Date: 2021-07-22 16:14:07 CEST, cola version: 1.9.4
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First the variable is renamed to res_rh.
res_rh = rh
The partition hierarchy and all available functions which can be applied to res_rh object.
res_rh
#> A 'HierarchicalPartition' object with 'ATC:skmeans' method.
#> On a matrix with 3664 rows and 2638 columns.
#> Performed in total 2250 partitions.
#> There are 9 groups under the following parameters:
#> - min_samples: 26
#> - mean_silhouette_cutoff: 0.9
#> - min_n_signatures: 40 (signatures are selected based on:)
#> - fdr_cutoff: 0.05
#> - group_diff (scaled values): 0.5
#>
#> Hierarchy of the partition:
#> 0, 2638 cols
#> |-- 01, 1255 cols, 29 signatures (c)
#> |-- 02, 672 cols, 227 signatures
#> | |-- 021, 368 cols, 131 signatures
#> | | |-- 0211, 156 cols (a)
#> | | `-- 0212, 212 cols (a)
#> | `-- 022, 304 cols, 169 signatures
#> | |-- 0221, 149 cols (a)
#> | `-- 0222, 155 cols (a)
#> |-- 03, 365 cols, 153 signatures
#> | |-- 031, 204 cols (a)
#> | `-- 032, 161 cols (a)
#> `-- 04, 346 cols, 61 signatures
#> |-- 041, 209 cols (a)
#> `-- 042, 137 cols (a)
#> Stop reason:
#> a) Mean silhouette score was too small
#> c) There were too few signatures.
#>
#> Following methods can be applied to this 'HierarchicalPartition' object:
#> [1] "all_leaves" "all_nodes" "cola_report" "collect_classes"
#> [5] "colnames" "compare_signatures" "dimension_reduction" "functional_enrichment"
#> [9] "get_anno_col" "get_anno" "get_children_nodes" "get_classes"
#> [13] "get_matrix" "get_signatures" "is_leaf_node" "max_depth"
#> [17] "merge_node" "ncol" "node_info" "node_level"
#> [21] "nrow" "rownames" "show" "split_node"
#> [25] "suggest_best_k" "test_to_known_factors" "top_rows_heatmap" "top_rows_overlap"
#>
#> You can get result for a single node by e.g. object["01"]
The call of hierarchical_partition() was:
#> hierarchical_partition(data = mat, anno = data.frame(Seurat_class = Seurat_class),
#> subset = 500, cores = 4)
Dimension of the input matrix:
mat = get_matrix(res_rh)
dim(mat)
#> [1] 3664 2638
All the methods that were tried:
res_rh@param$combination_method
#> [[1]]
#> [1] "ATC" "skmeans"
The density distribution for each sample is visualized as one column in the following heatmap. The clustering is based on the distance which is the Kolmogorov-Smirnov statistic between two distributions.
library(ComplexHeatmap)
densityHeatmap(mat, top_annotation = HeatmapAnnotation(df = get_anno(res_rh),
col = get_anno_col(res_rh)), ylab = "value", cluster_columns = TRUE, show_column_names = FALSE,
mc.cores = 1)
Some values about the hierarchy:
all_nodes(res_rh)
#> [1] "0" "01" "02" "021" "0211" "0212" "022" "0221" "0222" "03" "031" "032" "04"
#> [14] "041" "042"
all_leaves(res_rh)
#> [1] "01" "0211" "0212" "0221" "0222" "031" "032" "041" "042"
node_info(res_rh)
#> id best_method depth best_k n_columns n_signatures p_signatures is_leaf
#> 1 0 ATC:skmeans 1 4 2638 807 0.22025 FALSE
#> 2 01 ATC:skmeans 2 2 1255 29 0.00791 TRUE
#> 3 02 ATC:skmeans 2 2 672 227 0.06195 FALSE
#> 4 021 ATC:skmeans 3 2 368 131 0.03575 FALSE
#> 5 0211 ATC:skmeans 4 2 156 NA NA TRUE
#> 6 0212 ATC:skmeans 4 2 212 NA NA TRUE
#> 7 022 ATC:skmeans 3 2 304 169 0.04612 FALSE
#> 8 0221 ATC:skmeans 4 2 149 NA NA TRUE
#> 9 0222 ATC:skmeans 4 3 155 NA NA TRUE
#> 10 03 ATC:skmeans 2 2 365 153 0.04176 FALSE
#> 11 031 ATC:skmeans 3 2 204 NA NA TRUE
#> 12 032 ATC:skmeans 3 2 161 NA NA TRUE
#> 13 04 ATC:skmeans 2 2 346 61 0.01665 FALSE
#> 14 041 ATC:skmeans 3 2 209 NA NA TRUE
#> 15 042 ATC:skmeans 3 2 137 NA NA TRUE
In the output from node_info(), there are the following columns:
id: The node id.best_method: The best method selected.depth: Depth of the node in the hierarchy.best_k: Best number of groups of the partition on that node.n_columns: Number of columns in the submatrix.n_signatures: Number of signatures with the best_k.p_signatures: Proportion of hte signatures in total number of rows in the matrix.is_leaf: Whether the node is a leaf.Labels of nodes are encoded in a special way. The number of digits correspond to the depth of the node in the hierarchy and the value of the digits correspond to the index of the subgroup in the current node, E.g. a label of “012” means the node is the second subgroup of the partition which is the first subgroup of the root node.
Following table shows the best k (number of partitions) for each node in the
partition hierarchy. Clicking on the node name in the table goes to the
corresponding section for the partitioning on that node.
The cola vignette explains the definition of the metrics used for determining the best number of partitions.
suggest_best_k(res_rh)
| Node | Best method | Is leaf | Best k | 1-PAC | Mean silhouette | Concordance | #samples | |
|---|---|---|---|---|---|---|---|---|
| Node0 | ATC:skmeans | 4 | 1.00 | 0.97 | 0.99 | 2638 | ** | |
| Node01-leaf | ATC:skmeans | ✓ (c) | 2 | 0.88 | 0.93 | 0.97 | 1255 | |
| Node02 | ATC:skmeans | 3 | 0.94 | 0.93 | 0.97 | 672 | * | |
| Node021 | ATC:skmeans | 2 | 0.88 | 0.92 | 0.97 | 368 | ||
| Node0211-leaf | ATC:skmeans | ✓ (a) | 2 | 0.76 | 0.87 | 0.95 | 156 | |
| Node0212-leaf | ATC:skmeans | ✓ (a) | 2 | 0.72 | 0.89 | 0.95 | 212 | |
| Node022 | ATC:skmeans | 2 | 1.00 | 0.98 | 0.99 | 304 | ** | |
| Node0221-leaf | ATC:skmeans | ✓ (a) | 2 | 0.83 | 0.89 | 0.95 | 149 | |
| Node0222-leaf | ATC:skmeans | ✓ (a) | 3 | 0.85 | 0.90 | 0.96 | 155 | |
| Node03 | ATC:skmeans | 3 | 0.96 | 0.93 | 0.97 | 365 | ** | |
| Node031-leaf | ATC:skmeans | ✓ (a) | 2 | 0.81 | 0.90 | 0.96 | 204 | |
| Node032-leaf | ATC:skmeans | ✓ (a) | 3 | 0.56 | 0.76 | 0.89 | 161 | |
| Node04 | ATC:skmeans | 2 | 0.85 | 0.91 | 0.96 | 346 | ||
| Node041-leaf | ATC:skmeans | ✓ (a) | 2 | 0.55 | 0.81 | 0.92 | 209 | |
| Node042-leaf | ATC:skmeans | ✓ (a) | 2 | 0.74 | 0.87 | 0.95 | 137 |
Stop reason: a) Mean silhouette score was too small c) There were too few signatures.
**: 1-PAC > 0.95, *: 1-PAC > 0.9
The nodes of the hierarchy can be merged by setting the merge_node parameters. Here we
control the hierarchy with the min_n_signatures parameter. The value of min_n_signatures is
from node_info().
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 61))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 131))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 153))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 169))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 227))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 807))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
Following shows the table of the partitions (You need to click the show/hide code output link to see it).
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 61))
#> AAACATACAACCAC-1 AAACATTGAGCTAC-1 AAACATTGATCAGC-1 AAACCGTGCTTCCG-1 AAACCGTGTATGCG-1
#> "01" "042" "01" "0222" "032"
#> AAACGCACTGGTAC-1 AAACGCTGACCAGT-1 AAACGCTGGTTCTT-1 AAACGCTGTAGCCA-1 AAACGCTGTTTCTG-1
#> "01" "01" "01" "031" "0211"
#> AAACTTGAAAAACG-1 AAACTTGATCCAGA-1 AAAGAGACGAGATA-1 AAAGAGACGCGAGA-1 AAAGAGACGGACTT-1
#> "042" "01" "01" "0212" "01"
#> AAAGAGACGGCATT-1 AAAGCAGATATCGG-1 AAAGCCTGTATGCG-1 AAAGGCCTGTCTAG-1 AAAGTTTGATCACG-1
#> "01" "0222" "01" "042" "041"
#> AAAGTTTGGGGTGA-1 AAAGTTTGTAGAGA-1 AAAGTTTGTAGCGT-1 AAATCAACAATGCC-1 AAATCAACACCAGT-1
#> "042" "01" "0212" "042" "01"
#> AAATCAACCAGGAG-1 AAATCAACCCTATT-1 AAATCAACGGAAGC-1 AAATCAACTCGCAA-1 AAATCATGACCACA-1
#> "01" "0222" "01" "01" "0221"
#> AAATCCCTCCACAA-1 AAATCCCTGCTATG-1 AAATGTTGAACGAA-1 AAATGTTGCCACAA-1 AAATGTTGTGGCAT-1
#> "01" "041" "0212" "031" "0222"
#> AAATTCGAAGGTTC-1 AAATTCGAATCACG-1 AAATTCGAGCTGAT-1 AAATTCGAGGAGTG-1 AAATTCGATTCTCA-1
#> "01" "0212" "0221" "01" "031"
#> AAATTGACACGACT-1 AAATTGACTCGCTC-1 AACAAACTCATTTC-1 AACAAACTTTCGTT-1 AACAATACGACGAG-1
#> "01" "01" "01" "01" "01"
#> AACACGTGCAGAGG-1 AACACGTGGAAAGT-1 AACACGTGGAACCT-1 AACACGTGGCTACA-1 AACACGTGTACGAC-1
#> "01" "01" "0212" "01" "0221"
#> AACAGCACAAGAGT-1 AACATTGATGGGAG-1 AACCAGTGATACCG-1 AACCCAGATCGCTC-1 AACCGATGCTCCCA-1
#> "0211" "0221" "0221" "01" "01"
#> AACCGATGGTCATG-1 AACCGATGTTCTAC-1 AACCGCCTAGCGTT-1 AACCGCCTCTACGA-1 AACCTACTGTGAGG-1
#> "042" "0212" "01" "0222" "0222"
#> AACCTACTGTGTTG-1 AACCTTACGAGACG-1 AACCTTACGCGAGA-1 AACCTTACTAACGC-1 AACCTTTGGACGGA-1
#> "01" "01" "032" "0221" "01"
#> AACCTTTGTACGCA-1 AACGCAACAAGTAG-1 AACGCATGACCCAA-1 AACGCATGCCTTCG-1 AACGCATGTACTTC-1
#> "0221" "01" "01" "01" "01"
#> AACGCCCTCGGGAA-1 AACGCCCTCGTACA-1 AACGCCCTGGCATT-1 AACGTCGAGTATCG-1 AACGTGTGAAAGCA-1
#> "01" "032" "031" "032" "01"
#> AACGTGTGGCGGAA-1 AACGTGTGTCCAAG-1 AACGTGTGTGCTTT-1 AACTACCTTAGAGA-1 AACTCACTCAAGCT-1
#> "041" "01" "01" "01" "0212"
#> AACTCACTTGGAGG-1 AACTCGGAAAGTGA-1 AACTCGGAAGGTCT-1 AACTCTTGCAGGAG-1 AACTGTCTCCCTTG-1
#> "0212" "031" "0211" "01" "0212"
#> AACTTGCTACGCTA-1 AACTTGCTGGGACA-1 AAGAACGAGTGTTG-1 AAGAAGACGTAGGG-1 AAGACAGAAGTCTG-1
#> "042" "01" "01" "041" "041"
#> AAGACAGAGGATCT-1 AAGACAGATTACCT-1 AAGAGATGGGTAGG-1 AAGATGGAAAACAG-1 AAGATGGAGAACTC-1
#> "01" "0212" "041" "041" "0222"
#> AAGATGGAGATAAG-1 AAGATTACAACCTG-1 AAGATTACAGATCC-1 AAGATTACCCGTTC-1 AAGATTACCGCCTT-1
#> "0222" "01" "0222" "0212" "0212"
#> AAGATTACCTCAAG-1 AAGATTACTCCTCG-1 AAGCAAGAGCGAGA-1 AAGCAAGAGCTTAG-1 AAGCAAGAGGTGTT-1
#> "032" "0211" "01" "031" "032"
#> AAGCACTGAGCAAA-1 AAGCACTGCATACG-1 AAGCACTGGTTCTT-1 AAGCCAACGTGTTG-1 AAGCCATGAACTGC-1
#> "042" "01" "042" "01" "0222"
#> AAGCCATGACACGT-1 AAGCCATGCGTGAT-1 AAGCCATGTCTCGC-1 AAGCCTGACATGCA-1 AAGCCTGACCGAAT-1
#> "0211" "01" "01" "01" "0211"
#> AAGCGACTCCTCAC-1 AAGCGACTGTGTCA-1 AAGCGACTTACAGC-1 AAGCGACTTTGACG-1 AAGCGTACGTCTTT-1
#> "0222" "01" "041" "0221" "01"
#> AAGGCTTGCGAACT-1 AAGGTCACGGTTAC-1 AAGGTCACTGTTTC-1 AAGGTCACTTCCCG-1 AAGGTCTGACAGTC-1
#> "031" "0211" "041" "01" "01"
#> AAGGTCTGCAGATC-1 AAGTAACTCTGAAC-1 AAGTAACTGAGATA-1 AAGTAGGATACAGC-1 AAGTATACCGAACT-1
#> "01" "0212" "041" "032" "01"
#> AAGTCCGACTTGTT-1 AAGTCCGATAGAAG-1 AAGTCTCTAGTCGT-1 AAGTCTCTCGGAGA-1 AAGTGGCTTGGAGG-1
#> "01" "01" "01" "031" "041"
#> AAGTTCCTCATTCT-1 AAGTTCCTTCTTAC-1 AATAAGCTCGAATC-1 AATAAGCTCGTTGA-1 AATACCCTGGACGA-1
#> "0221" "01" "01" "01" "041"
#> AATACCCTGGCATT-1 AATACTGAAAGGGC-1 AATACTGAATTGGC-1 AATAGGGAACCCTC-1 AATAGGGAGAATGA-1
#> "01" "031" "032" "042" "031"
#> AATCAAACTATCGG-1 AATCCGGAATGCTG-1 AATCCTACCGGTAT-1 AATCCTTGACGGGA-1 AATCCTTGGTGAGG-1
#> "01" "042" "01" "0212" "032"
#> AATCGGTGGAACTC-1 AATCGGTGTGCTTT-1 AATCTAGAAAAGTG-1 AATCTAGAATCGGT-1 AATCTCACAGCCTA-1
#> "031" "01" "01" "01" "0222"
#> AATCTCACTCTAGG-1 AATCTCTGAACAGA-1 AATCTCTGCTTTAC-1 AATGATACACCAAC-1 AATGATACGGTCAT-1
#> "01" "01" "032" "031" "0222"
#> AATGCGTGACACCA-1 AATGCGTGGACGGA-1 AATGCGTGGCTATG-1 AATGGAGAATCGTG-1 AATGGAGATCCTTA-1
#> "042" "0212" "042" "0212" "01"
#> AATGGCTGACACCA-1 AATGGCTGCGTGAT-1 AATGGCTGTAAAGG-1 AATGGCTGTACTCT-1 AATGGCTGTGAAGA-1
#> "042" "01" "031" "031" "01"
#> AATGTAACGGTGGA-1 AATGTCCTCTTCTA-1 AATGTTGACAGTCA-1 AATGTTGAGTTGAC-1 AATGTTGATCTACT-1
#> "01" "01" "01" "0212" "01"
#> AATTACGAATTCCT-1 AATTACGACTTCTA-1 AATTACGAGTGAGG-1 AATTACGATTGGCA-1 AATTCCTGCTCAGA-1
#> "0222" "01" "01" "041" "042"
#> AATTGATGTCGCAA-1 AATTGTGACTTGGA-1 ACAAAGGAGGGTGA-1 ACAAATTGATTCTC-1 ACAAATTGCTCAGA-1
#> "0221" "041" "01" "0221" "0211"
#> ACAAATTGTTGCGA-1 ACAACCGAGGGATG-1 ACAACCGAGTTACG-1 ACAAGAGAAGTCGT-1 ACAAGAGACTTATC-1
#> "032" "031" "01" "0222" "01"
#> ACAAGAGAGTTGAC-1 ACAATCCTAACCGT-1 ACAATCCTTAGCGT-1 ACAATTGACTGACA-1 ACAATTGATGACTG-1
#> "041" "01" "042" "031" "032"
#> ACACAGACCATACG-1 ACACCAGAGGGCAA-1 ACACCCTGGTGTTG-1 ACACGAACAGTTCG-1 ACACGATGACGCAT-1
#> "031" "01" "032" "01" "031"
#> ACACGATGATGTGC-1 ACACGATGTCGTAG-1 ACACGATGTGGTCA-1 ACAGACACGGCATT-1 ACAGACACGTTGTG-1
#> "0212" "01" "01" "031" "01"
#> ACAGCAACACCTAG-1 ACAGCAACCTCAAG-1 ACAGGTACCCCACT-1 ACAGGTACGCTGTA-1 ACAGGTACTGGTGT-1
#> "0211" "0221" "01" "01" "032"
#> ACAGTCGACCCAAA-1 ACAGTCGACCGATA-1 ACAGTGACTCACCC-1 ACAGTGACTCTATC-1 ACAGTGTGGTCACA-1
#> "01" "031" "01" "01" "01"
#> ACAGTGTGTTGCGA-1 ACATCACTCTACTT-1 ACATGGTGAAGCCT-1 ACATGGTGCAACCA-1 ACATGGTGCGAGTT-1
#> "0212" "0212" "01" "042" "01"
#> ACATTCTGGCATAC-1 ACATTCTGGGAACG-1 ACCAACGACATGCA-1 ACCACAGAAAGTAG-1 ACCACAGAGTTGGT-1
#> "01" "0212" "01" "01" "01"
#> ACCACCTGTGTGCA-1 ACCACGCTACAGCT-1 ACCACGCTACCCAA-1 ACCACGCTGCGAGA-1 ACCACGCTGCTGTA-1
#> "01" "01" "031" "01" "01"
#> ACCAGCCTGACAGG-1 ACCAGTGAACGGTT-1 ACCAGTGAATACCG-1 ACCAGTGAGGGATG-1 ACCAGTGATGACTG-1
#> "01" "041" "0221" "01" "0211"
#> ACCATTACCTTCTA-1 ACCATTACGAGATA-1 ACCATTTGTCATTC-1 ACCCAAGAACTGTG-1 ACCCAAGAATTCCT-1
#> "01" "031" "01" "031" "0221"
#> ACCCAAGAGGACAG-1 ACCCAAGATTCACT-1 ACCCACTGCGCCTT-1 ACCCACTGGACAGG-1 ACCCACTGGTTCAG-1
#> "01" "041" "0211" "01" "032"
#> ACCCACTGTCGTAG-1 ACCCAGCTCAGAAA-1 ACCCAGCTGTTAGC-1 ACCCAGCTTGCTTT-1 ACCCGTTGATGACC-1
#> "0222" "01" "0212" "01" "041"
#> ACCCGTTGCTGCAA-1 ACCCGTTGCTTCTA-1 ACCCTCGACCTATT-1 ACCCTCGACGGTAT-1 ACCCTCGATAAGGA-1
#> "01" "01" "031" "041" "0222"
#> ACCCTCGATCAAGC-1 ACCGTGCTACCAGT-1 ACCGTGCTGGAACG-1 ACCTATTGCTGAGT-1 ACCTATTGTGCCCT-1
#> "0211" "01" "042" "041" "0221"
#> ACCTCCGAGTCCTC-1 ACCTCCGATATGCG-1 ACCTCCGATGCTGA-1 ACCTCGTGAACCAC-1 ACCTGAGATATCGG-1
#> "01" "01" "01" "01" "0211"
#> ACCTGGCTAAGTAG-1 ACCTTTGACTCCCA-1 ACCTTTGAGGAACG-1 ACCTTTGAGGAAGC-1 ACGAACACCTTGTT-1
#> "032" "0222" "0222" "0222" "032"
#> ACGAACTGGCTATG-1 ACGAAGCTCTCCAC-1 ACGAAGCTCTGAGT-1 ACGACCCTATCTCT-1 ACGACCCTGATGAA-1
#> "0221" "01" "042" "0222" "01"
#> ACGACCCTTGACAC-1 ACGACCCTTGACCA-1 ACGAGGGACAGGAG-1 ACGAGGGACGAACT-1 ACGAGGGATGTAGC-1
#> "042" "01" "0222" "01" "01"
#> ACGAGTACCCTAAG-1 ACGAGTACGAATCC-1 ACGATCGAGGACTT-1 ACGATCGAGTCACA-1 ACGATGACAATGCC-1
#> "041" "042" "031" "0212" "01"
#> ACGATGACTGGTCA-1 ACGATTCTACGGGA-1 ACGCAATGGTTCAG-1 ACGCACCTGTTAGC-1 ACGCCACTGAACTC-1
#> "01" "031" "032" "041" "0211"
#> ACGCCGGAAACCAC-1 ACGCCGGAAAGCCT-1 ACGCCGGAAATGCC-1 ACGCCTTGCTCCCA-1 ACGCGGTGGCGAGA-1
#> "0212" "01" "01" "0221" "01"
#> ACGCGGTGTGTGGT-1 ACGCGGTGTTTGCT-1 ACGCTCACAGTACC-1 ACGCTCACCCTTGC-1 ACGCTGCTGTTCTT-1
#> "042" "031" "01" "01" "032"
#> ACGGAACTCAGATC-1 ACGGAACTGTCGTA-1 ACGGAGGACTCTTA-1 ACGGATTGGGAGGT-1 ACGGATTGGTTAGC-1
#> "032" "0221" "0212" "041" "01"
#> ACGGCTCTGAGCAG-1 ACGGCTCTTGCACA-1 ACGGTAACCGCTAA-1 ACGGTAACCTTCGC-1 ACGGTAACGGTGGA-1
#> "01" "01" "031" "031" "01"
#> ACGGTAACTCGCAA-1 ACGGTATGAGTCGT-1 ACGGTATGGGTATC-1 ACGGTATGGTTGTG-1 ACGGTCCTAACGGG-1
#> "01" "0212" "042" "041" "01"
#> ACGGTCCTCGGGAA-1 ACGTAGACAACCAC-1 ACGTAGACTACAGC-1 ACGTCAGAAACGAA-1 ACGTCAGAGAGCTT-1
#> "01" "01" "041" "01" "0211"
#> ACGTCAGAGGGATG-1 ACGTCCTGATAAGG-1 ACGTCCTGTGAACC-1 ACGTCGCTCCTGAA-1 ACGTCGCTCTATTC-1
#> "01" "0212" "0222" "032" "0212"
#> ACGTCGCTTCTCAT-1 ACGTGATGCCATGA-1 ACGTGATGGGTCTA-1 ACGTGATGTAACCG-1 ACGTGATGTGACAC-1
#> "041" "0222" "01" "0221" "032"
#> ACGTGCCTCCGTAA-1 ACGTGCCTTCTATC-1 ACGTTACTTTCCAT-1 ACGTTGGAAAAGCA-1 ACGTTGGAAACCTG-1
#> "01" "031" "01" "01" "031"
#> ACGTTGGACCGTAA-1 ACGTTGGAGCCAAT-1 ACGTTGGATATGGC-1 ACGTTGGATCAGGT-1 ACGTTTACATCAGC-1
#> "0211" "032" "041" "0222" "01"
#> ACTAAAACCCACAA-1 ACTAAAACTCGACA-1 ACTACGGAATTTCC-1 ACTACGGACCTATT-1 ACTACGGATCGCTC-1
#> "01" "0212" "01" "01" "01"
#> ACTACTACTAAGGA-1 ACTAGGTGGAACCT-1 ACTAGGTGGAACTC-1 ACTATCACCTTGGA-1 ACTATCACTGCCAA-1
#> "01" "01" "01" "031" "01"
#> ACTCAGGACTGAAC-1 ACTCAGGATCTATC-1 ACTCAGGATTCGTT-1 ACTCCTCTCAACTG-1 ACTCGCACGAAAGT-1
#> "01" "042" "0211" "01" "0212"
#> ACTCGCACTACGAC-1 ACTCTCCTGACACT-1 ACTCTCCTGCATAC-1 ACTCTCCTGTTTGG-1 ACTGAGACAACCAC-1
#> "0212" "01" "042" "01" "031"
#> ACTGAGACCCATAG-1 ACTGAGACGTTGGT-1 ACTGCCACACACGT-1 ACTGCCACTCCGTC-1 ACTGGCCTTCAGTG-1
#> "0221" "042" "031" "032" "032"
#> ACTGTGGACGTGTA-1 ACTGTGGATCTAGG-1 ACTGTTACCCACAA-1 ACTGTTACTGCAGT-1 ACTTAAGAACCACA-1
#> "031" "042" "0211" "01" "01"
#> ACTTAAGATTACTC-1 ACTTAGCTGCGTAT-1 ACTTAGCTGGGAGT-1 ACTTCAACAAGCAA-1 ACTTCAACGTAGGG-1
#> "0212" "0221" "01" "031" "032"
#> ACTTCCCTTTCCGC-1 ACTTCTGACATGCA-1 ACTTGACTCCACAA-1 ACTTGGGAGAAAGT-1 ACTTGGGAGGTTTG-1
#> "01" "041" "042" "0212" "01"
#> ACTTGGGATGTGAC-1 ACTTGGGATTGACG-1 ACTTGTACCTGTCC-1 ACTTTGTGGAAAGT-1 ACTTTGTGGATAGA-1
#> "0211" "0222" "01" "01" "0222"
#> AGAAACGAAAGTAG-1 AGAAAGTGCGCAAT-1 AGAAAGTGGGGATG-1 AGAACAGAAATGCC-1 AGAACAGACGACTA-1
#> "041" "01" "0212" "032" "041"
#> AGAACAGAGACAAA-1 AGAACGCTTTGCTT-1 AGAAGATGTGACTG-1 AGAATGGAAGAAGT-1 AGAATTTGTAACCG-1
#> "01" "01" "01" "031" "01"
#> AGAATTTGTAGAGA-1 AGACACACTGTAGC-1 AGACACTGTCAAGC-1 AGACCTGAAGTAGA-1 AGACCTGACCAACA-1
#> "01" "01" "0212" "0212" "01"
#> AGACCTGAGGAAGC-1 AGACGTACAGAGGC-1 AGACGTACCCCTAC-1 AGACGTACCTCTTA-1 AGACGTACTCGTGA-1
#> "01" "01" "041" "0212" "0221"
#> AGACTGACCATCAG-1 AGACTGACCCTTTA-1 AGACTTCTCATGCA-1 AGAGATGACAGTCA-1 AGAGATGACTGAAC-1
#> "01" "01" "041" "041" "01"
#> AGAGATGAGGTTTG-1 AGAGATGATCTCGC-1 AGAGATGATTGTGG-1 AGAGCGGAGGCAAG-1 AGAGTCTGGTCGTA-1
#> "0211" "042" "01" "0222" "0221"
#> AGAGTGCTCAGCTA-1 AGAGTGCTCGAATC-1 AGAGTGCTGTCATG-1 AGAGTGCTGTCCTC-1 AGAGTGCTGTGTTG-1
#> "01" "01" "01" "01" "041"
#> AGATATACCCGTAA-1 AGATATACGATGAA-1 AGATATACTGTTCT-1 AGATATTGCCTACC-1 AGATATTGGCCAAT-1
#> "032" "01" "042" "01" "0222"
#> AGATCGTGTCTGGA-1 AGATCGTGTTTGTC-1 AGATCTCTATCACG-1 AGATTAACGTTCTT-1 AGATTCCTATCGTG-1
#> "0212" "041" "041" "0221" "01"
#> AGATTCCTCACTTT-1 AGATTCCTGACGAG-1 AGATTCCTGTTCAG-1 AGCAAAGATATGCG-1 AGCACAACAGTCTG-1
#> "0212" "0212" "032" "01" "01"
#> AGCACTGAGGGAGT-1 AGCACTGATATGCG-1 AGCACTGATGCTTT-1 AGCACTGATTGCGA-1 AGCATCGAAGATCC-1
#> "01" "01" "0222" "01" "01"
#> AGCATCGAAGGGTG-1 AGCATCGAGCTTCC-1 AGCATCGAGTGAGG-1 AGCATCGATAACCG-1 AGCATGACGATGAA-1
#> "042" "0212" "01" "0222" "031"
#> AGCCAATGGGGAGT-1 AGCCAATGTATCTC-1 AGCCACCTGGATCT-1 AGCCGGTGCCAATG-1 AGCCGGTGTGTTTC-1
#> "0221" "01" "031" "01" "01"
#> AGCCGTCTCAATCG-1 AGCCGTCTGAGAGC-1 AGCCTCACGTTCGA-1 AGCCTCACTGTCAG-1 AGCCTCTGCAGTTG-1
#> "01" "01" "01" "0222" "041"
#> AGCCTCTGCCAATG-1 AGCGAACTGGATCT-1 AGCGAACTTACTGG-1 AGCGATACGGAGCA-1 AGCGATTGAGATCC-1
#> "032" "01" "01" "01" "032"
#> AGCGCCGAATCTCT-1 AGCGCCGACAGAGG-1 AGCGCTCTACCTTT-1 AGCGGCACCGGGAA-1 AGCGGCTGATGTGC-1
#> "01" "01" "01" "01" "01"
#> AGCGGGCTTGCCAA-1 AGCGTAACATGCTG-1 AGCGTAACTGAGAA-1 AGCTCGCTACTGGT-1 AGCTCGCTCTGCTC-1
#> "01" "01" "0222" "01" "01"
#> AGCTGAACCATACG-1 AGCTGAACCTCTCG-1 AGCTGCCTTGGGAG-1 AGCTGCCTTTCATC-1 AGCTGCCTTTCTGT-1
#> "0221" "01" "0211" "01" "01"
#> AGCTGTGATCCAAG-1 AGCTTTACAAGTAG-1 AGCTTTACACCAAC-1 AGCTTTACTCTCAT-1 AGGAAATGAGGAGC-1
#> "01" "01" "01" "042" "01"
#> AGGAACCTCTTAGG-1 AGGAACCTTGCCTC-1 AGGAATGATAACGC-1 AGGAATGATTTGTC-1 AGGAGTCTGGTTTG-1
#> "0221" "031" "01" "01" "01"
#> AGGAGTCTTGTCAG-1 AGGATAGACATTTC-1 AGGATAGAGGATTC-1 AGGATGCTACTAGC-1 AGGATGCTTTAGGC-1
#> "01" "01" "031" "041" "032"
#> AGGCAACTGAAGGC-1 AGGCAGGAGTACCA-1 AGGCCTCTAGTCGT-1 AGGCCTCTCGGAGA-1 AGGCCTCTCGTAAC-1
#> "01" "01" "01" "01" "01"
#> AGGGACGACGTTGA-1 AGGGACGAGTCAAC-1 AGGGACGAGTTGTG-1 AGGGACGATAGAGA-1 AGGGACGATGCATG-1
#> "01" "032" "01" "01" "031"
#> AGGGAGTGAGCCTA-1 AGGGCCACCATACG-1 AGGGCGCTAACCAC-1 AGGGCGCTATGGTC-1 AGGGTGGACAGTCA-1
#> "01" "01" "0212" "031" "042"
#> AGGGTGGACTCAAG-1 AGGGTGGAGTTGCA-1 AGGGTTTGTTCATC-1 AGGTCATGAGTGTC-1 AGGTCATGCTTATC-1
#> "0212" "031" "0211" "041" "01"
#> AGGTCTGATTCTCA-1 AGGTGGGAAGAATG-1 AGGTGGGAAGTTCG-1 AGGTGTTGGTTACG-1 AGGTTCGAACCTCC-1
#> "0221" "01" "01" "042" "0211"
#> AGGTTCGAACGTAC-1 AGGTTCGAGGGTGA-1 AGTAAGGAGTTTGG-1 AGTAAGGATTCTTG-1 AGTAATACATCACG-1
#> "0211" "01" "01" "01" "031"
#> AGTAATACCGAACT-1 AGTAATTGTCCCAC-1 AGTACGTGAGGGTG-1 AGTACGTGCTGCAA-1 AGTACGTGCTTGGA-1
#> "041" "01" "01" "01" "01"
#> AGTACTCTACGTGT-1 AGTACTCTCAACCA-1 AGTACTCTCGGTAT-1 AGTAGGCTTGCCTC-1 AGTATAACTTGTCT-1
#> "041" "031" "01" "0221" "0221"
#> AGTATCCTAGAACA-1 AGTCACGATGAGCT-1 AGTCAGACGAATAG-1 AGTCAGACGCTTAG-1 AGTCAGACTAGAGA-1
#> "01" "031" "01" "01" "031"
#> AGTCAGACTGCACA-1 AGTCCAGATATCTC-1 AGTCCAGATTTCAC-1 AGTCGAACCAACCA-1 AGTCGCCTCCGTAA-1
#> "01" "01" "01" "01" "01"
#> AGTCTACTAGGGTG-1 AGTCTACTTGCATG-1 AGTCTTACACCACA-1 AGTCTTACTTCGCC-1 AGTCTTACTTCGGA-1
#> "0211" "0221" "01" "01" "032"
#> AGTGACTGCAACTG-1 AGTGTTCTAACCTG-1 AGTGTTCTATAAGG-1 AGTGTTCTCACTTT-1 AGTTAAACCACTTT-1
#> "0221" "01" "01" "0212" "01"
#> AGTTATGAACAGTC-1 AGTTATGACTGAGT-1 AGTTATGAGTTCAG-1 AGTTCTACCAGCTA-1 AGTTCTTGAAGCCT-1
#> "0212" "01" "01" "0211" "031"
#> AGTTGTCTACTACG-1 AGTTTAGATGGTCA-1 AGTTTCACGGTCTA-1 AGTTTGCTACAGTC-1 AGTTTGCTACTGGT-1
#> "01" "01" "031" "01" "031"
#> AGTTTGCTCCAAGT-1 ATAAACACAGTGCT-1 ATAAACACCACCAA-1 ATAACAACATGCTG-1 ATAACAACGTCTAG-1
#> "01" "042" "01" "0212" "01"
#> ATAACAACTTTGTC-1 ATAACATGTACTCT-1 ATAACCCTGTTGGT-1 ATAACCCTTGGTAC-1 ATAAGTACGAATGA-1
#> "01" "01" "01" "01" "041"
#> ATAAGTTGGTACGT-1 ATAAGTTGTCTAGG-1 ATAATCGAGCTGAT-1 ATAATCGATGGTTG-1 ATAATGACCTACTT-1
#> "0211" "01" "041" "01" "01"
#> ATAATGACTCGTGA-1 ATACAATGTTAGGC-1 ATACCACTCGTACA-1 ATACCACTCTAAGC-1 ATACCACTGCCAAT-1
#> "0211" "01" "0212" "0222" "031"
#> ATACCGGAATGCTG-1 ATACCGGACATTTC-1 ATACCGGACTTCGC-1 ATACCGGAGGTGTT-1 ATACCGGATCTCGC-1
#> "0222" "0212" "01" "0212" "01"
#> ATACCTACGCATCA-1 ATACCTTGGGGCAA-1 ATACGGACAGACTC-1 ATACGGACCTACTT-1 ATACGGACGAGGTG-1
#> "01" "01" "0211" "0211" "041"
#> ATACGGACTATGCG-1 ATACGGACTCTGGA-1 ATACGTCTTAACGC-1 ATACTCTGCTTCGC-1 ATACTCTGGTATGC-1
#> "041" "0211" "0211" "0222" "032"
#> ATAGATACCATGGT-1 ATAGATACGACGAG-1 ATAGATTGGTGTAC-1 ATAGCCGAACGGAG-1 ATAGCGTGCAGATC-1
#> "01" "01" "042" "01" "01"
#> ATAGCGTGCCCTTG-1 ATAGCGTGGTATCG-1 ATAGCGTGTCTCTA-1 ATAGCTCTCTGATG-1 ATAGCTCTGAGGTG-1
#> "0212" "0211" "01" "01" "01"
#> ATAGGAGAAACAGA-1 ATAGGCTGTCAGAC-1 ATAGTCCTAGTGTC-1 ATAGTCCTTGCATG-1 ATAGTCCTTGTCGA-1
#> "0222" "01" "0212" "01" "01"
#> ATAGTTGACAACTG-1 ATAGTTGACCCTCA-1 ATAGTTGAGACGTT-1 ATAGTTGATAAGCC-1 ATATACGAAGCCAT-1
#> "01" "0221" "01" "01" "01"
#> ATATACGAATTGGC-1 ATATAGTGGAATGA-1 ATATGCCTAGATCC-1 ATATGCCTGGACAG-1 ATATGCCTTCTCTA-1
#> "01" "0211" "0211" "01" "01"
#> ATATGCCTTGGTAC-1 ATCAAATGAGCCTA-1 ATCAAATGGGTAAA-1 ATCAACCTAAACGA-1 ATCAACCTGAGGAC-1
#> "01" "0212" "0221" "01" "01"
#> ATCAACCTTCTCTA-1 ATCAACCTTTGTCT-1 ATCACACTTTGTCT-1 ATCACGGATTTCGT-1 ATCATCTGACACCA-1
#> "031" "01" "01" "042" "032"
#> ATCATGCTAGAGTA-1 ATCATGCTGAACCT-1 ATCCAGGACGCTAA-1 ATCCAGGATGGAAA-1 ATCCATACTCCTTA-1
#> "031" "042" "0221" "01" "0212"
#> ATCCATACTTCATC-1 ATCCCGTGCAGTCA-1 ATCCCGTGCATGCA-1 ATCCCGTGGCTGAT-1 ATCCGCACGCATCA-1
#> "0221" "032" "041" "042" "042"
#> ATCCTAACGACGGA-1 ATCCTAACGCTACA-1 ATCGACGAAACTGC-1 ATCGACGAATGACC-1 ATCGAGTGGACGTT-1
#> "041" "031" "0222" "01" "031"
#> ATCGCAGAATCTCT-1 ATCGCAGAGTGTCA-1 ATCGCCACTGAGGG-1 ATCGCCTGGGTCAT-1 ATCGCCTGTGGCAT-1
#> "0221" "042" "031" "01" "041"
#> ATCGCGCTCAGAGG-1 ATCGCGCTGGGATG-1 ATCGCGCTTTTCGT-1 ATCGGAACCAGTCA-1 ATCGGTGAGTCAAC-1
#> "0212" "01" "041" "01" "01"
#> ATCGGTGATTGCAG-1 ATCGTTTGCCTACC-1 ATCGTTTGGGTACT-1 ATCGTTTGTGCCAA-1 ATCTACACCCGCTT-1
#> "01" "0222" "0211" "0211" "0211"
#> ATCTACACCGGGAA-1 ATCTCAACAGGAGC-1 ATCTCAACCTCGAA-1 ATCTCAACCTTGTT-1 ATCTGGGAAACCAC-1
#> "01" "041" "01" "0212" "0222"
#> ATCTGGGAAGTGTC-1 ATCTGGGATTCCGC-1 ATCTGTTGAACGGG-1 ATCTGTTGACCTCC-1 ATCTGTTGCCTTCG-1
#> "0222" "01" "01" "01" "0222"
#> ATCTGTTGGTTGCA-1 ATCTTGACACCAAC-1 ATCTTGACCTCCCA-1 ATCTTTCTGCATCA-1 ATCTTTCTGTTTCT-1
#> "01" "01" "0211" "01" "01"
#> ATCTTTCTTGTCCC-1 ATGAAACTCTGTGA-1 ATGAAACTGAGGCA-1 ATGAAGGAACAGCT-1 ATGAAGGACCTGTC-1
#> "032" "01" "01" "031" "042"
#> ATGAAGGACCTTAT-1 ATGAAGGACTAGTG-1 ATGAAGGACTTGCC-1 ATGACGTGACGACT-1 ATGACGTGATCGGT-1
#> "041" "041" "032" "041" "0221"
#> ATGAGAGAAAGTGA-1 ATGAGAGAACGCAT-1 ATGAGAGAAGTAGA-1 ATGAGCACACAGCT-1 ATGAGCACATCTTC-1
#> "01" "01" "041" "01" "01"
#> ATGATAACTTCACT-1 ATGATATGAAACAG-1 ATGATATGACTGGT-1 ATGATATGAGCACT-1 ATGATATGGTCATG-1
#> "032" "01" "01" "01" "01"
#> ATGATATGGTGCTA-1 ATGATATGTTGTCT-1 ATGCACGAATGTCG-1 ATGCACGACTGTAG-1 ATGCACGAGAACCT-1
#> "032" "0222" "041" "01" "042"
#> ATGCACGAGTTCGA-1 ATGCACGATTGGTG-1 ATGCAGTGTTACCT-1 ATGCAGTGTTCTAC-1 ATGCCAGAACGACT-1
#> "01" "0222" "041" "01" "01"
#> ATGCCAGACAGTCA-1 ATGCCGCTTGAACC-1 ATGCGATGCTATGG-1 ATGCGATGCTGAGT-1 ATGCGATGGTTACG-1
#> "0211" "0222" "0222" "01" "042"
#> ATGCGCCTTCATTC-1 ATGCTTTGCGAATC-1 ATGCTTTGGGCGAA-1 ATGCTTTGTAGTCG-1 ATGGACACATCGGT-1
#> "01" "01" "01" "041" "01"
#> ATGGACACGCATCA-1 ATGGGTACAACCTG-1 ATGGGTACATCGGT-1 ATGGGTACTATTCC-1 ATGGGTACTGGGAG-1
#> "032" "041" "032" "01" "01"
#> ATGTAAACACCTCC-1 ATGTAAACCCGCTT-1 ATGTAAACGGGATG-1 ATGTAAACTCTCCG-1 ATGTAAACTTCACT-1
#> "01" "01" "0222" "01" "0212"
#> ATGTACCTCAGTCA-1 ATGTACCTTAGTCG-1 ATGTACCTTTATCC-1 ATGTACCTTTCACT-1 ATGTCACTAATGCC-1
#> "01" "01" "0211" "031" "0212"
#> ATGTCACTCTGCTC-1 ATGTCGGAGGTGAG-1 ATGTTCACAGTCTG-1 ATGTTCACCGTAGT-1 ATGTTGCTTTCAGG-1
#> "01" "01" "0212" "01" "01"
#> ATTAACGATGAGAA-1 ATTAACGATGCAAC-1 ATTAAGACTGCAGT-1 ATTACCTGCCTTAT-1 ATTACCTGGAGGAC-1
#> "032" "031" "01" "0212" "0221"
#> ATTAGATGTTTCAC-1 ATTATGGAATCTCT-1 ATTCAAGAACGGGA-1 ATTCAAGACCTTTA-1 ATTCAGCTCATTGG-1
#> "01" "01" "01" "01" "032"
#> ATTCCAACCATTGG-1 ATTCCAACTTAGGC-1 ATTCGACTCACTAG-1 ATTCGACTGAATAG-1 ATTCGACTTTTGTC-1
#> "0212" "032" "031" "0212" "0221"
#> ATTCGGGAAAGGCG-1 ATTCGGGATTAGGC-1 ATTCTTCTGATACC-1 ATTGAATGGACGGA-1 ATTGATGAAGGTTC-1
#> "0212" "01" "01" "01" "01"
#> ATTGATGACTGAGT-1 ATTGATGAGCGAAG-1 ATTGATGATCTATC-1 ATTGCACTGACGGA-1 ATTGCACTGAGAGC-1
#> "01" "01" "01" "01" "0221"
#> ATTGCACTGGAGCA-1 ATTGCACTTAGCCA-1 ATTGCACTTGCTTT-1 ATTGCTTGTTACTC-1 ATTGGTCTGACTAC-1
#> "0211" "01" "0221" "042" "042"
#> ATTGGTCTTGTCTT-1 ATTGTAGATTCCCG-1 ATTGTAGATTGCAG-1 ATTGTCTGCGTACA-1 ATTTAGGAACCATG-1
#> "041" "0222" "01" "01" "0221"
#> ATTTAGGACAGAGG-1 ATTTCCGAGATGAA-1 ATTTCCGAGTGCTA-1 ATTTCGTGTATGGC-1 ATTTCTCTACTTTC-1
#> "01" "01" "01" "031" "0221"
#> ATTTCTCTAGCAAA-1 ATTTCTCTCACTTT-1 ATTTCTCTTCCCAC-1 ATTTGCACAAGATG-1 CAAAGCACAGCTCA-1
#> "01" "0221" "01" "0211" "01"
#> CAAAGCACCGTAAC-1 CAAAGCACGGTAAA-1 CAAAGCTGAAAGTG-1 CAAAGCTGTTGCTT-1 CAAATATGTGACAC-1
#> "042" "032" "01" "0212" "01"
#> CAAATTGAGGGCAA-1 CAAATTGATGGAGG-1 CAACCAGAAAAGTG-1 CAACCAGAAGTGCT-1 CAACCAGAGTTCAG-1
#> "01" "0211" "01" "01" "0222"
#> CAACCAGATAGAAG-1 CAACCGCTGTTCAG-1 CAACCGCTTTGAGC-1 CAACGATGCGCAAT-1 CAACGTGACTCCAC-1
#> "0211" "01" "01" "0221" "0222"
#> CAACGTGAGCCATA-1 CAACGTGATCAAGC-1 CAAGAAGACCACAA-1 CAAGAAGACGTCTC-1 CAAGAAGATTCTAC-1
#> "031" "0212" "031" "0222" "01"
#> CAAGACTGACCTGA-1 CAAGACTGAGTAGA-1 CAAGCTGACCATAG-1 CAAGCTGATCTATC-1 CAAGGACTGTTCAG-1
#> "041" "042" "0221" "031" "01"
#> CAAGGACTTCTTTG-1 CAAGGTTGCTCCAC-1 CAAGGTTGTCATTC-1 CAAGGTTGTCTGGA-1 CAAGTCGAAACAGA-1
#> "031" "01" "041" "032" "042"
#> CAAGTCGATAGCGT-1 CAATAAACGCCATA-1 CAATAATGAACTGC-1 CAATATGACATGGT-1 CAATATGACCTTCG-1
#> "0212" "0211" "0212" "01" "031"
#> CAATATGACGTTAG-1 CAATATGAGGAGCA-1 CAATCGGAGAAACA-1 CAATCTACTGACTG-1 CAATTCACCCAACA-1
#> "01" "01" "01" "032" "031"
#> CAATTCACGATAGA-1 CAATTCACTTGTGG-1 CAATTCTGCTTGTT-1 CAATTCTGGCGTAT-1 CACAACGATACGAC-1
#> "01" "01" "0222" "0221" "01"
#> CACAATCTTGTTCT-1 CACAATCTTTCCAT-1 CACACCTGCTTGAG-1 CACACCTGTATGGC-1 CACAGAACCCTTGC-1
#> "01" "01" "01" "01" "042"
#> CACAGAACCTGATG-1 CACAGATGGGATTC-1 CACAGATGGTTTCT-1 CACAGCCTGATACC-1 CACAGCCTTGCCAA-1
#> "01" "01" "0212" "01" "0221"
#> CACAGCCTTGTAGC-1 CACAGTGATGAAGA-1 CACATACTACAGCT-1 CACATGGAACACGT-1 CACATGGAAGTCGT-1
#> "01" "0212" "031" "01" "01"
#> CACCACTGCCAACA-1 CACCACTGGCGAAG-1 CACCCATGTTCTGT-1 CACCGGGAATCGAC-1 CACCGGGACGAGAG-1
#> "01" "031" "031" "01" "031"
#> CACCGGGACGTGTA-1 CACCGGGACTTCTA-1 CACCGGGACTTGCC-1 CACCGGGATTCGGA-1 CACCGTACTAAGGA-1
#> "01" "032" "031" "031" "041"
#> CACCGTACTAGCGT-1 CACCTGACACCCAA-1 CACCTGACCAGAAA-1 CACCTGACCTCAAG-1 CACCTGACGAAAGT-1
#> "01" "031" "01" "031" "042"
#> CACCTGACTCGTAG-1 CACGAAACTTCCGC-1 CACGACCTCGATAC-1 CACGCTACAGAAGT-1 CACGCTACTGTTCT-1
#> "01" "041" "041" "01" "041"
#> CACGGGACAGAGTA-1 CACGGGACATAAGG-1 CACGGGACGTAGGG-1 CACGGGTGCTTCGC-1 CACGGGTGGAGGAC-1
#> "01" "01" "01" "031" "031"
#> CACGGGTGTGTTTC-1 CACTAACTCCTAAG-1 CACTAACTGAAAGT-1 CACTAGGATGATGC-1 CACTATACCCCGTT-1
#> "01" "042" "01" "041" "042"
#> CACTATACGTTTGG-1 CACTGAGACAGTCA-1 CACTGCACTTCATC-1 CACTGCTGAGACTC-1 CACTGCTGGAAAGT-1
#> "031" "0211" "01" "0221" "01"
#> CACTTAACCGAATC-1 CACTTAACCGTACA-1 CACTTTGACTCTAT-1 CACTTTGAGCTGTA-1 CAGAAGCTCTCAAG-1
#> "01" "041" "031" "01" "01"
#> CAGACATGAACGGG-1 CAGACATGTCGACA-1 CAGACCCTAAGGTA-1 CAGACCCTAATGCC-1 CAGACCCTAGGAGC-1
#> "01" "01" "0221" "01" "01"
#> CAGACTGAGTATGC-1 CAGATCGAATGTCG-1 CAGATCGACCTGAA-1 CAGATCGATATGGC-1 CAGATGACATTCTC-1
#> "01" "042" "01" "01" "032"
#> CAGCAATGCCTTCG-1 CAGCAATGGAGGGT-1 CAGCAATGGTGCTA-1 CAGCAATGTCTACT-1 CAGCAATGTGACCA-1
#> "01" "032" "01" "0212" "01"
#> CAGCAATGTGAGGG-1 CAGCACCTAAGCCT-1 CAGCACCTAGGCGA-1 CAGCACCTGTAGGG-1 CAGCATGACAACCA-1
#> "0211" "01" "01" "0222" "0212"
#> CAGCATGAGACGTT-1 CAGCCTACCCAACA-1 CAGCCTTGCTACCC-1 CAGCCTTGGGGACA-1 CAGCGGACACCCTC-1
#> "01" "01" "0212" "01" "01"
#> CAGCGGACCTTTAC-1 CAGCGTCTAAAGCA-1 CAGCGTCTTATCGG-1 CAGCTAGATGTGAC-1 CAGCTCTGAGGCGA-1
#> "032" "01" "01" "0211" "01"
#> CAGCTCTGCAAGCT-1 CAGCTCTGTCGTAG-1 CAGCTCTGTGTGGT-1 CAGGAACTAACTGC-1 CAGGAACTCTCAGA-1
#> "031" "0222" "032" "01" "0211"
#> CAGGCCGAACACCA-1 CAGGCCGAACACGT-1 CAGGCCGAACGACT-1 CAGGCCGAATCTCT-1 CAGGCCGACTAGCA-1
#> "01" "01" "01" "0222" "042"
#> CAGGGCACCATACG-1 CAGGGCACCCAACA-1 CAGGGCACTCCCGT-1 CAGGTAACAGACTC-1 CAGGTATGAGTCGT-1
#> "041" "01" "01" "0212" "01"
#> CAGGTATGTGCTTT-1 CAGGTTGAGGATCT-1 CAGTGATGGACGGA-1 CAGTGATGGCTAAC-1 CAGTGATGGGACAG-1
#> "01" "042" "041" "032" "01"
#> CAGTGATGTAAGGA-1 CAGTGATGTACGCA-1 CAGTGTGATGTCAG-1 CAGTTACTAAGGTA-1 CAGTTACTGATAGA-1
#> "042" "041" "01" "042" "01"
#> CAGTTGGAAAGAGT-1 CAGTTGGACATACG-1 CAGTTTACACACGT-1 CAGTTTACCCCAAA-1 CATAAAACGGAGCA-1
#> "0222" "01" "032" "01" "0212"
#> CATAAATGAACTGC-1 CATAACCTTCTCCG-1 CATACTACCTCGAA-1 CATACTACCTGAAC-1 CATACTACGTACCA-1
#> "01" "01" "01" "01" "0211"
#> CATACTTGGGTTAC-1 CATAGTCTAATCGC-1 CATAGTCTCACTTT-1 CATATAGACTAAGC-1 CATATAGATCAGGT-1
#> "0221" "01" "01" "0212" "042"
#> CATCAACTAGAAGT-1 CATCAACTCCCTCA-1 CATCAGGACTTCCG-1 CATCAGGATAGCCA-1 CATCAGGATCCTAT-1
#> "01" "01" "032" "032" "0221"
#> CATCAGGATGCACA-1 CATCAGGATTTCGT-1 CATCATACCGCATA-1 CATCATACGGAGCA-1 CATCATACTCAAGC-1
#> "0221" "0211" "0222" "041" "01"
#> CATCGCTGGGATCT-1 CATCGCTGTGGCAT-1 CATCGGCTATGCTG-1 CATCGGCTTTGGCA-1 CATCTCCTATGTGC-1
#> "01" "041" "01" "01" "042"
#> CATCTCCTCGAACT-1 CATGAGACACGGGA-1 CATGAGACGTTGAC-1 CATGAGACTCGCCT-1 CATGCCACGGGTGA-1
#> "0222" "041" "032" "01" "01"
#> CATGCCACTGCCAA-1 CATGCGCTAGTCAC-1 CATGCGCTCAGATC-1 CATGCGCTTTGCAG-1 CATGGCCTAGGGTG-1
#> "01" "0221" "0211" "0221" "0211"
#> CATGGCCTGTGCAT-1 CATGTACTATCGTG-1 CATGTTACAGTCGT-1 CATGTTACCTGAGT-1 CATGTTTGGGGATG-1
#> "01" "031" "031" "01" "0212"
#> CATTACACACGGAG-1 CATTACACCAACTG-1 CATTACACGGAGTG-1 CATTACACTACTCT-1 CATTAGCTCCACAA-1
#> "041" "032" "01" "01" "0212"
#> CATTGACTAGCGGA-1 CATTGGGACTCGAA-1 CATTGTACAGCGTT-1 CATTGTACTCGATG-1 CATTGTACTTATCC-1
#> "0212" "01" "01" "042" "01"
#> CATTGTACTTTGCT-1 CATTGTTGCTAGTG-1 CATTTCGACTCTAT-1 CATTTCGAGATACC-1 CATTTGACCACACA-1
#> "0221" "01" "031" "032" "031"
#> CATTTGACCCTGAA-1 CATTTGTGACGACT-1 CATTTGTGCATTGG-1 CATTTGTGCGGAGA-1 CATTTGTGGGATCT-1
#> "031" "042" "01" "01" "042"
#> CCAAAGTGCTACGA-1 CCAAAGTGTGAGAA-1 CCAACCTGAAGTAG-1 CCAACCTGACGTAC-1 CCAACCTGTTCGCC-1
#> "0222" "0211" "031" "0212" "0212"
#> CCAAGAACCCAATG-1 CCAAGAACGTAGCT-1 CCAAGAACGTGTCA-1 CCAAGAACTACTGG-1 CCAAGAACTCCTAT-1
#> "01" "01" "01" "031" "041"
#> CCAAGATGTCATTC-1 CCAAGATGTTTCAC-1 CCAAGTGAGGAACG-1 CCAAGTGATCAAGC-1 CCAATTTGAACGTC-1
#> "01" "01" "01" "01" "0212"
#> CCACCATGAACGTC-1 CCACCATGATCGGT-1 CCACCATGGACGAG-1 CCACCATGGGGAGT-1 CCACCATGTCCTGC-1
#> "01" "01" "0221" "01" "031"
#> CCACTGACCCGCTT-1 CCACTGTGGGAAGC-1 CCACTGTGTGTAGC-1 CCACTTCTCGGGAA-1 CCAGAAACCCTGTC-1
#> "0212" "0211" "01" "0222" "041"
#> CCAGAAACGAACTC-1 CCAGAAACGGTCTA-1 CCAGACCTCTGAGT-1 CCAGACCTTGTGGT-1 CCAGCACTGCGATT-1
#> "01" "01" "041" "01" "0221"
#> CCAGCGGAAAGGCG-1 CCAGCGGACGACTA-1 CCAGCGGATGGGAG-1 CCAGCTACACAGTC-1 CCAGCTACCAGCTA-1
#> "0211" "0212" "01" "01" "041"
#> CCAGGTCTACACCA-1 CCAGGTCTAGCATC-1 CCAGGTCTATGGTC-1 CCAGTCACACTGGT-1 CCAGTCACACTGTG-1
#> "041" "0211" "01" "0212" "041"
#> CCAGTCACGTTGTG-1 CCAGTGCTAACCAC-1 CCAGTGCTCGTAGT-1 CCATCCGAAAGCAA-1 CCATCCGAACGACT-1
#> "01" "01" "01" "01" "01"
#> CCATCCGAAGGTTC-1 CCATCCGATTCGCC-1 CCATCGTGAACGGG-1 CCATCGTGCTAGAC-1 CCCAACACCTCGCT-1
#> "041" "0211" "01" "0221" "042"
#> CCCAACACGCATCA-1 CCCAACACTTTGTC-1 CCCAACTGCAATCG-1 CCCAGACTGCCTTC-1 CCCAGACTGGTTTG-1
#> "01" "0222" "0211" "0222" "042"
#> CCCAGACTTTCGCC-1 CCCAGTTGCAGTTG-1 CCCAGTTGGGTACT-1 CCCAGTTGTCTATC-1 CCCGATTGTGTTTC-1
#> "0221" "0222" "01" "041" "01"
#> CCCGGAGAAGGGTG-1 CCCTACGAATTGGC-1 CCCTAGTGCAAAGA-1 CCCTCAGACACTTT-1 CCCTCAGACGAGAG-1
#> "0211" "0211" "01" "042" "01"
#> CCCTCAGAGGTCAT-1 CCCTGAACTAAAGG-1 CCCTGATGCAACCA-1 CCCTGATGCAAGCT-1 CCCTTACTAACCAC-1
#> "01" "041" "01" "042" "0222"
#> CCCTTACTGCAGTT-1 CCGAAAACCTTGTT-1 CCGACACTGGTTTG-1 CCGACTACCCAGTA-1 CCGACTACCGTGTA-1
#> "01" "0221" "01" "0222" "01"
#> CCGACTACTGAGGG-1 CCGATAGACCTAAG-1 CCGATAGAGTTGGT-1 CCGCGAGACACACA-1 CCGCGAGAGGTTCA-1
#> "01" "01" "0222" "0212" "01"
#> CCGCTATGGGACGA-1 CCGCTATGTGCAAC-1 CCGCTATGTGCACA-1 CCGGTACTGTCCTC-1 CCGTACACAAGCAA-1
#> "041" "0222" "0212" "01" "01"
#> CCGTACACAGCGTT-1 CCGTACACGTCATG-1 CCGTACACGTTGGT-1 CCGTACACTAACGC-1 CCTAAACTTTCGTT-1
#> "042" "031" "0222" "01" "01"
#> CCTAAGGACCCAAA-1 CCTAAGGACTAGCA-1 CCTAAGGAGGGCAA-1 CCTAAGGATGATGC-1 CCTAAGGATGTCAG-1
#> "01" "0211" "031" "01" "01"
#> CCTACCGACTCTTA-1 CCTACCGAGGGATG-1 CCTAGAGAGGTGAG-1 CCTATAACCAAAGA-1 CCTATAACGAGACG-1
#> "01" "042" "041" "01" "0211"
#> CCTATAACTCAGAC-1 CCTATAACTGCATG-1 CCTCGAACACTTTC-1 CCTCGAACCCGTAA-1 CCTCGAACGTATCG-1
#> "01" "0221" "032" "0221" "01"
#> CCTCGAACTTACTC-1 CCTCTACTCTTCGC-1 CCTCTACTGGCATT-1 CCTGACTGAAGTAG-1 CCTGACTGGGGAGT-1
#> "01" "0212" "01" "01" "01"
#> CCTGACTGTGTCTT-1 CCTGCAACACGTTG-1 CCTGGACTCGTGAT-1 CCTTAATGCCCAAA-1 CCTTAATGTTCTAC-1
#> "041" "0212" "01" "041" "0221"
#> CCTTCACTACGACT-1 CCTTCACTCAGTCA-1 CCTTCACTGGAGTG-1 CCTTTAGATTCATC-1 CGAACATGCCCTAC-1
#> "01" "042" "0211" "0212" "0212"
#> CGAACATGTCAGAC-1 CGAAGACTGGAACG-1 CGAAGACTGTTACG-1 CGAAGGGAAACCTG-1 CGAAGGGATCCGAA-1
#> "01" "01" "01" "031" "042"
#> CGAAGTACCAACTG-1 CGAATCGAGGAGCA-1 CGAATCGAGGAGGT-1 CGACAAACCCATAG-1 CGACAAACCGACAT-1
#> "041" "0211" "01" "01" "042"
#> CGACCACTAAAGTG-1 CGACCACTGCCAAT-1 CGACCGGAAGGTCT-1 CGACCGGATGGAAA-1 CGACCTTGCTAGTG-1
#> "032" "032" "01" "01" "01"
#> CGACGTCTATCGTG-1 CGACGTCTCGTGTA-1 CGACGTCTGAGGCA-1 CGACTCACGTCGTA-1 CGACTCACGTTGCA-1
#> "01" "01" "01" "01" "01"
#> CGACTCTGTGTGAC-1 CGACTGCTTCCTCG-1 CGAGAACTAAGGCG-1 CGAGAACTACGTTG-1 CGAGAACTTGTTCT-1
#> "01" "0212" "031" "01" "0212"
#> CGAGATTGGACACT-1 CGAGATTGGCCATA-1 CGAGCCGAACACCA-1 CGAGCCGAGGCGAA-1 CGAGCGTGCTCCAC-1
#> "031" "031" "01" "01" "01"
#> CGAGCGTGGATACC-1 CGAGCGTGTATGCG-1 CGAGGAGACCTCCA-1 CGAGGAGATGTCGA-1 CGAGGCACCTATGG-1
#> "01" "0211" "041" "01" "031"
#> CGAGGCACTATGCG-1 CGAGGCACTCTTCA-1 CGAGGCTGACGCTA-1 CGAGGCTGGCAGTT-1 CGAGGGCTACGACT-1
#> "0222" "01" "032" "0212" "041"
#> CGAGGGCTCGAATC-1 CGAGTATGTCACCC-1 CGATACGAACAGTC-1 CGATACGACAGGAG-1 CGATACGATTCACT-1
#> "01" "0221" "0222" "031" "041"
#> CGATAGACCCGTAA-1 CGATAGACCGTACA-1 CGATAGACGTAGGG-1 CGATAGACTGTTCT-1 CGATCAGAAGAACA-1
#> "0211" "01" "0211" "01" "031"
#> CGATCAGAGAGGGT-1 CGATCAGAGGTACT-1 CGATCAGATGTGAC-1 CGATCCACCGGGAA-1 CGATCCACTTCCAT-1
#> "01" "01" "0222" "031" "041"
#> CGCAAATGCTCGAA-1 CGCAACCTCCTTGC-1 CGCAACCTGGACGA-1 CGCACGGAGGACGA-1 CGCACGGATCTTTG-1
#> "01" "01" "01" "041" "01"
#> CGCACTACAGAATG-1 CGCACTACAGCCAT-1 CGCACTACATTGGC-1 CGCACTACTCGCCT-1 CGCACTACTCGTGA-1
#> "01" "01" "01" "041" "01"
#> CGCACTTGTCACGA-1 CGCAGGACAGATCC-1 CGCAGGACCTACTT-1 CGCAGGACTTGTCT-1 CGCAGGTGCACTGA-1
#> "0212" "01" "01" "0221" "01"
#> CGCAGGTGCCATAG-1 CGCAGGTGGGAACG-1 CGCATAGATCACGA-1 CGCCATACTGCAAC-1 CGCCATTGAGAGGC-1
#> "0221" "01" "0211" "01" "01"
#> CGCCATTGCTATGG-1 CGCCATTGGAGACG-1 CGCCATTGGAGCAG-1 CGCCATTGTACTGG-1 CGCCGAGAGCTTAG-1
#> "01" "01" "042" "042" "032"
#> CGCCTAACGAATGA-1 CGCCTAACTGCTCC-1 CGCGAGACACAGCT-1 CGCGAGACAGGTCT-1 CGCGAGACGCTACA-1
#> "0222" "01" "01" "042" "01"
#> CGCGATCTCAGTCA-1 CGCGATCTGTTGAC-1 CGCGATCTTTCTTG-1 CGCGGATGGCCAAT-1 CGCTAAGAATGTCG-1
#> "0212" "0212" "042" "01" "01"
#> CGCTAAGACAACTG-1 CGCTAAGACCCTTG-1 CGCTACTGAACAGA-1 CGCTACTGAGAACA-1 CGCTACTGTGAGCT-1
#> "01" "01" "0222" "01" "01"
#> CGCTACTGTTCCCG-1 CGCTCATGCATTTC-1 CGGAATTGGTTTGG-1 CGGAATTGTGGAGG-1 CGGACCGATGCGTA-1
#> "031" "0211" "01" "01" "031"
#> CGGACCGATGGGAG-1 CGGACTCTAAACAG-1 CGGACTCTCCAATG-1 CGGACTCTCCTCGT-1 CGGAGGCTATTCCT-1
#> "01" "041" "01" "032" "01"
#> CGGAGGCTTGGATC-1 CGGATAACAACGAA-1 CGGATAACAGCTCA-1 CGGATAACTCAGTG-1 CGGCACGAACTCAG-1
#> "01" "0212" "01" "0211" "01"
#> CGGCACGAAGGGTG-1 CGGCACGACTACGA-1 CGGCATCTTAGAAG-1 CGGCATCTTCGTAG-1 CGGCCAGAAAGGTA-1
#> "01" "0221" "01" "0212" "01"
#> CGGCCAGAGAGGCA-1 CGGCGAACCAGTCA-1 CGGCGAACGACAAA-1 CGGCGAACGGTCTA-1 CGGCGAACTACTTC-1
#> "031" "0222" "032" "01" "032"
#> CGGGACTGCGTGTA-1 CGGGACTGGAATAG-1 CGGGCATGACCCAA-1 CGGGCATGTCTCTA-1 CGGGCATGTTGTGG-1
#> "01" "031" "031" "031" "01"
#> CGGTAAACTCGCAA-1 CGGTCACTGTTTGG-1 CGGTCACTTACTTC-1 CGTAACGATCGCCT-1 CGTACCACACACAC-1
#> "01" "01" "01" "01" "01"
#> CGTACCACACGTTG-1 CGTACCACCTCATT-1 CGTACCACGGAGCA-1 CGTACCTGGCATCA-1 CGTAGCCTCTCTCG-1
#> "01" "01" "01" "032" "0212"
#> CGTAGCCTGCGAAG-1 CGTAGCCTGTATGC-1 CGTCAAGAAAGGTA-1 CGTCAAGAACGTGT-1 CGTCAAGACAGAGG-1
#> "01" "0221" "0211" "01" "01"
#> CGTCAAGACAGGAG-1 CGTCCATGCTCTTA-1 CGTCGACTTTCCGC-1 CGTGATGACGCTAA-1 CGTGATGAGGTTCA-1
#> "031" "01" "01" "01" "01"
#> CGTGCACTTATGGC-1 CGTGTAGAAAAACG-1 CGTGTAGACGATAC-1 CGTGTAGAGTTACG-1 CGTGTAGAGTTCAG-1
#> "0222" "01" "031" "032" "0211"
#> CGTGTAGATTCGGA-1 CGTTAGGAAACCAC-1 CGTTAGGATCATTC-1 CGTTATACCCTGAA-1 CGTTTAACTGGTCA-1
#> "032" "01" "0222" "031" "01"
#> CTAAACCTCTGACA-1 CTAAACCTGTGCAT-1 CTAACACTAACGTC-1 CTAACACTAGTGCT-1 CTAACGGAACCGAT-1
#> "032" "042" "01" "0222" "032"
#> CTAACGGATTTCTG-1 CTAACTACGGCAAG-1 CTAAGGACACCATG-1 CTAAGGACCGTTAG-1 CTAAGGACGCCATA-1
#> "01" "01" "01" "01" "0212"
#> CTAAGGTGCCTAAG-1 CTAAGGTGTTGCAG-1 CTAAGGTGTTTCTG-1 CTAATAGAGCTATG-1 CTAATGCTTGTGGT-1
#> "041" "01" "01" "01" "0212"
#> CTACAACTCCCGTT-1 CTACCTCTCAACCA-1 CTACGCACACCTAG-1 CTACGCACTCTCCG-1 CTACGCACTGGTCA-1
#> "031" "01" "0221" "01" "032"
#> CTACGGCTTTCTTG-1 CTACTATGAACCAC-1 CTACTATGATGTGC-1 CTACTATGCTAAGC-1 CTACTATGTAAAGG-1
#> "0222" "0212" "0211" "01" "041"
#> CTACTCCTATGTCG-1 CTACTCCTGCCATA-1 CTAGAGACACTTTC-1 CTAGAGACAGCATC-1 CTAGAGACTTTGGG-1
#> "032" "0211" "01" "031" "0221"
#> CTAGATCTCTCTAT-1 CTAGATCTTCGACA-1 CTAGGATGAGCCTA-1 CTAGGATGATCGTG-1 CTAGGCCTCTCAGA-1
#> "01" "01" "042" "042" "01"
#> CTAGGTGATGGTTG-1 CTAGTTACCAGAGG-1 CTAGTTACCGCATA-1 CTAGTTACGAAACA-1 CTATAAGATCGTTT-1
#> "0221" "01" "01" "032" "042"
#> CTATACTGAGGTTC-1 CTATACTGCCAGTA-1 CTATACTGCGCTAA-1 CTATACTGCTACGA-1 CTATACTGTCTCAT-1
#> "0211" "01" "0211" "032" "032"
#> CTATACTGTTCGTT-1 CTATAGCTGTCACA-1 CTATAGCTTCGCTC-1 CTATAGCTTGCCTC-1 CTATCAACGAACTC-1
#> "01" "01" "0212" "0212" "01"
#> CTATCAACGCAGAG-1 CTATCAACTTTGGG-1 CTATCCCTCCACCT-1 CTATGTACGAGAGC-1 CTATGTACGCTTAG-1
#> "01" "01" "0212" "01" "01"
#> CTATGTACTGTTTC-1 CTATGTTGAAAGCA-1 CTATGTTGTCCTCG-1 CTATGTTGTCTCGC-1 CTATTGACAAACGA-1
#> "042" "01" "01" "01" "0211"
#> CTATTGACACTGGT-1 CTATTGACGGTGAG-1 CTATTGTGGCAAGG-1 CTCAATTGGTTCAG-1 CTCAATTGGTTGCA-1
#> "0222" "0222" "01" "01" "0212"
#> CTCAGAGATAGAAG-1 CTCAGCACTCTAGG-1 CTCAGCACTGAACC-1 CTCAGCACTTGCAG-1 CTCAGCTGAACCTG-1
#> "01" "01" "0211" "01" "0212"
#> CTCAGCTGCAGTTG-1 CTCAGGCTCGTTGA-1 CTCAGGCTGCTAAC-1 CTCATTGACCTTAT-1 CTCATTGATGCTTT-1
#> "01" "0221" "01" "01" "0222"
#> CTCCACGAGAGATA-1 CTCCATCTCTTAGG-1 CTCCATCTGACGAG-1 CTCCGAACAAGTGA-1 CTCCTACTGCCTTC-1
#> "0222" "01" "01" "0221" "0211"
#> CTCGAAGATGTGGT-1 CTCGAAGATTAGGC-1 CTCGACTGCTCTAT-1 CTCGACTGGGTGAG-1 CTCGACTGGTTGAC-1
#> "01" "0212" "01" "01" "032"
#> CTCGAGCTCTGGAT-1 CTCGCATGACTTTC-1 CTCGCATGCTTAGG-1 CTCTAAACCTCGAA-1 CTCTAAACGGCGAA-1
#> "032" "01" "01" "01" "01"
#> CTCTAATGTCCAAG-1 CTGAACGACAGTCA-1 CTGAACGATGAGGG-1 CTGAAGACCCAACA-1 CTGAAGACGTGCAT-1
#> "0212" "01" "01" "01" "042"
#> CTGAAGTGAAGCCT-1 CTGAAGTGCAGCTA-1 CTGAAGTGGCTATG-1 CTGAAGTGTCCAGA-1 CTGAATCTGAATAG-1
#> "0221" "041" "01" "01" "01"
#> CTGACAGAATCGTG-1 CTGACCACAGCAAA-1 CTGAGAACCGGGAA-1 CTGAGAACGTAAAG-1 CTGATACTAGTAGA-1
#> "031" "01" "01" "032" "01"
#> CTGATTTGGTGTTG-1 CTGCAGCTAACCGT-1 CTGCAGCTGACACT-1 CTGCAGCTGGATTC-1 CTGCAGCTTGGCAT-1
#> "0222" "01" "01" "0222" "01"
#> CTGCCAACAGGAGC-1 CTGCCAACCAGCTA-1 CTGCCAACTAACCG-1 CTGCCAACTGCTCC-1 CTGCCAACTTGCAG-1
#> "01" "01" "0212" "031" "01"
#> CTGCCAACTTGCTT-1 CTGCGACTCCACCT-1 CTGGAAACAAACGA-1 CTGGAAACATCGAC-1 CTGGATGACTGGAT-1
#> "01" "031" "031" "01" "031"
#> CTGGATGACTTGTT-1 CTGGATGATGTGAC-1 CTGGCACTCAAGCT-1 CTGTAACTAACCAC-1 CTGTAACTAGCGTT-1
#> "01" "041" "0212" "01" "01"
#> CTGTATACGTAAAG-1 CTGTATACGTACGT-1 CTGTATACGTTGGT-1 CTGTGAGACAACCA-1 CTGTGAGACCTTGC-1
#> "01" "0222" "01" "0221" "031"
#> CTGTGAGACGAACT-1 CTGTGAGACTGTAG-1 CTTAAAGAACCTGA-1 CTTAACACCTGTAG-1 CTTAACACTATCGG-1
#> "0212" "0212" "01" "01" "041"
#> CTTAAGCTACCTAG-1 CTTAAGCTAGTACC-1 CTTAAGCTCATCAG-1 CTTAAGCTCCGCTT-1 CTTACAACTAACGC-1
#> "01" "01" "01" "042" "01"
#> CTTACAACTCCCGT-1 CTTACTGACGTACA-1 CTTAGACTAAACGA-1 CTTAGGGACTTGCC-1 CTTAGGGAGAATCC-1
#> "0211" "01" "01" "01" "01"
#> CTTATCGACTCATT-1 CTTCACCTACCTGA-1 CTTCATGAAGCATC-1 CTTCATGAAGTACC-1 CTTCATGACCGAAT-1
#> "01" "0221" "041" "01" "01"
#> CTTGAACTACGCAT-1 CTTGATTGAGGTTC-1 CTTGATTGATCTTC-1 CTTGATTGCATTCT-1 CTTGATTGTTTCGT-1
#> "01" "031" "0212" "01" "01"
#> CTTGTATGACACCA-1 CTTGTATGCGCAAT-1 CTTTACGAGCGAAG-1 CTTTAGACCGTGAT-1 CTTTAGACGAGACG-1
#> "042" "041" "01" "01" "01"
#> CTTTAGACGATACC-1 CTTTAGACGTTGGT-1 CTTTAGACTCATTC-1 CTTTAGTGACGGGA-1 CTTTAGTGGGTGGA-1
#> "01" "01" "01" "032" "01"
#> CTTTCAGAGAAACA-1 CTTTGATGAGCACT-1 CTTTGATGTCTAGG-1 CTTTGATGTGTCCC-1 CTTTGATGTGTGGT-1
#> "01" "01" "01" "01" "01"
#> GAAACAGAACTACG-1 GAAACAGAATCACG-1 GAAACAGACATTCT-1 GAAACCTGATCGTG-1 GAAACCTGATGCCA-1
#> "01" "01" "01" "01" "01"
#> GAAACCTGCTTATC-1 GAAACCTGGACTAC-1 GAAACCTGTGCTAG-1 GAAAGATGATTTCC-1 GAAAGATGCTGATG-1
#> "01" "0221" "01" "01" "0221"
#> GAAAGATGCTTCGC-1 GAAAGATGTAAGGA-1 GAAAGCCTACGTTG-1 GAAAGTGAAAGTGA-1 GAAAGTGACCACAA-1
#> "0212" "01" "041" "0222" "0212"
#> GAAAGTGACTCAAG-1 GAAATACTACCAAC-1 GAAATACTCTTAGG-1 GAAATACTTCCTCG-1 GAACACACGTGCAT-1
#> "01" "0211" "041" "031" "0222"
#> GAACACACTGCCTC-1 GAACAGCTAACTGC-1 GAACAGCTCTCAGA-1 GAACCAACCACAAC-1 GAACCAACTTCCGC-1
#> "01" "0221" "0221" "01" "032"
#> GAACCTGAACGTGT-1 GAACCTGAGAGACG-1 GAACCTGATGAACC-1 GAACGGGATACTTC-1 GAACTGTGACCTGA-1
#> "01" "01" "01" "01" "0221"
#> GAACTGTGCCAGTA-1 GAAGAATGCAATCG-1 GAAGCGGACCTATT-1 GAAGCTACGAATGA-1 GAAGCTACGGTTTG-1
#> "0212" "01" "0222" "0222" "031"
#> GAAGGGTGAAAGTG-1 GAAGGGTGCTTAGG-1 GAAGGTCTGAAAGT-1 GAAGGTCTGTTGCA-1 GAAGGTCTTAAAGG-1
#> "01" "0212" "031" "01" "0222"
#> GAAGTAGACTCCCA-1 GAAGTAGATCCAAG-1 GAAGTCACCCTCGT-1 GAAGTCACCCTGTC-1 GAAGTCTGTCGCAA-1
#> "031" "0221" "0211" "041" "041"
#> GAAGTCTGTTCTGT-1 GAAGTGCTAAACGA-1 GAAGTGCTCCGCTT-1 GAAGTGCTTAACCG-1 GAATGCACCCTAAG-1
#> "01" "032" "0222" "01" "01"
#> GAATGCACCTTCGC-1 GAATGCTGCGGTAT-1 GAATTAACGATAAG-1 GAATTAACGGTCAT-1 GAATTAACGTCGTA-1
#> "032" "01" "01" "01" "032"
#> GAATTAACTGAAGA-1 GACAACACAGGCGA-1 GACAACACATCGTG-1 GACAACACTCGCCT-1 GACAACTGAGGTTC-1
#> "042" "01" "01" "01" "01"
#> GACAGGGAAGAGTA-1 GACAGGGAATGCCA-1 GACAGTACGAGCTT-1 GACAGTACTTCGGA-1 GACAGTTGAGTAGA-1
#> "041" "01" "0221" "0221" "042"
#> GACATTCTCCACCT-1 GACCAAACGACTAC-1 GACCAAACGTATCG-1 GACCCTACTAAAGG-1 GACCTAGACCTCAC-1
#> "0222" "0211" "0212" "041" "01"
#> GACCTAGACGAGAG-1 GACCTCACAAGGTA-1 GACCTCACGTACGT-1 GACCTCTGCATCAG-1 GACGAACTCCCACT-1
#> "01" "01" "0222" "01" "01"
#> GACGATTGCCAATG-1 GACGCCGACCTTCG-1 GACGCTCTCTCTCG-1 GACGGCACACGGGA-1 GACGGCACGAGATA-1
#> "041" "01" "032" "032" "0222"
#> GACGTAACCTATGG-1 GACGTAACCTGTGA-1 GACGTAACTATGGC-1 GACGTATGTTGACG-1 GACGTATGTTTGCT-1
#> "01" "01" "01" "01" "01"
#> GACGTCCTACGGAG-1 GACGTCCTCTCAAG-1 GACGTCCTGATAAG-1 GACTACGATGGTCA-1 GACTCCTGCTCGCT-1
#> "01" "0212" "042" "041" "01"
#> GACTCCTGGGTTAC-1 GACTCCTGTTATCC-1 GACTCCTGTTGGTG-1 GACTGAACCAATCG-1 GACTGATGTGATGC-1
#> "01" "01" "0212" "0212" "01"
#> GACTTTACATGCCA-1 GACTTTACGACAGG-1 GAGAAATGTTCTCA-1 GAGATAGAAAAAGC-1 GAGATCACGACAAA-1
#> "01" "042" "042" "0222" "0221"
#> GAGATGCTCTGGAT-1 GAGATGCTGAATGA-1 GAGCAGGATTCCCG-1 GAGCATACTTTGCT-1 GAGCGCACGCGTAT-1
#> "031" "01" "031" "0221" "0211"
#> GAGCGCACGGTGAG-1 GAGCGCTGAAGATG-1 GAGCGCTGTCTTAC-1 GAGCGGCTGGGAGT-1 GAGGACGACTCAGA-1
#> "01" "032" "0211" "041" "01"
#> GAGGATCTGAAAGT-1 GAGGCAGACTTGCC-1 GAGGGAACACCAGT-1 GAGGGAACGAGGGT-1 GAGGGATGGGAAAT-1
#> "041" "031" "01" "01" "01"
#> GAGGGCCTTCACCC-1 GAGGGTGAAGAGTA-1 GAGGTACTACGGTT-1 GAGGTACTACTCAG-1 GAGGTACTGACACT-1
#> "01" "01" "01" "0212" "032"
#> GAGGTACTGGGAGT-1 GAGGTACTTAGCGT-1 GAGGTGGAGTACGT-1 GAGGTGGATCCTCG-1 GAGGTTACTCGTTT-1
#> "01" "0222" "01" "032" "0222"
#> GAGGTTTGTAAGCC-1 GAGTCAACCATTCT-1 GAGTCAACGGGAGT-1 GAGTCTGATCGTGA-1 GAGTCTGATTTGGG-1
#> "0211" "01" "01" "01" "041"
#> GAGTGACTCAGCTA-1 GAGTGACTCGGTAT-1 GAGTGACTCTTGCC-1 GAGTGACTGACTAC-1 GAGTGACTGTCTAG-1
#> "031" "031" "042" "041" "01"
#> GAGTGGGAGTCTTT-1 GAGTGGGATGCCCT-1 GAGTGGGATGCTGA-1 GAGTGTTGCTGTAG-1 GAGTGTTGTGGTCA-1
#> "041" "01" "041" "01" "01"
#> GAGTTGTGCATGGT-1 GAGTTGTGCTGAGT-1 GAGTTGTGGCGAGA-1 GAGTTGTGGTAGCT-1 GAGTTGTGTATGCG-1
#> "0211" "031" "0211" "032" "0221"
#> GATAAGGAGAAACA-1 GATAAGGATTCACT-1 GATACTCTATCGGT-1 GATACTCTTACTTC-1 GATACTCTTGACTG-1
#> "0211" "0212" "01" "01" "0212"
#> GATAGAGAAGGGTG-1 GATAGAGACTGTGA-1 GATAGAGATCACGA-1 GATAGCACCCATAG-1 GATAGCACGAAGGC-1
#> "031" "01" "0212" "01" "0222"
#> GATAGCACTTGTCT-1 GATATAACAAGGTA-1 GATATAACACGCAT-1 GATATATGCTGGAT-1 GATATATGTCCGTC-1
#> "01" "01" "01" "01" "031"
#> GATATATGTGGAGG-1 GATATCCTAGAAGT-1 GATATCCTCCCGTT-1 GATATTGACAGGAG-1 GATATTGACGAGTT-1
#> "0212" "01" "0211" "031" "0221"
#> GATATTGAGCCAAT-1 GATCCCTGACCTTT-1 GATCCCTGTGTAGC-1 GATCCGCTGGTCAT-1 GATCGAACCGAGAG-1
#> "01" "032" "031" "0212" "01"
#> GATCGATGACTAGC-1 GATCGATGGTAAAG-1 GATCGATGTAAGGA-1 GATCGTGACACTAG-1 GATCGTGATTCACT-1
#> "042" "041" "0212" "01" "01"
#> GATCTACTGGTGAG-1 GATCTACTTTGCAG-1 GATCTTACACCCAA-1 GATCTTACCCTACC-1 GATCTTACGAATAG-1
#> "01" "041" "0221" "01" "0211"
#> GATCTTACGAGATA-1 GATGCAACTCCAGA-1 GATGCCCTACGTAC-1 GATGCCCTCTCATT-1 GATGCCCTGGCAAG-1
#> "0212" "01" "01" "01" "0212"
#> GATGCCCTTTTGCT-1 GATTACCTTGTTCT-1 GATTCGGAACGACT-1 GATTCGGACAGGAG-1 GATTCGGAGAAGGC-1
#> "01" "01" "01" "0222" "0221"
#> GATTCTTGATTCGG-1 GATTCTTGCCGATA-1 GATTCTTGCGAGTT-1 GATTGGACCCGTTC-1 GATTGGACGGTGTT-1
#> "0222" "01" "041" "042" "041"
#> GATTGGACTTTCGT-1 GATTGGTGTGTCAG-1 GATTTAGACACTCC-1 GATTTAGACTAAGC-1 GATTTAGATTCGTT-1
#> "041" "01" "0221" "042" "0211"
#> GATTTGCTAACGAA-1 GATTTGCTAACGGG-1 GCAACCCTCCTCGT-1 GCAACTGATTGCGA-1 GCAAGACTACTGGT-1
#> "01" "0211" "0211" "01" "01"
#> GCAAGACTAGGTCT-1 GCAAGACTCCCTTG-1 GCAATCGACTGCAA-1 GCAATCGAGACGTT-1 GCAATCGATCCTTA-1
#> "01" "01" "01" "0222" "0212"
#> GCAATTCTCGTGTA-1 GCAATTCTTCTCCG-1 GCACAAACAATGCC-1 GCACAAACGGTACT-1 GCACAATGGTGCAT-1
#> "01" "01" "01" "01" "0212"
#> GCACACCTGTGCTA-1 GCACCACTCATGAC-1 GCACCACTGTTTGG-1 GCACCACTTCCTTA-1 GCACCACTTTCGGA-1
#> "032" "0212" "0211" "032" "0212"
#> GCACCTACGCGATT-1 GCACCTTGGCTGTA-1 GCACCTTGGGGAGT-1 GCACGGACCAGCTA-1 GCACGGTGACCTCC-1
#> "01" "01" "0222" "01" "01"
#> GCACGGTGCTATGG-1 GCACTAGAACGGGA-1 GCACTAGAAGATGA-1 GCACTAGACCTTTA-1 GCACTAGACGTAAC-1
#> "0222" "01" "041" "0221" "041"
#> GCACTAGAGTCGTA-1 GCACTAGATGCAAC-1 GCACTGCTGAGGCA-1 GCAGATACAGCGTT-1 GCAGATACGACGGA-1
#> "031" "01" "01" "01" "01"
#> GCAGATACGCAGAG-1 GCAGCCGACAGTCA-1 GCAGCGTGCACTCC-1 GCAGCTCTCAATCG-1 GCAGCTCTGTTTCT-1
#> "01" "01" "01" "01" "01"
#> GCAGGGCTAAGAAC-1 GCAGGGCTAAGGGC-1 GCAGGGCTATCGAC-1 GCAGGGCTTGGGAG-1 GCAGTCCTAACTGC-1
#> "01" "01" "032" "031" "01"
#> GCAGTCCTCTCTTA-1 GCATCAGATGCGTA-1 GCATGTGACAAGCT-1 GCATTGGAGAAGGC-1 GCCAAAACGAGGCA-1
#> "01" "01" "01" "01" "031"
#> GCCAAATGATCGAC-1 GCCAACCTACGGTT-1 GCCAACCTCGCCTT-1 GCCACGGAGGCGAA-1 GCCACGGATACTGG-1
#> "01" "01" "01" "0211" "01"
#> GCCACTACGTCTTT-1 GCCCAACTACCGAT-1 GCCCAACTATGGTC-1 GCCCATACAGCGTT-1 GCCGACGAACTCTT-1
#> "01" "01" "031" "031" "0222"
#> GCCGAGTGCGTTGA-1 GCCGGAACGAACTC-1 GCCGGAACGTTCTT-1 GCCGGAACTGCACA-1 GCCGGAACTTACTC-1
#> "01" "031" "032" "032" "01"
#> GCCGTACTACCTGA-1 GCCGTACTGGCAAG-1 GCCTACACAGTTCG-1 GCCTACACCACTGA-1 GCCTACACCTTGAG-1
#> "01" "0211" "032" "0221" "01"
#> GCCTAGCTACGGAG-1 GCCTAGCTCTATTC-1 GCCTAGCTTCTCAT-1 GCCTAGCTTCTCTA-1 GCCTCAACCATGGT-1
#> "041" "01" "01" "0221" "01"
#> GCCTCAACTCTTTG-1 GCCTCATGTCTTAC-1 GCCTGACTCTCAAG-1 GCGAAGGAACTCTT-1 GCGAAGGATGCCAA-1
#> "031" "01" "0212" "01" "01"
#> GCGAGAGAGGGACA-1 GCGAGCACTGTCGA-1 GCGAGCACTTGACG-1 GCGAGCACTTGCTT-1 GCGATATGGTACGT-1
#> "01" "041" "01" "0212" "01"
#> GCGATATGGTGTTG-1 GCGCACGAAGTCGT-1 GCGCACGACTTTAC-1 GCGCATCTAGGTCT-1 GCGCATCTGGTTAC-1
#> "01" "01" "0212" "01" "01"
#> GCGCATCTTCGATG-1 GCGCATCTTGCTCC-1 GCGCATCTTTCTAC-1 GCGCGAACGTTCTT-1 GCGCGATGAACGGG-1
#> "01" "032" "01" "041" "01"
#> GCGCGATGGTGCAT-1 GCGGAGCTCCTGAA-1 GCGGCAACCCGATA-1 GCGGCAACGGAGGT-1 GCGGCAACTGTCGA-1
#> "032" "01" "01" "041" "0211"
#> GCGTAAACACGGTT-1 GCGTAATGCACCAA-1 GCGTATGAACACCA-1 GCGTATGATGAGAA-1 GCTACAGAAAGGTA-1
#> "0222" "0221" "01" "0222" "01"
#> GCTACAGAATCTTC-1 GCTACCTGAGAAGT-1 GCTACCTGATCACG-1 GCTACGCTAGAATG-1 GCTACGCTAGCTAC-1
#> "041" "0212" "01" "01" "01"
#> GCTACGCTCCCTAC-1 GCTAGAACAGAGGC-1 GCTAGAACGGATCT-1 GCTAGAACTCCCGT-1 GCTAGATGAGCTCA-1
#> "01" "041" "01" "01" "0212"
#> GCTAGATGGCGATT-1 GCTATACTAAGGCG-1 GCTATACTAGCGTT-1 GCTATACTCTCTTA-1 GCTATACTGGACGA-1
#> "031" "01" "031" "01" "01"
#> GCTCAAGAACCATG-1 GCTCAAGAAGTCAC-1 GCTCAGCTGTCTAG-1 GCTCCATGAGAAGT-1 GCTCCATGCCGAAT-1
#> "0222" "0222" "01" "031" "01"
#> GCTCGACTCTAGTG-1 GCTGATGAGGTATC-1 GCTTAACTACAGTC-1 GCTTAACTACTGGT-1 GCTTAACTGCTGAT-1
#> "0211" "0212" "0211" "031" "01"
#> GCTTAACTTAGACC-1 GCTTAACTTCAGTG-1 GGAACACTCACTTT-1 GGAACACTTCAGAC-1 GGAACTACTACTTC-1
#> "0211" "01" "0211" "032" "01"
#> GGAACTTGAAGGTA-1 GGAACTTGAGAATG-1 GGAACTTGCTCCAC-1 GGAACTTGGGTAGG-1 GGAAGGACATCGGT-1
#> "0222" "01" "0212" "041" "0212"
#> GGAAGGACCACTAG-1 GGAAGGACGAGGGT-1 GGAAGGACGCGAAG-1 GGAAGGTGGCGAGA-1 GGAATCTGAAGGGC-1
#> "01" "01" "01" "032" "01"
#> GGAATCTGAGGAGC-1 GGAATCTGCTTAGG-1 GGAATCTGCTTGTT-1 GGAATCTGGGAGGT-1 GGAATGCTTTCTAC-1
#> "01" "041" "0212" "01" "01"
#> GGACAGGAAAGGGC-1 GGACAGGAGTGCTA-1 GGACAGGATCTCGC-1 GGACCCGAAGCTAC-1 GGACCGTGCTTACT-1
#> "01" "042" "01" "0222" "0212"
#> GGACCGTGGGAACG-1 GGACCGTGTAACGC-1 GGACCTCTGTAAGA-1 GGACCTCTTTTCTG-1 GGACGAGAGTGTCA-1
#> "0222" "01" "0211" "031" "0211"
#> GGACGCTGACGCAT-1 GGACGCTGCTAGCA-1 GGACGCTGTCCTCG-1 GGAGAGACGTGAGG-1 GGAGCAGATTCAGG-1
#> "01" "01" "032" "01" "041"
#> GGAGCCACCTTCTA-1 GGAGCGCTACGCAT-1 GGAGCGCTCCGAAT-1 GGAGGATGCCACCT-1 GGAGGATGGTTGAC-1
#> "042" "0222" "01" "01" "0211"
#> GGAGGATGTCAGTG-1 GGAGGCCTCGTTGA-1 GGAGGCCTTTCTTG-1 GGAGGTGATACGCA-1 GGAGGTGATCGCTC-1
#> "0211" "032" "01" "01" "01"
#> GGATACTGCAGCTA-1 GGATACTGTCTAGG-1 GGATAGCTCGTCTC-1 GGATAGCTCTGAAC-1 GGATGTACCAAAGA-1
#> "01" "01" "01" "01" "041"
#> GGATGTACGCGAAG-1 GGATGTACGTCTTT-1 GGATGTACGTGTCA-1 GGATTTCTAGGTTC-1 GGATTTCTTTGTCT-1
#> "01" "0211" "031" "01" "0222"
#> GGCAAGGAAAAAGC-1 GGCAAGGAAGAAGT-1 GGCAAGGACTTGGA-1 GGCAAGGAGGACTT-1 GGCAATACGCTAAC-1
#> "032" "01" "0212" "01" "041"
#> GGCAATACGGCATT-1 GGCAATACGTTTCT-1 GGCACGTGGCTTAG-1 GGCACTCTTTTGTC-1 GGCATATGCTTATC-1
#> "01" "042" "0221" "01" "032"
#> GGCATATGGGGAGT-1 GGCATATGTGTGAC-1 GGCCACGACAGAGG-1 GGCCAGACTGGTTG-1 GGCCCAGAAAGTAG-1
#> "032" "01" "01" "01" "0212"
#> GGCCGAACAACGAA-1 GGCCGAACGCAGAG-1 GGCCGAACGTAGGG-1 GGCCGAACTCTAGG-1 GGCCGATGCAGGAG-1
#> "01" "01" "01" "032" "01"
#> GGCCGATGCCGAAT-1 GGCCGATGTACTCT-1 GGCGACACTGCCCT-1 GGCGACTGCGTAAC-1 GGCGCATGCCTAAG-1
#> "01" "01" "031" "01" "0221"
#> GGCGCATGCTCCAC-1 GGCGCATGTGGAAA-1 GGCGGACTAGAGGC-1 GGCGGACTAGGAGC-1 GGCGGACTCTGACA-1
#> "01" "01" "01" "031" "01"
#> GGCGGACTCTTGGA-1 GGCGGACTTACTGG-1 GGCGGACTTGAACC-1 GGCTAAACACCTGA-1 GGCTAAACTCTTAC-1
#> "031" "01" "01" "031" "01"
#> GGCTAATGAGCACT-1 GGCTAATGGTCTAG-1 GGCTCACTACTCAG-1 GGGAACGAAGCTCA-1 GGGAACGACACAAC-1
#> "031" "01" "0212" "0221" "041"
#> GGGAACGAGTGTCA-1 GGGAAGTGTTGAGC-1 GGGACCACACGTTG-1 GGGACCACAGAACA-1 GGGACCACGAATAG-1
#> "0211" "0211" "031" "01" "01"
#> GGGACCACGTCATG-1 GGGACCACTCAAGC-1 GGGACCACTCGTGA-1 GGGACCACTGCATG-1 GGGACCTGACCCTC-1
#> "01" "01" "01" "01" "0212"
#> GGGACCTGCTTGCC-1 GGGACCTGTGGAGG-1 GGGATGGACGACAT-1 GGGATGGATACTTC-1 GGGATGGATGGTTG-1
#> "01" "041" "041" "01" "0212"
#> GGGATTACGTCTAG-1 GGGCAAGATGCATG-1 GGGCACACGGTGAG-1 GGGCACACGTTGCA-1 GGGCAGCTTGGGAG-1
#> "01" "0211" "0221" "01" "01"
#> GGGCAGCTTTTCTG-1 GGGCCAACCTTGGA-1 GGGCCAACGCGTTA-1 GGGCCAACTACGCA-1 GGGCCAACTCCAAG-1
#> "01" "0222" "042" "0211" "042"
#> GGGCCATGATGGTC-1 GGGCCATGTTGACG-1 GGGTAACTCAGCTA-1 GGGTAACTCTAGTG-1 GGGTAACTCTGGAT-1
#> "01" "01" "01" "041" "01"
#> GGGTTAACGTGCAT-1 GGTAAAGAGCTAAC-1 GGTACAACTGCAAC-1 GGTACATGAAAGCA-1 GGTACATGAGCTCA-1
#> "032" "031" "01" "041" "01"
#> GGTACATGCGGTAT-1 GGTACATGGTTACG-1 GGTACATGTGGGAG-1 GGTACTGAACTCTT-1 GGTAGTACACCACA-1
#> "01" "01" "01" "0212" "01"
#> GGTAGTACACTAGC-1 GGTAGTACCCTGTC-1 GGTAGTACGCCATA-1 GGTAGTACTGTCTT-1 GGTATCGAGACAAA-1
#> "0211" "01" "0211" "01" "0211"
#> GGTATCGATGAACC-1 GGTCAAACCAAAGA-1 GGTCTAGAGAAACA-1 GGTCTAGATAGCGT-1 GGTGATACCGACTA-1
#> "041" "01" "0212" "0222" "041"
#> GGTGATACGACTAC-1 GGTGATACTGTTTC-1 GGTGGAGAAACGGG-1 GGTGGAGAAGTAGA-1 GGTGGAGACAGATC-1
#> "0212" "01" "031" "01" "032"
#> GGTGGAGATCGATG-1 GGTGGAGATCTCTA-1 GGTGGAGATTACTC-1 GGTTTACTACGCAT-1 GTAACGTGACCTCC-1
#> "01" "0211" "031" "031" "0222"
#> GTAACGTGATCGGT-1 GTAACGTGCAGCTA-1 GTAACGTGGTTGAC-1 GTAAGCACAACGGG-1 GTAAGCACTCATTC-1
#> "041" "042" "042" "01" "041"
#> GTAAGCTGGTACCA-1 GTAATAACCTTCTA-1 GTAATAACGTTGTG-1 GTACCCTGACAGTC-1 GTACCCTGGAGCTT-1
#> "0212" "0212" "01" "0221" "01"
#> GTACCCTGTCCTTA-1 GTACCCTGTGAACC-1 GTACGTGAACGTTG-1 GTACTTTGTCGACA-1 GTAGACTGAGATGA-1
#> "031" "01" "031" "01" "0211"
#> GTAGACTGTATTCC-1 GTAGCAACAGTCGT-1 GTAGCAACCATTTC-1 GTAGCAACGGTAGG-1 GTAGCATGCACTCC-1
#> "01" "0212" "042" "0211" "041"
#> GTAGCATGTAAGCC-1 GTAGCCCTGACGTT-1 GTAGCTGAAGCTAC-1 GTAGCTGAATTCGG-1 GTAGGTACACGGGA-1
#> "0211" "01" "0221" "01" "0212"
#> GTAGTGACCTCATT-1 GTAGTGTGAGCGGA-1 GTAGTGTGAGGCGA-1 GTAGTGTGTGGTTG-1 GTATCACTGGTAGG-1
#> "01" "032" "0211" "01" "0212"
#> GTATCTACAGAAGT-1 GTATCTACGACGAG-1 GTATCTACGTTACG-1 GTATTAGAAACAGA-1 GTATTAGAGGTCTA-1
#> "031" "031" "01" "031" "01"
#> GTATTCACACAGCT-1 GTATTCACGGGTGA-1 GTCAACGACACTGA-1 GTCAACGAGTGTAC-1 GTCAATCTACACCA-1
#> "01" "031" "01" "0212" "01"
#> GTCAATCTGTAGCT-1 GTCAATCTTGTGGT-1 GTCACCTGCCTCCA-1 GTCACCTGTCCCGT-1 GTCATACTAATCGC-1
#> "031" "01" "01" "01" "041"
#> GTCATACTGCGATT-1 GTCATACTTCGCCT-1 GTCATACTTTACCT-1 GTCATACTTTGACG-1 GTCCAAGAAAAACG-1
#> "032" "032" "031" "01" "01"
#> GTCCACTGACCTCC-1 GTCCACTGGGTACT-1 GTCCAGCTACGGGA-1 GTCCCATGTGGTGT-1 GTCGAATGAAGGCG-1
#> "01" "0221" "01" "0222" "0222"
#> GTCGACCTGAATGA-1 GTCGACCTGTTCAG-1 GTCGCACTTGAGAA-1 GTCTAACTGGTCTA-1 GTCTAGGAGCTTCC-1
#> "032" "01" "042" "0221" "0212"
#> GTGAACACACTCTT-1 GTGAACACTCAGGT-1 GTGACCCTTAAGCC-1 GTGATGACAAGTGA-1 GTGATGACCTGAGT-1
#> "01" "01" "01" "01" "041"
#> GTGATGACGGTTTG-1 GTGATTCTCATTTC-1 GTGATTCTCTCTCG-1 GTGATTCTGGTTCA-1 GTGATTCTGTCGAT-1
#> "01" "01" "0212" "032" "01"
#> GTGATTCTTAGCGT-1 GTGCCACTCAGGAG-1 GTGGATTGCACTAG-1 GTGGATTGCGGAGA-1 GTGGATTGTAACGC-1
#> "041" "01" "0221" "01" "01"
#> GTGTACGATCAGTG-1 GTGTAGTGGGTACT-1 GTGTATCTAGCCTA-1 GTGTATCTAGTAGA-1 GTGTATCTGTTACG-1
#> "01" "01" "041" "031" "042"
#> GTGTCAGAAGCGTT-1 GTTAAAACCGAGAG-1 GTTAAATGCTCGAA-1 GTTAAATGTCGACA-1 GTTAACCTAGCTAC-1
#> "031" "032" "01" "042" "01"
#> GTTAACCTTGCTTT-1 GTTAGGTGCACTCC-1 GTTAGGTGCCAGTA-1 GTTAGGTGCCCAAA-1 GTTAGGTGGAACTC-1
#> "0222" "01" "0222" "0221" "041"
#> GTTAGTCTAAGAAC-1 GTTATAGAGGACAG-1 GTTATGCTTTCATC-1 GTTCAACTGGGACA-1 GTTCAACTTATGCG-1
#> "01" "01" "01" "032" "01"
#> GTTGACGAGCCCTT-1 GTTGACGATATCGG-1 GTTGAGTGGTCTTT-1 GTTGAGTGTGCTTT-1 GTTGATCTGGGACA-1
#> "031" "032" "0222" "01" "01"
#> GTTGATCTTTTCAC-1 GTTGGATGTTTACC-1 GTTGTACTATTCCT-1 GTTGTACTTTTGGG-1 GTTTAAGACCATGA-1
#> "031" "0221" "0222" "01" "0212"
#> GTTTAAGACTGTCC-1 TAAACAACCAACCA-1 TAAACAACGAATCC-1 TAAAGACTCAGGAG-1 TAAATCGATGAGGG-1
#> "031" "01" "042" "01" "01"
#> TAACAATGTGCCCT-1 TAACACCTTCGCTC-1 TAACACCTTCGTAG-1 TAACACCTTGTTTC-1 TAACATGACACTAG-1
#> "041" "0212" "0222" "032" "042"
#> TAACCGGACTTACT-1 TAACGTCTCAACCA-1 TAACGTCTCATTGG-1 TAACTAGAATTTCC-1 TAACTAGACTTAGG-1
#> "01" "0211" "01" "01" "01"
#> TAACTAGATCTGGA-1 TAACTCACGAGGAC-1 TAACTCACGTACAC-1 TAACTCACGTATCG-1 TAACTCACTCTACT-1
#> "01" "0211" "041" "0212" "032"
#> TAAGAACTGTGTCA-1 TAAGAGGACTAAGC-1 TAAGAGGACTTGTT-1 TAAGATACGGTTCA-1 TAAGATTGCGTAGT-1
#> "0212" "042" "032" "0211" "01"
#> TAAGATTGTTGCTT-1 TAAGCGTGAGGTTC-1 TAAGCGTGGACAAA-1 TAAGCGTGGGAAAT-1 TAAGCGTGTGCTCC-1
#> "01" "0212" "0222" "01" "0221"
#> TAAGGCTGCCATGA-1 TAAGGCTGCTGCTC-1 TAAGGCTGTCTCGC-1 TAAGGGCTGCTGTA-1 TAAGGGCTTTACTC-1
#> "01" "01" "0222" "031" "01"
#> TAAGTAACCGAGAG-1 TAAGTAACCTCCAC-1 TAAGTAACCTGTAG-1 TAAGTAACTTGTCT-1 TAATGATGAGCGGA-1
#> "041" "041" "01" "01" "01"
#> TAATGCCTCATGAC-1 TAATGCCTCGTCTC-1 TAATGTGAAGATGA-1 TAATGTGACTGCAA-1 TAATGTGATTACTC-1
#> "01" "032" "01" "0222" "01"
#> TACAAATGGGTACT-1 TACAATGAAAACAG-1 TACAATGACTTAGG-1 TACAATGATGCTAG-1 TACACACTCACACA-1
#> "01" "0212" "01" "01" "01"
#> TACACACTCTTACT-1 TACATAGAACGCAT-1 TACATCACACGGGA-1 TACATCACCTGTTT-1 TACATCACGCTAAC-1
#> "01" "01" "01" "0221" "041"
#> TACATCACTGAACC-1 TACCATTGAGGTTC-1 TACCATTGCGGGAA-1 TACCATTGGGGATG-1 TACCATTGTGAGGG-1
#> "0221" "01" "0211" "0211" "0212"
#> TACCGGCTGTTGGT-1 TACGAGTGATCTCT-1 TACGAGTGATGCTG-1 TACGAGTGCGGAGA-1 TACGAGTGGTTGGT-1
#> "01" "01" "0222" "01" "01"
#> TACGATCTAGTGTC-1 TACGATCTCACTGA-1 TACGATCTTACGAC-1 TACGCAGAGAATCC-1 TACGCCACATTCCT-1
#> "01" "0222" "031" "031" "01"
#> TACGCCACTCCCAC-1 TACGCCACTCCGAA-1 TACGGAACGCGTTA-1 TACGGCCTGGGACA-1 TACGTACTACGGAG-1
#> "0221" "042" "041" "032" "01"
#> TACGTACTCAGTTG-1 TACGTACTCCCGTT-1 TACGTTACAGAAGT-1 TACGTTACCAAGCT-1 TACTAAGAAAGGTA-1
#> "01" "041" "01" "0211" "041"
#> TACTAAGAATCACG-1 TACTAAGATGATGC-1 TACTAAGATTGCGA-1 TACTACACGAGAGC-1 TACTACACTTACCT-1
#> "01" "0212" "01" "01" "041"
#> TACTACTGAACCTG-1 TACTACTGATGTCG-1 TACTACTGATTCTC-1 TACTACTGTATGGC-1 TACTCAACGGTCTA-1
#> "0212" "032" "01" "01" "0212"
#> TACTCAACTGCTAG-1 TACTCCCTCAGTTG-1 TACTCTGAATCGAC-1 TACTCTGACGAGTT-1 TACTCTGATTGACG-1
#> "042" "01" "032" "01" "042"
#> TACTGGGATCGATG-1 TACTGTTGAAAGCA-1 TACTGTTGAGGCGA-1 TACTGTTGCTGAAC-1 TACTTGACTCCTCG-1
#> "01" "01" "032" "042" "031"
#> TACTTGACTGGTGT-1 TACTTTCTTTTGGG-1 TAGAAACTAATCGC-1 TAGAAACTGCTTCC-1 TAGAAACTGGGATG-1
#> "041" "01" "01" "0212" "032"
#> TAGAATTGCGACAT-1 TAGAATTGTATCGG-1 TAGACGTGCTTGAG-1 TAGACGTGTCGCTC-1 TAGAGCACCTTACT-1
#> "01" "01" "01" "01" "041"
#> TAGATTGACTTGTT-1 TAGATTGAGGCATT-1 TAGCATCTCAGCTA-1 TAGCATCTCCCTCA-1 TAGCATCTGCTGTA-1
#> "041" "01" "032" "01" "0221"
#> TAGCATCTGGGACA-1 TAGCATCTTGTCGA-1 TAGCCCACAAAAGC-1 TAGCCCACAGCCAT-1 TAGCCCACAGCTAC-1
#> "01" "01" "01" "031" "032"
#> TAGCCCACCCACAA-1 TAGCCCTGCGGAGA-1 TAGCCGCTTACGAC-1 TAGCCGCTTACTTC-1 TAGCCGCTTTCCAT-1
#> "01" "01" "01" "031" "0222"
#> TAGCTACTGAATAG-1 TAGCTACTGTAGCT-1 TAGCTACTTTTGCT-1 TAGGACTGTGCTGA-1 TAGGAGCTAAGGCG-1
#> "041" "01" "01" "01" "041"
#> TAGGAGCTGAGGGT-1 TAGGAGCTTGCATG-1 TAGGCAACCGTCTC-1 TAGGCATGCTCTCG-1 TAGGCATGGCGAGA-1
#> "01" "041" "041" "032" "031"
#> TAGGCTGATGCCTC-1 TAGGGACTGAACTC-1 TAGGTCGACACTGA-1 TAGGTCGAGGATCT-1 TAGGTGACACACTG-1
#> "0212" "032" "01" "041" "01"
#> TAGGTGACACGTTG-1 TAGGTGTGTTCTGT-1 TAGGTTCTGAAGGC-1 TAGGTTCTTCTTAC-1 TAGGTTCTTGCTGA-1
#> "041" "031" "01" "0221" "0212"
#> TAGTAAACCTCGCT-1 TAGTAAACGTCACA-1 TAGTAATGAGATCC-1 TAGTACCTAAGAAC-1 TAGTATGATCTTAC-1
#> "01" "01" "01" "0212" "041"
#> TAGTATGATTCTCA-1 TAGTCTTGGCTGTA-1 TAGTCTTGGGACTT-1 TAGTCTTGTGGAAA-1 TAGTGGTGAAGTGA-1
#> "01" "01" "01" "031" "032"
#> TAGTTAGAACCACA-1 TAGTTAGATGAACC-1 TATAAGACAACAGA-1 TATAAGACAGCTCA-1 TATAAGTGACACCA-1
#> "032" "01" "01" "0221" "0221"
#> TATAAGTGTATCGG-1 TATAAGTGTGGTGT-1 TATACAGAACCCTC-1 TATACAGAAGAACA-1 TATACAGATCCAGA-1
#> "0211" "0221" "01" "01" "01"
#> TATACCACCTGATG-1 TATACGCTACCAAC-1 TATAGATGGACGGA-1 TATAGATGTTCCGC-1 TATCCAACCAGCTA-1
#> "041" "01" "01" "0221" "0211"
#> TATCCAACTCTCTA-1 TATCGACTACTAGC-1 TATCGACTCGATAC-1 TATCGTACAGATGA-1 TATCGTACATTCCT-1
#> "031" "01" "0221" "01" "0212"
#> TATCTCGAGAGATA-1 TATCTGACAGGTTC-1 TATCTGACTGTTTC-1 TATCTTCTAAACAG-1 TATGAATGGAGGAC-1
#> "01" "031" "01" "01" "032"
#> TATGAATGTTTGCT-1 TATGCGGATAACCG-1 TATGGGTGCATCAG-1 TATGGGTGCTAGCA-1 TATGGTCTCTACCC-1
#> "0221" "01" "032" "042" "01"
#> TATGTCACGGAACG-1 TATGTCACTAACCG-1 TATGTCACTTCTCA-1 TATGTGCTCCGATA-1 TATGTGCTGGATTC-1
#> "042" "0222" "042" "0212" "01"
#> TATTGCTGAAGAAC-1 TATTGCTGCCGTTC-1 TATTGCTGTCTGGA-1 TATTGCTGTGCACA-1 TATTTCCTATTGGC-1
#> "0211" "041" "01" "01" "0211"
#> TATTTCCTGGAGGT-1 TATTTCCTGGTGTT-1 TCAACACTGTTTGG-1 TCAAGGACAGCGTT-1 TCAAGGACATTCTC-1
#> "032" "01" "032" "01" "031"
#> TCAAGGACGGTGTT-1 TCAATCACACTCTT-1 TCAATCACAGTCGT-1 TCACAACTATGTGC-1 TCACAACTTTGCTT-1
#> "0212" "031" "0221" "01" "0211"
#> TCACATACACTTTC-1 TCACATACAGGGTG-1 TCACCCGAGACGGA-1 TCACCGTGCTCGCT-1 TCACCTCTACGACT-1
#> "01" "01" "0222" "0221" "031"
#> TCACCTCTTCCAAG-1 TCACGAGAGGAGGT-1 TCACTATGGGGCAA-1 TCACTATGGTTGTG-1 TCAGACGACGCTAA-1
#> "0221" "042" "031" "041" "01"
#> TCAGACGACGTTAG-1 TCAGAGACTCCAGA-1 TCAGCAGACTCCAC-1 TCAGCGCTCTAGTG-1 TCAGCGCTGGATCT-1
#> "032" "01" "01" "01" "041"
#> TCAGCGCTGGTATC-1 TCAGGATGAAGTAG-1 TCAGGATGCCTTTA-1 TCAGTGGAAGATCC-1 TCAGTTACCTACGA-1
#> "01" "01" "0221" "031" "0212"
#> TCAGTTACTAGAAG-1 TCATCAACCCGATA-1 TCATCAACTGTTCT-1 TCATCATGCAGTTG-1 TCATCCCTTACTGG-1
#> "01" "01" "0222" "01" "01"
#> TCATTCGATACAGC-1 TCCACGTGGAAACA-1 TCCACTCTACACTG-1 TCCACTCTGAGCTT-1 TCCACTCTTACTTC-1
#> "0221" "01" "01" "0212" "041"
#> TCCATAACAAAGTG-1 TCCATAACCGTAGT-1 TCCATAACGATGAA-1 TCCATAACTACGCA-1 TCCATCCTCCCTAC-1
#> "01" "042" "01" "01" "031"
#> TCCCACGATCATTC-1 TCCCATCTCAAAGA-1 TCCCGAACACAGTC-1 TCCCGAACTTCGCC-1 TCCCGATGAGATCC-1
#> "01" "0212" "032" "0221" "01"
#> TCCCGATGCCTGAA-1 TCCCTACTCAACTG-1 TCCGAAGACAATCG-1 TCCGAAGACGTTAG-1 TCCGGACTGAGGTG-1
#> "0211" "041" "0211" "01" "01"
#> TCCGGACTGTACGT-1 TCCTAAACATCGAC-1 TCCTAAACCGAGAG-1 TCCTAAACCGCATA-1 TCCTAATGGTTTGG-1
#> "01" "01" "01" "032" "031"
#> TCCTACCTGTCGTA-1 TCCTATGAAAAGCA-1 TCGAATCTCTGGTA-1 TCGACCTGCCGATA-1 TCGACGCTTCTATC-1
#> "01" "031" "031" "0221" "0212"
#> TCGACGCTTTGACG-1 TCGAGAACGACAGG-1 TCGAGAACGTTAGC-1 TCGAGCCTATCAGC-1 TCGAGCCTGCGAGA-1
#> "01" "01" "031" "041" "01"
#> TCGAGCCTTGTGAC-1 TCGATACTATTCCT-1 TCGATACTTGCACA-1 TCGATTTGATGCCA-1 TCGATTTGCACTCC-1
#> "01" "01" "01" "0212" "01"
#> TCGATTTGCAGCTA-1 TCGATTTGCCTACC-1 TCGATTTGTCGTGA-1 TCGCAGCTAGATCC-1 TCGCCATGAGACTC-1
#> "032" "0212" "042" "01" "01"
#> TCGCCATGTGGTCA-1 TCGGACCTAACAGA-1 TCGGACCTATAAGG-1 TCGGACCTGTACAC-1 TCGGTAGAGTAGGG-1
#> "041" "01" "041" "01" "01"
#> TCGGTAGATCCCAC-1 TCGTAGGATCGACA-1 TCGTTATGGACAAA-1 TCTAACACCAGTTG-1 TCTAACACGAGCAG-1
#> "041" "01" "01" "032" "0222"
#> TCTAACTGAACCAC-1 TCTAAGCTAATGCC-1 TCTAAGCTTAGTCG-1 TCTAAGCTTCTAGG-1 TCTAAGCTTGTTCT-1
#> "01" "01" "031" "0221" "0212"
#> TCTAAGCTTTCGCC-1 TCTACAACGACTAC-1 TCTAGACTTAGAAG-1 TCTAGTTGCACCAA-1 TCTATGTGAAGAGT-1
#> "041" "0222" "0211" "0222" "0211"
#> TCTATGTGAGTCTG-1 TCTCAAACCTAAGC-1 TCTCTAGAATTTCC-1 TCTGATACACGTGT-1 TCTGATACTCGCCT-1
#> "01" "041" "01" "01" "01"
#> TCTTACGAACCTGA-1 TCTTCAGAGCTACA-1 TCTTGATGCGGAGA-1 TGAAATTGGTGAGG-1 TGAACCGAAAACGA-1
#> "0212" "0222" "01" "0212" "01"
#> TGAACCGACTACTT-1 TGAACCGATTCGGA-1 TGAAGCACTCACGA-1 TGAAGCTGAACGAA-1 TGAAGCTGCATGGT-1
#> "0221" "0221" "01" "01" "042"
#> TGAAGCTGCGTAAC-1 TGAATAACCACTTT-1 TGAATAACTCCCAC-1 TGACACGACCTTAT-1 TGACCAGACAACCA-1
#> "01" "01" "032" "041" "01"
#> TGACCAGAGGATTC-1 TGACCGCTAAAAGC-1 TGACCGCTCTGCAA-1 TGACGATGCAAAGA-1 TGACGCCTGTACCA-1
#> "01" "01" "01" "0212" "01"
#> TGACGCCTTTACTC-1 TGACTGGAAGAGAT-1 TGACTGGACCGTAA-1 TGACTGGACGCAAT-1 TGACTGGAGGACAG-1
#> "031" "0211" "01" "01" "042"
#> TGACTGGATTCTCA-1 TGACTTACACACCA-1 TGACTTACAGTCTG-1 TGACTTTGCGCATA-1 TGACTTTGTTTGTC-1
#> "01" "01" "0222" "01" "01"
#> TGAGACACAAGGTA-1 TGAGACACTCAAGC-1 TGAGCTGAATGCTG-1 TGAGCTGACTGGAT-1 TGAGCTGATGCTAG-1
#> "01" "01" "0221" "0212" "0211"
#> TGAGGACTCTCATT-1 TGAGGACTTCATTC-1 TGAGGTACGAACCT-1 TGAGTCGAGTTACG-1 TGAGTGACTGAGCT-1
#> "0212" "01" "0221" "041" "01"
#> TGATAAACGAATCC-1 TGATAAACTCCGTC-1 TGATAAACTTTCAC-1 TGATACCTCACTAG-1 TGATACCTGTTGGT-1
#> "01" "032" "01" "0212" "01"
#> TGATACCTTATGCG-1 TGATACCTTGAAGA-1 TGATATGAACCTTT-1 TGATCACTAGCATC-1 TGATCACTCTCGCT-1
#> "01" "01" "01" "031" "01"
#> TGATCACTTCTACT-1 TGATCGGACTGACA-1 TGATCGGAGGAGCA-1 TGATCGGATATGCG-1 TGATTAGACATTGG-1
#> "041" "0221" "041" "0221" "01"
#> TGATTAGATGACTG-1 TGATTAGATGCTAG-1 TGATTCACTATGCG-1 TGATTCACTGTCAG-1 TGATTCTGCCGAAT-1
#> "041" "01" "01" "042" "01"
#> TGATTCTGCTCTTA-1 TGCAAGTGAGAACA-1 TGCAAGTGGGTAGG-1 TGCAATCTTCAGGT-1 TGCACAGACGACAT-1
#> "01" "01" "0212" "0222" "032"
#> TGCCAAGAGCAGTT-1 TGCCAAGATCTCTA-1 TGCCACTGAACGTC-1 TGCCACTGCGATAC-1 TGCCAGCTTGGCAT-1
#> "0212" "01" "01" "032" "01"
#> TGCCCAACAGCAAA-1 TGCCCAACCGCATA-1 TGCCGACTCTCCCA-1 TGCGAAACAGTCAC-1 TGCGAAACGTTGCA-1
#> "01" "0221" "041" "042" "041"
#> TGCGATGAACGGTT-1 TGCGATGACCTCGT-1 TGCGATGACTAGTG-1 TGCGATGACTGCTC-1 TGCGATGACTTGCC-1
#> "01" "01" "042" "041" "042"
#> TGCGATGAGTGCTA-1 TGCGCACTCTTGAG-1 TGCGTAGAATAAGG-1 TGCGTAGACGGGAA-1 TGCGTAGATGGTCA-1
#> "0211" "0211" "0211" "041" "0221"
#> TGCTAGGAAACCGT-1 TGCTAGGATAGTCG-1 TGCTATACGGTTCA-1 TGCTATACTGCTGA-1 TGCTGAGAGAGCAG-1
#> "031" "01" "0212" "031" "032"
#> TGCTGAGATTATCC-1 TGGAAAGACTCTCG-1 TGGAAAGAGCGATT-1 TGGAAAGAGGTCAT-1 TGGAAAGATATGGC-1
#> "01" "041" "01" "0221" "01"
#> TGGAACACAAACAG-1 TGGAACACGCTAAC-1 TGGAAGCTCAGATC-1 TGGACCCTACACTG-1 TGGACCCTCATGGT-1
#> "032" "01" "01" "0211" "01"
#> TGGACCCTGGTACT-1 TGGACTGAGTATGC-1 TGGAGACTATCAGC-1 TGGAGACTTCAAGC-1 TGGAGACTTGACCA-1
#> "0222" "01" "0212" "01" "031"
#> TGGAGGGACGGAGA-1 TGGAGGGAGCTATG-1 TGGATCGATAAAGG-1 TGGATGTGACCTAG-1 TGGATGTGTGAAGA-1
#> "0211" "01" "01" "041" "042"
#> TGGATTCTCATACG-1 TGGCAATGCTTGTT-1 TGGCACCTTCACGA-1 TGGCACCTTCAGTG-1 TGGGTATGAAGAGT-1
#> "01" "042" "01" "0222" "01"
#> TGGGTATGCACAAC-1 TGGGTATGGTACGT-1 TGGGTATGTTTGGG-1 TGGTAGACATGCCA-1 TGGTAGACCCTCAC-1
#> "01" "041" "0211" "01" "032"
#> TGGTAGACCTGATG-1 TGGTAGTGCACTGA-1 TGGTATCTAAACAG-1 TGGTATCTCTTCCG-1 TGGTCAGACCCAAA-1
#> "01" "0211" "01" "01" "01"
#> TGGTTACTGACGTT-1 TGGTTACTGTTCTT-1 TGTAACCTAGAGGC-1 TGTAACCTTGCCTC-1 TGTAATGACACAAC-1
#> "0212" "01" "01" "0222" "032"
#> TGTAATGAGGTAAA-1 TGTACTTGCTCTAT-1 TGTAGGTGCGAGAG-1 TGTAGGTGCTATGG-1 TGTAGGTGCTCTAT-1
#> "032" "0221" "041" "01" "0222"
#> TGTAGGTGTGCTGA-1 TGTAGTCTTCCAGA-1 TGTAGTCTTGCACA-1 TGTATCTGTTAGGC-1 TGTATGCTCATGGT-1
#> "01" "01" "031" "01" "041"
#> TGTATGCTGTAGGG-1 TGTATGCTTTCATC-1 TGTCAGGAATACCG-1 TGTCAGGAGATGAA-1 TGTCTAACCCCTTG-1
#> "01" "01" "01" "0221" "01"
#> TGTGACGATTCTCA-1 TGTGAGACTGTCAG-1 TGTGAGACTTGAGC-1 TGTGAGTGACCACA-1 TGTGAGTGAGTGCT-1
#> "031" "0221" "01" "01" "0221"
#> TGTGAGTGGAGATA-1 TGTGATCTCTCTAT-1 TGTGATCTGACACT-1 TGTGGATGGCCAAT-1 TGTTAAGACAAAGA-1
#> "031" "042" "01" "041" "0211"
#> TGTTAAGATAAGGA-1 TGTTACACCGCATA-1 TGTTACACGACTAC-1 TGTTACTGGCTACA-1 TGTTACTGTAGTCG-1
#> "0211" "0221" "0211" "031" "031"
#> TTAACCACCGTAAC-1 TTAACCACTAAGGA-1 TTAACCACTCAGAC-1 TTACACACGTGTTG-1 TTACACACTCCTAT-1
#> "01" "031" "01" "01" "01"
#> TTACCATGAATCGC-1 TTACCATGGTTGAC-1 TTACCATGTGTCTT-1 TTACCATGTTGTGG-1 TTACGACTGAGAGC-1
#> "0211" "01" "031" "041" "01"
#> TTACGACTTGACAC-1 TTACGTACGTTCAG-1 TTACTCGAAGAATG-1 TTACTCGACGCAAT-1 TTACTCGAGGGTGA-1
#> "0212" "032" "0212" "0222" "01"
#> TTACTCGATCTACT-1 TTAGAATGTGGTGT-1 TTAGAATGTGTAGC-1 TTAGACCTCCTACC-1 TTAGACCTCCTTTA-1
#> "032" "01" "01" "01" "0212"
#> TTAGCTACAACCGT-1 TTAGCTACTGTCCC-1 TTAGCTACTTTCGT-1 TTAGGGACGCGAAG-1 TTAGGGTGCTGGAT-1
#> "01" "0222" "01" "01" "042"
#> TTAGGGTGTCCTGC-1 TTAGGTCTACTTTC-1 TTAGTCACCAGTTG-1 TTAGTCTGAAAGCA-1 TTAGTCTGCCAACA-1
#> "0222" "0211" "01" "042" "032"
#> TTAGTCTGTGCACA-1 TTATCCGACTAGTG-1 TTATCCGAGAAAGT-1 TTATGAGAGATAAG-1 TTATGCACGTCACA-1
#> "01" "041" "0222" "01" "041"
#> TTATGGCTTATGGC-1 TTATTCCTATGCTG-1 TTATTCCTGGACAG-1 TTATTCCTGGTACT-1 TTATTCCTTCGTGA-1
#> "0222" "0222" "042" "041" "01"
#> TTCAAAGATAAAGG-1 TTCAACACAACAGA-1 TTCAACACCCCAAA-1 TTCAACACGGACGA-1 TTCAAGCTAAGAAC-1
#> "01" "01" "0212" "0221" "0212"
#> TTCAAGCTAGATGA-1 TTCAAGCTGTTGAC-1 TTCAAGCTTGATGC-1 TTCAAGCTTTCGCC-1 TTCACAACCCGTTC-1
#> "01" "01" "01" "01" "0222"
#> TTCACAACGTCTGA-1 TTCAGACTACCCAA-1 TTCAGACTCTCGAA-1 TTCAGTACCGACTA-1 TTCAGTACTCAAGC-1
#> "0211" "01" "01" "01" "01"
#> TTCAGTACTCCTAT-1 TTCAGTTGCCAAGT-1 TTCAGTTGTCCTTA-1 TTCAGTTGTCTAGG-1 TTCAGTTGTCTCGC-1
#> "0211" "01" "0212" "01" "041"
#> TTCATCGAGGTGGA-1 TTCATGTGTGGTGT-1 TTCATTCTATGTCG-1 TTCATTCTTCTCTA-1 TTCCAAACCTATGG-1
#> "0212" "01" "0212" "01" "0211"
#> TTCCAAACCTCCCA-1 TTCCAAACTCCCAC-1 TTCCAAACTTGACG-1 TTCCATGACGAGAG-1 TTCCATGACTGTCC-1
#> "042" "032" "031" "0212" "01"
#> TTCCCACTTGAGGG-1 TTCCCACTTGTCTT-1 TTCCTAGAAAGTGA-1 TTCCTAGACTAGTG-1 TTCGAGGACTCTAT-1
#> "032" "0212" "01" "0221" "01"
#> TTCGAGGAGGGCAA-1 TTCGAGGATAGAAG-1 TTCGATTGAGCATC-1 TTCGGAGAATGCCA-1 TTCGGAGATGTGCA-1
#> "01" "0221" "01" "0211" "01"
#> TTCGTATGAAAAGC-1 TTCGTATGGATAGA-1 TTCGTATGGTCTGA-1 TTCGTATGTCCTTA-1 TTCTACGAACGTAC-1
#> "031" "031" "01" "0222" "01"
#> TTCTACGAGTTGGT-1 TTCTAGTGACACGT-1 TTCTAGTGCATGAC-1 TTCTAGTGGAGAGC-1 TTCTAGTGGTCACA-1
#> "01" "01" "0212" "032" "0222"
#> TTCTCAGAAGAGAT-1 TTCTCAGAAGCATC-1 TTCTCAGATGGAGG-1 TTCTGATGGAGACG-1 TTCTTACTCTGGAT-1
#> "01" "042" "01" "032" "0221"
#> TTGAACCTCCTTGC-1 TTGAATGAACTACG-1 TTGAATGACTTACT-1 TTGAATGATCTCAT-1 TTGACACTCTGTAG-1
#> "041" "0221" "01" "042" "01"
#> TTGACACTGATAAG-1 TTGAGGACAGAACA-1 TTGAGGACTACGCA-1 TTGAGGTGGACGGA-1 TTGCATTGAGCTAC-1
#> "041" "0212" "0222" "01" "01"
#> TTGCATTGCTAAGC-1 TTGCATTGTGACTG-1 TTGCTAACACCAAC-1 TTGCTAACACGCTA-1 TTGCTAACCACTCC-1
#> "0212" "01" "01" "0221" "01"
#> TTGCTATGGTACGT-1 TTGCTATGGTAGGG-1 TTGGAGACCAATCG-1 TTGGAGACGCTATG-1 TTGGAGACTATGGC-1
#> "0222" "0221" "01" "0212" "041"
#> TTGGGAACTGAACC-1 TTGGTACTACTGGT-1 TTGGTACTCTTAGG-1 TTGGTACTGAATCC-1 TTGGTACTGGATTC-1
#> "01" "0222" "01" "041" "042"
#> TTGTACACGTTGTG-1 TTGTACACTTGCAG-1 TTGTAGCTAGCTCA-1 TTGTAGCTCTCTTA-1 TTGTCATGGACGGA-1
#> "041" "01" "01" "042" "032"
#> TTTAGAGATCCTCG-1 TTTAGCTGATACCG-1 TTTAGCTGGATACC-1 TTTAGCTGTACTCT-1 TTTAGGCTCCTTTA-1
#> "042" "01" "0212" "0212" "0211"
#> TTTATCCTGTTGTG-1 TTTCACGAGGTTCA-1 TTTCAGTGGAAGGC-1 TTTCAGTGTCACGA-1 TTTCAGTGTCTATC-1
#> "0222" "01" "01" "041" "0211"
#> TTTCAGTGTGCAGT-1 TTTCCAGAGGTGAG-1 TTTCGAACACCTGA-1 TTTCGAACTCTCAT-1 TTTCTACTGAGGCA-1
#> "041" "01" "042" "0212" "042"
#> TTTCTACTTCCTCG-1 TTTGCATGAGAGGC-1 TTTGCATGCCTCAC-1
#> "041" "041" "01"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 131))
#> AAACATACAACCAC-1 AAACATTGAGCTAC-1 AAACATTGATCAGC-1 AAACCGTGCTTCCG-1 AAACCGTGTATGCG-1
#> "01" "04" "01" "0222" "032"
#> AAACGCACTGGTAC-1 AAACGCTGACCAGT-1 AAACGCTGGTTCTT-1 AAACGCTGTAGCCA-1 AAACGCTGTTTCTG-1
#> "01" "01" "01" "031" "0211"
#> AAACTTGAAAAACG-1 AAACTTGATCCAGA-1 AAAGAGACGAGATA-1 AAAGAGACGCGAGA-1 AAAGAGACGGACTT-1
#> "04" "01" "01" "0212" "01"
#> AAAGAGACGGCATT-1 AAAGCAGATATCGG-1 AAAGCCTGTATGCG-1 AAAGGCCTGTCTAG-1 AAAGTTTGATCACG-1
#> "01" "0222" "01" "04" "04"
#> AAAGTTTGGGGTGA-1 AAAGTTTGTAGAGA-1 AAAGTTTGTAGCGT-1 AAATCAACAATGCC-1 AAATCAACACCAGT-1
#> "04" "01" "0212" "04" "01"
#> AAATCAACCAGGAG-1 AAATCAACCCTATT-1 AAATCAACGGAAGC-1 AAATCAACTCGCAA-1 AAATCATGACCACA-1
#> "01" "0222" "01" "01" "0221"
#> AAATCCCTCCACAA-1 AAATCCCTGCTATG-1 AAATGTTGAACGAA-1 AAATGTTGCCACAA-1 AAATGTTGTGGCAT-1
#> "01" "04" "0212" "031" "0222"
#> AAATTCGAAGGTTC-1 AAATTCGAATCACG-1 AAATTCGAGCTGAT-1 AAATTCGAGGAGTG-1 AAATTCGATTCTCA-1
#> "01" "0212" "0221" "01" "031"
#> AAATTGACACGACT-1 AAATTGACTCGCTC-1 AACAAACTCATTTC-1 AACAAACTTTCGTT-1 AACAATACGACGAG-1
#> "01" "01" "01" "01" "01"
#> AACACGTGCAGAGG-1 AACACGTGGAAAGT-1 AACACGTGGAACCT-1 AACACGTGGCTACA-1 AACACGTGTACGAC-1
#> "01" "01" "0212" "01" "0221"
#> AACAGCACAAGAGT-1 AACATTGATGGGAG-1 AACCAGTGATACCG-1 AACCCAGATCGCTC-1 AACCGATGCTCCCA-1
#> "0211" "0221" "0221" "01" "01"
#> AACCGATGGTCATG-1 AACCGATGTTCTAC-1 AACCGCCTAGCGTT-1 AACCGCCTCTACGA-1 AACCTACTGTGAGG-1
#> "04" "0212" "01" "0222" "0222"
#> AACCTACTGTGTTG-1 AACCTTACGAGACG-1 AACCTTACGCGAGA-1 AACCTTACTAACGC-1 AACCTTTGGACGGA-1
#> "01" "01" "032" "0221" "01"
#> AACCTTTGTACGCA-1 AACGCAACAAGTAG-1 AACGCATGACCCAA-1 AACGCATGCCTTCG-1 AACGCATGTACTTC-1
#> "0221" "01" "01" "01" "01"
#> AACGCCCTCGGGAA-1 AACGCCCTCGTACA-1 AACGCCCTGGCATT-1 AACGTCGAGTATCG-1 AACGTGTGAAAGCA-1
#> "01" "032" "031" "032" "01"
#> AACGTGTGGCGGAA-1 AACGTGTGTCCAAG-1 AACGTGTGTGCTTT-1 AACTACCTTAGAGA-1 AACTCACTCAAGCT-1
#> "04" "01" "01" "01" "0212"
#> AACTCACTTGGAGG-1 AACTCGGAAAGTGA-1 AACTCGGAAGGTCT-1 AACTCTTGCAGGAG-1 AACTGTCTCCCTTG-1
#> "0212" "031" "0211" "01" "0212"
#> AACTTGCTACGCTA-1 AACTTGCTGGGACA-1 AAGAACGAGTGTTG-1 AAGAAGACGTAGGG-1 AAGACAGAAGTCTG-1
#> "04" "01" "01" "04" "04"
#> AAGACAGAGGATCT-1 AAGACAGATTACCT-1 AAGAGATGGGTAGG-1 AAGATGGAAAACAG-1 AAGATGGAGAACTC-1
#> "01" "0212" "04" "04" "0222"
#> AAGATGGAGATAAG-1 AAGATTACAACCTG-1 AAGATTACAGATCC-1 AAGATTACCCGTTC-1 AAGATTACCGCCTT-1
#> "0222" "01" "0222" "0212" "0212"
#> AAGATTACCTCAAG-1 AAGATTACTCCTCG-1 AAGCAAGAGCGAGA-1 AAGCAAGAGCTTAG-1 AAGCAAGAGGTGTT-1
#> "032" "0211" "01" "031" "032"
#> AAGCACTGAGCAAA-1 AAGCACTGCATACG-1 AAGCACTGGTTCTT-1 AAGCCAACGTGTTG-1 AAGCCATGAACTGC-1
#> "04" "01" "04" "01" "0222"
#> AAGCCATGACACGT-1 AAGCCATGCGTGAT-1 AAGCCATGTCTCGC-1 AAGCCTGACATGCA-1 AAGCCTGACCGAAT-1
#> "0211" "01" "01" "01" "0211"
#> AAGCGACTCCTCAC-1 AAGCGACTGTGTCA-1 AAGCGACTTACAGC-1 AAGCGACTTTGACG-1 AAGCGTACGTCTTT-1
#> "0222" "01" "04" "0221" "01"
#> AAGGCTTGCGAACT-1 AAGGTCACGGTTAC-1 AAGGTCACTGTTTC-1 AAGGTCACTTCCCG-1 AAGGTCTGACAGTC-1
#> "031" "0211" "04" "01" "01"
#> AAGGTCTGCAGATC-1 AAGTAACTCTGAAC-1 AAGTAACTGAGATA-1 AAGTAGGATACAGC-1 AAGTATACCGAACT-1
#> "01" "0212" "04" "032" "01"
#> AAGTCCGACTTGTT-1 AAGTCCGATAGAAG-1 AAGTCTCTAGTCGT-1 AAGTCTCTCGGAGA-1 AAGTGGCTTGGAGG-1
#> "01" "01" "01" "031" "04"
#> AAGTTCCTCATTCT-1 AAGTTCCTTCTTAC-1 AATAAGCTCGAATC-1 AATAAGCTCGTTGA-1 AATACCCTGGACGA-1
#> "0221" "01" "01" "01" "04"
#> AATACCCTGGCATT-1 AATACTGAAAGGGC-1 AATACTGAATTGGC-1 AATAGGGAACCCTC-1 AATAGGGAGAATGA-1
#> "01" "031" "032" "04" "031"
#> AATCAAACTATCGG-1 AATCCGGAATGCTG-1 AATCCTACCGGTAT-1 AATCCTTGACGGGA-1 AATCCTTGGTGAGG-1
#> "01" "04" "01" "0212" "032"
#> AATCGGTGGAACTC-1 AATCGGTGTGCTTT-1 AATCTAGAAAAGTG-1 AATCTAGAATCGGT-1 AATCTCACAGCCTA-1
#> "031" "01" "01" "01" "0222"
#> AATCTCACTCTAGG-1 AATCTCTGAACAGA-1 AATCTCTGCTTTAC-1 AATGATACACCAAC-1 AATGATACGGTCAT-1
#> "01" "01" "032" "031" "0222"
#> AATGCGTGACACCA-1 AATGCGTGGACGGA-1 AATGCGTGGCTATG-1 AATGGAGAATCGTG-1 AATGGAGATCCTTA-1
#> "04" "0212" "04" "0212" "01"
#> AATGGCTGACACCA-1 AATGGCTGCGTGAT-1 AATGGCTGTAAAGG-1 AATGGCTGTACTCT-1 AATGGCTGTGAAGA-1
#> "04" "01" "031" "031" "01"
#> AATGTAACGGTGGA-1 AATGTCCTCTTCTA-1 AATGTTGACAGTCA-1 AATGTTGAGTTGAC-1 AATGTTGATCTACT-1
#> "01" "01" "01" "0212" "01"
#> AATTACGAATTCCT-1 AATTACGACTTCTA-1 AATTACGAGTGAGG-1 AATTACGATTGGCA-1 AATTCCTGCTCAGA-1
#> "0222" "01" "01" "04" "04"
#> AATTGATGTCGCAA-1 AATTGTGACTTGGA-1 ACAAAGGAGGGTGA-1 ACAAATTGATTCTC-1 ACAAATTGCTCAGA-1
#> "0221" "04" "01" "0221" "0211"
#> ACAAATTGTTGCGA-1 ACAACCGAGGGATG-1 ACAACCGAGTTACG-1 ACAAGAGAAGTCGT-1 ACAAGAGACTTATC-1
#> "032" "031" "01" "0222" "01"
#> ACAAGAGAGTTGAC-1 ACAATCCTAACCGT-1 ACAATCCTTAGCGT-1 ACAATTGACTGACA-1 ACAATTGATGACTG-1
#> "04" "01" "04" "031" "032"
#> ACACAGACCATACG-1 ACACCAGAGGGCAA-1 ACACCCTGGTGTTG-1 ACACGAACAGTTCG-1 ACACGATGACGCAT-1
#> "031" "01" "032" "01" "031"
#> ACACGATGATGTGC-1 ACACGATGTCGTAG-1 ACACGATGTGGTCA-1 ACAGACACGGCATT-1 ACAGACACGTTGTG-1
#> "0212" "01" "01" "031" "01"
#> ACAGCAACACCTAG-1 ACAGCAACCTCAAG-1 ACAGGTACCCCACT-1 ACAGGTACGCTGTA-1 ACAGGTACTGGTGT-1
#> "0211" "0221" "01" "01" "032"
#> ACAGTCGACCCAAA-1 ACAGTCGACCGATA-1 ACAGTGACTCACCC-1 ACAGTGACTCTATC-1 ACAGTGTGGTCACA-1
#> "01" "031" "01" "01" "01"
#> ACAGTGTGTTGCGA-1 ACATCACTCTACTT-1 ACATGGTGAAGCCT-1 ACATGGTGCAACCA-1 ACATGGTGCGAGTT-1
#> "0212" "0212" "01" "04" "01"
#> ACATTCTGGCATAC-1 ACATTCTGGGAACG-1 ACCAACGACATGCA-1 ACCACAGAAAGTAG-1 ACCACAGAGTTGGT-1
#> "01" "0212" "01" "01" "01"
#> ACCACCTGTGTGCA-1 ACCACGCTACAGCT-1 ACCACGCTACCCAA-1 ACCACGCTGCGAGA-1 ACCACGCTGCTGTA-1
#> "01" "01" "031" "01" "01"
#> ACCAGCCTGACAGG-1 ACCAGTGAACGGTT-1 ACCAGTGAATACCG-1 ACCAGTGAGGGATG-1 ACCAGTGATGACTG-1
#> "01" "04" "0221" "01" "0211"
#> ACCATTACCTTCTA-1 ACCATTACGAGATA-1 ACCATTTGTCATTC-1 ACCCAAGAACTGTG-1 ACCCAAGAATTCCT-1
#> "01" "031" "01" "031" "0221"
#> ACCCAAGAGGACAG-1 ACCCAAGATTCACT-1 ACCCACTGCGCCTT-1 ACCCACTGGACAGG-1 ACCCACTGGTTCAG-1
#> "01" "04" "0211" "01" "032"
#> ACCCACTGTCGTAG-1 ACCCAGCTCAGAAA-1 ACCCAGCTGTTAGC-1 ACCCAGCTTGCTTT-1 ACCCGTTGATGACC-1
#> "0222" "01" "0212" "01" "04"
#> ACCCGTTGCTGCAA-1 ACCCGTTGCTTCTA-1 ACCCTCGACCTATT-1 ACCCTCGACGGTAT-1 ACCCTCGATAAGGA-1
#> "01" "01" "031" "04" "0222"
#> ACCCTCGATCAAGC-1 ACCGTGCTACCAGT-1 ACCGTGCTGGAACG-1 ACCTATTGCTGAGT-1 ACCTATTGTGCCCT-1
#> "0211" "01" "04" "04" "0221"
#> ACCTCCGAGTCCTC-1 ACCTCCGATATGCG-1 ACCTCCGATGCTGA-1 ACCTCGTGAACCAC-1 ACCTGAGATATCGG-1
#> "01" "01" "01" "01" "0211"
#> ACCTGGCTAAGTAG-1 ACCTTTGACTCCCA-1 ACCTTTGAGGAACG-1 ACCTTTGAGGAAGC-1 ACGAACACCTTGTT-1
#> "032" "0222" "0222" "0222" "032"
#> ACGAACTGGCTATG-1 ACGAAGCTCTCCAC-1 ACGAAGCTCTGAGT-1 ACGACCCTATCTCT-1 ACGACCCTGATGAA-1
#> "0221" "01" "04" "0222" "01"
#> ACGACCCTTGACAC-1 ACGACCCTTGACCA-1 ACGAGGGACAGGAG-1 ACGAGGGACGAACT-1 ACGAGGGATGTAGC-1
#> "04" "01" "0222" "01" "01"
#> ACGAGTACCCTAAG-1 ACGAGTACGAATCC-1 ACGATCGAGGACTT-1 ACGATCGAGTCACA-1 ACGATGACAATGCC-1
#> "04" "04" "031" "0212" "01"
#> ACGATGACTGGTCA-1 ACGATTCTACGGGA-1 ACGCAATGGTTCAG-1 ACGCACCTGTTAGC-1 ACGCCACTGAACTC-1
#> "01" "031" "032" "04" "0211"
#> ACGCCGGAAACCAC-1 ACGCCGGAAAGCCT-1 ACGCCGGAAATGCC-1 ACGCCTTGCTCCCA-1 ACGCGGTGGCGAGA-1
#> "0212" "01" "01" "0221" "01"
#> ACGCGGTGTGTGGT-1 ACGCGGTGTTTGCT-1 ACGCTCACAGTACC-1 ACGCTCACCCTTGC-1 ACGCTGCTGTTCTT-1
#> "04" "031" "01" "01" "032"
#> ACGGAACTCAGATC-1 ACGGAACTGTCGTA-1 ACGGAGGACTCTTA-1 ACGGATTGGGAGGT-1 ACGGATTGGTTAGC-1
#> "032" "0221" "0212" "04" "01"
#> ACGGCTCTGAGCAG-1 ACGGCTCTTGCACA-1 ACGGTAACCGCTAA-1 ACGGTAACCTTCGC-1 ACGGTAACGGTGGA-1
#> "01" "01" "031" "031" "01"
#> ACGGTAACTCGCAA-1 ACGGTATGAGTCGT-1 ACGGTATGGGTATC-1 ACGGTATGGTTGTG-1 ACGGTCCTAACGGG-1
#> "01" "0212" "04" "04" "01"
#> ACGGTCCTCGGGAA-1 ACGTAGACAACCAC-1 ACGTAGACTACAGC-1 ACGTCAGAAACGAA-1 ACGTCAGAGAGCTT-1
#> "01" "01" "04" "01" "0211"
#> ACGTCAGAGGGATG-1 ACGTCCTGATAAGG-1 ACGTCCTGTGAACC-1 ACGTCGCTCCTGAA-1 ACGTCGCTCTATTC-1
#> "01" "0212" "0222" "032" "0212"
#> ACGTCGCTTCTCAT-1 ACGTGATGCCATGA-1 ACGTGATGGGTCTA-1 ACGTGATGTAACCG-1 ACGTGATGTGACAC-1
#> "04" "0222" "01" "0221" "032"
#> ACGTGCCTCCGTAA-1 ACGTGCCTTCTATC-1 ACGTTACTTTCCAT-1 ACGTTGGAAAAGCA-1 ACGTTGGAAACCTG-1
#> "01" "031" "01" "01" "031"
#> ACGTTGGACCGTAA-1 ACGTTGGAGCCAAT-1 ACGTTGGATATGGC-1 ACGTTGGATCAGGT-1 ACGTTTACATCAGC-1
#> "0211" "032" "04" "0222" "01"
#> ACTAAAACCCACAA-1 ACTAAAACTCGACA-1 ACTACGGAATTTCC-1 ACTACGGACCTATT-1 ACTACGGATCGCTC-1
#> "01" "0212" "01" "01" "01"
#> ACTACTACTAAGGA-1 ACTAGGTGGAACCT-1 ACTAGGTGGAACTC-1 ACTATCACCTTGGA-1 ACTATCACTGCCAA-1
#> "01" "01" "01" "031" "01"
#> ACTCAGGACTGAAC-1 ACTCAGGATCTATC-1 ACTCAGGATTCGTT-1 ACTCCTCTCAACTG-1 ACTCGCACGAAAGT-1
#> "01" "04" "0211" "01" "0212"
#> ACTCGCACTACGAC-1 ACTCTCCTGACACT-1 ACTCTCCTGCATAC-1 ACTCTCCTGTTTGG-1 ACTGAGACAACCAC-1
#> "0212" "01" "04" "01" "031"
#> ACTGAGACCCATAG-1 ACTGAGACGTTGGT-1 ACTGCCACACACGT-1 ACTGCCACTCCGTC-1 ACTGGCCTTCAGTG-1
#> "0221" "04" "031" "032" "032"
#> ACTGTGGACGTGTA-1 ACTGTGGATCTAGG-1 ACTGTTACCCACAA-1 ACTGTTACTGCAGT-1 ACTTAAGAACCACA-1
#> "031" "04" "0211" "01" "01"
#> ACTTAAGATTACTC-1 ACTTAGCTGCGTAT-1 ACTTAGCTGGGAGT-1 ACTTCAACAAGCAA-1 ACTTCAACGTAGGG-1
#> "0212" "0221" "01" "031" "032"
#> ACTTCCCTTTCCGC-1 ACTTCTGACATGCA-1 ACTTGACTCCACAA-1 ACTTGGGAGAAAGT-1 ACTTGGGAGGTTTG-1
#> "01" "04" "04" "0212" "01"
#> ACTTGGGATGTGAC-1 ACTTGGGATTGACG-1 ACTTGTACCTGTCC-1 ACTTTGTGGAAAGT-1 ACTTTGTGGATAGA-1
#> "0211" "0222" "01" "01" "0222"
#> AGAAACGAAAGTAG-1 AGAAAGTGCGCAAT-1 AGAAAGTGGGGATG-1 AGAACAGAAATGCC-1 AGAACAGACGACTA-1
#> "04" "01" "0212" "032" "04"
#> AGAACAGAGACAAA-1 AGAACGCTTTGCTT-1 AGAAGATGTGACTG-1 AGAATGGAAGAAGT-1 AGAATTTGTAACCG-1
#> "01" "01" "01" "031" "01"
#> AGAATTTGTAGAGA-1 AGACACACTGTAGC-1 AGACACTGTCAAGC-1 AGACCTGAAGTAGA-1 AGACCTGACCAACA-1
#> "01" "01" "0212" "0212" "01"
#> AGACCTGAGGAAGC-1 AGACGTACAGAGGC-1 AGACGTACCCCTAC-1 AGACGTACCTCTTA-1 AGACGTACTCGTGA-1
#> "01" "01" "04" "0212" "0221"
#> AGACTGACCATCAG-1 AGACTGACCCTTTA-1 AGACTTCTCATGCA-1 AGAGATGACAGTCA-1 AGAGATGACTGAAC-1
#> "01" "01" "04" "04" "01"
#> AGAGATGAGGTTTG-1 AGAGATGATCTCGC-1 AGAGATGATTGTGG-1 AGAGCGGAGGCAAG-1 AGAGTCTGGTCGTA-1
#> "0211" "04" "01" "0222" "0221"
#> AGAGTGCTCAGCTA-1 AGAGTGCTCGAATC-1 AGAGTGCTGTCATG-1 AGAGTGCTGTCCTC-1 AGAGTGCTGTGTTG-1
#> "01" "01" "01" "01" "04"
#> AGATATACCCGTAA-1 AGATATACGATGAA-1 AGATATACTGTTCT-1 AGATATTGCCTACC-1 AGATATTGGCCAAT-1
#> "032" "01" "04" "01" "0222"
#> AGATCGTGTCTGGA-1 AGATCGTGTTTGTC-1 AGATCTCTATCACG-1 AGATTAACGTTCTT-1 AGATTCCTATCGTG-1
#> "0212" "04" "04" "0221" "01"
#> AGATTCCTCACTTT-1 AGATTCCTGACGAG-1 AGATTCCTGTTCAG-1 AGCAAAGATATGCG-1 AGCACAACAGTCTG-1
#> "0212" "0212" "032" "01" "01"
#> AGCACTGAGGGAGT-1 AGCACTGATATGCG-1 AGCACTGATGCTTT-1 AGCACTGATTGCGA-1 AGCATCGAAGATCC-1
#> "01" "01" "0222" "01" "01"
#> AGCATCGAAGGGTG-1 AGCATCGAGCTTCC-1 AGCATCGAGTGAGG-1 AGCATCGATAACCG-1 AGCATGACGATGAA-1
#> "04" "0212" "01" "0222" "031"
#> AGCCAATGGGGAGT-1 AGCCAATGTATCTC-1 AGCCACCTGGATCT-1 AGCCGGTGCCAATG-1 AGCCGGTGTGTTTC-1
#> "0221" "01" "031" "01" "01"
#> AGCCGTCTCAATCG-1 AGCCGTCTGAGAGC-1 AGCCTCACGTTCGA-1 AGCCTCACTGTCAG-1 AGCCTCTGCAGTTG-1
#> "01" "01" "01" "0222" "04"
#> AGCCTCTGCCAATG-1 AGCGAACTGGATCT-1 AGCGAACTTACTGG-1 AGCGATACGGAGCA-1 AGCGATTGAGATCC-1
#> "032" "01" "01" "01" "032"
#> AGCGCCGAATCTCT-1 AGCGCCGACAGAGG-1 AGCGCTCTACCTTT-1 AGCGGCACCGGGAA-1 AGCGGCTGATGTGC-1
#> "01" "01" "01" "01" "01"
#> AGCGGGCTTGCCAA-1 AGCGTAACATGCTG-1 AGCGTAACTGAGAA-1 AGCTCGCTACTGGT-1 AGCTCGCTCTGCTC-1
#> "01" "01" "0222" "01" "01"
#> AGCTGAACCATACG-1 AGCTGAACCTCTCG-1 AGCTGCCTTGGGAG-1 AGCTGCCTTTCATC-1 AGCTGCCTTTCTGT-1
#> "0221" "01" "0211" "01" "01"
#> AGCTGTGATCCAAG-1 AGCTTTACAAGTAG-1 AGCTTTACACCAAC-1 AGCTTTACTCTCAT-1 AGGAAATGAGGAGC-1
#> "01" "01" "01" "04" "01"
#> AGGAACCTCTTAGG-1 AGGAACCTTGCCTC-1 AGGAATGATAACGC-1 AGGAATGATTTGTC-1 AGGAGTCTGGTTTG-1
#> "0221" "031" "01" "01" "01"
#> AGGAGTCTTGTCAG-1 AGGATAGACATTTC-1 AGGATAGAGGATTC-1 AGGATGCTACTAGC-1 AGGATGCTTTAGGC-1
#> "01" "01" "031" "04" "032"
#> AGGCAACTGAAGGC-1 AGGCAGGAGTACCA-1 AGGCCTCTAGTCGT-1 AGGCCTCTCGGAGA-1 AGGCCTCTCGTAAC-1
#> "01" "01" "01" "01" "01"
#> AGGGACGACGTTGA-1 AGGGACGAGTCAAC-1 AGGGACGAGTTGTG-1 AGGGACGATAGAGA-1 AGGGACGATGCATG-1
#> "01" "032" "01" "01" "031"
#> AGGGAGTGAGCCTA-1 AGGGCCACCATACG-1 AGGGCGCTAACCAC-1 AGGGCGCTATGGTC-1 AGGGTGGACAGTCA-1
#> "01" "01" "0212" "031" "04"
#> AGGGTGGACTCAAG-1 AGGGTGGAGTTGCA-1 AGGGTTTGTTCATC-1 AGGTCATGAGTGTC-1 AGGTCATGCTTATC-1
#> "0212" "031" "0211" "04" "01"
#> AGGTCTGATTCTCA-1 AGGTGGGAAGAATG-1 AGGTGGGAAGTTCG-1 AGGTGTTGGTTACG-1 AGGTTCGAACCTCC-1
#> "0221" "01" "01" "04" "0211"
#> AGGTTCGAACGTAC-1 AGGTTCGAGGGTGA-1 AGTAAGGAGTTTGG-1 AGTAAGGATTCTTG-1 AGTAATACATCACG-1
#> "0211" "01" "01" "01" "031"
#> AGTAATACCGAACT-1 AGTAATTGTCCCAC-1 AGTACGTGAGGGTG-1 AGTACGTGCTGCAA-1 AGTACGTGCTTGGA-1
#> "04" "01" "01" "01" "01"
#> AGTACTCTACGTGT-1 AGTACTCTCAACCA-1 AGTACTCTCGGTAT-1 AGTAGGCTTGCCTC-1 AGTATAACTTGTCT-1
#> "04" "031" "01" "0221" "0221"
#> AGTATCCTAGAACA-1 AGTCACGATGAGCT-1 AGTCAGACGAATAG-1 AGTCAGACGCTTAG-1 AGTCAGACTAGAGA-1
#> "01" "031" "01" "01" "031"
#> AGTCAGACTGCACA-1 AGTCCAGATATCTC-1 AGTCCAGATTTCAC-1 AGTCGAACCAACCA-1 AGTCGCCTCCGTAA-1
#> "01" "01" "01" "01" "01"
#> AGTCTACTAGGGTG-1 AGTCTACTTGCATG-1 AGTCTTACACCACA-1 AGTCTTACTTCGCC-1 AGTCTTACTTCGGA-1
#> "0211" "0221" "01" "01" "032"
#> AGTGACTGCAACTG-1 AGTGTTCTAACCTG-1 AGTGTTCTATAAGG-1 AGTGTTCTCACTTT-1 AGTTAAACCACTTT-1
#> "0221" "01" "01" "0212" "01"
#> AGTTATGAACAGTC-1 AGTTATGACTGAGT-1 AGTTATGAGTTCAG-1 AGTTCTACCAGCTA-1 AGTTCTTGAAGCCT-1
#> "0212" "01" "01" "0211" "031"
#> AGTTGTCTACTACG-1 AGTTTAGATGGTCA-1 AGTTTCACGGTCTA-1 AGTTTGCTACAGTC-1 AGTTTGCTACTGGT-1
#> "01" "01" "031" "01" "031"
#> AGTTTGCTCCAAGT-1 ATAAACACAGTGCT-1 ATAAACACCACCAA-1 ATAACAACATGCTG-1 ATAACAACGTCTAG-1
#> "01" "04" "01" "0212" "01"
#> ATAACAACTTTGTC-1 ATAACATGTACTCT-1 ATAACCCTGTTGGT-1 ATAACCCTTGGTAC-1 ATAAGTACGAATGA-1
#> "01" "01" "01" "01" "04"
#> ATAAGTTGGTACGT-1 ATAAGTTGTCTAGG-1 ATAATCGAGCTGAT-1 ATAATCGATGGTTG-1 ATAATGACCTACTT-1
#> "0211" "01" "04" "01" "01"
#> ATAATGACTCGTGA-1 ATACAATGTTAGGC-1 ATACCACTCGTACA-1 ATACCACTCTAAGC-1 ATACCACTGCCAAT-1
#> "0211" "01" "0212" "0222" "031"
#> ATACCGGAATGCTG-1 ATACCGGACATTTC-1 ATACCGGACTTCGC-1 ATACCGGAGGTGTT-1 ATACCGGATCTCGC-1
#> "0222" "0212" "01" "0212" "01"
#> ATACCTACGCATCA-1 ATACCTTGGGGCAA-1 ATACGGACAGACTC-1 ATACGGACCTACTT-1 ATACGGACGAGGTG-1
#> "01" "01" "0211" "0211" "04"
#> ATACGGACTATGCG-1 ATACGGACTCTGGA-1 ATACGTCTTAACGC-1 ATACTCTGCTTCGC-1 ATACTCTGGTATGC-1
#> "04" "0211" "0211" "0222" "032"
#> ATAGATACCATGGT-1 ATAGATACGACGAG-1 ATAGATTGGTGTAC-1 ATAGCCGAACGGAG-1 ATAGCGTGCAGATC-1
#> "01" "01" "04" "01" "01"
#> ATAGCGTGCCCTTG-1 ATAGCGTGGTATCG-1 ATAGCGTGTCTCTA-1 ATAGCTCTCTGATG-1 ATAGCTCTGAGGTG-1
#> "0212" "0211" "01" "01" "01"
#> ATAGGAGAAACAGA-1 ATAGGCTGTCAGAC-1 ATAGTCCTAGTGTC-1 ATAGTCCTTGCATG-1 ATAGTCCTTGTCGA-1
#> "0222" "01" "0212" "01" "01"
#> ATAGTTGACAACTG-1 ATAGTTGACCCTCA-1 ATAGTTGAGACGTT-1 ATAGTTGATAAGCC-1 ATATACGAAGCCAT-1
#> "01" "0221" "01" "01" "01"
#> ATATACGAATTGGC-1 ATATAGTGGAATGA-1 ATATGCCTAGATCC-1 ATATGCCTGGACAG-1 ATATGCCTTCTCTA-1
#> "01" "0211" "0211" "01" "01"
#> ATATGCCTTGGTAC-1 ATCAAATGAGCCTA-1 ATCAAATGGGTAAA-1 ATCAACCTAAACGA-1 ATCAACCTGAGGAC-1
#> "01" "0212" "0221" "01" "01"
#> ATCAACCTTCTCTA-1 ATCAACCTTTGTCT-1 ATCACACTTTGTCT-1 ATCACGGATTTCGT-1 ATCATCTGACACCA-1
#> "031" "01" "01" "04" "032"
#> ATCATGCTAGAGTA-1 ATCATGCTGAACCT-1 ATCCAGGACGCTAA-1 ATCCAGGATGGAAA-1 ATCCATACTCCTTA-1
#> "031" "04" "0221" "01" "0212"
#> ATCCATACTTCATC-1 ATCCCGTGCAGTCA-1 ATCCCGTGCATGCA-1 ATCCCGTGGCTGAT-1 ATCCGCACGCATCA-1
#> "0221" "032" "04" "04" "04"
#> ATCCTAACGACGGA-1 ATCCTAACGCTACA-1 ATCGACGAAACTGC-1 ATCGACGAATGACC-1 ATCGAGTGGACGTT-1
#> "04" "031" "0222" "01" "031"
#> ATCGCAGAATCTCT-1 ATCGCAGAGTGTCA-1 ATCGCCACTGAGGG-1 ATCGCCTGGGTCAT-1 ATCGCCTGTGGCAT-1
#> "0221" "04" "031" "01" "04"
#> ATCGCGCTCAGAGG-1 ATCGCGCTGGGATG-1 ATCGCGCTTTTCGT-1 ATCGGAACCAGTCA-1 ATCGGTGAGTCAAC-1
#> "0212" "01" "04" "01" "01"
#> ATCGGTGATTGCAG-1 ATCGTTTGCCTACC-1 ATCGTTTGGGTACT-1 ATCGTTTGTGCCAA-1 ATCTACACCCGCTT-1
#> "01" "0222" "0211" "0211" "0211"
#> ATCTACACCGGGAA-1 ATCTCAACAGGAGC-1 ATCTCAACCTCGAA-1 ATCTCAACCTTGTT-1 ATCTGGGAAACCAC-1
#> "01" "04" "01" "0212" "0222"
#> ATCTGGGAAGTGTC-1 ATCTGGGATTCCGC-1 ATCTGTTGAACGGG-1 ATCTGTTGACCTCC-1 ATCTGTTGCCTTCG-1
#> "0222" "01" "01" "01" "0222"
#> ATCTGTTGGTTGCA-1 ATCTTGACACCAAC-1 ATCTTGACCTCCCA-1 ATCTTTCTGCATCA-1 ATCTTTCTGTTTCT-1
#> "01" "01" "0211" "01" "01"
#> ATCTTTCTTGTCCC-1 ATGAAACTCTGTGA-1 ATGAAACTGAGGCA-1 ATGAAGGAACAGCT-1 ATGAAGGACCTGTC-1
#> "032" "01" "01" "031" "04"
#> ATGAAGGACCTTAT-1 ATGAAGGACTAGTG-1 ATGAAGGACTTGCC-1 ATGACGTGACGACT-1 ATGACGTGATCGGT-1
#> "04" "04" "032" "04" "0221"
#> ATGAGAGAAAGTGA-1 ATGAGAGAACGCAT-1 ATGAGAGAAGTAGA-1 ATGAGCACACAGCT-1 ATGAGCACATCTTC-1
#> "01" "01" "04" "01" "01"
#> ATGATAACTTCACT-1 ATGATATGAAACAG-1 ATGATATGACTGGT-1 ATGATATGAGCACT-1 ATGATATGGTCATG-1
#> "032" "01" "01" "01" "01"
#> ATGATATGGTGCTA-1 ATGATATGTTGTCT-1 ATGCACGAATGTCG-1 ATGCACGACTGTAG-1 ATGCACGAGAACCT-1
#> "032" "0222" "04" "01" "04"
#> ATGCACGAGTTCGA-1 ATGCACGATTGGTG-1 ATGCAGTGTTACCT-1 ATGCAGTGTTCTAC-1 ATGCCAGAACGACT-1
#> "01" "0222" "04" "01" "01"
#> ATGCCAGACAGTCA-1 ATGCCGCTTGAACC-1 ATGCGATGCTATGG-1 ATGCGATGCTGAGT-1 ATGCGATGGTTACG-1
#> "0211" "0222" "0222" "01" "04"
#> ATGCGCCTTCATTC-1 ATGCTTTGCGAATC-1 ATGCTTTGGGCGAA-1 ATGCTTTGTAGTCG-1 ATGGACACATCGGT-1
#> "01" "01" "01" "04" "01"
#> ATGGACACGCATCA-1 ATGGGTACAACCTG-1 ATGGGTACATCGGT-1 ATGGGTACTATTCC-1 ATGGGTACTGGGAG-1
#> "032" "04" "032" "01" "01"
#> ATGTAAACACCTCC-1 ATGTAAACCCGCTT-1 ATGTAAACGGGATG-1 ATGTAAACTCTCCG-1 ATGTAAACTTCACT-1
#> "01" "01" "0222" "01" "0212"
#> ATGTACCTCAGTCA-1 ATGTACCTTAGTCG-1 ATGTACCTTTATCC-1 ATGTACCTTTCACT-1 ATGTCACTAATGCC-1
#> "01" "01" "0211" "031" "0212"
#> ATGTCACTCTGCTC-1 ATGTCGGAGGTGAG-1 ATGTTCACAGTCTG-1 ATGTTCACCGTAGT-1 ATGTTGCTTTCAGG-1
#> "01" "01" "0212" "01" "01"
#> ATTAACGATGAGAA-1 ATTAACGATGCAAC-1 ATTAAGACTGCAGT-1 ATTACCTGCCTTAT-1 ATTACCTGGAGGAC-1
#> "032" "031" "01" "0212" "0221"
#> ATTAGATGTTTCAC-1 ATTATGGAATCTCT-1 ATTCAAGAACGGGA-1 ATTCAAGACCTTTA-1 ATTCAGCTCATTGG-1
#> "01" "01" "01" "01" "032"
#> ATTCCAACCATTGG-1 ATTCCAACTTAGGC-1 ATTCGACTCACTAG-1 ATTCGACTGAATAG-1 ATTCGACTTTTGTC-1
#> "0212" "032" "031" "0212" "0221"
#> ATTCGGGAAAGGCG-1 ATTCGGGATTAGGC-1 ATTCTTCTGATACC-1 ATTGAATGGACGGA-1 ATTGATGAAGGTTC-1
#> "0212" "01" "01" "01" "01"
#> ATTGATGACTGAGT-1 ATTGATGAGCGAAG-1 ATTGATGATCTATC-1 ATTGCACTGACGGA-1 ATTGCACTGAGAGC-1
#> "01" "01" "01" "01" "0221"
#> ATTGCACTGGAGCA-1 ATTGCACTTAGCCA-1 ATTGCACTTGCTTT-1 ATTGCTTGTTACTC-1 ATTGGTCTGACTAC-1
#> "0211" "01" "0221" "04" "04"
#> ATTGGTCTTGTCTT-1 ATTGTAGATTCCCG-1 ATTGTAGATTGCAG-1 ATTGTCTGCGTACA-1 ATTTAGGAACCATG-1
#> "04" "0222" "01" "01" "0221"
#> ATTTAGGACAGAGG-1 ATTTCCGAGATGAA-1 ATTTCCGAGTGCTA-1 ATTTCGTGTATGGC-1 ATTTCTCTACTTTC-1
#> "01" "01" "01" "031" "0221"
#> ATTTCTCTAGCAAA-1 ATTTCTCTCACTTT-1 ATTTCTCTTCCCAC-1 ATTTGCACAAGATG-1 CAAAGCACAGCTCA-1
#> "01" "0221" "01" "0211" "01"
#> CAAAGCACCGTAAC-1 CAAAGCACGGTAAA-1 CAAAGCTGAAAGTG-1 CAAAGCTGTTGCTT-1 CAAATATGTGACAC-1
#> "04" "032" "01" "0212" "01"
#> CAAATTGAGGGCAA-1 CAAATTGATGGAGG-1 CAACCAGAAAAGTG-1 CAACCAGAAGTGCT-1 CAACCAGAGTTCAG-1
#> "01" "0211" "01" "01" "0222"
#> CAACCAGATAGAAG-1 CAACCGCTGTTCAG-1 CAACCGCTTTGAGC-1 CAACGATGCGCAAT-1 CAACGTGACTCCAC-1
#> "0211" "01" "01" "0221" "0222"
#> CAACGTGAGCCATA-1 CAACGTGATCAAGC-1 CAAGAAGACCACAA-1 CAAGAAGACGTCTC-1 CAAGAAGATTCTAC-1
#> "031" "0212" "031" "0222" "01"
#> CAAGACTGACCTGA-1 CAAGACTGAGTAGA-1 CAAGCTGACCATAG-1 CAAGCTGATCTATC-1 CAAGGACTGTTCAG-1
#> "04" "04" "0221" "031" "01"
#> CAAGGACTTCTTTG-1 CAAGGTTGCTCCAC-1 CAAGGTTGTCATTC-1 CAAGGTTGTCTGGA-1 CAAGTCGAAACAGA-1
#> "031" "01" "04" "032" "04"
#> CAAGTCGATAGCGT-1 CAATAAACGCCATA-1 CAATAATGAACTGC-1 CAATATGACATGGT-1 CAATATGACCTTCG-1
#> "0212" "0211" "0212" "01" "031"
#> CAATATGACGTTAG-1 CAATATGAGGAGCA-1 CAATCGGAGAAACA-1 CAATCTACTGACTG-1 CAATTCACCCAACA-1
#> "01" "01" "01" "032" "031"
#> CAATTCACGATAGA-1 CAATTCACTTGTGG-1 CAATTCTGCTTGTT-1 CAATTCTGGCGTAT-1 CACAACGATACGAC-1
#> "01" "01" "0222" "0221" "01"
#> CACAATCTTGTTCT-1 CACAATCTTTCCAT-1 CACACCTGCTTGAG-1 CACACCTGTATGGC-1 CACAGAACCCTTGC-1
#> "01" "01" "01" "01" "04"
#> CACAGAACCTGATG-1 CACAGATGGGATTC-1 CACAGATGGTTTCT-1 CACAGCCTGATACC-1 CACAGCCTTGCCAA-1
#> "01" "01" "0212" "01" "0221"
#> CACAGCCTTGTAGC-1 CACAGTGATGAAGA-1 CACATACTACAGCT-1 CACATGGAACACGT-1 CACATGGAAGTCGT-1
#> "01" "0212" "031" "01" "01"
#> CACCACTGCCAACA-1 CACCACTGGCGAAG-1 CACCCATGTTCTGT-1 CACCGGGAATCGAC-1 CACCGGGACGAGAG-1
#> "01" "031" "031" "01" "031"
#> CACCGGGACGTGTA-1 CACCGGGACTTCTA-1 CACCGGGACTTGCC-1 CACCGGGATTCGGA-1 CACCGTACTAAGGA-1
#> "01" "032" "031" "031" "04"
#> CACCGTACTAGCGT-1 CACCTGACACCCAA-1 CACCTGACCAGAAA-1 CACCTGACCTCAAG-1 CACCTGACGAAAGT-1
#> "01" "031" "01" "031" "04"
#> CACCTGACTCGTAG-1 CACGAAACTTCCGC-1 CACGACCTCGATAC-1 CACGCTACAGAAGT-1 CACGCTACTGTTCT-1
#> "01" "04" "04" "01" "04"
#> CACGGGACAGAGTA-1 CACGGGACATAAGG-1 CACGGGACGTAGGG-1 CACGGGTGCTTCGC-1 CACGGGTGGAGGAC-1
#> "01" "01" "01" "031" "031"
#> CACGGGTGTGTTTC-1 CACTAACTCCTAAG-1 CACTAACTGAAAGT-1 CACTAGGATGATGC-1 CACTATACCCCGTT-1
#> "01" "04" "01" "04" "04"
#> CACTATACGTTTGG-1 CACTGAGACAGTCA-1 CACTGCACTTCATC-1 CACTGCTGAGACTC-1 CACTGCTGGAAAGT-1
#> "031" "0211" "01" "0221" "01"
#> CACTTAACCGAATC-1 CACTTAACCGTACA-1 CACTTTGACTCTAT-1 CACTTTGAGCTGTA-1 CAGAAGCTCTCAAG-1
#> "01" "04" "031" "01" "01"
#> CAGACATGAACGGG-1 CAGACATGTCGACA-1 CAGACCCTAAGGTA-1 CAGACCCTAATGCC-1 CAGACCCTAGGAGC-1
#> "01" "01" "0221" "01" "01"
#> CAGACTGAGTATGC-1 CAGATCGAATGTCG-1 CAGATCGACCTGAA-1 CAGATCGATATGGC-1 CAGATGACATTCTC-1
#> "01" "04" "01" "01" "032"
#> CAGCAATGCCTTCG-1 CAGCAATGGAGGGT-1 CAGCAATGGTGCTA-1 CAGCAATGTCTACT-1 CAGCAATGTGACCA-1
#> "01" "032" "01" "0212" "01"
#> CAGCAATGTGAGGG-1 CAGCACCTAAGCCT-1 CAGCACCTAGGCGA-1 CAGCACCTGTAGGG-1 CAGCATGACAACCA-1
#> "0211" "01" "01" "0222" "0212"
#> CAGCATGAGACGTT-1 CAGCCTACCCAACA-1 CAGCCTTGCTACCC-1 CAGCCTTGGGGACA-1 CAGCGGACACCCTC-1
#> "01" "01" "0212" "01" "01"
#> CAGCGGACCTTTAC-1 CAGCGTCTAAAGCA-1 CAGCGTCTTATCGG-1 CAGCTAGATGTGAC-1 CAGCTCTGAGGCGA-1
#> "032" "01" "01" "0211" "01"
#> CAGCTCTGCAAGCT-1 CAGCTCTGTCGTAG-1 CAGCTCTGTGTGGT-1 CAGGAACTAACTGC-1 CAGGAACTCTCAGA-1
#> "031" "0222" "032" "01" "0211"
#> CAGGCCGAACACCA-1 CAGGCCGAACACGT-1 CAGGCCGAACGACT-1 CAGGCCGAATCTCT-1 CAGGCCGACTAGCA-1
#> "01" "01" "01" "0222" "04"
#> CAGGGCACCATACG-1 CAGGGCACCCAACA-1 CAGGGCACTCCCGT-1 CAGGTAACAGACTC-1 CAGGTATGAGTCGT-1
#> "04" "01" "01" "0212" "01"
#> CAGGTATGTGCTTT-1 CAGGTTGAGGATCT-1 CAGTGATGGACGGA-1 CAGTGATGGCTAAC-1 CAGTGATGGGACAG-1
#> "01" "04" "04" "032" "01"
#> CAGTGATGTAAGGA-1 CAGTGATGTACGCA-1 CAGTGTGATGTCAG-1 CAGTTACTAAGGTA-1 CAGTTACTGATAGA-1
#> "04" "04" "01" "04" "01"
#> CAGTTGGAAAGAGT-1 CAGTTGGACATACG-1 CAGTTTACACACGT-1 CAGTTTACCCCAAA-1 CATAAAACGGAGCA-1
#> "0222" "01" "032" "01" "0212"
#> CATAAATGAACTGC-1 CATAACCTTCTCCG-1 CATACTACCTCGAA-1 CATACTACCTGAAC-1 CATACTACGTACCA-1
#> "01" "01" "01" "01" "0211"
#> CATACTTGGGTTAC-1 CATAGTCTAATCGC-1 CATAGTCTCACTTT-1 CATATAGACTAAGC-1 CATATAGATCAGGT-1
#> "0221" "01" "01" "0212" "04"
#> CATCAACTAGAAGT-1 CATCAACTCCCTCA-1 CATCAGGACTTCCG-1 CATCAGGATAGCCA-1 CATCAGGATCCTAT-1
#> "01" "01" "032" "032" "0221"
#> CATCAGGATGCACA-1 CATCAGGATTTCGT-1 CATCATACCGCATA-1 CATCATACGGAGCA-1 CATCATACTCAAGC-1
#> "0221" "0211" "0222" "04" "01"
#> CATCGCTGGGATCT-1 CATCGCTGTGGCAT-1 CATCGGCTATGCTG-1 CATCGGCTTTGGCA-1 CATCTCCTATGTGC-1
#> "01" "04" "01" "01" "04"
#> CATCTCCTCGAACT-1 CATGAGACACGGGA-1 CATGAGACGTTGAC-1 CATGAGACTCGCCT-1 CATGCCACGGGTGA-1
#> "0222" "04" "032" "01" "01"
#> CATGCCACTGCCAA-1 CATGCGCTAGTCAC-1 CATGCGCTCAGATC-1 CATGCGCTTTGCAG-1 CATGGCCTAGGGTG-1
#> "01" "0221" "0211" "0221" "0211"
#> CATGGCCTGTGCAT-1 CATGTACTATCGTG-1 CATGTTACAGTCGT-1 CATGTTACCTGAGT-1 CATGTTTGGGGATG-1
#> "01" "031" "031" "01" "0212"
#> CATTACACACGGAG-1 CATTACACCAACTG-1 CATTACACGGAGTG-1 CATTACACTACTCT-1 CATTAGCTCCACAA-1
#> "04" "032" "01" "01" "0212"
#> CATTGACTAGCGGA-1 CATTGGGACTCGAA-1 CATTGTACAGCGTT-1 CATTGTACTCGATG-1 CATTGTACTTATCC-1
#> "0212" "01" "01" "04" "01"
#> CATTGTACTTTGCT-1 CATTGTTGCTAGTG-1 CATTTCGACTCTAT-1 CATTTCGAGATACC-1 CATTTGACCACACA-1
#> "0221" "01" "031" "032" "031"
#> CATTTGACCCTGAA-1 CATTTGTGACGACT-1 CATTTGTGCATTGG-1 CATTTGTGCGGAGA-1 CATTTGTGGGATCT-1
#> "031" "04" "01" "01" "04"
#> CCAAAGTGCTACGA-1 CCAAAGTGTGAGAA-1 CCAACCTGAAGTAG-1 CCAACCTGACGTAC-1 CCAACCTGTTCGCC-1
#> "0222" "0211" "031" "0212" "0212"
#> CCAAGAACCCAATG-1 CCAAGAACGTAGCT-1 CCAAGAACGTGTCA-1 CCAAGAACTACTGG-1 CCAAGAACTCCTAT-1
#> "01" "01" "01" "031" "04"
#> CCAAGATGTCATTC-1 CCAAGATGTTTCAC-1 CCAAGTGAGGAACG-1 CCAAGTGATCAAGC-1 CCAATTTGAACGTC-1
#> "01" "01" "01" "01" "0212"
#> CCACCATGAACGTC-1 CCACCATGATCGGT-1 CCACCATGGACGAG-1 CCACCATGGGGAGT-1 CCACCATGTCCTGC-1
#> "01" "01" "0221" "01" "031"
#> CCACTGACCCGCTT-1 CCACTGTGGGAAGC-1 CCACTGTGTGTAGC-1 CCACTTCTCGGGAA-1 CCAGAAACCCTGTC-1
#> "0212" "0211" "01" "0222" "04"
#> CCAGAAACGAACTC-1 CCAGAAACGGTCTA-1 CCAGACCTCTGAGT-1 CCAGACCTTGTGGT-1 CCAGCACTGCGATT-1
#> "01" "01" "04" "01" "0221"
#> CCAGCGGAAAGGCG-1 CCAGCGGACGACTA-1 CCAGCGGATGGGAG-1 CCAGCTACACAGTC-1 CCAGCTACCAGCTA-1
#> "0211" "0212" "01" "01" "04"
#> CCAGGTCTACACCA-1 CCAGGTCTAGCATC-1 CCAGGTCTATGGTC-1 CCAGTCACACTGGT-1 CCAGTCACACTGTG-1
#> "04" "0211" "01" "0212" "04"
#> CCAGTCACGTTGTG-1 CCAGTGCTAACCAC-1 CCAGTGCTCGTAGT-1 CCATCCGAAAGCAA-1 CCATCCGAACGACT-1
#> "01" "01" "01" "01" "01"
#> CCATCCGAAGGTTC-1 CCATCCGATTCGCC-1 CCATCGTGAACGGG-1 CCATCGTGCTAGAC-1 CCCAACACCTCGCT-1
#> "04" "0211" "01" "0221" "04"
#> CCCAACACGCATCA-1 CCCAACACTTTGTC-1 CCCAACTGCAATCG-1 CCCAGACTGCCTTC-1 CCCAGACTGGTTTG-1
#> "01" "0222" "0211" "0222" "04"
#> CCCAGACTTTCGCC-1 CCCAGTTGCAGTTG-1 CCCAGTTGGGTACT-1 CCCAGTTGTCTATC-1 CCCGATTGTGTTTC-1
#> "0221" "0222" "01" "04" "01"
#> CCCGGAGAAGGGTG-1 CCCTACGAATTGGC-1 CCCTAGTGCAAAGA-1 CCCTCAGACACTTT-1 CCCTCAGACGAGAG-1
#> "0211" "0211" "01" "04" "01"
#> CCCTCAGAGGTCAT-1 CCCTGAACTAAAGG-1 CCCTGATGCAACCA-1 CCCTGATGCAAGCT-1 CCCTTACTAACCAC-1
#> "01" "04" "01" "04" "0222"
#> CCCTTACTGCAGTT-1 CCGAAAACCTTGTT-1 CCGACACTGGTTTG-1 CCGACTACCCAGTA-1 CCGACTACCGTGTA-1
#> "01" "0221" "01" "0222" "01"
#> CCGACTACTGAGGG-1 CCGATAGACCTAAG-1 CCGATAGAGTTGGT-1 CCGCGAGACACACA-1 CCGCGAGAGGTTCA-1
#> "01" "01" "0222" "0212" "01"
#> CCGCTATGGGACGA-1 CCGCTATGTGCAAC-1 CCGCTATGTGCACA-1 CCGGTACTGTCCTC-1 CCGTACACAAGCAA-1
#> "04" "0222" "0212" "01" "01"
#> CCGTACACAGCGTT-1 CCGTACACGTCATG-1 CCGTACACGTTGGT-1 CCGTACACTAACGC-1 CCTAAACTTTCGTT-1
#> "04" "031" "0222" "01" "01"
#> CCTAAGGACCCAAA-1 CCTAAGGACTAGCA-1 CCTAAGGAGGGCAA-1 CCTAAGGATGATGC-1 CCTAAGGATGTCAG-1
#> "01" "0211" "031" "01" "01"
#> CCTACCGACTCTTA-1 CCTACCGAGGGATG-1 CCTAGAGAGGTGAG-1 CCTATAACCAAAGA-1 CCTATAACGAGACG-1
#> "01" "04" "04" "01" "0211"
#> CCTATAACTCAGAC-1 CCTATAACTGCATG-1 CCTCGAACACTTTC-1 CCTCGAACCCGTAA-1 CCTCGAACGTATCG-1
#> "01" "0221" "032" "0221" "01"
#> CCTCGAACTTACTC-1 CCTCTACTCTTCGC-1 CCTCTACTGGCATT-1 CCTGACTGAAGTAG-1 CCTGACTGGGGAGT-1
#> "01" "0212" "01" "01" "01"
#> CCTGACTGTGTCTT-1 CCTGCAACACGTTG-1 CCTGGACTCGTGAT-1 CCTTAATGCCCAAA-1 CCTTAATGTTCTAC-1
#> "04" "0212" "01" "04" "0221"
#> CCTTCACTACGACT-1 CCTTCACTCAGTCA-1 CCTTCACTGGAGTG-1 CCTTTAGATTCATC-1 CGAACATGCCCTAC-1
#> "01" "04" "0211" "0212" "0212"
#> CGAACATGTCAGAC-1 CGAAGACTGGAACG-1 CGAAGACTGTTACG-1 CGAAGGGAAACCTG-1 CGAAGGGATCCGAA-1
#> "01" "01" "01" "031" "04"
#> CGAAGTACCAACTG-1 CGAATCGAGGAGCA-1 CGAATCGAGGAGGT-1 CGACAAACCCATAG-1 CGACAAACCGACAT-1
#> "04" "0211" "01" "01" "04"
#> CGACCACTAAAGTG-1 CGACCACTGCCAAT-1 CGACCGGAAGGTCT-1 CGACCGGATGGAAA-1 CGACCTTGCTAGTG-1
#> "032" "032" "01" "01" "01"
#> CGACGTCTATCGTG-1 CGACGTCTCGTGTA-1 CGACGTCTGAGGCA-1 CGACTCACGTCGTA-1 CGACTCACGTTGCA-1
#> "01" "01" "01" "01" "01"
#> CGACTCTGTGTGAC-1 CGACTGCTTCCTCG-1 CGAGAACTAAGGCG-1 CGAGAACTACGTTG-1 CGAGAACTTGTTCT-1
#> "01" "0212" "031" "01" "0212"
#> CGAGATTGGACACT-1 CGAGATTGGCCATA-1 CGAGCCGAACACCA-1 CGAGCCGAGGCGAA-1 CGAGCGTGCTCCAC-1
#> "031" "031" "01" "01" "01"
#> CGAGCGTGGATACC-1 CGAGCGTGTATGCG-1 CGAGGAGACCTCCA-1 CGAGGAGATGTCGA-1 CGAGGCACCTATGG-1
#> "01" "0211" "04" "01" "031"
#> CGAGGCACTATGCG-1 CGAGGCACTCTTCA-1 CGAGGCTGACGCTA-1 CGAGGCTGGCAGTT-1 CGAGGGCTACGACT-1
#> "0222" "01" "032" "0212" "04"
#> CGAGGGCTCGAATC-1 CGAGTATGTCACCC-1 CGATACGAACAGTC-1 CGATACGACAGGAG-1 CGATACGATTCACT-1
#> "01" "0221" "0222" "031" "04"
#> CGATAGACCCGTAA-1 CGATAGACCGTACA-1 CGATAGACGTAGGG-1 CGATAGACTGTTCT-1 CGATCAGAAGAACA-1
#> "0211" "01" "0211" "01" "031"
#> CGATCAGAGAGGGT-1 CGATCAGAGGTACT-1 CGATCAGATGTGAC-1 CGATCCACCGGGAA-1 CGATCCACTTCCAT-1
#> "01" "01" "0222" "031" "04"
#> CGCAAATGCTCGAA-1 CGCAACCTCCTTGC-1 CGCAACCTGGACGA-1 CGCACGGAGGACGA-1 CGCACGGATCTTTG-1
#> "01" "01" "01" "04" "01"
#> CGCACTACAGAATG-1 CGCACTACAGCCAT-1 CGCACTACATTGGC-1 CGCACTACTCGCCT-1 CGCACTACTCGTGA-1
#> "01" "01" "01" "04" "01"
#> CGCACTTGTCACGA-1 CGCAGGACAGATCC-1 CGCAGGACCTACTT-1 CGCAGGACTTGTCT-1 CGCAGGTGCACTGA-1
#> "0212" "01" "01" "0221" "01"
#> CGCAGGTGCCATAG-1 CGCAGGTGGGAACG-1 CGCATAGATCACGA-1 CGCCATACTGCAAC-1 CGCCATTGAGAGGC-1
#> "0221" "01" "0211" "01" "01"
#> CGCCATTGCTATGG-1 CGCCATTGGAGACG-1 CGCCATTGGAGCAG-1 CGCCATTGTACTGG-1 CGCCGAGAGCTTAG-1
#> "01" "01" "04" "04" "032"
#> CGCCTAACGAATGA-1 CGCCTAACTGCTCC-1 CGCGAGACACAGCT-1 CGCGAGACAGGTCT-1 CGCGAGACGCTACA-1
#> "0222" "01" "01" "04" "01"
#> CGCGATCTCAGTCA-1 CGCGATCTGTTGAC-1 CGCGATCTTTCTTG-1 CGCGGATGGCCAAT-1 CGCTAAGAATGTCG-1
#> "0212" "0212" "04" "01" "01"
#> CGCTAAGACAACTG-1 CGCTAAGACCCTTG-1 CGCTACTGAACAGA-1 CGCTACTGAGAACA-1 CGCTACTGTGAGCT-1
#> "01" "01" "0222" "01" "01"
#> CGCTACTGTTCCCG-1 CGCTCATGCATTTC-1 CGGAATTGGTTTGG-1 CGGAATTGTGGAGG-1 CGGACCGATGCGTA-1
#> "031" "0211" "01" "01" "031"
#> CGGACCGATGGGAG-1 CGGACTCTAAACAG-1 CGGACTCTCCAATG-1 CGGACTCTCCTCGT-1 CGGAGGCTATTCCT-1
#> "01" "04" "01" "032" "01"
#> CGGAGGCTTGGATC-1 CGGATAACAACGAA-1 CGGATAACAGCTCA-1 CGGATAACTCAGTG-1 CGGCACGAACTCAG-1
#> "01" "0212" "01" "0211" "01"
#> CGGCACGAAGGGTG-1 CGGCACGACTACGA-1 CGGCATCTTAGAAG-1 CGGCATCTTCGTAG-1 CGGCCAGAAAGGTA-1
#> "01" "0221" "01" "0212" "01"
#> CGGCCAGAGAGGCA-1 CGGCGAACCAGTCA-1 CGGCGAACGACAAA-1 CGGCGAACGGTCTA-1 CGGCGAACTACTTC-1
#> "031" "0222" "032" "01" "032"
#> CGGGACTGCGTGTA-1 CGGGACTGGAATAG-1 CGGGCATGACCCAA-1 CGGGCATGTCTCTA-1 CGGGCATGTTGTGG-1
#> "01" "031" "031" "031" "01"
#> CGGTAAACTCGCAA-1 CGGTCACTGTTTGG-1 CGGTCACTTACTTC-1 CGTAACGATCGCCT-1 CGTACCACACACAC-1
#> "01" "01" "01" "01" "01"
#> CGTACCACACGTTG-1 CGTACCACCTCATT-1 CGTACCACGGAGCA-1 CGTACCTGGCATCA-1 CGTAGCCTCTCTCG-1
#> "01" "01" "01" "032" "0212"
#> CGTAGCCTGCGAAG-1 CGTAGCCTGTATGC-1 CGTCAAGAAAGGTA-1 CGTCAAGAACGTGT-1 CGTCAAGACAGAGG-1
#> "01" "0221" "0211" "01" "01"
#> CGTCAAGACAGGAG-1 CGTCCATGCTCTTA-1 CGTCGACTTTCCGC-1 CGTGATGACGCTAA-1 CGTGATGAGGTTCA-1
#> "031" "01" "01" "01" "01"
#> CGTGCACTTATGGC-1 CGTGTAGAAAAACG-1 CGTGTAGACGATAC-1 CGTGTAGAGTTACG-1 CGTGTAGAGTTCAG-1
#> "0222" "01" "031" "032" "0211"
#> CGTGTAGATTCGGA-1 CGTTAGGAAACCAC-1 CGTTAGGATCATTC-1 CGTTATACCCTGAA-1 CGTTTAACTGGTCA-1
#> "032" "01" "0222" "031" "01"
#> CTAAACCTCTGACA-1 CTAAACCTGTGCAT-1 CTAACACTAACGTC-1 CTAACACTAGTGCT-1 CTAACGGAACCGAT-1
#> "032" "04" "01" "0222" "032"
#> CTAACGGATTTCTG-1 CTAACTACGGCAAG-1 CTAAGGACACCATG-1 CTAAGGACCGTTAG-1 CTAAGGACGCCATA-1
#> "01" "01" "01" "01" "0212"
#> CTAAGGTGCCTAAG-1 CTAAGGTGTTGCAG-1 CTAAGGTGTTTCTG-1 CTAATAGAGCTATG-1 CTAATGCTTGTGGT-1
#> "04" "01" "01" "01" "0212"
#> CTACAACTCCCGTT-1 CTACCTCTCAACCA-1 CTACGCACACCTAG-1 CTACGCACTCTCCG-1 CTACGCACTGGTCA-1
#> "031" "01" "0221" "01" "032"
#> CTACGGCTTTCTTG-1 CTACTATGAACCAC-1 CTACTATGATGTGC-1 CTACTATGCTAAGC-1 CTACTATGTAAAGG-1
#> "0222" "0212" "0211" "01" "04"
#> CTACTCCTATGTCG-1 CTACTCCTGCCATA-1 CTAGAGACACTTTC-1 CTAGAGACAGCATC-1 CTAGAGACTTTGGG-1
#> "032" "0211" "01" "031" "0221"
#> CTAGATCTCTCTAT-1 CTAGATCTTCGACA-1 CTAGGATGAGCCTA-1 CTAGGATGATCGTG-1 CTAGGCCTCTCAGA-1
#> "01" "01" "04" "04" "01"
#> CTAGGTGATGGTTG-1 CTAGTTACCAGAGG-1 CTAGTTACCGCATA-1 CTAGTTACGAAACA-1 CTATAAGATCGTTT-1
#> "0221" "01" "01" "032" "04"
#> CTATACTGAGGTTC-1 CTATACTGCCAGTA-1 CTATACTGCGCTAA-1 CTATACTGCTACGA-1 CTATACTGTCTCAT-1
#> "0211" "01" "0211" "032" "032"
#> CTATACTGTTCGTT-1 CTATAGCTGTCACA-1 CTATAGCTTCGCTC-1 CTATAGCTTGCCTC-1 CTATCAACGAACTC-1
#> "01" "01" "0212" "0212" "01"
#> CTATCAACGCAGAG-1 CTATCAACTTTGGG-1 CTATCCCTCCACCT-1 CTATGTACGAGAGC-1 CTATGTACGCTTAG-1
#> "01" "01" "0212" "01" "01"
#> CTATGTACTGTTTC-1 CTATGTTGAAAGCA-1 CTATGTTGTCCTCG-1 CTATGTTGTCTCGC-1 CTATTGACAAACGA-1
#> "04" "01" "01" "01" "0211"
#> CTATTGACACTGGT-1 CTATTGACGGTGAG-1 CTATTGTGGCAAGG-1 CTCAATTGGTTCAG-1 CTCAATTGGTTGCA-1
#> "0222" "0222" "01" "01" "0212"
#> CTCAGAGATAGAAG-1 CTCAGCACTCTAGG-1 CTCAGCACTGAACC-1 CTCAGCACTTGCAG-1 CTCAGCTGAACCTG-1
#> "01" "01" "0211" "01" "0212"
#> CTCAGCTGCAGTTG-1 CTCAGGCTCGTTGA-1 CTCAGGCTGCTAAC-1 CTCATTGACCTTAT-1 CTCATTGATGCTTT-1
#> "01" "0221" "01" "01" "0222"
#> CTCCACGAGAGATA-1 CTCCATCTCTTAGG-1 CTCCATCTGACGAG-1 CTCCGAACAAGTGA-1 CTCCTACTGCCTTC-1
#> "0222" "01" "01" "0221" "0211"
#> CTCGAAGATGTGGT-1 CTCGAAGATTAGGC-1 CTCGACTGCTCTAT-1 CTCGACTGGGTGAG-1 CTCGACTGGTTGAC-1
#> "01" "0212" "01" "01" "032"
#> CTCGAGCTCTGGAT-1 CTCGCATGACTTTC-1 CTCGCATGCTTAGG-1 CTCTAAACCTCGAA-1 CTCTAAACGGCGAA-1
#> "032" "01" "01" "01" "01"
#> CTCTAATGTCCAAG-1 CTGAACGACAGTCA-1 CTGAACGATGAGGG-1 CTGAAGACCCAACA-1 CTGAAGACGTGCAT-1
#> "0212" "01" "01" "01" "04"
#> CTGAAGTGAAGCCT-1 CTGAAGTGCAGCTA-1 CTGAAGTGGCTATG-1 CTGAAGTGTCCAGA-1 CTGAATCTGAATAG-1
#> "0221" "04" "01" "01" "01"
#> CTGACAGAATCGTG-1 CTGACCACAGCAAA-1 CTGAGAACCGGGAA-1 CTGAGAACGTAAAG-1 CTGATACTAGTAGA-1
#> "031" "01" "01" "032" "01"
#> CTGATTTGGTGTTG-1 CTGCAGCTAACCGT-1 CTGCAGCTGACACT-1 CTGCAGCTGGATTC-1 CTGCAGCTTGGCAT-1
#> "0222" "01" "01" "0222" "01"
#> CTGCCAACAGGAGC-1 CTGCCAACCAGCTA-1 CTGCCAACTAACCG-1 CTGCCAACTGCTCC-1 CTGCCAACTTGCAG-1
#> "01" "01" "0212" "031" "01"
#> CTGCCAACTTGCTT-1 CTGCGACTCCACCT-1 CTGGAAACAAACGA-1 CTGGAAACATCGAC-1 CTGGATGACTGGAT-1
#> "01" "031" "031" "01" "031"
#> CTGGATGACTTGTT-1 CTGGATGATGTGAC-1 CTGGCACTCAAGCT-1 CTGTAACTAACCAC-1 CTGTAACTAGCGTT-1
#> "01" "04" "0212" "01" "01"
#> CTGTATACGTAAAG-1 CTGTATACGTACGT-1 CTGTATACGTTGGT-1 CTGTGAGACAACCA-1 CTGTGAGACCTTGC-1
#> "01" "0222" "01" "0221" "031"
#> CTGTGAGACGAACT-1 CTGTGAGACTGTAG-1 CTTAAAGAACCTGA-1 CTTAACACCTGTAG-1 CTTAACACTATCGG-1
#> "0212" "0212" "01" "01" "04"
#> CTTAAGCTACCTAG-1 CTTAAGCTAGTACC-1 CTTAAGCTCATCAG-1 CTTAAGCTCCGCTT-1 CTTACAACTAACGC-1
#> "01" "01" "01" "04" "01"
#> CTTACAACTCCCGT-1 CTTACTGACGTACA-1 CTTAGACTAAACGA-1 CTTAGGGACTTGCC-1 CTTAGGGAGAATCC-1
#> "0211" "01" "01" "01" "01"
#> CTTATCGACTCATT-1 CTTCACCTACCTGA-1 CTTCATGAAGCATC-1 CTTCATGAAGTACC-1 CTTCATGACCGAAT-1
#> "01" "0221" "04" "01" "01"
#> CTTGAACTACGCAT-1 CTTGATTGAGGTTC-1 CTTGATTGATCTTC-1 CTTGATTGCATTCT-1 CTTGATTGTTTCGT-1
#> "01" "031" "0212" "01" "01"
#> CTTGTATGACACCA-1 CTTGTATGCGCAAT-1 CTTTACGAGCGAAG-1 CTTTAGACCGTGAT-1 CTTTAGACGAGACG-1
#> "04" "04" "01" "01" "01"
#> CTTTAGACGATACC-1 CTTTAGACGTTGGT-1 CTTTAGACTCATTC-1 CTTTAGTGACGGGA-1 CTTTAGTGGGTGGA-1
#> "01" "01" "01" "032" "01"
#> CTTTCAGAGAAACA-1 CTTTGATGAGCACT-1 CTTTGATGTCTAGG-1 CTTTGATGTGTCCC-1 CTTTGATGTGTGGT-1
#> "01" "01" "01" "01" "01"
#> GAAACAGAACTACG-1 GAAACAGAATCACG-1 GAAACAGACATTCT-1 GAAACCTGATCGTG-1 GAAACCTGATGCCA-1
#> "01" "01" "01" "01" "01"
#> GAAACCTGCTTATC-1 GAAACCTGGACTAC-1 GAAACCTGTGCTAG-1 GAAAGATGATTTCC-1 GAAAGATGCTGATG-1
#> "01" "0221" "01" "01" "0221"
#> GAAAGATGCTTCGC-1 GAAAGATGTAAGGA-1 GAAAGCCTACGTTG-1 GAAAGTGAAAGTGA-1 GAAAGTGACCACAA-1
#> "0212" "01" "04" "0222" "0212"
#> GAAAGTGACTCAAG-1 GAAATACTACCAAC-1 GAAATACTCTTAGG-1 GAAATACTTCCTCG-1 GAACACACGTGCAT-1
#> "01" "0211" "04" "031" "0222"
#> GAACACACTGCCTC-1 GAACAGCTAACTGC-1 GAACAGCTCTCAGA-1 GAACCAACCACAAC-1 GAACCAACTTCCGC-1
#> "01" "0221" "0221" "01" "032"
#> GAACCTGAACGTGT-1 GAACCTGAGAGACG-1 GAACCTGATGAACC-1 GAACGGGATACTTC-1 GAACTGTGACCTGA-1
#> "01" "01" "01" "01" "0221"
#> GAACTGTGCCAGTA-1 GAAGAATGCAATCG-1 GAAGCGGACCTATT-1 GAAGCTACGAATGA-1 GAAGCTACGGTTTG-1
#> "0212" "01" "0222" "0222" "031"
#> GAAGGGTGAAAGTG-1 GAAGGGTGCTTAGG-1 GAAGGTCTGAAAGT-1 GAAGGTCTGTTGCA-1 GAAGGTCTTAAAGG-1
#> "01" "0212" "031" "01" "0222"
#> GAAGTAGACTCCCA-1 GAAGTAGATCCAAG-1 GAAGTCACCCTCGT-1 GAAGTCACCCTGTC-1 GAAGTCTGTCGCAA-1
#> "031" "0221" "0211" "04" "04"
#> GAAGTCTGTTCTGT-1 GAAGTGCTAAACGA-1 GAAGTGCTCCGCTT-1 GAAGTGCTTAACCG-1 GAATGCACCCTAAG-1
#> "01" "032" "0222" "01" "01"
#> GAATGCACCTTCGC-1 GAATGCTGCGGTAT-1 GAATTAACGATAAG-1 GAATTAACGGTCAT-1 GAATTAACGTCGTA-1
#> "032" "01" "01" "01" "032"
#> GAATTAACTGAAGA-1 GACAACACAGGCGA-1 GACAACACATCGTG-1 GACAACACTCGCCT-1 GACAACTGAGGTTC-1
#> "04" "01" "01" "01" "01"
#> GACAGGGAAGAGTA-1 GACAGGGAATGCCA-1 GACAGTACGAGCTT-1 GACAGTACTTCGGA-1 GACAGTTGAGTAGA-1
#> "04" "01" "0221" "0221" "04"
#> GACATTCTCCACCT-1 GACCAAACGACTAC-1 GACCAAACGTATCG-1 GACCCTACTAAAGG-1 GACCTAGACCTCAC-1
#> "0222" "0211" "0212" "04" "01"
#> GACCTAGACGAGAG-1 GACCTCACAAGGTA-1 GACCTCACGTACGT-1 GACCTCTGCATCAG-1 GACGAACTCCCACT-1
#> "01" "01" "0222" "01" "01"
#> GACGATTGCCAATG-1 GACGCCGACCTTCG-1 GACGCTCTCTCTCG-1 GACGGCACACGGGA-1 GACGGCACGAGATA-1
#> "04" "01" "032" "032" "0222"
#> GACGTAACCTATGG-1 GACGTAACCTGTGA-1 GACGTAACTATGGC-1 GACGTATGTTGACG-1 GACGTATGTTTGCT-1
#> "01" "01" "01" "01" "01"
#> GACGTCCTACGGAG-1 GACGTCCTCTCAAG-1 GACGTCCTGATAAG-1 GACTACGATGGTCA-1 GACTCCTGCTCGCT-1
#> "01" "0212" "04" "04" "01"
#> GACTCCTGGGTTAC-1 GACTCCTGTTATCC-1 GACTCCTGTTGGTG-1 GACTGAACCAATCG-1 GACTGATGTGATGC-1
#> "01" "01" "0212" "0212" "01"
#> GACTTTACATGCCA-1 GACTTTACGACAGG-1 GAGAAATGTTCTCA-1 GAGATAGAAAAAGC-1 GAGATCACGACAAA-1
#> "01" "04" "04" "0222" "0221"
#> GAGATGCTCTGGAT-1 GAGATGCTGAATGA-1 GAGCAGGATTCCCG-1 GAGCATACTTTGCT-1 GAGCGCACGCGTAT-1
#> "031" "01" "031" "0221" "0211"
#> GAGCGCACGGTGAG-1 GAGCGCTGAAGATG-1 GAGCGCTGTCTTAC-1 GAGCGGCTGGGAGT-1 GAGGACGACTCAGA-1
#> "01" "032" "0211" "04" "01"
#> GAGGATCTGAAAGT-1 GAGGCAGACTTGCC-1 GAGGGAACACCAGT-1 GAGGGAACGAGGGT-1 GAGGGATGGGAAAT-1
#> "04" "031" "01" "01" "01"
#> GAGGGCCTTCACCC-1 GAGGGTGAAGAGTA-1 GAGGTACTACGGTT-1 GAGGTACTACTCAG-1 GAGGTACTGACACT-1
#> "01" "01" "01" "0212" "032"
#> GAGGTACTGGGAGT-1 GAGGTACTTAGCGT-1 GAGGTGGAGTACGT-1 GAGGTGGATCCTCG-1 GAGGTTACTCGTTT-1
#> "01" "0222" "01" "032" "0222"
#> GAGGTTTGTAAGCC-1 GAGTCAACCATTCT-1 GAGTCAACGGGAGT-1 GAGTCTGATCGTGA-1 GAGTCTGATTTGGG-1
#> "0211" "01" "01" "01" "04"
#> GAGTGACTCAGCTA-1 GAGTGACTCGGTAT-1 GAGTGACTCTTGCC-1 GAGTGACTGACTAC-1 GAGTGACTGTCTAG-1
#> "031" "031" "04" "04" "01"
#> GAGTGGGAGTCTTT-1 GAGTGGGATGCCCT-1 GAGTGGGATGCTGA-1 GAGTGTTGCTGTAG-1 GAGTGTTGTGGTCA-1
#> "04" "01" "04" "01" "01"
#> GAGTTGTGCATGGT-1 GAGTTGTGCTGAGT-1 GAGTTGTGGCGAGA-1 GAGTTGTGGTAGCT-1 GAGTTGTGTATGCG-1
#> "0211" "031" "0211" "032" "0221"
#> GATAAGGAGAAACA-1 GATAAGGATTCACT-1 GATACTCTATCGGT-1 GATACTCTTACTTC-1 GATACTCTTGACTG-1
#> "0211" "0212" "01" "01" "0212"
#> GATAGAGAAGGGTG-1 GATAGAGACTGTGA-1 GATAGAGATCACGA-1 GATAGCACCCATAG-1 GATAGCACGAAGGC-1
#> "031" "01" "0212" "01" "0222"
#> GATAGCACTTGTCT-1 GATATAACAAGGTA-1 GATATAACACGCAT-1 GATATATGCTGGAT-1 GATATATGTCCGTC-1
#> "01" "01" "01" "01" "031"
#> GATATATGTGGAGG-1 GATATCCTAGAAGT-1 GATATCCTCCCGTT-1 GATATTGACAGGAG-1 GATATTGACGAGTT-1
#> "0212" "01" "0211" "031" "0221"
#> GATATTGAGCCAAT-1 GATCCCTGACCTTT-1 GATCCCTGTGTAGC-1 GATCCGCTGGTCAT-1 GATCGAACCGAGAG-1
#> "01" "032" "031" "0212" "01"
#> GATCGATGACTAGC-1 GATCGATGGTAAAG-1 GATCGATGTAAGGA-1 GATCGTGACACTAG-1 GATCGTGATTCACT-1
#> "04" "04" "0212" "01" "01"
#> GATCTACTGGTGAG-1 GATCTACTTTGCAG-1 GATCTTACACCCAA-1 GATCTTACCCTACC-1 GATCTTACGAATAG-1
#> "01" "04" "0221" "01" "0211"
#> GATCTTACGAGATA-1 GATGCAACTCCAGA-1 GATGCCCTACGTAC-1 GATGCCCTCTCATT-1 GATGCCCTGGCAAG-1
#> "0212" "01" "01" "01" "0212"
#> GATGCCCTTTTGCT-1 GATTACCTTGTTCT-1 GATTCGGAACGACT-1 GATTCGGACAGGAG-1 GATTCGGAGAAGGC-1
#> "01" "01" "01" "0222" "0221"
#> GATTCTTGATTCGG-1 GATTCTTGCCGATA-1 GATTCTTGCGAGTT-1 GATTGGACCCGTTC-1 GATTGGACGGTGTT-1
#> "0222" "01" "04" "04" "04"
#> GATTGGACTTTCGT-1 GATTGGTGTGTCAG-1 GATTTAGACACTCC-1 GATTTAGACTAAGC-1 GATTTAGATTCGTT-1
#> "04" "01" "0221" "04" "0211"
#> GATTTGCTAACGAA-1 GATTTGCTAACGGG-1 GCAACCCTCCTCGT-1 GCAACTGATTGCGA-1 GCAAGACTACTGGT-1
#> "01" "0211" "0211" "01" "01"
#> GCAAGACTAGGTCT-1 GCAAGACTCCCTTG-1 GCAATCGACTGCAA-1 GCAATCGAGACGTT-1 GCAATCGATCCTTA-1
#> "01" "01" "01" "0222" "0212"
#> GCAATTCTCGTGTA-1 GCAATTCTTCTCCG-1 GCACAAACAATGCC-1 GCACAAACGGTACT-1 GCACAATGGTGCAT-1
#> "01" "01" "01" "01" "0212"
#> GCACACCTGTGCTA-1 GCACCACTCATGAC-1 GCACCACTGTTTGG-1 GCACCACTTCCTTA-1 GCACCACTTTCGGA-1
#> "032" "0212" "0211" "032" "0212"
#> GCACCTACGCGATT-1 GCACCTTGGCTGTA-1 GCACCTTGGGGAGT-1 GCACGGACCAGCTA-1 GCACGGTGACCTCC-1
#> "01" "01" "0222" "01" "01"
#> GCACGGTGCTATGG-1 GCACTAGAACGGGA-1 GCACTAGAAGATGA-1 GCACTAGACCTTTA-1 GCACTAGACGTAAC-1
#> "0222" "01" "04" "0221" "04"
#> GCACTAGAGTCGTA-1 GCACTAGATGCAAC-1 GCACTGCTGAGGCA-1 GCAGATACAGCGTT-1 GCAGATACGACGGA-1
#> "031" "01" "01" "01" "01"
#> GCAGATACGCAGAG-1 GCAGCCGACAGTCA-1 GCAGCGTGCACTCC-1 GCAGCTCTCAATCG-1 GCAGCTCTGTTTCT-1
#> "01" "01" "01" "01" "01"
#> GCAGGGCTAAGAAC-1 GCAGGGCTAAGGGC-1 GCAGGGCTATCGAC-1 GCAGGGCTTGGGAG-1 GCAGTCCTAACTGC-1
#> "01" "01" "032" "031" "01"
#> GCAGTCCTCTCTTA-1 GCATCAGATGCGTA-1 GCATGTGACAAGCT-1 GCATTGGAGAAGGC-1 GCCAAAACGAGGCA-1
#> "01" "01" "01" "01" "031"
#> GCCAAATGATCGAC-1 GCCAACCTACGGTT-1 GCCAACCTCGCCTT-1 GCCACGGAGGCGAA-1 GCCACGGATACTGG-1
#> "01" "01" "01" "0211" "01"
#> GCCACTACGTCTTT-1 GCCCAACTACCGAT-1 GCCCAACTATGGTC-1 GCCCATACAGCGTT-1 GCCGACGAACTCTT-1
#> "01" "01" "031" "031" "0222"
#> GCCGAGTGCGTTGA-1 GCCGGAACGAACTC-1 GCCGGAACGTTCTT-1 GCCGGAACTGCACA-1 GCCGGAACTTACTC-1
#> "01" "031" "032" "032" "01"
#> GCCGTACTACCTGA-1 GCCGTACTGGCAAG-1 GCCTACACAGTTCG-1 GCCTACACCACTGA-1 GCCTACACCTTGAG-1
#> "01" "0211" "032" "0221" "01"
#> GCCTAGCTACGGAG-1 GCCTAGCTCTATTC-1 GCCTAGCTTCTCAT-1 GCCTAGCTTCTCTA-1 GCCTCAACCATGGT-1
#> "04" "01" "01" "0221" "01"
#> GCCTCAACTCTTTG-1 GCCTCATGTCTTAC-1 GCCTGACTCTCAAG-1 GCGAAGGAACTCTT-1 GCGAAGGATGCCAA-1
#> "031" "01" "0212" "01" "01"
#> GCGAGAGAGGGACA-1 GCGAGCACTGTCGA-1 GCGAGCACTTGACG-1 GCGAGCACTTGCTT-1 GCGATATGGTACGT-1
#> "01" "04" "01" "0212" "01"
#> GCGATATGGTGTTG-1 GCGCACGAAGTCGT-1 GCGCACGACTTTAC-1 GCGCATCTAGGTCT-1 GCGCATCTGGTTAC-1
#> "01" "01" "0212" "01" "01"
#> GCGCATCTTCGATG-1 GCGCATCTTGCTCC-1 GCGCATCTTTCTAC-1 GCGCGAACGTTCTT-1 GCGCGATGAACGGG-1
#> "01" "032" "01" "04" "01"
#> GCGCGATGGTGCAT-1 GCGGAGCTCCTGAA-1 GCGGCAACCCGATA-1 GCGGCAACGGAGGT-1 GCGGCAACTGTCGA-1
#> "032" "01" "01" "04" "0211"
#> GCGTAAACACGGTT-1 GCGTAATGCACCAA-1 GCGTATGAACACCA-1 GCGTATGATGAGAA-1 GCTACAGAAAGGTA-1
#> "0222" "0221" "01" "0222" "01"
#> GCTACAGAATCTTC-1 GCTACCTGAGAAGT-1 GCTACCTGATCACG-1 GCTACGCTAGAATG-1 GCTACGCTAGCTAC-1
#> "04" "0212" "01" "01" "01"
#> GCTACGCTCCCTAC-1 GCTAGAACAGAGGC-1 GCTAGAACGGATCT-1 GCTAGAACTCCCGT-1 GCTAGATGAGCTCA-1
#> "01" "04" "01" "01" "0212"
#> GCTAGATGGCGATT-1 GCTATACTAAGGCG-1 GCTATACTAGCGTT-1 GCTATACTCTCTTA-1 GCTATACTGGACGA-1
#> "031" "01" "031" "01" "01"
#> GCTCAAGAACCATG-1 GCTCAAGAAGTCAC-1 GCTCAGCTGTCTAG-1 GCTCCATGAGAAGT-1 GCTCCATGCCGAAT-1
#> "0222" "0222" "01" "031" "01"
#> GCTCGACTCTAGTG-1 GCTGATGAGGTATC-1 GCTTAACTACAGTC-1 GCTTAACTACTGGT-1 GCTTAACTGCTGAT-1
#> "0211" "0212" "0211" "031" "01"
#> GCTTAACTTAGACC-1 GCTTAACTTCAGTG-1 GGAACACTCACTTT-1 GGAACACTTCAGAC-1 GGAACTACTACTTC-1
#> "0211" "01" "0211" "032" "01"
#> GGAACTTGAAGGTA-1 GGAACTTGAGAATG-1 GGAACTTGCTCCAC-1 GGAACTTGGGTAGG-1 GGAAGGACATCGGT-1
#> "0222" "01" "0212" "04" "0212"
#> GGAAGGACCACTAG-1 GGAAGGACGAGGGT-1 GGAAGGACGCGAAG-1 GGAAGGTGGCGAGA-1 GGAATCTGAAGGGC-1
#> "01" "01" "01" "032" "01"
#> GGAATCTGAGGAGC-1 GGAATCTGCTTAGG-1 GGAATCTGCTTGTT-1 GGAATCTGGGAGGT-1 GGAATGCTTTCTAC-1
#> "01" "04" "0212" "01" "01"
#> GGACAGGAAAGGGC-1 GGACAGGAGTGCTA-1 GGACAGGATCTCGC-1 GGACCCGAAGCTAC-1 GGACCGTGCTTACT-1
#> "01" "04" "01" "0222" "0212"
#> GGACCGTGGGAACG-1 GGACCGTGTAACGC-1 GGACCTCTGTAAGA-1 GGACCTCTTTTCTG-1 GGACGAGAGTGTCA-1
#> "0222" "01" "0211" "031" "0211"
#> GGACGCTGACGCAT-1 GGACGCTGCTAGCA-1 GGACGCTGTCCTCG-1 GGAGAGACGTGAGG-1 GGAGCAGATTCAGG-1
#> "01" "01" "032" "01" "04"
#> GGAGCCACCTTCTA-1 GGAGCGCTACGCAT-1 GGAGCGCTCCGAAT-1 GGAGGATGCCACCT-1 GGAGGATGGTTGAC-1
#> "04" "0222" "01" "01" "0211"
#> GGAGGATGTCAGTG-1 GGAGGCCTCGTTGA-1 GGAGGCCTTTCTTG-1 GGAGGTGATACGCA-1 GGAGGTGATCGCTC-1
#> "0211" "032" "01" "01" "01"
#> GGATACTGCAGCTA-1 GGATACTGTCTAGG-1 GGATAGCTCGTCTC-1 GGATAGCTCTGAAC-1 GGATGTACCAAAGA-1
#> "01" "01" "01" "01" "04"
#> GGATGTACGCGAAG-1 GGATGTACGTCTTT-1 GGATGTACGTGTCA-1 GGATTTCTAGGTTC-1 GGATTTCTTTGTCT-1
#> "01" "0211" "031" "01" "0222"
#> GGCAAGGAAAAAGC-1 GGCAAGGAAGAAGT-1 GGCAAGGACTTGGA-1 GGCAAGGAGGACTT-1 GGCAATACGCTAAC-1
#> "032" "01" "0212" "01" "04"
#> GGCAATACGGCATT-1 GGCAATACGTTTCT-1 GGCACGTGGCTTAG-1 GGCACTCTTTTGTC-1 GGCATATGCTTATC-1
#> "01" "04" "0221" "01" "032"
#> GGCATATGGGGAGT-1 GGCATATGTGTGAC-1 GGCCACGACAGAGG-1 GGCCAGACTGGTTG-1 GGCCCAGAAAGTAG-1
#> "032" "01" "01" "01" "0212"
#> GGCCGAACAACGAA-1 GGCCGAACGCAGAG-1 GGCCGAACGTAGGG-1 GGCCGAACTCTAGG-1 GGCCGATGCAGGAG-1
#> "01" "01" "01" "032" "01"
#> GGCCGATGCCGAAT-1 GGCCGATGTACTCT-1 GGCGACACTGCCCT-1 GGCGACTGCGTAAC-1 GGCGCATGCCTAAG-1
#> "01" "01" "031" "01" "0221"
#> GGCGCATGCTCCAC-1 GGCGCATGTGGAAA-1 GGCGGACTAGAGGC-1 GGCGGACTAGGAGC-1 GGCGGACTCTGACA-1
#> "01" "01" "01" "031" "01"
#> GGCGGACTCTTGGA-1 GGCGGACTTACTGG-1 GGCGGACTTGAACC-1 GGCTAAACACCTGA-1 GGCTAAACTCTTAC-1
#> "031" "01" "01" "031" "01"
#> GGCTAATGAGCACT-1 GGCTAATGGTCTAG-1 GGCTCACTACTCAG-1 GGGAACGAAGCTCA-1 GGGAACGACACAAC-1
#> "031" "01" "0212" "0221" "04"
#> GGGAACGAGTGTCA-1 GGGAAGTGTTGAGC-1 GGGACCACACGTTG-1 GGGACCACAGAACA-1 GGGACCACGAATAG-1
#> "0211" "0211" "031" "01" "01"
#> GGGACCACGTCATG-1 GGGACCACTCAAGC-1 GGGACCACTCGTGA-1 GGGACCACTGCATG-1 GGGACCTGACCCTC-1
#> "01" "01" "01" "01" "0212"
#> GGGACCTGCTTGCC-1 GGGACCTGTGGAGG-1 GGGATGGACGACAT-1 GGGATGGATACTTC-1 GGGATGGATGGTTG-1
#> "01" "04" "04" "01" "0212"
#> GGGATTACGTCTAG-1 GGGCAAGATGCATG-1 GGGCACACGGTGAG-1 GGGCACACGTTGCA-1 GGGCAGCTTGGGAG-1
#> "01" "0211" "0221" "01" "01"
#> GGGCAGCTTTTCTG-1 GGGCCAACCTTGGA-1 GGGCCAACGCGTTA-1 GGGCCAACTACGCA-1 GGGCCAACTCCAAG-1
#> "01" "0222" "04" "0211" "04"
#> GGGCCATGATGGTC-1 GGGCCATGTTGACG-1 GGGTAACTCAGCTA-1 GGGTAACTCTAGTG-1 GGGTAACTCTGGAT-1
#> "01" "01" "01" "04" "01"
#> GGGTTAACGTGCAT-1 GGTAAAGAGCTAAC-1 GGTACAACTGCAAC-1 GGTACATGAAAGCA-1 GGTACATGAGCTCA-1
#> "032" "031" "01" "04" "01"
#> GGTACATGCGGTAT-1 GGTACATGGTTACG-1 GGTACATGTGGGAG-1 GGTACTGAACTCTT-1 GGTAGTACACCACA-1
#> "01" "01" "01" "0212" "01"
#> GGTAGTACACTAGC-1 GGTAGTACCCTGTC-1 GGTAGTACGCCATA-1 GGTAGTACTGTCTT-1 GGTATCGAGACAAA-1
#> "0211" "01" "0211" "01" "0211"
#> GGTATCGATGAACC-1 GGTCAAACCAAAGA-1 GGTCTAGAGAAACA-1 GGTCTAGATAGCGT-1 GGTGATACCGACTA-1
#> "04" "01" "0212" "0222" "04"
#> GGTGATACGACTAC-1 GGTGATACTGTTTC-1 GGTGGAGAAACGGG-1 GGTGGAGAAGTAGA-1 GGTGGAGACAGATC-1
#> "0212" "01" "031" "01" "032"
#> GGTGGAGATCGATG-1 GGTGGAGATCTCTA-1 GGTGGAGATTACTC-1 GGTTTACTACGCAT-1 GTAACGTGACCTCC-1
#> "01" "0211" "031" "031" "0222"
#> GTAACGTGATCGGT-1 GTAACGTGCAGCTA-1 GTAACGTGGTTGAC-1 GTAAGCACAACGGG-1 GTAAGCACTCATTC-1
#> "04" "04" "04" "01" "04"
#> GTAAGCTGGTACCA-1 GTAATAACCTTCTA-1 GTAATAACGTTGTG-1 GTACCCTGACAGTC-1 GTACCCTGGAGCTT-1
#> "0212" "0212" "01" "0221" "01"
#> GTACCCTGTCCTTA-1 GTACCCTGTGAACC-1 GTACGTGAACGTTG-1 GTACTTTGTCGACA-1 GTAGACTGAGATGA-1
#> "031" "01" "031" "01" "0211"
#> GTAGACTGTATTCC-1 GTAGCAACAGTCGT-1 GTAGCAACCATTTC-1 GTAGCAACGGTAGG-1 GTAGCATGCACTCC-1
#> "01" "0212" "04" "0211" "04"
#> GTAGCATGTAAGCC-1 GTAGCCCTGACGTT-1 GTAGCTGAAGCTAC-1 GTAGCTGAATTCGG-1 GTAGGTACACGGGA-1
#> "0211" "01" "0221" "01" "0212"
#> GTAGTGACCTCATT-1 GTAGTGTGAGCGGA-1 GTAGTGTGAGGCGA-1 GTAGTGTGTGGTTG-1 GTATCACTGGTAGG-1
#> "01" "032" "0211" "01" "0212"
#> GTATCTACAGAAGT-1 GTATCTACGACGAG-1 GTATCTACGTTACG-1 GTATTAGAAACAGA-1 GTATTAGAGGTCTA-1
#> "031" "031" "01" "031" "01"
#> GTATTCACACAGCT-1 GTATTCACGGGTGA-1 GTCAACGACACTGA-1 GTCAACGAGTGTAC-1 GTCAATCTACACCA-1
#> "01" "031" "01" "0212" "01"
#> GTCAATCTGTAGCT-1 GTCAATCTTGTGGT-1 GTCACCTGCCTCCA-1 GTCACCTGTCCCGT-1 GTCATACTAATCGC-1
#> "031" "01" "01" "01" "04"
#> GTCATACTGCGATT-1 GTCATACTTCGCCT-1 GTCATACTTTACCT-1 GTCATACTTTGACG-1 GTCCAAGAAAAACG-1
#> "032" "032" "031" "01" "01"
#> GTCCACTGACCTCC-1 GTCCACTGGGTACT-1 GTCCAGCTACGGGA-1 GTCCCATGTGGTGT-1 GTCGAATGAAGGCG-1
#> "01" "0221" "01" "0222" "0222"
#> GTCGACCTGAATGA-1 GTCGACCTGTTCAG-1 GTCGCACTTGAGAA-1 GTCTAACTGGTCTA-1 GTCTAGGAGCTTCC-1
#> "032" "01" "04" "0221" "0212"
#> GTGAACACACTCTT-1 GTGAACACTCAGGT-1 GTGACCCTTAAGCC-1 GTGATGACAAGTGA-1 GTGATGACCTGAGT-1
#> "01" "01" "01" "01" "04"
#> GTGATGACGGTTTG-1 GTGATTCTCATTTC-1 GTGATTCTCTCTCG-1 GTGATTCTGGTTCA-1 GTGATTCTGTCGAT-1
#> "01" "01" "0212" "032" "01"
#> GTGATTCTTAGCGT-1 GTGCCACTCAGGAG-1 GTGGATTGCACTAG-1 GTGGATTGCGGAGA-1 GTGGATTGTAACGC-1
#> "04" "01" "0221" "01" "01"
#> GTGTACGATCAGTG-1 GTGTAGTGGGTACT-1 GTGTATCTAGCCTA-1 GTGTATCTAGTAGA-1 GTGTATCTGTTACG-1
#> "01" "01" "04" "031" "04"
#> GTGTCAGAAGCGTT-1 GTTAAAACCGAGAG-1 GTTAAATGCTCGAA-1 GTTAAATGTCGACA-1 GTTAACCTAGCTAC-1
#> "031" "032" "01" "04" "01"
#> GTTAACCTTGCTTT-1 GTTAGGTGCACTCC-1 GTTAGGTGCCAGTA-1 GTTAGGTGCCCAAA-1 GTTAGGTGGAACTC-1
#> "0222" "01" "0222" "0221" "04"
#> GTTAGTCTAAGAAC-1 GTTATAGAGGACAG-1 GTTATGCTTTCATC-1 GTTCAACTGGGACA-1 GTTCAACTTATGCG-1
#> "01" "01" "01" "032" "01"
#> GTTGACGAGCCCTT-1 GTTGACGATATCGG-1 GTTGAGTGGTCTTT-1 GTTGAGTGTGCTTT-1 GTTGATCTGGGACA-1
#> "031" "032" "0222" "01" "01"
#> GTTGATCTTTTCAC-1 GTTGGATGTTTACC-1 GTTGTACTATTCCT-1 GTTGTACTTTTGGG-1 GTTTAAGACCATGA-1
#> "031" "0221" "0222" "01" "0212"
#> GTTTAAGACTGTCC-1 TAAACAACCAACCA-1 TAAACAACGAATCC-1 TAAAGACTCAGGAG-1 TAAATCGATGAGGG-1
#> "031" "01" "04" "01" "01"
#> TAACAATGTGCCCT-1 TAACACCTTCGCTC-1 TAACACCTTCGTAG-1 TAACACCTTGTTTC-1 TAACATGACACTAG-1
#> "04" "0212" "0222" "032" "04"
#> TAACCGGACTTACT-1 TAACGTCTCAACCA-1 TAACGTCTCATTGG-1 TAACTAGAATTTCC-1 TAACTAGACTTAGG-1
#> "01" "0211" "01" "01" "01"
#> TAACTAGATCTGGA-1 TAACTCACGAGGAC-1 TAACTCACGTACAC-1 TAACTCACGTATCG-1 TAACTCACTCTACT-1
#> "01" "0211" "04" "0212" "032"
#> TAAGAACTGTGTCA-1 TAAGAGGACTAAGC-1 TAAGAGGACTTGTT-1 TAAGATACGGTTCA-1 TAAGATTGCGTAGT-1
#> "0212" "04" "032" "0211" "01"
#> TAAGATTGTTGCTT-1 TAAGCGTGAGGTTC-1 TAAGCGTGGACAAA-1 TAAGCGTGGGAAAT-1 TAAGCGTGTGCTCC-1
#> "01" "0212" "0222" "01" "0221"
#> TAAGGCTGCCATGA-1 TAAGGCTGCTGCTC-1 TAAGGCTGTCTCGC-1 TAAGGGCTGCTGTA-1 TAAGGGCTTTACTC-1
#> "01" "01" "0222" "031" "01"
#> TAAGTAACCGAGAG-1 TAAGTAACCTCCAC-1 TAAGTAACCTGTAG-1 TAAGTAACTTGTCT-1 TAATGATGAGCGGA-1
#> "04" "04" "01" "01" "01"
#> TAATGCCTCATGAC-1 TAATGCCTCGTCTC-1 TAATGTGAAGATGA-1 TAATGTGACTGCAA-1 TAATGTGATTACTC-1
#> "01" "032" "01" "0222" "01"
#> TACAAATGGGTACT-1 TACAATGAAAACAG-1 TACAATGACTTAGG-1 TACAATGATGCTAG-1 TACACACTCACACA-1
#> "01" "0212" "01" "01" "01"
#> TACACACTCTTACT-1 TACATAGAACGCAT-1 TACATCACACGGGA-1 TACATCACCTGTTT-1 TACATCACGCTAAC-1
#> "01" "01" "01" "0221" "04"
#> TACATCACTGAACC-1 TACCATTGAGGTTC-1 TACCATTGCGGGAA-1 TACCATTGGGGATG-1 TACCATTGTGAGGG-1
#> "0221" "01" "0211" "0211" "0212"
#> TACCGGCTGTTGGT-1 TACGAGTGATCTCT-1 TACGAGTGATGCTG-1 TACGAGTGCGGAGA-1 TACGAGTGGTTGGT-1
#> "01" "01" "0222" "01" "01"
#> TACGATCTAGTGTC-1 TACGATCTCACTGA-1 TACGATCTTACGAC-1 TACGCAGAGAATCC-1 TACGCCACATTCCT-1
#> "01" "0222" "031" "031" "01"
#> TACGCCACTCCCAC-1 TACGCCACTCCGAA-1 TACGGAACGCGTTA-1 TACGGCCTGGGACA-1 TACGTACTACGGAG-1
#> "0221" "04" "04" "032" "01"
#> TACGTACTCAGTTG-1 TACGTACTCCCGTT-1 TACGTTACAGAAGT-1 TACGTTACCAAGCT-1 TACTAAGAAAGGTA-1
#> "01" "04" "01" "0211" "04"
#> TACTAAGAATCACG-1 TACTAAGATGATGC-1 TACTAAGATTGCGA-1 TACTACACGAGAGC-1 TACTACACTTACCT-1
#> "01" "0212" "01" "01" "04"
#> TACTACTGAACCTG-1 TACTACTGATGTCG-1 TACTACTGATTCTC-1 TACTACTGTATGGC-1 TACTCAACGGTCTA-1
#> "0212" "032" "01" "01" "0212"
#> TACTCAACTGCTAG-1 TACTCCCTCAGTTG-1 TACTCTGAATCGAC-1 TACTCTGACGAGTT-1 TACTCTGATTGACG-1
#> "04" "01" "032" "01" "04"
#> TACTGGGATCGATG-1 TACTGTTGAAAGCA-1 TACTGTTGAGGCGA-1 TACTGTTGCTGAAC-1 TACTTGACTCCTCG-1
#> "01" "01" "032" "04" "031"
#> TACTTGACTGGTGT-1 TACTTTCTTTTGGG-1 TAGAAACTAATCGC-1 TAGAAACTGCTTCC-1 TAGAAACTGGGATG-1
#> "04" "01" "01" "0212" "032"
#> TAGAATTGCGACAT-1 TAGAATTGTATCGG-1 TAGACGTGCTTGAG-1 TAGACGTGTCGCTC-1 TAGAGCACCTTACT-1
#> "01" "01" "01" "01" "04"
#> TAGATTGACTTGTT-1 TAGATTGAGGCATT-1 TAGCATCTCAGCTA-1 TAGCATCTCCCTCA-1 TAGCATCTGCTGTA-1
#> "04" "01" "032" "01" "0221"
#> TAGCATCTGGGACA-1 TAGCATCTTGTCGA-1 TAGCCCACAAAAGC-1 TAGCCCACAGCCAT-1 TAGCCCACAGCTAC-1
#> "01" "01" "01" "031" "032"
#> TAGCCCACCCACAA-1 TAGCCCTGCGGAGA-1 TAGCCGCTTACGAC-1 TAGCCGCTTACTTC-1 TAGCCGCTTTCCAT-1
#> "01" "01" "01" "031" "0222"
#> TAGCTACTGAATAG-1 TAGCTACTGTAGCT-1 TAGCTACTTTTGCT-1 TAGGACTGTGCTGA-1 TAGGAGCTAAGGCG-1
#> "04" "01" "01" "01" "04"
#> TAGGAGCTGAGGGT-1 TAGGAGCTTGCATG-1 TAGGCAACCGTCTC-1 TAGGCATGCTCTCG-1 TAGGCATGGCGAGA-1
#> "01" "04" "04" "032" "031"
#> TAGGCTGATGCCTC-1 TAGGGACTGAACTC-1 TAGGTCGACACTGA-1 TAGGTCGAGGATCT-1 TAGGTGACACACTG-1
#> "0212" "032" "01" "04" "01"
#> TAGGTGACACGTTG-1 TAGGTGTGTTCTGT-1 TAGGTTCTGAAGGC-1 TAGGTTCTTCTTAC-1 TAGGTTCTTGCTGA-1
#> "04" "031" "01" "0221" "0212"
#> TAGTAAACCTCGCT-1 TAGTAAACGTCACA-1 TAGTAATGAGATCC-1 TAGTACCTAAGAAC-1 TAGTATGATCTTAC-1
#> "01" "01" "01" "0212" "04"
#> TAGTATGATTCTCA-1 TAGTCTTGGCTGTA-1 TAGTCTTGGGACTT-1 TAGTCTTGTGGAAA-1 TAGTGGTGAAGTGA-1
#> "01" "01" "01" "031" "032"
#> TAGTTAGAACCACA-1 TAGTTAGATGAACC-1 TATAAGACAACAGA-1 TATAAGACAGCTCA-1 TATAAGTGACACCA-1
#> "032" "01" "01" "0221" "0221"
#> TATAAGTGTATCGG-1 TATAAGTGTGGTGT-1 TATACAGAACCCTC-1 TATACAGAAGAACA-1 TATACAGATCCAGA-1
#> "0211" "0221" "01" "01" "01"
#> TATACCACCTGATG-1 TATACGCTACCAAC-1 TATAGATGGACGGA-1 TATAGATGTTCCGC-1 TATCCAACCAGCTA-1
#> "04" "01" "01" "0221" "0211"
#> TATCCAACTCTCTA-1 TATCGACTACTAGC-1 TATCGACTCGATAC-1 TATCGTACAGATGA-1 TATCGTACATTCCT-1
#> "031" "01" "0221" "01" "0212"
#> TATCTCGAGAGATA-1 TATCTGACAGGTTC-1 TATCTGACTGTTTC-1 TATCTTCTAAACAG-1 TATGAATGGAGGAC-1
#> "01" "031" "01" "01" "032"
#> TATGAATGTTTGCT-1 TATGCGGATAACCG-1 TATGGGTGCATCAG-1 TATGGGTGCTAGCA-1 TATGGTCTCTACCC-1
#> "0221" "01" "032" "04" "01"
#> TATGTCACGGAACG-1 TATGTCACTAACCG-1 TATGTCACTTCTCA-1 TATGTGCTCCGATA-1 TATGTGCTGGATTC-1
#> "04" "0222" "04" "0212" "01"
#> TATTGCTGAAGAAC-1 TATTGCTGCCGTTC-1 TATTGCTGTCTGGA-1 TATTGCTGTGCACA-1 TATTTCCTATTGGC-1
#> "0211" "04" "01" "01" "0211"
#> TATTTCCTGGAGGT-1 TATTTCCTGGTGTT-1 TCAACACTGTTTGG-1 TCAAGGACAGCGTT-1 TCAAGGACATTCTC-1
#> "032" "01" "032" "01" "031"
#> TCAAGGACGGTGTT-1 TCAATCACACTCTT-1 TCAATCACAGTCGT-1 TCACAACTATGTGC-1 TCACAACTTTGCTT-1
#> "0212" "031" "0221" "01" "0211"
#> TCACATACACTTTC-1 TCACATACAGGGTG-1 TCACCCGAGACGGA-1 TCACCGTGCTCGCT-1 TCACCTCTACGACT-1
#> "01" "01" "0222" "0221" "031"
#> TCACCTCTTCCAAG-1 TCACGAGAGGAGGT-1 TCACTATGGGGCAA-1 TCACTATGGTTGTG-1 TCAGACGACGCTAA-1
#> "0221" "04" "031" "04" "01"
#> TCAGACGACGTTAG-1 TCAGAGACTCCAGA-1 TCAGCAGACTCCAC-1 TCAGCGCTCTAGTG-1 TCAGCGCTGGATCT-1
#> "032" "01" "01" "01" "04"
#> TCAGCGCTGGTATC-1 TCAGGATGAAGTAG-1 TCAGGATGCCTTTA-1 TCAGTGGAAGATCC-1 TCAGTTACCTACGA-1
#> "01" "01" "0221" "031" "0212"
#> TCAGTTACTAGAAG-1 TCATCAACCCGATA-1 TCATCAACTGTTCT-1 TCATCATGCAGTTG-1 TCATCCCTTACTGG-1
#> "01" "01" "0222" "01" "01"
#> TCATTCGATACAGC-1 TCCACGTGGAAACA-1 TCCACTCTACACTG-1 TCCACTCTGAGCTT-1 TCCACTCTTACTTC-1
#> "0221" "01" "01" "0212" "04"
#> TCCATAACAAAGTG-1 TCCATAACCGTAGT-1 TCCATAACGATGAA-1 TCCATAACTACGCA-1 TCCATCCTCCCTAC-1
#> "01" "04" "01" "01" "031"
#> TCCCACGATCATTC-1 TCCCATCTCAAAGA-1 TCCCGAACACAGTC-1 TCCCGAACTTCGCC-1 TCCCGATGAGATCC-1
#> "01" "0212" "032" "0221" "01"
#> TCCCGATGCCTGAA-1 TCCCTACTCAACTG-1 TCCGAAGACAATCG-1 TCCGAAGACGTTAG-1 TCCGGACTGAGGTG-1
#> "0211" "04" "0211" "01" "01"
#> TCCGGACTGTACGT-1 TCCTAAACATCGAC-1 TCCTAAACCGAGAG-1 TCCTAAACCGCATA-1 TCCTAATGGTTTGG-1
#> "01" "01" "01" "032" "031"
#> TCCTACCTGTCGTA-1 TCCTATGAAAAGCA-1 TCGAATCTCTGGTA-1 TCGACCTGCCGATA-1 TCGACGCTTCTATC-1
#> "01" "031" "031" "0221" "0212"
#> TCGACGCTTTGACG-1 TCGAGAACGACAGG-1 TCGAGAACGTTAGC-1 TCGAGCCTATCAGC-1 TCGAGCCTGCGAGA-1
#> "01" "01" "031" "04" "01"
#> TCGAGCCTTGTGAC-1 TCGATACTATTCCT-1 TCGATACTTGCACA-1 TCGATTTGATGCCA-1 TCGATTTGCACTCC-1
#> "01" "01" "01" "0212" "01"
#> TCGATTTGCAGCTA-1 TCGATTTGCCTACC-1 TCGATTTGTCGTGA-1 TCGCAGCTAGATCC-1 TCGCCATGAGACTC-1
#> "032" "0212" "04" "01" "01"
#> TCGCCATGTGGTCA-1 TCGGACCTAACAGA-1 TCGGACCTATAAGG-1 TCGGACCTGTACAC-1 TCGGTAGAGTAGGG-1
#> "04" "01" "04" "01" "01"
#> TCGGTAGATCCCAC-1 TCGTAGGATCGACA-1 TCGTTATGGACAAA-1 TCTAACACCAGTTG-1 TCTAACACGAGCAG-1
#> "04" "01" "01" "032" "0222"
#> TCTAACTGAACCAC-1 TCTAAGCTAATGCC-1 TCTAAGCTTAGTCG-1 TCTAAGCTTCTAGG-1 TCTAAGCTTGTTCT-1
#> "01" "01" "031" "0221" "0212"
#> TCTAAGCTTTCGCC-1 TCTACAACGACTAC-1 TCTAGACTTAGAAG-1 TCTAGTTGCACCAA-1 TCTATGTGAAGAGT-1
#> "04" "0222" "0211" "0222" "0211"
#> TCTATGTGAGTCTG-1 TCTCAAACCTAAGC-1 TCTCTAGAATTTCC-1 TCTGATACACGTGT-1 TCTGATACTCGCCT-1
#> "01" "04" "01" "01" "01"
#> TCTTACGAACCTGA-1 TCTTCAGAGCTACA-1 TCTTGATGCGGAGA-1 TGAAATTGGTGAGG-1 TGAACCGAAAACGA-1
#> "0212" "0222" "01" "0212" "01"
#> TGAACCGACTACTT-1 TGAACCGATTCGGA-1 TGAAGCACTCACGA-1 TGAAGCTGAACGAA-1 TGAAGCTGCATGGT-1
#> "0221" "0221" "01" "01" "04"
#> TGAAGCTGCGTAAC-1 TGAATAACCACTTT-1 TGAATAACTCCCAC-1 TGACACGACCTTAT-1 TGACCAGACAACCA-1
#> "01" "01" "032" "04" "01"
#> TGACCAGAGGATTC-1 TGACCGCTAAAAGC-1 TGACCGCTCTGCAA-1 TGACGATGCAAAGA-1 TGACGCCTGTACCA-1
#> "01" "01" "01" "0212" "01"
#> TGACGCCTTTACTC-1 TGACTGGAAGAGAT-1 TGACTGGACCGTAA-1 TGACTGGACGCAAT-1 TGACTGGAGGACAG-1
#> "031" "0211" "01" "01" "04"
#> TGACTGGATTCTCA-1 TGACTTACACACCA-1 TGACTTACAGTCTG-1 TGACTTTGCGCATA-1 TGACTTTGTTTGTC-1
#> "01" "01" "0222" "01" "01"
#> TGAGACACAAGGTA-1 TGAGACACTCAAGC-1 TGAGCTGAATGCTG-1 TGAGCTGACTGGAT-1 TGAGCTGATGCTAG-1
#> "01" "01" "0221" "0212" "0211"
#> TGAGGACTCTCATT-1 TGAGGACTTCATTC-1 TGAGGTACGAACCT-1 TGAGTCGAGTTACG-1 TGAGTGACTGAGCT-1
#> "0212" "01" "0221" "04" "01"
#> TGATAAACGAATCC-1 TGATAAACTCCGTC-1 TGATAAACTTTCAC-1 TGATACCTCACTAG-1 TGATACCTGTTGGT-1
#> "01" "032" "01" "0212" "01"
#> TGATACCTTATGCG-1 TGATACCTTGAAGA-1 TGATATGAACCTTT-1 TGATCACTAGCATC-1 TGATCACTCTCGCT-1
#> "01" "01" "01" "031" "01"
#> TGATCACTTCTACT-1 TGATCGGACTGACA-1 TGATCGGAGGAGCA-1 TGATCGGATATGCG-1 TGATTAGACATTGG-1
#> "04" "0221" "04" "0221" "01"
#> TGATTAGATGACTG-1 TGATTAGATGCTAG-1 TGATTCACTATGCG-1 TGATTCACTGTCAG-1 TGATTCTGCCGAAT-1
#> "04" "01" "01" "04" "01"
#> TGATTCTGCTCTTA-1 TGCAAGTGAGAACA-1 TGCAAGTGGGTAGG-1 TGCAATCTTCAGGT-1 TGCACAGACGACAT-1
#> "01" "01" "0212" "0222" "032"
#> TGCCAAGAGCAGTT-1 TGCCAAGATCTCTA-1 TGCCACTGAACGTC-1 TGCCACTGCGATAC-1 TGCCAGCTTGGCAT-1
#> "0212" "01" "01" "032" "01"
#> TGCCCAACAGCAAA-1 TGCCCAACCGCATA-1 TGCCGACTCTCCCA-1 TGCGAAACAGTCAC-1 TGCGAAACGTTGCA-1
#> "01" "0221" "04" "04" "04"
#> TGCGATGAACGGTT-1 TGCGATGACCTCGT-1 TGCGATGACTAGTG-1 TGCGATGACTGCTC-1 TGCGATGACTTGCC-1
#> "01" "01" "04" "04" "04"
#> TGCGATGAGTGCTA-1 TGCGCACTCTTGAG-1 TGCGTAGAATAAGG-1 TGCGTAGACGGGAA-1 TGCGTAGATGGTCA-1
#> "0211" "0211" "0211" "04" "0221"
#> TGCTAGGAAACCGT-1 TGCTAGGATAGTCG-1 TGCTATACGGTTCA-1 TGCTATACTGCTGA-1 TGCTGAGAGAGCAG-1
#> "031" "01" "0212" "031" "032"
#> TGCTGAGATTATCC-1 TGGAAAGACTCTCG-1 TGGAAAGAGCGATT-1 TGGAAAGAGGTCAT-1 TGGAAAGATATGGC-1
#> "01" "04" "01" "0221" "01"
#> TGGAACACAAACAG-1 TGGAACACGCTAAC-1 TGGAAGCTCAGATC-1 TGGACCCTACACTG-1 TGGACCCTCATGGT-1
#> "032" "01" "01" "0211" "01"
#> TGGACCCTGGTACT-1 TGGACTGAGTATGC-1 TGGAGACTATCAGC-1 TGGAGACTTCAAGC-1 TGGAGACTTGACCA-1
#> "0222" "01" "0212" "01" "031"
#> TGGAGGGACGGAGA-1 TGGAGGGAGCTATG-1 TGGATCGATAAAGG-1 TGGATGTGACCTAG-1 TGGATGTGTGAAGA-1
#> "0211" "01" "01" "04" "04"
#> TGGATTCTCATACG-1 TGGCAATGCTTGTT-1 TGGCACCTTCACGA-1 TGGCACCTTCAGTG-1 TGGGTATGAAGAGT-1
#> "01" "04" "01" "0222" "01"
#> TGGGTATGCACAAC-1 TGGGTATGGTACGT-1 TGGGTATGTTTGGG-1 TGGTAGACATGCCA-1 TGGTAGACCCTCAC-1
#> "01" "04" "0211" "01" "032"
#> TGGTAGACCTGATG-1 TGGTAGTGCACTGA-1 TGGTATCTAAACAG-1 TGGTATCTCTTCCG-1 TGGTCAGACCCAAA-1
#> "01" "0211" "01" "01" "01"
#> TGGTTACTGACGTT-1 TGGTTACTGTTCTT-1 TGTAACCTAGAGGC-1 TGTAACCTTGCCTC-1 TGTAATGACACAAC-1
#> "0212" "01" "01" "0222" "032"
#> TGTAATGAGGTAAA-1 TGTACTTGCTCTAT-1 TGTAGGTGCGAGAG-1 TGTAGGTGCTATGG-1 TGTAGGTGCTCTAT-1
#> "032" "0221" "04" "01" "0222"
#> TGTAGGTGTGCTGA-1 TGTAGTCTTCCAGA-1 TGTAGTCTTGCACA-1 TGTATCTGTTAGGC-1 TGTATGCTCATGGT-1
#> "01" "01" "031" "01" "04"
#> TGTATGCTGTAGGG-1 TGTATGCTTTCATC-1 TGTCAGGAATACCG-1 TGTCAGGAGATGAA-1 TGTCTAACCCCTTG-1
#> "01" "01" "01" "0221" "01"
#> TGTGACGATTCTCA-1 TGTGAGACTGTCAG-1 TGTGAGACTTGAGC-1 TGTGAGTGACCACA-1 TGTGAGTGAGTGCT-1
#> "031" "0221" "01" "01" "0221"
#> TGTGAGTGGAGATA-1 TGTGATCTCTCTAT-1 TGTGATCTGACACT-1 TGTGGATGGCCAAT-1 TGTTAAGACAAAGA-1
#> "031" "04" "01" "04" "0211"
#> TGTTAAGATAAGGA-1 TGTTACACCGCATA-1 TGTTACACGACTAC-1 TGTTACTGGCTACA-1 TGTTACTGTAGTCG-1
#> "0211" "0221" "0211" "031" "031"
#> TTAACCACCGTAAC-1 TTAACCACTAAGGA-1 TTAACCACTCAGAC-1 TTACACACGTGTTG-1 TTACACACTCCTAT-1
#> "01" "031" "01" "01" "01"
#> TTACCATGAATCGC-1 TTACCATGGTTGAC-1 TTACCATGTGTCTT-1 TTACCATGTTGTGG-1 TTACGACTGAGAGC-1
#> "0211" "01" "031" "04" "01"
#> TTACGACTTGACAC-1 TTACGTACGTTCAG-1 TTACTCGAAGAATG-1 TTACTCGACGCAAT-1 TTACTCGAGGGTGA-1
#> "0212" "032" "0212" "0222" "01"
#> TTACTCGATCTACT-1 TTAGAATGTGGTGT-1 TTAGAATGTGTAGC-1 TTAGACCTCCTACC-1 TTAGACCTCCTTTA-1
#> "032" "01" "01" "01" "0212"
#> TTAGCTACAACCGT-1 TTAGCTACTGTCCC-1 TTAGCTACTTTCGT-1 TTAGGGACGCGAAG-1 TTAGGGTGCTGGAT-1
#> "01" "0222" "01" "01" "04"
#> TTAGGGTGTCCTGC-1 TTAGGTCTACTTTC-1 TTAGTCACCAGTTG-1 TTAGTCTGAAAGCA-1 TTAGTCTGCCAACA-1
#> "0222" "0211" "01" "04" "032"
#> TTAGTCTGTGCACA-1 TTATCCGACTAGTG-1 TTATCCGAGAAAGT-1 TTATGAGAGATAAG-1 TTATGCACGTCACA-1
#> "01" "04" "0222" "01" "04"
#> TTATGGCTTATGGC-1 TTATTCCTATGCTG-1 TTATTCCTGGACAG-1 TTATTCCTGGTACT-1 TTATTCCTTCGTGA-1
#> "0222" "0222" "04" "04" "01"
#> TTCAAAGATAAAGG-1 TTCAACACAACAGA-1 TTCAACACCCCAAA-1 TTCAACACGGACGA-1 TTCAAGCTAAGAAC-1
#> "01" "01" "0212" "0221" "0212"
#> TTCAAGCTAGATGA-1 TTCAAGCTGTTGAC-1 TTCAAGCTTGATGC-1 TTCAAGCTTTCGCC-1 TTCACAACCCGTTC-1
#> "01" "01" "01" "01" "0222"
#> TTCACAACGTCTGA-1 TTCAGACTACCCAA-1 TTCAGACTCTCGAA-1 TTCAGTACCGACTA-1 TTCAGTACTCAAGC-1
#> "0211" "01" "01" "01" "01"
#> TTCAGTACTCCTAT-1 TTCAGTTGCCAAGT-1 TTCAGTTGTCCTTA-1 TTCAGTTGTCTAGG-1 TTCAGTTGTCTCGC-1
#> "0211" "01" "0212" "01" "04"
#> TTCATCGAGGTGGA-1 TTCATGTGTGGTGT-1 TTCATTCTATGTCG-1 TTCATTCTTCTCTA-1 TTCCAAACCTATGG-1
#> "0212" "01" "0212" "01" "0211"
#> TTCCAAACCTCCCA-1 TTCCAAACTCCCAC-1 TTCCAAACTTGACG-1 TTCCATGACGAGAG-1 TTCCATGACTGTCC-1
#> "04" "032" "031" "0212" "01"
#> TTCCCACTTGAGGG-1 TTCCCACTTGTCTT-1 TTCCTAGAAAGTGA-1 TTCCTAGACTAGTG-1 TTCGAGGACTCTAT-1
#> "032" "0212" "01" "0221" "01"
#> TTCGAGGAGGGCAA-1 TTCGAGGATAGAAG-1 TTCGATTGAGCATC-1 TTCGGAGAATGCCA-1 TTCGGAGATGTGCA-1
#> "01" "0221" "01" "0211" "01"
#> TTCGTATGAAAAGC-1 TTCGTATGGATAGA-1 TTCGTATGGTCTGA-1 TTCGTATGTCCTTA-1 TTCTACGAACGTAC-1
#> "031" "031" "01" "0222" "01"
#> TTCTACGAGTTGGT-1 TTCTAGTGACACGT-1 TTCTAGTGCATGAC-1 TTCTAGTGGAGAGC-1 TTCTAGTGGTCACA-1
#> "01" "01" "0212" "032" "0222"
#> TTCTCAGAAGAGAT-1 TTCTCAGAAGCATC-1 TTCTCAGATGGAGG-1 TTCTGATGGAGACG-1 TTCTTACTCTGGAT-1
#> "01" "04" "01" "032" "0221"
#> TTGAACCTCCTTGC-1 TTGAATGAACTACG-1 TTGAATGACTTACT-1 TTGAATGATCTCAT-1 TTGACACTCTGTAG-1
#> "04" "0221" "01" "04" "01"
#> TTGACACTGATAAG-1 TTGAGGACAGAACA-1 TTGAGGACTACGCA-1 TTGAGGTGGACGGA-1 TTGCATTGAGCTAC-1
#> "04" "0212" "0222" "01" "01"
#> TTGCATTGCTAAGC-1 TTGCATTGTGACTG-1 TTGCTAACACCAAC-1 TTGCTAACACGCTA-1 TTGCTAACCACTCC-1
#> "0212" "01" "01" "0221" "01"
#> TTGCTATGGTACGT-1 TTGCTATGGTAGGG-1 TTGGAGACCAATCG-1 TTGGAGACGCTATG-1 TTGGAGACTATGGC-1
#> "0222" "0221" "01" "0212" "04"
#> TTGGGAACTGAACC-1 TTGGTACTACTGGT-1 TTGGTACTCTTAGG-1 TTGGTACTGAATCC-1 TTGGTACTGGATTC-1
#> "01" "0222" "01" "04" "04"
#> TTGTACACGTTGTG-1 TTGTACACTTGCAG-1 TTGTAGCTAGCTCA-1 TTGTAGCTCTCTTA-1 TTGTCATGGACGGA-1
#> "04" "01" "01" "04" "032"
#> TTTAGAGATCCTCG-1 TTTAGCTGATACCG-1 TTTAGCTGGATACC-1 TTTAGCTGTACTCT-1 TTTAGGCTCCTTTA-1
#> "04" "01" "0212" "0212" "0211"
#> TTTATCCTGTTGTG-1 TTTCACGAGGTTCA-1 TTTCAGTGGAAGGC-1 TTTCAGTGTCACGA-1 TTTCAGTGTCTATC-1
#> "0222" "01" "01" "04" "0211"
#> TTTCAGTGTGCAGT-1 TTTCCAGAGGTGAG-1 TTTCGAACACCTGA-1 TTTCGAACTCTCAT-1 TTTCTACTGAGGCA-1
#> "04" "01" "04" "0212" "04"
#> TTTCTACTTCCTCG-1 TTTGCATGAGAGGC-1 TTTGCATGCCTCAC-1
#> "04" "04" "01"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 153))
#> AAACATACAACCAC-1 AAACATTGAGCTAC-1 AAACATTGATCAGC-1 AAACCGTGCTTCCG-1 AAACCGTGTATGCG-1
#> "01" "04" "01" "0222" "032"
#> AAACGCACTGGTAC-1 AAACGCTGACCAGT-1 AAACGCTGGTTCTT-1 AAACGCTGTAGCCA-1 AAACGCTGTTTCTG-1
#> "01" "01" "01" "031" "021"
#> AAACTTGAAAAACG-1 AAACTTGATCCAGA-1 AAAGAGACGAGATA-1 AAAGAGACGCGAGA-1 AAAGAGACGGACTT-1
#> "04" "01" "01" "021" "01"
#> AAAGAGACGGCATT-1 AAAGCAGATATCGG-1 AAAGCCTGTATGCG-1 AAAGGCCTGTCTAG-1 AAAGTTTGATCACG-1
#> "01" "0222" "01" "04" "04"
#> AAAGTTTGGGGTGA-1 AAAGTTTGTAGAGA-1 AAAGTTTGTAGCGT-1 AAATCAACAATGCC-1 AAATCAACACCAGT-1
#> "04" "01" "021" "04" "01"
#> AAATCAACCAGGAG-1 AAATCAACCCTATT-1 AAATCAACGGAAGC-1 AAATCAACTCGCAA-1 AAATCATGACCACA-1
#> "01" "0222" "01" "01" "0221"
#> AAATCCCTCCACAA-1 AAATCCCTGCTATG-1 AAATGTTGAACGAA-1 AAATGTTGCCACAA-1 AAATGTTGTGGCAT-1
#> "01" "04" "021" "031" "0222"
#> AAATTCGAAGGTTC-1 AAATTCGAATCACG-1 AAATTCGAGCTGAT-1 AAATTCGAGGAGTG-1 AAATTCGATTCTCA-1
#> "01" "021" "0221" "01" "031"
#> AAATTGACACGACT-1 AAATTGACTCGCTC-1 AACAAACTCATTTC-1 AACAAACTTTCGTT-1 AACAATACGACGAG-1
#> "01" "01" "01" "01" "01"
#> AACACGTGCAGAGG-1 AACACGTGGAAAGT-1 AACACGTGGAACCT-1 AACACGTGGCTACA-1 AACACGTGTACGAC-1
#> "01" "01" "021" "01" "0221"
#> AACAGCACAAGAGT-1 AACATTGATGGGAG-1 AACCAGTGATACCG-1 AACCCAGATCGCTC-1 AACCGATGCTCCCA-1
#> "021" "0221" "0221" "01" "01"
#> AACCGATGGTCATG-1 AACCGATGTTCTAC-1 AACCGCCTAGCGTT-1 AACCGCCTCTACGA-1 AACCTACTGTGAGG-1
#> "04" "021" "01" "0222" "0222"
#> AACCTACTGTGTTG-1 AACCTTACGAGACG-1 AACCTTACGCGAGA-1 AACCTTACTAACGC-1 AACCTTTGGACGGA-1
#> "01" "01" "032" "0221" "01"
#> AACCTTTGTACGCA-1 AACGCAACAAGTAG-1 AACGCATGACCCAA-1 AACGCATGCCTTCG-1 AACGCATGTACTTC-1
#> "0221" "01" "01" "01" "01"
#> AACGCCCTCGGGAA-1 AACGCCCTCGTACA-1 AACGCCCTGGCATT-1 AACGTCGAGTATCG-1 AACGTGTGAAAGCA-1
#> "01" "032" "031" "032" "01"
#> AACGTGTGGCGGAA-1 AACGTGTGTCCAAG-1 AACGTGTGTGCTTT-1 AACTACCTTAGAGA-1 AACTCACTCAAGCT-1
#> "04" "01" "01" "01" "021"
#> AACTCACTTGGAGG-1 AACTCGGAAAGTGA-1 AACTCGGAAGGTCT-1 AACTCTTGCAGGAG-1 AACTGTCTCCCTTG-1
#> "021" "031" "021" "01" "021"
#> AACTTGCTACGCTA-1 AACTTGCTGGGACA-1 AAGAACGAGTGTTG-1 AAGAAGACGTAGGG-1 AAGACAGAAGTCTG-1
#> "04" "01" "01" "04" "04"
#> AAGACAGAGGATCT-1 AAGACAGATTACCT-1 AAGAGATGGGTAGG-1 AAGATGGAAAACAG-1 AAGATGGAGAACTC-1
#> "01" "021" "04" "04" "0222"
#> AAGATGGAGATAAG-1 AAGATTACAACCTG-1 AAGATTACAGATCC-1 AAGATTACCCGTTC-1 AAGATTACCGCCTT-1
#> "0222" "01" "0222" "021" "021"
#> AAGATTACCTCAAG-1 AAGATTACTCCTCG-1 AAGCAAGAGCGAGA-1 AAGCAAGAGCTTAG-1 AAGCAAGAGGTGTT-1
#> "032" "021" "01" "031" "032"
#> AAGCACTGAGCAAA-1 AAGCACTGCATACG-1 AAGCACTGGTTCTT-1 AAGCCAACGTGTTG-1 AAGCCATGAACTGC-1
#> "04" "01" "04" "01" "0222"
#> AAGCCATGACACGT-1 AAGCCATGCGTGAT-1 AAGCCATGTCTCGC-1 AAGCCTGACATGCA-1 AAGCCTGACCGAAT-1
#> "021" "01" "01" "01" "021"
#> AAGCGACTCCTCAC-1 AAGCGACTGTGTCA-1 AAGCGACTTACAGC-1 AAGCGACTTTGACG-1 AAGCGTACGTCTTT-1
#> "0222" "01" "04" "0221" "01"
#> AAGGCTTGCGAACT-1 AAGGTCACGGTTAC-1 AAGGTCACTGTTTC-1 AAGGTCACTTCCCG-1 AAGGTCTGACAGTC-1
#> "031" "021" "04" "01" "01"
#> AAGGTCTGCAGATC-1 AAGTAACTCTGAAC-1 AAGTAACTGAGATA-1 AAGTAGGATACAGC-1 AAGTATACCGAACT-1
#> "01" "021" "04" "032" "01"
#> AAGTCCGACTTGTT-1 AAGTCCGATAGAAG-1 AAGTCTCTAGTCGT-1 AAGTCTCTCGGAGA-1 AAGTGGCTTGGAGG-1
#> "01" "01" "01" "031" "04"
#> AAGTTCCTCATTCT-1 AAGTTCCTTCTTAC-1 AATAAGCTCGAATC-1 AATAAGCTCGTTGA-1 AATACCCTGGACGA-1
#> "0221" "01" "01" "01" "04"
#> AATACCCTGGCATT-1 AATACTGAAAGGGC-1 AATACTGAATTGGC-1 AATAGGGAACCCTC-1 AATAGGGAGAATGA-1
#> "01" "031" "032" "04" "031"
#> AATCAAACTATCGG-1 AATCCGGAATGCTG-1 AATCCTACCGGTAT-1 AATCCTTGACGGGA-1 AATCCTTGGTGAGG-1
#> "01" "04" "01" "021" "032"
#> AATCGGTGGAACTC-1 AATCGGTGTGCTTT-1 AATCTAGAAAAGTG-1 AATCTAGAATCGGT-1 AATCTCACAGCCTA-1
#> "031" "01" "01" "01" "0222"
#> AATCTCACTCTAGG-1 AATCTCTGAACAGA-1 AATCTCTGCTTTAC-1 AATGATACACCAAC-1 AATGATACGGTCAT-1
#> "01" "01" "032" "031" "0222"
#> AATGCGTGACACCA-1 AATGCGTGGACGGA-1 AATGCGTGGCTATG-1 AATGGAGAATCGTG-1 AATGGAGATCCTTA-1
#> "04" "021" "04" "021" "01"
#> AATGGCTGACACCA-1 AATGGCTGCGTGAT-1 AATGGCTGTAAAGG-1 AATGGCTGTACTCT-1 AATGGCTGTGAAGA-1
#> "04" "01" "031" "031" "01"
#> AATGTAACGGTGGA-1 AATGTCCTCTTCTA-1 AATGTTGACAGTCA-1 AATGTTGAGTTGAC-1 AATGTTGATCTACT-1
#> "01" "01" "01" "021" "01"
#> AATTACGAATTCCT-1 AATTACGACTTCTA-1 AATTACGAGTGAGG-1 AATTACGATTGGCA-1 AATTCCTGCTCAGA-1
#> "0222" "01" "01" "04" "04"
#> AATTGATGTCGCAA-1 AATTGTGACTTGGA-1 ACAAAGGAGGGTGA-1 ACAAATTGATTCTC-1 ACAAATTGCTCAGA-1
#> "0221" "04" "01" "0221" "021"
#> ACAAATTGTTGCGA-1 ACAACCGAGGGATG-1 ACAACCGAGTTACG-1 ACAAGAGAAGTCGT-1 ACAAGAGACTTATC-1
#> "032" "031" "01" "0222" "01"
#> ACAAGAGAGTTGAC-1 ACAATCCTAACCGT-1 ACAATCCTTAGCGT-1 ACAATTGACTGACA-1 ACAATTGATGACTG-1
#> "04" "01" "04" "031" "032"
#> ACACAGACCATACG-1 ACACCAGAGGGCAA-1 ACACCCTGGTGTTG-1 ACACGAACAGTTCG-1 ACACGATGACGCAT-1
#> "031" "01" "032" "01" "031"
#> ACACGATGATGTGC-1 ACACGATGTCGTAG-1 ACACGATGTGGTCA-1 ACAGACACGGCATT-1 ACAGACACGTTGTG-1
#> "021" "01" "01" "031" "01"
#> ACAGCAACACCTAG-1 ACAGCAACCTCAAG-1 ACAGGTACCCCACT-1 ACAGGTACGCTGTA-1 ACAGGTACTGGTGT-1
#> "021" "0221" "01" "01" "032"
#> ACAGTCGACCCAAA-1 ACAGTCGACCGATA-1 ACAGTGACTCACCC-1 ACAGTGACTCTATC-1 ACAGTGTGGTCACA-1
#> "01" "031" "01" "01" "01"
#> ACAGTGTGTTGCGA-1 ACATCACTCTACTT-1 ACATGGTGAAGCCT-1 ACATGGTGCAACCA-1 ACATGGTGCGAGTT-1
#> "021" "021" "01" "04" "01"
#> ACATTCTGGCATAC-1 ACATTCTGGGAACG-1 ACCAACGACATGCA-1 ACCACAGAAAGTAG-1 ACCACAGAGTTGGT-1
#> "01" "021" "01" "01" "01"
#> ACCACCTGTGTGCA-1 ACCACGCTACAGCT-1 ACCACGCTACCCAA-1 ACCACGCTGCGAGA-1 ACCACGCTGCTGTA-1
#> "01" "01" "031" "01" "01"
#> ACCAGCCTGACAGG-1 ACCAGTGAACGGTT-1 ACCAGTGAATACCG-1 ACCAGTGAGGGATG-1 ACCAGTGATGACTG-1
#> "01" "04" "0221" "01" "021"
#> ACCATTACCTTCTA-1 ACCATTACGAGATA-1 ACCATTTGTCATTC-1 ACCCAAGAACTGTG-1 ACCCAAGAATTCCT-1
#> "01" "031" "01" "031" "0221"
#> ACCCAAGAGGACAG-1 ACCCAAGATTCACT-1 ACCCACTGCGCCTT-1 ACCCACTGGACAGG-1 ACCCACTGGTTCAG-1
#> "01" "04" "021" "01" "032"
#> ACCCACTGTCGTAG-1 ACCCAGCTCAGAAA-1 ACCCAGCTGTTAGC-1 ACCCAGCTTGCTTT-1 ACCCGTTGATGACC-1
#> "0222" "01" "021" "01" "04"
#> ACCCGTTGCTGCAA-1 ACCCGTTGCTTCTA-1 ACCCTCGACCTATT-1 ACCCTCGACGGTAT-1 ACCCTCGATAAGGA-1
#> "01" "01" "031" "04" "0222"
#> ACCCTCGATCAAGC-1 ACCGTGCTACCAGT-1 ACCGTGCTGGAACG-1 ACCTATTGCTGAGT-1 ACCTATTGTGCCCT-1
#> "021" "01" "04" "04" "0221"
#> ACCTCCGAGTCCTC-1 ACCTCCGATATGCG-1 ACCTCCGATGCTGA-1 ACCTCGTGAACCAC-1 ACCTGAGATATCGG-1
#> "01" "01" "01" "01" "021"
#> ACCTGGCTAAGTAG-1 ACCTTTGACTCCCA-1 ACCTTTGAGGAACG-1 ACCTTTGAGGAAGC-1 ACGAACACCTTGTT-1
#> "032" "0222" "0222" "0222" "032"
#> ACGAACTGGCTATG-1 ACGAAGCTCTCCAC-1 ACGAAGCTCTGAGT-1 ACGACCCTATCTCT-1 ACGACCCTGATGAA-1
#> "0221" "01" "04" "0222" "01"
#> ACGACCCTTGACAC-1 ACGACCCTTGACCA-1 ACGAGGGACAGGAG-1 ACGAGGGACGAACT-1 ACGAGGGATGTAGC-1
#> "04" "01" "0222" "01" "01"
#> ACGAGTACCCTAAG-1 ACGAGTACGAATCC-1 ACGATCGAGGACTT-1 ACGATCGAGTCACA-1 ACGATGACAATGCC-1
#> "04" "04" "031" "021" "01"
#> ACGATGACTGGTCA-1 ACGATTCTACGGGA-1 ACGCAATGGTTCAG-1 ACGCACCTGTTAGC-1 ACGCCACTGAACTC-1
#> "01" "031" "032" "04" "021"
#> ACGCCGGAAACCAC-1 ACGCCGGAAAGCCT-1 ACGCCGGAAATGCC-1 ACGCCTTGCTCCCA-1 ACGCGGTGGCGAGA-1
#> "021" "01" "01" "0221" "01"
#> ACGCGGTGTGTGGT-1 ACGCGGTGTTTGCT-1 ACGCTCACAGTACC-1 ACGCTCACCCTTGC-1 ACGCTGCTGTTCTT-1
#> "04" "031" "01" "01" "032"
#> ACGGAACTCAGATC-1 ACGGAACTGTCGTA-1 ACGGAGGACTCTTA-1 ACGGATTGGGAGGT-1 ACGGATTGGTTAGC-1
#> "032" "0221" "021" "04" "01"
#> ACGGCTCTGAGCAG-1 ACGGCTCTTGCACA-1 ACGGTAACCGCTAA-1 ACGGTAACCTTCGC-1 ACGGTAACGGTGGA-1
#> "01" "01" "031" "031" "01"
#> ACGGTAACTCGCAA-1 ACGGTATGAGTCGT-1 ACGGTATGGGTATC-1 ACGGTATGGTTGTG-1 ACGGTCCTAACGGG-1
#> "01" "021" "04" "04" "01"
#> ACGGTCCTCGGGAA-1 ACGTAGACAACCAC-1 ACGTAGACTACAGC-1 ACGTCAGAAACGAA-1 ACGTCAGAGAGCTT-1
#> "01" "01" "04" "01" "021"
#> ACGTCAGAGGGATG-1 ACGTCCTGATAAGG-1 ACGTCCTGTGAACC-1 ACGTCGCTCCTGAA-1 ACGTCGCTCTATTC-1
#> "01" "021" "0222" "032" "021"
#> ACGTCGCTTCTCAT-1 ACGTGATGCCATGA-1 ACGTGATGGGTCTA-1 ACGTGATGTAACCG-1 ACGTGATGTGACAC-1
#> "04" "0222" "01" "0221" "032"
#> ACGTGCCTCCGTAA-1 ACGTGCCTTCTATC-1 ACGTTACTTTCCAT-1 ACGTTGGAAAAGCA-1 ACGTTGGAAACCTG-1
#> "01" "031" "01" "01" "031"
#> ACGTTGGACCGTAA-1 ACGTTGGAGCCAAT-1 ACGTTGGATATGGC-1 ACGTTGGATCAGGT-1 ACGTTTACATCAGC-1
#> "021" "032" "04" "0222" "01"
#> ACTAAAACCCACAA-1 ACTAAAACTCGACA-1 ACTACGGAATTTCC-1 ACTACGGACCTATT-1 ACTACGGATCGCTC-1
#> "01" "021" "01" "01" "01"
#> ACTACTACTAAGGA-1 ACTAGGTGGAACCT-1 ACTAGGTGGAACTC-1 ACTATCACCTTGGA-1 ACTATCACTGCCAA-1
#> "01" "01" "01" "031" "01"
#> ACTCAGGACTGAAC-1 ACTCAGGATCTATC-1 ACTCAGGATTCGTT-1 ACTCCTCTCAACTG-1 ACTCGCACGAAAGT-1
#> "01" "04" "021" "01" "021"
#> ACTCGCACTACGAC-1 ACTCTCCTGACACT-1 ACTCTCCTGCATAC-1 ACTCTCCTGTTTGG-1 ACTGAGACAACCAC-1
#> "021" "01" "04" "01" "031"
#> ACTGAGACCCATAG-1 ACTGAGACGTTGGT-1 ACTGCCACACACGT-1 ACTGCCACTCCGTC-1 ACTGGCCTTCAGTG-1
#> "0221" "04" "031" "032" "032"
#> ACTGTGGACGTGTA-1 ACTGTGGATCTAGG-1 ACTGTTACCCACAA-1 ACTGTTACTGCAGT-1 ACTTAAGAACCACA-1
#> "031" "04" "021" "01" "01"
#> ACTTAAGATTACTC-1 ACTTAGCTGCGTAT-1 ACTTAGCTGGGAGT-1 ACTTCAACAAGCAA-1 ACTTCAACGTAGGG-1
#> "021" "0221" "01" "031" "032"
#> ACTTCCCTTTCCGC-1 ACTTCTGACATGCA-1 ACTTGACTCCACAA-1 ACTTGGGAGAAAGT-1 ACTTGGGAGGTTTG-1
#> "01" "04" "04" "021" "01"
#> ACTTGGGATGTGAC-1 ACTTGGGATTGACG-1 ACTTGTACCTGTCC-1 ACTTTGTGGAAAGT-1 ACTTTGTGGATAGA-1
#> "021" "0222" "01" "01" "0222"
#> AGAAACGAAAGTAG-1 AGAAAGTGCGCAAT-1 AGAAAGTGGGGATG-1 AGAACAGAAATGCC-1 AGAACAGACGACTA-1
#> "04" "01" "021" "032" "04"
#> AGAACAGAGACAAA-1 AGAACGCTTTGCTT-1 AGAAGATGTGACTG-1 AGAATGGAAGAAGT-1 AGAATTTGTAACCG-1
#> "01" "01" "01" "031" "01"
#> AGAATTTGTAGAGA-1 AGACACACTGTAGC-1 AGACACTGTCAAGC-1 AGACCTGAAGTAGA-1 AGACCTGACCAACA-1
#> "01" "01" "021" "021" "01"
#> AGACCTGAGGAAGC-1 AGACGTACAGAGGC-1 AGACGTACCCCTAC-1 AGACGTACCTCTTA-1 AGACGTACTCGTGA-1
#> "01" "01" "04" "021" "0221"
#> AGACTGACCATCAG-1 AGACTGACCCTTTA-1 AGACTTCTCATGCA-1 AGAGATGACAGTCA-1 AGAGATGACTGAAC-1
#> "01" "01" "04" "04" "01"
#> AGAGATGAGGTTTG-1 AGAGATGATCTCGC-1 AGAGATGATTGTGG-1 AGAGCGGAGGCAAG-1 AGAGTCTGGTCGTA-1
#> "021" "04" "01" "0222" "0221"
#> AGAGTGCTCAGCTA-1 AGAGTGCTCGAATC-1 AGAGTGCTGTCATG-1 AGAGTGCTGTCCTC-1 AGAGTGCTGTGTTG-1
#> "01" "01" "01" "01" "04"
#> AGATATACCCGTAA-1 AGATATACGATGAA-1 AGATATACTGTTCT-1 AGATATTGCCTACC-1 AGATATTGGCCAAT-1
#> "032" "01" "04" "01" "0222"
#> AGATCGTGTCTGGA-1 AGATCGTGTTTGTC-1 AGATCTCTATCACG-1 AGATTAACGTTCTT-1 AGATTCCTATCGTG-1
#> "021" "04" "04" "0221" "01"
#> AGATTCCTCACTTT-1 AGATTCCTGACGAG-1 AGATTCCTGTTCAG-1 AGCAAAGATATGCG-1 AGCACAACAGTCTG-1
#> "021" "021" "032" "01" "01"
#> AGCACTGAGGGAGT-1 AGCACTGATATGCG-1 AGCACTGATGCTTT-1 AGCACTGATTGCGA-1 AGCATCGAAGATCC-1
#> "01" "01" "0222" "01" "01"
#> AGCATCGAAGGGTG-1 AGCATCGAGCTTCC-1 AGCATCGAGTGAGG-1 AGCATCGATAACCG-1 AGCATGACGATGAA-1
#> "04" "021" "01" "0222" "031"
#> AGCCAATGGGGAGT-1 AGCCAATGTATCTC-1 AGCCACCTGGATCT-1 AGCCGGTGCCAATG-1 AGCCGGTGTGTTTC-1
#> "0221" "01" "031" "01" "01"
#> AGCCGTCTCAATCG-1 AGCCGTCTGAGAGC-1 AGCCTCACGTTCGA-1 AGCCTCACTGTCAG-1 AGCCTCTGCAGTTG-1
#> "01" "01" "01" "0222" "04"
#> AGCCTCTGCCAATG-1 AGCGAACTGGATCT-1 AGCGAACTTACTGG-1 AGCGATACGGAGCA-1 AGCGATTGAGATCC-1
#> "032" "01" "01" "01" "032"
#> AGCGCCGAATCTCT-1 AGCGCCGACAGAGG-1 AGCGCTCTACCTTT-1 AGCGGCACCGGGAA-1 AGCGGCTGATGTGC-1
#> "01" "01" "01" "01" "01"
#> AGCGGGCTTGCCAA-1 AGCGTAACATGCTG-1 AGCGTAACTGAGAA-1 AGCTCGCTACTGGT-1 AGCTCGCTCTGCTC-1
#> "01" "01" "0222" "01" "01"
#> AGCTGAACCATACG-1 AGCTGAACCTCTCG-1 AGCTGCCTTGGGAG-1 AGCTGCCTTTCATC-1 AGCTGCCTTTCTGT-1
#> "0221" "01" "021" "01" "01"
#> AGCTGTGATCCAAG-1 AGCTTTACAAGTAG-1 AGCTTTACACCAAC-1 AGCTTTACTCTCAT-1 AGGAAATGAGGAGC-1
#> "01" "01" "01" "04" "01"
#> AGGAACCTCTTAGG-1 AGGAACCTTGCCTC-1 AGGAATGATAACGC-1 AGGAATGATTTGTC-1 AGGAGTCTGGTTTG-1
#> "0221" "031" "01" "01" "01"
#> AGGAGTCTTGTCAG-1 AGGATAGACATTTC-1 AGGATAGAGGATTC-1 AGGATGCTACTAGC-1 AGGATGCTTTAGGC-1
#> "01" "01" "031" "04" "032"
#> AGGCAACTGAAGGC-1 AGGCAGGAGTACCA-1 AGGCCTCTAGTCGT-1 AGGCCTCTCGGAGA-1 AGGCCTCTCGTAAC-1
#> "01" "01" "01" "01" "01"
#> AGGGACGACGTTGA-1 AGGGACGAGTCAAC-1 AGGGACGAGTTGTG-1 AGGGACGATAGAGA-1 AGGGACGATGCATG-1
#> "01" "032" "01" "01" "031"
#> AGGGAGTGAGCCTA-1 AGGGCCACCATACG-1 AGGGCGCTAACCAC-1 AGGGCGCTATGGTC-1 AGGGTGGACAGTCA-1
#> "01" "01" "021" "031" "04"
#> AGGGTGGACTCAAG-1 AGGGTGGAGTTGCA-1 AGGGTTTGTTCATC-1 AGGTCATGAGTGTC-1 AGGTCATGCTTATC-1
#> "021" "031" "021" "04" "01"
#> AGGTCTGATTCTCA-1 AGGTGGGAAGAATG-1 AGGTGGGAAGTTCG-1 AGGTGTTGGTTACG-1 AGGTTCGAACCTCC-1
#> "0221" "01" "01" "04" "021"
#> AGGTTCGAACGTAC-1 AGGTTCGAGGGTGA-1 AGTAAGGAGTTTGG-1 AGTAAGGATTCTTG-1 AGTAATACATCACG-1
#> "021" "01" "01" "01" "031"
#> AGTAATACCGAACT-1 AGTAATTGTCCCAC-1 AGTACGTGAGGGTG-1 AGTACGTGCTGCAA-1 AGTACGTGCTTGGA-1
#> "04" "01" "01" "01" "01"
#> AGTACTCTACGTGT-1 AGTACTCTCAACCA-1 AGTACTCTCGGTAT-1 AGTAGGCTTGCCTC-1 AGTATAACTTGTCT-1
#> "04" "031" "01" "0221" "0221"
#> AGTATCCTAGAACA-1 AGTCACGATGAGCT-1 AGTCAGACGAATAG-1 AGTCAGACGCTTAG-1 AGTCAGACTAGAGA-1
#> "01" "031" "01" "01" "031"
#> AGTCAGACTGCACA-1 AGTCCAGATATCTC-1 AGTCCAGATTTCAC-1 AGTCGAACCAACCA-1 AGTCGCCTCCGTAA-1
#> "01" "01" "01" "01" "01"
#> AGTCTACTAGGGTG-1 AGTCTACTTGCATG-1 AGTCTTACACCACA-1 AGTCTTACTTCGCC-1 AGTCTTACTTCGGA-1
#> "021" "0221" "01" "01" "032"
#> AGTGACTGCAACTG-1 AGTGTTCTAACCTG-1 AGTGTTCTATAAGG-1 AGTGTTCTCACTTT-1 AGTTAAACCACTTT-1
#> "0221" "01" "01" "021" "01"
#> AGTTATGAACAGTC-1 AGTTATGACTGAGT-1 AGTTATGAGTTCAG-1 AGTTCTACCAGCTA-1 AGTTCTTGAAGCCT-1
#> "021" "01" "01" "021" "031"
#> AGTTGTCTACTACG-1 AGTTTAGATGGTCA-1 AGTTTCACGGTCTA-1 AGTTTGCTACAGTC-1 AGTTTGCTACTGGT-1
#> "01" "01" "031" "01" "031"
#> AGTTTGCTCCAAGT-1 ATAAACACAGTGCT-1 ATAAACACCACCAA-1 ATAACAACATGCTG-1 ATAACAACGTCTAG-1
#> "01" "04" "01" "021" "01"
#> ATAACAACTTTGTC-1 ATAACATGTACTCT-1 ATAACCCTGTTGGT-1 ATAACCCTTGGTAC-1 ATAAGTACGAATGA-1
#> "01" "01" "01" "01" "04"
#> ATAAGTTGGTACGT-1 ATAAGTTGTCTAGG-1 ATAATCGAGCTGAT-1 ATAATCGATGGTTG-1 ATAATGACCTACTT-1
#> "021" "01" "04" "01" "01"
#> ATAATGACTCGTGA-1 ATACAATGTTAGGC-1 ATACCACTCGTACA-1 ATACCACTCTAAGC-1 ATACCACTGCCAAT-1
#> "021" "01" "021" "0222" "031"
#> ATACCGGAATGCTG-1 ATACCGGACATTTC-1 ATACCGGACTTCGC-1 ATACCGGAGGTGTT-1 ATACCGGATCTCGC-1
#> "0222" "021" "01" "021" "01"
#> ATACCTACGCATCA-1 ATACCTTGGGGCAA-1 ATACGGACAGACTC-1 ATACGGACCTACTT-1 ATACGGACGAGGTG-1
#> "01" "01" "021" "021" "04"
#> ATACGGACTATGCG-1 ATACGGACTCTGGA-1 ATACGTCTTAACGC-1 ATACTCTGCTTCGC-1 ATACTCTGGTATGC-1
#> "04" "021" "021" "0222" "032"
#> ATAGATACCATGGT-1 ATAGATACGACGAG-1 ATAGATTGGTGTAC-1 ATAGCCGAACGGAG-1 ATAGCGTGCAGATC-1
#> "01" "01" "04" "01" "01"
#> ATAGCGTGCCCTTG-1 ATAGCGTGGTATCG-1 ATAGCGTGTCTCTA-1 ATAGCTCTCTGATG-1 ATAGCTCTGAGGTG-1
#> "021" "021" "01" "01" "01"
#> ATAGGAGAAACAGA-1 ATAGGCTGTCAGAC-1 ATAGTCCTAGTGTC-1 ATAGTCCTTGCATG-1 ATAGTCCTTGTCGA-1
#> "0222" "01" "021" "01" "01"
#> ATAGTTGACAACTG-1 ATAGTTGACCCTCA-1 ATAGTTGAGACGTT-1 ATAGTTGATAAGCC-1 ATATACGAAGCCAT-1
#> "01" "0221" "01" "01" "01"
#> ATATACGAATTGGC-1 ATATAGTGGAATGA-1 ATATGCCTAGATCC-1 ATATGCCTGGACAG-1 ATATGCCTTCTCTA-1
#> "01" "021" "021" "01" "01"
#> ATATGCCTTGGTAC-1 ATCAAATGAGCCTA-1 ATCAAATGGGTAAA-1 ATCAACCTAAACGA-1 ATCAACCTGAGGAC-1
#> "01" "021" "0221" "01" "01"
#> ATCAACCTTCTCTA-1 ATCAACCTTTGTCT-1 ATCACACTTTGTCT-1 ATCACGGATTTCGT-1 ATCATCTGACACCA-1
#> "031" "01" "01" "04" "032"
#> ATCATGCTAGAGTA-1 ATCATGCTGAACCT-1 ATCCAGGACGCTAA-1 ATCCAGGATGGAAA-1 ATCCATACTCCTTA-1
#> "031" "04" "0221" "01" "021"
#> ATCCATACTTCATC-1 ATCCCGTGCAGTCA-1 ATCCCGTGCATGCA-1 ATCCCGTGGCTGAT-1 ATCCGCACGCATCA-1
#> "0221" "032" "04" "04" "04"
#> ATCCTAACGACGGA-1 ATCCTAACGCTACA-1 ATCGACGAAACTGC-1 ATCGACGAATGACC-1 ATCGAGTGGACGTT-1
#> "04" "031" "0222" "01" "031"
#> ATCGCAGAATCTCT-1 ATCGCAGAGTGTCA-1 ATCGCCACTGAGGG-1 ATCGCCTGGGTCAT-1 ATCGCCTGTGGCAT-1
#> "0221" "04" "031" "01" "04"
#> ATCGCGCTCAGAGG-1 ATCGCGCTGGGATG-1 ATCGCGCTTTTCGT-1 ATCGGAACCAGTCA-1 ATCGGTGAGTCAAC-1
#> "021" "01" "04" "01" "01"
#> ATCGGTGATTGCAG-1 ATCGTTTGCCTACC-1 ATCGTTTGGGTACT-1 ATCGTTTGTGCCAA-1 ATCTACACCCGCTT-1
#> "01" "0222" "021" "021" "021"
#> ATCTACACCGGGAA-1 ATCTCAACAGGAGC-1 ATCTCAACCTCGAA-1 ATCTCAACCTTGTT-1 ATCTGGGAAACCAC-1
#> "01" "04" "01" "021" "0222"
#> ATCTGGGAAGTGTC-1 ATCTGGGATTCCGC-1 ATCTGTTGAACGGG-1 ATCTGTTGACCTCC-1 ATCTGTTGCCTTCG-1
#> "0222" "01" "01" "01" "0222"
#> ATCTGTTGGTTGCA-1 ATCTTGACACCAAC-1 ATCTTGACCTCCCA-1 ATCTTTCTGCATCA-1 ATCTTTCTGTTTCT-1
#> "01" "01" "021" "01" "01"
#> ATCTTTCTTGTCCC-1 ATGAAACTCTGTGA-1 ATGAAACTGAGGCA-1 ATGAAGGAACAGCT-1 ATGAAGGACCTGTC-1
#> "032" "01" "01" "031" "04"
#> ATGAAGGACCTTAT-1 ATGAAGGACTAGTG-1 ATGAAGGACTTGCC-1 ATGACGTGACGACT-1 ATGACGTGATCGGT-1
#> "04" "04" "032" "04" "0221"
#> ATGAGAGAAAGTGA-1 ATGAGAGAACGCAT-1 ATGAGAGAAGTAGA-1 ATGAGCACACAGCT-1 ATGAGCACATCTTC-1
#> "01" "01" "04" "01" "01"
#> ATGATAACTTCACT-1 ATGATATGAAACAG-1 ATGATATGACTGGT-1 ATGATATGAGCACT-1 ATGATATGGTCATG-1
#> "032" "01" "01" "01" "01"
#> ATGATATGGTGCTA-1 ATGATATGTTGTCT-1 ATGCACGAATGTCG-1 ATGCACGACTGTAG-1 ATGCACGAGAACCT-1
#> "032" "0222" "04" "01" "04"
#> ATGCACGAGTTCGA-1 ATGCACGATTGGTG-1 ATGCAGTGTTACCT-1 ATGCAGTGTTCTAC-1 ATGCCAGAACGACT-1
#> "01" "0222" "04" "01" "01"
#> ATGCCAGACAGTCA-1 ATGCCGCTTGAACC-1 ATGCGATGCTATGG-1 ATGCGATGCTGAGT-1 ATGCGATGGTTACG-1
#> "021" "0222" "0222" "01" "04"
#> ATGCGCCTTCATTC-1 ATGCTTTGCGAATC-1 ATGCTTTGGGCGAA-1 ATGCTTTGTAGTCG-1 ATGGACACATCGGT-1
#> "01" "01" "01" "04" "01"
#> ATGGACACGCATCA-1 ATGGGTACAACCTG-1 ATGGGTACATCGGT-1 ATGGGTACTATTCC-1 ATGGGTACTGGGAG-1
#> "032" "04" "032" "01" "01"
#> ATGTAAACACCTCC-1 ATGTAAACCCGCTT-1 ATGTAAACGGGATG-1 ATGTAAACTCTCCG-1 ATGTAAACTTCACT-1
#> "01" "01" "0222" "01" "021"
#> ATGTACCTCAGTCA-1 ATGTACCTTAGTCG-1 ATGTACCTTTATCC-1 ATGTACCTTTCACT-1 ATGTCACTAATGCC-1
#> "01" "01" "021" "031" "021"
#> ATGTCACTCTGCTC-1 ATGTCGGAGGTGAG-1 ATGTTCACAGTCTG-1 ATGTTCACCGTAGT-1 ATGTTGCTTTCAGG-1
#> "01" "01" "021" "01" "01"
#> ATTAACGATGAGAA-1 ATTAACGATGCAAC-1 ATTAAGACTGCAGT-1 ATTACCTGCCTTAT-1 ATTACCTGGAGGAC-1
#> "032" "031" "01" "021" "0221"
#> ATTAGATGTTTCAC-1 ATTATGGAATCTCT-1 ATTCAAGAACGGGA-1 ATTCAAGACCTTTA-1 ATTCAGCTCATTGG-1
#> "01" "01" "01" "01" "032"
#> ATTCCAACCATTGG-1 ATTCCAACTTAGGC-1 ATTCGACTCACTAG-1 ATTCGACTGAATAG-1 ATTCGACTTTTGTC-1
#> "021" "032" "031" "021" "0221"
#> ATTCGGGAAAGGCG-1 ATTCGGGATTAGGC-1 ATTCTTCTGATACC-1 ATTGAATGGACGGA-1 ATTGATGAAGGTTC-1
#> "021" "01" "01" "01" "01"
#> ATTGATGACTGAGT-1 ATTGATGAGCGAAG-1 ATTGATGATCTATC-1 ATTGCACTGACGGA-1 ATTGCACTGAGAGC-1
#> "01" "01" "01" "01" "0221"
#> ATTGCACTGGAGCA-1 ATTGCACTTAGCCA-1 ATTGCACTTGCTTT-1 ATTGCTTGTTACTC-1 ATTGGTCTGACTAC-1
#> "021" "01" "0221" "04" "04"
#> ATTGGTCTTGTCTT-1 ATTGTAGATTCCCG-1 ATTGTAGATTGCAG-1 ATTGTCTGCGTACA-1 ATTTAGGAACCATG-1
#> "04" "0222" "01" "01" "0221"
#> ATTTAGGACAGAGG-1 ATTTCCGAGATGAA-1 ATTTCCGAGTGCTA-1 ATTTCGTGTATGGC-1 ATTTCTCTACTTTC-1
#> "01" "01" "01" "031" "0221"
#> ATTTCTCTAGCAAA-1 ATTTCTCTCACTTT-1 ATTTCTCTTCCCAC-1 ATTTGCACAAGATG-1 CAAAGCACAGCTCA-1
#> "01" "0221" "01" "021" "01"
#> CAAAGCACCGTAAC-1 CAAAGCACGGTAAA-1 CAAAGCTGAAAGTG-1 CAAAGCTGTTGCTT-1 CAAATATGTGACAC-1
#> "04" "032" "01" "021" "01"
#> CAAATTGAGGGCAA-1 CAAATTGATGGAGG-1 CAACCAGAAAAGTG-1 CAACCAGAAGTGCT-1 CAACCAGAGTTCAG-1
#> "01" "021" "01" "01" "0222"
#> CAACCAGATAGAAG-1 CAACCGCTGTTCAG-1 CAACCGCTTTGAGC-1 CAACGATGCGCAAT-1 CAACGTGACTCCAC-1
#> "021" "01" "01" "0221" "0222"
#> CAACGTGAGCCATA-1 CAACGTGATCAAGC-1 CAAGAAGACCACAA-1 CAAGAAGACGTCTC-1 CAAGAAGATTCTAC-1
#> "031" "021" "031" "0222" "01"
#> CAAGACTGACCTGA-1 CAAGACTGAGTAGA-1 CAAGCTGACCATAG-1 CAAGCTGATCTATC-1 CAAGGACTGTTCAG-1
#> "04" "04" "0221" "031" "01"
#> CAAGGACTTCTTTG-1 CAAGGTTGCTCCAC-1 CAAGGTTGTCATTC-1 CAAGGTTGTCTGGA-1 CAAGTCGAAACAGA-1
#> "031" "01" "04" "032" "04"
#> CAAGTCGATAGCGT-1 CAATAAACGCCATA-1 CAATAATGAACTGC-1 CAATATGACATGGT-1 CAATATGACCTTCG-1
#> "021" "021" "021" "01" "031"
#> CAATATGACGTTAG-1 CAATATGAGGAGCA-1 CAATCGGAGAAACA-1 CAATCTACTGACTG-1 CAATTCACCCAACA-1
#> "01" "01" "01" "032" "031"
#> CAATTCACGATAGA-1 CAATTCACTTGTGG-1 CAATTCTGCTTGTT-1 CAATTCTGGCGTAT-1 CACAACGATACGAC-1
#> "01" "01" "0222" "0221" "01"
#> CACAATCTTGTTCT-1 CACAATCTTTCCAT-1 CACACCTGCTTGAG-1 CACACCTGTATGGC-1 CACAGAACCCTTGC-1
#> "01" "01" "01" "01" "04"
#> CACAGAACCTGATG-1 CACAGATGGGATTC-1 CACAGATGGTTTCT-1 CACAGCCTGATACC-1 CACAGCCTTGCCAA-1
#> "01" "01" "021" "01" "0221"
#> CACAGCCTTGTAGC-1 CACAGTGATGAAGA-1 CACATACTACAGCT-1 CACATGGAACACGT-1 CACATGGAAGTCGT-1
#> "01" "021" "031" "01" "01"
#> CACCACTGCCAACA-1 CACCACTGGCGAAG-1 CACCCATGTTCTGT-1 CACCGGGAATCGAC-1 CACCGGGACGAGAG-1
#> "01" "031" "031" "01" "031"
#> CACCGGGACGTGTA-1 CACCGGGACTTCTA-1 CACCGGGACTTGCC-1 CACCGGGATTCGGA-1 CACCGTACTAAGGA-1
#> "01" "032" "031" "031" "04"
#> CACCGTACTAGCGT-1 CACCTGACACCCAA-1 CACCTGACCAGAAA-1 CACCTGACCTCAAG-1 CACCTGACGAAAGT-1
#> "01" "031" "01" "031" "04"
#> CACCTGACTCGTAG-1 CACGAAACTTCCGC-1 CACGACCTCGATAC-1 CACGCTACAGAAGT-1 CACGCTACTGTTCT-1
#> "01" "04" "04" "01" "04"
#> CACGGGACAGAGTA-1 CACGGGACATAAGG-1 CACGGGACGTAGGG-1 CACGGGTGCTTCGC-1 CACGGGTGGAGGAC-1
#> "01" "01" "01" "031" "031"
#> CACGGGTGTGTTTC-1 CACTAACTCCTAAG-1 CACTAACTGAAAGT-1 CACTAGGATGATGC-1 CACTATACCCCGTT-1
#> "01" "04" "01" "04" "04"
#> CACTATACGTTTGG-1 CACTGAGACAGTCA-1 CACTGCACTTCATC-1 CACTGCTGAGACTC-1 CACTGCTGGAAAGT-1
#> "031" "021" "01" "0221" "01"
#> CACTTAACCGAATC-1 CACTTAACCGTACA-1 CACTTTGACTCTAT-1 CACTTTGAGCTGTA-1 CAGAAGCTCTCAAG-1
#> "01" "04" "031" "01" "01"
#> CAGACATGAACGGG-1 CAGACATGTCGACA-1 CAGACCCTAAGGTA-1 CAGACCCTAATGCC-1 CAGACCCTAGGAGC-1
#> "01" "01" "0221" "01" "01"
#> CAGACTGAGTATGC-1 CAGATCGAATGTCG-1 CAGATCGACCTGAA-1 CAGATCGATATGGC-1 CAGATGACATTCTC-1
#> "01" "04" "01" "01" "032"
#> CAGCAATGCCTTCG-1 CAGCAATGGAGGGT-1 CAGCAATGGTGCTA-1 CAGCAATGTCTACT-1 CAGCAATGTGACCA-1
#> "01" "032" "01" "021" "01"
#> CAGCAATGTGAGGG-1 CAGCACCTAAGCCT-1 CAGCACCTAGGCGA-1 CAGCACCTGTAGGG-1 CAGCATGACAACCA-1
#> "021" "01" "01" "0222" "021"
#> CAGCATGAGACGTT-1 CAGCCTACCCAACA-1 CAGCCTTGCTACCC-1 CAGCCTTGGGGACA-1 CAGCGGACACCCTC-1
#> "01" "01" "021" "01" "01"
#> CAGCGGACCTTTAC-1 CAGCGTCTAAAGCA-1 CAGCGTCTTATCGG-1 CAGCTAGATGTGAC-1 CAGCTCTGAGGCGA-1
#> "032" "01" "01" "021" "01"
#> CAGCTCTGCAAGCT-1 CAGCTCTGTCGTAG-1 CAGCTCTGTGTGGT-1 CAGGAACTAACTGC-1 CAGGAACTCTCAGA-1
#> "031" "0222" "032" "01" "021"
#> CAGGCCGAACACCA-1 CAGGCCGAACACGT-1 CAGGCCGAACGACT-1 CAGGCCGAATCTCT-1 CAGGCCGACTAGCA-1
#> "01" "01" "01" "0222" "04"
#> CAGGGCACCATACG-1 CAGGGCACCCAACA-1 CAGGGCACTCCCGT-1 CAGGTAACAGACTC-1 CAGGTATGAGTCGT-1
#> "04" "01" "01" "021" "01"
#> CAGGTATGTGCTTT-1 CAGGTTGAGGATCT-1 CAGTGATGGACGGA-1 CAGTGATGGCTAAC-1 CAGTGATGGGACAG-1
#> "01" "04" "04" "032" "01"
#> CAGTGATGTAAGGA-1 CAGTGATGTACGCA-1 CAGTGTGATGTCAG-1 CAGTTACTAAGGTA-1 CAGTTACTGATAGA-1
#> "04" "04" "01" "04" "01"
#> CAGTTGGAAAGAGT-1 CAGTTGGACATACG-1 CAGTTTACACACGT-1 CAGTTTACCCCAAA-1 CATAAAACGGAGCA-1
#> "0222" "01" "032" "01" "021"
#> CATAAATGAACTGC-1 CATAACCTTCTCCG-1 CATACTACCTCGAA-1 CATACTACCTGAAC-1 CATACTACGTACCA-1
#> "01" "01" "01" "01" "021"
#> CATACTTGGGTTAC-1 CATAGTCTAATCGC-1 CATAGTCTCACTTT-1 CATATAGACTAAGC-1 CATATAGATCAGGT-1
#> "0221" "01" "01" "021" "04"
#> CATCAACTAGAAGT-1 CATCAACTCCCTCA-1 CATCAGGACTTCCG-1 CATCAGGATAGCCA-1 CATCAGGATCCTAT-1
#> "01" "01" "032" "032" "0221"
#> CATCAGGATGCACA-1 CATCAGGATTTCGT-1 CATCATACCGCATA-1 CATCATACGGAGCA-1 CATCATACTCAAGC-1
#> "0221" "021" "0222" "04" "01"
#> CATCGCTGGGATCT-1 CATCGCTGTGGCAT-1 CATCGGCTATGCTG-1 CATCGGCTTTGGCA-1 CATCTCCTATGTGC-1
#> "01" "04" "01" "01" "04"
#> CATCTCCTCGAACT-1 CATGAGACACGGGA-1 CATGAGACGTTGAC-1 CATGAGACTCGCCT-1 CATGCCACGGGTGA-1
#> "0222" "04" "032" "01" "01"
#> CATGCCACTGCCAA-1 CATGCGCTAGTCAC-1 CATGCGCTCAGATC-1 CATGCGCTTTGCAG-1 CATGGCCTAGGGTG-1
#> "01" "0221" "021" "0221" "021"
#> CATGGCCTGTGCAT-1 CATGTACTATCGTG-1 CATGTTACAGTCGT-1 CATGTTACCTGAGT-1 CATGTTTGGGGATG-1
#> "01" "031" "031" "01" "021"
#> CATTACACACGGAG-1 CATTACACCAACTG-1 CATTACACGGAGTG-1 CATTACACTACTCT-1 CATTAGCTCCACAA-1
#> "04" "032" "01" "01" "021"
#> CATTGACTAGCGGA-1 CATTGGGACTCGAA-1 CATTGTACAGCGTT-1 CATTGTACTCGATG-1 CATTGTACTTATCC-1
#> "021" "01" "01" "04" "01"
#> CATTGTACTTTGCT-1 CATTGTTGCTAGTG-1 CATTTCGACTCTAT-1 CATTTCGAGATACC-1 CATTTGACCACACA-1
#> "0221" "01" "031" "032" "031"
#> CATTTGACCCTGAA-1 CATTTGTGACGACT-1 CATTTGTGCATTGG-1 CATTTGTGCGGAGA-1 CATTTGTGGGATCT-1
#> "031" "04" "01" "01" "04"
#> CCAAAGTGCTACGA-1 CCAAAGTGTGAGAA-1 CCAACCTGAAGTAG-1 CCAACCTGACGTAC-1 CCAACCTGTTCGCC-1
#> "0222" "021" "031" "021" "021"
#> CCAAGAACCCAATG-1 CCAAGAACGTAGCT-1 CCAAGAACGTGTCA-1 CCAAGAACTACTGG-1 CCAAGAACTCCTAT-1
#> "01" "01" "01" "031" "04"
#> CCAAGATGTCATTC-1 CCAAGATGTTTCAC-1 CCAAGTGAGGAACG-1 CCAAGTGATCAAGC-1 CCAATTTGAACGTC-1
#> "01" "01" "01" "01" "021"
#> CCACCATGAACGTC-1 CCACCATGATCGGT-1 CCACCATGGACGAG-1 CCACCATGGGGAGT-1 CCACCATGTCCTGC-1
#> "01" "01" "0221" "01" "031"
#> CCACTGACCCGCTT-1 CCACTGTGGGAAGC-1 CCACTGTGTGTAGC-1 CCACTTCTCGGGAA-1 CCAGAAACCCTGTC-1
#> "021" "021" "01" "0222" "04"
#> CCAGAAACGAACTC-1 CCAGAAACGGTCTA-1 CCAGACCTCTGAGT-1 CCAGACCTTGTGGT-1 CCAGCACTGCGATT-1
#> "01" "01" "04" "01" "0221"
#> CCAGCGGAAAGGCG-1 CCAGCGGACGACTA-1 CCAGCGGATGGGAG-1 CCAGCTACACAGTC-1 CCAGCTACCAGCTA-1
#> "021" "021" "01" "01" "04"
#> CCAGGTCTACACCA-1 CCAGGTCTAGCATC-1 CCAGGTCTATGGTC-1 CCAGTCACACTGGT-1 CCAGTCACACTGTG-1
#> "04" "021" "01" "021" "04"
#> CCAGTCACGTTGTG-1 CCAGTGCTAACCAC-1 CCAGTGCTCGTAGT-1 CCATCCGAAAGCAA-1 CCATCCGAACGACT-1
#> "01" "01" "01" "01" "01"
#> CCATCCGAAGGTTC-1 CCATCCGATTCGCC-1 CCATCGTGAACGGG-1 CCATCGTGCTAGAC-1 CCCAACACCTCGCT-1
#> "04" "021" "01" "0221" "04"
#> CCCAACACGCATCA-1 CCCAACACTTTGTC-1 CCCAACTGCAATCG-1 CCCAGACTGCCTTC-1 CCCAGACTGGTTTG-1
#> "01" "0222" "021" "0222" "04"
#> CCCAGACTTTCGCC-1 CCCAGTTGCAGTTG-1 CCCAGTTGGGTACT-1 CCCAGTTGTCTATC-1 CCCGATTGTGTTTC-1
#> "0221" "0222" "01" "04" "01"
#> CCCGGAGAAGGGTG-1 CCCTACGAATTGGC-1 CCCTAGTGCAAAGA-1 CCCTCAGACACTTT-1 CCCTCAGACGAGAG-1
#> "021" "021" "01" "04" "01"
#> CCCTCAGAGGTCAT-1 CCCTGAACTAAAGG-1 CCCTGATGCAACCA-1 CCCTGATGCAAGCT-1 CCCTTACTAACCAC-1
#> "01" "04" "01" "04" "0222"
#> CCCTTACTGCAGTT-1 CCGAAAACCTTGTT-1 CCGACACTGGTTTG-1 CCGACTACCCAGTA-1 CCGACTACCGTGTA-1
#> "01" "0221" "01" "0222" "01"
#> CCGACTACTGAGGG-1 CCGATAGACCTAAG-1 CCGATAGAGTTGGT-1 CCGCGAGACACACA-1 CCGCGAGAGGTTCA-1
#> "01" "01" "0222" "021" "01"
#> CCGCTATGGGACGA-1 CCGCTATGTGCAAC-1 CCGCTATGTGCACA-1 CCGGTACTGTCCTC-1 CCGTACACAAGCAA-1
#> "04" "0222" "021" "01" "01"
#> CCGTACACAGCGTT-1 CCGTACACGTCATG-1 CCGTACACGTTGGT-1 CCGTACACTAACGC-1 CCTAAACTTTCGTT-1
#> "04" "031" "0222" "01" "01"
#> CCTAAGGACCCAAA-1 CCTAAGGACTAGCA-1 CCTAAGGAGGGCAA-1 CCTAAGGATGATGC-1 CCTAAGGATGTCAG-1
#> "01" "021" "031" "01" "01"
#> CCTACCGACTCTTA-1 CCTACCGAGGGATG-1 CCTAGAGAGGTGAG-1 CCTATAACCAAAGA-1 CCTATAACGAGACG-1
#> "01" "04" "04" "01" "021"
#> CCTATAACTCAGAC-1 CCTATAACTGCATG-1 CCTCGAACACTTTC-1 CCTCGAACCCGTAA-1 CCTCGAACGTATCG-1
#> "01" "0221" "032" "0221" "01"
#> CCTCGAACTTACTC-1 CCTCTACTCTTCGC-1 CCTCTACTGGCATT-1 CCTGACTGAAGTAG-1 CCTGACTGGGGAGT-1
#> "01" "021" "01" "01" "01"
#> CCTGACTGTGTCTT-1 CCTGCAACACGTTG-1 CCTGGACTCGTGAT-1 CCTTAATGCCCAAA-1 CCTTAATGTTCTAC-1
#> "04" "021" "01" "04" "0221"
#> CCTTCACTACGACT-1 CCTTCACTCAGTCA-1 CCTTCACTGGAGTG-1 CCTTTAGATTCATC-1 CGAACATGCCCTAC-1
#> "01" "04" "021" "021" "021"
#> CGAACATGTCAGAC-1 CGAAGACTGGAACG-1 CGAAGACTGTTACG-1 CGAAGGGAAACCTG-1 CGAAGGGATCCGAA-1
#> "01" "01" "01" "031" "04"
#> CGAAGTACCAACTG-1 CGAATCGAGGAGCA-1 CGAATCGAGGAGGT-1 CGACAAACCCATAG-1 CGACAAACCGACAT-1
#> "04" "021" "01" "01" "04"
#> CGACCACTAAAGTG-1 CGACCACTGCCAAT-1 CGACCGGAAGGTCT-1 CGACCGGATGGAAA-1 CGACCTTGCTAGTG-1
#> "032" "032" "01" "01" "01"
#> CGACGTCTATCGTG-1 CGACGTCTCGTGTA-1 CGACGTCTGAGGCA-1 CGACTCACGTCGTA-1 CGACTCACGTTGCA-1
#> "01" "01" "01" "01" "01"
#> CGACTCTGTGTGAC-1 CGACTGCTTCCTCG-1 CGAGAACTAAGGCG-1 CGAGAACTACGTTG-1 CGAGAACTTGTTCT-1
#> "01" "021" "031" "01" "021"
#> CGAGATTGGACACT-1 CGAGATTGGCCATA-1 CGAGCCGAACACCA-1 CGAGCCGAGGCGAA-1 CGAGCGTGCTCCAC-1
#> "031" "031" "01" "01" "01"
#> CGAGCGTGGATACC-1 CGAGCGTGTATGCG-1 CGAGGAGACCTCCA-1 CGAGGAGATGTCGA-1 CGAGGCACCTATGG-1
#> "01" "021" "04" "01" "031"
#> CGAGGCACTATGCG-1 CGAGGCACTCTTCA-1 CGAGGCTGACGCTA-1 CGAGGCTGGCAGTT-1 CGAGGGCTACGACT-1
#> "0222" "01" "032" "021" "04"
#> CGAGGGCTCGAATC-1 CGAGTATGTCACCC-1 CGATACGAACAGTC-1 CGATACGACAGGAG-1 CGATACGATTCACT-1
#> "01" "0221" "0222" "031" "04"
#> CGATAGACCCGTAA-1 CGATAGACCGTACA-1 CGATAGACGTAGGG-1 CGATAGACTGTTCT-1 CGATCAGAAGAACA-1
#> "021" "01" "021" "01" "031"
#> CGATCAGAGAGGGT-1 CGATCAGAGGTACT-1 CGATCAGATGTGAC-1 CGATCCACCGGGAA-1 CGATCCACTTCCAT-1
#> "01" "01" "0222" "031" "04"
#> CGCAAATGCTCGAA-1 CGCAACCTCCTTGC-1 CGCAACCTGGACGA-1 CGCACGGAGGACGA-1 CGCACGGATCTTTG-1
#> "01" "01" "01" "04" "01"
#> CGCACTACAGAATG-1 CGCACTACAGCCAT-1 CGCACTACATTGGC-1 CGCACTACTCGCCT-1 CGCACTACTCGTGA-1
#> "01" "01" "01" "04" "01"
#> CGCACTTGTCACGA-1 CGCAGGACAGATCC-1 CGCAGGACCTACTT-1 CGCAGGACTTGTCT-1 CGCAGGTGCACTGA-1
#> "021" "01" "01" "0221" "01"
#> CGCAGGTGCCATAG-1 CGCAGGTGGGAACG-1 CGCATAGATCACGA-1 CGCCATACTGCAAC-1 CGCCATTGAGAGGC-1
#> "0221" "01" "021" "01" "01"
#> CGCCATTGCTATGG-1 CGCCATTGGAGACG-1 CGCCATTGGAGCAG-1 CGCCATTGTACTGG-1 CGCCGAGAGCTTAG-1
#> "01" "01" "04" "04" "032"
#> CGCCTAACGAATGA-1 CGCCTAACTGCTCC-1 CGCGAGACACAGCT-1 CGCGAGACAGGTCT-1 CGCGAGACGCTACA-1
#> "0222" "01" "01" "04" "01"
#> CGCGATCTCAGTCA-1 CGCGATCTGTTGAC-1 CGCGATCTTTCTTG-1 CGCGGATGGCCAAT-1 CGCTAAGAATGTCG-1
#> "021" "021" "04" "01" "01"
#> CGCTAAGACAACTG-1 CGCTAAGACCCTTG-1 CGCTACTGAACAGA-1 CGCTACTGAGAACA-1 CGCTACTGTGAGCT-1
#> "01" "01" "0222" "01" "01"
#> CGCTACTGTTCCCG-1 CGCTCATGCATTTC-1 CGGAATTGGTTTGG-1 CGGAATTGTGGAGG-1 CGGACCGATGCGTA-1
#> "031" "021" "01" "01" "031"
#> CGGACCGATGGGAG-1 CGGACTCTAAACAG-1 CGGACTCTCCAATG-1 CGGACTCTCCTCGT-1 CGGAGGCTATTCCT-1
#> "01" "04" "01" "032" "01"
#> CGGAGGCTTGGATC-1 CGGATAACAACGAA-1 CGGATAACAGCTCA-1 CGGATAACTCAGTG-1 CGGCACGAACTCAG-1
#> "01" "021" "01" "021" "01"
#> CGGCACGAAGGGTG-1 CGGCACGACTACGA-1 CGGCATCTTAGAAG-1 CGGCATCTTCGTAG-1 CGGCCAGAAAGGTA-1
#> "01" "0221" "01" "021" "01"
#> CGGCCAGAGAGGCA-1 CGGCGAACCAGTCA-1 CGGCGAACGACAAA-1 CGGCGAACGGTCTA-1 CGGCGAACTACTTC-1
#> "031" "0222" "032" "01" "032"
#> CGGGACTGCGTGTA-1 CGGGACTGGAATAG-1 CGGGCATGACCCAA-1 CGGGCATGTCTCTA-1 CGGGCATGTTGTGG-1
#> "01" "031" "031" "031" "01"
#> CGGTAAACTCGCAA-1 CGGTCACTGTTTGG-1 CGGTCACTTACTTC-1 CGTAACGATCGCCT-1 CGTACCACACACAC-1
#> "01" "01" "01" "01" "01"
#> CGTACCACACGTTG-1 CGTACCACCTCATT-1 CGTACCACGGAGCA-1 CGTACCTGGCATCA-1 CGTAGCCTCTCTCG-1
#> "01" "01" "01" "032" "021"
#> CGTAGCCTGCGAAG-1 CGTAGCCTGTATGC-1 CGTCAAGAAAGGTA-1 CGTCAAGAACGTGT-1 CGTCAAGACAGAGG-1
#> "01" "0221" "021" "01" "01"
#> CGTCAAGACAGGAG-1 CGTCCATGCTCTTA-1 CGTCGACTTTCCGC-1 CGTGATGACGCTAA-1 CGTGATGAGGTTCA-1
#> "031" "01" "01" "01" "01"
#> CGTGCACTTATGGC-1 CGTGTAGAAAAACG-1 CGTGTAGACGATAC-1 CGTGTAGAGTTACG-1 CGTGTAGAGTTCAG-1
#> "0222" "01" "031" "032" "021"
#> CGTGTAGATTCGGA-1 CGTTAGGAAACCAC-1 CGTTAGGATCATTC-1 CGTTATACCCTGAA-1 CGTTTAACTGGTCA-1
#> "032" "01" "0222" "031" "01"
#> CTAAACCTCTGACA-1 CTAAACCTGTGCAT-1 CTAACACTAACGTC-1 CTAACACTAGTGCT-1 CTAACGGAACCGAT-1
#> "032" "04" "01" "0222" "032"
#> CTAACGGATTTCTG-1 CTAACTACGGCAAG-1 CTAAGGACACCATG-1 CTAAGGACCGTTAG-1 CTAAGGACGCCATA-1
#> "01" "01" "01" "01" "021"
#> CTAAGGTGCCTAAG-1 CTAAGGTGTTGCAG-1 CTAAGGTGTTTCTG-1 CTAATAGAGCTATG-1 CTAATGCTTGTGGT-1
#> "04" "01" "01" "01" "021"
#> CTACAACTCCCGTT-1 CTACCTCTCAACCA-1 CTACGCACACCTAG-1 CTACGCACTCTCCG-1 CTACGCACTGGTCA-1
#> "031" "01" "0221" "01" "032"
#> CTACGGCTTTCTTG-1 CTACTATGAACCAC-1 CTACTATGATGTGC-1 CTACTATGCTAAGC-1 CTACTATGTAAAGG-1
#> "0222" "021" "021" "01" "04"
#> CTACTCCTATGTCG-1 CTACTCCTGCCATA-1 CTAGAGACACTTTC-1 CTAGAGACAGCATC-1 CTAGAGACTTTGGG-1
#> "032" "021" "01" "031" "0221"
#> CTAGATCTCTCTAT-1 CTAGATCTTCGACA-1 CTAGGATGAGCCTA-1 CTAGGATGATCGTG-1 CTAGGCCTCTCAGA-1
#> "01" "01" "04" "04" "01"
#> CTAGGTGATGGTTG-1 CTAGTTACCAGAGG-1 CTAGTTACCGCATA-1 CTAGTTACGAAACA-1 CTATAAGATCGTTT-1
#> "0221" "01" "01" "032" "04"
#> CTATACTGAGGTTC-1 CTATACTGCCAGTA-1 CTATACTGCGCTAA-1 CTATACTGCTACGA-1 CTATACTGTCTCAT-1
#> "021" "01" "021" "032" "032"
#> CTATACTGTTCGTT-1 CTATAGCTGTCACA-1 CTATAGCTTCGCTC-1 CTATAGCTTGCCTC-1 CTATCAACGAACTC-1
#> "01" "01" "021" "021" "01"
#> CTATCAACGCAGAG-1 CTATCAACTTTGGG-1 CTATCCCTCCACCT-1 CTATGTACGAGAGC-1 CTATGTACGCTTAG-1
#> "01" "01" "021" "01" "01"
#> CTATGTACTGTTTC-1 CTATGTTGAAAGCA-1 CTATGTTGTCCTCG-1 CTATGTTGTCTCGC-1 CTATTGACAAACGA-1
#> "04" "01" "01" "01" "021"
#> CTATTGACACTGGT-1 CTATTGACGGTGAG-1 CTATTGTGGCAAGG-1 CTCAATTGGTTCAG-1 CTCAATTGGTTGCA-1
#> "0222" "0222" "01" "01" "021"
#> CTCAGAGATAGAAG-1 CTCAGCACTCTAGG-1 CTCAGCACTGAACC-1 CTCAGCACTTGCAG-1 CTCAGCTGAACCTG-1
#> "01" "01" "021" "01" "021"
#> CTCAGCTGCAGTTG-1 CTCAGGCTCGTTGA-1 CTCAGGCTGCTAAC-1 CTCATTGACCTTAT-1 CTCATTGATGCTTT-1
#> "01" "0221" "01" "01" "0222"
#> CTCCACGAGAGATA-1 CTCCATCTCTTAGG-1 CTCCATCTGACGAG-1 CTCCGAACAAGTGA-1 CTCCTACTGCCTTC-1
#> "0222" "01" "01" "0221" "021"
#> CTCGAAGATGTGGT-1 CTCGAAGATTAGGC-1 CTCGACTGCTCTAT-1 CTCGACTGGGTGAG-1 CTCGACTGGTTGAC-1
#> "01" "021" "01" "01" "032"
#> CTCGAGCTCTGGAT-1 CTCGCATGACTTTC-1 CTCGCATGCTTAGG-1 CTCTAAACCTCGAA-1 CTCTAAACGGCGAA-1
#> "032" "01" "01" "01" "01"
#> CTCTAATGTCCAAG-1 CTGAACGACAGTCA-1 CTGAACGATGAGGG-1 CTGAAGACCCAACA-1 CTGAAGACGTGCAT-1
#> "021" "01" "01" "01" "04"
#> CTGAAGTGAAGCCT-1 CTGAAGTGCAGCTA-1 CTGAAGTGGCTATG-1 CTGAAGTGTCCAGA-1 CTGAATCTGAATAG-1
#> "0221" "04" "01" "01" "01"
#> CTGACAGAATCGTG-1 CTGACCACAGCAAA-1 CTGAGAACCGGGAA-1 CTGAGAACGTAAAG-1 CTGATACTAGTAGA-1
#> "031" "01" "01" "032" "01"
#> CTGATTTGGTGTTG-1 CTGCAGCTAACCGT-1 CTGCAGCTGACACT-1 CTGCAGCTGGATTC-1 CTGCAGCTTGGCAT-1
#> "0222" "01" "01" "0222" "01"
#> CTGCCAACAGGAGC-1 CTGCCAACCAGCTA-1 CTGCCAACTAACCG-1 CTGCCAACTGCTCC-1 CTGCCAACTTGCAG-1
#> "01" "01" "021" "031" "01"
#> CTGCCAACTTGCTT-1 CTGCGACTCCACCT-1 CTGGAAACAAACGA-1 CTGGAAACATCGAC-1 CTGGATGACTGGAT-1
#> "01" "031" "031" "01" "031"
#> CTGGATGACTTGTT-1 CTGGATGATGTGAC-1 CTGGCACTCAAGCT-1 CTGTAACTAACCAC-1 CTGTAACTAGCGTT-1
#> "01" "04" "021" "01" "01"
#> CTGTATACGTAAAG-1 CTGTATACGTACGT-1 CTGTATACGTTGGT-1 CTGTGAGACAACCA-1 CTGTGAGACCTTGC-1
#> "01" "0222" "01" "0221" "031"
#> CTGTGAGACGAACT-1 CTGTGAGACTGTAG-1 CTTAAAGAACCTGA-1 CTTAACACCTGTAG-1 CTTAACACTATCGG-1
#> "021" "021" "01" "01" "04"
#> CTTAAGCTACCTAG-1 CTTAAGCTAGTACC-1 CTTAAGCTCATCAG-1 CTTAAGCTCCGCTT-1 CTTACAACTAACGC-1
#> "01" "01" "01" "04" "01"
#> CTTACAACTCCCGT-1 CTTACTGACGTACA-1 CTTAGACTAAACGA-1 CTTAGGGACTTGCC-1 CTTAGGGAGAATCC-1
#> "021" "01" "01" "01" "01"
#> CTTATCGACTCATT-1 CTTCACCTACCTGA-1 CTTCATGAAGCATC-1 CTTCATGAAGTACC-1 CTTCATGACCGAAT-1
#> "01" "0221" "04" "01" "01"
#> CTTGAACTACGCAT-1 CTTGATTGAGGTTC-1 CTTGATTGATCTTC-1 CTTGATTGCATTCT-1 CTTGATTGTTTCGT-1
#> "01" "031" "021" "01" "01"
#> CTTGTATGACACCA-1 CTTGTATGCGCAAT-1 CTTTACGAGCGAAG-1 CTTTAGACCGTGAT-1 CTTTAGACGAGACG-1
#> "04" "04" "01" "01" "01"
#> CTTTAGACGATACC-1 CTTTAGACGTTGGT-1 CTTTAGACTCATTC-1 CTTTAGTGACGGGA-1 CTTTAGTGGGTGGA-1
#> "01" "01" "01" "032" "01"
#> CTTTCAGAGAAACA-1 CTTTGATGAGCACT-1 CTTTGATGTCTAGG-1 CTTTGATGTGTCCC-1 CTTTGATGTGTGGT-1
#> "01" "01" "01" "01" "01"
#> GAAACAGAACTACG-1 GAAACAGAATCACG-1 GAAACAGACATTCT-1 GAAACCTGATCGTG-1 GAAACCTGATGCCA-1
#> "01" "01" "01" "01" "01"
#> GAAACCTGCTTATC-1 GAAACCTGGACTAC-1 GAAACCTGTGCTAG-1 GAAAGATGATTTCC-1 GAAAGATGCTGATG-1
#> "01" "0221" "01" "01" "0221"
#> GAAAGATGCTTCGC-1 GAAAGATGTAAGGA-1 GAAAGCCTACGTTG-1 GAAAGTGAAAGTGA-1 GAAAGTGACCACAA-1
#> "021" "01" "04" "0222" "021"
#> GAAAGTGACTCAAG-1 GAAATACTACCAAC-1 GAAATACTCTTAGG-1 GAAATACTTCCTCG-1 GAACACACGTGCAT-1
#> "01" "021" "04" "031" "0222"
#> GAACACACTGCCTC-1 GAACAGCTAACTGC-1 GAACAGCTCTCAGA-1 GAACCAACCACAAC-1 GAACCAACTTCCGC-1
#> "01" "0221" "0221" "01" "032"
#> GAACCTGAACGTGT-1 GAACCTGAGAGACG-1 GAACCTGATGAACC-1 GAACGGGATACTTC-1 GAACTGTGACCTGA-1
#> "01" "01" "01" "01" "0221"
#> GAACTGTGCCAGTA-1 GAAGAATGCAATCG-1 GAAGCGGACCTATT-1 GAAGCTACGAATGA-1 GAAGCTACGGTTTG-1
#> "021" "01" "0222" "0222" "031"
#> GAAGGGTGAAAGTG-1 GAAGGGTGCTTAGG-1 GAAGGTCTGAAAGT-1 GAAGGTCTGTTGCA-1 GAAGGTCTTAAAGG-1
#> "01" "021" "031" "01" "0222"
#> GAAGTAGACTCCCA-1 GAAGTAGATCCAAG-1 GAAGTCACCCTCGT-1 GAAGTCACCCTGTC-1 GAAGTCTGTCGCAA-1
#> "031" "0221" "021" "04" "04"
#> GAAGTCTGTTCTGT-1 GAAGTGCTAAACGA-1 GAAGTGCTCCGCTT-1 GAAGTGCTTAACCG-1 GAATGCACCCTAAG-1
#> "01" "032" "0222" "01" "01"
#> GAATGCACCTTCGC-1 GAATGCTGCGGTAT-1 GAATTAACGATAAG-1 GAATTAACGGTCAT-1 GAATTAACGTCGTA-1
#> "032" "01" "01" "01" "032"
#> GAATTAACTGAAGA-1 GACAACACAGGCGA-1 GACAACACATCGTG-1 GACAACACTCGCCT-1 GACAACTGAGGTTC-1
#> "04" "01" "01" "01" "01"
#> GACAGGGAAGAGTA-1 GACAGGGAATGCCA-1 GACAGTACGAGCTT-1 GACAGTACTTCGGA-1 GACAGTTGAGTAGA-1
#> "04" "01" "0221" "0221" "04"
#> GACATTCTCCACCT-1 GACCAAACGACTAC-1 GACCAAACGTATCG-1 GACCCTACTAAAGG-1 GACCTAGACCTCAC-1
#> "0222" "021" "021" "04" "01"
#> GACCTAGACGAGAG-1 GACCTCACAAGGTA-1 GACCTCACGTACGT-1 GACCTCTGCATCAG-1 GACGAACTCCCACT-1
#> "01" "01" "0222" "01" "01"
#> GACGATTGCCAATG-1 GACGCCGACCTTCG-1 GACGCTCTCTCTCG-1 GACGGCACACGGGA-1 GACGGCACGAGATA-1
#> "04" "01" "032" "032" "0222"
#> GACGTAACCTATGG-1 GACGTAACCTGTGA-1 GACGTAACTATGGC-1 GACGTATGTTGACG-1 GACGTATGTTTGCT-1
#> "01" "01" "01" "01" "01"
#> GACGTCCTACGGAG-1 GACGTCCTCTCAAG-1 GACGTCCTGATAAG-1 GACTACGATGGTCA-1 GACTCCTGCTCGCT-1
#> "01" "021" "04" "04" "01"
#> GACTCCTGGGTTAC-1 GACTCCTGTTATCC-1 GACTCCTGTTGGTG-1 GACTGAACCAATCG-1 GACTGATGTGATGC-1
#> "01" "01" "021" "021" "01"
#> GACTTTACATGCCA-1 GACTTTACGACAGG-1 GAGAAATGTTCTCA-1 GAGATAGAAAAAGC-1 GAGATCACGACAAA-1
#> "01" "04" "04" "0222" "0221"
#> GAGATGCTCTGGAT-1 GAGATGCTGAATGA-1 GAGCAGGATTCCCG-1 GAGCATACTTTGCT-1 GAGCGCACGCGTAT-1
#> "031" "01" "031" "0221" "021"
#> GAGCGCACGGTGAG-1 GAGCGCTGAAGATG-1 GAGCGCTGTCTTAC-1 GAGCGGCTGGGAGT-1 GAGGACGACTCAGA-1
#> "01" "032" "021" "04" "01"
#> GAGGATCTGAAAGT-1 GAGGCAGACTTGCC-1 GAGGGAACACCAGT-1 GAGGGAACGAGGGT-1 GAGGGATGGGAAAT-1
#> "04" "031" "01" "01" "01"
#> GAGGGCCTTCACCC-1 GAGGGTGAAGAGTA-1 GAGGTACTACGGTT-1 GAGGTACTACTCAG-1 GAGGTACTGACACT-1
#> "01" "01" "01" "021" "032"
#> GAGGTACTGGGAGT-1 GAGGTACTTAGCGT-1 GAGGTGGAGTACGT-1 GAGGTGGATCCTCG-1 GAGGTTACTCGTTT-1
#> "01" "0222" "01" "032" "0222"
#> GAGGTTTGTAAGCC-1 GAGTCAACCATTCT-1 GAGTCAACGGGAGT-1 GAGTCTGATCGTGA-1 GAGTCTGATTTGGG-1
#> "021" "01" "01" "01" "04"
#> GAGTGACTCAGCTA-1 GAGTGACTCGGTAT-1 GAGTGACTCTTGCC-1 GAGTGACTGACTAC-1 GAGTGACTGTCTAG-1
#> "031" "031" "04" "04" "01"
#> GAGTGGGAGTCTTT-1 GAGTGGGATGCCCT-1 GAGTGGGATGCTGA-1 GAGTGTTGCTGTAG-1 GAGTGTTGTGGTCA-1
#> "04" "01" "04" "01" "01"
#> GAGTTGTGCATGGT-1 GAGTTGTGCTGAGT-1 GAGTTGTGGCGAGA-1 GAGTTGTGGTAGCT-1 GAGTTGTGTATGCG-1
#> "021" "031" "021" "032" "0221"
#> GATAAGGAGAAACA-1 GATAAGGATTCACT-1 GATACTCTATCGGT-1 GATACTCTTACTTC-1 GATACTCTTGACTG-1
#> "021" "021" "01" "01" "021"
#> GATAGAGAAGGGTG-1 GATAGAGACTGTGA-1 GATAGAGATCACGA-1 GATAGCACCCATAG-1 GATAGCACGAAGGC-1
#> "031" "01" "021" "01" "0222"
#> GATAGCACTTGTCT-1 GATATAACAAGGTA-1 GATATAACACGCAT-1 GATATATGCTGGAT-1 GATATATGTCCGTC-1
#> "01" "01" "01" "01" "031"
#> GATATATGTGGAGG-1 GATATCCTAGAAGT-1 GATATCCTCCCGTT-1 GATATTGACAGGAG-1 GATATTGACGAGTT-1
#> "021" "01" "021" "031" "0221"
#> GATATTGAGCCAAT-1 GATCCCTGACCTTT-1 GATCCCTGTGTAGC-1 GATCCGCTGGTCAT-1 GATCGAACCGAGAG-1
#> "01" "032" "031" "021" "01"
#> GATCGATGACTAGC-1 GATCGATGGTAAAG-1 GATCGATGTAAGGA-1 GATCGTGACACTAG-1 GATCGTGATTCACT-1
#> "04" "04" "021" "01" "01"
#> GATCTACTGGTGAG-1 GATCTACTTTGCAG-1 GATCTTACACCCAA-1 GATCTTACCCTACC-1 GATCTTACGAATAG-1
#> "01" "04" "0221" "01" "021"
#> GATCTTACGAGATA-1 GATGCAACTCCAGA-1 GATGCCCTACGTAC-1 GATGCCCTCTCATT-1 GATGCCCTGGCAAG-1
#> "021" "01" "01" "01" "021"
#> GATGCCCTTTTGCT-1 GATTACCTTGTTCT-1 GATTCGGAACGACT-1 GATTCGGACAGGAG-1 GATTCGGAGAAGGC-1
#> "01" "01" "01" "0222" "0221"
#> GATTCTTGATTCGG-1 GATTCTTGCCGATA-1 GATTCTTGCGAGTT-1 GATTGGACCCGTTC-1 GATTGGACGGTGTT-1
#> "0222" "01" "04" "04" "04"
#> GATTGGACTTTCGT-1 GATTGGTGTGTCAG-1 GATTTAGACACTCC-1 GATTTAGACTAAGC-1 GATTTAGATTCGTT-1
#> "04" "01" "0221" "04" "021"
#> GATTTGCTAACGAA-1 GATTTGCTAACGGG-1 GCAACCCTCCTCGT-1 GCAACTGATTGCGA-1 GCAAGACTACTGGT-1
#> "01" "021" "021" "01" "01"
#> GCAAGACTAGGTCT-1 GCAAGACTCCCTTG-1 GCAATCGACTGCAA-1 GCAATCGAGACGTT-1 GCAATCGATCCTTA-1
#> "01" "01" "01" "0222" "021"
#> GCAATTCTCGTGTA-1 GCAATTCTTCTCCG-1 GCACAAACAATGCC-1 GCACAAACGGTACT-1 GCACAATGGTGCAT-1
#> "01" "01" "01" "01" "021"
#> GCACACCTGTGCTA-1 GCACCACTCATGAC-1 GCACCACTGTTTGG-1 GCACCACTTCCTTA-1 GCACCACTTTCGGA-1
#> "032" "021" "021" "032" "021"
#> GCACCTACGCGATT-1 GCACCTTGGCTGTA-1 GCACCTTGGGGAGT-1 GCACGGACCAGCTA-1 GCACGGTGACCTCC-1
#> "01" "01" "0222" "01" "01"
#> GCACGGTGCTATGG-1 GCACTAGAACGGGA-1 GCACTAGAAGATGA-1 GCACTAGACCTTTA-1 GCACTAGACGTAAC-1
#> "0222" "01" "04" "0221" "04"
#> GCACTAGAGTCGTA-1 GCACTAGATGCAAC-1 GCACTGCTGAGGCA-1 GCAGATACAGCGTT-1 GCAGATACGACGGA-1
#> "031" "01" "01" "01" "01"
#> GCAGATACGCAGAG-1 GCAGCCGACAGTCA-1 GCAGCGTGCACTCC-1 GCAGCTCTCAATCG-1 GCAGCTCTGTTTCT-1
#> "01" "01" "01" "01" "01"
#> GCAGGGCTAAGAAC-1 GCAGGGCTAAGGGC-1 GCAGGGCTATCGAC-1 GCAGGGCTTGGGAG-1 GCAGTCCTAACTGC-1
#> "01" "01" "032" "031" "01"
#> GCAGTCCTCTCTTA-1 GCATCAGATGCGTA-1 GCATGTGACAAGCT-1 GCATTGGAGAAGGC-1 GCCAAAACGAGGCA-1
#> "01" "01" "01" "01" "031"
#> GCCAAATGATCGAC-1 GCCAACCTACGGTT-1 GCCAACCTCGCCTT-1 GCCACGGAGGCGAA-1 GCCACGGATACTGG-1
#> "01" "01" "01" "021" "01"
#> GCCACTACGTCTTT-1 GCCCAACTACCGAT-1 GCCCAACTATGGTC-1 GCCCATACAGCGTT-1 GCCGACGAACTCTT-1
#> "01" "01" "031" "031" "0222"
#> GCCGAGTGCGTTGA-1 GCCGGAACGAACTC-1 GCCGGAACGTTCTT-1 GCCGGAACTGCACA-1 GCCGGAACTTACTC-1
#> "01" "031" "032" "032" "01"
#> GCCGTACTACCTGA-1 GCCGTACTGGCAAG-1 GCCTACACAGTTCG-1 GCCTACACCACTGA-1 GCCTACACCTTGAG-1
#> "01" "021" "032" "0221" "01"
#> GCCTAGCTACGGAG-1 GCCTAGCTCTATTC-1 GCCTAGCTTCTCAT-1 GCCTAGCTTCTCTA-1 GCCTCAACCATGGT-1
#> "04" "01" "01" "0221" "01"
#> GCCTCAACTCTTTG-1 GCCTCATGTCTTAC-1 GCCTGACTCTCAAG-1 GCGAAGGAACTCTT-1 GCGAAGGATGCCAA-1
#> "031" "01" "021" "01" "01"
#> GCGAGAGAGGGACA-1 GCGAGCACTGTCGA-1 GCGAGCACTTGACG-1 GCGAGCACTTGCTT-1 GCGATATGGTACGT-1
#> "01" "04" "01" "021" "01"
#> GCGATATGGTGTTG-1 GCGCACGAAGTCGT-1 GCGCACGACTTTAC-1 GCGCATCTAGGTCT-1 GCGCATCTGGTTAC-1
#> "01" "01" "021" "01" "01"
#> GCGCATCTTCGATG-1 GCGCATCTTGCTCC-1 GCGCATCTTTCTAC-1 GCGCGAACGTTCTT-1 GCGCGATGAACGGG-1
#> "01" "032" "01" "04" "01"
#> GCGCGATGGTGCAT-1 GCGGAGCTCCTGAA-1 GCGGCAACCCGATA-1 GCGGCAACGGAGGT-1 GCGGCAACTGTCGA-1
#> "032" "01" "01" "04" "021"
#> GCGTAAACACGGTT-1 GCGTAATGCACCAA-1 GCGTATGAACACCA-1 GCGTATGATGAGAA-1 GCTACAGAAAGGTA-1
#> "0222" "0221" "01" "0222" "01"
#> GCTACAGAATCTTC-1 GCTACCTGAGAAGT-1 GCTACCTGATCACG-1 GCTACGCTAGAATG-1 GCTACGCTAGCTAC-1
#> "04" "021" "01" "01" "01"
#> GCTACGCTCCCTAC-1 GCTAGAACAGAGGC-1 GCTAGAACGGATCT-1 GCTAGAACTCCCGT-1 GCTAGATGAGCTCA-1
#> "01" "04" "01" "01" "021"
#> GCTAGATGGCGATT-1 GCTATACTAAGGCG-1 GCTATACTAGCGTT-1 GCTATACTCTCTTA-1 GCTATACTGGACGA-1
#> "031" "01" "031" "01" "01"
#> GCTCAAGAACCATG-1 GCTCAAGAAGTCAC-1 GCTCAGCTGTCTAG-1 GCTCCATGAGAAGT-1 GCTCCATGCCGAAT-1
#> "0222" "0222" "01" "031" "01"
#> GCTCGACTCTAGTG-1 GCTGATGAGGTATC-1 GCTTAACTACAGTC-1 GCTTAACTACTGGT-1 GCTTAACTGCTGAT-1
#> "021" "021" "021" "031" "01"
#> GCTTAACTTAGACC-1 GCTTAACTTCAGTG-1 GGAACACTCACTTT-1 GGAACACTTCAGAC-1 GGAACTACTACTTC-1
#> "021" "01" "021" "032" "01"
#> GGAACTTGAAGGTA-1 GGAACTTGAGAATG-1 GGAACTTGCTCCAC-1 GGAACTTGGGTAGG-1 GGAAGGACATCGGT-1
#> "0222" "01" "021" "04" "021"
#> GGAAGGACCACTAG-1 GGAAGGACGAGGGT-1 GGAAGGACGCGAAG-1 GGAAGGTGGCGAGA-1 GGAATCTGAAGGGC-1
#> "01" "01" "01" "032" "01"
#> GGAATCTGAGGAGC-1 GGAATCTGCTTAGG-1 GGAATCTGCTTGTT-1 GGAATCTGGGAGGT-1 GGAATGCTTTCTAC-1
#> "01" "04" "021" "01" "01"
#> GGACAGGAAAGGGC-1 GGACAGGAGTGCTA-1 GGACAGGATCTCGC-1 GGACCCGAAGCTAC-1 GGACCGTGCTTACT-1
#> "01" "04" "01" "0222" "021"
#> GGACCGTGGGAACG-1 GGACCGTGTAACGC-1 GGACCTCTGTAAGA-1 GGACCTCTTTTCTG-1 GGACGAGAGTGTCA-1
#> "0222" "01" "021" "031" "021"
#> GGACGCTGACGCAT-1 GGACGCTGCTAGCA-1 GGACGCTGTCCTCG-1 GGAGAGACGTGAGG-1 GGAGCAGATTCAGG-1
#> "01" "01" "032" "01" "04"
#> GGAGCCACCTTCTA-1 GGAGCGCTACGCAT-1 GGAGCGCTCCGAAT-1 GGAGGATGCCACCT-1 GGAGGATGGTTGAC-1
#> "04" "0222" "01" "01" "021"
#> GGAGGATGTCAGTG-1 GGAGGCCTCGTTGA-1 GGAGGCCTTTCTTG-1 GGAGGTGATACGCA-1 GGAGGTGATCGCTC-1
#> "021" "032" "01" "01" "01"
#> GGATACTGCAGCTA-1 GGATACTGTCTAGG-1 GGATAGCTCGTCTC-1 GGATAGCTCTGAAC-1 GGATGTACCAAAGA-1
#> "01" "01" "01" "01" "04"
#> GGATGTACGCGAAG-1 GGATGTACGTCTTT-1 GGATGTACGTGTCA-1 GGATTTCTAGGTTC-1 GGATTTCTTTGTCT-1
#> "01" "021" "031" "01" "0222"
#> GGCAAGGAAAAAGC-1 GGCAAGGAAGAAGT-1 GGCAAGGACTTGGA-1 GGCAAGGAGGACTT-1 GGCAATACGCTAAC-1
#> "032" "01" "021" "01" "04"
#> GGCAATACGGCATT-1 GGCAATACGTTTCT-1 GGCACGTGGCTTAG-1 GGCACTCTTTTGTC-1 GGCATATGCTTATC-1
#> "01" "04" "0221" "01" "032"
#> GGCATATGGGGAGT-1 GGCATATGTGTGAC-1 GGCCACGACAGAGG-1 GGCCAGACTGGTTG-1 GGCCCAGAAAGTAG-1
#> "032" "01" "01" "01" "021"
#> GGCCGAACAACGAA-1 GGCCGAACGCAGAG-1 GGCCGAACGTAGGG-1 GGCCGAACTCTAGG-1 GGCCGATGCAGGAG-1
#> "01" "01" "01" "032" "01"
#> GGCCGATGCCGAAT-1 GGCCGATGTACTCT-1 GGCGACACTGCCCT-1 GGCGACTGCGTAAC-1 GGCGCATGCCTAAG-1
#> "01" "01" "031" "01" "0221"
#> GGCGCATGCTCCAC-1 GGCGCATGTGGAAA-1 GGCGGACTAGAGGC-1 GGCGGACTAGGAGC-1 GGCGGACTCTGACA-1
#> "01" "01" "01" "031" "01"
#> GGCGGACTCTTGGA-1 GGCGGACTTACTGG-1 GGCGGACTTGAACC-1 GGCTAAACACCTGA-1 GGCTAAACTCTTAC-1
#> "031" "01" "01" "031" "01"
#> GGCTAATGAGCACT-1 GGCTAATGGTCTAG-1 GGCTCACTACTCAG-1 GGGAACGAAGCTCA-1 GGGAACGACACAAC-1
#> "031" "01" "021" "0221" "04"
#> GGGAACGAGTGTCA-1 GGGAAGTGTTGAGC-1 GGGACCACACGTTG-1 GGGACCACAGAACA-1 GGGACCACGAATAG-1
#> "021" "021" "031" "01" "01"
#> GGGACCACGTCATG-1 GGGACCACTCAAGC-1 GGGACCACTCGTGA-1 GGGACCACTGCATG-1 GGGACCTGACCCTC-1
#> "01" "01" "01" "01" "021"
#> GGGACCTGCTTGCC-1 GGGACCTGTGGAGG-1 GGGATGGACGACAT-1 GGGATGGATACTTC-1 GGGATGGATGGTTG-1
#> "01" "04" "04" "01" "021"
#> GGGATTACGTCTAG-1 GGGCAAGATGCATG-1 GGGCACACGGTGAG-1 GGGCACACGTTGCA-1 GGGCAGCTTGGGAG-1
#> "01" "021" "0221" "01" "01"
#> GGGCAGCTTTTCTG-1 GGGCCAACCTTGGA-1 GGGCCAACGCGTTA-1 GGGCCAACTACGCA-1 GGGCCAACTCCAAG-1
#> "01" "0222" "04" "021" "04"
#> GGGCCATGATGGTC-1 GGGCCATGTTGACG-1 GGGTAACTCAGCTA-1 GGGTAACTCTAGTG-1 GGGTAACTCTGGAT-1
#> "01" "01" "01" "04" "01"
#> GGGTTAACGTGCAT-1 GGTAAAGAGCTAAC-1 GGTACAACTGCAAC-1 GGTACATGAAAGCA-1 GGTACATGAGCTCA-1
#> "032" "031" "01" "04" "01"
#> GGTACATGCGGTAT-1 GGTACATGGTTACG-1 GGTACATGTGGGAG-1 GGTACTGAACTCTT-1 GGTAGTACACCACA-1
#> "01" "01" "01" "021" "01"
#> GGTAGTACACTAGC-1 GGTAGTACCCTGTC-1 GGTAGTACGCCATA-1 GGTAGTACTGTCTT-1 GGTATCGAGACAAA-1
#> "021" "01" "021" "01" "021"
#> GGTATCGATGAACC-1 GGTCAAACCAAAGA-1 GGTCTAGAGAAACA-1 GGTCTAGATAGCGT-1 GGTGATACCGACTA-1
#> "04" "01" "021" "0222" "04"
#> GGTGATACGACTAC-1 GGTGATACTGTTTC-1 GGTGGAGAAACGGG-1 GGTGGAGAAGTAGA-1 GGTGGAGACAGATC-1
#> "021" "01" "031" "01" "032"
#> GGTGGAGATCGATG-1 GGTGGAGATCTCTA-1 GGTGGAGATTACTC-1 GGTTTACTACGCAT-1 GTAACGTGACCTCC-1
#> "01" "021" "031" "031" "0222"
#> GTAACGTGATCGGT-1 GTAACGTGCAGCTA-1 GTAACGTGGTTGAC-1 GTAAGCACAACGGG-1 GTAAGCACTCATTC-1
#> "04" "04" "04" "01" "04"
#> GTAAGCTGGTACCA-1 GTAATAACCTTCTA-1 GTAATAACGTTGTG-1 GTACCCTGACAGTC-1 GTACCCTGGAGCTT-1
#> "021" "021" "01" "0221" "01"
#> GTACCCTGTCCTTA-1 GTACCCTGTGAACC-1 GTACGTGAACGTTG-1 GTACTTTGTCGACA-1 GTAGACTGAGATGA-1
#> "031" "01" "031" "01" "021"
#> GTAGACTGTATTCC-1 GTAGCAACAGTCGT-1 GTAGCAACCATTTC-1 GTAGCAACGGTAGG-1 GTAGCATGCACTCC-1
#> "01" "021" "04" "021" "04"
#> GTAGCATGTAAGCC-1 GTAGCCCTGACGTT-1 GTAGCTGAAGCTAC-1 GTAGCTGAATTCGG-1 GTAGGTACACGGGA-1
#> "021" "01" "0221" "01" "021"
#> GTAGTGACCTCATT-1 GTAGTGTGAGCGGA-1 GTAGTGTGAGGCGA-1 GTAGTGTGTGGTTG-1 GTATCACTGGTAGG-1
#> "01" "032" "021" "01" "021"
#> GTATCTACAGAAGT-1 GTATCTACGACGAG-1 GTATCTACGTTACG-1 GTATTAGAAACAGA-1 GTATTAGAGGTCTA-1
#> "031" "031" "01" "031" "01"
#> GTATTCACACAGCT-1 GTATTCACGGGTGA-1 GTCAACGACACTGA-1 GTCAACGAGTGTAC-1 GTCAATCTACACCA-1
#> "01" "031" "01" "021" "01"
#> GTCAATCTGTAGCT-1 GTCAATCTTGTGGT-1 GTCACCTGCCTCCA-1 GTCACCTGTCCCGT-1 GTCATACTAATCGC-1
#> "031" "01" "01" "01" "04"
#> GTCATACTGCGATT-1 GTCATACTTCGCCT-1 GTCATACTTTACCT-1 GTCATACTTTGACG-1 GTCCAAGAAAAACG-1
#> "032" "032" "031" "01" "01"
#> GTCCACTGACCTCC-1 GTCCACTGGGTACT-1 GTCCAGCTACGGGA-1 GTCCCATGTGGTGT-1 GTCGAATGAAGGCG-1
#> "01" "0221" "01" "0222" "0222"
#> GTCGACCTGAATGA-1 GTCGACCTGTTCAG-1 GTCGCACTTGAGAA-1 GTCTAACTGGTCTA-1 GTCTAGGAGCTTCC-1
#> "032" "01" "04" "0221" "021"
#> GTGAACACACTCTT-1 GTGAACACTCAGGT-1 GTGACCCTTAAGCC-1 GTGATGACAAGTGA-1 GTGATGACCTGAGT-1
#> "01" "01" "01" "01" "04"
#> GTGATGACGGTTTG-1 GTGATTCTCATTTC-1 GTGATTCTCTCTCG-1 GTGATTCTGGTTCA-1 GTGATTCTGTCGAT-1
#> "01" "01" "021" "032" "01"
#> GTGATTCTTAGCGT-1 GTGCCACTCAGGAG-1 GTGGATTGCACTAG-1 GTGGATTGCGGAGA-1 GTGGATTGTAACGC-1
#> "04" "01" "0221" "01" "01"
#> GTGTACGATCAGTG-1 GTGTAGTGGGTACT-1 GTGTATCTAGCCTA-1 GTGTATCTAGTAGA-1 GTGTATCTGTTACG-1
#> "01" "01" "04" "031" "04"
#> GTGTCAGAAGCGTT-1 GTTAAAACCGAGAG-1 GTTAAATGCTCGAA-1 GTTAAATGTCGACA-1 GTTAACCTAGCTAC-1
#> "031" "032" "01" "04" "01"
#> GTTAACCTTGCTTT-1 GTTAGGTGCACTCC-1 GTTAGGTGCCAGTA-1 GTTAGGTGCCCAAA-1 GTTAGGTGGAACTC-1
#> "0222" "01" "0222" "0221" "04"
#> GTTAGTCTAAGAAC-1 GTTATAGAGGACAG-1 GTTATGCTTTCATC-1 GTTCAACTGGGACA-1 GTTCAACTTATGCG-1
#> "01" "01" "01" "032" "01"
#> GTTGACGAGCCCTT-1 GTTGACGATATCGG-1 GTTGAGTGGTCTTT-1 GTTGAGTGTGCTTT-1 GTTGATCTGGGACA-1
#> "031" "032" "0222" "01" "01"
#> GTTGATCTTTTCAC-1 GTTGGATGTTTACC-1 GTTGTACTATTCCT-1 GTTGTACTTTTGGG-1 GTTTAAGACCATGA-1
#> "031" "0221" "0222" "01" "021"
#> GTTTAAGACTGTCC-1 TAAACAACCAACCA-1 TAAACAACGAATCC-1 TAAAGACTCAGGAG-1 TAAATCGATGAGGG-1
#> "031" "01" "04" "01" "01"
#> TAACAATGTGCCCT-1 TAACACCTTCGCTC-1 TAACACCTTCGTAG-1 TAACACCTTGTTTC-1 TAACATGACACTAG-1
#> "04" "021" "0222" "032" "04"
#> TAACCGGACTTACT-1 TAACGTCTCAACCA-1 TAACGTCTCATTGG-1 TAACTAGAATTTCC-1 TAACTAGACTTAGG-1
#> "01" "021" "01" "01" "01"
#> TAACTAGATCTGGA-1 TAACTCACGAGGAC-1 TAACTCACGTACAC-1 TAACTCACGTATCG-1 TAACTCACTCTACT-1
#> "01" "021" "04" "021" "032"
#> TAAGAACTGTGTCA-1 TAAGAGGACTAAGC-1 TAAGAGGACTTGTT-1 TAAGATACGGTTCA-1 TAAGATTGCGTAGT-1
#> "021" "04" "032" "021" "01"
#> TAAGATTGTTGCTT-1 TAAGCGTGAGGTTC-1 TAAGCGTGGACAAA-1 TAAGCGTGGGAAAT-1 TAAGCGTGTGCTCC-1
#> "01" "021" "0222" "01" "0221"
#> TAAGGCTGCCATGA-1 TAAGGCTGCTGCTC-1 TAAGGCTGTCTCGC-1 TAAGGGCTGCTGTA-1 TAAGGGCTTTACTC-1
#> "01" "01" "0222" "031" "01"
#> TAAGTAACCGAGAG-1 TAAGTAACCTCCAC-1 TAAGTAACCTGTAG-1 TAAGTAACTTGTCT-1 TAATGATGAGCGGA-1
#> "04" "04" "01" "01" "01"
#> TAATGCCTCATGAC-1 TAATGCCTCGTCTC-1 TAATGTGAAGATGA-1 TAATGTGACTGCAA-1 TAATGTGATTACTC-1
#> "01" "032" "01" "0222" "01"
#> TACAAATGGGTACT-1 TACAATGAAAACAG-1 TACAATGACTTAGG-1 TACAATGATGCTAG-1 TACACACTCACACA-1
#> "01" "021" "01" "01" "01"
#> TACACACTCTTACT-1 TACATAGAACGCAT-1 TACATCACACGGGA-1 TACATCACCTGTTT-1 TACATCACGCTAAC-1
#> "01" "01" "01" "0221" "04"
#> TACATCACTGAACC-1 TACCATTGAGGTTC-1 TACCATTGCGGGAA-1 TACCATTGGGGATG-1 TACCATTGTGAGGG-1
#> "0221" "01" "021" "021" "021"
#> TACCGGCTGTTGGT-1 TACGAGTGATCTCT-1 TACGAGTGATGCTG-1 TACGAGTGCGGAGA-1 TACGAGTGGTTGGT-1
#> "01" "01" "0222" "01" "01"
#> TACGATCTAGTGTC-1 TACGATCTCACTGA-1 TACGATCTTACGAC-1 TACGCAGAGAATCC-1 TACGCCACATTCCT-1
#> "01" "0222" "031" "031" "01"
#> TACGCCACTCCCAC-1 TACGCCACTCCGAA-1 TACGGAACGCGTTA-1 TACGGCCTGGGACA-1 TACGTACTACGGAG-1
#> "0221" "04" "04" "032" "01"
#> TACGTACTCAGTTG-1 TACGTACTCCCGTT-1 TACGTTACAGAAGT-1 TACGTTACCAAGCT-1 TACTAAGAAAGGTA-1
#> "01" "04" "01" "021" "04"
#> TACTAAGAATCACG-1 TACTAAGATGATGC-1 TACTAAGATTGCGA-1 TACTACACGAGAGC-1 TACTACACTTACCT-1
#> "01" "021" "01" "01" "04"
#> TACTACTGAACCTG-1 TACTACTGATGTCG-1 TACTACTGATTCTC-1 TACTACTGTATGGC-1 TACTCAACGGTCTA-1
#> "021" "032" "01" "01" "021"
#> TACTCAACTGCTAG-1 TACTCCCTCAGTTG-1 TACTCTGAATCGAC-1 TACTCTGACGAGTT-1 TACTCTGATTGACG-1
#> "04" "01" "032" "01" "04"
#> TACTGGGATCGATG-1 TACTGTTGAAAGCA-1 TACTGTTGAGGCGA-1 TACTGTTGCTGAAC-1 TACTTGACTCCTCG-1
#> "01" "01" "032" "04" "031"
#> TACTTGACTGGTGT-1 TACTTTCTTTTGGG-1 TAGAAACTAATCGC-1 TAGAAACTGCTTCC-1 TAGAAACTGGGATG-1
#> "04" "01" "01" "021" "032"
#> TAGAATTGCGACAT-1 TAGAATTGTATCGG-1 TAGACGTGCTTGAG-1 TAGACGTGTCGCTC-1 TAGAGCACCTTACT-1
#> "01" "01" "01" "01" "04"
#> TAGATTGACTTGTT-1 TAGATTGAGGCATT-1 TAGCATCTCAGCTA-1 TAGCATCTCCCTCA-1 TAGCATCTGCTGTA-1
#> "04" "01" "032" "01" "0221"
#> TAGCATCTGGGACA-1 TAGCATCTTGTCGA-1 TAGCCCACAAAAGC-1 TAGCCCACAGCCAT-1 TAGCCCACAGCTAC-1
#> "01" "01" "01" "031" "032"
#> TAGCCCACCCACAA-1 TAGCCCTGCGGAGA-1 TAGCCGCTTACGAC-1 TAGCCGCTTACTTC-1 TAGCCGCTTTCCAT-1
#> "01" "01" "01" "031" "0222"
#> TAGCTACTGAATAG-1 TAGCTACTGTAGCT-1 TAGCTACTTTTGCT-1 TAGGACTGTGCTGA-1 TAGGAGCTAAGGCG-1
#> "04" "01" "01" "01" "04"
#> TAGGAGCTGAGGGT-1 TAGGAGCTTGCATG-1 TAGGCAACCGTCTC-1 TAGGCATGCTCTCG-1 TAGGCATGGCGAGA-1
#> "01" "04" "04" "032" "031"
#> TAGGCTGATGCCTC-1 TAGGGACTGAACTC-1 TAGGTCGACACTGA-1 TAGGTCGAGGATCT-1 TAGGTGACACACTG-1
#> "021" "032" "01" "04" "01"
#> TAGGTGACACGTTG-1 TAGGTGTGTTCTGT-1 TAGGTTCTGAAGGC-1 TAGGTTCTTCTTAC-1 TAGGTTCTTGCTGA-1
#> "04" "031" "01" "0221" "021"
#> TAGTAAACCTCGCT-1 TAGTAAACGTCACA-1 TAGTAATGAGATCC-1 TAGTACCTAAGAAC-1 TAGTATGATCTTAC-1
#> "01" "01" "01" "021" "04"
#> TAGTATGATTCTCA-1 TAGTCTTGGCTGTA-1 TAGTCTTGGGACTT-1 TAGTCTTGTGGAAA-1 TAGTGGTGAAGTGA-1
#> "01" "01" "01" "031" "032"
#> TAGTTAGAACCACA-1 TAGTTAGATGAACC-1 TATAAGACAACAGA-1 TATAAGACAGCTCA-1 TATAAGTGACACCA-1
#> "032" "01" "01" "0221" "0221"
#> TATAAGTGTATCGG-1 TATAAGTGTGGTGT-1 TATACAGAACCCTC-1 TATACAGAAGAACA-1 TATACAGATCCAGA-1
#> "021" "0221" "01" "01" "01"
#> TATACCACCTGATG-1 TATACGCTACCAAC-1 TATAGATGGACGGA-1 TATAGATGTTCCGC-1 TATCCAACCAGCTA-1
#> "04" "01" "01" "0221" "021"
#> TATCCAACTCTCTA-1 TATCGACTACTAGC-1 TATCGACTCGATAC-1 TATCGTACAGATGA-1 TATCGTACATTCCT-1
#> "031" "01" "0221" "01" "021"
#> TATCTCGAGAGATA-1 TATCTGACAGGTTC-1 TATCTGACTGTTTC-1 TATCTTCTAAACAG-1 TATGAATGGAGGAC-1
#> "01" "031" "01" "01" "032"
#> TATGAATGTTTGCT-1 TATGCGGATAACCG-1 TATGGGTGCATCAG-1 TATGGGTGCTAGCA-1 TATGGTCTCTACCC-1
#> "0221" "01" "032" "04" "01"
#> TATGTCACGGAACG-1 TATGTCACTAACCG-1 TATGTCACTTCTCA-1 TATGTGCTCCGATA-1 TATGTGCTGGATTC-1
#> "04" "0222" "04" "021" "01"
#> TATTGCTGAAGAAC-1 TATTGCTGCCGTTC-1 TATTGCTGTCTGGA-1 TATTGCTGTGCACA-1 TATTTCCTATTGGC-1
#> "021" "04" "01" "01" "021"
#> TATTTCCTGGAGGT-1 TATTTCCTGGTGTT-1 TCAACACTGTTTGG-1 TCAAGGACAGCGTT-1 TCAAGGACATTCTC-1
#> "032" "01" "032" "01" "031"
#> TCAAGGACGGTGTT-1 TCAATCACACTCTT-1 TCAATCACAGTCGT-1 TCACAACTATGTGC-1 TCACAACTTTGCTT-1
#> "021" "031" "0221" "01" "021"
#> TCACATACACTTTC-1 TCACATACAGGGTG-1 TCACCCGAGACGGA-1 TCACCGTGCTCGCT-1 TCACCTCTACGACT-1
#> "01" "01" "0222" "0221" "031"
#> TCACCTCTTCCAAG-1 TCACGAGAGGAGGT-1 TCACTATGGGGCAA-1 TCACTATGGTTGTG-1 TCAGACGACGCTAA-1
#> "0221" "04" "031" "04" "01"
#> TCAGACGACGTTAG-1 TCAGAGACTCCAGA-1 TCAGCAGACTCCAC-1 TCAGCGCTCTAGTG-1 TCAGCGCTGGATCT-1
#> "032" "01" "01" "01" "04"
#> TCAGCGCTGGTATC-1 TCAGGATGAAGTAG-1 TCAGGATGCCTTTA-1 TCAGTGGAAGATCC-1 TCAGTTACCTACGA-1
#> "01" "01" "0221" "031" "021"
#> TCAGTTACTAGAAG-1 TCATCAACCCGATA-1 TCATCAACTGTTCT-1 TCATCATGCAGTTG-1 TCATCCCTTACTGG-1
#> "01" "01" "0222" "01" "01"
#> TCATTCGATACAGC-1 TCCACGTGGAAACA-1 TCCACTCTACACTG-1 TCCACTCTGAGCTT-1 TCCACTCTTACTTC-1
#> "0221" "01" "01" "021" "04"
#> TCCATAACAAAGTG-1 TCCATAACCGTAGT-1 TCCATAACGATGAA-1 TCCATAACTACGCA-1 TCCATCCTCCCTAC-1
#> "01" "04" "01" "01" "031"
#> TCCCACGATCATTC-1 TCCCATCTCAAAGA-1 TCCCGAACACAGTC-1 TCCCGAACTTCGCC-1 TCCCGATGAGATCC-1
#> "01" "021" "032" "0221" "01"
#> TCCCGATGCCTGAA-1 TCCCTACTCAACTG-1 TCCGAAGACAATCG-1 TCCGAAGACGTTAG-1 TCCGGACTGAGGTG-1
#> "021" "04" "021" "01" "01"
#> TCCGGACTGTACGT-1 TCCTAAACATCGAC-1 TCCTAAACCGAGAG-1 TCCTAAACCGCATA-1 TCCTAATGGTTTGG-1
#> "01" "01" "01" "032" "031"
#> TCCTACCTGTCGTA-1 TCCTATGAAAAGCA-1 TCGAATCTCTGGTA-1 TCGACCTGCCGATA-1 TCGACGCTTCTATC-1
#> "01" "031" "031" "0221" "021"
#> TCGACGCTTTGACG-1 TCGAGAACGACAGG-1 TCGAGAACGTTAGC-1 TCGAGCCTATCAGC-1 TCGAGCCTGCGAGA-1
#> "01" "01" "031" "04" "01"
#> TCGAGCCTTGTGAC-1 TCGATACTATTCCT-1 TCGATACTTGCACA-1 TCGATTTGATGCCA-1 TCGATTTGCACTCC-1
#> "01" "01" "01" "021" "01"
#> TCGATTTGCAGCTA-1 TCGATTTGCCTACC-1 TCGATTTGTCGTGA-1 TCGCAGCTAGATCC-1 TCGCCATGAGACTC-1
#> "032" "021" "04" "01" "01"
#> TCGCCATGTGGTCA-1 TCGGACCTAACAGA-1 TCGGACCTATAAGG-1 TCGGACCTGTACAC-1 TCGGTAGAGTAGGG-1
#> "04" "01" "04" "01" "01"
#> TCGGTAGATCCCAC-1 TCGTAGGATCGACA-1 TCGTTATGGACAAA-1 TCTAACACCAGTTG-1 TCTAACACGAGCAG-1
#> "04" "01" "01" "032" "0222"
#> TCTAACTGAACCAC-1 TCTAAGCTAATGCC-1 TCTAAGCTTAGTCG-1 TCTAAGCTTCTAGG-1 TCTAAGCTTGTTCT-1
#> "01" "01" "031" "0221" "021"
#> TCTAAGCTTTCGCC-1 TCTACAACGACTAC-1 TCTAGACTTAGAAG-1 TCTAGTTGCACCAA-1 TCTATGTGAAGAGT-1
#> "04" "0222" "021" "0222" "021"
#> TCTATGTGAGTCTG-1 TCTCAAACCTAAGC-1 TCTCTAGAATTTCC-1 TCTGATACACGTGT-1 TCTGATACTCGCCT-1
#> "01" "04" "01" "01" "01"
#> TCTTACGAACCTGA-1 TCTTCAGAGCTACA-1 TCTTGATGCGGAGA-1 TGAAATTGGTGAGG-1 TGAACCGAAAACGA-1
#> "021" "0222" "01" "021" "01"
#> TGAACCGACTACTT-1 TGAACCGATTCGGA-1 TGAAGCACTCACGA-1 TGAAGCTGAACGAA-1 TGAAGCTGCATGGT-1
#> "0221" "0221" "01" "01" "04"
#> TGAAGCTGCGTAAC-1 TGAATAACCACTTT-1 TGAATAACTCCCAC-1 TGACACGACCTTAT-1 TGACCAGACAACCA-1
#> "01" "01" "032" "04" "01"
#> TGACCAGAGGATTC-1 TGACCGCTAAAAGC-1 TGACCGCTCTGCAA-1 TGACGATGCAAAGA-1 TGACGCCTGTACCA-1
#> "01" "01" "01" "021" "01"
#> TGACGCCTTTACTC-1 TGACTGGAAGAGAT-1 TGACTGGACCGTAA-1 TGACTGGACGCAAT-1 TGACTGGAGGACAG-1
#> "031" "021" "01" "01" "04"
#> TGACTGGATTCTCA-1 TGACTTACACACCA-1 TGACTTACAGTCTG-1 TGACTTTGCGCATA-1 TGACTTTGTTTGTC-1
#> "01" "01" "0222" "01" "01"
#> TGAGACACAAGGTA-1 TGAGACACTCAAGC-1 TGAGCTGAATGCTG-1 TGAGCTGACTGGAT-1 TGAGCTGATGCTAG-1
#> "01" "01" "0221" "021" "021"
#> TGAGGACTCTCATT-1 TGAGGACTTCATTC-1 TGAGGTACGAACCT-1 TGAGTCGAGTTACG-1 TGAGTGACTGAGCT-1
#> "021" "01" "0221" "04" "01"
#> TGATAAACGAATCC-1 TGATAAACTCCGTC-1 TGATAAACTTTCAC-1 TGATACCTCACTAG-1 TGATACCTGTTGGT-1
#> "01" "032" "01" "021" "01"
#> TGATACCTTATGCG-1 TGATACCTTGAAGA-1 TGATATGAACCTTT-1 TGATCACTAGCATC-1 TGATCACTCTCGCT-1
#> "01" "01" "01" "031" "01"
#> TGATCACTTCTACT-1 TGATCGGACTGACA-1 TGATCGGAGGAGCA-1 TGATCGGATATGCG-1 TGATTAGACATTGG-1
#> "04" "0221" "04" "0221" "01"
#> TGATTAGATGACTG-1 TGATTAGATGCTAG-1 TGATTCACTATGCG-1 TGATTCACTGTCAG-1 TGATTCTGCCGAAT-1
#> "04" "01" "01" "04" "01"
#> TGATTCTGCTCTTA-1 TGCAAGTGAGAACA-1 TGCAAGTGGGTAGG-1 TGCAATCTTCAGGT-1 TGCACAGACGACAT-1
#> "01" "01" "021" "0222" "032"
#> TGCCAAGAGCAGTT-1 TGCCAAGATCTCTA-1 TGCCACTGAACGTC-1 TGCCACTGCGATAC-1 TGCCAGCTTGGCAT-1
#> "021" "01" "01" "032" "01"
#> TGCCCAACAGCAAA-1 TGCCCAACCGCATA-1 TGCCGACTCTCCCA-1 TGCGAAACAGTCAC-1 TGCGAAACGTTGCA-1
#> "01" "0221" "04" "04" "04"
#> TGCGATGAACGGTT-1 TGCGATGACCTCGT-1 TGCGATGACTAGTG-1 TGCGATGACTGCTC-1 TGCGATGACTTGCC-1
#> "01" "01" "04" "04" "04"
#> TGCGATGAGTGCTA-1 TGCGCACTCTTGAG-1 TGCGTAGAATAAGG-1 TGCGTAGACGGGAA-1 TGCGTAGATGGTCA-1
#> "021" "021" "021" "04" "0221"
#> TGCTAGGAAACCGT-1 TGCTAGGATAGTCG-1 TGCTATACGGTTCA-1 TGCTATACTGCTGA-1 TGCTGAGAGAGCAG-1
#> "031" "01" "021" "031" "032"
#> TGCTGAGATTATCC-1 TGGAAAGACTCTCG-1 TGGAAAGAGCGATT-1 TGGAAAGAGGTCAT-1 TGGAAAGATATGGC-1
#> "01" "04" "01" "0221" "01"
#> TGGAACACAAACAG-1 TGGAACACGCTAAC-1 TGGAAGCTCAGATC-1 TGGACCCTACACTG-1 TGGACCCTCATGGT-1
#> "032" "01" "01" "021" "01"
#> TGGACCCTGGTACT-1 TGGACTGAGTATGC-1 TGGAGACTATCAGC-1 TGGAGACTTCAAGC-1 TGGAGACTTGACCA-1
#> "0222" "01" "021" "01" "031"
#> TGGAGGGACGGAGA-1 TGGAGGGAGCTATG-1 TGGATCGATAAAGG-1 TGGATGTGACCTAG-1 TGGATGTGTGAAGA-1
#> "021" "01" "01" "04" "04"
#> TGGATTCTCATACG-1 TGGCAATGCTTGTT-1 TGGCACCTTCACGA-1 TGGCACCTTCAGTG-1 TGGGTATGAAGAGT-1
#> "01" "04" "01" "0222" "01"
#> TGGGTATGCACAAC-1 TGGGTATGGTACGT-1 TGGGTATGTTTGGG-1 TGGTAGACATGCCA-1 TGGTAGACCCTCAC-1
#> "01" "04" "021" "01" "032"
#> TGGTAGACCTGATG-1 TGGTAGTGCACTGA-1 TGGTATCTAAACAG-1 TGGTATCTCTTCCG-1 TGGTCAGACCCAAA-1
#> "01" "021" "01" "01" "01"
#> TGGTTACTGACGTT-1 TGGTTACTGTTCTT-1 TGTAACCTAGAGGC-1 TGTAACCTTGCCTC-1 TGTAATGACACAAC-1
#> "021" "01" "01" "0222" "032"
#> TGTAATGAGGTAAA-1 TGTACTTGCTCTAT-1 TGTAGGTGCGAGAG-1 TGTAGGTGCTATGG-1 TGTAGGTGCTCTAT-1
#> "032" "0221" "04" "01" "0222"
#> TGTAGGTGTGCTGA-1 TGTAGTCTTCCAGA-1 TGTAGTCTTGCACA-1 TGTATCTGTTAGGC-1 TGTATGCTCATGGT-1
#> "01" "01" "031" "01" "04"
#> TGTATGCTGTAGGG-1 TGTATGCTTTCATC-1 TGTCAGGAATACCG-1 TGTCAGGAGATGAA-1 TGTCTAACCCCTTG-1
#> "01" "01" "01" "0221" "01"
#> TGTGACGATTCTCA-1 TGTGAGACTGTCAG-1 TGTGAGACTTGAGC-1 TGTGAGTGACCACA-1 TGTGAGTGAGTGCT-1
#> "031" "0221" "01" "01" "0221"
#> TGTGAGTGGAGATA-1 TGTGATCTCTCTAT-1 TGTGATCTGACACT-1 TGTGGATGGCCAAT-1 TGTTAAGACAAAGA-1
#> "031" "04" "01" "04" "021"
#> TGTTAAGATAAGGA-1 TGTTACACCGCATA-1 TGTTACACGACTAC-1 TGTTACTGGCTACA-1 TGTTACTGTAGTCG-1
#> "021" "0221" "021" "031" "031"
#> TTAACCACCGTAAC-1 TTAACCACTAAGGA-1 TTAACCACTCAGAC-1 TTACACACGTGTTG-1 TTACACACTCCTAT-1
#> "01" "031" "01" "01" "01"
#> TTACCATGAATCGC-1 TTACCATGGTTGAC-1 TTACCATGTGTCTT-1 TTACCATGTTGTGG-1 TTACGACTGAGAGC-1
#> "021" "01" "031" "04" "01"
#> TTACGACTTGACAC-1 TTACGTACGTTCAG-1 TTACTCGAAGAATG-1 TTACTCGACGCAAT-1 TTACTCGAGGGTGA-1
#> "021" "032" "021" "0222" "01"
#> TTACTCGATCTACT-1 TTAGAATGTGGTGT-1 TTAGAATGTGTAGC-1 TTAGACCTCCTACC-1 TTAGACCTCCTTTA-1
#> "032" "01" "01" "01" "021"
#> TTAGCTACAACCGT-1 TTAGCTACTGTCCC-1 TTAGCTACTTTCGT-1 TTAGGGACGCGAAG-1 TTAGGGTGCTGGAT-1
#> "01" "0222" "01" "01" "04"
#> TTAGGGTGTCCTGC-1 TTAGGTCTACTTTC-1 TTAGTCACCAGTTG-1 TTAGTCTGAAAGCA-1 TTAGTCTGCCAACA-1
#> "0222" "021" "01" "04" "032"
#> TTAGTCTGTGCACA-1 TTATCCGACTAGTG-1 TTATCCGAGAAAGT-1 TTATGAGAGATAAG-1 TTATGCACGTCACA-1
#> "01" "04" "0222" "01" "04"
#> TTATGGCTTATGGC-1 TTATTCCTATGCTG-1 TTATTCCTGGACAG-1 TTATTCCTGGTACT-1 TTATTCCTTCGTGA-1
#> "0222" "0222" "04" "04" "01"
#> TTCAAAGATAAAGG-1 TTCAACACAACAGA-1 TTCAACACCCCAAA-1 TTCAACACGGACGA-1 TTCAAGCTAAGAAC-1
#> "01" "01" "021" "0221" "021"
#> TTCAAGCTAGATGA-1 TTCAAGCTGTTGAC-1 TTCAAGCTTGATGC-1 TTCAAGCTTTCGCC-1 TTCACAACCCGTTC-1
#> "01" "01" "01" "01" "0222"
#> TTCACAACGTCTGA-1 TTCAGACTACCCAA-1 TTCAGACTCTCGAA-1 TTCAGTACCGACTA-1 TTCAGTACTCAAGC-1
#> "021" "01" "01" "01" "01"
#> TTCAGTACTCCTAT-1 TTCAGTTGCCAAGT-1 TTCAGTTGTCCTTA-1 TTCAGTTGTCTAGG-1 TTCAGTTGTCTCGC-1
#> "021" "01" "021" "01" "04"
#> TTCATCGAGGTGGA-1 TTCATGTGTGGTGT-1 TTCATTCTATGTCG-1 TTCATTCTTCTCTA-1 TTCCAAACCTATGG-1
#> "021" "01" "021" "01" "021"
#> TTCCAAACCTCCCA-1 TTCCAAACTCCCAC-1 TTCCAAACTTGACG-1 TTCCATGACGAGAG-1 TTCCATGACTGTCC-1
#> "04" "032" "031" "021" "01"
#> TTCCCACTTGAGGG-1 TTCCCACTTGTCTT-1 TTCCTAGAAAGTGA-1 TTCCTAGACTAGTG-1 TTCGAGGACTCTAT-1
#> "032" "021" "01" "0221" "01"
#> TTCGAGGAGGGCAA-1 TTCGAGGATAGAAG-1 TTCGATTGAGCATC-1 TTCGGAGAATGCCA-1 TTCGGAGATGTGCA-1
#> "01" "0221" "01" "021" "01"
#> TTCGTATGAAAAGC-1 TTCGTATGGATAGA-1 TTCGTATGGTCTGA-1 TTCGTATGTCCTTA-1 TTCTACGAACGTAC-1
#> "031" "031" "01" "0222" "01"
#> TTCTACGAGTTGGT-1 TTCTAGTGACACGT-1 TTCTAGTGCATGAC-1 TTCTAGTGGAGAGC-1 TTCTAGTGGTCACA-1
#> "01" "01" "021" "032" "0222"
#> TTCTCAGAAGAGAT-1 TTCTCAGAAGCATC-1 TTCTCAGATGGAGG-1 TTCTGATGGAGACG-1 TTCTTACTCTGGAT-1
#> "01" "04" "01" "032" "0221"
#> TTGAACCTCCTTGC-1 TTGAATGAACTACG-1 TTGAATGACTTACT-1 TTGAATGATCTCAT-1 TTGACACTCTGTAG-1
#> "04" "0221" "01" "04" "01"
#> TTGACACTGATAAG-1 TTGAGGACAGAACA-1 TTGAGGACTACGCA-1 TTGAGGTGGACGGA-1 TTGCATTGAGCTAC-1
#> "04" "021" "0222" "01" "01"
#> TTGCATTGCTAAGC-1 TTGCATTGTGACTG-1 TTGCTAACACCAAC-1 TTGCTAACACGCTA-1 TTGCTAACCACTCC-1
#> "021" "01" "01" "0221" "01"
#> TTGCTATGGTACGT-1 TTGCTATGGTAGGG-1 TTGGAGACCAATCG-1 TTGGAGACGCTATG-1 TTGGAGACTATGGC-1
#> "0222" "0221" "01" "021" "04"
#> TTGGGAACTGAACC-1 TTGGTACTACTGGT-1 TTGGTACTCTTAGG-1 TTGGTACTGAATCC-1 TTGGTACTGGATTC-1
#> "01" "0222" "01" "04" "04"
#> TTGTACACGTTGTG-1 TTGTACACTTGCAG-1 TTGTAGCTAGCTCA-1 TTGTAGCTCTCTTA-1 TTGTCATGGACGGA-1
#> "04" "01" "01" "04" "032"
#> TTTAGAGATCCTCG-1 TTTAGCTGATACCG-1 TTTAGCTGGATACC-1 TTTAGCTGTACTCT-1 TTTAGGCTCCTTTA-1
#> "04" "01" "021" "021" "021"
#> TTTATCCTGTTGTG-1 TTTCACGAGGTTCA-1 TTTCAGTGGAAGGC-1 TTTCAGTGTCACGA-1 TTTCAGTGTCTATC-1
#> "0222" "01" "01" "04" "021"
#> TTTCAGTGTGCAGT-1 TTTCCAGAGGTGAG-1 TTTCGAACACCTGA-1 TTTCGAACTCTCAT-1 TTTCTACTGAGGCA-1
#> "04" "01" "04" "021" "04"
#> TTTCTACTTCCTCG-1 TTTGCATGAGAGGC-1 TTTGCATGCCTCAC-1
#> "04" "04" "01"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 169))
#> AAACATACAACCAC-1 AAACATTGAGCTAC-1 AAACATTGATCAGC-1 AAACCGTGCTTCCG-1 AAACCGTGTATGCG-1
#> "01" "04" "01" "0222" "03"
#> AAACGCACTGGTAC-1 AAACGCTGACCAGT-1 AAACGCTGGTTCTT-1 AAACGCTGTAGCCA-1 AAACGCTGTTTCTG-1
#> "01" "01" "01" "03" "021"
#> AAACTTGAAAAACG-1 AAACTTGATCCAGA-1 AAAGAGACGAGATA-1 AAAGAGACGCGAGA-1 AAAGAGACGGACTT-1
#> "04" "01" "01" "021" "01"
#> AAAGAGACGGCATT-1 AAAGCAGATATCGG-1 AAAGCCTGTATGCG-1 AAAGGCCTGTCTAG-1 AAAGTTTGATCACG-1
#> "01" "0222" "01" "04" "04"
#> AAAGTTTGGGGTGA-1 AAAGTTTGTAGAGA-1 AAAGTTTGTAGCGT-1 AAATCAACAATGCC-1 AAATCAACACCAGT-1
#> "04" "01" "021" "04" "01"
#> AAATCAACCAGGAG-1 AAATCAACCCTATT-1 AAATCAACGGAAGC-1 AAATCAACTCGCAA-1 AAATCATGACCACA-1
#> "01" "0222" "01" "01" "0221"
#> AAATCCCTCCACAA-1 AAATCCCTGCTATG-1 AAATGTTGAACGAA-1 AAATGTTGCCACAA-1 AAATGTTGTGGCAT-1
#> "01" "04" "021" "03" "0222"
#> AAATTCGAAGGTTC-1 AAATTCGAATCACG-1 AAATTCGAGCTGAT-1 AAATTCGAGGAGTG-1 AAATTCGATTCTCA-1
#> "01" "021" "0221" "01" "03"
#> AAATTGACACGACT-1 AAATTGACTCGCTC-1 AACAAACTCATTTC-1 AACAAACTTTCGTT-1 AACAATACGACGAG-1
#> "01" "01" "01" "01" "01"
#> AACACGTGCAGAGG-1 AACACGTGGAAAGT-1 AACACGTGGAACCT-1 AACACGTGGCTACA-1 AACACGTGTACGAC-1
#> "01" "01" "021" "01" "0221"
#> AACAGCACAAGAGT-1 AACATTGATGGGAG-1 AACCAGTGATACCG-1 AACCCAGATCGCTC-1 AACCGATGCTCCCA-1
#> "021" "0221" "0221" "01" "01"
#> AACCGATGGTCATG-1 AACCGATGTTCTAC-1 AACCGCCTAGCGTT-1 AACCGCCTCTACGA-1 AACCTACTGTGAGG-1
#> "04" "021" "01" "0222" "0222"
#> AACCTACTGTGTTG-1 AACCTTACGAGACG-1 AACCTTACGCGAGA-1 AACCTTACTAACGC-1 AACCTTTGGACGGA-1
#> "01" "01" "03" "0221" "01"
#> AACCTTTGTACGCA-1 AACGCAACAAGTAG-1 AACGCATGACCCAA-1 AACGCATGCCTTCG-1 AACGCATGTACTTC-1
#> "0221" "01" "01" "01" "01"
#> AACGCCCTCGGGAA-1 AACGCCCTCGTACA-1 AACGCCCTGGCATT-1 AACGTCGAGTATCG-1 AACGTGTGAAAGCA-1
#> "01" "03" "03" "03" "01"
#> AACGTGTGGCGGAA-1 AACGTGTGTCCAAG-1 AACGTGTGTGCTTT-1 AACTACCTTAGAGA-1 AACTCACTCAAGCT-1
#> "04" "01" "01" "01" "021"
#> AACTCACTTGGAGG-1 AACTCGGAAAGTGA-1 AACTCGGAAGGTCT-1 AACTCTTGCAGGAG-1 AACTGTCTCCCTTG-1
#> "021" "03" "021" "01" "021"
#> AACTTGCTACGCTA-1 AACTTGCTGGGACA-1 AAGAACGAGTGTTG-1 AAGAAGACGTAGGG-1 AAGACAGAAGTCTG-1
#> "04" "01" "01" "04" "04"
#> AAGACAGAGGATCT-1 AAGACAGATTACCT-1 AAGAGATGGGTAGG-1 AAGATGGAAAACAG-1 AAGATGGAGAACTC-1
#> "01" "021" "04" "04" "0222"
#> AAGATGGAGATAAG-1 AAGATTACAACCTG-1 AAGATTACAGATCC-1 AAGATTACCCGTTC-1 AAGATTACCGCCTT-1
#> "0222" "01" "0222" "021" "021"
#> AAGATTACCTCAAG-1 AAGATTACTCCTCG-1 AAGCAAGAGCGAGA-1 AAGCAAGAGCTTAG-1 AAGCAAGAGGTGTT-1
#> "03" "021" "01" "03" "03"
#> AAGCACTGAGCAAA-1 AAGCACTGCATACG-1 AAGCACTGGTTCTT-1 AAGCCAACGTGTTG-1 AAGCCATGAACTGC-1
#> "04" "01" "04" "01" "0222"
#> AAGCCATGACACGT-1 AAGCCATGCGTGAT-1 AAGCCATGTCTCGC-1 AAGCCTGACATGCA-1 AAGCCTGACCGAAT-1
#> "021" "01" "01" "01" "021"
#> AAGCGACTCCTCAC-1 AAGCGACTGTGTCA-1 AAGCGACTTACAGC-1 AAGCGACTTTGACG-1 AAGCGTACGTCTTT-1
#> "0222" "01" "04" "0221" "01"
#> AAGGCTTGCGAACT-1 AAGGTCACGGTTAC-1 AAGGTCACTGTTTC-1 AAGGTCACTTCCCG-1 AAGGTCTGACAGTC-1
#> "03" "021" "04" "01" "01"
#> AAGGTCTGCAGATC-1 AAGTAACTCTGAAC-1 AAGTAACTGAGATA-1 AAGTAGGATACAGC-1 AAGTATACCGAACT-1
#> "01" "021" "04" "03" "01"
#> AAGTCCGACTTGTT-1 AAGTCCGATAGAAG-1 AAGTCTCTAGTCGT-1 AAGTCTCTCGGAGA-1 AAGTGGCTTGGAGG-1
#> "01" "01" "01" "03" "04"
#> AAGTTCCTCATTCT-1 AAGTTCCTTCTTAC-1 AATAAGCTCGAATC-1 AATAAGCTCGTTGA-1 AATACCCTGGACGA-1
#> "0221" "01" "01" "01" "04"
#> AATACCCTGGCATT-1 AATACTGAAAGGGC-1 AATACTGAATTGGC-1 AATAGGGAACCCTC-1 AATAGGGAGAATGA-1
#> "01" "03" "03" "04" "03"
#> AATCAAACTATCGG-1 AATCCGGAATGCTG-1 AATCCTACCGGTAT-1 AATCCTTGACGGGA-1 AATCCTTGGTGAGG-1
#> "01" "04" "01" "021" "03"
#> AATCGGTGGAACTC-1 AATCGGTGTGCTTT-1 AATCTAGAAAAGTG-1 AATCTAGAATCGGT-1 AATCTCACAGCCTA-1
#> "03" "01" "01" "01" "0222"
#> AATCTCACTCTAGG-1 AATCTCTGAACAGA-1 AATCTCTGCTTTAC-1 AATGATACACCAAC-1 AATGATACGGTCAT-1
#> "01" "01" "03" "03" "0222"
#> AATGCGTGACACCA-1 AATGCGTGGACGGA-1 AATGCGTGGCTATG-1 AATGGAGAATCGTG-1 AATGGAGATCCTTA-1
#> "04" "021" "04" "021" "01"
#> AATGGCTGACACCA-1 AATGGCTGCGTGAT-1 AATGGCTGTAAAGG-1 AATGGCTGTACTCT-1 AATGGCTGTGAAGA-1
#> "04" "01" "03" "03" "01"
#> AATGTAACGGTGGA-1 AATGTCCTCTTCTA-1 AATGTTGACAGTCA-1 AATGTTGAGTTGAC-1 AATGTTGATCTACT-1
#> "01" "01" "01" "021" "01"
#> AATTACGAATTCCT-1 AATTACGACTTCTA-1 AATTACGAGTGAGG-1 AATTACGATTGGCA-1 AATTCCTGCTCAGA-1
#> "0222" "01" "01" "04" "04"
#> AATTGATGTCGCAA-1 AATTGTGACTTGGA-1 ACAAAGGAGGGTGA-1 ACAAATTGATTCTC-1 ACAAATTGCTCAGA-1
#> "0221" "04" "01" "0221" "021"
#> ACAAATTGTTGCGA-1 ACAACCGAGGGATG-1 ACAACCGAGTTACG-1 ACAAGAGAAGTCGT-1 ACAAGAGACTTATC-1
#> "03" "03" "01" "0222" "01"
#> ACAAGAGAGTTGAC-1 ACAATCCTAACCGT-1 ACAATCCTTAGCGT-1 ACAATTGACTGACA-1 ACAATTGATGACTG-1
#> "04" "01" "04" "03" "03"
#> ACACAGACCATACG-1 ACACCAGAGGGCAA-1 ACACCCTGGTGTTG-1 ACACGAACAGTTCG-1 ACACGATGACGCAT-1
#> "03" "01" "03" "01" "03"
#> ACACGATGATGTGC-1 ACACGATGTCGTAG-1 ACACGATGTGGTCA-1 ACAGACACGGCATT-1 ACAGACACGTTGTG-1
#> "021" "01" "01" "03" "01"
#> ACAGCAACACCTAG-1 ACAGCAACCTCAAG-1 ACAGGTACCCCACT-1 ACAGGTACGCTGTA-1 ACAGGTACTGGTGT-1
#> "021" "0221" "01" "01" "03"
#> ACAGTCGACCCAAA-1 ACAGTCGACCGATA-1 ACAGTGACTCACCC-1 ACAGTGACTCTATC-1 ACAGTGTGGTCACA-1
#> "01" "03" "01" "01" "01"
#> ACAGTGTGTTGCGA-1 ACATCACTCTACTT-1 ACATGGTGAAGCCT-1 ACATGGTGCAACCA-1 ACATGGTGCGAGTT-1
#> "021" "021" "01" "04" "01"
#> ACATTCTGGCATAC-1 ACATTCTGGGAACG-1 ACCAACGACATGCA-1 ACCACAGAAAGTAG-1 ACCACAGAGTTGGT-1
#> "01" "021" "01" "01" "01"
#> ACCACCTGTGTGCA-1 ACCACGCTACAGCT-1 ACCACGCTACCCAA-1 ACCACGCTGCGAGA-1 ACCACGCTGCTGTA-1
#> "01" "01" "03" "01" "01"
#> ACCAGCCTGACAGG-1 ACCAGTGAACGGTT-1 ACCAGTGAATACCG-1 ACCAGTGAGGGATG-1 ACCAGTGATGACTG-1
#> "01" "04" "0221" "01" "021"
#> ACCATTACCTTCTA-1 ACCATTACGAGATA-1 ACCATTTGTCATTC-1 ACCCAAGAACTGTG-1 ACCCAAGAATTCCT-1
#> "01" "03" "01" "03" "0221"
#> ACCCAAGAGGACAG-1 ACCCAAGATTCACT-1 ACCCACTGCGCCTT-1 ACCCACTGGACAGG-1 ACCCACTGGTTCAG-1
#> "01" "04" "021" "01" "03"
#> ACCCACTGTCGTAG-1 ACCCAGCTCAGAAA-1 ACCCAGCTGTTAGC-1 ACCCAGCTTGCTTT-1 ACCCGTTGATGACC-1
#> "0222" "01" "021" "01" "04"
#> ACCCGTTGCTGCAA-1 ACCCGTTGCTTCTA-1 ACCCTCGACCTATT-1 ACCCTCGACGGTAT-1 ACCCTCGATAAGGA-1
#> "01" "01" "03" "04" "0222"
#> ACCCTCGATCAAGC-1 ACCGTGCTACCAGT-1 ACCGTGCTGGAACG-1 ACCTATTGCTGAGT-1 ACCTATTGTGCCCT-1
#> "021" "01" "04" "04" "0221"
#> ACCTCCGAGTCCTC-1 ACCTCCGATATGCG-1 ACCTCCGATGCTGA-1 ACCTCGTGAACCAC-1 ACCTGAGATATCGG-1
#> "01" "01" "01" "01" "021"
#> ACCTGGCTAAGTAG-1 ACCTTTGACTCCCA-1 ACCTTTGAGGAACG-1 ACCTTTGAGGAAGC-1 ACGAACACCTTGTT-1
#> "03" "0222" "0222" "0222" "03"
#> ACGAACTGGCTATG-1 ACGAAGCTCTCCAC-1 ACGAAGCTCTGAGT-1 ACGACCCTATCTCT-1 ACGACCCTGATGAA-1
#> "0221" "01" "04" "0222" "01"
#> ACGACCCTTGACAC-1 ACGACCCTTGACCA-1 ACGAGGGACAGGAG-1 ACGAGGGACGAACT-1 ACGAGGGATGTAGC-1
#> "04" "01" "0222" "01" "01"
#> ACGAGTACCCTAAG-1 ACGAGTACGAATCC-1 ACGATCGAGGACTT-1 ACGATCGAGTCACA-1 ACGATGACAATGCC-1
#> "04" "04" "03" "021" "01"
#> ACGATGACTGGTCA-1 ACGATTCTACGGGA-1 ACGCAATGGTTCAG-1 ACGCACCTGTTAGC-1 ACGCCACTGAACTC-1
#> "01" "03" "03" "04" "021"
#> ACGCCGGAAACCAC-1 ACGCCGGAAAGCCT-1 ACGCCGGAAATGCC-1 ACGCCTTGCTCCCA-1 ACGCGGTGGCGAGA-1
#> "021" "01" "01" "0221" "01"
#> ACGCGGTGTGTGGT-1 ACGCGGTGTTTGCT-1 ACGCTCACAGTACC-1 ACGCTCACCCTTGC-1 ACGCTGCTGTTCTT-1
#> "04" "03" "01" "01" "03"
#> ACGGAACTCAGATC-1 ACGGAACTGTCGTA-1 ACGGAGGACTCTTA-1 ACGGATTGGGAGGT-1 ACGGATTGGTTAGC-1
#> "03" "0221" "021" "04" "01"
#> ACGGCTCTGAGCAG-1 ACGGCTCTTGCACA-1 ACGGTAACCGCTAA-1 ACGGTAACCTTCGC-1 ACGGTAACGGTGGA-1
#> "01" "01" "03" "03" "01"
#> ACGGTAACTCGCAA-1 ACGGTATGAGTCGT-1 ACGGTATGGGTATC-1 ACGGTATGGTTGTG-1 ACGGTCCTAACGGG-1
#> "01" "021" "04" "04" "01"
#> ACGGTCCTCGGGAA-1 ACGTAGACAACCAC-1 ACGTAGACTACAGC-1 ACGTCAGAAACGAA-1 ACGTCAGAGAGCTT-1
#> "01" "01" "04" "01" "021"
#> ACGTCAGAGGGATG-1 ACGTCCTGATAAGG-1 ACGTCCTGTGAACC-1 ACGTCGCTCCTGAA-1 ACGTCGCTCTATTC-1
#> "01" "021" "0222" "03" "021"
#> ACGTCGCTTCTCAT-1 ACGTGATGCCATGA-1 ACGTGATGGGTCTA-1 ACGTGATGTAACCG-1 ACGTGATGTGACAC-1
#> "04" "0222" "01" "0221" "03"
#> ACGTGCCTCCGTAA-1 ACGTGCCTTCTATC-1 ACGTTACTTTCCAT-1 ACGTTGGAAAAGCA-1 ACGTTGGAAACCTG-1
#> "01" "03" "01" "01" "03"
#> ACGTTGGACCGTAA-1 ACGTTGGAGCCAAT-1 ACGTTGGATATGGC-1 ACGTTGGATCAGGT-1 ACGTTTACATCAGC-1
#> "021" "03" "04" "0222" "01"
#> ACTAAAACCCACAA-1 ACTAAAACTCGACA-1 ACTACGGAATTTCC-1 ACTACGGACCTATT-1 ACTACGGATCGCTC-1
#> "01" "021" "01" "01" "01"
#> ACTACTACTAAGGA-1 ACTAGGTGGAACCT-1 ACTAGGTGGAACTC-1 ACTATCACCTTGGA-1 ACTATCACTGCCAA-1
#> "01" "01" "01" "03" "01"
#> ACTCAGGACTGAAC-1 ACTCAGGATCTATC-1 ACTCAGGATTCGTT-1 ACTCCTCTCAACTG-1 ACTCGCACGAAAGT-1
#> "01" "04" "021" "01" "021"
#> ACTCGCACTACGAC-1 ACTCTCCTGACACT-1 ACTCTCCTGCATAC-1 ACTCTCCTGTTTGG-1 ACTGAGACAACCAC-1
#> "021" "01" "04" "01" "03"
#> ACTGAGACCCATAG-1 ACTGAGACGTTGGT-1 ACTGCCACACACGT-1 ACTGCCACTCCGTC-1 ACTGGCCTTCAGTG-1
#> "0221" "04" "03" "03" "03"
#> ACTGTGGACGTGTA-1 ACTGTGGATCTAGG-1 ACTGTTACCCACAA-1 ACTGTTACTGCAGT-1 ACTTAAGAACCACA-1
#> "03" "04" "021" "01" "01"
#> ACTTAAGATTACTC-1 ACTTAGCTGCGTAT-1 ACTTAGCTGGGAGT-1 ACTTCAACAAGCAA-1 ACTTCAACGTAGGG-1
#> "021" "0221" "01" "03" "03"
#> ACTTCCCTTTCCGC-1 ACTTCTGACATGCA-1 ACTTGACTCCACAA-1 ACTTGGGAGAAAGT-1 ACTTGGGAGGTTTG-1
#> "01" "04" "04" "021" "01"
#> ACTTGGGATGTGAC-1 ACTTGGGATTGACG-1 ACTTGTACCTGTCC-1 ACTTTGTGGAAAGT-1 ACTTTGTGGATAGA-1
#> "021" "0222" "01" "01" "0222"
#> AGAAACGAAAGTAG-1 AGAAAGTGCGCAAT-1 AGAAAGTGGGGATG-1 AGAACAGAAATGCC-1 AGAACAGACGACTA-1
#> "04" "01" "021" "03" "04"
#> AGAACAGAGACAAA-1 AGAACGCTTTGCTT-1 AGAAGATGTGACTG-1 AGAATGGAAGAAGT-1 AGAATTTGTAACCG-1
#> "01" "01" "01" "03" "01"
#> AGAATTTGTAGAGA-1 AGACACACTGTAGC-1 AGACACTGTCAAGC-1 AGACCTGAAGTAGA-1 AGACCTGACCAACA-1
#> "01" "01" "021" "021" "01"
#> AGACCTGAGGAAGC-1 AGACGTACAGAGGC-1 AGACGTACCCCTAC-1 AGACGTACCTCTTA-1 AGACGTACTCGTGA-1
#> "01" "01" "04" "021" "0221"
#> AGACTGACCATCAG-1 AGACTGACCCTTTA-1 AGACTTCTCATGCA-1 AGAGATGACAGTCA-1 AGAGATGACTGAAC-1
#> "01" "01" "04" "04" "01"
#> AGAGATGAGGTTTG-1 AGAGATGATCTCGC-1 AGAGATGATTGTGG-1 AGAGCGGAGGCAAG-1 AGAGTCTGGTCGTA-1
#> "021" "04" "01" "0222" "0221"
#> AGAGTGCTCAGCTA-1 AGAGTGCTCGAATC-1 AGAGTGCTGTCATG-1 AGAGTGCTGTCCTC-1 AGAGTGCTGTGTTG-1
#> "01" "01" "01" "01" "04"
#> AGATATACCCGTAA-1 AGATATACGATGAA-1 AGATATACTGTTCT-1 AGATATTGCCTACC-1 AGATATTGGCCAAT-1
#> "03" "01" "04" "01" "0222"
#> AGATCGTGTCTGGA-1 AGATCGTGTTTGTC-1 AGATCTCTATCACG-1 AGATTAACGTTCTT-1 AGATTCCTATCGTG-1
#> "021" "04" "04" "0221" "01"
#> AGATTCCTCACTTT-1 AGATTCCTGACGAG-1 AGATTCCTGTTCAG-1 AGCAAAGATATGCG-1 AGCACAACAGTCTG-1
#> "021" "021" "03" "01" "01"
#> AGCACTGAGGGAGT-1 AGCACTGATATGCG-1 AGCACTGATGCTTT-1 AGCACTGATTGCGA-1 AGCATCGAAGATCC-1
#> "01" "01" "0222" "01" "01"
#> AGCATCGAAGGGTG-1 AGCATCGAGCTTCC-1 AGCATCGAGTGAGG-1 AGCATCGATAACCG-1 AGCATGACGATGAA-1
#> "04" "021" "01" "0222" "03"
#> AGCCAATGGGGAGT-1 AGCCAATGTATCTC-1 AGCCACCTGGATCT-1 AGCCGGTGCCAATG-1 AGCCGGTGTGTTTC-1
#> "0221" "01" "03" "01" "01"
#> AGCCGTCTCAATCG-1 AGCCGTCTGAGAGC-1 AGCCTCACGTTCGA-1 AGCCTCACTGTCAG-1 AGCCTCTGCAGTTG-1
#> "01" "01" "01" "0222" "04"
#> AGCCTCTGCCAATG-1 AGCGAACTGGATCT-1 AGCGAACTTACTGG-1 AGCGATACGGAGCA-1 AGCGATTGAGATCC-1
#> "03" "01" "01" "01" "03"
#> AGCGCCGAATCTCT-1 AGCGCCGACAGAGG-1 AGCGCTCTACCTTT-1 AGCGGCACCGGGAA-1 AGCGGCTGATGTGC-1
#> "01" "01" "01" "01" "01"
#> AGCGGGCTTGCCAA-1 AGCGTAACATGCTG-1 AGCGTAACTGAGAA-1 AGCTCGCTACTGGT-1 AGCTCGCTCTGCTC-1
#> "01" "01" "0222" "01" "01"
#> AGCTGAACCATACG-1 AGCTGAACCTCTCG-1 AGCTGCCTTGGGAG-1 AGCTGCCTTTCATC-1 AGCTGCCTTTCTGT-1
#> "0221" "01" "021" "01" "01"
#> AGCTGTGATCCAAG-1 AGCTTTACAAGTAG-1 AGCTTTACACCAAC-1 AGCTTTACTCTCAT-1 AGGAAATGAGGAGC-1
#> "01" "01" "01" "04" "01"
#> AGGAACCTCTTAGG-1 AGGAACCTTGCCTC-1 AGGAATGATAACGC-1 AGGAATGATTTGTC-1 AGGAGTCTGGTTTG-1
#> "0221" "03" "01" "01" "01"
#> AGGAGTCTTGTCAG-1 AGGATAGACATTTC-1 AGGATAGAGGATTC-1 AGGATGCTACTAGC-1 AGGATGCTTTAGGC-1
#> "01" "01" "03" "04" "03"
#> AGGCAACTGAAGGC-1 AGGCAGGAGTACCA-1 AGGCCTCTAGTCGT-1 AGGCCTCTCGGAGA-1 AGGCCTCTCGTAAC-1
#> "01" "01" "01" "01" "01"
#> AGGGACGACGTTGA-1 AGGGACGAGTCAAC-1 AGGGACGAGTTGTG-1 AGGGACGATAGAGA-1 AGGGACGATGCATG-1
#> "01" "03" "01" "01" "03"
#> AGGGAGTGAGCCTA-1 AGGGCCACCATACG-1 AGGGCGCTAACCAC-1 AGGGCGCTATGGTC-1 AGGGTGGACAGTCA-1
#> "01" "01" "021" "03" "04"
#> AGGGTGGACTCAAG-1 AGGGTGGAGTTGCA-1 AGGGTTTGTTCATC-1 AGGTCATGAGTGTC-1 AGGTCATGCTTATC-1
#> "021" "03" "021" "04" "01"
#> AGGTCTGATTCTCA-1 AGGTGGGAAGAATG-1 AGGTGGGAAGTTCG-1 AGGTGTTGGTTACG-1 AGGTTCGAACCTCC-1
#> "0221" "01" "01" "04" "021"
#> AGGTTCGAACGTAC-1 AGGTTCGAGGGTGA-1 AGTAAGGAGTTTGG-1 AGTAAGGATTCTTG-1 AGTAATACATCACG-1
#> "021" "01" "01" "01" "03"
#> AGTAATACCGAACT-1 AGTAATTGTCCCAC-1 AGTACGTGAGGGTG-1 AGTACGTGCTGCAA-1 AGTACGTGCTTGGA-1
#> "04" "01" "01" "01" "01"
#> AGTACTCTACGTGT-1 AGTACTCTCAACCA-1 AGTACTCTCGGTAT-1 AGTAGGCTTGCCTC-1 AGTATAACTTGTCT-1
#> "04" "03" "01" "0221" "0221"
#> AGTATCCTAGAACA-1 AGTCACGATGAGCT-1 AGTCAGACGAATAG-1 AGTCAGACGCTTAG-1 AGTCAGACTAGAGA-1
#> "01" "03" "01" "01" "03"
#> AGTCAGACTGCACA-1 AGTCCAGATATCTC-1 AGTCCAGATTTCAC-1 AGTCGAACCAACCA-1 AGTCGCCTCCGTAA-1
#> "01" "01" "01" "01" "01"
#> AGTCTACTAGGGTG-1 AGTCTACTTGCATG-1 AGTCTTACACCACA-1 AGTCTTACTTCGCC-1 AGTCTTACTTCGGA-1
#> "021" "0221" "01" "01" "03"
#> AGTGACTGCAACTG-1 AGTGTTCTAACCTG-1 AGTGTTCTATAAGG-1 AGTGTTCTCACTTT-1 AGTTAAACCACTTT-1
#> "0221" "01" "01" "021" "01"
#> AGTTATGAACAGTC-1 AGTTATGACTGAGT-1 AGTTATGAGTTCAG-1 AGTTCTACCAGCTA-1 AGTTCTTGAAGCCT-1
#> "021" "01" "01" "021" "03"
#> AGTTGTCTACTACG-1 AGTTTAGATGGTCA-1 AGTTTCACGGTCTA-1 AGTTTGCTACAGTC-1 AGTTTGCTACTGGT-1
#> "01" "01" "03" "01" "03"
#> AGTTTGCTCCAAGT-1 ATAAACACAGTGCT-1 ATAAACACCACCAA-1 ATAACAACATGCTG-1 ATAACAACGTCTAG-1
#> "01" "04" "01" "021" "01"
#> ATAACAACTTTGTC-1 ATAACATGTACTCT-1 ATAACCCTGTTGGT-1 ATAACCCTTGGTAC-1 ATAAGTACGAATGA-1
#> "01" "01" "01" "01" "04"
#> ATAAGTTGGTACGT-1 ATAAGTTGTCTAGG-1 ATAATCGAGCTGAT-1 ATAATCGATGGTTG-1 ATAATGACCTACTT-1
#> "021" "01" "04" "01" "01"
#> ATAATGACTCGTGA-1 ATACAATGTTAGGC-1 ATACCACTCGTACA-1 ATACCACTCTAAGC-1 ATACCACTGCCAAT-1
#> "021" "01" "021" "0222" "03"
#> ATACCGGAATGCTG-1 ATACCGGACATTTC-1 ATACCGGACTTCGC-1 ATACCGGAGGTGTT-1 ATACCGGATCTCGC-1
#> "0222" "021" "01" "021" "01"
#> ATACCTACGCATCA-1 ATACCTTGGGGCAA-1 ATACGGACAGACTC-1 ATACGGACCTACTT-1 ATACGGACGAGGTG-1
#> "01" "01" "021" "021" "04"
#> ATACGGACTATGCG-1 ATACGGACTCTGGA-1 ATACGTCTTAACGC-1 ATACTCTGCTTCGC-1 ATACTCTGGTATGC-1
#> "04" "021" "021" "0222" "03"
#> ATAGATACCATGGT-1 ATAGATACGACGAG-1 ATAGATTGGTGTAC-1 ATAGCCGAACGGAG-1 ATAGCGTGCAGATC-1
#> "01" "01" "04" "01" "01"
#> ATAGCGTGCCCTTG-1 ATAGCGTGGTATCG-1 ATAGCGTGTCTCTA-1 ATAGCTCTCTGATG-1 ATAGCTCTGAGGTG-1
#> "021" "021" "01" "01" "01"
#> ATAGGAGAAACAGA-1 ATAGGCTGTCAGAC-1 ATAGTCCTAGTGTC-1 ATAGTCCTTGCATG-1 ATAGTCCTTGTCGA-1
#> "0222" "01" "021" "01" "01"
#> ATAGTTGACAACTG-1 ATAGTTGACCCTCA-1 ATAGTTGAGACGTT-1 ATAGTTGATAAGCC-1 ATATACGAAGCCAT-1
#> "01" "0221" "01" "01" "01"
#> ATATACGAATTGGC-1 ATATAGTGGAATGA-1 ATATGCCTAGATCC-1 ATATGCCTGGACAG-1 ATATGCCTTCTCTA-1
#> "01" "021" "021" "01" "01"
#> ATATGCCTTGGTAC-1 ATCAAATGAGCCTA-1 ATCAAATGGGTAAA-1 ATCAACCTAAACGA-1 ATCAACCTGAGGAC-1
#> "01" "021" "0221" "01" "01"
#> ATCAACCTTCTCTA-1 ATCAACCTTTGTCT-1 ATCACACTTTGTCT-1 ATCACGGATTTCGT-1 ATCATCTGACACCA-1
#> "03" "01" "01" "04" "03"
#> ATCATGCTAGAGTA-1 ATCATGCTGAACCT-1 ATCCAGGACGCTAA-1 ATCCAGGATGGAAA-1 ATCCATACTCCTTA-1
#> "03" "04" "0221" "01" "021"
#> ATCCATACTTCATC-1 ATCCCGTGCAGTCA-1 ATCCCGTGCATGCA-1 ATCCCGTGGCTGAT-1 ATCCGCACGCATCA-1
#> "0221" "03" "04" "04" "04"
#> ATCCTAACGACGGA-1 ATCCTAACGCTACA-1 ATCGACGAAACTGC-1 ATCGACGAATGACC-1 ATCGAGTGGACGTT-1
#> "04" "03" "0222" "01" "03"
#> ATCGCAGAATCTCT-1 ATCGCAGAGTGTCA-1 ATCGCCACTGAGGG-1 ATCGCCTGGGTCAT-1 ATCGCCTGTGGCAT-1
#> "0221" "04" "03" "01" "04"
#> ATCGCGCTCAGAGG-1 ATCGCGCTGGGATG-1 ATCGCGCTTTTCGT-1 ATCGGAACCAGTCA-1 ATCGGTGAGTCAAC-1
#> "021" "01" "04" "01" "01"
#> ATCGGTGATTGCAG-1 ATCGTTTGCCTACC-1 ATCGTTTGGGTACT-1 ATCGTTTGTGCCAA-1 ATCTACACCCGCTT-1
#> "01" "0222" "021" "021" "021"
#> ATCTACACCGGGAA-1 ATCTCAACAGGAGC-1 ATCTCAACCTCGAA-1 ATCTCAACCTTGTT-1 ATCTGGGAAACCAC-1
#> "01" "04" "01" "021" "0222"
#> ATCTGGGAAGTGTC-1 ATCTGGGATTCCGC-1 ATCTGTTGAACGGG-1 ATCTGTTGACCTCC-1 ATCTGTTGCCTTCG-1
#> "0222" "01" "01" "01" "0222"
#> ATCTGTTGGTTGCA-1 ATCTTGACACCAAC-1 ATCTTGACCTCCCA-1 ATCTTTCTGCATCA-1 ATCTTTCTGTTTCT-1
#> "01" "01" "021" "01" "01"
#> ATCTTTCTTGTCCC-1 ATGAAACTCTGTGA-1 ATGAAACTGAGGCA-1 ATGAAGGAACAGCT-1 ATGAAGGACCTGTC-1
#> "03" "01" "01" "03" "04"
#> ATGAAGGACCTTAT-1 ATGAAGGACTAGTG-1 ATGAAGGACTTGCC-1 ATGACGTGACGACT-1 ATGACGTGATCGGT-1
#> "04" "04" "03" "04" "0221"
#> ATGAGAGAAAGTGA-1 ATGAGAGAACGCAT-1 ATGAGAGAAGTAGA-1 ATGAGCACACAGCT-1 ATGAGCACATCTTC-1
#> "01" "01" "04" "01" "01"
#> ATGATAACTTCACT-1 ATGATATGAAACAG-1 ATGATATGACTGGT-1 ATGATATGAGCACT-1 ATGATATGGTCATG-1
#> "03" "01" "01" "01" "01"
#> ATGATATGGTGCTA-1 ATGATATGTTGTCT-1 ATGCACGAATGTCG-1 ATGCACGACTGTAG-1 ATGCACGAGAACCT-1
#> "03" "0222" "04" "01" "04"
#> ATGCACGAGTTCGA-1 ATGCACGATTGGTG-1 ATGCAGTGTTACCT-1 ATGCAGTGTTCTAC-1 ATGCCAGAACGACT-1
#> "01" "0222" "04" "01" "01"
#> ATGCCAGACAGTCA-1 ATGCCGCTTGAACC-1 ATGCGATGCTATGG-1 ATGCGATGCTGAGT-1 ATGCGATGGTTACG-1
#> "021" "0222" "0222" "01" "04"
#> ATGCGCCTTCATTC-1 ATGCTTTGCGAATC-1 ATGCTTTGGGCGAA-1 ATGCTTTGTAGTCG-1 ATGGACACATCGGT-1
#> "01" "01" "01" "04" "01"
#> ATGGACACGCATCA-1 ATGGGTACAACCTG-1 ATGGGTACATCGGT-1 ATGGGTACTATTCC-1 ATGGGTACTGGGAG-1
#> "03" "04" "03" "01" "01"
#> ATGTAAACACCTCC-1 ATGTAAACCCGCTT-1 ATGTAAACGGGATG-1 ATGTAAACTCTCCG-1 ATGTAAACTTCACT-1
#> "01" "01" "0222" "01" "021"
#> ATGTACCTCAGTCA-1 ATGTACCTTAGTCG-1 ATGTACCTTTATCC-1 ATGTACCTTTCACT-1 ATGTCACTAATGCC-1
#> "01" "01" "021" "03" "021"
#> ATGTCACTCTGCTC-1 ATGTCGGAGGTGAG-1 ATGTTCACAGTCTG-1 ATGTTCACCGTAGT-1 ATGTTGCTTTCAGG-1
#> "01" "01" "021" "01" "01"
#> ATTAACGATGAGAA-1 ATTAACGATGCAAC-1 ATTAAGACTGCAGT-1 ATTACCTGCCTTAT-1 ATTACCTGGAGGAC-1
#> "03" "03" "01" "021" "0221"
#> ATTAGATGTTTCAC-1 ATTATGGAATCTCT-1 ATTCAAGAACGGGA-1 ATTCAAGACCTTTA-1 ATTCAGCTCATTGG-1
#> "01" "01" "01" "01" "03"
#> ATTCCAACCATTGG-1 ATTCCAACTTAGGC-1 ATTCGACTCACTAG-1 ATTCGACTGAATAG-1 ATTCGACTTTTGTC-1
#> "021" "03" "03" "021" "0221"
#> ATTCGGGAAAGGCG-1 ATTCGGGATTAGGC-1 ATTCTTCTGATACC-1 ATTGAATGGACGGA-1 ATTGATGAAGGTTC-1
#> "021" "01" "01" "01" "01"
#> ATTGATGACTGAGT-1 ATTGATGAGCGAAG-1 ATTGATGATCTATC-1 ATTGCACTGACGGA-1 ATTGCACTGAGAGC-1
#> "01" "01" "01" "01" "0221"
#> ATTGCACTGGAGCA-1 ATTGCACTTAGCCA-1 ATTGCACTTGCTTT-1 ATTGCTTGTTACTC-1 ATTGGTCTGACTAC-1
#> "021" "01" "0221" "04" "04"
#> ATTGGTCTTGTCTT-1 ATTGTAGATTCCCG-1 ATTGTAGATTGCAG-1 ATTGTCTGCGTACA-1 ATTTAGGAACCATG-1
#> "04" "0222" "01" "01" "0221"
#> ATTTAGGACAGAGG-1 ATTTCCGAGATGAA-1 ATTTCCGAGTGCTA-1 ATTTCGTGTATGGC-1 ATTTCTCTACTTTC-1
#> "01" "01" "01" "03" "0221"
#> ATTTCTCTAGCAAA-1 ATTTCTCTCACTTT-1 ATTTCTCTTCCCAC-1 ATTTGCACAAGATG-1 CAAAGCACAGCTCA-1
#> "01" "0221" "01" "021" "01"
#> CAAAGCACCGTAAC-1 CAAAGCACGGTAAA-1 CAAAGCTGAAAGTG-1 CAAAGCTGTTGCTT-1 CAAATATGTGACAC-1
#> "04" "03" "01" "021" "01"
#> CAAATTGAGGGCAA-1 CAAATTGATGGAGG-1 CAACCAGAAAAGTG-1 CAACCAGAAGTGCT-1 CAACCAGAGTTCAG-1
#> "01" "021" "01" "01" "0222"
#> CAACCAGATAGAAG-1 CAACCGCTGTTCAG-1 CAACCGCTTTGAGC-1 CAACGATGCGCAAT-1 CAACGTGACTCCAC-1
#> "021" "01" "01" "0221" "0222"
#> CAACGTGAGCCATA-1 CAACGTGATCAAGC-1 CAAGAAGACCACAA-1 CAAGAAGACGTCTC-1 CAAGAAGATTCTAC-1
#> "03" "021" "03" "0222" "01"
#> CAAGACTGACCTGA-1 CAAGACTGAGTAGA-1 CAAGCTGACCATAG-1 CAAGCTGATCTATC-1 CAAGGACTGTTCAG-1
#> "04" "04" "0221" "03" "01"
#> CAAGGACTTCTTTG-1 CAAGGTTGCTCCAC-1 CAAGGTTGTCATTC-1 CAAGGTTGTCTGGA-1 CAAGTCGAAACAGA-1
#> "03" "01" "04" "03" "04"
#> CAAGTCGATAGCGT-1 CAATAAACGCCATA-1 CAATAATGAACTGC-1 CAATATGACATGGT-1 CAATATGACCTTCG-1
#> "021" "021" "021" "01" "03"
#> CAATATGACGTTAG-1 CAATATGAGGAGCA-1 CAATCGGAGAAACA-1 CAATCTACTGACTG-1 CAATTCACCCAACA-1
#> "01" "01" "01" "03" "03"
#> CAATTCACGATAGA-1 CAATTCACTTGTGG-1 CAATTCTGCTTGTT-1 CAATTCTGGCGTAT-1 CACAACGATACGAC-1
#> "01" "01" "0222" "0221" "01"
#> CACAATCTTGTTCT-1 CACAATCTTTCCAT-1 CACACCTGCTTGAG-1 CACACCTGTATGGC-1 CACAGAACCCTTGC-1
#> "01" "01" "01" "01" "04"
#> CACAGAACCTGATG-1 CACAGATGGGATTC-1 CACAGATGGTTTCT-1 CACAGCCTGATACC-1 CACAGCCTTGCCAA-1
#> "01" "01" "021" "01" "0221"
#> CACAGCCTTGTAGC-1 CACAGTGATGAAGA-1 CACATACTACAGCT-1 CACATGGAACACGT-1 CACATGGAAGTCGT-1
#> "01" "021" "03" "01" "01"
#> CACCACTGCCAACA-1 CACCACTGGCGAAG-1 CACCCATGTTCTGT-1 CACCGGGAATCGAC-1 CACCGGGACGAGAG-1
#> "01" "03" "03" "01" "03"
#> CACCGGGACGTGTA-1 CACCGGGACTTCTA-1 CACCGGGACTTGCC-1 CACCGGGATTCGGA-1 CACCGTACTAAGGA-1
#> "01" "03" "03" "03" "04"
#> CACCGTACTAGCGT-1 CACCTGACACCCAA-1 CACCTGACCAGAAA-1 CACCTGACCTCAAG-1 CACCTGACGAAAGT-1
#> "01" "03" "01" "03" "04"
#> CACCTGACTCGTAG-1 CACGAAACTTCCGC-1 CACGACCTCGATAC-1 CACGCTACAGAAGT-1 CACGCTACTGTTCT-1
#> "01" "04" "04" "01" "04"
#> CACGGGACAGAGTA-1 CACGGGACATAAGG-1 CACGGGACGTAGGG-1 CACGGGTGCTTCGC-1 CACGGGTGGAGGAC-1
#> "01" "01" "01" "03" "03"
#> CACGGGTGTGTTTC-1 CACTAACTCCTAAG-1 CACTAACTGAAAGT-1 CACTAGGATGATGC-1 CACTATACCCCGTT-1
#> "01" "04" "01" "04" "04"
#> CACTATACGTTTGG-1 CACTGAGACAGTCA-1 CACTGCACTTCATC-1 CACTGCTGAGACTC-1 CACTGCTGGAAAGT-1
#> "03" "021" "01" "0221" "01"
#> CACTTAACCGAATC-1 CACTTAACCGTACA-1 CACTTTGACTCTAT-1 CACTTTGAGCTGTA-1 CAGAAGCTCTCAAG-1
#> "01" "04" "03" "01" "01"
#> CAGACATGAACGGG-1 CAGACATGTCGACA-1 CAGACCCTAAGGTA-1 CAGACCCTAATGCC-1 CAGACCCTAGGAGC-1
#> "01" "01" "0221" "01" "01"
#> CAGACTGAGTATGC-1 CAGATCGAATGTCG-1 CAGATCGACCTGAA-1 CAGATCGATATGGC-1 CAGATGACATTCTC-1
#> "01" "04" "01" "01" "03"
#> CAGCAATGCCTTCG-1 CAGCAATGGAGGGT-1 CAGCAATGGTGCTA-1 CAGCAATGTCTACT-1 CAGCAATGTGACCA-1
#> "01" "03" "01" "021" "01"
#> CAGCAATGTGAGGG-1 CAGCACCTAAGCCT-1 CAGCACCTAGGCGA-1 CAGCACCTGTAGGG-1 CAGCATGACAACCA-1
#> "021" "01" "01" "0222" "021"
#> CAGCATGAGACGTT-1 CAGCCTACCCAACA-1 CAGCCTTGCTACCC-1 CAGCCTTGGGGACA-1 CAGCGGACACCCTC-1
#> "01" "01" "021" "01" "01"
#> CAGCGGACCTTTAC-1 CAGCGTCTAAAGCA-1 CAGCGTCTTATCGG-1 CAGCTAGATGTGAC-1 CAGCTCTGAGGCGA-1
#> "03" "01" "01" "021" "01"
#> CAGCTCTGCAAGCT-1 CAGCTCTGTCGTAG-1 CAGCTCTGTGTGGT-1 CAGGAACTAACTGC-1 CAGGAACTCTCAGA-1
#> "03" "0222" "03" "01" "021"
#> CAGGCCGAACACCA-1 CAGGCCGAACACGT-1 CAGGCCGAACGACT-1 CAGGCCGAATCTCT-1 CAGGCCGACTAGCA-1
#> "01" "01" "01" "0222" "04"
#> CAGGGCACCATACG-1 CAGGGCACCCAACA-1 CAGGGCACTCCCGT-1 CAGGTAACAGACTC-1 CAGGTATGAGTCGT-1
#> "04" "01" "01" "021" "01"
#> CAGGTATGTGCTTT-1 CAGGTTGAGGATCT-1 CAGTGATGGACGGA-1 CAGTGATGGCTAAC-1 CAGTGATGGGACAG-1
#> "01" "04" "04" "03" "01"
#> CAGTGATGTAAGGA-1 CAGTGATGTACGCA-1 CAGTGTGATGTCAG-1 CAGTTACTAAGGTA-1 CAGTTACTGATAGA-1
#> "04" "04" "01" "04" "01"
#> CAGTTGGAAAGAGT-1 CAGTTGGACATACG-1 CAGTTTACACACGT-1 CAGTTTACCCCAAA-1 CATAAAACGGAGCA-1
#> "0222" "01" "03" "01" "021"
#> CATAAATGAACTGC-1 CATAACCTTCTCCG-1 CATACTACCTCGAA-1 CATACTACCTGAAC-1 CATACTACGTACCA-1
#> "01" "01" "01" "01" "021"
#> CATACTTGGGTTAC-1 CATAGTCTAATCGC-1 CATAGTCTCACTTT-1 CATATAGACTAAGC-1 CATATAGATCAGGT-1
#> "0221" "01" "01" "021" "04"
#> CATCAACTAGAAGT-1 CATCAACTCCCTCA-1 CATCAGGACTTCCG-1 CATCAGGATAGCCA-1 CATCAGGATCCTAT-1
#> "01" "01" "03" "03" "0221"
#> CATCAGGATGCACA-1 CATCAGGATTTCGT-1 CATCATACCGCATA-1 CATCATACGGAGCA-1 CATCATACTCAAGC-1
#> "0221" "021" "0222" "04" "01"
#> CATCGCTGGGATCT-1 CATCGCTGTGGCAT-1 CATCGGCTATGCTG-1 CATCGGCTTTGGCA-1 CATCTCCTATGTGC-1
#> "01" "04" "01" "01" "04"
#> CATCTCCTCGAACT-1 CATGAGACACGGGA-1 CATGAGACGTTGAC-1 CATGAGACTCGCCT-1 CATGCCACGGGTGA-1
#> "0222" "04" "03" "01" "01"
#> CATGCCACTGCCAA-1 CATGCGCTAGTCAC-1 CATGCGCTCAGATC-1 CATGCGCTTTGCAG-1 CATGGCCTAGGGTG-1
#> "01" "0221" "021" "0221" "021"
#> CATGGCCTGTGCAT-1 CATGTACTATCGTG-1 CATGTTACAGTCGT-1 CATGTTACCTGAGT-1 CATGTTTGGGGATG-1
#> "01" "03" "03" "01" "021"
#> CATTACACACGGAG-1 CATTACACCAACTG-1 CATTACACGGAGTG-1 CATTACACTACTCT-1 CATTAGCTCCACAA-1
#> "04" "03" "01" "01" "021"
#> CATTGACTAGCGGA-1 CATTGGGACTCGAA-1 CATTGTACAGCGTT-1 CATTGTACTCGATG-1 CATTGTACTTATCC-1
#> "021" "01" "01" "04" "01"
#> CATTGTACTTTGCT-1 CATTGTTGCTAGTG-1 CATTTCGACTCTAT-1 CATTTCGAGATACC-1 CATTTGACCACACA-1
#> "0221" "01" "03" "03" "03"
#> CATTTGACCCTGAA-1 CATTTGTGACGACT-1 CATTTGTGCATTGG-1 CATTTGTGCGGAGA-1 CATTTGTGGGATCT-1
#> "03" "04" "01" "01" "04"
#> CCAAAGTGCTACGA-1 CCAAAGTGTGAGAA-1 CCAACCTGAAGTAG-1 CCAACCTGACGTAC-1 CCAACCTGTTCGCC-1
#> "0222" "021" "03" "021" "021"
#> CCAAGAACCCAATG-1 CCAAGAACGTAGCT-1 CCAAGAACGTGTCA-1 CCAAGAACTACTGG-1 CCAAGAACTCCTAT-1
#> "01" "01" "01" "03" "04"
#> CCAAGATGTCATTC-1 CCAAGATGTTTCAC-1 CCAAGTGAGGAACG-1 CCAAGTGATCAAGC-1 CCAATTTGAACGTC-1
#> "01" "01" "01" "01" "021"
#> CCACCATGAACGTC-1 CCACCATGATCGGT-1 CCACCATGGACGAG-1 CCACCATGGGGAGT-1 CCACCATGTCCTGC-1
#> "01" "01" "0221" "01" "03"
#> CCACTGACCCGCTT-1 CCACTGTGGGAAGC-1 CCACTGTGTGTAGC-1 CCACTTCTCGGGAA-1 CCAGAAACCCTGTC-1
#> "021" "021" "01" "0222" "04"
#> CCAGAAACGAACTC-1 CCAGAAACGGTCTA-1 CCAGACCTCTGAGT-1 CCAGACCTTGTGGT-1 CCAGCACTGCGATT-1
#> "01" "01" "04" "01" "0221"
#> CCAGCGGAAAGGCG-1 CCAGCGGACGACTA-1 CCAGCGGATGGGAG-1 CCAGCTACACAGTC-1 CCAGCTACCAGCTA-1
#> "021" "021" "01" "01" "04"
#> CCAGGTCTACACCA-1 CCAGGTCTAGCATC-1 CCAGGTCTATGGTC-1 CCAGTCACACTGGT-1 CCAGTCACACTGTG-1
#> "04" "021" "01" "021" "04"
#> CCAGTCACGTTGTG-1 CCAGTGCTAACCAC-1 CCAGTGCTCGTAGT-1 CCATCCGAAAGCAA-1 CCATCCGAACGACT-1
#> "01" "01" "01" "01" "01"
#> CCATCCGAAGGTTC-1 CCATCCGATTCGCC-1 CCATCGTGAACGGG-1 CCATCGTGCTAGAC-1 CCCAACACCTCGCT-1
#> "04" "021" "01" "0221" "04"
#> CCCAACACGCATCA-1 CCCAACACTTTGTC-1 CCCAACTGCAATCG-1 CCCAGACTGCCTTC-1 CCCAGACTGGTTTG-1
#> "01" "0222" "021" "0222" "04"
#> CCCAGACTTTCGCC-1 CCCAGTTGCAGTTG-1 CCCAGTTGGGTACT-1 CCCAGTTGTCTATC-1 CCCGATTGTGTTTC-1
#> "0221" "0222" "01" "04" "01"
#> CCCGGAGAAGGGTG-1 CCCTACGAATTGGC-1 CCCTAGTGCAAAGA-1 CCCTCAGACACTTT-1 CCCTCAGACGAGAG-1
#> "021" "021" "01" "04" "01"
#> CCCTCAGAGGTCAT-1 CCCTGAACTAAAGG-1 CCCTGATGCAACCA-1 CCCTGATGCAAGCT-1 CCCTTACTAACCAC-1
#> "01" "04" "01" "04" "0222"
#> CCCTTACTGCAGTT-1 CCGAAAACCTTGTT-1 CCGACACTGGTTTG-1 CCGACTACCCAGTA-1 CCGACTACCGTGTA-1
#> "01" "0221" "01" "0222" "01"
#> CCGACTACTGAGGG-1 CCGATAGACCTAAG-1 CCGATAGAGTTGGT-1 CCGCGAGACACACA-1 CCGCGAGAGGTTCA-1
#> "01" "01" "0222" "021" "01"
#> CCGCTATGGGACGA-1 CCGCTATGTGCAAC-1 CCGCTATGTGCACA-1 CCGGTACTGTCCTC-1 CCGTACACAAGCAA-1
#> "04" "0222" "021" "01" "01"
#> CCGTACACAGCGTT-1 CCGTACACGTCATG-1 CCGTACACGTTGGT-1 CCGTACACTAACGC-1 CCTAAACTTTCGTT-1
#> "04" "03" "0222" "01" "01"
#> CCTAAGGACCCAAA-1 CCTAAGGACTAGCA-1 CCTAAGGAGGGCAA-1 CCTAAGGATGATGC-1 CCTAAGGATGTCAG-1
#> "01" "021" "03" "01" "01"
#> CCTACCGACTCTTA-1 CCTACCGAGGGATG-1 CCTAGAGAGGTGAG-1 CCTATAACCAAAGA-1 CCTATAACGAGACG-1
#> "01" "04" "04" "01" "021"
#> CCTATAACTCAGAC-1 CCTATAACTGCATG-1 CCTCGAACACTTTC-1 CCTCGAACCCGTAA-1 CCTCGAACGTATCG-1
#> "01" "0221" "03" "0221" "01"
#> CCTCGAACTTACTC-1 CCTCTACTCTTCGC-1 CCTCTACTGGCATT-1 CCTGACTGAAGTAG-1 CCTGACTGGGGAGT-1
#> "01" "021" "01" "01" "01"
#> CCTGACTGTGTCTT-1 CCTGCAACACGTTG-1 CCTGGACTCGTGAT-1 CCTTAATGCCCAAA-1 CCTTAATGTTCTAC-1
#> "04" "021" "01" "04" "0221"
#> CCTTCACTACGACT-1 CCTTCACTCAGTCA-1 CCTTCACTGGAGTG-1 CCTTTAGATTCATC-1 CGAACATGCCCTAC-1
#> "01" "04" "021" "021" "021"
#> CGAACATGTCAGAC-1 CGAAGACTGGAACG-1 CGAAGACTGTTACG-1 CGAAGGGAAACCTG-1 CGAAGGGATCCGAA-1
#> "01" "01" "01" "03" "04"
#> CGAAGTACCAACTG-1 CGAATCGAGGAGCA-1 CGAATCGAGGAGGT-1 CGACAAACCCATAG-1 CGACAAACCGACAT-1
#> "04" "021" "01" "01" "04"
#> CGACCACTAAAGTG-1 CGACCACTGCCAAT-1 CGACCGGAAGGTCT-1 CGACCGGATGGAAA-1 CGACCTTGCTAGTG-1
#> "03" "03" "01" "01" "01"
#> CGACGTCTATCGTG-1 CGACGTCTCGTGTA-1 CGACGTCTGAGGCA-1 CGACTCACGTCGTA-1 CGACTCACGTTGCA-1
#> "01" "01" "01" "01" "01"
#> CGACTCTGTGTGAC-1 CGACTGCTTCCTCG-1 CGAGAACTAAGGCG-1 CGAGAACTACGTTG-1 CGAGAACTTGTTCT-1
#> "01" "021" "03" "01" "021"
#> CGAGATTGGACACT-1 CGAGATTGGCCATA-1 CGAGCCGAACACCA-1 CGAGCCGAGGCGAA-1 CGAGCGTGCTCCAC-1
#> "03" "03" "01" "01" "01"
#> CGAGCGTGGATACC-1 CGAGCGTGTATGCG-1 CGAGGAGACCTCCA-1 CGAGGAGATGTCGA-1 CGAGGCACCTATGG-1
#> "01" "021" "04" "01" "03"
#> CGAGGCACTATGCG-1 CGAGGCACTCTTCA-1 CGAGGCTGACGCTA-1 CGAGGCTGGCAGTT-1 CGAGGGCTACGACT-1
#> "0222" "01" "03" "021" "04"
#> CGAGGGCTCGAATC-1 CGAGTATGTCACCC-1 CGATACGAACAGTC-1 CGATACGACAGGAG-1 CGATACGATTCACT-1
#> "01" "0221" "0222" "03" "04"
#> CGATAGACCCGTAA-1 CGATAGACCGTACA-1 CGATAGACGTAGGG-1 CGATAGACTGTTCT-1 CGATCAGAAGAACA-1
#> "021" "01" "021" "01" "03"
#> CGATCAGAGAGGGT-1 CGATCAGAGGTACT-1 CGATCAGATGTGAC-1 CGATCCACCGGGAA-1 CGATCCACTTCCAT-1
#> "01" "01" "0222" "03" "04"
#> CGCAAATGCTCGAA-1 CGCAACCTCCTTGC-1 CGCAACCTGGACGA-1 CGCACGGAGGACGA-1 CGCACGGATCTTTG-1
#> "01" "01" "01" "04" "01"
#> CGCACTACAGAATG-1 CGCACTACAGCCAT-1 CGCACTACATTGGC-1 CGCACTACTCGCCT-1 CGCACTACTCGTGA-1
#> "01" "01" "01" "04" "01"
#> CGCACTTGTCACGA-1 CGCAGGACAGATCC-1 CGCAGGACCTACTT-1 CGCAGGACTTGTCT-1 CGCAGGTGCACTGA-1
#> "021" "01" "01" "0221" "01"
#> CGCAGGTGCCATAG-1 CGCAGGTGGGAACG-1 CGCATAGATCACGA-1 CGCCATACTGCAAC-1 CGCCATTGAGAGGC-1
#> "0221" "01" "021" "01" "01"
#> CGCCATTGCTATGG-1 CGCCATTGGAGACG-1 CGCCATTGGAGCAG-1 CGCCATTGTACTGG-1 CGCCGAGAGCTTAG-1
#> "01" "01" "04" "04" "03"
#> CGCCTAACGAATGA-1 CGCCTAACTGCTCC-1 CGCGAGACACAGCT-1 CGCGAGACAGGTCT-1 CGCGAGACGCTACA-1
#> "0222" "01" "01" "04" "01"
#> CGCGATCTCAGTCA-1 CGCGATCTGTTGAC-1 CGCGATCTTTCTTG-1 CGCGGATGGCCAAT-1 CGCTAAGAATGTCG-1
#> "021" "021" "04" "01" "01"
#> CGCTAAGACAACTG-1 CGCTAAGACCCTTG-1 CGCTACTGAACAGA-1 CGCTACTGAGAACA-1 CGCTACTGTGAGCT-1
#> "01" "01" "0222" "01" "01"
#> CGCTACTGTTCCCG-1 CGCTCATGCATTTC-1 CGGAATTGGTTTGG-1 CGGAATTGTGGAGG-1 CGGACCGATGCGTA-1
#> "03" "021" "01" "01" "03"
#> CGGACCGATGGGAG-1 CGGACTCTAAACAG-1 CGGACTCTCCAATG-1 CGGACTCTCCTCGT-1 CGGAGGCTATTCCT-1
#> "01" "04" "01" "03" "01"
#> CGGAGGCTTGGATC-1 CGGATAACAACGAA-1 CGGATAACAGCTCA-1 CGGATAACTCAGTG-1 CGGCACGAACTCAG-1
#> "01" "021" "01" "021" "01"
#> CGGCACGAAGGGTG-1 CGGCACGACTACGA-1 CGGCATCTTAGAAG-1 CGGCATCTTCGTAG-1 CGGCCAGAAAGGTA-1
#> "01" "0221" "01" "021" "01"
#> CGGCCAGAGAGGCA-1 CGGCGAACCAGTCA-1 CGGCGAACGACAAA-1 CGGCGAACGGTCTA-1 CGGCGAACTACTTC-1
#> "03" "0222" "03" "01" "03"
#> CGGGACTGCGTGTA-1 CGGGACTGGAATAG-1 CGGGCATGACCCAA-1 CGGGCATGTCTCTA-1 CGGGCATGTTGTGG-1
#> "01" "03" "03" "03" "01"
#> CGGTAAACTCGCAA-1 CGGTCACTGTTTGG-1 CGGTCACTTACTTC-1 CGTAACGATCGCCT-1 CGTACCACACACAC-1
#> "01" "01" "01" "01" "01"
#> CGTACCACACGTTG-1 CGTACCACCTCATT-1 CGTACCACGGAGCA-1 CGTACCTGGCATCA-1 CGTAGCCTCTCTCG-1
#> "01" "01" "01" "03" "021"
#> CGTAGCCTGCGAAG-1 CGTAGCCTGTATGC-1 CGTCAAGAAAGGTA-1 CGTCAAGAACGTGT-1 CGTCAAGACAGAGG-1
#> "01" "0221" "021" "01" "01"
#> CGTCAAGACAGGAG-1 CGTCCATGCTCTTA-1 CGTCGACTTTCCGC-1 CGTGATGACGCTAA-1 CGTGATGAGGTTCA-1
#> "03" "01" "01" "01" "01"
#> CGTGCACTTATGGC-1 CGTGTAGAAAAACG-1 CGTGTAGACGATAC-1 CGTGTAGAGTTACG-1 CGTGTAGAGTTCAG-1
#> "0222" "01" "03" "03" "021"
#> CGTGTAGATTCGGA-1 CGTTAGGAAACCAC-1 CGTTAGGATCATTC-1 CGTTATACCCTGAA-1 CGTTTAACTGGTCA-1
#> "03" "01" "0222" "03" "01"
#> CTAAACCTCTGACA-1 CTAAACCTGTGCAT-1 CTAACACTAACGTC-1 CTAACACTAGTGCT-1 CTAACGGAACCGAT-1
#> "03" "04" "01" "0222" "03"
#> CTAACGGATTTCTG-1 CTAACTACGGCAAG-1 CTAAGGACACCATG-1 CTAAGGACCGTTAG-1 CTAAGGACGCCATA-1
#> "01" "01" "01" "01" "021"
#> CTAAGGTGCCTAAG-1 CTAAGGTGTTGCAG-1 CTAAGGTGTTTCTG-1 CTAATAGAGCTATG-1 CTAATGCTTGTGGT-1
#> "04" "01" "01" "01" "021"
#> CTACAACTCCCGTT-1 CTACCTCTCAACCA-1 CTACGCACACCTAG-1 CTACGCACTCTCCG-1 CTACGCACTGGTCA-1
#> "03" "01" "0221" "01" "03"
#> CTACGGCTTTCTTG-1 CTACTATGAACCAC-1 CTACTATGATGTGC-1 CTACTATGCTAAGC-1 CTACTATGTAAAGG-1
#> "0222" "021" "021" "01" "04"
#> CTACTCCTATGTCG-1 CTACTCCTGCCATA-1 CTAGAGACACTTTC-1 CTAGAGACAGCATC-1 CTAGAGACTTTGGG-1
#> "03" "021" "01" "03" "0221"
#> CTAGATCTCTCTAT-1 CTAGATCTTCGACA-1 CTAGGATGAGCCTA-1 CTAGGATGATCGTG-1 CTAGGCCTCTCAGA-1
#> "01" "01" "04" "04" "01"
#> CTAGGTGATGGTTG-1 CTAGTTACCAGAGG-1 CTAGTTACCGCATA-1 CTAGTTACGAAACA-1 CTATAAGATCGTTT-1
#> "0221" "01" "01" "03" "04"
#> CTATACTGAGGTTC-1 CTATACTGCCAGTA-1 CTATACTGCGCTAA-1 CTATACTGCTACGA-1 CTATACTGTCTCAT-1
#> "021" "01" "021" "03" "03"
#> CTATACTGTTCGTT-1 CTATAGCTGTCACA-1 CTATAGCTTCGCTC-1 CTATAGCTTGCCTC-1 CTATCAACGAACTC-1
#> "01" "01" "021" "021" "01"
#> CTATCAACGCAGAG-1 CTATCAACTTTGGG-1 CTATCCCTCCACCT-1 CTATGTACGAGAGC-1 CTATGTACGCTTAG-1
#> "01" "01" "021" "01" "01"
#> CTATGTACTGTTTC-1 CTATGTTGAAAGCA-1 CTATGTTGTCCTCG-1 CTATGTTGTCTCGC-1 CTATTGACAAACGA-1
#> "04" "01" "01" "01" "021"
#> CTATTGACACTGGT-1 CTATTGACGGTGAG-1 CTATTGTGGCAAGG-1 CTCAATTGGTTCAG-1 CTCAATTGGTTGCA-1
#> "0222" "0222" "01" "01" "021"
#> CTCAGAGATAGAAG-1 CTCAGCACTCTAGG-1 CTCAGCACTGAACC-1 CTCAGCACTTGCAG-1 CTCAGCTGAACCTG-1
#> "01" "01" "021" "01" "021"
#> CTCAGCTGCAGTTG-1 CTCAGGCTCGTTGA-1 CTCAGGCTGCTAAC-1 CTCATTGACCTTAT-1 CTCATTGATGCTTT-1
#> "01" "0221" "01" "01" "0222"
#> CTCCACGAGAGATA-1 CTCCATCTCTTAGG-1 CTCCATCTGACGAG-1 CTCCGAACAAGTGA-1 CTCCTACTGCCTTC-1
#> "0222" "01" "01" "0221" "021"
#> CTCGAAGATGTGGT-1 CTCGAAGATTAGGC-1 CTCGACTGCTCTAT-1 CTCGACTGGGTGAG-1 CTCGACTGGTTGAC-1
#> "01" "021" "01" "01" "03"
#> CTCGAGCTCTGGAT-1 CTCGCATGACTTTC-1 CTCGCATGCTTAGG-1 CTCTAAACCTCGAA-1 CTCTAAACGGCGAA-1
#> "03" "01" "01" "01" "01"
#> CTCTAATGTCCAAG-1 CTGAACGACAGTCA-1 CTGAACGATGAGGG-1 CTGAAGACCCAACA-1 CTGAAGACGTGCAT-1
#> "021" "01" "01" "01" "04"
#> CTGAAGTGAAGCCT-1 CTGAAGTGCAGCTA-1 CTGAAGTGGCTATG-1 CTGAAGTGTCCAGA-1 CTGAATCTGAATAG-1
#> "0221" "04" "01" "01" "01"
#> CTGACAGAATCGTG-1 CTGACCACAGCAAA-1 CTGAGAACCGGGAA-1 CTGAGAACGTAAAG-1 CTGATACTAGTAGA-1
#> "03" "01" "01" "03" "01"
#> CTGATTTGGTGTTG-1 CTGCAGCTAACCGT-1 CTGCAGCTGACACT-1 CTGCAGCTGGATTC-1 CTGCAGCTTGGCAT-1
#> "0222" "01" "01" "0222" "01"
#> CTGCCAACAGGAGC-1 CTGCCAACCAGCTA-1 CTGCCAACTAACCG-1 CTGCCAACTGCTCC-1 CTGCCAACTTGCAG-1
#> "01" "01" "021" "03" "01"
#> CTGCCAACTTGCTT-1 CTGCGACTCCACCT-1 CTGGAAACAAACGA-1 CTGGAAACATCGAC-1 CTGGATGACTGGAT-1
#> "01" "03" "03" "01" "03"
#> CTGGATGACTTGTT-1 CTGGATGATGTGAC-1 CTGGCACTCAAGCT-1 CTGTAACTAACCAC-1 CTGTAACTAGCGTT-1
#> "01" "04" "021" "01" "01"
#> CTGTATACGTAAAG-1 CTGTATACGTACGT-1 CTGTATACGTTGGT-1 CTGTGAGACAACCA-1 CTGTGAGACCTTGC-1
#> "01" "0222" "01" "0221" "03"
#> CTGTGAGACGAACT-1 CTGTGAGACTGTAG-1 CTTAAAGAACCTGA-1 CTTAACACCTGTAG-1 CTTAACACTATCGG-1
#> "021" "021" "01" "01" "04"
#> CTTAAGCTACCTAG-1 CTTAAGCTAGTACC-1 CTTAAGCTCATCAG-1 CTTAAGCTCCGCTT-1 CTTACAACTAACGC-1
#> "01" "01" "01" "04" "01"
#> CTTACAACTCCCGT-1 CTTACTGACGTACA-1 CTTAGACTAAACGA-1 CTTAGGGACTTGCC-1 CTTAGGGAGAATCC-1
#> "021" "01" "01" "01" "01"
#> CTTATCGACTCATT-1 CTTCACCTACCTGA-1 CTTCATGAAGCATC-1 CTTCATGAAGTACC-1 CTTCATGACCGAAT-1
#> "01" "0221" "04" "01" "01"
#> CTTGAACTACGCAT-1 CTTGATTGAGGTTC-1 CTTGATTGATCTTC-1 CTTGATTGCATTCT-1 CTTGATTGTTTCGT-1
#> "01" "03" "021" "01" "01"
#> CTTGTATGACACCA-1 CTTGTATGCGCAAT-1 CTTTACGAGCGAAG-1 CTTTAGACCGTGAT-1 CTTTAGACGAGACG-1
#> "04" "04" "01" "01" "01"
#> CTTTAGACGATACC-1 CTTTAGACGTTGGT-1 CTTTAGACTCATTC-1 CTTTAGTGACGGGA-1 CTTTAGTGGGTGGA-1
#> "01" "01" "01" "03" "01"
#> CTTTCAGAGAAACA-1 CTTTGATGAGCACT-1 CTTTGATGTCTAGG-1 CTTTGATGTGTCCC-1 CTTTGATGTGTGGT-1
#> "01" "01" "01" "01" "01"
#> GAAACAGAACTACG-1 GAAACAGAATCACG-1 GAAACAGACATTCT-1 GAAACCTGATCGTG-1 GAAACCTGATGCCA-1
#> "01" "01" "01" "01" "01"
#> GAAACCTGCTTATC-1 GAAACCTGGACTAC-1 GAAACCTGTGCTAG-1 GAAAGATGATTTCC-1 GAAAGATGCTGATG-1
#> "01" "0221" "01" "01" "0221"
#> GAAAGATGCTTCGC-1 GAAAGATGTAAGGA-1 GAAAGCCTACGTTG-1 GAAAGTGAAAGTGA-1 GAAAGTGACCACAA-1
#> "021" "01" "04" "0222" "021"
#> GAAAGTGACTCAAG-1 GAAATACTACCAAC-1 GAAATACTCTTAGG-1 GAAATACTTCCTCG-1 GAACACACGTGCAT-1
#> "01" "021" "04" "03" "0222"
#> GAACACACTGCCTC-1 GAACAGCTAACTGC-1 GAACAGCTCTCAGA-1 GAACCAACCACAAC-1 GAACCAACTTCCGC-1
#> "01" "0221" "0221" "01" "03"
#> GAACCTGAACGTGT-1 GAACCTGAGAGACG-1 GAACCTGATGAACC-1 GAACGGGATACTTC-1 GAACTGTGACCTGA-1
#> "01" "01" "01" "01" "0221"
#> GAACTGTGCCAGTA-1 GAAGAATGCAATCG-1 GAAGCGGACCTATT-1 GAAGCTACGAATGA-1 GAAGCTACGGTTTG-1
#> "021" "01" "0222" "0222" "03"
#> GAAGGGTGAAAGTG-1 GAAGGGTGCTTAGG-1 GAAGGTCTGAAAGT-1 GAAGGTCTGTTGCA-1 GAAGGTCTTAAAGG-1
#> "01" "021" "03" "01" "0222"
#> GAAGTAGACTCCCA-1 GAAGTAGATCCAAG-1 GAAGTCACCCTCGT-1 GAAGTCACCCTGTC-1 GAAGTCTGTCGCAA-1
#> "03" "0221" "021" "04" "04"
#> GAAGTCTGTTCTGT-1 GAAGTGCTAAACGA-1 GAAGTGCTCCGCTT-1 GAAGTGCTTAACCG-1 GAATGCACCCTAAG-1
#> "01" "03" "0222" "01" "01"
#> GAATGCACCTTCGC-1 GAATGCTGCGGTAT-1 GAATTAACGATAAG-1 GAATTAACGGTCAT-1 GAATTAACGTCGTA-1
#> "03" "01" "01" "01" "03"
#> GAATTAACTGAAGA-1 GACAACACAGGCGA-1 GACAACACATCGTG-1 GACAACACTCGCCT-1 GACAACTGAGGTTC-1
#> "04" "01" "01" "01" "01"
#> GACAGGGAAGAGTA-1 GACAGGGAATGCCA-1 GACAGTACGAGCTT-1 GACAGTACTTCGGA-1 GACAGTTGAGTAGA-1
#> "04" "01" "0221" "0221" "04"
#> GACATTCTCCACCT-1 GACCAAACGACTAC-1 GACCAAACGTATCG-1 GACCCTACTAAAGG-1 GACCTAGACCTCAC-1
#> "0222" "021" "021" "04" "01"
#> GACCTAGACGAGAG-1 GACCTCACAAGGTA-1 GACCTCACGTACGT-1 GACCTCTGCATCAG-1 GACGAACTCCCACT-1
#> "01" "01" "0222" "01" "01"
#> GACGATTGCCAATG-1 GACGCCGACCTTCG-1 GACGCTCTCTCTCG-1 GACGGCACACGGGA-1 GACGGCACGAGATA-1
#> "04" "01" "03" "03" "0222"
#> GACGTAACCTATGG-1 GACGTAACCTGTGA-1 GACGTAACTATGGC-1 GACGTATGTTGACG-1 GACGTATGTTTGCT-1
#> "01" "01" "01" "01" "01"
#> GACGTCCTACGGAG-1 GACGTCCTCTCAAG-1 GACGTCCTGATAAG-1 GACTACGATGGTCA-1 GACTCCTGCTCGCT-1
#> "01" "021" "04" "04" "01"
#> GACTCCTGGGTTAC-1 GACTCCTGTTATCC-1 GACTCCTGTTGGTG-1 GACTGAACCAATCG-1 GACTGATGTGATGC-1
#> "01" "01" "021" "021" "01"
#> GACTTTACATGCCA-1 GACTTTACGACAGG-1 GAGAAATGTTCTCA-1 GAGATAGAAAAAGC-1 GAGATCACGACAAA-1
#> "01" "04" "04" "0222" "0221"
#> GAGATGCTCTGGAT-1 GAGATGCTGAATGA-1 GAGCAGGATTCCCG-1 GAGCATACTTTGCT-1 GAGCGCACGCGTAT-1
#> "03" "01" "03" "0221" "021"
#> GAGCGCACGGTGAG-1 GAGCGCTGAAGATG-1 GAGCGCTGTCTTAC-1 GAGCGGCTGGGAGT-1 GAGGACGACTCAGA-1
#> "01" "03" "021" "04" "01"
#> GAGGATCTGAAAGT-1 GAGGCAGACTTGCC-1 GAGGGAACACCAGT-1 GAGGGAACGAGGGT-1 GAGGGATGGGAAAT-1
#> "04" "03" "01" "01" "01"
#> GAGGGCCTTCACCC-1 GAGGGTGAAGAGTA-1 GAGGTACTACGGTT-1 GAGGTACTACTCAG-1 GAGGTACTGACACT-1
#> "01" "01" "01" "021" "03"
#> GAGGTACTGGGAGT-1 GAGGTACTTAGCGT-1 GAGGTGGAGTACGT-1 GAGGTGGATCCTCG-1 GAGGTTACTCGTTT-1
#> "01" "0222" "01" "03" "0222"
#> GAGGTTTGTAAGCC-1 GAGTCAACCATTCT-1 GAGTCAACGGGAGT-1 GAGTCTGATCGTGA-1 GAGTCTGATTTGGG-1
#> "021" "01" "01" "01" "04"
#> GAGTGACTCAGCTA-1 GAGTGACTCGGTAT-1 GAGTGACTCTTGCC-1 GAGTGACTGACTAC-1 GAGTGACTGTCTAG-1
#> "03" "03" "04" "04" "01"
#> GAGTGGGAGTCTTT-1 GAGTGGGATGCCCT-1 GAGTGGGATGCTGA-1 GAGTGTTGCTGTAG-1 GAGTGTTGTGGTCA-1
#> "04" "01" "04" "01" "01"
#> GAGTTGTGCATGGT-1 GAGTTGTGCTGAGT-1 GAGTTGTGGCGAGA-1 GAGTTGTGGTAGCT-1 GAGTTGTGTATGCG-1
#> "021" "03" "021" "03" "0221"
#> GATAAGGAGAAACA-1 GATAAGGATTCACT-1 GATACTCTATCGGT-1 GATACTCTTACTTC-1 GATACTCTTGACTG-1
#> "021" "021" "01" "01" "021"
#> GATAGAGAAGGGTG-1 GATAGAGACTGTGA-1 GATAGAGATCACGA-1 GATAGCACCCATAG-1 GATAGCACGAAGGC-1
#> "03" "01" "021" "01" "0222"
#> GATAGCACTTGTCT-1 GATATAACAAGGTA-1 GATATAACACGCAT-1 GATATATGCTGGAT-1 GATATATGTCCGTC-1
#> "01" "01" "01" "01" "03"
#> GATATATGTGGAGG-1 GATATCCTAGAAGT-1 GATATCCTCCCGTT-1 GATATTGACAGGAG-1 GATATTGACGAGTT-1
#> "021" "01" "021" "03" "0221"
#> GATATTGAGCCAAT-1 GATCCCTGACCTTT-1 GATCCCTGTGTAGC-1 GATCCGCTGGTCAT-1 GATCGAACCGAGAG-1
#> "01" "03" "03" "021" "01"
#> GATCGATGACTAGC-1 GATCGATGGTAAAG-1 GATCGATGTAAGGA-1 GATCGTGACACTAG-1 GATCGTGATTCACT-1
#> "04" "04" "021" "01" "01"
#> GATCTACTGGTGAG-1 GATCTACTTTGCAG-1 GATCTTACACCCAA-1 GATCTTACCCTACC-1 GATCTTACGAATAG-1
#> "01" "04" "0221" "01" "021"
#> GATCTTACGAGATA-1 GATGCAACTCCAGA-1 GATGCCCTACGTAC-1 GATGCCCTCTCATT-1 GATGCCCTGGCAAG-1
#> "021" "01" "01" "01" "021"
#> GATGCCCTTTTGCT-1 GATTACCTTGTTCT-1 GATTCGGAACGACT-1 GATTCGGACAGGAG-1 GATTCGGAGAAGGC-1
#> "01" "01" "01" "0222" "0221"
#> GATTCTTGATTCGG-1 GATTCTTGCCGATA-1 GATTCTTGCGAGTT-1 GATTGGACCCGTTC-1 GATTGGACGGTGTT-1
#> "0222" "01" "04" "04" "04"
#> GATTGGACTTTCGT-1 GATTGGTGTGTCAG-1 GATTTAGACACTCC-1 GATTTAGACTAAGC-1 GATTTAGATTCGTT-1
#> "04" "01" "0221" "04" "021"
#> GATTTGCTAACGAA-1 GATTTGCTAACGGG-1 GCAACCCTCCTCGT-1 GCAACTGATTGCGA-1 GCAAGACTACTGGT-1
#> "01" "021" "021" "01" "01"
#> GCAAGACTAGGTCT-1 GCAAGACTCCCTTG-1 GCAATCGACTGCAA-1 GCAATCGAGACGTT-1 GCAATCGATCCTTA-1
#> "01" "01" "01" "0222" "021"
#> GCAATTCTCGTGTA-1 GCAATTCTTCTCCG-1 GCACAAACAATGCC-1 GCACAAACGGTACT-1 GCACAATGGTGCAT-1
#> "01" "01" "01" "01" "021"
#> GCACACCTGTGCTA-1 GCACCACTCATGAC-1 GCACCACTGTTTGG-1 GCACCACTTCCTTA-1 GCACCACTTTCGGA-1
#> "03" "021" "021" "03" "021"
#> GCACCTACGCGATT-1 GCACCTTGGCTGTA-1 GCACCTTGGGGAGT-1 GCACGGACCAGCTA-1 GCACGGTGACCTCC-1
#> "01" "01" "0222" "01" "01"
#> GCACGGTGCTATGG-1 GCACTAGAACGGGA-1 GCACTAGAAGATGA-1 GCACTAGACCTTTA-1 GCACTAGACGTAAC-1
#> "0222" "01" "04" "0221" "04"
#> GCACTAGAGTCGTA-1 GCACTAGATGCAAC-1 GCACTGCTGAGGCA-1 GCAGATACAGCGTT-1 GCAGATACGACGGA-1
#> "03" "01" "01" "01" "01"
#> GCAGATACGCAGAG-1 GCAGCCGACAGTCA-1 GCAGCGTGCACTCC-1 GCAGCTCTCAATCG-1 GCAGCTCTGTTTCT-1
#> "01" "01" "01" "01" "01"
#> GCAGGGCTAAGAAC-1 GCAGGGCTAAGGGC-1 GCAGGGCTATCGAC-1 GCAGGGCTTGGGAG-1 GCAGTCCTAACTGC-1
#> "01" "01" "03" "03" "01"
#> GCAGTCCTCTCTTA-1 GCATCAGATGCGTA-1 GCATGTGACAAGCT-1 GCATTGGAGAAGGC-1 GCCAAAACGAGGCA-1
#> "01" "01" "01" "01" "03"
#> GCCAAATGATCGAC-1 GCCAACCTACGGTT-1 GCCAACCTCGCCTT-1 GCCACGGAGGCGAA-1 GCCACGGATACTGG-1
#> "01" "01" "01" "021" "01"
#> GCCACTACGTCTTT-1 GCCCAACTACCGAT-1 GCCCAACTATGGTC-1 GCCCATACAGCGTT-1 GCCGACGAACTCTT-1
#> "01" "01" "03" "03" "0222"
#> GCCGAGTGCGTTGA-1 GCCGGAACGAACTC-1 GCCGGAACGTTCTT-1 GCCGGAACTGCACA-1 GCCGGAACTTACTC-1
#> "01" "03" "03" "03" "01"
#> GCCGTACTACCTGA-1 GCCGTACTGGCAAG-1 GCCTACACAGTTCG-1 GCCTACACCACTGA-1 GCCTACACCTTGAG-1
#> "01" "021" "03" "0221" "01"
#> GCCTAGCTACGGAG-1 GCCTAGCTCTATTC-1 GCCTAGCTTCTCAT-1 GCCTAGCTTCTCTA-1 GCCTCAACCATGGT-1
#> "04" "01" "01" "0221" "01"
#> GCCTCAACTCTTTG-1 GCCTCATGTCTTAC-1 GCCTGACTCTCAAG-1 GCGAAGGAACTCTT-1 GCGAAGGATGCCAA-1
#> "03" "01" "021" "01" "01"
#> GCGAGAGAGGGACA-1 GCGAGCACTGTCGA-1 GCGAGCACTTGACG-1 GCGAGCACTTGCTT-1 GCGATATGGTACGT-1
#> "01" "04" "01" "021" "01"
#> GCGATATGGTGTTG-1 GCGCACGAAGTCGT-1 GCGCACGACTTTAC-1 GCGCATCTAGGTCT-1 GCGCATCTGGTTAC-1
#> "01" "01" "021" "01" "01"
#> GCGCATCTTCGATG-1 GCGCATCTTGCTCC-1 GCGCATCTTTCTAC-1 GCGCGAACGTTCTT-1 GCGCGATGAACGGG-1
#> "01" "03" "01" "04" "01"
#> GCGCGATGGTGCAT-1 GCGGAGCTCCTGAA-1 GCGGCAACCCGATA-1 GCGGCAACGGAGGT-1 GCGGCAACTGTCGA-1
#> "03" "01" "01" "04" "021"
#> GCGTAAACACGGTT-1 GCGTAATGCACCAA-1 GCGTATGAACACCA-1 GCGTATGATGAGAA-1 GCTACAGAAAGGTA-1
#> "0222" "0221" "01" "0222" "01"
#> GCTACAGAATCTTC-1 GCTACCTGAGAAGT-1 GCTACCTGATCACG-1 GCTACGCTAGAATG-1 GCTACGCTAGCTAC-1
#> "04" "021" "01" "01" "01"
#> GCTACGCTCCCTAC-1 GCTAGAACAGAGGC-1 GCTAGAACGGATCT-1 GCTAGAACTCCCGT-1 GCTAGATGAGCTCA-1
#> "01" "04" "01" "01" "021"
#> GCTAGATGGCGATT-1 GCTATACTAAGGCG-1 GCTATACTAGCGTT-1 GCTATACTCTCTTA-1 GCTATACTGGACGA-1
#> "03" "01" "03" "01" "01"
#> GCTCAAGAACCATG-1 GCTCAAGAAGTCAC-1 GCTCAGCTGTCTAG-1 GCTCCATGAGAAGT-1 GCTCCATGCCGAAT-1
#> "0222" "0222" "01" "03" "01"
#> GCTCGACTCTAGTG-1 GCTGATGAGGTATC-1 GCTTAACTACAGTC-1 GCTTAACTACTGGT-1 GCTTAACTGCTGAT-1
#> "021" "021" "021" "03" "01"
#> GCTTAACTTAGACC-1 GCTTAACTTCAGTG-1 GGAACACTCACTTT-1 GGAACACTTCAGAC-1 GGAACTACTACTTC-1
#> "021" "01" "021" "03" "01"
#> GGAACTTGAAGGTA-1 GGAACTTGAGAATG-1 GGAACTTGCTCCAC-1 GGAACTTGGGTAGG-1 GGAAGGACATCGGT-1
#> "0222" "01" "021" "04" "021"
#> GGAAGGACCACTAG-1 GGAAGGACGAGGGT-1 GGAAGGACGCGAAG-1 GGAAGGTGGCGAGA-1 GGAATCTGAAGGGC-1
#> "01" "01" "01" "03" "01"
#> GGAATCTGAGGAGC-1 GGAATCTGCTTAGG-1 GGAATCTGCTTGTT-1 GGAATCTGGGAGGT-1 GGAATGCTTTCTAC-1
#> "01" "04" "021" "01" "01"
#> GGACAGGAAAGGGC-1 GGACAGGAGTGCTA-1 GGACAGGATCTCGC-1 GGACCCGAAGCTAC-1 GGACCGTGCTTACT-1
#> "01" "04" "01" "0222" "021"
#> GGACCGTGGGAACG-1 GGACCGTGTAACGC-1 GGACCTCTGTAAGA-1 GGACCTCTTTTCTG-1 GGACGAGAGTGTCA-1
#> "0222" "01" "021" "03" "021"
#> GGACGCTGACGCAT-1 GGACGCTGCTAGCA-1 GGACGCTGTCCTCG-1 GGAGAGACGTGAGG-1 GGAGCAGATTCAGG-1
#> "01" "01" "03" "01" "04"
#> GGAGCCACCTTCTA-1 GGAGCGCTACGCAT-1 GGAGCGCTCCGAAT-1 GGAGGATGCCACCT-1 GGAGGATGGTTGAC-1
#> "04" "0222" "01" "01" "021"
#> GGAGGATGTCAGTG-1 GGAGGCCTCGTTGA-1 GGAGGCCTTTCTTG-1 GGAGGTGATACGCA-1 GGAGGTGATCGCTC-1
#> "021" "03" "01" "01" "01"
#> GGATACTGCAGCTA-1 GGATACTGTCTAGG-1 GGATAGCTCGTCTC-1 GGATAGCTCTGAAC-1 GGATGTACCAAAGA-1
#> "01" "01" "01" "01" "04"
#> GGATGTACGCGAAG-1 GGATGTACGTCTTT-1 GGATGTACGTGTCA-1 GGATTTCTAGGTTC-1 GGATTTCTTTGTCT-1
#> "01" "021" "03" "01" "0222"
#> GGCAAGGAAAAAGC-1 GGCAAGGAAGAAGT-1 GGCAAGGACTTGGA-1 GGCAAGGAGGACTT-1 GGCAATACGCTAAC-1
#> "03" "01" "021" "01" "04"
#> GGCAATACGGCATT-1 GGCAATACGTTTCT-1 GGCACGTGGCTTAG-1 GGCACTCTTTTGTC-1 GGCATATGCTTATC-1
#> "01" "04" "0221" "01" "03"
#> GGCATATGGGGAGT-1 GGCATATGTGTGAC-1 GGCCACGACAGAGG-1 GGCCAGACTGGTTG-1 GGCCCAGAAAGTAG-1
#> "03" "01" "01" "01" "021"
#> GGCCGAACAACGAA-1 GGCCGAACGCAGAG-1 GGCCGAACGTAGGG-1 GGCCGAACTCTAGG-1 GGCCGATGCAGGAG-1
#> "01" "01" "01" "03" "01"
#> GGCCGATGCCGAAT-1 GGCCGATGTACTCT-1 GGCGACACTGCCCT-1 GGCGACTGCGTAAC-1 GGCGCATGCCTAAG-1
#> "01" "01" "03" "01" "0221"
#> GGCGCATGCTCCAC-1 GGCGCATGTGGAAA-1 GGCGGACTAGAGGC-1 GGCGGACTAGGAGC-1 GGCGGACTCTGACA-1
#> "01" "01" "01" "03" "01"
#> GGCGGACTCTTGGA-1 GGCGGACTTACTGG-1 GGCGGACTTGAACC-1 GGCTAAACACCTGA-1 GGCTAAACTCTTAC-1
#> "03" "01" "01" "03" "01"
#> GGCTAATGAGCACT-1 GGCTAATGGTCTAG-1 GGCTCACTACTCAG-1 GGGAACGAAGCTCA-1 GGGAACGACACAAC-1
#> "03" "01" "021" "0221" "04"
#> GGGAACGAGTGTCA-1 GGGAAGTGTTGAGC-1 GGGACCACACGTTG-1 GGGACCACAGAACA-1 GGGACCACGAATAG-1
#> "021" "021" "03" "01" "01"
#> GGGACCACGTCATG-1 GGGACCACTCAAGC-1 GGGACCACTCGTGA-1 GGGACCACTGCATG-1 GGGACCTGACCCTC-1
#> "01" "01" "01" "01" "021"
#> GGGACCTGCTTGCC-1 GGGACCTGTGGAGG-1 GGGATGGACGACAT-1 GGGATGGATACTTC-1 GGGATGGATGGTTG-1
#> "01" "04" "04" "01" "021"
#> GGGATTACGTCTAG-1 GGGCAAGATGCATG-1 GGGCACACGGTGAG-1 GGGCACACGTTGCA-1 GGGCAGCTTGGGAG-1
#> "01" "021" "0221" "01" "01"
#> GGGCAGCTTTTCTG-1 GGGCCAACCTTGGA-1 GGGCCAACGCGTTA-1 GGGCCAACTACGCA-1 GGGCCAACTCCAAG-1
#> "01" "0222" "04" "021" "04"
#> GGGCCATGATGGTC-1 GGGCCATGTTGACG-1 GGGTAACTCAGCTA-1 GGGTAACTCTAGTG-1 GGGTAACTCTGGAT-1
#> "01" "01" "01" "04" "01"
#> GGGTTAACGTGCAT-1 GGTAAAGAGCTAAC-1 GGTACAACTGCAAC-1 GGTACATGAAAGCA-1 GGTACATGAGCTCA-1
#> "03" "03" "01" "04" "01"
#> GGTACATGCGGTAT-1 GGTACATGGTTACG-1 GGTACATGTGGGAG-1 GGTACTGAACTCTT-1 GGTAGTACACCACA-1
#> "01" "01" "01" "021" "01"
#> GGTAGTACACTAGC-1 GGTAGTACCCTGTC-1 GGTAGTACGCCATA-1 GGTAGTACTGTCTT-1 GGTATCGAGACAAA-1
#> "021" "01" "021" "01" "021"
#> GGTATCGATGAACC-1 GGTCAAACCAAAGA-1 GGTCTAGAGAAACA-1 GGTCTAGATAGCGT-1 GGTGATACCGACTA-1
#> "04" "01" "021" "0222" "04"
#> GGTGATACGACTAC-1 GGTGATACTGTTTC-1 GGTGGAGAAACGGG-1 GGTGGAGAAGTAGA-1 GGTGGAGACAGATC-1
#> "021" "01" "03" "01" "03"
#> GGTGGAGATCGATG-1 GGTGGAGATCTCTA-1 GGTGGAGATTACTC-1 GGTTTACTACGCAT-1 GTAACGTGACCTCC-1
#> "01" "021" "03" "03" "0222"
#> GTAACGTGATCGGT-1 GTAACGTGCAGCTA-1 GTAACGTGGTTGAC-1 GTAAGCACAACGGG-1 GTAAGCACTCATTC-1
#> "04" "04" "04" "01" "04"
#> GTAAGCTGGTACCA-1 GTAATAACCTTCTA-1 GTAATAACGTTGTG-1 GTACCCTGACAGTC-1 GTACCCTGGAGCTT-1
#> "021" "021" "01" "0221" "01"
#> GTACCCTGTCCTTA-1 GTACCCTGTGAACC-1 GTACGTGAACGTTG-1 GTACTTTGTCGACA-1 GTAGACTGAGATGA-1
#> "03" "01" "03" "01" "021"
#> GTAGACTGTATTCC-1 GTAGCAACAGTCGT-1 GTAGCAACCATTTC-1 GTAGCAACGGTAGG-1 GTAGCATGCACTCC-1
#> "01" "021" "04" "021" "04"
#> GTAGCATGTAAGCC-1 GTAGCCCTGACGTT-1 GTAGCTGAAGCTAC-1 GTAGCTGAATTCGG-1 GTAGGTACACGGGA-1
#> "021" "01" "0221" "01" "021"
#> GTAGTGACCTCATT-1 GTAGTGTGAGCGGA-1 GTAGTGTGAGGCGA-1 GTAGTGTGTGGTTG-1 GTATCACTGGTAGG-1
#> "01" "03" "021" "01" "021"
#> GTATCTACAGAAGT-1 GTATCTACGACGAG-1 GTATCTACGTTACG-1 GTATTAGAAACAGA-1 GTATTAGAGGTCTA-1
#> "03" "03" "01" "03" "01"
#> GTATTCACACAGCT-1 GTATTCACGGGTGA-1 GTCAACGACACTGA-1 GTCAACGAGTGTAC-1 GTCAATCTACACCA-1
#> "01" "03" "01" "021" "01"
#> GTCAATCTGTAGCT-1 GTCAATCTTGTGGT-1 GTCACCTGCCTCCA-1 GTCACCTGTCCCGT-1 GTCATACTAATCGC-1
#> "03" "01" "01" "01" "04"
#> GTCATACTGCGATT-1 GTCATACTTCGCCT-1 GTCATACTTTACCT-1 GTCATACTTTGACG-1 GTCCAAGAAAAACG-1
#> "03" "03" "03" "01" "01"
#> GTCCACTGACCTCC-1 GTCCACTGGGTACT-1 GTCCAGCTACGGGA-1 GTCCCATGTGGTGT-1 GTCGAATGAAGGCG-1
#> "01" "0221" "01" "0222" "0222"
#> GTCGACCTGAATGA-1 GTCGACCTGTTCAG-1 GTCGCACTTGAGAA-1 GTCTAACTGGTCTA-1 GTCTAGGAGCTTCC-1
#> "03" "01" "04" "0221" "021"
#> GTGAACACACTCTT-1 GTGAACACTCAGGT-1 GTGACCCTTAAGCC-1 GTGATGACAAGTGA-1 GTGATGACCTGAGT-1
#> "01" "01" "01" "01" "04"
#> GTGATGACGGTTTG-1 GTGATTCTCATTTC-1 GTGATTCTCTCTCG-1 GTGATTCTGGTTCA-1 GTGATTCTGTCGAT-1
#> "01" "01" "021" "03" "01"
#> GTGATTCTTAGCGT-1 GTGCCACTCAGGAG-1 GTGGATTGCACTAG-1 GTGGATTGCGGAGA-1 GTGGATTGTAACGC-1
#> "04" "01" "0221" "01" "01"
#> GTGTACGATCAGTG-1 GTGTAGTGGGTACT-1 GTGTATCTAGCCTA-1 GTGTATCTAGTAGA-1 GTGTATCTGTTACG-1
#> "01" "01" "04" "03" "04"
#> GTGTCAGAAGCGTT-1 GTTAAAACCGAGAG-1 GTTAAATGCTCGAA-1 GTTAAATGTCGACA-1 GTTAACCTAGCTAC-1
#> "03" "03" "01" "04" "01"
#> GTTAACCTTGCTTT-1 GTTAGGTGCACTCC-1 GTTAGGTGCCAGTA-1 GTTAGGTGCCCAAA-1 GTTAGGTGGAACTC-1
#> "0222" "01" "0222" "0221" "04"
#> GTTAGTCTAAGAAC-1 GTTATAGAGGACAG-1 GTTATGCTTTCATC-1 GTTCAACTGGGACA-1 GTTCAACTTATGCG-1
#> "01" "01" "01" "03" "01"
#> GTTGACGAGCCCTT-1 GTTGACGATATCGG-1 GTTGAGTGGTCTTT-1 GTTGAGTGTGCTTT-1 GTTGATCTGGGACA-1
#> "03" "03" "0222" "01" "01"
#> GTTGATCTTTTCAC-1 GTTGGATGTTTACC-1 GTTGTACTATTCCT-1 GTTGTACTTTTGGG-1 GTTTAAGACCATGA-1
#> "03" "0221" "0222" "01" "021"
#> GTTTAAGACTGTCC-1 TAAACAACCAACCA-1 TAAACAACGAATCC-1 TAAAGACTCAGGAG-1 TAAATCGATGAGGG-1
#> "03" "01" "04" "01" "01"
#> TAACAATGTGCCCT-1 TAACACCTTCGCTC-1 TAACACCTTCGTAG-1 TAACACCTTGTTTC-1 TAACATGACACTAG-1
#> "04" "021" "0222" "03" "04"
#> TAACCGGACTTACT-1 TAACGTCTCAACCA-1 TAACGTCTCATTGG-1 TAACTAGAATTTCC-1 TAACTAGACTTAGG-1
#> "01" "021" "01" "01" "01"
#> TAACTAGATCTGGA-1 TAACTCACGAGGAC-1 TAACTCACGTACAC-1 TAACTCACGTATCG-1 TAACTCACTCTACT-1
#> "01" "021" "04" "021" "03"
#> TAAGAACTGTGTCA-1 TAAGAGGACTAAGC-1 TAAGAGGACTTGTT-1 TAAGATACGGTTCA-1 TAAGATTGCGTAGT-1
#> "021" "04" "03" "021" "01"
#> TAAGATTGTTGCTT-1 TAAGCGTGAGGTTC-1 TAAGCGTGGACAAA-1 TAAGCGTGGGAAAT-1 TAAGCGTGTGCTCC-1
#> "01" "021" "0222" "01" "0221"
#> TAAGGCTGCCATGA-1 TAAGGCTGCTGCTC-1 TAAGGCTGTCTCGC-1 TAAGGGCTGCTGTA-1 TAAGGGCTTTACTC-1
#> "01" "01" "0222" "03" "01"
#> TAAGTAACCGAGAG-1 TAAGTAACCTCCAC-1 TAAGTAACCTGTAG-1 TAAGTAACTTGTCT-1 TAATGATGAGCGGA-1
#> "04" "04" "01" "01" "01"
#> TAATGCCTCATGAC-1 TAATGCCTCGTCTC-1 TAATGTGAAGATGA-1 TAATGTGACTGCAA-1 TAATGTGATTACTC-1
#> "01" "03" "01" "0222" "01"
#> TACAAATGGGTACT-1 TACAATGAAAACAG-1 TACAATGACTTAGG-1 TACAATGATGCTAG-1 TACACACTCACACA-1
#> "01" "021" "01" "01" "01"
#> TACACACTCTTACT-1 TACATAGAACGCAT-1 TACATCACACGGGA-1 TACATCACCTGTTT-1 TACATCACGCTAAC-1
#> "01" "01" "01" "0221" "04"
#> TACATCACTGAACC-1 TACCATTGAGGTTC-1 TACCATTGCGGGAA-1 TACCATTGGGGATG-1 TACCATTGTGAGGG-1
#> "0221" "01" "021" "021" "021"
#> TACCGGCTGTTGGT-1 TACGAGTGATCTCT-1 TACGAGTGATGCTG-1 TACGAGTGCGGAGA-1 TACGAGTGGTTGGT-1
#> "01" "01" "0222" "01" "01"
#> TACGATCTAGTGTC-1 TACGATCTCACTGA-1 TACGATCTTACGAC-1 TACGCAGAGAATCC-1 TACGCCACATTCCT-1
#> "01" "0222" "03" "03" "01"
#> TACGCCACTCCCAC-1 TACGCCACTCCGAA-1 TACGGAACGCGTTA-1 TACGGCCTGGGACA-1 TACGTACTACGGAG-1
#> "0221" "04" "04" "03" "01"
#> TACGTACTCAGTTG-1 TACGTACTCCCGTT-1 TACGTTACAGAAGT-1 TACGTTACCAAGCT-1 TACTAAGAAAGGTA-1
#> "01" "04" "01" "021" "04"
#> TACTAAGAATCACG-1 TACTAAGATGATGC-1 TACTAAGATTGCGA-1 TACTACACGAGAGC-1 TACTACACTTACCT-1
#> "01" "021" "01" "01" "04"
#> TACTACTGAACCTG-1 TACTACTGATGTCG-1 TACTACTGATTCTC-1 TACTACTGTATGGC-1 TACTCAACGGTCTA-1
#> "021" "03" "01" "01" "021"
#> TACTCAACTGCTAG-1 TACTCCCTCAGTTG-1 TACTCTGAATCGAC-1 TACTCTGACGAGTT-1 TACTCTGATTGACG-1
#> "04" "01" "03" "01" "04"
#> TACTGGGATCGATG-1 TACTGTTGAAAGCA-1 TACTGTTGAGGCGA-1 TACTGTTGCTGAAC-1 TACTTGACTCCTCG-1
#> "01" "01" "03" "04" "03"
#> TACTTGACTGGTGT-1 TACTTTCTTTTGGG-1 TAGAAACTAATCGC-1 TAGAAACTGCTTCC-1 TAGAAACTGGGATG-1
#> "04" "01" "01" "021" "03"
#> TAGAATTGCGACAT-1 TAGAATTGTATCGG-1 TAGACGTGCTTGAG-1 TAGACGTGTCGCTC-1 TAGAGCACCTTACT-1
#> "01" "01" "01" "01" "04"
#> TAGATTGACTTGTT-1 TAGATTGAGGCATT-1 TAGCATCTCAGCTA-1 TAGCATCTCCCTCA-1 TAGCATCTGCTGTA-1
#> "04" "01" "03" "01" "0221"
#> TAGCATCTGGGACA-1 TAGCATCTTGTCGA-1 TAGCCCACAAAAGC-1 TAGCCCACAGCCAT-1 TAGCCCACAGCTAC-1
#> "01" "01" "01" "03" "03"
#> TAGCCCACCCACAA-1 TAGCCCTGCGGAGA-1 TAGCCGCTTACGAC-1 TAGCCGCTTACTTC-1 TAGCCGCTTTCCAT-1
#> "01" "01" "01" "03" "0222"
#> TAGCTACTGAATAG-1 TAGCTACTGTAGCT-1 TAGCTACTTTTGCT-1 TAGGACTGTGCTGA-1 TAGGAGCTAAGGCG-1
#> "04" "01" "01" "01" "04"
#> TAGGAGCTGAGGGT-1 TAGGAGCTTGCATG-1 TAGGCAACCGTCTC-1 TAGGCATGCTCTCG-1 TAGGCATGGCGAGA-1
#> "01" "04" "04" "03" "03"
#> TAGGCTGATGCCTC-1 TAGGGACTGAACTC-1 TAGGTCGACACTGA-1 TAGGTCGAGGATCT-1 TAGGTGACACACTG-1
#> "021" "03" "01" "04" "01"
#> TAGGTGACACGTTG-1 TAGGTGTGTTCTGT-1 TAGGTTCTGAAGGC-1 TAGGTTCTTCTTAC-1 TAGGTTCTTGCTGA-1
#> "04" "03" "01" "0221" "021"
#> TAGTAAACCTCGCT-1 TAGTAAACGTCACA-1 TAGTAATGAGATCC-1 TAGTACCTAAGAAC-1 TAGTATGATCTTAC-1
#> "01" "01" "01" "021" "04"
#> TAGTATGATTCTCA-1 TAGTCTTGGCTGTA-1 TAGTCTTGGGACTT-1 TAGTCTTGTGGAAA-1 TAGTGGTGAAGTGA-1
#> "01" "01" "01" "03" "03"
#> TAGTTAGAACCACA-1 TAGTTAGATGAACC-1 TATAAGACAACAGA-1 TATAAGACAGCTCA-1 TATAAGTGACACCA-1
#> "03" "01" "01" "0221" "0221"
#> TATAAGTGTATCGG-1 TATAAGTGTGGTGT-1 TATACAGAACCCTC-1 TATACAGAAGAACA-1 TATACAGATCCAGA-1
#> "021" "0221" "01" "01" "01"
#> TATACCACCTGATG-1 TATACGCTACCAAC-1 TATAGATGGACGGA-1 TATAGATGTTCCGC-1 TATCCAACCAGCTA-1
#> "04" "01" "01" "0221" "021"
#> TATCCAACTCTCTA-1 TATCGACTACTAGC-1 TATCGACTCGATAC-1 TATCGTACAGATGA-1 TATCGTACATTCCT-1
#> "03" "01" "0221" "01" "021"
#> TATCTCGAGAGATA-1 TATCTGACAGGTTC-1 TATCTGACTGTTTC-1 TATCTTCTAAACAG-1 TATGAATGGAGGAC-1
#> "01" "03" "01" "01" "03"
#> TATGAATGTTTGCT-1 TATGCGGATAACCG-1 TATGGGTGCATCAG-1 TATGGGTGCTAGCA-1 TATGGTCTCTACCC-1
#> "0221" "01" "03" "04" "01"
#> TATGTCACGGAACG-1 TATGTCACTAACCG-1 TATGTCACTTCTCA-1 TATGTGCTCCGATA-1 TATGTGCTGGATTC-1
#> "04" "0222" "04" "021" "01"
#> TATTGCTGAAGAAC-1 TATTGCTGCCGTTC-1 TATTGCTGTCTGGA-1 TATTGCTGTGCACA-1 TATTTCCTATTGGC-1
#> "021" "04" "01" "01" "021"
#> TATTTCCTGGAGGT-1 TATTTCCTGGTGTT-1 TCAACACTGTTTGG-1 TCAAGGACAGCGTT-1 TCAAGGACATTCTC-1
#> "03" "01" "03" "01" "03"
#> TCAAGGACGGTGTT-1 TCAATCACACTCTT-1 TCAATCACAGTCGT-1 TCACAACTATGTGC-1 TCACAACTTTGCTT-1
#> "021" "03" "0221" "01" "021"
#> TCACATACACTTTC-1 TCACATACAGGGTG-1 TCACCCGAGACGGA-1 TCACCGTGCTCGCT-1 TCACCTCTACGACT-1
#> "01" "01" "0222" "0221" "03"
#> TCACCTCTTCCAAG-1 TCACGAGAGGAGGT-1 TCACTATGGGGCAA-1 TCACTATGGTTGTG-1 TCAGACGACGCTAA-1
#> "0221" "04" "03" "04" "01"
#> TCAGACGACGTTAG-1 TCAGAGACTCCAGA-1 TCAGCAGACTCCAC-1 TCAGCGCTCTAGTG-1 TCAGCGCTGGATCT-1
#> "03" "01" "01" "01" "04"
#> TCAGCGCTGGTATC-1 TCAGGATGAAGTAG-1 TCAGGATGCCTTTA-1 TCAGTGGAAGATCC-1 TCAGTTACCTACGA-1
#> "01" "01" "0221" "03" "021"
#> TCAGTTACTAGAAG-1 TCATCAACCCGATA-1 TCATCAACTGTTCT-1 TCATCATGCAGTTG-1 TCATCCCTTACTGG-1
#> "01" "01" "0222" "01" "01"
#> TCATTCGATACAGC-1 TCCACGTGGAAACA-1 TCCACTCTACACTG-1 TCCACTCTGAGCTT-1 TCCACTCTTACTTC-1
#> "0221" "01" "01" "021" "04"
#> TCCATAACAAAGTG-1 TCCATAACCGTAGT-1 TCCATAACGATGAA-1 TCCATAACTACGCA-1 TCCATCCTCCCTAC-1
#> "01" "04" "01" "01" "03"
#> TCCCACGATCATTC-1 TCCCATCTCAAAGA-1 TCCCGAACACAGTC-1 TCCCGAACTTCGCC-1 TCCCGATGAGATCC-1
#> "01" "021" "03" "0221" "01"
#> TCCCGATGCCTGAA-1 TCCCTACTCAACTG-1 TCCGAAGACAATCG-1 TCCGAAGACGTTAG-1 TCCGGACTGAGGTG-1
#> "021" "04" "021" "01" "01"
#> TCCGGACTGTACGT-1 TCCTAAACATCGAC-1 TCCTAAACCGAGAG-1 TCCTAAACCGCATA-1 TCCTAATGGTTTGG-1
#> "01" "01" "01" "03" "03"
#> TCCTACCTGTCGTA-1 TCCTATGAAAAGCA-1 TCGAATCTCTGGTA-1 TCGACCTGCCGATA-1 TCGACGCTTCTATC-1
#> "01" "03" "03" "0221" "021"
#> TCGACGCTTTGACG-1 TCGAGAACGACAGG-1 TCGAGAACGTTAGC-1 TCGAGCCTATCAGC-1 TCGAGCCTGCGAGA-1
#> "01" "01" "03" "04" "01"
#> TCGAGCCTTGTGAC-1 TCGATACTATTCCT-1 TCGATACTTGCACA-1 TCGATTTGATGCCA-1 TCGATTTGCACTCC-1
#> "01" "01" "01" "021" "01"
#> TCGATTTGCAGCTA-1 TCGATTTGCCTACC-1 TCGATTTGTCGTGA-1 TCGCAGCTAGATCC-1 TCGCCATGAGACTC-1
#> "03" "021" "04" "01" "01"
#> TCGCCATGTGGTCA-1 TCGGACCTAACAGA-1 TCGGACCTATAAGG-1 TCGGACCTGTACAC-1 TCGGTAGAGTAGGG-1
#> "04" "01" "04" "01" "01"
#> TCGGTAGATCCCAC-1 TCGTAGGATCGACA-1 TCGTTATGGACAAA-1 TCTAACACCAGTTG-1 TCTAACACGAGCAG-1
#> "04" "01" "01" "03" "0222"
#> TCTAACTGAACCAC-1 TCTAAGCTAATGCC-1 TCTAAGCTTAGTCG-1 TCTAAGCTTCTAGG-1 TCTAAGCTTGTTCT-1
#> "01" "01" "03" "0221" "021"
#> TCTAAGCTTTCGCC-1 TCTACAACGACTAC-1 TCTAGACTTAGAAG-1 TCTAGTTGCACCAA-1 TCTATGTGAAGAGT-1
#> "04" "0222" "021" "0222" "021"
#> TCTATGTGAGTCTG-1 TCTCAAACCTAAGC-1 TCTCTAGAATTTCC-1 TCTGATACACGTGT-1 TCTGATACTCGCCT-1
#> "01" "04" "01" "01" "01"
#> TCTTACGAACCTGA-1 TCTTCAGAGCTACA-1 TCTTGATGCGGAGA-1 TGAAATTGGTGAGG-1 TGAACCGAAAACGA-1
#> "021" "0222" "01" "021" "01"
#> TGAACCGACTACTT-1 TGAACCGATTCGGA-1 TGAAGCACTCACGA-1 TGAAGCTGAACGAA-1 TGAAGCTGCATGGT-1
#> "0221" "0221" "01" "01" "04"
#> TGAAGCTGCGTAAC-1 TGAATAACCACTTT-1 TGAATAACTCCCAC-1 TGACACGACCTTAT-1 TGACCAGACAACCA-1
#> "01" "01" "03" "04" "01"
#> TGACCAGAGGATTC-1 TGACCGCTAAAAGC-1 TGACCGCTCTGCAA-1 TGACGATGCAAAGA-1 TGACGCCTGTACCA-1
#> "01" "01" "01" "021" "01"
#> TGACGCCTTTACTC-1 TGACTGGAAGAGAT-1 TGACTGGACCGTAA-1 TGACTGGACGCAAT-1 TGACTGGAGGACAG-1
#> "03" "021" "01" "01" "04"
#> TGACTGGATTCTCA-1 TGACTTACACACCA-1 TGACTTACAGTCTG-1 TGACTTTGCGCATA-1 TGACTTTGTTTGTC-1
#> "01" "01" "0222" "01" "01"
#> TGAGACACAAGGTA-1 TGAGACACTCAAGC-1 TGAGCTGAATGCTG-1 TGAGCTGACTGGAT-1 TGAGCTGATGCTAG-1
#> "01" "01" "0221" "021" "021"
#> TGAGGACTCTCATT-1 TGAGGACTTCATTC-1 TGAGGTACGAACCT-1 TGAGTCGAGTTACG-1 TGAGTGACTGAGCT-1
#> "021" "01" "0221" "04" "01"
#> TGATAAACGAATCC-1 TGATAAACTCCGTC-1 TGATAAACTTTCAC-1 TGATACCTCACTAG-1 TGATACCTGTTGGT-1
#> "01" "03" "01" "021" "01"
#> TGATACCTTATGCG-1 TGATACCTTGAAGA-1 TGATATGAACCTTT-1 TGATCACTAGCATC-1 TGATCACTCTCGCT-1
#> "01" "01" "01" "03" "01"
#> TGATCACTTCTACT-1 TGATCGGACTGACA-1 TGATCGGAGGAGCA-1 TGATCGGATATGCG-1 TGATTAGACATTGG-1
#> "04" "0221" "04" "0221" "01"
#> TGATTAGATGACTG-1 TGATTAGATGCTAG-1 TGATTCACTATGCG-1 TGATTCACTGTCAG-1 TGATTCTGCCGAAT-1
#> "04" "01" "01" "04" "01"
#> TGATTCTGCTCTTA-1 TGCAAGTGAGAACA-1 TGCAAGTGGGTAGG-1 TGCAATCTTCAGGT-1 TGCACAGACGACAT-1
#> "01" "01" "021" "0222" "03"
#> TGCCAAGAGCAGTT-1 TGCCAAGATCTCTA-1 TGCCACTGAACGTC-1 TGCCACTGCGATAC-1 TGCCAGCTTGGCAT-1
#> "021" "01" "01" "03" "01"
#> TGCCCAACAGCAAA-1 TGCCCAACCGCATA-1 TGCCGACTCTCCCA-1 TGCGAAACAGTCAC-1 TGCGAAACGTTGCA-1
#> "01" "0221" "04" "04" "04"
#> TGCGATGAACGGTT-1 TGCGATGACCTCGT-1 TGCGATGACTAGTG-1 TGCGATGACTGCTC-1 TGCGATGACTTGCC-1
#> "01" "01" "04" "04" "04"
#> TGCGATGAGTGCTA-1 TGCGCACTCTTGAG-1 TGCGTAGAATAAGG-1 TGCGTAGACGGGAA-1 TGCGTAGATGGTCA-1
#> "021" "021" "021" "04" "0221"
#> TGCTAGGAAACCGT-1 TGCTAGGATAGTCG-1 TGCTATACGGTTCA-1 TGCTATACTGCTGA-1 TGCTGAGAGAGCAG-1
#> "03" "01" "021" "03" "03"
#> TGCTGAGATTATCC-1 TGGAAAGACTCTCG-1 TGGAAAGAGCGATT-1 TGGAAAGAGGTCAT-1 TGGAAAGATATGGC-1
#> "01" "04" "01" "0221" "01"
#> TGGAACACAAACAG-1 TGGAACACGCTAAC-1 TGGAAGCTCAGATC-1 TGGACCCTACACTG-1 TGGACCCTCATGGT-1
#> "03" "01" "01" "021" "01"
#> TGGACCCTGGTACT-1 TGGACTGAGTATGC-1 TGGAGACTATCAGC-1 TGGAGACTTCAAGC-1 TGGAGACTTGACCA-1
#> "0222" "01" "021" "01" "03"
#> TGGAGGGACGGAGA-1 TGGAGGGAGCTATG-1 TGGATCGATAAAGG-1 TGGATGTGACCTAG-1 TGGATGTGTGAAGA-1
#> "021" "01" "01" "04" "04"
#> TGGATTCTCATACG-1 TGGCAATGCTTGTT-1 TGGCACCTTCACGA-1 TGGCACCTTCAGTG-1 TGGGTATGAAGAGT-1
#> "01" "04" "01" "0222" "01"
#> TGGGTATGCACAAC-1 TGGGTATGGTACGT-1 TGGGTATGTTTGGG-1 TGGTAGACATGCCA-1 TGGTAGACCCTCAC-1
#> "01" "04" "021" "01" "03"
#> TGGTAGACCTGATG-1 TGGTAGTGCACTGA-1 TGGTATCTAAACAG-1 TGGTATCTCTTCCG-1 TGGTCAGACCCAAA-1
#> "01" "021" "01" "01" "01"
#> TGGTTACTGACGTT-1 TGGTTACTGTTCTT-1 TGTAACCTAGAGGC-1 TGTAACCTTGCCTC-1 TGTAATGACACAAC-1
#> "021" "01" "01" "0222" "03"
#> TGTAATGAGGTAAA-1 TGTACTTGCTCTAT-1 TGTAGGTGCGAGAG-1 TGTAGGTGCTATGG-1 TGTAGGTGCTCTAT-1
#> "03" "0221" "04" "01" "0222"
#> TGTAGGTGTGCTGA-1 TGTAGTCTTCCAGA-1 TGTAGTCTTGCACA-1 TGTATCTGTTAGGC-1 TGTATGCTCATGGT-1
#> "01" "01" "03" "01" "04"
#> TGTATGCTGTAGGG-1 TGTATGCTTTCATC-1 TGTCAGGAATACCG-1 TGTCAGGAGATGAA-1 TGTCTAACCCCTTG-1
#> "01" "01" "01" "0221" "01"
#> TGTGACGATTCTCA-1 TGTGAGACTGTCAG-1 TGTGAGACTTGAGC-1 TGTGAGTGACCACA-1 TGTGAGTGAGTGCT-1
#> "03" "0221" "01" "01" "0221"
#> TGTGAGTGGAGATA-1 TGTGATCTCTCTAT-1 TGTGATCTGACACT-1 TGTGGATGGCCAAT-1 TGTTAAGACAAAGA-1
#> "03" "04" "01" "04" "021"
#> TGTTAAGATAAGGA-1 TGTTACACCGCATA-1 TGTTACACGACTAC-1 TGTTACTGGCTACA-1 TGTTACTGTAGTCG-1
#> "021" "0221" "021" "03" "03"
#> TTAACCACCGTAAC-1 TTAACCACTAAGGA-1 TTAACCACTCAGAC-1 TTACACACGTGTTG-1 TTACACACTCCTAT-1
#> "01" "03" "01" "01" "01"
#> TTACCATGAATCGC-1 TTACCATGGTTGAC-1 TTACCATGTGTCTT-1 TTACCATGTTGTGG-1 TTACGACTGAGAGC-1
#> "021" "01" "03" "04" "01"
#> TTACGACTTGACAC-1 TTACGTACGTTCAG-1 TTACTCGAAGAATG-1 TTACTCGACGCAAT-1 TTACTCGAGGGTGA-1
#> "021" "03" "021" "0222" "01"
#> TTACTCGATCTACT-1 TTAGAATGTGGTGT-1 TTAGAATGTGTAGC-1 TTAGACCTCCTACC-1 TTAGACCTCCTTTA-1
#> "03" "01" "01" "01" "021"
#> TTAGCTACAACCGT-1 TTAGCTACTGTCCC-1 TTAGCTACTTTCGT-1 TTAGGGACGCGAAG-1 TTAGGGTGCTGGAT-1
#> "01" "0222" "01" "01" "04"
#> TTAGGGTGTCCTGC-1 TTAGGTCTACTTTC-1 TTAGTCACCAGTTG-1 TTAGTCTGAAAGCA-1 TTAGTCTGCCAACA-1
#> "0222" "021" "01" "04" "03"
#> TTAGTCTGTGCACA-1 TTATCCGACTAGTG-1 TTATCCGAGAAAGT-1 TTATGAGAGATAAG-1 TTATGCACGTCACA-1
#> "01" "04" "0222" "01" "04"
#> TTATGGCTTATGGC-1 TTATTCCTATGCTG-1 TTATTCCTGGACAG-1 TTATTCCTGGTACT-1 TTATTCCTTCGTGA-1
#> "0222" "0222" "04" "04" "01"
#> TTCAAAGATAAAGG-1 TTCAACACAACAGA-1 TTCAACACCCCAAA-1 TTCAACACGGACGA-1 TTCAAGCTAAGAAC-1
#> "01" "01" "021" "0221" "021"
#> TTCAAGCTAGATGA-1 TTCAAGCTGTTGAC-1 TTCAAGCTTGATGC-1 TTCAAGCTTTCGCC-1 TTCACAACCCGTTC-1
#> "01" "01" "01" "01" "0222"
#> TTCACAACGTCTGA-1 TTCAGACTACCCAA-1 TTCAGACTCTCGAA-1 TTCAGTACCGACTA-1 TTCAGTACTCAAGC-1
#> "021" "01" "01" "01" "01"
#> TTCAGTACTCCTAT-1 TTCAGTTGCCAAGT-1 TTCAGTTGTCCTTA-1 TTCAGTTGTCTAGG-1 TTCAGTTGTCTCGC-1
#> "021" "01" "021" "01" "04"
#> TTCATCGAGGTGGA-1 TTCATGTGTGGTGT-1 TTCATTCTATGTCG-1 TTCATTCTTCTCTA-1 TTCCAAACCTATGG-1
#> "021" "01" "021" "01" "021"
#> TTCCAAACCTCCCA-1 TTCCAAACTCCCAC-1 TTCCAAACTTGACG-1 TTCCATGACGAGAG-1 TTCCATGACTGTCC-1
#> "04" "03" "03" "021" "01"
#> TTCCCACTTGAGGG-1 TTCCCACTTGTCTT-1 TTCCTAGAAAGTGA-1 TTCCTAGACTAGTG-1 TTCGAGGACTCTAT-1
#> "03" "021" "01" "0221" "01"
#> TTCGAGGAGGGCAA-1 TTCGAGGATAGAAG-1 TTCGATTGAGCATC-1 TTCGGAGAATGCCA-1 TTCGGAGATGTGCA-1
#> "01" "0221" "01" "021" "01"
#> TTCGTATGAAAAGC-1 TTCGTATGGATAGA-1 TTCGTATGGTCTGA-1 TTCGTATGTCCTTA-1 TTCTACGAACGTAC-1
#> "03" "03" "01" "0222" "01"
#> TTCTACGAGTTGGT-1 TTCTAGTGACACGT-1 TTCTAGTGCATGAC-1 TTCTAGTGGAGAGC-1 TTCTAGTGGTCACA-1
#> "01" "01" "021" "03" "0222"
#> TTCTCAGAAGAGAT-1 TTCTCAGAAGCATC-1 TTCTCAGATGGAGG-1 TTCTGATGGAGACG-1 TTCTTACTCTGGAT-1
#> "01" "04" "01" "03" "0221"
#> TTGAACCTCCTTGC-1 TTGAATGAACTACG-1 TTGAATGACTTACT-1 TTGAATGATCTCAT-1 TTGACACTCTGTAG-1
#> "04" "0221" "01" "04" "01"
#> TTGACACTGATAAG-1 TTGAGGACAGAACA-1 TTGAGGACTACGCA-1 TTGAGGTGGACGGA-1 TTGCATTGAGCTAC-1
#> "04" "021" "0222" "01" "01"
#> TTGCATTGCTAAGC-1 TTGCATTGTGACTG-1 TTGCTAACACCAAC-1 TTGCTAACACGCTA-1 TTGCTAACCACTCC-1
#> "021" "01" "01" "0221" "01"
#> TTGCTATGGTACGT-1 TTGCTATGGTAGGG-1 TTGGAGACCAATCG-1 TTGGAGACGCTATG-1 TTGGAGACTATGGC-1
#> "0222" "0221" "01" "021" "04"
#> TTGGGAACTGAACC-1 TTGGTACTACTGGT-1 TTGGTACTCTTAGG-1 TTGGTACTGAATCC-1 TTGGTACTGGATTC-1
#> "01" "0222" "01" "04" "04"
#> TTGTACACGTTGTG-1 TTGTACACTTGCAG-1 TTGTAGCTAGCTCA-1 TTGTAGCTCTCTTA-1 TTGTCATGGACGGA-1
#> "04" "01" "01" "04" "03"
#> TTTAGAGATCCTCG-1 TTTAGCTGATACCG-1 TTTAGCTGGATACC-1 TTTAGCTGTACTCT-1 TTTAGGCTCCTTTA-1
#> "04" "01" "021" "021" "021"
#> TTTATCCTGTTGTG-1 TTTCACGAGGTTCA-1 TTTCAGTGGAAGGC-1 TTTCAGTGTCACGA-1 TTTCAGTGTCTATC-1
#> "0222" "01" "01" "04" "021"
#> TTTCAGTGTGCAGT-1 TTTCCAGAGGTGAG-1 TTTCGAACACCTGA-1 TTTCGAACTCTCAT-1 TTTCTACTGAGGCA-1
#> "04" "01" "04" "021" "04"
#> TTTCTACTTCCTCG-1 TTTGCATGAGAGGC-1 TTTGCATGCCTCAC-1
#> "04" "04" "01"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 227))
#> AAACATACAACCAC-1 AAACATTGAGCTAC-1 AAACATTGATCAGC-1 AAACCGTGCTTCCG-1 AAACCGTGTATGCG-1
#> "01" "04" "01" "022" "03"
#> AAACGCACTGGTAC-1 AAACGCTGACCAGT-1 AAACGCTGGTTCTT-1 AAACGCTGTAGCCA-1 AAACGCTGTTTCTG-1
#> "01" "01" "01" "03" "021"
#> AAACTTGAAAAACG-1 AAACTTGATCCAGA-1 AAAGAGACGAGATA-1 AAAGAGACGCGAGA-1 AAAGAGACGGACTT-1
#> "04" "01" "01" "021" "01"
#> AAAGAGACGGCATT-1 AAAGCAGATATCGG-1 AAAGCCTGTATGCG-1 AAAGGCCTGTCTAG-1 AAAGTTTGATCACG-1
#> "01" "022" "01" "04" "04"
#> AAAGTTTGGGGTGA-1 AAAGTTTGTAGAGA-1 AAAGTTTGTAGCGT-1 AAATCAACAATGCC-1 AAATCAACACCAGT-1
#> "04" "01" "021" "04" "01"
#> AAATCAACCAGGAG-1 AAATCAACCCTATT-1 AAATCAACGGAAGC-1 AAATCAACTCGCAA-1 AAATCATGACCACA-1
#> "01" "022" "01" "01" "022"
#> AAATCCCTCCACAA-1 AAATCCCTGCTATG-1 AAATGTTGAACGAA-1 AAATGTTGCCACAA-1 AAATGTTGTGGCAT-1
#> "01" "04" "021" "03" "022"
#> AAATTCGAAGGTTC-1 AAATTCGAATCACG-1 AAATTCGAGCTGAT-1 AAATTCGAGGAGTG-1 AAATTCGATTCTCA-1
#> "01" "021" "022" "01" "03"
#> AAATTGACACGACT-1 AAATTGACTCGCTC-1 AACAAACTCATTTC-1 AACAAACTTTCGTT-1 AACAATACGACGAG-1
#> "01" "01" "01" "01" "01"
#> AACACGTGCAGAGG-1 AACACGTGGAAAGT-1 AACACGTGGAACCT-1 AACACGTGGCTACA-1 AACACGTGTACGAC-1
#> "01" "01" "021" "01" "022"
#> AACAGCACAAGAGT-1 AACATTGATGGGAG-1 AACCAGTGATACCG-1 AACCCAGATCGCTC-1 AACCGATGCTCCCA-1
#> "021" "022" "022" "01" "01"
#> AACCGATGGTCATG-1 AACCGATGTTCTAC-1 AACCGCCTAGCGTT-1 AACCGCCTCTACGA-1 AACCTACTGTGAGG-1
#> "04" "021" "01" "022" "022"
#> AACCTACTGTGTTG-1 AACCTTACGAGACG-1 AACCTTACGCGAGA-1 AACCTTACTAACGC-1 AACCTTTGGACGGA-1
#> "01" "01" "03" "022" "01"
#> AACCTTTGTACGCA-1 AACGCAACAAGTAG-1 AACGCATGACCCAA-1 AACGCATGCCTTCG-1 AACGCATGTACTTC-1
#> "022" "01" "01" "01" "01"
#> AACGCCCTCGGGAA-1 AACGCCCTCGTACA-1 AACGCCCTGGCATT-1 AACGTCGAGTATCG-1 AACGTGTGAAAGCA-1
#> "01" "03" "03" "03" "01"
#> AACGTGTGGCGGAA-1 AACGTGTGTCCAAG-1 AACGTGTGTGCTTT-1 AACTACCTTAGAGA-1 AACTCACTCAAGCT-1
#> "04" "01" "01" "01" "021"
#> AACTCACTTGGAGG-1 AACTCGGAAAGTGA-1 AACTCGGAAGGTCT-1 AACTCTTGCAGGAG-1 AACTGTCTCCCTTG-1
#> "021" "03" "021" "01" "021"
#> AACTTGCTACGCTA-1 AACTTGCTGGGACA-1 AAGAACGAGTGTTG-1 AAGAAGACGTAGGG-1 AAGACAGAAGTCTG-1
#> "04" "01" "01" "04" "04"
#> AAGACAGAGGATCT-1 AAGACAGATTACCT-1 AAGAGATGGGTAGG-1 AAGATGGAAAACAG-1 AAGATGGAGAACTC-1
#> "01" "021" "04" "04" "022"
#> AAGATGGAGATAAG-1 AAGATTACAACCTG-1 AAGATTACAGATCC-1 AAGATTACCCGTTC-1 AAGATTACCGCCTT-1
#> "022" "01" "022" "021" "021"
#> AAGATTACCTCAAG-1 AAGATTACTCCTCG-1 AAGCAAGAGCGAGA-1 AAGCAAGAGCTTAG-1 AAGCAAGAGGTGTT-1
#> "03" "021" "01" "03" "03"
#> AAGCACTGAGCAAA-1 AAGCACTGCATACG-1 AAGCACTGGTTCTT-1 AAGCCAACGTGTTG-1 AAGCCATGAACTGC-1
#> "04" "01" "04" "01" "022"
#> AAGCCATGACACGT-1 AAGCCATGCGTGAT-1 AAGCCATGTCTCGC-1 AAGCCTGACATGCA-1 AAGCCTGACCGAAT-1
#> "021" "01" "01" "01" "021"
#> AAGCGACTCCTCAC-1 AAGCGACTGTGTCA-1 AAGCGACTTACAGC-1 AAGCGACTTTGACG-1 AAGCGTACGTCTTT-1
#> "022" "01" "04" "022" "01"
#> AAGGCTTGCGAACT-1 AAGGTCACGGTTAC-1 AAGGTCACTGTTTC-1 AAGGTCACTTCCCG-1 AAGGTCTGACAGTC-1
#> "03" "021" "04" "01" "01"
#> AAGGTCTGCAGATC-1 AAGTAACTCTGAAC-1 AAGTAACTGAGATA-1 AAGTAGGATACAGC-1 AAGTATACCGAACT-1
#> "01" "021" "04" "03" "01"
#> AAGTCCGACTTGTT-1 AAGTCCGATAGAAG-1 AAGTCTCTAGTCGT-1 AAGTCTCTCGGAGA-1 AAGTGGCTTGGAGG-1
#> "01" "01" "01" "03" "04"
#> AAGTTCCTCATTCT-1 AAGTTCCTTCTTAC-1 AATAAGCTCGAATC-1 AATAAGCTCGTTGA-1 AATACCCTGGACGA-1
#> "022" "01" "01" "01" "04"
#> AATACCCTGGCATT-1 AATACTGAAAGGGC-1 AATACTGAATTGGC-1 AATAGGGAACCCTC-1 AATAGGGAGAATGA-1
#> "01" "03" "03" "04" "03"
#> AATCAAACTATCGG-1 AATCCGGAATGCTG-1 AATCCTACCGGTAT-1 AATCCTTGACGGGA-1 AATCCTTGGTGAGG-1
#> "01" "04" "01" "021" "03"
#> AATCGGTGGAACTC-1 AATCGGTGTGCTTT-1 AATCTAGAAAAGTG-1 AATCTAGAATCGGT-1 AATCTCACAGCCTA-1
#> "03" "01" "01" "01" "022"
#> AATCTCACTCTAGG-1 AATCTCTGAACAGA-1 AATCTCTGCTTTAC-1 AATGATACACCAAC-1 AATGATACGGTCAT-1
#> "01" "01" "03" "03" "022"
#> AATGCGTGACACCA-1 AATGCGTGGACGGA-1 AATGCGTGGCTATG-1 AATGGAGAATCGTG-1 AATGGAGATCCTTA-1
#> "04" "021" "04" "021" "01"
#> AATGGCTGACACCA-1 AATGGCTGCGTGAT-1 AATGGCTGTAAAGG-1 AATGGCTGTACTCT-1 AATGGCTGTGAAGA-1
#> "04" "01" "03" "03" "01"
#> AATGTAACGGTGGA-1 AATGTCCTCTTCTA-1 AATGTTGACAGTCA-1 AATGTTGAGTTGAC-1 AATGTTGATCTACT-1
#> "01" "01" "01" "021" "01"
#> AATTACGAATTCCT-1 AATTACGACTTCTA-1 AATTACGAGTGAGG-1 AATTACGATTGGCA-1 AATTCCTGCTCAGA-1
#> "022" "01" "01" "04" "04"
#> AATTGATGTCGCAA-1 AATTGTGACTTGGA-1 ACAAAGGAGGGTGA-1 ACAAATTGATTCTC-1 ACAAATTGCTCAGA-1
#> "022" "04" "01" "022" "021"
#> ACAAATTGTTGCGA-1 ACAACCGAGGGATG-1 ACAACCGAGTTACG-1 ACAAGAGAAGTCGT-1 ACAAGAGACTTATC-1
#> "03" "03" "01" "022" "01"
#> ACAAGAGAGTTGAC-1 ACAATCCTAACCGT-1 ACAATCCTTAGCGT-1 ACAATTGACTGACA-1 ACAATTGATGACTG-1
#> "04" "01" "04" "03" "03"
#> ACACAGACCATACG-1 ACACCAGAGGGCAA-1 ACACCCTGGTGTTG-1 ACACGAACAGTTCG-1 ACACGATGACGCAT-1
#> "03" "01" "03" "01" "03"
#> ACACGATGATGTGC-1 ACACGATGTCGTAG-1 ACACGATGTGGTCA-1 ACAGACACGGCATT-1 ACAGACACGTTGTG-1
#> "021" "01" "01" "03" "01"
#> ACAGCAACACCTAG-1 ACAGCAACCTCAAG-1 ACAGGTACCCCACT-1 ACAGGTACGCTGTA-1 ACAGGTACTGGTGT-1
#> "021" "022" "01" "01" "03"
#> ACAGTCGACCCAAA-1 ACAGTCGACCGATA-1 ACAGTGACTCACCC-1 ACAGTGACTCTATC-1 ACAGTGTGGTCACA-1
#> "01" "03" "01" "01" "01"
#> ACAGTGTGTTGCGA-1 ACATCACTCTACTT-1 ACATGGTGAAGCCT-1 ACATGGTGCAACCA-1 ACATGGTGCGAGTT-1
#> "021" "021" "01" "04" "01"
#> ACATTCTGGCATAC-1 ACATTCTGGGAACG-1 ACCAACGACATGCA-1 ACCACAGAAAGTAG-1 ACCACAGAGTTGGT-1
#> "01" "021" "01" "01" "01"
#> ACCACCTGTGTGCA-1 ACCACGCTACAGCT-1 ACCACGCTACCCAA-1 ACCACGCTGCGAGA-1 ACCACGCTGCTGTA-1
#> "01" "01" "03" "01" "01"
#> ACCAGCCTGACAGG-1 ACCAGTGAACGGTT-1 ACCAGTGAATACCG-1 ACCAGTGAGGGATG-1 ACCAGTGATGACTG-1
#> "01" "04" "022" "01" "021"
#> ACCATTACCTTCTA-1 ACCATTACGAGATA-1 ACCATTTGTCATTC-1 ACCCAAGAACTGTG-1 ACCCAAGAATTCCT-1
#> "01" "03" "01" "03" "022"
#> ACCCAAGAGGACAG-1 ACCCAAGATTCACT-1 ACCCACTGCGCCTT-1 ACCCACTGGACAGG-1 ACCCACTGGTTCAG-1
#> "01" "04" "021" "01" "03"
#> ACCCACTGTCGTAG-1 ACCCAGCTCAGAAA-1 ACCCAGCTGTTAGC-1 ACCCAGCTTGCTTT-1 ACCCGTTGATGACC-1
#> "022" "01" "021" "01" "04"
#> ACCCGTTGCTGCAA-1 ACCCGTTGCTTCTA-1 ACCCTCGACCTATT-1 ACCCTCGACGGTAT-1 ACCCTCGATAAGGA-1
#> "01" "01" "03" "04" "022"
#> ACCCTCGATCAAGC-1 ACCGTGCTACCAGT-1 ACCGTGCTGGAACG-1 ACCTATTGCTGAGT-1 ACCTATTGTGCCCT-1
#> "021" "01" "04" "04" "022"
#> ACCTCCGAGTCCTC-1 ACCTCCGATATGCG-1 ACCTCCGATGCTGA-1 ACCTCGTGAACCAC-1 ACCTGAGATATCGG-1
#> "01" "01" "01" "01" "021"
#> ACCTGGCTAAGTAG-1 ACCTTTGACTCCCA-1 ACCTTTGAGGAACG-1 ACCTTTGAGGAAGC-1 ACGAACACCTTGTT-1
#> "03" "022" "022" "022" "03"
#> ACGAACTGGCTATG-1 ACGAAGCTCTCCAC-1 ACGAAGCTCTGAGT-1 ACGACCCTATCTCT-1 ACGACCCTGATGAA-1
#> "022" "01" "04" "022" "01"
#> ACGACCCTTGACAC-1 ACGACCCTTGACCA-1 ACGAGGGACAGGAG-1 ACGAGGGACGAACT-1 ACGAGGGATGTAGC-1
#> "04" "01" "022" "01" "01"
#> ACGAGTACCCTAAG-1 ACGAGTACGAATCC-1 ACGATCGAGGACTT-1 ACGATCGAGTCACA-1 ACGATGACAATGCC-1
#> "04" "04" "03" "021" "01"
#> ACGATGACTGGTCA-1 ACGATTCTACGGGA-1 ACGCAATGGTTCAG-1 ACGCACCTGTTAGC-1 ACGCCACTGAACTC-1
#> "01" "03" "03" "04" "021"
#> ACGCCGGAAACCAC-1 ACGCCGGAAAGCCT-1 ACGCCGGAAATGCC-1 ACGCCTTGCTCCCA-1 ACGCGGTGGCGAGA-1
#> "021" "01" "01" "022" "01"
#> ACGCGGTGTGTGGT-1 ACGCGGTGTTTGCT-1 ACGCTCACAGTACC-1 ACGCTCACCCTTGC-1 ACGCTGCTGTTCTT-1
#> "04" "03" "01" "01" "03"
#> ACGGAACTCAGATC-1 ACGGAACTGTCGTA-1 ACGGAGGACTCTTA-1 ACGGATTGGGAGGT-1 ACGGATTGGTTAGC-1
#> "03" "022" "021" "04" "01"
#> ACGGCTCTGAGCAG-1 ACGGCTCTTGCACA-1 ACGGTAACCGCTAA-1 ACGGTAACCTTCGC-1 ACGGTAACGGTGGA-1
#> "01" "01" "03" "03" "01"
#> ACGGTAACTCGCAA-1 ACGGTATGAGTCGT-1 ACGGTATGGGTATC-1 ACGGTATGGTTGTG-1 ACGGTCCTAACGGG-1
#> "01" "021" "04" "04" "01"
#> ACGGTCCTCGGGAA-1 ACGTAGACAACCAC-1 ACGTAGACTACAGC-1 ACGTCAGAAACGAA-1 ACGTCAGAGAGCTT-1
#> "01" "01" "04" "01" "021"
#> ACGTCAGAGGGATG-1 ACGTCCTGATAAGG-1 ACGTCCTGTGAACC-1 ACGTCGCTCCTGAA-1 ACGTCGCTCTATTC-1
#> "01" "021" "022" "03" "021"
#> ACGTCGCTTCTCAT-1 ACGTGATGCCATGA-1 ACGTGATGGGTCTA-1 ACGTGATGTAACCG-1 ACGTGATGTGACAC-1
#> "04" "022" "01" "022" "03"
#> ACGTGCCTCCGTAA-1 ACGTGCCTTCTATC-1 ACGTTACTTTCCAT-1 ACGTTGGAAAAGCA-1 ACGTTGGAAACCTG-1
#> "01" "03" "01" "01" "03"
#> ACGTTGGACCGTAA-1 ACGTTGGAGCCAAT-1 ACGTTGGATATGGC-1 ACGTTGGATCAGGT-1 ACGTTTACATCAGC-1
#> "021" "03" "04" "022" "01"
#> ACTAAAACCCACAA-1 ACTAAAACTCGACA-1 ACTACGGAATTTCC-1 ACTACGGACCTATT-1 ACTACGGATCGCTC-1
#> "01" "021" "01" "01" "01"
#> ACTACTACTAAGGA-1 ACTAGGTGGAACCT-1 ACTAGGTGGAACTC-1 ACTATCACCTTGGA-1 ACTATCACTGCCAA-1
#> "01" "01" "01" "03" "01"
#> ACTCAGGACTGAAC-1 ACTCAGGATCTATC-1 ACTCAGGATTCGTT-1 ACTCCTCTCAACTG-1 ACTCGCACGAAAGT-1
#> "01" "04" "021" "01" "021"
#> ACTCGCACTACGAC-1 ACTCTCCTGACACT-1 ACTCTCCTGCATAC-1 ACTCTCCTGTTTGG-1 ACTGAGACAACCAC-1
#> "021" "01" "04" "01" "03"
#> ACTGAGACCCATAG-1 ACTGAGACGTTGGT-1 ACTGCCACACACGT-1 ACTGCCACTCCGTC-1 ACTGGCCTTCAGTG-1
#> "022" "04" "03" "03" "03"
#> ACTGTGGACGTGTA-1 ACTGTGGATCTAGG-1 ACTGTTACCCACAA-1 ACTGTTACTGCAGT-1 ACTTAAGAACCACA-1
#> "03" "04" "021" "01" "01"
#> ACTTAAGATTACTC-1 ACTTAGCTGCGTAT-1 ACTTAGCTGGGAGT-1 ACTTCAACAAGCAA-1 ACTTCAACGTAGGG-1
#> "021" "022" "01" "03" "03"
#> ACTTCCCTTTCCGC-1 ACTTCTGACATGCA-1 ACTTGACTCCACAA-1 ACTTGGGAGAAAGT-1 ACTTGGGAGGTTTG-1
#> "01" "04" "04" "021" "01"
#> ACTTGGGATGTGAC-1 ACTTGGGATTGACG-1 ACTTGTACCTGTCC-1 ACTTTGTGGAAAGT-1 ACTTTGTGGATAGA-1
#> "021" "022" "01" "01" "022"
#> AGAAACGAAAGTAG-1 AGAAAGTGCGCAAT-1 AGAAAGTGGGGATG-1 AGAACAGAAATGCC-1 AGAACAGACGACTA-1
#> "04" "01" "021" "03" "04"
#> AGAACAGAGACAAA-1 AGAACGCTTTGCTT-1 AGAAGATGTGACTG-1 AGAATGGAAGAAGT-1 AGAATTTGTAACCG-1
#> "01" "01" "01" "03" "01"
#> AGAATTTGTAGAGA-1 AGACACACTGTAGC-1 AGACACTGTCAAGC-1 AGACCTGAAGTAGA-1 AGACCTGACCAACA-1
#> "01" "01" "021" "021" "01"
#> AGACCTGAGGAAGC-1 AGACGTACAGAGGC-1 AGACGTACCCCTAC-1 AGACGTACCTCTTA-1 AGACGTACTCGTGA-1
#> "01" "01" "04" "021" "022"
#> AGACTGACCATCAG-1 AGACTGACCCTTTA-1 AGACTTCTCATGCA-1 AGAGATGACAGTCA-1 AGAGATGACTGAAC-1
#> "01" "01" "04" "04" "01"
#> AGAGATGAGGTTTG-1 AGAGATGATCTCGC-1 AGAGATGATTGTGG-1 AGAGCGGAGGCAAG-1 AGAGTCTGGTCGTA-1
#> "021" "04" "01" "022" "022"
#> AGAGTGCTCAGCTA-1 AGAGTGCTCGAATC-1 AGAGTGCTGTCATG-1 AGAGTGCTGTCCTC-1 AGAGTGCTGTGTTG-1
#> "01" "01" "01" "01" "04"
#> AGATATACCCGTAA-1 AGATATACGATGAA-1 AGATATACTGTTCT-1 AGATATTGCCTACC-1 AGATATTGGCCAAT-1
#> "03" "01" "04" "01" "022"
#> AGATCGTGTCTGGA-1 AGATCGTGTTTGTC-1 AGATCTCTATCACG-1 AGATTAACGTTCTT-1 AGATTCCTATCGTG-1
#> "021" "04" "04" "022" "01"
#> AGATTCCTCACTTT-1 AGATTCCTGACGAG-1 AGATTCCTGTTCAG-1 AGCAAAGATATGCG-1 AGCACAACAGTCTG-1
#> "021" "021" "03" "01" "01"
#> AGCACTGAGGGAGT-1 AGCACTGATATGCG-1 AGCACTGATGCTTT-1 AGCACTGATTGCGA-1 AGCATCGAAGATCC-1
#> "01" "01" "022" "01" "01"
#> AGCATCGAAGGGTG-1 AGCATCGAGCTTCC-1 AGCATCGAGTGAGG-1 AGCATCGATAACCG-1 AGCATGACGATGAA-1
#> "04" "021" "01" "022" "03"
#> AGCCAATGGGGAGT-1 AGCCAATGTATCTC-1 AGCCACCTGGATCT-1 AGCCGGTGCCAATG-1 AGCCGGTGTGTTTC-1
#> "022" "01" "03" "01" "01"
#> AGCCGTCTCAATCG-1 AGCCGTCTGAGAGC-1 AGCCTCACGTTCGA-1 AGCCTCACTGTCAG-1 AGCCTCTGCAGTTG-1
#> "01" "01" "01" "022" "04"
#> AGCCTCTGCCAATG-1 AGCGAACTGGATCT-1 AGCGAACTTACTGG-1 AGCGATACGGAGCA-1 AGCGATTGAGATCC-1
#> "03" "01" "01" "01" "03"
#> AGCGCCGAATCTCT-1 AGCGCCGACAGAGG-1 AGCGCTCTACCTTT-1 AGCGGCACCGGGAA-1 AGCGGCTGATGTGC-1
#> "01" "01" "01" "01" "01"
#> AGCGGGCTTGCCAA-1 AGCGTAACATGCTG-1 AGCGTAACTGAGAA-1 AGCTCGCTACTGGT-1 AGCTCGCTCTGCTC-1
#> "01" "01" "022" "01" "01"
#> AGCTGAACCATACG-1 AGCTGAACCTCTCG-1 AGCTGCCTTGGGAG-1 AGCTGCCTTTCATC-1 AGCTGCCTTTCTGT-1
#> "022" "01" "021" "01" "01"
#> AGCTGTGATCCAAG-1 AGCTTTACAAGTAG-1 AGCTTTACACCAAC-1 AGCTTTACTCTCAT-1 AGGAAATGAGGAGC-1
#> "01" "01" "01" "04" "01"
#> AGGAACCTCTTAGG-1 AGGAACCTTGCCTC-1 AGGAATGATAACGC-1 AGGAATGATTTGTC-1 AGGAGTCTGGTTTG-1
#> "022" "03" "01" "01" "01"
#> AGGAGTCTTGTCAG-1 AGGATAGACATTTC-1 AGGATAGAGGATTC-1 AGGATGCTACTAGC-1 AGGATGCTTTAGGC-1
#> "01" "01" "03" "04" "03"
#> AGGCAACTGAAGGC-1 AGGCAGGAGTACCA-1 AGGCCTCTAGTCGT-1 AGGCCTCTCGGAGA-1 AGGCCTCTCGTAAC-1
#> "01" "01" "01" "01" "01"
#> AGGGACGACGTTGA-1 AGGGACGAGTCAAC-1 AGGGACGAGTTGTG-1 AGGGACGATAGAGA-1 AGGGACGATGCATG-1
#> "01" "03" "01" "01" "03"
#> AGGGAGTGAGCCTA-1 AGGGCCACCATACG-1 AGGGCGCTAACCAC-1 AGGGCGCTATGGTC-1 AGGGTGGACAGTCA-1
#> "01" "01" "021" "03" "04"
#> AGGGTGGACTCAAG-1 AGGGTGGAGTTGCA-1 AGGGTTTGTTCATC-1 AGGTCATGAGTGTC-1 AGGTCATGCTTATC-1
#> "021" "03" "021" "04" "01"
#> AGGTCTGATTCTCA-1 AGGTGGGAAGAATG-1 AGGTGGGAAGTTCG-1 AGGTGTTGGTTACG-1 AGGTTCGAACCTCC-1
#> "022" "01" "01" "04" "021"
#> AGGTTCGAACGTAC-1 AGGTTCGAGGGTGA-1 AGTAAGGAGTTTGG-1 AGTAAGGATTCTTG-1 AGTAATACATCACG-1
#> "021" "01" "01" "01" "03"
#> AGTAATACCGAACT-1 AGTAATTGTCCCAC-1 AGTACGTGAGGGTG-1 AGTACGTGCTGCAA-1 AGTACGTGCTTGGA-1
#> "04" "01" "01" "01" "01"
#> AGTACTCTACGTGT-1 AGTACTCTCAACCA-1 AGTACTCTCGGTAT-1 AGTAGGCTTGCCTC-1 AGTATAACTTGTCT-1
#> "04" "03" "01" "022" "022"
#> AGTATCCTAGAACA-1 AGTCACGATGAGCT-1 AGTCAGACGAATAG-1 AGTCAGACGCTTAG-1 AGTCAGACTAGAGA-1
#> "01" "03" "01" "01" "03"
#> AGTCAGACTGCACA-1 AGTCCAGATATCTC-1 AGTCCAGATTTCAC-1 AGTCGAACCAACCA-1 AGTCGCCTCCGTAA-1
#> "01" "01" "01" "01" "01"
#> AGTCTACTAGGGTG-1 AGTCTACTTGCATG-1 AGTCTTACACCACA-1 AGTCTTACTTCGCC-1 AGTCTTACTTCGGA-1
#> "021" "022" "01" "01" "03"
#> AGTGACTGCAACTG-1 AGTGTTCTAACCTG-1 AGTGTTCTATAAGG-1 AGTGTTCTCACTTT-1 AGTTAAACCACTTT-1
#> "022" "01" "01" "021" "01"
#> AGTTATGAACAGTC-1 AGTTATGACTGAGT-1 AGTTATGAGTTCAG-1 AGTTCTACCAGCTA-1 AGTTCTTGAAGCCT-1
#> "021" "01" "01" "021" "03"
#> AGTTGTCTACTACG-1 AGTTTAGATGGTCA-1 AGTTTCACGGTCTA-1 AGTTTGCTACAGTC-1 AGTTTGCTACTGGT-1
#> "01" "01" "03" "01" "03"
#> AGTTTGCTCCAAGT-1 ATAAACACAGTGCT-1 ATAAACACCACCAA-1 ATAACAACATGCTG-1 ATAACAACGTCTAG-1
#> "01" "04" "01" "021" "01"
#> ATAACAACTTTGTC-1 ATAACATGTACTCT-1 ATAACCCTGTTGGT-1 ATAACCCTTGGTAC-1 ATAAGTACGAATGA-1
#> "01" "01" "01" "01" "04"
#> ATAAGTTGGTACGT-1 ATAAGTTGTCTAGG-1 ATAATCGAGCTGAT-1 ATAATCGATGGTTG-1 ATAATGACCTACTT-1
#> "021" "01" "04" "01" "01"
#> ATAATGACTCGTGA-1 ATACAATGTTAGGC-1 ATACCACTCGTACA-1 ATACCACTCTAAGC-1 ATACCACTGCCAAT-1
#> "021" "01" "021" "022" "03"
#> ATACCGGAATGCTG-1 ATACCGGACATTTC-1 ATACCGGACTTCGC-1 ATACCGGAGGTGTT-1 ATACCGGATCTCGC-1
#> "022" "021" "01" "021" "01"
#> ATACCTACGCATCA-1 ATACCTTGGGGCAA-1 ATACGGACAGACTC-1 ATACGGACCTACTT-1 ATACGGACGAGGTG-1
#> "01" "01" "021" "021" "04"
#> ATACGGACTATGCG-1 ATACGGACTCTGGA-1 ATACGTCTTAACGC-1 ATACTCTGCTTCGC-1 ATACTCTGGTATGC-1
#> "04" "021" "021" "022" "03"
#> ATAGATACCATGGT-1 ATAGATACGACGAG-1 ATAGATTGGTGTAC-1 ATAGCCGAACGGAG-1 ATAGCGTGCAGATC-1
#> "01" "01" "04" "01" "01"
#> ATAGCGTGCCCTTG-1 ATAGCGTGGTATCG-1 ATAGCGTGTCTCTA-1 ATAGCTCTCTGATG-1 ATAGCTCTGAGGTG-1
#> "021" "021" "01" "01" "01"
#> ATAGGAGAAACAGA-1 ATAGGCTGTCAGAC-1 ATAGTCCTAGTGTC-1 ATAGTCCTTGCATG-1 ATAGTCCTTGTCGA-1
#> "022" "01" "021" "01" "01"
#> ATAGTTGACAACTG-1 ATAGTTGACCCTCA-1 ATAGTTGAGACGTT-1 ATAGTTGATAAGCC-1 ATATACGAAGCCAT-1
#> "01" "022" "01" "01" "01"
#> ATATACGAATTGGC-1 ATATAGTGGAATGA-1 ATATGCCTAGATCC-1 ATATGCCTGGACAG-1 ATATGCCTTCTCTA-1
#> "01" "021" "021" "01" "01"
#> ATATGCCTTGGTAC-1 ATCAAATGAGCCTA-1 ATCAAATGGGTAAA-1 ATCAACCTAAACGA-1 ATCAACCTGAGGAC-1
#> "01" "021" "022" "01" "01"
#> ATCAACCTTCTCTA-1 ATCAACCTTTGTCT-1 ATCACACTTTGTCT-1 ATCACGGATTTCGT-1 ATCATCTGACACCA-1
#> "03" "01" "01" "04" "03"
#> ATCATGCTAGAGTA-1 ATCATGCTGAACCT-1 ATCCAGGACGCTAA-1 ATCCAGGATGGAAA-1 ATCCATACTCCTTA-1
#> "03" "04" "022" "01" "021"
#> ATCCATACTTCATC-1 ATCCCGTGCAGTCA-1 ATCCCGTGCATGCA-1 ATCCCGTGGCTGAT-1 ATCCGCACGCATCA-1
#> "022" "03" "04" "04" "04"
#> ATCCTAACGACGGA-1 ATCCTAACGCTACA-1 ATCGACGAAACTGC-1 ATCGACGAATGACC-1 ATCGAGTGGACGTT-1
#> "04" "03" "022" "01" "03"
#> ATCGCAGAATCTCT-1 ATCGCAGAGTGTCA-1 ATCGCCACTGAGGG-1 ATCGCCTGGGTCAT-1 ATCGCCTGTGGCAT-1
#> "022" "04" "03" "01" "04"
#> ATCGCGCTCAGAGG-1 ATCGCGCTGGGATG-1 ATCGCGCTTTTCGT-1 ATCGGAACCAGTCA-1 ATCGGTGAGTCAAC-1
#> "021" "01" "04" "01" "01"
#> ATCGGTGATTGCAG-1 ATCGTTTGCCTACC-1 ATCGTTTGGGTACT-1 ATCGTTTGTGCCAA-1 ATCTACACCCGCTT-1
#> "01" "022" "021" "021" "021"
#> ATCTACACCGGGAA-1 ATCTCAACAGGAGC-1 ATCTCAACCTCGAA-1 ATCTCAACCTTGTT-1 ATCTGGGAAACCAC-1
#> "01" "04" "01" "021" "022"
#> ATCTGGGAAGTGTC-1 ATCTGGGATTCCGC-1 ATCTGTTGAACGGG-1 ATCTGTTGACCTCC-1 ATCTGTTGCCTTCG-1
#> "022" "01" "01" "01" "022"
#> ATCTGTTGGTTGCA-1 ATCTTGACACCAAC-1 ATCTTGACCTCCCA-1 ATCTTTCTGCATCA-1 ATCTTTCTGTTTCT-1
#> "01" "01" "021" "01" "01"
#> ATCTTTCTTGTCCC-1 ATGAAACTCTGTGA-1 ATGAAACTGAGGCA-1 ATGAAGGAACAGCT-1 ATGAAGGACCTGTC-1
#> "03" "01" "01" "03" "04"
#> ATGAAGGACCTTAT-1 ATGAAGGACTAGTG-1 ATGAAGGACTTGCC-1 ATGACGTGACGACT-1 ATGACGTGATCGGT-1
#> "04" "04" "03" "04" "022"
#> ATGAGAGAAAGTGA-1 ATGAGAGAACGCAT-1 ATGAGAGAAGTAGA-1 ATGAGCACACAGCT-1 ATGAGCACATCTTC-1
#> "01" "01" "04" "01" "01"
#> ATGATAACTTCACT-1 ATGATATGAAACAG-1 ATGATATGACTGGT-1 ATGATATGAGCACT-1 ATGATATGGTCATG-1
#> "03" "01" "01" "01" "01"
#> ATGATATGGTGCTA-1 ATGATATGTTGTCT-1 ATGCACGAATGTCG-1 ATGCACGACTGTAG-1 ATGCACGAGAACCT-1
#> "03" "022" "04" "01" "04"
#> ATGCACGAGTTCGA-1 ATGCACGATTGGTG-1 ATGCAGTGTTACCT-1 ATGCAGTGTTCTAC-1 ATGCCAGAACGACT-1
#> "01" "022" "04" "01" "01"
#> ATGCCAGACAGTCA-1 ATGCCGCTTGAACC-1 ATGCGATGCTATGG-1 ATGCGATGCTGAGT-1 ATGCGATGGTTACG-1
#> "021" "022" "022" "01" "04"
#> ATGCGCCTTCATTC-1 ATGCTTTGCGAATC-1 ATGCTTTGGGCGAA-1 ATGCTTTGTAGTCG-1 ATGGACACATCGGT-1
#> "01" "01" "01" "04" "01"
#> ATGGACACGCATCA-1 ATGGGTACAACCTG-1 ATGGGTACATCGGT-1 ATGGGTACTATTCC-1 ATGGGTACTGGGAG-1
#> "03" "04" "03" "01" "01"
#> ATGTAAACACCTCC-1 ATGTAAACCCGCTT-1 ATGTAAACGGGATG-1 ATGTAAACTCTCCG-1 ATGTAAACTTCACT-1
#> "01" "01" "022" "01" "021"
#> ATGTACCTCAGTCA-1 ATGTACCTTAGTCG-1 ATGTACCTTTATCC-1 ATGTACCTTTCACT-1 ATGTCACTAATGCC-1
#> "01" "01" "021" "03" "021"
#> ATGTCACTCTGCTC-1 ATGTCGGAGGTGAG-1 ATGTTCACAGTCTG-1 ATGTTCACCGTAGT-1 ATGTTGCTTTCAGG-1
#> "01" "01" "021" "01" "01"
#> ATTAACGATGAGAA-1 ATTAACGATGCAAC-1 ATTAAGACTGCAGT-1 ATTACCTGCCTTAT-1 ATTACCTGGAGGAC-1
#> "03" "03" "01" "021" "022"
#> ATTAGATGTTTCAC-1 ATTATGGAATCTCT-1 ATTCAAGAACGGGA-1 ATTCAAGACCTTTA-1 ATTCAGCTCATTGG-1
#> "01" "01" "01" "01" "03"
#> ATTCCAACCATTGG-1 ATTCCAACTTAGGC-1 ATTCGACTCACTAG-1 ATTCGACTGAATAG-1 ATTCGACTTTTGTC-1
#> "021" "03" "03" "021" "022"
#> ATTCGGGAAAGGCG-1 ATTCGGGATTAGGC-1 ATTCTTCTGATACC-1 ATTGAATGGACGGA-1 ATTGATGAAGGTTC-1
#> "021" "01" "01" "01" "01"
#> ATTGATGACTGAGT-1 ATTGATGAGCGAAG-1 ATTGATGATCTATC-1 ATTGCACTGACGGA-1 ATTGCACTGAGAGC-1
#> "01" "01" "01" "01" "022"
#> ATTGCACTGGAGCA-1 ATTGCACTTAGCCA-1 ATTGCACTTGCTTT-1 ATTGCTTGTTACTC-1 ATTGGTCTGACTAC-1
#> "021" "01" "022" "04" "04"
#> ATTGGTCTTGTCTT-1 ATTGTAGATTCCCG-1 ATTGTAGATTGCAG-1 ATTGTCTGCGTACA-1 ATTTAGGAACCATG-1
#> "04" "022" "01" "01" "022"
#> ATTTAGGACAGAGG-1 ATTTCCGAGATGAA-1 ATTTCCGAGTGCTA-1 ATTTCGTGTATGGC-1 ATTTCTCTACTTTC-1
#> "01" "01" "01" "03" "022"
#> ATTTCTCTAGCAAA-1 ATTTCTCTCACTTT-1 ATTTCTCTTCCCAC-1 ATTTGCACAAGATG-1 CAAAGCACAGCTCA-1
#> "01" "022" "01" "021" "01"
#> CAAAGCACCGTAAC-1 CAAAGCACGGTAAA-1 CAAAGCTGAAAGTG-1 CAAAGCTGTTGCTT-1 CAAATATGTGACAC-1
#> "04" "03" "01" "021" "01"
#> CAAATTGAGGGCAA-1 CAAATTGATGGAGG-1 CAACCAGAAAAGTG-1 CAACCAGAAGTGCT-1 CAACCAGAGTTCAG-1
#> "01" "021" "01" "01" "022"
#> CAACCAGATAGAAG-1 CAACCGCTGTTCAG-1 CAACCGCTTTGAGC-1 CAACGATGCGCAAT-1 CAACGTGACTCCAC-1
#> "021" "01" "01" "022" "022"
#> CAACGTGAGCCATA-1 CAACGTGATCAAGC-1 CAAGAAGACCACAA-1 CAAGAAGACGTCTC-1 CAAGAAGATTCTAC-1
#> "03" "021" "03" "022" "01"
#> CAAGACTGACCTGA-1 CAAGACTGAGTAGA-1 CAAGCTGACCATAG-1 CAAGCTGATCTATC-1 CAAGGACTGTTCAG-1
#> "04" "04" "022" "03" "01"
#> CAAGGACTTCTTTG-1 CAAGGTTGCTCCAC-1 CAAGGTTGTCATTC-1 CAAGGTTGTCTGGA-1 CAAGTCGAAACAGA-1
#> "03" "01" "04" "03" "04"
#> CAAGTCGATAGCGT-1 CAATAAACGCCATA-1 CAATAATGAACTGC-1 CAATATGACATGGT-1 CAATATGACCTTCG-1
#> "021" "021" "021" "01" "03"
#> CAATATGACGTTAG-1 CAATATGAGGAGCA-1 CAATCGGAGAAACA-1 CAATCTACTGACTG-1 CAATTCACCCAACA-1
#> "01" "01" "01" "03" "03"
#> CAATTCACGATAGA-1 CAATTCACTTGTGG-1 CAATTCTGCTTGTT-1 CAATTCTGGCGTAT-1 CACAACGATACGAC-1
#> "01" "01" "022" "022" "01"
#> CACAATCTTGTTCT-1 CACAATCTTTCCAT-1 CACACCTGCTTGAG-1 CACACCTGTATGGC-1 CACAGAACCCTTGC-1
#> "01" "01" "01" "01" "04"
#> CACAGAACCTGATG-1 CACAGATGGGATTC-1 CACAGATGGTTTCT-1 CACAGCCTGATACC-1 CACAGCCTTGCCAA-1
#> "01" "01" "021" "01" "022"
#> CACAGCCTTGTAGC-1 CACAGTGATGAAGA-1 CACATACTACAGCT-1 CACATGGAACACGT-1 CACATGGAAGTCGT-1
#> "01" "021" "03" "01" "01"
#> CACCACTGCCAACA-1 CACCACTGGCGAAG-1 CACCCATGTTCTGT-1 CACCGGGAATCGAC-1 CACCGGGACGAGAG-1
#> "01" "03" "03" "01" "03"
#> CACCGGGACGTGTA-1 CACCGGGACTTCTA-1 CACCGGGACTTGCC-1 CACCGGGATTCGGA-1 CACCGTACTAAGGA-1
#> "01" "03" "03" "03" "04"
#> CACCGTACTAGCGT-1 CACCTGACACCCAA-1 CACCTGACCAGAAA-1 CACCTGACCTCAAG-1 CACCTGACGAAAGT-1
#> "01" "03" "01" "03" "04"
#> CACCTGACTCGTAG-1 CACGAAACTTCCGC-1 CACGACCTCGATAC-1 CACGCTACAGAAGT-1 CACGCTACTGTTCT-1
#> "01" "04" "04" "01" "04"
#> CACGGGACAGAGTA-1 CACGGGACATAAGG-1 CACGGGACGTAGGG-1 CACGGGTGCTTCGC-1 CACGGGTGGAGGAC-1
#> "01" "01" "01" "03" "03"
#> CACGGGTGTGTTTC-1 CACTAACTCCTAAG-1 CACTAACTGAAAGT-1 CACTAGGATGATGC-1 CACTATACCCCGTT-1
#> "01" "04" "01" "04" "04"
#> CACTATACGTTTGG-1 CACTGAGACAGTCA-1 CACTGCACTTCATC-1 CACTGCTGAGACTC-1 CACTGCTGGAAAGT-1
#> "03" "021" "01" "022" "01"
#> CACTTAACCGAATC-1 CACTTAACCGTACA-1 CACTTTGACTCTAT-1 CACTTTGAGCTGTA-1 CAGAAGCTCTCAAG-1
#> "01" "04" "03" "01" "01"
#> CAGACATGAACGGG-1 CAGACATGTCGACA-1 CAGACCCTAAGGTA-1 CAGACCCTAATGCC-1 CAGACCCTAGGAGC-1
#> "01" "01" "022" "01" "01"
#> CAGACTGAGTATGC-1 CAGATCGAATGTCG-1 CAGATCGACCTGAA-1 CAGATCGATATGGC-1 CAGATGACATTCTC-1
#> "01" "04" "01" "01" "03"
#> CAGCAATGCCTTCG-1 CAGCAATGGAGGGT-1 CAGCAATGGTGCTA-1 CAGCAATGTCTACT-1 CAGCAATGTGACCA-1
#> "01" "03" "01" "021" "01"
#> CAGCAATGTGAGGG-1 CAGCACCTAAGCCT-1 CAGCACCTAGGCGA-1 CAGCACCTGTAGGG-1 CAGCATGACAACCA-1
#> "021" "01" "01" "022" "021"
#> CAGCATGAGACGTT-1 CAGCCTACCCAACA-1 CAGCCTTGCTACCC-1 CAGCCTTGGGGACA-1 CAGCGGACACCCTC-1
#> "01" "01" "021" "01" "01"
#> CAGCGGACCTTTAC-1 CAGCGTCTAAAGCA-1 CAGCGTCTTATCGG-1 CAGCTAGATGTGAC-1 CAGCTCTGAGGCGA-1
#> "03" "01" "01" "021" "01"
#> CAGCTCTGCAAGCT-1 CAGCTCTGTCGTAG-1 CAGCTCTGTGTGGT-1 CAGGAACTAACTGC-1 CAGGAACTCTCAGA-1
#> "03" "022" "03" "01" "021"
#> CAGGCCGAACACCA-1 CAGGCCGAACACGT-1 CAGGCCGAACGACT-1 CAGGCCGAATCTCT-1 CAGGCCGACTAGCA-1
#> "01" "01" "01" "022" "04"
#> CAGGGCACCATACG-1 CAGGGCACCCAACA-1 CAGGGCACTCCCGT-1 CAGGTAACAGACTC-1 CAGGTATGAGTCGT-1
#> "04" "01" "01" "021" "01"
#> CAGGTATGTGCTTT-1 CAGGTTGAGGATCT-1 CAGTGATGGACGGA-1 CAGTGATGGCTAAC-1 CAGTGATGGGACAG-1
#> "01" "04" "04" "03" "01"
#> CAGTGATGTAAGGA-1 CAGTGATGTACGCA-1 CAGTGTGATGTCAG-1 CAGTTACTAAGGTA-1 CAGTTACTGATAGA-1
#> "04" "04" "01" "04" "01"
#> CAGTTGGAAAGAGT-1 CAGTTGGACATACG-1 CAGTTTACACACGT-1 CAGTTTACCCCAAA-1 CATAAAACGGAGCA-1
#> "022" "01" "03" "01" "021"
#> CATAAATGAACTGC-1 CATAACCTTCTCCG-1 CATACTACCTCGAA-1 CATACTACCTGAAC-1 CATACTACGTACCA-1
#> "01" "01" "01" "01" "021"
#> CATACTTGGGTTAC-1 CATAGTCTAATCGC-1 CATAGTCTCACTTT-1 CATATAGACTAAGC-1 CATATAGATCAGGT-1
#> "022" "01" "01" "021" "04"
#> CATCAACTAGAAGT-1 CATCAACTCCCTCA-1 CATCAGGACTTCCG-1 CATCAGGATAGCCA-1 CATCAGGATCCTAT-1
#> "01" "01" "03" "03" "022"
#> CATCAGGATGCACA-1 CATCAGGATTTCGT-1 CATCATACCGCATA-1 CATCATACGGAGCA-1 CATCATACTCAAGC-1
#> "022" "021" "022" "04" "01"
#> CATCGCTGGGATCT-1 CATCGCTGTGGCAT-1 CATCGGCTATGCTG-1 CATCGGCTTTGGCA-1 CATCTCCTATGTGC-1
#> "01" "04" "01" "01" "04"
#> CATCTCCTCGAACT-1 CATGAGACACGGGA-1 CATGAGACGTTGAC-1 CATGAGACTCGCCT-1 CATGCCACGGGTGA-1
#> "022" "04" "03" "01" "01"
#> CATGCCACTGCCAA-1 CATGCGCTAGTCAC-1 CATGCGCTCAGATC-1 CATGCGCTTTGCAG-1 CATGGCCTAGGGTG-1
#> "01" "022" "021" "022" "021"
#> CATGGCCTGTGCAT-1 CATGTACTATCGTG-1 CATGTTACAGTCGT-1 CATGTTACCTGAGT-1 CATGTTTGGGGATG-1
#> "01" "03" "03" "01" "021"
#> CATTACACACGGAG-1 CATTACACCAACTG-1 CATTACACGGAGTG-1 CATTACACTACTCT-1 CATTAGCTCCACAA-1
#> "04" "03" "01" "01" "021"
#> CATTGACTAGCGGA-1 CATTGGGACTCGAA-1 CATTGTACAGCGTT-1 CATTGTACTCGATG-1 CATTGTACTTATCC-1
#> "021" "01" "01" "04" "01"
#> CATTGTACTTTGCT-1 CATTGTTGCTAGTG-1 CATTTCGACTCTAT-1 CATTTCGAGATACC-1 CATTTGACCACACA-1
#> "022" "01" "03" "03" "03"
#> CATTTGACCCTGAA-1 CATTTGTGACGACT-1 CATTTGTGCATTGG-1 CATTTGTGCGGAGA-1 CATTTGTGGGATCT-1
#> "03" "04" "01" "01" "04"
#> CCAAAGTGCTACGA-1 CCAAAGTGTGAGAA-1 CCAACCTGAAGTAG-1 CCAACCTGACGTAC-1 CCAACCTGTTCGCC-1
#> "022" "021" "03" "021" "021"
#> CCAAGAACCCAATG-1 CCAAGAACGTAGCT-1 CCAAGAACGTGTCA-1 CCAAGAACTACTGG-1 CCAAGAACTCCTAT-1
#> "01" "01" "01" "03" "04"
#> CCAAGATGTCATTC-1 CCAAGATGTTTCAC-1 CCAAGTGAGGAACG-1 CCAAGTGATCAAGC-1 CCAATTTGAACGTC-1
#> "01" "01" "01" "01" "021"
#> CCACCATGAACGTC-1 CCACCATGATCGGT-1 CCACCATGGACGAG-1 CCACCATGGGGAGT-1 CCACCATGTCCTGC-1
#> "01" "01" "022" "01" "03"
#> CCACTGACCCGCTT-1 CCACTGTGGGAAGC-1 CCACTGTGTGTAGC-1 CCACTTCTCGGGAA-1 CCAGAAACCCTGTC-1
#> "021" "021" "01" "022" "04"
#> CCAGAAACGAACTC-1 CCAGAAACGGTCTA-1 CCAGACCTCTGAGT-1 CCAGACCTTGTGGT-1 CCAGCACTGCGATT-1
#> "01" "01" "04" "01" "022"
#> CCAGCGGAAAGGCG-1 CCAGCGGACGACTA-1 CCAGCGGATGGGAG-1 CCAGCTACACAGTC-1 CCAGCTACCAGCTA-1
#> "021" "021" "01" "01" "04"
#> CCAGGTCTACACCA-1 CCAGGTCTAGCATC-1 CCAGGTCTATGGTC-1 CCAGTCACACTGGT-1 CCAGTCACACTGTG-1
#> "04" "021" "01" "021" "04"
#> CCAGTCACGTTGTG-1 CCAGTGCTAACCAC-1 CCAGTGCTCGTAGT-1 CCATCCGAAAGCAA-1 CCATCCGAACGACT-1
#> "01" "01" "01" "01" "01"
#> CCATCCGAAGGTTC-1 CCATCCGATTCGCC-1 CCATCGTGAACGGG-1 CCATCGTGCTAGAC-1 CCCAACACCTCGCT-1
#> "04" "021" "01" "022" "04"
#> CCCAACACGCATCA-1 CCCAACACTTTGTC-1 CCCAACTGCAATCG-1 CCCAGACTGCCTTC-1 CCCAGACTGGTTTG-1
#> "01" "022" "021" "022" "04"
#> CCCAGACTTTCGCC-1 CCCAGTTGCAGTTG-1 CCCAGTTGGGTACT-1 CCCAGTTGTCTATC-1 CCCGATTGTGTTTC-1
#> "022" "022" "01" "04" "01"
#> CCCGGAGAAGGGTG-1 CCCTACGAATTGGC-1 CCCTAGTGCAAAGA-1 CCCTCAGACACTTT-1 CCCTCAGACGAGAG-1
#> "021" "021" "01" "04" "01"
#> CCCTCAGAGGTCAT-1 CCCTGAACTAAAGG-1 CCCTGATGCAACCA-1 CCCTGATGCAAGCT-1 CCCTTACTAACCAC-1
#> "01" "04" "01" "04" "022"
#> CCCTTACTGCAGTT-1 CCGAAAACCTTGTT-1 CCGACACTGGTTTG-1 CCGACTACCCAGTA-1 CCGACTACCGTGTA-1
#> "01" "022" "01" "022" "01"
#> CCGACTACTGAGGG-1 CCGATAGACCTAAG-1 CCGATAGAGTTGGT-1 CCGCGAGACACACA-1 CCGCGAGAGGTTCA-1
#> "01" "01" "022" "021" "01"
#> CCGCTATGGGACGA-1 CCGCTATGTGCAAC-1 CCGCTATGTGCACA-1 CCGGTACTGTCCTC-1 CCGTACACAAGCAA-1
#> "04" "022" "021" "01" "01"
#> CCGTACACAGCGTT-1 CCGTACACGTCATG-1 CCGTACACGTTGGT-1 CCGTACACTAACGC-1 CCTAAACTTTCGTT-1
#> "04" "03" "022" "01" "01"
#> CCTAAGGACCCAAA-1 CCTAAGGACTAGCA-1 CCTAAGGAGGGCAA-1 CCTAAGGATGATGC-1 CCTAAGGATGTCAG-1
#> "01" "021" "03" "01" "01"
#> CCTACCGACTCTTA-1 CCTACCGAGGGATG-1 CCTAGAGAGGTGAG-1 CCTATAACCAAAGA-1 CCTATAACGAGACG-1
#> "01" "04" "04" "01" "021"
#> CCTATAACTCAGAC-1 CCTATAACTGCATG-1 CCTCGAACACTTTC-1 CCTCGAACCCGTAA-1 CCTCGAACGTATCG-1
#> "01" "022" "03" "022" "01"
#> CCTCGAACTTACTC-1 CCTCTACTCTTCGC-1 CCTCTACTGGCATT-1 CCTGACTGAAGTAG-1 CCTGACTGGGGAGT-1
#> "01" "021" "01" "01" "01"
#> CCTGACTGTGTCTT-1 CCTGCAACACGTTG-1 CCTGGACTCGTGAT-1 CCTTAATGCCCAAA-1 CCTTAATGTTCTAC-1
#> "04" "021" "01" "04" "022"
#> CCTTCACTACGACT-1 CCTTCACTCAGTCA-1 CCTTCACTGGAGTG-1 CCTTTAGATTCATC-1 CGAACATGCCCTAC-1
#> "01" "04" "021" "021" "021"
#> CGAACATGTCAGAC-1 CGAAGACTGGAACG-1 CGAAGACTGTTACG-1 CGAAGGGAAACCTG-1 CGAAGGGATCCGAA-1
#> "01" "01" "01" "03" "04"
#> CGAAGTACCAACTG-1 CGAATCGAGGAGCA-1 CGAATCGAGGAGGT-1 CGACAAACCCATAG-1 CGACAAACCGACAT-1
#> "04" "021" "01" "01" "04"
#> CGACCACTAAAGTG-1 CGACCACTGCCAAT-1 CGACCGGAAGGTCT-1 CGACCGGATGGAAA-1 CGACCTTGCTAGTG-1
#> "03" "03" "01" "01" "01"
#> CGACGTCTATCGTG-1 CGACGTCTCGTGTA-1 CGACGTCTGAGGCA-1 CGACTCACGTCGTA-1 CGACTCACGTTGCA-1
#> "01" "01" "01" "01" "01"
#> CGACTCTGTGTGAC-1 CGACTGCTTCCTCG-1 CGAGAACTAAGGCG-1 CGAGAACTACGTTG-1 CGAGAACTTGTTCT-1
#> "01" "021" "03" "01" "021"
#> CGAGATTGGACACT-1 CGAGATTGGCCATA-1 CGAGCCGAACACCA-1 CGAGCCGAGGCGAA-1 CGAGCGTGCTCCAC-1
#> "03" "03" "01" "01" "01"
#> CGAGCGTGGATACC-1 CGAGCGTGTATGCG-1 CGAGGAGACCTCCA-1 CGAGGAGATGTCGA-1 CGAGGCACCTATGG-1
#> "01" "021" "04" "01" "03"
#> CGAGGCACTATGCG-1 CGAGGCACTCTTCA-1 CGAGGCTGACGCTA-1 CGAGGCTGGCAGTT-1 CGAGGGCTACGACT-1
#> "022" "01" "03" "021" "04"
#> CGAGGGCTCGAATC-1 CGAGTATGTCACCC-1 CGATACGAACAGTC-1 CGATACGACAGGAG-1 CGATACGATTCACT-1
#> "01" "022" "022" "03" "04"
#> CGATAGACCCGTAA-1 CGATAGACCGTACA-1 CGATAGACGTAGGG-1 CGATAGACTGTTCT-1 CGATCAGAAGAACA-1
#> "021" "01" "021" "01" "03"
#> CGATCAGAGAGGGT-1 CGATCAGAGGTACT-1 CGATCAGATGTGAC-1 CGATCCACCGGGAA-1 CGATCCACTTCCAT-1
#> "01" "01" "022" "03" "04"
#> CGCAAATGCTCGAA-1 CGCAACCTCCTTGC-1 CGCAACCTGGACGA-1 CGCACGGAGGACGA-1 CGCACGGATCTTTG-1
#> "01" "01" "01" "04" "01"
#> CGCACTACAGAATG-1 CGCACTACAGCCAT-1 CGCACTACATTGGC-1 CGCACTACTCGCCT-1 CGCACTACTCGTGA-1
#> "01" "01" "01" "04" "01"
#> CGCACTTGTCACGA-1 CGCAGGACAGATCC-1 CGCAGGACCTACTT-1 CGCAGGACTTGTCT-1 CGCAGGTGCACTGA-1
#> "021" "01" "01" "022" "01"
#> CGCAGGTGCCATAG-1 CGCAGGTGGGAACG-1 CGCATAGATCACGA-1 CGCCATACTGCAAC-1 CGCCATTGAGAGGC-1
#> "022" "01" "021" "01" "01"
#> CGCCATTGCTATGG-1 CGCCATTGGAGACG-1 CGCCATTGGAGCAG-1 CGCCATTGTACTGG-1 CGCCGAGAGCTTAG-1
#> "01" "01" "04" "04" "03"
#> CGCCTAACGAATGA-1 CGCCTAACTGCTCC-1 CGCGAGACACAGCT-1 CGCGAGACAGGTCT-1 CGCGAGACGCTACA-1
#> "022" "01" "01" "04" "01"
#> CGCGATCTCAGTCA-1 CGCGATCTGTTGAC-1 CGCGATCTTTCTTG-1 CGCGGATGGCCAAT-1 CGCTAAGAATGTCG-1
#> "021" "021" "04" "01" "01"
#> CGCTAAGACAACTG-1 CGCTAAGACCCTTG-1 CGCTACTGAACAGA-1 CGCTACTGAGAACA-1 CGCTACTGTGAGCT-1
#> "01" "01" "022" "01" "01"
#> CGCTACTGTTCCCG-1 CGCTCATGCATTTC-1 CGGAATTGGTTTGG-1 CGGAATTGTGGAGG-1 CGGACCGATGCGTA-1
#> "03" "021" "01" "01" "03"
#> CGGACCGATGGGAG-1 CGGACTCTAAACAG-1 CGGACTCTCCAATG-1 CGGACTCTCCTCGT-1 CGGAGGCTATTCCT-1
#> "01" "04" "01" "03" "01"
#> CGGAGGCTTGGATC-1 CGGATAACAACGAA-1 CGGATAACAGCTCA-1 CGGATAACTCAGTG-1 CGGCACGAACTCAG-1
#> "01" "021" "01" "021" "01"
#> CGGCACGAAGGGTG-1 CGGCACGACTACGA-1 CGGCATCTTAGAAG-1 CGGCATCTTCGTAG-1 CGGCCAGAAAGGTA-1
#> "01" "022" "01" "021" "01"
#> CGGCCAGAGAGGCA-1 CGGCGAACCAGTCA-1 CGGCGAACGACAAA-1 CGGCGAACGGTCTA-1 CGGCGAACTACTTC-1
#> "03" "022" "03" "01" "03"
#> CGGGACTGCGTGTA-1 CGGGACTGGAATAG-1 CGGGCATGACCCAA-1 CGGGCATGTCTCTA-1 CGGGCATGTTGTGG-1
#> "01" "03" "03" "03" "01"
#> CGGTAAACTCGCAA-1 CGGTCACTGTTTGG-1 CGGTCACTTACTTC-1 CGTAACGATCGCCT-1 CGTACCACACACAC-1
#> "01" "01" "01" "01" "01"
#> CGTACCACACGTTG-1 CGTACCACCTCATT-1 CGTACCACGGAGCA-1 CGTACCTGGCATCA-1 CGTAGCCTCTCTCG-1
#> "01" "01" "01" "03" "021"
#> CGTAGCCTGCGAAG-1 CGTAGCCTGTATGC-1 CGTCAAGAAAGGTA-1 CGTCAAGAACGTGT-1 CGTCAAGACAGAGG-1
#> "01" "022" "021" "01" "01"
#> CGTCAAGACAGGAG-1 CGTCCATGCTCTTA-1 CGTCGACTTTCCGC-1 CGTGATGACGCTAA-1 CGTGATGAGGTTCA-1
#> "03" "01" "01" "01" "01"
#> CGTGCACTTATGGC-1 CGTGTAGAAAAACG-1 CGTGTAGACGATAC-1 CGTGTAGAGTTACG-1 CGTGTAGAGTTCAG-1
#> "022" "01" "03" "03" "021"
#> CGTGTAGATTCGGA-1 CGTTAGGAAACCAC-1 CGTTAGGATCATTC-1 CGTTATACCCTGAA-1 CGTTTAACTGGTCA-1
#> "03" "01" "022" "03" "01"
#> CTAAACCTCTGACA-1 CTAAACCTGTGCAT-1 CTAACACTAACGTC-1 CTAACACTAGTGCT-1 CTAACGGAACCGAT-1
#> "03" "04" "01" "022" "03"
#> CTAACGGATTTCTG-1 CTAACTACGGCAAG-1 CTAAGGACACCATG-1 CTAAGGACCGTTAG-1 CTAAGGACGCCATA-1
#> "01" "01" "01" "01" "021"
#> CTAAGGTGCCTAAG-1 CTAAGGTGTTGCAG-1 CTAAGGTGTTTCTG-1 CTAATAGAGCTATG-1 CTAATGCTTGTGGT-1
#> "04" "01" "01" "01" "021"
#> CTACAACTCCCGTT-1 CTACCTCTCAACCA-1 CTACGCACACCTAG-1 CTACGCACTCTCCG-1 CTACGCACTGGTCA-1
#> "03" "01" "022" "01" "03"
#> CTACGGCTTTCTTG-1 CTACTATGAACCAC-1 CTACTATGATGTGC-1 CTACTATGCTAAGC-1 CTACTATGTAAAGG-1
#> "022" "021" "021" "01" "04"
#> CTACTCCTATGTCG-1 CTACTCCTGCCATA-1 CTAGAGACACTTTC-1 CTAGAGACAGCATC-1 CTAGAGACTTTGGG-1
#> "03" "021" "01" "03" "022"
#> CTAGATCTCTCTAT-1 CTAGATCTTCGACA-1 CTAGGATGAGCCTA-1 CTAGGATGATCGTG-1 CTAGGCCTCTCAGA-1
#> "01" "01" "04" "04" "01"
#> CTAGGTGATGGTTG-1 CTAGTTACCAGAGG-1 CTAGTTACCGCATA-1 CTAGTTACGAAACA-1 CTATAAGATCGTTT-1
#> "022" "01" "01" "03" "04"
#> CTATACTGAGGTTC-1 CTATACTGCCAGTA-1 CTATACTGCGCTAA-1 CTATACTGCTACGA-1 CTATACTGTCTCAT-1
#> "021" "01" "021" "03" "03"
#> CTATACTGTTCGTT-1 CTATAGCTGTCACA-1 CTATAGCTTCGCTC-1 CTATAGCTTGCCTC-1 CTATCAACGAACTC-1
#> "01" "01" "021" "021" "01"
#> CTATCAACGCAGAG-1 CTATCAACTTTGGG-1 CTATCCCTCCACCT-1 CTATGTACGAGAGC-1 CTATGTACGCTTAG-1
#> "01" "01" "021" "01" "01"
#> CTATGTACTGTTTC-1 CTATGTTGAAAGCA-1 CTATGTTGTCCTCG-1 CTATGTTGTCTCGC-1 CTATTGACAAACGA-1
#> "04" "01" "01" "01" "021"
#> CTATTGACACTGGT-1 CTATTGACGGTGAG-1 CTATTGTGGCAAGG-1 CTCAATTGGTTCAG-1 CTCAATTGGTTGCA-1
#> "022" "022" "01" "01" "021"
#> CTCAGAGATAGAAG-1 CTCAGCACTCTAGG-1 CTCAGCACTGAACC-1 CTCAGCACTTGCAG-1 CTCAGCTGAACCTG-1
#> "01" "01" "021" "01" "021"
#> CTCAGCTGCAGTTG-1 CTCAGGCTCGTTGA-1 CTCAGGCTGCTAAC-1 CTCATTGACCTTAT-1 CTCATTGATGCTTT-1
#> "01" "022" "01" "01" "022"
#> CTCCACGAGAGATA-1 CTCCATCTCTTAGG-1 CTCCATCTGACGAG-1 CTCCGAACAAGTGA-1 CTCCTACTGCCTTC-1
#> "022" "01" "01" "022" "021"
#> CTCGAAGATGTGGT-1 CTCGAAGATTAGGC-1 CTCGACTGCTCTAT-1 CTCGACTGGGTGAG-1 CTCGACTGGTTGAC-1
#> "01" "021" "01" "01" "03"
#> CTCGAGCTCTGGAT-1 CTCGCATGACTTTC-1 CTCGCATGCTTAGG-1 CTCTAAACCTCGAA-1 CTCTAAACGGCGAA-1
#> "03" "01" "01" "01" "01"
#> CTCTAATGTCCAAG-1 CTGAACGACAGTCA-1 CTGAACGATGAGGG-1 CTGAAGACCCAACA-1 CTGAAGACGTGCAT-1
#> "021" "01" "01" "01" "04"
#> CTGAAGTGAAGCCT-1 CTGAAGTGCAGCTA-1 CTGAAGTGGCTATG-1 CTGAAGTGTCCAGA-1 CTGAATCTGAATAG-1
#> "022" "04" "01" "01" "01"
#> CTGACAGAATCGTG-1 CTGACCACAGCAAA-1 CTGAGAACCGGGAA-1 CTGAGAACGTAAAG-1 CTGATACTAGTAGA-1
#> "03" "01" "01" "03" "01"
#> CTGATTTGGTGTTG-1 CTGCAGCTAACCGT-1 CTGCAGCTGACACT-1 CTGCAGCTGGATTC-1 CTGCAGCTTGGCAT-1
#> "022" "01" "01" "022" "01"
#> CTGCCAACAGGAGC-1 CTGCCAACCAGCTA-1 CTGCCAACTAACCG-1 CTGCCAACTGCTCC-1 CTGCCAACTTGCAG-1
#> "01" "01" "021" "03" "01"
#> CTGCCAACTTGCTT-1 CTGCGACTCCACCT-1 CTGGAAACAAACGA-1 CTGGAAACATCGAC-1 CTGGATGACTGGAT-1
#> "01" "03" "03" "01" "03"
#> CTGGATGACTTGTT-1 CTGGATGATGTGAC-1 CTGGCACTCAAGCT-1 CTGTAACTAACCAC-1 CTGTAACTAGCGTT-1
#> "01" "04" "021" "01" "01"
#> CTGTATACGTAAAG-1 CTGTATACGTACGT-1 CTGTATACGTTGGT-1 CTGTGAGACAACCA-1 CTGTGAGACCTTGC-1
#> "01" "022" "01" "022" "03"
#> CTGTGAGACGAACT-1 CTGTGAGACTGTAG-1 CTTAAAGAACCTGA-1 CTTAACACCTGTAG-1 CTTAACACTATCGG-1
#> "021" "021" "01" "01" "04"
#> CTTAAGCTACCTAG-1 CTTAAGCTAGTACC-1 CTTAAGCTCATCAG-1 CTTAAGCTCCGCTT-1 CTTACAACTAACGC-1
#> "01" "01" "01" "04" "01"
#> CTTACAACTCCCGT-1 CTTACTGACGTACA-1 CTTAGACTAAACGA-1 CTTAGGGACTTGCC-1 CTTAGGGAGAATCC-1
#> "021" "01" "01" "01" "01"
#> CTTATCGACTCATT-1 CTTCACCTACCTGA-1 CTTCATGAAGCATC-1 CTTCATGAAGTACC-1 CTTCATGACCGAAT-1
#> "01" "022" "04" "01" "01"
#> CTTGAACTACGCAT-1 CTTGATTGAGGTTC-1 CTTGATTGATCTTC-1 CTTGATTGCATTCT-1 CTTGATTGTTTCGT-1
#> "01" "03" "021" "01" "01"
#> CTTGTATGACACCA-1 CTTGTATGCGCAAT-1 CTTTACGAGCGAAG-1 CTTTAGACCGTGAT-1 CTTTAGACGAGACG-1
#> "04" "04" "01" "01" "01"
#> CTTTAGACGATACC-1 CTTTAGACGTTGGT-1 CTTTAGACTCATTC-1 CTTTAGTGACGGGA-1 CTTTAGTGGGTGGA-1
#> "01" "01" "01" "03" "01"
#> CTTTCAGAGAAACA-1 CTTTGATGAGCACT-1 CTTTGATGTCTAGG-1 CTTTGATGTGTCCC-1 CTTTGATGTGTGGT-1
#> "01" "01" "01" "01" "01"
#> GAAACAGAACTACG-1 GAAACAGAATCACG-1 GAAACAGACATTCT-1 GAAACCTGATCGTG-1 GAAACCTGATGCCA-1
#> "01" "01" "01" "01" "01"
#> GAAACCTGCTTATC-1 GAAACCTGGACTAC-1 GAAACCTGTGCTAG-1 GAAAGATGATTTCC-1 GAAAGATGCTGATG-1
#> "01" "022" "01" "01" "022"
#> GAAAGATGCTTCGC-1 GAAAGATGTAAGGA-1 GAAAGCCTACGTTG-1 GAAAGTGAAAGTGA-1 GAAAGTGACCACAA-1
#> "021" "01" "04" "022" "021"
#> GAAAGTGACTCAAG-1 GAAATACTACCAAC-1 GAAATACTCTTAGG-1 GAAATACTTCCTCG-1 GAACACACGTGCAT-1
#> "01" "021" "04" "03" "022"
#> GAACACACTGCCTC-1 GAACAGCTAACTGC-1 GAACAGCTCTCAGA-1 GAACCAACCACAAC-1 GAACCAACTTCCGC-1
#> "01" "022" "022" "01" "03"
#> GAACCTGAACGTGT-1 GAACCTGAGAGACG-1 GAACCTGATGAACC-1 GAACGGGATACTTC-1 GAACTGTGACCTGA-1
#> "01" "01" "01" "01" "022"
#> GAACTGTGCCAGTA-1 GAAGAATGCAATCG-1 GAAGCGGACCTATT-1 GAAGCTACGAATGA-1 GAAGCTACGGTTTG-1
#> "021" "01" "022" "022" "03"
#> GAAGGGTGAAAGTG-1 GAAGGGTGCTTAGG-1 GAAGGTCTGAAAGT-1 GAAGGTCTGTTGCA-1 GAAGGTCTTAAAGG-1
#> "01" "021" "03" "01" "022"
#> GAAGTAGACTCCCA-1 GAAGTAGATCCAAG-1 GAAGTCACCCTCGT-1 GAAGTCACCCTGTC-1 GAAGTCTGTCGCAA-1
#> "03" "022" "021" "04" "04"
#> GAAGTCTGTTCTGT-1 GAAGTGCTAAACGA-1 GAAGTGCTCCGCTT-1 GAAGTGCTTAACCG-1 GAATGCACCCTAAG-1
#> "01" "03" "022" "01" "01"
#> GAATGCACCTTCGC-1 GAATGCTGCGGTAT-1 GAATTAACGATAAG-1 GAATTAACGGTCAT-1 GAATTAACGTCGTA-1
#> "03" "01" "01" "01" "03"
#> GAATTAACTGAAGA-1 GACAACACAGGCGA-1 GACAACACATCGTG-1 GACAACACTCGCCT-1 GACAACTGAGGTTC-1
#> "04" "01" "01" "01" "01"
#> GACAGGGAAGAGTA-1 GACAGGGAATGCCA-1 GACAGTACGAGCTT-1 GACAGTACTTCGGA-1 GACAGTTGAGTAGA-1
#> "04" "01" "022" "022" "04"
#> GACATTCTCCACCT-1 GACCAAACGACTAC-1 GACCAAACGTATCG-1 GACCCTACTAAAGG-1 GACCTAGACCTCAC-1
#> "022" "021" "021" "04" "01"
#> GACCTAGACGAGAG-1 GACCTCACAAGGTA-1 GACCTCACGTACGT-1 GACCTCTGCATCAG-1 GACGAACTCCCACT-1
#> "01" "01" "022" "01" "01"
#> GACGATTGCCAATG-1 GACGCCGACCTTCG-1 GACGCTCTCTCTCG-1 GACGGCACACGGGA-1 GACGGCACGAGATA-1
#> "04" "01" "03" "03" "022"
#> GACGTAACCTATGG-1 GACGTAACCTGTGA-1 GACGTAACTATGGC-1 GACGTATGTTGACG-1 GACGTATGTTTGCT-1
#> "01" "01" "01" "01" "01"
#> GACGTCCTACGGAG-1 GACGTCCTCTCAAG-1 GACGTCCTGATAAG-1 GACTACGATGGTCA-1 GACTCCTGCTCGCT-1
#> "01" "021" "04" "04" "01"
#> GACTCCTGGGTTAC-1 GACTCCTGTTATCC-1 GACTCCTGTTGGTG-1 GACTGAACCAATCG-1 GACTGATGTGATGC-1
#> "01" "01" "021" "021" "01"
#> GACTTTACATGCCA-1 GACTTTACGACAGG-1 GAGAAATGTTCTCA-1 GAGATAGAAAAAGC-1 GAGATCACGACAAA-1
#> "01" "04" "04" "022" "022"
#> GAGATGCTCTGGAT-1 GAGATGCTGAATGA-1 GAGCAGGATTCCCG-1 GAGCATACTTTGCT-1 GAGCGCACGCGTAT-1
#> "03" "01" "03" "022" "021"
#> GAGCGCACGGTGAG-1 GAGCGCTGAAGATG-1 GAGCGCTGTCTTAC-1 GAGCGGCTGGGAGT-1 GAGGACGACTCAGA-1
#> "01" "03" "021" "04" "01"
#> GAGGATCTGAAAGT-1 GAGGCAGACTTGCC-1 GAGGGAACACCAGT-1 GAGGGAACGAGGGT-1 GAGGGATGGGAAAT-1
#> "04" "03" "01" "01" "01"
#> GAGGGCCTTCACCC-1 GAGGGTGAAGAGTA-1 GAGGTACTACGGTT-1 GAGGTACTACTCAG-1 GAGGTACTGACACT-1
#> "01" "01" "01" "021" "03"
#> GAGGTACTGGGAGT-1 GAGGTACTTAGCGT-1 GAGGTGGAGTACGT-1 GAGGTGGATCCTCG-1 GAGGTTACTCGTTT-1
#> "01" "022" "01" "03" "022"
#> GAGGTTTGTAAGCC-1 GAGTCAACCATTCT-1 GAGTCAACGGGAGT-1 GAGTCTGATCGTGA-1 GAGTCTGATTTGGG-1
#> "021" "01" "01" "01" "04"
#> GAGTGACTCAGCTA-1 GAGTGACTCGGTAT-1 GAGTGACTCTTGCC-1 GAGTGACTGACTAC-1 GAGTGACTGTCTAG-1
#> "03" "03" "04" "04" "01"
#> GAGTGGGAGTCTTT-1 GAGTGGGATGCCCT-1 GAGTGGGATGCTGA-1 GAGTGTTGCTGTAG-1 GAGTGTTGTGGTCA-1
#> "04" "01" "04" "01" "01"
#> GAGTTGTGCATGGT-1 GAGTTGTGCTGAGT-1 GAGTTGTGGCGAGA-1 GAGTTGTGGTAGCT-1 GAGTTGTGTATGCG-1
#> "021" "03" "021" "03" "022"
#> GATAAGGAGAAACA-1 GATAAGGATTCACT-1 GATACTCTATCGGT-1 GATACTCTTACTTC-1 GATACTCTTGACTG-1
#> "021" "021" "01" "01" "021"
#> GATAGAGAAGGGTG-1 GATAGAGACTGTGA-1 GATAGAGATCACGA-1 GATAGCACCCATAG-1 GATAGCACGAAGGC-1
#> "03" "01" "021" "01" "022"
#> GATAGCACTTGTCT-1 GATATAACAAGGTA-1 GATATAACACGCAT-1 GATATATGCTGGAT-1 GATATATGTCCGTC-1
#> "01" "01" "01" "01" "03"
#> GATATATGTGGAGG-1 GATATCCTAGAAGT-1 GATATCCTCCCGTT-1 GATATTGACAGGAG-1 GATATTGACGAGTT-1
#> "021" "01" "021" "03" "022"
#> GATATTGAGCCAAT-1 GATCCCTGACCTTT-1 GATCCCTGTGTAGC-1 GATCCGCTGGTCAT-1 GATCGAACCGAGAG-1
#> "01" "03" "03" "021" "01"
#> GATCGATGACTAGC-1 GATCGATGGTAAAG-1 GATCGATGTAAGGA-1 GATCGTGACACTAG-1 GATCGTGATTCACT-1
#> "04" "04" "021" "01" "01"
#> GATCTACTGGTGAG-1 GATCTACTTTGCAG-1 GATCTTACACCCAA-1 GATCTTACCCTACC-1 GATCTTACGAATAG-1
#> "01" "04" "022" "01" "021"
#> GATCTTACGAGATA-1 GATGCAACTCCAGA-1 GATGCCCTACGTAC-1 GATGCCCTCTCATT-1 GATGCCCTGGCAAG-1
#> "021" "01" "01" "01" "021"
#> GATGCCCTTTTGCT-1 GATTACCTTGTTCT-1 GATTCGGAACGACT-1 GATTCGGACAGGAG-1 GATTCGGAGAAGGC-1
#> "01" "01" "01" "022" "022"
#> GATTCTTGATTCGG-1 GATTCTTGCCGATA-1 GATTCTTGCGAGTT-1 GATTGGACCCGTTC-1 GATTGGACGGTGTT-1
#> "022" "01" "04" "04" "04"
#> GATTGGACTTTCGT-1 GATTGGTGTGTCAG-1 GATTTAGACACTCC-1 GATTTAGACTAAGC-1 GATTTAGATTCGTT-1
#> "04" "01" "022" "04" "021"
#> GATTTGCTAACGAA-1 GATTTGCTAACGGG-1 GCAACCCTCCTCGT-1 GCAACTGATTGCGA-1 GCAAGACTACTGGT-1
#> "01" "021" "021" "01" "01"
#> GCAAGACTAGGTCT-1 GCAAGACTCCCTTG-1 GCAATCGACTGCAA-1 GCAATCGAGACGTT-1 GCAATCGATCCTTA-1
#> "01" "01" "01" "022" "021"
#> GCAATTCTCGTGTA-1 GCAATTCTTCTCCG-1 GCACAAACAATGCC-1 GCACAAACGGTACT-1 GCACAATGGTGCAT-1
#> "01" "01" "01" "01" "021"
#> GCACACCTGTGCTA-1 GCACCACTCATGAC-1 GCACCACTGTTTGG-1 GCACCACTTCCTTA-1 GCACCACTTTCGGA-1
#> "03" "021" "021" "03" "021"
#> GCACCTACGCGATT-1 GCACCTTGGCTGTA-1 GCACCTTGGGGAGT-1 GCACGGACCAGCTA-1 GCACGGTGACCTCC-1
#> "01" "01" "022" "01" "01"
#> GCACGGTGCTATGG-1 GCACTAGAACGGGA-1 GCACTAGAAGATGA-1 GCACTAGACCTTTA-1 GCACTAGACGTAAC-1
#> "022" "01" "04" "022" "04"
#> GCACTAGAGTCGTA-1 GCACTAGATGCAAC-1 GCACTGCTGAGGCA-1 GCAGATACAGCGTT-1 GCAGATACGACGGA-1
#> "03" "01" "01" "01" "01"
#> GCAGATACGCAGAG-1 GCAGCCGACAGTCA-1 GCAGCGTGCACTCC-1 GCAGCTCTCAATCG-1 GCAGCTCTGTTTCT-1
#> "01" "01" "01" "01" "01"
#> GCAGGGCTAAGAAC-1 GCAGGGCTAAGGGC-1 GCAGGGCTATCGAC-1 GCAGGGCTTGGGAG-1 GCAGTCCTAACTGC-1
#> "01" "01" "03" "03" "01"
#> GCAGTCCTCTCTTA-1 GCATCAGATGCGTA-1 GCATGTGACAAGCT-1 GCATTGGAGAAGGC-1 GCCAAAACGAGGCA-1
#> "01" "01" "01" "01" "03"
#> GCCAAATGATCGAC-1 GCCAACCTACGGTT-1 GCCAACCTCGCCTT-1 GCCACGGAGGCGAA-1 GCCACGGATACTGG-1
#> "01" "01" "01" "021" "01"
#> GCCACTACGTCTTT-1 GCCCAACTACCGAT-1 GCCCAACTATGGTC-1 GCCCATACAGCGTT-1 GCCGACGAACTCTT-1
#> "01" "01" "03" "03" "022"
#> GCCGAGTGCGTTGA-1 GCCGGAACGAACTC-1 GCCGGAACGTTCTT-1 GCCGGAACTGCACA-1 GCCGGAACTTACTC-1
#> "01" "03" "03" "03" "01"
#> GCCGTACTACCTGA-1 GCCGTACTGGCAAG-1 GCCTACACAGTTCG-1 GCCTACACCACTGA-1 GCCTACACCTTGAG-1
#> "01" "021" "03" "022" "01"
#> GCCTAGCTACGGAG-1 GCCTAGCTCTATTC-1 GCCTAGCTTCTCAT-1 GCCTAGCTTCTCTA-1 GCCTCAACCATGGT-1
#> "04" "01" "01" "022" "01"
#> GCCTCAACTCTTTG-1 GCCTCATGTCTTAC-1 GCCTGACTCTCAAG-1 GCGAAGGAACTCTT-1 GCGAAGGATGCCAA-1
#> "03" "01" "021" "01" "01"
#> GCGAGAGAGGGACA-1 GCGAGCACTGTCGA-1 GCGAGCACTTGACG-1 GCGAGCACTTGCTT-1 GCGATATGGTACGT-1
#> "01" "04" "01" "021" "01"
#> GCGATATGGTGTTG-1 GCGCACGAAGTCGT-1 GCGCACGACTTTAC-1 GCGCATCTAGGTCT-1 GCGCATCTGGTTAC-1
#> "01" "01" "021" "01" "01"
#> GCGCATCTTCGATG-1 GCGCATCTTGCTCC-1 GCGCATCTTTCTAC-1 GCGCGAACGTTCTT-1 GCGCGATGAACGGG-1
#> "01" "03" "01" "04" "01"
#> GCGCGATGGTGCAT-1 GCGGAGCTCCTGAA-1 GCGGCAACCCGATA-1 GCGGCAACGGAGGT-1 GCGGCAACTGTCGA-1
#> "03" "01" "01" "04" "021"
#> GCGTAAACACGGTT-1 GCGTAATGCACCAA-1 GCGTATGAACACCA-1 GCGTATGATGAGAA-1 GCTACAGAAAGGTA-1
#> "022" "022" "01" "022" "01"
#> GCTACAGAATCTTC-1 GCTACCTGAGAAGT-1 GCTACCTGATCACG-1 GCTACGCTAGAATG-1 GCTACGCTAGCTAC-1
#> "04" "021" "01" "01" "01"
#> GCTACGCTCCCTAC-1 GCTAGAACAGAGGC-1 GCTAGAACGGATCT-1 GCTAGAACTCCCGT-1 GCTAGATGAGCTCA-1
#> "01" "04" "01" "01" "021"
#> GCTAGATGGCGATT-1 GCTATACTAAGGCG-1 GCTATACTAGCGTT-1 GCTATACTCTCTTA-1 GCTATACTGGACGA-1
#> "03" "01" "03" "01" "01"
#> GCTCAAGAACCATG-1 GCTCAAGAAGTCAC-1 GCTCAGCTGTCTAG-1 GCTCCATGAGAAGT-1 GCTCCATGCCGAAT-1
#> "022" "022" "01" "03" "01"
#> GCTCGACTCTAGTG-1 GCTGATGAGGTATC-1 GCTTAACTACAGTC-1 GCTTAACTACTGGT-1 GCTTAACTGCTGAT-1
#> "021" "021" "021" "03" "01"
#> GCTTAACTTAGACC-1 GCTTAACTTCAGTG-1 GGAACACTCACTTT-1 GGAACACTTCAGAC-1 GGAACTACTACTTC-1
#> "021" "01" "021" "03" "01"
#> GGAACTTGAAGGTA-1 GGAACTTGAGAATG-1 GGAACTTGCTCCAC-1 GGAACTTGGGTAGG-1 GGAAGGACATCGGT-1
#> "022" "01" "021" "04" "021"
#> GGAAGGACCACTAG-1 GGAAGGACGAGGGT-1 GGAAGGACGCGAAG-1 GGAAGGTGGCGAGA-1 GGAATCTGAAGGGC-1
#> "01" "01" "01" "03" "01"
#> GGAATCTGAGGAGC-1 GGAATCTGCTTAGG-1 GGAATCTGCTTGTT-1 GGAATCTGGGAGGT-1 GGAATGCTTTCTAC-1
#> "01" "04" "021" "01" "01"
#> GGACAGGAAAGGGC-1 GGACAGGAGTGCTA-1 GGACAGGATCTCGC-1 GGACCCGAAGCTAC-1 GGACCGTGCTTACT-1
#> "01" "04" "01" "022" "021"
#> GGACCGTGGGAACG-1 GGACCGTGTAACGC-1 GGACCTCTGTAAGA-1 GGACCTCTTTTCTG-1 GGACGAGAGTGTCA-1
#> "022" "01" "021" "03" "021"
#> GGACGCTGACGCAT-1 GGACGCTGCTAGCA-1 GGACGCTGTCCTCG-1 GGAGAGACGTGAGG-1 GGAGCAGATTCAGG-1
#> "01" "01" "03" "01" "04"
#> GGAGCCACCTTCTA-1 GGAGCGCTACGCAT-1 GGAGCGCTCCGAAT-1 GGAGGATGCCACCT-1 GGAGGATGGTTGAC-1
#> "04" "022" "01" "01" "021"
#> GGAGGATGTCAGTG-1 GGAGGCCTCGTTGA-1 GGAGGCCTTTCTTG-1 GGAGGTGATACGCA-1 GGAGGTGATCGCTC-1
#> "021" "03" "01" "01" "01"
#> GGATACTGCAGCTA-1 GGATACTGTCTAGG-1 GGATAGCTCGTCTC-1 GGATAGCTCTGAAC-1 GGATGTACCAAAGA-1
#> "01" "01" "01" "01" "04"
#> GGATGTACGCGAAG-1 GGATGTACGTCTTT-1 GGATGTACGTGTCA-1 GGATTTCTAGGTTC-1 GGATTTCTTTGTCT-1
#> "01" "021" "03" "01" "022"
#> GGCAAGGAAAAAGC-1 GGCAAGGAAGAAGT-1 GGCAAGGACTTGGA-1 GGCAAGGAGGACTT-1 GGCAATACGCTAAC-1
#> "03" "01" "021" "01" "04"
#> GGCAATACGGCATT-1 GGCAATACGTTTCT-1 GGCACGTGGCTTAG-1 GGCACTCTTTTGTC-1 GGCATATGCTTATC-1
#> "01" "04" "022" "01" "03"
#> GGCATATGGGGAGT-1 GGCATATGTGTGAC-1 GGCCACGACAGAGG-1 GGCCAGACTGGTTG-1 GGCCCAGAAAGTAG-1
#> "03" "01" "01" "01" "021"
#> GGCCGAACAACGAA-1 GGCCGAACGCAGAG-1 GGCCGAACGTAGGG-1 GGCCGAACTCTAGG-1 GGCCGATGCAGGAG-1
#> "01" "01" "01" "03" "01"
#> GGCCGATGCCGAAT-1 GGCCGATGTACTCT-1 GGCGACACTGCCCT-1 GGCGACTGCGTAAC-1 GGCGCATGCCTAAG-1
#> "01" "01" "03" "01" "022"
#> GGCGCATGCTCCAC-1 GGCGCATGTGGAAA-1 GGCGGACTAGAGGC-1 GGCGGACTAGGAGC-1 GGCGGACTCTGACA-1
#> "01" "01" "01" "03" "01"
#> GGCGGACTCTTGGA-1 GGCGGACTTACTGG-1 GGCGGACTTGAACC-1 GGCTAAACACCTGA-1 GGCTAAACTCTTAC-1
#> "03" "01" "01" "03" "01"
#> GGCTAATGAGCACT-1 GGCTAATGGTCTAG-1 GGCTCACTACTCAG-1 GGGAACGAAGCTCA-1 GGGAACGACACAAC-1
#> "03" "01" "021" "022" "04"
#> GGGAACGAGTGTCA-1 GGGAAGTGTTGAGC-1 GGGACCACACGTTG-1 GGGACCACAGAACA-1 GGGACCACGAATAG-1
#> "021" "021" "03" "01" "01"
#> GGGACCACGTCATG-1 GGGACCACTCAAGC-1 GGGACCACTCGTGA-1 GGGACCACTGCATG-1 GGGACCTGACCCTC-1
#> "01" "01" "01" "01" "021"
#> GGGACCTGCTTGCC-1 GGGACCTGTGGAGG-1 GGGATGGACGACAT-1 GGGATGGATACTTC-1 GGGATGGATGGTTG-1
#> "01" "04" "04" "01" "021"
#> GGGATTACGTCTAG-1 GGGCAAGATGCATG-1 GGGCACACGGTGAG-1 GGGCACACGTTGCA-1 GGGCAGCTTGGGAG-1
#> "01" "021" "022" "01" "01"
#> GGGCAGCTTTTCTG-1 GGGCCAACCTTGGA-1 GGGCCAACGCGTTA-1 GGGCCAACTACGCA-1 GGGCCAACTCCAAG-1
#> "01" "022" "04" "021" "04"
#> GGGCCATGATGGTC-1 GGGCCATGTTGACG-1 GGGTAACTCAGCTA-1 GGGTAACTCTAGTG-1 GGGTAACTCTGGAT-1
#> "01" "01" "01" "04" "01"
#> GGGTTAACGTGCAT-1 GGTAAAGAGCTAAC-1 GGTACAACTGCAAC-1 GGTACATGAAAGCA-1 GGTACATGAGCTCA-1
#> "03" "03" "01" "04" "01"
#> GGTACATGCGGTAT-1 GGTACATGGTTACG-1 GGTACATGTGGGAG-1 GGTACTGAACTCTT-1 GGTAGTACACCACA-1
#> "01" "01" "01" "021" "01"
#> GGTAGTACACTAGC-1 GGTAGTACCCTGTC-1 GGTAGTACGCCATA-1 GGTAGTACTGTCTT-1 GGTATCGAGACAAA-1
#> "021" "01" "021" "01" "021"
#> GGTATCGATGAACC-1 GGTCAAACCAAAGA-1 GGTCTAGAGAAACA-1 GGTCTAGATAGCGT-1 GGTGATACCGACTA-1
#> "04" "01" "021" "022" "04"
#> GGTGATACGACTAC-1 GGTGATACTGTTTC-1 GGTGGAGAAACGGG-1 GGTGGAGAAGTAGA-1 GGTGGAGACAGATC-1
#> "021" "01" "03" "01" "03"
#> GGTGGAGATCGATG-1 GGTGGAGATCTCTA-1 GGTGGAGATTACTC-1 GGTTTACTACGCAT-1 GTAACGTGACCTCC-1
#> "01" "021" "03" "03" "022"
#> GTAACGTGATCGGT-1 GTAACGTGCAGCTA-1 GTAACGTGGTTGAC-1 GTAAGCACAACGGG-1 GTAAGCACTCATTC-1
#> "04" "04" "04" "01" "04"
#> GTAAGCTGGTACCA-1 GTAATAACCTTCTA-1 GTAATAACGTTGTG-1 GTACCCTGACAGTC-1 GTACCCTGGAGCTT-1
#> "021" "021" "01" "022" "01"
#> GTACCCTGTCCTTA-1 GTACCCTGTGAACC-1 GTACGTGAACGTTG-1 GTACTTTGTCGACA-1 GTAGACTGAGATGA-1
#> "03" "01" "03" "01" "021"
#> GTAGACTGTATTCC-1 GTAGCAACAGTCGT-1 GTAGCAACCATTTC-1 GTAGCAACGGTAGG-1 GTAGCATGCACTCC-1
#> "01" "021" "04" "021" "04"
#> GTAGCATGTAAGCC-1 GTAGCCCTGACGTT-1 GTAGCTGAAGCTAC-1 GTAGCTGAATTCGG-1 GTAGGTACACGGGA-1
#> "021" "01" "022" "01" "021"
#> GTAGTGACCTCATT-1 GTAGTGTGAGCGGA-1 GTAGTGTGAGGCGA-1 GTAGTGTGTGGTTG-1 GTATCACTGGTAGG-1
#> "01" "03" "021" "01" "021"
#> GTATCTACAGAAGT-1 GTATCTACGACGAG-1 GTATCTACGTTACG-1 GTATTAGAAACAGA-1 GTATTAGAGGTCTA-1
#> "03" "03" "01" "03" "01"
#> GTATTCACACAGCT-1 GTATTCACGGGTGA-1 GTCAACGACACTGA-1 GTCAACGAGTGTAC-1 GTCAATCTACACCA-1
#> "01" "03" "01" "021" "01"
#> GTCAATCTGTAGCT-1 GTCAATCTTGTGGT-1 GTCACCTGCCTCCA-1 GTCACCTGTCCCGT-1 GTCATACTAATCGC-1
#> "03" "01" "01" "01" "04"
#> GTCATACTGCGATT-1 GTCATACTTCGCCT-1 GTCATACTTTACCT-1 GTCATACTTTGACG-1 GTCCAAGAAAAACG-1
#> "03" "03" "03" "01" "01"
#> GTCCACTGACCTCC-1 GTCCACTGGGTACT-1 GTCCAGCTACGGGA-1 GTCCCATGTGGTGT-1 GTCGAATGAAGGCG-1
#> "01" "022" "01" "022" "022"
#> GTCGACCTGAATGA-1 GTCGACCTGTTCAG-1 GTCGCACTTGAGAA-1 GTCTAACTGGTCTA-1 GTCTAGGAGCTTCC-1
#> "03" "01" "04" "022" "021"
#> GTGAACACACTCTT-1 GTGAACACTCAGGT-1 GTGACCCTTAAGCC-1 GTGATGACAAGTGA-1 GTGATGACCTGAGT-1
#> "01" "01" "01" "01" "04"
#> GTGATGACGGTTTG-1 GTGATTCTCATTTC-1 GTGATTCTCTCTCG-1 GTGATTCTGGTTCA-1 GTGATTCTGTCGAT-1
#> "01" "01" "021" "03" "01"
#> GTGATTCTTAGCGT-1 GTGCCACTCAGGAG-1 GTGGATTGCACTAG-1 GTGGATTGCGGAGA-1 GTGGATTGTAACGC-1
#> "04" "01" "022" "01" "01"
#> GTGTACGATCAGTG-1 GTGTAGTGGGTACT-1 GTGTATCTAGCCTA-1 GTGTATCTAGTAGA-1 GTGTATCTGTTACG-1
#> "01" "01" "04" "03" "04"
#> GTGTCAGAAGCGTT-1 GTTAAAACCGAGAG-1 GTTAAATGCTCGAA-1 GTTAAATGTCGACA-1 GTTAACCTAGCTAC-1
#> "03" "03" "01" "04" "01"
#> GTTAACCTTGCTTT-1 GTTAGGTGCACTCC-1 GTTAGGTGCCAGTA-1 GTTAGGTGCCCAAA-1 GTTAGGTGGAACTC-1
#> "022" "01" "022" "022" "04"
#> GTTAGTCTAAGAAC-1 GTTATAGAGGACAG-1 GTTATGCTTTCATC-1 GTTCAACTGGGACA-1 GTTCAACTTATGCG-1
#> "01" "01" "01" "03" "01"
#> GTTGACGAGCCCTT-1 GTTGACGATATCGG-1 GTTGAGTGGTCTTT-1 GTTGAGTGTGCTTT-1 GTTGATCTGGGACA-1
#> "03" "03" "022" "01" "01"
#> GTTGATCTTTTCAC-1 GTTGGATGTTTACC-1 GTTGTACTATTCCT-1 GTTGTACTTTTGGG-1 GTTTAAGACCATGA-1
#> "03" "022" "022" "01" "021"
#> GTTTAAGACTGTCC-1 TAAACAACCAACCA-1 TAAACAACGAATCC-1 TAAAGACTCAGGAG-1 TAAATCGATGAGGG-1
#> "03" "01" "04" "01" "01"
#> TAACAATGTGCCCT-1 TAACACCTTCGCTC-1 TAACACCTTCGTAG-1 TAACACCTTGTTTC-1 TAACATGACACTAG-1
#> "04" "021" "022" "03" "04"
#> TAACCGGACTTACT-1 TAACGTCTCAACCA-1 TAACGTCTCATTGG-1 TAACTAGAATTTCC-1 TAACTAGACTTAGG-1
#> "01" "021" "01" "01" "01"
#> TAACTAGATCTGGA-1 TAACTCACGAGGAC-1 TAACTCACGTACAC-1 TAACTCACGTATCG-1 TAACTCACTCTACT-1
#> "01" "021" "04" "021" "03"
#> TAAGAACTGTGTCA-1 TAAGAGGACTAAGC-1 TAAGAGGACTTGTT-1 TAAGATACGGTTCA-1 TAAGATTGCGTAGT-1
#> "021" "04" "03" "021" "01"
#> TAAGATTGTTGCTT-1 TAAGCGTGAGGTTC-1 TAAGCGTGGACAAA-1 TAAGCGTGGGAAAT-1 TAAGCGTGTGCTCC-1
#> "01" "021" "022" "01" "022"
#> TAAGGCTGCCATGA-1 TAAGGCTGCTGCTC-1 TAAGGCTGTCTCGC-1 TAAGGGCTGCTGTA-1 TAAGGGCTTTACTC-1
#> "01" "01" "022" "03" "01"
#> TAAGTAACCGAGAG-1 TAAGTAACCTCCAC-1 TAAGTAACCTGTAG-1 TAAGTAACTTGTCT-1 TAATGATGAGCGGA-1
#> "04" "04" "01" "01" "01"
#> TAATGCCTCATGAC-1 TAATGCCTCGTCTC-1 TAATGTGAAGATGA-1 TAATGTGACTGCAA-1 TAATGTGATTACTC-1
#> "01" "03" "01" "022" "01"
#> TACAAATGGGTACT-1 TACAATGAAAACAG-1 TACAATGACTTAGG-1 TACAATGATGCTAG-1 TACACACTCACACA-1
#> "01" "021" "01" "01" "01"
#> TACACACTCTTACT-1 TACATAGAACGCAT-1 TACATCACACGGGA-1 TACATCACCTGTTT-1 TACATCACGCTAAC-1
#> "01" "01" "01" "022" "04"
#> TACATCACTGAACC-1 TACCATTGAGGTTC-1 TACCATTGCGGGAA-1 TACCATTGGGGATG-1 TACCATTGTGAGGG-1
#> "022" "01" "021" "021" "021"
#> TACCGGCTGTTGGT-1 TACGAGTGATCTCT-1 TACGAGTGATGCTG-1 TACGAGTGCGGAGA-1 TACGAGTGGTTGGT-1
#> "01" "01" "022" "01" "01"
#> TACGATCTAGTGTC-1 TACGATCTCACTGA-1 TACGATCTTACGAC-1 TACGCAGAGAATCC-1 TACGCCACATTCCT-1
#> "01" "022" "03" "03" "01"
#> TACGCCACTCCCAC-1 TACGCCACTCCGAA-1 TACGGAACGCGTTA-1 TACGGCCTGGGACA-1 TACGTACTACGGAG-1
#> "022" "04" "04" "03" "01"
#> TACGTACTCAGTTG-1 TACGTACTCCCGTT-1 TACGTTACAGAAGT-1 TACGTTACCAAGCT-1 TACTAAGAAAGGTA-1
#> "01" "04" "01" "021" "04"
#> TACTAAGAATCACG-1 TACTAAGATGATGC-1 TACTAAGATTGCGA-1 TACTACACGAGAGC-1 TACTACACTTACCT-1
#> "01" "021" "01" "01" "04"
#> TACTACTGAACCTG-1 TACTACTGATGTCG-1 TACTACTGATTCTC-1 TACTACTGTATGGC-1 TACTCAACGGTCTA-1
#> "021" "03" "01" "01" "021"
#> TACTCAACTGCTAG-1 TACTCCCTCAGTTG-1 TACTCTGAATCGAC-1 TACTCTGACGAGTT-1 TACTCTGATTGACG-1
#> "04" "01" "03" "01" "04"
#> TACTGGGATCGATG-1 TACTGTTGAAAGCA-1 TACTGTTGAGGCGA-1 TACTGTTGCTGAAC-1 TACTTGACTCCTCG-1
#> "01" "01" "03" "04" "03"
#> TACTTGACTGGTGT-1 TACTTTCTTTTGGG-1 TAGAAACTAATCGC-1 TAGAAACTGCTTCC-1 TAGAAACTGGGATG-1
#> "04" "01" "01" "021" "03"
#> TAGAATTGCGACAT-1 TAGAATTGTATCGG-1 TAGACGTGCTTGAG-1 TAGACGTGTCGCTC-1 TAGAGCACCTTACT-1
#> "01" "01" "01" "01" "04"
#> TAGATTGACTTGTT-1 TAGATTGAGGCATT-1 TAGCATCTCAGCTA-1 TAGCATCTCCCTCA-1 TAGCATCTGCTGTA-1
#> "04" "01" "03" "01" "022"
#> TAGCATCTGGGACA-1 TAGCATCTTGTCGA-1 TAGCCCACAAAAGC-1 TAGCCCACAGCCAT-1 TAGCCCACAGCTAC-1
#> "01" "01" "01" "03" "03"
#> TAGCCCACCCACAA-1 TAGCCCTGCGGAGA-1 TAGCCGCTTACGAC-1 TAGCCGCTTACTTC-1 TAGCCGCTTTCCAT-1
#> "01" "01" "01" "03" "022"
#> TAGCTACTGAATAG-1 TAGCTACTGTAGCT-1 TAGCTACTTTTGCT-1 TAGGACTGTGCTGA-1 TAGGAGCTAAGGCG-1
#> "04" "01" "01" "01" "04"
#> TAGGAGCTGAGGGT-1 TAGGAGCTTGCATG-1 TAGGCAACCGTCTC-1 TAGGCATGCTCTCG-1 TAGGCATGGCGAGA-1
#> "01" "04" "04" "03" "03"
#> TAGGCTGATGCCTC-1 TAGGGACTGAACTC-1 TAGGTCGACACTGA-1 TAGGTCGAGGATCT-1 TAGGTGACACACTG-1
#> "021" "03" "01" "04" "01"
#> TAGGTGACACGTTG-1 TAGGTGTGTTCTGT-1 TAGGTTCTGAAGGC-1 TAGGTTCTTCTTAC-1 TAGGTTCTTGCTGA-1
#> "04" "03" "01" "022" "021"
#> TAGTAAACCTCGCT-1 TAGTAAACGTCACA-1 TAGTAATGAGATCC-1 TAGTACCTAAGAAC-1 TAGTATGATCTTAC-1
#> "01" "01" "01" "021" "04"
#> TAGTATGATTCTCA-1 TAGTCTTGGCTGTA-1 TAGTCTTGGGACTT-1 TAGTCTTGTGGAAA-1 TAGTGGTGAAGTGA-1
#> "01" "01" "01" "03" "03"
#> TAGTTAGAACCACA-1 TAGTTAGATGAACC-1 TATAAGACAACAGA-1 TATAAGACAGCTCA-1 TATAAGTGACACCA-1
#> "03" "01" "01" "022" "022"
#> TATAAGTGTATCGG-1 TATAAGTGTGGTGT-1 TATACAGAACCCTC-1 TATACAGAAGAACA-1 TATACAGATCCAGA-1
#> "021" "022" "01" "01" "01"
#> TATACCACCTGATG-1 TATACGCTACCAAC-1 TATAGATGGACGGA-1 TATAGATGTTCCGC-1 TATCCAACCAGCTA-1
#> "04" "01" "01" "022" "021"
#> TATCCAACTCTCTA-1 TATCGACTACTAGC-1 TATCGACTCGATAC-1 TATCGTACAGATGA-1 TATCGTACATTCCT-1
#> "03" "01" "022" "01" "021"
#> TATCTCGAGAGATA-1 TATCTGACAGGTTC-1 TATCTGACTGTTTC-1 TATCTTCTAAACAG-1 TATGAATGGAGGAC-1
#> "01" "03" "01" "01" "03"
#> TATGAATGTTTGCT-1 TATGCGGATAACCG-1 TATGGGTGCATCAG-1 TATGGGTGCTAGCA-1 TATGGTCTCTACCC-1
#> "022" "01" "03" "04" "01"
#> TATGTCACGGAACG-1 TATGTCACTAACCG-1 TATGTCACTTCTCA-1 TATGTGCTCCGATA-1 TATGTGCTGGATTC-1
#> "04" "022" "04" "021" "01"
#> TATTGCTGAAGAAC-1 TATTGCTGCCGTTC-1 TATTGCTGTCTGGA-1 TATTGCTGTGCACA-1 TATTTCCTATTGGC-1
#> "021" "04" "01" "01" "021"
#> TATTTCCTGGAGGT-1 TATTTCCTGGTGTT-1 TCAACACTGTTTGG-1 TCAAGGACAGCGTT-1 TCAAGGACATTCTC-1
#> "03" "01" "03" "01" "03"
#> TCAAGGACGGTGTT-1 TCAATCACACTCTT-1 TCAATCACAGTCGT-1 TCACAACTATGTGC-1 TCACAACTTTGCTT-1
#> "021" "03" "022" "01" "021"
#> TCACATACACTTTC-1 TCACATACAGGGTG-1 TCACCCGAGACGGA-1 TCACCGTGCTCGCT-1 TCACCTCTACGACT-1
#> "01" "01" "022" "022" "03"
#> TCACCTCTTCCAAG-1 TCACGAGAGGAGGT-1 TCACTATGGGGCAA-1 TCACTATGGTTGTG-1 TCAGACGACGCTAA-1
#> "022" "04" "03" "04" "01"
#> TCAGACGACGTTAG-1 TCAGAGACTCCAGA-1 TCAGCAGACTCCAC-1 TCAGCGCTCTAGTG-1 TCAGCGCTGGATCT-1
#> "03" "01" "01" "01" "04"
#> TCAGCGCTGGTATC-1 TCAGGATGAAGTAG-1 TCAGGATGCCTTTA-1 TCAGTGGAAGATCC-1 TCAGTTACCTACGA-1
#> "01" "01" "022" "03" "021"
#> TCAGTTACTAGAAG-1 TCATCAACCCGATA-1 TCATCAACTGTTCT-1 TCATCATGCAGTTG-1 TCATCCCTTACTGG-1
#> "01" "01" "022" "01" "01"
#> TCATTCGATACAGC-1 TCCACGTGGAAACA-1 TCCACTCTACACTG-1 TCCACTCTGAGCTT-1 TCCACTCTTACTTC-1
#> "022" "01" "01" "021" "04"
#> TCCATAACAAAGTG-1 TCCATAACCGTAGT-1 TCCATAACGATGAA-1 TCCATAACTACGCA-1 TCCATCCTCCCTAC-1
#> "01" "04" "01" "01" "03"
#> TCCCACGATCATTC-1 TCCCATCTCAAAGA-1 TCCCGAACACAGTC-1 TCCCGAACTTCGCC-1 TCCCGATGAGATCC-1
#> "01" "021" "03" "022" "01"
#> TCCCGATGCCTGAA-1 TCCCTACTCAACTG-1 TCCGAAGACAATCG-1 TCCGAAGACGTTAG-1 TCCGGACTGAGGTG-1
#> "021" "04" "021" "01" "01"
#> TCCGGACTGTACGT-1 TCCTAAACATCGAC-1 TCCTAAACCGAGAG-1 TCCTAAACCGCATA-1 TCCTAATGGTTTGG-1
#> "01" "01" "01" "03" "03"
#> TCCTACCTGTCGTA-1 TCCTATGAAAAGCA-1 TCGAATCTCTGGTA-1 TCGACCTGCCGATA-1 TCGACGCTTCTATC-1
#> "01" "03" "03" "022" "021"
#> TCGACGCTTTGACG-1 TCGAGAACGACAGG-1 TCGAGAACGTTAGC-1 TCGAGCCTATCAGC-1 TCGAGCCTGCGAGA-1
#> "01" "01" "03" "04" "01"
#> TCGAGCCTTGTGAC-1 TCGATACTATTCCT-1 TCGATACTTGCACA-1 TCGATTTGATGCCA-1 TCGATTTGCACTCC-1
#> "01" "01" "01" "021" "01"
#> TCGATTTGCAGCTA-1 TCGATTTGCCTACC-1 TCGATTTGTCGTGA-1 TCGCAGCTAGATCC-1 TCGCCATGAGACTC-1
#> "03" "021" "04" "01" "01"
#> TCGCCATGTGGTCA-1 TCGGACCTAACAGA-1 TCGGACCTATAAGG-1 TCGGACCTGTACAC-1 TCGGTAGAGTAGGG-1
#> "04" "01" "04" "01" "01"
#> TCGGTAGATCCCAC-1 TCGTAGGATCGACA-1 TCGTTATGGACAAA-1 TCTAACACCAGTTG-1 TCTAACACGAGCAG-1
#> "04" "01" "01" "03" "022"
#> TCTAACTGAACCAC-1 TCTAAGCTAATGCC-1 TCTAAGCTTAGTCG-1 TCTAAGCTTCTAGG-1 TCTAAGCTTGTTCT-1
#> "01" "01" "03" "022" "021"
#> TCTAAGCTTTCGCC-1 TCTACAACGACTAC-1 TCTAGACTTAGAAG-1 TCTAGTTGCACCAA-1 TCTATGTGAAGAGT-1
#> "04" "022" "021" "022" "021"
#> TCTATGTGAGTCTG-1 TCTCAAACCTAAGC-1 TCTCTAGAATTTCC-1 TCTGATACACGTGT-1 TCTGATACTCGCCT-1
#> "01" "04" "01" "01" "01"
#> TCTTACGAACCTGA-1 TCTTCAGAGCTACA-1 TCTTGATGCGGAGA-1 TGAAATTGGTGAGG-1 TGAACCGAAAACGA-1
#> "021" "022" "01" "021" "01"
#> TGAACCGACTACTT-1 TGAACCGATTCGGA-1 TGAAGCACTCACGA-1 TGAAGCTGAACGAA-1 TGAAGCTGCATGGT-1
#> "022" "022" "01" "01" "04"
#> TGAAGCTGCGTAAC-1 TGAATAACCACTTT-1 TGAATAACTCCCAC-1 TGACACGACCTTAT-1 TGACCAGACAACCA-1
#> "01" "01" "03" "04" "01"
#> TGACCAGAGGATTC-1 TGACCGCTAAAAGC-1 TGACCGCTCTGCAA-1 TGACGATGCAAAGA-1 TGACGCCTGTACCA-1
#> "01" "01" "01" "021" "01"
#> TGACGCCTTTACTC-1 TGACTGGAAGAGAT-1 TGACTGGACCGTAA-1 TGACTGGACGCAAT-1 TGACTGGAGGACAG-1
#> "03" "021" "01" "01" "04"
#> TGACTGGATTCTCA-1 TGACTTACACACCA-1 TGACTTACAGTCTG-1 TGACTTTGCGCATA-1 TGACTTTGTTTGTC-1
#> "01" "01" "022" "01" "01"
#> TGAGACACAAGGTA-1 TGAGACACTCAAGC-1 TGAGCTGAATGCTG-1 TGAGCTGACTGGAT-1 TGAGCTGATGCTAG-1
#> "01" "01" "022" "021" "021"
#> TGAGGACTCTCATT-1 TGAGGACTTCATTC-1 TGAGGTACGAACCT-1 TGAGTCGAGTTACG-1 TGAGTGACTGAGCT-1
#> "021" "01" "022" "04" "01"
#> TGATAAACGAATCC-1 TGATAAACTCCGTC-1 TGATAAACTTTCAC-1 TGATACCTCACTAG-1 TGATACCTGTTGGT-1
#> "01" "03" "01" "021" "01"
#> TGATACCTTATGCG-1 TGATACCTTGAAGA-1 TGATATGAACCTTT-1 TGATCACTAGCATC-1 TGATCACTCTCGCT-1
#> "01" "01" "01" "03" "01"
#> TGATCACTTCTACT-1 TGATCGGACTGACA-1 TGATCGGAGGAGCA-1 TGATCGGATATGCG-1 TGATTAGACATTGG-1
#> "04" "022" "04" "022" "01"
#> TGATTAGATGACTG-1 TGATTAGATGCTAG-1 TGATTCACTATGCG-1 TGATTCACTGTCAG-1 TGATTCTGCCGAAT-1
#> "04" "01" "01" "04" "01"
#> TGATTCTGCTCTTA-1 TGCAAGTGAGAACA-1 TGCAAGTGGGTAGG-1 TGCAATCTTCAGGT-1 TGCACAGACGACAT-1
#> "01" "01" "021" "022" "03"
#> TGCCAAGAGCAGTT-1 TGCCAAGATCTCTA-1 TGCCACTGAACGTC-1 TGCCACTGCGATAC-1 TGCCAGCTTGGCAT-1
#> "021" "01" "01" "03" "01"
#> TGCCCAACAGCAAA-1 TGCCCAACCGCATA-1 TGCCGACTCTCCCA-1 TGCGAAACAGTCAC-1 TGCGAAACGTTGCA-1
#> "01" "022" "04" "04" "04"
#> TGCGATGAACGGTT-1 TGCGATGACCTCGT-1 TGCGATGACTAGTG-1 TGCGATGACTGCTC-1 TGCGATGACTTGCC-1
#> "01" "01" "04" "04" "04"
#> TGCGATGAGTGCTA-1 TGCGCACTCTTGAG-1 TGCGTAGAATAAGG-1 TGCGTAGACGGGAA-1 TGCGTAGATGGTCA-1
#> "021" "021" "021" "04" "022"
#> TGCTAGGAAACCGT-1 TGCTAGGATAGTCG-1 TGCTATACGGTTCA-1 TGCTATACTGCTGA-1 TGCTGAGAGAGCAG-1
#> "03" "01" "021" "03" "03"
#> TGCTGAGATTATCC-1 TGGAAAGACTCTCG-1 TGGAAAGAGCGATT-1 TGGAAAGAGGTCAT-1 TGGAAAGATATGGC-1
#> "01" "04" "01" "022" "01"
#> TGGAACACAAACAG-1 TGGAACACGCTAAC-1 TGGAAGCTCAGATC-1 TGGACCCTACACTG-1 TGGACCCTCATGGT-1
#> "03" "01" "01" "021" "01"
#> TGGACCCTGGTACT-1 TGGACTGAGTATGC-1 TGGAGACTATCAGC-1 TGGAGACTTCAAGC-1 TGGAGACTTGACCA-1
#> "022" "01" "021" "01" "03"
#> TGGAGGGACGGAGA-1 TGGAGGGAGCTATG-1 TGGATCGATAAAGG-1 TGGATGTGACCTAG-1 TGGATGTGTGAAGA-1
#> "021" "01" "01" "04" "04"
#> TGGATTCTCATACG-1 TGGCAATGCTTGTT-1 TGGCACCTTCACGA-1 TGGCACCTTCAGTG-1 TGGGTATGAAGAGT-1
#> "01" "04" "01" "022" "01"
#> TGGGTATGCACAAC-1 TGGGTATGGTACGT-1 TGGGTATGTTTGGG-1 TGGTAGACATGCCA-1 TGGTAGACCCTCAC-1
#> "01" "04" "021" "01" "03"
#> TGGTAGACCTGATG-1 TGGTAGTGCACTGA-1 TGGTATCTAAACAG-1 TGGTATCTCTTCCG-1 TGGTCAGACCCAAA-1
#> "01" "021" "01" "01" "01"
#> TGGTTACTGACGTT-1 TGGTTACTGTTCTT-1 TGTAACCTAGAGGC-1 TGTAACCTTGCCTC-1 TGTAATGACACAAC-1
#> "021" "01" "01" "022" "03"
#> TGTAATGAGGTAAA-1 TGTACTTGCTCTAT-1 TGTAGGTGCGAGAG-1 TGTAGGTGCTATGG-1 TGTAGGTGCTCTAT-1
#> "03" "022" "04" "01" "022"
#> TGTAGGTGTGCTGA-1 TGTAGTCTTCCAGA-1 TGTAGTCTTGCACA-1 TGTATCTGTTAGGC-1 TGTATGCTCATGGT-1
#> "01" "01" "03" "01" "04"
#> TGTATGCTGTAGGG-1 TGTATGCTTTCATC-1 TGTCAGGAATACCG-1 TGTCAGGAGATGAA-1 TGTCTAACCCCTTG-1
#> "01" "01" "01" "022" "01"
#> TGTGACGATTCTCA-1 TGTGAGACTGTCAG-1 TGTGAGACTTGAGC-1 TGTGAGTGACCACA-1 TGTGAGTGAGTGCT-1
#> "03" "022" "01" "01" "022"
#> TGTGAGTGGAGATA-1 TGTGATCTCTCTAT-1 TGTGATCTGACACT-1 TGTGGATGGCCAAT-1 TGTTAAGACAAAGA-1
#> "03" "04" "01" "04" "021"
#> TGTTAAGATAAGGA-1 TGTTACACCGCATA-1 TGTTACACGACTAC-1 TGTTACTGGCTACA-1 TGTTACTGTAGTCG-1
#> "021" "022" "021" "03" "03"
#> TTAACCACCGTAAC-1 TTAACCACTAAGGA-1 TTAACCACTCAGAC-1 TTACACACGTGTTG-1 TTACACACTCCTAT-1
#> "01" "03" "01" "01" "01"
#> TTACCATGAATCGC-1 TTACCATGGTTGAC-1 TTACCATGTGTCTT-1 TTACCATGTTGTGG-1 TTACGACTGAGAGC-1
#> "021" "01" "03" "04" "01"
#> TTACGACTTGACAC-1 TTACGTACGTTCAG-1 TTACTCGAAGAATG-1 TTACTCGACGCAAT-1 TTACTCGAGGGTGA-1
#> "021" "03" "021" "022" "01"
#> TTACTCGATCTACT-1 TTAGAATGTGGTGT-1 TTAGAATGTGTAGC-1 TTAGACCTCCTACC-1 TTAGACCTCCTTTA-1
#> "03" "01" "01" "01" "021"
#> TTAGCTACAACCGT-1 TTAGCTACTGTCCC-1 TTAGCTACTTTCGT-1 TTAGGGACGCGAAG-1 TTAGGGTGCTGGAT-1
#> "01" "022" "01" "01" "04"
#> TTAGGGTGTCCTGC-1 TTAGGTCTACTTTC-1 TTAGTCACCAGTTG-1 TTAGTCTGAAAGCA-1 TTAGTCTGCCAACA-1
#> "022" "021" "01" "04" "03"
#> TTAGTCTGTGCACA-1 TTATCCGACTAGTG-1 TTATCCGAGAAAGT-1 TTATGAGAGATAAG-1 TTATGCACGTCACA-1
#> "01" "04" "022" "01" "04"
#> TTATGGCTTATGGC-1 TTATTCCTATGCTG-1 TTATTCCTGGACAG-1 TTATTCCTGGTACT-1 TTATTCCTTCGTGA-1
#> "022" "022" "04" "04" "01"
#> TTCAAAGATAAAGG-1 TTCAACACAACAGA-1 TTCAACACCCCAAA-1 TTCAACACGGACGA-1 TTCAAGCTAAGAAC-1
#> "01" "01" "021" "022" "021"
#> TTCAAGCTAGATGA-1 TTCAAGCTGTTGAC-1 TTCAAGCTTGATGC-1 TTCAAGCTTTCGCC-1 TTCACAACCCGTTC-1
#> "01" "01" "01" "01" "022"
#> TTCACAACGTCTGA-1 TTCAGACTACCCAA-1 TTCAGACTCTCGAA-1 TTCAGTACCGACTA-1 TTCAGTACTCAAGC-1
#> "021" "01" "01" "01" "01"
#> TTCAGTACTCCTAT-1 TTCAGTTGCCAAGT-1 TTCAGTTGTCCTTA-1 TTCAGTTGTCTAGG-1 TTCAGTTGTCTCGC-1
#> "021" "01" "021" "01" "04"
#> TTCATCGAGGTGGA-1 TTCATGTGTGGTGT-1 TTCATTCTATGTCG-1 TTCATTCTTCTCTA-1 TTCCAAACCTATGG-1
#> "021" "01" "021" "01" "021"
#> TTCCAAACCTCCCA-1 TTCCAAACTCCCAC-1 TTCCAAACTTGACG-1 TTCCATGACGAGAG-1 TTCCATGACTGTCC-1
#> "04" "03" "03" "021" "01"
#> TTCCCACTTGAGGG-1 TTCCCACTTGTCTT-1 TTCCTAGAAAGTGA-1 TTCCTAGACTAGTG-1 TTCGAGGACTCTAT-1
#> "03" "021" "01" "022" "01"
#> TTCGAGGAGGGCAA-1 TTCGAGGATAGAAG-1 TTCGATTGAGCATC-1 TTCGGAGAATGCCA-1 TTCGGAGATGTGCA-1
#> "01" "022" "01" "021" "01"
#> TTCGTATGAAAAGC-1 TTCGTATGGATAGA-1 TTCGTATGGTCTGA-1 TTCGTATGTCCTTA-1 TTCTACGAACGTAC-1
#> "03" "03" "01" "022" "01"
#> TTCTACGAGTTGGT-1 TTCTAGTGACACGT-1 TTCTAGTGCATGAC-1 TTCTAGTGGAGAGC-1 TTCTAGTGGTCACA-1
#> "01" "01" "021" "03" "022"
#> TTCTCAGAAGAGAT-1 TTCTCAGAAGCATC-1 TTCTCAGATGGAGG-1 TTCTGATGGAGACG-1 TTCTTACTCTGGAT-1
#> "01" "04" "01" "03" "022"
#> TTGAACCTCCTTGC-1 TTGAATGAACTACG-1 TTGAATGACTTACT-1 TTGAATGATCTCAT-1 TTGACACTCTGTAG-1
#> "04" "022" "01" "04" "01"
#> TTGACACTGATAAG-1 TTGAGGACAGAACA-1 TTGAGGACTACGCA-1 TTGAGGTGGACGGA-1 TTGCATTGAGCTAC-1
#> "04" "021" "022" "01" "01"
#> TTGCATTGCTAAGC-1 TTGCATTGTGACTG-1 TTGCTAACACCAAC-1 TTGCTAACACGCTA-1 TTGCTAACCACTCC-1
#> "021" "01" "01" "022" "01"
#> TTGCTATGGTACGT-1 TTGCTATGGTAGGG-1 TTGGAGACCAATCG-1 TTGGAGACGCTATG-1 TTGGAGACTATGGC-1
#> "022" "022" "01" "021" "04"
#> TTGGGAACTGAACC-1 TTGGTACTACTGGT-1 TTGGTACTCTTAGG-1 TTGGTACTGAATCC-1 TTGGTACTGGATTC-1
#> "01" "022" "01" "04" "04"
#> TTGTACACGTTGTG-1 TTGTACACTTGCAG-1 TTGTAGCTAGCTCA-1 TTGTAGCTCTCTTA-1 TTGTCATGGACGGA-1
#> "04" "01" "01" "04" "03"
#> TTTAGAGATCCTCG-1 TTTAGCTGATACCG-1 TTTAGCTGGATACC-1 TTTAGCTGTACTCT-1 TTTAGGCTCCTTTA-1
#> "04" "01" "021" "021" "021"
#> TTTATCCTGTTGTG-1 TTTCACGAGGTTCA-1 TTTCAGTGGAAGGC-1 TTTCAGTGTCACGA-1 TTTCAGTGTCTATC-1
#> "022" "01" "01" "04" "021"
#> TTTCAGTGTGCAGT-1 TTTCCAGAGGTGAG-1 TTTCGAACACCTGA-1 TTTCGAACTCTCAT-1 TTTCTACTGAGGCA-1
#> "04" "01" "04" "021" "04"
#> TTTCTACTTCCTCG-1 TTTGCATGAGAGGC-1 TTTGCATGCCTCAC-1
#> "04" "04" "01"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 807))
#> AAACATACAACCAC-1 AAACATTGAGCTAC-1 AAACATTGATCAGC-1 AAACCGTGCTTCCG-1 AAACCGTGTATGCG-1
#> "01" "04" "01" "02" "03"
#> AAACGCACTGGTAC-1 AAACGCTGACCAGT-1 AAACGCTGGTTCTT-1 AAACGCTGTAGCCA-1 AAACGCTGTTTCTG-1
#> "01" "01" "01" "03" "02"
#> AAACTTGAAAAACG-1 AAACTTGATCCAGA-1 AAAGAGACGAGATA-1 AAAGAGACGCGAGA-1 AAAGAGACGGACTT-1
#> "04" "01" "01" "02" "01"
#> AAAGAGACGGCATT-1 AAAGCAGATATCGG-1 AAAGCCTGTATGCG-1 AAAGGCCTGTCTAG-1 AAAGTTTGATCACG-1
#> "01" "02" "01" "04" "04"
#> AAAGTTTGGGGTGA-1 AAAGTTTGTAGAGA-1 AAAGTTTGTAGCGT-1 AAATCAACAATGCC-1 AAATCAACACCAGT-1
#> "04" "01" "02" "04" "01"
#> AAATCAACCAGGAG-1 AAATCAACCCTATT-1 AAATCAACGGAAGC-1 AAATCAACTCGCAA-1 AAATCATGACCACA-1
#> "01" "02" "01" "01" "02"
#> AAATCCCTCCACAA-1 AAATCCCTGCTATG-1 AAATGTTGAACGAA-1 AAATGTTGCCACAA-1 AAATGTTGTGGCAT-1
#> "01" "04" "02" "03" "02"
#> AAATTCGAAGGTTC-1 AAATTCGAATCACG-1 AAATTCGAGCTGAT-1 AAATTCGAGGAGTG-1 AAATTCGATTCTCA-1
#> "01" "02" "02" "01" "03"
#> AAATTGACACGACT-1 AAATTGACTCGCTC-1 AACAAACTCATTTC-1 AACAAACTTTCGTT-1 AACAATACGACGAG-1
#> "01" "01" "01" "01" "01"
#> AACACGTGCAGAGG-1 AACACGTGGAAAGT-1 AACACGTGGAACCT-1 AACACGTGGCTACA-1 AACACGTGTACGAC-1
#> "01" "01" "02" "01" "02"
#> AACAGCACAAGAGT-1 AACATTGATGGGAG-1 AACCAGTGATACCG-1 AACCCAGATCGCTC-1 AACCGATGCTCCCA-1
#> "02" "02" "02" "01" "01"
#> AACCGATGGTCATG-1 AACCGATGTTCTAC-1 AACCGCCTAGCGTT-1 AACCGCCTCTACGA-1 AACCTACTGTGAGG-1
#> "04" "02" "01" "02" "02"
#> AACCTACTGTGTTG-1 AACCTTACGAGACG-1 AACCTTACGCGAGA-1 AACCTTACTAACGC-1 AACCTTTGGACGGA-1
#> "01" "01" "03" "02" "01"
#> AACCTTTGTACGCA-1 AACGCAACAAGTAG-1 AACGCATGACCCAA-1 AACGCATGCCTTCG-1 AACGCATGTACTTC-1
#> "02" "01" "01" "01" "01"
#> AACGCCCTCGGGAA-1 AACGCCCTCGTACA-1 AACGCCCTGGCATT-1 AACGTCGAGTATCG-1 AACGTGTGAAAGCA-1
#> "01" "03" "03" "03" "01"
#> AACGTGTGGCGGAA-1 AACGTGTGTCCAAG-1 AACGTGTGTGCTTT-1 AACTACCTTAGAGA-1 AACTCACTCAAGCT-1
#> "04" "01" "01" "01" "02"
#> AACTCACTTGGAGG-1 AACTCGGAAAGTGA-1 AACTCGGAAGGTCT-1 AACTCTTGCAGGAG-1 AACTGTCTCCCTTG-1
#> "02" "03" "02" "01" "02"
#> AACTTGCTACGCTA-1 AACTTGCTGGGACA-1 AAGAACGAGTGTTG-1 AAGAAGACGTAGGG-1 AAGACAGAAGTCTG-1
#> "04" "01" "01" "04" "04"
#> AAGACAGAGGATCT-1 AAGACAGATTACCT-1 AAGAGATGGGTAGG-1 AAGATGGAAAACAG-1 AAGATGGAGAACTC-1
#> "01" "02" "04" "04" "02"
#> AAGATGGAGATAAG-1 AAGATTACAACCTG-1 AAGATTACAGATCC-1 AAGATTACCCGTTC-1 AAGATTACCGCCTT-1
#> "02" "01" "02" "02" "02"
#> AAGATTACCTCAAG-1 AAGATTACTCCTCG-1 AAGCAAGAGCGAGA-1 AAGCAAGAGCTTAG-1 AAGCAAGAGGTGTT-1
#> "03" "02" "01" "03" "03"
#> AAGCACTGAGCAAA-1 AAGCACTGCATACG-1 AAGCACTGGTTCTT-1 AAGCCAACGTGTTG-1 AAGCCATGAACTGC-1
#> "04" "01" "04" "01" "02"
#> AAGCCATGACACGT-1 AAGCCATGCGTGAT-1 AAGCCATGTCTCGC-1 AAGCCTGACATGCA-1 AAGCCTGACCGAAT-1
#> "02" "01" "01" "01" "02"
#> AAGCGACTCCTCAC-1 AAGCGACTGTGTCA-1 AAGCGACTTACAGC-1 AAGCGACTTTGACG-1 AAGCGTACGTCTTT-1
#> "02" "01" "04" "02" "01"
#> AAGGCTTGCGAACT-1 AAGGTCACGGTTAC-1 AAGGTCACTGTTTC-1 AAGGTCACTTCCCG-1 AAGGTCTGACAGTC-1
#> "03" "02" "04" "01" "01"
#> AAGGTCTGCAGATC-1 AAGTAACTCTGAAC-1 AAGTAACTGAGATA-1 AAGTAGGATACAGC-1 AAGTATACCGAACT-1
#> "01" "02" "04" "03" "01"
#> AAGTCCGACTTGTT-1 AAGTCCGATAGAAG-1 AAGTCTCTAGTCGT-1 AAGTCTCTCGGAGA-1 AAGTGGCTTGGAGG-1
#> "01" "01" "01" "03" "04"
#> AAGTTCCTCATTCT-1 AAGTTCCTTCTTAC-1 AATAAGCTCGAATC-1 AATAAGCTCGTTGA-1 AATACCCTGGACGA-1
#> "02" "01" "01" "01" "04"
#> AATACCCTGGCATT-1 AATACTGAAAGGGC-1 AATACTGAATTGGC-1 AATAGGGAACCCTC-1 AATAGGGAGAATGA-1
#> "01" "03" "03" "04" "03"
#> AATCAAACTATCGG-1 AATCCGGAATGCTG-1 AATCCTACCGGTAT-1 AATCCTTGACGGGA-1 AATCCTTGGTGAGG-1
#> "01" "04" "01" "02" "03"
#> AATCGGTGGAACTC-1 AATCGGTGTGCTTT-1 AATCTAGAAAAGTG-1 AATCTAGAATCGGT-1 AATCTCACAGCCTA-1
#> "03" "01" "01" "01" "02"
#> AATCTCACTCTAGG-1 AATCTCTGAACAGA-1 AATCTCTGCTTTAC-1 AATGATACACCAAC-1 AATGATACGGTCAT-1
#> "01" "01" "03" "03" "02"
#> AATGCGTGACACCA-1 AATGCGTGGACGGA-1 AATGCGTGGCTATG-1 AATGGAGAATCGTG-1 AATGGAGATCCTTA-1
#> "04" "02" "04" "02" "01"
#> AATGGCTGACACCA-1 AATGGCTGCGTGAT-1 AATGGCTGTAAAGG-1 AATGGCTGTACTCT-1 AATGGCTGTGAAGA-1
#> "04" "01" "03" "03" "01"
#> AATGTAACGGTGGA-1 AATGTCCTCTTCTA-1 AATGTTGACAGTCA-1 AATGTTGAGTTGAC-1 AATGTTGATCTACT-1
#> "01" "01" "01" "02" "01"
#> AATTACGAATTCCT-1 AATTACGACTTCTA-1 AATTACGAGTGAGG-1 AATTACGATTGGCA-1 AATTCCTGCTCAGA-1
#> "02" "01" "01" "04" "04"
#> AATTGATGTCGCAA-1 AATTGTGACTTGGA-1 ACAAAGGAGGGTGA-1 ACAAATTGATTCTC-1 ACAAATTGCTCAGA-1
#> "02" "04" "01" "02" "02"
#> ACAAATTGTTGCGA-1 ACAACCGAGGGATG-1 ACAACCGAGTTACG-1 ACAAGAGAAGTCGT-1 ACAAGAGACTTATC-1
#> "03" "03" "01" "02" "01"
#> ACAAGAGAGTTGAC-1 ACAATCCTAACCGT-1 ACAATCCTTAGCGT-1 ACAATTGACTGACA-1 ACAATTGATGACTG-1
#> "04" "01" "04" "03" "03"
#> ACACAGACCATACG-1 ACACCAGAGGGCAA-1 ACACCCTGGTGTTG-1 ACACGAACAGTTCG-1 ACACGATGACGCAT-1
#> "03" "01" "03" "01" "03"
#> ACACGATGATGTGC-1 ACACGATGTCGTAG-1 ACACGATGTGGTCA-1 ACAGACACGGCATT-1 ACAGACACGTTGTG-1
#> "02" "01" "01" "03" "01"
#> ACAGCAACACCTAG-1 ACAGCAACCTCAAG-1 ACAGGTACCCCACT-1 ACAGGTACGCTGTA-1 ACAGGTACTGGTGT-1
#> "02" "02" "01" "01" "03"
#> ACAGTCGACCCAAA-1 ACAGTCGACCGATA-1 ACAGTGACTCACCC-1 ACAGTGACTCTATC-1 ACAGTGTGGTCACA-1
#> "01" "03" "01" "01" "01"
#> ACAGTGTGTTGCGA-1 ACATCACTCTACTT-1 ACATGGTGAAGCCT-1 ACATGGTGCAACCA-1 ACATGGTGCGAGTT-1
#> "02" "02" "01" "04" "01"
#> ACATTCTGGCATAC-1 ACATTCTGGGAACG-1 ACCAACGACATGCA-1 ACCACAGAAAGTAG-1 ACCACAGAGTTGGT-1
#> "01" "02" "01" "01" "01"
#> ACCACCTGTGTGCA-1 ACCACGCTACAGCT-1 ACCACGCTACCCAA-1 ACCACGCTGCGAGA-1 ACCACGCTGCTGTA-1
#> "01" "01" "03" "01" "01"
#> ACCAGCCTGACAGG-1 ACCAGTGAACGGTT-1 ACCAGTGAATACCG-1 ACCAGTGAGGGATG-1 ACCAGTGATGACTG-1
#> "01" "04" "02" "01" "02"
#> ACCATTACCTTCTA-1 ACCATTACGAGATA-1 ACCATTTGTCATTC-1 ACCCAAGAACTGTG-1 ACCCAAGAATTCCT-1
#> "01" "03" "01" "03" "02"
#> ACCCAAGAGGACAG-1 ACCCAAGATTCACT-1 ACCCACTGCGCCTT-1 ACCCACTGGACAGG-1 ACCCACTGGTTCAG-1
#> "01" "04" "02" "01" "03"
#> ACCCACTGTCGTAG-1 ACCCAGCTCAGAAA-1 ACCCAGCTGTTAGC-1 ACCCAGCTTGCTTT-1 ACCCGTTGATGACC-1
#> "02" "01" "02" "01" "04"
#> ACCCGTTGCTGCAA-1 ACCCGTTGCTTCTA-1 ACCCTCGACCTATT-1 ACCCTCGACGGTAT-1 ACCCTCGATAAGGA-1
#> "01" "01" "03" "04" "02"
#> ACCCTCGATCAAGC-1 ACCGTGCTACCAGT-1 ACCGTGCTGGAACG-1 ACCTATTGCTGAGT-1 ACCTATTGTGCCCT-1
#> "02" "01" "04" "04" "02"
#> ACCTCCGAGTCCTC-1 ACCTCCGATATGCG-1 ACCTCCGATGCTGA-1 ACCTCGTGAACCAC-1 ACCTGAGATATCGG-1
#> "01" "01" "01" "01" "02"
#> ACCTGGCTAAGTAG-1 ACCTTTGACTCCCA-1 ACCTTTGAGGAACG-1 ACCTTTGAGGAAGC-1 ACGAACACCTTGTT-1
#> "03" "02" "02" "02" "03"
#> ACGAACTGGCTATG-1 ACGAAGCTCTCCAC-1 ACGAAGCTCTGAGT-1 ACGACCCTATCTCT-1 ACGACCCTGATGAA-1
#> "02" "01" "04" "02" "01"
#> ACGACCCTTGACAC-1 ACGACCCTTGACCA-1 ACGAGGGACAGGAG-1 ACGAGGGACGAACT-1 ACGAGGGATGTAGC-1
#> "04" "01" "02" "01" "01"
#> ACGAGTACCCTAAG-1 ACGAGTACGAATCC-1 ACGATCGAGGACTT-1 ACGATCGAGTCACA-1 ACGATGACAATGCC-1
#> "04" "04" "03" "02" "01"
#> ACGATGACTGGTCA-1 ACGATTCTACGGGA-1 ACGCAATGGTTCAG-1 ACGCACCTGTTAGC-1 ACGCCACTGAACTC-1
#> "01" "03" "03" "04" "02"
#> ACGCCGGAAACCAC-1 ACGCCGGAAAGCCT-1 ACGCCGGAAATGCC-1 ACGCCTTGCTCCCA-1 ACGCGGTGGCGAGA-1
#> "02" "01" "01" "02" "01"
#> ACGCGGTGTGTGGT-1 ACGCGGTGTTTGCT-1 ACGCTCACAGTACC-1 ACGCTCACCCTTGC-1 ACGCTGCTGTTCTT-1
#> "04" "03" "01" "01" "03"
#> ACGGAACTCAGATC-1 ACGGAACTGTCGTA-1 ACGGAGGACTCTTA-1 ACGGATTGGGAGGT-1 ACGGATTGGTTAGC-1
#> "03" "02" "02" "04" "01"
#> ACGGCTCTGAGCAG-1 ACGGCTCTTGCACA-1 ACGGTAACCGCTAA-1 ACGGTAACCTTCGC-1 ACGGTAACGGTGGA-1
#> "01" "01" "03" "03" "01"
#> ACGGTAACTCGCAA-1 ACGGTATGAGTCGT-1 ACGGTATGGGTATC-1 ACGGTATGGTTGTG-1 ACGGTCCTAACGGG-1
#> "01" "02" "04" "04" "01"
#> ACGGTCCTCGGGAA-1 ACGTAGACAACCAC-1 ACGTAGACTACAGC-1 ACGTCAGAAACGAA-1 ACGTCAGAGAGCTT-1
#> "01" "01" "04" "01" "02"
#> ACGTCAGAGGGATG-1 ACGTCCTGATAAGG-1 ACGTCCTGTGAACC-1 ACGTCGCTCCTGAA-1 ACGTCGCTCTATTC-1
#> "01" "02" "02" "03" "02"
#> ACGTCGCTTCTCAT-1 ACGTGATGCCATGA-1 ACGTGATGGGTCTA-1 ACGTGATGTAACCG-1 ACGTGATGTGACAC-1
#> "04" "02" "01" "02" "03"
#> ACGTGCCTCCGTAA-1 ACGTGCCTTCTATC-1 ACGTTACTTTCCAT-1 ACGTTGGAAAAGCA-1 ACGTTGGAAACCTG-1
#> "01" "03" "01" "01" "03"
#> ACGTTGGACCGTAA-1 ACGTTGGAGCCAAT-1 ACGTTGGATATGGC-1 ACGTTGGATCAGGT-1 ACGTTTACATCAGC-1
#> "02" "03" "04" "02" "01"
#> ACTAAAACCCACAA-1 ACTAAAACTCGACA-1 ACTACGGAATTTCC-1 ACTACGGACCTATT-1 ACTACGGATCGCTC-1
#> "01" "02" "01" "01" "01"
#> ACTACTACTAAGGA-1 ACTAGGTGGAACCT-1 ACTAGGTGGAACTC-1 ACTATCACCTTGGA-1 ACTATCACTGCCAA-1
#> "01" "01" "01" "03" "01"
#> ACTCAGGACTGAAC-1 ACTCAGGATCTATC-1 ACTCAGGATTCGTT-1 ACTCCTCTCAACTG-1 ACTCGCACGAAAGT-1
#> "01" "04" "02" "01" "02"
#> ACTCGCACTACGAC-1 ACTCTCCTGACACT-1 ACTCTCCTGCATAC-1 ACTCTCCTGTTTGG-1 ACTGAGACAACCAC-1
#> "02" "01" "04" "01" "03"
#> ACTGAGACCCATAG-1 ACTGAGACGTTGGT-1 ACTGCCACACACGT-1 ACTGCCACTCCGTC-1 ACTGGCCTTCAGTG-1
#> "02" "04" "03" "03" "03"
#> ACTGTGGACGTGTA-1 ACTGTGGATCTAGG-1 ACTGTTACCCACAA-1 ACTGTTACTGCAGT-1 ACTTAAGAACCACA-1
#> "03" "04" "02" "01" "01"
#> ACTTAAGATTACTC-1 ACTTAGCTGCGTAT-1 ACTTAGCTGGGAGT-1 ACTTCAACAAGCAA-1 ACTTCAACGTAGGG-1
#> "02" "02" "01" "03" "03"
#> ACTTCCCTTTCCGC-1 ACTTCTGACATGCA-1 ACTTGACTCCACAA-1 ACTTGGGAGAAAGT-1 ACTTGGGAGGTTTG-1
#> "01" "04" "04" "02" "01"
#> ACTTGGGATGTGAC-1 ACTTGGGATTGACG-1 ACTTGTACCTGTCC-1 ACTTTGTGGAAAGT-1 ACTTTGTGGATAGA-1
#> "02" "02" "01" "01" "02"
#> AGAAACGAAAGTAG-1 AGAAAGTGCGCAAT-1 AGAAAGTGGGGATG-1 AGAACAGAAATGCC-1 AGAACAGACGACTA-1
#> "04" "01" "02" "03" "04"
#> AGAACAGAGACAAA-1 AGAACGCTTTGCTT-1 AGAAGATGTGACTG-1 AGAATGGAAGAAGT-1 AGAATTTGTAACCG-1
#> "01" "01" "01" "03" "01"
#> AGAATTTGTAGAGA-1 AGACACACTGTAGC-1 AGACACTGTCAAGC-1 AGACCTGAAGTAGA-1 AGACCTGACCAACA-1
#> "01" "01" "02" "02" "01"
#> AGACCTGAGGAAGC-1 AGACGTACAGAGGC-1 AGACGTACCCCTAC-1 AGACGTACCTCTTA-1 AGACGTACTCGTGA-1
#> "01" "01" "04" "02" "02"
#> AGACTGACCATCAG-1 AGACTGACCCTTTA-1 AGACTTCTCATGCA-1 AGAGATGACAGTCA-1 AGAGATGACTGAAC-1
#> "01" "01" "04" "04" "01"
#> AGAGATGAGGTTTG-1 AGAGATGATCTCGC-1 AGAGATGATTGTGG-1 AGAGCGGAGGCAAG-1 AGAGTCTGGTCGTA-1
#> "02" "04" "01" "02" "02"
#> AGAGTGCTCAGCTA-1 AGAGTGCTCGAATC-1 AGAGTGCTGTCATG-1 AGAGTGCTGTCCTC-1 AGAGTGCTGTGTTG-1
#> "01" "01" "01" "01" "04"
#> AGATATACCCGTAA-1 AGATATACGATGAA-1 AGATATACTGTTCT-1 AGATATTGCCTACC-1 AGATATTGGCCAAT-1
#> "03" "01" "04" "01" "02"
#> AGATCGTGTCTGGA-1 AGATCGTGTTTGTC-1 AGATCTCTATCACG-1 AGATTAACGTTCTT-1 AGATTCCTATCGTG-1
#> "02" "04" "04" "02" "01"
#> AGATTCCTCACTTT-1 AGATTCCTGACGAG-1 AGATTCCTGTTCAG-1 AGCAAAGATATGCG-1 AGCACAACAGTCTG-1
#> "02" "02" "03" "01" "01"
#> AGCACTGAGGGAGT-1 AGCACTGATATGCG-1 AGCACTGATGCTTT-1 AGCACTGATTGCGA-1 AGCATCGAAGATCC-1
#> "01" "01" "02" "01" "01"
#> AGCATCGAAGGGTG-1 AGCATCGAGCTTCC-1 AGCATCGAGTGAGG-1 AGCATCGATAACCG-1 AGCATGACGATGAA-1
#> "04" "02" "01" "02" "03"
#> AGCCAATGGGGAGT-1 AGCCAATGTATCTC-1 AGCCACCTGGATCT-1 AGCCGGTGCCAATG-1 AGCCGGTGTGTTTC-1
#> "02" "01" "03" "01" "01"
#> AGCCGTCTCAATCG-1 AGCCGTCTGAGAGC-1 AGCCTCACGTTCGA-1 AGCCTCACTGTCAG-1 AGCCTCTGCAGTTG-1
#> "01" "01" "01" "02" "04"
#> AGCCTCTGCCAATG-1 AGCGAACTGGATCT-1 AGCGAACTTACTGG-1 AGCGATACGGAGCA-1 AGCGATTGAGATCC-1
#> "03" "01" "01" "01" "03"
#> AGCGCCGAATCTCT-1 AGCGCCGACAGAGG-1 AGCGCTCTACCTTT-1 AGCGGCACCGGGAA-1 AGCGGCTGATGTGC-1
#> "01" "01" "01" "01" "01"
#> AGCGGGCTTGCCAA-1 AGCGTAACATGCTG-1 AGCGTAACTGAGAA-1 AGCTCGCTACTGGT-1 AGCTCGCTCTGCTC-1
#> "01" "01" "02" "01" "01"
#> AGCTGAACCATACG-1 AGCTGAACCTCTCG-1 AGCTGCCTTGGGAG-1 AGCTGCCTTTCATC-1 AGCTGCCTTTCTGT-1
#> "02" "01" "02" "01" "01"
#> AGCTGTGATCCAAG-1 AGCTTTACAAGTAG-1 AGCTTTACACCAAC-1 AGCTTTACTCTCAT-1 AGGAAATGAGGAGC-1
#> "01" "01" "01" "04" "01"
#> AGGAACCTCTTAGG-1 AGGAACCTTGCCTC-1 AGGAATGATAACGC-1 AGGAATGATTTGTC-1 AGGAGTCTGGTTTG-1
#> "02" "03" "01" "01" "01"
#> AGGAGTCTTGTCAG-1 AGGATAGACATTTC-1 AGGATAGAGGATTC-1 AGGATGCTACTAGC-1 AGGATGCTTTAGGC-1
#> "01" "01" "03" "04" "03"
#> AGGCAACTGAAGGC-1 AGGCAGGAGTACCA-1 AGGCCTCTAGTCGT-1 AGGCCTCTCGGAGA-1 AGGCCTCTCGTAAC-1
#> "01" "01" "01" "01" "01"
#> AGGGACGACGTTGA-1 AGGGACGAGTCAAC-1 AGGGACGAGTTGTG-1 AGGGACGATAGAGA-1 AGGGACGATGCATG-1
#> "01" "03" "01" "01" "03"
#> AGGGAGTGAGCCTA-1 AGGGCCACCATACG-1 AGGGCGCTAACCAC-1 AGGGCGCTATGGTC-1 AGGGTGGACAGTCA-1
#> "01" "01" "02" "03" "04"
#> AGGGTGGACTCAAG-1 AGGGTGGAGTTGCA-1 AGGGTTTGTTCATC-1 AGGTCATGAGTGTC-1 AGGTCATGCTTATC-1
#> "02" "03" "02" "04" "01"
#> AGGTCTGATTCTCA-1 AGGTGGGAAGAATG-1 AGGTGGGAAGTTCG-1 AGGTGTTGGTTACG-1 AGGTTCGAACCTCC-1
#> "02" "01" "01" "04" "02"
#> AGGTTCGAACGTAC-1 AGGTTCGAGGGTGA-1 AGTAAGGAGTTTGG-1 AGTAAGGATTCTTG-1 AGTAATACATCACG-1
#> "02" "01" "01" "01" "03"
#> AGTAATACCGAACT-1 AGTAATTGTCCCAC-1 AGTACGTGAGGGTG-1 AGTACGTGCTGCAA-1 AGTACGTGCTTGGA-1
#> "04" "01" "01" "01" "01"
#> AGTACTCTACGTGT-1 AGTACTCTCAACCA-1 AGTACTCTCGGTAT-1 AGTAGGCTTGCCTC-1 AGTATAACTTGTCT-1
#> "04" "03" "01" "02" "02"
#> AGTATCCTAGAACA-1 AGTCACGATGAGCT-1 AGTCAGACGAATAG-1 AGTCAGACGCTTAG-1 AGTCAGACTAGAGA-1
#> "01" "03" "01" "01" "03"
#> AGTCAGACTGCACA-1 AGTCCAGATATCTC-1 AGTCCAGATTTCAC-1 AGTCGAACCAACCA-1 AGTCGCCTCCGTAA-1
#> "01" "01" "01" "01" "01"
#> AGTCTACTAGGGTG-1 AGTCTACTTGCATG-1 AGTCTTACACCACA-1 AGTCTTACTTCGCC-1 AGTCTTACTTCGGA-1
#> "02" "02" "01" "01" "03"
#> AGTGACTGCAACTG-1 AGTGTTCTAACCTG-1 AGTGTTCTATAAGG-1 AGTGTTCTCACTTT-1 AGTTAAACCACTTT-1
#> "02" "01" "01" "02" "01"
#> AGTTATGAACAGTC-1 AGTTATGACTGAGT-1 AGTTATGAGTTCAG-1 AGTTCTACCAGCTA-1 AGTTCTTGAAGCCT-1
#> "02" "01" "01" "02" "03"
#> AGTTGTCTACTACG-1 AGTTTAGATGGTCA-1 AGTTTCACGGTCTA-1 AGTTTGCTACAGTC-1 AGTTTGCTACTGGT-1
#> "01" "01" "03" "01" "03"
#> AGTTTGCTCCAAGT-1 ATAAACACAGTGCT-1 ATAAACACCACCAA-1 ATAACAACATGCTG-1 ATAACAACGTCTAG-1
#> "01" "04" "01" "02" "01"
#> ATAACAACTTTGTC-1 ATAACATGTACTCT-1 ATAACCCTGTTGGT-1 ATAACCCTTGGTAC-1 ATAAGTACGAATGA-1
#> "01" "01" "01" "01" "04"
#> ATAAGTTGGTACGT-1 ATAAGTTGTCTAGG-1 ATAATCGAGCTGAT-1 ATAATCGATGGTTG-1 ATAATGACCTACTT-1
#> "02" "01" "04" "01" "01"
#> ATAATGACTCGTGA-1 ATACAATGTTAGGC-1 ATACCACTCGTACA-1 ATACCACTCTAAGC-1 ATACCACTGCCAAT-1
#> "02" "01" "02" "02" "03"
#> ATACCGGAATGCTG-1 ATACCGGACATTTC-1 ATACCGGACTTCGC-1 ATACCGGAGGTGTT-1 ATACCGGATCTCGC-1
#> "02" "02" "01" "02" "01"
#> ATACCTACGCATCA-1 ATACCTTGGGGCAA-1 ATACGGACAGACTC-1 ATACGGACCTACTT-1 ATACGGACGAGGTG-1
#> "01" "01" "02" "02" "04"
#> ATACGGACTATGCG-1 ATACGGACTCTGGA-1 ATACGTCTTAACGC-1 ATACTCTGCTTCGC-1 ATACTCTGGTATGC-1
#> "04" "02" "02" "02" "03"
#> ATAGATACCATGGT-1 ATAGATACGACGAG-1 ATAGATTGGTGTAC-1 ATAGCCGAACGGAG-1 ATAGCGTGCAGATC-1
#> "01" "01" "04" "01" "01"
#> ATAGCGTGCCCTTG-1 ATAGCGTGGTATCG-1 ATAGCGTGTCTCTA-1 ATAGCTCTCTGATG-1 ATAGCTCTGAGGTG-1
#> "02" "02" "01" "01" "01"
#> ATAGGAGAAACAGA-1 ATAGGCTGTCAGAC-1 ATAGTCCTAGTGTC-1 ATAGTCCTTGCATG-1 ATAGTCCTTGTCGA-1
#> "02" "01" "02" "01" "01"
#> ATAGTTGACAACTG-1 ATAGTTGACCCTCA-1 ATAGTTGAGACGTT-1 ATAGTTGATAAGCC-1 ATATACGAAGCCAT-1
#> "01" "02" "01" "01" "01"
#> ATATACGAATTGGC-1 ATATAGTGGAATGA-1 ATATGCCTAGATCC-1 ATATGCCTGGACAG-1 ATATGCCTTCTCTA-1
#> "01" "02" "02" "01" "01"
#> ATATGCCTTGGTAC-1 ATCAAATGAGCCTA-1 ATCAAATGGGTAAA-1 ATCAACCTAAACGA-1 ATCAACCTGAGGAC-1
#> "01" "02" "02" "01" "01"
#> ATCAACCTTCTCTA-1 ATCAACCTTTGTCT-1 ATCACACTTTGTCT-1 ATCACGGATTTCGT-1 ATCATCTGACACCA-1
#> "03" "01" "01" "04" "03"
#> ATCATGCTAGAGTA-1 ATCATGCTGAACCT-1 ATCCAGGACGCTAA-1 ATCCAGGATGGAAA-1 ATCCATACTCCTTA-1
#> "03" "04" "02" "01" "02"
#> ATCCATACTTCATC-1 ATCCCGTGCAGTCA-1 ATCCCGTGCATGCA-1 ATCCCGTGGCTGAT-1 ATCCGCACGCATCA-1
#> "02" "03" "04" "04" "04"
#> ATCCTAACGACGGA-1 ATCCTAACGCTACA-1 ATCGACGAAACTGC-1 ATCGACGAATGACC-1 ATCGAGTGGACGTT-1
#> "04" "03" "02" "01" "03"
#> ATCGCAGAATCTCT-1 ATCGCAGAGTGTCA-1 ATCGCCACTGAGGG-1 ATCGCCTGGGTCAT-1 ATCGCCTGTGGCAT-1
#> "02" "04" "03" "01" "04"
#> ATCGCGCTCAGAGG-1 ATCGCGCTGGGATG-1 ATCGCGCTTTTCGT-1 ATCGGAACCAGTCA-1 ATCGGTGAGTCAAC-1
#> "02" "01" "04" "01" "01"
#> ATCGGTGATTGCAG-1 ATCGTTTGCCTACC-1 ATCGTTTGGGTACT-1 ATCGTTTGTGCCAA-1 ATCTACACCCGCTT-1
#> "01" "02" "02" "02" "02"
#> ATCTACACCGGGAA-1 ATCTCAACAGGAGC-1 ATCTCAACCTCGAA-1 ATCTCAACCTTGTT-1 ATCTGGGAAACCAC-1
#> "01" "04" "01" "02" "02"
#> ATCTGGGAAGTGTC-1 ATCTGGGATTCCGC-1 ATCTGTTGAACGGG-1 ATCTGTTGACCTCC-1 ATCTGTTGCCTTCG-1
#> "02" "01" "01" "01" "02"
#> ATCTGTTGGTTGCA-1 ATCTTGACACCAAC-1 ATCTTGACCTCCCA-1 ATCTTTCTGCATCA-1 ATCTTTCTGTTTCT-1
#> "01" "01" "02" "01" "01"
#> ATCTTTCTTGTCCC-1 ATGAAACTCTGTGA-1 ATGAAACTGAGGCA-1 ATGAAGGAACAGCT-1 ATGAAGGACCTGTC-1
#> "03" "01" "01" "03" "04"
#> ATGAAGGACCTTAT-1 ATGAAGGACTAGTG-1 ATGAAGGACTTGCC-1 ATGACGTGACGACT-1 ATGACGTGATCGGT-1
#> "04" "04" "03" "04" "02"
#> ATGAGAGAAAGTGA-1 ATGAGAGAACGCAT-1 ATGAGAGAAGTAGA-1 ATGAGCACACAGCT-1 ATGAGCACATCTTC-1
#> "01" "01" "04" "01" "01"
#> ATGATAACTTCACT-1 ATGATATGAAACAG-1 ATGATATGACTGGT-1 ATGATATGAGCACT-1 ATGATATGGTCATG-1
#> "03" "01" "01" "01" "01"
#> ATGATATGGTGCTA-1 ATGATATGTTGTCT-1 ATGCACGAATGTCG-1 ATGCACGACTGTAG-1 ATGCACGAGAACCT-1
#> "03" "02" "04" "01" "04"
#> ATGCACGAGTTCGA-1 ATGCACGATTGGTG-1 ATGCAGTGTTACCT-1 ATGCAGTGTTCTAC-1 ATGCCAGAACGACT-1
#> "01" "02" "04" "01" "01"
#> ATGCCAGACAGTCA-1 ATGCCGCTTGAACC-1 ATGCGATGCTATGG-1 ATGCGATGCTGAGT-1 ATGCGATGGTTACG-1
#> "02" "02" "02" "01" "04"
#> ATGCGCCTTCATTC-1 ATGCTTTGCGAATC-1 ATGCTTTGGGCGAA-1 ATGCTTTGTAGTCG-1 ATGGACACATCGGT-1
#> "01" "01" "01" "04" "01"
#> ATGGACACGCATCA-1 ATGGGTACAACCTG-1 ATGGGTACATCGGT-1 ATGGGTACTATTCC-1 ATGGGTACTGGGAG-1
#> "03" "04" "03" "01" "01"
#> ATGTAAACACCTCC-1 ATGTAAACCCGCTT-1 ATGTAAACGGGATG-1 ATGTAAACTCTCCG-1 ATGTAAACTTCACT-1
#> "01" "01" "02" "01" "02"
#> ATGTACCTCAGTCA-1 ATGTACCTTAGTCG-1 ATGTACCTTTATCC-1 ATGTACCTTTCACT-1 ATGTCACTAATGCC-1
#> "01" "01" "02" "03" "02"
#> ATGTCACTCTGCTC-1 ATGTCGGAGGTGAG-1 ATGTTCACAGTCTG-1 ATGTTCACCGTAGT-1 ATGTTGCTTTCAGG-1
#> "01" "01" "02" "01" "01"
#> ATTAACGATGAGAA-1 ATTAACGATGCAAC-1 ATTAAGACTGCAGT-1 ATTACCTGCCTTAT-1 ATTACCTGGAGGAC-1
#> "03" "03" "01" "02" "02"
#> ATTAGATGTTTCAC-1 ATTATGGAATCTCT-1 ATTCAAGAACGGGA-1 ATTCAAGACCTTTA-1 ATTCAGCTCATTGG-1
#> "01" "01" "01" "01" "03"
#> ATTCCAACCATTGG-1 ATTCCAACTTAGGC-1 ATTCGACTCACTAG-1 ATTCGACTGAATAG-1 ATTCGACTTTTGTC-1
#> "02" "03" "03" "02" "02"
#> ATTCGGGAAAGGCG-1 ATTCGGGATTAGGC-1 ATTCTTCTGATACC-1 ATTGAATGGACGGA-1 ATTGATGAAGGTTC-1
#> "02" "01" "01" "01" "01"
#> ATTGATGACTGAGT-1 ATTGATGAGCGAAG-1 ATTGATGATCTATC-1 ATTGCACTGACGGA-1 ATTGCACTGAGAGC-1
#> "01" "01" "01" "01" "02"
#> ATTGCACTGGAGCA-1 ATTGCACTTAGCCA-1 ATTGCACTTGCTTT-1 ATTGCTTGTTACTC-1 ATTGGTCTGACTAC-1
#> "02" "01" "02" "04" "04"
#> ATTGGTCTTGTCTT-1 ATTGTAGATTCCCG-1 ATTGTAGATTGCAG-1 ATTGTCTGCGTACA-1 ATTTAGGAACCATG-1
#> "04" "02" "01" "01" "02"
#> ATTTAGGACAGAGG-1 ATTTCCGAGATGAA-1 ATTTCCGAGTGCTA-1 ATTTCGTGTATGGC-1 ATTTCTCTACTTTC-1
#> "01" "01" "01" "03" "02"
#> ATTTCTCTAGCAAA-1 ATTTCTCTCACTTT-1 ATTTCTCTTCCCAC-1 ATTTGCACAAGATG-1 CAAAGCACAGCTCA-1
#> "01" "02" "01" "02" "01"
#> CAAAGCACCGTAAC-1 CAAAGCACGGTAAA-1 CAAAGCTGAAAGTG-1 CAAAGCTGTTGCTT-1 CAAATATGTGACAC-1
#> "04" "03" "01" "02" "01"
#> CAAATTGAGGGCAA-1 CAAATTGATGGAGG-1 CAACCAGAAAAGTG-1 CAACCAGAAGTGCT-1 CAACCAGAGTTCAG-1
#> "01" "02" "01" "01" "02"
#> CAACCAGATAGAAG-1 CAACCGCTGTTCAG-1 CAACCGCTTTGAGC-1 CAACGATGCGCAAT-1 CAACGTGACTCCAC-1
#> "02" "01" "01" "02" "02"
#> CAACGTGAGCCATA-1 CAACGTGATCAAGC-1 CAAGAAGACCACAA-1 CAAGAAGACGTCTC-1 CAAGAAGATTCTAC-1
#> "03" "02" "03" "02" "01"
#> CAAGACTGACCTGA-1 CAAGACTGAGTAGA-1 CAAGCTGACCATAG-1 CAAGCTGATCTATC-1 CAAGGACTGTTCAG-1
#> "04" "04" "02" "03" "01"
#> CAAGGACTTCTTTG-1 CAAGGTTGCTCCAC-1 CAAGGTTGTCATTC-1 CAAGGTTGTCTGGA-1 CAAGTCGAAACAGA-1
#> "03" "01" "04" "03" "04"
#> CAAGTCGATAGCGT-1 CAATAAACGCCATA-1 CAATAATGAACTGC-1 CAATATGACATGGT-1 CAATATGACCTTCG-1
#> "02" "02" "02" "01" "03"
#> CAATATGACGTTAG-1 CAATATGAGGAGCA-1 CAATCGGAGAAACA-1 CAATCTACTGACTG-1 CAATTCACCCAACA-1
#> "01" "01" "01" "03" "03"
#> CAATTCACGATAGA-1 CAATTCACTTGTGG-1 CAATTCTGCTTGTT-1 CAATTCTGGCGTAT-1 CACAACGATACGAC-1
#> "01" "01" "02" "02" "01"
#> CACAATCTTGTTCT-1 CACAATCTTTCCAT-1 CACACCTGCTTGAG-1 CACACCTGTATGGC-1 CACAGAACCCTTGC-1
#> "01" "01" "01" "01" "04"
#> CACAGAACCTGATG-1 CACAGATGGGATTC-1 CACAGATGGTTTCT-1 CACAGCCTGATACC-1 CACAGCCTTGCCAA-1
#> "01" "01" "02" "01" "02"
#> CACAGCCTTGTAGC-1 CACAGTGATGAAGA-1 CACATACTACAGCT-1 CACATGGAACACGT-1 CACATGGAAGTCGT-1
#> "01" "02" "03" "01" "01"
#> CACCACTGCCAACA-1 CACCACTGGCGAAG-1 CACCCATGTTCTGT-1 CACCGGGAATCGAC-1 CACCGGGACGAGAG-1
#> "01" "03" "03" "01" "03"
#> CACCGGGACGTGTA-1 CACCGGGACTTCTA-1 CACCGGGACTTGCC-1 CACCGGGATTCGGA-1 CACCGTACTAAGGA-1
#> "01" "03" "03" "03" "04"
#> CACCGTACTAGCGT-1 CACCTGACACCCAA-1 CACCTGACCAGAAA-1 CACCTGACCTCAAG-1 CACCTGACGAAAGT-1
#> "01" "03" "01" "03" "04"
#> CACCTGACTCGTAG-1 CACGAAACTTCCGC-1 CACGACCTCGATAC-1 CACGCTACAGAAGT-1 CACGCTACTGTTCT-1
#> "01" "04" "04" "01" "04"
#> CACGGGACAGAGTA-1 CACGGGACATAAGG-1 CACGGGACGTAGGG-1 CACGGGTGCTTCGC-1 CACGGGTGGAGGAC-1
#> "01" "01" "01" "03" "03"
#> CACGGGTGTGTTTC-1 CACTAACTCCTAAG-1 CACTAACTGAAAGT-1 CACTAGGATGATGC-1 CACTATACCCCGTT-1
#> "01" "04" "01" "04" "04"
#> CACTATACGTTTGG-1 CACTGAGACAGTCA-1 CACTGCACTTCATC-1 CACTGCTGAGACTC-1 CACTGCTGGAAAGT-1
#> "03" "02" "01" "02" "01"
#> CACTTAACCGAATC-1 CACTTAACCGTACA-1 CACTTTGACTCTAT-1 CACTTTGAGCTGTA-1 CAGAAGCTCTCAAG-1
#> "01" "04" "03" "01" "01"
#> CAGACATGAACGGG-1 CAGACATGTCGACA-1 CAGACCCTAAGGTA-1 CAGACCCTAATGCC-1 CAGACCCTAGGAGC-1
#> "01" "01" "02" "01" "01"
#> CAGACTGAGTATGC-1 CAGATCGAATGTCG-1 CAGATCGACCTGAA-1 CAGATCGATATGGC-1 CAGATGACATTCTC-1
#> "01" "04" "01" "01" "03"
#> CAGCAATGCCTTCG-1 CAGCAATGGAGGGT-1 CAGCAATGGTGCTA-1 CAGCAATGTCTACT-1 CAGCAATGTGACCA-1
#> "01" "03" "01" "02" "01"
#> CAGCAATGTGAGGG-1 CAGCACCTAAGCCT-1 CAGCACCTAGGCGA-1 CAGCACCTGTAGGG-1 CAGCATGACAACCA-1
#> "02" "01" "01" "02" "02"
#> CAGCATGAGACGTT-1 CAGCCTACCCAACA-1 CAGCCTTGCTACCC-1 CAGCCTTGGGGACA-1 CAGCGGACACCCTC-1
#> "01" "01" "02" "01" "01"
#> CAGCGGACCTTTAC-1 CAGCGTCTAAAGCA-1 CAGCGTCTTATCGG-1 CAGCTAGATGTGAC-1 CAGCTCTGAGGCGA-1
#> "03" "01" "01" "02" "01"
#> CAGCTCTGCAAGCT-1 CAGCTCTGTCGTAG-1 CAGCTCTGTGTGGT-1 CAGGAACTAACTGC-1 CAGGAACTCTCAGA-1
#> "03" "02" "03" "01" "02"
#> CAGGCCGAACACCA-1 CAGGCCGAACACGT-1 CAGGCCGAACGACT-1 CAGGCCGAATCTCT-1 CAGGCCGACTAGCA-1
#> "01" "01" "01" "02" "04"
#> CAGGGCACCATACG-1 CAGGGCACCCAACA-1 CAGGGCACTCCCGT-1 CAGGTAACAGACTC-1 CAGGTATGAGTCGT-1
#> "04" "01" "01" "02" "01"
#> CAGGTATGTGCTTT-1 CAGGTTGAGGATCT-1 CAGTGATGGACGGA-1 CAGTGATGGCTAAC-1 CAGTGATGGGACAG-1
#> "01" "04" "04" "03" "01"
#> CAGTGATGTAAGGA-1 CAGTGATGTACGCA-1 CAGTGTGATGTCAG-1 CAGTTACTAAGGTA-1 CAGTTACTGATAGA-1
#> "04" "04" "01" "04" "01"
#> CAGTTGGAAAGAGT-1 CAGTTGGACATACG-1 CAGTTTACACACGT-1 CAGTTTACCCCAAA-1 CATAAAACGGAGCA-1
#> "02" "01" "03" "01" "02"
#> CATAAATGAACTGC-1 CATAACCTTCTCCG-1 CATACTACCTCGAA-1 CATACTACCTGAAC-1 CATACTACGTACCA-1
#> "01" "01" "01" "01" "02"
#> CATACTTGGGTTAC-1 CATAGTCTAATCGC-1 CATAGTCTCACTTT-1 CATATAGACTAAGC-1 CATATAGATCAGGT-1
#> "02" "01" "01" "02" "04"
#> CATCAACTAGAAGT-1 CATCAACTCCCTCA-1 CATCAGGACTTCCG-1 CATCAGGATAGCCA-1 CATCAGGATCCTAT-1
#> "01" "01" "03" "03" "02"
#> CATCAGGATGCACA-1 CATCAGGATTTCGT-1 CATCATACCGCATA-1 CATCATACGGAGCA-1 CATCATACTCAAGC-1
#> "02" "02" "02" "04" "01"
#> CATCGCTGGGATCT-1 CATCGCTGTGGCAT-1 CATCGGCTATGCTG-1 CATCGGCTTTGGCA-1 CATCTCCTATGTGC-1
#> "01" "04" "01" "01" "04"
#> CATCTCCTCGAACT-1 CATGAGACACGGGA-1 CATGAGACGTTGAC-1 CATGAGACTCGCCT-1 CATGCCACGGGTGA-1
#> "02" "04" "03" "01" "01"
#> CATGCCACTGCCAA-1 CATGCGCTAGTCAC-1 CATGCGCTCAGATC-1 CATGCGCTTTGCAG-1 CATGGCCTAGGGTG-1
#> "01" "02" "02" "02" "02"
#> CATGGCCTGTGCAT-1 CATGTACTATCGTG-1 CATGTTACAGTCGT-1 CATGTTACCTGAGT-1 CATGTTTGGGGATG-1
#> "01" "03" "03" "01" "02"
#> CATTACACACGGAG-1 CATTACACCAACTG-1 CATTACACGGAGTG-1 CATTACACTACTCT-1 CATTAGCTCCACAA-1
#> "04" "03" "01" "01" "02"
#> CATTGACTAGCGGA-1 CATTGGGACTCGAA-1 CATTGTACAGCGTT-1 CATTGTACTCGATG-1 CATTGTACTTATCC-1
#> "02" "01" "01" "04" "01"
#> CATTGTACTTTGCT-1 CATTGTTGCTAGTG-1 CATTTCGACTCTAT-1 CATTTCGAGATACC-1 CATTTGACCACACA-1
#> "02" "01" "03" "03" "03"
#> CATTTGACCCTGAA-1 CATTTGTGACGACT-1 CATTTGTGCATTGG-1 CATTTGTGCGGAGA-1 CATTTGTGGGATCT-1
#> "03" "04" "01" "01" "04"
#> CCAAAGTGCTACGA-1 CCAAAGTGTGAGAA-1 CCAACCTGAAGTAG-1 CCAACCTGACGTAC-1 CCAACCTGTTCGCC-1
#> "02" "02" "03" "02" "02"
#> CCAAGAACCCAATG-1 CCAAGAACGTAGCT-1 CCAAGAACGTGTCA-1 CCAAGAACTACTGG-1 CCAAGAACTCCTAT-1
#> "01" "01" "01" "03" "04"
#> CCAAGATGTCATTC-1 CCAAGATGTTTCAC-1 CCAAGTGAGGAACG-1 CCAAGTGATCAAGC-1 CCAATTTGAACGTC-1
#> "01" "01" "01" "01" "02"
#> CCACCATGAACGTC-1 CCACCATGATCGGT-1 CCACCATGGACGAG-1 CCACCATGGGGAGT-1 CCACCATGTCCTGC-1
#> "01" "01" "02" "01" "03"
#> CCACTGACCCGCTT-1 CCACTGTGGGAAGC-1 CCACTGTGTGTAGC-1 CCACTTCTCGGGAA-1 CCAGAAACCCTGTC-1
#> "02" "02" "01" "02" "04"
#> CCAGAAACGAACTC-1 CCAGAAACGGTCTA-1 CCAGACCTCTGAGT-1 CCAGACCTTGTGGT-1 CCAGCACTGCGATT-1
#> "01" "01" "04" "01" "02"
#> CCAGCGGAAAGGCG-1 CCAGCGGACGACTA-1 CCAGCGGATGGGAG-1 CCAGCTACACAGTC-1 CCAGCTACCAGCTA-1
#> "02" "02" "01" "01" "04"
#> CCAGGTCTACACCA-1 CCAGGTCTAGCATC-1 CCAGGTCTATGGTC-1 CCAGTCACACTGGT-1 CCAGTCACACTGTG-1
#> "04" "02" "01" "02" "04"
#> CCAGTCACGTTGTG-1 CCAGTGCTAACCAC-1 CCAGTGCTCGTAGT-1 CCATCCGAAAGCAA-1 CCATCCGAACGACT-1
#> "01" "01" "01" "01" "01"
#> CCATCCGAAGGTTC-1 CCATCCGATTCGCC-1 CCATCGTGAACGGG-1 CCATCGTGCTAGAC-1 CCCAACACCTCGCT-1
#> "04" "02" "01" "02" "04"
#> CCCAACACGCATCA-1 CCCAACACTTTGTC-1 CCCAACTGCAATCG-1 CCCAGACTGCCTTC-1 CCCAGACTGGTTTG-1
#> "01" "02" "02" "02" "04"
#> CCCAGACTTTCGCC-1 CCCAGTTGCAGTTG-1 CCCAGTTGGGTACT-1 CCCAGTTGTCTATC-1 CCCGATTGTGTTTC-1
#> "02" "02" "01" "04" "01"
#> CCCGGAGAAGGGTG-1 CCCTACGAATTGGC-1 CCCTAGTGCAAAGA-1 CCCTCAGACACTTT-1 CCCTCAGACGAGAG-1
#> "02" "02" "01" "04" "01"
#> CCCTCAGAGGTCAT-1 CCCTGAACTAAAGG-1 CCCTGATGCAACCA-1 CCCTGATGCAAGCT-1 CCCTTACTAACCAC-1
#> "01" "04" "01" "04" "02"
#> CCCTTACTGCAGTT-1 CCGAAAACCTTGTT-1 CCGACACTGGTTTG-1 CCGACTACCCAGTA-1 CCGACTACCGTGTA-1
#> "01" "02" "01" "02" "01"
#> CCGACTACTGAGGG-1 CCGATAGACCTAAG-1 CCGATAGAGTTGGT-1 CCGCGAGACACACA-1 CCGCGAGAGGTTCA-1
#> "01" "01" "02" "02" "01"
#> CCGCTATGGGACGA-1 CCGCTATGTGCAAC-1 CCGCTATGTGCACA-1 CCGGTACTGTCCTC-1 CCGTACACAAGCAA-1
#> "04" "02" "02" "01" "01"
#> CCGTACACAGCGTT-1 CCGTACACGTCATG-1 CCGTACACGTTGGT-1 CCGTACACTAACGC-1 CCTAAACTTTCGTT-1
#> "04" "03" "02" "01" "01"
#> CCTAAGGACCCAAA-1 CCTAAGGACTAGCA-1 CCTAAGGAGGGCAA-1 CCTAAGGATGATGC-1 CCTAAGGATGTCAG-1
#> "01" "02" "03" "01" "01"
#> CCTACCGACTCTTA-1 CCTACCGAGGGATG-1 CCTAGAGAGGTGAG-1 CCTATAACCAAAGA-1 CCTATAACGAGACG-1
#> "01" "04" "04" "01" "02"
#> CCTATAACTCAGAC-1 CCTATAACTGCATG-1 CCTCGAACACTTTC-1 CCTCGAACCCGTAA-1 CCTCGAACGTATCG-1
#> "01" "02" "03" "02" "01"
#> CCTCGAACTTACTC-1 CCTCTACTCTTCGC-1 CCTCTACTGGCATT-1 CCTGACTGAAGTAG-1 CCTGACTGGGGAGT-1
#> "01" "02" "01" "01" "01"
#> CCTGACTGTGTCTT-1 CCTGCAACACGTTG-1 CCTGGACTCGTGAT-1 CCTTAATGCCCAAA-1 CCTTAATGTTCTAC-1
#> "04" "02" "01" "04" "02"
#> CCTTCACTACGACT-1 CCTTCACTCAGTCA-1 CCTTCACTGGAGTG-1 CCTTTAGATTCATC-1 CGAACATGCCCTAC-1
#> "01" "04" "02" "02" "02"
#> CGAACATGTCAGAC-1 CGAAGACTGGAACG-1 CGAAGACTGTTACG-1 CGAAGGGAAACCTG-1 CGAAGGGATCCGAA-1
#> "01" "01" "01" "03" "04"
#> CGAAGTACCAACTG-1 CGAATCGAGGAGCA-1 CGAATCGAGGAGGT-1 CGACAAACCCATAG-1 CGACAAACCGACAT-1
#> "04" "02" "01" "01" "04"
#> CGACCACTAAAGTG-1 CGACCACTGCCAAT-1 CGACCGGAAGGTCT-1 CGACCGGATGGAAA-1 CGACCTTGCTAGTG-1
#> "03" "03" "01" "01" "01"
#> CGACGTCTATCGTG-1 CGACGTCTCGTGTA-1 CGACGTCTGAGGCA-1 CGACTCACGTCGTA-1 CGACTCACGTTGCA-1
#> "01" "01" "01" "01" "01"
#> CGACTCTGTGTGAC-1 CGACTGCTTCCTCG-1 CGAGAACTAAGGCG-1 CGAGAACTACGTTG-1 CGAGAACTTGTTCT-1
#> "01" "02" "03" "01" "02"
#> CGAGATTGGACACT-1 CGAGATTGGCCATA-1 CGAGCCGAACACCA-1 CGAGCCGAGGCGAA-1 CGAGCGTGCTCCAC-1
#> "03" "03" "01" "01" "01"
#> CGAGCGTGGATACC-1 CGAGCGTGTATGCG-1 CGAGGAGACCTCCA-1 CGAGGAGATGTCGA-1 CGAGGCACCTATGG-1
#> "01" "02" "04" "01" "03"
#> CGAGGCACTATGCG-1 CGAGGCACTCTTCA-1 CGAGGCTGACGCTA-1 CGAGGCTGGCAGTT-1 CGAGGGCTACGACT-1
#> "02" "01" "03" "02" "04"
#> CGAGGGCTCGAATC-1 CGAGTATGTCACCC-1 CGATACGAACAGTC-1 CGATACGACAGGAG-1 CGATACGATTCACT-1
#> "01" "02" "02" "03" "04"
#> CGATAGACCCGTAA-1 CGATAGACCGTACA-1 CGATAGACGTAGGG-1 CGATAGACTGTTCT-1 CGATCAGAAGAACA-1
#> "02" "01" "02" "01" "03"
#> CGATCAGAGAGGGT-1 CGATCAGAGGTACT-1 CGATCAGATGTGAC-1 CGATCCACCGGGAA-1 CGATCCACTTCCAT-1
#> "01" "01" "02" "03" "04"
#> CGCAAATGCTCGAA-1 CGCAACCTCCTTGC-1 CGCAACCTGGACGA-1 CGCACGGAGGACGA-1 CGCACGGATCTTTG-1
#> "01" "01" "01" "04" "01"
#> CGCACTACAGAATG-1 CGCACTACAGCCAT-1 CGCACTACATTGGC-1 CGCACTACTCGCCT-1 CGCACTACTCGTGA-1
#> "01" "01" "01" "04" "01"
#> CGCACTTGTCACGA-1 CGCAGGACAGATCC-1 CGCAGGACCTACTT-1 CGCAGGACTTGTCT-1 CGCAGGTGCACTGA-1
#> "02" "01" "01" "02" "01"
#> CGCAGGTGCCATAG-1 CGCAGGTGGGAACG-1 CGCATAGATCACGA-1 CGCCATACTGCAAC-1 CGCCATTGAGAGGC-1
#> "02" "01" "02" "01" "01"
#> CGCCATTGCTATGG-1 CGCCATTGGAGACG-1 CGCCATTGGAGCAG-1 CGCCATTGTACTGG-1 CGCCGAGAGCTTAG-1
#> "01" "01" "04" "04" "03"
#> CGCCTAACGAATGA-1 CGCCTAACTGCTCC-1 CGCGAGACACAGCT-1 CGCGAGACAGGTCT-1 CGCGAGACGCTACA-1
#> "02" "01" "01" "04" "01"
#> CGCGATCTCAGTCA-1 CGCGATCTGTTGAC-1 CGCGATCTTTCTTG-1 CGCGGATGGCCAAT-1 CGCTAAGAATGTCG-1
#> "02" "02" "04" "01" "01"
#> CGCTAAGACAACTG-1 CGCTAAGACCCTTG-1 CGCTACTGAACAGA-1 CGCTACTGAGAACA-1 CGCTACTGTGAGCT-1
#> "01" "01" "02" "01" "01"
#> CGCTACTGTTCCCG-1 CGCTCATGCATTTC-1 CGGAATTGGTTTGG-1 CGGAATTGTGGAGG-1 CGGACCGATGCGTA-1
#> "03" "02" "01" "01" "03"
#> CGGACCGATGGGAG-1 CGGACTCTAAACAG-1 CGGACTCTCCAATG-1 CGGACTCTCCTCGT-1 CGGAGGCTATTCCT-1
#> "01" "04" "01" "03" "01"
#> CGGAGGCTTGGATC-1 CGGATAACAACGAA-1 CGGATAACAGCTCA-1 CGGATAACTCAGTG-1 CGGCACGAACTCAG-1
#> "01" "02" "01" "02" "01"
#> CGGCACGAAGGGTG-1 CGGCACGACTACGA-1 CGGCATCTTAGAAG-1 CGGCATCTTCGTAG-1 CGGCCAGAAAGGTA-1
#> "01" "02" "01" "02" "01"
#> CGGCCAGAGAGGCA-1 CGGCGAACCAGTCA-1 CGGCGAACGACAAA-1 CGGCGAACGGTCTA-1 CGGCGAACTACTTC-1
#> "03" "02" "03" "01" "03"
#> CGGGACTGCGTGTA-1 CGGGACTGGAATAG-1 CGGGCATGACCCAA-1 CGGGCATGTCTCTA-1 CGGGCATGTTGTGG-1
#> "01" "03" "03" "03" "01"
#> CGGTAAACTCGCAA-1 CGGTCACTGTTTGG-1 CGGTCACTTACTTC-1 CGTAACGATCGCCT-1 CGTACCACACACAC-1
#> "01" "01" "01" "01" "01"
#> CGTACCACACGTTG-1 CGTACCACCTCATT-1 CGTACCACGGAGCA-1 CGTACCTGGCATCA-1 CGTAGCCTCTCTCG-1
#> "01" "01" "01" "03" "02"
#> CGTAGCCTGCGAAG-1 CGTAGCCTGTATGC-1 CGTCAAGAAAGGTA-1 CGTCAAGAACGTGT-1 CGTCAAGACAGAGG-1
#> "01" "02" "02" "01" "01"
#> CGTCAAGACAGGAG-1 CGTCCATGCTCTTA-1 CGTCGACTTTCCGC-1 CGTGATGACGCTAA-1 CGTGATGAGGTTCA-1
#> "03" "01" "01" "01" "01"
#> CGTGCACTTATGGC-1 CGTGTAGAAAAACG-1 CGTGTAGACGATAC-1 CGTGTAGAGTTACG-1 CGTGTAGAGTTCAG-1
#> "02" "01" "03" "03" "02"
#> CGTGTAGATTCGGA-1 CGTTAGGAAACCAC-1 CGTTAGGATCATTC-1 CGTTATACCCTGAA-1 CGTTTAACTGGTCA-1
#> "03" "01" "02" "03" "01"
#> CTAAACCTCTGACA-1 CTAAACCTGTGCAT-1 CTAACACTAACGTC-1 CTAACACTAGTGCT-1 CTAACGGAACCGAT-1
#> "03" "04" "01" "02" "03"
#> CTAACGGATTTCTG-1 CTAACTACGGCAAG-1 CTAAGGACACCATG-1 CTAAGGACCGTTAG-1 CTAAGGACGCCATA-1
#> "01" "01" "01" "01" "02"
#> CTAAGGTGCCTAAG-1 CTAAGGTGTTGCAG-1 CTAAGGTGTTTCTG-1 CTAATAGAGCTATG-1 CTAATGCTTGTGGT-1
#> "04" "01" "01" "01" "02"
#> CTACAACTCCCGTT-1 CTACCTCTCAACCA-1 CTACGCACACCTAG-1 CTACGCACTCTCCG-1 CTACGCACTGGTCA-1
#> "03" "01" "02" "01" "03"
#> CTACGGCTTTCTTG-1 CTACTATGAACCAC-1 CTACTATGATGTGC-1 CTACTATGCTAAGC-1 CTACTATGTAAAGG-1
#> "02" "02" "02" "01" "04"
#> CTACTCCTATGTCG-1 CTACTCCTGCCATA-1 CTAGAGACACTTTC-1 CTAGAGACAGCATC-1 CTAGAGACTTTGGG-1
#> "03" "02" "01" "03" "02"
#> CTAGATCTCTCTAT-1 CTAGATCTTCGACA-1 CTAGGATGAGCCTA-1 CTAGGATGATCGTG-1 CTAGGCCTCTCAGA-1
#> "01" "01" "04" "04" "01"
#> CTAGGTGATGGTTG-1 CTAGTTACCAGAGG-1 CTAGTTACCGCATA-1 CTAGTTACGAAACA-1 CTATAAGATCGTTT-1
#> "02" "01" "01" "03" "04"
#> CTATACTGAGGTTC-1 CTATACTGCCAGTA-1 CTATACTGCGCTAA-1 CTATACTGCTACGA-1 CTATACTGTCTCAT-1
#> "02" "01" "02" "03" "03"
#> CTATACTGTTCGTT-1 CTATAGCTGTCACA-1 CTATAGCTTCGCTC-1 CTATAGCTTGCCTC-1 CTATCAACGAACTC-1
#> "01" "01" "02" "02" "01"
#> CTATCAACGCAGAG-1 CTATCAACTTTGGG-1 CTATCCCTCCACCT-1 CTATGTACGAGAGC-1 CTATGTACGCTTAG-1
#> "01" "01" "02" "01" "01"
#> CTATGTACTGTTTC-1 CTATGTTGAAAGCA-1 CTATGTTGTCCTCG-1 CTATGTTGTCTCGC-1 CTATTGACAAACGA-1
#> "04" "01" "01" "01" "02"
#> CTATTGACACTGGT-1 CTATTGACGGTGAG-1 CTATTGTGGCAAGG-1 CTCAATTGGTTCAG-1 CTCAATTGGTTGCA-1
#> "02" "02" "01" "01" "02"
#> CTCAGAGATAGAAG-1 CTCAGCACTCTAGG-1 CTCAGCACTGAACC-1 CTCAGCACTTGCAG-1 CTCAGCTGAACCTG-1
#> "01" "01" "02" "01" "02"
#> CTCAGCTGCAGTTG-1 CTCAGGCTCGTTGA-1 CTCAGGCTGCTAAC-1 CTCATTGACCTTAT-1 CTCATTGATGCTTT-1
#> "01" "02" "01" "01" "02"
#> CTCCACGAGAGATA-1 CTCCATCTCTTAGG-1 CTCCATCTGACGAG-1 CTCCGAACAAGTGA-1 CTCCTACTGCCTTC-1
#> "02" "01" "01" "02" "02"
#> CTCGAAGATGTGGT-1 CTCGAAGATTAGGC-1 CTCGACTGCTCTAT-1 CTCGACTGGGTGAG-1 CTCGACTGGTTGAC-1
#> "01" "02" "01" "01" "03"
#> CTCGAGCTCTGGAT-1 CTCGCATGACTTTC-1 CTCGCATGCTTAGG-1 CTCTAAACCTCGAA-1 CTCTAAACGGCGAA-1
#> "03" "01" "01" "01" "01"
#> CTCTAATGTCCAAG-1 CTGAACGACAGTCA-1 CTGAACGATGAGGG-1 CTGAAGACCCAACA-1 CTGAAGACGTGCAT-1
#> "02" "01" "01" "01" "04"
#> CTGAAGTGAAGCCT-1 CTGAAGTGCAGCTA-1 CTGAAGTGGCTATG-1 CTGAAGTGTCCAGA-1 CTGAATCTGAATAG-1
#> "02" "04" "01" "01" "01"
#> CTGACAGAATCGTG-1 CTGACCACAGCAAA-1 CTGAGAACCGGGAA-1 CTGAGAACGTAAAG-1 CTGATACTAGTAGA-1
#> "03" "01" "01" "03" "01"
#> CTGATTTGGTGTTG-1 CTGCAGCTAACCGT-1 CTGCAGCTGACACT-1 CTGCAGCTGGATTC-1 CTGCAGCTTGGCAT-1
#> "02" "01" "01" "02" "01"
#> CTGCCAACAGGAGC-1 CTGCCAACCAGCTA-1 CTGCCAACTAACCG-1 CTGCCAACTGCTCC-1 CTGCCAACTTGCAG-1
#> "01" "01" "02" "03" "01"
#> CTGCCAACTTGCTT-1 CTGCGACTCCACCT-1 CTGGAAACAAACGA-1 CTGGAAACATCGAC-1 CTGGATGACTGGAT-1
#> "01" "03" "03" "01" "03"
#> CTGGATGACTTGTT-1 CTGGATGATGTGAC-1 CTGGCACTCAAGCT-1 CTGTAACTAACCAC-1 CTGTAACTAGCGTT-1
#> "01" "04" "02" "01" "01"
#> CTGTATACGTAAAG-1 CTGTATACGTACGT-1 CTGTATACGTTGGT-1 CTGTGAGACAACCA-1 CTGTGAGACCTTGC-1
#> "01" "02" "01" "02" "03"
#> CTGTGAGACGAACT-1 CTGTGAGACTGTAG-1 CTTAAAGAACCTGA-1 CTTAACACCTGTAG-1 CTTAACACTATCGG-1
#> "02" "02" "01" "01" "04"
#> CTTAAGCTACCTAG-1 CTTAAGCTAGTACC-1 CTTAAGCTCATCAG-1 CTTAAGCTCCGCTT-1 CTTACAACTAACGC-1
#> "01" "01" "01" "04" "01"
#> CTTACAACTCCCGT-1 CTTACTGACGTACA-1 CTTAGACTAAACGA-1 CTTAGGGACTTGCC-1 CTTAGGGAGAATCC-1
#> "02" "01" "01" "01" "01"
#> CTTATCGACTCATT-1 CTTCACCTACCTGA-1 CTTCATGAAGCATC-1 CTTCATGAAGTACC-1 CTTCATGACCGAAT-1
#> "01" "02" "04" "01" "01"
#> CTTGAACTACGCAT-1 CTTGATTGAGGTTC-1 CTTGATTGATCTTC-1 CTTGATTGCATTCT-1 CTTGATTGTTTCGT-1
#> "01" "03" "02" "01" "01"
#> CTTGTATGACACCA-1 CTTGTATGCGCAAT-1 CTTTACGAGCGAAG-1 CTTTAGACCGTGAT-1 CTTTAGACGAGACG-1
#> "04" "04" "01" "01" "01"
#> CTTTAGACGATACC-1 CTTTAGACGTTGGT-1 CTTTAGACTCATTC-1 CTTTAGTGACGGGA-1 CTTTAGTGGGTGGA-1
#> "01" "01" "01" "03" "01"
#> CTTTCAGAGAAACA-1 CTTTGATGAGCACT-1 CTTTGATGTCTAGG-1 CTTTGATGTGTCCC-1 CTTTGATGTGTGGT-1
#> "01" "01" "01" "01" "01"
#> GAAACAGAACTACG-1 GAAACAGAATCACG-1 GAAACAGACATTCT-1 GAAACCTGATCGTG-1 GAAACCTGATGCCA-1
#> "01" "01" "01" "01" "01"
#> GAAACCTGCTTATC-1 GAAACCTGGACTAC-1 GAAACCTGTGCTAG-1 GAAAGATGATTTCC-1 GAAAGATGCTGATG-1
#> "01" "02" "01" "01" "02"
#> GAAAGATGCTTCGC-1 GAAAGATGTAAGGA-1 GAAAGCCTACGTTG-1 GAAAGTGAAAGTGA-1 GAAAGTGACCACAA-1
#> "02" "01" "04" "02" "02"
#> GAAAGTGACTCAAG-1 GAAATACTACCAAC-1 GAAATACTCTTAGG-1 GAAATACTTCCTCG-1 GAACACACGTGCAT-1
#> "01" "02" "04" "03" "02"
#> GAACACACTGCCTC-1 GAACAGCTAACTGC-1 GAACAGCTCTCAGA-1 GAACCAACCACAAC-1 GAACCAACTTCCGC-1
#> "01" "02" "02" "01" "03"
#> GAACCTGAACGTGT-1 GAACCTGAGAGACG-1 GAACCTGATGAACC-1 GAACGGGATACTTC-1 GAACTGTGACCTGA-1
#> "01" "01" "01" "01" "02"
#> GAACTGTGCCAGTA-1 GAAGAATGCAATCG-1 GAAGCGGACCTATT-1 GAAGCTACGAATGA-1 GAAGCTACGGTTTG-1
#> "02" "01" "02" "02" "03"
#> GAAGGGTGAAAGTG-1 GAAGGGTGCTTAGG-1 GAAGGTCTGAAAGT-1 GAAGGTCTGTTGCA-1 GAAGGTCTTAAAGG-1
#> "01" "02" "03" "01" "02"
#> GAAGTAGACTCCCA-1 GAAGTAGATCCAAG-1 GAAGTCACCCTCGT-1 GAAGTCACCCTGTC-1 GAAGTCTGTCGCAA-1
#> "03" "02" "02" "04" "04"
#> GAAGTCTGTTCTGT-1 GAAGTGCTAAACGA-1 GAAGTGCTCCGCTT-1 GAAGTGCTTAACCG-1 GAATGCACCCTAAG-1
#> "01" "03" "02" "01" "01"
#> GAATGCACCTTCGC-1 GAATGCTGCGGTAT-1 GAATTAACGATAAG-1 GAATTAACGGTCAT-1 GAATTAACGTCGTA-1
#> "03" "01" "01" "01" "03"
#> GAATTAACTGAAGA-1 GACAACACAGGCGA-1 GACAACACATCGTG-1 GACAACACTCGCCT-1 GACAACTGAGGTTC-1
#> "04" "01" "01" "01" "01"
#> GACAGGGAAGAGTA-1 GACAGGGAATGCCA-1 GACAGTACGAGCTT-1 GACAGTACTTCGGA-1 GACAGTTGAGTAGA-1
#> "04" "01" "02" "02" "04"
#> GACATTCTCCACCT-1 GACCAAACGACTAC-1 GACCAAACGTATCG-1 GACCCTACTAAAGG-1 GACCTAGACCTCAC-1
#> "02" "02" "02" "04" "01"
#> GACCTAGACGAGAG-1 GACCTCACAAGGTA-1 GACCTCACGTACGT-1 GACCTCTGCATCAG-1 GACGAACTCCCACT-1
#> "01" "01" "02" "01" "01"
#> GACGATTGCCAATG-1 GACGCCGACCTTCG-1 GACGCTCTCTCTCG-1 GACGGCACACGGGA-1 GACGGCACGAGATA-1
#> "04" "01" "03" "03" "02"
#> GACGTAACCTATGG-1 GACGTAACCTGTGA-1 GACGTAACTATGGC-1 GACGTATGTTGACG-1 GACGTATGTTTGCT-1
#> "01" "01" "01" "01" "01"
#> GACGTCCTACGGAG-1 GACGTCCTCTCAAG-1 GACGTCCTGATAAG-1 GACTACGATGGTCA-1 GACTCCTGCTCGCT-1
#> "01" "02" "04" "04" "01"
#> GACTCCTGGGTTAC-1 GACTCCTGTTATCC-1 GACTCCTGTTGGTG-1 GACTGAACCAATCG-1 GACTGATGTGATGC-1
#> "01" "01" "02" "02" "01"
#> GACTTTACATGCCA-1 GACTTTACGACAGG-1 GAGAAATGTTCTCA-1 GAGATAGAAAAAGC-1 GAGATCACGACAAA-1
#> "01" "04" "04" "02" "02"
#> GAGATGCTCTGGAT-1 GAGATGCTGAATGA-1 GAGCAGGATTCCCG-1 GAGCATACTTTGCT-1 GAGCGCACGCGTAT-1
#> "03" "01" "03" "02" "02"
#> GAGCGCACGGTGAG-1 GAGCGCTGAAGATG-1 GAGCGCTGTCTTAC-1 GAGCGGCTGGGAGT-1 GAGGACGACTCAGA-1
#> "01" "03" "02" "04" "01"
#> GAGGATCTGAAAGT-1 GAGGCAGACTTGCC-1 GAGGGAACACCAGT-1 GAGGGAACGAGGGT-1 GAGGGATGGGAAAT-1
#> "04" "03" "01" "01" "01"
#> GAGGGCCTTCACCC-1 GAGGGTGAAGAGTA-1 GAGGTACTACGGTT-1 GAGGTACTACTCAG-1 GAGGTACTGACACT-1
#> "01" "01" "01" "02" "03"
#> GAGGTACTGGGAGT-1 GAGGTACTTAGCGT-1 GAGGTGGAGTACGT-1 GAGGTGGATCCTCG-1 GAGGTTACTCGTTT-1
#> "01" "02" "01" "03" "02"
#> GAGGTTTGTAAGCC-1 GAGTCAACCATTCT-1 GAGTCAACGGGAGT-1 GAGTCTGATCGTGA-1 GAGTCTGATTTGGG-1
#> "02" "01" "01" "01" "04"
#> GAGTGACTCAGCTA-1 GAGTGACTCGGTAT-1 GAGTGACTCTTGCC-1 GAGTGACTGACTAC-1 GAGTGACTGTCTAG-1
#> "03" "03" "04" "04" "01"
#> GAGTGGGAGTCTTT-1 GAGTGGGATGCCCT-1 GAGTGGGATGCTGA-1 GAGTGTTGCTGTAG-1 GAGTGTTGTGGTCA-1
#> "04" "01" "04" "01" "01"
#> GAGTTGTGCATGGT-1 GAGTTGTGCTGAGT-1 GAGTTGTGGCGAGA-1 GAGTTGTGGTAGCT-1 GAGTTGTGTATGCG-1
#> "02" "03" "02" "03" "02"
#> GATAAGGAGAAACA-1 GATAAGGATTCACT-1 GATACTCTATCGGT-1 GATACTCTTACTTC-1 GATACTCTTGACTG-1
#> "02" "02" "01" "01" "02"
#> GATAGAGAAGGGTG-1 GATAGAGACTGTGA-1 GATAGAGATCACGA-1 GATAGCACCCATAG-1 GATAGCACGAAGGC-1
#> "03" "01" "02" "01" "02"
#> GATAGCACTTGTCT-1 GATATAACAAGGTA-1 GATATAACACGCAT-1 GATATATGCTGGAT-1 GATATATGTCCGTC-1
#> "01" "01" "01" "01" "03"
#> GATATATGTGGAGG-1 GATATCCTAGAAGT-1 GATATCCTCCCGTT-1 GATATTGACAGGAG-1 GATATTGACGAGTT-1
#> "02" "01" "02" "03" "02"
#> GATATTGAGCCAAT-1 GATCCCTGACCTTT-1 GATCCCTGTGTAGC-1 GATCCGCTGGTCAT-1 GATCGAACCGAGAG-1
#> "01" "03" "03" "02" "01"
#> GATCGATGACTAGC-1 GATCGATGGTAAAG-1 GATCGATGTAAGGA-1 GATCGTGACACTAG-1 GATCGTGATTCACT-1
#> "04" "04" "02" "01" "01"
#> GATCTACTGGTGAG-1 GATCTACTTTGCAG-1 GATCTTACACCCAA-1 GATCTTACCCTACC-1 GATCTTACGAATAG-1
#> "01" "04" "02" "01" "02"
#> GATCTTACGAGATA-1 GATGCAACTCCAGA-1 GATGCCCTACGTAC-1 GATGCCCTCTCATT-1 GATGCCCTGGCAAG-1
#> "02" "01" "01" "01" "02"
#> GATGCCCTTTTGCT-1 GATTACCTTGTTCT-1 GATTCGGAACGACT-1 GATTCGGACAGGAG-1 GATTCGGAGAAGGC-1
#> "01" "01" "01" "02" "02"
#> GATTCTTGATTCGG-1 GATTCTTGCCGATA-1 GATTCTTGCGAGTT-1 GATTGGACCCGTTC-1 GATTGGACGGTGTT-1
#> "02" "01" "04" "04" "04"
#> GATTGGACTTTCGT-1 GATTGGTGTGTCAG-1 GATTTAGACACTCC-1 GATTTAGACTAAGC-1 GATTTAGATTCGTT-1
#> "04" "01" "02" "04" "02"
#> GATTTGCTAACGAA-1 GATTTGCTAACGGG-1 GCAACCCTCCTCGT-1 GCAACTGATTGCGA-1 GCAAGACTACTGGT-1
#> "01" "02" "02" "01" "01"
#> GCAAGACTAGGTCT-1 GCAAGACTCCCTTG-1 GCAATCGACTGCAA-1 GCAATCGAGACGTT-1 GCAATCGATCCTTA-1
#> "01" "01" "01" "02" "02"
#> GCAATTCTCGTGTA-1 GCAATTCTTCTCCG-1 GCACAAACAATGCC-1 GCACAAACGGTACT-1 GCACAATGGTGCAT-1
#> "01" "01" "01" "01" "02"
#> GCACACCTGTGCTA-1 GCACCACTCATGAC-1 GCACCACTGTTTGG-1 GCACCACTTCCTTA-1 GCACCACTTTCGGA-1
#> "03" "02" "02" "03" "02"
#> GCACCTACGCGATT-1 GCACCTTGGCTGTA-1 GCACCTTGGGGAGT-1 GCACGGACCAGCTA-1 GCACGGTGACCTCC-1
#> "01" "01" "02" "01" "01"
#> GCACGGTGCTATGG-1 GCACTAGAACGGGA-1 GCACTAGAAGATGA-1 GCACTAGACCTTTA-1 GCACTAGACGTAAC-1
#> "02" "01" "04" "02" "04"
#> GCACTAGAGTCGTA-1 GCACTAGATGCAAC-1 GCACTGCTGAGGCA-1 GCAGATACAGCGTT-1 GCAGATACGACGGA-1
#> "03" "01" "01" "01" "01"
#> GCAGATACGCAGAG-1 GCAGCCGACAGTCA-1 GCAGCGTGCACTCC-1 GCAGCTCTCAATCG-1 GCAGCTCTGTTTCT-1
#> "01" "01" "01" "01" "01"
#> GCAGGGCTAAGAAC-1 GCAGGGCTAAGGGC-1 GCAGGGCTATCGAC-1 GCAGGGCTTGGGAG-1 GCAGTCCTAACTGC-1
#> "01" "01" "03" "03" "01"
#> GCAGTCCTCTCTTA-1 GCATCAGATGCGTA-1 GCATGTGACAAGCT-1 GCATTGGAGAAGGC-1 GCCAAAACGAGGCA-1
#> "01" "01" "01" "01" "03"
#> GCCAAATGATCGAC-1 GCCAACCTACGGTT-1 GCCAACCTCGCCTT-1 GCCACGGAGGCGAA-1 GCCACGGATACTGG-1
#> "01" "01" "01" "02" "01"
#> GCCACTACGTCTTT-1 GCCCAACTACCGAT-1 GCCCAACTATGGTC-1 GCCCATACAGCGTT-1 GCCGACGAACTCTT-1
#> "01" "01" "03" "03" "02"
#> GCCGAGTGCGTTGA-1 GCCGGAACGAACTC-1 GCCGGAACGTTCTT-1 GCCGGAACTGCACA-1 GCCGGAACTTACTC-1
#> "01" "03" "03" "03" "01"
#> GCCGTACTACCTGA-1 GCCGTACTGGCAAG-1 GCCTACACAGTTCG-1 GCCTACACCACTGA-1 GCCTACACCTTGAG-1
#> "01" "02" "03" "02" "01"
#> GCCTAGCTACGGAG-1 GCCTAGCTCTATTC-1 GCCTAGCTTCTCAT-1 GCCTAGCTTCTCTA-1 GCCTCAACCATGGT-1
#> "04" "01" "01" "02" "01"
#> GCCTCAACTCTTTG-1 GCCTCATGTCTTAC-1 GCCTGACTCTCAAG-1 GCGAAGGAACTCTT-1 GCGAAGGATGCCAA-1
#> "03" "01" "02" "01" "01"
#> GCGAGAGAGGGACA-1 GCGAGCACTGTCGA-1 GCGAGCACTTGACG-1 GCGAGCACTTGCTT-1 GCGATATGGTACGT-1
#> "01" "04" "01" "02" "01"
#> GCGATATGGTGTTG-1 GCGCACGAAGTCGT-1 GCGCACGACTTTAC-1 GCGCATCTAGGTCT-1 GCGCATCTGGTTAC-1
#> "01" "01" "02" "01" "01"
#> GCGCATCTTCGATG-1 GCGCATCTTGCTCC-1 GCGCATCTTTCTAC-1 GCGCGAACGTTCTT-1 GCGCGATGAACGGG-1
#> "01" "03" "01" "04" "01"
#> GCGCGATGGTGCAT-1 GCGGAGCTCCTGAA-1 GCGGCAACCCGATA-1 GCGGCAACGGAGGT-1 GCGGCAACTGTCGA-1
#> "03" "01" "01" "04" "02"
#> GCGTAAACACGGTT-1 GCGTAATGCACCAA-1 GCGTATGAACACCA-1 GCGTATGATGAGAA-1 GCTACAGAAAGGTA-1
#> "02" "02" "01" "02" "01"
#> GCTACAGAATCTTC-1 GCTACCTGAGAAGT-1 GCTACCTGATCACG-1 GCTACGCTAGAATG-1 GCTACGCTAGCTAC-1
#> "04" "02" "01" "01" "01"
#> GCTACGCTCCCTAC-1 GCTAGAACAGAGGC-1 GCTAGAACGGATCT-1 GCTAGAACTCCCGT-1 GCTAGATGAGCTCA-1
#> "01" "04" "01" "01" "02"
#> GCTAGATGGCGATT-1 GCTATACTAAGGCG-1 GCTATACTAGCGTT-1 GCTATACTCTCTTA-1 GCTATACTGGACGA-1
#> "03" "01" "03" "01" "01"
#> GCTCAAGAACCATG-1 GCTCAAGAAGTCAC-1 GCTCAGCTGTCTAG-1 GCTCCATGAGAAGT-1 GCTCCATGCCGAAT-1
#> "02" "02" "01" "03" "01"
#> GCTCGACTCTAGTG-1 GCTGATGAGGTATC-1 GCTTAACTACAGTC-1 GCTTAACTACTGGT-1 GCTTAACTGCTGAT-1
#> "02" "02" "02" "03" "01"
#> GCTTAACTTAGACC-1 GCTTAACTTCAGTG-1 GGAACACTCACTTT-1 GGAACACTTCAGAC-1 GGAACTACTACTTC-1
#> "02" "01" "02" "03" "01"
#> GGAACTTGAAGGTA-1 GGAACTTGAGAATG-1 GGAACTTGCTCCAC-1 GGAACTTGGGTAGG-1 GGAAGGACATCGGT-1
#> "02" "01" "02" "04" "02"
#> GGAAGGACCACTAG-1 GGAAGGACGAGGGT-1 GGAAGGACGCGAAG-1 GGAAGGTGGCGAGA-1 GGAATCTGAAGGGC-1
#> "01" "01" "01" "03" "01"
#> GGAATCTGAGGAGC-1 GGAATCTGCTTAGG-1 GGAATCTGCTTGTT-1 GGAATCTGGGAGGT-1 GGAATGCTTTCTAC-1
#> "01" "04" "02" "01" "01"
#> GGACAGGAAAGGGC-1 GGACAGGAGTGCTA-1 GGACAGGATCTCGC-1 GGACCCGAAGCTAC-1 GGACCGTGCTTACT-1
#> "01" "04" "01" "02" "02"
#> GGACCGTGGGAACG-1 GGACCGTGTAACGC-1 GGACCTCTGTAAGA-1 GGACCTCTTTTCTG-1 GGACGAGAGTGTCA-1
#> "02" "01" "02" "03" "02"
#> GGACGCTGACGCAT-1 GGACGCTGCTAGCA-1 GGACGCTGTCCTCG-1 GGAGAGACGTGAGG-1 GGAGCAGATTCAGG-1
#> "01" "01" "03" "01" "04"
#> GGAGCCACCTTCTA-1 GGAGCGCTACGCAT-1 GGAGCGCTCCGAAT-1 GGAGGATGCCACCT-1 GGAGGATGGTTGAC-1
#> "04" "02" "01" "01" "02"
#> GGAGGATGTCAGTG-1 GGAGGCCTCGTTGA-1 GGAGGCCTTTCTTG-1 GGAGGTGATACGCA-1 GGAGGTGATCGCTC-1
#> "02" "03" "01" "01" "01"
#> GGATACTGCAGCTA-1 GGATACTGTCTAGG-1 GGATAGCTCGTCTC-1 GGATAGCTCTGAAC-1 GGATGTACCAAAGA-1
#> "01" "01" "01" "01" "04"
#> GGATGTACGCGAAG-1 GGATGTACGTCTTT-1 GGATGTACGTGTCA-1 GGATTTCTAGGTTC-1 GGATTTCTTTGTCT-1
#> "01" "02" "03" "01" "02"
#> GGCAAGGAAAAAGC-1 GGCAAGGAAGAAGT-1 GGCAAGGACTTGGA-1 GGCAAGGAGGACTT-1 GGCAATACGCTAAC-1
#> "03" "01" "02" "01" "04"
#> GGCAATACGGCATT-1 GGCAATACGTTTCT-1 GGCACGTGGCTTAG-1 GGCACTCTTTTGTC-1 GGCATATGCTTATC-1
#> "01" "04" "02" "01" "03"
#> GGCATATGGGGAGT-1 GGCATATGTGTGAC-1 GGCCACGACAGAGG-1 GGCCAGACTGGTTG-1 GGCCCAGAAAGTAG-1
#> "03" "01" "01" "01" "02"
#> GGCCGAACAACGAA-1 GGCCGAACGCAGAG-1 GGCCGAACGTAGGG-1 GGCCGAACTCTAGG-1 GGCCGATGCAGGAG-1
#> "01" "01" "01" "03" "01"
#> GGCCGATGCCGAAT-1 GGCCGATGTACTCT-1 GGCGACACTGCCCT-1 GGCGACTGCGTAAC-1 GGCGCATGCCTAAG-1
#> "01" "01" "03" "01" "02"
#> GGCGCATGCTCCAC-1 GGCGCATGTGGAAA-1 GGCGGACTAGAGGC-1 GGCGGACTAGGAGC-1 GGCGGACTCTGACA-1
#> "01" "01" "01" "03" "01"
#> GGCGGACTCTTGGA-1 GGCGGACTTACTGG-1 GGCGGACTTGAACC-1 GGCTAAACACCTGA-1 GGCTAAACTCTTAC-1
#> "03" "01" "01" "03" "01"
#> GGCTAATGAGCACT-1 GGCTAATGGTCTAG-1 GGCTCACTACTCAG-1 GGGAACGAAGCTCA-1 GGGAACGACACAAC-1
#> "03" "01" "02" "02" "04"
#> GGGAACGAGTGTCA-1 GGGAAGTGTTGAGC-1 GGGACCACACGTTG-1 GGGACCACAGAACA-1 GGGACCACGAATAG-1
#> "02" "02" "03" "01" "01"
#> GGGACCACGTCATG-1 GGGACCACTCAAGC-1 GGGACCACTCGTGA-1 GGGACCACTGCATG-1 GGGACCTGACCCTC-1
#> "01" "01" "01" "01" "02"
#> GGGACCTGCTTGCC-1 GGGACCTGTGGAGG-1 GGGATGGACGACAT-1 GGGATGGATACTTC-1 GGGATGGATGGTTG-1
#> "01" "04" "04" "01" "02"
#> GGGATTACGTCTAG-1 GGGCAAGATGCATG-1 GGGCACACGGTGAG-1 GGGCACACGTTGCA-1 GGGCAGCTTGGGAG-1
#> "01" "02" "02" "01" "01"
#> GGGCAGCTTTTCTG-1 GGGCCAACCTTGGA-1 GGGCCAACGCGTTA-1 GGGCCAACTACGCA-1 GGGCCAACTCCAAG-1
#> "01" "02" "04" "02" "04"
#> GGGCCATGATGGTC-1 GGGCCATGTTGACG-1 GGGTAACTCAGCTA-1 GGGTAACTCTAGTG-1 GGGTAACTCTGGAT-1
#> "01" "01" "01" "04" "01"
#> GGGTTAACGTGCAT-1 GGTAAAGAGCTAAC-1 GGTACAACTGCAAC-1 GGTACATGAAAGCA-1 GGTACATGAGCTCA-1
#> "03" "03" "01" "04" "01"
#> GGTACATGCGGTAT-1 GGTACATGGTTACG-1 GGTACATGTGGGAG-1 GGTACTGAACTCTT-1 GGTAGTACACCACA-1
#> "01" "01" "01" "02" "01"
#> GGTAGTACACTAGC-1 GGTAGTACCCTGTC-1 GGTAGTACGCCATA-1 GGTAGTACTGTCTT-1 GGTATCGAGACAAA-1
#> "02" "01" "02" "01" "02"
#> GGTATCGATGAACC-1 GGTCAAACCAAAGA-1 GGTCTAGAGAAACA-1 GGTCTAGATAGCGT-1 GGTGATACCGACTA-1
#> "04" "01" "02" "02" "04"
#> GGTGATACGACTAC-1 GGTGATACTGTTTC-1 GGTGGAGAAACGGG-1 GGTGGAGAAGTAGA-1 GGTGGAGACAGATC-1
#> "02" "01" "03" "01" "03"
#> GGTGGAGATCGATG-1 GGTGGAGATCTCTA-1 GGTGGAGATTACTC-1 GGTTTACTACGCAT-1 GTAACGTGACCTCC-1
#> "01" "02" "03" "03" "02"
#> GTAACGTGATCGGT-1 GTAACGTGCAGCTA-1 GTAACGTGGTTGAC-1 GTAAGCACAACGGG-1 GTAAGCACTCATTC-1
#> "04" "04" "04" "01" "04"
#> GTAAGCTGGTACCA-1 GTAATAACCTTCTA-1 GTAATAACGTTGTG-1 GTACCCTGACAGTC-1 GTACCCTGGAGCTT-1
#> "02" "02" "01" "02" "01"
#> GTACCCTGTCCTTA-1 GTACCCTGTGAACC-1 GTACGTGAACGTTG-1 GTACTTTGTCGACA-1 GTAGACTGAGATGA-1
#> "03" "01" "03" "01" "02"
#> GTAGACTGTATTCC-1 GTAGCAACAGTCGT-1 GTAGCAACCATTTC-1 GTAGCAACGGTAGG-1 GTAGCATGCACTCC-1
#> "01" "02" "04" "02" "04"
#> GTAGCATGTAAGCC-1 GTAGCCCTGACGTT-1 GTAGCTGAAGCTAC-1 GTAGCTGAATTCGG-1 GTAGGTACACGGGA-1
#> "02" "01" "02" "01" "02"
#> GTAGTGACCTCATT-1 GTAGTGTGAGCGGA-1 GTAGTGTGAGGCGA-1 GTAGTGTGTGGTTG-1 GTATCACTGGTAGG-1
#> "01" "03" "02" "01" "02"
#> GTATCTACAGAAGT-1 GTATCTACGACGAG-1 GTATCTACGTTACG-1 GTATTAGAAACAGA-1 GTATTAGAGGTCTA-1
#> "03" "03" "01" "03" "01"
#> GTATTCACACAGCT-1 GTATTCACGGGTGA-1 GTCAACGACACTGA-1 GTCAACGAGTGTAC-1 GTCAATCTACACCA-1
#> "01" "03" "01" "02" "01"
#> GTCAATCTGTAGCT-1 GTCAATCTTGTGGT-1 GTCACCTGCCTCCA-1 GTCACCTGTCCCGT-1 GTCATACTAATCGC-1
#> "03" "01" "01" "01" "04"
#> GTCATACTGCGATT-1 GTCATACTTCGCCT-1 GTCATACTTTACCT-1 GTCATACTTTGACG-1 GTCCAAGAAAAACG-1
#> "03" "03" "03" "01" "01"
#> GTCCACTGACCTCC-1 GTCCACTGGGTACT-1 GTCCAGCTACGGGA-1 GTCCCATGTGGTGT-1 GTCGAATGAAGGCG-1
#> "01" "02" "01" "02" "02"
#> GTCGACCTGAATGA-1 GTCGACCTGTTCAG-1 GTCGCACTTGAGAA-1 GTCTAACTGGTCTA-1 GTCTAGGAGCTTCC-1
#> "03" "01" "04" "02" "02"
#> GTGAACACACTCTT-1 GTGAACACTCAGGT-1 GTGACCCTTAAGCC-1 GTGATGACAAGTGA-1 GTGATGACCTGAGT-1
#> "01" "01" "01" "01" "04"
#> GTGATGACGGTTTG-1 GTGATTCTCATTTC-1 GTGATTCTCTCTCG-1 GTGATTCTGGTTCA-1 GTGATTCTGTCGAT-1
#> "01" "01" "02" "03" "01"
#> GTGATTCTTAGCGT-1 GTGCCACTCAGGAG-1 GTGGATTGCACTAG-1 GTGGATTGCGGAGA-1 GTGGATTGTAACGC-1
#> "04" "01" "02" "01" "01"
#> GTGTACGATCAGTG-1 GTGTAGTGGGTACT-1 GTGTATCTAGCCTA-1 GTGTATCTAGTAGA-1 GTGTATCTGTTACG-1
#> "01" "01" "04" "03" "04"
#> GTGTCAGAAGCGTT-1 GTTAAAACCGAGAG-1 GTTAAATGCTCGAA-1 GTTAAATGTCGACA-1 GTTAACCTAGCTAC-1
#> "03" "03" "01" "04" "01"
#> GTTAACCTTGCTTT-1 GTTAGGTGCACTCC-1 GTTAGGTGCCAGTA-1 GTTAGGTGCCCAAA-1 GTTAGGTGGAACTC-1
#> "02" "01" "02" "02" "04"
#> GTTAGTCTAAGAAC-1 GTTATAGAGGACAG-1 GTTATGCTTTCATC-1 GTTCAACTGGGACA-1 GTTCAACTTATGCG-1
#> "01" "01" "01" "03" "01"
#> GTTGACGAGCCCTT-1 GTTGACGATATCGG-1 GTTGAGTGGTCTTT-1 GTTGAGTGTGCTTT-1 GTTGATCTGGGACA-1
#> "03" "03" "02" "01" "01"
#> GTTGATCTTTTCAC-1 GTTGGATGTTTACC-1 GTTGTACTATTCCT-1 GTTGTACTTTTGGG-1 GTTTAAGACCATGA-1
#> "03" "02" "02" "01" "02"
#> GTTTAAGACTGTCC-1 TAAACAACCAACCA-1 TAAACAACGAATCC-1 TAAAGACTCAGGAG-1 TAAATCGATGAGGG-1
#> "03" "01" "04" "01" "01"
#> TAACAATGTGCCCT-1 TAACACCTTCGCTC-1 TAACACCTTCGTAG-1 TAACACCTTGTTTC-1 TAACATGACACTAG-1
#> "04" "02" "02" "03" "04"
#> TAACCGGACTTACT-1 TAACGTCTCAACCA-1 TAACGTCTCATTGG-1 TAACTAGAATTTCC-1 TAACTAGACTTAGG-1
#> "01" "02" "01" "01" "01"
#> TAACTAGATCTGGA-1 TAACTCACGAGGAC-1 TAACTCACGTACAC-1 TAACTCACGTATCG-1 TAACTCACTCTACT-1
#> "01" "02" "04" "02" "03"
#> TAAGAACTGTGTCA-1 TAAGAGGACTAAGC-1 TAAGAGGACTTGTT-1 TAAGATACGGTTCA-1 TAAGATTGCGTAGT-1
#> "02" "04" "03" "02" "01"
#> TAAGATTGTTGCTT-1 TAAGCGTGAGGTTC-1 TAAGCGTGGACAAA-1 TAAGCGTGGGAAAT-1 TAAGCGTGTGCTCC-1
#> "01" "02" "02" "01" "02"
#> TAAGGCTGCCATGA-1 TAAGGCTGCTGCTC-1 TAAGGCTGTCTCGC-1 TAAGGGCTGCTGTA-1 TAAGGGCTTTACTC-1
#> "01" "01" "02" "03" "01"
#> TAAGTAACCGAGAG-1 TAAGTAACCTCCAC-1 TAAGTAACCTGTAG-1 TAAGTAACTTGTCT-1 TAATGATGAGCGGA-1
#> "04" "04" "01" "01" "01"
#> TAATGCCTCATGAC-1 TAATGCCTCGTCTC-1 TAATGTGAAGATGA-1 TAATGTGACTGCAA-1 TAATGTGATTACTC-1
#> "01" "03" "01" "02" "01"
#> TACAAATGGGTACT-1 TACAATGAAAACAG-1 TACAATGACTTAGG-1 TACAATGATGCTAG-1 TACACACTCACACA-1
#> "01" "02" "01" "01" "01"
#> TACACACTCTTACT-1 TACATAGAACGCAT-1 TACATCACACGGGA-1 TACATCACCTGTTT-1 TACATCACGCTAAC-1
#> "01" "01" "01" "02" "04"
#> TACATCACTGAACC-1 TACCATTGAGGTTC-1 TACCATTGCGGGAA-1 TACCATTGGGGATG-1 TACCATTGTGAGGG-1
#> "02" "01" "02" "02" "02"
#> TACCGGCTGTTGGT-1 TACGAGTGATCTCT-1 TACGAGTGATGCTG-1 TACGAGTGCGGAGA-1 TACGAGTGGTTGGT-1
#> "01" "01" "02" "01" "01"
#> TACGATCTAGTGTC-1 TACGATCTCACTGA-1 TACGATCTTACGAC-1 TACGCAGAGAATCC-1 TACGCCACATTCCT-1
#> "01" "02" "03" "03" "01"
#> TACGCCACTCCCAC-1 TACGCCACTCCGAA-1 TACGGAACGCGTTA-1 TACGGCCTGGGACA-1 TACGTACTACGGAG-1
#> "02" "04" "04" "03" "01"
#> TACGTACTCAGTTG-1 TACGTACTCCCGTT-1 TACGTTACAGAAGT-1 TACGTTACCAAGCT-1 TACTAAGAAAGGTA-1
#> "01" "04" "01" "02" "04"
#> TACTAAGAATCACG-1 TACTAAGATGATGC-1 TACTAAGATTGCGA-1 TACTACACGAGAGC-1 TACTACACTTACCT-1
#> "01" "02" "01" "01" "04"
#> TACTACTGAACCTG-1 TACTACTGATGTCG-1 TACTACTGATTCTC-1 TACTACTGTATGGC-1 TACTCAACGGTCTA-1
#> "02" "03" "01" "01" "02"
#> TACTCAACTGCTAG-1 TACTCCCTCAGTTG-1 TACTCTGAATCGAC-1 TACTCTGACGAGTT-1 TACTCTGATTGACG-1
#> "04" "01" "03" "01" "04"
#> TACTGGGATCGATG-1 TACTGTTGAAAGCA-1 TACTGTTGAGGCGA-1 TACTGTTGCTGAAC-1 TACTTGACTCCTCG-1
#> "01" "01" "03" "04" "03"
#> TACTTGACTGGTGT-1 TACTTTCTTTTGGG-1 TAGAAACTAATCGC-1 TAGAAACTGCTTCC-1 TAGAAACTGGGATG-1
#> "04" "01" "01" "02" "03"
#> TAGAATTGCGACAT-1 TAGAATTGTATCGG-1 TAGACGTGCTTGAG-1 TAGACGTGTCGCTC-1 TAGAGCACCTTACT-1
#> "01" "01" "01" "01" "04"
#> TAGATTGACTTGTT-1 TAGATTGAGGCATT-1 TAGCATCTCAGCTA-1 TAGCATCTCCCTCA-1 TAGCATCTGCTGTA-1
#> "04" "01" "03" "01" "02"
#> TAGCATCTGGGACA-1 TAGCATCTTGTCGA-1 TAGCCCACAAAAGC-1 TAGCCCACAGCCAT-1 TAGCCCACAGCTAC-1
#> "01" "01" "01" "03" "03"
#> TAGCCCACCCACAA-1 TAGCCCTGCGGAGA-1 TAGCCGCTTACGAC-1 TAGCCGCTTACTTC-1 TAGCCGCTTTCCAT-1
#> "01" "01" "01" "03" "02"
#> TAGCTACTGAATAG-1 TAGCTACTGTAGCT-1 TAGCTACTTTTGCT-1 TAGGACTGTGCTGA-1 TAGGAGCTAAGGCG-1
#> "04" "01" "01" "01" "04"
#> TAGGAGCTGAGGGT-1 TAGGAGCTTGCATG-1 TAGGCAACCGTCTC-1 TAGGCATGCTCTCG-1 TAGGCATGGCGAGA-1
#> "01" "04" "04" "03" "03"
#> TAGGCTGATGCCTC-1 TAGGGACTGAACTC-1 TAGGTCGACACTGA-1 TAGGTCGAGGATCT-1 TAGGTGACACACTG-1
#> "02" "03" "01" "04" "01"
#> TAGGTGACACGTTG-1 TAGGTGTGTTCTGT-1 TAGGTTCTGAAGGC-1 TAGGTTCTTCTTAC-1 TAGGTTCTTGCTGA-1
#> "04" "03" "01" "02" "02"
#> TAGTAAACCTCGCT-1 TAGTAAACGTCACA-1 TAGTAATGAGATCC-1 TAGTACCTAAGAAC-1 TAGTATGATCTTAC-1
#> "01" "01" "01" "02" "04"
#> TAGTATGATTCTCA-1 TAGTCTTGGCTGTA-1 TAGTCTTGGGACTT-1 TAGTCTTGTGGAAA-1 TAGTGGTGAAGTGA-1
#> "01" "01" "01" "03" "03"
#> TAGTTAGAACCACA-1 TAGTTAGATGAACC-1 TATAAGACAACAGA-1 TATAAGACAGCTCA-1 TATAAGTGACACCA-1
#> "03" "01" "01" "02" "02"
#> TATAAGTGTATCGG-1 TATAAGTGTGGTGT-1 TATACAGAACCCTC-1 TATACAGAAGAACA-1 TATACAGATCCAGA-1
#> "02" "02" "01" "01" "01"
#> TATACCACCTGATG-1 TATACGCTACCAAC-1 TATAGATGGACGGA-1 TATAGATGTTCCGC-1 TATCCAACCAGCTA-1
#> "04" "01" "01" "02" "02"
#> TATCCAACTCTCTA-1 TATCGACTACTAGC-1 TATCGACTCGATAC-1 TATCGTACAGATGA-1 TATCGTACATTCCT-1
#> "03" "01" "02" "01" "02"
#> TATCTCGAGAGATA-1 TATCTGACAGGTTC-1 TATCTGACTGTTTC-1 TATCTTCTAAACAG-1 TATGAATGGAGGAC-1
#> "01" "03" "01" "01" "03"
#> TATGAATGTTTGCT-1 TATGCGGATAACCG-1 TATGGGTGCATCAG-1 TATGGGTGCTAGCA-1 TATGGTCTCTACCC-1
#> "02" "01" "03" "04" "01"
#> TATGTCACGGAACG-1 TATGTCACTAACCG-1 TATGTCACTTCTCA-1 TATGTGCTCCGATA-1 TATGTGCTGGATTC-1
#> "04" "02" "04" "02" "01"
#> TATTGCTGAAGAAC-1 TATTGCTGCCGTTC-1 TATTGCTGTCTGGA-1 TATTGCTGTGCACA-1 TATTTCCTATTGGC-1
#> "02" "04" "01" "01" "02"
#> TATTTCCTGGAGGT-1 TATTTCCTGGTGTT-1 TCAACACTGTTTGG-1 TCAAGGACAGCGTT-1 TCAAGGACATTCTC-1
#> "03" "01" "03" "01" "03"
#> TCAAGGACGGTGTT-1 TCAATCACACTCTT-1 TCAATCACAGTCGT-1 TCACAACTATGTGC-1 TCACAACTTTGCTT-1
#> "02" "03" "02" "01" "02"
#> TCACATACACTTTC-1 TCACATACAGGGTG-1 TCACCCGAGACGGA-1 TCACCGTGCTCGCT-1 TCACCTCTACGACT-1
#> "01" "01" "02" "02" "03"
#> TCACCTCTTCCAAG-1 TCACGAGAGGAGGT-1 TCACTATGGGGCAA-1 TCACTATGGTTGTG-1 TCAGACGACGCTAA-1
#> "02" "04" "03" "04" "01"
#> TCAGACGACGTTAG-1 TCAGAGACTCCAGA-1 TCAGCAGACTCCAC-1 TCAGCGCTCTAGTG-1 TCAGCGCTGGATCT-1
#> "03" "01" "01" "01" "04"
#> TCAGCGCTGGTATC-1 TCAGGATGAAGTAG-1 TCAGGATGCCTTTA-1 TCAGTGGAAGATCC-1 TCAGTTACCTACGA-1
#> "01" "01" "02" "03" "02"
#> TCAGTTACTAGAAG-1 TCATCAACCCGATA-1 TCATCAACTGTTCT-1 TCATCATGCAGTTG-1 TCATCCCTTACTGG-1
#> "01" "01" "02" "01" "01"
#> TCATTCGATACAGC-1 TCCACGTGGAAACA-1 TCCACTCTACACTG-1 TCCACTCTGAGCTT-1 TCCACTCTTACTTC-1
#> "02" "01" "01" "02" "04"
#> TCCATAACAAAGTG-1 TCCATAACCGTAGT-1 TCCATAACGATGAA-1 TCCATAACTACGCA-1 TCCATCCTCCCTAC-1
#> "01" "04" "01" "01" "03"
#> TCCCACGATCATTC-1 TCCCATCTCAAAGA-1 TCCCGAACACAGTC-1 TCCCGAACTTCGCC-1 TCCCGATGAGATCC-1
#> "01" "02" "03" "02" "01"
#> TCCCGATGCCTGAA-1 TCCCTACTCAACTG-1 TCCGAAGACAATCG-1 TCCGAAGACGTTAG-1 TCCGGACTGAGGTG-1
#> "02" "04" "02" "01" "01"
#> TCCGGACTGTACGT-1 TCCTAAACATCGAC-1 TCCTAAACCGAGAG-1 TCCTAAACCGCATA-1 TCCTAATGGTTTGG-1
#> "01" "01" "01" "03" "03"
#> TCCTACCTGTCGTA-1 TCCTATGAAAAGCA-1 TCGAATCTCTGGTA-1 TCGACCTGCCGATA-1 TCGACGCTTCTATC-1
#> "01" "03" "03" "02" "02"
#> TCGACGCTTTGACG-1 TCGAGAACGACAGG-1 TCGAGAACGTTAGC-1 TCGAGCCTATCAGC-1 TCGAGCCTGCGAGA-1
#> "01" "01" "03" "04" "01"
#> TCGAGCCTTGTGAC-1 TCGATACTATTCCT-1 TCGATACTTGCACA-1 TCGATTTGATGCCA-1 TCGATTTGCACTCC-1
#> "01" "01" "01" "02" "01"
#> TCGATTTGCAGCTA-1 TCGATTTGCCTACC-1 TCGATTTGTCGTGA-1 TCGCAGCTAGATCC-1 TCGCCATGAGACTC-1
#> "03" "02" "04" "01" "01"
#> TCGCCATGTGGTCA-1 TCGGACCTAACAGA-1 TCGGACCTATAAGG-1 TCGGACCTGTACAC-1 TCGGTAGAGTAGGG-1
#> "04" "01" "04" "01" "01"
#> TCGGTAGATCCCAC-1 TCGTAGGATCGACA-1 TCGTTATGGACAAA-1 TCTAACACCAGTTG-1 TCTAACACGAGCAG-1
#> "04" "01" "01" "03" "02"
#> TCTAACTGAACCAC-1 TCTAAGCTAATGCC-1 TCTAAGCTTAGTCG-1 TCTAAGCTTCTAGG-1 TCTAAGCTTGTTCT-1
#> "01" "01" "03" "02" "02"
#> TCTAAGCTTTCGCC-1 TCTACAACGACTAC-1 TCTAGACTTAGAAG-1 TCTAGTTGCACCAA-1 TCTATGTGAAGAGT-1
#> "04" "02" "02" "02" "02"
#> TCTATGTGAGTCTG-1 TCTCAAACCTAAGC-1 TCTCTAGAATTTCC-1 TCTGATACACGTGT-1 TCTGATACTCGCCT-1
#> "01" "04" "01" "01" "01"
#> TCTTACGAACCTGA-1 TCTTCAGAGCTACA-1 TCTTGATGCGGAGA-1 TGAAATTGGTGAGG-1 TGAACCGAAAACGA-1
#> "02" "02" "01" "02" "01"
#> TGAACCGACTACTT-1 TGAACCGATTCGGA-1 TGAAGCACTCACGA-1 TGAAGCTGAACGAA-1 TGAAGCTGCATGGT-1
#> "02" "02" "01" "01" "04"
#> TGAAGCTGCGTAAC-1 TGAATAACCACTTT-1 TGAATAACTCCCAC-1 TGACACGACCTTAT-1 TGACCAGACAACCA-1
#> "01" "01" "03" "04" "01"
#> TGACCAGAGGATTC-1 TGACCGCTAAAAGC-1 TGACCGCTCTGCAA-1 TGACGATGCAAAGA-1 TGACGCCTGTACCA-1
#> "01" "01" "01" "02" "01"
#> TGACGCCTTTACTC-1 TGACTGGAAGAGAT-1 TGACTGGACCGTAA-1 TGACTGGACGCAAT-1 TGACTGGAGGACAG-1
#> "03" "02" "01" "01" "04"
#> TGACTGGATTCTCA-1 TGACTTACACACCA-1 TGACTTACAGTCTG-1 TGACTTTGCGCATA-1 TGACTTTGTTTGTC-1
#> "01" "01" "02" "01" "01"
#> TGAGACACAAGGTA-1 TGAGACACTCAAGC-1 TGAGCTGAATGCTG-1 TGAGCTGACTGGAT-1 TGAGCTGATGCTAG-1
#> "01" "01" "02" "02" "02"
#> TGAGGACTCTCATT-1 TGAGGACTTCATTC-1 TGAGGTACGAACCT-1 TGAGTCGAGTTACG-1 TGAGTGACTGAGCT-1
#> "02" "01" "02" "04" "01"
#> TGATAAACGAATCC-1 TGATAAACTCCGTC-1 TGATAAACTTTCAC-1 TGATACCTCACTAG-1 TGATACCTGTTGGT-1
#> "01" "03" "01" "02" "01"
#> TGATACCTTATGCG-1 TGATACCTTGAAGA-1 TGATATGAACCTTT-1 TGATCACTAGCATC-1 TGATCACTCTCGCT-1
#> "01" "01" "01" "03" "01"
#> TGATCACTTCTACT-1 TGATCGGACTGACA-1 TGATCGGAGGAGCA-1 TGATCGGATATGCG-1 TGATTAGACATTGG-1
#> "04" "02" "04" "02" "01"
#> TGATTAGATGACTG-1 TGATTAGATGCTAG-1 TGATTCACTATGCG-1 TGATTCACTGTCAG-1 TGATTCTGCCGAAT-1
#> "04" "01" "01" "04" "01"
#> TGATTCTGCTCTTA-1 TGCAAGTGAGAACA-1 TGCAAGTGGGTAGG-1 TGCAATCTTCAGGT-1 TGCACAGACGACAT-1
#> "01" "01" "02" "02" "03"
#> TGCCAAGAGCAGTT-1 TGCCAAGATCTCTA-1 TGCCACTGAACGTC-1 TGCCACTGCGATAC-1 TGCCAGCTTGGCAT-1
#> "02" "01" "01" "03" "01"
#> TGCCCAACAGCAAA-1 TGCCCAACCGCATA-1 TGCCGACTCTCCCA-1 TGCGAAACAGTCAC-1 TGCGAAACGTTGCA-1
#> "01" "02" "04" "04" "04"
#> TGCGATGAACGGTT-1 TGCGATGACCTCGT-1 TGCGATGACTAGTG-1 TGCGATGACTGCTC-1 TGCGATGACTTGCC-1
#> "01" "01" "04" "04" "04"
#> TGCGATGAGTGCTA-1 TGCGCACTCTTGAG-1 TGCGTAGAATAAGG-1 TGCGTAGACGGGAA-1 TGCGTAGATGGTCA-1
#> "02" "02" "02" "04" "02"
#> TGCTAGGAAACCGT-1 TGCTAGGATAGTCG-1 TGCTATACGGTTCA-1 TGCTATACTGCTGA-1 TGCTGAGAGAGCAG-1
#> "03" "01" "02" "03" "03"
#> TGCTGAGATTATCC-1 TGGAAAGACTCTCG-1 TGGAAAGAGCGATT-1 TGGAAAGAGGTCAT-1 TGGAAAGATATGGC-1
#> "01" "04" "01" "02" "01"
#> TGGAACACAAACAG-1 TGGAACACGCTAAC-1 TGGAAGCTCAGATC-1 TGGACCCTACACTG-1 TGGACCCTCATGGT-1
#> "03" "01" "01" "02" "01"
#> TGGACCCTGGTACT-1 TGGACTGAGTATGC-1 TGGAGACTATCAGC-1 TGGAGACTTCAAGC-1 TGGAGACTTGACCA-1
#> "02" "01" "02" "01" "03"
#> TGGAGGGACGGAGA-1 TGGAGGGAGCTATG-1 TGGATCGATAAAGG-1 TGGATGTGACCTAG-1 TGGATGTGTGAAGA-1
#> "02" "01" "01" "04" "04"
#> TGGATTCTCATACG-1 TGGCAATGCTTGTT-1 TGGCACCTTCACGA-1 TGGCACCTTCAGTG-1 TGGGTATGAAGAGT-1
#> "01" "04" "01" "02" "01"
#> TGGGTATGCACAAC-1 TGGGTATGGTACGT-1 TGGGTATGTTTGGG-1 TGGTAGACATGCCA-1 TGGTAGACCCTCAC-1
#> "01" "04" "02" "01" "03"
#> TGGTAGACCTGATG-1 TGGTAGTGCACTGA-1 TGGTATCTAAACAG-1 TGGTATCTCTTCCG-1 TGGTCAGACCCAAA-1
#> "01" "02" "01" "01" "01"
#> TGGTTACTGACGTT-1 TGGTTACTGTTCTT-1 TGTAACCTAGAGGC-1 TGTAACCTTGCCTC-1 TGTAATGACACAAC-1
#> "02" "01" "01" "02" "03"
#> TGTAATGAGGTAAA-1 TGTACTTGCTCTAT-1 TGTAGGTGCGAGAG-1 TGTAGGTGCTATGG-1 TGTAGGTGCTCTAT-1
#> "03" "02" "04" "01" "02"
#> TGTAGGTGTGCTGA-1 TGTAGTCTTCCAGA-1 TGTAGTCTTGCACA-1 TGTATCTGTTAGGC-1 TGTATGCTCATGGT-1
#> "01" "01" "03" "01" "04"
#> TGTATGCTGTAGGG-1 TGTATGCTTTCATC-1 TGTCAGGAATACCG-1 TGTCAGGAGATGAA-1 TGTCTAACCCCTTG-1
#> "01" "01" "01" "02" "01"
#> TGTGACGATTCTCA-1 TGTGAGACTGTCAG-1 TGTGAGACTTGAGC-1 TGTGAGTGACCACA-1 TGTGAGTGAGTGCT-1
#> "03" "02" "01" "01" "02"
#> TGTGAGTGGAGATA-1 TGTGATCTCTCTAT-1 TGTGATCTGACACT-1 TGTGGATGGCCAAT-1 TGTTAAGACAAAGA-1
#> "03" "04" "01" "04" "02"
#> TGTTAAGATAAGGA-1 TGTTACACCGCATA-1 TGTTACACGACTAC-1 TGTTACTGGCTACA-1 TGTTACTGTAGTCG-1
#> "02" "02" "02" "03" "03"
#> TTAACCACCGTAAC-1 TTAACCACTAAGGA-1 TTAACCACTCAGAC-1 TTACACACGTGTTG-1 TTACACACTCCTAT-1
#> "01" "03" "01" "01" "01"
#> TTACCATGAATCGC-1 TTACCATGGTTGAC-1 TTACCATGTGTCTT-1 TTACCATGTTGTGG-1 TTACGACTGAGAGC-1
#> "02" "01" "03" "04" "01"
#> TTACGACTTGACAC-1 TTACGTACGTTCAG-1 TTACTCGAAGAATG-1 TTACTCGACGCAAT-1 TTACTCGAGGGTGA-1
#> "02" "03" "02" "02" "01"
#> TTACTCGATCTACT-1 TTAGAATGTGGTGT-1 TTAGAATGTGTAGC-1 TTAGACCTCCTACC-1 TTAGACCTCCTTTA-1
#> "03" "01" "01" "01" "02"
#> TTAGCTACAACCGT-1 TTAGCTACTGTCCC-1 TTAGCTACTTTCGT-1 TTAGGGACGCGAAG-1 TTAGGGTGCTGGAT-1
#> "01" "02" "01" "01" "04"
#> TTAGGGTGTCCTGC-1 TTAGGTCTACTTTC-1 TTAGTCACCAGTTG-1 TTAGTCTGAAAGCA-1 TTAGTCTGCCAACA-1
#> "02" "02" "01" "04" "03"
#> TTAGTCTGTGCACA-1 TTATCCGACTAGTG-1 TTATCCGAGAAAGT-1 TTATGAGAGATAAG-1 TTATGCACGTCACA-1
#> "01" "04" "02" "01" "04"
#> TTATGGCTTATGGC-1 TTATTCCTATGCTG-1 TTATTCCTGGACAG-1 TTATTCCTGGTACT-1 TTATTCCTTCGTGA-1
#> "02" "02" "04" "04" "01"
#> TTCAAAGATAAAGG-1 TTCAACACAACAGA-1 TTCAACACCCCAAA-1 TTCAACACGGACGA-1 TTCAAGCTAAGAAC-1
#> "01" "01" "02" "02" "02"
#> TTCAAGCTAGATGA-1 TTCAAGCTGTTGAC-1 TTCAAGCTTGATGC-1 TTCAAGCTTTCGCC-1 TTCACAACCCGTTC-1
#> "01" "01" "01" "01" "02"
#> TTCACAACGTCTGA-1 TTCAGACTACCCAA-1 TTCAGACTCTCGAA-1 TTCAGTACCGACTA-1 TTCAGTACTCAAGC-1
#> "02" "01" "01" "01" "01"
#> TTCAGTACTCCTAT-1 TTCAGTTGCCAAGT-1 TTCAGTTGTCCTTA-1 TTCAGTTGTCTAGG-1 TTCAGTTGTCTCGC-1
#> "02" "01" "02" "01" "04"
#> TTCATCGAGGTGGA-1 TTCATGTGTGGTGT-1 TTCATTCTATGTCG-1 TTCATTCTTCTCTA-1 TTCCAAACCTATGG-1
#> "02" "01" "02" "01" "02"
#> TTCCAAACCTCCCA-1 TTCCAAACTCCCAC-1 TTCCAAACTTGACG-1 TTCCATGACGAGAG-1 TTCCATGACTGTCC-1
#> "04" "03" "03" "02" "01"
#> TTCCCACTTGAGGG-1 TTCCCACTTGTCTT-1 TTCCTAGAAAGTGA-1 TTCCTAGACTAGTG-1 TTCGAGGACTCTAT-1
#> "03" "02" "01" "02" "01"
#> TTCGAGGAGGGCAA-1 TTCGAGGATAGAAG-1 TTCGATTGAGCATC-1 TTCGGAGAATGCCA-1 TTCGGAGATGTGCA-1
#> "01" "02" "01" "02" "01"
#> TTCGTATGAAAAGC-1 TTCGTATGGATAGA-1 TTCGTATGGTCTGA-1 TTCGTATGTCCTTA-1 TTCTACGAACGTAC-1
#> "03" "03" "01" "02" "01"
#> TTCTACGAGTTGGT-1 TTCTAGTGACACGT-1 TTCTAGTGCATGAC-1 TTCTAGTGGAGAGC-1 TTCTAGTGGTCACA-1
#> "01" "01" "02" "03" "02"
#> TTCTCAGAAGAGAT-1 TTCTCAGAAGCATC-1 TTCTCAGATGGAGG-1 TTCTGATGGAGACG-1 TTCTTACTCTGGAT-1
#> "01" "04" "01" "03" "02"
#> TTGAACCTCCTTGC-1 TTGAATGAACTACG-1 TTGAATGACTTACT-1 TTGAATGATCTCAT-1 TTGACACTCTGTAG-1
#> "04" "02" "01" "04" "01"
#> TTGACACTGATAAG-1 TTGAGGACAGAACA-1 TTGAGGACTACGCA-1 TTGAGGTGGACGGA-1 TTGCATTGAGCTAC-1
#> "04" "02" "02" "01" "01"
#> TTGCATTGCTAAGC-1 TTGCATTGTGACTG-1 TTGCTAACACCAAC-1 TTGCTAACACGCTA-1 TTGCTAACCACTCC-1
#> "02" "01" "01" "02" "01"
#> TTGCTATGGTACGT-1 TTGCTATGGTAGGG-1 TTGGAGACCAATCG-1 TTGGAGACGCTATG-1 TTGGAGACTATGGC-1
#> "02" "02" "01" "02" "04"
#> TTGGGAACTGAACC-1 TTGGTACTACTGGT-1 TTGGTACTCTTAGG-1 TTGGTACTGAATCC-1 TTGGTACTGGATTC-1
#> "01" "02" "01" "04" "04"
#> TTGTACACGTTGTG-1 TTGTACACTTGCAG-1 TTGTAGCTAGCTCA-1 TTGTAGCTCTCTTA-1 TTGTCATGGACGGA-1
#> "04" "01" "01" "04" "03"
#> TTTAGAGATCCTCG-1 TTTAGCTGATACCG-1 TTTAGCTGGATACC-1 TTTAGCTGTACTCT-1 TTTAGGCTCCTTTA-1
#> "04" "01" "02" "02" "02"
#> TTTATCCTGTTGTG-1 TTTCACGAGGTTCA-1 TTTCAGTGGAAGGC-1 TTTCAGTGTCACGA-1 TTTCAGTGTCTATC-1
#> "02" "01" "01" "04" "02"
#> TTTCAGTGTGCAGT-1 TTTCCAGAGGTGAG-1 TTTCGAACACCTGA-1 TTTCGAACTCTCAT-1 TTTCTACTGAGGCA-1
#> "04" "01" "04" "02" "04"
#> TTTCTACTTCCTCG-1 TTTGCATGAGAGGC-1 TTTGCATGCCTCAC-1
#> "04" "04" "01"
Heatmaps of the top rows:
top_rows_heatmap(res_rh)
Top rows on each node:
top_rows_overlap(res_rh, method = "upset")
UMAP plot which shows how samples are separated.
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 61),
method = "UMAP", top_value_method = "SD", top_n = 400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 61),
method = "UMAP", top_value_method = "ATC", top_n = 400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 131),
method = "UMAP", top_value_method = "SD", top_n = 400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 131),
method = "UMAP", top_value_method = "ATC", top_n = 400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 153),
method = "UMAP", top_value_method = "SD", top_n = 400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 153),
method = "UMAP", top_value_method = "ATC", top_n = 400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 169),
method = "UMAP", top_value_method = "SD", top_n = 400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 169),
method = "UMAP", top_value_method = "ATC", top_n = 400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 227),
method = "UMAP", top_value_method = "SD", top_n = 400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 227),
method = "UMAP", top_value_method = "ATC", top_n = 400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 807),
method = "UMAP", top_value_method = "SD", top_n = 400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 807),
method = "UMAP", top_value_method = "ATC", top_n = 400, scale_rows = TRUE)
Signatures on the heatmap are the union of all signatures found on every node on the hierarchy. The number of k-means on rows are automatically selected by the function.
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 61))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 131))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 153))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 169))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 227))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 807))
Compare signatures from different nodes:
compare_signatures(res_rh, verbose = FALSE)
If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs. Note it only works on every node and the final signatures
are the union of all signatures of all nodes.
# code only for demonstration
# e.g. to show the top 500 most significant rows on each node.
tb = get_signature(res_rh, top_signatures = 500)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 61))
#> Seurat_class
#> class 0
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 131))
#> Seurat_class
#> class 0
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 153))
#> Seurat_class
#> class 0
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 169))
#> Seurat_class
#> class 0
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 227))
#> Seurat_class
#> class 0
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 807))
#> Seurat_class
#> class 0
Child nodes: Node01-leaf , Node02 , Node03 , Node04 .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["0"]
A summary of res and all the functions that can be applied to it:
res
#> A 'DownSamplingConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 3664 rows and 500 columns, randomly sampled from 2638 columns.
#> Top rows (348) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 4.
#>
#> Following methods can be applied to this 'DownSamplingConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1 0.992 0.996 0.442 0.558 0.558
#> 3 3 1 0.975 0.990 0.319 0.826 0.698
#> 4 4 1 0.972 0.990 0.201 0.855 0.664
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 4
#> attr(,"optional")
#> [1] 2 3
There is also optional best \(k\) = 2 3 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
get_classes(res, k = 2)
#> class p
#> AAACATACAACCAC-1 1 0.000
#> AAACATTGAGCTAC-1 1 0.000
#> AAACATTGATCAGC-1 1 0.000
#> AAACCGTGCTTCCG-1 2 0.000
#> AAACCGTGTATGCG-1 2 1.000
#> AAACGCACTGGTAC-1 1 0.000
#> AAACGCTGACCAGT-1 1 0.000
#> AAACGCTGGTTCTT-1 1 0.000
#> AAACGCTGTAGCCA-1 1 0.000
#> AAACGCTGTTTCTG-1 2 0.000
#> AAACTTGAAAAACG-1 1 0.000
#> AAACTTGATCCAGA-1 1 0.000
#> AAAGAGACGAGATA-1 1 0.000
#> AAAGAGACGCGAGA-1 2 0.000
#> AAAGAGACGGACTT-1 1 0.000
#> AAAGAGACGGCATT-1 1 0.000
#> AAAGCAGATATCGG-1 2 0.000
#> AAAGCCTGTATGCG-1 1 0.000
#> AAAGGCCTGTCTAG-1 1 0.000
#> AAAGTTTGATCACG-1 1 0.000
#> AAAGTTTGGGGTGA-1 1 0.000
#> AAAGTTTGTAGAGA-1 1 0.000
#> AAAGTTTGTAGCGT-1 2 0.000
#> AAATCAACAATGCC-1 1 0.000
#> AAATCAACACCAGT-1 1 0.000
#> AAATCAACCAGGAG-1 1 0.000
#> AAATCAACCCTATT-1 2 0.000
#> AAATCAACGGAAGC-1 1 0.000
#> AAATCAACTCGCAA-1 1 0.000
#> AAATCATGACCACA-1 2 0.000
#> AAATCCCTCCACAA-1 1 0.000
#> AAATCCCTGCTATG-1 1 0.000
#> AAATGTTGAACGAA-1 2 0.000
#> AAATGTTGCCACAA-1 1 1.000
#> AAATGTTGTGGCAT-1 2 0.000
#> AAATTCGAAGGTTC-1 1 0.000
#> AAATTCGAATCACG-1 2 0.000
#> AAATTCGAGCTGAT-1 2 0.000
#> AAATTCGAGGAGTG-1 1 0.000
#> AAATTCGATTCTCA-1 1 0.000
#> AAATTGACACGACT-1 1 0.000
#> AAATTGACTCGCTC-1 1 0.000
#> AACAAACTCATTTC-1 1 0.000
#> AACAAACTTTCGTT-1 1 0.000
#> AACAATACGACGAG-1 1 0.000
#> AACACGTGCAGAGG-1 1 0.000
#> AACACGTGGAAAGT-1 1 0.000
#> AACACGTGGAACCT-1 2 0.000
#> AACACGTGGCTACA-1 1 0.000
#> AACACGTGTACGAC-1 2 0.000
#> AACAGCACAAGAGT-1 2 0.502
#> AACATTGATGGGAG-1 2 0.000
#> AACCAGTGATACCG-1 2 0.000
#> AACCCAGATCGCTC-1 1 0.000
#> AACCGATGCTCCCA-1 1 0.000
#> AACCGATGGTCATG-1 1 0.000
#> AACCGATGTTCTAC-1 2 0.000
#> AACCGCCTAGCGTT-1 1 0.000
#> AACCGCCTCTACGA-1 2 0.000
#> AACCTACTGTGAGG-1 2 0.000
#> AACCTACTGTGTTG-1 1 0.000
#> AACCTTACGAGACG-1 1 0.000
#> AACCTTACGCGAGA-1 2 1.000
#> AACCTTACTAACGC-1 2 0.000
#> AACCTTTGGACGGA-1 1 0.000
#> AACCTTTGTACGCA-1 2 0.000
#> AACGCAACAAGTAG-1 1 0.000
#> AACGCATGACCCAA-1 1 0.000
#> AACGCATGCCTTCG-1 1 0.000
#> AACGCATGTACTTC-1 1 0.000
#> AACGCCCTCGGGAA-1 1 0.000
#> AACGCCCTCGTACA-1 2 0.747
#> AACGCCCTGGCATT-1 1 1.000
#> AACGTCGAGTATCG-1 2 1.000
#> AACGTGTGAAAGCA-1 1 0.000
#> AACGTGTGGCGGAA-1 1 0.000
#> AACGTGTGTCCAAG-1 1 0.000
#> AACGTGTGTGCTTT-1 1 0.000
#> AACTACCTTAGAGA-1 1 0.000
#> AACTCACTCAAGCT-1 2 0.000
#> AACTCACTTGGAGG-1 2 0.000
#> AACTCGGAAAGTGA-1 1 0.000
#> AACTCGGAAGGTCT-1 2 0.000
#> AACTCTTGCAGGAG-1 1 0.000
#> AACTGTCTCCCTTG-1 2 0.000
#> AACTTGCTACGCTA-1 1 0.000
#> AACTTGCTGGGACA-1 1 0.000
#> AAGAACGAGTGTTG-1 1 0.000
#> AAGAAGACGTAGGG-1 1 0.249
#> AAGACAGAAGTCTG-1 1 0.000
#> AAGACAGAGGATCT-1 1 0.000
#> AAGACAGATTACCT-1 2 0.000
#> AAGAGATGGGTAGG-1 1 0.000
#> AAGATGGAAAACAG-1 1 0.000
#> AAGATGGAGAACTC-1 2 0.000
#> AAGATGGAGATAAG-1 2 0.000
#> AAGATTACAACCTG-1 1 0.000
#> AAGATTACAGATCC-1 2 0.000
#> AAGATTACCCGTTC-1 2 0.000
#> AAGATTACCGCCTT-1 2 0.000
#> AAGATTACCTCAAG-1 2 0.502
#> AAGATTACTCCTCG-1 2 0.249
#> AAGCAAGAGCGAGA-1 1 0.000
#> AAGCAAGAGCTTAG-1 1 1.000
#> AAGCAAGAGGTGTT-1 1 1.000
#> AAGCACTGAGCAAA-1 1 0.000
#> AAGCACTGCATACG-1 1 0.000
#> AAGCACTGGTTCTT-1 1 0.000
#> AAGCCAACGTGTTG-1 1 0.000
#> AAGCCATGAACTGC-1 2 0.000
#> AAGCCATGACACGT-1 2 0.000
#> AAGCCATGCGTGAT-1 1 0.000
#> AAGCCATGTCTCGC-1 1 0.253
#> AAGCCTGACATGCA-1 1 0.502
#> AAGCCTGACCGAAT-1 2 0.000
#> AAGCGACTCCTCAC-1 2 0.000
#> AAGCGACTGTGTCA-1 1 0.000
#> AAGCGACTTACAGC-1 1 0.000
#> AAGCGACTTTGACG-1 2 0.000
#> AAGCGTACGTCTTT-1 1 0.000
#> AAGGCTTGCGAACT-1 1 0.000
#> AAGGTCACGGTTAC-1 2 0.000
#> AAGGTCACTGTTTC-1 1 0.000
#> AAGGTCACTTCCCG-1 1 0.000
#> AAGGTCTGACAGTC-1 1 0.000
#> AAGGTCTGCAGATC-1 1 0.000
#> AAGTAACTCTGAAC-1 2 0.000
#> AAGTAACTGAGATA-1 1 0.000
#> AAGTAGGATACAGC-1 2 1.000
#> AAGTATACCGAACT-1 1 0.000
#> AAGTCCGACTTGTT-1 1 0.000
#> AAGTCCGATAGAAG-1 1 0.000
#> AAGTCTCTAGTCGT-1 1 0.000
#> AAGTCTCTCGGAGA-1 1 0.000
#> AAGTGGCTTGGAGG-1 1 0.000
#> AAGTTCCTCATTCT-1 2 0.000
#> AAGTTCCTTCTTAC-1 1 0.000
#> AATAAGCTCGAATC-1 1 0.000
#> AATAAGCTCGTTGA-1 1 0.000
#> AATACCCTGGACGA-1 1 0.000
#> AATACCCTGGCATT-1 1 0.000
#> AATACTGAAAGGGC-1 1 0.498
#> AATACTGAATTGGC-1 1 1.000
#> AATAGGGAACCCTC-1 1 0.000
#> AATAGGGAGAATGA-1 1 0.253
#> AATCAAACTATCGG-1 1 0.000
#> AATCCGGAATGCTG-1 1 1.000
#> AATCCTACCGGTAT-1 1 0.000
#> AATCCTTGACGGGA-1 2 0.000
#> AATCCTTGGTGAGG-1 2 1.000
#> AATCGGTGGAACTC-1 1 0.000
#> AATCGGTGTGCTTT-1 1 0.000
#> AATCTAGAAAAGTG-1 1 0.000
#> AATCTAGAATCGGT-1 1 0.000
#> AATCTCACAGCCTA-1 2 0.000
#> AATCTCACTCTAGG-1 1 0.000
#> AATCTCTGAACAGA-1 1 0.000
#> AATCTCTGCTTTAC-1 1 1.000
#> AATGATACACCAAC-1 1 0.747
#> AATGATACGGTCAT-1 2 0.000
#> AATGCGTGACACCA-1 1 0.000
#> AATGCGTGGACGGA-1 2 0.000
#> AATGCGTGGCTATG-1 1 0.000
#> AATGGAGAATCGTG-1 2 0.000
#> AATGGAGATCCTTA-1 1 0.000
#> AATGGCTGACACCA-1 1 0.000
#> AATGGCTGCGTGAT-1 1 0.000
#> AATGGCTGTAAAGG-1 1 0.000
#> AATGGCTGTACTCT-1 1 1.000
#> AATGGCTGTGAAGA-1 1 0.000
#> AATGTAACGGTGGA-1 1 0.000
#> AATGTCCTCTTCTA-1 1 0.000
#> AATGTTGACAGTCA-1 1 0.000
#> AATGTTGAGTTGAC-1 2 0.000
#> AATGTTGATCTACT-1 1 0.000
#> AATTACGAATTCCT-1 2 0.000
#> AATTACGACTTCTA-1 1 0.000
#> AATTACGAGTGAGG-1 1 0.000
#> AATTACGATTGGCA-1 1 0.000
#> AATTCCTGCTCAGA-1 1 0.000
#> AATTGATGTCGCAA-1 2 0.000
#> AATTGTGACTTGGA-1 1 0.000
#> ACAAAGGAGGGTGA-1 1 0.000
#> ACAAATTGATTCTC-1 2 0.000
#> ACAAATTGCTCAGA-1 2 0.000
#> ACAAATTGTTGCGA-1 1 1.000
#> ACAACCGAGGGATG-1 1 1.000
#> ACAACCGAGTTACG-1 1 0.000
#> ACAAGAGAAGTCGT-1 2 0.000
#> ACAAGAGACTTATC-1 1 0.000
#> ACAAGAGAGTTGAC-1 1 0.000
#> ACAATCCTAACCGT-1 1 0.000
#> ACAATCCTTAGCGT-1 1 0.000
#> ACAATTGACTGACA-1 1 0.000
#> ACAATTGATGACTG-1 1 1.000
#> ACACAGACCATACG-1 1 0.000
#> ACACCAGAGGGCAA-1 1 0.000
#> ACACCCTGGTGTTG-1 2 1.000
#> ACACGAACAGTTCG-1 1 0.000
#> ACACGATGACGCAT-1 1 1.000
#> ACACGATGATGTGC-1 2 0.000
#> ACACGATGTCGTAG-1 1 0.000
#> ACACGATGTGGTCA-1 1 0.000
#> ACAGACACGGCATT-1 1 0.000
#> ACAGACACGTTGTG-1 1 0.000
#> ACAGCAACACCTAG-1 2 0.253
#> ACAGCAACCTCAAG-1 2 0.000
#> ACAGGTACCCCACT-1 1 0.000
#> ACAGGTACGCTGTA-1 1 0.000
#> ACAGGTACTGGTGT-1 2 0.000
#> ACAGTCGACCCAAA-1 1 0.000
#> ACAGTCGACCGATA-1 1 0.249
#> ACAGTGACTCACCC-1 1 0.000
#> ACAGTGACTCTATC-1 1 0.000
#> ACAGTGTGGTCACA-1 1 0.000
#> ACAGTGTGTTGCGA-1 2 0.000
#> ACATCACTCTACTT-1 2 0.000
#> ACATGGTGAAGCCT-1 1 0.000
#> ACATGGTGCAACCA-1 1 0.000
#> ACATGGTGCGAGTT-1 1 0.000
#> ACATTCTGGCATAC-1 1 0.000
#> ACATTCTGGGAACG-1 2 0.000
#> ACCAACGACATGCA-1 1 0.000
#> ACCACAGAAAGTAG-1 1 0.000
#> ACCACAGAGTTGGT-1 1 0.000
#> ACCACCTGTGTGCA-1 1 0.000
#> ACCACGCTACAGCT-1 1 0.000
#> ACCACGCTACCCAA-1 1 0.000
#> ACCACGCTGCGAGA-1 1 0.000
#> ACCACGCTGCTGTA-1 1 0.000
#> ACCAGCCTGACAGG-1 1 0.000
#> ACCAGTGAACGGTT-1 1 0.000
#> ACCAGTGAATACCG-1 2 0.000
#> ACCAGTGAGGGATG-1 1 0.000
#> ACCAGTGATGACTG-1 2 0.000
#> ACCATTACCTTCTA-1 1 0.000
#> ACCATTACGAGATA-1 1 1.000
#> ACCATTTGTCATTC-1 1 0.000
#> ACCCAAGAACTGTG-1 1 1.000
#> ACCCAAGAATTCCT-1 2 0.000
#> ACCCAAGAGGACAG-1 1 0.000
#> ACCCAAGATTCACT-1 1 0.000
#> ACCCACTGCGCCTT-1 2 0.000
#> ACCCACTGGACAGG-1 1 0.000
#> ACCCACTGGTTCAG-1 2 1.000
#> ACCCACTGTCGTAG-1 2 0.000
#> ACCCAGCTCAGAAA-1 1 0.000
#> ACCCAGCTGTTAGC-1 2 0.000
#> ACCCAGCTTGCTTT-1 1 0.000
#> ACCCGTTGATGACC-1 1 0.000
#> ACCCGTTGCTGCAA-1 1 0.000
#> ACCCGTTGCTTCTA-1 1 0.000
#> ACCCTCGACCTATT-1 1 0.498
#> ACCCTCGACGGTAT-1 1 0.000
#> ACCCTCGATAAGGA-1 2 0.000
#> ACCCTCGATCAAGC-1 2 0.000
#> ACCGTGCTACCAGT-1 1 0.000
#> ACCGTGCTGGAACG-1 1 0.000
#> ACCTATTGCTGAGT-1 1 0.751
#> ACCTATTGTGCCCT-1 2 0.000
#> ACCTCCGAGTCCTC-1 1 0.000
#> ACCTCCGATATGCG-1 1 0.000
#> ACCTCCGATGCTGA-1 1 0.000
#> ACCTCGTGAACCAC-1 1 0.000
#> ACCTGAGATATCGG-1 2 0.000
#> ACCTGGCTAAGTAG-1 2 0.000
#> ACCTTTGACTCCCA-1 2 0.000
#> ACCTTTGAGGAACG-1 2 0.000
#> ACCTTTGAGGAAGC-1 2 0.000
#> ACGAACACCTTGTT-1 2 1.000
#> ACGAACTGGCTATG-1 2 0.000
#> ACGAAGCTCTCCAC-1 1 0.000
#> ACGAAGCTCTGAGT-1 1 0.249
#> ACGACCCTATCTCT-1 2 0.000
#> ACGACCCTGATGAA-1 1 0.000
#> ACGACCCTTGACAC-1 1 0.000
#> ACGACCCTTGACCA-1 1 0.000
#> ACGAGGGACAGGAG-1 2 0.000
#> ACGAGGGACGAACT-1 1 0.000
#> ACGAGGGATGTAGC-1 1 0.000
#> ACGAGTACCCTAAG-1 1 0.000
#> ACGAGTACGAATCC-1 1 0.000
#> ACGATCGAGGACTT-1 1 0.000
#> ACGATCGAGTCACA-1 2 0.000
#> ACGATGACAATGCC-1 1 0.000
#> ACGATGACTGGTCA-1 1 0.000
#> ACGATTCTACGGGA-1 1 0.000
#> ACGCAATGGTTCAG-1 1 1.000
#> ACGCACCTGTTAGC-1 1 0.000
#> ACGCCACTGAACTC-1 2 1.000
#> ACGCCGGAAACCAC-1 2 0.000
#> ACGCCGGAAAGCCT-1 1 0.000
#> ACGCCGGAAATGCC-1 1 0.000
#> ACGCCTTGCTCCCA-1 2 0.000
#> ACGCGGTGGCGAGA-1 1 0.000
#> ACGCGGTGTGTGGT-1 1 0.000
#> ACGCGGTGTTTGCT-1 1 0.249
#> ACGCTCACAGTACC-1 1 0.000
#> ACGCTCACCCTTGC-1 1 0.000
#> ACGCTGCTGTTCTT-1 2 0.000
#> ACGGAACTCAGATC-1 2 1.000
#> ACGGAACTGTCGTA-1 2 0.000
#> ACGGAGGACTCTTA-1 2 0.000
#> ACGGATTGGGAGGT-1 1 0.000
#> ACGGATTGGTTAGC-1 1 0.000
#> ACGGCTCTGAGCAG-1 1 0.000
#> ACGGCTCTTGCACA-1 1 0.000
#> ACGGTAACCGCTAA-1 1 0.000
#> ACGGTAACCTTCGC-1 1 0.000
#> ACGGTAACGGTGGA-1 1 0.000
#> ACGGTAACTCGCAA-1 1 0.000
#> ACGGTATGAGTCGT-1 2 0.000
#> ACGGTATGGGTATC-1 1 0.000
#> ACGGTATGGTTGTG-1 1 0.000
#> ACGGTCCTAACGGG-1 1 0.000
#> ACGGTCCTCGGGAA-1 1 0.000
#> ACGTAGACAACCAC-1 1 0.000
#> ACGTAGACTACAGC-1 1 0.000
#> ACGTCAGAAACGAA-1 1 0.000
#> ACGTCAGAGAGCTT-1 2 0.000
#> ACGTCAGAGGGATG-1 1 0.000
#> ACGTCCTGATAAGG-1 2 0.000
#> ACGTCCTGTGAACC-1 2 0.000
#> ACGTCGCTCCTGAA-1 2 0.000
#> ACGTCGCTCTATTC-1 2 1.000
#> ACGTCGCTTCTCAT-1 1 0.000
#> ACGTGATGCCATGA-1 2 0.000
#> ACGTGATGGGTCTA-1 1 0.000
#> ACGTGATGTAACCG-1 2 0.000
#> ACGTGATGTGACAC-1 2 1.000
#> ACGTGCCTCCGTAA-1 1 0.000
#> ACGTGCCTTCTATC-1 1 0.249
#> ACGTTACTTTCCAT-1 1 0.000
#> ACGTTGGAAAAGCA-1 1 0.000
#> ACGTTGGAAACCTG-1 1 0.249
#> ACGTTGGACCGTAA-1 2 0.000
#> ACGTTGGAGCCAAT-1 2 1.000
#> ACGTTGGATATGGC-1 1 0.000
#> ACGTTGGATCAGGT-1 2 0.000
#> ACGTTTACATCAGC-1 1 0.000
#> ACTAAAACCCACAA-1 1 0.000
#> ACTAAAACTCGACA-1 2 0.000
#> ACTACGGAATTTCC-1 1 0.000
#> ACTACGGACCTATT-1 1 0.000
#> ACTACGGATCGCTC-1 1 0.000
#> ACTACTACTAAGGA-1 1 0.000
#> ACTAGGTGGAACCT-1 1 0.000
#> ACTAGGTGGAACTC-1 1 0.000
#> ACTATCACCTTGGA-1 1 0.000
#> ACTATCACTGCCAA-1 1 0.000
#> ACTCAGGACTGAAC-1 1 0.000
#> ACTCAGGATCTATC-1 1 0.000
#> ACTCAGGATTCGTT-1 2 1.000
#> ACTCCTCTCAACTG-1 1 0.000
#> ACTCGCACGAAAGT-1 2 0.000
#> ACTCGCACTACGAC-1 2 0.000
#> ACTCTCCTGACACT-1 1 0.000
#> ACTCTCCTGCATAC-1 1 0.000
#> ACTCTCCTGTTTGG-1 1 0.000
#> ACTGAGACAACCAC-1 1 0.000
#> ACTGAGACCCATAG-1 2 0.000
#> ACTGAGACGTTGGT-1 1 0.000
#> ACTGCCACACACGT-1 1 0.751
#> ACTGCCACTCCGTC-1 2 1.000
#> ACTGGCCTTCAGTG-1 2 1.000
#> ACTGTGGACGTGTA-1 1 0.000
#> ACTGTGGATCTAGG-1 1 0.000
#> ACTGTTACCCACAA-1 2 0.000
#> ACTGTTACTGCAGT-1 1 0.000
#> ACTTAAGAACCACA-1 1 0.000
#> ACTTAAGATTACTC-1 2 0.000
#> ACTTAGCTGCGTAT-1 2 0.000
#> ACTTAGCTGGGAGT-1 1 0.000
#> ACTTCAACAAGCAA-1 1 1.000
#> ACTTCAACGTAGGG-1 1 1.000
#> ACTTCCCTTTCCGC-1 1 0.000
#> ACTTCTGACATGCA-1 1 0.000
#> ACTTGACTCCACAA-1 1 0.000
#> ACTTGGGAGAAAGT-1 2 0.000
#> ACTTGGGAGGTTTG-1 1 0.000
#> ACTTGGGATGTGAC-1 2 0.000
#> ACTTGGGATTGACG-1 2 0.000
#> ACTTGTACCTGTCC-1 1 0.000
#> ACTTTGTGGAAAGT-1 1 0.000
#> ACTTTGTGGATAGA-1 2 0.000
#> AGAAACGAAAGTAG-1 1 0.000
#> AGAAAGTGCGCAAT-1 1 0.000
#> AGAAAGTGGGGATG-1 2 0.000
#> AGAACAGAAATGCC-1 2 1.000
#> AGAACAGACGACTA-1 1 0.000
#> AGAACAGAGACAAA-1 1 0.000
#> AGAACGCTTTGCTT-1 1 0.000
#> AGAAGATGTGACTG-1 1 0.000
#> AGAATGGAAGAAGT-1 1 0.000
#> AGAATTTGTAACCG-1 1 0.000
#> AGAATTTGTAGAGA-1 1 0.000
#> AGACACACTGTAGC-1 1 0.000
#> AGACACTGTCAAGC-1 2 0.000
#> AGACCTGAAGTAGA-1 2 0.000
#> AGACCTGACCAACA-1 1 0.000
#> AGACCTGAGGAAGC-1 1 0.000
#> AGACGTACAGAGGC-1 1 0.000
#> AGACGTACCCCTAC-1 1 0.000
#> AGACGTACCTCTTA-1 2 0.000
#> AGACGTACTCGTGA-1 2 0.000
#> AGACTGACCATCAG-1 1 0.000
#> AGACTGACCCTTTA-1 1 0.000
#> AGACTTCTCATGCA-1 1 0.000
#> AGAGATGACAGTCA-1 1 0.000
#> AGAGATGACTGAAC-1 1 0.000
#> AGAGATGAGGTTTG-1 2 0.000
#> AGAGATGATCTCGC-1 1 0.000
#> AGAGATGATTGTGG-1 1 0.000
#> AGAGCGGAGGCAAG-1 2 0.000
#> AGAGTCTGGTCGTA-1 2 0.000
#> AGAGTGCTCAGCTA-1 1 0.000
#> AGAGTGCTCGAATC-1 1 0.000
#> AGAGTGCTGTCATG-1 1 0.000
#> AGAGTGCTGTCCTC-1 1 0.000
#> AGAGTGCTGTGTTG-1 1 0.000
#> AGATATACCCGTAA-1 2 0.502
#> AGATATACGATGAA-1 1 0.000
#> AGATATACTGTTCT-1 1 0.000
#> AGATATTGCCTACC-1 1 0.000
#> AGATATTGGCCAAT-1 2 0.000
#> AGATCGTGTCTGGA-1 2 0.000
#> AGATCGTGTTTGTC-1 1 0.000
#> AGATCTCTATCACG-1 1 0.000
#> AGATTAACGTTCTT-1 2 0.000
#> AGATTCCTATCGTG-1 1 0.000
#> AGATTCCTCACTTT-1 2 0.000
#> AGATTCCTGACGAG-1 2 0.000
#> AGATTCCTGTTCAG-1 2 1.000
#> AGCAAAGATATGCG-1 1 0.000
#> AGCACAACAGTCTG-1 1 0.000
#> AGCACTGAGGGAGT-1 1 0.000
#> AGCACTGATATGCG-1 1 0.000
#> AGCACTGATGCTTT-1 2 0.000
#> AGCACTGATTGCGA-1 1 0.000
#> AGCATCGAAGATCC-1 1 0.000
#> AGCATCGAAGGGTG-1 1 0.000
#> AGCATCGAGCTTCC-1 2 0.000
#> AGCATCGAGTGAGG-1 1 0.000
#> AGCATCGATAACCG-1 2 0.000
#> AGCATGACGATGAA-1 1 0.000
#> AGCCAATGGGGAGT-1 2 0.000
#> AGCCAATGTATCTC-1 1 0.000
#> AGCCACCTGGATCT-1 1 0.000
#> AGCCGGTGCCAATG-1 1 0.000
#> AGCCGGTGTGTTTC-1 1 0.000
#> AGCCGTCTCAATCG-1 1 0.000
#> AGCCGTCTGAGAGC-1 1 0.000
#> AGCCTCACGTTCGA-1 1 0.000
#> AGCCTCACTGTCAG-1 2 0.000
#> AGCCTCTGCAGTTG-1 1 0.000
#> AGCCTCTGCCAATG-1 1 1.000
#> AGCGAACTGGATCT-1 1 0.000
#> AGCGAACTTACTGG-1 1 0.000
#> AGCGATACGGAGCA-1 1 0.000
#> AGCGATTGAGATCC-1 2 1.000
#> AGCGCCGAATCTCT-1 1 0.000
#> AGCGCCGACAGAGG-1 1 0.249
#> AGCGCTCTACCTTT-1 1 0.000
#> AGCGGCACCGGGAA-1 1 0.000
#> AGCGGCTGATGTGC-1 1 0.000
#> AGCGGGCTTGCCAA-1 1 0.000
#> AGCGTAACATGCTG-1 1 0.000
#> AGCGTAACTGAGAA-1 2 0.000
#> AGCTCGCTACTGGT-1 1 0.000
#> AGCTCGCTCTGCTC-1 1 0.000
#> AGCTGAACCATACG-1 2 0.000
#> AGCTGAACCTCTCG-1 1 0.000
#> AGCTGCCTTGGGAG-1 2 0.000
#> AGCTGCCTTTCATC-1 1 0.000
#> AGCTGCCTTTCTGT-1 1 0.000
#> AGCTGTGATCCAAG-1 1 0.000
#> AGCTTTACAAGTAG-1 1 0.000
#> AGCTTTACACCAAC-1 1 0.000
#> AGCTTTACTCTCAT-1 1 0.000
#> AGGAAATGAGGAGC-1 1 0.000
#> AGGAACCTCTTAGG-1 2 0.000
#> AGGAACCTTGCCTC-1 1 0.000
#> AGGAATGATAACGC-1 1 0.000
#> AGGAATGATTTGTC-1 1 0.000
#> AGGAGTCTGGTTTG-1 1 0.000
#> AGGAGTCTTGTCAG-1 1 0.000
#> AGGATAGACATTTC-1 1 0.000
#> AGGATAGAGGATTC-1 1 0.751
#> AGGATGCTACTAGC-1 1 0.000
#> AGGATGCTTTAGGC-1 2 1.000
#> AGGCAACTGAAGGC-1 1 0.000
#> AGGCAGGAGTACCA-1 1 0.000
#> AGGCCTCTAGTCGT-1 1 0.000
#> AGGCCTCTCGGAGA-1 1 0.000
#> AGGCCTCTCGTAAC-1 1 0.000
#> AGGGACGACGTTGA-1 1 0.000
#> AGGGACGAGTCAAC-1 2 1.000
#> AGGGACGAGTTGTG-1 1 0.000
#> AGGGACGATAGAGA-1 1 0.000
#> AGGGACGATGCATG-1 1 0.000
#> AGGGAGTGAGCCTA-1 1 0.000
#> AGGGCCACCATACG-1 1 0.000
#> AGGGCGCTAACCAC-1 2 0.000
#> AGGGCGCTATGGTC-1 1 0.747
#> AGGGTGGACAGTCA-1 1 0.000
#> AGGGTGGACTCAAG-1 2 0.000
#> AGGGTGGAGTTGCA-1 1 0.000
#> AGGGTTTGTTCATC-1 2 0.000
#> AGGTCATGAGTGTC-1 1 0.000
#> AGGTCATGCTTATC-1 1 0.000
#> AGGTCTGATTCTCA-1 2 0.000
#> AGGTGGGAAGAATG-1 1 0.000
#> AGGTGGGAAGTTCG-1 1 0.000
#> AGGTGTTGGTTACG-1 1 0.000
#> AGGTTCGAACCTCC-1 2 0.000
#> AGGTTCGAACGTAC-1 2 0.000
#> AGGTTCGAGGGTGA-1 1 0.000
#> AGTAAGGAGTTTGG-1 1 0.000
#> AGTAAGGATTCTTG-1 1 0.000
#> AGTAATACATCACG-1 1 0.000
#> AGTAATACCGAACT-1 1 0.000
#> AGTAATTGTCCCAC-1 1 0.000
#> AGTACGTGAGGGTG-1 1 0.000
#> AGTACGTGCTGCAA-1 1 0.000
#> AGTACGTGCTTGGA-1 1 0.000
#> AGTACTCTACGTGT-1 1 0.000
#> AGTACTCTCAACCA-1 1 0.751
#> AGTACTCTCGGTAT-1 1 0.000
#> AGTAGGCTTGCCTC-1 2 0.000
#> AGTATAACTTGTCT-1 2 0.000
#> AGTATCCTAGAACA-1 1 0.000
#> AGTCACGATGAGCT-1 1 0.751
#> AGTCAGACGAATAG-1 1 0.000
#> AGTCAGACGCTTAG-1 1 0.000
#> AGTCAGACTAGAGA-1 1 0.000
#> AGTCAGACTGCACA-1 1 0.000
#> AGTCCAGATATCTC-1 1 0.000
#> AGTCCAGATTTCAC-1 1 0.000
#> AGTCGAACCAACCA-1 1 0.000
#> AGTCGCCTCCGTAA-1 1 0.000
#> AGTCTACTAGGGTG-1 2 0.000
#> AGTCTACTTGCATG-1 2 0.000
#> AGTCTTACACCACA-1 1 0.000
#> AGTCTTACTTCGCC-1 1 0.000
#> AGTCTTACTTCGGA-1 2 1.000
#> AGTGACTGCAACTG-1 2 0.000
#> AGTGTTCTAACCTG-1 1 0.000
#> AGTGTTCTATAAGG-1 1 0.000
#> AGTGTTCTCACTTT-1 2 0.000
#> AGTTAAACCACTTT-1 1 0.000
#> AGTTATGAACAGTC-1 2 0.000
#> AGTTATGACTGAGT-1 1 0.000
#> AGTTATGAGTTCAG-1 1 0.000
#> AGTTCTACCAGCTA-1 2 0.000
#> AGTTCTTGAAGCCT-1 1 0.000
#> AGTTGTCTACTACG-1 1 0.000
#> AGTTTAGATGGTCA-1 1 0.000
#> AGTTTCACGGTCTA-1 2 1.000
#> AGTTTGCTACAGTC-1 1 0.000
#> AGTTTGCTACTGGT-1 1 0.000
#> AGTTTGCTCCAAGT-1 1 0.000
#> ATAAACACAGTGCT-1 1 0.249
#> ATAAACACCACCAA-1 1 0.000
#> ATAACAACATGCTG-1 2 0.000
#> ATAACAACGTCTAG-1 1 0.000
#> ATAACAACTTTGTC-1 1 0.000
#> ATAACATGTACTCT-1 1 0.000
#> ATAACCCTGTTGGT-1 1 0.000
#> ATAACCCTTGGTAC-1 1 0.000
#> ATAAGTACGAATGA-1 1 0.000
#> ATAAGTTGGTACGT-1 2 0.000
#> ATAAGTTGTCTAGG-1 1 0.000
#> ATAATCGAGCTGAT-1 1 0.000
#> ATAATCGATGGTTG-1 1 0.000
#> ATAATGACCTACTT-1 1 0.000
#> ATAATGACTCGTGA-1 2 0.000
#> ATACAATGTTAGGC-1 1 0.000
#> ATACCACTCGTACA-1 2 0.000
#> ATACCACTCTAAGC-1 2 0.000
#> ATACCACTGCCAAT-1 1 0.502
#> ATACCGGAATGCTG-1 2 0.000
#> ATACCGGACATTTC-1 2 0.000
#> ATACCGGACTTCGC-1 1 0.000
#> ATACCGGAGGTGTT-1 2 0.000
#> ATACCGGATCTCGC-1 1 0.000
#> ATACCTACGCATCA-1 1 0.000
#> ATACCTTGGGGCAA-1 1 0.000
#> ATACGGACAGACTC-1 2 0.000
#> ATACGGACCTACTT-1 2 0.000
#> ATACGGACGAGGTG-1 1 0.000
#> ATACGGACTATGCG-1 1 0.000
#> ATACGGACTCTGGA-1 2 0.000
#> ATACGTCTTAACGC-1 2 0.000
#> ATACTCTGCTTCGC-1 2 0.000
#> ATACTCTGGTATGC-1 2 1.000
#> ATAGATACCATGGT-1 1 0.000
#> ATAGATACGACGAG-1 1 0.000
#> ATAGATTGGTGTAC-1 1 0.000
#> ATAGCCGAACGGAG-1 1 0.000
#> ATAGCGTGCAGATC-1 1 0.000
#> ATAGCGTGCCCTTG-1 2 0.000
#> ATAGCGTGGTATCG-1 2 0.253
#> ATAGCGTGTCTCTA-1 1 0.000
#> ATAGCTCTCTGATG-1 1 0.000
#> ATAGCTCTGAGGTG-1 1 0.000
#> ATAGGAGAAACAGA-1 2 0.000
#> ATAGGCTGTCAGAC-1 1 0.000
#> ATAGTCCTAGTGTC-1 2 0.000
#> ATAGTCCTTGCATG-1 1 0.000
#> ATAGTCCTTGTCGA-1 1 0.000
#> ATAGTTGACAACTG-1 1 0.000
#> ATAGTTGACCCTCA-1 2 0.000
#> ATAGTTGAGACGTT-1 1 0.000
#> ATAGTTGATAAGCC-1 1 0.000
#> ATATACGAAGCCAT-1 1 0.000
#> ATATACGAATTGGC-1 1 0.000
#> ATATAGTGGAATGA-1 2 0.000
#> ATATGCCTAGATCC-1 2 0.000
#> ATATGCCTGGACAG-1 1 0.000
#> ATATGCCTTCTCTA-1 1 0.000
#> ATATGCCTTGGTAC-1 1 0.000
#> ATCAAATGAGCCTA-1 2 0.000
#> ATCAAATGGGTAAA-1 2 0.000
#> ATCAACCTAAACGA-1 1 0.000
#> ATCAACCTGAGGAC-1 1 0.000
#> ATCAACCTTCTCTA-1 1 0.000
#> ATCAACCTTTGTCT-1 1 0.000
#> ATCACACTTTGTCT-1 1 0.000
#> ATCACGGATTTCGT-1 1 0.000
#> ATCATCTGACACCA-1 2 1.000
#> ATCATGCTAGAGTA-1 1 0.249
#> ATCATGCTGAACCT-1 1 0.000
#> ATCCAGGACGCTAA-1 2 0.000
#> ATCCAGGATGGAAA-1 1 0.000
#> ATCCATACTCCTTA-1 2 0.000
#> ATCCATACTTCATC-1 2 0.000
#> ATCCCGTGCAGTCA-1 2 1.000
#> ATCCCGTGCATGCA-1 1 0.000
#> ATCCCGTGGCTGAT-1 1 0.000
#> ATCCGCACGCATCA-1 1 0.000
#> ATCCTAACGACGGA-1 1 0.000
#> ATCCTAACGCTACA-1 1 1.000
#> ATCGACGAAACTGC-1 2 0.000
#> ATCGACGAATGACC-1 1 0.000
#> ATCGAGTGGACGTT-1 1 0.000
#> ATCGCAGAATCTCT-1 2 0.000
#> ATCGCAGAGTGTCA-1 1 0.000
#> ATCGCCACTGAGGG-1 1 0.249
#> ATCGCCTGGGTCAT-1 1 0.000
#> ATCGCCTGTGGCAT-1 1 0.000
#> ATCGCGCTCAGAGG-1 2 0.000
#> ATCGCGCTGGGATG-1 1 0.000
#> ATCGCGCTTTTCGT-1 1 0.000
#> ATCGGAACCAGTCA-1 1 0.000
#> ATCGGTGAGTCAAC-1 1 0.000
#> ATCGGTGATTGCAG-1 1 0.000
#> ATCGTTTGCCTACC-1 2 0.000
#> ATCGTTTGGGTACT-1 2 0.000
#> ATCGTTTGTGCCAA-1 2 0.253
#> ATCTACACCCGCTT-1 2 0.000
#> ATCTACACCGGGAA-1 1 0.000
#> ATCTCAACAGGAGC-1 1 0.000
#> ATCTCAACCTCGAA-1 1 0.000
#> ATCTCAACCTTGTT-1 2 0.000
#> ATCTGGGAAACCAC-1 2 0.000
#> ATCTGGGAAGTGTC-1 2 0.000
#> ATCTGGGATTCCGC-1 1 0.000
#> ATCTGTTGAACGGG-1 1 0.000
#> ATCTGTTGACCTCC-1 1 0.000
#> ATCTGTTGCCTTCG-1 2 0.000
#> ATCTGTTGGTTGCA-1 1 0.000
#> ATCTTGACACCAAC-1 1 0.000
#> ATCTTGACCTCCCA-1 2 0.000
#> ATCTTTCTGCATCA-1 1 0.000
#> ATCTTTCTGTTTCT-1 1 0.000
#> ATCTTTCTTGTCCC-1 2 1.000
#> ATGAAACTCTGTGA-1 1 0.000
#> ATGAAACTGAGGCA-1 1 0.000
#> ATGAAGGAACAGCT-1 1 0.000
#> ATGAAGGACCTGTC-1 1 0.000
#> ATGAAGGACCTTAT-1 1 0.000
#> ATGAAGGACTAGTG-1 1 0.000
#> ATGAAGGACTTGCC-1 2 1.000
#> ATGACGTGACGACT-1 1 0.000
#> ATGACGTGATCGGT-1 2 0.000
#> ATGAGAGAAAGTGA-1 1 0.000
#> ATGAGAGAACGCAT-1 1 0.000
#> ATGAGAGAAGTAGA-1 1 0.000
#> ATGAGCACACAGCT-1 1 0.000
#> ATGAGCACATCTTC-1 1 0.000
#> ATGATAACTTCACT-1 2 0.498
#> ATGATATGAAACAG-1 1 0.000
#> ATGATATGACTGGT-1 1 0.000
#> ATGATATGAGCACT-1 1 0.000
#> ATGATATGGTCATG-1 1 0.000
#> ATGATATGGTGCTA-1 1 1.000
#> ATGATATGTTGTCT-1 2 0.000
#> ATGCACGAATGTCG-1 1 0.000
#> ATGCACGACTGTAG-1 1 0.000
#> ATGCACGAGAACCT-1 1 0.000
#> ATGCACGAGTTCGA-1 1 0.000
#> ATGCACGATTGGTG-1 2 0.000
#> ATGCAGTGTTACCT-1 1 0.000
#> ATGCAGTGTTCTAC-1 1 0.000
#> ATGCCAGAACGACT-1 1 0.000
#> ATGCCAGACAGTCA-1 2 0.000
#> ATGCCGCTTGAACC-1 2 0.000
#> ATGCGATGCTATGG-1 2 0.000
#> ATGCGATGCTGAGT-1 1 0.000
#> ATGCGATGGTTACG-1 1 0.000
#> ATGCGCCTTCATTC-1 1 0.000
#> ATGCTTTGCGAATC-1 1 0.000
#> ATGCTTTGGGCGAA-1 1 0.000
#> ATGCTTTGTAGTCG-1 1 0.000
#> ATGGACACATCGGT-1 1 0.000
#> ATGGACACGCATCA-1 2 1.000
#> ATGGGTACAACCTG-1 1 0.000
#> ATGGGTACATCGGT-1 2 1.000
#> ATGGGTACTATTCC-1 1 0.000
#> ATGGGTACTGGGAG-1 1 0.000
#> ATGTAAACACCTCC-1 1 0.000
#> ATGTAAACCCGCTT-1 1 0.000
#> ATGTAAACGGGATG-1 2 0.000
#> ATGTAAACTCTCCG-1 1 0.000
#> ATGTAAACTTCACT-1 2 0.000
#> ATGTACCTCAGTCA-1 1 0.000
#> ATGTACCTTAGTCG-1 1 0.000
#> ATGTACCTTTATCC-1 2 0.000
#> ATGTACCTTTCACT-1 1 0.498
#> ATGTCACTAATGCC-1 2 0.000
#> ATGTCACTCTGCTC-1 1 0.000
#> ATGTCGGAGGTGAG-1 1 0.000
#> ATGTTCACAGTCTG-1 2 0.000
#> ATGTTCACCGTAGT-1 1 0.000
#> ATGTTGCTTTCAGG-1 1 0.000
#> ATTAACGATGAGAA-1 1 1.000
#> ATTAACGATGCAAC-1 1 0.751
#> ATTAAGACTGCAGT-1 1 0.000
#> ATTACCTGCCTTAT-1 2 0.000
#> ATTACCTGGAGGAC-1 2 0.000
#> ATTAGATGTTTCAC-1 1 0.000
#> ATTATGGAATCTCT-1 1 0.000
#> ATTCAAGAACGGGA-1 1 0.000
#> ATTCAAGACCTTTA-1 1 0.000
#> ATTCAGCTCATTGG-1 2 1.000
#> ATTCCAACCATTGG-1 2 0.000
#> ATTCCAACTTAGGC-1 1 1.000
#> ATTCGACTCACTAG-1 1 0.000
#> ATTCGACTGAATAG-1 2 0.000
#> ATTCGACTTTTGTC-1 2 0.000
#> ATTCGGGAAAGGCG-1 2 0.000
#> ATTCGGGATTAGGC-1 1 0.000
#> ATTCTTCTGATACC-1 1 0.000
#> ATTGAATGGACGGA-1 1 0.000
#> ATTGATGAAGGTTC-1 1 0.000
#> ATTGATGACTGAGT-1 1 0.000
#> ATTGATGAGCGAAG-1 1 0.000
#> ATTGATGATCTATC-1 1 0.000
#> ATTGCACTGACGGA-1 1 0.000
#> ATTGCACTGAGAGC-1 2 0.000
#> ATTGCACTGGAGCA-1 2 0.000
#> ATTGCACTTAGCCA-1 1 0.000
#> ATTGCACTTGCTTT-1 2 0.000
#> ATTGCTTGTTACTC-1 1 0.000
#> ATTGGTCTGACTAC-1 1 1.000
#> ATTGGTCTTGTCTT-1 1 0.000
#> ATTGTAGATTCCCG-1 2 0.000
#> ATTGTAGATTGCAG-1 1 0.000
#> ATTGTCTGCGTACA-1 1 0.000
#> ATTTAGGAACCATG-1 2 0.000
#> ATTTAGGACAGAGG-1 1 0.000
#> ATTTCCGAGATGAA-1 1 0.000
#> ATTTCCGAGTGCTA-1 1 0.000
#> ATTTCGTGTATGGC-1 1 0.000
#> ATTTCTCTACTTTC-1 2 0.000
#> ATTTCTCTAGCAAA-1 1 0.000
#> ATTTCTCTCACTTT-1 2 0.000
#> ATTTCTCTTCCCAC-1 1 0.000
#> ATTTGCACAAGATG-1 2 0.000
#> CAAAGCACAGCTCA-1 1 0.000
#> CAAAGCACCGTAAC-1 1 0.000
#> CAAAGCACGGTAAA-1 2 1.000
#> CAAAGCTGAAAGTG-1 1 0.000
#> CAAAGCTGTTGCTT-1 2 0.000
#> CAAATATGTGACAC-1 1 0.000
#> CAAATTGAGGGCAA-1 1 0.000
#> CAAATTGATGGAGG-1 2 0.000
#> CAACCAGAAAAGTG-1 1 0.000
#> CAACCAGAAGTGCT-1 1 0.000
#> CAACCAGAGTTCAG-1 2 0.000
#> CAACCAGATAGAAG-1 2 0.498
#> CAACCGCTGTTCAG-1 1 0.000
#> CAACCGCTTTGAGC-1 1 0.000
#> CAACGATGCGCAAT-1 2 0.000
#> CAACGTGACTCCAC-1 2 0.000
#> CAACGTGAGCCATA-1 1 0.751
#> CAACGTGATCAAGC-1 2 0.000
#> CAAGAAGACCACAA-1 1 1.000
#> CAAGAAGACGTCTC-1 2 0.000
#> CAAGAAGATTCTAC-1 1 0.000
#> CAAGACTGACCTGA-1 1 0.000
#> CAAGACTGAGTAGA-1 1 0.000
#> CAAGCTGACCATAG-1 2 0.000
#> CAAGCTGATCTATC-1 1 1.000
#> CAAGGACTGTTCAG-1 1 0.000
#> CAAGGACTTCTTTG-1 1 0.000
#> CAAGGTTGCTCCAC-1 1 0.000
#> CAAGGTTGTCATTC-1 1 0.000
#> CAAGGTTGTCTGGA-1 2 1.000
#> CAAGTCGAAACAGA-1 1 0.000
#> CAAGTCGATAGCGT-1 2 0.000
#> CAATAAACGCCATA-1 2 0.000
#> CAATAATGAACTGC-1 2 0.000
#> CAATATGACATGGT-1 1 0.000
#> CAATATGACCTTCG-1 1 1.000
#> CAATATGACGTTAG-1 1 0.000
#> CAATATGAGGAGCA-1 1 0.000
#> CAATCGGAGAAACA-1 1 0.000
#> CAATCTACTGACTG-1 2 1.000
#> CAATTCACCCAACA-1 1 0.000
#> CAATTCACGATAGA-1 1 0.000
#> CAATTCACTTGTGG-1 1 0.000
#> CAATTCTGCTTGTT-1 2 0.000
#> CAATTCTGGCGTAT-1 2 0.000
#> CACAACGATACGAC-1 1 0.000
#> CACAATCTTGTTCT-1 1 0.000
#> CACAATCTTTCCAT-1 1 0.000
#> CACACCTGCTTGAG-1 1 0.000
#> CACACCTGTATGGC-1 1 0.000
#> CACAGAACCCTTGC-1 1 0.000
#> CACAGAACCTGATG-1 1 0.000
#> CACAGATGGGATTC-1 1 0.000
#> CACAGATGGTTTCT-1 2 0.000
#> CACAGCCTGATACC-1 1 0.000
#> CACAGCCTTGCCAA-1 2 0.000
#> CACAGCCTTGTAGC-1 1 0.000
#> CACAGTGATGAAGA-1 2 0.000
#> CACATACTACAGCT-1 1 0.253
#> CACATGGAACACGT-1 1 0.000
#> CACATGGAAGTCGT-1 1 0.000
#> CACCACTGCCAACA-1 1 0.000
#> CACCACTGGCGAAG-1 1 0.249
#> CACCCATGTTCTGT-1 1 0.249
#> CACCGGGAATCGAC-1 1 0.000
#> CACCGGGACGAGAG-1 1 0.000
#> CACCGGGACGTGTA-1 1 0.000
#> CACCGGGACTTCTA-1 2 0.751
#> CACCGGGACTTGCC-1 1 0.000
#> CACCGGGATTCGGA-1 1 0.249
#> CACCGTACTAAGGA-1 1 0.000
#> CACCGTACTAGCGT-1 1 0.000
#> CACCTGACACCCAA-1 1 0.000
#> CACCTGACCAGAAA-1 1 0.000
#> CACCTGACCTCAAG-1 1 0.751
#> CACCTGACGAAAGT-1 1 0.000
#> CACCTGACTCGTAG-1 1 0.000
#> CACGAAACTTCCGC-1 1 0.000
#> CACGACCTCGATAC-1 1 0.000
#> CACGCTACAGAAGT-1 1 1.000
#> CACGCTACTGTTCT-1 1 0.000
#> CACGGGACAGAGTA-1 1 0.000
#> CACGGGACATAAGG-1 1 0.000
#> CACGGGACGTAGGG-1 1 0.000
#> CACGGGTGCTTCGC-1 1 0.498
#> CACGGGTGGAGGAC-1 1 0.747
#> CACGGGTGTGTTTC-1 1 0.000
#> CACTAACTCCTAAG-1 1 0.000
#> CACTAACTGAAAGT-1 1 0.000
#> CACTAGGATGATGC-1 1 0.000
#> CACTATACCCCGTT-1 1 0.000
#> CACTATACGTTTGG-1 1 0.000
#> CACTGAGACAGTCA-1 2 0.000
#> CACTGCACTTCATC-1 1 0.000
#> CACTGCTGAGACTC-1 2 0.000
#> CACTGCTGGAAAGT-1 1 0.000
#> CACTTAACCGAATC-1 1 0.000
#> CACTTAACCGTACA-1 1 0.000
#> CACTTTGACTCTAT-1 1 0.000
#> CACTTTGAGCTGTA-1 1 0.000
#> CAGAAGCTCTCAAG-1 1 0.000
#> CAGACATGAACGGG-1 1 0.000
#> CAGACATGTCGACA-1 1 0.000
#> CAGACCCTAAGGTA-1 2 0.000
#> CAGACCCTAATGCC-1 1 0.000
#> CAGACCCTAGGAGC-1 1 0.000
#> CAGACTGAGTATGC-1 1 0.000
#> CAGATCGAATGTCG-1 1 0.000
#> CAGATCGACCTGAA-1 1 0.000
#> CAGATCGATATGGC-1 1 0.000
#> CAGATGACATTCTC-1 2 1.000
#> CAGCAATGCCTTCG-1 1 0.000
#> CAGCAATGGAGGGT-1 1 1.000
#> CAGCAATGGTGCTA-1 1 0.000
#> CAGCAATGTCTACT-1 2 0.000
#> CAGCAATGTGACCA-1 1 0.000
#> CAGCAATGTGAGGG-1 2 0.000
#> CAGCACCTAAGCCT-1 1 0.000
#> CAGCACCTAGGCGA-1 1 0.000
#> CAGCACCTGTAGGG-1 2 0.000
#> CAGCATGACAACCA-1 2 0.000
#> CAGCATGAGACGTT-1 1 0.000
#> CAGCCTACCCAACA-1 1 0.000
#> CAGCCTTGCTACCC-1 2 0.000
#> CAGCCTTGGGGACA-1 1 0.000
#> CAGCGGACACCCTC-1 1 0.000
#> CAGCGGACCTTTAC-1 1 1.000
#> CAGCGTCTAAAGCA-1 1 0.000
#> CAGCGTCTTATCGG-1 1 0.000
#> CAGCTAGATGTGAC-1 2 0.000
#> CAGCTCTGAGGCGA-1 1 0.000
#> CAGCTCTGCAAGCT-1 1 0.249
#> CAGCTCTGTCGTAG-1 2 0.000
#> CAGCTCTGTGTGGT-1 2 0.000
#> CAGGAACTAACTGC-1 1 0.000
#> CAGGAACTCTCAGA-1 2 0.000
#> CAGGCCGAACACCA-1 1 0.000
#> CAGGCCGAACACGT-1 1 0.000
#> CAGGCCGAACGACT-1 1 0.000
#> CAGGCCGAATCTCT-1 2 0.000
#> CAGGCCGACTAGCA-1 1 0.000
#> CAGGGCACCATACG-1 1 0.000
#> CAGGGCACCCAACA-1 1 0.000
#> CAGGGCACTCCCGT-1 1 0.000
#> CAGGTAACAGACTC-1 2 0.000
#> CAGGTATGAGTCGT-1 1 0.000
#> CAGGTATGTGCTTT-1 1 0.000
#> CAGGTTGAGGATCT-1 1 0.000
#> CAGTGATGGACGGA-1 1 0.000
#> CAGTGATGGCTAAC-1 1 1.000
#> CAGTGATGGGACAG-1 1 0.000
#> CAGTGATGTAAGGA-1 1 0.000
#> CAGTGATGTACGCA-1 1 0.000
#> CAGTGTGATGTCAG-1 1 0.000
#> CAGTTACTAAGGTA-1 1 0.000
#> CAGTTACTGATAGA-1 1 0.000
#> CAGTTGGAAAGAGT-1 2 0.000
#> CAGTTGGACATACG-1 1 0.000
#> CAGTTTACACACGT-1 1 1.000
#> CAGTTTACCCCAAA-1 1 0.000
#> CATAAAACGGAGCA-1 2 0.000
#> CATAAATGAACTGC-1 1 0.000
#> CATAACCTTCTCCG-1 1 0.000
#> CATACTACCTCGAA-1 1 0.000
#> CATACTACCTGAAC-1 1 0.000
#> CATACTACGTACCA-1 2 0.000
#> CATACTTGGGTTAC-1 2 0.000
#> CATAGTCTAATCGC-1 1 0.000
#> CATAGTCTCACTTT-1 1 0.000
#> CATATAGACTAAGC-1 2 0.000
#> CATATAGATCAGGT-1 1 0.000
#> CATCAACTAGAAGT-1 1 0.000
#> CATCAACTCCCTCA-1 1 0.000
#> CATCAGGACTTCCG-1 2 1.000
#> CATCAGGATAGCCA-1 2 1.000
#> CATCAGGATCCTAT-1 2 0.000
#> CATCAGGATGCACA-1 2 0.000
#> CATCAGGATTTCGT-1 2 0.000
#> CATCATACCGCATA-1 2 0.000
#> CATCATACGGAGCA-1 1 0.000
#> CATCATACTCAAGC-1 1 0.000
#> CATCGCTGGGATCT-1 1 0.000
#> CATCGCTGTGGCAT-1 1 0.000
#> CATCGGCTATGCTG-1 1 0.000
#> CATCGGCTTTGGCA-1 1 0.000
#> CATCTCCTATGTGC-1 1 0.000
#> CATCTCCTCGAACT-1 2 0.000
#> CATGAGACACGGGA-1 1 0.000
#> CATGAGACGTTGAC-1 2 1.000
#> CATGAGACTCGCCT-1 1 0.000
#> CATGCCACGGGTGA-1 1 0.000
#> CATGCCACTGCCAA-1 1 0.000
#> CATGCGCTAGTCAC-1 2 0.000
#> CATGCGCTCAGATC-1 2 0.000
#> CATGCGCTTTGCAG-1 2 0.000
#> CATGGCCTAGGGTG-1 2 0.000
#> CATGGCCTGTGCAT-1 1 0.000
#> CATGTACTATCGTG-1 1 0.498
#> CATGTTACAGTCGT-1 1 0.000
#> CATGTTACCTGAGT-1 1 0.000
#> CATGTTTGGGGATG-1 2 0.000
#> CATTACACACGGAG-1 1 0.000
#> CATTACACCAACTG-1 2 0.000
#> CATTACACGGAGTG-1 1 0.000
#> CATTACACTACTCT-1 1 0.000
#> CATTAGCTCCACAA-1 2 0.000
#> CATTGACTAGCGGA-1 2 0.000
#> CATTGGGACTCGAA-1 1 0.000
#> CATTGTACAGCGTT-1 1 0.000
#> CATTGTACTCGATG-1 1 0.000
#> CATTGTACTTATCC-1 1 0.000
#> CATTGTACTTTGCT-1 2 0.000
#> CATTGTTGCTAGTG-1 1 0.000
#> CATTTCGACTCTAT-1 1 0.253
#> CATTTCGAGATACC-1 2 0.000
#> CATTTGACCACACA-1 1 0.751
#> CATTTGACCCTGAA-1 1 0.000
#> CATTTGTGACGACT-1 1 0.000
#> CATTTGTGCATTGG-1 1 0.000
#> CATTTGTGCGGAGA-1 1 0.000
#> CATTTGTGGGATCT-1 1 0.000
#> CCAAAGTGCTACGA-1 2 0.000
#> CCAAAGTGTGAGAA-1 2 0.000
#> CCAACCTGAAGTAG-1 1 0.249
#> CCAACCTGACGTAC-1 2 0.000
#> CCAACCTGTTCGCC-1 2 0.253
#> CCAAGAACCCAATG-1 1 0.000
#> CCAAGAACGTAGCT-1 1 0.000
#> CCAAGAACGTGTCA-1 1 0.000
#> CCAAGAACTACTGG-1 1 0.249
#> CCAAGAACTCCTAT-1 1 0.000
#> CCAAGATGTCATTC-1 1 0.000
#> CCAAGATGTTTCAC-1 1 0.000
#> CCAAGTGAGGAACG-1 1 0.000
#> CCAAGTGATCAAGC-1 1 0.000
#> CCAATTTGAACGTC-1 2 0.000
#> CCACCATGAACGTC-1 1 0.000
#> CCACCATGATCGGT-1 1 0.000
#> CCACCATGGACGAG-1 2 0.000
#> CCACCATGGGGAGT-1 1 0.000
#> CCACCATGTCCTGC-1 1 1.000
#> CCACTGACCCGCTT-1 2 0.000
#> CCACTGTGGGAAGC-1 2 0.000
#> CCACTGTGTGTAGC-1 1 0.000
#> CCACTTCTCGGGAA-1 2 0.000
#> CCAGAAACCCTGTC-1 1 0.000
#> CCAGAAACGAACTC-1 1 0.000
#> CCAGAAACGGTCTA-1 1 0.000
#> CCAGACCTCTGAGT-1 1 1.000
#> CCAGACCTTGTGGT-1 1 0.000
#> CCAGCACTGCGATT-1 2 0.000
#> CCAGCGGAAAGGCG-1 2 0.000
#> CCAGCGGACGACTA-1 2 0.000
#> CCAGCGGATGGGAG-1 1 0.000
#> CCAGCTACACAGTC-1 1 0.000
#> CCAGCTACCAGCTA-1 1 0.000
#> CCAGGTCTACACCA-1 1 0.000
#> CCAGGTCTAGCATC-1 2 0.000
#> CCAGGTCTATGGTC-1 1 0.000
#> CCAGTCACACTGGT-1 2 0.000
#> CCAGTCACACTGTG-1 1 0.000
#> CCAGTCACGTTGTG-1 1 0.000
#> CCAGTGCTAACCAC-1 1 0.000
#> CCAGTGCTCGTAGT-1 1 0.000
#> CCATCCGAAAGCAA-1 1 0.000
#> CCATCCGAACGACT-1 1 0.000
#> CCATCCGAAGGTTC-1 1 0.000
#> CCATCCGATTCGCC-1 2 0.000
#> CCATCGTGAACGGG-1 1 0.000
#> CCATCGTGCTAGAC-1 2 0.000
#> CCCAACACCTCGCT-1 1 0.000
#> CCCAACACGCATCA-1 1 0.000
#> CCCAACACTTTGTC-1 2 0.000
#> CCCAACTGCAATCG-1 2 0.000
#> CCCAGACTGCCTTC-1 2 0.000
#> CCCAGACTGGTTTG-1 1 0.000
#> CCCAGACTTTCGCC-1 2 0.000
#> CCCAGTTGCAGTTG-1 2 0.000
#> CCCAGTTGGGTACT-1 1 0.000
#> CCCAGTTGTCTATC-1 1 0.000
#> CCCGATTGTGTTTC-1 1 0.000
#> CCCGGAGAAGGGTG-1 2 0.000
#> CCCTACGAATTGGC-1 2 0.000
#> CCCTAGTGCAAAGA-1 1 0.000
#> CCCTCAGACACTTT-1 1 0.000
#> CCCTCAGACGAGAG-1 1 0.000
#> CCCTCAGAGGTCAT-1 1 0.000
#> CCCTGAACTAAAGG-1 1 0.000
#> CCCTGATGCAACCA-1 1 0.000
#> CCCTGATGCAAGCT-1 1 0.000
#> CCCTTACTAACCAC-1 2 0.000
#> CCCTTACTGCAGTT-1 1 0.000
#> CCGAAAACCTTGTT-1 2 0.000
#> CCGACACTGGTTTG-1 1 0.000
#> CCGACTACCCAGTA-1 2 0.000
#> CCGACTACCGTGTA-1 1 0.000
#> CCGACTACTGAGGG-1 1 0.000
#> CCGATAGACCTAAG-1 1 0.000
#> CCGATAGAGTTGGT-1 2 0.000
#> CCGCGAGACACACA-1 2 0.000
#> CCGCGAGAGGTTCA-1 1 0.000
#> CCGCTATGGGACGA-1 1 0.000
#> CCGCTATGTGCAAC-1 2 0.000
#> CCGCTATGTGCACA-1 2 0.000
#> CCGGTACTGTCCTC-1 1 0.000
#> CCGTACACAAGCAA-1 1 0.000
#> CCGTACACAGCGTT-1 1 0.000
#> CCGTACACGTCATG-1 1 0.502
#> CCGTACACGTTGGT-1 2 0.000
#> CCGTACACTAACGC-1 1 0.000
#> CCTAAACTTTCGTT-1 1 0.000
#> CCTAAGGACCCAAA-1 1 0.000
#> CCTAAGGACTAGCA-1 2 0.000
#> CCTAAGGAGGGCAA-1 1 0.498
#> CCTAAGGATGATGC-1 1 0.000
#> CCTAAGGATGTCAG-1 1 0.000
#> CCTACCGACTCTTA-1 1 0.000
#> CCTACCGAGGGATG-1 1 0.000
#> CCTAGAGAGGTGAG-1 1 0.000
#> CCTATAACCAAAGA-1 1 0.000
#> CCTATAACGAGACG-1 2 0.000
#> CCTATAACTCAGAC-1 1 0.000
#> CCTATAACTGCATG-1 2 0.000
#> CCTCGAACACTTTC-1 2 1.000
#> CCTCGAACCCGTAA-1 2 0.000
#> CCTCGAACGTATCG-1 1 0.000
#> CCTCGAACTTACTC-1 1 0.000
#> CCTCTACTCTTCGC-1 2 0.000
#> CCTCTACTGGCATT-1 1 0.000
#> CCTGACTGAAGTAG-1 1 0.000
#> CCTGACTGGGGAGT-1 1 0.000
#> CCTGACTGTGTCTT-1 1 0.000
#> CCTGCAACACGTTG-1 2 0.000
#> CCTGGACTCGTGAT-1 1 0.000
#> CCTTAATGCCCAAA-1 1 0.000
#> CCTTAATGTTCTAC-1 2 0.000
#> CCTTCACTACGACT-1 1 0.000
#> CCTTCACTCAGTCA-1 1 0.000
#> CCTTCACTGGAGTG-1 2 0.000
#> CCTTTAGATTCATC-1 2 0.000
#> CGAACATGCCCTAC-1 2 0.000
#> CGAACATGTCAGAC-1 1 0.000
#> CGAAGACTGGAACG-1 1 0.000
#> CGAAGACTGTTACG-1 1 0.000
#> CGAAGGGAAACCTG-1 1 0.000
#> CGAAGGGATCCGAA-1 1 0.000
#> CGAAGTACCAACTG-1 1 0.000
#> CGAATCGAGGAGCA-1 2 0.751
#> CGAATCGAGGAGGT-1 1 0.000
#> CGACAAACCCATAG-1 1 0.000
#> CGACAAACCGACAT-1 1 0.000
#> CGACCACTAAAGTG-1 2 0.751
#> CGACCACTGCCAAT-1 2 0.751
#> CGACCGGAAGGTCT-1 1 0.000
#> CGACCGGATGGAAA-1 1 0.000
#> CGACCTTGCTAGTG-1 1 0.000
#> CGACGTCTATCGTG-1 1 0.000
#> CGACGTCTCGTGTA-1 1 0.000
#> CGACGTCTGAGGCA-1 1 0.000
#> CGACTCACGTCGTA-1 1 0.000
#> CGACTCACGTTGCA-1 1 0.000
#> CGACTCTGTGTGAC-1 1 0.000
#> CGACTGCTTCCTCG-1 2 0.000
#> CGAGAACTAAGGCG-1 1 0.000
#> CGAGAACTACGTTG-1 1 0.000
#> CGAGAACTTGTTCT-1 2 0.000
#> CGAGATTGGACACT-1 1 1.000
#> CGAGATTGGCCATA-1 1 1.000
#> CGAGCCGAACACCA-1 1 0.000
#> CGAGCCGAGGCGAA-1 1 0.000
#> CGAGCGTGCTCCAC-1 1 0.000
#> CGAGCGTGGATACC-1 1 0.000
#> CGAGCGTGTATGCG-1 2 0.000
#> CGAGGAGACCTCCA-1 1 0.000
#> CGAGGAGATGTCGA-1 1 0.000
#> CGAGGCACCTATGG-1 1 0.502
#> CGAGGCACTATGCG-1 2 0.000
#> CGAGGCACTCTTCA-1 1 0.000
#> CGAGGCTGACGCTA-1 2 1.000
#> CGAGGCTGGCAGTT-1 2 0.000
#> CGAGGGCTACGACT-1 1 0.000
#> CGAGGGCTCGAATC-1 1 0.000
#> CGAGTATGTCACCC-1 2 0.000
#> CGATACGAACAGTC-1 2 0.000
#> CGATACGACAGGAG-1 2 1.000
#> CGATACGATTCACT-1 1 0.000
#> CGATAGACCCGTAA-1 2 0.000
#> CGATAGACCGTACA-1 1 0.498
#> CGATAGACGTAGGG-1 2 0.000
#> CGATAGACTGTTCT-1 1 0.000
#> CGATCAGAAGAACA-1 1 0.000
#> CGATCAGAGAGGGT-1 1 0.000
#> CGATCAGAGGTACT-1 1 0.000
#> CGATCAGATGTGAC-1 2 0.000
#> CGATCCACCGGGAA-1 1 0.000
#> CGATCCACTTCCAT-1 1 0.000
#> CGCAAATGCTCGAA-1 1 0.000
#> CGCAACCTCCTTGC-1 1 0.000
#> CGCAACCTGGACGA-1 1 0.000
#> CGCACGGAGGACGA-1 1 0.000
#> CGCACGGATCTTTG-1 1 0.000
#> CGCACTACAGAATG-1 1 0.000
#> CGCACTACAGCCAT-1 1 0.000
#> CGCACTACATTGGC-1 1 0.000
#> CGCACTACTCGCCT-1 1 0.000
#> CGCACTACTCGTGA-1 1 0.000
#> CGCACTTGTCACGA-1 2 0.000
#> CGCAGGACAGATCC-1 1 0.000
#> CGCAGGACCTACTT-1 1 0.000
#> CGCAGGACTTGTCT-1 2 0.000
#> CGCAGGTGCACTGA-1 1 0.000
#> CGCAGGTGCCATAG-1 2 0.000
#> CGCAGGTGGGAACG-1 1 1.000
#> CGCATAGATCACGA-1 2 0.000
#> CGCCATACTGCAAC-1 1 0.000
#> CGCCATTGAGAGGC-1 1 0.000
#> CGCCATTGCTATGG-1 1 0.000
#> CGCCATTGGAGACG-1 1 0.000
#> CGCCATTGGAGCAG-1 1 0.000
#> CGCCATTGTACTGG-1 1 0.000
#> CGCCGAGAGCTTAG-1 2 1.000
#> CGCCTAACGAATGA-1 2 0.000
#> CGCCTAACTGCTCC-1 1 0.000
#> CGCGAGACACAGCT-1 1 0.000
#> CGCGAGACAGGTCT-1 1 0.000
#> CGCGAGACGCTACA-1 1 0.000
#> CGCGATCTCAGTCA-1 2 0.000
#> CGCGATCTGTTGAC-1 2 0.000
#> CGCGATCTTTCTTG-1 1 0.000
#> CGCGGATGGCCAAT-1 1 0.000
#> CGCTAAGAATGTCG-1 1 0.000
#> CGCTAAGACAACTG-1 1 0.000
#> CGCTAAGACCCTTG-1 1 0.000
#> CGCTACTGAACAGA-1 2 0.000
#> CGCTACTGAGAACA-1 1 0.000
#> CGCTACTGTGAGCT-1 1 0.000
#> CGCTACTGTTCCCG-1 1 0.502
#> CGCTCATGCATTTC-1 2 0.000
#> CGGAATTGGTTTGG-1 1 0.000
#> CGGAATTGTGGAGG-1 1 0.000
#> CGGACCGATGCGTA-1 1 0.000
#> CGGACCGATGGGAG-1 1 0.000
#> CGGACTCTAAACAG-1 1 0.000
#> CGGACTCTCCAATG-1 1 0.249
#> CGGACTCTCCTCGT-1 1 1.000
#> CGGAGGCTATTCCT-1 1 0.000
#> CGGAGGCTTGGATC-1 1 0.000
#> CGGATAACAACGAA-1 2 0.000
#> CGGATAACAGCTCA-1 1 0.000
#> CGGATAACTCAGTG-1 2 0.000
#> CGGCACGAACTCAG-1 1 0.000
#> CGGCACGAAGGGTG-1 1 0.000
#> CGGCACGACTACGA-1 2 0.000
#> CGGCATCTTAGAAG-1 1 0.000
#> CGGCATCTTCGTAG-1 2 0.000
#> CGGCCAGAAAGGTA-1 1 0.000
#> CGGCCAGAGAGGCA-1 1 0.249
#> CGGCGAACCAGTCA-1 2 0.000
#> CGGCGAACGACAAA-1 2 1.000
#> CGGCGAACGGTCTA-1 1 0.000
#> CGGCGAACTACTTC-1 2 1.000
#> CGGGACTGCGTGTA-1 1 0.000
#> CGGGACTGGAATAG-1 1 0.249
#> CGGGCATGACCCAA-1 1 1.000
#> CGGGCATGTCTCTA-1 1 0.000
#> CGGGCATGTTGTGG-1 1 0.000
#> CGGTAAACTCGCAA-1 1 0.000
#> CGGTCACTGTTTGG-1 1 0.000
#> CGGTCACTTACTTC-1 1 0.000
#> CGTAACGATCGCCT-1 1 0.000
#> CGTACCACACACAC-1 1 0.000
#> CGTACCACACGTTG-1 1 0.000
#> CGTACCACCTCATT-1 1 0.000
#> CGTACCACGGAGCA-1 1 0.000
#> CGTACCTGGCATCA-1 1 1.000
#> CGTAGCCTCTCTCG-1 2 0.000
#> CGTAGCCTGCGAAG-1 1 0.000
#> CGTAGCCTGTATGC-1 2 0.000
#> CGTCAAGAAAGGTA-1 2 0.000
#> CGTCAAGAACGTGT-1 1 0.000
#> CGTCAAGACAGAGG-1 1 0.000
#> CGTCAAGACAGGAG-1 1 0.751
#> CGTCCATGCTCTTA-1 1 0.000
#> CGTCGACTTTCCGC-1 1 0.000
#> CGTGATGACGCTAA-1 1 0.000
#> CGTGATGAGGTTCA-1 1 0.000
#> CGTGCACTTATGGC-1 2 0.000
#> CGTGTAGAAAAACG-1 1 0.000
#> CGTGTAGACGATAC-1 1 0.751
#> CGTGTAGAGTTACG-1 2 1.000
#> CGTGTAGAGTTCAG-1 2 0.000
#> CGTGTAGATTCGGA-1 2 0.751
#> CGTTAGGAAACCAC-1 1 0.000
#> CGTTAGGATCATTC-1 2 0.000
#> CGTTATACCCTGAA-1 1 1.000
#> CGTTTAACTGGTCA-1 1 0.000
#> CTAAACCTCTGACA-1 2 0.000
#> CTAAACCTGTGCAT-1 1 0.000
#> CTAACACTAACGTC-1 1 0.000
#> CTAACACTAGTGCT-1 2 0.000
#> CTAACGGAACCGAT-1 2 1.000
#> CTAACGGATTTCTG-1 1 0.000
#> CTAACTACGGCAAG-1 1 0.000
#> CTAAGGACACCATG-1 1 0.000
#> CTAAGGACCGTTAG-1 1 0.000
#> CTAAGGACGCCATA-1 2 0.000
#> CTAAGGTGCCTAAG-1 1 0.000
#> CTAAGGTGTTGCAG-1 1 0.000
#> CTAAGGTGTTTCTG-1 1 0.000
#> CTAATAGAGCTATG-1 1 0.000
#> CTAATGCTTGTGGT-1 2 0.000
#> CTACAACTCCCGTT-1 1 0.502
#> CTACCTCTCAACCA-1 1 0.000
#> CTACGCACACCTAG-1 2 0.000
#> CTACGCACTCTCCG-1 1 0.000
#> CTACGCACTGGTCA-1 1 1.000
#> CTACGGCTTTCTTG-1 2 0.000
#> CTACTATGAACCAC-1 2 0.000
#> CTACTATGATGTGC-1 2 0.000
#> CTACTATGCTAAGC-1 1 0.000
#> CTACTATGTAAAGG-1 1 0.000
#> CTACTCCTATGTCG-1 2 0.000
#> CTACTCCTGCCATA-1 2 0.000
#> CTAGAGACACTTTC-1 1 0.000
#> CTAGAGACAGCATC-1 1 0.000
#> CTAGAGACTTTGGG-1 2 0.000
#> CTAGATCTCTCTAT-1 1 0.000
#> CTAGATCTTCGACA-1 1 0.000
#> CTAGGATGAGCCTA-1 1 0.249
#> CTAGGATGATCGTG-1 1 0.000
#> CTAGGCCTCTCAGA-1 1 0.000
#> CTAGGTGATGGTTG-1 2 0.000
#> CTAGTTACCAGAGG-1 1 0.000
#> CTAGTTACCGCATA-1 1 0.000
#> CTAGTTACGAAACA-1 2 1.000
#> CTATAAGATCGTTT-1 1 0.000
#> CTATACTGAGGTTC-1 2 1.000
#> CTATACTGCCAGTA-1 1 0.000
#> CTATACTGCGCTAA-1 2 0.000
#> CTATACTGCTACGA-1 2 1.000
#> CTATACTGTCTCAT-1 2 1.000
#> CTATACTGTTCGTT-1 1 0.000
#> CTATAGCTGTCACA-1 1 0.000
#> CTATAGCTTCGCTC-1 2 0.000
#> CTATAGCTTGCCTC-1 2 0.000
#> CTATCAACGAACTC-1 1 0.000
#> CTATCAACGCAGAG-1 1 0.000
#> CTATCAACTTTGGG-1 1 0.000
#> CTATCCCTCCACCT-1 2 0.000
#> CTATGTACGAGAGC-1 1 0.000
#> CTATGTACGCTTAG-1 1 0.000
#> CTATGTACTGTTTC-1 1 0.000
#> CTATGTTGAAAGCA-1 1 0.000
#> CTATGTTGTCCTCG-1 1 0.000
#> CTATGTTGTCTCGC-1 1 0.000
#> CTATTGACAAACGA-1 2 0.000
#> CTATTGACACTGGT-1 2 0.000
#> CTATTGACGGTGAG-1 2 0.000
#> CTATTGTGGCAAGG-1 1 0.000
#> CTCAATTGGTTCAG-1 1 0.000
#> CTCAATTGGTTGCA-1 2 0.000
#> CTCAGAGATAGAAG-1 1 0.000
#> CTCAGCACTCTAGG-1 1 0.000
#> CTCAGCACTGAACC-1 2 0.000
#> CTCAGCACTTGCAG-1 1 0.000
#> CTCAGCTGAACCTG-1 2 0.000
#> CTCAGCTGCAGTTG-1 1 0.000
#> CTCAGGCTCGTTGA-1 2 0.000
#> CTCAGGCTGCTAAC-1 1 0.000
#> CTCATTGACCTTAT-1 1 0.000
#> CTCATTGATGCTTT-1 2 0.000
#> CTCCACGAGAGATA-1 2 0.000
#> CTCCATCTCTTAGG-1 1 0.000
#> CTCCATCTGACGAG-1 1 0.000
#> CTCCGAACAAGTGA-1 2 0.000
#> CTCCTACTGCCTTC-1 2 0.000
#> CTCGAAGATGTGGT-1 1 0.000
#> CTCGAAGATTAGGC-1 2 0.000
#> CTCGACTGCTCTAT-1 1 0.000
#> CTCGACTGGGTGAG-1 1 0.000
#> CTCGACTGGTTGAC-1 2 1.000
#> CTCGAGCTCTGGAT-1 1 1.000
#> CTCGCATGACTTTC-1 1 0.000
#> CTCGCATGCTTAGG-1 1 0.000
#> CTCTAAACCTCGAA-1 1 0.000
#> CTCTAAACGGCGAA-1 1 0.000
#> CTCTAATGTCCAAG-1 2 0.000
#> CTGAACGACAGTCA-1 1 0.000
#> CTGAACGATGAGGG-1 1 0.253
#> CTGAAGACCCAACA-1 1 0.000
#> CTGAAGACGTGCAT-1 1 0.000
#> CTGAAGTGAAGCCT-1 2 0.000
#> CTGAAGTGCAGCTA-1 1 0.000
#> CTGAAGTGGCTATG-1 1 0.000
#> CTGAAGTGTCCAGA-1 1 0.000
#> CTGAATCTGAATAG-1 1 0.249
#> CTGACAGAATCGTG-1 1 0.751
#> CTGACCACAGCAAA-1 1 0.000
#> CTGAGAACCGGGAA-1 1 0.000
#> CTGAGAACGTAAAG-1 2 1.000
#> CTGATACTAGTAGA-1 1 0.000
#> CTGATTTGGTGTTG-1 2 0.000
#> CTGCAGCTAACCGT-1 1 0.000
#> CTGCAGCTGACACT-1 1 0.000
#> CTGCAGCTGGATTC-1 2 0.000
#> CTGCAGCTTGGCAT-1 1 0.000
#> CTGCCAACAGGAGC-1 1 0.000
#> CTGCCAACCAGCTA-1 1 0.000
#> CTGCCAACTAACCG-1 2 0.000
#> CTGCCAACTGCTCC-1 1 0.000
#> CTGCCAACTTGCAG-1 1 0.000
#> CTGCCAACTTGCTT-1 1 0.000
#> CTGCGACTCCACCT-1 1 0.502
#> CTGGAAACAAACGA-1 1 0.502
#> CTGGAAACATCGAC-1 1 0.000
#> CTGGATGACTGGAT-1 1 0.000
#> CTGGATGACTTGTT-1 1 0.498
#> CTGGATGATGTGAC-1 1 0.000
#> CTGGCACTCAAGCT-1 2 0.000
#> CTGTAACTAACCAC-1 1 0.000
#> CTGTAACTAGCGTT-1 1 0.000
#> CTGTATACGTAAAG-1 1 0.000
#> CTGTATACGTACGT-1 2 0.000
#> CTGTATACGTTGGT-1 1 0.000
#> CTGTGAGACAACCA-1 2 0.000
#> CTGTGAGACCTTGC-1 1 0.000
#> CTGTGAGACGAACT-1 2 0.000
#> CTGTGAGACTGTAG-1 2 0.000
#> CTTAAAGAACCTGA-1 1 0.000
#> CTTAACACCTGTAG-1 1 0.000
#> CTTAACACTATCGG-1 1 0.000
#> CTTAAGCTACCTAG-1 1 0.000
#> CTTAAGCTAGTACC-1 1 0.000
#> CTTAAGCTCATCAG-1 1 0.000
#> CTTAAGCTCCGCTT-1 1 0.000
#> CTTACAACTAACGC-1 1 0.000
#> CTTACAACTCCCGT-1 2 0.000
#> CTTACTGACGTACA-1 1 0.000
#> CTTAGACTAAACGA-1 1 0.000
#> CTTAGGGACTTGCC-1 1 0.000
#> CTTAGGGAGAATCC-1 1 0.000
#> CTTATCGACTCATT-1 1 0.000
#> CTTCACCTACCTGA-1 2 0.000
#> CTTCATGAAGCATC-1 1 0.000
#> CTTCATGAAGTACC-1 1 0.000
#> CTTCATGACCGAAT-1 1 0.000
#> CTTGAACTACGCAT-1 1 0.000
#> CTTGATTGAGGTTC-1 1 1.000
#> CTTGATTGATCTTC-1 2 0.000
#> CTTGATTGCATTCT-1 1 0.000
#> CTTGATTGTTTCGT-1 1 0.000
#> CTTGTATGACACCA-1 1 0.000
#> CTTGTATGCGCAAT-1 1 0.000
#> CTTTACGAGCGAAG-1 1 0.000
#> CTTTAGACCGTGAT-1 1 0.000
#> CTTTAGACGAGACG-1 1 0.000
#> CTTTAGACGATACC-1 1 0.000
#> CTTTAGACGTTGGT-1 1 0.000
#> CTTTAGACTCATTC-1 1 0.000
#> CTTTAGTGACGGGA-1 2 1.000
#> CTTTAGTGGGTGGA-1 1 0.000
#> CTTTCAGAGAAACA-1 1 0.000
#> CTTTGATGAGCACT-1 1 0.000
#> CTTTGATGTCTAGG-1 1 0.000
#> CTTTGATGTGTCCC-1 1 0.000
#> CTTTGATGTGTGGT-1 1 0.000
#> GAAACAGAACTACG-1 1 0.000
#> GAAACAGAATCACG-1 1 0.000
#> GAAACAGACATTCT-1 1 0.000
#> GAAACCTGATCGTG-1 1 0.000
#> GAAACCTGATGCCA-1 1 0.000
#> GAAACCTGCTTATC-1 1 0.000
#> GAAACCTGGACTAC-1 2 0.000
#> GAAACCTGTGCTAG-1 1 0.000
#> GAAAGATGATTTCC-1 1 0.000
#> GAAAGATGCTGATG-1 2 0.000
#> GAAAGATGCTTCGC-1 2 0.000
#> GAAAGATGTAAGGA-1 1 0.249
#> GAAAGCCTACGTTG-1 1 0.000
#> GAAAGTGAAAGTGA-1 2 0.000
#> GAAAGTGACCACAA-1 2 0.000
#> GAAAGTGACTCAAG-1 1 0.000
#> GAAATACTACCAAC-1 2 1.000
#> GAAATACTCTTAGG-1 1 0.000
#> GAAATACTTCCTCG-1 1 1.000
#> GAACACACGTGCAT-1 2 0.000
#> GAACACACTGCCTC-1 1 0.000
#> GAACAGCTAACTGC-1 2 0.000
#> GAACAGCTCTCAGA-1 2 0.000
#> GAACCAACCACAAC-1 1 0.000
#> GAACCAACTTCCGC-1 2 1.000
#> GAACCTGAACGTGT-1 1 0.000
#> GAACCTGAGAGACG-1 1 0.000
#> GAACCTGATGAACC-1 1 0.000
#> GAACGGGATACTTC-1 1 0.000
#> GAACTGTGACCTGA-1 2 0.000
#> GAACTGTGCCAGTA-1 2 0.000
#> GAAGAATGCAATCG-1 1 0.000
#> GAAGCGGACCTATT-1 2 0.000
#> GAAGCTACGAATGA-1 2 0.000
#> GAAGCTACGGTTTG-1 1 1.000
#> GAAGGGTGAAAGTG-1 1 0.000
#> GAAGGGTGCTTAGG-1 2 0.000
#> GAAGGTCTGAAAGT-1 1 1.000
#> GAAGGTCTGTTGCA-1 1 0.000
#> GAAGGTCTTAAAGG-1 2 0.000
#> GAAGTAGACTCCCA-1 1 0.502
#> GAAGTAGATCCAAG-1 2 0.000
#> GAAGTCACCCTCGT-1 2 0.000
#> GAAGTCACCCTGTC-1 1 0.000
#> GAAGTCTGTCGCAA-1 1 0.000
#> GAAGTCTGTTCTGT-1 1 0.000
#> GAAGTGCTAAACGA-1 2 1.000
#> GAAGTGCTCCGCTT-1 2 0.000
#> GAAGTGCTTAACCG-1 1 0.000
#> GAATGCACCCTAAG-1 1 0.000
#> GAATGCACCTTCGC-1 2 1.000
#> GAATGCTGCGGTAT-1 1 0.000
#> GAATTAACGATAAG-1 1 0.000
#> GAATTAACGGTCAT-1 1 0.000
#> GAATTAACGTCGTA-1 2 1.000
#> GAATTAACTGAAGA-1 1 0.000
#> GACAACACAGGCGA-1 1 0.000
#> GACAACACATCGTG-1 1 0.000
#> GACAACACTCGCCT-1 1 0.000
#> GACAACTGAGGTTC-1 1 0.000
#> GACAGGGAAGAGTA-1 1 0.000
#> GACAGGGAATGCCA-1 1 0.000
#> GACAGTACGAGCTT-1 2 0.000
#> GACAGTACTTCGGA-1 2 0.000
#> GACAGTTGAGTAGA-1 1 0.000
#> GACATTCTCCACCT-1 2 0.000
#> GACCAAACGACTAC-1 2 0.000
#> GACCAAACGTATCG-1 2 0.000
#> GACCCTACTAAAGG-1 1 0.000
#> GACCTAGACCTCAC-1 1 0.000
#> GACCTAGACGAGAG-1 1 0.000
#> GACCTCACAAGGTA-1 1 0.000
#> GACCTCACGTACGT-1 2 0.000
#> GACCTCTGCATCAG-1 1 0.000
#> GACGAACTCCCACT-1 1 0.000
#> GACGATTGCCAATG-1 1 0.000
#> GACGCCGACCTTCG-1 1 0.000
#> GACGCTCTCTCTCG-1 2 1.000
#> GACGGCACACGGGA-1 2 0.000
#> GACGGCACGAGATA-1 2 0.000
#> GACGTAACCTATGG-1 1 0.000
#> GACGTAACCTGTGA-1 1 0.000
#> GACGTAACTATGGC-1 1 0.000
#> GACGTATGTTGACG-1 1 0.000
#> GACGTATGTTTGCT-1 1 0.000
#> GACGTCCTACGGAG-1 1 0.000
#> GACGTCCTCTCAAG-1 2 0.000
#> GACGTCCTGATAAG-1 1 0.000
#> GACTACGATGGTCA-1 1 0.000
#> GACTCCTGCTCGCT-1 1 0.000
#> GACTCCTGGGTTAC-1 1 0.000
#> GACTCCTGTTATCC-1 1 0.000
#> GACTCCTGTTGGTG-1 2 0.000
#> GACTGAACCAATCG-1 2 0.000
#> GACTGATGTGATGC-1 1 0.000
#> GACTTTACATGCCA-1 1 0.000
#> GACTTTACGACAGG-1 1 0.000
#> GAGAAATGTTCTCA-1 1 0.000
#> GAGATAGAAAAAGC-1 2 0.000
#> GAGATCACGACAAA-1 2 0.000
#> GAGATGCTCTGGAT-1 1 0.000
#> GAGATGCTGAATGA-1 1 0.249
#> GAGCAGGATTCCCG-1 1 0.000
#> GAGCATACTTTGCT-1 2 0.000
#> GAGCGCACGCGTAT-1 2 0.000
#> GAGCGCACGGTGAG-1 1 0.000
#> GAGCGCTGAAGATG-1 1 1.000
#> GAGCGCTGTCTTAC-1 2 0.000
#> GAGCGGCTGGGAGT-1 1 0.000
#> GAGGACGACTCAGA-1 1 0.000
#> GAGGATCTGAAAGT-1 1 0.000
#> GAGGCAGACTTGCC-1 1 1.000
#> GAGGGAACACCAGT-1 1 0.000
#> GAGGGAACGAGGGT-1 1 0.249
#> GAGGGATGGGAAAT-1 1 0.000
#> GAGGGCCTTCACCC-1 1 0.000
#> GAGGGTGAAGAGTA-1 1 0.000
#> GAGGTACTACGGTT-1 1 0.000
#> GAGGTACTACTCAG-1 2 0.000
#> GAGGTACTGACACT-1 1 1.000
#> GAGGTACTGGGAGT-1 1 0.000
#> GAGGTACTTAGCGT-1 2 0.000
#> GAGGTGGAGTACGT-1 1 0.000
#> GAGGTGGATCCTCG-1 2 0.253
#> GAGGTTACTCGTTT-1 2 0.000
#> GAGGTTTGTAAGCC-1 2 0.000
#> GAGTCAACCATTCT-1 1 0.000
#> GAGTCAACGGGAGT-1 1 0.000
#> GAGTCTGATCGTGA-1 1 0.000
#> GAGTCTGATTTGGG-1 1 0.000
#> GAGTGACTCAGCTA-1 1 0.751
#> GAGTGACTCGGTAT-1 1 0.000
#> GAGTGACTCTTGCC-1 1 0.000
#> GAGTGACTGACTAC-1 1 0.000
#> GAGTGACTGTCTAG-1 1 0.000
#> GAGTGGGAGTCTTT-1 1 0.000
#> GAGTGGGATGCCCT-1 1 0.000
#> GAGTGGGATGCTGA-1 1 0.000
#> GAGTGTTGCTGTAG-1 1 0.000
#> GAGTGTTGTGGTCA-1 1 0.000
#> GAGTTGTGCATGGT-1 2 0.502
#> GAGTTGTGCTGAGT-1 1 0.498
#> GAGTTGTGGCGAGA-1 2 0.000
#> GAGTTGTGGTAGCT-1 2 0.000
#> GAGTTGTGTATGCG-1 2 0.000
#> GATAAGGAGAAACA-1 2 0.000
#> GATAAGGATTCACT-1 2 0.000
#> GATACTCTATCGGT-1 1 0.000
#> GATACTCTTACTTC-1 1 0.000
#> GATACTCTTGACTG-1 2 0.000
#> GATAGAGAAGGGTG-1 1 0.249
#> GATAGAGACTGTGA-1 1 0.000
#> GATAGAGATCACGA-1 2 0.000
#> GATAGCACCCATAG-1 1 0.000
#> GATAGCACGAAGGC-1 2 0.000
#> GATAGCACTTGTCT-1 1 0.000
#> GATATAACAAGGTA-1 1 0.000
#> GATATAACACGCAT-1 1 0.000
#> GATATATGCTGGAT-1 1 0.000
#> GATATATGTCCGTC-1 1 0.000
#> GATATATGTGGAGG-1 2 0.000
#> GATATCCTAGAAGT-1 1 0.000
#> GATATCCTCCCGTT-1 2 0.000
#> GATATTGACAGGAG-1 1 0.000
#> GATATTGACGAGTT-1 2 0.000
#> GATATTGAGCCAAT-1 1 0.000
#> GATCCCTGACCTTT-1 2 1.000
#> GATCCCTGTGTAGC-1 1 0.000
#> GATCCGCTGGTCAT-1 2 0.000
#> GATCGAACCGAGAG-1 1 0.000
#> GATCGATGACTAGC-1 1 0.000
#> GATCGATGGTAAAG-1 1 0.000
#> GATCGATGTAAGGA-1 2 0.000
#> GATCGTGACACTAG-1 1 0.000
#> GATCGTGATTCACT-1 1 0.000
#> GATCTACTGGTGAG-1 1 0.000
#> GATCTACTTTGCAG-1 1 0.000
#> GATCTTACACCCAA-1 2 0.000
#> GATCTTACCCTACC-1 1 0.000
#> GATCTTACGAATAG-1 2 0.000
#> GATCTTACGAGATA-1 2 0.000
#> GATGCAACTCCAGA-1 1 0.000
#> GATGCCCTACGTAC-1 1 0.000
#> GATGCCCTCTCATT-1 1 0.000
#> GATGCCCTGGCAAG-1 2 0.000
#> GATGCCCTTTTGCT-1 1 0.000
#> GATTACCTTGTTCT-1 1 0.000
#> GATTCGGAACGACT-1 1 0.000
#> GATTCGGACAGGAG-1 2 0.000
#> GATTCGGAGAAGGC-1 2 0.000
#> GATTCTTGATTCGG-1 2 0.000
#> GATTCTTGCCGATA-1 1 0.000
#> GATTCTTGCGAGTT-1 1 0.000
#> GATTGGACCCGTTC-1 1 0.000
#> GATTGGACGGTGTT-1 1 0.000
#> GATTGGACTTTCGT-1 1 0.000
#> GATTGGTGTGTCAG-1 1 0.000
#> GATTTAGACACTCC-1 2 0.000
#> GATTTAGACTAAGC-1 1 1.000
#> GATTTAGATTCGTT-1 2 1.000
#> GATTTGCTAACGAA-1 1 0.000
#> GATTTGCTAACGGG-1 2 0.502
#> GCAACCCTCCTCGT-1 2 0.000
#> GCAACTGATTGCGA-1 1 0.000
#> GCAAGACTACTGGT-1 1 0.000
#> GCAAGACTAGGTCT-1 1 0.000
#> GCAAGACTCCCTTG-1 1 0.000
#> GCAATCGACTGCAA-1 1 0.000
#> GCAATCGAGACGTT-1 2 0.000
#> GCAATCGATCCTTA-1 2 0.000
#> GCAATTCTCGTGTA-1 1 0.000
#> GCAATTCTTCTCCG-1 1 0.000
#> GCACAAACAATGCC-1 1 0.000
#> GCACAAACGGTACT-1 1 0.000
#> GCACAATGGTGCAT-1 2 0.000
#> GCACACCTGTGCTA-1 2 1.000
#> GCACCACTCATGAC-1 2 0.000
#> GCACCACTGTTTGG-1 2 0.253
#> GCACCACTTCCTTA-1 2 1.000
#> GCACCACTTTCGGA-1 2 0.000
#> GCACCTACGCGATT-1 1 0.000
#> GCACCTTGGCTGTA-1 1 0.000
#> GCACCTTGGGGAGT-1 2 0.000
#> GCACGGACCAGCTA-1 1 0.000
#> GCACGGTGACCTCC-1 1 0.000
#> GCACGGTGCTATGG-1 2 0.000
#> GCACTAGAACGGGA-1 1 0.000
#> GCACTAGAAGATGA-1 1 0.000
#> GCACTAGACCTTTA-1 2 0.000
#> GCACTAGACGTAAC-1 1 0.000
#> GCACTAGAGTCGTA-1 1 0.751
#> GCACTAGATGCAAC-1 1 0.000
#> GCACTGCTGAGGCA-1 1 0.000
#> GCAGATACAGCGTT-1 1 0.000
#> GCAGATACGACGGA-1 1 0.000
#> GCAGATACGCAGAG-1 1 0.000
#> GCAGCCGACAGTCA-1 1 0.000
#> GCAGCGTGCACTCC-1 1 0.000
#> GCAGCTCTCAATCG-1 1 0.000
#> GCAGCTCTGTTTCT-1 1 0.000
#> GCAGGGCTAAGAAC-1 1 0.000
#> GCAGGGCTAAGGGC-1 1 0.000
#> GCAGGGCTATCGAC-1 2 0.747
#> GCAGGGCTTGGGAG-1 1 0.000
#> GCAGTCCTAACTGC-1 1 0.000
#> GCAGTCCTCTCTTA-1 1 0.000
#> GCATCAGATGCGTA-1 1 0.000
#> GCATGTGACAAGCT-1 1 0.000
#> GCATTGGAGAAGGC-1 1 0.000
#> GCCAAAACGAGGCA-1 1 0.000
#> GCCAAATGATCGAC-1 1 0.000
#> GCCAACCTACGGTT-1 1 0.000
#> GCCAACCTCGCCTT-1 1 0.000
#> GCCACGGAGGCGAA-1 2 0.000
#> GCCACGGATACTGG-1 1 0.000
#> GCCACTACGTCTTT-1 1 0.000
#> GCCCAACTACCGAT-1 1 0.000
#> GCCCAACTATGGTC-1 1 0.000
#> GCCCATACAGCGTT-1 1 0.249
#> GCCGACGAACTCTT-1 2 0.000
#> GCCGAGTGCGTTGA-1 1 0.000
#> GCCGGAACGAACTC-1 1 0.000
#> GCCGGAACGTTCTT-1 2 1.000
#> GCCGGAACTGCACA-1 2 1.000
#> GCCGGAACTTACTC-1 1 0.000
#> GCCGTACTACCTGA-1 1 0.000
#> GCCGTACTGGCAAG-1 2 0.000
#> GCCTACACAGTTCG-1 2 0.751
#> GCCTACACCACTGA-1 2 0.000
#> GCCTACACCTTGAG-1 1 0.000
#> GCCTAGCTACGGAG-1 1 0.000
#> GCCTAGCTCTATTC-1 1 0.000
#> GCCTAGCTTCTCAT-1 1 0.000
#> GCCTAGCTTCTCTA-1 2 0.000
#> GCCTCAACCATGGT-1 1 0.000
#> GCCTCAACTCTTTG-1 1 1.000
#> GCCTCATGTCTTAC-1 1 0.000
#> GCCTGACTCTCAAG-1 2 0.000
#> GCGAAGGAACTCTT-1 1 0.000
#> GCGAAGGATGCCAA-1 1 0.000
#> GCGAGAGAGGGACA-1 1 0.000
#> GCGAGCACTGTCGA-1 1 0.498
#> GCGAGCACTTGACG-1 1 0.000
#> GCGAGCACTTGCTT-1 2 0.000
#> GCGATATGGTACGT-1 1 0.000
#> GCGATATGGTGTTG-1 1 0.000
#> GCGCACGAAGTCGT-1 1 0.000
#> GCGCACGACTTTAC-1 2 0.000
#> GCGCATCTAGGTCT-1 1 0.000
#> GCGCATCTGGTTAC-1 1 1.000
#> GCGCATCTTCGATG-1 1 0.000
#> GCGCATCTTGCTCC-1 1 1.000
#> GCGCATCTTTCTAC-1 1 0.000
#> GCGCGAACGTTCTT-1 1 0.000
#> GCGCGATGAACGGG-1 1 0.000
#> GCGCGATGGTGCAT-1 2 1.000
#> GCGGAGCTCCTGAA-1 1 0.000
#> GCGGCAACCCGATA-1 1 0.000
#> GCGGCAACGGAGGT-1 1 0.000
#> GCGGCAACTGTCGA-1 2 1.000
#> GCGTAAACACGGTT-1 2 0.000
#> GCGTAATGCACCAA-1 2 0.000
#> GCGTATGAACACCA-1 1 0.000
#> GCGTATGATGAGAA-1 2 0.000
#> GCTACAGAAAGGTA-1 1 0.000
#> GCTACAGAATCTTC-1 1 0.000
#> GCTACCTGAGAAGT-1 2 0.000
#> GCTACCTGATCACG-1 1 0.000
#> GCTACGCTAGAATG-1 1 0.000
#> GCTACGCTAGCTAC-1 1 0.000
#> GCTACGCTCCCTAC-1 1 0.000
#> GCTAGAACAGAGGC-1 1 0.000
#> GCTAGAACGGATCT-1 1 0.000
#> GCTAGAACTCCCGT-1 1 0.000
#> GCTAGATGAGCTCA-1 2 0.000
#> GCTAGATGGCGATT-1 1 0.000
#> GCTATACTAAGGCG-1 1 0.000
#> GCTATACTAGCGTT-1 1 1.000
#> GCTATACTCTCTTA-1 1 0.000
#> GCTATACTGGACGA-1 1 0.000
#> GCTCAAGAACCATG-1 2 0.000
#> GCTCAAGAAGTCAC-1 2 0.000
#> GCTCAGCTGTCTAG-1 1 0.000
#> GCTCCATGAGAAGT-1 1 1.000
#> GCTCCATGCCGAAT-1 1 0.000
#> GCTCGACTCTAGTG-1 2 0.000
#> GCTGATGAGGTATC-1 2 0.000
#> GCTTAACTACAGTC-1 2 0.000
#> GCTTAACTACTGGT-1 1 0.249
#> GCTTAACTGCTGAT-1 1 0.000
#> GCTTAACTTAGACC-1 2 0.000
#> GCTTAACTTCAGTG-1 1 0.000
#> GGAACACTCACTTT-1 2 0.253
#> GGAACACTTCAGAC-1 2 1.000
#> GGAACTACTACTTC-1 1 0.000
#> GGAACTTGAAGGTA-1 2 0.000
#> GGAACTTGAGAATG-1 1 0.000
#> GGAACTTGCTCCAC-1 2 0.000
#> GGAACTTGGGTAGG-1 1 0.000
#> GGAAGGACATCGGT-1 2 0.000
#> GGAAGGACCACTAG-1 1 0.000
#> GGAAGGACGAGGGT-1 1 0.000
#> GGAAGGACGCGAAG-1 1 0.000
#> GGAAGGTGGCGAGA-1 2 0.253
#> GGAATCTGAAGGGC-1 1 0.000
#> GGAATCTGAGGAGC-1 1 0.000
#> GGAATCTGCTTAGG-1 1 0.000
#> GGAATCTGCTTGTT-1 2 0.000
#> GGAATCTGGGAGGT-1 1 0.000
#> GGAATGCTTTCTAC-1 1 0.000
#> GGACAGGAAAGGGC-1 1 0.000
#> GGACAGGAGTGCTA-1 1 0.000
#> GGACAGGATCTCGC-1 1 0.000
#> GGACCCGAAGCTAC-1 2 0.000
#> GGACCGTGCTTACT-1 2 0.000
#> GGACCGTGGGAACG-1 2 0.000
#> GGACCGTGTAACGC-1 1 0.000
#> GGACCTCTGTAAGA-1 2 0.000
#> GGACCTCTTTTCTG-1 1 0.000
#> GGACGAGAGTGTCA-1 2 0.000
#> GGACGCTGACGCAT-1 1 0.000
#> GGACGCTGCTAGCA-1 1 0.000
#> GGACGCTGTCCTCG-1 2 1.000
#> GGAGAGACGTGAGG-1 1 0.000
#> GGAGCAGATTCAGG-1 1 0.000
#> GGAGCCACCTTCTA-1 1 0.000
#> GGAGCGCTACGCAT-1 2 0.000
#> GGAGCGCTCCGAAT-1 1 0.000
#> GGAGGATGCCACCT-1 1 0.000
#> GGAGGATGGTTGAC-1 2 0.000
#> GGAGGATGTCAGTG-1 2 0.000
#> GGAGGCCTCGTTGA-1 1 1.000
#> GGAGGCCTTTCTTG-1 1 0.000
#> GGAGGTGATACGCA-1 1 0.000
#> GGAGGTGATCGCTC-1 1 0.000
#> GGATACTGCAGCTA-1 1 0.000
#> GGATACTGTCTAGG-1 1 0.000
#> GGATAGCTCGTCTC-1 1 0.000
#> GGATAGCTCTGAAC-1 1 0.000
#> GGATGTACCAAAGA-1 1 0.000
#> GGATGTACGCGAAG-1 1 0.000
#> GGATGTACGTCTTT-1 2 1.000
#> GGATGTACGTGTCA-1 1 0.000
#> GGATTTCTAGGTTC-1 1 0.000
#> GGATTTCTTTGTCT-1 2 0.000
#> GGCAAGGAAAAAGC-1 2 0.249
#> GGCAAGGAAGAAGT-1 1 0.000
#> GGCAAGGACTTGGA-1 2 0.000
#> GGCAAGGAGGACTT-1 1 0.000
#> GGCAATACGCTAAC-1 1 0.000
#> GGCAATACGGCATT-1 1 0.000
#> GGCAATACGTTTCT-1 1 0.000
#> GGCACGTGGCTTAG-1 2 0.000
#> GGCACTCTTTTGTC-1 1 0.000
#> GGCATATGCTTATC-1 1 1.000
#> GGCATATGGGGAGT-1 2 1.000
#> GGCATATGTGTGAC-1 1 0.000
#> GGCCACGACAGAGG-1 1 0.000
#> GGCCAGACTGGTTG-1 1 0.000
#> GGCCCAGAAAGTAG-1 2 0.000
#> GGCCGAACAACGAA-1 1 0.000
#> GGCCGAACGCAGAG-1 1 0.000
#> GGCCGAACGTAGGG-1 1 0.000
#> GGCCGAACTCTAGG-1 2 1.000
#> GGCCGATGCAGGAG-1 1 0.000
#> GGCCGATGCCGAAT-1 1 0.000
#> GGCCGATGTACTCT-1 1 0.000
#> GGCGACACTGCCCT-1 1 0.000
#> GGCGACTGCGTAAC-1 1 0.000
#> GGCGCATGCCTAAG-1 2 0.000
#> GGCGCATGCTCCAC-1 1 0.000
#> GGCGCATGTGGAAA-1 1 0.000
#> GGCGGACTAGAGGC-1 1 0.000
#> GGCGGACTAGGAGC-1 1 0.000
#> GGCGGACTCTGACA-1 1 0.000
#> GGCGGACTCTTGGA-1 1 0.751
#> GGCGGACTTACTGG-1 1 0.000
#> GGCGGACTTGAACC-1 1 0.000
#> GGCTAAACACCTGA-1 1 0.000
#> GGCTAAACTCTTAC-1 1 0.000
#> GGCTAATGAGCACT-1 1 0.747
#> GGCTAATGGTCTAG-1 1 0.000
#> GGCTCACTACTCAG-1 2 0.000
#> GGGAACGAAGCTCA-1 2 0.000
#> GGGAACGACACAAC-1 1 0.000
#> GGGAACGAGTGTCA-1 2 0.000
#> GGGAAGTGTTGAGC-1 2 0.000
#> GGGACCACACGTTG-1 1 1.000
#> GGGACCACAGAACA-1 1 0.000
#> GGGACCACGAATAG-1 1 0.000
#> GGGACCACGTCATG-1 1 0.000
#> GGGACCACTCAAGC-1 1 0.000
#> GGGACCACTCGTGA-1 1 0.000
#> GGGACCACTGCATG-1 1 0.000
#> GGGACCTGACCCTC-1 2 0.000
#> GGGACCTGCTTGCC-1 1 0.000
#> GGGACCTGTGGAGG-1 1 0.000
#> GGGATGGACGACAT-1 1 0.000
#> GGGATGGATACTTC-1 1 0.000
#> GGGATGGATGGTTG-1 2 0.000
#> GGGATTACGTCTAG-1 1 0.000
#> GGGCAAGATGCATG-1 2 0.000
#> GGGCACACGGTGAG-1 2 0.000
#> GGGCACACGTTGCA-1 1 0.000
#> GGGCAGCTTGGGAG-1 1 0.000
#> GGGCAGCTTTTCTG-1 1 0.000
#> GGGCCAACCTTGGA-1 2 0.000
#> GGGCCAACGCGTTA-1 1 0.000
#> GGGCCAACTACGCA-1 2 0.000
#> GGGCCAACTCCAAG-1 1 0.000
#> GGGCCATGATGGTC-1 1 0.000
#> GGGCCATGTTGACG-1 1 0.000
#> GGGTAACTCAGCTA-1 1 0.000
#> GGGTAACTCTAGTG-1 1 0.000
#> GGGTAACTCTGGAT-1 1 0.000
#> GGGTTAACGTGCAT-1 2 1.000
#> GGTAAAGAGCTAAC-1 1 1.000
#> GGTACAACTGCAAC-1 1 0.000
#> GGTACATGAAAGCA-1 1 0.000
#> GGTACATGAGCTCA-1 1 0.000
#> GGTACATGCGGTAT-1 1 0.000
#> GGTACATGGTTACG-1 1 0.000
#> GGTACATGTGGGAG-1 1 0.000
#> GGTACTGAACTCTT-1 2 0.000
#> GGTAGTACACCACA-1 1 0.000
#> GGTAGTACACTAGC-1 2 0.000
#> GGTAGTACCCTGTC-1 1 0.000
#> GGTAGTACGCCATA-1 2 0.000
#> GGTAGTACTGTCTT-1 1 0.000
#> GGTATCGAGACAAA-1 2 1.000
#> GGTATCGATGAACC-1 1 0.000
#> GGTCAAACCAAAGA-1 1 0.000
#> GGTCTAGAGAAACA-1 2 0.000
#> GGTCTAGATAGCGT-1 2 0.000
#> GGTGATACCGACTA-1 1 0.000
#> GGTGATACGACTAC-1 2 0.000
#> GGTGATACTGTTTC-1 1 0.000
#> GGTGGAGAAACGGG-1 1 0.751
#> GGTGGAGAAGTAGA-1 1 0.000
#> GGTGGAGACAGATC-1 1 1.000
#> GGTGGAGATCGATG-1 1 0.000
#> GGTGGAGATCTCTA-1 2 0.000
#> GGTGGAGATTACTC-1 1 0.000
#> GGTTTACTACGCAT-1 1 0.249
#> GTAACGTGACCTCC-1 2 0.000
#> GTAACGTGATCGGT-1 1 0.000
#> GTAACGTGCAGCTA-1 1 0.000
#> GTAACGTGGTTGAC-1 1 0.000
#> GTAAGCACAACGGG-1 1 0.000
#> GTAAGCACTCATTC-1 1 0.000
#> GTAAGCTGGTACCA-1 2 0.000
#> GTAATAACCTTCTA-1 2 0.000
#> GTAATAACGTTGTG-1 1 0.000
#> GTACCCTGACAGTC-1 2 0.000
#> GTACCCTGGAGCTT-1 1 0.000
#> GTACCCTGTCCTTA-1 1 1.000
#> GTACCCTGTGAACC-1 1 0.000
#> GTACGTGAACGTTG-1 1 0.000
#> GTACTTTGTCGACA-1 1 0.000
#> GTAGACTGAGATGA-1 2 0.000
#> GTAGACTGTATTCC-1 1 0.000
#> GTAGCAACAGTCGT-1 2 0.000
#> GTAGCAACCATTTC-1 1 0.253
#> GTAGCAACGGTAGG-1 2 0.000
#> GTAGCATGCACTCC-1 1 0.000
#> GTAGCATGTAAGCC-1 2 0.000
#> GTAGCCCTGACGTT-1 1 0.000
#> GTAGCTGAAGCTAC-1 2 0.000
#> GTAGCTGAATTCGG-1 1 0.000
#> GTAGGTACACGGGA-1 2 0.000
#> GTAGTGACCTCATT-1 1 0.000
#> GTAGTGTGAGCGGA-1 1 1.000
#> GTAGTGTGAGGCGA-1 2 0.000
#> GTAGTGTGTGGTTG-1 1 0.000
#> GTATCACTGGTAGG-1 2 0.000
#> GTATCTACAGAAGT-1 1 1.000
#> GTATCTACGACGAG-1 1 0.000
#> GTATCTACGTTACG-1 1 0.000
#> GTATTAGAAACAGA-1 2 1.000
#> GTATTAGAGGTCTA-1 1 0.000
#> GTATTCACACAGCT-1 1 0.000
#> GTATTCACGGGTGA-1 1 0.498
#> GTCAACGACACTGA-1 1 0.000
#> GTCAACGAGTGTAC-1 2 0.000
#> GTCAATCTACACCA-1 1 0.000
#> GTCAATCTGTAGCT-1 1 0.249
#> GTCAATCTTGTGGT-1 1 0.000
#> GTCACCTGCCTCCA-1 1 0.000
#> GTCACCTGTCCCGT-1 1 0.000
#> GTCATACTAATCGC-1 1 0.000
#> GTCATACTGCGATT-1 1 1.000
#> GTCATACTTCGCCT-1 2 1.000
#> GTCATACTTTACCT-1 1 0.000
#> GTCATACTTTGACG-1 1 0.000
#> GTCCAAGAAAAACG-1 1 0.000
#> GTCCACTGACCTCC-1 1 0.000
#> GTCCACTGGGTACT-1 2 0.000
#> GTCCAGCTACGGGA-1 1 0.000
#> GTCCCATGTGGTGT-1 2 0.000
#> GTCGAATGAAGGCG-1 2 0.000
#> GTCGACCTGAATGA-1 2 1.000
#> GTCGACCTGTTCAG-1 1 0.000
#> GTCGCACTTGAGAA-1 1 0.000
#> GTCTAACTGGTCTA-1 2 0.000
#> GTCTAGGAGCTTCC-1 2 0.000
#> GTGAACACACTCTT-1 1 0.000
#> GTGAACACTCAGGT-1 1 0.000
#> GTGACCCTTAAGCC-1 1 0.000
#> GTGATGACAAGTGA-1 1 0.000
#> GTGATGACCTGAGT-1 1 0.000
#> GTGATGACGGTTTG-1 1 0.000
#> GTGATTCTCATTTC-1 1 0.000
#> GTGATTCTCTCTCG-1 2 0.000
#> GTGATTCTGGTTCA-1 1 1.000
#> GTGATTCTGTCGAT-1 1 0.000
#> GTGATTCTTAGCGT-1 1 0.000
#> GTGCCACTCAGGAG-1 1 0.000
#> GTGGATTGCACTAG-1 2 0.000
#> GTGGATTGCGGAGA-1 1 0.000
#> GTGGATTGTAACGC-1 1 0.000
#> GTGTACGATCAGTG-1 1 0.000
#> GTGTAGTGGGTACT-1 1 0.000
#> GTGTATCTAGCCTA-1 1 0.000
#> GTGTATCTAGTAGA-1 1 0.000
#> GTGTATCTGTTACG-1 1 0.000
#> GTGTCAGAAGCGTT-1 1 0.000
#> GTTAAAACCGAGAG-1 2 0.000
#> GTTAAATGCTCGAA-1 1 0.000
#> GTTAAATGTCGACA-1 1 0.000
#> GTTAACCTAGCTAC-1 1 0.000
#> GTTAACCTTGCTTT-1 2 0.000
#> GTTAGGTGCACTCC-1 1 0.000
#> GTTAGGTGCCAGTA-1 2 0.000
#> GTTAGGTGCCCAAA-1 2 0.000
#> GTTAGGTGGAACTC-1 1 0.000
#> GTTAGTCTAAGAAC-1 1 0.000
#> GTTATAGAGGACAG-1 1 0.000
#> GTTATGCTTTCATC-1 1 0.000
#> GTTCAACTGGGACA-1 2 1.000
#> GTTCAACTTATGCG-1 1 0.000
#> GTTGACGAGCCCTT-1 1 0.751
#> GTTGACGATATCGG-1 2 0.000
#> GTTGAGTGGTCTTT-1 2 0.000
#> GTTGAGTGTGCTTT-1 1 0.000
#> GTTGATCTGGGACA-1 1 0.000
#> GTTGATCTTTTCAC-1 1 0.502
#> GTTGGATGTTTACC-1 2 0.000
#> GTTGTACTATTCCT-1 2 0.000
#> GTTGTACTTTTGGG-1 1 0.000
#> GTTTAAGACCATGA-1 2 0.000
#> GTTTAAGACTGTCC-1 1 0.000
#> TAAACAACCAACCA-1 1 0.000
#> TAAACAACGAATCC-1 1 0.000
#> TAAAGACTCAGGAG-1 1 0.000
#> TAAATCGATGAGGG-1 1 0.000
#> TAACAATGTGCCCT-1 1 0.000
#> TAACACCTTCGCTC-1 2 0.000
#> TAACACCTTCGTAG-1 2 0.000
#> TAACACCTTGTTTC-1 2 1.000
#> TAACATGACACTAG-1 1 0.000
#> TAACCGGACTTACT-1 1 0.000
#> TAACGTCTCAACCA-1 2 0.000
#> TAACGTCTCATTGG-1 1 0.000
#> TAACTAGAATTTCC-1 1 0.000
#> TAACTAGACTTAGG-1 1 0.000
#> TAACTAGATCTGGA-1 1 0.000
#> TAACTCACGAGGAC-1 2 0.000
#> TAACTCACGTACAC-1 1 0.000
#> TAACTCACGTATCG-1 2 0.000
#> TAACTCACTCTACT-1 1 1.000
#> TAAGAACTGTGTCA-1 2 0.000
#> TAAGAGGACTAAGC-1 1 0.000
#> TAAGAGGACTTGTT-1 2 1.000
#> TAAGATACGGTTCA-1 2 0.000
#> TAAGATTGCGTAGT-1 1 0.000
#> TAAGATTGTTGCTT-1 1 0.000
#> TAAGCGTGAGGTTC-1 2 0.000
#> TAAGCGTGGACAAA-1 2 0.000
#> TAAGCGTGGGAAAT-1 1 0.000
#> TAAGCGTGTGCTCC-1 2 0.000
#> TAAGGCTGCCATGA-1 1 0.000
#> TAAGGCTGCTGCTC-1 1 0.000
#> TAAGGCTGTCTCGC-1 2 0.000
#> TAAGGGCTGCTGTA-1 1 1.000
#> TAAGGGCTTTACTC-1 1 0.000
#> TAAGTAACCGAGAG-1 1 0.000
#> TAAGTAACCTCCAC-1 1 0.000
#> TAAGTAACCTGTAG-1 1 0.000
#> TAAGTAACTTGTCT-1 1 0.000
#> TAATGATGAGCGGA-1 1 0.000
#> TAATGCCTCATGAC-1 1 0.000
#> TAATGCCTCGTCTC-1 2 0.000
#> TAATGTGAAGATGA-1 1 0.000
#> TAATGTGACTGCAA-1 2 0.000
#> TAATGTGATTACTC-1 1 0.000
#> TACAAATGGGTACT-1 1 0.000
#> TACAATGAAAACAG-1 2 0.000
#> TACAATGACTTAGG-1 1 0.000
#> TACAATGATGCTAG-1 1 0.000
#> TACACACTCACACA-1 1 0.000
#> TACACACTCTTACT-1 1 0.249
#> TACATAGAACGCAT-1 1 0.000
#> TACATCACACGGGA-1 1 0.000
#> TACATCACCTGTTT-1 2 0.000
#> TACATCACGCTAAC-1 1 0.000
#> TACATCACTGAACC-1 2 0.000
#> TACCATTGAGGTTC-1 1 0.000
#> TACCATTGCGGGAA-1 2 0.000
#> TACCATTGGGGATG-1 2 0.000
#> TACCATTGTGAGGG-1 2 0.000
#> TACCGGCTGTTGGT-1 1 0.000
#> TACGAGTGATCTCT-1 1 0.000
#> TACGAGTGATGCTG-1 2 0.000
#> TACGAGTGCGGAGA-1 1 0.000
#> TACGAGTGGTTGGT-1 1 0.000
#> TACGATCTAGTGTC-1 1 0.000
#> TACGATCTCACTGA-1 2 0.000
#> TACGATCTTACGAC-1 1 0.000
#> TACGCAGAGAATCC-1 1 0.249
#> TACGCCACATTCCT-1 1 0.000
#> TACGCCACTCCCAC-1 2 0.000
#> TACGCCACTCCGAA-1 1 0.000
#> TACGGAACGCGTTA-1 1 0.000
#> TACGGCCTGGGACA-1 2 1.000
#> TACGTACTACGGAG-1 1 0.000
#> TACGTACTCAGTTG-1 1 0.000
#> TACGTACTCCCGTT-1 1 0.000
#> TACGTTACAGAAGT-1 1 0.000
#> TACGTTACCAAGCT-1 2 0.000
#> TACTAAGAAAGGTA-1 1 0.000
#> TACTAAGAATCACG-1 1 0.000
#> TACTAAGATGATGC-1 2 0.000
#> TACTAAGATTGCGA-1 1 0.000
#> TACTACACGAGAGC-1 1 0.000
#> TACTACACTTACCT-1 1 0.000
#> TACTACTGAACCTG-1 2 0.000
#> TACTACTGATGTCG-1 1 1.000
#> TACTACTGATTCTC-1 1 0.000
#> TACTACTGTATGGC-1 1 0.000
#> TACTCAACGGTCTA-1 2 0.000
#> TACTCAACTGCTAG-1 1 0.000
#> TACTCCCTCAGTTG-1 1 0.000
#> TACTCTGAATCGAC-1 1 1.000
#> TACTCTGACGAGTT-1 1 0.000
#> TACTCTGATTGACG-1 1 0.000
#> TACTGGGATCGATG-1 1 0.000
#> TACTGTTGAAAGCA-1 1 0.000
#> TACTGTTGAGGCGA-1 2 1.000
#> TACTGTTGCTGAAC-1 1 0.502
#> TACTTGACTCCTCG-1 1 0.000
#> TACTTGACTGGTGT-1 1 0.000
#> TACTTTCTTTTGGG-1 1 0.000
#> TAGAAACTAATCGC-1 1 0.000
#> TAGAAACTGCTTCC-1 2 0.000
#> TAGAAACTGGGATG-1 1 1.000
#> TAGAATTGCGACAT-1 1 0.000
#> TAGAATTGTATCGG-1 1 0.000
#> TAGACGTGCTTGAG-1 1 0.000
#> TAGACGTGTCGCTC-1 1 0.000
#> TAGAGCACCTTACT-1 1 0.000
#> TAGATTGACTTGTT-1 1 0.000
#> TAGATTGAGGCATT-1 1 0.000
#> TAGCATCTCAGCTA-1 2 0.000
#> TAGCATCTCCCTCA-1 1 0.000
#> TAGCATCTGCTGTA-1 2 0.000
#> TAGCATCTGGGACA-1 1 0.000
#> TAGCATCTTGTCGA-1 1 0.000
#> TAGCCCACAAAAGC-1 1 0.000
#> TAGCCCACAGCCAT-1 1 0.502
#> TAGCCCACAGCTAC-1 2 0.253
#> TAGCCCACCCACAA-1 1 0.000
#> TAGCCCTGCGGAGA-1 1 0.000
#> TAGCCGCTTACGAC-1 1 0.000
#> TAGCCGCTTACTTC-1 1 0.000
#> TAGCCGCTTTCCAT-1 2 0.000
#> TAGCTACTGAATAG-1 1 0.000
#> TAGCTACTGTAGCT-1 1 0.000
#> TAGCTACTTTTGCT-1 1 0.000
#> TAGGACTGTGCTGA-1 1 0.000
#> TAGGAGCTAAGGCG-1 1 0.000
#> TAGGAGCTGAGGGT-1 1 0.000
#> TAGGAGCTTGCATG-1 1 0.000
#> TAGGCAACCGTCTC-1 1 0.000
#> TAGGCATGCTCTCG-1 2 0.502
#> TAGGCATGGCGAGA-1 1 0.000
#> TAGGCTGATGCCTC-1 2 0.000
#> TAGGGACTGAACTC-1 1 1.000
#> TAGGTCGACACTGA-1 1 0.000
#> TAGGTCGAGGATCT-1 1 0.000
#> TAGGTGACACACTG-1 1 0.000
#> TAGGTGACACGTTG-1 1 0.000
#> TAGGTGTGTTCTGT-1 1 0.249
#> TAGGTTCTGAAGGC-1 1 0.000
#> TAGGTTCTTCTTAC-1 2 0.000
#> TAGGTTCTTGCTGA-1 2 0.000
#> TAGTAAACCTCGCT-1 1 0.000
#> TAGTAAACGTCACA-1 1 0.000
#> TAGTAATGAGATCC-1 1 0.000
#> TAGTACCTAAGAAC-1 2 0.000
#> TAGTATGATCTTAC-1 1 0.000
#> TAGTATGATTCTCA-1 1 0.000
#> TAGTCTTGGCTGTA-1 1 0.000
#> TAGTCTTGGGACTT-1 1 0.000
#> TAGTCTTGTGGAAA-1 1 0.000
#> TAGTGGTGAAGTGA-1 2 0.000
#> TAGTTAGAACCACA-1 2 1.000
#> TAGTTAGATGAACC-1 1 0.000
#> TATAAGACAACAGA-1 1 0.000
#> TATAAGACAGCTCA-1 2 0.000
#> TATAAGTGACACCA-1 2 0.000
#> TATAAGTGTATCGG-1 2 0.000
#> TATAAGTGTGGTGT-1 2 0.000
#> TATACAGAACCCTC-1 1 0.000
#> TATACAGAAGAACA-1 1 0.000
#> TATACAGATCCAGA-1 1 0.000
#> TATACCACCTGATG-1 1 0.000
#> TATACGCTACCAAC-1 1 0.000
#> TATAGATGGACGGA-1 1 0.000
#> TATAGATGTTCCGC-1 2 0.000
#> TATCCAACCAGCTA-1 2 0.000
#> TATCCAACTCTCTA-1 1 0.000
#> TATCGACTACTAGC-1 1 0.000
#> TATCGACTCGATAC-1 2 0.000
#> TATCGTACAGATGA-1 1 0.000
#> TATCGTACATTCCT-1 2 0.000
#> TATCTCGAGAGATA-1 1 0.000
#> TATCTGACAGGTTC-1 1 0.751
#> TATCTGACTGTTTC-1 1 0.000
#> TATCTTCTAAACAG-1 1 0.000
#> TATGAATGGAGGAC-1 1 1.000
#> TATGAATGTTTGCT-1 2 0.000
#> TATGCGGATAACCG-1 1 0.249
#> TATGGGTGCATCAG-1 2 0.000
#> TATGGGTGCTAGCA-1 1 0.000
#> TATGGTCTCTACCC-1 1 0.000
#> TATGTCACGGAACG-1 1 0.000
#> TATGTCACTAACCG-1 2 0.000
#> TATGTCACTTCTCA-1 1 0.000
#> TATGTGCTCCGATA-1 2 0.000
#> TATGTGCTGGATTC-1 1 0.000
#> TATTGCTGAAGAAC-1 2 0.000
#> TATTGCTGCCGTTC-1 1 0.000
#> TATTGCTGTCTGGA-1 1 0.000
#> TATTGCTGTGCACA-1 1 0.000
#> TATTTCCTATTGGC-1 2 0.000
#> TATTTCCTGGAGGT-1 2 1.000
#> TATTTCCTGGTGTT-1 1 0.000
#> TCAACACTGTTTGG-1 2 0.000
#> TCAAGGACAGCGTT-1 1 0.000
#> TCAAGGACATTCTC-1 1 1.000
#> TCAAGGACGGTGTT-1 2 0.000
#> TCAATCACACTCTT-1 1 0.000
#> TCAATCACAGTCGT-1 2 0.000
#> TCACAACTATGTGC-1 1 0.000
#> TCACAACTTTGCTT-1 2 0.000
#> TCACATACACTTTC-1 1 0.000
#> TCACATACAGGGTG-1 1 0.000
#> TCACCCGAGACGGA-1 2 0.000
#> TCACCGTGCTCGCT-1 2 0.000
#> TCACCTCTACGACT-1 1 0.000
#> TCACCTCTTCCAAG-1 2 0.000
#> TCACGAGAGGAGGT-1 1 0.000
#> TCACTATGGGGCAA-1 1 0.000
#> TCACTATGGTTGTG-1 1 0.000
#> TCAGACGACGCTAA-1 1 0.000
#> TCAGACGACGTTAG-1 2 1.000
#> TCAGAGACTCCAGA-1 1 0.000
#> TCAGCAGACTCCAC-1 1 0.000
#> TCAGCGCTCTAGTG-1 1 0.000
#> TCAGCGCTGGATCT-1 1 0.000
#> TCAGCGCTGGTATC-1 1 0.000
#> TCAGGATGAAGTAG-1 1 0.000
#> TCAGGATGCCTTTA-1 2 0.000
#> TCAGTGGAAGATCC-1 1 0.000
#> TCAGTTACCTACGA-1 2 0.000
#> TCAGTTACTAGAAG-1 1 0.000
#> TCATCAACCCGATA-1 1 0.000
#> TCATCAACTGTTCT-1 2 0.000
#> TCATCATGCAGTTG-1 1 0.000
#> TCATCCCTTACTGG-1 1 0.000
#> TCATTCGATACAGC-1 2 0.000
#> TCCACGTGGAAACA-1 1 0.000
#> TCCACTCTACACTG-1 1 0.000
#> TCCACTCTGAGCTT-1 2 0.000
#> TCCACTCTTACTTC-1 1 0.000
#> TCCATAACAAAGTG-1 1 0.000
#> TCCATAACCGTAGT-1 1 0.000
#> TCCATAACGATGAA-1 1 0.000
#> TCCATAACTACGCA-1 1 0.000
#> TCCATCCTCCCTAC-1 1 1.000
#> TCCCACGATCATTC-1 1 0.000
#> TCCCATCTCAAAGA-1 2 0.000
#> TCCCGAACACAGTC-1 2 1.000
#> TCCCGAACTTCGCC-1 2 0.000
#> TCCCGATGAGATCC-1 1 0.000
#> TCCCGATGCCTGAA-1 2 0.000
#> TCCCTACTCAACTG-1 1 0.000
#> TCCGAAGACAATCG-1 2 0.000
#> TCCGAAGACGTTAG-1 1 0.000
#> TCCGGACTGAGGTG-1 1 0.000
#> TCCGGACTGTACGT-1 1 0.000
#> TCCTAAACATCGAC-1 1 0.000
#> TCCTAAACCGAGAG-1 1 0.000
#> TCCTAAACCGCATA-1 1 1.000
#> TCCTAATGGTTTGG-1 1 1.000
#> TCCTACCTGTCGTA-1 1 0.000
#> TCCTATGAAAAGCA-1 1 1.000
#> TCGAATCTCTGGTA-1 1 0.000
#> TCGACCTGCCGATA-1 2 0.000
#> TCGACGCTTCTATC-1 2 0.000
#> TCGACGCTTTGACG-1 1 0.000
#> TCGAGAACGACAGG-1 1 0.000
#> TCGAGAACGTTAGC-1 1 0.751
#> TCGAGCCTATCAGC-1 1 0.000
#> TCGAGCCTGCGAGA-1 1 0.000
#> TCGAGCCTTGTGAC-1 1 0.000
#> TCGATACTATTCCT-1 1 0.000
#> TCGATACTTGCACA-1 1 0.000
#> TCGATTTGATGCCA-1 2 0.000
#> TCGATTTGCACTCC-1 1 0.000
#> TCGATTTGCAGCTA-1 2 1.000
#> TCGATTTGCCTACC-1 2 0.000
#> TCGATTTGTCGTGA-1 1 0.000
#> TCGCAGCTAGATCC-1 1 0.000
#> TCGCCATGAGACTC-1 1 0.000
#> TCGCCATGTGGTCA-1 1 0.000
#> TCGGACCTAACAGA-1 1 0.000
#> TCGGACCTATAAGG-1 1 0.751
#> TCGGACCTGTACAC-1 1 0.000
#> TCGGTAGAGTAGGG-1 1 0.000
#> TCGGTAGATCCCAC-1 1 0.000
#> TCGTAGGATCGACA-1 1 0.000
#> TCGTTATGGACAAA-1 1 0.000
#> TCTAACACCAGTTG-1 1 1.000
#> TCTAACACGAGCAG-1 2 0.000
#> TCTAACTGAACCAC-1 1 0.000
#> TCTAAGCTAATGCC-1 1 0.000
#> TCTAAGCTTAGTCG-1 1 0.498
#> TCTAAGCTTCTAGG-1 2 0.000
#> TCTAAGCTTGTTCT-1 2 0.000
#> TCTAAGCTTTCGCC-1 1 0.000
#> TCTACAACGACTAC-1 2 0.000
#> TCTAGACTTAGAAG-1 2 0.000
#> TCTAGTTGCACCAA-1 2 0.000
#> TCTATGTGAAGAGT-1 2 0.000
#> TCTATGTGAGTCTG-1 1 0.000
#> TCTCAAACCTAAGC-1 1 0.000
#> TCTCTAGAATTTCC-1 1 0.000
#> TCTGATACACGTGT-1 1 0.000
#> TCTGATACTCGCCT-1 1 0.000
#> TCTTACGAACCTGA-1 2 0.000
#> TCTTCAGAGCTACA-1 2 0.000
#> TCTTGATGCGGAGA-1 1 0.000
#> TGAAATTGGTGAGG-1 2 0.000
#> TGAACCGAAAACGA-1 1 0.000
#> TGAACCGACTACTT-1 2 0.000
#> TGAACCGATTCGGA-1 2 0.000
#> TGAAGCACTCACGA-1 1 0.000
#> TGAAGCTGAACGAA-1 1 0.000
#> TGAAGCTGCATGGT-1 1 0.000
#> TGAAGCTGCGTAAC-1 1 0.000
#> TGAATAACCACTTT-1 1 0.000
#> TGAATAACTCCCAC-1 2 1.000
#> TGACACGACCTTAT-1 1 0.000
#> TGACCAGACAACCA-1 1 0.000
#> TGACCAGAGGATTC-1 1 0.000
#> TGACCGCTAAAAGC-1 1 0.000
#> TGACCGCTCTGCAA-1 1 0.000
#> TGACGATGCAAAGA-1 2 0.000
#> TGACGCCTGTACCA-1 1 0.751
#> TGACGCCTTTACTC-1 1 1.000
#> TGACTGGAAGAGAT-1 2 0.000
#> TGACTGGACCGTAA-1 1 0.000
#> TGACTGGACGCAAT-1 1 0.000
#> TGACTGGAGGACAG-1 1 0.000
#> TGACTGGATTCTCA-1 1 0.000
#> TGACTTACACACCA-1 1 0.000
#> TGACTTACAGTCTG-1 2 0.000
#> TGACTTTGCGCATA-1 1 0.000
#> TGACTTTGTTTGTC-1 1 0.000
#> TGAGACACAAGGTA-1 1 0.000
#> TGAGACACTCAAGC-1 1 0.000
#> TGAGCTGAATGCTG-1 2 0.000
#> TGAGCTGACTGGAT-1 2 0.000
#> TGAGCTGATGCTAG-1 2 0.751
#> TGAGGACTCTCATT-1 2 0.000
#> TGAGGACTTCATTC-1 1 0.000
#> TGAGGTACGAACCT-1 2 0.000
#> TGAGTCGAGTTACG-1 1 0.000
#> TGAGTGACTGAGCT-1 1 0.000
#> TGATAAACGAATCC-1 1 0.000
#> TGATAAACTCCGTC-1 1 1.000
#> TGATAAACTTTCAC-1 1 0.000
#> TGATACCTCACTAG-1 2 0.000
#> TGATACCTGTTGGT-1 1 0.000
#> TGATACCTTATGCG-1 1 0.000
#> TGATACCTTGAAGA-1 1 0.000
#> TGATATGAACCTTT-1 1 0.000
#> TGATCACTAGCATC-1 1 0.000
#> TGATCACTCTCGCT-1 1 0.000
#> TGATCACTTCTACT-1 1 0.000
#> TGATCGGACTGACA-1 2 0.000
#> TGATCGGAGGAGCA-1 1 0.000
#> TGATCGGATATGCG-1 2 0.000
#> TGATTAGACATTGG-1 1 0.000
#> TGATTAGATGACTG-1 1 0.000
#> TGATTAGATGCTAG-1 1 0.000
#> TGATTCACTATGCG-1 1 0.000
#> TGATTCACTGTCAG-1 1 0.000
#> TGATTCTGCCGAAT-1 1 0.000
#> TGATTCTGCTCTTA-1 1 0.000
#> TGCAAGTGAGAACA-1 1 0.000
#> TGCAAGTGGGTAGG-1 2 0.000
#> TGCAATCTTCAGGT-1 2 0.000
#> TGCACAGACGACAT-1 2 0.498
#> TGCCAAGAGCAGTT-1 2 0.000
#> TGCCAAGATCTCTA-1 1 0.000
#> TGCCACTGAACGTC-1 1 0.000
#> TGCCACTGCGATAC-1 2 1.000
#> TGCCAGCTTGGCAT-1 1 0.000
#> TGCCCAACAGCAAA-1 1 0.000
#> TGCCCAACCGCATA-1 2 0.000
#> TGCCGACTCTCCCA-1 1 0.000
#> TGCGAAACAGTCAC-1 1 0.000
#> TGCGAAACGTTGCA-1 1 0.000
#> TGCGATGAACGGTT-1 1 0.000
#> TGCGATGACCTCGT-1 1 0.000
#> TGCGATGACTAGTG-1 1 0.000
#> TGCGATGACTGCTC-1 1 0.000
#> TGCGATGACTTGCC-1 1 0.000
#> TGCGATGAGTGCTA-1 2 0.000
#> TGCGCACTCTTGAG-1 2 0.000
#> TGCGTAGAATAAGG-1 2 0.000
#> TGCGTAGACGGGAA-1 1 0.000
#> TGCGTAGATGGTCA-1 2 0.000
#> TGCTAGGAAACCGT-1 1 0.000
#> TGCTAGGATAGTCG-1 1 0.000
#> TGCTATACGGTTCA-1 2 0.249
#> TGCTATACTGCTGA-1 1 0.000
#> TGCTGAGAGAGCAG-1 2 1.000
#> TGCTGAGATTATCC-1 1 0.000
#> TGGAAAGACTCTCG-1 1 0.000
#> TGGAAAGAGCGATT-1 1 0.000
#> TGGAAAGAGGTCAT-1 2 0.000
#> TGGAAAGATATGGC-1 1 0.000
#> TGGAACACAAACAG-1 2 1.000
#> TGGAACACGCTAAC-1 1 0.000
#> TGGAAGCTCAGATC-1 1 0.000
#> TGGACCCTACACTG-1 2 0.000
#> TGGACCCTCATGGT-1 1 0.000
#> TGGACCCTGGTACT-1 2 0.000
#> TGGACTGAGTATGC-1 1 0.000
#> TGGAGACTATCAGC-1 2 0.000
#> TGGAGACTTCAAGC-1 1 0.000
#> TGGAGACTTGACCA-1 1 0.249
#> TGGAGGGACGGAGA-1 2 0.000
#> TGGAGGGAGCTATG-1 1 0.000
#> TGGATCGATAAAGG-1 1 0.000
#> TGGATGTGACCTAG-1 1 0.000
#> TGGATGTGTGAAGA-1 1 0.000
#> TGGATTCTCATACG-1 1 0.000
#> TGGCAATGCTTGTT-1 1 0.000
#> TGGCACCTTCACGA-1 1 0.000
#> TGGCACCTTCAGTG-1 2 0.000
#> TGGGTATGAAGAGT-1 1 0.000
#> TGGGTATGCACAAC-1 1 0.000
#> TGGGTATGGTACGT-1 1 0.000
#> TGGGTATGTTTGGG-1 2 0.000
#> TGGTAGACATGCCA-1 1 0.000
#> TGGTAGACCCTCAC-1 2 1.000
#> TGGTAGACCTGATG-1 1 0.000
#> TGGTAGTGCACTGA-1 2 0.000
#> TGGTATCTAAACAG-1 1 0.000
#> TGGTATCTCTTCCG-1 1 0.000
#> TGGTCAGACCCAAA-1 1 0.000
#> TGGTTACTGACGTT-1 2 0.000
#> TGGTTACTGTTCTT-1 1 0.000
#> TGTAACCTAGAGGC-1 1 0.000
#> TGTAACCTTGCCTC-1 2 0.000
#> TGTAATGACACAAC-1 2 1.000
#> TGTAATGAGGTAAA-1 1 1.000
#> TGTACTTGCTCTAT-1 2 0.000
#> TGTAGGTGCGAGAG-1 1 0.000
#> TGTAGGTGCTATGG-1 1 0.000
#> TGTAGGTGCTCTAT-1 2 0.000
#> TGTAGGTGTGCTGA-1 1 0.000
#> TGTAGTCTTCCAGA-1 1 0.000
#> TGTAGTCTTGCACA-1 1 0.249
#> TGTATCTGTTAGGC-1 1 0.000
#> TGTATGCTCATGGT-1 1 0.000
#> TGTATGCTGTAGGG-1 1 0.000
#> TGTATGCTTTCATC-1 1 0.000
#> TGTCAGGAATACCG-1 1 0.000
#> TGTCAGGAGATGAA-1 2 0.000
#> TGTCTAACCCCTTG-1 1 0.000
#> TGTGACGATTCTCA-1 1 0.000
#> TGTGAGACTGTCAG-1 2 0.000
#> TGTGAGACTTGAGC-1 1 0.000
#> TGTGAGTGACCACA-1 1 0.000
#> TGTGAGTGAGTGCT-1 2 0.000
#> TGTGAGTGGAGATA-1 1 0.000
#> TGTGATCTCTCTAT-1 1 0.000
#> TGTGATCTGACACT-1 1 0.000
#> TGTGGATGGCCAAT-1 1 0.000
#> TGTTAAGACAAAGA-1 2 0.000
#> TGTTAAGATAAGGA-1 2 0.000
#> TGTTACACCGCATA-1 2 0.000
#> TGTTACACGACTAC-1 2 0.000
#> TGTTACTGGCTACA-1 1 0.000
#> TGTTACTGTAGTCG-1 1 0.498
#> TTAACCACCGTAAC-1 1 0.000
#> TTAACCACTAAGGA-1 1 0.000
#> TTAACCACTCAGAC-1 1 0.000
#> TTACACACGTGTTG-1 1 0.000
#> TTACACACTCCTAT-1 1 0.000
#> TTACCATGAATCGC-1 2 0.000
#> TTACCATGGTTGAC-1 1 0.000
#> TTACCATGTGTCTT-1 1 0.751
#> TTACCATGTTGTGG-1 1 0.000
#> TTACGACTGAGAGC-1 1 0.000
#> TTACGACTTGACAC-1 2 0.000
#> TTACGTACGTTCAG-1 2 1.000
#> TTACTCGAAGAATG-1 2 0.000
#> TTACTCGACGCAAT-1 2 0.000
#> TTACTCGAGGGTGA-1 1 0.000
#> TTACTCGATCTACT-1 2 0.249
#> TTAGAATGTGGTGT-1 1 0.000
#> TTAGAATGTGTAGC-1 1 0.498
#> TTAGACCTCCTACC-1 1 0.000
#> TTAGACCTCCTTTA-1 2 0.000
#> TTAGCTACAACCGT-1 1 0.000
#> TTAGCTACTGTCCC-1 2 0.000
#> TTAGCTACTTTCGT-1 1 0.000
#> TTAGGGACGCGAAG-1 1 0.000
#> TTAGGGTGCTGGAT-1 1 0.000
#> TTAGGGTGTCCTGC-1 2 0.000
#> TTAGGTCTACTTTC-1 2 0.000
#> TTAGTCACCAGTTG-1 1 0.000
#> TTAGTCTGAAAGCA-1 1 0.000
#> TTAGTCTGCCAACA-1 2 1.000
#> TTAGTCTGTGCACA-1 1 0.000
#> TTATCCGACTAGTG-1 1 0.000
#> TTATCCGAGAAAGT-1 2 0.000
#> TTATGAGAGATAAG-1 1 0.000
#> TTATGCACGTCACA-1 1 0.000
#> TTATGGCTTATGGC-1 2 0.000
#> TTATTCCTATGCTG-1 2 0.000
#> TTATTCCTGGACAG-1 1 0.000
#> TTATTCCTGGTACT-1 1 0.000
#> TTATTCCTTCGTGA-1 1 0.000
#> TTCAAAGATAAAGG-1 1 0.000
#> TTCAACACAACAGA-1 1 0.000
#> TTCAACACCCCAAA-1 2 0.000
#> TTCAACACGGACGA-1 2 0.000
#> TTCAAGCTAAGAAC-1 2 0.000
#> TTCAAGCTAGATGA-1 1 0.000
#> TTCAAGCTGTTGAC-1 1 0.000
#> TTCAAGCTTGATGC-1 1 0.000
#> TTCAAGCTTTCGCC-1 1 0.000
#> TTCACAACCCGTTC-1 2 0.000
#> TTCACAACGTCTGA-1 2 0.253
#> TTCAGACTACCCAA-1 1 0.249
#> TTCAGACTCTCGAA-1 1 0.000
#> TTCAGTACCGACTA-1 1 0.000
#> TTCAGTACTCAAGC-1 1 0.000
#> TTCAGTACTCCTAT-1 2 0.000
#> TTCAGTTGCCAAGT-1 1 0.000
#> TTCAGTTGTCCTTA-1 2 0.000
#> TTCAGTTGTCTAGG-1 1 0.000
#> TTCAGTTGTCTCGC-1 1 0.000
#> TTCATCGAGGTGGA-1 2 0.000
#> TTCATGTGTGGTGT-1 1 0.000
#> TTCATTCTATGTCG-1 2 0.000
#> TTCATTCTTCTCTA-1 1 0.000
#> TTCCAAACCTATGG-1 2 0.000
#> TTCCAAACCTCCCA-1 1 0.000
#> TTCCAAACTCCCAC-1 1 1.000
#> TTCCAAACTTGACG-1 1 0.000
#> TTCCATGACGAGAG-1 2 0.000
#> TTCCATGACTGTCC-1 1 0.000
#> TTCCCACTTGAGGG-1 2 1.000
#> TTCCCACTTGTCTT-1 2 0.000
#> TTCCTAGAAAGTGA-1 1 0.000
#> TTCCTAGACTAGTG-1 2 0.000
#> TTCGAGGACTCTAT-1 1 0.000
#> TTCGAGGAGGGCAA-1 1 0.000
#> TTCGAGGATAGAAG-1 2 0.000
#> TTCGATTGAGCATC-1 1 0.000
#> TTCGGAGAATGCCA-1 2 0.000
#> TTCGGAGATGTGCA-1 1 0.000
#> TTCGTATGAAAAGC-1 1 1.000
#> TTCGTATGGATAGA-1 1 0.000
#> TTCGTATGGTCTGA-1 1 0.000
#> TTCGTATGTCCTTA-1 2 0.000
#> TTCTACGAACGTAC-1 1 0.000
#> TTCTACGAGTTGGT-1 1 0.000
#> TTCTAGTGACACGT-1 1 0.000
#> TTCTAGTGCATGAC-1 2 0.000
#> TTCTAGTGGAGAGC-1 1 1.000
#> TTCTAGTGGTCACA-1 2 0.000
#> TTCTCAGAAGAGAT-1 1 0.000
#> TTCTCAGAAGCATC-1 1 0.000
#> TTCTCAGATGGAGG-1 1 0.000
#> TTCTGATGGAGACG-1 2 0.000
#> TTCTTACTCTGGAT-1 2 0.000
#> TTGAACCTCCTTGC-1 1 0.000
#> TTGAATGAACTACG-1 2 0.000
#> TTGAATGACTTACT-1 1 0.000
#> TTGAATGATCTCAT-1 1 0.000
#> TTGACACTCTGTAG-1 1 0.000
#> TTGACACTGATAAG-1 1 0.000
#> TTGAGGACAGAACA-1 2 0.000
#> TTGAGGACTACGCA-1 2 0.000
#> TTGAGGTGGACGGA-1 1 0.000
#> TTGCATTGAGCTAC-1 1 0.000
#> TTGCATTGCTAAGC-1 2 0.000
#> TTGCATTGTGACTG-1 1 0.000
#> TTGCTAACACCAAC-1 1 0.000
#> TTGCTAACACGCTA-1 2 0.000
#> TTGCTAACCACTCC-1 1 0.000
#> TTGCTATGGTACGT-1 2 0.000
#> TTGCTATGGTAGGG-1 2 0.000
#> TTGGAGACCAATCG-1 1 0.000
#> TTGGAGACGCTATG-1 2 0.000
#> TTGGAGACTATGGC-1 1 0.000
#> TTGGGAACTGAACC-1 1 0.000
#> TTGGTACTACTGGT-1 2 0.000
#> TTGGTACTCTTAGG-1 1 0.000
#> TTGGTACTGAATCC-1 1 0.000
#> TTGGTACTGGATTC-1 1 0.000
#> TTGTACACGTTGTG-1 1 0.000
#> TTGTACACTTGCAG-1 1 0.000
#> TTGTAGCTAGCTCA-1 1 0.000
#> TTGTAGCTCTCTTA-1 1 0.000
#> TTGTCATGGACGGA-1 2 0.000
#> TTTAGAGATCCTCG-1 1 0.000
#> TTTAGCTGATACCG-1 1 0.000
#> TTTAGCTGGATACC-1 2 0.000
#> TTTAGCTGTACTCT-1 2 0.000
#> TTTAGGCTCCTTTA-1 2 0.000
#> TTTATCCTGTTGTG-1 2 0.000
#> TTTCACGAGGTTCA-1 1 0.000
#> TTTCAGTGGAAGGC-1 1 0.000
#> TTTCAGTGTCACGA-1 1 0.000
#> TTTCAGTGTCTATC-1 2 0.000
#> TTTCAGTGTGCAGT-1 1 0.000
#> TTTCCAGAGGTGAG-1 1 0.000
#> TTTCGAACACCTGA-1 2 1.000
#> TTTCGAACTCTCAT-1 2 0.000
#> TTTCTACTGAGGCA-1 1 0.751
#> TTTCTACTTCCTCG-1 1 0.000
#> TTTGCATGAGAGGC-1 1 0.751
#> TTTGCATGCCTCAC-1 1 0.000
get_classes(res, k = 3)
#> class p
#> AAACATACAACCAC-1 1 0.000
#> AAACATTGAGCTAC-1 1 0.000
#> AAACATTGATCAGC-1 1 1.000
#> AAACCGTGCTTCCG-1 2 0.000
#> AAACCGTGTATGCG-1 3 0.000
#> AAACGCACTGGTAC-1 1 0.502
#> AAACGCTGACCAGT-1 1 0.751
#> AAACGCTGGTTCTT-1 1 0.751
#> AAACGCTGTAGCCA-1 3 1.000
#> AAACGCTGTTTCTG-1 2 0.000
#> AAACTTGAAAAACG-1 1 0.000
#> AAACTTGATCCAGA-1 1 0.000
#> AAAGAGACGAGATA-1 1 0.000
#> AAAGAGACGCGAGA-1 2 0.000
#> AAAGAGACGGACTT-1 3 1.000
#> AAAGAGACGGCATT-1 1 0.000
#> AAAGCAGATATCGG-1 2 0.000
#> AAAGCCTGTATGCG-1 1 0.000
#> AAAGGCCTGTCTAG-1 1 0.000
#> AAAGTTTGATCACG-1 1 0.000
#> AAAGTTTGGGGTGA-1 1 0.000
#> AAAGTTTGTAGAGA-1 1 0.000
#> AAAGTTTGTAGCGT-1 2 0.000
#> AAATCAACAATGCC-1 1 0.000
#> AAATCAACACCAGT-1 1 0.000
#> AAATCAACCAGGAG-1 1 0.000
#> AAATCAACCCTATT-1 2 0.000
#> AAATCAACGGAAGC-1 1 0.000
#> AAATCAACTCGCAA-1 1 0.000
#> AAATCATGACCACA-1 2 0.000
#> AAATCCCTCCACAA-1 1 1.000
#> AAATCCCTGCTATG-1 1 0.000
#> AAATGTTGAACGAA-1 2 0.000
#> AAATGTTGCCACAA-1 3 0.751
#> AAATGTTGTGGCAT-1 2 0.000
#> AAATTCGAAGGTTC-1 1 0.000
#> AAATTCGAATCACG-1 2 0.000
#> AAATTCGAGCTGAT-1 2 0.000
#> AAATTCGAGGAGTG-1 1 0.000
#> AAATTCGATTCTCA-1 3 0.000
#> AAATTGACACGACT-1 1 1.000
#> AAATTGACTCGCTC-1 1 0.249
#> AACAAACTCATTTC-1 1 0.000
#> AACAAACTTTCGTT-1 1 0.000
#> AACAATACGACGAG-1 1 0.000
#> AACACGTGCAGAGG-1 1 1.000
#> AACACGTGGAAAGT-1 1 0.000
#> AACACGTGGAACCT-1 2 0.000
#> AACACGTGGCTACA-1 1 0.000
#> AACACGTGTACGAC-1 2 0.000
#> AACAGCACAAGAGT-1 2 0.000
#> AACATTGATGGGAG-1 2 0.000
#> AACCAGTGATACCG-1 2 0.000
#> AACCCAGATCGCTC-1 1 0.000
#> AACCGATGCTCCCA-1 1 0.000
#> AACCGATGGTCATG-1 1 0.000
#> AACCGATGTTCTAC-1 2 0.000
#> AACCGCCTAGCGTT-1 1 0.000
#> AACCGCCTCTACGA-1 2 0.000
#> AACCTACTGTGAGG-1 2 0.000
#> AACCTACTGTGTTG-1 1 0.000
#> AACCTTACGAGACG-1 1 0.000
#> AACCTTACGCGAGA-1 3 0.000
#> AACCTTACTAACGC-1 2 0.000
#> AACCTTTGGACGGA-1 1 0.000
#> AACCTTTGTACGCA-1 2 0.000
#> AACGCAACAAGTAG-1 1 0.000
#> AACGCATGACCCAA-1 1 0.000
#> AACGCATGCCTTCG-1 1 0.000
#> AACGCATGTACTTC-1 1 0.000
#> AACGCCCTCGGGAA-1 1 0.000
#> AACGCCCTCGTACA-1 3 0.000
#> AACGCCCTGGCATT-1 3 1.000
#> AACGTCGAGTATCG-1 3 0.000
#> AACGTGTGAAAGCA-1 1 0.000
#> AACGTGTGGCGGAA-1 1 0.000
#> AACGTGTGTCCAAG-1 1 0.000
#> AACGTGTGTGCTTT-1 1 0.502
#> AACTACCTTAGAGA-1 1 0.000
#> AACTCACTCAAGCT-1 2 0.000
#> AACTCACTTGGAGG-1 2 0.000
#> AACTCGGAAAGTGA-1 3 0.751
#> AACTCGGAAGGTCT-1 2 0.000
#> AACTCTTGCAGGAG-1 1 0.000
#> AACTGTCTCCCTTG-1 2 0.000
#> AACTTGCTACGCTA-1 1 0.000
#> AACTTGCTGGGACA-1 1 0.000
#> AAGAACGAGTGTTG-1 1 0.000
#> AAGAAGACGTAGGG-1 1 0.000
#> AAGACAGAAGTCTG-1 1 0.253
#> AAGACAGAGGATCT-1 1 0.000
#> AAGACAGATTACCT-1 2 0.000
#> AAGAGATGGGTAGG-1 1 0.000
#> AAGATGGAAAACAG-1 1 0.000
#> AAGATGGAGAACTC-1 2 0.000
#> AAGATGGAGATAAG-1 2 0.000
#> AAGATTACAACCTG-1 1 0.000
#> AAGATTACAGATCC-1 2 0.000
#> AAGATTACCCGTTC-1 2 0.000
#> AAGATTACCGCCTT-1 2 0.000
#> AAGATTACCTCAAG-1 3 0.000
#> AAGATTACTCCTCG-1 2 0.000
#> AAGCAAGAGCGAGA-1 1 0.000
#> AAGCAAGAGCTTAG-1 3 0.000
#> AAGCAAGAGGTGTT-1 3 0.000
#> AAGCACTGAGCAAA-1 1 0.000
#> AAGCACTGCATACG-1 1 0.751
#> AAGCACTGGTTCTT-1 1 0.000
#> AAGCCAACGTGTTG-1 1 0.000
#> AAGCCATGAACTGC-1 2 0.000
#> AAGCCATGACACGT-1 2 0.000
#> AAGCCATGCGTGAT-1 1 0.000
#> AAGCCATGTCTCGC-1 1 1.000
#> AAGCCTGACATGCA-1 3 1.000
#> AAGCCTGACCGAAT-1 2 0.000
#> AAGCGACTCCTCAC-1 2 0.000
#> AAGCGACTGTGTCA-1 1 0.000
#> AAGCGACTTACAGC-1 1 0.000
#> AAGCGACTTTGACG-1 2 0.000
#> AAGCGTACGTCTTT-1 1 0.000
#> AAGGCTTGCGAACT-1 3 0.000
#> AAGGTCACGGTTAC-1 2 0.000
#> AAGGTCACTGTTTC-1 1 0.000
#> AAGGTCACTTCCCG-1 1 1.000
#> AAGGTCTGACAGTC-1 1 0.000
#> AAGGTCTGCAGATC-1 1 0.000
#> AAGTAACTCTGAAC-1 2 0.000
#> AAGTAACTGAGATA-1 1 0.000
#> AAGTAGGATACAGC-1 3 0.000
#> AAGTATACCGAACT-1 1 0.000
#> AAGTCCGACTTGTT-1 1 0.000
#> AAGTCCGATAGAAG-1 1 0.000
#> AAGTCTCTAGTCGT-1 1 0.000
#> AAGTCTCTCGGAGA-1 3 0.498
#> AAGTGGCTTGGAGG-1 1 0.000
#> AAGTTCCTCATTCT-1 2 0.000
#> AAGTTCCTTCTTAC-1 1 0.000
#> AATAAGCTCGAATC-1 1 0.000
#> AATAAGCTCGTTGA-1 1 0.000
#> AATACCCTGGACGA-1 1 0.000
#> AATACCCTGGCATT-1 1 0.000
#> AATACTGAAAGGGC-1 3 0.000
#> AATACTGAATTGGC-1 3 0.000
#> AATAGGGAACCCTC-1 1 0.000
#> AATAGGGAGAATGA-1 3 0.000
#> AATCAAACTATCGG-1 3 1.000
#> AATCCGGAATGCTG-1 1 1.000
#> AATCCTACCGGTAT-1 1 0.000
#> AATCCTTGACGGGA-1 2 0.000
#> AATCCTTGGTGAGG-1 3 0.000
#> AATCGGTGGAACTC-1 3 0.000
#> AATCGGTGTGCTTT-1 1 0.000
#> AATCTAGAAAAGTG-1 1 0.000
#> AATCTAGAATCGGT-1 1 0.000
#> AATCTCACAGCCTA-1 2 0.000
#> AATCTCACTCTAGG-1 1 0.000
#> AATCTCTGAACAGA-1 1 0.000
#> AATCTCTGCTTTAC-1 3 0.000
#> AATGATACACCAAC-1 3 0.000
#> AATGATACGGTCAT-1 2 0.000
#> AATGCGTGACACCA-1 1 0.000
#> AATGCGTGGACGGA-1 2 0.000
#> AATGCGTGGCTATG-1 1 0.000
#> AATGGAGAATCGTG-1 2 0.000
#> AATGGAGATCCTTA-1 1 1.000
#> AATGGCTGACACCA-1 1 0.000
#> AATGGCTGCGTGAT-1 1 0.000
#> AATGGCTGTAAAGG-1 3 1.000
#> AATGGCTGTACTCT-1 3 0.000
#> AATGGCTGTGAAGA-1 1 0.000
#> AATGTAACGGTGGA-1 1 0.000
#> AATGTCCTCTTCTA-1 1 0.000
#> AATGTTGACAGTCA-1 1 0.000
#> AATGTTGAGTTGAC-1 2 0.000
#> AATGTTGATCTACT-1 1 0.249
#> AATTACGAATTCCT-1 2 0.000
#> AATTACGACTTCTA-1 1 0.000
#> AATTACGAGTGAGG-1 1 0.000
#> AATTACGATTGGCA-1 1 0.000
#> AATTCCTGCTCAGA-1 1 0.000
#> AATTGATGTCGCAA-1 2 0.000
#> AATTGTGACTTGGA-1 1 0.000
#> ACAAAGGAGGGTGA-1 1 0.000
#> ACAAATTGATTCTC-1 2 0.000
#> ACAAATTGCTCAGA-1 2 0.000
#> ACAAATTGTTGCGA-1 3 0.000
#> ACAACCGAGGGATG-1 3 0.000
#> ACAACCGAGTTACG-1 1 0.000
#> ACAAGAGAAGTCGT-1 2 0.000
#> ACAAGAGACTTATC-1 1 0.498
#> ACAAGAGAGTTGAC-1 1 0.000
#> ACAATCCTAACCGT-1 1 0.000
#> ACAATCCTTAGCGT-1 1 0.000
#> ACAATTGACTGACA-1 3 0.751
#> ACAATTGATGACTG-1 3 0.000
#> ACACAGACCATACG-1 3 0.000
#> ACACCAGAGGGCAA-1 3 1.000
#> ACACCCTGGTGTTG-1 3 0.000
#> ACACGAACAGTTCG-1 1 0.249
#> ACACGATGACGCAT-1 3 0.000
#> ACACGATGATGTGC-1 2 0.000
#> ACACGATGTCGTAG-1 1 1.000
#> ACACGATGTGGTCA-1 3 1.000
#> ACAGACACGGCATT-1 3 1.000
#> ACAGACACGTTGTG-1 1 0.000
#> ACAGCAACACCTAG-1 2 0.000
#> ACAGCAACCTCAAG-1 2 0.000
#> ACAGGTACCCCACT-1 1 0.000
#> ACAGGTACGCTGTA-1 1 0.751
#> ACAGGTACTGGTGT-1 3 0.000
#> ACAGTCGACCCAAA-1 1 1.000
#> ACAGTCGACCGATA-1 3 0.000
#> ACAGTGACTCACCC-1 1 0.751
#> ACAGTGACTCTATC-1 3 1.000
#> ACAGTGTGGTCACA-1 1 0.000
#> ACAGTGTGTTGCGA-1 2 0.000
#> ACATCACTCTACTT-1 2 0.000
#> ACATGGTGAAGCCT-1 1 0.000
#> ACATGGTGCAACCA-1 1 0.000
#> ACATGGTGCGAGTT-1 1 0.000
#> ACATTCTGGCATAC-1 1 0.000
#> ACATTCTGGGAACG-1 2 0.000
#> ACCAACGACATGCA-1 1 0.000
#> ACCACAGAAAGTAG-1 1 0.000
#> ACCACAGAGTTGGT-1 1 0.000
#> ACCACCTGTGTGCA-1 1 0.000
#> ACCACGCTACAGCT-1 1 0.000
#> ACCACGCTACCCAA-1 3 0.000
#> ACCACGCTGCGAGA-1 1 0.253
#> ACCACGCTGCTGTA-1 1 0.000
#> ACCAGCCTGACAGG-1 1 0.253
#> ACCAGTGAACGGTT-1 1 0.000
#> ACCAGTGAATACCG-1 2 0.000
#> ACCAGTGAGGGATG-1 1 0.000
#> ACCAGTGATGACTG-1 2 0.000
#> ACCATTACCTTCTA-1 1 0.000
#> ACCATTACGAGATA-1 3 0.000
#> ACCATTTGTCATTC-1 1 0.000
#> ACCCAAGAACTGTG-1 3 0.000
#> ACCCAAGAATTCCT-1 2 0.000
#> ACCCAAGAGGACAG-1 1 0.000
#> ACCCAAGATTCACT-1 1 0.000
#> ACCCACTGCGCCTT-1 2 0.000
#> ACCCACTGGACAGG-1 1 0.000
#> ACCCACTGGTTCAG-1 3 0.000
#> ACCCACTGTCGTAG-1 2 0.000
#> ACCCAGCTCAGAAA-1 1 0.000
#> ACCCAGCTGTTAGC-1 2 0.000
#> ACCCAGCTTGCTTT-1 1 0.000
#> ACCCGTTGATGACC-1 1 0.000
#> ACCCGTTGCTGCAA-1 1 0.000
#> ACCCGTTGCTTCTA-1 1 0.000
#> ACCCTCGACCTATT-1 3 1.000
#> ACCCTCGACGGTAT-1 1 0.000
#> ACCCTCGATAAGGA-1 2 0.000
#> ACCCTCGATCAAGC-1 2 0.000
#> ACCGTGCTACCAGT-1 1 0.751
#> ACCGTGCTGGAACG-1 1 0.000
#> ACCTATTGCTGAGT-1 1 0.498
#> ACCTATTGTGCCCT-1 2 0.000
#> ACCTCCGAGTCCTC-1 1 0.000
#> ACCTCCGATATGCG-1 1 0.000
#> ACCTCCGATGCTGA-1 1 0.000
#> ACCTCGTGAACCAC-1 3 1.000
#> ACCTGAGATATCGG-1 2 0.000
#> ACCTGGCTAAGTAG-1 3 0.000
#> ACCTTTGACTCCCA-1 2 0.000
#> ACCTTTGAGGAACG-1 2 0.000
#> ACCTTTGAGGAAGC-1 2 0.000
#> ACGAACACCTTGTT-1 3 0.000
#> ACGAACTGGCTATG-1 2 0.000
#> ACGAAGCTCTCCAC-1 1 0.000
#> ACGAAGCTCTGAGT-1 1 0.000
#> ACGACCCTATCTCT-1 2 0.000
#> ACGACCCTGATGAA-1 1 0.000
#> ACGACCCTTGACAC-1 1 0.000
#> ACGACCCTTGACCA-1 1 0.000
#> ACGAGGGACAGGAG-1 2 0.000
#> ACGAGGGACGAACT-1 1 0.000
#> ACGAGGGATGTAGC-1 1 0.000
#> ACGAGTACCCTAAG-1 1 0.000
#> ACGAGTACGAATCC-1 1 0.000
#> ACGATCGAGGACTT-1 3 1.000
#> ACGATCGAGTCACA-1 2 0.000
#> ACGATGACAATGCC-1 1 0.000
#> ACGATGACTGGTCA-1 1 0.000
#> ACGATTCTACGGGA-1 3 1.000
#> ACGCAATGGTTCAG-1 3 0.000
#> ACGCACCTGTTAGC-1 1 0.000
#> ACGCCACTGAACTC-1 2 0.000
#> ACGCCGGAAACCAC-1 2 0.000
#> ACGCCGGAAAGCCT-1 1 0.000
#> ACGCCGGAAATGCC-1 1 0.000
#> ACGCCTTGCTCCCA-1 2 0.000
#> ACGCGGTGGCGAGA-1 1 0.000
#> ACGCGGTGTGTGGT-1 1 0.000
#> ACGCGGTGTTTGCT-1 3 0.000
#> ACGCTCACAGTACC-1 1 0.000
#> ACGCTCACCCTTGC-1 1 0.000
#> ACGCTGCTGTTCTT-1 3 0.000
#> ACGGAACTCAGATC-1 3 0.000
#> ACGGAACTGTCGTA-1 2 0.000
#> ACGGAGGACTCTTA-1 2 0.000
#> ACGGATTGGGAGGT-1 1 0.000
#> ACGGATTGGTTAGC-1 1 0.000
#> ACGGCTCTGAGCAG-1 1 0.249
#> ACGGCTCTTGCACA-1 1 0.000
#> ACGGTAACCGCTAA-1 3 0.000
#> ACGGTAACCTTCGC-1 3 0.000
#> ACGGTAACGGTGGA-1 1 0.000
#> ACGGTAACTCGCAA-1 1 1.000
#> ACGGTATGAGTCGT-1 2 0.000
#> ACGGTATGGGTATC-1 1 0.000
#> ACGGTATGGTTGTG-1 1 0.000
#> ACGGTCCTAACGGG-1 1 1.000
#> ACGGTCCTCGGGAA-1 1 0.000
#> ACGTAGACAACCAC-1 1 0.000
#> ACGTAGACTACAGC-1 1 0.000
#> ACGTCAGAAACGAA-1 1 0.000
#> ACGTCAGAGAGCTT-1 2 0.000
#> ACGTCAGAGGGATG-1 1 0.000
#> ACGTCCTGATAAGG-1 2 0.000
#> ACGTCCTGTGAACC-1 2 0.000
#> ACGTCGCTCCTGAA-1 3 0.000
#> ACGTCGCTCTATTC-1 2 0.751
#> ACGTCGCTTCTCAT-1 1 0.000
#> ACGTGATGCCATGA-1 2 0.000
#> ACGTGATGGGTCTA-1 1 0.000
#> ACGTGATGTAACCG-1 2 0.000
#> ACGTGATGTGACAC-1 3 0.000
#> ACGTGCCTCCGTAA-1 1 1.000
#> ACGTGCCTTCTATC-1 3 0.000
#> ACGTTACTTTCCAT-1 1 0.000
#> ACGTTGGAAAAGCA-1 1 0.000
#> ACGTTGGAAACCTG-1 3 0.000
#> ACGTTGGACCGTAA-1 2 0.000
#> ACGTTGGAGCCAAT-1 3 0.000
#> ACGTTGGATATGGC-1 1 0.000
#> ACGTTGGATCAGGT-1 2 0.000
#> ACGTTTACATCAGC-1 1 0.000
#> ACTAAAACCCACAA-1 1 1.000
#> ACTAAAACTCGACA-1 2 0.000
#> ACTACGGAATTTCC-1 1 0.000
#> ACTACGGACCTATT-1 1 0.000
#> ACTACGGATCGCTC-1 1 0.000
#> ACTACTACTAAGGA-1 1 0.000
#> ACTAGGTGGAACCT-1 3 1.000
#> ACTAGGTGGAACTC-1 1 0.000
#> ACTATCACCTTGGA-1 3 0.000
#> ACTATCACTGCCAA-1 1 0.000
#> ACTCAGGACTGAAC-1 1 0.000
#> ACTCAGGATCTATC-1 1 0.000
#> ACTCAGGATTCGTT-1 2 0.249
#> ACTCCTCTCAACTG-1 1 0.747
#> ACTCGCACGAAAGT-1 2 0.000
#> ACTCGCACTACGAC-1 2 0.000
#> ACTCTCCTGACACT-1 1 0.000
#> ACTCTCCTGCATAC-1 1 0.000
#> ACTCTCCTGTTTGG-1 1 0.000
#> ACTGAGACAACCAC-1 3 0.000
#> ACTGAGACCCATAG-1 2 0.000
#> ACTGAGACGTTGGT-1 1 0.000
#> ACTGCCACACACGT-1 3 0.000
#> ACTGCCACTCCGTC-1 3 0.000
#> ACTGGCCTTCAGTG-1 3 0.000
#> ACTGTGGACGTGTA-1 3 0.000
#> ACTGTGGATCTAGG-1 1 0.000
#> ACTGTTACCCACAA-1 2 0.000
#> ACTGTTACTGCAGT-1 1 0.000
#> ACTTAAGAACCACA-1 1 0.000
#> ACTTAAGATTACTC-1 2 0.000
#> ACTTAGCTGCGTAT-1 2 0.000
#> ACTTAGCTGGGAGT-1 1 0.000
#> ACTTCAACAAGCAA-1 3 0.000
#> ACTTCAACGTAGGG-1 3 0.000
#> ACTTCCCTTTCCGC-1 1 0.000
#> ACTTCTGACATGCA-1 1 0.000
#> ACTTGACTCCACAA-1 1 0.000
#> ACTTGGGAGAAAGT-1 2 0.000
#> ACTTGGGAGGTTTG-1 3 1.000
#> ACTTGGGATGTGAC-1 2 0.249
#> ACTTGGGATTGACG-1 2 0.000
#> ACTTGTACCTGTCC-1 1 0.000
#> ACTTTGTGGAAAGT-1 1 0.000
#> ACTTTGTGGATAGA-1 2 0.000
#> AGAAACGAAAGTAG-1 1 0.000
#> AGAAAGTGCGCAAT-1 1 0.000
#> AGAAAGTGGGGATG-1 2 0.000
#> AGAACAGAAATGCC-1 3 0.000
#> AGAACAGACGACTA-1 1 0.000
#> AGAACAGAGACAAA-1 1 0.000
#> AGAACGCTTTGCTT-1 1 0.000
#> AGAAGATGTGACTG-1 1 0.249
#> AGAATGGAAGAAGT-1 3 1.000
#> AGAATTTGTAACCG-1 1 0.000
#> AGAATTTGTAGAGA-1 1 0.000
#> AGACACACTGTAGC-1 1 0.000
#> AGACACTGTCAAGC-1 2 0.000
#> AGACCTGAAGTAGA-1 2 0.000
#> AGACCTGACCAACA-1 1 0.000
#> AGACCTGAGGAAGC-1 3 1.000
#> AGACGTACAGAGGC-1 1 0.000
#> AGACGTACCCCTAC-1 1 0.000
#> AGACGTACCTCTTA-1 2 0.000
#> AGACGTACTCGTGA-1 2 0.000
#> AGACTGACCATCAG-1 1 1.000
#> AGACTGACCCTTTA-1 1 0.000
#> AGACTTCTCATGCA-1 1 0.000
#> AGAGATGACAGTCA-1 1 0.000
#> AGAGATGACTGAAC-1 1 0.000
#> AGAGATGAGGTTTG-1 2 0.000
#> AGAGATGATCTCGC-1 1 0.000
#> AGAGATGATTGTGG-1 1 0.000
#> AGAGCGGAGGCAAG-1 2 0.000
#> AGAGTCTGGTCGTA-1 2 0.000
#> AGAGTGCTCAGCTA-1 1 0.000
#> AGAGTGCTCGAATC-1 1 0.000
#> AGAGTGCTGTCATG-1 1 0.000
#> AGAGTGCTGTCCTC-1 1 1.000
#> AGAGTGCTGTGTTG-1 1 0.249
#> AGATATACCCGTAA-1 3 0.000
#> AGATATACGATGAA-1 1 0.000
#> AGATATACTGTTCT-1 1 0.000
#> AGATATTGCCTACC-1 3 0.751
#> AGATATTGGCCAAT-1 2 0.000
#> AGATCGTGTCTGGA-1 2 0.000
#> AGATCGTGTTTGTC-1 1 0.000
#> AGATCTCTATCACG-1 1 0.000
#> AGATTAACGTTCTT-1 2 0.000
#> AGATTCCTATCGTG-1 1 0.000
#> AGATTCCTCACTTT-1 2 0.000
#> AGATTCCTGACGAG-1 2 0.000
#> AGATTCCTGTTCAG-1 3 0.000
#> AGCAAAGATATGCG-1 1 0.000
#> AGCACAACAGTCTG-1 1 0.000
#> AGCACTGAGGGAGT-1 1 0.000
#> AGCACTGATATGCG-1 1 0.498
#> AGCACTGATGCTTT-1 2 0.000
#> AGCACTGATTGCGA-1 1 0.000
#> AGCATCGAAGATCC-1 1 0.751
#> AGCATCGAAGGGTG-1 1 0.000
#> AGCATCGAGCTTCC-1 2 0.000
#> AGCATCGAGTGAGG-1 1 0.000
#> AGCATCGATAACCG-1 2 0.000
#> AGCATGACGATGAA-1 3 1.000
#> AGCCAATGGGGAGT-1 2 0.000
#> AGCCAATGTATCTC-1 1 0.000
#> AGCCACCTGGATCT-1 3 0.502
#> AGCCGGTGCCAATG-1 1 0.000
#> AGCCGGTGTGTTTC-1 1 0.000
#> AGCCGTCTCAATCG-1 1 0.000
#> AGCCGTCTGAGAGC-1 1 0.000
#> AGCCTCACGTTCGA-1 1 0.000
#> AGCCTCACTGTCAG-1 2 0.000
#> AGCCTCTGCAGTTG-1 1 0.000
#> AGCCTCTGCCAATG-1 3 0.000
#> AGCGAACTGGATCT-1 1 0.000
#> AGCGAACTTACTGG-1 1 0.000
#> AGCGATACGGAGCA-1 1 0.000
#> AGCGATTGAGATCC-1 3 0.000
#> AGCGCCGAATCTCT-1 1 0.000
#> AGCGCCGACAGAGG-1 1 1.000
#> AGCGCTCTACCTTT-1 1 0.000
#> AGCGGCACCGGGAA-1 1 0.000
#> AGCGGCTGATGTGC-1 1 0.000
#> AGCGGGCTTGCCAA-1 1 0.000
#> AGCGTAACATGCTG-1 1 0.000
#> AGCGTAACTGAGAA-1 2 0.000
#> AGCTCGCTACTGGT-1 1 0.000
#> AGCTCGCTCTGCTC-1 1 0.000
#> AGCTGAACCATACG-1 2 0.000
#> AGCTGAACCTCTCG-1 1 0.000
#> AGCTGCCTTGGGAG-1 2 0.000
#> AGCTGCCTTTCATC-1 1 0.751
#> AGCTGCCTTTCTGT-1 1 0.000
#> AGCTGTGATCCAAG-1 1 0.502
#> AGCTTTACAAGTAG-1 1 0.000
#> AGCTTTACACCAAC-1 3 1.000
#> AGCTTTACTCTCAT-1 1 0.000
#> AGGAAATGAGGAGC-1 1 0.502
#> AGGAACCTCTTAGG-1 2 0.000
#> AGGAACCTTGCCTC-1 3 0.000
#> AGGAATGATAACGC-1 1 0.000
#> AGGAATGATTTGTC-1 1 0.000
#> AGGAGTCTGGTTTG-1 1 0.000
#> AGGAGTCTTGTCAG-1 1 0.000
#> AGGATAGACATTTC-1 1 0.000
#> AGGATAGAGGATTC-1 3 0.000
#> AGGATGCTACTAGC-1 1 0.000
#> AGGATGCTTTAGGC-1 3 0.000
#> AGGCAACTGAAGGC-1 1 0.000
#> AGGCAGGAGTACCA-1 1 0.751
#> AGGCCTCTAGTCGT-1 1 0.000
#> AGGCCTCTCGGAGA-1 1 0.000
#> AGGCCTCTCGTAAC-1 1 0.000
#> AGGGACGACGTTGA-1 1 0.000
#> AGGGACGAGTCAAC-1 3 0.000
#> AGGGACGAGTTGTG-1 1 0.000
#> AGGGACGATAGAGA-1 1 0.249
#> AGGGACGATGCATG-1 3 0.000
#> AGGGAGTGAGCCTA-1 1 0.000
#> AGGGCCACCATACG-1 1 0.000
#> AGGGCGCTAACCAC-1 2 0.000
#> AGGGCGCTATGGTC-1 3 0.751
#> AGGGTGGACAGTCA-1 1 0.000
#> AGGGTGGACTCAAG-1 2 0.000
#> AGGGTGGAGTTGCA-1 3 0.498
#> AGGGTTTGTTCATC-1 2 0.000
#> AGGTCATGAGTGTC-1 1 0.000
#> AGGTCATGCTTATC-1 1 1.000
#> AGGTCTGATTCTCA-1 2 0.000
#> AGGTGGGAAGAATG-1 1 0.000
#> AGGTGGGAAGTTCG-1 1 0.000
#> AGGTGTTGGTTACG-1 1 0.000
#> AGGTTCGAACCTCC-1 2 0.000
#> AGGTTCGAACGTAC-1 2 0.000
#> AGGTTCGAGGGTGA-1 1 0.000
#> AGTAAGGAGTTTGG-1 1 1.000
#> AGTAAGGATTCTTG-1 1 0.000
#> AGTAATACATCACG-1 3 0.000
#> AGTAATACCGAACT-1 1 0.000
#> AGTAATTGTCCCAC-1 1 0.249
#> AGTACGTGAGGGTG-1 1 0.000
#> AGTACGTGCTGCAA-1 1 0.000
#> AGTACGTGCTTGGA-1 1 0.000
#> AGTACTCTACGTGT-1 1 0.000
#> AGTACTCTCAACCA-1 3 0.000
#> AGTACTCTCGGTAT-1 1 0.751
#> AGTAGGCTTGCCTC-1 2 0.000
#> AGTATAACTTGTCT-1 2 0.000
#> AGTATCCTAGAACA-1 1 0.000
#> AGTCACGATGAGCT-1 3 0.000
#> AGTCAGACGAATAG-1 1 0.000
#> AGTCAGACGCTTAG-1 1 0.000
#> AGTCAGACTAGAGA-1 3 0.751
#> AGTCAGACTGCACA-1 1 0.000
#> AGTCCAGATATCTC-1 1 0.000
#> AGTCCAGATTTCAC-1 1 0.000
#> AGTCGAACCAACCA-1 1 0.000
#> AGTCGCCTCCGTAA-1 1 0.000
#> AGTCTACTAGGGTG-1 2 0.000
#> AGTCTACTTGCATG-1 2 0.000
#> AGTCTTACACCACA-1 1 0.000
#> AGTCTTACTTCGCC-1 3 1.000
#> AGTCTTACTTCGGA-1 3 0.000
#> AGTGACTGCAACTG-1 2 0.000
#> AGTGTTCTAACCTG-1 1 0.000
#> AGTGTTCTATAAGG-1 1 0.000
#> AGTGTTCTCACTTT-1 2 0.000
#> AGTTAAACCACTTT-1 1 0.000
#> AGTTATGAACAGTC-1 2 0.000
#> AGTTATGACTGAGT-1 3 0.751
#> AGTTATGAGTTCAG-1 1 0.000
#> AGTTCTACCAGCTA-1 2 0.000
#> AGTTCTTGAAGCCT-1 3 0.000
#> AGTTGTCTACTACG-1 1 0.000
#> AGTTTAGATGGTCA-1 1 0.000
#> AGTTTCACGGTCTA-1 3 0.000
#> AGTTTGCTACAGTC-1 1 0.000
#> AGTTTGCTACTGGT-1 3 1.000
#> AGTTTGCTCCAAGT-1 1 0.000
#> ATAAACACAGTGCT-1 1 0.000
#> ATAAACACCACCAA-1 1 0.000
#> ATAACAACATGCTG-1 2 0.000
#> ATAACAACGTCTAG-1 1 0.000
#> ATAACAACTTTGTC-1 1 0.000
#> ATAACATGTACTCT-1 1 0.000
#> ATAACCCTGTTGGT-1 1 0.000
#> ATAACCCTTGGTAC-1 1 0.000
#> ATAAGTACGAATGA-1 1 0.000
#> ATAAGTTGGTACGT-1 2 0.000
#> ATAAGTTGTCTAGG-1 1 0.000
#> ATAATCGAGCTGAT-1 1 0.000
#> ATAATCGATGGTTG-1 1 0.000
#> ATAATGACCTACTT-1 1 0.000
#> ATAATGACTCGTGA-1 2 0.000
#> ATACAATGTTAGGC-1 1 0.000
#> ATACCACTCGTACA-1 2 0.000
#> ATACCACTCTAAGC-1 2 0.000
#> ATACCACTGCCAAT-1 3 0.249
#> ATACCGGAATGCTG-1 2 0.000
#> ATACCGGACATTTC-1 2 0.000
#> ATACCGGACTTCGC-1 1 0.000
#> ATACCGGAGGTGTT-1 2 0.000
#> ATACCGGATCTCGC-1 1 0.000
#> ATACCTACGCATCA-1 1 0.000
#> ATACCTTGGGGCAA-1 1 0.000
#> ATACGGACAGACTC-1 2 0.000
#> ATACGGACCTACTT-1 2 0.000
#> ATACGGACGAGGTG-1 1 0.000
#> ATACGGACTATGCG-1 1 0.000
#> ATACGGACTCTGGA-1 2 0.000
#> ATACGTCTTAACGC-1 2 0.000
#> ATACTCTGCTTCGC-1 2 0.000
#> ATACTCTGGTATGC-1 3 0.000
#> ATAGATACCATGGT-1 1 0.000
#> ATAGATACGACGAG-1 1 0.000
#> ATAGATTGGTGTAC-1 1 0.000
#> ATAGCCGAACGGAG-1 1 0.000
#> ATAGCGTGCAGATC-1 1 0.000
#> ATAGCGTGCCCTTG-1 2 0.000
#> ATAGCGTGGTATCG-1 2 0.000
#> ATAGCGTGTCTCTA-1 1 0.000
#> ATAGCTCTCTGATG-1 1 0.000
#> ATAGCTCTGAGGTG-1 1 0.000
#> ATAGGAGAAACAGA-1 2 0.000
#> ATAGGCTGTCAGAC-1 1 0.000
#> ATAGTCCTAGTGTC-1 2 0.000
#> ATAGTCCTTGCATG-1 1 1.000
#> ATAGTCCTTGTCGA-1 1 0.000
#> ATAGTTGACAACTG-1 1 0.000
#> ATAGTTGACCCTCA-1 2 0.000
#> ATAGTTGAGACGTT-1 1 0.000
#> ATAGTTGATAAGCC-1 1 0.000
#> ATATACGAAGCCAT-1 1 0.000
#> ATATACGAATTGGC-1 1 0.000
#> ATATAGTGGAATGA-1 2 0.000
#> ATATGCCTAGATCC-1 2 0.000
#> ATATGCCTGGACAG-1 1 0.000
#> ATATGCCTTCTCTA-1 1 0.000
#> ATATGCCTTGGTAC-1 1 0.000
#> ATCAAATGAGCCTA-1 2 0.000
#> ATCAAATGGGTAAA-1 2 0.000
#> ATCAACCTAAACGA-1 1 0.000
#> ATCAACCTGAGGAC-1 1 0.000
#> ATCAACCTTCTCTA-1 3 0.000
#> ATCAACCTTTGTCT-1 1 0.000
#> ATCACACTTTGTCT-1 1 0.000
#> ATCACGGATTTCGT-1 1 0.000
#> ATCATCTGACACCA-1 3 0.000
#> ATCATGCTAGAGTA-1 3 0.000
#> ATCATGCTGAACCT-1 1 0.000
#> ATCCAGGACGCTAA-1 2 0.000
#> ATCCAGGATGGAAA-1 1 0.000
#> ATCCATACTCCTTA-1 2 0.000
#> ATCCATACTTCATC-1 2 0.000
#> ATCCCGTGCAGTCA-1 3 0.000
#> ATCCCGTGCATGCA-1 1 0.000
#> ATCCCGTGGCTGAT-1 1 0.000
#> ATCCGCACGCATCA-1 1 0.000
#> ATCCTAACGACGGA-1 1 0.000
#> ATCCTAACGCTACA-1 3 0.498
#> ATCGACGAAACTGC-1 2 0.000
#> ATCGACGAATGACC-1 1 0.000
#> ATCGAGTGGACGTT-1 3 0.000
#> ATCGCAGAATCTCT-1 2 0.000
#> ATCGCAGAGTGTCA-1 1 0.000
#> ATCGCCACTGAGGG-1 3 0.502
#> ATCGCCTGGGTCAT-1 1 0.000
#> ATCGCCTGTGGCAT-1 1 0.000
#> ATCGCGCTCAGAGG-1 2 0.000
#> ATCGCGCTGGGATG-1 1 0.000
#> ATCGCGCTTTTCGT-1 1 0.000
#> ATCGGAACCAGTCA-1 1 0.000
#> ATCGGTGAGTCAAC-1 1 0.000
#> ATCGGTGATTGCAG-1 1 0.000
#> ATCGTTTGCCTACC-1 2 0.000
#> ATCGTTTGGGTACT-1 2 0.000
#> ATCGTTTGTGCCAA-1 2 0.000
#> ATCTACACCCGCTT-1 2 0.000
#> ATCTACACCGGGAA-1 1 0.000
#> ATCTCAACAGGAGC-1 1 0.000
#> ATCTCAACCTCGAA-1 1 0.000
#> ATCTCAACCTTGTT-1 2 0.000
#> ATCTGGGAAACCAC-1 2 0.000
#> ATCTGGGAAGTGTC-1 2 0.000
#> ATCTGGGATTCCGC-1 3 1.000
#> ATCTGTTGAACGGG-1 1 0.000
#> ATCTGTTGACCTCC-1 1 0.000
#> ATCTGTTGCCTTCG-1 2 0.000
#> ATCTGTTGGTTGCA-1 1 0.000
#> ATCTTGACACCAAC-1 1 0.000
#> ATCTTGACCTCCCA-1 2 0.000
#> ATCTTTCTGCATCA-1 3 1.000
#> ATCTTTCTGTTTCT-1 3 0.498
#> ATCTTTCTTGTCCC-1 3 0.000
#> ATGAAACTCTGTGA-1 1 0.000
#> ATGAAACTGAGGCA-1 1 0.000
#> ATGAAGGAACAGCT-1 3 0.249
#> ATGAAGGACCTGTC-1 1 0.000
#> ATGAAGGACCTTAT-1 1 0.000
#> ATGAAGGACTAGTG-1 1 0.000
#> ATGAAGGACTTGCC-1 3 0.000
#> ATGACGTGACGACT-1 1 0.000
#> ATGACGTGATCGGT-1 2 0.000
#> ATGAGAGAAAGTGA-1 1 0.000
#> ATGAGAGAACGCAT-1 1 0.000
#> ATGAGAGAAGTAGA-1 1 0.000
#> ATGAGCACACAGCT-1 1 0.000
#> ATGAGCACATCTTC-1 1 0.000
#> ATGATAACTTCACT-1 3 0.000
#> ATGATATGAAACAG-1 1 0.000
#> ATGATATGACTGGT-1 1 0.000
#> ATGATATGAGCACT-1 1 0.000
#> ATGATATGGTCATG-1 1 0.000
#> ATGATATGGTGCTA-1 3 0.000
#> ATGATATGTTGTCT-1 2 0.000
#> ATGCACGAATGTCG-1 1 0.000
#> ATGCACGACTGTAG-1 1 0.000
#> ATGCACGAGAACCT-1 1 0.000
#> ATGCACGAGTTCGA-1 1 0.000
#> ATGCACGATTGGTG-1 2 0.000
#> ATGCAGTGTTACCT-1 1 0.000
#> ATGCAGTGTTCTAC-1 1 0.000
#> ATGCCAGAACGACT-1 1 0.000
#> ATGCCAGACAGTCA-1 2 0.000
#> ATGCCGCTTGAACC-1 2 0.000
#> ATGCGATGCTATGG-1 2 0.000
#> ATGCGATGCTGAGT-1 1 0.000
#> ATGCGATGGTTACG-1 1 0.000
#> ATGCGCCTTCATTC-1 1 0.000
#> ATGCTTTGCGAATC-1 1 0.000
#> ATGCTTTGGGCGAA-1 1 0.751
#> ATGCTTTGTAGTCG-1 1 0.000
#> ATGGACACATCGGT-1 1 0.000
#> ATGGACACGCATCA-1 3 0.000
#> ATGGGTACAACCTG-1 1 0.000
#> ATGGGTACATCGGT-1 3 0.000
#> ATGGGTACTATTCC-1 1 0.249
#> ATGGGTACTGGGAG-1 1 0.000
#> ATGTAAACACCTCC-1 1 0.000
#> ATGTAAACCCGCTT-1 1 0.000
#> ATGTAAACGGGATG-1 2 0.000
#> ATGTAAACTCTCCG-1 1 0.000
#> ATGTAAACTTCACT-1 2 0.000
#> ATGTACCTCAGTCA-1 1 0.000
#> ATGTACCTTAGTCG-1 1 0.253
#> ATGTACCTTTATCC-1 2 0.000
#> ATGTACCTTTCACT-1 3 0.000
#> ATGTCACTAATGCC-1 2 0.000
#> ATGTCACTCTGCTC-1 1 0.000
#> ATGTCGGAGGTGAG-1 1 0.000
#> ATGTTCACAGTCTG-1 2 0.000
#> ATGTTCACCGTAGT-1 1 0.000
#> ATGTTGCTTTCAGG-1 1 0.253
#> ATTAACGATGAGAA-1 3 0.000
#> ATTAACGATGCAAC-1 3 0.000
#> ATTAAGACTGCAGT-1 1 0.000
#> ATTACCTGCCTTAT-1 2 0.000
#> ATTACCTGGAGGAC-1 2 0.000
#> ATTAGATGTTTCAC-1 1 0.000
#> ATTATGGAATCTCT-1 1 0.000
#> ATTCAAGAACGGGA-1 1 0.000
#> ATTCAAGACCTTTA-1 1 0.000
#> ATTCAGCTCATTGG-1 3 0.000
#> ATTCCAACCATTGG-1 2 0.000
#> ATTCCAACTTAGGC-1 3 0.000
#> ATTCGACTCACTAG-1 3 0.000
#> ATTCGACTGAATAG-1 2 0.000
#> ATTCGACTTTTGTC-1 2 0.000
#> ATTCGGGAAAGGCG-1 2 0.000
#> ATTCGGGATTAGGC-1 1 0.000
#> ATTCTTCTGATACC-1 1 0.249
#> ATTGAATGGACGGA-1 1 0.000
#> ATTGATGAAGGTTC-1 1 0.000
#> ATTGATGACTGAGT-1 1 0.000
#> ATTGATGAGCGAAG-1 1 0.502
#> ATTGATGATCTATC-1 1 0.000
#> ATTGCACTGACGGA-1 1 0.000
#> ATTGCACTGAGAGC-1 2 0.000
#> ATTGCACTGGAGCA-1 2 0.000
#> ATTGCACTTAGCCA-1 1 0.000
#> ATTGCACTTGCTTT-1 2 0.000
#> ATTGCTTGTTACTC-1 1 0.000
#> ATTGGTCTGACTAC-1 3 1.000
#> ATTGGTCTTGTCTT-1 1 0.000
#> ATTGTAGATTCCCG-1 2 0.000
#> ATTGTAGATTGCAG-1 1 0.000
#> ATTGTCTGCGTACA-1 1 0.000
#> ATTTAGGAACCATG-1 2 0.000
#> ATTTAGGACAGAGG-1 1 0.000
#> ATTTCCGAGATGAA-1 1 0.000
#> ATTTCCGAGTGCTA-1 1 0.253
#> ATTTCGTGTATGGC-1 3 0.000
#> ATTTCTCTACTTTC-1 2 0.000
#> ATTTCTCTAGCAAA-1 3 1.000
#> ATTTCTCTCACTTT-1 2 0.000
#> ATTTCTCTTCCCAC-1 1 0.000
#> ATTTGCACAAGATG-1 2 0.000
#> CAAAGCACAGCTCA-1 1 0.000
#> CAAAGCACCGTAAC-1 1 0.000
#> CAAAGCACGGTAAA-1 3 0.000
#> CAAAGCTGAAAGTG-1 1 0.000
#> CAAAGCTGTTGCTT-1 2 0.000
#> CAAATATGTGACAC-1 1 0.000
#> CAAATTGAGGGCAA-1 1 0.000
#> CAAATTGATGGAGG-1 2 0.000
#> CAACCAGAAAAGTG-1 1 0.000
#> CAACCAGAAGTGCT-1 1 0.000
#> CAACCAGAGTTCAG-1 2 0.000
#> CAACCAGATAGAAG-1 2 0.000
#> CAACCGCTGTTCAG-1 1 0.000
#> CAACCGCTTTGAGC-1 1 0.000
#> CAACGATGCGCAAT-1 2 0.000
#> CAACGTGACTCCAC-1 2 0.000
#> CAACGTGAGCCATA-1 3 0.000
#> CAACGTGATCAAGC-1 2 0.000
#> CAAGAAGACCACAA-1 3 0.249
#> CAAGAAGACGTCTC-1 2 0.000
#> CAAGAAGATTCTAC-1 1 0.000
#> CAAGACTGACCTGA-1 1 0.000
#> CAAGACTGAGTAGA-1 1 0.000
#> CAAGCTGACCATAG-1 2 0.000
#> CAAGCTGATCTATC-1 3 0.000
#> CAAGGACTGTTCAG-1 1 0.000
#> CAAGGACTTCTTTG-1 3 1.000
#> CAAGGTTGCTCCAC-1 1 0.000
#> CAAGGTTGTCATTC-1 1 0.000
#> CAAGGTTGTCTGGA-1 3 0.000
#> CAAGTCGAAACAGA-1 1 0.000
#> CAAGTCGATAGCGT-1 2 0.000
#> CAATAAACGCCATA-1 2 0.000
#> CAATAATGAACTGC-1 2 0.000
#> CAATATGACATGGT-1 1 0.000
#> CAATATGACCTTCG-1 3 0.000
#> CAATATGACGTTAG-1 1 0.000
#> CAATATGAGGAGCA-1 1 0.000
#> CAATCGGAGAAACA-1 1 0.000
#> CAATCTACTGACTG-1 3 0.000
#> CAATTCACCCAACA-1 3 0.000
#> CAATTCACGATAGA-1 1 0.000
#> CAATTCACTTGTGG-1 1 0.000
#> CAATTCTGCTTGTT-1 2 0.000
#> CAATTCTGGCGTAT-1 2 0.000
#> CACAACGATACGAC-1 1 0.000
#> CACAATCTTGTTCT-1 1 1.000
#> CACAATCTTTCCAT-1 1 0.000
#> CACACCTGCTTGAG-1 1 0.000
#> CACACCTGTATGGC-1 1 0.000
#> CACAGAACCCTTGC-1 3 0.751
#> CACAGAACCTGATG-1 1 0.000
#> CACAGATGGGATTC-1 1 0.000
#> CACAGATGGTTTCT-1 2 0.000
#> CACAGCCTGATACC-1 1 1.000
#> CACAGCCTTGCCAA-1 2 0.000
#> CACAGCCTTGTAGC-1 1 0.000
#> CACAGTGATGAAGA-1 2 0.000
#> CACATACTACAGCT-1 3 0.498
#> CACATGGAACACGT-1 1 0.000
#> CACATGGAAGTCGT-1 1 0.000
#> CACCACTGCCAACA-1 1 0.000
#> CACCACTGGCGAAG-1 3 0.000
#> CACCCATGTTCTGT-1 3 0.751
#> CACCGGGAATCGAC-1 1 0.000
#> CACCGGGACGAGAG-1 3 0.253
#> CACCGGGACGTGTA-1 1 0.000
#> CACCGGGACTTCTA-1 3 0.000
#> CACCGGGACTTGCC-1 3 0.000
#> CACCGGGATTCGGA-1 3 0.000
#> CACCGTACTAAGGA-1 1 0.000
#> CACCGTACTAGCGT-1 1 0.000
#> CACCTGACACCCAA-1 3 0.000
#> CACCTGACCAGAAA-1 1 0.000
#> CACCTGACCTCAAG-1 3 0.000
#> CACCTGACGAAAGT-1 1 0.000
#> CACCTGACTCGTAG-1 1 0.000
#> CACGAAACTTCCGC-1 1 0.000
#> CACGACCTCGATAC-1 1 0.000
#> CACGCTACAGAAGT-1 3 1.000
#> CACGCTACTGTTCT-1 1 0.000
#> CACGGGACAGAGTA-1 1 0.000
#> CACGGGACATAAGG-1 1 0.000
#> CACGGGACGTAGGG-1 1 0.000
#> CACGGGTGCTTCGC-1 3 0.000
#> CACGGGTGGAGGAC-1 3 0.000
#> CACGGGTGTGTTTC-1 1 0.000
#> CACTAACTCCTAAG-1 1 0.000
#> CACTAACTGAAAGT-1 1 0.000
#> CACTAGGATGATGC-1 1 0.000
#> CACTATACCCCGTT-1 1 0.000
#> CACTATACGTTTGG-1 3 0.000
#> CACTGAGACAGTCA-1 2 0.000
#> CACTGCACTTCATC-1 1 0.000
#> CACTGCTGAGACTC-1 2 0.000
#> CACTGCTGGAAAGT-1 1 0.000
#> CACTTAACCGAATC-1 1 0.000
#> CACTTAACCGTACA-1 1 0.000
#> CACTTTGACTCTAT-1 3 0.000
#> CACTTTGAGCTGTA-1 1 1.000
#> CAGAAGCTCTCAAG-1 1 0.000
#> CAGACATGAACGGG-1 1 0.000
#> CAGACATGTCGACA-1 1 0.000
#> CAGACCCTAAGGTA-1 2 0.000
#> CAGACCCTAATGCC-1 1 0.000
#> CAGACCCTAGGAGC-1 1 0.000
#> CAGACTGAGTATGC-1 1 0.000
#> CAGATCGAATGTCG-1 1 0.000
#> CAGATCGACCTGAA-1 1 0.253
#> CAGATCGATATGGC-1 1 0.000
#> CAGATGACATTCTC-1 3 0.000
#> CAGCAATGCCTTCG-1 1 0.000
#> CAGCAATGGAGGGT-1 3 0.000
#> CAGCAATGGTGCTA-1 1 0.000
#> CAGCAATGTCTACT-1 2 0.000
#> CAGCAATGTGACCA-1 1 0.000
#> CAGCAATGTGAGGG-1 2 0.000
#> CAGCACCTAAGCCT-1 1 0.000
#> CAGCACCTAGGCGA-1 1 0.000
#> CAGCACCTGTAGGG-1 2 0.000
#> CAGCATGACAACCA-1 2 0.000
#> CAGCATGAGACGTT-1 1 1.000
#> CAGCCTACCCAACA-1 1 0.000
#> CAGCCTTGCTACCC-1 2 0.000
#> CAGCCTTGGGGACA-1 1 0.000
#> CAGCGGACACCCTC-1 1 0.000
#> CAGCGGACCTTTAC-1 3 0.000
#> CAGCGTCTAAAGCA-1 1 0.000
#> CAGCGTCTTATCGG-1 1 0.000
#> CAGCTAGATGTGAC-1 2 0.000
#> CAGCTCTGAGGCGA-1 1 0.000
#> CAGCTCTGCAAGCT-1 3 0.000
#> CAGCTCTGTCGTAG-1 2 0.000
#> CAGCTCTGTGTGGT-1 3 0.000
#> CAGGAACTAACTGC-1 3 1.000
#> CAGGAACTCTCAGA-1 2 0.000
#> CAGGCCGAACACCA-1 1 0.000
#> CAGGCCGAACACGT-1 1 0.000
#> CAGGCCGAACGACT-1 1 0.249
#> CAGGCCGAATCTCT-1 2 0.000
#> CAGGCCGACTAGCA-1 1 0.000
#> CAGGGCACCATACG-1 1 0.000
#> CAGGGCACCCAACA-1 1 0.000
#> CAGGGCACTCCCGT-1 1 0.000
#> CAGGTAACAGACTC-1 2 0.000
#> CAGGTATGAGTCGT-1 1 0.000
#> CAGGTATGTGCTTT-1 1 0.253
#> CAGGTTGAGGATCT-1 1 0.000
#> CAGTGATGGACGGA-1 1 0.000
#> CAGTGATGGCTAAC-1 3 0.000
#> CAGTGATGGGACAG-1 1 0.000
#> CAGTGATGTAAGGA-1 1 0.000
#> CAGTGATGTACGCA-1 1 0.000
#> CAGTGTGATGTCAG-1 1 0.000
#> CAGTTACTAAGGTA-1 1 0.000
#> CAGTTACTGATAGA-1 1 0.000
#> CAGTTGGAAAGAGT-1 2 0.000
#> CAGTTGGACATACG-1 1 0.000
#> CAGTTTACACACGT-1 3 0.000
#> CAGTTTACCCCAAA-1 1 0.000
#> CATAAAACGGAGCA-1 2 0.000
#> CATAAATGAACTGC-1 1 0.000
#> CATAACCTTCTCCG-1 1 0.000
#> CATACTACCTCGAA-1 1 0.000
#> CATACTACCTGAAC-1 1 0.000
#> CATACTACGTACCA-1 2 0.000
#> CATACTTGGGTTAC-1 2 0.000
#> CATAGTCTAATCGC-1 1 0.000
#> CATAGTCTCACTTT-1 1 0.000
#> CATATAGACTAAGC-1 2 0.000
#> CATATAGATCAGGT-1 1 0.000
#> CATCAACTAGAAGT-1 1 0.000
#> CATCAACTCCCTCA-1 1 0.000
#> CATCAGGACTTCCG-1 3 0.000
#> CATCAGGATAGCCA-1 3 0.000
#> CATCAGGATCCTAT-1 2 0.000
#> CATCAGGATGCACA-1 2 0.000
#> CATCAGGATTTCGT-1 2 0.000
#> CATCATACCGCATA-1 2 0.000
#> CATCATACGGAGCA-1 1 0.000
#> CATCATACTCAAGC-1 1 0.000
#> CATCGCTGGGATCT-1 1 0.000
#> CATCGCTGTGGCAT-1 1 0.000
#> CATCGGCTATGCTG-1 1 0.000
#> CATCGGCTTTGGCA-1 1 0.000
#> CATCTCCTATGTGC-1 1 0.000
#> CATCTCCTCGAACT-1 2 0.000
#> CATGAGACACGGGA-1 1 0.000
#> CATGAGACGTTGAC-1 3 0.000
#> CATGAGACTCGCCT-1 1 0.000
#> CATGCCACGGGTGA-1 1 0.000
#> CATGCCACTGCCAA-1 1 0.000
#> CATGCGCTAGTCAC-1 2 0.000
#> CATGCGCTCAGATC-1 2 0.000
#> CATGCGCTTTGCAG-1 2 0.000
#> CATGGCCTAGGGTG-1 2 0.000
#> CATGGCCTGTGCAT-1 1 0.000
#> CATGTACTATCGTG-1 3 0.000
#> CATGTTACAGTCGT-1 3 0.000
#> CATGTTACCTGAGT-1 1 0.000
#> CATGTTTGGGGATG-1 2 0.000
#> CATTACACACGGAG-1 1 0.000
#> CATTACACCAACTG-1 3 0.000
#> CATTACACGGAGTG-1 1 0.000
#> CATTACACTACTCT-1 1 0.000
#> CATTAGCTCCACAA-1 2 0.000
#> CATTGACTAGCGGA-1 2 0.000
#> CATTGGGACTCGAA-1 1 0.000
#> CATTGTACAGCGTT-1 1 0.000
#> CATTGTACTCGATG-1 1 0.000
#> CATTGTACTTATCC-1 1 0.000
#> CATTGTACTTTGCT-1 2 0.000
#> CATTGTTGCTAGTG-1 1 0.000
#> CATTTCGACTCTAT-1 3 0.000
#> CATTTCGAGATACC-1 3 0.000
#> CATTTGACCACACA-1 3 0.000
#> CATTTGACCCTGAA-1 3 0.751
#> CATTTGTGACGACT-1 1 0.000
#> CATTTGTGCATTGG-1 1 0.000
#> CATTTGTGCGGAGA-1 1 0.000
#> CATTTGTGGGATCT-1 1 0.000
#> CCAAAGTGCTACGA-1 2 0.000
#> CCAAAGTGTGAGAA-1 2 0.000
#> CCAACCTGAAGTAG-1 3 0.000
#> CCAACCTGACGTAC-1 2 0.000
#> CCAACCTGTTCGCC-1 2 0.000
#> CCAAGAACCCAATG-1 1 0.000
#> CCAAGAACGTAGCT-1 1 0.000
#> CCAAGAACGTGTCA-1 1 0.000
#> CCAAGAACTACTGG-1 3 0.000
#> CCAAGAACTCCTAT-1 1 0.000
#> CCAAGATGTCATTC-1 1 0.000
#> CCAAGATGTTTCAC-1 1 0.751
#> CCAAGTGAGGAACG-1 1 0.000
#> CCAAGTGATCAAGC-1 1 0.000
#> CCAATTTGAACGTC-1 2 0.000
#> CCACCATGAACGTC-1 1 0.000
#> CCACCATGATCGGT-1 1 0.000
#> CCACCATGGACGAG-1 2 0.000
#> CCACCATGGGGAGT-1 1 0.000
#> CCACCATGTCCTGC-1 3 0.000
#> CCACTGACCCGCTT-1 2 0.000
#> CCACTGTGGGAAGC-1 2 0.000
#> CCACTGTGTGTAGC-1 1 0.000
#> CCACTTCTCGGGAA-1 2 0.000
#> CCAGAAACCCTGTC-1 1 0.000
#> CCAGAAACGAACTC-1 1 0.000
#> CCAGAAACGGTCTA-1 1 0.000
#> CCAGACCTCTGAGT-1 1 0.249
#> CCAGACCTTGTGGT-1 1 0.000
#> CCAGCACTGCGATT-1 2 0.000
#> CCAGCGGAAAGGCG-1 2 0.000
#> CCAGCGGACGACTA-1 2 0.000
#> CCAGCGGATGGGAG-1 1 0.000
#> CCAGCTACACAGTC-1 1 0.000
#> CCAGCTACCAGCTA-1 1 0.000
#> CCAGGTCTACACCA-1 1 0.000
#> CCAGGTCTAGCATC-1 2 0.000
#> CCAGGTCTATGGTC-1 1 0.000
#> CCAGTCACACTGGT-1 2 0.000
#> CCAGTCACACTGTG-1 1 0.000
#> CCAGTCACGTTGTG-1 1 0.000
#> CCAGTGCTAACCAC-1 1 0.000
#> CCAGTGCTCGTAGT-1 1 0.000
#> CCATCCGAAAGCAA-1 1 0.000
#> CCATCCGAACGACT-1 1 1.000
#> CCATCCGAAGGTTC-1 1 0.000
#> CCATCCGATTCGCC-1 2 0.000
#> CCATCGTGAACGGG-1 1 0.249
#> CCATCGTGCTAGAC-1 2 0.000
#> CCCAACACCTCGCT-1 1 0.000
#> CCCAACACGCATCA-1 1 0.000
#> CCCAACACTTTGTC-1 2 0.000
#> CCCAACTGCAATCG-1 2 0.000
#> CCCAGACTGCCTTC-1 2 0.000
#> CCCAGACTGGTTTG-1 1 0.000
#> CCCAGACTTTCGCC-1 2 0.000
#> CCCAGTTGCAGTTG-1 2 0.000
#> CCCAGTTGGGTACT-1 1 0.253
#> CCCAGTTGTCTATC-1 1 0.000
#> CCCGATTGTGTTTC-1 1 0.000
#> CCCGGAGAAGGGTG-1 2 0.000
#> CCCTACGAATTGGC-1 2 0.000
#> CCCTAGTGCAAAGA-1 1 0.000
#> CCCTCAGACACTTT-1 1 0.000
#> CCCTCAGACGAGAG-1 1 0.000
#> CCCTCAGAGGTCAT-1 1 0.000
#> CCCTGAACTAAAGG-1 1 0.000
#> CCCTGATGCAACCA-1 1 0.000
#> CCCTGATGCAAGCT-1 1 0.000
#> CCCTTACTAACCAC-1 2 0.000
#> CCCTTACTGCAGTT-1 1 0.000
#> CCGAAAACCTTGTT-1 2 0.000
#> CCGACACTGGTTTG-1 1 0.000
#> CCGACTACCCAGTA-1 2 0.000
#> CCGACTACCGTGTA-1 1 0.000
#> CCGACTACTGAGGG-1 1 1.000
#> CCGATAGACCTAAG-1 1 0.000
#> CCGATAGAGTTGGT-1 2 0.000
#> CCGCGAGACACACA-1 2 0.000
#> CCGCGAGAGGTTCA-1 1 1.000
#> CCGCTATGGGACGA-1 1 0.000
#> CCGCTATGTGCAAC-1 2 0.000
#> CCGCTATGTGCACA-1 2 0.000
#> CCGGTACTGTCCTC-1 1 0.000
#> CCGTACACAAGCAA-1 1 0.000
#> CCGTACACAGCGTT-1 1 0.000
#> CCGTACACGTCATG-1 3 0.000
#> CCGTACACGTTGGT-1 2 0.000
#> CCGTACACTAACGC-1 1 1.000
#> CCTAAACTTTCGTT-1 1 0.000
#> CCTAAGGACCCAAA-1 1 0.000
#> CCTAAGGACTAGCA-1 2 0.000
#> CCTAAGGAGGGCAA-1 3 0.249
#> CCTAAGGATGATGC-1 1 0.000
#> CCTAAGGATGTCAG-1 1 0.000
#> CCTACCGACTCTTA-1 1 0.000
#> CCTACCGAGGGATG-1 1 0.000
#> CCTAGAGAGGTGAG-1 1 0.000
#> CCTATAACCAAAGA-1 1 0.000
#> CCTATAACGAGACG-1 2 0.000
#> CCTATAACTCAGAC-1 1 0.000
#> CCTATAACTGCATG-1 2 0.000
#> CCTCGAACACTTTC-1 3 0.000
#> CCTCGAACCCGTAA-1 2 0.000
#> CCTCGAACGTATCG-1 1 0.000
#> CCTCGAACTTACTC-1 1 0.000
#> CCTCTACTCTTCGC-1 2 0.000
#> CCTCTACTGGCATT-1 1 0.000
#> CCTGACTGAAGTAG-1 1 1.000
#> CCTGACTGGGGAGT-1 1 0.000
#> CCTGACTGTGTCTT-1 1 0.000
#> CCTGCAACACGTTG-1 2 0.000
#> CCTGGACTCGTGAT-1 1 0.000
#> CCTTAATGCCCAAA-1 1 0.000
#> CCTTAATGTTCTAC-1 2 0.000
#> CCTTCACTACGACT-1 1 0.000
#> CCTTCACTCAGTCA-1 1 0.498
#> CCTTCACTGGAGTG-1 2 0.000
#> CCTTTAGATTCATC-1 2 0.000
#> CGAACATGCCCTAC-1 2 0.000
#> CGAACATGTCAGAC-1 1 0.000
#> CGAAGACTGGAACG-1 3 1.000
#> CGAAGACTGTTACG-1 1 0.498
#> CGAAGGGAAACCTG-1 3 0.000
#> CGAAGGGATCCGAA-1 1 0.000
#> CGAAGTACCAACTG-1 1 0.000
#> CGAATCGAGGAGCA-1 2 0.249
#> CGAATCGAGGAGGT-1 1 0.000
#> CGACAAACCCATAG-1 1 0.000
#> CGACAAACCGACAT-1 1 0.000
#> CGACCACTAAAGTG-1 3 0.000
#> CGACCACTGCCAAT-1 3 0.000
#> CGACCGGAAGGTCT-1 1 0.000
#> CGACCGGATGGAAA-1 1 0.000
#> CGACCTTGCTAGTG-1 1 0.000
#> CGACGTCTATCGTG-1 1 0.249
#> CGACGTCTCGTGTA-1 1 0.000
#> CGACGTCTGAGGCA-1 1 0.000
#> CGACTCACGTCGTA-1 1 0.000
#> CGACTCACGTTGCA-1 1 0.000
#> CGACTCTGTGTGAC-1 1 0.000
#> CGACTGCTTCCTCG-1 2 0.000
#> CGAGAACTAAGGCG-1 3 0.502
#> CGAGAACTACGTTG-1 1 0.000
#> CGAGAACTTGTTCT-1 2 0.000
#> CGAGATTGGACACT-1 3 0.000
#> CGAGATTGGCCATA-1 3 0.000
#> CGAGCCGAACACCA-1 1 0.000
#> CGAGCCGAGGCGAA-1 1 0.000
#> CGAGCGTGCTCCAC-1 1 0.000
#> CGAGCGTGGATACC-1 1 0.000
#> CGAGCGTGTATGCG-1 2 0.000
#> CGAGGAGACCTCCA-1 1 0.000
#> CGAGGAGATGTCGA-1 1 0.000
#> CGAGGCACCTATGG-1 3 0.000
#> CGAGGCACTATGCG-1 2 0.000
#> CGAGGCACTCTTCA-1 1 0.751
#> CGAGGCTGACGCTA-1 3 0.000
#> CGAGGCTGGCAGTT-1 2 0.000
#> CGAGGGCTACGACT-1 1 0.000
#> CGAGGGCTCGAATC-1 1 0.000
#> CGAGTATGTCACCC-1 2 0.000
#> CGATACGAACAGTC-1 2 0.000
#> CGATACGACAGGAG-1 3 0.000
#> CGATACGATTCACT-1 1 0.000
#> CGATAGACCCGTAA-1 2 0.000
#> CGATAGACCGTACA-1 3 1.000
#> CGATAGACGTAGGG-1 2 0.000
#> CGATAGACTGTTCT-1 1 0.000
#> CGATCAGAAGAACA-1 3 0.000
#> CGATCAGAGAGGGT-1 1 0.000
#> CGATCAGAGGTACT-1 1 0.000
#> CGATCAGATGTGAC-1 2 0.249
#> CGATCCACCGGGAA-1 3 0.000
#> CGATCCACTTCCAT-1 1 0.000
#> CGCAAATGCTCGAA-1 1 0.000
#> CGCAACCTCCTTGC-1 1 0.000
#> CGCAACCTGGACGA-1 1 0.000
#> CGCACGGAGGACGA-1 1 0.000
#> CGCACGGATCTTTG-1 1 0.000
#> CGCACTACAGAATG-1 1 0.000
#> CGCACTACAGCCAT-1 1 0.000
#> CGCACTACATTGGC-1 1 0.000
#> CGCACTACTCGCCT-1 1 0.000
#> CGCACTACTCGTGA-1 1 1.000
#> CGCACTTGTCACGA-1 2 0.000
#> CGCAGGACAGATCC-1 3 1.000
#> CGCAGGACCTACTT-1 1 0.000
#> CGCAGGACTTGTCT-1 2 0.000
#> CGCAGGTGCACTGA-1 1 0.000
#> CGCAGGTGCCATAG-1 2 0.000
#> CGCAGGTGGGAACG-1 3 1.000
#> CGCATAGATCACGA-1 2 0.000
#> CGCCATACTGCAAC-1 1 0.000
#> CGCCATTGAGAGGC-1 1 0.000
#> CGCCATTGCTATGG-1 1 0.000
#> CGCCATTGGAGACG-1 1 0.000
#> CGCCATTGGAGCAG-1 1 0.000
#> CGCCATTGTACTGG-1 1 0.000
#> CGCCGAGAGCTTAG-1 3 0.000
#> CGCCTAACGAATGA-1 2 0.000
#> CGCCTAACTGCTCC-1 1 0.000
#> CGCGAGACACAGCT-1 1 1.000
#> CGCGAGACAGGTCT-1 1 0.000
#> CGCGAGACGCTACA-1 1 0.000
#> CGCGATCTCAGTCA-1 2 0.000
#> CGCGATCTGTTGAC-1 2 0.000
#> CGCGATCTTTCTTG-1 1 0.000
#> CGCGGATGGCCAAT-1 1 0.000
#> CGCTAAGAATGTCG-1 1 0.000
#> CGCTAAGACAACTG-1 1 0.000
#> CGCTAAGACCCTTG-1 1 0.000
#> CGCTACTGAACAGA-1 2 0.000
#> CGCTACTGAGAACA-1 1 0.000
#> CGCTACTGTGAGCT-1 1 0.000
#> CGCTACTGTTCCCG-1 3 0.000
#> CGCTCATGCATTTC-1 2 0.000
#> CGGAATTGGTTTGG-1 1 0.253
#> CGGAATTGTGGAGG-1 1 0.000
#> CGGACCGATGCGTA-1 3 0.000
#> CGGACCGATGGGAG-1 1 0.000
#> CGGACTCTAAACAG-1 1 0.000
#> CGGACTCTCCAATG-1 1 0.000
#> CGGACTCTCCTCGT-1 3 0.000
#> CGGAGGCTATTCCT-1 1 0.000
#> CGGAGGCTTGGATC-1 1 0.000
#> CGGATAACAACGAA-1 2 0.000
#> CGGATAACAGCTCA-1 1 0.000
#> CGGATAACTCAGTG-1 2 0.000
#> CGGCACGAACTCAG-1 1 0.751
#> CGGCACGAAGGGTG-1 1 0.000
#> CGGCACGACTACGA-1 2 0.000
#> CGGCATCTTAGAAG-1 1 0.249
#> CGGCATCTTCGTAG-1 2 0.000
#> CGGCCAGAAAGGTA-1 1 0.000
#> CGGCCAGAGAGGCA-1 3 0.000
#> CGGCGAACCAGTCA-1 2 0.000
#> CGGCGAACGACAAA-1 3 0.000
#> CGGCGAACGGTCTA-1 1 0.000
#> CGGCGAACTACTTC-1 3 0.000
#> CGGGACTGCGTGTA-1 1 0.000
#> CGGGACTGGAATAG-1 3 0.000
#> CGGGCATGACCCAA-1 3 0.000
#> CGGGCATGTCTCTA-1 3 0.000
#> CGGGCATGTTGTGG-1 1 0.000
#> CGGTAAACTCGCAA-1 1 0.747
#> CGGTCACTGTTTGG-1 1 0.000
#> CGGTCACTTACTTC-1 1 0.000
#> CGTAACGATCGCCT-1 1 0.000
#> CGTACCACACACAC-1 1 0.000
#> CGTACCACACGTTG-1 1 0.000
#> CGTACCACCTCATT-1 1 0.000
#> CGTACCACGGAGCA-1 1 0.000
#> CGTACCTGGCATCA-1 3 0.000
#> CGTAGCCTCTCTCG-1 2 0.000
#> CGTAGCCTGCGAAG-1 1 0.000
#> CGTAGCCTGTATGC-1 2 0.000
#> CGTCAAGAAAGGTA-1 2 0.000
#> CGTCAAGAACGTGT-1 1 0.000
#> CGTCAAGACAGAGG-1 1 0.000
#> CGTCAAGACAGGAG-1 3 0.000
#> CGTCCATGCTCTTA-1 1 0.000
#> CGTCGACTTTCCGC-1 3 1.000
#> CGTGATGACGCTAA-1 1 0.000
#> CGTGATGAGGTTCA-1 1 0.498
#> CGTGCACTTATGGC-1 2 0.000
#> CGTGTAGAAAAACG-1 1 0.253
#> CGTGTAGACGATAC-1 3 0.000
#> CGTGTAGAGTTACG-1 3 0.000
#> CGTGTAGAGTTCAG-1 2 0.000
#> CGTGTAGATTCGGA-1 3 0.000
#> CGTTAGGAAACCAC-1 1 0.000
#> CGTTAGGATCATTC-1 2 0.000
#> CGTTATACCCTGAA-1 3 0.000
#> CGTTTAACTGGTCA-1 1 0.000
#> CTAAACCTCTGACA-1 3 0.000
#> CTAAACCTGTGCAT-1 1 0.000
#> CTAACACTAACGTC-1 1 0.000
#> CTAACACTAGTGCT-1 2 0.000
#> CTAACGGAACCGAT-1 3 0.000
#> CTAACGGATTTCTG-1 1 0.000
#> CTAACTACGGCAAG-1 1 1.000
#> CTAAGGACACCATG-1 1 0.000
#> CTAAGGACCGTTAG-1 1 0.000
#> CTAAGGACGCCATA-1 2 0.000
#> CTAAGGTGCCTAAG-1 1 0.000
#> CTAAGGTGTTGCAG-1 1 0.000
#> CTAAGGTGTTTCTG-1 1 0.000
#> CTAATAGAGCTATG-1 1 0.000
#> CTAATGCTTGTGGT-1 2 0.000
#> CTACAACTCCCGTT-1 3 0.000
#> CTACCTCTCAACCA-1 1 0.249
#> CTACGCACACCTAG-1 2 0.000
#> CTACGCACTCTCCG-1 1 0.000
#> CTACGCACTGGTCA-1 3 0.000
#> CTACGGCTTTCTTG-1 2 0.000
#> CTACTATGAACCAC-1 2 0.000
#> CTACTATGATGTGC-1 2 0.000
#> CTACTATGCTAAGC-1 1 0.000
#> CTACTATGTAAAGG-1 1 0.000
#> CTACTCCTATGTCG-1 3 0.000
#> CTACTCCTGCCATA-1 2 0.249
#> CTAGAGACACTTTC-1 1 0.000
#> CTAGAGACAGCATC-1 3 0.000
#> CTAGAGACTTTGGG-1 2 0.000
#> CTAGATCTCTCTAT-1 1 0.000
#> CTAGATCTTCGACA-1 1 0.000
#> CTAGGATGAGCCTA-1 1 0.253
#> CTAGGATGATCGTG-1 1 0.000
#> CTAGGCCTCTCAGA-1 1 0.000
#> CTAGGTGATGGTTG-1 2 0.000
#> CTAGTTACCAGAGG-1 1 0.000
#> CTAGTTACCGCATA-1 1 0.000
#> CTAGTTACGAAACA-1 3 0.000
#> CTATAAGATCGTTT-1 1 0.000
#> CTATACTGAGGTTC-1 2 0.000
#> CTATACTGCCAGTA-1 1 0.000
#> CTATACTGCGCTAA-1 2 0.000
#> CTATACTGCTACGA-1 3 0.000
#> CTATACTGTCTCAT-1 3 0.000
#> CTATACTGTTCGTT-1 1 0.000
#> CTATAGCTGTCACA-1 1 0.000
#> CTATAGCTTCGCTC-1 2 0.000
#> CTATAGCTTGCCTC-1 2 0.000
#> CTATCAACGAACTC-1 1 0.000
#> CTATCAACGCAGAG-1 1 0.000
#> CTATCAACTTTGGG-1 1 0.000
#> CTATCCCTCCACCT-1 2 0.000
#> CTATGTACGAGAGC-1 1 0.000
#> CTATGTACGCTTAG-1 1 0.000
#> CTATGTACTGTTTC-1 1 0.000
#> CTATGTTGAAAGCA-1 1 0.000
#> CTATGTTGTCCTCG-1 1 0.000
#> CTATGTTGTCTCGC-1 1 0.000
#> CTATTGACAAACGA-1 2 0.000
#> CTATTGACACTGGT-1 2 0.000
#> CTATTGACGGTGAG-1 2 0.000
#> CTATTGTGGCAAGG-1 1 0.000
#> CTCAATTGGTTCAG-1 1 0.000
#> CTCAATTGGTTGCA-1 2 0.000
#> CTCAGAGATAGAAG-1 1 0.000
#> CTCAGCACTCTAGG-1 1 0.000
#> CTCAGCACTGAACC-1 2 0.000
#> CTCAGCACTTGCAG-1 1 0.000
#> CTCAGCTGAACCTG-1 2 0.000
#> CTCAGCTGCAGTTG-1 1 0.000
#> CTCAGGCTCGTTGA-1 2 0.000
#> CTCAGGCTGCTAAC-1 3 1.000
#> CTCATTGACCTTAT-1 1 0.000
#> CTCATTGATGCTTT-1 2 0.000
#> CTCCACGAGAGATA-1 2 0.000
#> CTCCATCTCTTAGG-1 1 0.000
#> CTCCATCTGACGAG-1 1 0.000
#> CTCCGAACAAGTGA-1 2 0.000
#> CTCCTACTGCCTTC-1 2 0.000
#> CTCGAAGATGTGGT-1 1 0.000
#> CTCGAAGATTAGGC-1 2 0.000
#> CTCGACTGCTCTAT-1 1 0.000
#> CTCGACTGGGTGAG-1 1 0.000
#> CTCGACTGGTTGAC-1 3 0.000
#> CTCGAGCTCTGGAT-1 3 0.000
#> CTCGCATGACTTTC-1 1 0.751
#> CTCGCATGCTTAGG-1 1 0.000
#> CTCTAAACCTCGAA-1 1 0.000
#> CTCTAAACGGCGAA-1 1 0.000
#> CTCTAATGTCCAAG-1 2 0.000
#> CTGAACGACAGTCA-1 1 0.000
#> CTGAACGATGAGGG-1 3 1.000
#> CTGAAGACCCAACA-1 1 0.000
#> CTGAAGACGTGCAT-1 1 0.498
#> CTGAAGTGAAGCCT-1 2 0.000
#> CTGAAGTGCAGCTA-1 1 0.000
#> CTGAAGTGGCTATG-1 1 0.000
#> CTGAAGTGTCCAGA-1 1 0.000
#> CTGAATCTGAATAG-1 1 1.000
#> CTGACAGAATCGTG-1 3 0.000
#> CTGACCACAGCAAA-1 1 0.000
#> CTGAGAACCGGGAA-1 1 0.000
#> CTGAGAACGTAAAG-1 3 0.000
#> CTGATACTAGTAGA-1 1 0.000
#> CTGATTTGGTGTTG-1 2 0.000
#> CTGCAGCTAACCGT-1 1 0.000
#> CTGCAGCTGACACT-1 1 0.000
#> CTGCAGCTGGATTC-1 2 0.000
#> CTGCAGCTTGGCAT-1 1 1.000
#> CTGCCAACAGGAGC-1 1 0.000
#> CTGCCAACCAGCTA-1 1 0.000
#> CTGCCAACTAACCG-1 2 0.000
#> CTGCCAACTGCTCC-1 3 1.000
#> CTGCCAACTTGCAG-1 1 0.000
#> CTGCCAACTTGCTT-1 1 0.253
#> CTGCGACTCCACCT-1 3 0.751
#> CTGGAAACAAACGA-1 3 0.000
#> CTGGAAACATCGAC-1 1 0.000
#> CTGGATGACTGGAT-1 3 0.000
#> CTGGATGACTTGTT-1 1 1.000
#> CTGGATGATGTGAC-1 1 0.000
#> CTGGCACTCAAGCT-1 2 0.000
#> CTGTAACTAACCAC-1 1 0.000
#> CTGTAACTAGCGTT-1 1 0.000
#> CTGTATACGTAAAG-1 1 0.000
#> CTGTATACGTACGT-1 2 0.000
#> CTGTATACGTTGGT-1 1 0.000
#> CTGTGAGACAACCA-1 2 0.000
#> CTGTGAGACCTTGC-1 3 0.000
#> CTGTGAGACGAACT-1 2 0.000
#> CTGTGAGACTGTAG-1 2 0.000
#> CTTAAAGAACCTGA-1 1 0.000
#> CTTAACACCTGTAG-1 1 0.000
#> CTTAACACTATCGG-1 1 0.000
#> CTTAAGCTACCTAG-1 1 0.000
#> CTTAAGCTAGTACC-1 1 0.000
#> CTTAAGCTCATCAG-1 1 0.000
#> CTTAAGCTCCGCTT-1 1 0.000
#> CTTACAACTAACGC-1 1 0.000
#> CTTACAACTCCCGT-1 2 0.000
#> CTTACTGACGTACA-1 1 0.000
#> CTTAGACTAAACGA-1 1 0.747
#> CTTAGGGACTTGCC-1 1 0.502
#> CTTAGGGAGAATCC-1 1 0.000
#> CTTATCGACTCATT-1 1 0.000
#> CTTCACCTACCTGA-1 2 0.000
#> CTTCATGAAGCATC-1 1 0.000
#> CTTCATGAAGTACC-1 1 0.000
#> CTTCATGACCGAAT-1 1 0.000
#> CTTGAACTACGCAT-1 1 0.000
#> CTTGATTGAGGTTC-1 3 0.000
#> CTTGATTGATCTTC-1 2 0.000
#> CTTGATTGCATTCT-1 1 1.000
#> CTTGATTGTTTCGT-1 1 0.000
#> CTTGTATGACACCA-1 1 0.000
#> CTTGTATGCGCAAT-1 1 0.000
#> CTTTACGAGCGAAG-1 1 0.000
#> CTTTAGACCGTGAT-1 1 0.000
#> CTTTAGACGAGACG-1 1 0.000
#> CTTTAGACGATACC-1 1 0.000
#> CTTTAGACGTTGGT-1 1 0.000
#> CTTTAGACTCATTC-1 1 0.498
#> CTTTAGTGACGGGA-1 3 0.000
#> CTTTAGTGGGTGGA-1 1 0.000
#> CTTTCAGAGAAACA-1 1 0.000
#> CTTTGATGAGCACT-1 1 0.000
#> CTTTGATGTCTAGG-1 1 1.000
#> CTTTGATGTGTCCC-1 1 0.000
#> CTTTGATGTGTGGT-1 1 0.000
#> GAAACAGAACTACG-1 1 0.000
#> GAAACAGAATCACG-1 1 0.000
#> GAAACAGACATTCT-1 1 0.000
#> GAAACCTGATCGTG-1 1 0.000
#> GAAACCTGATGCCA-1 1 0.000
#> GAAACCTGCTTATC-1 1 0.000
#> GAAACCTGGACTAC-1 2 0.000
#> GAAACCTGTGCTAG-1 1 0.000
#> GAAAGATGATTTCC-1 1 0.000
#> GAAAGATGCTGATG-1 2 0.000
#> GAAAGATGCTTCGC-1 2 0.000
#> GAAAGATGTAAGGA-1 1 0.502
#> GAAAGCCTACGTTG-1 1 0.000
#> GAAAGTGAAAGTGA-1 2 0.000
#> GAAAGTGACCACAA-1 2 0.000
#> GAAAGTGACTCAAG-1 1 0.000
#> GAAATACTACCAAC-1 2 1.000
#> GAAATACTCTTAGG-1 1 0.000
#> GAAATACTTCCTCG-1 3 0.000
#> GAACACACGTGCAT-1 2 0.000
#> GAACACACTGCCTC-1 1 0.000
#> GAACAGCTAACTGC-1 2 0.000
#> GAACAGCTCTCAGA-1 2 0.000
#> GAACCAACCACAAC-1 1 0.000
#> GAACCAACTTCCGC-1 3 0.000
#> GAACCTGAACGTGT-1 1 0.751
#> GAACCTGAGAGACG-1 1 0.000
#> GAACCTGATGAACC-1 1 0.000
#> GAACGGGATACTTC-1 1 0.000
#> GAACTGTGACCTGA-1 2 0.000
#> GAACTGTGCCAGTA-1 2 0.000
#> GAAGAATGCAATCG-1 1 0.000
#> GAAGCGGACCTATT-1 2 0.000
#> GAAGCTACGAATGA-1 2 0.000
#> GAAGCTACGGTTTG-1 3 0.000
#> GAAGGGTGAAAGTG-1 1 0.000
#> GAAGGGTGCTTAGG-1 2 0.000
#> GAAGGTCTGAAAGT-1 3 0.498
#> GAAGGTCTGTTGCA-1 1 0.000
#> GAAGGTCTTAAAGG-1 2 0.000
#> GAAGTAGACTCCCA-1 3 0.000
#> GAAGTAGATCCAAG-1 2 0.000
#> GAAGTCACCCTCGT-1 2 0.000
#> GAAGTCACCCTGTC-1 1 0.000
#> GAAGTCTGTCGCAA-1 1 0.000
#> GAAGTCTGTTCTGT-1 1 0.000
#> GAAGTGCTAAACGA-1 3 0.000
#> GAAGTGCTCCGCTT-1 2 0.000
#> GAAGTGCTTAACCG-1 1 0.000
#> GAATGCACCCTAAG-1 1 0.000
#> GAATGCACCTTCGC-1 3 0.000
#> GAATGCTGCGGTAT-1 1 0.000
#> GAATTAACGATAAG-1 1 0.000
#> GAATTAACGGTCAT-1 1 0.000
#> GAATTAACGTCGTA-1 3 0.000
#> GAATTAACTGAAGA-1 1 0.000
#> GACAACACAGGCGA-1 1 0.000
#> GACAACACATCGTG-1 1 0.000
#> GACAACACTCGCCT-1 1 0.000
#> GACAACTGAGGTTC-1 1 0.000
#> GACAGGGAAGAGTA-1 1 0.000
#> GACAGGGAATGCCA-1 1 0.000
#> GACAGTACGAGCTT-1 2 0.000
#> GACAGTACTTCGGA-1 2 0.000
#> GACAGTTGAGTAGA-1 1 0.000
#> GACATTCTCCACCT-1 2 0.000
#> GACCAAACGACTAC-1 2 0.000
#> GACCAAACGTATCG-1 2 0.000
#> GACCCTACTAAAGG-1 1 0.000
#> GACCTAGACCTCAC-1 1 1.000
#> GACCTAGACGAGAG-1 1 0.000
#> GACCTCACAAGGTA-1 1 0.000
#> GACCTCACGTACGT-1 2 0.000
#> GACCTCTGCATCAG-1 1 0.000
#> GACGAACTCCCACT-1 1 0.000
#> GACGATTGCCAATG-1 1 0.000
#> GACGCCGACCTTCG-1 1 1.000
#> GACGCTCTCTCTCG-1 3 0.000
#> GACGGCACACGGGA-1 3 0.000
#> GACGGCACGAGATA-1 2 0.000
#> GACGTAACCTATGG-1 1 0.000
#> GACGTAACCTGTGA-1 1 0.000
#> GACGTAACTATGGC-1 1 0.000
#> GACGTATGTTGACG-1 1 0.000
#> GACGTATGTTTGCT-1 1 0.000
#> GACGTCCTACGGAG-1 1 0.249
#> GACGTCCTCTCAAG-1 2 0.000
#> GACGTCCTGATAAG-1 1 0.000
#> GACTACGATGGTCA-1 1 0.000
#> GACTCCTGCTCGCT-1 1 0.000
#> GACTCCTGGGTTAC-1 1 0.000
#> GACTCCTGTTATCC-1 1 1.000
#> GACTCCTGTTGGTG-1 2 0.000
#> GACTGAACCAATCG-1 2 0.000
#> GACTGATGTGATGC-1 1 0.000
#> GACTTTACATGCCA-1 1 0.000
#> GACTTTACGACAGG-1 1 0.000
#> GAGAAATGTTCTCA-1 1 0.000
#> GAGATAGAAAAAGC-1 2 0.000
#> GAGATCACGACAAA-1 2 0.000
#> GAGATGCTCTGGAT-1 3 0.249
#> GAGATGCTGAATGA-1 1 0.751
#> GAGCAGGATTCCCG-1 3 0.502
#> GAGCATACTTTGCT-1 2 0.000
#> GAGCGCACGCGTAT-1 2 0.000
#> GAGCGCACGGTGAG-1 1 0.249
#> GAGCGCTGAAGATG-1 3 0.000
#> GAGCGCTGTCTTAC-1 2 0.000
#> GAGCGGCTGGGAGT-1 1 0.000
#> GAGGACGACTCAGA-1 1 0.000
#> GAGGATCTGAAAGT-1 1 0.000
#> GAGGCAGACTTGCC-1 3 0.000
#> GAGGGAACACCAGT-1 1 0.751
#> GAGGGAACGAGGGT-1 3 1.000
#> GAGGGATGGGAAAT-1 1 0.502
#> GAGGGCCTTCACCC-1 1 0.747
#> GAGGGTGAAGAGTA-1 1 0.000
#> GAGGTACTACGGTT-1 1 0.000
#> GAGGTACTACTCAG-1 2 0.000
#> GAGGTACTGACACT-1 3 0.000
#> GAGGTACTGGGAGT-1 1 0.000
#> GAGGTACTTAGCGT-1 2 0.000
#> GAGGTGGAGTACGT-1 1 0.000
#> GAGGTGGATCCTCG-1 3 0.000
#> GAGGTTACTCGTTT-1 2 0.000
#> GAGGTTTGTAAGCC-1 2 0.000
#> GAGTCAACCATTCT-1 1 0.000
#> GAGTCAACGGGAGT-1 1 0.000
#> GAGTCTGATCGTGA-1 1 0.000
#> GAGTCTGATTTGGG-1 1 0.000
#> GAGTGACTCAGCTA-1 3 0.502
#> GAGTGACTCGGTAT-1 3 0.000
#> GAGTGACTCTTGCC-1 1 0.000
#> GAGTGACTGACTAC-1 1 0.000
#> GAGTGACTGTCTAG-1 1 0.000
#> GAGTGGGAGTCTTT-1 1 0.000
#> GAGTGGGATGCCCT-1 1 0.000
#> GAGTGGGATGCTGA-1 1 0.000
#> GAGTGTTGCTGTAG-1 1 0.000
#> GAGTGTTGTGGTCA-1 1 0.000
#> GAGTTGTGCATGGT-1 2 0.000
#> GAGTTGTGCTGAGT-1 3 0.000
#> GAGTTGTGGCGAGA-1 2 0.000
#> GAGTTGTGGTAGCT-1 3 0.000
#> GAGTTGTGTATGCG-1 2 0.000
#> GATAAGGAGAAACA-1 2 0.000
#> GATAAGGATTCACT-1 2 0.000
#> GATACTCTATCGGT-1 1 0.000
#> GATACTCTTACTTC-1 1 0.000
#> GATACTCTTGACTG-1 2 0.000
#> GATAGAGAAGGGTG-1 3 0.000
#> GATAGAGACTGTGA-1 1 0.000
#> GATAGAGATCACGA-1 2 0.000
#> GATAGCACCCATAG-1 1 0.000
#> GATAGCACGAAGGC-1 2 0.000
#> GATAGCACTTGTCT-1 1 0.000
#> GATATAACAAGGTA-1 1 0.000
#> GATATAACACGCAT-1 1 0.000
#> GATATATGCTGGAT-1 1 0.000
#> GATATATGTCCGTC-1 3 0.000
#> GATATATGTGGAGG-1 2 0.000
#> GATATCCTAGAAGT-1 1 0.000
#> GATATCCTCCCGTT-1 2 0.000
#> GATATTGACAGGAG-1 3 1.000
#> GATATTGACGAGTT-1 2 0.000
#> GATATTGAGCCAAT-1 1 0.000
#> GATCCCTGACCTTT-1 3 0.000
#> GATCCCTGTGTAGC-1 3 0.747
#> GATCCGCTGGTCAT-1 2 0.000
#> GATCGAACCGAGAG-1 1 0.253
#> GATCGATGACTAGC-1 1 0.000
#> GATCGATGGTAAAG-1 1 0.000
#> GATCGATGTAAGGA-1 2 0.000
#> GATCGTGACACTAG-1 1 0.000
#> GATCGTGATTCACT-1 1 0.000
#> GATCTACTGGTGAG-1 3 1.000
#> GATCTACTTTGCAG-1 1 0.000
#> GATCTTACACCCAA-1 2 0.000
#> GATCTTACCCTACC-1 1 0.000
#> GATCTTACGAATAG-1 2 0.000
#> GATCTTACGAGATA-1 2 0.000
#> GATGCAACTCCAGA-1 1 0.000
#> GATGCCCTACGTAC-1 1 0.000
#> GATGCCCTCTCATT-1 1 0.000
#> GATGCCCTGGCAAG-1 2 0.000
#> GATGCCCTTTTGCT-1 1 0.000
#> GATTACCTTGTTCT-1 1 0.000
#> GATTCGGAACGACT-1 1 0.000
#> GATTCGGACAGGAG-1 2 0.000
#> GATTCGGAGAAGGC-1 2 0.000
#> GATTCTTGATTCGG-1 2 0.000
#> GATTCTTGCCGATA-1 1 0.000
#> GATTCTTGCGAGTT-1 1 0.000
#> GATTGGACCCGTTC-1 1 0.000
#> GATTGGACGGTGTT-1 1 0.000
#> GATTGGACTTTCGT-1 1 0.000
#> GATTGGTGTGTCAG-1 1 0.000
#> GATTTAGACACTCC-1 2 0.000
#> GATTTAGACTAAGC-1 3 1.000
#> GATTTAGATTCGTT-1 1 1.000
#> GATTTGCTAACGAA-1 1 0.000
#> GATTTGCTAACGGG-1 2 0.000
#> GCAACCCTCCTCGT-1 2 0.000
#> GCAACTGATTGCGA-1 1 0.000
#> GCAAGACTACTGGT-1 1 1.000
#> GCAAGACTAGGTCT-1 1 0.000
#> GCAAGACTCCCTTG-1 1 0.000
#> GCAATCGACTGCAA-1 1 0.253
#> GCAATCGAGACGTT-1 2 0.000
#> GCAATCGATCCTTA-1 2 0.000
#> GCAATTCTCGTGTA-1 1 0.000
#> GCAATTCTTCTCCG-1 1 0.000
#> GCACAAACAATGCC-1 1 0.000
#> GCACAAACGGTACT-1 1 0.000
#> GCACAATGGTGCAT-1 2 0.000
#> GCACACCTGTGCTA-1 3 0.000
#> GCACCACTCATGAC-1 2 0.000
#> GCACCACTGTTTGG-1 2 0.249
#> GCACCACTTCCTTA-1 3 0.000
#> GCACCACTTTCGGA-1 2 0.000
#> GCACCTACGCGATT-1 1 0.000
#> GCACCTTGGCTGTA-1 1 0.000
#> GCACCTTGGGGAGT-1 2 0.000
#> GCACGGACCAGCTA-1 1 0.000
#> GCACGGTGACCTCC-1 1 0.000
#> GCACGGTGCTATGG-1 2 0.000
#> GCACTAGAACGGGA-1 1 0.000
#> GCACTAGAAGATGA-1 1 0.000
#> GCACTAGACCTTTA-1 2 0.000
#> GCACTAGACGTAAC-1 1 0.000
#> GCACTAGAGTCGTA-1 3 0.000
#> GCACTAGATGCAAC-1 1 0.000
#> GCACTGCTGAGGCA-1 1 0.000
#> GCAGATACAGCGTT-1 1 0.253
#> GCAGATACGACGGA-1 1 0.000
#> GCAGATACGCAGAG-1 1 0.000
#> GCAGCCGACAGTCA-1 1 0.000
#> GCAGCGTGCACTCC-1 1 0.000
#> GCAGCTCTCAATCG-1 1 0.000
#> GCAGCTCTGTTTCT-1 1 0.000
#> GCAGGGCTAAGAAC-1 1 0.000
#> GCAGGGCTAAGGGC-1 1 0.000
#> GCAGGGCTATCGAC-1 3 0.000
#> GCAGGGCTTGGGAG-1 3 0.249
#> GCAGTCCTAACTGC-1 1 0.000
#> GCAGTCCTCTCTTA-1 1 0.000
#> GCATCAGATGCGTA-1 1 1.000
#> GCATGTGACAAGCT-1 1 0.000
#> GCATTGGAGAAGGC-1 1 0.000
#> GCCAAAACGAGGCA-1 3 0.000
#> GCCAAATGATCGAC-1 1 0.000
#> GCCAACCTACGGTT-1 1 0.000
#> GCCAACCTCGCCTT-1 1 0.000
#> GCCACGGAGGCGAA-1 2 0.000
#> GCCACGGATACTGG-1 1 0.000
#> GCCACTACGTCTTT-1 1 0.000
#> GCCCAACTACCGAT-1 1 0.000
#> GCCCAACTATGGTC-1 3 0.498
#> GCCCATACAGCGTT-1 3 1.000
#> GCCGACGAACTCTT-1 2 0.000
#> GCCGAGTGCGTTGA-1 1 0.000
#> GCCGGAACGAACTC-1 3 0.502
#> GCCGGAACGTTCTT-1 3 0.000
#> GCCGGAACTGCACA-1 3 0.000
#> GCCGGAACTTACTC-1 1 0.000
#> GCCGTACTACCTGA-1 1 0.000
#> GCCGTACTGGCAAG-1 2 0.000
#> GCCTACACAGTTCG-1 3 0.000
#> GCCTACACCACTGA-1 2 0.000
#> GCCTACACCTTGAG-1 1 0.000
#> GCCTAGCTACGGAG-1 1 0.000
#> GCCTAGCTCTATTC-1 1 0.000
#> GCCTAGCTTCTCAT-1 1 0.000
#> GCCTAGCTTCTCTA-1 2 0.000
#> GCCTCAACCATGGT-1 1 0.000
#> GCCTCAACTCTTTG-1 3 0.000
#> GCCTCATGTCTTAC-1 1 0.502
#> GCCTGACTCTCAAG-1 2 0.000
#> GCGAAGGAACTCTT-1 1 1.000
#> GCGAAGGATGCCAA-1 1 0.000
#> GCGAGAGAGGGACA-1 1 0.000
#> GCGAGCACTGTCGA-1 1 0.000
#> GCGAGCACTTGACG-1 1 0.000
#> GCGAGCACTTGCTT-1 2 0.000
#> GCGATATGGTACGT-1 1 0.000
#> GCGATATGGTGTTG-1 1 0.000
#> GCGCACGAAGTCGT-1 1 0.000
#> GCGCACGACTTTAC-1 2 0.000
#> GCGCATCTAGGTCT-1 1 0.000
#> GCGCATCTGGTTAC-1 1 1.000
#> GCGCATCTTCGATG-1 1 0.000
#> GCGCATCTTGCTCC-1 3 0.000
#> GCGCATCTTTCTAC-1 1 0.000
#> GCGCGAACGTTCTT-1 1 0.000
#> GCGCGATGAACGGG-1 1 0.000
#> GCGCGATGGTGCAT-1 3 0.000
#> GCGGAGCTCCTGAA-1 1 0.000
#> GCGGCAACCCGATA-1 1 0.000
#> GCGGCAACGGAGGT-1 1 0.000
#> GCGGCAACTGTCGA-1 2 0.000
#> GCGTAAACACGGTT-1 2 0.000
#> GCGTAATGCACCAA-1 2 0.000
#> GCGTATGAACACCA-1 1 0.000
#> GCGTATGATGAGAA-1 2 0.000
#> GCTACAGAAAGGTA-1 1 0.000
#> GCTACAGAATCTTC-1 1 0.000
#> GCTACCTGAGAAGT-1 2 0.000
#> GCTACCTGATCACG-1 1 0.000
#> GCTACGCTAGAATG-1 1 0.000
#> GCTACGCTAGCTAC-1 1 0.000
#> GCTACGCTCCCTAC-1 1 0.000
#> GCTAGAACAGAGGC-1 1 0.000
#> GCTAGAACGGATCT-1 1 0.000
#> GCTAGAACTCCCGT-1 1 0.000
#> GCTAGATGAGCTCA-1 2 0.000
#> GCTAGATGGCGATT-1 3 0.751
#> GCTATACTAAGGCG-1 1 0.000
#> GCTATACTAGCGTT-1 3 0.000
#> GCTATACTCTCTTA-1 1 0.000
#> GCTATACTGGACGA-1 1 0.000
#> GCTCAAGAACCATG-1 2 0.000
#> GCTCAAGAAGTCAC-1 2 0.000
#> GCTCAGCTGTCTAG-1 1 0.000
#> GCTCCATGAGAAGT-1 3 0.000
#> GCTCCATGCCGAAT-1 1 0.000
#> GCTCGACTCTAGTG-1 2 0.000
#> GCTGATGAGGTATC-1 2 0.000
#> GCTTAACTACAGTC-1 2 0.000
#> GCTTAACTACTGGT-1 3 0.000
#> GCTTAACTGCTGAT-1 1 0.000
#> GCTTAACTTAGACC-1 2 0.000
#> GCTTAACTTCAGTG-1 1 0.000
#> GGAACACTCACTTT-1 2 0.000
#> GGAACACTTCAGAC-1 3 0.000
#> GGAACTACTACTTC-1 1 0.000
#> GGAACTTGAAGGTA-1 2 0.000
#> GGAACTTGAGAATG-1 1 0.000
#> GGAACTTGCTCCAC-1 2 0.000
#> GGAACTTGGGTAGG-1 1 0.000
#> GGAAGGACATCGGT-1 2 0.000
#> GGAAGGACCACTAG-1 1 0.249
#> GGAAGGACGAGGGT-1 1 0.000
#> GGAAGGACGCGAAG-1 1 1.000
#> GGAAGGTGGCGAGA-1 3 0.000
#> GGAATCTGAAGGGC-1 1 0.000
#> GGAATCTGAGGAGC-1 1 0.502
#> GGAATCTGCTTAGG-1 1 0.000
#> GGAATCTGCTTGTT-1 2 0.000
#> GGAATCTGGGAGGT-1 1 0.000
#> GGAATGCTTTCTAC-1 1 0.000
#> GGACAGGAAAGGGC-1 1 0.249
#> GGACAGGAGTGCTA-1 1 0.000
#> GGACAGGATCTCGC-1 1 0.000
#> GGACCCGAAGCTAC-1 2 0.000
#> GGACCGTGCTTACT-1 2 0.000
#> GGACCGTGGGAACG-1 2 0.000
#> GGACCGTGTAACGC-1 1 0.000
#> GGACCTCTGTAAGA-1 2 0.000
#> GGACCTCTTTTCTG-1 3 0.000
#> GGACGAGAGTGTCA-1 2 0.000
#> GGACGCTGACGCAT-1 3 1.000
#> GGACGCTGCTAGCA-1 1 0.000
#> GGACGCTGTCCTCG-1 3 0.000
#> GGAGAGACGTGAGG-1 1 0.000
#> GGAGCAGATTCAGG-1 1 0.000
#> GGAGCCACCTTCTA-1 1 0.000
#> GGAGCGCTACGCAT-1 2 0.000
#> GGAGCGCTCCGAAT-1 1 0.000
#> GGAGGATGCCACCT-1 1 0.000
#> GGAGGATGGTTGAC-1 2 0.000
#> GGAGGATGTCAGTG-1 2 0.000
#> GGAGGCCTCGTTGA-1 3 0.000
#> GGAGGCCTTTCTTG-1 1 0.000
#> GGAGGTGATACGCA-1 1 0.000
#> GGAGGTGATCGCTC-1 1 0.000
#> GGATACTGCAGCTA-1 1 0.000
#> GGATACTGTCTAGG-1 1 0.000
#> GGATAGCTCGTCTC-1 1 0.000
#> GGATAGCTCTGAAC-1 3 0.751
#> GGATGTACCAAAGA-1 1 0.000
#> GGATGTACGCGAAG-1 1 0.000
#> GGATGTACGTCTTT-1 2 0.498
#> GGATGTACGTGTCA-1 3 0.751
#> GGATTTCTAGGTTC-1 1 0.000
#> GGATTTCTTTGTCT-1 2 0.000
#> GGCAAGGAAAAAGC-1 3 0.000
#> GGCAAGGAAGAAGT-1 1 0.000
#> GGCAAGGACTTGGA-1 2 0.000
#> GGCAAGGAGGACTT-1 1 0.000
#> GGCAATACGCTAAC-1 1 0.000
#> GGCAATACGGCATT-1 1 1.000
#> GGCAATACGTTTCT-1 1 0.000
#> GGCACGTGGCTTAG-1 2 0.000
#> GGCACTCTTTTGTC-1 1 0.000
#> GGCATATGCTTATC-1 3 0.000
#> GGCATATGGGGAGT-1 3 0.000
#> GGCATATGTGTGAC-1 1 0.249
#> GGCCACGACAGAGG-1 1 0.249
#> GGCCAGACTGGTTG-1 1 0.000
#> GGCCCAGAAAGTAG-1 2 0.000
#> GGCCGAACAACGAA-1 1 0.000
#> GGCCGAACGCAGAG-1 1 0.000
#> GGCCGAACGTAGGG-1 1 0.000
#> GGCCGAACTCTAGG-1 3 0.000
#> GGCCGATGCAGGAG-1 1 0.000
#> GGCCGATGCCGAAT-1 1 0.000
#> GGCCGATGTACTCT-1 1 0.000
#> GGCGACACTGCCCT-1 3 1.000
#> GGCGACTGCGTAAC-1 1 0.000
#> GGCGCATGCCTAAG-1 2 0.000
#> GGCGCATGCTCCAC-1 1 0.000
#> GGCGCATGTGGAAA-1 1 0.000
#> GGCGGACTAGAGGC-1 1 1.000
#> GGCGGACTAGGAGC-1 3 0.751
#> GGCGGACTCTGACA-1 1 0.000
#> GGCGGACTCTTGGA-1 3 0.000
#> GGCGGACTTACTGG-1 1 0.000
#> GGCGGACTTGAACC-1 1 0.000
#> GGCTAAACACCTGA-1 3 0.000
#> GGCTAAACTCTTAC-1 1 0.000
#> GGCTAATGAGCACT-1 3 0.000
#> GGCTAATGGTCTAG-1 1 0.000
#> GGCTCACTACTCAG-1 2 0.000
#> GGGAACGAAGCTCA-1 2 0.000
#> GGGAACGACACAAC-1 1 0.000
#> GGGAACGAGTGTCA-1 2 0.000
#> GGGAAGTGTTGAGC-1 2 0.000
#> GGGACCACACGTTG-1 3 0.000
#> GGGACCACAGAACA-1 1 0.000
#> GGGACCACGAATAG-1 1 0.000
#> GGGACCACGTCATG-1 1 0.000
#> GGGACCACTCAAGC-1 1 0.000
#> GGGACCACTCGTGA-1 1 0.000
#> GGGACCACTGCATG-1 1 0.000
#> GGGACCTGACCCTC-1 2 0.000
#> GGGACCTGCTTGCC-1 1 0.000
#> GGGACCTGTGGAGG-1 1 0.000
#> GGGATGGACGACAT-1 1 0.000
#> GGGATGGATACTTC-1 1 0.249
#> GGGATGGATGGTTG-1 2 0.000
#> GGGATTACGTCTAG-1 1 0.000
#> GGGCAAGATGCATG-1 2 0.000
#> GGGCACACGGTGAG-1 2 0.000
#> GGGCACACGTTGCA-1 1 0.000
#> GGGCAGCTTGGGAG-1 1 1.000
#> GGGCAGCTTTTCTG-1 1 0.000
#> GGGCCAACCTTGGA-1 2 0.249
#> GGGCCAACGCGTTA-1 1 0.000
#> GGGCCAACTACGCA-1 2 0.000
#> GGGCCAACTCCAAG-1 1 0.000
#> GGGCCATGATGGTC-1 1 0.000
#> GGGCCATGTTGACG-1 1 1.000
#> GGGTAACTCAGCTA-1 1 0.000
#> GGGTAACTCTAGTG-1 1 0.000
#> GGGTAACTCTGGAT-1 1 0.000
#> GGGTTAACGTGCAT-1 3 0.000
#> GGTAAAGAGCTAAC-1 3 0.000
#> GGTACAACTGCAAC-1 1 0.000
#> GGTACATGAAAGCA-1 1 0.000
#> GGTACATGAGCTCA-1 1 0.751
#> GGTACATGCGGTAT-1 1 0.000
#> GGTACATGGTTACG-1 1 0.000
#> GGTACATGTGGGAG-1 1 0.000
#> GGTACTGAACTCTT-1 2 0.000
#> GGTAGTACACCACA-1 1 0.249
#> GGTAGTACACTAGC-1 2 0.000
#> GGTAGTACCCTGTC-1 1 0.000
#> GGTAGTACGCCATA-1 2 0.000
#> GGTAGTACTGTCTT-1 1 0.751
#> GGTATCGAGACAAA-1 1 1.000
#> GGTATCGATGAACC-1 1 0.000
#> GGTCAAACCAAAGA-1 1 0.000
#> GGTCTAGAGAAACA-1 2 0.000
#> GGTCTAGATAGCGT-1 2 0.000
#> GGTGATACCGACTA-1 1 0.000
#> GGTGATACGACTAC-1 2 0.000
#> GGTGATACTGTTTC-1 1 0.000
#> GGTGGAGAAACGGG-1 3 0.000
#> GGTGGAGAAGTAGA-1 1 0.000
#> GGTGGAGACAGATC-1 3 0.000
#> GGTGGAGATCGATG-1 1 0.000
#> GGTGGAGATCTCTA-1 2 0.000
#> GGTGGAGATTACTC-1 3 0.000
#> GGTTTACTACGCAT-1 3 0.000
#> GTAACGTGACCTCC-1 2 0.000
#> GTAACGTGATCGGT-1 1 0.000
#> GTAACGTGCAGCTA-1 1 0.000
#> GTAACGTGGTTGAC-1 1 0.000
#> GTAAGCACAACGGG-1 1 0.000
#> GTAAGCACTCATTC-1 1 0.000
#> GTAAGCTGGTACCA-1 2 0.000
#> GTAATAACCTTCTA-1 2 0.000
#> GTAATAACGTTGTG-1 1 0.000
#> GTACCCTGACAGTC-1 2 0.000
#> GTACCCTGGAGCTT-1 1 0.000
#> GTACCCTGTCCTTA-1 3 0.000
#> GTACCCTGTGAACC-1 1 0.000
#> GTACGTGAACGTTG-1 3 1.000
#> GTACTTTGTCGACA-1 1 0.751
#> GTAGACTGAGATGA-1 2 0.000
#> GTAGACTGTATTCC-1 1 0.000
#> GTAGCAACAGTCGT-1 2 0.000
#> GTAGCAACCATTTC-1 1 0.249
#> GTAGCAACGGTAGG-1 2 0.000
#> GTAGCATGCACTCC-1 1 0.000
#> GTAGCATGTAAGCC-1 2 0.000
#> GTAGCCCTGACGTT-1 1 0.000
#> GTAGCTGAAGCTAC-1 2 0.000
#> GTAGCTGAATTCGG-1 1 0.000
#> GTAGGTACACGGGA-1 2 0.000
#> GTAGTGACCTCATT-1 1 0.000
#> GTAGTGTGAGCGGA-1 3 0.000
#> GTAGTGTGAGGCGA-1 2 0.000
#> GTAGTGTGTGGTTG-1 1 0.000
#> GTATCACTGGTAGG-1 2 0.000
#> GTATCTACAGAAGT-1 3 0.000
#> GTATCTACGACGAG-1 3 0.249
#> GTATCTACGTTACG-1 1 0.000
#> GTATTAGAAACAGA-1 3 0.000
#> GTATTAGAGGTCTA-1 1 0.000
#> GTATTCACACAGCT-1 1 0.000
#> GTATTCACGGGTGA-1 3 0.000
#> GTCAACGACACTGA-1 1 0.000
#> GTCAACGAGTGTAC-1 2 0.000
#> GTCAATCTACACCA-1 1 0.747
#> GTCAATCTGTAGCT-1 3 0.000
#> GTCAATCTTGTGGT-1 1 0.000
#> GTCACCTGCCTCCA-1 1 0.000
#> GTCACCTGTCCCGT-1 1 0.000
#> GTCATACTAATCGC-1 1 0.000
#> GTCATACTGCGATT-1 3 0.000
#> GTCATACTTCGCCT-1 3 0.000
#> GTCATACTTTACCT-1 3 0.498
#> GTCATACTTTGACG-1 1 0.000
#> GTCCAAGAAAAACG-1 1 0.000
#> GTCCACTGACCTCC-1 1 0.000
#> GTCCACTGGGTACT-1 2 0.000
#> GTCCAGCTACGGGA-1 1 0.000
#> GTCCCATGTGGTGT-1 2 0.000
#> GTCGAATGAAGGCG-1 2 0.000
#> GTCGACCTGAATGA-1 3 0.000
#> GTCGACCTGTTCAG-1 1 0.000
#> GTCGCACTTGAGAA-1 1 0.000
#> GTCTAACTGGTCTA-1 2 0.000
#> GTCTAGGAGCTTCC-1 2 0.000
#> GTGAACACACTCTT-1 1 0.000
#> GTGAACACTCAGGT-1 1 0.000
#> GTGACCCTTAAGCC-1 1 0.000
#> GTGATGACAAGTGA-1 1 0.000
#> GTGATGACCTGAGT-1 1 0.000
#> GTGATGACGGTTTG-1 1 0.253
#> GTGATTCTCATTTC-1 1 0.000
#> GTGATTCTCTCTCG-1 2 0.000
#> GTGATTCTGGTTCA-1 3 0.000
#> GTGATTCTGTCGAT-1 1 0.000
#> GTGATTCTTAGCGT-1 1 0.000
#> GTGCCACTCAGGAG-1 1 0.000
#> GTGGATTGCACTAG-1 2 0.000
#> GTGGATTGCGGAGA-1 1 0.000
#> GTGGATTGTAACGC-1 1 0.000
#> GTGTACGATCAGTG-1 1 0.000
#> GTGTAGTGGGTACT-1 1 0.000
#> GTGTATCTAGCCTA-1 1 0.000
#> GTGTATCTAGTAGA-1 3 0.498
#> GTGTATCTGTTACG-1 1 0.000
#> GTGTCAGAAGCGTT-1 3 0.000
#> GTTAAAACCGAGAG-1 3 0.000
#> GTTAAATGCTCGAA-1 1 0.000
#> GTTAAATGTCGACA-1 1 0.000
#> GTTAACCTAGCTAC-1 1 0.000
#> GTTAACCTTGCTTT-1 2 0.000
#> GTTAGGTGCACTCC-1 1 0.000
#> GTTAGGTGCCAGTA-1 2 0.000
#> GTTAGGTGCCCAAA-1 2 0.000
#> GTTAGGTGGAACTC-1 1 0.000
#> GTTAGTCTAAGAAC-1 1 1.000
#> GTTATAGAGGACAG-1 1 0.000
#> GTTATGCTTTCATC-1 1 0.000
#> GTTCAACTGGGACA-1 3 0.000
#> GTTCAACTTATGCG-1 1 0.000
#> GTTGACGAGCCCTT-1 3 0.000
#> GTTGACGATATCGG-1 3 0.000
#> GTTGAGTGGTCTTT-1 2 0.000
#> GTTGAGTGTGCTTT-1 1 0.000
#> GTTGATCTGGGACA-1 1 0.000
#> GTTGATCTTTTCAC-1 3 0.000
#> GTTGGATGTTTACC-1 2 0.000
#> GTTGTACTATTCCT-1 2 0.000
#> GTTGTACTTTTGGG-1 1 0.000
#> GTTTAAGACCATGA-1 2 0.000
#> GTTTAAGACTGTCC-1 3 0.000
#> TAAACAACCAACCA-1 1 0.000
#> TAAACAACGAATCC-1 1 0.000
#> TAAAGACTCAGGAG-1 1 0.000
#> TAAATCGATGAGGG-1 1 0.000
#> TAACAATGTGCCCT-1 1 0.000
#> TAACACCTTCGCTC-1 2 0.000
#> TAACACCTTCGTAG-1 2 0.000
#> TAACACCTTGTTTC-1 3 0.000
#> TAACATGACACTAG-1 1 0.000
#> TAACCGGACTTACT-1 1 0.000
#> TAACGTCTCAACCA-1 2 0.000
#> TAACGTCTCATTGG-1 1 0.000
#> TAACTAGAATTTCC-1 1 0.000
#> TAACTAGACTTAGG-1 1 0.000
#> TAACTAGATCTGGA-1 1 0.000
#> TAACTCACGAGGAC-1 2 0.000
#> TAACTCACGTACAC-1 1 0.000
#> TAACTCACGTATCG-1 2 0.000
#> TAACTCACTCTACT-1 3 0.000
#> TAAGAACTGTGTCA-1 2 0.000
#> TAAGAGGACTAAGC-1 1 0.000
#> TAAGAGGACTTGTT-1 3 0.000
#> TAAGATACGGTTCA-1 2 0.000
#> TAAGATTGCGTAGT-1 1 0.000
#> TAAGATTGTTGCTT-1 1 0.502
#> TAAGCGTGAGGTTC-1 2 0.000
#> TAAGCGTGGACAAA-1 2 0.000
#> TAAGCGTGGGAAAT-1 1 0.000
#> TAAGCGTGTGCTCC-1 2 0.000
#> TAAGGCTGCCATGA-1 1 0.000
#> TAAGGCTGCTGCTC-1 1 0.000
#> TAAGGCTGTCTCGC-1 2 0.000
#> TAAGGGCTGCTGTA-1 3 0.000
#> TAAGGGCTTTACTC-1 1 0.000
#> TAAGTAACCGAGAG-1 1 0.000
#> TAAGTAACCTCCAC-1 1 0.000
#> TAAGTAACCTGTAG-1 1 0.000
#> TAAGTAACTTGTCT-1 1 0.000
#> TAATGATGAGCGGA-1 1 0.000
#> TAATGCCTCATGAC-1 1 0.000
#> TAATGCCTCGTCTC-1 3 0.000
#> TAATGTGAAGATGA-1 1 0.000
#> TAATGTGACTGCAA-1 2 0.000
#> TAATGTGATTACTC-1 1 0.000
#> TACAAATGGGTACT-1 1 0.000
#> TACAATGAAAACAG-1 2 0.000
#> TACAATGACTTAGG-1 1 0.000
#> TACAATGATGCTAG-1 1 1.000
#> TACACACTCACACA-1 1 0.000
#> TACACACTCTTACT-1 3 1.000
#> TACATAGAACGCAT-1 3 1.000
#> TACATCACACGGGA-1 1 0.000
#> TACATCACCTGTTT-1 2 0.000
#> TACATCACGCTAAC-1 1 0.000
#> TACATCACTGAACC-1 2 0.000
#> TACCATTGAGGTTC-1 1 0.000
#> TACCATTGCGGGAA-1 2 0.000
#> TACCATTGGGGATG-1 2 0.000
#> TACCATTGTGAGGG-1 2 0.000
#> TACCGGCTGTTGGT-1 1 0.000
#> TACGAGTGATCTCT-1 1 0.000
#> TACGAGTGATGCTG-1 2 0.000
#> TACGAGTGCGGAGA-1 1 1.000
#> TACGAGTGGTTGGT-1 1 0.000
#> TACGATCTAGTGTC-1 1 0.000
#> TACGATCTCACTGA-1 2 0.000
#> TACGATCTTACGAC-1 3 0.253
#> TACGCAGAGAATCC-1 3 0.751
#> TACGCCACATTCCT-1 1 0.000
#> TACGCCACTCCCAC-1 2 0.000
#> TACGCCACTCCGAA-1 1 0.000
#> TACGGAACGCGTTA-1 1 0.000
#> TACGGCCTGGGACA-1 3 0.000
#> TACGTACTACGGAG-1 1 0.000
#> TACGTACTCAGTTG-1 1 0.000
#> TACGTACTCCCGTT-1 1 0.000
#> TACGTTACAGAAGT-1 1 0.000
#> TACGTTACCAAGCT-1 2 0.000
#> TACTAAGAAAGGTA-1 1 0.000
#> TACTAAGAATCACG-1 1 0.000
#> TACTAAGATGATGC-1 2 0.000
#> TACTAAGATTGCGA-1 1 0.000
#> TACTACACGAGAGC-1 1 0.000
#> TACTACACTTACCT-1 1 0.000
#> TACTACTGAACCTG-1 2 0.000
#> TACTACTGATGTCG-1 3 0.000
#> TACTACTGATTCTC-1 1 0.000
#> TACTACTGTATGGC-1 1 0.000
#> TACTCAACGGTCTA-1 2 0.000
#> TACTCAACTGCTAG-1 1 0.000
#> TACTCCCTCAGTTG-1 1 0.000
#> TACTCTGAATCGAC-1 3 0.000
#> TACTCTGACGAGTT-1 1 0.000
#> TACTCTGATTGACG-1 1 0.502
#> TACTGGGATCGATG-1 1 0.000
#> TACTGTTGAAAGCA-1 1 0.000
#> TACTGTTGAGGCGA-1 3 0.000
#> TACTGTTGCTGAAC-1 1 0.498
#> TACTTGACTCCTCG-1 3 0.751
#> TACTTGACTGGTGT-1 1 0.000
#> TACTTTCTTTTGGG-1 1 0.751
#> TAGAAACTAATCGC-1 1 0.000
#> TAGAAACTGCTTCC-1 2 0.000
#> TAGAAACTGGGATG-1 3 0.000
#> TAGAATTGCGACAT-1 1 0.000
#> TAGAATTGTATCGG-1 1 0.000
#> TAGACGTGCTTGAG-1 1 0.000
#> TAGACGTGTCGCTC-1 1 0.000
#> TAGAGCACCTTACT-1 1 0.000
#> TAGATTGACTTGTT-1 1 0.000
#> TAGATTGAGGCATT-1 1 1.000
#> TAGCATCTCAGCTA-1 3 0.000
#> TAGCATCTCCCTCA-1 1 0.000
#> TAGCATCTGCTGTA-1 2 0.000
#> TAGCATCTGGGACA-1 1 0.000
#> TAGCATCTTGTCGA-1 1 0.000
#> TAGCCCACAAAAGC-1 1 0.000
#> TAGCCCACAGCCAT-1 3 0.000
#> TAGCCCACAGCTAC-1 3 0.000
#> TAGCCCACCCACAA-1 1 0.000
#> TAGCCCTGCGGAGA-1 1 0.000
#> TAGCCGCTTACGAC-1 1 0.000
#> TAGCCGCTTACTTC-1 3 0.000
#> TAGCCGCTTTCCAT-1 2 0.000
#> TAGCTACTGAATAG-1 1 0.000
#> TAGCTACTGTAGCT-1 1 0.000
#> TAGCTACTTTTGCT-1 1 0.249
#> TAGGACTGTGCTGA-1 1 1.000
#> TAGGAGCTAAGGCG-1 1 0.000
#> TAGGAGCTGAGGGT-1 1 0.000
#> TAGGAGCTTGCATG-1 1 0.000
#> TAGGCAACCGTCTC-1 1 0.000
#> TAGGCATGCTCTCG-1 3 0.249
#> TAGGCATGGCGAGA-1 3 0.249
#> TAGGCTGATGCCTC-1 2 0.000
#> TAGGGACTGAACTC-1 3 0.000
#> TAGGTCGACACTGA-1 1 0.000
#> TAGGTCGAGGATCT-1 1 0.000
#> TAGGTGACACACTG-1 1 0.000
#> TAGGTGACACGTTG-1 1 0.000
#> TAGGTGTGTTCTGT-1 3 0.751
#> TAGGTTCTGAAGGC-1 1 0.000
#> TAGGTTCTTCTTAC-1 2 0.000
#> TAGGTTCTTGCTGA-1 2 0.000
#> TAGTAAACCTCGCT-1 1 0.000
#> TAGTAAACGTCACA-1 1 0.000
#> TAGTAATGAGATCC-1 1 0.000
#> TAGTACCTAAGAAC-1 2 0.000
#> TAGTATGATCTTAC-1 1 0.000
#> TAGTATGATTCTCA-1 1 0.000
#> TAGTCTTGGCTGTA-1 1 0.000
#> TAGTCTTGGGACTT-1 1 0.751
#> TAGTCTTGTGGAAA-1 3 0.000
#> TAGTGGTGAAGTGA-1 3 0.000
#> TAGTTAGAACCACA-1 3 0.000
#> TAGTTAGATGAACC-1 1 0.000
#> TATAAGACAACAGA-1 3 1.000
#> TATAAGACAGCTCA-1 2 0.000
#> TATAAGTGACACCA-1 2 0.000
#> TATAAGTGTATCGG-1 2 0.000
#> TATAAGTGTGGTGT-1 2 0.000
#> TATACAGAACCCTC-1 3 0.751
#> TATACAGAAGAACA-1 1 0.000
#> TATACAGATCCAGA-1 1 0.000
#> TATACCACCTGATG-1 1 0.000
#> TATACGCTACCAAC-1 1 0.000
#> TATAGATGGACGGA-1 1 0.000
#> TATAGATGTTCCGC-1 2 0.000
#> TATCCAACCAGCTA-1 2 0.000
#> TATCCAACTCTCTA-1 3 0.498
#> TATCGACTACTAGC-1 1 1.000
#> TATCGACTCGATAC-1 2 0.000
#> TATCGTACAGATGA-1 3 1.000
#> TATCGTACATTCCT-1 2 0.000
#> TATCTCGAGAGATA-1 1 0.000
#> TATCTGACAGGTTC-1 3 0.000
#> TATCTGACTGTTTC-1 1 0.000
#> TATCTTCTAAACAG-1 1 0.000
#> TATGAATGGAGGAC-1 3 0.000
#> TATGAATGTTTGCT-1 2 0.000
#> TATGCGGATAACCG-1 1 1.000
#> TATGGGTGCATCAG-1 3 0.000
#> TATGGGTGCTAGCA-1 1 0.000
#> TATGGTCTCTACCC-1 1 0.000
#> TATGTCACGGAACG-1 1 0.000
#> TATGTCACTAACCG-1 2 0.000
#> TATGTCACTTCTCA-1 1 0.000
#> TATGTGCTCCGATA-1 2 0.000
#> TATGTGCTGGATTC-1 1 0.000
#> TATTGCTGAAGAAC-1 2 0.000
#> TATTGCTGCCGTTC-1 1 0.000
#> TATTGCTGTCTGGA-1 1 0.000
#> TATTGCTGTGCACA-1 1 1.000
#> TATTTCCTATTGGC-1 2 0.000
#> TATTTCCTGGAGGT-1 3 0.000
#> TATTTCCTGGTGTT-1 1 0.000
#> TCAACACTGTTTGG-1 3 0.000
#> TCAAGGACAGCGTT-1 1 0.000
#> TCAAGGACATTCTC-1 3 0.000
#> TCAAGGACGGTGTT-1 2 0.000
#> TCAATCACACTCTT-1 3 0.000
#> TCAATCACAGTCGT-1 2 0.000
#> TCACAACTATGTGC-1 1 0.000
#> TCACAACTTTGCTT-1 2 0.000
#> TCACATACACTTTC-1 1 0.249
#> TCACATACAGGGTG-1 1 0.000
#> TCACCCGAGACGGA-1 2 0.000
#> TCACCGTGCTCGCT-1 2 0.000
#> TCACCTCTACGACT-1 3 0.000
#> TCACCTCTTCCAAG-1 2 0.000
#> TCACGAGAGGAGGT-1 1 0.000
#> TCACTATGGGGCAA-1 3 0.751
#> TCACTATGGTTGTG-1 1 0.000
#> TCAGACGACGCTAA-1 1 0.000
#> TCAGACGACGTTAG-1 3 0.000
#> TCAGAGACTCCAGA-1 1 0.000
#> TCAGCAGACTCCAC-1 1 0.000
#> TCAGCGCTCTAGTG-1 3 0.502
#> TCAGCGCTGGATCT-1 1 0.000
#> TCAGCGCTGGTATC-1 3 1.000
#> TCAGGATGAAGTAG-1 1 0.000
#> TCAGGATGCCTTTA-1 2 0.000
#> TCAGTGGAAGATCC-1 3 0.000
#> TCAGTTACCTACGA-1 2 0.000
#> TCAGTTACTAGAAG-1 1 0.000
#> TCATCAACCCGATA-1 1 0.000
#> TCATCAACTGTTCT-1 2 0.000
#> TCATCATGCAGTTG-1 1 0.000
#> TCATCCCTTACTGG-1 1 0.000
#> TCATTCGATACAGC-1 2 0.000
#> TCCACGTGGAAACA-1 1 0.000
#> TCCACTCTACACTG-1 1 0.751
#> TCCACTCTGAGCTT-1 2 0.000
#> TCCACTCTTACTTC-1 1 0.000
#> TCCATAACAAAGTG-1 1 0.000
#> TCCATAACCGTAGT-1 1 0.000
#> TCCATAACGATGAA-1 1 0.000
#> TCCATAACTACGCA-1 1 0.000
#> TCCATCCTCCCTAC-1 3 0.000
#> TCCCACGATCATTC-1 1 0.000
#> TCCCATCTCAAAGA-1 2 0.000
#> TCCCGAACACAGTC-1 3 0.000
#> TCCCGAACTTCGCC-1 2 0.000
#> TCCCGATGAGATCC-1 1 0.000
#> TCCCGATGCCTGAA-1 2 0.000
#> TCCCTACTCAACTG-1 1 0.000
#> TCCGAAGACAATCG-1 2 0.000
#> TCCGAAGACGTTAG-1 1 0.000
#> TCCGGACTGAGGTG-1 1 0.000
#> TCCGGACTGTACGT-1 3 0.751
#> TCCTAAACATCGAC-1 1 0.000
#> TCCTAAACCGAGAG-1 1 0.000
#> TCCTAAACCGCATA-1 3 0.000
#> TCCTAATGGTTTGG-1 3 0.000
#> TCCTACCTGTCGTA-1 1 0.000
#> TCCTATGAAAAGCA-1 3 0.000
#> TCGAATCTCTGGTA-1 3 0.502
#> TCGACCTGCCGATA-1 2 0.000
#> TCGACGCTTCTATC-1 2 0.000
#> TCGACGCTTTGACG-1 1 0.000
#> TCGAGAACGACAGG-1 1 0.000
#> TCGAGAACGTTAGC-1 3 1.000
#> TCGAGCCTATCAGC-1 1 0.000
#> TCGAGCCTGCGAGA-1 1 0.502
#> TCGAGCCTTGTGAC-1 1 0.000
#> TCGATACTATTCCT-1 1 1.000
#> TCGATACTTGCACA-1 1 0.000
#> TCGATTTGATGCCA-1 2 0.000
#> TCGATTTGCACTCC-1 1 0.000
#> TCGATTTGCAGCTA-1 3 0.000
#> TCGATTTGCCTACC-1 2 0.000
#> TCGATTTGTCGTGA-1 1 0.000
#> TCGCAGCTAGATCC-1 1 0.253
#> TCGCCATGAGACTC-1 1 0.000
#> TCGCCATGTGGTCA-1 1 0.000
#> TCGGACCTAACAGA-1 1 0.000
#> TCGGACCTATAAGG-1 1 0.249
#> TCGGACCTGTACAC-1 1 0.000
#> TCGGTAGAGTAGGG-1 1 0.000
#> TCGGTAGATCCCAC-1 1 0.000
#> TCGTAGGATCGACA-1 1 0.000
#> TCGTTATGGACAAA-1 1 0.000
#> TCTAACACCAGTTG-1 3 0.000
#> TCTAACACGAGCAG-1 2 0.000
#> TCTAACTGAACCAC-1 1 0.000
#> TCTAAGCTAATGCC-1 1 0.000
#> TCTAAGCTTAGTCG-1 3 0.000
#> TCTAAGCTTCTAGG-1 2 0.000
#> TCTAAGCTTGTTCT-1 2 0.000
#> TCTAAGCTTTCGCC-1 1 0.000
#> TCTACAACGACTAC-1 2 0.000
#> TCTAGACTTAGAAG-1 2 0.000
#> TCTAGTTGCACCAA-1 2 0.000
#> TCTATGTGAAGAGT-1 2 0.000
#> TCTATGTGAGTCTG-1 3 1.000
#> TCTCAAACCTAAGC-1 1 0.000
#> TCTCTAGAATTTCC-1 1 0.000
#> TCTGATACACGTGT-1 1 0.000
#> TCTGATACTCGCCT-1 1 0.000
#> TCTTACGAACCTGA-1 2 0.000
#> TCTTCAGAGCTACA-1 2 0.000
#> TCTTGATGCGGAGA-1 3 1.000
#> TGAAATTGGTGAGG-1 2 0.000
#> TGAACCGAAAACGA-1 1 0.000
#> TGAACCGACTACTT-1 2 0.000
#> TGAACCGATTCGGA-1 2 0.000
#> TGAAGCACTCACGA-1 1 1.000
#> TGAAGCTGAACGAA-1 1 0.000
#> TGAAGCTGCATGGT-1 1 0.000
#> TGAAGCTGCGTAAC-1 1 0.000
#> TGAATAACCACTTT-1 1 0.000
#> TGAATAACTCCCAC-1 3 0.000
#> TGACACGACCTTAT-1 1 0.000
#> TGACCAGACAACCA-1 1 0.000
#> TGACCAGAGGATTC-1 1 0.000
#> TGACCGCTAAAAGC-1 1 0.000
#> TGACCGCTCTGCAA-1 1 0.000
#> TGACGATGCAAAGA-1 2 0.000
#> TGACGCCTGTACCA-1 1 1.000
#> TGACGCCTTTACTC-1 3 0.000
#> TGACTGGAAGAGAT-1 2 0.000
#> TGACTGGACCGTAA-1 1 0.502
#> TGACTGGACGCAAT-1 1 0.000
#> TGACTGGAGGACAG-1 1 0.000
#> TGACTGGATTCTCA-1 1 0.000
#> TGACTTACACACCA-1 1 0.000
#> TGACTTACAGTCTG-1 2 0.000
#> TGACTTTGCGCATA-1 1 0.000
#> TGACTTTGTTTGTC-1 1 0.249
#> TGAGACACAAGGTA-1 1 0.000
#> TGAGACACTCAAGC-1 1 1.000
#> TGAGCTGAATGCTG-1 2 0.000
#> TGAGCTGACTGGAT-1 2 0.000
#> TGAGCTGATGCTAG-1 2 0.000
#> TGAGGACTCTCATT-1 2 0.000
#> TGAGGACTTCATTC-1 1 0.000
#> TGAGGTACGAACCT-1 2 0.000
#> TGAGTCGAGTTACG-1 1 0.000
#> TGAGTGACTGAGCT-1 1 0.000
#> TGATAAACGAATCC-1 1 0.000
#> TGATAAACTCCGTC-1 3 0.000
#> TGATAAACTTTCAC-1 1 0.000
#> TGATACCTCACTAG-1 2 0.000
#> TGATACCTGTTGGT-1 1 0.000
#> TGATACCTTATGCG-1 1 0.000
#> TGATACCTTGAAGA-1 1 0.000
#> TGATATGAACCTTT-1 1 0.000
#> TGATCACTAGCATC-1 3 0.751
#> TGATCACTCTCGCT-1 1 0.000
#> TGATCACTTCTACT-1 1 0.000
#> TGATCGGACTGACA-1 2 0.000
#> TGATCGGAGGAGCA-1 1 0.000
#> TGATCGGATATGCG-1 2 0.000
#> TGATTAGACATTGG-1 1 0.000
#> TGATTAGATGACTG-1 1 0.000
#> TGATTAGATGCTAG-1 1 0.000
#> TGATTCACTATGCG-1 1 0.000
#> TGATTCACTGTCAG-1 1 0.000
#> TGATTCTGCCGAAT-1 1 0.000
#> TGATTCTGCTCTTA-1 1 0.000
#> TGCAAGTGAGAACA-1 1 0.000
#> TGCAAGTGGGTAGG-1 2 0.000
#> TGCAATCTTCAGGT-1 2 0.000
#> TGCACAGACGACAT-1 3 0.000
#> TGCCAAGAGCAGTT-1 2 0.000
#> TGCCAAGATCTCTA-1 1 0.000
#> TGCCACTGAACGTC-1 1 0.000
#> TGCCACTGCGATAC-1 3 0.000
#> TGCCAGCTTGGCAT-1 1 0.000
#> TGCCCAACAGCAAA-1 1 0.000
#> TGCCCAACCGCATA-1 2 0.000
#> TGCCGACTCTCCCA-1 1 0.000
#> TGCGAAACAGTCAC-1 1 0.000
#> TGCGAAACGTTGCA-1 1 0.000
#> TGCGATGAACGGTT-1 1 0.000
#> TGCGATGACCTCGT-1 1 0.000
#> TGCGATGACTAGTG-1 1 0.000
#> TGCGATGACTGCTC-1 1 0.000
#> TGCGATGACTTGCC-1 1 0.000
#> TGCGATGAGTGCTA-1 2 0.000
#> TGCGCACTCTTGAG-1 2 0.000
#> TGCGTAGAATAAGG-1 2 0.000
#> TGCGTAGACGGGAA-1 1 0.000
#> TGCGTAGATGGTCA-1 2 0.000
#> TGCTAGGAAACCGT-1 3 0.498
#> TGCTAGGATAGTCG-1 1 0.000
#> TGCTATACGGTTCA-1 2 0.000
#> TGCTATACTGCTGA-1 3 0.751
#> TGCTGAGAGAGCAG-1 3 0.000
#> TGCTGAGATTATCC-1 1 0.000
#> TGGAAAGACTCTCG-1 1 0.000
#> TGGAAAGAGCGATT-1 1 0.000
#> TGGAAAGAGGTCAT-1 2 0.000
#> TGGAAAGATATGGC-1 1 0.000
#> TGGAACACAAACAG-1 3 0.000
#> TGGAACACGCTAAC-1 3 1.000
#> TGGAAGCTCAGATC-1 1 0.000
#> TGGACCCTACACTG-1 2 0.000
#> TGGACCCTCATGGT-1 1 0.751
#> TGGACCCTGGTACT-1 2 0.000
#> TGGACTGAGTATGC-1 1 0.000
#> TGGAGACTATCAGC-1 2 0.000
#> TGGAGACTTCAAGC-1 1 0.000
#> TGGAGACTTGACCA-1 3 0.000
#> TGGAGGGACGGAGA-1 2 0.000
#> TGGAGGGAGCTATG-1 1 0.253
#> TGGATCGATAAAGG-1 1 0.000
#> TGGATGTGACCTAG-1 1 0.000
#> TGGATGTGTGAAGA-1 1 0.000
#> TGGATTCTCATACG-1 1 1.000
#> TGGCAATGCTTGTT-1 1 0.000
#> TGGCACCTTCACGA-1 1 0.000
#> TGGCACCTTCAGTG-1 2 0.000
#> TGGGTATGAAGAGT-1 1 0.000
#> TGGGTATGCACAAC-1 1 0.000
#> TGGGTATGGTACGT-1 1 0.000
#> TGGGTATGTTTGGG-1 2 0.000
#> TGGTAGACATGCCA-1 1 0.000
#> TGGTAGACCCTCAC-1 3 0.000
#> TGGTAGACCTGATG-1 1 1.000
#> TGGTAGTGCACTGA-1 2 0.000
#> TGGTATCTAAACAG-1 1 0.000
#> TGGTATCTCTTCCG-1 1 0.000
#> TGGTCAGACCCAAA-1 1 0.000
#> TGGTTACTGACGTT-1 2 0.000
#> TGGTTACTGTTCTT-1 1 0.000
#> TGTAACCTAGAGGC-1 1 0.000
#> TGTAACCTTGCCTC-1 2 0.000
#> TGTAATGACACAAC-1 3 0.000
#> TGTAATGAGGTAAA-1 3 0.000
#> TGTACTTGCTCTAT-1 2 0.000
#> TGTAGGTGCGAGAG-1 1 0.000
#> TGTAGGTGCTATGG-1 1 0.000
#> TGTAGGTGCTCTAT-1 2 0.000
#> TGTAGGTGTGCTGA-1 1 0.000
#> TGTAGTCTTCCAGA-1 1 0.000
#> TGTAGTCTTGCACA-1 3 0.502
#> TGTATCTGTTAGGC-1 1 0.000
#> TGTATGCTCATGGT-1 1 0.000
#> TGTATGCTGTAGGG-1 1 0.249
#> TGTATGCTTTCATC-1 1 0.000
#> TGTCAGGAATACCG-1 1 0.000
#> TGTCAGGAGATGAA-1 2 0.000
#> TGTCTAACCCCTTG-1 1 0.000
#> TGTGACGATTCTCA-1 3 0.000
#> TGTGAGACTGTCAG-1 2 0.000
#> TGTGAGACTTGAGC-1 1 0.000
#> TGTGAGTGACCACA-1 1 0.000
#> TGTGAGTGAGTGCT-1 2 0.000
#> TGTGAGTGGAGATA-1 3 0.000
#> TGTGATCTCTCTAT-1 1 0.000
#> TGTGATCTGACACT-1 1 0.000
#> TGTGGATGGCCAAT-1 1 0.000
#> TGTTAAGACAAAGA-1 2 0.000
#> TGTTAAGATAAGGA-1 2 0.000
#> TGTTACACCGCATA-1 2 0.000
#> TGTTACACGACTAC-1 2 0.000
#> TGTTACTGGCTACA-1 3 0.000
#> TGTTACTGTAGTCG-1 3 0.000
#> TTAACCACCGTAAC-1 1 0.000
#> TTAACCACTAAGGA-1 3 0.249
#> TTAACCACTCAGAC-1 3 1.000
#> TTACACACGTGTTG-1 1 0.000
#> TTACACACTCCTAT-1 1 0.000
#> TTACCATGAATCGC-1 2 0.000
#> TTACCATGGTTGAC-1 1 0.000
#> TTACCATGTGTCTT-1 3 0.000
#> TTACCATGTTGTGG-1 1 0.000
#> TTACGACTGAGAGC-1 1 0.000
#> TTACGACTTGACAC-1 2 0.000
#> TTACGTACGTTCAG-1 3 0.000
#> TTACTCGAAGAATG-1 2 0.000
#> TTACTCGACGCAAT-1 2 0.000
#> TTACTCGAGGGTGA-1 1 0.000
#> TTACTCGATCTACT-1 3 0.000
#> TTAGAATGTGGTGT-1 1 0.000
#> TTAGAATGTGTAGC-1 1 0.751
#> TTAGACCTCCTACC-1 1 0.000
#> TTAGACCTCCTTTA-1 2 0.000
#> TTAGCTACAACCGT-1 1 0.000
#> TTAGCTACTGTCCC-1 2 0.000
#> TTAGCTACTTTCGT-1 1 0.000
#> TTAGGGACGCGAAG-1 3 0.751
#> TTAGGGTGCTGGAT-1 1 0.000
#> TTAGGGTGTCCTGC-1 2 0.000
#> TTAGGTCTACTTTC-1 2 0.000
#> TTAGTCACCAGTTG-1 1 0.249
#> TTAGTCTGAAAGCA-1 1 0.000
#> TTAGTCTGCCAACA-1 3 0.000
#> TTAGTCTGTGCACA-1 1 0.000
#> TTATCCGACTAGTG-1 1 0.000
#> TTATCCGAGAAAGT-1 2 0.000
#> TTATGAGAGATAAG-1 1 0.000
#> TTATGCACGTCACA-1 1 0.000
#> TTATGGCTTATGGC-1 2 0.000
#> TTATTCCTATGCTG-1 2 0.000
#> TTATTCCTGGACAG-1 1 0.000
#> TTATTCCTGGTACT-1 1 0.000
#> TTATTCCTTCGTGA-1 1 0.000
#> TTCAAAGATAAAGG-1 1 1.000
#> TTCAACACAACAGA-1 1 0.000
#> TTCAACACCCCAAA-1 2 0.000
#> TTCAACACGGACGA-1 2 0.000
#> TTCAAGCTAAGAAC-1 2 0.000
#> TTCAAGCTAGATGA-1 1 0.000
#> TTCAAGCTGTTGAC-1 1 0.000
#> TTCAAGCTTGATGC-1 1 0.000
#> TTCAAGCTTTCGCC-1 1 0.000
#> TTCACAACCCGTTC-1 2 0.000
#> TTCACAACGTCTGA-1 2 0.249
#> TTCAGACTACCCAA-1 1 1.000
#> TTCAGACTCTCGAA-1 1 0.000
#> TTCAGTACCGACTA-1 1 0.000
#> TTCAGTACTCAAGC-1 1 0.000
#> TTCAGTACTCCTAT-1 2 0.000
#> TTCAGTTGCCAAGT-1 1 0.000
#> TTCAGTTGTCCTTA-1 2 0.000
#> TTCAGTTGTCTAGG-1 1 0.000
#> TTCAGTTGTCTCGC-1 1 0.000
#> TTCATCGAGGTGGA-1 2 0.000
#> TTCATGTGTGGTGT-1 1 0.000
#> TTCATTCTATGTCG-1 2 0.000
#> TTCATTCTTCTCTA-1 1 0.000
#> TTCCAAACCTATGG-1 2 0.000
#> TTCCAAACCTCCCA-1 1 0.000
#> TTCCAAACTCCCAC-1 3 0.000
#> TTCCAAACTTGACG-1 3 0.000
#> TTCCATGACGAGAG-1 2 0.000
#> TTCCATGACTGTCC-1 1 0.000
#> TTCCCACTTGAGGG-1 3 0.000
#> TTCCCACTTGTCTT-1 2 0.000
#> TTCCTAGAAAGTGA-1 1 0.000
#> TTCCTAGACTAGTG-1 2 0.000
#> TTCGAGGACTCTAT-1 1 0.000
#> TTCGAGGAGGGCAA-1 1 0.498
#> TTCGAGGATAGAAG-1 2 0.000
#> TTCGATTGAGCATC-1 1 0.000
#> TTCGGAGAATGCCA-1 2 0.000
#> TTCGGAGATGTGCA-1 1 0.000
#> TTCGTATGAAAAGC-1 3 0.000
#> TTCGTATGGATAGA-1 3 0.000
#> TTCGTATGGTCTGA-1 1 0.000
#> TTCGTATGTCCTTA-1 2 0.000
#> TTCTACGAACGTAC-1 1 0.000
#> TTCTACGAGTTGGT-1 1 0.000
#> TTCTAGTGACACGT-1 1 0.000
#> TTCTAGTGCATGAC-1 2 0.000
#> TTCTAGTGGAGAGC-1 3 0.000
#> TTCTAGTGGTCACA-1 2 0.000
#> TTCTCAGAAGAGAT-1 1 0.000
#> TTCTCAGAAGCATC-1 1 0.000
#> TTCTCAGATGGAGG-1 1 0.502
#> TTCTGATGGAGACG-1 3 0.000
#> TTCTTACTCTGGAT-1 2 0.000
#> TTGAACCTCCTTGC-1 1 0.000
#> TTGAATGAACTACG-1 2 0.000
#> TTGAATGACTTACT-1 1 0.000
#> TTGAATGATCTCAT-1 1 0.000
#> TTGACACTCTGTAG-1 1 0.000
#> TTGACACTGATAAG-1 1 0.000
#> TTGAGGACAGAACA-1 2 0.000
#> TTGAGGACTACGCA-1 2 0.000
#> TTGAGGTGGACGGA-1 1 0.000
#> TTGCATTGAGCTAC-1 1 0.502
#> TTGCATTGCTAAGC-1 2 0.000
#> TTGCATTGTGACTG-1 1 0.000
#> TTGCTAACACCAAC-1 3 1.000
#> TTGCTAACACGCTA-1 2 0.000
#> TTGCTAACCACTCC-1 1 0.000
#> TTGCTATGGTACGT-1 2 0.000
#> TTGCTATGGTAGGG-1 2 0.000
#> TTGGAGACCAATCG-1 1 0.000
#> TTGGAGACGCTATG-1 2 0.000
#> TTGGAGACTATGGC-1 1 0.000
#> TTGGGAACTGAACC-1 1 0.000
#> TTGGTACTACTGGT-1 2 0.000
#> TTGGTACTCTTAGG-1 1 0.000
#> TTGGTACTGAATCC-1 1 0.000
#> TTGGTACTGGATTC-1 1 0.000
#> TTGTACACGTTGTG-1 1 0.000
#> TTGTACACTTGCAG-1 1 0.000
#> TTGTAGCTAGCTCA-1 1 0.000
#> TTGTAGCTCTCTTA-1 1 0.000
#> TTGTCATGGACGGA-1 3 0.000
#> TTTAGAGATCCTCG-1 1 0.000
#> TTTAGCTGATACCG-1 1 0.000
#> TTTAGCTGGATACC-1 2 0.000
#> TTTAGCTGTACTCT-1 2 0.000
#> TTTAGGCTCCTTTA-1 2 0.000
#> TTTATCCTGTTGTG-1 2 0.000
#> TTTCACGAGGTTCA-1 1 0.000
#> TTTCAGTGGAAGGC-1 1 0.000
#> TTTCAGTGTCACGA-1 1 0.000
#> TTTCAGTGTCTATC-1 2 0.000
#> TTTCAGTGTGCAGT-1 1 0.000
#> TTTCCAGAGGTGAG-1 1 1.000
#> TTTCGAACACCTGA-1 1 1.000
#> TTTCGAACTCTCAT-1 2 0.000
#> TTTCTACTGAGGCA-1 1 0.000
#> TTTCTACTTCCTCG-1 1 0.000
#> TTTGCATGAGAGGC-1 1 0.498
#> TTTGCATGCCTCAC-1 1 0.000
get_classes(res, k = 4)
#> class p
#> AAACATACAACCAC-1 1 0.000
#> AAACATTGAGCTAC-1 4 0.000
#> AAACATTGATCAGC-1 1 0.249
#> AAACCGTGCTTCCG-1 2 0.000
#> AAACCGTGTATGCG-1 3 0.000
#> AAACGCACTGGTAC-1 1 0.000
#> AAACGCTGACCAGT-1 1 0.502
#> AAACGCTGGTTCTT-1 1 0.000
#> AAACGCTGTAGCCA-1 3 0.747
#> AAACGCTGTTTCTG-1 2 0.000
#> AAACTTGAAAAACG-1 4 0.000
#> AAACTTGATCCAGA-1 1 0.000
#> AAAGAGACGAGATA-1 1 0.000
#> AAAGAGACGCGAGA-1 2 0.000
#> AAAGAGACGGACTT-1 1 1.000
#> AAAGAGACGGCATT-1 1 0.000
#> AAAGCAGATATCGG-1 2 0.000
#> AAAGCCTGTATGCG-1 1 0.000
#> AAAGGCCTGTCTAG-1 4 0.249
#> AAAGTTTGATCACG-1 4 0.000
#> AAAGTTTGGGGTGA-1 4 0.000
#> AAAGTTTGTAGAGA-1 1 0.000
#> AAAGTTTGTAGCGT-1 2 0.000
#> AAATCAACAATGCC-1 4 0.000
#> AAATCAACACCAGT-1 1 0.000
#> AAATCAACCAGGAG-1 1 0.000
#> AAATCAACCCTATT-1 2 0.000
#> AAATCAACGGAAGC-1 1 0.000
#> AAATCAACTCGCAA-1 1 0.000
#> AAATCATGACCACA-1 2 0.000
#> AAATCCCTCCACAA-1 1 1.000
#> AAATCCCTGCTATG-1 4 0.000
#> AAATGTTGAACGAA-1 2 0.000
#> AAATGTTGCCACAA-1 3 0.751
#> AAATGTTGTGGCAT-1 2 0.000
#> AAATTCGAAGGTTC-1 1 0.000
#> AAATTCGAATCACG-1 2 0.000
#> AAATTCGAGCTGAT-1 2 0.000
#> AAATTCGAGGAGTG-1 1 0.000
#> AAATTCGATTCTCA-1 3 0.000
#> AAATTGACACGACT-1 1 0.000
#> AAATTGACTCGCTC-1 1 0.000
#> AACAAACTCATTTC-1 1 0.000
#> AACAAACTTTCGTT-1 1 0.000
#> AACAATACGACGAG-1 1 0.000
#> AACACGTGCAGAGG-1 1 0.000
#> AACACGTGGAAAGT-1 1 0.000
#> AACACGTGGAACCT-1 2 0.000
#> AACACGTGGCTACA-1 1 0.000
#> AACACGTGTACGAC-1 2 0.000
#> AACAGCACAAGAGT-1 2 0.000
#> AACATTGATGGGAG-1 2 0.000
#> AACCAGTGATACCG-1 2 0.000
#> AACCCAGATCGCTC-1 1 0.000
#> AACCGATGCTCCCA-1 1 0.000
#> AACCGATGGTCATG-1 4 0.000
#> AACCGATGTTCTAC-1 2 0.000
#> AACCGCCTAGCGTT-1 1 0.000
#> AACCGCCTCTACGA-1 2 0.000
#> AACCTACTGTGAGG-1 2 0.000
#> AACCTACTGTGTTG-1 1 0.000
#> AACCTTACGAGACG-1 1 0.000
#> AACCTTACGCGAGA-1 3 0.000
#> AACCTTACTAACGC-1 2 0.000
#> AACCTTTGGACGGA-1 1 0.000
#> AACCTTTGTACGCA-1 2 0.000
#> AACGCAACAAGTAG-1 1 0.000
#> AACGCATGACCCAA-1 1 0.000
#> AACGCATGCCTTCG-1 1 0.000
#> AACGCATGTACTTC-1 1 0.000
#> AACGCCCTCGGGAA-1 1 0.000
#> AACGCCCTCGTACA-1 3 0.000
#> AACGCCCTGGCATT-1 3 0.747
#> AACGTCGAGTATCG-1 3 0.000
#> AACGTGTGAAAGCA-1 1 0.000
#> AACGTGTGGCGGAA-1 4 0.000
#> AACGTGTGTCCAAG-1 1 0.000
#> AACGTGTGTGCTTT-1 1 0.000
#> AACTACCTTAGAGA-1 1 0.000
#> AACTCACTCAAGCT-1 2 0.000
#> AACTCACTTGGAGG-1 2 0.000
#> AACTCGGAAAGTGA-1 3 0.751
#> AACTCGGAAGGTCT-1 2 0.000
#> AACTCTTGCAGGAG-1 1 0.000
#> AACTGTCTCCCTTG-1 2 0.000
#> AACTTGCTACGCTA-1 4 0.000
#> AACTTGCTGGGACA-1 1 0.000
#> AAGAACGAGTGTTG-1 1 0.249
#> AAGAAGACGTAGGG-1 4 0.000
#> AAGACAGAAGTCTG-1 4 0.000
#> AAGACAGAGGATCT-1 1 0.000
#> AAGACAGATTACCT-1 2 0.000
#> AAGAGATGGGTAGG-1 4 0.000
#> AAGATGGAAAACAG-1 4 0.000
#> AAGATGGAGAACTC-1 2 0.000
#> AAGATGGAGATAAG-1 2 0.000
#> AAGATTACAACCTG-1 1 0.000
#> AAGATTACAGATCC-1 2 0.000
#> AAGATTACCCGTTC-1 2 0.000
#> AAGATTACCGCCTT-1 2 0.000
#> AAGATTACCTCAAG-1 3 0.000
#> AAGATTACTCCTCG-1 2 0.253
#> AAGCAAGAGCGAGA-1 1 0.000
#> AAGCAAGAGCTTAG-1 3 0.000
#> AAGCAAGAGGTGTT-1 3 0.000
#> AAGCACTGAGCAAA-1 4 0.249
#> AAGCACTGCATACG-1 1 0.751
#> AAGCACTGGTTCTT-1 4 0.000
#> AAGCCAACGTGTTG-1 1 0.000
#> AAGCCATGAACTGC-1 2 0.000
#> AAGCCATGACACGT-1 2 0.000
#> AAGCCATGCGTGAT-1 1 0.000
#> AAGCCATGTCTCGC-1 1 1.000
#> AAGCCTGACATGCA-1 1 1.000
#> AAGCCTGACCGAAT-1 2 0.000
#> AAGCGACTCCTCAC-1 2 0.000
#> AAGCGACTGTGTCA-1 1 0.000
#> AAGCGACTTACAGC-1 4 0.000
#> AAGCGACTTTGACG-1 2 0.000
#> AAGCGTACGTCTTT-1 1 0.000
#> AAGGCTTGCGAACT-1 3 0.498
#> AAGGTCACGGTTAC-1 2 0.000
#> AAGGTCACTGTTTC-1 4 0.000
#> AAGGTCACTTCCCG-1 1 0.249
#> AAGGTCTGACAGTC-1 1 0.000
#> AAGGTCTGCAGATC-1 1 0.000
#> AAGTAACTCTGAAC-1 2 0.000
#> AAGTAACTGAGATA-1 4 0.000
#> AAGTAGGATACAGC-1 3 0.000
#> AAGTATACCGAACT-1 1 0.000
#> AAGTCCGACTTGTT-1 1 0.000
#> AAGTCCGATAGAAG-1 1 0.000
#> AAGTCTCTAGTCGT-1 1 0.000
#> AAGTCTCTCGGAGA-1 3 0.498
#> AAGTGGCTTGGAGG-1 4 0.000
#> AAGTTCCTCATTCT-1 2 0.000
#> AAGTTCCTTCTTAC-1 1 0.000
#> AATAAGCTCGAATC-1 1 0.000
#> AATAAGCTCGTTGA-1 1 0.000
#> AATACCCTGGACGA-1 4 0.000
#> AATACCCTGGCATT-1 1 0.000
#> AATACTGAAAGGGC-1 3 0.000
#> AATACTGAATTGGC-1 3 0.000
#> AATAGGGAACCCTC-1 4 0.000
#> AATAGGGAGAATGA-1 3 0.000
#> AATCAAACTATCGG-1 1 1.000
#> AATCCGGAATGCTG-1 4 0.000
#> AATCCTACCGGTAT-1 1 0.000
#> AATCCTTGACGGGA-1 2 0.000
#> AATCCTTGGTGAGG-1 3 0.000
#> AATCGGTGGAACTC-1 3 0.000
#> AATCGGTGTGCTTT-1 1 0.000
#> AATCTAGAAAAGTG-1 1 0.000
#> AATCTAGAATCGGT-1 1 0.000
#> AATCTCACAGCCTA-1 2 0.000
#> AATCTCACTCTAGG-1 1 0.000
#> AATCTCTGAACAGA-1 1 0.000
#> AATCTCTGCTTTAC-1 3 0.000
#> AATGATACACCAAC-1 3 0.000
#> AATGATACGGTCAT-1 2 0.000
#> AATGCGTGACACCA-1 4 0.000
#> AATGCGTGGACGGA-1 2 0.000
#> AATGCGTGGCTATG-1 4 0.000
#> AATGGAGAATCGTG-1 2 0.000
#> AATGGAGATCCTTA-1 1 0.751
#> AATGGCTGACACCA-1 4 0.000
#> AATGGCTGCGTGAT-1 1 0.000
#> AATGGCTGTAAAGG-1 3 1.000
#> AATGGCTGTACTCT-1 3 0.000
#> AATGGCTGTGAAGA-1 1 0.000
#> AATGTAACGGTGGA-1 1 0.000
#> AATGTCCTCTTCTA-1 1 0.000
#> AATGTTGACAGTCA-1 1 0.000
#> AATGTTGAGTTGAC-1 2 0.000
#> AATGTTGATCTACT-1 1 0.000
#> AATTACGAATTCCT-1 2 0.000
#> AATTACGACTTCTA-1 1 0.000
#> AATTACGAGTGAGG-1 1 0.000
#> AATTACGATTGGCA-1 4 0.000
#> AATTCCTGCTCAGA-1 4 0.000
#> AATTGATGTCGCAA-1 2 0.000
#> AATTGTGACTTGGA-1 4 0.000
#> ACAAAGGAGGGTGA-1 1 0.000
#> ACAAATTGATTCTC-1 2 0.000
#> ACAAATTGCTCAGA-1 2 0.000
#> ACAAATTGTTGCGA-1 3 0.000
#> ACAACCGAGGGATG-1 3 0.000
#> ACAACCGAGTTACG-1 1 0.000
#> ACAAGAGAAGTCGT-1 2 0.000
#> ACAAGAGACTTATC-1 1 0.000
#> ACAAGAGAGTTGAC-1 4 0.000
#> ACAATCCTAACCGT-1 1 0.000
#> ACAATCCTTAGCGT-1 4 0.000
#> ACAATTGACTGACA-1 3 1.000
#> ACAATTGATGACTG-1 3 0.000
#> ACACAGACCATACG-1 3 0.000
#> ACACCAGAGGGCAA-1 1 1.000
#> ACACCCTGGTGTTG-1 3 0.000
#> ACACGAACAGTTCG-1 1 0.000
#> ACACGATGACGCAT-1 3 0.000
#> ACACGATGATGTGC-1 2 0.000
#> ACACGATGTCGTAG-1 1 0.498
#> ACACGATGTGGTCA-1 1 1.000
#> ACAGACACGGCATT-1 3 1.000
#> ACAGACACGTTGTG-1 1 0.000
#> ACAGCAACACCTAG-1 2 0.000
#> ACAGCAACCTCAAG-1 2 0.000
#> ACAGGTACCCCACT-1 1 0.000
#> ACAGGTACGCTGTA-1 1 0.000
#> ACAGGTACTGGTGT-1 3 0.000
#> ACAGTCGACCCAAA-1 1 0.498
#> ACAGTCGACCGATA-1 3 0.249
#> ACAGTGACTCACCC-1 1 0.000
#> ACAGTGACTCTATC-1 1 1.000
#> ACAGTGTGGTCACA-1 1 0.000
#> ACAGTGTGTTGCGA-1 2 0.000
#> ACATCACTCTACTT-1 2 0.000
#> ACATGGTGAAGCCT-1 1 0.000
#> ACATGGTGCAACCA-1 4 0.000
#> ACATGGTGCGAGTT-1 1 0.000
#> ACATTCTGGCATAC-1 1 0.000
#> ACATTCTGGGAACG-1 2 0.000
#> ACCAACGACATGCA-1 1 0.000
#> ACCACAGAAAGTAG-1 1 0.000
#> ACCACAGAGTTGGT-1 1 0.000
#> ACCACCTGTGTGCA-1 1 0.000
#> ACCACGCTACAGCT-1 1 0.000
#> ACCACGCTACCCAA-1 3 0.000
#> ACCACGCTGCGAGA-1 1 0.000
#> ACCACGCTGCTGTA-1 1 0.000
#> ACCAGCCTGACAGG-1 1 0.000
#> ACCAGTGAACGGTT-1 4 0.000
#> ACCAGTGAATACCG-1 2 0.000
#> ACCAGTGAGGGATG-1 1 0.000
#> ACCAGTGATGACTG-1 2 0.000
#> ACCATTACCTTCTA-1 1 0.000
#> ACCATTACGAGATA-1 3 0.000
#> ACCATTTGTCATTC-1 1 0.000
#> ACCCAAGAACTGTG-1 3 0.000
#> ACCCAAGAATTCCT-1 2 0.000
#> ACCCAAGAGGACAG-1 1 0.000
#> ACCCAAGATTCACT-1 4 0.000
#> ACCCACTGCGCCTT-1 2 0.000
#> ACCCACTGGACAGG-1 1 0.000
#> ACCCACTGGTTCAG-1 3 0.000
#> ACCCACTGTCGTAG-1 2 0.000
#> ACCCAGCTCAGAAA-1 1 0.000
#> ACCCAGCTGTTAGC-1 2 0.000
#> ACCCAGCTTGCTTT-1 1 0.000
#> ACCCGTTGATGACC-1 4 0.000
#> ACCCGTTGCTGCAA-1 1 0.000
#> ACCCGTTGCTTCTA-1 1 1.000
#> ACCCTCGACCTATT-1 3 1.000
#> ACCCTCGACGGTAT-1 4 0.000
#> ACCCTCGATAAGGA-1 2 0.000
#> ACCCTCGATCAAGC-1 2 0.000
#> ACCGTGCTACCAGT-1 1 0.000
#> ACCGTGCTGGAACG-1 4 0.000
#> ACCTATTGCTGAGT-1 4 0.000
#> ACCTATTGTGCCCT-1 2 0.000
#> ACCTCCGAGTCCTC-1 1 0.000
#> ACCTCCGATATGCG-1 1 0.000
#> ACCTCCGATGCTGA-1 1 0.000
#> ACCTCGTGAACCAC-1 1 1.000
#> ACCTGAGATATCGG-1 2 0.000
#> ACCTGGCTAAGTAG-1 3 0.000
#> ACCTTTGACTCCCA-1 2 0.000
#> ACCTTTGAGGAACG-1 2 0.000
#> ACCTTTGAGGAAGC-1 2 0.000
#> ACGAACACCTTGTT-1 3 0.000
#> ACGAACTGGCTATG-1 2 0.000
#> ACGAAGCTCTCCAC-1 1 0.000
#> ACGAAGCTCTGAGT-1 4 0.000
#> ACGACCCTATCTCT-1 2 0.000
#> ACGACCCTGATGAA-1 1 0.000
#> ACGACCCTTGACAC-1 4 0.000
#> ACGACCCTTGACCA-1 1 0.000
#> ACGAGGGACAGGAG-1 2 0.000
#> ACGAGGGACGAACT-1 1 0.000
#> ACGAGGGATGTAGC-1 1 0.000
#> ACGAGTACCCTAAG-1 4 0.000
#> ACGAGTACGAATCC-1 4 0.249
#> ACGATCGAGGACTT-1 3 0.000
#> ACGATCGAGTCACA-1 2 0.000
#> ACGATGACAATGCC-1 1 0.000
#> ACGATGACTGGTCA-1 1 0.000
#> ACGATTCTACGGGA-1 3 1.000
#> ACGCAATGGTTCAG-1 3 0.000
#> ACGCACCTGTTAGC-1 4 0.000
#> ACGCCACTGAACTC-1 2 0.000
#> ACGCCGGAAACCAC-1 2 0.000
#> ACGCCGGAAAGCCT-1 1 0.000
#> ACGCCGGAAATGCC-1 1 0.000
#> ACGCCTTGCTCCCA-1 2 0.000
#> ACGCGGTGGCGAGA-1 1 0.000
#> ACGCGGTGTGTGGT-1 4 0.000
#> ACGCGGTGTTTGCT-1 3 0.000
#> ACGCTCACAGTACC-1 1 0.000
#> ACGCTCACCCTTGC-1 1 0.000
#> ACGCTGCTGTTCTT-1 3 0.000
#> ACGGAACTCAGATC-1 3 0.000
#> ACGGAACTGTCGTA-1 2 0.000
#> ACGGAGGACTCTTA-1 2 0.000
#> ACGGATTGGGAGGT-1 4 0.000
#> ACGGATTGGTTAGC-1 1 0.000
#> ACGGCTCTGAGCAG-1 1 0.000
#> ACGGCTCTTGCACA-1 1 0.000
#> ACGGTAACCGCTAA-1 3 1.000
#> ACGGTAACCTTCGC-1 3 0.000
#> ACGGTAACGGTGGA-1 1 0.000
#> ACGGTAACTCGCAA-1 1 0.253
#> ACGGTATGAGTCGT-1 2 0.000
#> ACGGTATGGGTATC-1 4 0.000
#> ACGGTATGGTTGTG-1 4 0.000
#> ACGGTCCTAACGGG-1 1 0.249
#> ACGGTCCTCGGGAA-1 1 0.000
#> ACGTAGACAACCAC-1 1 0.000
#> ACGTAGACTACAGC-1 4 0.000
#> ACGTCAGAAACGAA-1 1 0.000
#> ACGTCAGAGAGCTT-1 2 0.000
#> ACGTCAGAGGGATG-1 1 0.000
#> ACGTCCTGATAAGG-1 2 0.000
#> ACGTCCTGTGAACC-1 2 0.000
#> ACGTCGCTCCTGAA-1 3 0.000
#> ACGTCGCTCTATTC-1 2 0.502
#> ACGTCGCTTCTCAT-1 4 0.000
#> ACGTGATGCCATGA-1 2 0.000
#> ACGTGATGGGTCTA-1 1 0.000
#> ACGTGATGTAACCG-1 2 0.000
#> ACGTGATGTGACAC-1 3 0.000
#> ACGTGCCTCCGTAA-1 1 0.000
#> ACGTGCCTTCTATC-1 3 0.000
#> ACGTTACTTTCCAT-1 1 0.000
#> ACGTTGGAAAAGCA-1 1 0.000
#> ACGTTGGAAACCTG-1 3 0.000
#> ACGTTGGACCGTAA-1 2 0.000
#> ACGTTGGAGCCAAT-1 3 0.000
#> ACGTTGGATATGGC-1 4 0.000
#> ACGTTGGATCAGGT-1 2 0.000
#> ACGTTTACATCAGC-1 1 0.000
#> ACTAAAACCCACAA-1 1 1.000
#> ACTAAAACTCGACA-1 2 0.000
#> ACTACGGAATTTCC-1 1 0.000
#> ACTACGGACCTATT-1 1 0.000
#> ACTACGGATCGCTC-1 1 0.000
#> ACTACTACTAAGGA-1 1 0.000
#> ACTAGGTGGAACCT-1 1 1.000
#> ACTAGGTGGAACTC-1 1 0.000
#> ACTATCACCTTGGA-1 3 0.000
#> ACTATCACTGCCAA-1 1 0.000
#> ACTCAGGACTGAAC-1 1 0.000
#> ACTCAGGATCTATC-1 4 0.000
#> ACTCAGGATTCGTT-1 2 0.000
#> ACTCCTCTCAACTG-1 1 0.000
#> ACTCGCACGAAAGT-1 2 0.000
#> ACTCGCACTACGAC-1 2 0.000
#> ACTCTCCTGACACT-1 1 0.000
#> ACTCTCCTGCATAC-1 4 1.000
#> ACTCTCCTGTTTGG-1 1 0.000
#> ACTGAGACAACCAC-1 3 0.751
#> ACTGAGACCCATAG-1 2 0.000
#> ACTGAGACGTTGGT-1 4 0.000
#> ACTGCCACACACGT-1 3 0.000
#> ACTGCCACTCCGTC-1 3 0.000
#> ACTGGCCTTCAGTG-1 3 0.000
#> ACTGTGGACGTGTA-1 3 0.253
#> ACTGTGGATCTAGG-1 4 0.000
#> ACTGTTACCCACAA-1 2 0.000
#> ACTGTTACTGCAGT-1 1 0.000
#> ACTTAAGAACCACA-1 1 0.000
#> ACTTAAGATTACTC-1 2 0.000
#> ACTTAGCTGCGTAT-1 2 0.000
#> ACTTAGCTGGGAGT-1 1 0.000
#> ACTTCAACAAGCAA-1 3 0.000
#> ACTTCAACGTAGGG-1 3 0.000
#> ACTTCCCTTTCCGC-1 1 0.000
#> ACTTCTGACATGCA-1 4 0.000
#> ACTTGACTCCACAA-1 4 0.000
#> ACTTGGGAGAAAGT-1 2 0.000
#> ACTTGGGAGGTTTG-1 1 0.502
#> ACTTGGGATGTGAC-1 2 0.000
#> ACTTGGGATTGACG-1 2 0.000
#> ACTTGTACCTGTCC-1 1 0.000
#> ACTTTGTGGAAAGT-1 1 0.000
#> ACTTTGTGGATAGA-1 2 0.000
#> AGAAACGAAAGTAG-1 4 0.000
#> AGAAAGTGCGCAAT-1 1 0.000
#> AGAAAGTGGGGATG-1 2 0.000
#> AGAACAGAAATGCC-1 3 0.000
#> AGAACAGACGACTA-1 4 0.000
#> AGAACAGAGACAAA-1 1 0.000
#> AGAACGCTTTGCTT-1 1 0.000
#> AGAAGATGTGACTG-1 1 0.000
#> AGAATGGAAGAAGT-1 3 1.000
#> AGAATTTGTAACCG-1 1 0.000
#> AGAATTTGTAGAGA-1 1 0.000
#> AGACACACTGTAGC-1 1 0.000
#> AGACACTGTCAAGC-1 2 0.000
#> AGACCTGAAGTAGA-1 2 0.000
#> AGACCTGACCAACA-1 1 0.000
#> AGACCTGAGGAAGC-1 1 1.000
#> AGACGTACAGAGGC-1 1 0.000
#> AGACGTACCCCTAC-1 4 0.000
#> AGACGTACCTCTTA-1 2 0.000
#> AGACGTACTCGTGA-1 2 0.000
#> AGACTGACCATCAG-1 1 0.502
#> AGACTGACCCTTTA-1 1 0.000
#> AGACTTCTCATGCA-1 4 0.000
#> AGAGATGACAGTCA-1 4 0.000
#> AGAGATGACTGAAC-1 1 0.000
#> AGAGATGAGGTTTG-1 2 0.000
#> AGAGATGATCTCGC-1 4 0.000
#> AGAGATGATTGTGG-1 1 0.000
#> AGAGCGGAGGCAAG-1 2 0.000
#> AGAGTCTGGTCGTA-1 2 0.000
#> AGAGTGCTCAGCTA-1 1 0.000
#> AGAGTGCTCGAATC-1 1 0.000
#> AGAGTGCTGTCATG-1 1 0.000
#> AGAGTGCTGTCCTC-1 1 1.000
#> AGAGTGCTGTGTTG-1 4 0.000
#> AGATATACCCGTAA-1 3 0.000
#> AGATATACGATGAA-1 1 0.000
#> AGATATACTGTTCT-1 4 0.000
#> AGATATTGCCTACC-1 1 1.000
#> AGATATTGGCCAAT-1 2 0.000
#> AGATCGTGTCTGGA-1 2 0.000
#> AGATCGTGTTTGTC-1 4 0.000
#> AGATCTCTATCACG-1 4 0.000
#> AGATTAACGTTCTT-1 2 0.000
#> AGATTCCTATCGTG-1 1 0.000
#> AGATTCCTCACTTT-1 2 0.000
#> AGATTCCTGACGAG-1 2 0.000
#> AGATTCCTGTTCAG-1 3 0.000
#> AGCAAAGATATGCG-1 1 0.000
#> AGCACAACAGTCTG-1 1 0.000
#> AGCACTGAGGGAGT-1 1 0.000
#> AGCACTGATATGCG-1 1 0.000
#> AGCACTGATGCTTT-1 2 0.000
#> AGCACTGATTGCGA-1 1 0.000
#> AGCATCGAAGATCC-1 1 0.000
#> AGCATCGAAGGGTG-1 4 0.000
#> AGCATCGAGCTTCC-1 2 0.000
#> AGCATCGAGTGAGG-1 1 0.000
#> AGCATCGATAACCG-1 2 0.000
#> AGCATGACGATGAA-1 3 1.000
#> AGCCAATGGGGAGT-1 2 0.000
#> AGCCAATGTATCTC-1 1 0.000
#> AGCCACCTGGATCT-1 3 0.249
#> AGCCGGTGCCAATG-1 1 0.000
#> AGCCGGTGTGTTTC-1 1 0.000
#> AGCCGTCTCAATCG-1 1 0.000
#> AGCCGTCTGAGAGC-1 1 0.000
#> AGCCTCACGTTCGA-1 1 0.000
#> AGCCTCACTGTCAG-1 2 0.000
#> AGCCTCTGCAGTTG-1 4 0.000
#> AGCCTCTGCCAATG-1 3 0.000
#> AGCGAACTGGATCT-1 1 0.000
#> AGCGAACTTACTGG-1 1 0.000
#> AGCGATACGGAGCA-1 1 0.000
#> AGCGATTGAGATCC-1 3 0.000
#> AGCGCCGAATCTCT-1 1 0.000
#> AGCGCCGACAGAGG-1 1 0.498
#> AGCGCTCTACCTTT-1 1 0.000
#> AGCGGCACCGGGAA-1 1 0.000
#> AGCGGCTGATGTGC-1 1 0.000
#> AGCGGGCTTGCCAA-1 1 0.000
#> AGCGTAACATGCTG-1 1 0.000
#> AGCGTAACTGAGAA-1 2 0.000
#> AGCTCGCTACTGGT-1 1 0.000
#> AGCTCGCTCTGCTC-1 1 0.000
#> AGCTGAACCATACG-1 2 0.000
#> AGCTGAACCTCTCG-1 1 0.000
#> AGCTGCCTTGGGAG-1 2 0.000
#> AGCTGCCTTTCATC-1 1 0.000
#> AGCTGCCTTTCTGT-1 1 0.000
#> AGCTGTGATCCAAG-1 1 0.000
#> AGCTTTACAAGTAG-1 1 0.000
#> AGCTTTACACCAAC-1 1 1.000
#> AGCTTTACTCTCAT-1 4 0.000
#> AGGAAATGAGGAGC-1 1 0.000
#> AGGAACCTCTTAGG-1 2 0.000
#> AGGAACCTTGCCTC-1 3 0.000
#> AGGAATGATAACGC-1 1 0.000
#> AGGAATGATTTGTC-1 1 0.000
#> AGGAGTCTGGTTTG-1 1 0.000
#> AGGAGTCTTGTCAG-1 1 0.000
#> AGGATAGACATTTC-1 1 0.000
#> AGGATAGAGGATTC-1 3 0.000
#> AGGATGCTACTAGC-1 4 0.000
#> AGGATGCTTTAGGC-1 3 0.000
#> AGGCAACTGAAGGC-1 1 0.000
#> AGGCAGGAGTACCA-1 1 0.000
#> AGGCCTCTAGTCGT-1 1 0.000
#> AGGCCTCTCGGAGA-1 1 0.000
#> AGGCCTCTCGTAAC-1 1 0.000
#> AGGGACGACGTTGA-1 1 0.000
#> AGGGACGAGTCAAC-1 3 0.000
#> AGGGACGAGTTGTG-1 1 0.000
#> AGGGACGATAGAGA-1 1 0.000
#> AGGGACGATGCATG-1 3 0.000
#> AGGGAGTGAGCCTA-1 1 0.000
#> AGGGCCACCATACG-1 1 0.000
#> AGGGCGCTAACCAC-1 2 0.000
#> AGGGCGCTATGGTC-1 3 0.502
#> AGGGTGGACAGTCA-1 4 0.000
#> AGGGTGGACTCAAG-1 2 0.000
#> AGGGTGGAGTTGCA-1 3 0.747
#> AGGGTTTGTTCATC-1 2 0.000
#> AGGTCATGAGTGTC-1 4 0.000
#> AGGTCATGCTTATC-1 1 0.249
#> AGGTCTGATTCTCA-1 2 0.000
#> AGGTGGGAAGAATG-1 1 0.000
#> AGGTGGGAAGTTCG-1 1 0.000
#> AGGTGTTGGTTACG-1 4 0.000
#> AGGTTCGAACCTCC-1 2 0.000
#> AGGTTCGAACGTAC-1 2 0.000
#> AGGTTCGAGGGTGA-1 1 0.000
#> AGTAAGGAGTTTGG-1 1 1.000
#> AGTAAGGATTCTTG-1 1 0.000
#> AGTAATACATCACG-1 3 0.000
#> AGTAATACCGAACT-1 4 0.000
#> AGTAATTGTCCCAC-1 1 0.000
#> AGTACGTGAGGGTG-1 1 0.000
#> AGTACGTGCTGCAA-1 1 0.000
#> AGTACGTGCTTGGA-1 1 0.000
#> AGTACTCTACGTGT-1 4 0.000
#> AGTACTCTCAACCA-1 3 0.000
#> AGTACTCTCGGTAT-1 1 0.249
#> AGTAGGCTTGCCTC-1 2 0.000
#> AGTATAACTTGTCT-1 2 0.000
#> AGTATCCTAGAACA-1 1 0.000
#> AGTCACGATGAGCT-1 3 0.000
#> AGTCAGACGAATAG-1 1 0.000
#> AGTCAGACGCTTAG-1 1 0.000
#> AGTCAGACTAGAGA-1 3 1.000
#> AGTCAGACTGCACA-1 1 0.000
#> AGTCCAGATATCTC-1 1 0.000
#> AGTCCAGATTTCAC-1 1 0.000
#> AGTCGAACCAACCA-1 1 0.000
#> AGTCGCCTCCGTAA-1 1 0.000
#> AGTCTACTAGGGTG-1 2 0.000
#> AGTCTACTTGCATG-1 2 0.000
#> AGTCTTACACCACA-1 1 0.000
#> AGTCTTACTTCGCC-1 1 1.000
#> AGTCTTACTTCGGA-1 3 0.000
#> AGTGACTGCAACTG-1 2 0.000
#> AGTGTTCTAACCTG-1 1 0.000
#> AGTGTTCTATAAGG-1 1 0.000
#> AGTGTTCTCACTTT-1 2 0.000
#> AGTTAAACCACTTT-1 1 0.000
#> AGTTATGAACAGTC-1 2 0.000
#> AGTTATGACTGAGT-1 1 1.000
#> AGTTATGAGTTCAG-1 1 0.000
#> AGTTCTACCAGCTA-1 2 0.000
#> AGTTCTTGAAGCCT-1 3 0.249
#> AGTTGTCTACTACG-1 1 0.000
#> AGTTTAGATGGTCA-1 1 0.000
#> AGTTTCACGGTCTA-1 3 0.000
#> AGTTTGCTACAGTC-1 1 0.000
#> AGTTTGCTACTGGT-1 3 0.000
#> AGTTTGCTCCAAGT-1 1 0.000
#> ATAAACACAGTGCT-1 4 0.000
#> ATAAACACCACCAA-1 1 0.000
#> ATAACAACATGCTG-1 2 0.000
#> ATAACAACGTCTAG-1 1 0.000
#> ATAACAACTTTGTC-1 1 0.000
#> ATAACATGTACTCT-1 1 0.000
#> ATAACCCTGTTGGT-1 1 0.000
#> ATAACCCTTGGTAC-1 1 0.000
#> ATAAGTACGAATGA-1 4 0.000
#> ATAAGTTGGTACGT-1 2 0.000
#> ATAAGTTGTCTAGG-1 1 0.000
#> ATAATCGAGCTGAT-1 4 0.000
#> ATAATCGATGGTTG-1 1 0.000
#> ATAATGACCTACTT-1 1 0.000
#> ATAATGACTCGTGA-1 2 0.000
#> ATACAATGTTAGGC-1 1 0.000
#> ATACCACTCGTACA-1 2 0.000
#> ATACCACTCTAAGC-1 2 0.000
#> ATACCACTGCCAAT-1 3 0.000
#> ATACCGGAATGCTG-1 2 0.000
#> ATACCGGACATTTC-1 2 0.000
#> ATACCGGACTTCGC-1 1 0.000
#> ATACCGGAGGTGTT-1 2 0.000
#> ATACCGGATCTCGC-1 1 0.000
#> ATACCTACGCATCA-1 1 0.000
#> ATACCTTGGGGCAA-1 1 0.000
#> ATACGGACAGACTC-1 2 0.000
#> ATACGGACCTACTT-1 2 0.000
#> ATACGGACGAGGTG-1 4 0.000
#> ATACGGACTATGCG-1 4 0.000
#> ATACGGACTCTGGA-1 2 0.000
#> ATACGTCTTAACGC-1 2 0.000
#> ATACTCTGCTTCGC-1 2 0.000
#> ATACTCTGGTATGC-1 3 0.000
#> ATAGATACCATGGT-1 1 0.000
#> ATAGATACGACGAG-1 1 0.000
#> ATAGATTGGTGTAC-1 4 0.000
#> ATAGCCGAACGGAG-1 1 0.000
#> ATAGCGTGCAGATC-1 1 0.000
#> ATAGCGTGCCCTTG-1 2 0.000
#> ATAGCGTGGTATCG-1 2 0.000
#> ATAGCGTGTCTCTA-1 1 0.000
#> ATAGCTCTCTGATG-1 1 0.000
#> ATAGCTCTGAGGTG-1 1 0.000
#> ATAGGAGAAACAGA-1 2 0.000
#> ATAGGCTGTCAGAC-1 1 0.000
#> ATAGTCCTAGTGTC-1 2 0.000
#> ATAGTCCTTGCATG-1 1 0.747
#> ATAGTCCTTGTCGA-1 1 0.000
#> ATAGTTGACAACTG-1 1 0.000
#> ATAGTTGACCCTCA-1 2 0.000
#> ATAGTTGAGACGTT-1 1 0.000
#> ATAGTTGATAAGCC-1 1 0.000
#> ATATACGAAGCCAT-1 1 0.000
#> ATATACGAATTGGC-1 1 0.000
#> ATATAGTGGAATGA-1 2 0.000
#> ATATGCCTAGATCC-1 2 0.000
#> ATATGCCTGGACAG-1 1 0.000
#> ATATGCCTTCTCTA-1 1 0.000
#> ATATGCCTTGGTAC-1 1 0.000
#> ATCAAATGAGCCTA-1 2 0.000
#> ATCAAATGGGTAAA-1 2 0.000
#> ATCAACCTAAACGA-1 1 0.000
#> ATCAACCTGAGGAC-1 1 0.000
#> ATCAACCTTCTCTA-1 3 0.498
#> ATCAACCTTTGTCT-1 1 0.000
#> ATCACACTTTGTCT-1 1 0.000
#> ATCACGGATTTCGT-1 4 0.000
#> ATCATCTGACACCA-1 3 0.000
#> ATCATGCTAGAGTA-1 3 0.000
#> ATCATGCTGAACCT-1 4 0.000
#> ATCCAGGACGCTAA-1 2 0.000
#> ATCCAGGATGGAAA-1 1 0.000
#> ATCCATACTCCTTA-1 2 0.000
#> ATCCATACTTCATC-1 2 0.000
#> ATCCCGTGCAGTCA-1 3 0.000
#> ATCCCGTGCATGCA-1 4 0.000
#> ATCCCGTGGCTGAT-1 4 0.000
#> ATCCGCACGCATCA-1 4 0.000
#> ATCCTAACGACGGA-1 4 0.000
#> ATCCTAACGCTACA-1 3 0.249
#> ATCGACGAAACTGC-1 2 0.000
#> ATCGACGAATGACC-1 1 0.000
#> ATCGAGTGGACGTT-1 3 0.000
#> ATCGCAGAATCTCT-1 2 0.000
#> ATCGCAGAGTGTCA-1 4 0.000
#> ATCGCCACTGAGGG-1 3 0.253
#> ATCGCCTGGGTCAT-1 1 0.000
#> ATCGCCTGTGGCAT-1 4 0.000
#> ATCGCGCTCAGAGG-1 2 0.000
#> ATCGCGCTGGGATG-1 1 0.000
#> ATCGCGCTTTTCGT-1 4 0.000
#> ATCGGAACCAGTCA-1 1 0.000
#> ATCGGTGAGTCAAC-1 1 0.000
#> ATCGGTGATTGCAG-1 1 0.000
#> ATCGTTTGCCTACC-1 2 0.000
#> ATCGTTTGGGTACT-1 2 0.000
#> ATCGTTTGTGCCAA-1 2 0.000
#> ATCTACACCCGCTT-1 2 0.000
#> ATCTACACCGGGAA-1 1 0.000
#> ATCTCAACAGGAGC-1 4 0.000
#> ATCTCAACCTCGAA-1 1 0.000
#> ATCTCAACCTTGTT-1 2 0.000
#> ATCTGGGAAACCAC-1 2 0.000
#> ATCTGGGAAGTGTC-1 2 0.000
#> ATCTGGGATTCCGC-1 1 0.751
#> ATCTGTTGAACGGG-1 1 0.000
#> ATCTGTTGACCTCC-1 1 0.000
#> ATCTGTTGCCTTCG-1 2 0.000
#> ATCTGTTGGTTGCA-1 1 0.000
#> ATCTTGACACCAAC-1 1 0.000
#> ATCTTGACCTCCCA-1 2 0.000
#> ATCTTTCTGCATCA-1 1 1.000
#> ATCTTTCTGTTTCT-1 1 1.000
#> ATCTTTCTTGTCCC-1 3 0.000
#> ATGAAACTCTGTGA-1 1 0.000
#> ATGAAACTGAGGCA-1 1 0.000
#> ATGAAGGAACAGCT-1 3 0.249
#> ATGAAGGACCTGTC-1 4 0.000
#> ATGAAGGACCTTAT-1 4 0.000
#> ATGAAGGACTAGTG-1 4 0.000
#> ATGAAGGACTTGCC-1 3 0.000
#> ATGACGTGACGACT-1 4 0.000
#> ATGACGTGATCGGT-1 2 0.000
#> ATGAGAGAAAGTGA-1 1 0.000
#> ATGAGAGAACGCAT-1 1 0.000
#> ATGAGAGAAGTAGA-1 4 0.000
#> ATGAGCACACAGCT-1 1 0.000
#> ATGAGCACATCTTC-1 1 0.000
#> ATGATAACTTCACT-1 3 0.000
#> ATGATATGAAACAG-1 1 0.000
#> ATGATATGACTGGT-1 1 0.000
#> ATGATATGAGCACT-1 1 0.000
#> ATGATATGGTCATG-1 1 0.000
#> ATGATATGGTGCTA-1 3 0.000
#> ATGATATGTTGTCT-1 2 0.000
#> ATGCACGAATGTCG-1 4 0.000
#> ATGCACGACTGTAG-1 1 0.000
#> ATGCACGAGAACCT-1 4 0.000
#> ATGCACGAGTTCGA-1 1 0.000
#> ATGCACGATTGGTG-1 2 0.000
#> ATGCAGTGTTACCT-1 4 0.000
#> ATGCAGTGTTCTAC-1 1 0.000
#> ATGCCAGAACGACT-1 1 0.000
#> ATGCCAGACAGTCA-1 2 0.000
#> ATGCCGCTTGAACC-1 2 0.000
#> ATGCGATGCTATGG-1 2 0.000
#> ATGCGATGCTGAGT-1 1 0.000
#> ATGCGATGGTTACG-1 4 0.000
#> ATGCGCCTTCATTC-1 1 0.000
#> ATGCTTTGCGAATC-1 1 0.000
#> ATGCTTTGGGCGAA-1 1 1.000
#> ATGCTTTGTAGTCG-1 4 0.000
#> ATGGACACATCGGT-1 1 0.000
#> ATGGACACGCATCA-1 3 0.000
#> ATGGGTACAACCTG-1 4 0.000
#> ATGGGTACATCGGT-1 3 0.000
#> ATGGGTACTATTCC-1 1 0.000
#> ATGGGTACTGGGAG-1 1 0.000
#> ATGTAAACACCTCC-1 1 0.000
#> ATGTAAACCCGCTT-1 1 0.000
#> ATGTAAACGGGATG-1 2 0.000
#> ATGTAAACTCTCCG-1 1 0.000
#> ATGTAAACTTCACT-1 2 0.000
#> ATGTACCTCAGTCA-1 1 0.000
#> ATGTACCTTAGTCG-1 1 0.000
#> ATGTACCTTTATCC-1 2 0.000
#> ATGTACCTTTCACT-1 3 0.000
#> ATGTCACTAATGCC-1 2 0.000
#> ATGTCACTCTGCTC-1 1 0.000
#> ATGTCGGAGGTGAG-1 1 0.000
#> ATGTTCACAGTCTG-1 2 0.000
#> ATGTTCACCGTAGT-1 1 0.000
#> ATGTTGCTTTCAGG-1 1 0.000
#> ATTAACGATGAGAA-1 3 0.000
#> ATTAACGATGCAAC-1 3 0.000
#> ATTAAGACTGCAGT-1 1 0.000
#> ATTACCTGCCTTAT-1 2 0.000
#> ATTACCTGGAGGAC-1 2 0.000
#> ATTAGATGTTTCAC-1 1 0.000
#> ATTATGGAATCTCT-1 1 0.000
#> ATTCAAGAACGGGA-1 1 0.000
#> ATTCAAGACCTTTA-1 1 0.000
#> ATTCAGCTCATTGG-1 3 0.000
#> ATTCCAACCATTGG-1 2 0.000
#> ATTCCAACTTAGGC-1 3 0.000
#> ATTCGACTCACTAG-1 3 1.000
#> ATTCGACTGAATAG-1 2 0.000
#> ATTCGACTTTTGTC-1 2 0.000
#> ATTCGGGAAAGGCG-1 2 0.000
#> ATTCGGGATTAGGC-1 1 0.000
#> ATTCTTCTGATACC-1 1 0.000
#> ATTGAATGGACGGA-1 1 0.000
#> ATTGATGAAGGTTC-1 1 0.000
#> ATTGATGACTGAGT-1 1 0.000
#> ATTGATGAGCGAAG-1 1 0.000
#> ATTGATGATCTATC-1 1 0.000
#> ATTGCACTGACGGA-1 1 0.000
#> ATTGCACTGAGAGC-1 2 0.000
#> ATTGCACTGGAGCA-1 2 0.000
#> ATTGCACTTAGCCA-1 1 0.000
#> ATTGCACTTGCTTT-1 2 0.000
#> ATTGCTTGTTACTC-1 4 0.000
#> ATTGGTCTGACTAC-1 4 0.000
#> ATTGGTCTTGTCTT-1 4 0.000
#> ATTGTAGATTCCCG-1 2 0.000
#> ATTGTAGATTGCAG-1 1 0.000
#> ATTGTCTGCGTACA-1 1 0.000
#> ATTTAGGAACCATG-1 2 0.000
#> ATTTAGGACAGAGG-1 1 0.000
#> ATTTCCGAGATGAA-1 1 0.000
#> ATTTCCGAGTGCTA-1 1 0.000
#> ATTTCGTGTATGGC-1 3 0.000
#> ATTTCTCTACTTTC-1 2 0.000
#> ATTTCTCTAGCAAA-1 1 1.000
#> ATTTCTCTCACTTT-1 2 0.000
#> ATTTCTCTTCCCAC-1 1 0.000
#> ATTTGCACAAGATG-1 2 0.000
#> CAAAGCACAGCTCA-1 1 0.000
#> CAAAGCACCGTAAC-1 4 0.000
#> CAAAGCACGGTAAA-1 3 0.000
#> CAAAGCTGAAAGTG-1 1 0.000
#> CAAAGCTGTTGCTT-1 2 0.000
#> CAAATATGTGACAC-1 1 0.000
#> CAAATTGAGGGCAA-1 1 0.000
#> CAAATTGATGGAGG-1 2 0.000
#> CAACCAGAAAAGTG-1 1 0.000
#> CAACCAGAAGTGCT-1 1 0.000
#> CAACCAGAGTTCAG-1 2 0.000
#> CAACCAGATAGAAG-1 2 0.000
#> CAACCGCTGTTCAG-1 1 0.000
#> CAACCGCTTTGAGC-1 1 0.000
#> CAACGATGCGCAAT-1 2 0.000
#> CAACGTGACTCCAC-1 2 0.000
#> CAACGTGAGCCATA-1 3 0.000
#> CAACGTGATCAAGC-1 2 0.000
#> CAAGAAGACCACAA-1 3 0.249
#> CAAGAAGACGTCTC-1 2 0.000
#> CAAGAAGATTCTAC-1 1 0.000
#> CAAGACTGACCTGA-1 4 0.000
#> CAAGACTGAGTAGA-1 4 0.000
#> CAAGCTGACCATAG-1 2 0.000
#> CAAGCTGATCTATC-1 3 0.000
#> CAAGGACTGTTCAG-1 1 0.000
#> CAAGGACTTCTTTG-1 3 1.000
#> CAAGGTTGCTCCAC-1 1 0.000
#> CAAGGTTGTCATTC-1 4 0.000
#> CAAGGTTGTCTGGA-1 3 0.000
#> CAAGTCGAAACAGA-1 4 0.000
#> CAAGTCGATAGCGT-1 2 0.000
#> CAATAAACGCCATA-1 2 0.000
#> CAATAATGAACTGC-1 2 0.000
#> CAATATGACATGGT-1 1 0.000
#> CAATATGACCTTCG-1 3 0.000
#> CAATATGACGTTAG-1 1 0.000
#> CAATATGAGGAGCA-1 1 0.000
#> CAATCGGAGAAACA-1 1 0.000
#> CAATCTACTGACTG-1 3 0.000
#> CAATTCACCCAACA-1 3 0.000
#> CAATTCACGATAGA-1 1 0.000
#> CAATTCACTTGTGG-1 1 0.000
#> CAATTCTGCTTGTT-1 2 0.000
#> CAATTCTGGCGTAT-1 2 0.000
#> CACAACGATACGAC-1 1 0.000
#> CACAATCTTGTTCT-1 1 0.249
#> CACAATCTTTCCAT-1 1 0.000
#> CACACCTGCTTGAG-1 1 0.000
#> CACACCTGTATGGC-1 1 0.000
#> CACAGAACCCTTGC-1 4 0.000
#> CACAGAACCTGATG-1 1 0.000
#> CACAGATGGGATTC-1 1 0.000
#> CACAGATGGTTTCT-1 2 0.000
#> CACAGCCTGATACC-1 1 0.000
#> CACAGCCTTGCCAA-1 2 0.000
#> CACAGCCTTGTAGC-1 1 0.000
#> CACAGTGATGAAGA-1 2 0.000
#> CACATACTACAGCT-1 3 0.502
#> CACATGGAACACGT-1 1 0.000
#> CACATGGAAGTCGT-1 1 0.000
#> CACCACTGCCAACA-1 1 0.000
#> CACCACTGGCGAAG-1 3 0.000
#> CACCCATGTTCTGT-1 3 1.000
#> CACCGGGAATCGAC-1 1 0.000
#> CACCGGGACGAGAG-1 3 0.000
#> CACCGGGACGTGTA-1 1 0.000
#> CACCGGGACTTCTA-1 3 0.000
#> CACCGGGACTTGCC-1 3 0.000
#> CACCGGGATTCGGA-1 3 0.000
#> CACCGTACTAAGGA-1 4 0.000
#> CACCGTACTAGCGT-1 1 0.000
#> CACCTGACACCCAA-1 3 0.000
#> CACCTGACCAGAAA-1 1 0.000
#> CACCTGACCTCAAG-1 3 0.000
#> CACCTGACGAAAGT-1 4 0.000
#> CACCTGACTCGTAG-1 1 0.000
#> CACGAAACTTCCGC-1 4 0.000
#> CACGACCTCGATAC-1 4 0.000
#> CACGCTACAGAAGT-1 1 1.000
#> CACGCTACTGTTCT-1 4 0.000
#> CACGGGACAGAGTA-1 1 0.000
#> CACGGGACATAAGG-1 1 0.000
#> CACGGGACGTAGGG-1 1 0.000
#> CACGGGTGCTTCGC-1 3 0.000
#> CACGGGTGGAGGAC-1 3 0.000
#> CACGGGTGTGTTTC-1 1 0.000
#> CACTAACTCCTAAG-1 4 0.000
#> CACTAACTGAAAGT-1 1 0.000
#> CACTAGGATGATGC-1 4 0.000
#> CACTATACCCCGTT-1 4 0.000
#> CACTATACGTTTGG-1 3 0.000
#> CACTGAGACAGTCA-1 2 0.000
#> CACTGCACTTCATC-1 1 0.000
#> CACTGCTGAGACTC-1 2 0.000
#> CACTGCTGGAAAGT-1 1 0.000
#> CACTTAACCGAATC-1 1 0.000
#> CACTTAACCGTACA-1 4 0.000
#> CACTTTGACTCTAT-1 3 0.000
#> CACTTTGAGCTGTA-1 1 1.000
#> CAGAAGCTCTCAAG-1 1 0.000
#> CAGACATGAACGGG-1 1 0.000
#> CAGACATGTCGACA-1 1 0.000
#> CAGACCCTAAGGTA-1 2 0.000
#> CAGACCCTAATGCC-1 1 0.000
#> CAGACCCTAGGAGC-1 1 0.000
#> CAGACTGAGTATGC-1 1 0.000
#> CAGATCGAATGTCG-1 4 0.000
#> CAGATCGACCTGAA-1 1 0.000
#> CAGATCGATATGGC-1 1 0.000
#> CAGATGACATTCTC-1 3 0.000
#> CAGCAATGCCTTCG-1 1 0.000
#> CAGCAATGGAGGGT-1 3 0.000
#> CAGCAATGGTGCTA-1 1 0.000
#> CAGCAATGTCTACT-1 2 0.000
#> CAGCAATGTGACCA-1 1 0.000
#> CAGCAATGTGAGGG-1 2 0.000
#> CAGCACCTAAGCCT-1 1 0.000
#> CAGCACCTAGGCGA-1 1 0.000
#> CAGCACCTGTAGGG-1 2 0.000
#> CAGCATGACAACCA-1 2 0.000
#> CAGCATGAGACGTT-1 1 0.000
#> CAGCCTACCCAACA-1 1 0.000
#> CAGCCTTGCTACCC-1 2 0.000
#> CAGCCTTGGGGACA-1 1 0.000
#> CAGCGGACACCCTC-1 1 0.000
#> CAGCGGACCTTTAC-1 3 0.000
#> CAGCGTCTAAAGCA-1 1 0.000
#> CAGCGTCTTATCGG-1 1 0.000
#> CAGCTAGATGTGAC-1 2 0.000
#> CAGCTCTGAGGCGA-1 1 0.000
#> CAGCTCTGCAAGCT-1 3 0.000
#> CAGCTCTGTCGTAG-1 2 0.000
#> CAGCTCTGTGTGGT-1 3 0.000
#> CAGGAACTAACTGC-1 1 1.000
#> CAGGAACTCTCAGA-1 2 0.000
#> CAGGCCGAACACCA-1 1 0.000
#> CAGGCCGAACACGT-1 1 0.000
#> CAGGCCGAACGACT-1 1 0.000
#> CAGGCCGAATCTCT-1 2 0.000
#> CAGGCCGACTAGCA-1 4 0.000
#> CAGGGCACCATACG-1 4 0.000
#> CAGGGCACCCAACA-1 1 0.000
#> CAGGGCACTCCCGT-1 1 0.000
#> CAGGTAACAGACTC-1 2 0.000
#> CAGGTATGAGTCGT-1 1 0.000
#> CAGGTATGTGCTTT-1 1 0.000
#> CAGGTTGAGGATCT-1 4 0.000
#> CAGTGATGGACGGA-1 4 0.000
#> CAGTGATGGCTAAC-1 3 0.000
#> CAGTGATGGGACAG-1 1 0.000
#> CAGTGATGTAAGGA-1 4 0.000
#> CAGTGATGTACGCA-1 4 0.249
#> CAGTGTGATGTCAG-1 1 0.000
#> CAGTTACTAAGGTA-1 4 0.000
#> CAGTTACTGATAGA-1 1 0.000
#> CAGTTGGAAAGAGT-1 2 0.000
#> CAGTTGGACATACG-1 1 0.000
#> CAGTTTACACACGT-1 3 0.000
#> CAGTTTACCCCAAA-1 1 0.000
#> CATAAAACGGAGCA-1 2 0.000
#> CATAAATGAACTGC-1 1 0.000
#> CATAACCTTCTCCG-1 1 0.000
#> CATACTACCTCGAA-1 1 0.000
#> CATACTACCTGAAC-1 1 0.000
#> CATACTACGTACCA-1 2 0.000
#> CATACTTGGGTTAC-1 2 0.000
#> CATAGTCTAATCGC-1 1 0.000
#> CATAGTCTCACTTT-1 1 0.000
#> CATATAGACTAAGC-1 2 0.000
#> CATATAGATCAGGT-1 4 0.000
#> CATCAACTAGAAGT-1 1 0.000
#> CATCAACTCCCTCA-1 1 0.000
#> CATCAGGACTTCCG-1 3 0.000
#> CATCAGGATAGCCA-1 3 0.000
#> CATCAGGATCCTAT-1 2 0.000
#> CATCAGGATGCACA-1 2 0.000
#> CATCAGGATTTCGT-1 2 0.000
#> CATCATACCGCATA-1 2 0.000
#> CATCATACGGAGCA-1 4 0.000
#> CATCATACTCAAGC-1 1 0.000
#> CATCGCTGGGATCT-1 1 0.000
#> CATCGCTGTGGCAT-1 4 0.000
#> CATCGGCTATGCTG-1 1 0.000
#> CATCGGCTTTGGCA-1 1 0.000
#> CATCTCCTATGTGC-1 4 0.000
#> CATCTCCTCGAACT-1 2 0.000
#> CATGAGACACGGGA-1 4 0.000
#> CATGAGACGTTGAC-1 3 0.000
#> CATGAGACTCGCCT-1 1 0.000
#> CATGCCACGGGTGA-1 1 0.000
#> CATGCCACTGCCAA-1 1 0.000
#> CATGCGCTAGTCAC-1 2 0.000
#> CATGCGCTCAGATC-1 2 0.000
#> CATGCGCTTTGCAG-1 2 0.000
#> CATGGCCTAGGGTG-1 2 0.000
#> CATGGCCTGTGCAT-1 1 0.000
#> CATGTACTATCGTG-1 3 0.000
#> CATGTTACAGTCGT-1 3 0.498
#> CATGTTACCTGAGT-1 1 0.000
#> CATGTTTGGGGATG-1 2 0.000
#> CATTACACACGGAG-1 4 0.000
#> CATTACACCAACTG-1 3 0.000
#> CATTACACGGAGTG-1 1 0.000
#> CATTACACTACTCT-1 1 0.000
#> CATTAGCTCCACAA-1 2 0.000
#> CATTGACTAGCGGA-1 2 0.000
#> CATTGGGACTCGAA-1 1 0.000
#> CATTGTACAGCGTT-1 1 0.000
#> CATTGTACTCGATG-1 4 0.000
#> CATTGTACTTATCC-1 1 0.000
#> CATTGTACTTTGCT-1 2 0.000
#> CATTGTTGCTAGTG-1 1 0.000
#> CATTTCGACTCTAT-1 3 0.000
#> CATTTCGAGATACC-1 3 0.000
#> CATTTGACCACACA-1 3 0.000
#> CATTTGACCCTGAA-1 3 1.000
#> CATTTGTGACGACT-1 4 0.000
#> CATTTGTGCATTGG-1 1 0.000
#> CATTTGTGCGGAGA-1 1 0.000
#> CATTTGTGGGATCT-1 4 0.000
#> CCAAAGTGCTACGA-1 2 0.000
#> CCAAAGTGTGAGAA-1 2 0.000
#> CCAACCTGAAGTAG-1 3 0.000
#> CCAACCTGACGTAC-1 2 0.000
#> CCAACCTGTTCGCC-1 2 0.253
#> CCAAGAACCCAATG-1 1 0.000
#> CCAAGAACGTAGCT-1 1 0.000
#> CCAAGAACGTGTCA-1 1 0.000
#> CCAAGAACTACTGG-1 3 0.000
#> CCAAGAACTCCTAT-1 4 0.000
#> CCAAGATGTCATTC-1 1 0.000
#> CCAAGATGTTTCAC-1 1 0.000
#> CCAAGTGAGGAACG-1 1 0.000
#> CCAAGTGATCAAGC-1 1 0.000
#> CCAATTTGAACGTC-1 2 0.000
#> CCACCATGAACGTC-1 1 0.000
#> CCACCATGATCGGT-1 1 0.000
#> CCACCATGGACGAG-1 2 0.000
#> CCACCATGGGGAGT-1 1 0.000
#> CCACCATGTCCTGC-1 3 0.000
#> CCACTGACCCGCTT-1 2 0.000
#> CCACTGTGGGAAGC-1 2 0.000
#> CCACTGTGTGTAGC-1 1 0.000
#> CCACTTCTCGGGAA-1 2 0.000
#> CCAGAAACCCTGTC-1 4 0.000
#> CCAGAAACGAACTC-1 1 0.000
#> CCAGAAACGGTCTA-1 1 0.000
#> CCAGACCTCTGAGT-1 4 0.751
#> CCAGACCTTGTGGT-1 1 0.000
#> CCAGCACTGCGATT-1 2 0.000
#> CCAGCGGAAAGGCG-1 2 0.000
#> CCAGCGGACGACTA-1 2 0.000
#> CCAGCGGATGGGAG-1 1 0.000
#> CCAGCTACACAGTC-1 1 0.000
#> CCAGCTACCAGCTA-1 4 0.000
#> CCAGGTCTACACCA-1 4 0.000
#> CCAGGTCTAGCATC-1 2 0.000
#> CCAGGTCTATGGTC-1 1 0.000
#> CCAGTCACACTGGT-1 2 0.000
#> CCAGTCACACTGTG-1 4 0.000
#> CCAGTCACGTTGTG-1 1 0.000
#> CCAGTGCTAACCAC-1 1 0.000
#> CCAGTGCTCGTAGT-1 1 0.000
#> CCATCCGAAAGCAA-1 1 0.000
#> CCATCCGAACGACT-1 1 0.747
#> CCATCCGAAGGTTC-1 4 0.000
#> CCATCCGATTCGCC-1 2 0.000
#> CCATCGTGAACGGG-1 1 0.000
#> CCATCGTGCTAGAC-1 2 0.000
#> CCCAACACCTCGCT-1 4 0.000
#> CCCAACACGCATCA-1 1 0.000
#> CCCAACACTTTGTC-1 2 0.000
#> CCCAACTGCAATCG-1 2 0.000
#> CCCAGACTGCCTTC-1 2 0.000
#> CCCAGACTGGTTTG-1 4 0.000
#> CCCAGACTTTCGCC-1 2 0.000
#> CCCAGTTGCAGTTG-1 2 0.000
#> CCCAGTTGGGTACT-1 1 0.000
#> CCCAGTTGTCTATC-1 4 0.000
#> CCCGATTGTGTTTC-1 1 0.000
#> CCCGGAGAAGGGTG-1 2 0.000
#> CCCTACGAATTGGC-1 2 0.000
#> CCCTAGTGCAAAGA-1 1 0.000
#> CCCTCAGACACTTT-1 4 0.000
#> CCCTCAGACGAGAG-1 1 0.000
#> CCCTCAGAGGTCAT-1 1 0.000
#> CCCTGAACTAAAGG-1 4 0.000
#> CCCTGATGCAACCA-1 1 0.000
#> CCCTGATGCAAGCT-1 4 0.000
#> CCCTTACTAACCAC-1 2 0.000
#> CCCTTACTGCAGTT-1 1 0.000
#> CCGAAAACCTTGTT-1 2 0.000
#> CCGACACTGGTTTG-1 1 0.000
#> CCGACTACCCAGTA-1 2 0.000
#> CCGACTACCGTGTA-1 1 0.000
#> CCGACTACTGAGGG-1 1 0.000
#> CCGATAGACCTAAG-1 1 0.000
#> CCGATAGAGTTGGT-1 2 0.000
#> CCGCGAGACACACA-1 2 0.000
#> CCGCGAGAGGTTCA-1 1 0.253
#> CCGCTATGGGACGA-1 4 0.000
#> CCGCTATGTGCAAC-1 2 0.000
#> CCGCTATGTGCACA-1 2 0.000
#> CCGGTACTGTCCTC-1 1 0.000
#> CCGTACACAAGCAA-1 1 0.000
#> CCGTACACAGCGTT-1 4 0.000
#> CCGTACACGTCATG-1 3 0.000
#> CCGTACACGTTGGT-1 2 0.000
#> CCGTACACTAACGC-1 1 0.000
#> CCTAAACTTTCGTT-1 1 0.000
#> CCTAAGGACCCAAA-1 1 0.000
#> CCTAAGGACTAGCA-1 2 0.000
#> CCTAAGGAGGGCAA-1 3 0.000
#> CCTAAGGATGATGC-1 1 0.000
#> CCTAAGGATGTCAG-1 1 0.000
#> CCTACCGACTCTTA-1 1 0.000
#> CCTACCGAGGGATG-1 4 0.000
#> CCTAGAGAGGTGAG-1 4 0.000
#> CCTATAACCAAAGA-1 1 0.000
#> CCTATAACGAGACG-1 2 0.000
#> CCTATAACTCAGAC-1 1 0.000
#> CCTATAACTGCATG-1 2 0.000
#> CCTCGAACACTTTC-1 3 0.000
#> CCTCGAACCCGTAA-1 2 0.000
#> CCTCGAACGTATCG-1 1 0.000
#> CCTCGAACTTACTC-1 1 0.000
#> CCTCTACTCTTCGC-1 2 0.000
#> CCTCTACTGGCATT-1 1 0.000
#> CCTGACTGAAGTAG-1 1 1.000
#> CCTGACTGGGGAGT-1 1 0.000
#> CCTGACTGTGTCTT-1 4 0.000
#> CCTGCAACACGTTG-1 2 0.000
#> CCTGGACTCGTGAT-1 1 0.000
#> CCTTAATGCCCAAA-1 4 0.000
#> CCTTAATGTTCTAC-1 2 0.000
#> CCTTCACTACGACT-1 1 0.000
#> CCTTCACTCAGTCA-1 4 0.000
#> CCTTCACTGGAGTG-1 2 0.000
#> CCTTTAGATTCATC-1 2 0.000
#> CGAACATGCCCTAC-1 2 0.000
#> CGAACATGTCAGAC-1 1 0.000
#> CGAAGACTGGAACG-1 1 0.747
#> CGAAGACTGTTACG-1 1 0.000
#> CGAAGGGAAACCTG-1 3 0.000
#> CGAAGGGATCCGAA-1 4 0.000
#> CGAAGTACCAACTG-1 4 0.000
#> CGAATCGAGGAGCA-1 2 0.000
#> CGAATCGAGGAGGT-1 1 0.000
#> CGACAAACCCATAG-1 1 0.000
#> CGACAAACCGACAT-1 4 0.000
#> CGACCACTAAAGTG-1 3 0.000
#> CGACCACTGCCAAT-1 3 0.000
#> CGACCGGAAGGTCT-1 1 0.000
#> CGACCGGATGGAAA-1 1 0.000
#> CGACCTTGCTAGTG-1 1 0.000
#> CGACGTCTATCGTG-1 1 0.000
#> CGACGTCTCGTGTA-1 1 0.000
#> CGACGTCTGAGGCA-1 1 0.000
#> CGACTCACGTCGTA-1 1 0.000
#> CGACTCACGTTGCA-1 1 0.000
#> CGACTCTGTGTGAC-1 1 0.000
#> CGACTGCTTCCTCG-1 2 0.000
#> CGAGAACTAAGGCG-1 3 0.751
#> CGAGAACTACGTTG-1 1 0.000
#> CGAGAACTTGTTCT-1 2 0.000
#> CGAGATTGGACACT-1 3 0.000
#> CGAGATTGGCCATA-1 3 0.000
#> CGAGCCGAACACCA-1 1 0.000
#> CGAGCCGAGGCGAA-1 1 0.000
#> CGAGCGTGCTCCAC-1 1 0.000
#> CGAGCGTGGATACC-1 1 0.000
#> CGAGCGTGTATGCG-1 2 0.000
#> CGAGGAGACCTCCA-1 4 0.000
#> CGAGGAGATGTCGA-1 1 0.000
#> CGAGGCACCTATGG-1 3 0.000
#> CGAGGCACTATGCG-1 2 0.000
#> CGAGGCACTCTTCA-1 1 0.000
#> CGAGGCTGACGCTA-1 3 0.000
#> CGAGGCTGGCAGTT-1 2 0.000
#> CGAGGGCTACGACT-1 4 0.000
#> CGAGGGCTCGAATC-1 1 0.000
#> CGAGTATGTCACCC-1 2 0.000
#> CGATACGAACAGTC-1 2 0.000
#> CGATACGACAGGAG-1 3 0.000
#> CGATACGATTCACT-1 4 0.000
#> CGATAGACCCGTAA-1 2 0.000
#> CGATAGACCGTACA-1 1 1.000
#> CGATAGACGTAGGG-1 2 0.000
#> CGATAGACTGTTCT-1 1 0.000
#> CGATCAGAAGAACA-1 3 0.751
#> CGATCAGAGAGGGT-1 1 0.000
#> CGATCAGAGGTACT-1 1 0.000
#> CGATCAGATGTGAC-1 2 0.000
#> CGATCCACCGGGAA-1 3 0.502
#> CGATCCACTTCCAT-1 4 0.000
#> CGCAAATGCTCGAA-1 1 0.000
#> CGCAACCTCCTTGC-1 1 0.000
#> CGCAACCTGGACGA-1 1 0.000
#> CGCACGGAGGACGA-1 4 0.000
#> CGCACGGATCTTTG-1 1 0.000
#> CGCACTACAGAATG-1 1 0.000
#> CGCACTACAGCCAT-1 1 0.000
#> CGCACTACATTGGC-1 1 0.000
#> CGCACTACTCGCCT-1 4 0.000
#> CGCACTACTCGTGA-1 1 0.747
#> CGCACTTGTCACGA-1 2 0.000
#> CGCAGGACAGATCC-1 1 1.000
#> CGCAGGACCTACTT-1 1 0.000
#> CGCAGGACTTGTCT-1 2 0.000
#> CGCAGGTGCACTGA-1 1 0.000
#> CGCAGGTGCCATAG-1 2 0.000
#> CGCAGGTGGGAACG-1 1 1.000
#> CGCATAGATCACGA-1 2 0.000
#> CGCCATACTGCAAC-1 1 0.000
#> CGCCATTGAGAGGC-1 1 0.000
#> CGCCATTGCTATGG-1 1 0.000
#> CGCCATTGGAGACG-1 1 0.000
#> CGCCATTGGAGCAG-1 4 0.000
#> CGCCATTGTACTGG-1 4 0.000
#> CGCCGAGAGCTTAG-1 3 0.000
#> CGCCTAACGAATGA-1 2 0.000
#> CGCCTAACTGCTCC-1 1 0.000
#> CGCGAGACACAGCT-1 1 0.000
#> CGCGAGACAGGTCT-1 4 0.000
#> CGCGAGACGCTACA-1 1 0.000
#> CGCGATCTCAGTCA-1 2 0.000
#> CGCGATCTGTTGAC-1 2 0.000
#> CGCGATCTTTCTTG-1 4 0.000
#> CGCGGATGGCCAAT-1 1 0.000
#> CGCTAAGAATGTCG-1 1 0.000
#> CGCTAAGACAACTG-1 1 0.000
#> CGCTAAGACCCTTG-1 1 0.000
#> CGCTACTGAACAGA-1 2 0.000
#> CGCTACTGAGAACA-1 1 0.000
#> CGCTACTGTGAGCT-1 1 0.000
#> CGCTACTGTTCCCG-1 3 0.000
#> CGCTCATGCATTTC-1 2 0.000
#> CGGAATTGGTTTGG-1 1 0.000
#> CGGAATTGTGGAGG-1 1 0.000
#> CGGACCGATGCGTA-1 3 0.000
#> CGGACCGATGGGAG-1 1 0.000
#> CGGACTCTAAACAG-1 4 0.000
#> CGGACTCTCCAATG-1 1 0.000
#> CGGACTCTCCTCGT-1 3 0.000
#> CGGAGGCTATTCCT-1 1 0.000
#> CGGAGGCTTGGATC-1 1 0.000
#> CGGATAACAACGAA-1 2 0.000
#> CGGATAACAGCTCA-1 1 0.000
#> CGGATAACTCAGTG-1 2 0.000
#> CGGCACGAACTCAG-1 1 0.249
#> CGGCACGAAGGGTG-1 1 0.000
#> CGGCACGACTACGA-1 2 0.000
#> CGGCATCTTAGAAG-1 1 0.000
#> CGGCATCTTCGTAG-1 2 0.000
#> CGGCCAGAAAGGTA-1 1 0.000
#> CGGCCAGAGAGGCA-1 3 0.000
#> CGGCGAACCAGTCA-1 2 0.000
#> CGGCGAACGACAAA-1 3 0.000
#> CGGCGAACGGTCTA-1 1 0.000
#> CGGCGAACTACTTC-1 3 0.000
#> CGGGACTGCGTGTA-1 1 0.000
#> CGGGACTGGAATAG-1 3 0.000
#> CGGGCATGACCCAA-1 3 0.000
#> CGGGCATGTCTCTA-1 3 0.000
#> CGGGCATGTTGTGG-1 1 0.000
#> CGGTAAACTCGCAA-1 1 0.000
#> CGGTCACTGTTTGG-1 1 0.000
#> CGGTCACTTACTTC-1 1 0.000
#> CGTAACGATCGCCT-1 1 0.000
#> CGTACCACACACAC-1 1 0.000
#> CGTACCACACGTTG-1 1 0.000
#> CGTACCACCTCATT-1 1 0.000
#> CGTACCACGGAGCA-1 1 0.000
#> CGTACCTGGCATCA-1 3 0.000
#> CGTAGCCTCTCTCG-1 2 0.000
#> CGTAGCCTGCGAAG-1 1 0.000
#> CGTAGCCTGTATGC-1 2 0.000
#> CGTCAAGAAAGGTA-1 2 0.000
#> CGTCAAGAACGTGT-1 1 0.000
#> CGTCAAGACAGAGG-1 1 0.000
#> CGTCAAGACAGGAG-1 3 0.000
#> CGTCCATGCTCTTA-1 1 0.000
#> CGTCGACTTTCCGC-1 1 1.000
#> CGTGATGACGCTAA-1 1 0.000
#> CGTGATGAGGTTCA-1 1 0.000
#> CGTGCACTTATGGC-1 2 0.000
#> CGTGTAGAAAAACG-1 1 0.000
#> CGTGTAGACGATAC-1 3 0.000
#> CGTGTAGAGTTACG-1 3 0.000
#> CGTGTAGAGTTCAG-1 2 0.000
#> CGTGTAGATTCGGA-1 3 0.000
#> CGTTAGGAAACCAC-1 1 0.000
#> CGTTAGGATCATTC-1 2 0.000
#> CGTTATACCCTGAA-1 3 0.000
#> CGTTTAACTGGTCA-1 1 0.000
#> CTAAACCTCTGACA-1 3 0.000
#> CTAAACCTGTGCAT-1 4 0.000
#> CTAACACTAACGTC-1 1 0.000
#> CTAACACTAGTGCT-1 2 0.000
#> CTAACGGAACCGAT-1 3 0.000
#> CTAACGGATTTCTG-1 1 0.000
#> CTAACTACGGCAAG-1 1 1.000
#> CTAAGGACACCATG-1 1 0.000
#> CTAAGGACCGTTAG-1 1 0.000
#> CTAAGGACGCCATA-1 2 0.000
#> CTAAGGTGCCTAAG-1 4 0.000
#> CTAAGGTGTTGCAG-1 1 0.000
#> CTAAGGTGTTTCTG-1 1 0.000
#> CTAATAGAGCTATG-1 1 0.000
#> CTAATGCTTGTGGT-1 2 0.000
#> CTACAACTCCCGTT-1 3 0.000
#> CTACCTCTCAACCA-1 1 0.000
#> CTACGCACACCTAG-1 2 0.000
#> CTACGCACTCTCCG-1 1 0.000
#> CTACGCACTGGTCA-1 3 0.000
#> CTACGGCTTTCTTG-1 2 0.000
#> CTACTATGAACCAC-1 2 0.000
#> CTACTATGATGTGC-1 2 0.000
#> CTACTATGCTAAGC-1 1 0.000
#> CTACTATGTAAAGG-1 4 0.000
#> CTACTCCTATGTCG-1 3 0.000
#> CTACTCCTGCCATA-1 2 0.000
#> CTAGAGACACTTTC-1 1 0.000
#> CTAGAGACAGCATC-1 3 0.000
#> CTAGAGACTTTGGG-1 2 0.000
#> CTAGATCTCTCTAT-1 1 0.000
#> CTAGATCTTCGACA-1 1 0.000
#> CTAGGATGAGCCTA-1 4 0.498
#> CTAGGATGATCGTG-1 4 0.000
#> CTAGGCCTCTCAGA-1 1 0.000
#> CTAGGTGATGGTTG-1 2 0.000
#> CTAGTTACCAGAGG-1 1 0.000
#> CTAGTTACCGCATA-1 1 0.000
#> CTAGTTACGAAACA-1 3 0.000
#> CTATAAGATCGTTT-1 4 0.000
#> CTATACTGAGGTTC-1 2 0.000
#> CTATACTGCCAGTA-1 1 0.000
#> CTATACTGCGCTAA-1 2 0.000
#> CTATACTGCTACGA-1 3 0.000
#> CTATACTGTCTCAT-1 3 0.000
#> CTATACTGTTCGTT-1 1 0.502
#> CTATAGCTGTCACA-1 1 0.000
#> CTATAGCTTCGCTC-1 2 0.000
#> CTATAGCTTGCCTC-1 2 0.000
#> CTATCAACGAACTC-1 1 0.000
#> CTATCAACGCAGAG-1 1 0.000
#> CTATCAACTTTGGG-1 1 0.000
#> CTATCCCTCCACCT-1 2 0.000
#> CTATGTACGAGAGC-1 1 0.000
#> CTATGTACGCTTAG-1 1 0.000
#> CTATGTACTGTTTC-1 4 1.000
#> CTATGTTGAAAGCA-1 1 0.000
#> CTATGTTGTCCTCG-1 1 0.000
#> CTATGTTGTCTCGC-1 1 0.000
#> CTATTGACAAACGA-1 2 0.000
#> CTATTGACACTGGT-1 2 0.000
#> CTATTGACGGTGAG-1 2 0.000
#> CTATTGTGGCAAGG-1 1 0.000
#> CTCAATTGGTTCAG-1 1 0.000
#> CTCAATTGGTTGCA-1 2 0.000
#> CTCAGAGATAGAAG-1 1 0.000
#> CTCAGCACTCTAGG-1 1 0.000
#> CTCAGCACTGAACC-1 2 0.000
#> CTCAGCACTTGCAG-1 1 0.000
#> CTCAGCTGAACCTG-1 2 0.000
#> CTCAGCTGCAGTTG-1 1 0.000
#> CTCAGGCTCGTTGA-1 2 0.000
#> CTCAGGCTGCTAAC-1 1 1.000
#> CTCATTGACCTTAT-1 1 0.000
#> CTCATTGATGCTTT-1 2 0.000
#> CTCCACGAGAGATA-1 2 0.000
#> CTCCATCTCTTAGG-1 1 0.000
#> CTCCATCTGACGAG-1 1 0.000
#> CTCCGAACAAGTGA-1 2 0.000
#> CTCCTACTGCCTTC-1 2 0.000
#> CTCGAAGATGTGGT-1 1 0.000
#> CTCGAAGATTAGGC-1 2 0.000
#> CTCGACTGCTCTAT-1 1 0.000
#> CTCGACTGGGTGAG-1 1 0.000
#> CTCGACTGGTTGAC-1 3 0.000
#> CTCGAGCTCTGGAT-1 3 0.000
#> CTCGCATGACTTTC-1 1 0.000
#> CTCGCATGCTTAGG-1 1 0.000
#> CTCTAAACCTCGAA-1 1 0.000
#> CTCTAAACGGCGAA-1 1 0.000
#> CTCTAATGTCCAAG-1 2 0.000
#> CTGAACGACAGTCA-1 1 0.000
#> CTGAACGATGAGGG-1 1 1.000
#> CTGAAGACCCAACA-1 1 0.000
#> CTGAAGACGTGCAT-1 4 0.000
#> CTGAAGTGAAGCCT-1 2 0.000
#> CTGAAGTGCAGCTA-1 4 0.000
#> CTGAAGTGGCTATG-1 1 0.000
#> CTGAAGTGTCCAGA-1 1 0.000
#> CTGAATCTGAATAG-1 1 0.498
#> CTGACAGAATCGTG-1 3 0.000
#> CTGACCACAGCAAA-1 1 0.000
#> CTGAGAACCGGGAA-1 1 0.000
#> CTGAGAACGTAAAG-1 3 0.000
#> CTGATACTAGTAGA-1 1 0.000
#> CTGATTTGGTGTTG-1 2 0.000
#> CTGCAGCTAACCGT-1 1 0.000
#> CTGCAGCTGACACT-1 1 0.000
#> CTGCAGCTGGATTC-1 2 0.000
#> CTGCAGCTTGGCAT-1 1 0.000
#> CTGCCAACAGGAGC-1 1 0.000
#> CTGCCAACCAGCTA-1 1 0.000
#> CTGCCAACTAACCG-1 2 0.000
#> CTGCCAACTGCTCC-1 3 1.000
#> CTGCCAACTTGCAG-1 1 0.000
#> CTGCCAACTTGCTT-1 1 0.000
#> CTGCGACTCCACCT-1 3 1.000
#> CTGGAAACAAACGA-1 3 0.000
#> CTGGAAACATCGAC-1 1 0.000
#> CTGGATGACTGGAT-1 3 0.000
#> CTGGATGACTTGTT-1 1 1.000
#> CTGGATGATGTGAC-1 4 0.000
#> CTGGCACTCAAGCT-1 2 0.000
#> CTGTAACTAACCAC-1 1 0.000
#> CTGTAACTAGCGTT-1 1 0.000
#> CTGTATACGTAAAG-1 1 0.000
#> CTGTATACGTACGT-1 2 0.000
#> CTGTATACGTTGGT-1 1 0.000
#> CTGTGAGACAACCA-1 2 0.000
#> CTGTGAGACCTTGC-1 3 0.000
#> CTGTGAGACGAACT-1 2 0.000
#> CTGTGAGACTGTAG-1 2 0.000
#> CTTAAAGAACCTGA-1 1 0.000
#> CTTAACACCTGTAG-1 1 0.000
#> CTTAACACTATCGG-1 4 0.000
#> CTTAAGCTACCTAG-1 1 0.000
#> CTTAAGCTAGTACC-1 1 0.000
#> CTTAAGCTCATCAG-1 1 0.000
#> CTTAAGCTCCGCTT-1 4 0.000
#> CTTACAACTAACGC-1 1 0.000
#> CTTACAACTCCCGT-1 2 0.000
#> CTTACTGACGTACA-1 1 0.000
#> CTTAGACTAAACGA-1 1 0.000
#> CTTAGGGACTTGCC-1 1 0.000
#> CTTAGGGAGAATCC-1 1 0.000
#> CTTATCGACTCATT-1 1 0.000
#> CTTCACCTACCTGA-1 2 0.000
#> CTTCATGAAGCATC-1 4 0.000
#> CTTCATGAAGTACC-1 1 0.000
#> CTTCATGACCGAAT-1 1 0.000
#> CTTGAACTACGCAT-1 1 0.000
#> CTTGATTGAGGTTC-1 3 0.000
#> CTTGATTGATCTTC-1 2 0.000
#> CTTGATTGCATTCT-1 1 0.000
#> CTTGATTGTTTCGT-1 1 0.000
#> CTTGTATGACACCA-1 4 0.000
#> CTTGTATGCGCAAT-1 4 0.000
#> CTTTACGAGCGAAG-1 1 0.000
#> CTTTAGACCGTGAT-1 1 0.000
#> CTTTAGACGAGACG-1 1 0.000
#> CTTTAGACGATACC-1 1 0.000
#> CTTTAGACGTTGGT-1 1 0.000
#> CTTTAGACTCATTC-1 1 0.249
#> CTTTAGTGACGGGA-1 3 0.000
#> CTTTAGTGGGTGGA-1 1 0.000
#> CTTTCAGAGAAACA-1 1 0.000
#> CTTTGATGAGCACT-1 1 0.000
#> CTTTGATGTCTAGG-1 1 0.000
#> CTTTGATGTGTCCC-1 1 0.000
#> CTTTGATGTGTGGT-1 1 0.000
#> GAAACAGAACTACG-1 1 0.000
#> GAAACAGAATCACG-1 1 0.000
#> GAAACAGACATTCT-1 1 0.000
#> GAAACCTGATCGTG-1 1 0.000
#> GAAACCTGATGCCA-1 1 0.000
#> GAAACCTGCTTATC-1 1 0.000
#> GAAACCTGGACTAC-1 2 0.000
#> GAAACCTGTGCTAG-1 1 0.000
#> GAAAGATGATTTCC-1 1 0.000
#> GAAAGATGCTGATG-1 2 0.000
#> GAAAGATGCTTCGC-1 2 0.000
#> GAAAGATGTAAGGA-1 1 0.502
#> GAAAGCCTACGTTG-1 4 0.000
#> GAAAGTGAAAGTGA-1 2 0.000
#> GAAAGTGACCACAA-1 2 0.000
#> GAAAGTGACTCAAG-1 1 0.000
#> GAAATACTACCAAC-1 2 0.502
#> GAAATACTCTTAGG-1 4 0.000
#> GAAATACTTCCTCG-1 3 0.000
#> GAACACACGTGCAT-1 2 0.000
#> GAACACACTGCCTC-1 1 0.000
#> GAACAGCTAACTGC-1 2 0.000
#> GAACAGCTCTCAGA-1 2 0.000
#> GAACCAACCACAAC-1 1 0.000
#> GAACCAACTTCCGC-1 3 0.000
#> GAACCTGAACGTGT-1 1 0.000
#> GAACCTGAGAGACG-1 1 0.000
#> GAACCTGATGAACC-1 1 0.000
#> GAACGGGATACTTC-1 1 0.000
#> GAACTGTGACCTGA-1 2 0.000
#> GAACTGTGCCAGTA-1 2 0.000
#> GAAGAATGCAATCG-1 1 0.000
#> GAAGCGGACCTATT-1 2 0.000
#> GAAGCTACGAATGA-1 2 0.000
#> GAAGCTACGGTTTG-1 3 0.000
#> GAAGGGTGAAAGTG-1 1 0.000
#> GAAGGGTGCTTAGG-1 2 0.000
#> GAAGGTCTGAAAGT-1 3 0.747
#> GAAGGTCTGTTGCA-1 1 0.000
#> GAAGGTCTTAAAGG-1 2 0.000
#> GAAGTAGACTCCCA-1 3 0.000
#> GAAGTAGATCCAAG-1 2 0.000
#> GAAGTCACCCTCGT-1 2 0.000
#> GAAGTCACCCTGTC-1 4 0.000
#> GAAGTCTGTCGCAA-1 4 0.000
#> GAAGTCTGTTCTGT-1 1 0.000
#> GAAGTGCTAAACGA-1 3 0.000
#> GAAGTGCTCCGCTT-1 2 0.000
#> GAAGTGCTTAACCG-1 1 0.000
#> GAATGCACCCTAAG-1 1 0.000
#> GAATGCACCTTCGC-1 3 0.000
#> GAATGCTGCGGTAT-1 1 0.000
#> GAATTAACGATAAG-1 1 0.000
#> GAATTAACGGTCAT-1 1 0.000
#> GAATTAACGTCGTA-1 3 0.000
#> GAATTAACTGAAGA-1 4 0.000
#> GACAACACAGGCGA-1 1 0.000
#> GACAACACATCGTG-1 1 0.000
#> GACAACACTCGCCT-1 1 0.000
#> GACAACTGAGGTTC-1 1 0.000
#> GACAGGGAAGAGTA-1 4 0.000
#> GACAGGGAATGCCA-1 1 0.000
#> GACAGTACGAGCTT-1 2 0.000
#> GACAGTACTTCGGA-1 2 0.000
#> GACAGTTGAGTAGA-1 4 0.000
#> GACATTCTCCACCT-1 2 0.000
#> GACCAAACGACTAC-1 2 0.000
#> GACCAAACGTATCG-1 2 0.000
#> GACCCTACTAAAGG-1 4 0.000
#> GACCTAGACCTCAC-1 1 0.498
#> GACCTAGACGAGAG-1 1 0.000
#> GACCTCACAAGGTA-1 1 0.000
#> GACCTCACGTACGT-1 2 0.000
#> GACCTCTGCATCAG-1 1 0.000
#> GACGAACTCCCACT-1 1 0.000
#> GACGATTGCCAATG-1 4 0.000
#> GACGCCGACCTTCG-1 1 0.000
#> GACGCTCTCTCTCG-1 3 0.000
#> GACGGCACACGGGA-1 3 0.000
#> GACGGCACGAGATA-1 2 0.000
#> GACGTAACCTATGG-1 1 0.000
#> GACGTAACCTGTGA-1 1 0.000
#> GACGTAACTATGGC-1 1 0.000
#> GACGTATGTTGACG-1 1 0.000
#> GACGTATGTTTGCT-1 1 0.000
#> GACGTCCTACGGAG-1 1 0.000
#> GACGTCCTCTCAAG-1 2 0.000
#> GACGTCCTGATAAG-1 4 0.000
#> GACTACGATGGTCA-1 4 0.000
#> GACTCCTGCTCGCT-1 1 0.000
#> GACTCCTGGGTTAC-1 1 0.000
#> GACTCCTGTTATCC-1 1 0.498
#> GACTCCTGTTGGTG-1 2 0.000
#> GACTGAACCAATCG-1 2 0.000
#> GACTGATGTGATGC-1 1 0.000
#> GACTTTACATGCCA-1 1 0.000
#> GACTTTACGACAGG-1 4 0.000
#> GAGAAATGTTCTCA-1 4 0.000
#> GAGATAGAAAAAGC-1 2 0.000
#> GAGATCACGACAAA-1 2 0.000
#> GAGATGCTCTGGAT-1 3 1.000
#> GAGATGCTGAATGA-1 1 0.249
#> GAGCAGGATTCCCG-1 3 0.751
#> GAGCATACTTTGCT-1 2 0.000
#> GAGCGCACGCGTAT-1 2 0.000
#> GAGCGCACGGTGAG-1 1 0.000
#> GAGCGCTGAAGATG-1 3 0.000
#> GAGCGCTGTCTTAC-1 2 0.000
#> GAGCGGCTGGGAGT-1 4 0.000
#> GAGGACGACTCAGA-1 1 0.000
#> GAGGATCTGAAAGT-1 4 0.000
#> GAGGCAGACTTGCC-1 3 0.000
#> GAGGGAACACCAGT-1 1 0.000
#> GAGGGAACGAGGGT-1 1 1.000
#> GAGGGATGGGAAAT-1 1 0.249
#> GAGGGCCTTCACCC-1 1 0.000
#> GAGGGTGAAGAGTA-1 1 0.000
#> GAGGTACTACGGTT-1 1 0.000
#> GAGGTACTACTCAG-1 2 0.000
#> GAGGTACTGACACT-1 3 0.000
#> GAGGTACTGGGAGT-1 1 0.000
#> GAGGTACTTAGCGT-1 2 0.000
#> GAGGTGGAGTACGT-1 1 0.000
#> GAGGTGGATCCTCG-1 3 0.000
#> GAGGTTACTCGTTT-1 2 0.000
#> GAGGTTTGTAAGCC-1 2 0.000
#> GAGTCAACCATTCT-1 1 0.000
#> GAGTCAACGGGAGT-1 1 0.000
#> GAGTCTGATCGTGA-1 1 0.000
#> GAGTCTGATTTGGG-1 4 0.000
#> GAGTGACTCAGCTA-1 3 0.498
#> GAGTGACTCGGTAT-1 3 0.000
#> GAGTGACTCTTGCC-1 4 0.000
#> GAGTGACTGACTAC-1 4 0.000
#> GAGTGACTGTCTAG-1 1 0.000
#> GAGTGGGAGTCTTT-1 4 0.000
#> GAGTGGGATGCCCT-1 1 0.000
#> GAGTGGGATGCTGA-1 4 0.000
#> GAGTGTTGCTGTAG-1 1 0.000
#> GAGTGTTGTGGTCA-1 1 0.000
#> GAGTTGTGCATGGT-1 2 0.000
#> GAGTTGTGCTGAGT-1 3 0.000
#> GAGTTGTGGCGAGA-1 2 0.000
#> GAGTTGTGGTAGCT-1 3 0.000
#> GAGTTGTGTATGCG-1 2 0.000
#> GATAAGGAGAAACA-1 2 0.000
#> GATAAGGATTCACT-1 2 0.000
#> GATACTCTATCGGT-1 1 0.000
#> GATACTCTTACTTC-1 1 0.000
#> GATACTCTTGACTG-1 2 0.000
#> GATAGAGAAGGGTG-1 3 0.000
#> GATAGAGACTGTGA-1 1 0.000
#> GATAGAGATCACGA-1 2 0.000
#> GATAGCACCCATAG-1 1 0.000
#> GATAGCACGAAGGC-1 2 0.000
#> GATAGCACTTGTCT-1 1 0.000
#> GATATAACAAGGTA-1 1 0.000
#> GATATAACACGCAT-1 1 0.000
#> GATATATGCTGGAT-1 1 0.000
#> GATATATGTCCGTC-1 3 0.000
#> GATATATGTGGAGG-1 2 0.000
#> GATATCCTAGAAGT-1 1 0.000
#> GATATCCTCCCGTT-1 2 0.000
#> GATATTGACAGGAG-1 3 0.751
#> GATATTGACGAGTT-1 2 0.000
#> GATATTGAGCCAAT-1 1 0.000
#> GATCCCTGACCTTT-1 3 0.000
#> GATCCCTGTGTAGC-1 3 0.000
#> GATCCGCTGGTCAT-1 2 0.000
#> GATCGAACCGAGAG-1 1 0.000
#> GATCGATGACTAGC-1 4 0.000
#> GATCGATGGTAAAG-1 4 0.000
#> GATCGATGTAAGGA-1 2 0.000
#> GATCGTGACACTAG-1 1 0.000
#> GATCGTGATTCACT-1 1 0.000
#> GATCTACTGGTGAG-1 1 1.000
#> GATCTACTTTGCAG-1 4 0.000
#> GATCTTACACCCAA-1 2 0.000
#> GATCTTACCCTACC-1 1 0.000
#> GATCTTACGAATAG-1 2 0.000
#> GATCTTACGAGATA-1 2 0.000
#> GATGCAACTCCAGA-1 1 0.000
#> GATGCCCTACGTAC-1 1 0.000
#> GATGCCCTCTCATT-1 1 0.000
#> GATGCCCTGGCAAG-1 2 0.000
#> GATGCCCTTTTGCT-1 1 0.000
#> GATTACCTTGTTCT-1 1 0.000
#> GATTCGGAACGACT-1 1 0.000
#> GATTCGGACAGGAG-1 2 0.000
#> GATTCGGAGAAGGC-1 2 0.000
#> GATTCTTGATTCGG-1 2 0.000
#> GATTCTTGCCGATA-1 1 0.000
#> GATTCTTGCGAGTT-1 4 0.000
#> GATTGGACCCGTTC-1 4 0.751
#> GATTGGACGGTGTT-1 4 0.000
#> GATTGGACTTTCGT-1 4 0.000
#> GATTGGTGTGTCAG-1 1 0.000
#> GATTTAGACACTCC-1 2 0.000
#> GATTTAGACTAAGC-1 4 0.000
#> GATTTAGATTCGTT-1 2 1.000
#> GATTTGCTAACGAA-1 1 0.000
#> GATTTGCTAACGGG-1 2 0.000
#> GCAACCCTCCTCGT-1 2 0.000
#> GCAACTGATTGCGA-1 1 0.000
#> GCAAGACTACTGGT-1 1 0.000
#> GCAAGACTAGGTCT-1 1 0.000
#> GCAAGACTCCCTTG-1 1 0.000
#> GCAATCGACTGCAA-1 1 0.000
#> GCAATCGAGACGTT-1 2 0.000
#> GCAATCGATCCTTA-1 2 0.000
#> GCAATTCTCGTGTA-1 1 0.000
#> GCAATTCTTCTCCG-1 1 0.000
#> GCACAAACAATGCC-1 1 0.000
#> GCACAAACGGTACT-1 1 0.000
#> GCACAATGGTGCAT-1 2 0.000
#> GCACACCTGTGCTA-1 3 0.000
#> GCACCACTCATGAC-1 2 0.000
#> GCACCACTGTTTGG-1 2 0.000
#> GCACCACTTCCTTA-1 3 0.000
#> GCACCACTTTCGGA-1 2 0.000
#> GCACCTACGCGATT-1 1 0.000
#> GCACCTTGGCTGTA-1 1 0.000
#> GCACCTTGGGGAGT-1 2 0.000
#> GCACGGACCAGCTA-1 1 0.000
#> GCACGGTGACCTCC-1 1 0.000
#> GCACGGTGCTATGG-1 2 0.000
#> GCACTAGAACGGGA-1 1 0.000
#> GCACTAGAAGATGA-1 4 0.000
#> GCACTAGACCTTTA-1 2 0.000
#> GCACTAGACGTAAC-1 4 0.000
#> GCACTAGAGTCGTA-1 3 0.000
#> GCACTAGATGCAAC-1 1 0.000
#> GCACTGCTGAGGCA-1 1 0.000
#> GCAGATACAGCGTT-1 1 0.000
#> GCAGATACGACGGA-1 1 0.000
#> GCAGATACGCAGAG-1 1 0.000
#> GCAGCCGACAGTCA-1 1 0.000
#> GCAGCGTGCACTCC-1 1 0.000
#> GCAGCTCTCAATCG-1 1 0.000
#> GCAGCTCTGTTTCT-1 1 0.000
#> GCAGGGCTAAGAAC-1 1 0.000
#> GCAGGGCTAAGGGC-1 1 0.000
#> GCAGGGCTATCGAC-1 3 0.000
#> GCAGGGCTTGGGAG-1 3 1.000
#> GCAGTCCTAACTGC-1 1 0.000
#> GCAGTCCTCTCTTA-1 1 0.000
#> GCATCAGATGCGTA-1 1 0.000
#> GCATGTGACAAGCT-1 1 0.000
#> GCATTGGAGAAGGC-1 1 0.000
#> GCCAAAACGAGGCA-1 3 1.000
#> GCCAAATGATCGAC-1 1 0.000
#> GCCAACCTACGGTT-1 1 0.000
#> GCCAACCTCGCCTT-1 1 0.000
#> GCCACGGAGGCGAA-1 2 0.000
#> GCCACGGATACTGG-1 1 0.000
#> GCCACTACGTCTTT-1 1 0.000
#> GCCCAACTACCGAT-1 1 0.000
#> GCCCAACTATGGTC-1 3 1.000
#> GCCCATACAGCGTT-1 3 0.751
#> GCCGACGAACTCTT-1 2 0.000
#> GCCGAGTGCGTTGA-1 1 0.000
#> GCCGGAACGAACTC-1 3 0.751
#> GCCGGAACGTTCTT-1 3 0.000
#> GCCGGAACTGCACA-1 3 0.000
#> GCCGGAACTTACTC-1 1 0.000
#> GCCGTACTACCTGA-1 1 0.000
#> GCCGTACTGGCAAG-1 2 0.000
#> GCCTACACAGTTCG-1 3 0.000
#> GCCTACACCACTGA-1 2 0.000
#> GCCTACACCTTGAG-1 1 0.000
#> GCCTAGCTACGGAG-1 4 0.000
#> GCCTAGCTCTATTC-1 1 0.000
#> GCCTAGCTTCTCAT-1 1 0.000
#> GCCTAGCTTCTCTA-1 2 0.000
#> GCCTCAACCATGGT-1 1 0.000
#> GCCTCAACTCTTTG-1 3 0.000
#> GCCTCATGTCTTAC-1 1 0.000
#> GCCTGACTCTCAAG-1 2 0.000
#> GCGAAGGAACTCTT-1 1 0.000
#> GCGAAGGATGCCAA-1 1 0.000
#> GCGAGAGAGGGACA-1 1 0.000
#> GCGAGCACTGTCGA-1 4 0.253
#> GCGAGCACTTGACG-1 1 0.000
#> GCGAGCACTTGCTT-1 2 0.000
#> GCGATATGGTACGT-1 1 0.000
#> GCGATATGGTGTTG-1 1 0.000
#> GCGCACGAAGTCGT-1 1 0.000
#> GCGCACGACTTTAC-1 2 0.000
#> GCGCATCTAGGTCT-1 1 0.000
#> GCGCATCTGGTTAC-1 1 0.751
#> GCGCATCTTCGATG-1 1 0.000
#> GCGCATCTTGCTCC-1 3 0.000
#> GCGCATCTTTCTAC-1 1 0.000
#> GCGCGAACGTTCTT-1 4 0.000
#> GCGCGATGAACGGG-1 1 0.000
#> GCGCGATGGTGCAT-1 3 0.000
#> GCGGAGCTCCTGAA-1 1 0.000
#> GCGGCAACCCGATA-1 1 0.000
#> GCGGCAACGGAGGT-1 4 0.000
#> GCGGCAACTGTCGA-1 2 0.000
#> GCGTAAACACGGTT-1 2 0.000
#> GCGTAATGCACCAA-1 2 0.000
#> GCGTATGAACACCA-1 1 0.000
#> GCGTATGATGAGAA-1 2 0.000
#> GCTACAGAAAGGTA-1 1 0.000
#> GCTACAGAATCTTC-1 4 0.000
#> GCTACCTGAGAAGT-1 2 0.000
#> GCTACCTGATCACG-1 1 0.000
#> GCTACGCTAGAATG-1 1 0.000
#> GCTACGCTAGCTAC-1 1 0.000
#> GCTACGCTCCCTAC-1 1 0.000
#> GCTAGAACAGAGGC-1 4 0.000
#> GCTAGAACGGATCT-1 1 0.000
#> GCTAGAACTCCCGT-1 1 0.000
#> GCTAGATGAGCTCA-1 2 0.000
#> GCTAGATGGCGATT-1 3 1.000
#> GCTATACTAAGGCG-1 1 0.000
#> GCTATACTAGCGTT-1 3 0.000
#> GCTATACTCTCTTA-1 1 0.000
#> GCTATACTGGACGA-1 1 0.000
#> GCTCAAGAACCATG-1 2 0.000
#> GCTCAAGAAGTCAC-1 2 0.000
#> GCTCAGCTGTCTAG-1 1 0.000
#> GCTCCATGAGAAGT-1 3 0.000
#> GCTCCATGCCGAAT-1 1 0.000
#> GCTCGACTCTAGTG-1 2 0.000
#> GCTGATGAGGTATC-1 2 0.000
#> GCTTAACTACAGTC-1 2 0.000
#> GCTTAACTACTGGT-1 3 0.000
#> GCTTAACTGCTGAT-1 1 0.000
#> GCTTAACTTAGACC-1 2 0.000
#> GCTTAACTTCAGTG-1 1 0.000
#> GGAACACTCACTTT-1 2 0.000
#> GGAACACTTCAGAC-1 3 0.000
#> GGAACTACTACTTC-1 1 0.000
#> GGAACTTGAAGGTA-1 2 0.000
#> GGAACTTGAGAATG-1 1 0.000
#> GGAACTTGCTCCAC-1 2 0.000
#> GGAACTTGGGTAGG-1 4 0.000
#> GGAAGGACATCGGT-1 2 0.000
#> GGAAGGACCACTAG-1 1 0.000
#> GGAAGGACGAGGGT-1 1 0.000
#> GGAAGGACGCGAAG-1 1 0.253
#> GGAAGGTGGCGAGA-1 3 0.000
#> GGAATCTGAAGGGC-1 1 0.000
#> GGAATCTGAGGAGC-1 1 0.000
#> GGAATCTGCTTAGG-1 4 0.000
#> GGAATCTGCTTGTT-1 2 0.000
#> GGAATCTGGGAGGT-1 1 0.000
#> GGAATGCTTTCTAC-1 1 0.000
#> GGACAGGAAAGGGC-1 1 0.000
#> GGACAGGAGTGCTA-1 4 0.000
#> GGACAGGATCTCGC-1 1 0.000
#> GGACCCGAAGCTAC-1 2 0.000
#> GGACCGTGCTTACT-1 2 0.000
#> GGACCGTGGGAACG-1 2 0.000
#> GGACCGTGTAACGC-1 1 0.000
#> GGACCTCTGTAAGA-1 2 0.000
#> GGACCTCTTTTCTG-1 3 0.000
#> GGACGAGAGTGTCA-1 2 0.000
#> GGACGCTGACGCAT-1 1 0.502
#> GGACGCTGCTAGCA-1 1 0.000
#> GGACGCTGTCCTCG-1 3 0.000
#> GGAGAGACGTGAGG-1 1 1.000
#> GGAGCAGATTCAGG-1 4 0.000
#> GGAGCCACCTTCTA-1 4 0.000
#> GGAGCGCTACGCAT-1 2 0.000
#> GGAGCGCTCCGAAT-1 1 0.000
#> GGAGGATGCCACCT-1 1 0.000
#> GGAGGATGGTTGAC-1 2 0.000
#> GGAGGATGTCAGTG-1 2 0.000
#> GGAGGCCTCGTTGA-1 3 0.000
#> GGAGGCCTTTCTTG-1 1 0.000
#> GGAGGTGATACGCA-1 1 0.000
#> GGAGGTGATCGCTC-1 1 0.000
#> GGATACTGCAGCTA-1 1 0.000
#> GGATACTGTCTAGG-1 1 0.000
#> GGATAGCTCGTCTC-1 1 0.000
#> GGATAGCTCTGAAC-1 1 1.000
#> GGATGTACCAAAGA-1 4 0.000
#> GGATGTACGCGAAG-1 1 0.000
#> GGATGTACGTCTTT-1 2 0.253
#> GGATGTACGTGTCA-1 3 1.000
#> GGATTTCTAGGTTC-1 1 0.000
#> GGATTTCTTTGTCT-1 2 0.000
#> GGCAAGGAAAAAGC-1 3 0.000
#> GGCAAGGAAGAAGT-1 1 0.000
#> GGCAAGGACTTGGA-1 2 0.000
#> GGCAAGGAGGACTT-1 1 0.000
#> GGCAATACGCTAAC-1 4 0.000
#> GGCAATACGGCATT-1 1 1.000
#> GGCAATACGTTTCT-1 4 0.000
#> GGCACGTGGCTTAG-1 2 0.000
#> GGCACTCTTTTGTC-1 1 0.000
#> GGCATATGCTTATC-1 3 0.000
#> GGCATATGGGGAGT-1 3 0.000
#> GGCATATGTGTGAC-1 1 0.000
#> GGCCACGACAGAGG-1 1 0.249
#> GGCCAGACTGGTTG-1 1 0.000
#> GGCCCAGAAAGTAG-1 2 0.000
#> GGCCGAACAACGAA-1 1 0.000
#> GGCCGAACGCAGAG-1 1 0.000
#> GGCCGAACGTAGGG-1 1 0.000
#> GGCCGAACTCTAGG-1 3 0.000
#> GGCCGATGCAGGAG-1 1 0.000
#> GGCCGATGCCGAAT-1 1 0.000
#> GGCCGATGTACTCT-1 1 0.000
#> GGCGACACTGCCCT-1 3 1.000
#> GGCGACTGCGTAAC-1 1 0.000
#> GGCGCATGCCTAAG-1 2 0.000
#> GGCGCATGCTCCAC-1 1 0.000
#> GGCGCATGTGGAAA-1 1 0.000
#> GGCGGACTAGAGGC-1 1 0.498
#> GGCGGACTAGGAGC-1 3 0.751
#> GGCGGACTCTGACA-1 1 0.000
#> GGCGGACTCTTGGA-1 3 0.000
#> GGCGGACTTACTGG-1 1 0.000
#> GGCGGACTTGAACC-1 1 0.000
#> GGCTAAACACCTGA-1 3 0.000
#> GGCTAAACTCTTAC-1 1 0.000
#> GGCTAATGAGCACT-1 3 0.000
#> GGCTAATGGTCTAG-1 1 0.000
#> GGCTCACTACTCAG-1 2 0.000
#> GGGAACGAAGCTCA-1 2 0.000
#> GGGAACGACACAAC-1 4 0.000
#> GGGAACGAGTGTCA-1 2 0.000
#> GGGAAGTGTTGAGC-1 2 0.000
#> GGGACCACACGTTG-1 3 0.000
#> GGGACCACAGAACA-1 1 0.000
#> GGGACCACGAATAG-1 1 0.000
#> GGGACCACGTCATG-1 1 0.000
#> GGGACCACTCAAGC-1 1 0.000
#> GGGACCACTCGTGA-1 1 0.000
#> GGGACCACTGCATG-1 1 0.000
#> GGGACCTGACCCTC-1 2 0.000
#> GGGACCTGCTTGCC-1 1 0.000
#> GGGACCTGTGGAGG-1 4 0.000
#> GGGATGGACGACAT-1 4 0.000
#> GGGATGGATACTTC-1 1 0.000
#> GGGATGGATGGTTG-1 2 0.000
#> GGGATTACGTCTAG-1 1 0.000
#> GGGCAAGATGCATG-1 2 0.000
#> GGGCACACGGTGAG-1 2 0.000
#> GGGCACACGTTGCA-1 1 0.000
#> GGGCAGCTTGGGAG-1 1 1.000
#> GGGCAGCTTTTCTG-1 1 0.000
#> GGGCCAACCTTGGA-1 2 0.502
#> GGGCCAACGCGTTA-1 4 0.000
#> GGGCCAACTACGCA-1 2 0.000
#> GGGCCAACTCCAAG-1 4 0.000
#> GGGCCATGATGGTC-1 1 0.000
#> GGGCCATGTTGACG-1 1 0.747
#> GGGTAACTCAGCTA-1 1 0.000
#> GGGTAACTCTAGTG-1 4 0.000
#> GGGTAACTCTGGAT-1 1 0.000
#> GGGTTAACGTGCAT-1 3 0.000
#> GGTAAAGAGCTAAC-1 3 0.000
#> GGTACAACTGCAAC-1 1 0.000
#> GGTACATGAAAGCA-1 4 0.000
#> GGTACATGAGCTCA-1 1 0.000
#> GGTACATGCGGTAT-1 1 0.000
#> GGTACATGGTTACG-1 1 0.000
#> GGTACATGTGGGAG-1 1 0.000
#> GGTACTGAACTCTT-1 2 0.000
#> GGTAGTACACCACA-1 1 0.000
#> GGTAGTACACTAGC-1 2 0.000
#> GGTAGTACCCTGTC-1 1 0.000
#> GGTAGTACGCCATA-1 2 0.000
#> GGTAGTACTGTCTT-1 1 0.000
#> GGTATCGAGACAAA-1 2 0.751
#> GGTATCGATGAACC-1 4 0.000
#> GGTCAAACCAAAGA-1 1 0.000
#> GGTCTAGAGAAACA-1 2 0.000
#> GGTCTAGATAGCGT-1 2 0.000
#> GGTGATACCGACTA-1 4 0.000
#> GGTGATACGACTAC-1 2 0.000
#> GGTGATACTGTTTC-1 1 0.000
#> GGTGGAGAAACGGG-1 3 0.000
#> GGTGGAGAAGTAGA-1 1 0.000
#> GGTGGAGACAGATC-1 3 0.000
#> GGTGGAGATCGATG-1 1 0.000
#> GGTGGAGATCTCTA-1 2 0.000
#> GGTGGAGATTACTC-1 3 0.000
#> GGTTTACTACGCAT-1 3 0.000
#> GTAACGTGACCTCC-1 2 0.000
#> GTAACGTGATCGGT-1 4 0.000
#> GTAACGTGCAGCTA-1 4 0.000
#> GTAACGTGGTTGAC-1 4 0.000
#> GTAAGCACAACGGG-1 1 0.000
#> GTAAGCACTCATTC-1 4 0.000
#> GTAAGCTGGTACCA-1 2 0.000
#> GTAATAACCTTCTA-1 2 0.000
#> GTAATAACGTTGTG-1 1 0.000
#> GTACCCTGACAGTC-1 2 0.000
#> GTACCCTGGAGCTT-1 1 0.000
#> GTACCCTGTCCTTA-1 3 0.000
#> GTACCCTGTGAACC-1 1 0.000
#> GTACGTGAACGTTG-1 3 0.253
#> GTACTTTGTCGACA-1 1 0.747
#> GTAGACTGAGATGA-1 2 0.000
#> GTAGACTGTATTCC-1 1 0.000
#> GTAGCAACAGTCGT-1 2 0.000
#> GTAGCAACCATTTC-1 4 0.000
#> GTAGCAACGGTAGG-1 2 0.000
#> GTAGCATGCACTCC-1 4 0.000
#> GTAGCATGTAAGCC-1 2 0.000
#> GTAGCCCTGACGTT-1 1 0.000
#> GTAGCTGAAGCTAC-1 2 0.000
#> GTAGCTGAATTCGG-1 1 0.000
#> GTAGGTACACGGGA-1 2 0.000
#> GTAGTGACCTCATT-1 1 0.000
#> GTAGTGTGAGCGGA-1 3 0.000
#> GTAGTGTGAGGCGA-1 2 0.000
#> GTAGTGTGTGGTTG-1 1 0.000
#> GTATCACTGGTAGG-1 2 0.000
#> GTATCTACAGAAGT-1 3 0.000
#> GTATCTACGACGAG-1 3 0.253
#> GTATCTACGTTACG-1 1 0.000
#> GTATTAGAAACAGA-1 3 0.000
#> GTATTAGAGGTCTA-1 1 0.000
#> GTATTCACACAGCT-1 1 0.000
#> GTATTCACGGGTGA-1 3 0.000
#> GTCAACGACACTGA-1 1 0.000
#> GTCAACGAGTGTAC-1 2 0.000
#> GTCAATCTACACCA-1 1 0.000
#> GTCAATCTGTAGCT-1 3 0.249
#> GTCAATCTTGTGGT-1 1 0.000
#> GTCACCTGCCTCCA-1 1 0.000
#> GTCACCTGTCCCGT-1 1 0.000
#> GTCATACTAATCGC-1 4 0.000
#> GTCATACTGCGATT-1 3 0.000
#> GTCATACTTCGCCT-1 3 0.000
#> GTCATACTTTACCT-1 3 0.747
#> GTCATACTTTGACG-1 1 0.000
#> GTCCAAGAAAAACG-1 1 0.000
#> GTCCACTGACCTCC-1 1 0.000
#> GTCCACTGGGTACT-1 2 0.000
#> GTCCAGCTACGGGA-1 1 0.000
#> GTCCCATGTGGTGT-1 2 0.000
#> GTCGAATGAAGGCG-1 2 0.000
#> GTCGACCTGAATGA-1 3 0.000
#> GTCGACCTGTTCAG-1 1 0.000
#> GTCGCACTTGAGAA-1 4 0.000
#> GTCTAACTGGTCTA-1 2 0.000
#> GTCTAGGAGCTTCC-1 2 0.000
#> GTGAACACACTCTT-1 1 0.000
#> GTGAACACTCAGGT-1 1 0.000
#> GTGACCCTTAAGCC-1 1 0.000
#> GTGATGACAAGTGA-1 1 0.000
#> GTGATGACCTGAGT-1 4 0.000
#> GTGATGACGGTTTG-1 1 0.000
#> GTGATTCTCATTTC-1 1 0.000
#> GTGATTCTCTCTCG-1 2 0.000
#> GTGATTCTGGTTCA-1 3 0.000
#> GTGATTCTGTCGAT-1 1 0.000
#> GTGATTCTTAGCGT-1 4 0.000
#> GTGCCACTCAGGAG-1 1 0.000
#> GTGGATTGCACTAG-1 2 0.000
#> GTGGATTGCGGAGA-1 1 0.000
#> GTGGATTGTAACGC-1 1 0.000
#> GTGTACGATCAGTG-1 1 0.000
#> GTGTAGTGGGTACT-1 1 0.000
#> GTGTATCTAGCCTA-1 4 0.000
#> GTGTATCTAGTAGA-1 3 1.000
#> GTGTATCTGTTACG-1 4 0.000
#> GTGTCAGAAGCGTT-1 3 0.000
#> GTTAAAACCGAGAG-1 3 0.000
#> GTTAAATGCTCGAA-1 1 0.000
#> GTTAAATGTCGACA-1 4 0.000
#> GTTAACCTAGCTAC-1 1 0.000
#> GTTAACCTTGCTTT-1 2 0.000
#> GTTAGGTGCACTCC-1 1 0.000
#> GTTAGGTGCCAGTA-1 2 0.000
#> GTTAGGTGCCCAAA-1 2 0.000
#> GTTAGGTGGAACTC-1 4 0.000
#> GTTAGTCTAAGAAC-1 1 0.498
#> GTTATAGAGGACAG-1 1 0.000
#> GTTATGCTTTCATC-1 1 0.000
#> GTTCAACTGGGACA-1 3 0.000
#> GTTCAACTTATGCG-1 1 0.000
#> GTTGACGAGCCCTT-1 3 0.000
#> GTTGACGATATCGG-1 3 0.000
#> GTTGAGTGGTCTTT-1 2 0.000
#> GTTGAGTGTGCTTT-1 1 0.000
#> GTTGATCTGGGACA-1 1 0.000
#> GTTGATCTTTTCAC-1 3 0.000
#> GTTGGATGTTTACC-1 2 0.000
#> GTTGTACTATTCCT-1 2 0.000
#> GTTGTACTTTTGGG-1 1 0.000
#> GTTTAAGACCATGA-1 2 0.000
#> GTTTAAGACTGTCC-1 3 0.000
#> TAAACAACCAACCA-1 1 0.000
#> TAAACAACGAATCC-1 4 0.000
#> TAAAGACTCAGGAG-1 1 0.000
#> TAAATCGATGAGGG-1 1 0.000
#> TAACAATGTGCCCT-1 4 0.000
#> TAACACCTTCGCTC-1 2 0.000
#> TAACACCTTCGTAG-1 2 0.000
#> TAACACCTTGTTTC-1 3 0.000
#> TAACATGACACTAG-1 4 0.502
#> TAACCGGACTTACT-1 1 0.000
#> TAACGTCTCAACCA-1 2 0.000
#> TAACGTCTCATTGG-1 1 0.000
#> TAACTAGAATTTCC-1 1 0.000
#> TAACTAGACTTAGG-1 1 0.000
#> TAACTAGATCTGGA-1 1 0.000
#> TAACTCACGAGGAC-1 2 0.000
#> TAACTCACGTACAC-1 4 0.000
#> TAACTCACGTATCG-1 2 0.000
#> TAACTCACTCTACT-1 3 0.000
#> TAAGAACTGTGTCA-1 2 0.000
#> TAAGAGGACTAAGC-1 4 0.000
#> TAAGAGGACTTGTT-1 3 0.000
#> TAAGATACGGTTCA-1 2 0.000
#> TAAGATTGCGTAGT-1 1 0.000
#> TAAGATTGTTGCTT-1 1 0.000
#> TAAGCGTGAGGTTC-1 2 0.000
#> TAAGCGTGGACAAA-1 2 0.000
#> TAAGCGTGGGAAAT-1 1 0.000
#> TAAGCGTGTGCTCC-1 2 0.000
#> TAAGGCTGCCATGA-1 1 0.000
#> TAAGGCTGCTGCTC-1 1 0.000
#> TAAGGCTGTCTCGC-1 2 0.000
#> TAAGGGCTGCTGTA-1 3 0.000
#> TAAGGGCTTTACTC-1 1 0.000
#> TAAGTAACCGAGAG-1 4 0.000
#> TAAGTAACCTCCAC-1 4 0.000
#> TAAGTAACCTGTAG-1 1 0.000
#> TAAGTAACTTGTCT-1 1 0.000
#> TAATGATGAGCGGA-1 1 0.000
#> TAATGCCTCATGAC-1 1 0.000
#> TAATGCCTCGTCTC-1 3 0.000
#> TAATGTGAAGATGA-1 1 0.000
#> TAATGTGACTGCAA-1 2 0.000
#> TAATGTGATTACTC-1 1 0.000
#> TACAAATGGGTACT-1 1 0.000
#> TACAATGAAAACAG-1 2 0.000
#> TACAATGACTTAGG-1 1 0.000
#> TACAATGATGCTAG-1 1 0.751
#> TACACACTCACACA-1 1 0.000
#> TACACACTCTTACT-1 1 1.000
#> TACATAGAACGCAT-1 1 0.747
#> TACATCACACGGGA-1 1 0.000
#> TACATCACCTGTTT-1 2 0.000
#> TACATCACGCTAAC-1 4 0.000
#> TACATCACTGAACC-1 2 0.000
#> TACCATTGAGGTTC-1 1 0.000
#> TACCATTGCGGGAA-1 2 0.000
#> TACCATTGGGGATG-1 2 0.000
#> TACCATTGTGAGGG-1 2 0.000
#> TACCGGCTGTTGGT-1 1 0.000
#> TACGAGTGATCTCT-1 1 0.000
#> TACGAGTGATGCTG-1 2 0.000
#> TACGAGTGCGGAGA-1 1 0.498
#> TACGAGTGGTTGGT-1 1 0.000
#> TACGATCTAGTGTC-1 1 0.000
#> TACGATCTCACTGA-1 2 0.000
#> TACGATCTTACGAC-1 3 0.502
#> TACGCAGAGAATCC-1 3 1.000
#> TACGCCACATTCCT-1 1 0.000
#> TACGCCACTCCCAC-1 2 0.000
#> TACGCCACTCCGAA-1 4 0.000
#> TACGGAACGCGTTA-1 4 0.000
#> TACGGCCTGGGACA-1 3 0.000
#> TACGTACTACGGAG-1 1 0.000
#> TACGTACTCAGTTG-1 1 0.000
#> TACGTACTCCCGTT-1 4 0.000
#> TACGTTACAGAAGT-1 1 0.000
#> TACGTTACCAAGCT-1 2 0.000
#> TACTAAGAAAGGTA-1 4 0.000
#> TACTAAGAATCACG-1 1 0.000
#> TACTAAGATGATGC-1 2 0.000
#> TACTAAGATTGCGA-1 1 0.000
#> TACTACACGAGAGC-1 1 0.000
#> TACTACACTTACCT-1 4 0.000
#> TACTACTGAACCTG-1 2 0.000
#> TACTACTGATGTCG-1 3 0.000
#> TACTACTGATTCTC-1 1 0.000
#> TACTACTGTATGGC-1 1 0.000
#> TACTCAACGGTCTA-1 2 0.000
#> TACTCAACTGCTAG-1 4 0.000
#> TACTCCCTCAGTTG-1 1 0.000
#> TACTCTGAATCGAC-1 3 0.000
#> TACTCTGACGAGTT-1 1 0.000
#> TACTCTGATTGACG-1 4 0.000
#> TACTGGGATCGATG-1 1 0.000
#> TACTGTTGAAAGCA-1 1 0.000
#> TACTGTTGAGGCGA-1 3 0.000
#> TACTGTTGCTGAAC-1 4 0.249
#> TACTTGACTCCTCG-1 3 1.000
#> TACTTGACTGGTGT-1 4 0.000
#> TACTTTCTTTTGGG-1 1 0.000
#> TAGAAACTAATCGC-1 1 0.000
#> TAGAAACTGCTTCC-1 2 0.000
#> TAGAAACTGGGATG-1 3 0.000
#> TAGAATTGCGACAT-1 1 0.000
#> TAGAATTGTATCGG-1 1 0.000
#> TAGACGTGCTTGAG-1 1 0.000
#> TAGACGTGTCGCTC-1 1 0.000
#> TAGAGCACCTTACT-1 4 0.000
#> TAGATTGACTTGTT-1 4 0.000
#> TAGATTGAGGCATT-1 1 1.000
#> TAGCATCTCAGCTA-1 3 0.000
#> TAGCATCTCCCTCA-1 1 0.000
#> TAGCATCTGCTGTA-1 2 0.000
#> TAGCATCTGGGACA-1 1 0.000
#> TAGCATCTTGTCGA-1 1 0.000
#> TAGCCCACAAAAGC-1 1 0.000
#> TAGCCCACAGCCAT-1 3 0.249
#> TAGCCCACAGCTAC-1 3 0.000
#> TAGCCCACCCACAA-1 1 0.000
#> TAGCCCTGCGGAGA-1 1 0.000
#> TAGCCGCTTACGAC-1 1 0.000
#> TAGCCGCTTACTTC-1 3 0.000
#> TAGCCGCTTTCCAT-1 2 0.000
#> TAGCTACTGAATAG-1 4 0.000
#> TAGCTACTGTAGCT-1 1 0.000
#> TAGCTACTTTTGCT-1 1 0.000
#> TAGGACTGTGCTGA-1 1 0.502
#> TAGGAGCTAAGGCG-1 4 0.000
#> TAGGAGCTGAGGGT-1 1 0.000
#> TAGGAGCTTGCATG-1 4 0.000
#> TAGGCAACCGTCTC-1 4 0.000
#> TAGGCATGCTCTCG-1 3 0.502
#> TAGGCATGGCGAGA-1 3 0.253
#> TAGGCTGATGCCTC-1 2 0.000
#> TAGGGACTGAACTC-1 3 0.000
#> TAGGTCGACACTGA-1 1 0.000
#> TAGGTCGAGGATCT-1 4 0.000
#> TAGGTGACACACTG-1 1 0.000
#> TAGGTGACACGTTG-1 4 0.000
#> TAGGTGTGTTCTGT-1 3 0.751
#> TAGGTTCTGAAGGC-1 1 0.000
#> TAGGTTCTTCTTAC-1 2 0.000
#> TAGGTTCTTGCTGA-1 2 0.000
#> TAGTAAACCTCGCT-1 1 0.000
#> TAGTAAACGTCACA-1 1 0.000
#> TAGTAATGAGATCC-1 1 0.000
#> TAGTACCTAAGAAC-1 2 0.000
#> TAGTATGATCTTAC-1 4 0.000
#> TAGTATGATTCTCA-1 1 0.000
#> TAGTCTTGGCTGTA-1 1 0.000
#> TAGTCTTGGGACTT-1 1 0.249
#> TAGTCTTGTGGAAA-1 3 0.000
#> TAGTGGTGAAGTGA-1 3 0.000
#> TAGTTAGAACCACA-1 3 0.000
#> TAGTTAGATGAACC-1 1 0.000
#> TATAAGACAACAGA-1 1 1.000
#> TATAAGACAGCTCA-1 2 0.000
#> TATAAGTGACACCA-1 2 0.000
#> TATAAGTGTATCGG-1 2 0.000
#> TATAAGTGTGGTGT-1 2 0.000
#> TATACAGAACCCTC-1 1 1.000
#> TATACAGAAGAACA-1 1 0.000
#> TATACAGATCCAGA-1 1 0.000
#> TATACCACCTGATG-1 4 0.000
#> TATACGCTACCAAC-1 1 0.000
#> TATAGATGGACGGA-1 1 0.000
#> TATAGATGTTCCGC-1 2 0.000
#> TATCCAACCAGCTA-1 2 0.000
#> TATCCAACTCTCTA-1 3 1.000
#> TATCGACTACTAGC-1 1 1.000
#> TATCGACTCGATAC-1 2 0.000
#> TATCGTACAGATGA-1 1 0.751
#> TATCGTACATTCCT-1 2 0.000
#> TATCTCGAGAGATA-1 1 0.000
#> TATCTGACAGGTTC-1 3 0.000
#> TATCTGACTGTTTC-1 1 0.000
#> TATCTTCTAAACAG-1 1 0.000
#> TATGAATGGAGGAC-1 3 0.000
#> TATGAATGTTTGCT-1 2 0.000
#> TATGCGGATAACCG-1 1 1.000
#> TATGGGTGCATCAG-1 3 0.000
#> TATGGGTGCTAGCA-1 4 0.000
#> TATGGTCTCTACCC-1 1 0.000
#> TATGTCACGGAACG-1 4 0.000
#> TATGTCACTAACCG-1 2 0.000
#> TATGTCACTTCTCA-1 4 0.000
#> TATGTGCTCCGATA-1 2 0.000
#> TATGTGCTGGATTC-1 1 0.000
#> TATTGCTGAAGAAC-1 2 0.000
#> TATTGCTGCCGTTC-1 4 0.000
#> TATTGCTGTCTGGA-1 1 0.000
#> TATTGCTGTGCACA-1 1 0.747
#> TATTTCCTATTGGC-1 2 0.000
#> TATTTCCTGGAGGT-1 3 0.000
#> TATTTCCTGGTGTT-1 1 0.000
#> TCAACACTGTTTGG-1 3 0.000
#> TCAAGGACAGCGTT-1 1 0.000
#> TCAAGGACATTCTC-1 3 0.000
#> TCAAGGACGGTGTT-1 2 0.000
#> TCAATCACACTCTT-1 3 0.000
#> TCAATCACAGTCGT-1 2 0.000
#> TCACAACTATGTGC-1 1 0.000
#> TCACAACTTTGCTT-1 2 0.000
#> TCACATACACTTTC-1 1 0.000
#> TCACATACAGGGTG-1 1 0.000
#> TCACCCGAGACGGA-1 2 0.000
#> TCACCGTGCTCGCT-1 2 0.000
#> TCACCTCTACGACT-1 3 1.000
#> TCACCTCTTCCAAG-1 2 0.000
#> TCACGAGAGGAGGT-1 4 0.000
#> TCACTATGGGGCAA-1 3 0.502
#> TCACTATGGTTGTG-1 4 0.253
#> TCAGACGACGCTAA-1 1 0.000
#> TCAGACGACGTTAG-1 3 0.000
#> TCAGAGACTCCAGA-1 1 0.000
#> TCAGCAGACTCCAC-1 1 0.000
#> TCAGCGCTCTAGTG-1 1 1.000
#> TCAGCGCTGGATCT-1 4 0.000
#> TCAGCGCTGGTATC-1 1 0.498
#> TCAGGATGAAGTAG-1 1 0.000
#> TCAGGATGCCTTTA-1 2 0.000
#> TCAGTGGAAGATCC-1 3 0.000
#> TCAGTTACCTACGA-1 2 0.000
#> TCAGTTACTAGAAG-1 1 0.000
#> TCATCAACCCGATA-1 1 0.000
#> TCATCAACTGTTCT-1 2 0.000
#> TCATCATGCAGTTG-1 1 0.000
#> TCATCCCTTACTGG-1 1 0.000
#> TCATTCGATACAGC-1 2 0.000
#> TCCACGTGGAAACA-1 1 0.000
#> TCCACTCTACACTG-1 1 0.000
#> TCCACTCTGAGCTT-1 2 0.000
#> TCCACTCTTACTTC-1 4 0.000
#> TCCATAACAAAGTG-1 1 0.000
#> TCCATAACCGTAGT-1 4 0.000
#> TCCATAACGATGAA-1 1 0.000
#> TCCATAACTACGCA-1 1 0.000
#> TCCATCCTCCCTAC-1 3 0.000
#> TCCCACGATCATTC-1 1 0.000
#> TCCCATCTCAAAGA-1 2 0.000
#> TCCCGAACACAGTC-1 3 0.000
#> TCCCGAACTTCGCC-1 2 0.000
#> TCCCGATGAGATCC-1 1 0.000
#> TCCCGATGCCTGAA-1 2 0.000
#> TCCCTACTCAACTG-1 4 0.000
#> TCCGAAGACAATCG-1 2 0.000
#> TCCGAAGACGTTAG-1 1 0.000
#> TCCGGACTGAGGTG-1 1 0.000
#> TCCGGACTGTACGT-1 1 1.000
#> TCCTAAACATCGAC-1 1 0.000
#> TCCTAAACCGAGAG-1 1 0.000
#> TCCTAAACCGCATA-1 3 0.000
#> TCCTAATGGTTTGG-1 3 0.000
#> TCCTACCTGTCGTA-1 1 0.000
#> TCCTATGAAAAGCA-1 3 0.000
#> TCGAATCTCTGGTA-1 3 0.502
#> TCGACCTGCCGATA-1 2 0.000
#> TCGACGCTTCTATC-1 2 0.000
#> TCGACGCTTTGACG-1 1 0.000
#> TCGAGAACGACAGG-1 1 0.000
#> TCGAGAACGTTAGC-1 3 1.000
#> TCGAGCCTATCAGC-1 4 0.000
#> TCGAGCCTGCGAGA-1 1 0.000
#> TCGAGCCTTGTGAC-1 1 0.000
#> TCGATACTATTCCT-1 1 0.249
#> TCGATACTTGCACA-1 1 0.000
#> TCGATTTGATGCCA-1 2 0.000
#> TCGATTTGCACTCC-1 1 0.000
#> TCGATTTGCAGCTA-1 3 0.000
#> TCGATTTGCCTACC-1 2 0.000
#> TCGATTTGTCGTGA-1 4 0.000
#> TCGCAGCTAGATCC-1 1 0.000
#> TCGCCATGAGACTC-1 1 0.000
#> TCGCCATGTGGTCA-1 4 0.000
#> TCGGACCTAACAGA-1 1 0.000
#> TCGGACCTATAAGG-1 4 0.000
#> TCGGACCTGTACAC-1 1 0.000
#> TCGGTAGAGTAGGG-1 1 0.000
#> TCGGTAGATCCCAC-1 4 0.000
#> TCGTAGGATCGACA-1 1 0.000
#> TCGTTATGGACAAA-1 1 0.000
#> TCTAACACCAGTTG-1 3 0.000
#> TCTAACACGAGCAG-1 2 0.000
#> TCTAACTGAACCAC-1 1 0.000
#> TCTAAGCTAATGCC-1 1 0.000
#> TCTAAGCTTAGTCG-1 3 0.000
#> TCTAAGCTTCTAGG-1 2 0.000
#> TCTAAGCTTGTTCT-1 2 0.000
#> TCTAAGCTTTCGCC-1 4 0.000
#> TCTACAACGACTAC-1 2 0.000
#> TCTAGACTTAGAAG-1 2 0.000
#> TCTAGTTGCACCAA-1 2 0.000
#> TCTATGTGAAGAGT-1 2 0.000
#> TCTATGTGAGTCTG-1 1 1.000
#> TCTCAAACCTAAGC-1 4 0.000
#> TCTCTAGAATTTCC-1 1 0.000
#> TCTGATACACGTGT-1 1 0.000
#> TCTGATACTCGCCT-1 1 0.000
#> TCTTACGAACCTGA-1 2 0.000
#> TCTTCAGAGCTACA-1 2 0.000
#> TCTTGATGCGGAGA-1 1 1.000
#> TGAAATTGGTGAGG-1 2 0.000
#> TGAACCGAAAACGA-1 1 0.000
#> TGAACCGACTACTT-1 2 0.000
#> TGAACCGATTCGGA-1 2 0.000
#> TGAAGCACTCACGA-1 1 0.000
#> TGAAGCTGAACGAA-1 1 0.000
#> TGAAGCTGCATGGT-1 4 0.000
#> TGAAGCTGCGTAAC-1 1 0.000
#> TGAATAACCACTTT-1 1 0.000
#> TGAATAACTCCCAC-1 3 0.000
#> TGACACGACCTTAT-1 4 0.000
#> TGACCAGACAACCA-1 1 0.000
#> TGACCAGAGGATTC-1 1 0.000
#> TGACCGCTAAAAGC-1 1 0.000
#> TGACCGCTCTGCAA-1 1 0.000
#> TGACGATGCAAAGA-1 2 0.000
#> TGACGCCTGTACCA-1 1 0.751
#> TGACGCCTTTACTC-1 3 1.000
#> TGACTGGAAGAGAT-1 2 0.000
#> TGACTGGACCGTAA-1 1 0.000
#> TGACTGGACGCAAT-1 1 0.000
#> TGACTGGAGGACAG-1 4 0.000
#> TGACTGGATTCTCA-1 1 0.000
#> TGACTTACACACCA-1 1 0.000
#> TGACTTACAGTCTG-1 2 0.000
#> TGACTTTGCGCATA-1 1 0.000
#> TGACTTTGTTTGTC-1 1 0.000
#> TGAGACACAAGGTA-1 1 0.000
#> TGAGACACTCAAGC-1 1 0.498
#> TGAGCTGAATGCTG-1 2 0.000
#> TGAGCTGACTGGAT-1 2 0.000
#> TGAGCTGATGCTAG-1 2 0.000
#> TGAGGACTCTCATT-1 2 0.000
#> TGAGGACTTCATTC-1 1 0.000
#> TGAGGTACGAACCT-1 2 0.000
#> TGAGTCGAGTTACG-1 4 0.000
#> TGAGTGACTGAGCT-1 1 0.000
#> TGATAAACGAATCC-1 1 0.000
#> TGATAAACTCCGTC-1 3 0.000
#> TGATAAACTTTCAC-1 1 0.000
#> TGATACCTCACTAG-1 2 0.000
#> TGATACCTGTTGGT-1 1 0.000
#> TGATACCTTATGCG-1 1 0.000
#> TGATACCTTGAAGA-1 1 0.000
#> TGATATGAACCTTT-1 1 0.000
#> TGATCACTAGCATC-1 3 0.249
#> TGATCACTCTCGCT-1 1 0.000
#> TGATCACTTCTACT-1 4 0.000
#> TGATCGGACTGACA-1 2 0.000
#> TGATCGGAGGAGCA-1 4 0.000
#> TGATCGGATATGCG-1 2 0.000
#> TGATTAGACATTGG-1 1 0.000
#> TGATTAGATGACTG-1 4 0.000
#> TGATTAGATGCTAG-1 1 0.000
#> TGATTCACTATGCG-1 1 0.000
#> TGATTCACTGTCAG-1 4 0.000
#> TGATTCTGCCGAAT-1 1 0.000
#> TGATTCTGCTCTTA-1 1 0.000
#> TGCAAGTGAGAACA-1 1 0.000
#> TGCAAGTGGGTAGG-1 2 0.000
#> TGCAATCTTCAGGT-1 2 0.000
#> TGCACAGACGACAT-1 3 0.000
#> TGCCAAGAGCAGTT-1 2 0.000
#> TGCCAAGATCTCTA-1 1 0.000
#> TGCCACTGAACGTC-1 1 0.000
#> TGCCACTGCGATAC-1 3 0.000
#> TGCCAGCTTGGCAT-1 1 0.000
#> TGCCCAACAGCAAA-1 1 0.000
#> TGCCCAACCGCATA-1 2 0.000
#> TGCCGACTCTCCCA-1 4 0.000
#> TGCGAAACAGTCAC-1 4 0.000
#> TGCGAAACGTTGCA-1 4 0.000
#> TGCGATGAACGGTT-1 1 0.000
#> TGCGATGACCTCGT-1 1 0.000
#> TGCGATGACTAGTG-1 4 0.000
#> TGCGATGACTGCTC-1 4 0.000
#> TGCGATGACTTGCC-1 4 0.000
#> TGCGATGAGTGCTA-1 2 0.000
#> TGCGCACTCTTGAG-1 2 0.000
#> TGCGTAGAATAAGG-1 2 0.000
#> TGCGTAGACGGGAA-1 4 0.000
#> TGCGTAGATGGTCA-1 2 0.000
#> TGCTAGGAAACCGT-1 3 1.000
#> TGCTAGGATAGTCG-1 1 0.000
#> TGCTATACGGTTCA-1 2 0.000
#> TGCTATACTGCTGA-1 3 0.747
#> TGCTGAGAGAGCAG-1 3 0.000
#> TGCTGAGATTATCC-1 1 0.000
#> TGGAAAGACTCTCG-1 4 0.000
#> TGGAAAGAGCGATT-1 1 0.000
#> TGGAAAGAGGTCAT-1 2 0.000
#> TGGAAAGATATGGC-1 1 0.000
#> TGGAACACAAACAG-1 3 0.000
#> TGGAACACGCTAAC-1 1 1.000
#> TGGAAGCTCAGATC-1 1 0.000
#> TGGACCCTACACTG-1 2 0.000
#> TGGACCCTCATGGT-1 1 0.249
#> TGGACCCTGGTACT-1 2 0.000
#> TGGACTGAGTATGC-1 1 0.000
#> TGGAGACTATCAGC-1 2 0.000
#> TGGAGACTTCAAGC-1 1 0.000
#> TGGAGACTTGACCA-1 3 0.000
#> TGGAGGGACGGAGA-1 2 0.000
#> TGGAGGGAGCTATG-1 1 0.000
#> TGGATCGATAAAGG-1 1 0.000
#> TGGATGTGACCTAG-1 4 0.000
#> TGGATGTGTGAAGA-1 4 0.000
#> TGGATTCTCATACG-1 1 0.751
#> TGGCAATGCTTGTT-1 4 0.000
#> TGGCACCTTCACGA-1 1 0.498
#> TGGCACCTTCAGTG-1 2 0.000
#> TGGGTATGAAGAGT-1 1 0.000
#> TGGGTATGCACAAC-1 1 0.000
#> TGGGTATGGTACGT-1 4 0.000
#> TGGGTATGTTTGGG-1 2 0.000
#> TGGTAGACATGCCA-1 1 0.000
#> TGGTAGACCCTCAC-1 3 0.000
#> TGGTAGACCTGATG-1 1 0.249
#> TGGTAGTGCACTGA-1 2 0.000
#> TGGTATCTAAACAG-1 1 0.000
#> TGGTATCTCTTCCG-1 1 0.000
#> TGGTCAGACCCAAA-1 1 0.502
#> TGGTTACTGACGTT-1 2 0.000
#> TGGTTACTGTTCTT-1 1 0.000
#> TGTAACCTAGAGGC-1 1 0.000
#> TGTAACCTTGCCTC-1 2 0.000
#> TGTAATGACACAAC-1 3 0.000
#> TGTAATGAGGTAAA-1 3 0.000
#> TGTACTTGCTCTAT-1 2 0.000
#> TGTAGGTGCGAGAG-1 4 0.000
#> TGTAGGTGCTATGG-1 1 0.000
#> TGTAGGTGCTCTAT-1 2 0.000
#> TGTAGGTGTGCTGA-1 1 0.000
#> TGTAGTCTTCCAGA-1 1 0.253
#> TGTAGTCTTGCACA-1 3 1.000
#> TGTATCTGTTAGGC-1 1 0.000
#> TGTATGCTCATGGT-1 4 0.000
#> TGTATGCTGTAGGG-1 1 0.000
#> TGTATGCTTTCATC-1 1 0.000
#> TGTCAGGAATACCG-1 1 0.000
#> TGTCAGGAGATGAA-1 2 0.000
#> TGTCTAACCCCTTG-1 1 0.000
#> TGTGACGATTCTCA-1 3 0.000
#> TGTGAGACTGTCAG-1 2 0.000
#> TGTGAGACTTGAGC-1 1 0.000
#> TGTGAGTGACCACA-1 1 0.000
#> TGTGAGTGAGTGCT-1 2 0.000
#> TGTGAGTGGAGATA-1 3 0.000
#> TGTGATCTCTCTAT-1 4 0.000
#> TGTGATCTGACACT-1 1 0.000
#> TGTGGATGGCCAAT-1 4 0.000
#> TGTTAAGACAAAGA-1 2 0.000
#> TGTTAAGATAAGGA-1 2 0.000
#> TGTTACACCGCATA-1 2 0.000
#> TGTTACACGACTAC-1 2 0.000
#> TGTTACTGGCTACA-1 3 0.249
#> TGTTACTGTAGTCG-1 3 0.000
#> TTAACCACCGTAAC-1 1 0.000
#> TTAACCACTAAGGA-1 3 0.000
#> TTAACCACTCAGAC-1 1 1.000
#> TTACACACGTGTTG-1 1 0.000
#> TTACACACTCCTAT-1 1 0.000
#> TTACCATGAATCGC-1 2 0.000
#> TTACCATGGTTGAC-1 1 0.000
#> TTACCATGTGTCTT-1 3 0.000
#> TTACCATGTTGTGG-1 4 0.000
#> TTACGACTGAGAGC-1 1 0.000
#> TTACGACTTGACAC-1 2 0.000
#> TTACGTACGTTCAG-1 3 0.000
#> TTACTCGAAGAATG-1 2 0.000
#> TTACTCGACGCAAT-1 2 0.000
#> TTACTCGAGGGTGA-1 1 0.000
#> TTACTCGATCTACT-1 3 0.000
#> TTAGAATGTGGTGT-1 1 0.000
#> TTAGAATGTGTAGC-1 1 0.751
#> TTAGACCTCCTACC-1 1 0.000
#> TTAGACCTCCTTTA-1 2 0.000
#> TTAGCTACAACCGT-1 1 0.000
#> TTAGCTACTGTCCC-1 2 0.000
#> TTAGCTACTTTCGT-1 1 0.000
#> TTAGGGACGCGAAG-1 1 1.000
#> TTAGGGTGCTGGAT-1 4 0.000
#> TTAGGGTGTCCTGC-1 2 0.000
#> TTAGGTCTACTTTC-1 2 0.000
#> TTAGTCACCAGTTG-1 1 0.000
#> TTAGTCTGAAAGCA-1 4 0.000
#> TTAGTCTGCCAACA-1 3 0.000
#> TTAGTCTGTGCACA-1 1 0.000
#> TTATCCGACTAGTG-1 4 0.000
#> TTATCCGAGAAAGT-1 2 0.000
#> TTATGAGAGATAAG-1 1 0.000
#> TTATGCACGTCACA-1 4 0.000
#> TTATGGCTTATGGC-1 2 0.000
#> TTATTCCTATGCTG-1 2 0.000
#> TTATTCCTGGACAG-1 4 0.000
#> TTATTCCTGGTACT-1 4 0.000
#> TTATTCCTTCGTGA-1 1 0.000
#> TTCAAAGATAAAGG-1 1 0.498
#> TTCAACACAACAGA-1 1 0.000
#> TTCAACACCCCAAA-1 2 0.000
#> TTCAACACGGACGA-1 2 0.000
#> TTCAAGCTAAGAAC-1 2 0.000
#> TTCAAGCTAGATGA-1 1 0.000
#> TTCAAGCTGTTGAC-1 1 0.000
#> TTCAAGCTTGATGC-1 1 0.000
#> TTCAAGCTTTCGCC-1 1 0.000
#> TTCACAACCCGTTC-1 2 0.000
#> TTCACAACGTCTGA-1 2 0.000
#> TTCAGACTACCCAA-1 1 0.498
#> TTCAGACTCTCGAA-1 1 0.000
#> TTCAGTACCGACTA-1 1 0.000
#> TTCAGTACTCAAGC-1 1 0.000
#> TTCAGTACTCCTAT-1 2 0.000
#> TTCAGTTGCCAAGT-1 1 0.000
#> TTCAGTTGTCCTTA-1 2 0.000
#> TTCAGTTGTCTAGG-1 1 0.000
#> TTCAGTTGTCTCGC-1 4 0.253
#> TTCATCGAGGTGGA-1 2 0.000
#> TTCATGTGTGGTGT-1 1 0.000
#> TTCATTCTATGTCG-1 2 0.000
#> TTCATTCTTCTCTA-1 1 0.000
#> TTCCAAACCTATGG-1 2 0.000
#> TTCCAAACCTCCCA-1 4 0.000
#> TTCCAAACTCCCAC-1 3 0.000
#> TTCCAAACTTGACG-1 3 0.000
#> TTCCATGACGAGAG-1 2 0.000
#> TTCCATGACTGTCC-1 1 0.000
#> TTCCCACTTGAGGG-1 3 0.000
#> TTCCCACTTGTCTT-1 2 0.000
#> TTCCTAGAAAGTGA-1 1 0.000
#> TTCCTAGACTAGTG-1 2 0.000
#> TTCGAGGACTCTAT-1 1 0.000
#> TTCGAGGAGGGCAA-1 1 0.751
#> TTCGAGGATAGAAG-1 2 0.000
#> TTCGATTGAGCATC-1 1 0.000
#> TTCGGAGAATGCCA-1 2 0.000
#> TTCGGAGATGTGCA-1 1 0.000
#> TTCGTATGAAAAGC-1 3 0.000
#> TTCGTATGGATAGA-1 3 0.000
#> TTCGTATGGTCTGA-1 1 0.000
#> TTCGTATGTCCTTA-1 2 0.000
#> TTCTACGAACGTAC-1 1 0.000
#> TTCTACGAGTTGGT-1 1 0.000
#> TTCTAGTGACACGT-1 1 0.000
#> TTCTAGTGCATGAC-1 2 0.000
#> TTCTAGTGGAGAGC-1 3 0.000
#> TTCTAGTGGTCACA-1 2 0.000
#> TTCTCAGAAGAGAT-1 1 0.000
#> TTCTCAGAAGCATC-1 4 0.000
#> TTCTCAGATGGAGG-1 1 0.000
#> TTCTGATGGAGACG-1 3 0.000
#> TTCTTACTCTGGAT-1 2 0.000
#> TTGAACCTCCTTGC-1 4 0.000
#> TTGAATGAACTACG-1 2 0.000
#> TTGAATGACTTACT-1 1 0.000
#> TTGAATGATCTCAT-1 4 0.000
#> TTGACACTCTGTAG-1 1 0.000
#> TTGACACTGATAAG-1 4 0.000
#> TTGAGGACAGAACA-1 2 0.000
#> TTGAGGACTACGCA-1 2 0.000
#> TTGAGGTGGACGGA-1 1 0.000
#> TTGCATTGAGCTAC-1 1 0.000
#> TTGCATTGCTAAGC-1 2 0.000
#> TTGCATTGTGACTG-1 1 0.000
#> TTGCTAACACCAAC-1 1 0.751
#> TTGCTAACACGCTA-1 2 0.000
#> TTGCTAACCACTCC-1 1 0.000
#> TTGCTATGGTACGT-1 2 0.000
#> TTGCTATGGTAGGG-1 2 0.000
#> TTGGAGACCAATCG-1 1 0.000
#> TTGGAGACGCTATG-1 2 0.000
#> TTGGAGACTATGGC-1 4 0.000
#> TTGGGAACTGAACC-1 1 0.000
#> TTGGTACTACTGGT-1 2 0.000
#> TTGGTACTCTTAGG-1 1 0.000
#> TTGGTACTGAATCC-1 4 0.000
#> TTGGTACTGGATTC-1 4 0.000
#> TTGTACACGTTGTG-1 4 0.000
#> TTGTACACTTGCAG-1 1 0.000
#> TTGTAGCTAGCTCA-1 1 0.000
#> TTGTAGCTCTCTTA-1 4 0.000
#> TTGTCATGGACGGA-1 3 0.000
#> TTTAGAGATCCTCG-1 4 0.000
#> TTTAGCTGATACCG-1 1 0.000
#> TTTAGCTGGATACC-1 2 0.000
#> TTTAGCTGTACTCT-1 2 0.000
#> TTTAGGCTCCTTTA-1 2 0.000
#> TTTATCCTGTTGTG-1 2 0.000
#> TTTCACGAGGTTCA-1 1 0.000
#> TTTCAGTGGAAGGC-1 1 0.000
#> TTTCAGTGTCACGA-1 4 0.000
#> TTTCAGTGTCTATC-1 2 0.000
#> TTTCAGTGTGCAGT-1 4 0.000
#> TTTCCAGAGGTGAG-1 1 0.000
#> TTTCGAACACCTGA-1 4 0.249
#> TTTCGAACTCTCAT-1 2 0.000
#> TTTCTACTGAGGCA-1 4 0.249
#> TTTCTACTTCCTCG-1 4 0.000
#> TTTGCATGAGAGGC-1 4 0.000
#> TTTGCATGCCTCAC-1 1 0.000
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample Seurat_class(p-value) k
#> ATC:skmeans 2329 0 2
#> ATC:skmeans 2337 0 3
#> ATC:skmeans 2424 0 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node0. Child nodes: Node021 , Node022 , Node031-leaf , Node032-leaf , Node041-leaf , Node042-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["02"]
A summary of res and all the functions that can be applied to it:
res
#> A 'DownSamplingConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 3664 rows and 500 columns, randomly sampled from 672 columns.
#> Top rows (348) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 3.
#>
#> Following methods can be applied to this 'DownSamplingConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 0.962 0.956 0.982 0.500 0.501 0.501
#> 3 3 0.937 0.930 0.971 0.292 0.801 0.623
#> 4 4 0.810 0.842 0.921 0.154 0.859 0.623
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 3
#> attr(,"optional")
#> [1] 2
There is also optional best \(k\) = 2 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
get_classes(res, k = 2)
#> class p
#> AAACCGTGCTTCCG-1 2 0.000
#> AAACGCTGTTTCTG-1 1 1.000
#> AAAGAGACGCGAGA-1 1 0.000
#> AAAGCAGATATCGG-1 2 0.502
#> AAAGTTTGTAGCGT-1 1 0.000
#> AAATCAACCCTATT-1 2 0.000
#> AAATCATGACCACA-1 2 0.000
#> AAATGTTGAACGAA-1 1 0.000
#> AAATGTTGTGGCAT-1 2 0.249
#> AAATTCGAATCACG-1 1 0.000
#> AAATTCGAGCTGAT-1 2 0.000
#> AACACGTGGAACCT-1 1 0.249
#> AACACGTGTACGAC-1 2 0.000
#> AACAGCACAAGAGT-1 1 0.000
#> AACATTGATGGGAG-1 2 0.000
#> AACCAGTGATACCG-1 2 0.000
#> AACCGATGTTCTAC-1 1 0.000
#> AACCGCCTCTACGA-1 2 0.747
#> AACCTACTGTGAGG-1 2 0.000
#> AACCTTACTAACGC-1 2 0.000
#> AACCTTTGTACGCA-1 2 0.000
#> AACTCACTCAAGCT-1 1 0.000
#> AACTCACTTGGAGG-1 1 0.000
#> AACTCGGAAGGTCT-1 1 0.249
#> AACTGTCTCCCTTG-1 1 0.000
#> AAGACAGATTACCT-1 1 0.000
#> AAGATGGAGAACTC-1 2 0.498
#> AAGATGGAGATAAG-1 2 0.751
#> AAGATTACAGATCC-1 2 1.000
#> AAGATTACCCGTTC-1 1 0.747
#> AAGATTACCGCCTT-1 1 0.000
#> AAGATTACTCCTCG-1 1 0.249
#> AAGCCATGAACTGC-1 2 0.000
#> AAGCCATGACACGT-1 1 0.498
#> AAGCCTGACCGAAT-1 1 0.000
#> AAGCGACTCCTCAC-1 2 0.000
#> AAGCGACTTTGACG-1 2 0.000
#> AAGGTCACGGTTAC-1 1 0.000
#> AAGTAACTCTGAAC-1 1 0.000
#> AAGTTCCTCATTCT-1 2 0.000
#> AATCCTTGACGGGA-1 1 0.000
#> AATCTCACAGCCTA-1 2 0.502
#> AATGATACGGTCAT-1 2 0.751
#> AATGCGTGGACGGA-1 1 0.249
#> AATGGAGAATCGTG-1 1 0.000
#> AATGTTGAGTTGAC-1 1 0.000
#> AATTACGAATTCCT-1 2 1.000
#> AATTGATGTCGCAA-1 2 0.000
#> ACAAATTGATTCTC-1 2 0.000
#> ACAAATTGCTCAGA-1 1 0.000
#> ACAAGAGAAGTCGT-1 2 0.249
#> ACACGATGATGTGC-1 1 0.000
#> ACAGCAACACCTAG-1 1 0.000
#> ACAGCAACCTCAAG-1 2 0.000
#> ACAGTGTGTTGCGA-1 1 0.000
#> ACATCACTCTACTT-1 1 0.000
#> ACATTCTGGGAACG-1 1 0.000
#> ACCAGTGAATACCG-1 2 0.000
#> ACCAGTGATGACTG-1 1 0.000
#> ACCCAAGAATTCCT-1 2 0.000
#> ACCCACTGCGCCTT-1 1 0.000
#> ACCCACTGTCGTAG-1 2 1.000
#> ACCCAGCTGTTAGC-1 1 0.000
#> ACCCTCGATAAGGA-1 2 0.253
#> ACCCTCGATCAAGC-1 1 1.000
#> ACCTATTGTGCCCT-1 2 0.000
#> ACCTGAGATATCGG-1 1 0.000
#> ACCTTTGACTCCCA-1 2 0.253
#> ACCTTTGAGGAACG-1 2 0.249
#> ACCTTTGAGGAAGC-1 2 0.000
#> ACGAACTGGCTATG-1 2 0.000
#> ACGACCCTATCTCT-1 2 0.000
#> ACGAGGGACAGGAG-1 2 0.000
#> ACGATCGAGTCACA-1 1 0.000
#> ACGCCACTGAACTC-1 1 0.751
#> ACGCCGGAAACCAC-1 1 0.000
#> ACGCCTTGCTCCCA-1 2 0.000
#> ACGGAACTGTCGTA-1 2 0.000
#> ACGGAGGACTCTTA-1 1 0.253
#> ACGGTATGAGTCGT-1 1 0.000
#> ACGTCAGAGAGCTT-1 1 0.249
#> ACGTCCTGATAAGG-1 1 0.000
#> ACGTCCTGTGAACC-1 2 0.000
#> ACGTCGCTCTATTC-1 1 0.249
#> ACGTGATGCCATGA-1 2 1.000
#> ACGTGATGTAACCG-1 2 0.000
#> ACGTTGGACCGTAA-1 1 0.000
#> ACGTTGGATCAGGT-1 2 0.498
#> ACTAAAACTCGACA-1 1 0.000
#> ACTCAGGATTCGTT-1 1 0.000
#> ACTCGCACGAAAGT-1 1 0.249
#> ACTCGCACTACGAC-1 1 0.000
#> ACTGAGACCCATAG-1 2 0.000
#> ACTGTTACCCACAA-1 1 0.000
#> ACTTAAGATTACTC-1 1 0.000
#> ACTTAGCTGCGTAT-1 2 0.000
#> ACTTGGGAGAAAGT-1 1 0.000
#> ACTTGGGATGTGAC-1 1 1.000
#> ACTTGGGATTGACG-1 2 1.000
#> ACTTTGTGGATAGA-1 2 1.000
#> AGAAAGTGGGGATG-1 1 0.000
#> AGACACTGTCAAGC-1 1 0.000
#> AGACCTGAAGTAGA-1 1 0.000
#> AGACGTACCTCTTA-1 1 0.000
#> AGACGTACTCGTGA-1 2 0.000
#> AGAGATGAGGTTTG-1 1 0.000
#> AGAGCGGAGGCAAG-1 2 0.000
#> AGAGTCTGGTCGTA-1 2 0.000
#> AGATATTGGCCAAT-1 2 0.751
#> AGATCGTGTCTGGA-1 1 0.249
#> AGATTAACGTTCTT-1 2 0.000
#> AGATTCCTCACTTT-1 1 0.000
#> AGATTCCTGACGAG-1 1 0.000
#> AGCACTGATGCTTT-1 2 0.253
#> AGCATCGAGCTTCC-1 1 0.000
#> AGCATCGATAACCG-1 2 1.000
#> AGCCAATGGGGAGT-1 2 0.000
#> AGCCTCACTGTCAG-1 2 0.000
#> AGCGTAACTGAGAA-1 2 0.000
#> AGCTGAACCATACG-1 2 0.000
#> AGCTGCCTTGGGAG-1 1 1.000
#> AGGAACCTCTTAGG-1 2 0.000
#> AGGGCGCTAACCAC-1 1 0.000
#> AGGGTGGACTCAAG-1 1 0.502
#> AGGGTTTGTTCATC-1 1 0.249
#> AGGTCTGATTCTCA-1 2 0.000
#> AGGTTCGAACCTCC-1 1 0.000
#> AGGTTCGAACGTAC-1 1 0.000
#> AGTAGGCTTGCCTC-1 2 0.000
#> AGTATAACTTGTCT-1 2 0.000
#> AGTCTACTAGGGTG-1 1 0.000
#> AGTCTACTTGCATG-1 2 0.000
#> AGTGACTGCAACTG-1 2 0.000
#> AGTGTTCTCACTTT-1 1 0.000
#> AGTTATGAACAGTC-1 1 0.000
#> AGTTCTACCAGCTA-1 1 0.000
#> ATAACAACATGCTG-1 1 0.000
#> ATAAGTTGGTACGT-1 1 1.000
#> ATAATGACTCGTGA-1 1 0.000
#> ATACCACTCGTACA-1 1 0.000
#> ATACCACTCTAAGC-1 2 0.000
#> ATACCGGAATGCTG-1 2 0.000
#> ATACCGGACATTTC-1 1 1.000
#> ATACCGGAGGTGTT-1 1 0.000
#> ATACGGACAGACTC-1 1 0.000
#> ATACGGACCTACTT-1 1 0.253
#> ATACGGACTCTGGA-1 1 0.000
#> ATACGTCTTAACGC-1 1 0.000
#> ATACTCTGCTTCGC-1 2 0.751
#> ATAGCGTGCCCTTG-1 1 0.000
#> ATAGCGTGGTATCG-1 1 0.000
#> ATAGGAGAAACAGA-1 2 0.249
#> ATAGTCCTAGTGTC-1 1 0.249
#> ATAGTTGACCCTCA-1 2 0.000
#> ATATAGTGGAATGA-1 1 0.000
#> ATATGCCTAGATCC-1 1 0.000
#> ATCAAATGAGCCTA-1 1 0.000
#> ATCAAATGGGTAAA-1 2 0.000
#> ATCCAGGACGCTAA-1 2 0.000
#> ATCCATACTCCTTA-1 1 0.000
#> ATCCATACTTCATC-1 2 0.000
#> ATCGACGAAACTGC-1 2 0.751
#> ATCGCAGAATCTCT-1 2 0.000
#> ATCGCGCTCAGAGG-1 1 0.000
#> ATCGTTTGCCTACC-1 2 1.000
#> ATCGTTTGGGTACT-1 1 0.000
#> ATCGTTTGTGCCAA-1 1 0.000
#> ATCTACACCCGCTT-1 1 0.000
#> ATCTCAACCTTGTT-1 1 0.000
#> ATCTGGGAAACCAC-1 2 0.502
#> ATCTGGGAAGTGTC-1 2 0.000
#> ATCTGTTGCCTTCG-1 2 0.000
#> ATCTTGACCTCCCA-1 1 0.000
#> ATGACGTGATCGGT-1 2 0.000
#> ATGATATGTTGTCT-1 2 0.000
#> ATGCACGATTGGTG-1 2 0.000
#> ATGCCAGACAGTCA-1 1 0.000
#> ATGCCGCTTGAACC-1 2 0.000
#> ATGCGATGCTATGG-1 2 1.000
#> ATGTAAACGGGATG-1 2 0.249
#> ATGTAAACTTCACT-1 1 1.000
#> ATGTACCTTTATCC-1 1 0.000
#> ATGTCACTAATGCC-1 1 0.000
#> ATGTTCACAGTCTG-1 1 0.000
#> ATTACCTGCCTTAT-1 1 0.000
#> ATTACCTGGAGGAC-1 2 0.000
#> ATTCCAACCATTGG-1 1 0.253
#> ATTCGACTGAATAG-1 1 0.000
#> ATTCGACTTTTGTC-1 2 0.000
#> ATTCGGGAAAGGCG-1 1 0.000
#> ATTGCACTGAGAGC-1 2 0.000
#> ATTGCACTGGAGCA-1 1 0.000
#> ATTGCACTTGCTTT-1 2 0.000
#> ATTGTAGATTCCCG-1 2 0.000
#> ATTTAGGAACCATG-1 2 0.000
#> ATTTCTCTACTTTC-1 2 0.000
#> ATTTCTCTCACTTT-1 2 0.000
#> ATTTGCACAAGATG-1 1 0.000
#> CAAAGCTGTTGCTT-1 1 0.000
#> CAAATTGATGGAGG-1 1 0.000
#> CAACCAGAGTTCAG-1 2 1.000
#> CAACCAGATAGAAG-1 1 0.000
#> CAACGATGCGCAAT-1 2 0.000
#> CAACGTGACTCCAC-1 2 0.502
#> CAACGTGATCAAGC-1 1 0.249
#> CAAGAAGACGTCTC-1 2 0.253
#> CAAGCTGACCATAG-1 2 0.000
#> CAAGTCGATAGCGT-1 1 0.000
#> CAATAAACGCCATA-1 1 0.000
#> CAATAATGAACTGC-1 1 0.000
#> CAATTCTGCTTGTT-1 2 1.000
#> CAATTCTGGCGTAT-1 2 0.000
#> CACAGATGGTTTCT-1 1 0.000
#> CACAGCCTTGCCAA-1 2 0.000
#> CACAGTGATGAAGA-1 1 0.000
#> CACTGAGACAGTCA-1 1 0.253
#> CACTGCTGAGACTC-1 2 0.000
#> CAGACCCTAAGGTA-1 2 0.000
#> CAGCAATGTCTACT-1 1 0.000
#> CAGCAATGTGAGGG-1 1 0.000
#> CAGCACCTGTAGGG-1 2 0.747
#> CAGCATGACAACCA-1 1 0.000
#> CAGCCTTGCTACCC-1 1 0.000
#> CAGCTAGATGTGAC-1 1 0.000
#> CAGCTCTGTCGTAG-1 2 1.000
#> CAGGAACTCTCAGA-1 1 0.000
#> CAGGCCGAATCTCT-1 2 0.000
#> CAGGTAACAGACTC-1 1 0.751
#> CAGTTGGAAAGAGT-1 2 0.000
#> CATAAAACGGAGCA-1 1 0.000
#> CATACTACGTACCA-1 1 0.249
#> CATACTTGGGTTAC-1 2 0.000
#> CATATAGACTAAGC-1 1 0.498
#> CATCAGGATCCTAT-1 2 0.000
#> CATCAGGATGCACA-1 2 0.000
#> CATCAGGATTTCGT-1 1 0.000
#> CATCATACCGCATA-1 2 0.000
#> CATCTCCTCGAACT-1 2 0.253
#> CATGCGCTAGTCAC-1 2 0.000
#> CATGCGCTCAGATC-1 1 0.000
#> CATGCGCTTTGCAG-1 2 0.000
#> CATGGCCTAGGGTG-1 1 0.000
#> CATGTTTGGGGATG-1 1 0.000
#> CATTAGCTCCACAA-1 1 0.000
#> CATTGACTAGCGGA-1 1 0.000
#> CATTGTACTTTGCT-1 2 0.000
#> CCAAAGTGCTACGA-1 2 1.000
#> CCAAAGTGTGAGAA-1 1 0.498
#> CCAACCTGACGTAC-1 1 0.000
#> CCAACCTGTTCGCC-1 1 0.000
#> CCAATTTGAACGTC-1 1 0.000
#> CCACCATGGACGAG-1 2 0.000
#> CCACTGACCCGCTT-1 1 0.000
#> CCACTGTGGGAAGC-1 1 0.000
#> CCACTTCTCGGGAA-1 2 0.253
#> CCAGCACTGCGATT-1 2 0.000
#> CCAGCGGAAAGGCG-1 1 0.000
#> CCAGCGGACGACTA-1 1 0.000
#> CCAGGTCTAGCATC-1 1 0.249
#> CCAGTCACACTGGT-1 1 0.000
#> CCATCCGATTCGCC-1 1 0.000
#> CCATCGTGCTAGAC-1 2 0.000
#> CCCAACACTTTGTC-1 2 1.000
#> CCCAACTGCAATCG-1 1 0.000
#> CCCAGACTGCCTTC-1 2 0.000
#> CCCAGACTTTCGCC-1 2 0.000
#> CCCAGTTGCAGTTG-1 2 0.000
#> CCCGGAGAAGGGTG-1 1 0.000
#> CCCTACGAATTGGC-1 1 0.502
#> CCCTTACTAACCAC-1 2 1.000
#> CCGAAAACCTTGTT-1 2 0.000
#> CCGACTACCCAGTA-1 2 1.000
#> CCGATAGAGTTGGT-1 2 0.498
#> CCGCGAGACACACA-1 1 0.000
#> CCGCTATGTGCAAC-1 2 0.751
#> CCGCTATGTGCACA-1 1 0.000
#> CCGTACACGTTGGT-1 2 1.000
#> CCTAAGGACTAGCA-1 1 0.000
#> CCTATAACGAGACG-1 1 1.000
#> CCTATAACTGCATG-1 2 0.249
#> CCTCGAACCCGTAA-1 2 0.000
#> CCTCTACTCTTCGC-1 1 0.000
#> CCTGCAACACGTTG-1 1 0.000
#> CCTTAATGTTCTAC-1 2 0.000
#> CCTTCACTGGAGTG-1 1 0.000
#> CCTTTAGATTCATC-1 1 0.000
#> CGAACATGCCCTAC-1 1 0.502
#> CGAATCGAGGAGCA-1 1 0.000
#> CGACTGCTTCCTCG-1 1 0.000
#> CGAGAACTTGTTCT-1 1 0.000
#> CGAGCGTGTATGCG-1 1 0.000
#> CGAGGCACTATGCG-1 2 0.502
#> CGAGGCTGGCAGTT-1 1 0.000
#> CGAGTATGTCACCC-1 2 0.000
#> CGATACGAACAGTC-1 2 0.502
#> CGATAGACCCGTAA-1 1 0.253
#> CGATAGACGTAGGG-1 1 0.000
#> CGATCAGATGTGAC-1 2 0.000
#> CGCACTTGTCACGA-1 1 0.000
#> CGCAGGACTTGTCT-1 2 0.000
#> CGCAGGTGCCATAG-1 2 0.000
#> CGCATAGATCACGA-1 1 0.000
#> CGCCTAACGAATGA-1 2 1.000
#> CGCGATCTCAGTCA-1 1 0.000
#> CGCGATCTGTTGAC-1 1 0.000
#> CGCTACTGAACAGA-1 2 1.000
#> CGCTCATGCATTTC-1 1 0.000
#> CGGATAACAACGAA-1 1 0.000
#> CGGATAACTCAGTG-1 1 0.000
#> CGGCACGACTACGA-1 2 0.000
#> CGGCATCTTCGTAG-1 1 0.000
#> CGGCGAACCAGTCA-1 2 0.000
#> CGTAGCCTCTCTCG-1 1 0.000
#> CGTAGCCTGTATGC-1 2 0.000
#> CGTCAAGAAAGGTA-1 1 0.000
#> CGTGCACTTATGGC-1 2 0.502
#> CGTGTAGAGTTCAG-1 1 0.000
#> CGTTAGGATCATTC-1 2 0.000
#> CTAACACTAGTGCT-1 2 0.502
#> CTAAGGACGCCATA-1 1 0.000
#> CTAATGCTTGTGGT-1 1 0.000
#> CTACGCACACCTAG-1 2 0.000
#> CTACGGCTTTCTTG-1 2 0.000
#> CTACTATGAACCAC-1 1 0.000
#> CTACTATGATGTGC-1 1 0.000
#> CTACTCCTGCCATA-1 1 0.000
#> CTAGAGACTTTGGG-1 2 0.000
#> CTAGGTGATGGTTG-1 2 0.000
#> CTATACTGAGGTTC-1 1 0.000
#> CTATACTGCGCTAA-1 1 0.000
#> CTATAGCTTCGCTC-1 1 0.000
#> CTATAGCTTGCCTC-1 1 0.000
#> CTATCCCTCCACCT-1 1 0.000
#> CTATTGACAAACGA-1 1 0.000
#> CTATTGACACTGGT-1 2 0.000
#> CTATTGACGGTGAG-1 2 0.000
#> CTCAATTGGTTGCA-1 1 0.000
#> CTCAGCACTGAACC-1 1 0.000
#> CTCAGCTGAACCTG-1 1 0.000
#> CTCAGGCTCGTTGA-1 2 0.000
#> CTCATTGATGCTTT-1 2 0.000
#> CTCCACGAGAGATA-1 2 0.000
#> CTCCGAACAAGTGA-1 2 0.000
#> CTCCTACTGCCTTC-1 1 0.000
#> CTCGAAGATTAGGC-1 1 0.000
#> CTCTAATGTCCAAG-1 1 0.000
#> CTGAAGTGAAGCCT-1 2 0.000
#> CTGATTTGGTGTTG-1 2 1.000
#> CTGCAGCTGGATTC-1 2 0.000
#> CTGCCAACTAACCG-1 1 1.000
#> CTGGCACTCAAGCT-1 1 0.000
#> CTGTATACGTACGT-1 2 0.000
#> CTGTGAGACAACCA-1 2 0.000
#> CTGTGAGACGAACT-1 1 0.000
#> CTGTGAGACTGTAG-1 1 0.000
#> CTTACAACTCCCGT-1 1 0.000
#> CTTCACCTACCTGA-1 2 0.000
#> CTTGATTGATCTTC-1 1 0.000
#> GAAACCTGGACTAC-1 2 0.000
#> GAAAGATGCTGATG-1 2 0.000
#> GAAAGATGCTTCGC-1 1 0.000
#> GAAAGTGAAAGTGA-1 2 0.000
#> GAAAGTGACCACAA-1 1 0.000
#> GAAATACTACCAAC-1 1 0.000
#> GAACACACGTGCAT-1 2 0.249
#> GAACAGCTAACTGC-1 2 0.000
#> GAACAGCTCTCAGA-1 2 0.000
#> GAACTGTGACCTGA-1 2 0.000
#> GAACTGTGCCAGTA-1 1 0.000
#> GAAGCGGACCTATT-1 2 0.000
#> GAAGCTACGAATGA-1 2 1.000
#> GAAGGGTGCTTAGG-1 1 0.000
#> GAAGGTCTTAAAGG-1 2 0.000
#> GAAGTAGATCCAAG-1 2 0.000
#> GAAGTCACCCTCGT-1 1 0.000
#> GAAGTGCTCCGCTT-1 2 0.000
#> GACAGTACGAGCTT-1 2 0.000
#> GACAGTACTTCGGA-1 2 0.000
#> GACATTCTCCACCT-1 2 0.000
#> GACCAAACGACTAC-1 1 0.249
#> GACCAAACGTATCG-1 1 0.751
#> GACCTCACGTACGT-1 2 0.747
#> GACGGCACGAGATA-1 2 0.498
#> GACGTCCTCTCAAG-1 1 0.000
#> GACTCCTGTTGGTG-1 1 0.000
#> GACTGAACCAATCG-1 1 0.000
#> GAGATAGAAAAAGC-1 2 0.249
#> GAGATCACGACAAA-1 2 0.000
#> GAGCATACTTTGCT-1 2 0.000
#> GAGCGCACGCGTAT-1 1 0.000
#> GAGCGCTGTCTTAC-1 1 0.000
#> GAGGTACTACTCAG-1 1 0.000
#> GAGGTACTTAGCGT-1 2 0.502
#> GAGGTTACTCGTTT-1 2 0.751
#> GAGGTTTGTAAGCC-1 1 0.000
#> GAGTTGTGCATGGT-1 1 0.000
#> GAGTTGTGGCGAGA-1 1 0.000
#> GAGTTGTGTATGCG-1 2 0.000
#> GATAAGGAGAAACA-1 1 0.000
#> GATAAGGATTCACT-1 1 0.000
#> GATACTCTTGACTG-1 1 0.000
#> GATAGAGATCACGA-1 1 0.000
#> GATAGCACGAAGGC-1 2 0.000
#> GATATATGTGGAGG-1 1 0.000
#> GATATCCTCCCGTT-1 1 0.000
#> GATATTGACGAGTT-1 2 0.000
#> GATCCGCTGGTCAT-1 1 0.751
#> GATCGATGTAAGGA-1 1 0.000
#> GATCTTACACCCAA-1 2 0.000
#> GATCTTACGAATAG-1 1 0.751
#> GATCTTACGAGATA-1 1 0.000
#> GATGCCCTGGCAAG-1 1 0.000
#> GATTCGGACAGGAG-1 2 1.000
#> GATTCGGAGAAGGC-1 2 0.000
#> GATTCTTGATTCGG-1 2 0.751
#> GATTTAGACACTCC-1 2 0.000
#> GATTTAGATTCGTT-1 1 0.000
#> GATTTGCTAACGGG-1 1 0.000
#> GCAACCCTCCTCGT-1 1 0.000
#> GCAATCGAGACGTT-1 2 0.000
#> GCAATCGATCCTTA-1 1 0.747
#> GCACAATGGTGCAT-1 1 0.000
#> GCACCACTCATGAC-1 1 0.000
#> GCACCACTGTTTGG-1 1 0.000
#> GCACCACTTTCGGA-1 1 0.498
#> GCACCTTGGGGAGT-1 2 0.249
#> GCACGGTGCTATGG-1 2 0.751
#> GCACTAGACCTTTA-1 2 0.000
#> GCCACGGAGGCGAA-1 1 0.000
#> GCCGACGAACTCTT-1 2 0.747
#> GCCGTACTGGCAAG-1 1 0.000
#> GCCTACACCACTGA-1 2 0.000
#> GCCTAGCTTCTCTA-1 2 0.000
#> GCCTGACTCTCAAG-1 1 0.000
#> GCGAGCACTTGCTT-1 1 0.502
#> GCGCACGACTTTAC-1 1 0.000
#> GCGGCAACTGTCGA-1 1 0.000
#> GCGTAAACACGGTT-1 2 0.000
#> GCGTAATGCACCAA-1 2 0.000
#> GCGTATGATGAGAA-1 2 0.751
#> GCTACCTGAGAAGT-1 1 0.000
#> GCTAGATGAGCTCA-1 1 0.000
#> GCTCAAGAACCATG-1 2 0.000
#> GCTCAAGAAGTCAC-1 2 0.249
#> GCTCGACTCTAGTG-1 1 0.000
#> GCTGATGAGGTATC-1 1 0.000
#> GCTTAACTACAGTC-1 1 0.000
#> GCTTAACTTAGACC-1 1 0.000
#> GGAACACTCACTTT-1 1 0.000
#> GGAACTTGAAGGTA-1 2 0.751
#> GGAACTTGCTCCAC-1 1 0.751
#> GGAAGGACATCGGT-1 1 0.000
#> GGAATCTGCTTGTT-1 1 0.000
#> GGACCCGAAGCTAC-1 2 0.751
#> GGACCGTGCTTACT-1 1 0.000
#> GGACCGTGGGAACG-1 2 0.000
#> GGACCTCTGTAAGA-1 1 0.751
#> GGACGAGAGTGTCA-1 1 0.000
#> GGAGCGCTACGCAT-1 2 0.249
#> GGAGGATGGTTGAC-1 1 0.747
#> GGAGGATGTCAGTG-1 1 0.502
#> GGATGTACGTCTTT-1 1 0.000
#> GGATTTCTTTGTCT-1 2 0.000
#> GGCAAGGACTTGGA-1 1 0.000
#> GGCACGTGGCTTAG-1 2 0.000
#> GGCCCAGAAAGTAG-1 1 0.000
#> GGCGCATGCCTAAG-1 2 0.000
#> GGCTCACTACTCAG-1 1 0.000
#> GGGAACGAAGCTCA-1 2 0.000
#> GGGAACGAGTGTCA-1 1 1.000
#> GGGAAGTGTTGAGC-1 1 0.000
#> GGGACCTGACCCTC-1 1 0.000
#> GGGATGGATGGTTG-1 1 0.000
#> GGGCAAGATGCATG-1 1 0.000
#> GGGCACACGGTGAG-1 2 0.000
#> GGGCCAACCTTGGA-1 2 0.000
#> GGGCCAACTACGCA-1 1 0.000
#> GGTACTGAACTCTT-1 1 0.000
#> GGTAGTACACTAGC-1 1 0.000
#> GGTAGTACGCCATA-1 1 0.000
#> GGTATCGAGACAAA-1 1 0.000
#> GGTCTAGAGAAACA-1 1 0.000
#> GGTCTAGATAGCGT-1 2 0.000
#> GGTGATACGACTAC-1 1 0.000
#> GGTGGAGATCTCTA-1 1 0.000
#> GTAACGTGACCTCC-1 2 0.249
#> GTAAGCTGGTACCA-1 1 0.000
#> GTAATAACCTTCTA-1 1 0.000
#> GTACCCTGACAGTC-1 2 0.000
#> GTAGACTGAGATGA-1 1 0.000
#> GTAGCAACAGTCGT-1 1 0.000
#> GTAGCAACGGTAGG-1 1 0.000
#> GTAGCATGTAAGCC-1 1 0.000
#> GTAGCTGAAGCTAC-1 2 0.000
#> GTAGGTACACGGGA-1 1 0.000
#> GTAGTGTGAGGCGA-1 1 0.000
#> GTATCACTGGTAGG-1 1 0.000
#> GTCAACGAGTGTAC-1 1 0.000
#> GTCCACTGGGTACT-1 2 0.000
#> GTCCCATGTGGTGT-1 2 0.000
#> GTCGAATGAAGGCG-1 2 0.000
#> GTCTAACTGGTCTA-1 2 0.000
#> GTCTAGGAGCTTCC-1 1 0.000
#> GTGATTCTCTCTCG-1 1 0.000
#> GTGGATTGCACTAG-1 2 0.000
#> GTTAACCTTGCTTT-1 2 0.000
#> GTTAGGTGCCAGTA-1 2 1.000
#> GTTAGGTGCCCAAA-1 2 0.000
#> GTTGAGTGGTCTTT-1 2 1.000
#> GTTGGATGTTTACC-1 2 0.000
#> GTTGTACTATTCCT-1 2 1.000
#> GTTTAAGACCATGA-1 1 0.000
#> TAACACCTTCGCTC-1 1 0.000
#> TAACACCTTCGTAG-1 2 1.000
#> TAACGTCTCAACCA-1 1 0.000
#> TAACTCACGAGGAC-1 1 0.000
#> TAACTCACGTATCG-1 1 0.000
#> TAAGAACTGTGTCA-1 1 0.000
#> TAAGATACGGTTCA-1 1 0.000
#> TAAGCGTGAGGTTC-1 1 0.000
#> TAAGCGTGGACAAA-1 2 0.000
#> TAAGCGTGTGCTCC-1 2 0.000
#> TAAGGCTGTCTCGC-1 2 0.498
#> TAATGTGACTGCAA-1 2 0.249
#> TACAATGAAAACAG-1 1 0.000
#> TACATCACCTGTTT-1 2 0.000
#> TACATCACTGAACC-1 2 0.000
#> TACCATTGCGGGAA-1 1 1.000
#> TACCATTGGGGATG-1 1 0.000
#> TACCATTGTGAGGG-1 1 0.000
#> TACGAGTGATGCTG-1 2 0.000
#> TACGATCTCACTGA-1 2 0.000
#> TACGCCACTCCCAC-1 2 0.000
#> TACGTTACCAAGCT-1 1 0.000
#> TACTAAGATGATGC-1 1 0.000
#> TACTACTGAACCTG-1 1 0.000
#> TACTCAACGGTCTA-1 1 0.000
#> TAGAAACTGCTTCC-1 1 0.000
#> TAGCATCTGCTGTA-1 2 0.000
#> TAGCCGCTTTCCAT-1 2 0.498
#> TAGGCTGATGCCTC-1 1 0.000
#> TAGGTTCTTCTTAC-1 2 0.000
#> TAGGTTCTTGCTGA-1 1 0.000
#> TAGTACCTAAGAAC-1 1 0.000
#> TATAAGACAGCTCA-1 2 0.000
#> TATAAGTGACACCA-1 2 0.000
#> TATAAGTGTATCGG-1 1 0.000
#> TATAAGTGTGGTGT-1 2 0.000
#> TATAGATGTTCCGC-1 2 0.000
#> TATCCAACCAGCTA-1 1 0.000
#> TATCGACTCGATAC-1 2 0.000
#> TATCGTACATTCCT-1 1 0.253
#> TATGAATGTTTGCT-1 2 0.000
#> TATGTCACTAACCG-1 2 0.000
#> TATGTGCTCCGATA-1 1 0.000
#> TATTGCTGAAGAAC-1 1 0.000
#> TATTTCCTATTGGC-1 1 0.000
#> TCAAGGACGGTGTT-1 1 0.000
#> TCAATCACAGTCGT-1 2 0.000
#> TCACAACTTTGCTT-1 1 0.000
#> TCACCCGAGACGGA-1 2 0.000
#> TCACCGTGCTCGCT-1 2 0.000
#> TCACCTCTTCCAAG-1 2 0.000
#> TCAGGATGCCTTTA-1 2 0.000
#> TCAGTTACCTACGA-1 1 1.000
#> TCATCAACTGTTCT-1 2 0.249
#> TCATTCGATACAGC-1 2 0.000
#> TCCACTCTGAGCTT-1 1 0.751
#> TCCCATCTCAAAGA-1 1 0.502
#> TCCCGAACTTCGCC-1 2 0.000
#> TCCCGATGCCTGAA-1 1 0.000
#> TCCGAAGACAATCG-1 1 0.000
#> TCGACCTGCCGATA-1 2 0.000
#> TCGACGCTTCTATC-1 1 0.000
#> TCGATTTGATGCCA-1 1 0.000
#> TCGATTTGCCTACC-1 1 0.000
#> TCTAACACGAGCAG-1 2 0.000
#> TCTAAGCTTCTAGG-1 2 0.000
#> TCTAAGCTTGTTCT-1 1 0.000
#> TCTACAACGACTAC-1 2 0.249
#> TCTAGACTTAGAAG-1 1 0.000
#> TCTAGTTGCACCAA-1 2 0.000
#> TCTATGTGAAGAGT-1 1 0.000
#> TCTTACGAACCTGA-1 1 0.000
#> TCTTCAGAGCTACA-1 2 0.000
#> TGAAATTGGTGAGG-1 1 0.747
#> TGAACCGACTACTT-1 2 0.000
#> TGAACCGATTCGGA-1 2 0.000
#> TGACGATGCAAAGA-1 1 0.000
#> TGACTGGAAGAGAT-1 1 0.000
#> TGACTTACAGTCTG-1 2 1.000
#> TGAGCTGAATGCTG-1 2 0.000
#> TGAGCTGACTGGAT-1 1 0.000
#> TGAGCTGATGCTAG-1 1 0.000
#> TGAGGACTCTCATT-1 1 0.000
#> TGAGGTACGAACCT-1 2 0.000
#> TGATACCTCACTAG-1 1 0.000
#> TGATCGGACTGACA-1 2 0.000
#> TGATCGGATATGCG-1 2 0.000
#> TGCAAGTGGGTAGG-1 1 0.000
#> TGCAATCTTCAGGT-1 2 0.000
#> TGCCAAGAGCAGTT-1 1 1.000
#> TGCCCAACCGCATA-1 2 0.000
#> TGCGATGAGTGCTA-1 1 0.751
#> TGCGCACTCTTGAG-1 1 0.000
#> TGCGTAGAATAAGG-1 1 0.000
#> TGCGTAGATGGTCA-1 2 0.000
#> TGCTATACGGTTCA-1 1 0.000
#> TGGAAAGAGGTCAT-1 2 0.000
#> TGGACCCTACACTG-1 1 0.000
#> TGGACCCTGGTACT-1 2 0.000
#> TGGAGACTATCAGC-1 1 0.000
#> TGGAGGGACGGAGA-1 1 1.000
#> TGGCACCTTCAGTG-1 2 0.502
#> TGGGTATGTTTGGG-1 1 0.000
#> TGGTAGTGCACTGA-1 1 0.249
#> TGGTTACTGACGTT-1 1 0.000
#> TGTAACCTTGCCTC-1 2 0.000
#> TGTACTTGCTCTAT-1 2 0.000
#> TGTAGGTGCTCTAT-1 2 0.000
#> TGTCAGGAGATGAA-1 2 0.000
#> TGTGAGACTGTCAG-1 2 0.000
#> TGTGAGTGAGTGCT-1 2 0.000
#> TGTTAAGACAAAGA-1 1 0.000
#> TGTTAAGATAAGGA-1 1 0.000
#> TGTTACACCGCATA-1 2 0.000
#> TGTTACACGACTAC-1 1 1.000
#> TTACCATGAATCGC-1 1 0.249
#> TTACGACTTGACAC-1 1 0.000
#> TTACTCGAAGAATG-1 1 0.000
#> TTACTCGACGCAAT-1 2 0.000
#> TTAGACCTCCTTTA-1 1 0.000
#> TTAGCTACTGTCCC-1 2 0.000
#> TTAGGGTGTCCTGC-1 2 0.000
#> TTAGGTCTACTTTC-1 1 0.000
#> TTATCCGAGAAAGT-1 2 0.000
#> TTATGGCTTATGGC-1 2 0.000
#> TTATTCCTATGCTG-1 2 0.000
#> TTCAACACCCCAAA-1 1 0.000
#> TTCAACACGGACGA-1 2 0.000
#> TTCAAGCTAAGAAC-1 1 0.502
#> TTCACAACCCGTTC-1 2 0.751
#> TTCACAACGTCTGA-1 1 1.000
#> TTCAGTACTCCTAT-1 1 0.000
#> TTCAGTTGTCCTTA-1 1 0.249
#> TTCATCGAGGTGGA-1 1 0.000
#> TTCATTCTATGTCG-1 1 0.253
#> TTCCAAACCTATGG-1 1 0.253
#> TTCCATGACGAGAG-1 1 0.000
#> TTCCCACTTGTCTT-1 1 0.000
#> TTCCTAGACTAGTG-1 2 0.000
#> TTCGAGGATAGAAG-1 2 0.000
#> TTCGGAGAATGCCA-1 1 0.000
#> TTCGTATGTCCTTA-1 2 0.000
#> TTCTAGTGCATGAC-1 1 0.000
#> TTCTAGTGGTCACA-1 2 0.000
#> TTCTTACTCTGGAT-1 2 0.000
#> TTGAATGAACTACG-1 2 0.000
#> TTGAGGACAGAACA-1 1 0.000
#> TTGAGGACTACGCA-1 2 0.000
#> TTGCATTGCTAAGC-1 1 0.000
#> TTGCTAACACGCTA-1 2 0.000
#> TTGCTATGGTACGT-1 2 0.253
#> TTGCTATGGTAGGG-1 2 0.000
#> TTGGAGACGCTATG-1 1 0.000
#> TTGGTACTACTGGT-1 2 0.000
#> TTTAGCTGGATACC-1 1 0.000
#> TTTAGCTGTACTCT-1 1 0.000
#> TTTAGGCTCCTTTA-1 1 0.000
#> TTTATCCTGTTGTG-1 2 0.000
#> TTTCAGTGTCTATC-1 1 1.000
#> TTTCGAACTCTCAT-1 1 0.000
get_classes(res, k = 3)
#> class p
#> AAACCGTGCTTCCG-1 3 0.747
#> AAACGCTGTTTCTG-1 1 1.000
#> AAAGAGACGCGAGA-1 3 0.000
#> AAAGCAGATATCGG-1 2 0.498
#> AAAGTTTGTAGCGT-1 1 0.000
#> AAATCAACCCTATT-1 2 0.249
#> AAATCATGACCACA-1 2 0.000
#> AAATGTTGAACGAA-1 1 0.000
#> AAATGTTGTGGCAT-1 3 0.000
#> AAATTCGAATCACG-1 1 0.000
#> AAATTCGAGCTGAT-1 2 0.000
#> AACACGTGGAACCT-1 1 0.000
#> AACACGTGTACGAC-1 2 0.000
#> AACAGCACAAGAGT-1 1 0.000
#> AACATTGATGGGAG-1 2 0.000
#> AACCAGTGATACCG-1 2 0.000
#> AACCGATGTTCTAC-1 1 0.498
#> AACCGCCTCTACGA-1 3 0.000
#> AACCTACTGTGAGG-1 3 0.000
#> AACCTTACTAACGC-1 2 0.000
#> AACCTTTGTACGCA-1 2 0.000
#> AACTCACTCAAGCT-1 3 0.000
#> AACTCACTTGGAGG-1 1 0.000
#> AACTCGGAAGGTCT-1 1 0.000
#> AACTGTCTCCCTTG-1 1 0.249
#> AAGACAGATTACCT-1 1 0.000
#> AAGATGGAGAACTC-1 3 0.498
#> AAGATGGAGATAAG-1 3 0.000
#> AAGATTACAGATCC-1 3 0.253
#> AAGATTACCCGTTC-1 3 0.498
#> AAGATTACCGCCTT-1 3 0.000
#> AAGATTACTCCTCG-1 1 0.249
#> AAGCCATGAACTGC-1 3 0.000
#> AAGCCATGACACGT-1 1 0.249
#> AAGCCTGACCGAAT-1 1 0.000
#> AAGCGACTCCTCAC-1 2 0.751
#> AAGCGACTTTGACG-1 2 0.000
#> AAGGTCACGGTTAC-1 1 0.000
#> AAGTAACTCTGAAC-1 1 0.000
#> AAGTTCCTCATTCT-1 2 0.000
#> AATCCTTGACGGGA-1 3 1.000
#> AATCTCACAGCCTA-1 3 0.000
#> AATGATACGGTCAT-1 3 0.000
#> AATGCGTGGACGGA-1 3 0.000
#> AATGGAGAATCGTG-1 1 0.000
#> AATGTTGAGTTGAC-1 1 0.000
#> AATTACGAATTCCT-1 3 0.000
#> AATTGATGTCGCAA-1 2 0.000
#> ACAAATTGATTCTC-1 2 0.000
#> ACAAATTGCTCAGA-1 1 0.000
#> ACAAGAGAAGTCGT-1 3 0.000
#> ACACGATGATGTGC-1 1 0.502
#> ACAGCAACACCTAG-1 1 0.000
#> ACAGCAACCTCAAG-1 2 0.000
#> ACAGTGTGTTGCGA-1 1 0.000
#> ACATCACTCTACTT-1 3 0.249
#> ACATTCTGGGAACG-1 3 0.253
#> ACCAGTGAATACCG-1 2 0.000
#> ACCAGTGATGACTG-1 1 0.000
#> ACCCAAGAATTCCT-1 2 0.000
#> ACCCACTGCGCCTT-1 1 0.000
#> ACCCACTGTCGTAG-1 3 0.000
#> ACCCAGCTGTTAGC-1 3 0.000
#> ACCCTCGATAAGGA-1 3 0.498
#> ACCCTCGATCAAGC-1 1 1.000
#> ACCTATTGTGCCCT-1 2 0.000
#> ACCTGAGATATCGG-1 1 0.498
#> ACCTTTGACTCCCA-1 3 0.000
#> ACCTTTGAGGAACG-1 3 0.000
#> ACCTTTGAGGAAGC-1 3 1.000
#> ACGAACTGGCTATG-1 2 0.000
#> ACGACCCTATCTCT-1 3 0.249
#> ACGAGGGACAGGAG-1 3 0.000
#> ACGATCGAGTCACA-1 1 0.249
#> ACGCCACTGAACTC-1 1 0.249
#> ACGCCGGAAACCAC-1 1 0.000
#> ACGCCTTGCTCCCA-1 2 0.000
#> ACGGAACTGTCGTA-1 2 0.000
#> ACGGAGGACTCTTA-1 1 0.249
#> ACGGTATGAGTCGT-1 1 0.000
#> ACGTCAGAGAGCTT-1 1 0.751
#> ACGTCCTGATAAGG-1 1 0.249
#> ACGTCCTGTGAACC-1 2 0.502
#> ACGTCGCTCTATTC-1 1 1.000
#> ACGTGATGCCATGA-1 3 0.000
#> ACGTGATGTAACCG-1 2 0.000
#> ACGTTGGACCGTAA-1 1 0.502
#> ACGTTGGATCAGGT-1 3 0.000
#> ACTAAAACTCGACA-1 1 0.000
#> ACTCAGGATTCGTT-1 1 0.000
#> ACTCGCACGAAAGT-1 3 0.000
#> ACTCGCACTACGAC-1 1 0.249
#> ACTGAGACCCATAG-1 2 0.000
#> ACTGTTACCCACAA-1 1 0.000
#> ACTTAAGATTACTC-1 3 0.000
#> ACTTAGCTGCGTAT-1 2 0.000
#> ACTTGGGAGAAAGT-1 3 0.000
#> ACTTGGGATGTGAC-1 1 1.000
#> ACTTGGGATTGACG-1 3 0.000
#> ACTTTGTGGATAGA-1 3 0.000
#> AGAAAGTGGGGATG-1 1 0.000
#> AGACACTGTCAAGC-1 1 0.000
#> AGACCTGAAGTAGA-1 1 0.502
#> AGACGTACCTCTTA-1 3 0.000
#> AGACGTACTCGTGA-1 2 0.000
#> AGAGATGAGGTTTG-1 1 0.000
#> AGAGCGGAGGCAAG-1 3 0.000
#> AGAGTCTGGTCGTA-1 2 0.000
#> AGATATTGGCCAAT-1 3 0.000
#> AGATCGTGTCTGGA-1 3 0.000
#> AGATTAACGTTCTT-1 2 0.000
#> AGATTCCTCACTTT-1 1 0.249
#> AGATTCCTGACGAG-1 3 0.249
#> AGCACTGATGCTTT-1 3 0.000
#> AGCATCGAGCTTCC-1 1 0.000
#> AGCATCGATAACCG-1 3 0.000
#> AGCCAATGGGGAGT-1 2 0.000
#> AGCCTCACTGTCAG-1 2 0.000
#> AGCGTAACTGAGAA-1 3 0.000
#> AGCTGAACCATACG-1 2 0.000
#> AGCTGCCTTGGGAG-1 1 0.751
#> AGGAACCTCTTAGG-1 2 0.000
#> AGGGCGCTAACCAC-1 1 0.000
#> AGGGTGGACTCAAG-1 1 0.498
#> AGGGTTTGTTCATC-1 1 1.000
#> AGGTCTGATTCTCA-1 2 0.502
#> AGGTTCGAACCTCC-1 1 0.000
#> AGGTTCGAACGTAC-1 1 0.000
#> AGTAGGCTTGCCTC-1 2 0.000
#> AGTATAACTTGTCT-1 2 0.000
#> AGTCTACTAGGGTG-1 1 0.000
#> AGTCTACTTGCATG-1 2 0.000
#> AGTGACTGCAACTG-1 2 0.000
#> AGTGTTCTCACTTT-1 1 0.249
#> AGTTATGAACAGTC-1 3 0.751
#> AGTTCTACCAGCTA-1 1 0.502
#> ATAACAACATGCTG-1 1 0.000
#> ATAAGTTGGTACGT-1 1 1.000
#> ATAATGACTCGTGA-1 1 0.249
#> ATACCACTCGTACA-1 1 0.000
#> ATACCACTCTAAGC-1 3 0.000
#> ATACCGGAATGCTG-1 3 0.000
#> ATACCGGACATTTC-1 3 0.498
#> ATACCGGAGGTGTT-1 1 0.000
#> ATACGGACAGACTC-1 1 0.000
#> ATACGGACCTACTT-1 1 0.000
#> ATACGGACTCTGGA-1 1 0.000
#> ATACGTCTTAACGC-1 1 0.000
#> ATACTCTGCTTCGC-1 3 0.000
#> ATAGCGTGCCCTTG-1 1 0.000
#> ATAGCGTGGTATCG-1 1 0.000
#> ATAGGAGAAACAGA-1 3 0.751
#> ATAGTCCTAGTGTC-1 1 1.000
#> ATAGTTGACCCTCA-1 2 0.000
#> ATATAGTGGAATGA-1 1 0.000
#> ATATGCCTAGATCC-1 1 0.000
#> ATCAAATGAGCCTA-1 1 0.747
#> ATCAAATGGGTAAA-1 2 0.000
#> ATCCAGGACGCTAA-1 2 0.000
#> ATCCATACTCCTTA-1 1 0.000
#> ATCCATACTTCATC-1 2 0.000
#> ATCGACGAAACTGC-1 3 0.000
#> ATCGCAGAATCTCT-1 2 0.000
#> ATCGCGCTCAGAGG-1 1 0.000
#> ATCGTTTGCCTACC-1 3 0.000
#> ATCGTTTGGGTACT-1 1 0.000
#> ATCGTTTGTGCCAA-1 1 0.000
#> ATCTACACCCGCTT-1 1 0.000
#> ATCTCAACCTTGTT-1 1 0.000
#> ATCTGGGAAACCAC-1 3 0.000
#> ATCTGGGAAGTGTC-1 3 0.000
#> ATCTGTTGCCTTCG-1 2 0.498
#> ATCTTGACCTCCCA-1 1 0.000
#> ATGACGTGATCGGT-1 2 0.000
#> ATGATATGTTGTCT-1 3 0.000
#> ATGCACGATTGGTG-1 2 0.249
#> ATGCCAGACAGTCA-1 1 0.498
#> ATGCCGCTTGAACC-1 3 0.000
#> ATGCGATGCTATGG-1 3 0.000
#> ATGTAAACGGGATG-1 3 0.000
#> ATGTAAACTTCACT-1 3 0.000
#> ATGTACCTTTATCC-1 1 0.000
#> ATGTCACTAATGCC-1 1 0.253
#> ATGTTCACAGTCTG-1 1 0.747
#> ATTACCTGCCTTAT-1 1 0.000
#> ATTACCTGGAGGAC-1 2 0.000
#> ATTCCAACCATTGG-1 3 0.498
#> ATTCGACTGAATAG-1 1 0.000
#> ATTCGACTTTTGTC-1 2 0.000
#> ATTCGGGAAAGGCG-1 1 0.253
#> ATTGCACTGAGAGC-1 2 0.000
#> ATTGCACTGGAGCA-1 1 0.000
#> ATTGCACTTGCTTT-1 2 0.000
#> ATTGTAGATTCCCG-1 3 0.000
#> ATTTAGGAACCATG-1 2 0.000
#> ATTTCTCTACTTTC-1 2 0.000
#> ATTTCTCTCACTTT-1 2 0.000
#> ATTTGCACAAGATG-1 1 0.000
#> CAAAGCTGTTGCTT-1 1 0.498
#> CAAATTGATGGAGG-1 1 0.000
#> CAACCAGAGTTCAG-1 3 0.000
#> CAACCAGATAGAAG-1 1 0.000
#> CAACGATGCGCAAT-1 2 0.000
#> CAACGTGACTCCAC-1 3 0.000
#> CAACGTGATCAAGC-1 1 0.751
#> CAAGAAGACGTCTC-1 3 0.000
#> CAAGCTGACCATAG-1 2 0.000
#> CAAGTCGATAGCGT-1 1 0.000
#> CAATAAACGCCATA-1 1 0.000
#> CAATAATGAACTGC-1 1 0.000
#> CAATTCTGCTTGTT-1 3 0.000
#> CAATTCTGGCGTAT-1 2 0.000
#> CACAGATGGTTTCT-1 3 0.253
#> CACAGCCTTGCCAA-1 2 0.000
#> CACAGTGATGAAGA-1 3 0.751
#> CACTGAGACAGTCA-1 1 0.000
#> CACTGCTGAGACTC-1 2 0.000
#> CAGACCCTAAGGTA-1 2 0.000
#> CAGCAATGTCTACT-1 1 0.249
#> CAGCAATGTGAGGG-1 1 0.000
#> CAGCACCTGTAGGG-1 3 0.000
#> CAGCATGACAACCA-1 3 0.000
#> CAGCCTTGCTACCC-1 1 0.000
#> CAGCTAGATGTGAC-1 1 0.000
#> CAGCTCTGTCGTAG-1 3 0.000
#> CAGGAACTCTCAGA-1 1 0.000
#> CAGGCCGAATCTCT-1 2 0.000
#> CAGGTAACAGACTC-1 1 0.000
#> CAGTTGGAAAGAGT-1 3 0.747
#> CATAAAACGGAGCA-1 1 0.000
#> CATACTACGTACCA-1 1 0.000
#> CATACTTGGGTTAC-1 2 0.000
#> CATATAGACTAAGC-1 3 0.000
#> CATCAGGATCCTAT-1 2 0.000
#> CATCAGGATGCACA-1 2 0.000
#> CATCAGGATTTCGT-1 1 0.000
#> CATCATACCGCATA-1 3 0.000
#> CATCTCCTCGAACT-1 3 0.249
#> CATGCGCTAGTCAC-1 2 0.000
#> CATGCGCTCAGATC-1 1 0.000
#> CATGCGCTTTGCAG-1 2 0.000
#> CATGGCCTAGGGTG-1 1 0.000
#> CATGTTTGGGGATG-1 1 0.000
#> CATTAGCTCCACAA-1 3 0.000
#> CATTGACTAGCGGA-1 1 0.000
#> CATTGTACTTTGCT-1 2 0.000
#> CCAAAGTGCTACGA-1 3 0.000
#> CCAAAGTGTGAGAA-1 1 0.000
#> CCAACCTGACGTAC-1 1 0.000
#> CCAACCTGTTCGCC-1 1 0.000
#> CCAATTTGAACGTC-1 3 0.000
#> CCACCATGGACGAG-1 2 0.000
#> CCACTGACCCGCTT-1 1 0.000
#> CCACTGTGGGAAGC-1 1 0.000
#> CCACTTCTCGGGAA-1 3 0.249
#> CCAGCACTGCGATT-1 2 0.000
#> CCAGCGGAAAGGCG-1 1 0.000
#> CCAGCGGACGACTA-1 1 0.000
#> CCAGGTCTAGCATC-1 1 0.249
#> CCAGTCACACTGGT-1 1 1.000
#> CCATCCGATTCGCC-1 1 0.000
#> CCATCGTGCTAGAC-1 2 0.000
#> CCCAACACTTTGTC-1 3 0.000
#> CCCAACTGCAATCG-1 1 0.000
#> CCCAGACTGCCTTC-1 2 0.747
#> CCCAGACTTTCGCC-1 2 0.000
#> CCCAGTTGCAGTTG-1 3 0.000
#> CCCGGAGAAGGGTG-1 1 0.000
#> CCCTACGAATTGGC-1 1 0.253
#> CCCTTACTAACCAC-1 3 0.000
#> CCGAAAACCTTGTT-1 2 0.000
#> CCGACTACCCAGTA-1 3 0.000
#> CCGATAGAGTTGGT-1 2 1.000
#> CCGCGAGACACACA-1 1 0.000
#> CCGCTATGTGCAAC-1 3 0.000
#> CCGCTATGTGCACA-1 3 0.000
#> CCGTACACGTTGGT-1 3 0.000
#> CCTAAGGACTAGCA-1 1 0.000
#> CCTATAACGAGACG-1 1 0.751
#> CCTATAACTGCATG-1 2 0.000
#> CCTCGAACCCGTAA-1 2 0.000
#> CCTCTACTCTTCGC-1 3 0.253
#> CCTGCAACACGTTG-1 1 1.000
#> CCTTAATGTTCTAC-1 2 0.000
#> CCTTCACTGGAGTG-1 1 0.000
#> CCTTTAGATTCATC-1 3 0.000
#> CGAACATGCCCTAC-1 1 0.751
#> CGAATCGAGGAGCA-1 1 0.000
#> CGACTGCTTCCTCG-1 1 0.000
#> CGAGAACTTGTTCT-1 1 0.000
#> CGAGCGTGTATGCG-1 1 0.000
#> CGAGGCACTATGCG-1 3 0.000
#> CGAGGCTGGCAGTT-1 1 0.249
#> CGAGTATGTCACCC-1 2 0.000
#> CGATACGAACAGTC-1 3 0.000
#> CGATAGACCCGTAA-1 1 0.000
#> CGATAGACGTAGGG-1 1 0.000
#> CGATCAGATGTGAC-1 3 0.000
#> CGCACTTGTCACGA-1 3 0.498
#> CGCAGGACTTGTCT-1 2 0.000
#> CGCAGGTGCCATAG-1 2 0.000
#> CGCATAGATCACGA-1 1 0.000
#> CGCCTAACGAATGA-1 3 0.000
#> CGCGATCTCAGTCA-1 3 0.000
#> CGCGATCTGTTGAC-1 1 0.000
#> CGCTACTGAACAGA-1 3 0.000
#> CGCTCATGCATTTC-1 1 0.000
#> CGGATAACAACGAA-1 1 0.000
#> CGGATAACTCAGTG-1 1 0.000
#> CGGCACGACTACGA-1 2 0.000
#> CGGCATCTTCGTAG-1 3 0.751
#> CGGCGAACCAGTCA-1 2 0.000
#> CGTAGCCTCTCTCG-1 1 0.000
#> CGTAGCCTGTATGC-1 2 0.000
#> CGTCAAGAAAGGTA-1 1 0.000
#> CGTGCACTTATGGC-1 3 0.000
#> CGTGTAGAGTTCAG-1 1 0.000
#> CGTTAGGATCATTC-1 3 0.000
#> CTAACACTAGTGCT-1 3 0.000
#> CTAAGGACGCCATA-1 1 0.498
#> CTAATGCTTGTGGT-1 1 0.000
#> CTACGCACACCTAG-1 2 0.000
#> CTACGGCTTTCTTG-1 3 0.249
#> CTACTATGAACCAC-1 3 0.000
#> CTACTATGATGTGC-1 1 0.000
#> CTACTCCTGCCATA-1 1 0.000
#> CTAGAGACTTTGGG-1 2 0.000
#> CTAGGTGATGGTTG-1 2 0.000
#> CTATACTGAGGTTC-1 1 0.000
#> CTATACTGCGCTAA-1 1 0.000
#> CTATAGCTTCGCTC-1 3 1.000
#> CTATAGCTTGCCTC-1 1 0.000
#> CTATCCCTCCACCT-1 1 0.000
#> CTATTGACAAACGA-1 1 0.000
#> CTATTGACACTGGT-1 2 1.000
#> CTATTGACGGTGAG-1 2 0.000
#> CTCAATTGGTTGCA-1 1 0.000
#> CTCAGCACTGAACC-1 1 0.000
#> CTCAGCTGAACCTG-1 1 0.000
#> CTCAGGCTCGTTGA-1 2 0.000
#> CTCATTGATGCTTT-1 2 0.498
#> CTCCACGAGAGATA-1 3 0.000
#> CTCCGAACAAGTGA-1 2 0.000
#> CTCCTACTGCCTTC-1 1 0.000
#> CTCGAAGATTAGGC-1 1 0.000
#> CTCTAATGTCCAAG-1 1 0.249
#> CTGAAGTGAAGCCT-1 2 0.000
#> CTGATTTGGTGTTG-1 3 0.000
#> CTGCAGCTGGATTC-1 2 0.000
#> CTGCCAACTAACCG-1 3 0.751
#> CTGGCACTCAAGCT-1 1 0.000
#> CTGTATACGTACGT-1 3 0.498
#> CTGTGAGACAACCA-1 2 0.000
#> CTGTGAGACGAACT-1 1 0.000
#> CTGTGAGACTGTAG-1 1 1.000
#> CTTACAACTCCCGT-1 1 0.000
#> CTTCACCTACCTGA-1 2 0.000
#> CTTGATTGATCTTC-1 1 0.000
#> GAAACCTGGACTAC-1 2 0.000
#> GAAAGATGCTGATG-1 2 0.000
#> GAAAGATGCTTCGC-1 1 0.000
#> GAAAGTGAAAGTGA-1 3 0.000
#> GAAAGTGACCACAA-1 3 0.000
#> GAAATACTACCAAC-1 1 0.000
#> GAACACACGTGCAT-1 3 0.000
#> GAACAGCTAACTGC-1 2 0.000
#> GAACAGCTCTCAGA-1 2 0.000
#> GAACTGTGACCTGA-1 2 0.000
#> GAACTGTGCCAGTA-1 1 0.751
#> GAAGCGGACCTATT-1 3 0.000
#> GAAGCTACGAATGA-1 3 0.000
#> GAAGGGTGCTTAGG-1 1 0.000
#> GAAGGTCTTAAAGG-1 3 0.000
#> GAAGTAGATCCAAG-1 2 0.000
#> GAAGTCACCCTCGT-1 1 0.000
#> GAAGTGCTCCGCTT-1 3 0.000
#> GACAGTACGAGCTT-1 2 0.000
#> GACAGTACTTCGGA-1 2 0.000
#> GACATTCTCCACCT-1 3 0.000
#> GACCAAACGACTAC-1 1 0.000
#> GACCAAACGTATCG-1 3 0.249
#> GACCTCACGTACGT-1 3 0.000
#> GACGGCACGAGATA-1 3 0.000
#> GACGTCCTCTCAAG-1 1 0.000
#> GACTCCTGTTGGTG-1 1 0.000
#> GACTGAACCAATCG-1 1 0.000
#> GAGATAGAAAAAGC-1 3 0.000
#> GAGATCACGACAAA-1 2 0.000
#> GAGCATACTTTGCT-1 2 0.000
#> GAGCGCACGCGTAT-1 1 0.000
#> GAGCGCTGTCTTAC-1 1 0.000
#> GAGGTACTACTCAG-1 1 0.000
#> GAGGTACTTAGCGT-1 3 0.747
#> GAGGTTACTCGTTT-1 3 0.000
#> GAGGTTTGTAAGCC-1 1 0.000
#> GAGTTGTGCATGGT-1 1 0.000
#> GAGTTGTGGCGAGA-1 1 0.000
#> GAGTTGTGTATGCG-1 2 0.000
#> GATAAGGAGAAACA-1 1 0.000
#> GATAAGGATTCACT-1 1 0.000
#> GATACTCTTGACTG-1 1 0.000
#> GATAGAGATCACGA-1 3 0.000
#> GATAGCACGAAGGC-1 3 0.000
#> GATATATGTGGAGG-1 1 1.000
#> GATATCCTCCCGTT-1 1 0.000
#> GATATTGACGAGTT-1 2 0.000
#> GATCCGCTGGTCAT-1 3 0.000
#> GATCGATGTAAGGA-1 1 0.000
#> GATCTTACACCCAA-1 2 0.000
#> GATCTTACGAATAG-1 1 0.249
#> GATCTTACGAGATA-1 1 0.000
#> GATGCCCTGGCAAG-1 1 0.000
#> GATTCGGACAGGAG-1 3 0.498
#> GATTCGGAGAAGGC-1 2 0.000
#> GATTCTTGATTCGG-1 3 0.000
#> GATTTAGACACTCC-1 2 0.000
#> GATTTAGATTCGTT-1 1 0.000
#> GATTTGCTAACGGG-1 1 0.000
#> GCAACCCTCCTCGT-1 1 0.000
#> GCAATCGAGACGTT-1 2 0.249
#> GCAATCGATCCTTA-1 3 0.000
#> GCACAATGGTGCAT-1 1 1.000
#> GCACCACTCATGAC-1 3 0.000
#> GCACCACTGTTTGG-1 1 0.000
#> GCACCACTTTCGGA-1 3 0.000
#> GCACCTTGGGGAGT-1 3 0.751
#> GCACGGTGCTATGG-1 3 0.000
#> GCACTAGACCTTTA-1 2 0.000
#> GCCACGGAGGCGAA-1 1 0.000
#> GCCGACGAACTCTT-1 3 0.249
#> GCCGTACTGGCAAG-1 1 0.000
#> GCCTACACCACTGA-1 2 0.000
#> GCCTAGCTTCTCTA-1 2 0.000
#> GCCTGACTCTCAAG-1 1 0.000
#> GCGAGCACTTGCTT-1 3 0.498
#> GCGCACGACTTTAC-1 1 0.000
#> GCGGCAACTGTCGA-1 1 0.000
#> GCGTAAACACGGTT-1 3 0.000
#> GCGTAATGCACCAA-1 2 0.000
#> GCGTATGATGAGAA-1 3 0.249
#> GCTACCTGAGAAGT-1 3 0.000
#> GCTAGATGAGCTCA-1 1 0.000
#> GCTCAAGAACCATG-1 2 0.000
#> GCTCAAGAAGTCAC-1 2 0.747
#> GCTCGACTCTAGTG-1 1 0.000
#> GCTGATGAGGTATC-1 1 0.000
#> GCTTAACTACAGTC-1 1 0.000
#> GCTTAACTTAGACC-1 1 0.000
#> GGAACACTCACTTT-1 1 0.000
#> GGAACTTGAAGGTA-1 3 0.000
#> GGAACTTGCTCCAC-1 3 0.000
#> GGAAGGACATCGGT-1 1 0.000
#> GGAATCTGCTTGTT-1 3 0.751
#> GGACCCGAAGCTAC-1 3 0.000
#> GGACCGTGCTTACT-1 1 0.000
#> GGACCGTGGGAACG-1 3 0.000
#> GGACCTCTGTAAGA-1 1 0.000
#> GGACGAGAGTGTCA-1 1 0.000
#> GGAGCGCTACGCAT-1 3 0.000
#> GGAGGATGGTTGAC-1 3 0.751
#> GGAGGATGTCAGTG-1 1 0.000
#> GGATGTACGTCTTT-1 1 0.000
#> GGATTTCTTTGTCT-1 3 0.000
#> GGCAAGGACTTGGA-1 3 0.000
#> GGCACGTGGCTTAG-1 2 0.000
#> GGCCCAGAAAGTAG-1 1 1.000
#> GGCGCATGCCTAAG-1 2 0.000
#> GGCTCACTACTCAG-1 3 0.000
#> GGGAACGAAGCTCA-1 2 0.000
#> GGGAACGAGTGTCA-1 1 1.000
#> GGGAAGTGTTGAGC-1 1 0.000
#> GGGACCTGACCCTC-1 3 0.498
#> GGGATGGATGGTTG-1 1 0.000
#> GGGCAAGATGCATG-1 1 0.000
#> GGGCACACGGTGAG-1 2 0.000
#> GGGCCAACCTTGGA-1 3 0.000
#> GGGCCAACTACGCA-1 1 0.747
#> GGTACTGAACTCTT-1 1 0.249
#> GGTAGTACACTAGC-1 1 0.249
#> GGTAGTACGCCATA-1 1 0.000
#> GGTATCGAGACAAA-1 1 0.000
#> GGTCTAGAGAAACA-1 1 0.000
#> GGTCTAGATAGCGT-1 3 0.000
#> GGTGATACGACTAC-1 1 0.502
#> GGTGGAGATCTCTA-1 1 0.000
#> GTAACGTGACCTCC-1 3 0.000
#> GTAAGCTGGTACCA-1 1 0.000
#> GTAATAACCTTCTA-1 1 0.000
#> GTACCCTGACAGTC-1 2 0.000
#> GTAGACTGAGATGA-1 1 0.000
#> GTAGCAACAGTCGT-1 1 0.000
#> GTAGCAACGGTAGG-1 1 0.000
#> GTAGCATGTAAGCC-1 1 0.000
#> GTAGCTGAAGCTAC-1 2 0.000
#> GTAGGTACACGGGA-1 1 0.000
#> GTAGTGTGAGGCGA-1 1 0.000
#> GTATCACTGGTAGG-1 1 0.253
#> GTCAACGAGTGTAC-1 1 0.502
#> GTCCACTGGGTACT-1 2 0.000
#> GTCCCATGTGGTGT-1 3 0.000
#> GTCGAATGAAGGCG-1 3 0.000
#> GTCTAACTGGTCTA-1 2 0.000
#> GTCTAGGAGCTTCC-1 3 0.000
#> GTGATTCTCTCTCG-1 1 0.000
#> GTGGATTGCACTAG-1 2 0.000
#> GTTAACCTTGCTTT-1 3 0.000
#> GTTAGGTGCCAGTA-1 3 0.000
#> GTTAGGTGCCCAAA-1 2 0.000
#> GTTGAGTGGTCTTT-1 3 0.000
#> GTTGGATGTTTACC-1 2 0.000
#> GTTGTACTATTCCT-1 3 0.000
#> GTTTAAGACCATGA-1 1 0.498
#> TAACACCTTCGCTC-1 3 0.000
#> TAACACCTTCGTAG-1 3 0.000
#> TAACGTCTCAACCA-1 1 0.000
#> TAACTCACGAGGAC-1 1 0.249
#> TAACTCACGTATCG-1 3 0.000
#> TAAGAACTGTGTCA-1 1 0.000
#> TAAGATACGGTTCA-1 1 0.751
#> TAAGCGTGAGGTTC-1 1 0.000
#> TAAGCGTGGACAAA-1 2 0.000
#> TAAGCGTGTGCTCC-1 2 0.000
#> TAAGGCTGTCTCGC-1 3 0.000
#> TAATGTGACTGCAA-1 3 0.000
#> TACAATGAAAACAG-1 1 0.253
#> TACATCACCTGTTT-1 2 0.000
#> TACATCACTGAACC-1 2 0.000
#> TACCATTGCGGGAA-1 1 1.000
#> TACCATTGGGGATG-1 1 0.000
#> TACCATTGTGAGGG-1 1 0.000
#> TACGAGTGATGCTG-1 3 0.498
#> TACGATCTCACTGA-1 2 0.751
#> TACGCCACTCCCAC-1 2 0.000
#> TACGTTACCAAGCT-1 1 0.249
#> TACTAAGATGATGC-1 1 0.000
#> TACTACTGAACCTG-1 1 0.000
#> TACTCAACGGTCTA-1 3 1.000
#> TAGAAACTGCTTCC-1 1 0.000
#> TAGCATCTGCTGTA-1 2 0.000
#> TAGCCGCTTTCCAT-1 3 0.498
#> TAGGCTGATGCCTC-1 1 0.000
#> TAGGTTCTTCTTAC-1 2 0.000
#> TAGGTTCTTGCTGA-1 3 0.249
#> TAGTACCTAAGAAC-1 1 0.249
#> TATAAGACAGCTCA-1 2 0.000
#> TATAAGTGACACCA-1 2 0.000
#> TATAAGTGTATCGG-1 1 0.000
#> TATAAGTGTGGTGT-1 2 0.000
#> TATAGATGTTCCGC-1 2 0.000
#> TATCCAACCAGCTA-1 1 0.000
#> TATCGACTCGATAC-1 2 0.000
#> TATCGTACATTCCT-1 3 1.000
#> TATGAATGTTTGCT-1 2 0.000
#> TATGTCACTAACCG-1 3 0.000
#> TATGTGCTCCGATA-1 1 0.000
#> TATTGCTGAAGAAC-1 1 0.000
#> TATTTCCTATTGGC-1 1 0.000
#> TCAAGGACGGTGTT-1 1 0.751
#> TCAATCACAGTCGT-1 2 0.000
#> TCACAACTTTGCTT-1 1 0.000
#> TCACCCGAGACGGA-1 2 0.747
#> TCACCGTGCTCGCT-1 2 0.000
#> TCACCTCTTCCAAG-1 2 0.000
#> TCAGGATGCCTTTA-1 2 0.000
#> TCAGTTACCTACGA-1 3 0.253
#> TCATCAACTGTTCT-1 3 0.751
#> TCATTCGATACAGC-1 2 0.000
#> TCCACTCTGAGCTT-1 3 0.253
#> TCCCATCTCAAAGA-1 3 0.249
#> TCCCGAACTTCGCC-1 2 0.000
#> TCCCGATGCCTGAA-1 1 0.000
#> TCCGAAGACAATCG-1 1 0.000
#> TCGACCTGCCGATA-1 2 0.000
#> TCGACGCTTCTATC-1 3 0.000
#> TCGATTTGATGCCA-1 1 0.000
#> TCGATTTGCCTACC-1 1 0.249
#> TCTAACACGAGCAG-1 3 0.000
#> TCTAAGCTTCTAGG-1 2 0.000
#> TCTAAGCTTGTTCT-1 1 0.000
#> TCTACAACGACTAC-1 3 0.000
#> TCTAGACTTAGAAG-1 1 0.000
#> TCTAGTTGCACCAA-1 3 0.751
#> TCTATGTGAAGAGT-1 1 0.000
#> TCTTACGAACCTGA-1 1 0.249
#> TCTTCAGAGCTACA-1 3 0.000
#> TGAAATTGGTGAGG-1 3 0.000
#> TGAACCGACTACTT-1 2 0.000
#> TGAACCGATTCGGA-1 2 0.000
#> TGACGATGCAAAGA-1 1 0.000
#> TGACTGGAAGAGAT-1 1 0.000
#> TGACTTACAGTCTG-1 3 0.000
#> TGAGCTGAATGCTG-1 2 0.000
#> TGAGCTGACTGGAT-1 1 0.000
#> TGAGCTGATGCTAG-1 1 0.000
#> TGAGGACTCTCATT-1 1 0.000
#> TGAGGTACGAACCT-1 2 0.000
#> TGATACCTCACTAG-1 1 0.000
#> TGATCGGACTGACA-1 2 0.000
#> TGATCGGATATGCG-1 2 0.000
#> TGCAAGTGGGTAGG-1 1 0.000
#> TGCAATCTTCAGGT-1 3 0.000
#> TGCCAAGAGCAGTT-1 2 1.000
#> TGCCCAACCGCATA-1 2 0.000
#> TGCGATGAGTGCTA-1 1 0.498
#> TGCGCACTCTTGAG-1 1 0.000
#> TGCGTAGAATAAGG-1 1 0.000
#> TGCGTAGATGGTCA-1 2 0.000
#> TGCTATACGGTTCA-1 1 1.000
#> TGGAAAGAGGTCAT-1 2 0.000
#> TGGACCCTACACTG-1 1 0.000
#> TGGACCCTGGTACT-1 2 0.747
#> TGGAGACTATCAGC-1 3 0.000
#> TGGAGGGACGGAGA-1 1 0.751
#> TGGCACCTTCAGTG-1 3 0.000
#> TGGGTATGTTTGGG-1 1 0.253
#> TGGTAGTGCACTGA-1 1 0.000
#> TGGTTACTGACGTT-1 1 0.498
#> TGTAACCTTGCCTC-1 3 0.000
#> TGTACTTGCTCTAT-1 2 0.000
#> TGTAGGTGCTCTAT-1 3 0.000
#> TGTCAGGAGATGAA-1 2 0.000
#> TGTGAGACTGTCAG-1 2 0.000
#> TGTGAGTGAGTGCT-1 2 0.000
#> TGTTAAGACAAAGA-1 1 0.000
#> TGTTAAGATAAGGA-1 1 0.000
#> TGTTACACCGCATA-1 2 0.000
#> TGTTACACGACTAC-1 2 0.249
#> TTACCATGAATCGC-1 1 0.000
#> TTACGACTTGACAC-1 1 0.000
#> TTACTCGAAGAATG-1 3 0.000
#> TTACTCGACGCAAT-1 3 0.000
#> TTAGACCTCCTTTA-1 1 0.000
#> TTAGCTACTGTCCC-1 2 0.502
#> TTAGGGTGTCCTGC-1 3 1.000
#> TTAGGTCTACTTTC-1 1 0.000
#> TTATCCGAGAAAGT-1 3 0.751
#> TTATGGCTTATGGC-1 3 0.000
#> TTATTCCTATGCTG-1 3 1.000
#> TTCAACACCCCAAA-1 1 0.000
#> TTCAACACGGACGA-1 2 0.000
#> TTCAAGCTAAGAAC-1 3 0.000
#> TTCACAACCCGTTC-1 3 0.000
#> TTCACAACGTCTGA-1 1 0.751
#> TTCAGTACTCCTAT-1 1 0.000
#> TTCAGTTGTCCTTA-1 3 0.747
#> TTCATCGAGGTGGA-1 1 0.000
#> TTCATTCTATGTCG-1 1 0.000
#> TTCCAAACCTATGG-1 1 0.000
#> TTCCATGACGAGAG-1 1 0.000
#> TTCCCACTTGTCTT-1 3 0.000
#> TTCCTAGACTAGTG-1 2 0.000
#> TTCGAGGATAGAAG-1 2 0.000
#> TTCGGAGAATGCCA-1 1 0.000
#> TTCGTATGTCCTTA-1 3 0.249
#> TTCTAGTGCATGAC-1 1 0.000
#> TTCTAGTGGTCACA-1 3 0.502
#> TTCTTACTCTGGAT-1 2 0.000
#> TTGAATGAACTACG-1 2 0.000
#> TTGAGGACAGAACA-1 1 0.000
#> TTGAGGACTACGCA-1 3 0.000
#> TTGCATTGCTAAGC-1 1 0.249
#> TTGCTAACACGCTA-1 2 0.253
#> TTGCTATGGTACGT-1 3 0.000
#> TTGCTATGGTAGGG-1 2 0.000
#> TTGGAGACGCTATG-1 1 0.000
#> TTGGTACTACTGGT-1 3 1.000
#> TTTAGCTGGATACC-1 1 0.000
#> TTTAGCTGTACTCT-1 3 0.000
#> TTTAGGCTCCTTTA-1 1 0.000
#> TTTATCCTGTTGTG-1 3 1.000
#> TTTCAGTGTCTATC-1 1 0.502
#> TTTCGAACTCTCAT-1 3 0.000
get_classes(res, k = 4)
#> class p
#> AAACCGTGCTTCCG-1 2 1.000
#> AAACGCTGTTTCTG-1 1 0.000
#> AAAGAGACGCGAGA-1 3 0.502
#> AAAGCAGATATCGG-1 2 0.751
#> AAAGTTTGTAGCGT-1 4 1.000
#> AAATCAACCCTATT-1 2 0.249
#> AAATCATGACCACA-1 2 0.000
#> AAATGTTGAACGAA-1 4 0.000
#> AAATGTTGTGGCAT-1 3 0.000
#> AAATTCGAATCACG-1 4 0.000
#> AAATTCGAGCTGAT-1 2 0.000
#> AACACGTGGAACCT-1 4 1.000
#> AACACGTGTACGAC-1 2 0.000
#> AACAGCACAAGAGT-1 1 0.000
#> AACATTGATGGGAG-1 2 0.000
#> AACCAGTGATACCG-1 2 0.000
#> AACCGATGTTCTAC-1 4 0.000
#> AACCGCCTCTACGA-1 3 0.000
#> AACCTACTGTGAGG-1 3 0.000
#> AACCTTACTAACGC-1 2 0.000
#> AACCTTTGTACGCA-1 2 0.000
#> AACTCACTCAAGCT-1 4 0.249
#> AACTCACTTGGAGG-1 4 0.000
#> AACTCGGAAGGTCT-1 1 0.000
#> AACTGTCTCCCTTG-1 4 0.000
#> AAGACAGATTACCT-1 4 0.498
#> AAGATGGAGAACTC-1 3 1.000
#> AAGATGGAGATAAG-1 3 0.000
#> AAGATTACAGATCC-1 3 0.751
#> AAGATTACCCGTTC-1 3 0.000
#> AAGATTACCGCCTT-1 3 0.000
#> AAGATTACTCCTCG-1 1 0.000
#> AAGCCATGAACTGC-1 3 0.000
#> AAGCCATGACACGT-1 1 0.751
#> AAGCCTGACCGAAT-1 1 0.000
#> AAGCGACTCCTCAC-1 2 0.502
#> AAGCGACTTTGACG-1 2 0.000
#> AAGGTCACGGTTAC-1 1 0.000
#> AAGTAACTCTGAAC-1 4 0.000
#> AAGTTCCTCATTCT-1 2 0.000
#> AATCCTTGACGGGA-1 4 0.000
#> AATCTCACAGCCTA-1 3 0.000
#> AATGATACGGTCAT-1 3 0.000
#> AATGCGTGGACGGA-1 4 0.249
#> AATGGAGAATCGTG-1 4 0.000
#> AATGTTGAGTTGAC-1 4 0.000
#> AATTACGAATTCCT-1 3 0.000
#> AATTGATGTCGCAA-1 2 0.000
#> ACAAATTGATTCTC-1 2 0.000
#> ACAAATTGCTCAGA-1 1 0.000
#> ACAAGAGAAGTCGT-1 3 0.000
#> ACACGATGATGTGC-1 4 0.000
#> ACAGCAACACCTAG-1 1 0.000
#> ACAGCAACCTCAAG-1 2 0.000
#> ACAGTGTGTTGCGA-1 4 0.000
#> ACATCACTCTACTT-1 4 0.751
#> ACATTCTGGGAACG-1 4 0.000
#> ACCAGTGAATACCG-1 2 0.000
#> ACCAGTGATGACTG-1 1 0.000
#> ACCCAAGAATTCCT-1 2 0.000
#> ACCCACTGCGCCTT-1 1 0.000
#> ACCCACTGTCGTAG-1 3 0.000
#> ACCCAGCTGTTAGC-1 4 0.000
#> ACCCTCGATAAGGA-1 3 0.751
#> ACCCTCGATCAAGC-1 1 0.000
#> ACCTATTGTGCCCT-1 2 0.000
#> ACCTGAGATATCGG-1 1 0.498
#> ACCTTTGACTCCCA-1 3 0.000
#> ACCTTTGAGGAACG-1 3 0.000
#> ACCTTTGAGGAAGC-1 3 0.751
#> ACGAACTGGCTATG-1 2 0.000
#> ACGACCCTATCTCT-1 3 0.502
#> ACGAGGGACAGGAG-1 3 0.000
#> ACGATCGAGTCACA-1 4 0.000
#> ACGCCACTGAACTC-1 1 0.000
#> ACGCCGGAAACCAC-1 4 0.000
#> ACGCCTTGCTCCCA-1 2 0.000
#> ACGGAACTGTCGTA-1 2 0.000
#> ACGGAGGACTCTTA-1 1 0.502
#> ACGGTATGAGTCGT-1 4 0.000
#> ACGTCAGAGAGCTT-1 3 0.498
#> ACGTCCTGATAAGG-1 4 0.000
#> ACGTCCTGTGAACC-1 2 1.000
#> ACGTCGCTCTATTC-1 4 0.000
#> ACGTGATGCCATGA-1 3 0.000
#> ACGTGATGTAACCG-1 2 0.000
#> ACGTTGGACCGTAA-1 1 1.000
#> ACGTTGGATCAGGT-1 3 0.000
#> ACTAAAACTCGACA-1 4 0.000
#> ACTCAGGATTCGTT-1 1 0.751
#> ACTCGCACGAAAGT-1 3 0.751
#> ACTCGCACTACGAC-1 4 0.000
#> ACTGAGACCCATAG-1 2 0.000
#> ACTGTTACCCACAA-1 1 0.498
#> ACTTAAGATTACTC-1 3 0.000
#> ACTTAGCTGCGTAT-1 2 0.000
#> ACTTGGGAGAAAGT-1 4 0.253
#> ACTTGGGATGTGAC-1 1 0.000
#> ACTTGGGATTGACG-1 3 0.498
#> ACTTTGTGGATAGA-1 3 0.000
#> AGAAAGTGGGGATG-1 4 0.000
#> AGACACTGTCAAGC-1 4 0.000
#> AGACCTGAAGTAGA-1 4 0.000
#> AGACGTACCTCTTA-1 4 0.000
#> AGACGTACTCGTGA-1 2 0.000
#> AGAGATGAGGTTTG-1 1 1.000
#> AGAGCGGAGGCAAG-1 3 0.000
#> AGAGTCTGGTCGTA-1 2 0.000
#> AGATATTGGCCAAT-1 3 0.000
#> AGATCGTGTCTGGA-1 3 0.498
#> AGATTAACGTTCTT-1 2 0.000
#> AGATTCCTCACTTT-1 4 0.000
#> AGATTCCTGACGAG-1 4 0.000
#> AGCACTGATGCTTT-1 3 0.000
#> AGCATCGAGCTTCC-1 4 0.249
#> AGCATCGATAACCG-1 3 0.502
#> AGCCAATGGGGAGT-1 2 0.000
#> AGCCTCACTGTCAG-1 2 0.751
#> AGCGTAACTGAGAA-1 3 0.000
#> AGCTGAACCATACG-1 2 0.000
#> AGCTGCCTTGGGAG-1 1 0.000
#> AGGAACCTCTTAGG-1 2 0.000
#> AGGGCGCTAACCAC-1 4 0.000
#> AGGGTGGACTCAAG-1 3 1.000
#> AGGGTTTGTTCATC-1 1 0.000
#> AGGTCTGATTCTCA-1 2 0.000
#> AGGTTCGAACCTCC-1 1 1.000
#> AGGTTCGAACGTAC-1 1 0.502
#> AGTAGGCTTGCCTC-1 2 0.000
#> AGTATAACTTGTCT-1 2 0.000
#> AGTCTACTAGGGTG-1 1 0.747
#> AGTCTACTTGCATG-1 2 0.000
#> AGTGACTGCAACTG-1 2 0.000
#> AGTGTTCTCACTTT-1 4 0.000
#> AGTTATGAACAGTC-1 4 0.000
#> AGTTCTACCAGCTA-1 4 1.000
#> ATAACAACATGCTG-1 1 0.000
#> ATAAGTTGGTACGT-1 1 0.000
#> ATAATGACTCGTGA-1 1 0.000
#> ATACCACTCGTACA-1 4 0.000
#> ATACCACTCTAAGC-1 3 0.000
#> ATACCGGAATGCTG-1 3 0.000
#> ATACCGGACATTTC-1 3 0.000
#> ATACCGGAGGTGTT-1 4 0.498
#> ATACGGACAGACTC-1 1 0.000
#> ATACGGACCTACTT-1 1 0.000
#> ATACGGACTCTGGA-1 1 0.747
#> ATACGTCTTAACGC-1 1 0.751
#> ATACTCTGCTTCGC-1 3 0.000
#> ATAGCGTGCCCTTG-1 4 0.000
#> ATAGCGTGGTATCG-1 1 1.000
#> ATAGGAGAAACAGA-1 3 0.249
#> ATAGTCCTAGTGTC-1 4 0.498
#> ATAGTTGACCCTCA-1 2 0.000
#> ATATAGTGGAATGA-1 1 0.249
#> ATATGCCTAGATCC-1 1 0.249
#> ATCAAATGAGCCTA-1 4 0.249
#> ATCAAATGGGTAAA-1 2 0.000
#> ATCCAGGACGCTAA-1 2 0.000
#> ATCCATACTCCTTA-1 4 0.249
#> ATCCATACTTCATC-1 2 0.000
#> ATCGACGAAACTGC-1 3 0.000
#> ATCGCAGAATCTCT-1 2 0.000
#> ATCGCGCTCAGAGG-1 4 0.000
#> ATCGTTTGCCTACC-1 3 0.000
#> ATCGTTTGGGTACT-1 4 0.000
#> ATCGTTTGTGCCAA-1 1 0.000
#> ATCTACACCCGCTT-1 1 0.000
#> ATCTCAACCTTGTT-1 4 0.000
#> ATCTGGGAAACCAC-1 3 0.000
#> ATCTGGGAAGTGTC-1 3 0.000
#> ATCTGTTGCCTTCG-1 2 0.502
#> ATCTTGACCTCCCA-1 1 0.000
#> ATGACGTGATCGGT-1 2 0.000
#> ATGATATGTTGTCT-1 3 0.000
#> ATGCACGATTGGTG-1 2 0.502
#> ATGCCAGACAGTCA-1 1 0.249
#> ATGCCGCTTGAACC-1 3 0.000
#> ATGCGATGCTATGG-1 3 0.000
#> ATGTAAACGGGATG-1 3 0.000
#> ATGTAAACTTCACT-1 3 0.000
#> ATGTACCTTTATCC-1 1 0.000
#> ATGTCACTAATGCC-1 4 0.000
#> ATGTTCACAGTCTG-1 4 0.747
#> ATTACCTGCCTTAT-1 4 0.000
#> ATTACCTGGAGGAC-1 2 0.000
#> ATTCCAACCATTGG-1 3 0.751
#> ATTCGACTGAATAG-1 4 0.000
#> ATTCGACTTTTGTC-1 2 0.000
#> ATTCGGGAAAGGCG-1 4 0.000
#> ATTGCACTGAGAGC-1 2 0.000
#> ATTGCACTGGAGCA-1 1 0.000
#> ATTGCACTTGCTTT-1 2 0.000
#> ATTGTAGATTCCCG-1 3 0.000
#> ATTTAGGAACCATG-1 2 0.000
#> ATTTCTCTACTTTC-1 2 0.000
#> ATTTCTCTCACTTT-1 2 0.000
#> ATTTGCACAAGATG-1 1 0.747
#> CAAAGCTGTTGCTT-1 4 0.000
#> CAAATTGATGGAGG-1 1 0.000
#> CAACCAGAGTTCAG-1 3 0.000
#> CAACCAGATAGAAG-1 1 0.498
#> CAACGATGCGCAAT-1 2 0.000
#> CAACGTGACTCCAC-1 3 0.000
#> CAACGTGATCAAGC-1 1 0.502
#> CAAGAAGACGTCTC-1 3 0.000
#> CAAGCTGACCATAG-1 2 0.000
#> CAAGTCGATAGCGT-1 1 0.000
#> CAATAAACGCCATA-1 1 0.000
#> CAATAATGAACTGC-1 4 0.000
#> CAATTCTGCTTGTT-1 3 0.502
#> CAATTCTGGCGTAT-1 2 0.000
#> CACAGATGGTTTCT-1 4 1.000
#> CACAGCCTTGCCAA-1 2 0.000
#> CACAGTGATGAAGA-1 4 0.000
#> CACTGAGACAGTCA-1 1 0.000
#> CACTGCTGAGACTC-1 2 0.000
#> CAGACCCTAAGGTA-1 2 0.000
#> CAGCAATGTCTACT-1 4 0.000
#> CAGCAATGTGAGGG-1 1 0.000
#> CAGCACCTGTAGGG-1 3 0.249
#> CAGCATGACAACCA-1 4 0.498
#> CAGCCTTGCTACCC-1 4 0.000
#> CAGCTAGATGTGAC-1 1 0.000
#> CAGCTCTGTCGTAG-1 3 0.249
#> CAGGAACTCTCAGA-1 1 0.249
#> CAGGCCGAATCTCT-1 2 0.000
#> CAGGTAACAGACTC-1 4 0.751
#> CAGTTGGAAAGAGT-1 3 0.249
#> CATAAAACGGAGCA-1 4 0.000
#> CATACTACGTACCA-1 1 0.751
#> CATACTTGGGTTAC-1 2 0.000
#> CATATAGACTAAGC-1 3 0.000
#> CATCAGGATCCTAT-1 2 0.000
#> CATCAGGATGCACA-1 2 0.000
#> CATCAGGATTTCGT-1 1 0.498
#> CATCATACCGCATA-1 3 0.000
#> CATCTCCTCGAACT-1 2 1.000
#> CATGCGCTAGTCAC-1 2 0.000
#> CATGCGCTCAGATC-1 4 0.502
#> CATGCGCTTTGCAG-1 2 0.000
#> CATGGCCTAGGGTG-1 1 0.498
#> CATGTTTGGGGATG-1 4 0.000
#> CATTAGCTCCACAA-1 4 0.249
#> CATTGACTAGCGGA-1 4 0.000
#> CATTGTACTTTGCT-1 2 0.000
#> CCAAAGTGCTACGA-1 3 0.498
#> CCAAAGTGTGAGAA-1 1 0.000
#> CCAACCTGACGTAC-1 4 0.000
#> CCAACCTGTTCGCC-1 4 0.000
#> CCAATTTGAACGTC-1 4 0.000
#> CCACCATGGACGAG-1 2 0.000
#> CCACTGACCCGCTT-1 4 0.000
#> CCACTGTGGGAAGC-1 1 0.000
#> CCACTTCTCGGGAA-1 3 0.000
#> CCAGCACTGCGATT-1 2 0.000
#> CCAGCGGAAAGGCG-1 1 1.000
#> CCAGCGGACGACTA-1 4 0.000
#> CCAGGTCTAGCATC-1 1 0.249
#> CCAGTCACACTGGT-1 4 0.000
#> CCATCCGATTCGCC-1 1 0.000
#> CCATCGTGCTAGAC-1 2 0.000
#> CCCAACACTTTGTC-1 3 0.000
#> CCCAACTGCAATCG-1 1 0.000
#> CCCAGACTGCCTTC-1 2 0.751
#> CCCAGACTTTCGCC-1 2 0.000
#> CCCAGTTGCAGTTG-1 3 0.000
#> CCCGGAGAAGGGTG-1 1 1.000
#> CCCTACGAATTGGC-1 1 0.000
#> CCCTTACTAACCAC-1 3 0.000
#> CCGAAAACCTTGTT-1 2 0.000
#> CCGACTACCCAGTA-1 3 0.000
#> CCGATAGAGTTGGT-1 2 1.000
#> CCGCGAGACACACA-1 4 0.000
#> CCGCTATGTGCAAC-1 3 0.000
#> CCGCTATGTGCACA-1 4 0.000
#> CCGTACACGTTGGT-1 3 0.253
#> CCTAAGGACTAGCA-1 1 0.000
#> CCTATAACGAGACG-1 1 0.000
#> CCTATAACTGCATG-1 2 0.000
#> CCTCGAACCCGTAA-1 2 0.000
#> CCTCTACTCTTCGC-1 4 0.000
#> CCTGCAACACGTTG-1 4 0.000
#> CCTTAATGTTCTAC-1 2 0.000
#> CCTTCACTGGAGTG-1 4 1.000
#> CCTTTAGATTCATC-1 3 0.502
#> CGAACATGCCCTAC-1 4 0.249
#> CGAATCGAGGAGCA-1 1 0.000
#> CGACTGCTTCCTCG-1 1 0.502
#> CGAGAACTTGTTCT-1 4 0.000
#> CGAGCGTGTATGCG-1 1 0.000
#> CGAGGCACTATGCG-1 3 0.000
#> CGAGGCTGGCAGTT-1 4 0.249
#> CGAGTATGTCACCC-1 2 0.000
#> CGATACGAACAGTC-1 3 0.000
#> CGATAGACCCGTAA-1 1 0.000
#> CGATAGACGTAGGG-1 1 0.000
#> CGATCAGATGTGAC-1 3 0.000
#> CGCACTTGTCACGA-1 4 0.502
#> CGCAGGACTTGTCT-1 2 0.000
#> CGCAGGTGCCATAG-1 2 0.000
#> CGCATAGATCACGA-1 1 0.249
#> CGCCTAACGAATGA-1 3 0.000
#> CGCGATCTCAGTCA-1 4 0.249
#> CGCGATCTGTTGAC-1 4 0.000
#> CGCTACTGAACAGA-1 3 0.000
#> CGCTCATGCATTTC-1 4 0.498
#> CGGATAACAACGAA-1 4 0.000
#> CGGATAACTCAGTG-1 1 0.000
#> CGGCACGACTACGA-1 2 0.000
#> CGGCATCTTCGTAG-1 4 0.249
#> CGGCGAACCAGTCA-1 2 0.249
#> CGTAGCCTCTCTCG-1 4 0.000
#> CGTAGCCTGTATGC-1 2 0.000
#> CGTCAAGAAAGGTA-1 1 0.000
#> CGTGCACTTATGGC-1 3 0.000
#> CGTGTAGAGTTCAG-1 4 0.000
#> CGTTAGGATCATTC-1 3 0.000
#> CTAACACTAGTGCT-1 3 0.000
#> CTAAGGACGCCATA-1 4 0.000
#> CTAATGCTTGTGGT-1 1 0.498
#> CTACGCACACCTAG-1 2 0.000
#> CTACGGCTTTCTTG-1 3 0.000
#> CTACTATGAACCAC-1 4 0.000
#> CTACTATGATGTGC-1 1 0.498
#> CTACTCCTGCCATA-1 1 0.000
#> CTAGAGACTTTGGG-1 2 0.000
#> CTAGGTGATGGTTG-1 2 0.000
#> CTATACTGAGGTTC-1 1 1.000
#> CTATACTGCGCTAA-1 1 1.000
#> CTATAGCTTCGCTC-1 4 0.751
#> CTATAGCTTGCCTC-1 4 0.000
#> CTATCCCTCCACCT-1 4 0.000
#> CTATTGACAAACGA-1 1 0.000
#> CTATTGACACTGGT-1 3 1.000
#> CTATTGACGGTGAG-1 2 0.249
#> CTCAATTGGTTGCA-1 1 0.249
#> CTCAGCACTGAACC-1 1 0.000
#> CTCAGCTGAACCTG-1 4 0.000
#> CTCAGGCTCGTTGA-1 2 0.000
#> CTCATTGATGCTTT-1 2 0.000
#> CTCCACGAGAGATA-1 3 0.000
#> CTCCGAACAAGTGA-1 2 0.000
#> CTCCTACTGCCTTC-1 1 0.000
#> CTCGAAGATTAGGC-1 4 0.000
#> CTCTAATGTCCAAG-1 4 0.000
#> CTGAAGTGAAGCCT-1 2 0.000
#> CTGATTTGGTGTTG-1 3 0.000
#> CTGCAGCTGGATTC-1 2 0.000
#> CTGCCAACTAACCG-1 3 0.498
#> CTGGCACTCAAGCT-1 4 0.000
#> CTGTATACGTACGT-1 3 0.249
#> CTGTGAGACAACCA-1 2 0.000
#> CTGTGAGACGAACT-1 4 0.000
#> CTGTGAGACTGTAG-1 4 0.000
#> CTTACAACTCCCGT-1 1 0.498
#> CTTCACCTACCTGA-1 2 0.000
#> CTTGATTGATCTTC-1 1 1.000
#> GAAACCTGGACTAC-1 2 0.000
#> GAAAGATGCTGATG-1 2 0.000
#> GAAAGATGCTTCGC-1 4 0.000
#> GAAAGTGAAAGTGA-1 3 0.000
#> GAAAGTGACCACAA-1 3 0.502
#> GAAATACTACCAAC-1 1 0.000
#> GAACACACGTGCAT-1 3 0.000
#> GAACAGCTAACTGC-1 2 0.000
#> GAACAGCTCTCAGA-1 2 0.000
#> GAACTGTGACCTGA-1 2 0.000
#> GAACTGTGCCAGTA-1 4 0.747
#> GAAGCGGACCTATT-1 3 0.249
#> GAAGCTACGAATGA-1 3 0.000
#> GAAGGGTGCTTAGG-1 4 0.000
#> GAAGGTCTTAAAGG-1 3 0.000
#> GAAGTAGATCCAAG-1 2 0.000
#> GAAGTCACCCTCGT-1 4 0.000
#> GAAGTGCTCCGCTT-1 3 0.000
#> GACAGTACGAGCTT-1 2 0.000
#> GACAGTACTTCGGA-1 2 0.000
#> GACATTCTCCACCT-1 3 0.000
#> GACCAAACGACTAC-1 3 0.751
#> GACCAAACGTATCG-1 3 0.000
#> GACCTCACGTACGT-1 3 0.249
#> GACGGCACGAGATA-1 3 0.502
#> GACGTCCTCTCAAG-1 4 0.000
#> GACTCCTGTTGGTG-1 4 0.000
#> GACTGAACCAATCG-1 4 0.000
#> GAGATAGAAAAAGC-1 3 0.000
#> GAGATCACGACAAA-1 2 0.000
#> GAGCATACTTTGCT-1 2 0.000
#> GAGCGCACGCGTAT-1 1 0.751
#> GAGCGCTGTCTTAC-1 4 0.000
#> GAGGTACTACTCAG-1 1 0.498
#> GAGGTACTTAGCGT-1 4 1.000
#> GAGGTTACTCGTTT-1 3 0.000
#> GAGGTTTGTAAGCC-1 1 0.000
#> GAGTTGTGCATGGT-1 1 0.000
#> GAGTTGTGGCGAGA-1 1 1.000
#> GAGTTGTGTATGCG-1 2 0.000
#> GATAAGGAGAAACA-1 1 0.000
#> GATAAGGATTCACT-1 4 0.000
#> GATACTCTTGACTG-1 4 0.000
#> GATAGAGATCACGA-1 4 0.747
#> GATAGCACGAAGGC-1 3 0.000
#> GATATATGTGGAGG-1 4 0.000
#> GATATCCTCCCGTT-1 1 0.253
#> GATATTGACGAGTT-1 2 0.000
#> GATCCGCTGGTCAT-1 3 0.000
#> GATCGATGTAAGGA-1 4 0.000
#> GATCTTACACCCAA-1 2 0.000
#> GATCTTACGAATAG-1 1 0.000
#> GATCTTACGAGATA-1 4 0.000
#> GATGCCCTGGCAAG-1 4 0.000
#> GATTCGGACAGGAG-1 3 0.498
#> GATTCGGAGAAGGC-1 2 0.000
#> GATTCTTGATTCGG-1 3 0.000
#> GATTTAGACACTCC-1 2 0.000
#> GATTTAGATTCGTT-1 1 0.747
#> GATTTGCTAACGGG-1 1 0.249
#> GCAACCCTCCTCGT-1 1 0.000
#> GCAATCGAGACGTT-1 2 0.751
#> GCAATCGATCCTTA-1 3 0.000
#> GCACAATGGTGCAT-1 4 0.000
#> GCACCACTCATGAC-1 4 0.000
#> GCACCACTGTTTGG-1 1 0.000
#> GCACCACTTTCGGA-1 3 0.000
#> GCACCTTGGGGAGT-1 3 0.000
#> GCACGGTGCTATGG-1 3 0.000
#> GCACTAGACCTTTA-1 2 0.000
#> GCCACGGAGGCGAA-1 1 0.000
#> GCCGACGAACTCTT-1 3 0.000
#> GCCGTACTGGCAAG-1 1 0.000
#> GCCTACACCACTGA-1 2 0.000
#> GCCTAGCTTCTCTA-1 2 0.000
#> GCCTGACTCTCAAG-1 4 0.000
#> GCGAGCACTTGCTT-1 3 0.000
#> GCGCACGACTTTAC-1 4 0.000
#> GCGGCAACTGTCGA-1 1 0.249
#> GCGTAAACACGGTT-1 3 0.000
#> GCGTAATGCACCAA-1 2 0.000
#> GCGTATGATGAGAA-1 3 0.000
#> GCTACCTGAGAAGT-1 3 0.249
#> GCTAGATGAGCTCA-1 4 0.253
#> GCTCAAGAACCATG-1 2 0.000
#> GCTCAAGAAGTCAC-1 2 0.751
#> GCTCGACTCTAGTG-1 1 0.249
#> GCTGATGAGGTATC-1 4 0.000
#> GCTTAACTACAGTC-1 1 0.000
#> GCTTAACTTAGACC-1 1 1.000
#> GGAACACTCACTTT-1 1 0.000
#> GGAACTTGAAGGTA-1 3 0.000
#> GGAACTTGCTCCAC-1 3 0.000
#> GGAAGGACATCGGT-1 4 0.000
#> GGAATCTGCTTGTT-1 3 0.747
#> GGACCCGAAGCTAC-1 3 0.000
#> GGACCGTGCTTACT-1 4 0.751
#> GGACCGTGGGAACG-1 3 0.000
#> GGACCTCTGTAAGA-1 1 0.000
#> GGACGAGAGTGTCA-1 1 0.000
#> GGAGCGCTACGCAT-1 3 0.000
#> GGAGGATGGTTGAC-1 3 0.000
#> GGAGGATGTCAGTG-1 1 0.000
#> GGATGTACGTCTTT-1 1 0.000
#> GGATTTCTTTGTCT-1 3 0.000
#> GGCAAGGACTTGGA-1 3 0.249
#> GGCACGTGGCTTAG-1 2 0.000
#> GGCCCAGAAAGTAG-1 4 0.000
#> GGCGCATGCCTAAG-1 2 0.000
#> GGCTCACTACTCAG-1 4 0.000
#> GGGAACGAAGCTCA-1 2 0.000
#> GGGAACGAGTGTCA-1 1 0.000
#> GGGAAGTGTTGAGC-1 1 0.000
#> GGGACCTGACCCTC-1 4 0.000
#> GGGATGGATGGTTG-1 4 0.253
#> GGGCAAGATGCATG-1 1 0.000
#> GGGCACACGGTGAG-1 2 0.000
#> GGGCCAACCTTGGA-1 3 0.000
#> GGGCCAACTACGCA-1 1 0.000
#> GGTACTGAACTCTT-1 4 0.000
#> GGTAGTACACTAGC-1 4 0.000
#> GGTAGTACGCCATA-1 1 0.000
#> GGTATCGAGACAAA-1 1 1.000
#> GGTCTAGAGAAACA-1 4 0.000
#> GGTCTAGATAGCGT-1 3 0.000
#> GGTGATACGACTAC-1 4 0.000
#> GGTGGAGATCTCTA-1 1 0.000
#> GTAACGTGACCTCC-1 3 0.000
#> GTAAGCTGGTACCA-1 4 0.000
#> GTAATAACCTTCTA-1 4 0.000
#> GTACCCTGACAGTC-1 2 0.000
#> GTAGACTGAGATGA-1 1 0.249
#> GTAGCAACAGTCGT-1 4 0.000
#> GTAGCAACGGTAGG-1 1 0.000
#> GTAGCATGTAAGCC-1 1 0.000
#> GTAGCTGAAGCTAC-1 2 0.000
#> GTAGGTACACGGGA-1 4 0.000
#> GTAGTGTGAGGCGA-1 1 0.502
#> GTATCACTGGTAGG-1 4 0.249
#> GTCAACGAGTGTAC-1 4 1.000
#> GTCCACTGGGTACT-1 2 0.000
#> GTCCCATGTGGTGT-1 3 0.000
#> GTCGAATGAAGGCG-1 3 0.000
#> GTCTAACTGGTCTA-1 2 0.000
#> GTCTAGGAGCTTCC-1 3 0.249
#> GTGATTCTCTCTCG-1 4 0.000
#> GTGGATTGCACTAG-1 2 0.000
#> GTTAACCTTGCTTT-1 3 0.000
#> GTTAGGTGCCAGTA-1 3 0.249
#> GTTAGGTGCCCAAA-1 2 0.000
#> GTTGAGTGGTCTTT-1 3 0.000
#> GTTGGATGTTTACC-1 2 0.000
#> GTTGTACTATTCCT-1 3 0.000
#> GTTTAAGACCATGA-1 4 0.000
#> TAACACCTTCGCTC-1 3 0.502
#> TAACACCTTCGTAG-1 3 0.000
#> TAACGTCTCAACCA-1 1 1.000
#> TAACTCACGAGGAC-1 1 0.000
#> TAACTCACGTATCG-1 4 0.000
#> TAAGAACTGTGTCA-1 4 1.000
#> TAAGATACGGTTCA-1 1 0.000
#> TAAGCGTGAGGTTC-1 4 0.000
#> TAAGCGTGGACAAA-1 2 0.000
#> TAAGCGTGTGCTCC-1 2 0.000
#> TAAGGCTGTCTCGC-1 3 0.000
#> TAATGTGACTGCAA-1 3 0.000
#> TACAATGAAAACAG-1 4 0.498
#> TACATCACCTGTTT-1 2 0.000
#> TACATCACTGAACC-1 2 0.000
#> TACCATTGCGGGAA-1 1 0.000
#> TACCATTGGGGATG-1 4 1.000
#> TACCATTGTGAGGG-1 4 0.000
#> TACGAGTGATGCTG-1 3 0.000
#> TACGATCTCACTGA-1 2 0.747
#> TACGCCACTCCCAC-1 2 0.000
#> TACGTTACCAAGCT-1 1 0.000
#> TACTAAGATGATGC-1 4 0.000
#> TACTACTGAACCTG-1 4 0.000
#> TACTCAACGGTCTA-1 4 0.000
#> TAGAAACTGCTTCC-1 4 0.000
#> TAGCATCTGCTGTA-1 2 0.000
#> TAGCCGCTTTCCAT-1 3 0.502
#> TAGGCTGATGCCTC-1 4 0.000
#> TAGGTTCTTCTTAC-1 2 0.000
#> TAGGTTCTTGCTGA-1 4 0.249
#> TAGTACCTAAGAAC-1 4 0.000
#> TATAAGACAGCTCA-1 2 0.000
#> TATAAGTGACACCA-1 2 0.000
#> TATAAGTGTATCGG-1 1 0.751
#> TATAAGTGTGGTGT-1 2 0.000
#> TATAGATGTTCCGC-1 2 0.000
#> TATCCAACCAGCTA-1 1 0.751
#> TATCGACTCGATAC-1 2 0.000
#> TATCGTACATTCCT-1 4 0.249
#> TATGAATGTTTGCT-1 2 0.000
#> TATGTCACTAACCG-1 3 0.000
#> TATGTGCTCCGATA-1 4 0.000
#> TATTGCTGAAGAAC-1 1 0.000
#> TATTTCCTATTGGC-1 1 0.502
#> TCAAGGACGGTGTT-1 4 0.000
#> TCAATCACAGTCGT-1 2 0.000
#> TCACAACTTTGCTT-1 1 0.751
#> TCACCCGAGACGGA-1 2 1.000
#> TCACCGTGCTCGCT-1 2 0.000
#> TCACCTCTTCCAAG-1 2 0.000
#> TCAGGATGCCTTTA-1 2 0.000
#> TCAGTTACCTACGA-1 3 0.751
#> TCATCAACTGTTCT-1 3 0.751
#> TCATTCGATACAGC-1 2 0.000
#> TCCACTCTGAGCTT-1 3 0.751
#> TCCCATCTCAAAGA-1 3 0.253
#> TCCCGAACTTCGCC-1 2 0.000
#> TCCCGATGCCTGAA-1 1 0.000
#> TCCGAAGACAATCG-1 1 0.000
#> TCGACCTGCCGATA-1 2 0.000
#> TCGACGCTTCTATC-1 4 0.000
#> TCGATTTGATGCCA-1 4 0.000
#> TCGATTTGCCTACC-1 4 0.000
#> TCTAACACGAGCAG-1 3 0.000
#> TCTAAGCTTCTAGG-1 2 0.000
#> TCTAAGCTTGTTCT-1 4 0.000
#> TCTACAACGACTAC-1 3 0.000
#> TCTAGACTTAGAAG-1 1 0.000
#> TCTAGTTGCACCAA-1 3 0.253
#> TCTATGTGAAGAGT-1 1 0.000
#> TCTTACGAACCTGA-1 4 1.000
#> TCTTCAGAGCTACA-1 3 0.000
#> TGAAATTGGTGAGG-1 3 0.253
#> TGAACCGACTACTT-1 2 0.000
#> TGAACCGATTCGGA-1 2 0.000
#> TGACGATGCAAAGA-1 4 0.000
#> TGACTGGAAGAGAT-1 1 0.000
#> TGACTTACAGTCTG-1 3 0.000
#> TGAGCTGAATGCTG-1 2 0.000
#> TGAGCTGACTGGAT-1 4 0.000
#> TGAGCTGATGCTAG-1 1 0.000
#> TGAGGACTCTCATT-1 4 0.000
#> TGAGGTACGAACCT-1 2 0.000
#> TGATACCTCACTAG-1 4 0.502
#> TGATCGGACTGACA-1 2 0.000
#> TGATCGGATATGCG-1 2 0.000
#> TGCAAGTGGGTAGG-1 4 0.000
#> TGCAATCTTCAGGT-1 3 0.000
#> TGCCAAGAGCAGTT-1 4 0.000
#> TGCCCAACCGCATA-1 2 0.000
#> TGCGATGAGTGCTA-1 1 0.000
#> TGCGCACTCTTGAG-1 1 0.253
#> TGCGTAGAATAAGG-1 1 1.000
#> TGCGTAGATGGTCA-1 2 0.000
#> TGCTATACGGTTCA-1 4 0.000
#> TGGAAAGAGGTCAT-1 2 0.000
#> TGGACCCTACACTG-1 1 0.000
#> TGGACCCTGGTACT-1 2 0.502
#> TGGAGACTATCAGC-1 4 0.498
#> TGGAGGGACGGAGA-1 1 0.498
#> TGGCACCTTCAGTG-1 3 0.000
#> TGGGTATGTTTGGG-1 1 0.000
#> TGGTAGTGCACTGA-1 1 0.000
#> TGGTTACTGACGTT-1 4 0.000
#> TGTAACCTTGCCTC-1 3 0.000
#> TGTACTTGCTCTAT-1 2 0.000
#> TGTAGGTGCTCTAT-1 3 0.000
#> TGTCAGGAGATGAA-1 2 0.000
#> TGTGAGACTGTCAG-1 2 0.000
#> TGTGAGTGAGTGCT-1 2 0.000
#> TGTTAAGACAAAGA-1 1 0.000
#> TGTTAAGATAAGGA-1 1 0.000
#> TGTTACACCGCATA-1 2 0.000
#> TGTTACACGACTAC-1 2 0.502
#> TTACCATGAATCGC-1 1 0.000
#> TTACGACTTGACAC-1 4 0.751
#> TTACTCGAAGAATG-1 3 1.000
#> TTACTCGACGCAAT-1 3 0.000
#> TTAGACCTCCTTTA-1 4 0.249
#> TTAGCTACTGTCCC-1 2 1.000
#> TTAGGGTGTCCTGC-1 3 0.000
#> TTAGGTCTACTTTC-1 1 1.000
#> TTATCCGAGAAAGT-1 3 0.249
#> TTATGGCTTATGGC-1 3 0.000
#> TTATTCCTATGCTG-1 3 1.000
#> TTCAACACCCCAAA-1 4 0.000
#> TTCAACACGGACGA-1 2 0.000
#> TTCAAGCTAAGAAC-1 3 0.000
#> TTCACAACCCGTTC-1 3 0.000
#> TTCACAACGTCTGA-1 1 0.000
#> TTCAGTACTCCTAT-1 1 0.249
#> TTCAGTTGTCCTTA-1 4 0.000
#> TTCATCGAGGTGGA-1 4 0.000
#> TTCATTCTATGTCG-1 1 0.000
#> TTCCAAACCTATGG-1 1 0.000
#> TTCCATGACGAGAG-1 4 0.000
#> TTCCCACTTGTCTT-1 3 1.000
#> TTCCTAGACTAGTG-1 2 0.000
#> TTCGAGGATAGAAG-1 2 0.000
#> TTCGGAGAATGCCA-1 1 0.000
#> TTCGTATGTCCTTA-1 3 0.249
#> TTCTAGTGCATGAC-1 1 0.502
#> TTCTAGTGGTCACA-1 3 0.751
#> TTCTTACTCTGGAT-1 2 0.000
#> TTGAATGAACTACG-1 2 0.000
#> TTGAGGACAGAACA-1 4 0.000
#> TTGAGGACTACGCA-1 3 0.000
#> TTGCATTGCTAAGC-1 4 0.000
#> TTGCTAACACGCTA-1 2 0.000
#> TTGCTATGGTACGT-1 3 0.000
#> TTGCTATGGTAGGG-1 2 0.000
#> TTGGAGACGCTATG-1 4 0.000
#> TTGGTACTACTGGT-1 3 1.000
#> TTTAGCTGGATACC-1 4 0.000
#> TTTAGCTGTACTCT-1 3 0.751
#> TTTAGGCTCCTTTA-1 4 0.249
#> TTTATCCTGTTGTG-1 3 0.751
#> TTTCAGTGTCTATC-1 1 0.000
#> TTTCGAACTCTCAT-1 3 0.249
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample Seurat_class(p-value) k
#> ATC:skmeans 524 8.22e-74 2
#> ATC:skmeans 522 7.95e-118 3
#> ATC:skmeans 495 4.51e-107 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node02. Child nodes: Node0211-leaf , Node0212-leaf , Node0221-leaf , Node0222-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["021"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 3478 rows and 368 columns.
#> Top rows (236) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 2.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 0.881 0.917 0.966 0.494 0.510 0.510
#> 3 3 0.690 0.817 0.913 0.322 0.789 0.608
#> 4 4 0.662 0.733 0.864 0.130 0.838 0.584
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 2
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> AAACGCTGTTTCTG-1 1 0.000 0.9741 1.00 0.00
#> AAAGAGACGCGAGA-1 2 0.000 0.9568 0.00 1.00
#> AAAGTTTGTAGCGT-1 2 0.999 0.1084 0.48 0.52
#> AAATGTTGAACGAA-1 2 0.000 0.9568 0.00 1.00
#> AAATTCGAATCACG-1 2 0.000 0.9568 0.00 1.00
#> AACACGTGGAACCT-1 2 0.943 0.4669 0.36 0.64
#> AACAGCACAAGAGT-1 1 0.000 0.9741 1.00 0.00
#> AACCGATGTTCTAC-1 2 0.000 0.9568 0.00 1.00
#> AACTCACTCAAGCT-1 2 0.000 0.9568 0.00 1.00
#> AACTCACTTGGAGG-1 2 0.000 0.9568 0.00 1.00
#> AACTCGGAAGGTCT-1 1 0.000 0.9741 1.00 0.00
#> AACTGTCTCCCTTG-1 2 0.000 0.9568 0.00 1.00
#> AAGACAGATTACCT-1 2 0.760 0.7282 0.22 0.78
#> AAGATTACCCGTTC-1 2 0.722 0.7551 0.20 0.80
#> AAGATTACCGCCTT-1 2 0.000 0.9568 0.00 1.00
#> AAGATTACTCCTCG-1 1 0.000 0.9741 1.00 0.00
#> AAGCCATGACACGT-1 1 0.000 0.9741 1.00 0.00
#> AAGCCTGACCGAAT-1 1 0.000 0.9741 1.00 0.00
#> AAGGTCACGGTTAC-1 1 0.000 0.9741 1.00 0.00
#> AAGTAACTCTGAAC-1 2 0.000 0.9568 0.00 1.00
#> AATCCTTGACGGGA-1 2 0.000 0.9568 0.00 1.00
#> AATGCGTGGACGGA-1 2 0.000 0.9568 0.00 1.00
#> AATGGAGAATCGTG-1 2 0.000 0.9568 0.00 1.00
#> AATGTTGAGTTGAC-1 2 0.000 0.9568 0.00 1.00
#> ACAAATTGCTCAGA-1 1 0.000 0.9741 1.00 0.00
#> ACACGATGATGTGC-1 2 0.000 0.9568 0.00 1.00
#> ACAGCAACACCTAG-1 1 0.000 0.9741 1.00 0.00
#> ACAGTGTGTTGCGA-1 2 0.000 0.9568 0.00 1.00
#> ACATCACTCTACTT-1 2 0.000 0.9568 0.00 1.00
#> ACATTCTGGGAACG-1 2 0.000 0.9568 0.00 1.00
#> ACCAGTGATGACTG-1 1 0.000 0.9741 1.00 0.00
#> ACCCACTGCGCCTT-1 1 0.000 0.9741 1.00 0.00
#> ACCCAGCTGTTAGC-1 2 0.000 0.9568 0.00 1.00
#> ACCCTCGATCAAGC-1 1 0.000 0.9741 1.00 0.00
#> ACCTGAGATATCGG-1 1 0.000 0.9741 1.00 0.00
#> ACGATCGAGTCACA-1 2 0.000 0.9568 0.00 1.00
#> ACGCCACTGAACTC-1 1 0.000 0.9741 1.00 0.00
#> ACGCCGGAAACCAC-1 2 0.000 0.9568 0.00 1.00
#> ACGGAGGACTCTTA-1 2 0.141 0.9423 0.02 0.98
#> ACGGTATGAGTCGT-1 2 0.981 0.3080 0.42 0.58
#> ACGTCAGAGAGCTT-1 1 0.242 0.9395 0.96 0.04
#> ACGTCCTGATAAGG-1 2 0.000 0.9568 0.00 1.00
#> ACGTCGCTCTATTC-1 2 0.000 0.9568 0.00 1.00
#> ACGTTGGACCGTAA-1 1 0.000 0.9741 1.00 0.00
#> ACTAAAACTCGACA-1 2 0.000 0.9568 0.00 1.00
#> ACTCAGGATTCGTT-1 1 0.000 0.9741 1.00 0.00
#> ACTCGCACGAAAGT-1 2 0.000 0.9568 0.00 1.00
#> ACTCGCACTACGAC-1 2 0.000 0.9568 0.00 1.00
#> ACTGTTACCCACAA-1 1 0.000 0.9741 1.00 0.00
#> ACTTAAGATTACTC-1 2 0.000 0.9568 0.00 1.00
#> ACTTGGGAGAAAGT-1 2 0.000 0.9568 0.00 1.00
#> ACTTGGGATGTGAC-1 1 0.000 0.9741 1.00 0.00
#> AGAAAGTGGGGATG-1 2 0.141 0.9423 0.02 0.98
#> AGACACTGTCAAGC-1 2 0.000 0.9568 0.00 1.00
#> AGACCTGAAGTAGA-1 2 0.000 0.9568 0.00 1.00
#> AGACGTACCTCTTA-1 2 0.000 0.9568 0.00 1.00
#> AGAGATGAGGTTTG-1 1 0.529 0.8538 0.88 0.12
#> AGATCGTGTCTGGA-1 2 0.000 0.9568 0.00 1.00
#> AGATTCCTCACTTT-1 2 0.000 0.9568 0.00 1.00
#> AGATTCCTGACGAG-1 2 0.000 0.9568 0.00 1.00
#> AGCATCGAGCTTCC-1 2 0.000 0.9568 0.00 1.00
#> AGCTGCCTTGGGAG-1 1 0.000 0.9741 1.00 0.00
#> AGGGCGCTAACCAC-1 2 0.529 0.8514 0.12 0.88
#> AGGGTGGACTCAAG-1 2 0.402 0.8916 0.08 0.92
#> AGGGTTTGTTCATC-1 1 0.000 0.9741 1.00 0.00
#> AGGTTCGAACCTCC-1 1 0.000 0.9741 1.00 0.00
#> AGGTTCGAACGTAC-1 1 0.000 0.9741 1.00 0.00
#> AGTCTACTAGGGTG-1 1 0.000 0.9741 1.00 0.00
#> AGTGTTCTCACTTT-1 2 0.000 0.9568 0.00 1.00
#> AGTTATGAACAGTC-1 2 0.000 0.9568 0.00 1.00
#> AGTTCTACCAGCTA-1 1 0.141 0.9575 0.98 0.02
#> ATAACAACATGCTG-1 2 0.141 0.9423 0.02 0.98
#> ATAAGTTGGTACGT-1 1 0.000 0.9741 1.00 0.00
#> ATAATGACTCGTGA-1 1 0.000 0.9741 1.00 0.00
#> ATACCACTCGTACA-1 2 0.000 0.9568 0.00 1.00
#> ATACCGGACATTTC-1 2 0.000 0.9568 0.00 1.00
#> ATACCGGAGGTGTT-1 2 0.000 0.9568 0.00 1.00
#> ATACGGACAGACTC-1 1 0.000 0.9741 1.00 0.00
#> ATACGGACCTACTT-1 1 0.000 0.9741 1.00 0.00
#> ATACGGACTCTGGA-1 1 0.000 0.9741 1.00 0.00
#> ATACGTCTTAACGC-1 1 0.904 0.5200 0.68 0.32
#> ATAGCGTGCCCTTG-1 2 0.000 0.9568 0.00 1.00
#> ATAGCGTGGTATCG-1 1 0.000 0.9741 1.00 0.00
#> ATAGTCCTAGTGTC-1 2 0.000 0.9568 0.00 1.00
#> ATATAGTGGAATGA-1 1 0.000 0.9741 1.00 0.00
#> ATATGCCTAGATCC-1 1 0.327 0.9208 0.94 0.06
#> ATCAAATGAGCCTA-1 2 0.000 0.9568 0.00 1.00
#> ATCCATACTCCTTA-1 2 0.141 0.9422 0.02 0.98
#> ATCGCGCTCAGAGG-1 2 0.327 0.9100 0.06 0.94
#> ATCGTTTGGGTACT-1 1 0.402 0.8994 0.92 0.08
#> ATCGTTTGTGCCAA-1 1 0.000 0.9741 1.00 0.00
#> ATCTACACCCGCTT-1 1 0.000 0.9741 1.00 0.00
#> ATCTCAACCTTGTT-1 2 0.000 0.9568 0.00 1.00
#> ATCTTGACCTCCCA-1 1 0.000 0.9741 1.00 0.00
#> ATGCCAGACAGTCA-1 1 0.000 0.9741 1.00 0.00
#> ATGTAAACTTCACT-1 2 0.000 0.9568 0.00 1.00
#> ATGTACCTTTATCC-1 1 0.000 0.9741 1.00 0.00
#> ATGTCACTAATGCC-1 2 0.000 0.9568 0.00 1.00
#> ATGTTCACAGTCTG-1 2 0.722 0.7550 0.20 0.80
#> ATTACCTGCCTTAT-1 2 0.000 0.9568 0.00 1.00
#> ATTCCAACCATTGG-1 2 0.000 0.9568 0.00 1.00
#> ATTCGACTGAATAG-1 2 0.000 0.9568 0.00 1.00
#> ATTCGGGAAAGGCG-1 2 0.000 0.9568 0.00 1.00
#> ATTGCACTGGAGCA-1 1 0.000 0.9741 1.00 0.00
#> ATTTGCACAAGATG-1 1 0.000 0.9741 1.00 0.00
#> CAAAGCTGTTGCTT-1 2 0.000 0.9568 0.00 1.00
#> CAAATTGATGGAGG-1 1 0.000 0.9741 1.00 0.00
#> CAACCAGATAGAAG-1 1 0.000 0.9741 1.00 0.00
#> CAACGTGATCAAGC-1 2 0.999 0.1074 0.48 0.52
#> CAAGTCGATAGCGT-1 2 0.971 0.3687 0.40 0.60
#> CAATAAACGCCATA-1 1 0.000 0.9741 1.00 0.00
#> CAATAATGAACTGC-1 2 0.141 0.9423 0.02 0.98
#> CACAGATGGTTTCT-1 2 0.000 0.9568 0.00 1.00
#> CACAGTGATGAAGA-1 2 0.000 0.9568 0.00 1.00
#> CACTGAGACAGTCA-1 1 0.000 0.9741 1.00 0.00
#> CAGCAATGTCTACT-1 2 0.000 0.9568 0.00 1.00
#> CAGCAATGTGAGGG-1 1 0.000 0.9741 1.00 0.00
#> CAGCATGACAACCA-1 2 0.000 0.9568 0.00 1.00
#> CAGCCTTGCTACCC-1 2 0.000 0.9568 0.00 1.00
#> CAGCTAGATGTGAC-1 1 0.000 0.9741 1.00 0.00
#> CAGGAACTCTCAGA-1 1 0.000 0.9741 1.00 0.00
#> CAGGTAACAGACTC-1 2 0.881 0.5926 0.30 0.70
#> CATAAAACGGAGCA-1 2 0.000 0.9568 0.00 1.00
#> CATACTACGTACCA-1 1 0.327 0.9199 0.94 0.06
#> CATATAGACTAAGC-1 2 0.000 0.9568 0.00 1.00
#> CATCAGGATTTCGT-1 1 0.000 0.9741 1.00 0.00
#> CATGCGCTCAGATC-1 1 0.242 0.9394 0.96 0.04
#> CATGGCCTAGGGTG-1 1 0.000 0.9741 1.00 0.00
#> CATGTTTGGGGATG-1 2 0.000 0.9568 0.00 1.00
#> CATTAGCTCCACAA-1 2 0.000 0.9568 0.00 1.00
#> CATTGACTAGCGGA-1 2 0.000 0.9568 0.00 1.00
#> CCAAAGTGTGAGAA-1 1 0.000 0.9741 1.00 0.00
#> CCAACCTGACGTAC-1 2 0.000 0.9568 0.00 1.00
#> CCAACCTGTTCGCC-1 2 0.000 0.9568 0.00 1.00
#> CCAATTTGAACGTC-1 2 0.000 0.9568 0.00 1.00
#> CCACTGACCCGCTT-1 2 0.000 0.9568 0.00 1.00
#> CCACTGTGGGAAGC-1 1 0.000 0.9741 1.00 0.00
#> CCAGCGGAAAGGCG-1 1 0.141 0.9575 0.98 0.02
#> CCAGCGGACGACTA-1 2 0.000 0.9568 0.00 1.00
#> CCAGGTCTAGCATC-1 1 0.000 0.9741 1.00 0.00
#> CCAGTCACACTGGT-1 2 0.000 0.9568 0.00 1.00
#> CCATCCGATTCGCC-1 1 0.000 0.9741 1.00 0.00
#> CCCAACTGCAATCG-1 1 0.000 0.9741 1.00 0.00
#> CCCGGAGAAGGGTG-1 1 0.000 0.9741 1.00 0.00
#> CCCTACGAATTGGC-1 1 0.000 0.9741 1.00 0.00
#> CCGCGAGACACACA-1 2 0.141 0.9423 0.02 0.98
#> CCGCTATGTGCACA-1 2 0.000 0.9568 0.00 1.00
#> CCTAAGGACTAGCA-1 1 0.000 0.9741 1.00 0.00
#> CCTATAACGAGACG-1 1 0.000 0.9741 1.00 0.00
#> CCTCTACTCTTCGC-1 2 0.000 0.9568 0.00 1.00
#> CCTGCAACACGTTG-1 2 0.000 0.9568 0.00 1.00
#> CCTTCACTGGAGTG-1 1 0.402 0.8992 0.92 0.08
#> CCTTTAGATTCATC-1 2 0.000 0.9568 0.00 1.00
#> CGAACATGCCCTAC-1 2 0.529 0.8522 0.12 0.88
#> CGAATCGAGGAGCA-1 1 0.000 0.9741 1.00 0.00
#> CGACTGCTTCCTCG-1 2 0.981 0.3110 0.42 0.58
#> CGAGAACTTGTTCT-1 2 0.000 0.9568 0.00 1.00
#> CGAGCGTGTATGCG-1 1 0.000 0.9741 1.00 0.00
#> CGAGGCTGGCAGTT-1 2 0.327 0.9095 0.06 0.94
#> CGATAGACCCGTAA-1 1 0.000 0.9741 1.00 0.00
#> CGATAGACGTAGGG-1 1 0.000 0.9741 1.00 0.00
#> CGCACTTGTCACGA-1 2 0.000 0.9568 0.00 1.00
#> CGCATAGATCACGA-1 1 0.000 0.9741 1.00 0.00
#> CGCGATCTCAGTCA-1 2 0.000 0.9568 0.00 1.00
#> CGCGATCTGTTGAC-1 2 0.000 0.9568 0.00 1.00
#> CGCTCATGCATTTC-1 1 0.000 0.9741 1.00 0.00
#> CGGATAACAACGAA-1 2 0.000 0.9568 0.00 1.00
#> CGGATAACTCAGTG-1 1 0.000 0.9741 1.00 0.00
#> CGGCATCTTCGTAG-1 2 0.000 0.9568 0.00 1.00
#> CGTAGCCTCTCTCG-1 2 0.000 0.9568 0.00 1.00
#> CGTCAAGAAAGGTA-1 1 0.000 0.9741 1.00 0.00
#> CGTGTAGAGTTCAG-1 1 0.855 0.6083 0.72 0.28
#> CTAAGGACGCCATA-1 2 0.000 0.9568 0.00 1.00
#> CTAATGCTTGTGGT-1 2 0.943 0.4671 0.36 0.64
#> CTACTATGAACCAC-1 2 0.000 0.9568 0.00 1.00
#> CTACTATGATGTGC-1 1 0.000 0.9741 1.00 0.00
#> CTACTCCTGCCATA-1 1 0.000 0.9741 1.00 0.00
#> CTATACTGAGGTTC-1 1 0.000 0.9741 1.00 0.00
#> CTATACTGCGCTAA-1 1 0.971 0.3195 0.60 0.40
#> CTATAGCTTCGCTC-1 2 0.000 0.9568 0.00 1.00
#> CTATAGCTTGCCTC-1 2 0.000 0.9568 0.00 1.00
#> CTATCCCTCCACCT-1 2 0.000 0.9568 0.00 1.00
#> CTATTGACAAACGA-1 1 0.000 0.9741 1.00 0.00
#> CTCAATTGGTTGCA-1 2 0.000 0.9568 0.00 1.00
#> CTCAGCACTGAACC-1 1 0.000 0.9741 1.00 0.00
#> CTCAGCTGAACCTG-1 2 0.000 0.9568 0.00 1.00
#> CTCCTACTGCCTTC-1 1 0.000 0.9741 1.00 0.00
#> CTCGAAGATTAGGC-1 2 0.000 0.9568 0.00 1.00
#> CTCTAATGTCCAAG-1 2 0.000 0.9568 0.00 1.00
#> CTGCCAACTAACCG-1 2 0.904 0.5538 0.32 0.68
#> CTGGCACTCAAGCT-1 2 0.000 0.9568 0.00 1.00
#> CTGTGAGACGAACT-1 2 0.795 0.6956 0.24 0.76
#> CTGTGAGACTGTAG-1 2 0.000 0.9568 0.00 1.00
#> CTTACAACTCCCGT-1 1 0.141 0.9575 0.98 0.02
#> CTTGATTGATCTTC-1 2 0.990 0.2455 0.44 0.56
#> GAAAGATGCTTCGC-1 2 0.000 0.9568 0.00 1.00
#> GAAAGTGACCACAA-1 2 0.000 0.9568 0.00 1.00
#> GAAATACTACCAAC-1 1 0.000 0.9741 1.00 0.00
#> GAACTGTGCCAGTA-1 2 0.000 0.9568 0.00 1.00
#> GAAGGGTGCTTAGG-1 2 0.000 0.9568 0.00 1.00
#> GAAGTCACCCTCGT-1 1 0.795 0.6798 0.76 0.24
#> GACCAAACGACTAC-1 1 0.680 0.7736 0.82 0.18
#> GACCAAACGTATCG-1 2 0.402 0.8922 0.08 0.92
#> GACGTCCTCTCAAG-1 2 0.000 0.9568 0.00 1.00
#> GACTCCTGTTGGTG-1 2 0.000 0.9568 0.00 1.00
#> GACTGAACCAATCG-1 2 0.000 0.9568 0.00 1.00
#> GAGCGCACGCGTAT-1 1 0.242 0.9398 0.96 0.04
#> GAGCGCTGTCTTAC-1 1 0.990 0.1890 0.56 0.44
#> GAGGTACTACTCAG-1 2 0.469 0.8722 0.10 0.90
#> GAGGTTTGTAAGCC-1 1 0.000 0.9741 1.00 0.00
#> GAGTTGTGCATGGT-1 1 0.000 0.9741 1.00 0.00
#> GAGTTGTGGCGAGA-1 1 0.795 0.6792 0.76 0.24
#> GATAAGGAGAAACA-1 1 0.000 0.9741 1.00 0.00
#> GATAAGGATTCACT-1 2 0.000 0.9568 0.00 1.00
#> GATACTCTTGACTG-1 2 0.000 0.9568 0.00 1.00
#> GATAGAGATCACGA-1 2 0.000 0.9568 0.00 1.00
#> GATATATGTGGAGG-1 2 0.000 0.9568 0.00 1.00
#> GATATCCTCCCGTT-1 1 0.000 0.9741 1.00 0.00
#> GATCCGCTGGTCAT-1 2 0.000 0.9568 0.00 1.00
#> GATCGATGTAAGGA-1 2 0.000 0.9568 0.00 1.00
#> GATCTTACGAATAG-1 1 0.000 0.9741 1.00 0.00
#> GATCTTACGAGATA-1 2 0.000 0.9568 0.00 1.00
#> GATGCCCTGGCAAG-1 2 0.000 0.9568 0.00 1.00
#> GATTTAGATTCGTT-1 1 0.000 0.9741 1.00 0.00
#> GATTTGCTAACGGG-1 1 0.000 0.9741 1.00 0.00
#> GCAACCCTCCTCGT-1 1 0.000 0.9741 1.00 0.00
#> GCAATCGATCCTTA-1 2 0.000 0.9568 0.00 1.00
#> GCACAATGGTGCAT-1 2 0.000 0.9568 0.00 1.00
#> GCACCACTCATGAC-1 2 0.000 0.9568 0.00 1.00
#> GCACCACTGTTTGG-1 1 0.000 0.9741 1.00 0.00
#> GCACCACTTTCGGA-1 2 0.000 0.9568 0.00 1.00
#> GCCACGGAGGCGAA-1 1 0.000 0.9741 1.00 0.00
#> GCCGTACTGGCAAG-1 1 0.000 0.9741 1.00 0.00
#> GCCTGACTCTCAAG-1 2 0.000 0.9568 0.00 1.00
#> GCGAGCACTTGCTT-1 2 0.000 0.9568 0.00 1.00
#> GCGCACGACTTTAC-1 2 0.000 0.9568 0.00 1.00
#> GCGGCAACTGTCGA-1 1 0.000 0.9741 1.00 0.00
#> GCTACCTGAGAAGT-1 2 0.000 0.9568 0.00 1.00
#> GCTAGATGAGCTCA-1 2 0.000 0.9568 0.00 1.00
#> GCTCGACTCTAGTG-1 1 0.000 0.9741 1.00 0.00
#> GCTGATGAGGTATC-1 2 0.000 0.9568 0.00 1.00
#> GCTTAACTACAGTC-1 1 0.000 0.9741 1.00 0.00
#> GCTTAACTTAGACC-1 1 0.000 0.9741 1.00 0.00
#> GGAACACTCACTTT-1 1 0.000 0.9741 1.00 0.00
#> GGAACTTGCTCCAC-1 2 0.000 0.9568 0.00 1.00
#> GGAAGGACATCGGT-1 2 0.000 0.9568 0.00 1.00
#> GGAATCTGCTTGTT-1 2 0.000 0.9568 0.00 1.00
#> GGACCGTGCTTACT-1 2 0.958 0.4160 0.38 0.62
#> GGACCTCTGTAAGA-1 1 0.000 0.9741 1.00 0.00
#> GGACGAGAGTGTCA-1 1 0.000 0.9741 1.00 0.00
#> GGAGGATGGTTGAC-1 1 0.000 0.9741 1.00 0.00
#> GGAGGATGTCAGTG-1 1 0.000 0.9741 1.00 0.00
#> GGATGTACGTCTTT-1 1 0.000 0.9741 1.00 0.00
#> GGCAAGGACTTGGA-1 2 0.000 0.9568 0.00 1.00
#> GGCCCAGAAAGTAG-1 2 0.000 0.9568 0.00 1.00
#> GGCTCACTACTCAG-1 2 0.000 0.9568 0.00 1.00
#> GGGAACGAGTGTCA-1 1 0.000 0.9741 1.00 0.00
#> GGGAAGTGTTGAGC-1 1 0.000 0.9741 1.00 0.00
#> GGGACCTGACCCTC-1 2 0.000 0.9568 0.00 1.00
#> GGGATGGATGGTTG-1 2 0.141 0.9423 0.02 0.98
#> GGGCAAGATGCATG-1 1 0.000 0.9741 1.00 0.00
#> GGGCCAACTACGCA-1 1 0.000 0.9741 1.00 0.00
#> GGTACTGAACTCTT-1 2 0.469 0.8713 0.10 0.90
#> GGTAGTACACTAGC-1 1 0.995 0.1201 0.54 0.46
#> GGTAGTACGCCATA-1 1 0.000 0.9741 1.00 0.00
#> GGTATCGAGACAAA-1 1 0.000 0.9741 1.00 0.00
#> GGTCTAGAGAAACA-1 2 0.141 0.9423 0.02 0.98
#> GGTGATACGACTAC-1 2 0.000 0.9568 0.00 1.00
#> GGTGGAGATCTCTA-1 1 0.000 0.9741 1.00 0.00
#> GTAAGCTGGTACCA-1 2 0.760 0.7270 0.22 0.78
#> GTAATAACCTTCTA-1 2 0.795 0.6961 0.24 0.76
#> GTAGACTGAGATGA-1 1 0.000 0.9741 1.00 0.00
#> GTAGCAACAGTCGT-1 2 0.000 0.9568 0.00 1.00
#> GTAGCAACGGTAGG-1 1 0.000 0.9741 1.00 0.00
#> GTAGCATGTAAGCC-1 1 0.000 0.9741 1.00 0.00
#> GTAGGTACACGGGA-1 2 0.000 0.9568 0.00 1.00
#> GTAGTGTGAGGCGA-1 1 0.000 0.9741 1.00 0.00
#> GTATCACTGGTAGG-1 2 0.000 0.9568 0.00 1.00
#> GTCAACGAGTGTAC-1 2 0.680 0.7814 0.18 0.82
#> GTCTAGGAGCTTCC-1 2 0.000 0.9568 0.00 1.00
#> GTGATTCTCTCTCG-1 2 0.000 0.9568 0.00 1.00
#> GTTTAAGACCATGA-1 2 0.000 0.9568 0.00 1.00
#> TAACACCTTCGCTC-1 2 0.000 0.9568 0.00 1.00
#> TAACGTCTCAACCA-1 1 0.999 0.0402 0.52 0.48
#> TAACTCACGAGGAC-1 1 0.000 0.9741 1.00 0.00
#> TAACTCACGTATCG-1 2 0.000 0.9568 0.00 1.00
#> TAAGAACTGTGTCA-1 2 0.760 0.7266 0.22 0.78
#> TAAGATACGGTTCA-1 1 0.000 0.9741 1.00 0.00
#> TAAGCGTGAGGTTC-1 2 0.000 0.9568 0.00 1.00
#> TACAATGAAAACAG-1 2 0.141 0.9423 0.02 0.98
#> TACCATTGCGGGAA-1 1 0.000 0.9741 1.00 0.00
#> TACCATTGGGGATG-1 1 0.000 0.9741 1.00 0.00
#> TACCATTGTGAGGG-1 2 0.000 0.9568 0.00 1.00
#> TACGTTACCAAGCT-1 1 0.000 0.9741 1.00 0.00
#> TACTAAGATGATGC-1 2 0.981 0.3068 0.42 0.58
#> TACTACTGAACCTG-1 2 0.000 0.9568 0.00 1.00
#> TACTCAACGGTCTA-1 2 0.000 0.9568 0.00 1.00
#> TAGAAACTGCTTCC-1 2 0.000 0.9568 0.00 1.00
#> TAGGCTGATGCCTC-1 2 0.000 0.9568 0.00 1.00
#> TAGGTTCTTGCTGA-1 2 0.000 0.9568 0.00 1.00
#> TAGTACCTAAGAAC-1 2 0.000 0.9568 0.00 1.00
#> TATAAGTGTATCGG-1 1 0.000 0.9741 1.00 0.00
#> TATCCAACCAGCTA-1 1 0.000 0.9741 1.00 0.00
#> TATCGTACATTCCT-1 2 0.000 0.9568 0.00 1.00
#> TATGTGCTCCGATA-1 2 0.000 0.9568 0.00 1.00
#> TATTGCTGAAGAAC-1 1 0.000 0.9741 1.00 0.00
#> TATTTCCTATTGGC-1 1 0.000 0.9741 1.00 0.00
#> TCAAGGACGGTGTT-1 2 0.000 0.9568 0.00 1.00
#> TCACAACTTTGCTT-1 1 0.000 0.9741 1.00 0.00
#> TCAGTTACCTACGA-1 2 0.000 0.9568 0.00 1.00
#> TCCACTCTGAGCTT-1 2 0.000 0.9568 0.00 1.00
#> TCCCATCTCAAAGA-1 2 0.000 0.9568 0.00 1.00
#> TCCCGATGCCTGAA-1 1 0.000 0.9741 1.00 0.00
#> TCCGAAGACAATCG-1 1 0.000 0.9741 1.00 0.00
#> TCGACGCTTCTATC-1 2 0.000 0.9568 0.00 1.00
#> TCGATTTGATGCCA-1 2 0.000 0.9568 0.00 1.00
#> TCGATTTGCCTACC-1 2 0.000 0.9568 0.00 1.00
#> TCTAAGCTTGTTCT-1 2 0.000 0.9568 0.00 1.00
#> TCTAGACTTAGAAG-1 1 0.000 0.9741 1.00 0.00
#> TCTATGTGAAGAGT-1 1 0.000 0.9741 1.00 0.00
#> TCTTACGAACCTGA-1 2 0.141 0.9423 0.02 0.98
#> TGAAATTGGTGAGG-1 2 0.000 0.9568 0.00 1.00
#> TGACGATGCAAAGA-1 2 0.000 0.9568 0.00 1.00
#> TGACTGGAAGAGAT-1 1 0.000 0.9741 1.00 0.00
#> TGAGCTGACTGGAT-1 2 0.000 0.9568 0.00 1.00
#> TGAGCTGATGCTAG-1 1 0.000 0.9741 1.00 0.00
#> TGAGGACTCTCATT-1 2 0.000 0.9568 0.00 1.00
#> TGATACCTCACTAG-1 2 0.995 0.1779 0.46 0.54
#> TGCAAGTGGGTAGG-1 2 0.242 0.9269 0.04 0.96
#> TGCCAAGAGCAGTT-1 2 0.469 0.8719 0.10 0.90
#> TGCGATGAGTGCTA-1 1 0.000 0.9741 1.00 0.00
#> TGCGCACTCTTGAG-1 1 0.000 0.9741 1.00 0.00
#> TGCGTAGAATAAGG-1 1 0.000 0.9741 1.00 0.00
#> TGCTATACGGTTCA-1 2 0.000 0.9568 0.00 1.00
#> TGGACCCTACACTG-1 1 0.000 0.9741 1.00 0.00
#> TGGAGACTATCAGC-1 2 0.000 0.9568 0.00 1.00
#> TGGAGGGACGGAGA-1 1 0.000 0.9741 1.00 0.00
#> TGGGTATGTTTGGG-1 1 0.141 0.9575 0.98 0.02
#> TGGTAGTGCACTGA-1 1 0.000 0.9741 1.00 0.00
#> TGGTTACTGACGTT-1 2 0.000 0.9568 0.00 1.00
#> TGTTAAGACAAAGA-1 1 0.000 0.9741 1.00 0.00
#> TGTTAAGATAAGGA-1 1 0.242 0.9399 0.96 0.04
#> TGTTACACGACTAC-1 1 0.000 0.9741 1.00 0.00
#> TTACCATGAATCGC-1 1 0.000 0.9741 1.00 0.00
#> TTACGACTTGACAC-1 2 0.000 0.9568 0.00 1.00
#> TTACTCGAAGAATG-1 2 0.000 0.9568 0.00 1.00
#> TTAGACCTCCTTTA-1 2 0.943 0.4685 0.36 0.64
#> TTAGGTCTACTTTC-1 1 0.000 0.9741 1.00 0.00
#> TTCAACACCCCAAA-1 2 0.680 0.7819 0.18 0.82
#> TTCAAGCTAAGAAC-1 2 0.000 0.9568 0.00 1.00
#> TTCACAACGTCTGA-1 1 0.000 0.9741 1.00 0.00
#> TTCAGTACTCCTAT-1 1 0.469 0.8770 0.90 0.10
#> TTCAGTTGTCCTTA-1 2 0.000 0.9568 0.00 1.00
#> TTCATCGAGGTGGA-1 2 0.000 0.9568 0.00 1.00
#> TTCATTCTATGTCG-1 2 0.855 0.6289 0.28 0.72
#> TTCCAAACCTATGG-1 1 0.000 0.9741 1.00 0.00
#> TTCCATGACGAGAG-1 2 0.000 0.9568 0.00 1.00
#> TTCCCACTTGTCTT-1 2 0.000 0.9568 0.00 1.00
#> TTCGGAGAATGCCA-1 1 0.000 0.9741 1.00 0.00
#> TTCTAGTGCATGAC-1 2 0.000 0.9568 0.00 1.00
#> TTGAGGACAGAACA-1 2 0.000 0.9568 0.00 1.00
#> TTGCATTGCTAAGC-1 2 0.000 0.9568 0.00 1.00
#> TTGGAGACGCTATG-1 2 0.000 0.9568 0.00 1.00
#> TTTAGCTGGATACC-1 2 0.000 0.9568 0.00 1.00
#> TTTAGCTGTACTCT-1 2 0.000 0.9568 0.00 1.00
#> TTTAGGCTCCTTTA-1 1 0.242 0.9397 0.96 0.04
#> TTTCAGTGTCTATC-1 1 0.000 0.9741 1.00 0.00
#> TTTCGAACTCTCAT-1 2 0.000 0.9568 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> AAACGCTGTTTCTG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> AAAGAGACGCGAGA-1 2 0.2959 0.8654 0.00 0.90 0.10
#> AAAGTTTGTAGCGT-1 3 0.6793 0.7244 0.16 0.10 0.74
#> AAATGTTGAACGAA-1 2 0.2066 0.8801 0.00 0.94 0.06
#> AAATTCGAATCACG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> AACACGTGGAACCT-1 3 0.0000 0.8762 0.00 0.00 1.00
#> AACAGCACAAGAGT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> AACCGATGTTCTAC-1 2 0.0000 0.8895 0.00 1.00 0.00
#> AACTCACTCAAGCT-1 2 0.5835 0.5940 0.00 0.66 0.34
#> AACTCACTTGGAGG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> AACTCGGAAGGTCT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> AACTGTCTCCCTTG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> AAGACAGATTACCT-1 3 0.0000 0.8762 0.00 0.00 1.00
#> AAGATTACCCGTTC-1 3 0.0892 0.8713 0.00 0.02 0.98
#> AAGATTACCGCCTT-1 2 0.1529 0.8850 0.00 0.96 0.04
#> AAGATTACTCCTCG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> AAGCCATGACACGT-1 1 0.3686 0.8107 0.86 0.00 0.14
#> AAGCCTGACCGAAT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> AAGGTCACGGTTAC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> AAGTAACTCTGAAC-1 2 0.1529 0.8857 0.00 0.96 0.04
#> AATCCTTGACGGGA-1 2 0.0000 0.8895 0.00 1.00 0.00
#> AATGCGTGGACGGA-1 2 0.0000 0.8895 0.00 1.00 0.00
#> AATGGAGAATCGTG-1 2 0.5706 0.6262 0.00 0.68 0.32
#> AATGTTGAGTTGAC-1 3 0.0000 0.8762 0.00 0.00 1.00
#> ACAAATTGCTCAGA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ACACGATGATGTGC-1 2 0.5216 0.7206 0.00 0.74 0.26
#> ACAGCAACACCTAG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ACAGTGTGTTGCGA-1 3 0.0000 0.8762 0.00 0.00 1.00
#> ACATCACTCTACTT-1 3 0.2537 0.8370 0.00 0.08 0.92
#> ACATTCTGGGAACG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> ACCAGTGATGACTG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ACCCACTGCGCCTT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ACCCAGCTGTTAGC-1 2 0.1529 0.8850 0.00 0.96 0.04
#> ACCCTCGATCAAGC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ACCTGAGATATCGG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ACGATCGAGTCACA-1 2 0.3686 0.8431 0.00 0.86 0.14
#> ACGCCACTGAACTC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ACGCCGGAAACCAC-1 2 0.0000 0.8895 0.00 1.00 0.00
#> ACGGAGGACTCTTA-1 3 0.0000 0.8762 0.00 0.00 1.00
#> ACGGTATGAGTCGT-1 2 0.6053 0.6007 0.26 0.72 0.02
#> ACGTCAGAGAGCTT-1 1 0.6192 0.2797 0.58 0.00 0.42
#> ACGTCCTGATAAGG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> ACGTCGCTCTATTC-1 2 0.0000 0.8895 0.00 1.00 0.00
#> ACGTTGGACCGTAA-1 1 0.2947 0.8764 0.92 0.02 0.06
#> ACTAAAACTCGACA-1 2 0.4002 0.7961 0.00 0.84 0.16
#> ACTCAGGATTCGTT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ACTCGCACGAAAGT-1 3 0.0000 0.8762 0.00 0.00 1.00
#> ACTCGCACTACGAC-1 2 0.2537 0.8750 0.00 0.92 0.08
#> ACTGTTACCCACAA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ACTTAAGATTACTC-1 2 0.0000 0.8895 0.00 1.00 0.00
#> ACTTGGGAGAAAGT-1 2 0.4002 0.8269 0.00 0.84 0.16
#> ACTTGGGATGTGAC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> AGAAAGTGGGGATG-1 2 0.0892 0.8822 0.02 0.98 0.00
#> AGACACTGTCAAGC-1 3 0.2066 0.8513 0.00 0.06 0.94
#> AGACCTGAAGTAGA-1 2 0.5397 0.6950 0.00 0.72 0.28
#> AGACGTACCTCTTA-1 2 0.0000 0.8895 0.00 1.00 0.00
#> AGAGATGAGGTTTG-1 3 0.2959 0.8331 0.10 0.00 0.90
#> AGATCGTGTCTGGA-1 2 0.4555 0.7912 0.00 0.80 0.20
#> AGATTCCTCACTTT-1 2 0.0000 0.8895 0.00 1.00 0.00
#> AGATTCCTGACGAG-1 2 0.6126 0.4668 0.00 0.60 0.40
#> AGCATCGAGCTTCC-1 3 0.0000 0.8762 0.00 0.00 1.00
#> AGCTGCCTTGGGAG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> AGGGCGCTAACCAC-1 2 0.0892 0.8820 0.02 0.98 0.00
#> AGGGTGGACTCAAG-1 2 0.7395 0.4430 0.04 0.58 0.38
#> AGGGTTTGTTCATC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> AGGTTCGAACCTCC-1 1 0.2959 0.8443 0.90 0.10 0.00
#> AGGTTCGAACGTAC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> AGTCTACTAGGGTG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> AGTGTTCTCACTTT-1 2 0.0892 0.8884 0.00 0.98 0.02
#> AGTTATGAACAGTC-1 2 0.3686 0.8451 0.00 0.86 0.14
#> AGTTCTACCAGCTA-1 3 0.2066 0.8542 0.06 0.00 0.94
#> ATAACAACATGCTG-1 3 0.0000 0.8762 0.00 0.00 1.00
#> ATAAGTTGGTACGT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ATAATGACTCGTGA-1 1 0.6280 0.1594 0.54 0.00 0.46
#> ATACCACTCGTACA-1 2 0.0000 0.8895 0.00 1.00 0.00
#> ATACCGGACATTTC-1 3 0.6192 0.1530 0.00 0.42 0.58
#> ATACCGGAGGTGTT-1 3 0.2537 0.8424 0.00 0.08 0.92
#> ATACGGACAGACTC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ATACGGACCTACTT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ATACGGACTCTGGA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ATACGTCTTAACGC-1 3 0.9293 0.1823 0.40 0.16 0.44
#> ATAGCGTGCCCTTG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> ATAGCGTGGTATCG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ATAGTCCTAGTGTC-1 3 0.0000 0.8762 0.00 0.00 1.00
#> ATATAGTGGAATGA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ATATGCCTAGATCC-1 3 0.2959 0.8296 0.10 0.00 0.90
#> ATCAAATGAGCCTA-1 2 0.3686 0.8437 0.00 0.86 0.14
#> ATCCATACTCCTTA-1 2 0.0000 0.8895 0.00 1.00 0.00
#> ATCGCGCTCAGAGG-1 2 0.0892 0.8829 0.02 0.98 0.00
#> ATCGTTTGGGTACT-1 3 0.1529 0.8665 0.04 0.00 0.96
#> ATCGTTTGTGCCAA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ATCTACACCCGCTT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ATCTCAACCTTGTT-1 2 0.0892 0.8856 0.00 0.98 0.02
#> ATCTTGACCTCCCA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ATGCCAGACAGTCA-1 3 0.5706 0.5054 0.32 0.00 0.68
#> ATGTAAACTTCACT-1 2 0.3686 0.8407 0.00 0.86 0.14
#> ATGTACCTTTATCC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> ATGTCACTAATGCC-1 2 0.3686 0.8431 0.00 0.86 0.14
#> ATGTTCACAGTCTG-1 3 0.0000 0.8762 0.00 0.00 1.00
#> ATTACCTGCCTTAT-1 2 0.2537 0.8755 0.00 0.92 0.08
#> ATTCCAACCATTGG-1 3 0.0000 0.8762 0.00 0.00 1.00
#> ATTCGACTGAATAG-1 3 0.5397 0.5480 0.00 0.28 0.72
#> ATTCGGGAAAGGCG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> ATTGCACTGGAGCA-1 3 0.6192 0.2588 0.42 0.00 0.58
#> ATTTGCACAAGATG-1 1 0.0892 0.9223 0.98 0.02 0.00
#> CAAAGCTGTTGCTT-1 2 0.0000 0.8895 0.00 1.00 0.00
#> CAAATTGATGGAGG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CAACCAGATAGAAG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CAACGTGATCAAGC-1 3 0.0000 0.8762 0.00 0.00 1.00
#> CAAGTCGATAGCGT-1 3 0.2414 0.8639 0.04 0.02 0.94
#> CAATAAACGCCATA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CAATAATGAACTGC-1 2 0.0892 0.8815 0.02 0.98 0.00
#> CACAGATGGTTTCT-1 3 0.2959 0.8187 0.00 0.10 0.90
#> CACAGTGATGAAGA-1 3 0.1529 0.8625 0.00 0.04 0.96
#> CACTGAGACAGTCA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CAGCAATGTCTACT-1 2 0.0000 0.8895 0.00 1.00 0.00
#> CAGCAATGTGAGGG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CAGCATGACAACCA-1 2 0.6126 0.4630 0.00 0.60 0.40
#> CAGCCTTGCTACCC-1 2 0.3686 0.8186 0.00 0.86 0.14
#> CAGCTAGATGTGAC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CAGGAACTCTCAGA-1 1 0.6309 0.0105 0.50 0.00 0.50
#> CAGGTAACAGACTC-1 2 0.7112 0.5756 0.26 0.68 0.06
#> CATAAAACGGAGCA-1 2 0.0000 0.8895 0.00 1.00 0.00
#> CATACTACGTACCA-1 1 0.4002 0.7709 0.84 0.16 0.00
#> CATATAGACTAAGC-1 2 0.0000 0.8895 0.00 1.00 0.00
#> CATCAGGATTTCGT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CATGCGCTCAGATC-1 3 0.6924 0.3218 0.40 0.02 0.58
#> CATGGCCTAGGGTG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CATGTTTGGGGATG-1 2 0.4796 0.7705 0.00 0.78 0.22
#> CATTAGCTCCACAA-1 2 0.3686 0.8416 0.00 0.86 0.14
#> CATTGACTAGCGGA-1 2 0.0000 0.8895 0.00 1.00 0.00
#> CCAAAGTGTGAGAA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CCAACCTGACGTAC-1 2 0.2959 0.8645 0.00 0.90 0.10
#> CCAACCTGTTCGCC-1 2 0.0000 0.8895 0.00 1.00 0.00
#> CCAATTTGAACGTC-1 2 0.4002 0.8261 0.00 0.84 0.16
#> CCACTGACCCGCTT-1 2 0.0892 0.8881 0.00 0.98 0.02
#> CCACTGTGGGAAGC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CCAGCGGAAAGGCG-1 1 0.4796 0.6953 0.78 0.22 0.00
#> CCAGCGGACGACTA-1 2 0.2066 0.8796 0.00 0.94 0.06
#> CCAGGTCTAGCATC-1 3 0.4555 0.7145 0.20 0.00 0.80
#> CCAGTCACACTGGT-1 2 0.0000 0.8895 0.00 1.00 0.00
#> CCATCCGATTCGCC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CCCAACTGCAATCG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CCCGGAGAAGGGTG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CCCTACGAATTGGC-1 3 0.2537 0.8363 0.08 0.00 0.92
#> CCGCGAGACACACA-1 3 0.2959 0.8192 0.00 0.10 0.90
#> CCGCTATGTGCACA-1 2 0.5835 0.5901 0.00 0.66 0.34
#> CCTAAGGACTAGCA-1 1 0.5706 0.5226 0.68 0.00 0.32
#> CCTATAACGAGACG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CCTCTACTCTTCGC-1 2 0.1529 0.8850 0.00 0.96 0.04
#> CCTGCAACACGTTG-1 2 0.5016 0.7407 0.00 0.76 0.24
#> CCTTCACTGGAGTG-1 1 0.5948 0.4556 0.64 0.36 0.00
#> CCTTTAGATTCATC-1 2 0.5216 0.7225 0.00 0.74 0.26
#> CGAACATGCCCTAC-1 2 0.4796 0.7463 0.00 0.78 0.22
#> CGAATCGAGGAGCA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CGACTGCTTCCTCG-1 3 0.3042 0.8626 0.04 0.04 0.92
#> CGAGAACTTGTTCT-1 3 0.0000 0.8762 0.00 0.00 1.00
#> CGAGCGTGTATGCG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CGAGGCTGGCAGTT-1 2 0.0892 0.8878 0.00 0.98 0.02
#> CGATAGACCCGTAA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CGATAGACGTAGGG-1 1 0.2066 0.8903 0.94 0.00 0.06
#> CGCACTTGTCACGA-1 3 0.0000 0.8762 0.00 0.00 1.00
#> CGCATAGATCACGA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CGCGATCTCAGTCA-1 2 0.2066 0.8796 0.00 0.94 0.06
#> CGCGATCTGTTGAC-1 2 0.0000 0.8895 0.00 1.00 0.00
#> CGCTCATGCATTTC-1 1 0.2066 0.8862 0.94 0.06 0.00
#> CGGATAACAACGAA-1 2 0.0892 0.8882 0.00 0.98 0.02
#> CGGATAACTCAGTG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CGGCATCTTCGTAG-1 3 0.3686 0.7769 0.00 0.14 0.86
#> CGTAGCCTCTCTCG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> CGTCAAGAAAGGTA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CGTGTAGAGTTCAG-1 3 0.1529 0.8682 0.04 0.00 0.96
#> CTAAGGACGCCATA-1 3 0.4796 0.6628 0.00 0.22 0.78
#> CTAATGCTTGTGGT-1 3 0.0892 0.8716 0.00 0.02 0.98
#> CTACTATGAACCAC-1 2 0.0892 0.8883 0.00 0.98 0.02
#> CTACTATGATGTGC-1 1 0.0892 0.9240 0.98 0.00 0.02
#> CTACTCCTGCCATA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CTATACTGAGGTTC-1 1 0.0892 0.9223 0.98 0.02 0.00
#> CTATACTGCGCTAA-1 3 0.1529 0.8690 0.04 0.00 0.96
#> CTATAGCTTCGCTC-1 3 0.0000 0.8762 0.00 0.00 1.00
#> CTATAGCTTGCCTC-1 2 0.2066 0.8796 0.00 0.94 0.06
#> CTATCCCTCCACCT-1 2 0.2959 0.8646 0.00 0.90 0.10
#> CTATTGACAAACGA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CTCAATTGGTTGCA-1 3 0.0000 0.8762 0.00 0.00 1.00
#> CTCAGCACTGAACC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CTCAGCTGAACCTG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> CTCCTACTGCCTTC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> CTCGAAGATTAGGC-1 2 0.0892 0.8883 0.00 0.98 0.02
#> CTCTAATGTCCAAG-1 3 0.1529 0.8638 0.00 0.04 0.96
#> CTGCCAACTAACCG-1 2 0.8884 0.0631 0.12 0.46 0.42
#> CTGGCACTCAAGCT-1 2 0.0892 0.8870 0.00 0.98 0.02
#> CTGTGAGACGAACT-1 3 0.0892 0.8721 0.00 0.02 0.98
#> CTGTGAGACTGTAG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> CTTACAACTCCCGT-1 3 0.5216 0.6337 0.26 0.00 0.74
#> CTTGATTGATCTTC-1 2 0.3686 0.7768 0.14 0.86 0.00
#> GAAAGATGCTTCGC-1 2 0.0000 0.8895 0.00 1.00 0.00
#> GAAAGTGACCACAA-1 2 0.4796 0.7682 0.00 0.78 0.22
#> GAAATACTACCAAC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GAACTGTGCCAGTA-1 3 0.0000 0.8762 0.00 0.00 1.00
#> GAAGGGTGCTTAGG-1 2 0.2537 0.8730 0.00 0.92 0.08
#> GAAGTCACCCTCGT-1 1 0.6984 0.2439 0.56 0.42 0.02
#> GACCAAACGACTAC-1 3 0.2959 0.8340 0.10 0.00 0.90
#> GACCAAACGTATCG-1 3 0.0000 0.8762 0.00 0.00 1.00
#> GACGTCCTCTCAAG-1 2 0.4796 0.7729 0.00 0.78 0.22
#> GACTCCTGTTGGTG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> GACTGAACCAATCG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> GAGCGCACGCGTAT-1 3 0.5016 0.6588 0.24 0.00 0.76
#> GAGCGCTGTCTTAC-1 1 0.7578 0.0548 0.50 0.46 0.04
#> GAGGTACTACTCAG-1 2 0.7029 0.1376 0.02 0.54 0.44
#> GAGGTTTGTAAGCC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GAGTTGTGCATGGT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GAGTTGTGGCGAGA-1 2 0.6280 0.1336 0.46 0.54 0.00
#> GATAAGGAGAAACA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GATAAGGATTCACT-1 2 0.2066 0.8808 0.00 0.94 0.06
#> GATACTCTTGACTG-1 2 0.0892 0.8856 0.00 0.98 0.02
#> GATAGAGATCACGA-1 2 0.0000 0.8895 0.00 1.00 0.00
#> GATATATGTGGAGG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> GATATCCTCCCGTT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GATCCGCTGGTCAT-1 3 0.6192 0.1516 0.00 0.42 0.58
#> GATCGATGTAAGGA-1 2 0.2959 0.8651 0.00 0.90 0.10
#> GATCTTACGAATAG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GATCTTACGAGATA-1 2 0.4796 0.7584 0.00 0.78 0.22
#> GATGCCCTGGCAAG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> GATTTAGATTCGTT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GATTTGCTAACGGG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GCAACCCTCCTCGT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GCAATCGATCCTTA-1 2 0.4555 0.7882 0.00 0.80 0.20
#> GCACAATGGTGCAT-1 2 0.0000 0.8895 0.00 1.00 0.00
#> GCACCACTCATGAC-1 2 0.0000 0.8895 0.00 1.00 0.00
#> GCACCACTGTTTGG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GCACCACTTTCGGA-1 3 0.2066 0.8515 0.00 0.06 0.94
#> GCCACGGAGGCGAA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GCCGTACTGGCAAG-1 1 0.4002 0.7879 0.84 0.00 0.16
#> GCCTGACTCTCAAG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> GCGAGCACTTGCTT-1 2 0.5706 0.6278 0.00 0.68 0.32
#> GCGCACGACTTTAC-1 2 0.0000 0.8895 0.00 1.00 0.00
#> GCGGCAACTGTCGA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GCTACCTGAGAAGT-1 3 0.5397 0.5545 0.00 0.28 0.72
#> GCTAGATGAGCTCA-1 2 0.6302 0.2145 0.00 0.52 0.48
#> GCTCGACTCTAGTG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GCTGATGAGGTATC-1 2 0.0000 0.8895 0.00 1.00 0.00
#> GCTTAACTACAGTC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GCTTAACTTAGACC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GGAACACTCACTTT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GGAACTTGCTCCAC-1 2 0.4555 0.7912 0.00 0.80 0.20
#> GGAAGGACATCGGT-1 2 0.0000 0.8895 0.00 1.00 0.00
#> GGAATCTGCTTGTT-1 3 0.0892 0.8714 0.00 0.02 0.98
#> GGACCGTGCTTACT-1 2 0.4291 0.7338 0.18 0.82 0.00
#> GGACCTCTGTAAGA-1 3 0.0892 0.8716 0.02 0.00 0.98
#> GGACGAGAGTGTCA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GGAGGATGGTTGAC-1 1 0.5016 0.6736 0.76 0.00 0.24
#> GGAGGATGTCAGTG-1 3 0.0892 0.8716 0.02 0.00 0.98
#> GGATGTACGTCTTT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GGCAAGGACTTGGA-1 2 0.3340 0.8547 0.00 0.88 0.12
#> GGCCCAGAAAGTAG-1 2 0.4002 0.8291 0.00 0.84 0.16
#> GGCTCACTACTCAG-1 2 0.1529 0.8850 0.00 0.96 0.04
#> GGGAACGAGTGTCA-1 1 0.6302 0.0942 0.52 0.00 0.48
#> GGGAAGTGTTGAGC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GGGACCTGACCCTC-1 2 0.0892 0.8883 0.00 0.98 0.02
#> GGGATGGATGGTTG-1 3 0.0000 0.8762 0.00 0.00 1.00
#> GGGCAAGATGCATG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GGGCCAACTACGCA-1 3 0.2959 0.8231 0.10 0.00 0.90
#> GGTACTGAACTCTT-1 3 0.0000 0.8762 0.00 0.00 1.00
#> GGTAGTACACTAGC-1 2 0.4002 0.7543 0.16 0.84 0.00
#> GGTAGTACGCCATA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GGTATCGAGACAAA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GGTCTAGAGAAACA-1 2 0.0892 0.8828 0.02 0.98 0.00
#> GGTGATACGACTAC-1 2 0.3686 0.8409 0.00 0.86 0.14
#> GGTGGAGATCTCTA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GTAAGCTGGTACCA-1 2 0.1529 0.8712 0.04 0.96 0.00
#> GTAATAACCTTCTA-1 2 0.7633 0.5819 0.12 0.68 0.20
#> GTAGACTGAGATGA-1 3 0.4002 0.7694 0.16 0.00 0.84
#> GTAGCAACAGTCGT-1 2 0.0000 0.8895 0.00 1.00 0.00
#> GTAGCAACGGTAGG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> GTAGCATGTAAGCC-1 1 0.2066 0.8922 0.94 0.00 0.06
#> GTAGGTACACGGGA-1 2 0.4002 0.8287 0.00 0.84 0.16
#> GTAGTGTGAGGCGA-1 1 0.5216 0.6377 0.74 0.00 0.26
#> GTATCACTGGTAGG-1 2 0.2537 0.8733 0.00 0.92 0.08
#> GTCAACGAGTGTAC-1 3 0.0000 0.8762 0.00 0.00 1.00
#> GTCTAGGAGCTTCC-1 2 0.3686 0.8415 0.00 0.86 0.14
#> GTGATTCTCTCTCG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> GTTTAAGACCATGA-1 2 0.3686 0.8434 0.00 0.86 0.14
#> TAACACCTTCGCTC-1 2 0.4796 0.7690 0.00 0.78 0.22
#> TAACGTCTCAACCA-1 2 0.9823 -0.0515 0.26 0.42 0.32
#> TAACTCACGAGGAC-1 1 0.6302 0.0823 0.52 0.00 0.48
#> TAACTCACGTATCG-1 2 0.0892 0.8884 0.00 0.98 0.02
#> TAAGAACTGTGTCA-1 2 0.3686 0.7765 0.14 0.86 0.00
#> TAAGATACGGTTCA-1 1 0.5948 0.4343 0.64 0.00 0.36
#> TAAGCGTGAGGTTC-1 2 0.3686 0.8446 0.00 0.86 0.14
#> TACAATGAAAACAG-1 3 0.0000 0.8762 0.00 0.00 1.00
#> TACCATTGCGGGAA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TACCATTGGGGATG-1 1 0.2959 0.8448 0.90 0.10 0.00
#> TACCATTGTGAGGG-1 2 0.0000 0.8895 0.00 1.00 0.00
#> TACGTTACCAAGCT-1 1 0.6309 0.0120 0.50 0.00 0.50
#> TACTAAGATGATGC-1 3 0.0000 0.8762 0.00 0.00 1.00
#> TACTACTGAACCTG-1 2 0.1529 0.8835 0.00 0.96 0.04
#> TACTCAACGGTCTA-1 2 0.0000 0.8895 0.00 1.00 0.00
#> TAGAAACTGCTTCC-1 2 0.0000 0.8895 0.00 1.00 0.00
#> TAGGCTGATGCCTC-1 2 0.0000 0.8895 0.00 1.00 0.00
#> TAGGTTCTTGCTGA-1 3 0.4555 0.6964 0.00 0.20 0.80
#> TAGTACCTAAGAAC-1 2 0.5397 0.6955 0.00 0.72 0.28
#> TATAAGTGTATCGG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TATCCAACCAGCTA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TATCGTACATTCCT-1 2 0.5216 0.7205 0.00 0.74 0.26
#> TATGTGCTCCGATA-1 3 0.4002 0.7519 0.00 0.16 0.84
#> TATTGCTGAAGAAC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TATTTCCTATTGGC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TCAAGGACGGTGTT-1 2 0.0000 0.8895 0.00 1.00 0.00
#> TCACAACTTTGCTT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TCAGTTACCTACGA-1 3 0.0000 0.8762 0.00 0.00 1.00
#> TCCACTCTGAGCTT-1 3 0.2537 0.8373 0.00 0.08 0.92
#> TCCCATCTCAAAGA-1 3 0.0000 0.8762 0.00 0.00 1.00
#> TCCCGATGCCTGAA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TCCGAAGACAATCG-1 1 0.0892 0.9240 0.98 0.00 0.02
#> TCGACGCTTCTATC-1 2 0.4555 0.7921 0.00 0.80 0.20
#> TCGATTTGATGCCA-1 2 0.0000 0.8895 0.00 1.00 0.00
#> TCGATTTGCCTACC-1 3 0.6302 -0.0933 0.00 0.48 0.52
#> TCTAAGCTTGTTCT-1 2 0.2959 0.8654 0.00 0.90 0.10
#> TCTAGACTTAGAAG-1 1 0.0892 0.9239 0.98 0.00 0.02
#> TCTATGTGAAGAGT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TCTTACGAACCTGA-1 3 0.0892 0.8715 0.00 0.02 0.98
#> TGAAATTGGTGAGG-1 2 0.2066 0.8801 0.00 0.94 0.06
#> TGACGATGCAAAGA-1 2 0.0000 0.8895 0.00 1.00 0.00
#> TGACTGGAAGAGAT-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TGAGCTGACTGGAT-1 3 0.5216 0.6155 0.00 0.26 0.74
#> TGAGCTGATGCTAG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TGAGGACTCTCATT-1 3 0.6244 0.1538 0.00 0.44 0.56
#> TGATACCTCACTAG-1 2 0.5397 0.5934 0.28 0.72 0.00
#> TGCAAGTGGGTAGG-1 2 0.0892 0.8826 0.02 0.98 0.00
#> TGCCAAGAGCAGTT-1 2 0.1529 0.8733 0.04 0.96 0.00
#> TGCGATGAGTGCTA-1 3 0.0000 0.8762 0.00 0.00 1.00
#> TGCGCACTCTTGAG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TGCGTAGAATAAGG-1 1 0.1529 0.9086 0.96 0.00 0.04
#> TGCTATACGGTTCA-1 2 0.0000 0.8895 0.00 1.00 0.00
#> TGGACCCTACACTG-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TGGAGACTATCAGC-1 2 0.1529 0.8850 0.00 0.96 0.04
#> TGGAGGGACGGAGA-1 1 0.4291 0.7621 0.82 0.00 0.18
#> TGGGTATGTTTGGG-1 1 0.2066 0.8822 0.94 0.06 0.00
#> TGGTAGTGCACTGA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TGGTTACTGACGTT-1 2 0.1529 0.8850 0.00 0.96 0.04
#> TGTTAAGACAAAGA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TGTTAAGATAAGGA-1 3 0.1529 0.8661 0.04 0.00 0.96
#> TGTTACACGACTAC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TTACCATGAATCGC-1 3 0.2959 0.8227 0.10 0.00 0.90
#> TTACGACTTGACAC-1 2 0.0000 0.8895 0.00 1.00 0.00
#> TTACTCGAAGAATG-1 2 0.1529 0.8857 0.00 0.96 0.04
#> TTAGACCTCCTTTA-1 3 0.6109 0.7725 0.08 0.14 0.78
#> TTAGGTCTACTTTC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TTCAACACCCCAAA-1 2 0.4209 0.7970 0.12 0.86 0.02
#> TTCAAGCTAAGAAC-1 3 0.0892 0.8720 0.00 0.02 0.98
#> TTCACAACGTCTGA-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TTCAGTACTCCTAT-1 3 0.3340 0.8164 0.12 0.00 0.88
#> TTCAGTTGTCCTTA-1 2 0.0000 0.8895 0.00 1.00 0.00
#> TTCATCGAGGTGGA-1 2 0.0000 0.8895 0.00 1.00 0.00
#> TTCATTCTATGTCG-1 3 0.3832 0.8158 0.02 0.10 0.88
#> TTCCAAACCTATGG-1 1 0.2066 0.8913 0.94 0.00 0.06
#> TTCCATGACGAGAG-1 2 0.5216 0.6710 0.00 0.74 0.26
#> TTCCCACTTGTCTT-1 2 0.3340 0.8556 0.00 0.88 0.12
#> TTCGGAGAATGCCA-1 3 0.6280 0.1212 0.46 0.00 0.54
#> TTCTAGTGCATGAC-1 2 0.2537 0.8703 0.00 0.92 0.08
#> TTGAGGACAGAACA-1 2 0.2537 0.8654 0.00 0.92 0.08
#> TTGCATTGCTAAGC-1 3 0.0892 0.8713 0.00 0.02 0.98
#> TTGGAGACGCTATG-1 2 0.5397 0.6588 0.00 0.72 0.28
#> TTTAGCTGGATACC-1 2 0.0000 0.8895 0.00 1.00 0.00
#> TTTAGCTGTACTCT-1 2 0.0000 0.8895 0.00 1.00 0.00
#> TTTAGGCTCCTTTA-1 1 0.5159 0.7664 0.82 0.14 0.04
#> TTTCAGTGTCTATC-1 1 0.0000 0.9388 1.00 0.00 0.00
#> TTTCGAACTCTCAT-1 2 0.3340 0.8535 0.00 0.88 0.12
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> AAACGCTGTTTCTG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> AAAGAGACGCGAGA-1 2 0.0000 0.799437 0.00 1.00 0.00 0.00
#> AAAGTTTGTAGCGT-1 3 0.6220 0.605625 0.04 0.04 0.68 0.24
#> AAATGTTGAACGAA-1 2 0.0707 0.799670 0.00 0.98 0.00 0.02
#> AAATTCGAATCACG-1 4 0.3400 0.771441 0.00 0.18 0.00 0.82
#> AACACGTGGAACCT-1 3 0.0000 0.821892 0.00 0.00 1.00 0.00
#> AACAGCACAAGAGT-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> AACCGATGTTCTAC-1 4 0.1637 0.810687 0.00 0.06 0.00 0.94
#> AACTCACTCAAGCT-1 2 0.1211 0.793678 0.00 0.96 0.04 0.00
#> AACTCACTTGGAGG-1 4 0.2647 0.805525 0.00 0.12 0.00 0.88
#> AACTCGGAAGGTCT-1 1 0.0707 0.920038 0.98 0.00 0.00 0.02
#> AACTGTCTCCCTTG-1 2 0.3610 0.709365 0.00 0.80 0.00 0.20
#> AAGACAGATTACCT-1 3 0.0707 0.824444 0.00 0.02 0.98 0.00
#> AAGATTACCCGTTC-1 3 0.5422 0.707490 0.02 0.20 0.74 0.04
#> AAGATTACCGCCTT-1 2 0.1211 0.797877 0.00 0.96 0.00 0.04
#> AAGATTACTCCTCG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> AAGCCATGACACGT-1 1 0.4797 0.618663 0.72 0.00 0.26 0.02
#> AAGCCTGACCGAAT-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> AAGGTCACGGTTAC-1 1 0.1411 0.908853 0.96 0.00 0.02 0.02
#> AAGTAACTCTGAAC-1 2 0.3801 0.714896 0.00 0.78 0.00 0.22
#> AATCCTTGACGGGA-1 2 0.4907 0.290944 0.00 0.58 0.00 0.42
#> AATGCGTGGACGGA-1 2 0.4522 0.489855 0.00 0.68 0.00 0.32
#> AATGGAGAATCGTG-1 2 0.4553 0.672908 0.00 0.78 0.04 0.18
#> AATGTTGAGTTGAC-1 3 0.0707 0.824444 0.00 0.02 0.98 0.00
#> ACAAATTGCTCAGA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> ACACGATGATGTGC-1 2 0.0707 0.798777 0.00 0.98 0.02 0.00
#> ACAGCAACACCTAG-1 1 0.0707 0.920038 0.98 0.00 0.00 0.02
#> ACAGTGTGTTGCGA-1 3 0.0707 0.824444 0.00 0.02 0.98 0.00
#> ACATCACTCTACTT-1 2 0.4790 0.365716 0.00 0.62 0.38 0.00
#> ACATTCTGGGAACG-1 2 0.3400 0.718629 0.00 0.82 0.00 0.18
#> ACCAGTGATGACTG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> ACCCACTGCGCCTT-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> ACCCAGCTGTTAGC-1 2 0.2011 0.783077 0.00 0.92 0.00 0.08
#> ACCCTCGATCAAGC-1 1 0.0707 0.920038 0.98 0.00 0.00 0.02
#> ACCTGAGATATCGG-1 1 0.2011 0.877034 0.92 0.00 0.00 0.08
#> ACGATCGAGTCACA-1 2 0.0000 0.799437 0.00 1.00 0.00 0.00
#> ACGCCACTGAACTC-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> ACGCCGGAAACCAC-1 2 0.2011 0.787996 0.00 0.92 0.00 0.08
#> ACGGAGGACTCTTA-1 3 0.1211 0.823571 0.00 0.04 0.96 0.00
#> ACGGTATGAGTCGT-1 4 0.3106 0.797273 0.04 0.04 0.02 0.90
#> ACGTCAGAGAGCTT-1 3 0.6074 0.447273 0.34 0.00 0.60 0.06
#> ACGTCCTGATAAGG-1 2 0.4994 0.001820 0.00 0.52 0.00 0.48
#> ACGTCGCTCTATTC-1 4 0.2921 0.787541 0.00 0.14 0.00 0.86
#> ACGTTGGACCGTAA-1 1 0.4211 0.814839 0.84 0.02 0.04 0.10
#> ACTAAAACTCGACA-1 4 0.4553 0.768004 0.00 0.18 0.04 0.78
#> ACTCAGGATTCGTT-1 1 0.0707 0.918687 0.98 0.00 0.00 0.02
#> ACTCGCACGAAAGT-1 3 0.0707 0.824444 0.00 0.02 0.98 0.00
#> ACTCGCACTACGAC-1 2 0.4713 0.448180 0.00 0.64 0.00 0.36
#> ACTGTTACCCACAA-1 1 0.1637 0.894100 0.94 0.00 0.00 0.06
#> ACTTAAGATTACTC-1 2 0.2647 0.768033 0.00 0.88 0.00 0.12
#> ACTTGGGAGAAAGT-1 2 0.0000 0.799437 0.00 1.00 0.00 0.00
#> ACTTGGGATGTGAC-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> AGAAAGTGGGGATG-1 4 0.2647 0.806999 0.00 0.12 0.00 0.88
#> AGACACTGTCAAGC-1 3 0.5677 0.654200 0.00 0.14 0.72 0.14
#> AGACCTGAAGTAGA-1 2 0.0707 0.797486 0.00 0.98 0.02 0.00
#> AGACGTACCTCTTA-1 2 0.3610 0.679879 0.00 0.80 0.00 0.20
#> AGAGATGAGGTTTG-1 3 0.1913 0.816370 0.04 0.00 0.94 0.02
#> AGATCGTGTCTGGA-1 2 0.1211 0.797877 0.00 0.96 0.00 0.04
#> AGATTCCTCACTTT-1 2 0.2921 0.747074 0.00 0.86 0.00 0.14
#> AGATTCCTGACGAG-1 2 0.1211 0.795291 0.00 0.96 0.04 0.00
#> AGCATCGAGCTTCC-1 3 0.0707 0.824444 0.00 0.02 0.98 0.00
#> AGCTGCCTTGGGAG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> AGGGCGCTAACCAC-1 4 0.1637 0.811587 0.00 0.06 0.00 0.94
#> AGGGTGGACTCAAG-1 2 0.3247 0.771697 0.00 0.88 0.06 0.06
#> AGGGTTTGTTCATC-1 1 0.1913 0.897165 0.94 0.00 0.02 0.04
#> AGGTTCGAACCTCC-1 4 0.2345 0.757614 0.10 0.00 0.00 0.90
#> AGGTTCGAACGTAC-1 1 0.4994 0.140452 0.52 0.00 0.00 0.48
#> AGTCTACTAGGGTG-1 1 0.2921 0.836570 0.86 0.00 0.00 0.14
#> AGTGTTCTCACTTT-1 2 0.2011 0.784420 0.00 0.92 0.00 0.08
#> AGTTATGAACAGTC-1 2 0.2011 0.783808 0.00 0.92 0.00 0.08
#> AGTTCTACCAGCTA-1 3 0.0000 0.821892 0.00 0.00 1.00 0.00
#> ATAACAACATGCTG-1 3 0.0707 0.825580 0.00 0.02 0.98 0.00
#> ATAAGTTGGTACGT-1 1 0.0707 0.920038 0.98 0.00 0.00 0.02
#> ATAATGACTCGTGA-1 3 0.4553 0.725094 0.18 0.00 0.78 0.04
#> ATACCACTCGTACA-1 2 0.2647 0.762958 0.00 0.88 0.00 0.12
#> ATACCGGACATTTC-1 2 0.3335 0.743708 0.00 0.86 0.12 0.02
#> ATACCGGAGGTGTT-1 3 0.5175 0.714141 0.00 0.12 0.76 0.12
#> ATACGGACAGACTC-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> ATACGGACCTACTT-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> ATACGGACTCTGGA-1 1 0.3172 0.811837 0.84 0.00 0.00 0.16
#> ATACGTCTTAACGC-1 3 0.9257 0.234263 0.36 0.12 0.36 0.16
#> ATAGCGTGCCCTTG-1 2 0.2011 0.785259 0.00 0.92 0.00 0.08
#> ATAGCGTGGTATCG-1 1 0.2345 0.860766 0.90 0.00 0.00 0.10
#> ATAGTCCTAGTGTC-1 3 0.4522 0.525343 0.00 0.32 0.68 0.00
#> ATATAGTGGAATGA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> ATATGCCTAGATCC-1 3 0.3935 0.794971 0.06 0.02 0.86 0.06
#> ATCAAATGAGCCTA-1 2 0.1211 0.799720 0.00 0.96 0.00 0.04
#> ATCCATACTCCTTA-1 4 0.2345 0.810034 0.00 0.10 0.00 0.90
#> ATCGCGCTCAGAGG-1 4 0.1637 0.812521 0.00 0.06 0.00 0.94
#> ATCGTTTGGGTACT-1 3 0.0000 0.821892 0.00 0.00 1.00 0.00
#> ATCGTTTGTGCCAA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> ATCTACACCCGCTT-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> ATCTCAACCTTGTT-1 4 0.4134 0.686946 0.00 0.26 0.00 0.74
#> ATCTTGACCTCCCA-1 1 0.1913 0.897165 0.94 0.00 0.02 0.04
#> ATGCCAGACAGTCA-1 3 0.4079 0.725376 0.18 0.00 0.80 0.02
#> ATGTAAACTTCACT-1 2 0.0707 0.797265 0.00 0.98 0.00 0.02
#> ATGTACCTTTATCC-1 1 0.0707 0.918995 0.98 0.00 0.00 0.02
#> ATGTCACTAATGCC-1 2 0.0000 0.799437 0.00 1.00 0.00 0.00
#> ATGTTCACAGTCTG-1 3 0.0707 0.825475 0.00 0.02 0.98 0.00
#> ATTACCTGCCTTAT-1 2 0.2345 0.769754 0.00 0.90 0.00 0.10
#> ATTCCAACCATTGG-1 3 0.3975 0.673960 0.00 0.24 0.76 0.00
#> ATTCGACTGAATAG-1 2 0.4936 0.560777 0.00 0.70 0.28 0.02
#> ATTCGGGAAAGGCG-1 2 0.4406 0.538116 0.00 0.70 0.00 0.30
#> ATTGCACTGGAGCA-1 3 0.3975 0.672319 0.24 0.00 0.76 0.00
#> ATTTGCACAAGATG-1 1 0.4713 0.473827 0.64 0.00 0.00 0.36
#> CAAAGCTGTTGCTT-1 2 0.4790 0.384923 0.00 0.62 0.00 0.38
#> CAAATTGATGGAGG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CAACCAGATAGAAG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CAACGTGATCAAGC-1 3 0.4079 0.727342 0.00 0.18 0.80 0.02
#> CAAGTCGATAGCGT-1 3 0.2011 0.813711 0.00 0.08 0.92 0.00
#> CAATAAACGCCATA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CAATAATGAACTGC-1 4 0.1211 0.807399 0.00 0.04 0.00 0.96
#> CACAGATGGTTTCT-1 2 0.4713 0.429345 0.00 0.64 0.36 0.00
#> CACAGTGATGAAGA-1 2 0.4994 0.057728 0.00 0.52 0.48 0.00
#> CACTGAGACAGTCA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CAGCAATGTCTACT-1 2 0.4790 0.366330 0.00 0.62 0.00 0.38
#> CAGCAATGTGAGGG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CAGCATGACAACCA-1 2 0.0707 0.799634 0.00 0.98 0.02 0.00
#> CAGCCTTGCTACCC-1 4 0.5713 0.541635 0.00 0.34 0.04 0.62
#> CAGCTAGATGTGAC-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CAGGAACTCTCAGA-1 3 0.4406 0.582748 0.30 0.00 0.70 0.00
#> CAGGTAACAGACTC-1 4 0.6623 0.440273 0.06 0.32 0.02 0.60
#> CATAAAACGGAGCA-1 4 0.4277 0.667614 0.00 0.28 0.00 0.72
#> CATACTACGTACCA-1 1 0.4994 0.148480 0.52 0.00 0.00 0.48
#> CATATAGACTAAGC-1 2 0.4855 0.346046 0.00 0.60 0.00 0.40
#> CATCAGGATTTCGT-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CATGCGCTCAGATC-1 3 0.6216 0.611560 0.12 0.00 0.66 0.22
#> CATGGCCTAGGGTG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CATGTTTGGGGATG-1 2 0.2706 0.791555 0.00 0.90 0.02 0.08
#> CATTAGCTCCACAA-1 2 0.0000 0.799437 0.00 1.00 0.00 0.00
#> CATTGACTAGCGGA-1 4 0.4624 0.565120 0.00 0.34 0.00 0.66
#> CCAAAGTGTGAGAA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CCAACCTGACGTAC-1 2 0.3853 0.715578 0.00 0.82 0.02 0.16
#> CCAACCTGTTCGCC-1 4 0.2011 0.812494 0.00 0.08 0.00 0.92
#> CCAATTTGAACGTC-1 2 0.1211 0.798120 0.00 0.96 0.00 0.04
#> CCACTGACCCGCTT-1 2 0.3400 0.726586 0.00 0.82 0.00 0.18
#> CCACTGTGGGAAGC-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CCAGCGGAAAGGCG-1 4 0.2921 0.715594 0.14 0.00 0.00 0.86
#> CCAGCGGACGACTA-1 2 0.0707 0.797265 0.00 0.98 0.00 0.02
#> CCAGGTCTAGCATC-1 3 0.1211 0.819810 0.04 0.00 0.96 0.00
#> CCAGTCACACTGGT-1 2 0.3610 0.702578 0.00 0.80 0.00 0.20
#> CCATCCGATTCGCC-1 1 0.0707 0.919030 0.98 0.00 0.02 0.00
#> CCCAACTGCAATCG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CCCGGAGAAGGGTG-1 1 0.3172 0.800973 0.84 0.00 0.00 0.16
#> CCCTACGAATTGGC-1 3 0.0000 0.821892 0.00 0.00 1.00 0.00
#> CCGCGAGACACACA-1 2 0.4977 0.144942 0.00 0.54 0.46 0.00
#> CCGCTATGTGCACA-1 2 0.2830 0.785054 0.00 0.90 0.06 0.04
#> CCTAAGGACTAGCA-1 1 0.5570 0.125313 0.54 0.00 0.44 0.02
#> CCTATAACGAGACG-1 1 0.0707 0.920038 0.98 0.00 0.00 0.02
#> CCTCTACTCTTCGC-1 2 0.1637 0.789405 0.00 0.94 0.00 0.06
#> CCTGCAACACGTTG-1 2 0.3037 0.775941 0.00 0.88 0.02 0.10
#> CCTTCACTGGAGTG-1 4 0.1913 0.795577 0.04 0.02 0.00 0.94
#> CCTTTAGATTCATC-1 2 0.0707 0.797486 0.00 0.98 0.02 0.00
#> CGAACATGCCCTAC-1 2 0.6831 0.139242 0.00 0.48 0.10 0.42
#> CGAATCGAGGAGCA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CGACTGCTTCCTCG-1 3 0.5241 0.757690 0.04 0.14 0.78 0.04
#> CGAGAACTTGTTCT-1 3 0.0707 0.824444 0.00 0.02 0.98 0.00
#> CGAGCGTGTATGCG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CGAGGCTGGCAGTT-1 2 0.4855 0.362725 0.00 0.60 0.00 0.40
#> CGATAGACCCGTAA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CGATAGACGTAGGG-1 1 0.3525 0.830867 0.86 0.00 0.10 0.04
#> CGCACTTGTCACGA-1 3 0.3610 0.715861 0.00 0.20 0.80 0.00
#> CGCATAGATCACGA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CGCGATCTCAGTCA-1 2 0.0707 0.797265 0.00 0.98 0.00 0.02
#> CGCGATCTGTTGAC-1 4 0.2921 0.798651 0.00 0.14 0.00 0.86
#> CGCTCATGCATTTC-1 1 0.4332 0.755616 0.80 0.04 0.00 0.16
#> CGGATAACAACGAA-1 2 0.3400 0.708994 0.00 0.82 0.00 0.18
#> CGGATAACTCAGTG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CGGCATCTTCGTAG-1 2 0.3801 0.675284 0.00 0.78 0.22 0.00
#> CGTAGCCTCTCTCG-1 4 0.2345 0.812071 0.00 0.10 0.00 0.90
#> CGTCAAGAAAGGTA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CGTGTAGAGTTCAG-1 3 0.1637 0.814121 0.06 0.00 0.94 0.00
#> CTAAGGACGCCATA-1 2 0.3610 0.694543 0.00 0.80 0.20 0.00
#> CTAATGCTTGTGGT-1 3 0.2011 0.809467 0.00 0.08 0.92 0.00
#> CTACTATGAACCAC-1 2 0.0000 0.799437 0.00 1.00 0.00 0.00
#> CTACTATGATGTGC-1 1 0.3247 0.848128 0.88 0.00 0.06 0.06
#> CTACTCCTGCCATA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CTATACTGAGGTTC-1 1 0.4624 0.519933 0.66 0.00 0.00 0.34
#> CTATACTGCGCTAA-1 3 0.2830 0.809828 0.00 0.04 0.90 0.06
#> CTATAGCTTCGCTC-1 3 0.1637 0.819098 0.00 0.06 0.94 0.00
#> CTATAGCTTGCCTC-1 2 0.0707 0.799170 0.00 0.98 0.00 0.02
#> CTATCCCTCCACCT-1 2 0.3400 0.719890 0.00 0.82 0.00 0.18
#> CTATTGACAAACGA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CTCAATTGGTTGCA-1 3 0.1637 0.819319 0.00 0.06 0.94 0.00
#> CTCAGCACTGAACC-1 1 0.0707 0.920038 0.98 0.00 0.00 0.02
#> CTCAGCTGAACCTG-1 2 0.4977 0.000156 0.00 0.54 0.00 0.46
#> CTCCTACTGCCTTC-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> CTCGAAGATTAGGC-1 2 0.2647 0.762737 0.00 0.88 0.00 0.12
#> CTCTAATGTCCAAG-1 2 0.4977 0.117963 0.00 0.54 0.46 0.00
#> CTGCCAACTAACCG-1 2 0.8194 0.239739 0.02 0.46 0.26 0.26
#> CTGGCACTCAAGCT-1 4 0.4790 0.468801 0.00 0.38 0.00 0.62
#> CTGTGAGACGAACT-1 3 0.1211 0.823836 0.00 0.04 0.96 0.00
#> CTGTGAGACTGTAG-1 2 0.3975 0.635021 0.00 0.76 0.00 0.24
#> CTTACAACTCCCGT-1 3 0.4841 0.719625 0.08 0.00 0.78 0.14
#> CTTGATTGATCTTC-1 4 0.1211 0.802305 0.00 0.04 0.00 0.96
#> GAAAGATGCTTCGC-1 4 0.3801 0.748798 0.00 0.22 0.00 0.78
#> GAAAGTGACCACAA-1 2 0.0000 0.799437 0.00 1.00 0.00 0.00
#> GAAATACTACCAAC-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GAACTGTGCCAGTA-1 3 0.1637 0.820002 0.00 0.06 0.94 0.00
#> GAAGGGTGCTTAGG-1 2 0.1211 0.793859 0.00 0.96 0.00 0.04
#> GAAGTCACCCTCGT-1 4 0.2411 0.802863 0.04 0.04 0.00 0.92
#> GACCAAACGACTAC-1 3 0.4778 0.788572 0.04 0.08 0.82 0.06
#> GACCAAACGTATCG-1 3 0.0707 0.822240 0.00 0.00 0.98 0.02
#> GACGTCCTCTCAAG-1 2 0.4292 0.744941 0.00 0.82 0.08 0.10
#> GACTCCTGTTGGTG-1 2 0.4522 0.480023 0.00 0.68 0.00 0.32
#> GACTGAACCAATCG-1 4 0.2011 0.812507 0.00 0.08 0.00 0.92
#> GAGCGCACGCGTAT-1 3 0.1211 0.819638 0.04 0.00 0.96 0.00
#> GAGCGCTGTCTTAC-1 1 0.8453 -0.250131 0.36 0.32 0.02 0.30
#> GAGGTACTACTCAG-1 4 0.5486 0.647771 0.00 0.08 0.20 0.72
#> GAGGTTTGTAAGCC-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GAGTTGTGCATGGT-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GAGTTGTGGCGAGA-1 4 0.1913 0.798854 0.04 0.02 0.00 0.94
#> GATAAGGAGAAACA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GATAAGGATTCACT-1 2 0.2921 0.747554 0.00 0.86 0.00 0.14
#> GATACTCTTGACTG-1 4 0.1211 0.807399 0.00 0.04 0.00 0.96
#> GATAGAGATCACGA-1 2 0.2921 0.744888 0.00 0.86 0.00 0.14
#> GATATATGTGGAGG-1 4 0.4977 0.211950 0.00 0.46 0.00 0.54
#> GATATCCTCCCGTT-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GATCCGCTGGTCAT-1 2 0.1637 0.786438 0.00 0.94 0.06 0.00
#> GATCGATGTAAGGA-1 2 0.5915 0.220395 0.00 0.56 0.04 0.40
#> GATCTTACGAATAG-1 1 0.0707 0.920038 0.98 0.00 0.00 0.02
#> GATCTTACGAGATA-1 2 0.6510 0.173020 0.00 0.54 0.08 0.38
#> GATGCCCTGGCAAG-1 4 0.4977 0.207173 0.00 0.46 0.00 0.54
#> GATTTAGATTCGTT-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GATTTGCTAACGGG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GCAACCCTCCTCGT-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GCAATCGATCCTTA-1 2 0.2706 0.777921 0.00 0.90 0.02 0.08
#> GCACAATGGTGCAT-1 4 0.4406 0.606876 0.00 0.30 0.00 0.70
#> GCACCACTCATGAC-1 2 0.2647 0.759173 0.00 0.88 0.00 0.12
#> GCACCACTGTTTGG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GCACCACTTTCGGA-1 2 0.2647 0.752341 0.00 0.88 0.12 0.00
#> GCCACGGAGGCGAA-1 1 0.1411 0.908853 0.96 0.00 0.02 0.02
#> GCCGTACTGGCAAG-1 1 0.4790 0.360589 0.62 0.00 0.38 0.00
#> GCCTGACTCTCAAG-1 4 0.2345 0.811299 0.00 0.10 0.00 0.90
#> GCGAGCACTTGCTT-1 2 0.2706 0.783748 0.00 0.90 0.02 0.08
#> GCGCACGACTTTAC-1 4 0.3400 0.780056 0.00 0.18 0.00 0.82
#> GCGGCAACTGTCGA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GCTACCTGAGAAGT-1 2 0.5327 0.634604 0.00 0.72 0.22 0.06
#> GCTAGATGAGCTCA-1 2 0.2647 0.762292 0.00 0.88 0.12 0.00
#> GCTCGACTCTAGTG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GCTGATGAGGTATC-1 4 0.1211 0.802305 0.00 0.04 0.00 0.96
#> GCTTAACTACAGTC-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GCTTAACTTAGACC-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GGAACACTCACTTT-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GGAACTTGCTCCAC-1 2 0.0707 0.797265 0.00 0.98 0.00 0.02
#> GGAAGGACATCGGT-1 4 0.3172 0.784450 0.00 0.16 0.00 0.84
#> GGAATCTGCTTGTT-1 3 0.4522 0.542802 0.00 0.32 0.68 0.00
#> GGACCGTGCTTACT-1 4 0.1913 0.795738 0.04 0.02 0.00 0.94
#> GGACCTCTGTAAGA-1 3 0.0707 0.820188 0.00 0.00 0.98 0.02
#> GGACGAGAGTGTCA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GGAGGATGGTTGAC-1 1 0.5606 0.009154 0.50 0.00 0.48 0.02
#> GGAGGATGTCAGTG-1 3 0.0707 0.820188 0.00 0.00 0.98 0.02
#> GGATGTACGTCTTT-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GGCAAGGACTTGGA-1 2 0.1211 0.797877 0.00 0.96 0.00 0.04
#> GGCCCAGAAAGTAG-1 2 0.2345 0.780616 0.00 0.90 0.00 0.10
#> GGCTCACTACTCAG-1 2 0.0000 0.799437 0.00 1.00 0.00 0.00
#> GGGAACGAGTGTCA-1 3 0.4797 0.630056 0.26 0.00 0.72 0.02
#> GGGAAGTGTTGAGC-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GGGACCTGACCCTC-1 2 0.1637 0.795363 0.00 0.94 0.00 0.06
#> GGGATGGATGGTTG-1 3 0.0707 0.825580 0.00 0.02 0.98 0.00
#> GGGCAAGATGCATG-1 1 0.0707 0.917983 0.98 0.00 0.02 0.00
#> GGGCCAACTACGCA-1 3 0.0707 0.820188 0.00 0.00 0.98 0.02
#> GGTACTGAACTCTT-1 3 0.0707 0.825579 0.00 0.02 0.98 0.00
#> GGTAGTACACTAGC-1 4 0.2345 0.768008 0.00 0.10 0.00 0.90
#> GGTAGTACGCCATA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GGTATCGAGACAAA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GGTCTAGAGAAACA-1 4 0.4713 0.476945 0.00 0.36 0.00 0.64
#> GGTGATACGACTAC-1 2 0.1211 0.793859 0.00 0.96 0.00 0.04
#> GGTGGAGATCTCTA-1 1 0.3335 0.825319 0.86 0.00 0.02 0.12
#> GTAAGCTGGTACCA-1 4 0.1211 0.807399 0.00 0.04 0.00 0.96
#> GTAATAACCTTCTA-1 4 0.4581 0.759481 0.00 0.08 0.12 0.80
#> GTAGACTGAGATGA-1 3 0.2011 0.803609 0.08 0.00 0.92 0.00
#> GTAGCAACAGTCGT-1 4 0.3400 0.772484 0.00 0.18 0.00 0.82
#> GTAGCAACGGTAGG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> GTAGCATGTAAGCC-1 1 0.2011 0.872618 0.92 0.00 0.08 0.00
#> GTAGGTACACGGGA-1 2 0.1637 0.790902 0.00 0.94 0.00 0.06
#> GTAGTGTGAGGCGA-1 1 0.4855 0.299716 0.60 0.00 0.40 0.00
#> GTATCACTGGTAGG-1 2 0.0707 0.801515 0.00 0.98 0.00 0.02
#> GTCAACGAGTGTAC-1 3 0.4755 0.709904 0.00 0.20 0.76 0.04
#> GTCTAGGAGCTTCC-1 2 0.0707 0.799670 0.00 0.98 0.00 0.02
#> GTGATTCTCTCTCG-1 4 0.4277 0.674758 0.00 0.28 0.00 0.72
#> GTTTAAGACCATGA-1 2 0.0707 0.797265 0.00 0.98 0.00 0.02
#> TAACACCTTCGCTC-1 2 0.0707 0.797265 0.00 0.98 0.00 0.02
#> TAACGTCTCAACCA-1 4 0.7684 0.486407 0.06 0.10 0.26 0.58
#> TAACTCACGAGGAC-1 3 0.3801 0.700473 0.22 0.00 0.78 0.00
#> TAACTCACGTATCG-1 2 0.0000 0.799437 0.00 1.00 0.00 0.00
#> TAAGAACTGTGTCA-1 4 0.1913 0.806317 0.02 0.04 0.00 0.94
#> TAAGATACGGTTCA-1 3 0.6005 0.111188 0.46 0.00 0.50 0.04
#> TAAGCGTGAGGTTC-1 2 0.2335 0.791114 0.00 0.92 0.02 0.06
#> TACAATGAAAACAG-1 3 0.3198 0.801027 0.00 0.08 0.88 0.04
#> TACCATTGCGGGAA-1 1 0.2611 0.883345 0.92 0.02 0.02 0.04
#> TACCATTGGGGATG-1 4 0.3610 0.651381 0.20 0.00 0.00 0.80
#> TACCATTGTGAGGG-1 4 0.2011 0.812627 0.00 0.08 0.00 0.92
#> TACGTTACCAAGCT-1 3 0.4522 0.550312 0.32 0.00 0.68 0.00
#> TACTAAGATGATGC-1 3 0.0707 0.825771 0.00 0.02 0.98 0.00
#> TACTACTGAACCTG-1 2 0.4994 -0.017339 0.00 0.52 0.00 0.48
#> TACTCAACGGTCTA-1 2 0.1637 0.792012 0.00 0.94 0.00 0.06
#> TAGAAACTGCTTCC-1 4 0.1637 0.812872 0.00 0.06 0.00 0.94
#> TAGGCTGATGCCTC-1 4 0.4406 0.622848 0.00 0.30 0.00 0.70
#> TAGGTTCTTGCTGA-1 2 0.3172 0.728486 0.00 0.84 0.16 0.00
#> TAGTACCTAAGAAC-1 2 0.3525 0.765767 0.00 0.86 0.04 0.10
#> TATAAGTGTATCGG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> TATCCAACCAGCTA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> TATCGTACATTCCT-1 2 0.4079 0.724695 0.00 0.80 0.02 0.18
#> TATGTGCTCCGATA-1 2 0.3975 0.640262 0.00 0.76 0.24 0.00
#> TATTGCTGAAGAAC-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> TATTTCCTATTGGC-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> TCAAGGACGGTGTT-1 4 0.2011 0.812433 0.00 0.08 0.00 0.92
#> TCACAACTTTGCTT-1 1 0.1637 0.892492 0.94 0.00 0.00 0.06
#> TCAGTTACCTACGA-1 3 0.2345 0.804005 0.00 0.10 0.90 0.00
#> TCCACTCTGAGCTT-1 2 0.5594 0.070168 0.00 0.52 0.46 0.02
#> TCCCATCTCAAAGA-1 3 0.0707 0.824444 0.00 0.02 0.98 0.00
#> TCCCGATGCCTGAA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> TCCGAAGACAATCG-1 1 0.1637 0.889394 0.94 0.00 0.06 0.00
#> TCGACGCTTCTATC-1 2 0.0707 0.797265 0.00 0.98 0.00 0.02
#> TCGATTTGATGCCA-1 4 0.1637 0.810687 0.00 0.06 0.00 0.94
#> TCGATTTGCCTACC-1 2 0.0707 0.797265 0.00 0.98 0.00 0.02
#> TCTAAGCTTGTTCT-1 2 0.4977 -0.001777 0.00 0.54 0.00 0.46
#> TCTAGACTTAGAAG-1 1 0.0707 0.918344 0.98 0.00 0.02 0.00
#> TCTATGTGAAGAGT-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> TCTTACGAACCTGA-1 3 0.5173 0.514081 0.00 0.32 0.66 0.02
#> TGAAATTGGTGAGG-1 2 0.0000 0.799437 0.00 1.00 0.00 0.00
#> TGACGATGCAAAGA-1 4 0.4522 0.601925 0.00 0.32 0.00 0.68
#> TGACTGGAAGAGAT-1 1 0.1211 0.905279 0.96 0.00 0.04 0.00
#> TGAGCTGACTGGAT-1 3 0.7707 0.185671 0.00 0.32 0.44 0.24
#> TGAGCTGATGCTAG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> TGAGGACTCTCATT-1 2 0.3335 0.749707 0.00 0.86 0.12 0.02
#> TGATACCTCACTAG-1 4 0.1411 0.801228 0.02 0.02 0.00 0.96
#> TGCAAGTGGGTAGG-1 4 0.2647 0.804448 0.00 0.12 0.00 0.88
#> TGCCAAGAGCAGTT-1 4 0.3975 0.629111 0.00 0.24 0.00 0.76
#> TGCGATGAGTGCTA-1 3 0.0707 0.820188 0.00 0.00 0.98 0.02
#> TGCGCACTCTTGAG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> TGCGTAGAATAAGG-1 1 0.3606 0.796813 0.84 0.00 0.14 0.02
#> TGCTATACGGTTCA-1 2 0.4977 0.159612 0.00 0.54 0.00 0.46
#> TGGACCCTACACTG-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> TGGAGACTATCAGC-1 2 0.0000 0.799437 0.00 1.00 0.00 0.00
#> TGGAGGGACGGAGA-1 1 0.5106 0.632314 0.72 0.00 0.24 0.04
#> TGGGTATGTTTGGG-1 1 0.5456 0.640135 0.70 0.02 0.02 0.26
#> TGGTAGTGCACTGA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> TGGTTACTGACGTT-1 2 0.2345 0.775060 0.00 0.90 0.00 0.10
#> TGTTAAGACAAAGA-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> TGTTAAGATAAGGA-1 3 0.0000 0.821892 0.00 0.00 1.00 0.00
#> TGTTACACGACTAC-1 1 0.1411 0.908853 0.96 0.00 0.02 0.02
#> TTACCATGAATCGC-1 3 0.0000 0.821892 0.00 0.00 1.00 0.00
#> TTACGACTTGACAC-1 4 0.2647 0.805355 0.00 0.12 0.00 0.88
#> TTACTCGAAGAATG-1 2 0.1211 0.798120 0.00 0.96 0.00 0.04
#> TTAGACCTCCTTTA-1 3 0.7886 0.396450 0.04 0.14 0.54 0.28
#> TTAGGTCTACTTTC-1 1 0.2647 0.844661 0.88 0.00 0.00 0.12
#> TTCAACACCCCAAA-1 4 0.5456 0.659773 0.02 0.26 0.02 0.70
#> TTCAAGCTAAGAAC-1 3 0.5594 0.186807 0.00 0.46 0.52 0.02
#> TTCACAACGTCTGA-1 1 0.0707 0.920038 0.98 0.00 0.00 0.02
#> TTCAGTACTCCTAT-1 3 0.3611 0.782433 0.06 0.00 0.86 0.08
#> TTCAGTTGTCCTTA-1 2 0.4977 0.159612 0.00 0.54 0.00 0.46
#> TTCATCGAGGTGGA-1 4 0.2921 0.801567 0.00 0.14 0.00 0.86
#> TTCATTCTATGTCG-1 3 0.6350 0.473915 0.02 0.34 0.60 0.04
#> TTCCAAACCTATGG-1 1 0.3801 0.702561 0.78 0.00 0.22 0.00
#> TTCCATGACGAGAG-1 4 0.6382 0.432076 0.00 0.34 0.08 0.58
#> TTCCCACTTGTCTT-1 2 0.2011 0.787549 0.00 0.92 0.00 0.08
#> TTCGGAGAATGCCA-1 3 0.4406 0.578210 0.30 0.00 0.70 0.00
#> TTCTAGTGCATGAC-1 4 0.4907 0.364538 0.00 0.42 0.00 0.58
#> TTGAGGACAGAACA-1 4 0.4642 0.711975 0.00 0.24 0.02 0.74
#> TTGCATTGCTAAGC-1 3 0.4277 0.634027 0.00 0.28 0.72 0.00
#> TTGGAGACGCTATG-1 4 0.6605 0.161873 0.00 0.44 0.08 0.48
#> TTTAGCTGGATACC-1 4 0.1211 0.807399 0.00 0.04 0.00 0.96
#> TTTAGCTGTACTCT-1 2 0.4713 0.396917 0.00 0.64 0.00 0.36
#> TTTAGGCTCCTTTA-1 4 0.4406 0.511664 0.30 0.00 0.00 0.70
#> TTTCAGTGTCTATC-1 1 0.0000 0.929036 1.00 0.00 0.00 0.00
#> TTTCGAACTCTCAT-1 2 0.0000 0.799437 0.00 1.00 0.00 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample Seurat_class(p-value) k
#> ATC:skmeans 352 0.00903 2
#> ATC:skmeans 342 0.00536 3
#> ATC:skmeans 319 0.03456 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node02. Child nodes: Node0211-leaf , Node0212-leaf , Node0221-leaf , Node0222-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["022"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 3479 rows and 304 columns.
#> Top rows (344) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 2.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.977 0.991 0.5019 0.499 0.499
#> 3 3 0.899 0.914 0.959 0.2738 0.844 0.692
#> 4 4 0.793 0.772 0.894 0.0895 0.923 0.794
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 2
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> AAACCGTGCTTCCG-1 2 0.000 0.990 0.00 1.00
#> AAAGCAGATATCGG-1 2 0.000 0.990 0.00 1.00
#> AAATCAACCCTATT-1 2 0.000 0.990 0.00 1.00
#> AAATCATGACCACA-1 1 0.000 0.991 1.00 0.00
#> AAATGTTGTGGCAT-1 2 0.000 0.990 0.00 1.00
#> AAATTCGAGCTGAT-1 1 0.000 0.991 1.00 0.00
#> AACACGTGTACGAC-1 1 0.000 0.991 1.00 0.00
#> AACATTGATGGGAG-1 1 0.000 0.991 1.00 0.00
#> AACCAGTGATACCG-1 1 0.000 0.991 1.00 0.00
#> AACCGCCTCTACGA-1 2 0.000 0.990 0.00 1.00
#> AACCTACTGTGAGG-1 2 0.000 0.990 0.00 1.00
#> AACCTTACTAACGC-1 1 0.000 0.991 1.00 0.00
#> AACCTTTGTACGCA-1 1 0.000 0.991 1.00 0.00
#> AAGATGGAGAACTC-1 2 0.000 0.990 0.00 1.00
#> AAGATGGAGATAAG-1 2 0.000 0.990 0.00 1.00
#> AAGATTACAGATCC-1 2 0.000 0.990 0.00 1.00
#> AAGCCATGAACTGC-1 2 0.000 0.990 0.00 1.00
#> AAGCGACTCCTCAC-1 2 0.000 0.990 0.00 1.00
#> AAGCGACTTTGACG-1 1 0.000 0.991 1.00 0.00
#> AAGTTCCTCATTCT-1 1 0.881 0.571 0.70 0.30
#> AATCTCACAGCCTA-1 2 0.000 0.990 0.00 1.00
#> AATGATACGGTCAT-1 2 0.000 0.990 0.00 1.00
#> AATTACGAATTCCT-1 2 0.000 0.990 0.00 1.00
#> AATTGATGTCGCAA-1 1 0.000 0.991 1.00 0.00
#> ACAAATTGATTCTC-1 1 0.000 0.991 1.00 0.00
#> ACAAGAGAAGTCGT-1 2 0.000 0.990 0.00 1.00
#> ACAGCAACCTCAAG-1 1 0.000 0.991 1.00 0.00
#> ACCAGTGAATACCG-1 1 0.000 0.991 1.00 0.00
#> ACCCAAGAATTCCT-1 1 0.000 0.991 1.00 0.00
#> ACCCACTGTCGTAG-1 2 0.000 0.990 0.00 1.00
#> ACCCTCGATAAGGA-1 2 0.000 0.990 0.00 1.00
#> ACCTATTGTGCCCT-1 1 0.000 0.991 1.00 0.00
#> ACCTTTGACTCCCA-1 2 0.000 0.990 0.00 1.00
#> ACCTTTGAGGAACG-1 2 0.000 0.990 0.00 1.00
#> ACCTTTGAGGAAGC-1 2 0.000 0.990 0.00 1.00
#> ACGAACTGGCTATG-1 1 0.000 0.991 1.00 0.00
#> ACGACCCTATCTCT-1 2 0.000 0.990 0.00 1.00
#> ACGAGGGACAGGAG-1 2 0.000 0.990 0.00 1.00
#> ACGCCTTGCTCCCA-1 1 0.000 0.991 1.00 0.00
#> ACGGAACTGTCGTA-1 1 0.000 0.991 1.00 0.00
#> ACGTCCTGTGAACC-1 2 0.000 0.990 0.00 1.00
#> ACGTGATGCCATGA-1 2 0.000 0.990 0.00 1.00
#> ACGTGATGTAACCG-1 1 0.000 0.991 1.00 0.00
#> ACGTTGGATCAGGT-1 2 0.000 0.990 0.00 1.00
#> ACTGAGACCCATAG-1 1 0.000 0.991 1.00 0.00
#> ACTTAGCTGCGTAT-1 1 0.000 0.991 1.00 0.00
#> ACTTGGGATTGACG-1 2 0.000 0.990 0.00 1.00
#> ACTTTGTGGATAGA-1 2 0.000 0.990 0.00 1.00
#> AGACGTACTCGTGA-1 1 0.000 0.991 1.00 0.00
#> AGAGCGGAGGCAAG-1 2 0.000 0.990 0.00 1.00
#> AGAGTCTGGTCGTA-1 1 0.000 0.991 1.00 0.00
#> AGATATTGGCCAAT-1 2 0.000 0.990 0.00 1.00
#> AGATTAACGTTCTT-1 1 0.000 0.991 1.00 0.00
#> AGCACTGATGCTTT-1 2 0.000 0.990 0.00 1.00
#> AGCATCGATAACCG-1 2 0.000 0.990 0.00 1.00
#> AGCCAATGGGGAGT-1 1 0.000 0.991 1.00 0.00
#> AGCCTCACTGTCAG-1 2 0.000 0.990 0.00 1.00
#> AGCGTAACTGAGAA-1 2 0.000 0.990 0.00 1.00
#> AGCTGAACCATACG-1 1 0.000 0.991 1.00 0.00
#> AGGAACCTCTTAGG-1 1 0.000 0.991 1.00 0.00
#> AGGTCTGATTCTCA-1 1 0.995 0.143 0.54 0.46
#> AGTAGGCTTGCCTC-1 1 0.000 0.991 1.00 0.00
#> AGTATAACTTGTCT-1 1 0.000 0.991 1.00 0.00
#> AGTCTACTTGCATG-1 1 0.000 0.991 1.00 0.00
#> AGTGACTGCAACTG-1 1 0.000 0.991 1.00 0.00
#> ATACCACTCTAAGC-1 2 0.000 0.990 0.00 1.00
#> ATACCGGAATGCTG-1 2 0.000 0.990 0.00 1.00
#> ATACTCTGCTTCGC-1 2 0.000 0.990 0.00 1.00
#> ATAGGAGAAACAGA-1 2 0.000 0.990 0.00 1.00
#> ATAGTTGACCCTCA-1 1 0.000 0.991 1.00 0.00
#> ATCAAATGGGTAAA-1 1 0.000 0.991 1.00 0.00
#> ATCCAGGACGCTAA-1 1 0.000 0.991 1.00 0.00
#> ATCCATACTTCATC-1 1 0.000 0.991 1.00 0.00
#> ATCGACGAAACTGC-1 2 0.000 0.990 0.00 1.00
#> ATCGCAGAATCTCT-1 1 0.000 0.991 1.00 0.00
#> ATCGTTTGCCTACC-1 2 0.000 0.990 0.00 1.00
#> ATCTGGGAAACCAC-1 2 0.000 0.990 0.00 1.00
#> ATCTGGGAAGTGTC-1 2 0.000 0.990 0.00 1.00
#> ATCTGTTGCCTTCG-1 2 0.000 0.990 0.00 1.00
#> ATGACGTGATCGGT-1 1 0.000 0.991 1.00 0.00
#> ATGATATGTTGTCT-1 2 0.000 0.990 0.00 1.00
#> ATGCACGATTGGTG-1 2 0.000 0.990 0.00 1.00
#> ATGCCGCTTGAACC-1 2 0.000 0.990 0.00 1.00
#> ATGCGATGCTATGG-1 2 0.000 0.990 0.00 1.00
#> ATGTAAACGGGATG-1 2 0.000 0.990 0.00 1.00
#> ATTACCTGGAGGAC-1 1 0.000 0.991 1.00 0.00
#> ATTCGACTTTTGTC-1 1 0.000 0.991 1.00 0.00
#> ATTGCACTGAGAGC-1 1 0.000 0.991 1.00 0.00
#> ATTGCACTTGCTTT-1 1 0.000 0.991 1.00 0.00
#> ATTGTAGATTCCCG-1 2 0.000 0.990 0.00 1.00
#> ATTTAGGAACCATG-1 1 0.000 0.991 1.00 0.00
#> ATTTCTCTACTTTC-1 1 0.000 0.991 1.00 0.00
#> ATTTCTCTCACTTT-1 1 0.000 0.991 1.00 0.00
#> CAACCAGAGTTCAG-1 2 0.000 0.990 0.00 1.00
#> CAACGATGCGCAAT-1 1 0.000 0.991 1.00 0.00
#> CAACGTGACTCCAC-1 2 0.000 0.990 0.00 1.00
#> CAAGAAGACGTCTC-1 2 0.000 0.990 0.00 1.00
#> CAAGCTGACCATAG-1 1 0.000 0.991 1.00 0.00
#> CAATTCTGCTTGTT-1 2 0.000 0.990 0.00 1.00
#> CAATTCTGGCGTAT-1 1 0.000 0.991 1.00 0.00
#> CACAGCCTTGCCAA-1 1 0.000 0.991 1.00 0.00
#> CACTGCTGAGACTC-1 1 0.000 0.991 1.00 0.00
#> CAGACCCTAAGGTA-1 1 0.000 0.991 1.00 0.00
#> CAGCACCTGTAGGG-1 2 0.000 0.990 0.00 1.00
#> CAGCTCTGTCGTAG-1 2 0.000 0.990 0.00 1.00
#> CAGGCCGAATCTCT-1 2 0.795 0.683 0.24 0.76
#> CAGTTGGAAAGAGT-1 2 0.000 0.990 0.00 1.00
#> CATACTTGGGTTAC-1 1 0.000 0.991 1.00 0.00
#> CATCAGGATCCTAT-1 1 0.000 0.991 1.00 0.00
#> CATCAGGATGCACA-1 1 0.141 0.971 0.98 0.02
#> CATCATACCGCATA-1 2 0.000 0.990 0.00 1.00
#> CATCTCCTCGAACT-1 2 0.584 0.835 0.14 0.86
#> CATGCGCTAGTCAC-1 1 0.000 0.991 1.00 0.00
#> CATGCGCTTTGCAG-1 1 0.000 0.991 1.00 0.00
#> CATTGTACTTTGCT-1 1 0.000 0.991 1.00 0.00
#> CCAAAGTGCTACGA-1 2 0.000 0.990 0.00 1.00
#> CCACCATGGACGAG-1 1 0.000 0.991 1.00 0.00
#> CCACTTCTCGGGAA-1 2 0.000 0.990 0.00 1.00
#> CCAGCACTGCGATT-1 1 0.000 0.991 1.00 0.00
#> CCATCGTGCTAGAC-1 1 0.000 0.991 1.00 0.00
#> CCCAACACTTTGTC-1 2 0.000 0.990 0.00 1.00
#> CCCAGACTGCCTTC-1 2 0.529 0.861 0.12 0.88
#> CCCAGACTTTCGCC-1 1 0.000 0.991 1.00 0.00
#> CCCAGTTGCAGTTG-1 2 0.000 0.990 0.00 1.00
#> CCCTTACTAACCAC-1 2 0.000 0.990 0.00 1.00
#> CCGAAAACCTTGTT-1 1 0.141 0.971 0.98 0.02
#> CCGACTACCCAGTA-1 2 0.000 0.990 0.00 1.00
#> CCGATAGAGTTGGT-1 2 0.000 0.990 0.00 1.00
#> CCGCTATGTGCAAC-1 2 0.000 0.990 0.00 1.00
#> CCGTACACGTTGGT-1 2 0.000 0.990 0.00 1.00
#> CCTATAACTGCATG-1 1 0.000 0.991 1.00 0.00
#> CCTCGAACCCGTAA-1 1 0.000 0.991 1.00 0.00
#> CCTTAATGTTCTAC-1 1 0.000 0.991 1.00 0.00
#> CGAGGCACTATGCG-1 2 0.000 0.990 0.00 1.00
#> CGAGTATGTCACCC-1 1 0.000 0.991 1.00 0.00
#> CGATACGAACAGTC-1 2 0.000 0.990 0.00 1.00
#> CGATCAGATGTGAC-1 2 0.000 0.990 0.00 1.00
#> CGCAGGACTTGTCT-1 1 0.000 0.991 1.00 0.00
#> CGCAGGTGCCATAG-1 1 0.000 0.991 1.00 0.00
#> CGCCTAACGAATGA-1 2 0.000 0.990 0.00 1.00
#> CGCTACTGAACAGA-1 2 0.000 0.990 0.00 1.00
#> CGGCACGACTACGA-1 1 0.000 0.991 1.00 0.00
#> CGGCGAACCAGTCA-1 2 0.000 0.990 0.00 1.00
#> CGTAGCCTGTATGC-1 1 0.000 0.991 1.00 0.00
#> CGTGCACTTATGGC-1 2 0.000 0.990 0.00 1.00
#> CGTTAGGATCATTC-1 2 0.000 0.990 0.00 1.00
#> CTAACACTAGTGCT-1 2 0.000 0.990 0.00 1.00
#> CTACGCACACCTAG-1 1 0.000 0.991 1.00 0.00
#> CTACGGCTTTCTTG-1 2 0.000 0.990 0.00 1.00
#> CTAGAGACTTTGGG-1 1 0.000 0.991 1.00 0.00
#> CTAGGTGATGGTTG-1 1 0.000 0.991 1.00 0.00
#> CTATTGACACTGGT-1 2 0.000 0.990 0.00 1.00
#> CTATTGACGGTGAG-1 2 0.242 0.951 0.04 0.96
#> CTCAGGCTCGTTGA-1 1 0.000 0.991 1.00 0.00
#> CTCATTGATGCTTT-1 2 0.402 0.908 0.08 0.92
#> CTCCACGAGAGATA-1 2 0.000 0.990 0.00 1.00
#> CTCCGAACAAGTGA-1 1 0.000 0.991 1.00 0.00
#> CTGAAGTGAAGCCT-1 1 0.000 0.991 1.00 0.00
#> CTGATTTGGTGTTG-1 2 0.000 0.990 0.00 1.00
#> CTGCAGCTGGATTC-1 2 0.990 0.213 0.44 0.56
#> CTGTATACGTACGT-1 2 0.000 0.990 0.00 1.00
#> CTGTGAGACAACCA-1 1 0.000 0.991 1.00 0.00
#> CTTCACCTACCTGA-1 1 0.000 0.991 1.00 0.00
#> GAAACCTGGACTAC-1 1 0.000 0.991 1.00 0.00
#> GAAAGATGCTGATG-1 1 0.000 0.991 1.00 0.00
#> GAAAGTGAAAGTGA-1 2 0.000 0.990 0.00 1.00
#> GAACACACGTGCAT-1 2 0.000 0.990 0.00 1.00
#> GAACAGCTAACTGC-1 1 0.943 0.438 0.64 0.36
#> GAACAGCTCTCAGA-1 1 0.000 0.991 1.00 0.00
#> GAACTGTGACCTGA-1 1 0.000 0.991 1.00 0.00
#> GAAGCGGACCTATT-1 2 0.000 0.990 0.00 1.00
#> GAAGCTACGAATGA-1 2 0.000 0.990 0.00 1.00
#> GAAGGTCTTAAAGG-1 2 0.000 0.990 0.00 1.00
#> GAAGTAGATCCAAG-1 1 0.000 0.991 1.00 0.00
#> GAAGTGCTCCGCTT-1 2 0.000 0.990 0.00 1.00
#> GACAGTACGAGCTT-1 1 0.000 0.991 1.00 0.00
#> GACAGTACTTCGGA-1 1 0.000 0.991 1.00 0.00
#> GACATTCTCCACCT-1 2 0.000 0.990 0.00 1.00
#> GACCTCACGTACGT-1 2 0.000 0.990 0.00 1.00
#> GACGGCACGAGATA-1 2 0.000 0.990 0.00 1.00
#> GAGATAGAAAAAGC-1 2 0.000 0.990 0.00 1.00
#> GAGATCACGACAAA-1 1 0.000 0.991 1.00 0.00
#> GAGCATACTTTGCT-1 1 0.141 0.971 0.98 0.02
#> GAGGTACTTAGCGT-1 2 0.000 0.990 0.00 1.00
#> GAGGTTACTCGTTT-1 2 0.000 0.990 0.00 1.00
#> GAGTTGTGTATGCG-1 1 0.000 0.991 1.00 0.00
#> GATAGCACGAAGGC-1 2 0.000 0.990 0.00 1.00
#> GATATTGACGAGTT-1 1 0.000 0.991 1.00 0.00
#> GATCTTACACCCAA-1 1 0.000 0.991 1.00 0.00
#> GATTCGGACAGGAG-1 2 0.000 0.990 0.00 1.00
#> GATTCGGAGAAGGC-1 1 0.000 0.991 1.00 0.00
#> GATTCTTGATTCGG-1 2 0.000 0.990 0.00 1.00
#> GATTTAGACACTCC-1 1 0.000 0.991 1.00 0.00
#> GCAATCGAGACGTT-1 2 0.000 0.990 0.00 1.00
#> GCACCTTGGGGAGT-1 2 0.000 0.990 0.00 1.00
#> GCACGGTGCTATGG-1 2 0.000 0.990 0.00 1.00
#> GCACTAGACCTTTA-1 1 0.000 0.991 1.00 0.00
#> GCCGACGAACTCTT-1 2 0.000 0.990 0.00 1.00
#> GCCTACACCACTGA-1 1 0.680 0.778 0.82 0.18
#> GCCTAGCTTCTCTA-1 1 0.000 0.991 1.00 0.00
#> GCGTAAACACGGTT-1 2 0.000 0.990 0.00 1.00
#> GCGTAATGCACCAA-1 1 0.000 0.991 1.00 0.00
#> GCGTATGATGAGAA-1 2 0.000 0.990 0.00 1.00
#> GCTCAAGAACCATG-1 2 0.971 0.333 0.40 0.60
#> GCTCAAGAAGTCAC-1 2 0.000 0.990 0.00 1.00
#> GGAACTTGAAGGTA-1 2 0.000 0.990 0.00 1.00
#> GGACCCGAAGCTAC-1 2 0.000 0.990 0.00 1.00
#> GGACCGTGGGAACG-1 2 0.000 0.990 0.00 1.00
#> GGAGCGCTACGCAT-1 2 0.000 0.990 0.00 1.00
#> GGATTTCTTTGTCT-1 2 0.000 0.990 0.00 1.00
#> GGCACGTGGCTTAG-1 1 0.000 0.991 1.00 0.00
#> GGCGCATGCCTAAG-1 1 0.000 0.991 1.00 0.00
#> GGGAACGAAGCTCA-1 1 0.000 0.991 1.00 0.00
#> GGGCACACGGTGAG-1 1 0.000 0.991 1.00 0.00
#> GGGCCAACCTTGGA-1 2 0.000 0.990 0.00 1.00
#> GGTCTAGATAGCGT-1 2 0.000 0.990 0.00 1.00
#> GTAACGTGACCTCC-1 2 0.000 0.990 0.00 1.00
#> GTACCCTGACAGTC-1 1 0.000 0.991 1.00 0.00
#> GTAGCTGAAGCTAC-1 1 0.000 0.991 1.00 0.00
#> GTCCACTGGGTACT-1 1 0.000 0.991 1.00 0.00
#> GTCCCATGTGGTGT-1 2 0.000 0.990 0.00 1.00
#> GTCGAATGAAGGCG-1 2 0.000 0.990 0.00 1.00
#> GTCTAACTGGTCTA-1 1 0.000 0.991 1.00 0.00
#> GTGGATTGCACTAG-1 1 0.000 0.991 1.00 0.00
#> GTTAACCTTGCTTT-1 2 0.000 0.990 0.00 1.00
#> GTTAGGTGCCAGTA-1 2 0.000 0.990 0.00 1.00
#> GTTAGGTGCCCAAA-1 1 0.000 0.991 1.00 0.00
#> GTTGAGTGGTCTTT-1 2 0.000 0.990 0.00 1.00
#> GTTGGATGTTTACC-1 1 0.000 0.991 1.00 0.00
#> GTTGTACTATTCCT-1 2 0.000 0.990 0.00 1.00
#> TAACACCTTCGTAG-1 2 0.000 0.990 0.00 1.00
#> TAAGCGTGGACAAA-1 2 0.000 0.990 0.00 1.00
#> TAAGCGTGTGCTCC-1 1 0.000 0.991 1.00 0.00
#> TAAGGCTGTCTCGC-1 2 0.000 0.990 0.00 1.00
#> TAATGTGACTGCAA-1 2 0.000 0.990 0.00 1.00
#> TACATCACCTGTTT-1 1 0.000 0.991 1.00 0.00
#> TACATCACTGAACC-1 1 0.000 0.991 1.00 0.00
#> TACGAGTGATGCTG-1 2 0.000 0.990 0.00 1.00
#> TACGATCTCACTGA-1 2 0.000 0.990 0.00 1.00
#> TACGCCACTCCCAC-1 1 0.000 0.991 1.00 0.00
#> TAGCATCTGCTGTA-1 1 0.000 0.991 1.00 0.00
#> TAGCCGCTTTCCAT-1 2 0.000 0.990 0.00 1.00
#> TAGGTTCTTCTTAC-1 1 0.000 0.991 1.00 0.00
#> TATAAGACAGCTCA-1 1 0.000 0.991 1.00 0.00
#> TATAAGTGACACCA-1 1 0.000 0.991 1.00 0.00
#> TATAAGTGTGGTGT-1 1 0.000 0.991 1.00 0.00
#> TATAGATGTTCCGC-1 1 0.000 0.991 1.00 0.00
#> TATCGACTCGATAC-1 1 0.000 0.991 1.00 0.00
#> TATGAATGTTTGCT-1 1 0.000 0.991 1.00 0.00
#> TATGTCACTAACCG-1 2 0.000 0.990 0.00 1.00
#> TCAATCACAGTCGT-1 1 0.000 0.991 1.00 0.00
#> TCACCCGAGACGGA-1 2 0.000 0.990 0.00 1.00
#> TCACCGTGCTCGCT-1 1 0.000 0.991 1.00 0.00
#> TCACCTCTTCCAAG-1 1 0.000 0.991 1.00 0.00
#> TCAGGATGCCTTTA-1 1 0.000 0.991 1.00 0.00
#> TCATCAACTGTTCT-1 2 0.000 0.990 0.00 1.00
#> TCATTCGATACAGC-1 1 0.000 0.991 1.00 0.00
#> TCCCGAACTTCGCC-1 1 0.000 0.991 1.00 0.00
#> TCGACCTGCCGATA-1 1 0.000 0.991 1.00 0.00
#> TCTAACACGAGCAG-1 2 0.000 0.990 0.00 1.00
#> TCTAAGCTTCTAGG-1 1 0.000 0.991 1.00 0.00
#> TCTACAACGACTAC-1 2 0.000 0.990 0.00 1.00
#> TCTAGTTGCACCAA-1 2 0.000 0.990 0.00 1.00
#> TCTTCAGAGCTACA-1 2 0.000 0.990 0.00 1.00
#> TGAACCGACTACTT-1 1 0.000 0.991 1.00 0.00
#> TGAACCGATTCGGA-1 1 0.000 0.991 1.00 0.00
#> TGACTTACAGTCTG-1 2 0.000 0.990 0.00 1.00
#> TGAGCTGAATGCTG-1 1 0.000 0.991 1.00 0.00
#> TGAGGTACGAACCT-1 1 0.000 0.991 1.00 0.00
#> TGATCGGACTGACA-1 1 0.000 0.991 1.00 0.00
#> TGATCGGATATGCG-1 1 0.000 0.991 1.00 0.00
#> TGCAATCTTCAGGT-1 2 0.000 0.990 0.00 1.00
#> TGCCCAACCGCATA-1 1 0.000 0.991 1.00 0.00
#> TGCGTAGATGGTCA-1 1 0.000 0.991 1.00 0.00
#> TGGAAAGAGGTCAT-1 1 0.000 0.991 1.00 0.00
#> TGGACCCTGGTACT-1 2 0.000 0.990 0.00 1.00
#> TGGCACCTTCAGTG-1 2 0.000 0.990 0.00 1.00
#> TGTAACCTTGCCTC-1 2 0.000 0.990 0.00 1.00
#> TGTACTTGCTCTAT-1 1 0.000 0.991 1.00 0.00
#> TGTAGGTGCTCTAT-1 2 0.000 0.990 0.00 1.00
#> TGTCAGGAGATGAA-1 1 0.000 0.991 1.00 0.00
#> TGTGAGACTGTCAG-1 1 0.000 0.991 1.00 0.00
#> TGTGAGTGAGTGCT-1 1 0.000 0.991 1.00 0.00
#> TGTTACACCGCATA-1 1 0.000 0.991 1.00 0.00
#> TTACTCGACGCAAT-1 2 0.000 0.990 0.00 1.00
#> TTAGCTACTGTCCC-1 2 0.000 0.990 0.00 1.00
#> TTAGGGTGTCCTGC-1 2 0.000 0.990 0.00 1.00
#> TTATCCGAGAAAGT-1 2 0.000 0.990 0.00 1.00
#> TTATGGCTTATGGC-1 2 0.000 0.990 0.00 1.00
#> TTATTCCTATGCTG-1 2 0.000 0.990 0.00 1.00
#> TTCAACACGGACGA-1 1 0.000 0.991 1.00 0.00
#> TTCACAACCCGTTC-1 2 0.000 0.990 0.00 1.00
#> TTCCTAGACTAGTG-1 1 0.000 0.991 1.00 0.00
#> TTCGAGGATAGAAG-1 1 0.000 0.991 1.00 0.00
#> TTCGTATGTCCTTA-1 2 0.000 0.990 0.00 1.00
#> TTCTAGTGGTCACA-1 2 0.000 0.990 0.00 1.00
#> TTCTTACTCTGGAT-1 1 0.000 0.991 1.00 0.00
#> TTGAATGAACTACG-1 1 0.000 0.991 1.00 0.00
#> TTGAGGACTACGCA-1 2 0.000 0.990 0.00 1.00
#> TTGCTAACACGCTA-1 1 0.000 0.991 1.00 0.00
#> TTGCTATGGTACGT-1 2 0.000 0.990 0.00 1.00
#> TTGCTATGGTAGGG-1 1 0.000 0.991 1.00 0.00
#> TTGGTACTACTGGT-1 2 0.000 0.990 0.00 1.00
#> TTTATCCTGTTGTG-1 2 0.000 0.990 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> AAACCGTGCTTCCG-1 3 0.0892 0.9160 0.00 0.02 0.98
#> AAAGCAGATATCGG-1 2 0.2959 0.8684 0.00 0.90 0.10
#> AAATCAACCCTATT-1 3 0.0000 0.9142 0.00 0.00 1.00
#> AAATCATGACCACA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> AAATGTTGTGGCAT-1 2 0.0000 0.9309 0.00 1.00 0.00
#> AAATTCGAGCTGAT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> AACACGTGTACGAC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> AACATTGATGGGAG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> AACCAGTGATACCG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> AACCGCCTCTACGA-1 2 0.5016 0.6728 0.00 0.76 0.24
#> AACCTACTGTGAGG-1 2 0.0000 0.9309 0.00 1.00 0.00
#> AACCTTACTAACGC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> AACCTTTGTACGCA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> AAGATGGAGAACTC-1 2 0.0000 0.9309 0.00 1.00 0.00
#> AAGATGGAGATAAG-1 3 0.1529 0.9197 0.00 0.04 0.96
#> AAGATTACAGATCC-1 3 0.2959 0.8769 0.00 0.10 0.90
#> AAGCCATGAACTGC-1 3 0.1529 0.9218 0.00 0.04 0.96
#> AAGCGACTCCTCAC-1 3 0.0000 0.9142 0.00 0.00 1.00
#> AAGCGACTTTGACG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> AAGTTCCTCATTCT-1 3 0.0892 0.9080 0.02 0.00 0.98
#> AATCTCACAGCCTA-1 2 0.0000 0.9309 0.00 1.00 0.00
#> AATGATACGGTCAT-1 2 0.0000 0.9309 0.00 1.00 0.00
#> AATTACGAATTCCT-1 3 0.1529 0.9218 0.00 0.04 0.96
#> AATTGATGTCGCAA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ACAAATTGATTCTC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ACAAGAGAAGTCGT-1 2 0.0000 0.9309 0.00 1.00 0.00
#> ACAGCAACCTCAAG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ACCAGTGAATACCG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ACCCAAGAATTCCT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ACCCACTGTCGTAG-1 2 0.0000 0.9309 0.00 1.00 0.00
#> ACCCTCGATAAGGA-1 2 0.4555 0.7572 0.00 0.80 0.20
#> ACCTATTGTGCCCT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ACCTTTGACTCCCA-1 2 0.0000 0.9309 0.00 1.00 0.00
#> ACCTTTGAGGAACG-1 2 0.0000 0.9309 0.00 1.00 0.00
#> ACCTTTGAGGAAGC-1 3 0.0000 0.9142 0.00 0.00 1.00
#> ACGAACTGGCTATG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ACGACCCTATCTCT-1 3 0.0892 0.9195 0.00 0.02 0.98
#> ACGAGGGACAGGAG-1 3 0.1529 0.9218 0.00 0.04 0.96
#> ACGCCTTGCTCCCA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ACGGAACTGTCGTA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ACGTCCTGTGAACC-1 2 0.0000 0.9309 0.00 1.00 0.00
#> ACGTGATGCCATGA-1 3 0.1529 0.9218 0.00 0.04 0.96
#> ACGTGATGTAACCG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ACGTTGGATCAGGT-1 2 0.0000 0.9309 0.00 1.00 0.00
#> ACTGAGACCCATAG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ACTTAGCTGCGTAT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ACTTGGGATTGACG-1 2 0.6126 0.3662 0.00 0.60 0.40
#> ACTTTGTGGATAGA-1 2 0.1529 0.9047 0.00 0.96 0.04
#> AGACGTACTCGTGA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> AGAGCGGAGGCAAG-1 2 0.0000 0.9309 0.00 1.00 0.00
#> AGAGTCTGGTCGTA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> AGATATTGGCCAAT-1 2 0.0000 0.9309 0.00 1.00 0.00
#> AGATTAACGTTCTT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> AGCACTGATGCTTT-1 3 0.1529 0.9218 0.00 0.04 0.96
#> AGCATCGATAACCG-1 2 0.0000 0.9309 0.00 1.00 0.00
#> AGCCAATGGGGAGT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> AGCCTCACTGTCAG-1 2 0.6192 0.2469 0.00 0.58 0.42
#> AGCGTAACTGAGAA-1 2 0.0000 0.9309 0.00 1.00 0.00
#> AGCTGAACCATACG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> AGGAACCTCTTAGG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> AGGTCTGATTCTCA-1 3 0.9696 0.0998 0.22 0.36 0.42
#> AGTAGGCTTGCCTC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> AGTATAACTTGTCT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> AGTCTACTTGCATG-1 1 0.2066 0.9319 0.94 0.00 0.06
#> AGTGACTGCAACTG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ATACCACTCTAAGC-1 3 0.1529 0.9218 0.00 0.04 0.96
#> ATACCGGAATGCTG-1 3 0.1529 0.9218 0.00 0.04 0.96
#> ATACTCTGCTTCGC-1 2 0.6126 0.3585 0.00 0.60 0.40
#> ATAGGAGAAACAGA-1 2 0.2537 0.8835 0.00 0.92 0.08
#> ATAGTTGACCCTCA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ATCAAATGGGTAAA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ATCCAGGACGCTAA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ATCCATACTTCATC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ATCGACGAAACTGC-1 2 0.0000 0.9309 0.00 1.00 0.00
#> ATCGCAGAATCTCT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ATCGTTTGCCTACC-1 2 0.0000 0.9309 0.00 1.00 0.00
#> ATCTGGGAAACCAC-1 2 0.0000 0.9309 0.00 1.00 0.00
#> ATCTGGGAAGTGTC-1 3 0.1529 0.9218 0.00 0.04 0.96
#> ATCTGTTGCCTTCG-1 3 0.0892 0.9195 0.00 0.02 0.98
#> ATGACGTGATCGGT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ATGATATGTTGTCT-1 3 0.5835 0.5360 0.00 0.34 0.66
#> ATGCACGATTGGTG-1 2 0.0000 0.9309 0.00 1.00 0.00
#> ATGCCGCTTGAACC-1 2 0.3686 0.8295 0.00 0.86 0.14
#> ATGCGATGCTATGG-1 3 0.2959 0.8775 0.00 0.10 0.90
#> ATGTAAACGGGATG-1 3 0.5016 0.7415 0.00 0.24 0.76
#> ATTACCTGGAGGAC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ATTCGACTTTTGTC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ATTGCACTGAGAGC-1 1 0.0892 0.9709 0.98 0.00 0.02
#> ATTGCACTTGCTTT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ATTGTAGATTCCCG-1 3 0.1529 0.9218 0.00 0.04 0.96
#> ATTTAGGAACCATG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ATTTCTCTACTTTC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> ATTTCTCTCACTTT-1 1 0.0892 0.9702 0.98 0.02 0.00
#> CAACCAGAGTTCAG-1 2 0.1529 0.9046 0.00 0.96 0.04
#> CAACGATGCGCAAT-1 1 0.3686 0.8355 0.86 0.14 0.00
#> CAACGTGACTCCAC-1 2 0.5216 0.6669 0.00 0.74 0.26
#> CAAGAAGACGTCTC-1 3 0.5016 0.7408 0.00 0.24 0.76
#> CAAGCTGACCATAG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CAATTCTGCTTGTT-1 3 0.2066 0.9039 0.00 0.06 0.94
#> CAATTCTGGCGTAT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CACAGCCTTGCCAA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CACTGCTGAGACTC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CAGACCCTAAGGTA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CAGCACCTGTAGGG-1 2 0.0000 0.9309 0.00 1.00 0.00
#> CAGCTCTGTCGTAG-1 2 0.0892 0.9182 0.00 0.98 0.02
#> CAGGCCGAATCTCT-1 3 0.0000 0.9142 0.00 0.00 1.00
#> CAGTTGGAAAGAGT-1 3 0.2959 0.8779 0.00 0.10 0.90
#> CATACTTGGGTTAC-1 1 0.1529 0.9520 0.96 0.00 0.04
#> CATCAGGATCCTAT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CATCAGGATGCACA-1 1 0.5159 0.7926 0.82 0.14 0.04
#> CATCATACCGCATA-1 2 0.0000 0.9309 0.00 1.00 0.00
#> CATCTCCTCGAACT-1 2 0.4556 0.8208 0.08 0.86 0.06
#> CATGCGCTAGTCAC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CATGCGCTTTGCAG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CATTGTACTTTGCT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CCAAAGTGCTACGA-1 2 0.0000 0.9309 0.00 1.00 0.00
#> CCACCATGGACGAG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CCACTTCTCGGGAA-1 3 0.6126 0.3469 0.00 0.40 0.60
#> CCAGCACTGCGATT-1 1 0.1529 0.9518 0.96 0.00 0.04
#> CCATCGTGCTAGAC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CCCAACACTTTGTC-1 2 0.0000 0.9309 0.00 1.00 0.00
#> CCCAGACTGCCTTC-1 2 0.0000 0.9309 0.00 1.00 0.00
#> CCCAGACTTTCGCC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CCCAGTTGCAGTTG-1 3 0.3340 0.8591 0.00 0.12 0.88
#> CCCTTACTAACCAC-1 2 0.0000 0.9309 0.00 1.00 0.00
#> CCGAAAACCTTGTT-1 1 0.4002 0.8079 0.84 0.16 0.00
#> CCGACTACCCAGTA-1 2 0.0000 0.9309 0.00 1.00 0.00
#> CCGATAGAGTTGGT-1 3 0.0892 0.9165 0.00 0.02 0.98
#> CCGCTATGTGCAAC-1 2 0.0000 0.9309 0.00 1.00 0.00
#> CCGTACACGTTGGT-1 2 0.0000 0.9309 0.00 1.00 0.00
#> CCTATAACTGCATG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CCTCGAACCCGTAA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CCTTAATGTTCTAC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CGAGGCACTATGCG-1 2 0.0000 0.9309 0.00 1.00 0.00
#> CGAGTATGTCACCC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CGATACGAACAGTC-1 2 0.6244 0.1699 0.00 0.56 0.44
#> CGATCAGATGTGAC-1 3 0.1529 0.9218 0.00 0.04 0.96
#> CGCAGGACTTGTCT-1 1 0.4002 0.8079 0.84 0.16 0.00
#> CGCAGGTGCCATAG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CGCCTAACGAATGA-1 3 0.2537 0.9060 0.00 0.08 0.92
#> CGCTACTGAACAGA-1 2 0.5835 0.4584 0.00 0.66 0.34
#> CGGCACGACTACGA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CGGCGAACCAGTCA-1 3 0.0000 0.9142 0.00 0.00 1.00
#> CGTAGCCTGTATGC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CGTGCACTTATGGC-1 3 0.5397 0.6489 0.00 0.28 0.72
#> CGTTAGGATCATTC-1 2 0.0000 0.9309 0.00 1.00 0.00
#> CTAACACTAGTGCT-1 2 0.0000 0.9309 0.00 1.00 0.00
#> CTACGCACACCTAG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CTACGGCTTTCTTG-1 2 0.0000 0.9309 0.00 1.00 0.00
#> CTAGAGACTTTGGG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CTAGGTGATGGTTG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CTATTGACACTGGT-1 3 0.0000 0.9142 0.00 0.00 1.00
#> CTATTGACGGTGAG-1 3 0.0892 0.9076 0.02 0.00 0.98
#> CTCAGGCTCGTTGA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CTCATTGATGCTTT-1 3 0.0000 0.9142 0.00 0.00 1.00
#> CTCCACGAGAGATA-1 3 0.1529 0.9218 0.00 0.04 0.96
#> CTCCGAACAAGTGA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CTGAAGTGAAGCCT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CTGATTTGGTGTTG-1 2 0.0000 0.9309 0.00 1.00 0.00
#> CTGCAGCTGGATTC-1 2 0.1529 0.8929 0.04 0.96 0.00
#> CTGTATACGTACGT-1 2 0.2959 0.8649 0.00 0.90 0.10
#> CTGTGAGACAACCA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> CTTCACCTACCTGA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GAAACCTGGACTAC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GAAAGATGCTGATG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GAAAGTGAAAGTGA-1 3 0.1529 0.9218 0.00 0.04 0.96
#> GAACACACGTGCAT-1 2 0.0000 0.9309 0.00 1.00 0.00
#> GAACAGCTAACTGC-1 2 0.6244 0.2153 0.44 0.56 0.00
#> GAACAGCTCTCAGA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GAACTGTGACCTGA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GAAGCGGACCTATT-1 2 0.0000 0.9309 0.00 1.00 0.00
#> GAAGCTACGAATGA-1 2 0.1529 0.9047 0.00 0.96 0.04
#> GAAGGTCTTAAAGG-1 3 0.1529 0.9218 0.00 0.04 0.96
#> GAAGTAGATCCAAG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GAAGTGCTCCGCTT-1 2 0.0000 0.9309 0.00 1.00 0.00
#> GACAGTACGAGCTT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GACAGTACTTCGGA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GACATTCTCCACCT-1 3 0.1529 0.9218 0.00 0.04 0.96
#> GACCTCACGTACGT-1 3 0.0892 0.9153 0.00 0.02 0.98
#> GACGGCACGAGATA-1 2 0.0000 0.9309 0.00 1.00 0.00
#> GAGATAGAAAAAGC-1 2 0.0000 0.9309 0.00 1.00 0.00
#> GAGATCACGACAAA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GAGCATACTTTGCT-1 3 0.0000 0.9142 0.00 0.00 1.00
#> GAGGTACTTAGCGT-1 2 0.5948 0.4724 0.00 0.64 0.36
#> GAGGTTACTCGTTT-1 3 0.1529 0.9202 0.00 0.04 0.96
#> GAGTTGTGTATGCG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GATAGCACGAAGGC-1 3 0.2959 0.8775 0.00 0.10 0.90
#> GATATTGACGAGTT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GATCTTACACCCAA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GATTCGGACAGGAG-1 2 0.2959 0.8633 0.00 0.90 0.10
#> GATTCGGAGAAGGC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GATTCTTGATTCGG-1 2 0.0000 0.9309 0.00 1.00 0.00
#> GATTTAGACACTCC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GCAATCGAGACGTT-1 3 0.3686 0.8400 0.00 0.14 0.86
#> GCACCTTGGGGAGT-1 3 0.0892 0.9163 0.00 0.02 0.98
#> GCACGGTGCTATGG-1 2 0.0000 0.9309 0.00 1.00 0.00
#> GCACTAGACCTTTA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GCCGACGAACTCTT-1 3 0.2959 0.8776 0.00 0.10 0.90
#> GCCTACACCACTGA-1 3 0.0000 0.9142 0.00 0.00 1.00
#> GCCTAGCTTCTCTA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GCGTAAACACGGTT-1 3 0.1529 0.9218 0.00 0.04 0.96
#> GCGTAATGCACCAA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GCGTATGATGAGAA-1 2 0.1529 0.9047 0.00 0.96 0.04
#> GCTCAAGAACCATG-1 3 0.0000 0.9142 0.00 0.00 1.00
#> GCTCAAGAAGTCAC-1 3 0.0892 0.9168 0.00 0.02 0.98
#> GGAACTTGAAGGTA-1 2 0.0000 0.9309 0.00 1.00 0.00
#> GGACCCGAAGCTAC-1 2 0.0892 0.9182 0.00 0.98 0.02
#> GGACCGTGGGAACG-1 3 0.1529 0.9218 0.00 0.04 0.96
#> GGAGCGCTACGCAT-1 2 0.5560 0.5669 0.00 0.70 0.30
#> GGATTTCTTTGTCT-1 2 0.0000 0.9309 0.00 1.00 0.00
#> GGCACGTGGCTTAG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GGCGCATGCCTAAG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GGGAACGAAGCTCA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GGGCACACGGTGAG-1 3 0.5216 0.6235 0.26 0.00 0.74
#> GGGCCAACCTTGGA-1 3 0.1529 0.9218 0.00 0.04 0.96
#> GGTCTAGATAGCGT-1 2 0.0000 0.9309 0.00 1.00 0.00
#> GTAACGTGACCTCC-1 2 0.0000 0.9309 0.00 1.00 0.00
#> GTACCCTGACAGTC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GTAGCTGAAGCTAC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GTCCACTGGGTACT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GTCCCATGTGGTGT-1 2 0.0000 0.9309 0.00 1.00 0.00
#> GTCGAATGAAGGCG-1 2 0.0000 0.9309 0.00 1.00 0.00
#> GTCTAACTGGTCTA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GTGGATTGCACTAG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GTTAACCTTGCTTT-1 3 0.1529 0.9218 0.00 0.04 0.96
#> GTTAGGTGCCAGTA-1 2 0.0000 0.9309 0.00 1.00 0.00
#> GTTAGGTGCCCAAA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GTTGAGTGGTCTTT-1 2 0.0000 0.9309 0.00 1.00 0.00
#> GTTGGATGTTTACC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> GTTGTACTATTCCT-1 2 0.0000 0.9309 0.00 1.00 0.00
#> TAACACCTTCGTAG-1 2 0.0000 0.9309 0.00 1.00 0.00
#> TAAGCGTGGACAAA-1 2 0.0000 0.9309 0.00 1.00 0.00
#> TAAGCGTGTGCTCC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TAAGGCTGTCTCGC-1 2 0.0000 0.9309 0.00 1.00 0.00
#> TAATGTGACTGCAA-1 3 0.4291 0.7867 0.00 0.18 0.82
#> TACATCACCTGTTT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TACATCACTGAACC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TACGAGTGATGCTG-1 3 0.0000 0.9142 0.00 0.00 1.00
#> TACGATCTCACTGA-1 3 0.2066 0.9041 0.00 0.06 0.94
#> TACGCCACTCCCAC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TAGCATCTGCTGTA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TAGCCGCTTTCCAT-1 3 0.5216 0.6726 0.00 0.26 0.74
#> TAGGTTCTTCTTAC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TATAAGACAGCTCA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TATAAGTGACACCA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TATAAGTGTGGTGT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TATAGATGTTCCGC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TATCGACTCGATAC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TATGAATGTTTGCT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TATGTCACTAACCG-1 3 0.2066 0.9130 0.00 0.06 0.94
#> TCAATCACAGTCGT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TCACCCGAGACGGA-1 2 0.0000 0.9309 0.00 1.00 0.00
#> TCACCGTGCTCGCT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TCACCTCTTCCAAG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TCAGGATGCCTTTA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TCATCAACTGTTCT-1 3 0.2066 0.9044 0.00 0.06 0.94
#> TCATTCGATACAGC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TCCCGAACTTCGCC-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TCGACCTGCCGATA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TCTAACACGAGCAG-1 3 0.1529 0.9218 0.00 0.04 0.96
#> TCTAAGCTTCTAGG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TCTACAACGACTAC-1 2 0.0000 0.9309 0.00 1.00 0.00
#> TCTAGTTGCACCAA-1 2 0.1529 0.9047 0.00 0.96 0.04
#> TCTTCAGAGCTACA-1 2 0.0000 0.9309 0.00 1.00 0.00
#> TGAACCGACTACTT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TGAACCGATTCGGA-1 1 0.6244 0.2141 0.56 0.00 0.44
#> TGACTTACAGTCTG-1 2 0.0000 0.9309 0.00 1.00 0.00
#> TGAGCTGAATGCTG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TGAGGTACGAACCT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TGATCGGACTGACA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TGATCGGATATGCG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TGCAATCTTCAGGT-1 3 0.1529 0.9218 0.00 0.04 0.96
#> TGCCCAACCGCATA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TGCGTAGATGGTCA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TGGAAAGAGGTCAT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TGGACCCTGGTACT-1 3 0.2959 0.8777 0.00 0.10 0.90
#> TGGCACCTTCAGTG-1 2 0.0000 0.9309 0.00 1.00 0.00
#> TGTAACCTTGCCTC-1 2 0.3340 0.8499 0.00 0.88 0.12
#> TGTACTTGCTCTAT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TGTAGGTGCTCTAT-1 3 0.1529 0.9218 0.00 0.04 0.96
#> TGTCAGGAGATGAA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TGTGAGACTGTCAG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TGTGAGTGAGTGCT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TGTTACACCGCATA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TTACTCGACGCAAT-1 3 0.1529 0.9218 0.00 0.04 0.96
#> TTAGCTACTGTCCC-1 3 0.0000 0.9142 0.00 0.00 1.00
#> TTAGGGTGTCCTGC-1 3 0.4291 0.7946 0.00 0.18 0.82
#> TTATCCGAGAAAGT-1 2 0.3686 0.8300 0.00 0.86 0.14
#> TTATGGCTTATGGC-1 3 0.1529 0.9218 0.00 0.04 0.96
#> TTATTCCTATGCTG-1 2 0.6126 0.2950 0.00 0.60 0.40
#> TTCAACACGGACGA-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TTCACAACCCGTTC-1 2 0.2537 0.8717 0.00 0.92 0.08
#> TTCCTAGACTAGTG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TTCGAGGATAGAAG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TTCGTATGTCCTTA-1 2 0.0000 0.9309 0.00 1.00 0.00
#> TTCTAGTGGTCACA-1 3 0.1529 0.9116 0.00 0.04 0.96
#> TTCTTACTCTGGAT-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TTGAATGAACTACG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TTGAGGACTACGCA-1 3 0.1529 0.9218 0.00 0.04 0.96
#> TTGCTAACACGCTA-1 1 0.3686 0.8414 0.86 0.00 0.14
#> TTGCTATGGTACGT-1 2 0.0000 0.9309 0.00 1.00 0.00
#> TTGCTATGGTAGGG-1 1 0.0000 0.9899 1.00 0.00 0.00
#> TTGGTACTACTGGT-1 3 0.1529 0.9116 0.00 0.04 0.96
#> TTTATCCTGTTGTG-1 3 0.5216 0.6744 0.00 0.26 0.74
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> AAACCGTGCTTCCG-1 4 0.3525 0.6682 0.00 0.04 0.10 0.86
#> AAAGCAGATATCGG-1 4 0.5570 0.2368 0.00 0.44 0.02 0.54
#> AAATCAACCCTATT-1 3 0.4994 0.0858 0.00 0.00 0.52 0.48
#> AAATCATGACCACA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> AAATGTTGTGGCAT-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> AAATTCGAGCTGAT-1 1 0.2011 0.9058 0.92 0.00 0.00 0.08
#> AACACGTGTACGAC-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> AACATTGATGGGAG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> AACCAGTGATACCG-1 1 0.0707 0.9318 0.98 0.00 0.00 0.02
#> AACCGCCTCTACGA-1 2 0.4134 0.6214 0.00 0.74 0.26 0.00
#> AACCTACTGTGAGG-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> AACCTTACTAACGC-1 1 0.2011 0.9043 0.92 0.00 0.00 0.08
#> AACCTTTGTACGCA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> AAGATGGAGAACTC-1 2 0.0707 0.8857 0.00 0.98 0.00 0.02
#> AAGATGGAGATAAG-1 3 0.6150 0.1426 0.00 0.06 0.58 0.36
#> AAGATTACAGATCC-1 4 0.7888 0.2987 0.00 0.32 0.30 0.38
#> AAGCCATGAACTGC-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> AAGCGACTCCTCAC-1 4 0.2921 0.6421 0.00 0.00 0.14 0.86
#> AAGCGACTTTGACG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> AAGTTCCTCATTCT-1 4 0.0000 0.6482 0.00 0.00 0.00 1.00
#> AATCTCACAGCCTA-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> AATGATACGGTCAT-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> AATTACGAATTCCT-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> AATTGATGTCGCAA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ACAAATTGATTCTC-1 1 0.4277 0.6944 0.72 0.00 0.00 0.28
#> ACAAGAGAAGTCGT-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> ACAGCAACCTCAAG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ACCAGTGAATACCG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ACCCAAGAATTCCT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ACCCACTGTCGTAG-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> ACCCTCGATAAGGA-1 2 0.5606 -0.0779 0.00 0.50 0.02 0.48
#> ACCTATTGTGCCCT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ACCTTTGACTCCCA-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> ACCTTTGAGGAACG-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> ACCTTTGAGGAAGC-1 3 0.4907 0.1533 0.00 0.00 0.58 0.42
#> ACGAACTGGCTATG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ACGACCCTATCTCT-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> ACGAGGGACAGGAG-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> ACGCCTTGCTCCCA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ACGGAACTGTCGTA-1 1 0.2011 0.9043 0.92 0.00 0.00 0.08
#> ACGTCCTGTGAACC-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> ACGTGATGCCATGA-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> ACGTGATGTAACCG-1 1 0.1637 0.9147 0.94 0.00 0.00 0.06
#> ACGTTGGATCAGGT-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> ACTGAGACCCATAG-1 1 0.2011 0.9046 0.92 0.00 0.00 0.08
#> ACTTAGCTGCGTAT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ACTTGGGATTGACG-1 4 0.7179 0.3477 0.00 0.38 0.14 0.48
#> ACTTTGTGGATAGA-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> AGACGTACTCGTGA-1 1 0.4948 0.4074 0.56 0.00 0.00 0.44
#> AGAGCGGAGGCAAG-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> AGAGTCTGGTCGTA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> AGATATTGGCCAAT-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> AGATTAACGTTCTT-1 1 0.0707 0.9318 0.98 0.00 0.00 0.02
#> AGCACTGATGCTTT-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> AGCATCGATAACCG-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> AGCCAATGGGGAGT-1 1 0.2011 0.9043 0.92 0.00 0.00 0.08
#> AGCCTCACTGTCAG-1 3 0.6453 0.3159 0.00 0.36 0.56 0.08
#> AGCGTAACTGAGAA-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> AGCTGAACCATACG-1 1 0.1211 0.9243 0.96 0.00 0.00 0.04
#> AGGAACCTCTTAGG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> AGGTCTGATTCTCA-1 4 0.0707 0.6395 0.02 0.00 0.00 0.98
#> AGTAGGCTTGCCTC-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> AGTATAACTTGTCT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> AGTCTACTTGCATG-1 1 0.5392 0.6002 0.68 0.00 0.04 0.28
#> AGTGACTGCAACTG-1 1 0.0707 0.9311 0.98 0.00 0.00 0.02
#> ATACCACTCTAAGC-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> ATACCGGAATGCTG-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> ATACTCTGCTTCGC-1 2 0.6554 0.0455 0.00 0.52 0.08 0.40
#> ATAGGAGAAACAGA-1 2 0.5793 0.3040 0.00 0.60 0.04 0.36
#> ATAGTTGACCCTCA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ATCAAATGGGTAAA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ATCCAGGACGCTAA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ATCCATACTTCATC-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ATCGACGAAACTGC-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> ATCGCAGAATCTCT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ATCGTTTGCCTACC-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> ATCTGGGAAACCAC-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> ATCTGGGAAGTGTC-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> ATCTGTTGCCTTCG-1 3 0.5256 0.4961 0.00 0.04 0.70 0.26
#> ATGACGTGATCGGT-1 1 0.1637 0.9143 0.94 0.00 0.00 0.06
#> ATGATATGTTGTCT-1 2 0.7699 -0.1213 0.00 0.40 0.38 0.22
#> ATGCACGATTGGTG-1 2 0.0707 0.8858 0.00 0.98 0.00 0.02
#> ATGCCGCTTGAACC-1 2 0.5271 0.3917 0.00 0.64 0.02 0.34
#> ATGCGATGCTATGG-1 4 0.7344 0.3254 0.00 0.16 0.38 0.46
#> ATGTAAACGGGATG-1 3 0.2011 0.7741 0.00 0.08 0.92 0.00
#> ATTACCTGGAGGAC-1 1 0.2011 0.9068 0.92 0.00 0.00 0.08
#> ATTCGACTTTTGTC-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ATTGCACTGAGAGC-1 1 0.3172 0.8408 0.84 0.00 0.00 0.16
#> ATTGCACTTGCTTT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ATTGTAGATTCCCG-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> ATTTAGGAACCATG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ATTTCTCTACTTTC-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> ATTTCTCTCACTTT-1 4 0.5000 -0.2791 0.50 0.00 0.00 0.50
#> CAACCAGAGTTCAG-1 2 0.3400 0.7320 0.00 0.82 0.18 0.00
#> CAACGATGCGCAAT-1 1 0.2830 0.8707 0.90 0.04 0.00 0.06
#> CAACGTGACTCCAC-1 2 0.5986 0.3430 0.00 0.62 0.06 0.32
#> CAAGAAGACGTCTC-1 3 0.2345 0.7525 0.00 0.10 0.90 0.00
#> CAAGCTGACCATAG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> CAATTCTGCTTGTT-1 4 0.6808 0.4618 0.00 0.12 0.32 0.56
#> CAATTCTGGCGTAT-1 1 0.1637 0.9145 0.94 0.00 0.00 0.06
#> CACAGCCTTGCCAA-1 1 0.1211 0.9243 0.96 0.00 0.00 0.04
#> CACTGCTGAGACTC-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> CAGACCCTAAGGTA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> CAGCACCTGTAGGG-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> CAGCTCTGTCGTAG-1 2 0.0707 0.8857 0.00 0.98 0.00 0.02
#> CAGGCCGAATCTCT-1 4 0.3037 0.6427 0.02 0.00 0.10 0.88
#> CAGTTGGAAAGAGT-1 4 0.6686 0.5692 0.00 0.20 0.18 0.62
#> CATACTTGGGTTAC-1 1 0.5902 0.6345 0.70 0.00 0.14 0.16
#> CATCAGGATCCTAT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> CATCAGGATGCACA-1 4 0.2921 0.5611 0.14 0.00 0.00 0.86
#> CATCATACCGCATA-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> CATCTCCTCGAACT-1 4 0.3606 0.6231 0.02 0.14 0.00 0.84
#> CATGCGCTAGTCAC-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> CATGCGCTTTGCAG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> CATTGTACTTTGCT-1 4 0.5000 -0.2205 0.50 0.00 0.00 0.50
#> CCAAAGTGCTACGA-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> CCACCATGGACGAG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> CCACTTCTCGGGAA-1 4 0.6320 0.5946 0.00 0.18 0.16 0.66
#> CCAGCACTGCGATT-1 1 0.4790 0.4950 0.62 0.00 0.00 0.38
#> CCATCGTGCTAGAC-1 1 0.4522 0.6388 0.68 0.00 0.00 0.32
#> CCCAACACTTTGTC-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> CCCAGACTGCCTTC-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> CCCAGACTTTCGCC-1 1 0.1637 0.9084 0.94 0.00 0.00 0.06
#> CCCAGTTGCAGTTG-1 4 0.7346 0.4573 0.00 0.20 0.28 0.52
#> CCCTTACTAACCAC-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> CCGAAAACCTTGTT-1 1 0.5106 0.6641 0.72 0.04 0.00 0.24
#> CCGACTACCCAGTA-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> CCGATAGAGTTGGT-1 4 0.1211 0.6597 0.00 0.00 0.04 0.96
#> CCGCTATGTGCAAC-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> CCGTACACGTTGGT-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> CCTATAACTGCATG-1 1 0.2011 0.9043 0.92 0.00 0.00 0.08
#> CCTCGAACCCGTAA-1 1 0.3172 0.8410 0.84 0.00 0.00 0.16
#> CCTTAATGTTCTAC-1 1 0.3801 0.7650 0.78 0.00 0.00 0.22
#> CGAGGCACTATGCG-1 2 0.3610 0.7036 0.00 0.80 0.20 0.00
#> CGAGTATGTCACCC-1 1 0.1211 0.9243 0.96 0.00 0.00 0.04
#> CGATACGAACAGTC-1 3 0.4994 0.0668 0.00 0.48 0.52 0.00
#> CGATCAGATGTGAC-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> CGCAGGACTTGTCT-1 1 0.2706 0.8567 0.90 0.08 0.00 0.02
#> CGCAGGTGCCATAG-1 1 0.4948 0.4000 0.56 0.00 0.00 0.44
#> CGCCTAACGAATGA-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> CGCTACTGAACAGA-1 2 0.5860 0.3066 0.00 0.58 0.38 0.04
#> CGGCACGACTACGA-1 1 0.1211 0.9243 0.96 0.00 0.00 0.04
#> CGGCGAACCAGTCA-1 4 0.2011 0.6590 0.00 0.00 0.08 0.92
#> CGTAGCCTGTATGC-1 1 0.2345 0.8837 0.90 0.00 0.00 0.10
#> CGTGCACTTATGGC-1 2 0.7699 -0.1332 0.00 0.40 0.38 0.22
#> CGTTAGGATCATTC-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> CTAACACTAGTGCT-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> CTACGCACACCTAG-1 1 0.5000 0.2486 0.50 0.00 0.00 0.50
#> CTACGGCTTTCTTG-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> CTAGAGACTTTGGG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> CTAGGTGATGGTTG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> CTATTGACACTGGT-1 4 0.1211 0.6563 0.00 0.00 0.04 0.96
#> CTATTGACGGTGAG-1 4 0.4948 0.1955 0.00 0.00 0.44 0.56
#> CTCAGGCTCGTTGA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> CTCATTGATGCTTT-1 4 0.0707 0.6558 0.00 0.00 0.02 0.98
#> CTCCACGAGAGATA-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> CTCCGAACAAGTGA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> CTGAAGTGAAGCCT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> CTGATTTGGTGTTG-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> CTGCAGCTGGATTC-1 2 0.2335 0.8334 0.02 0.92 0.00 0.06
#> CTGTATACGTACGT-1 2 0.4949 0.6684 0.00 0.76 0.18 0.06
#> CTGTGAGACAACCA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> CTTCACCTACCTGA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GAAACCTGGACTAC-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GAAAGATGCTGATG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GAAAGTGAAAGTGA-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> GAACACACGTGCAT-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> GAACAGCTAACTGC-1 2 0.5915 0.2068 0.40 0.56 0.00 0.04
#> GAACAGCTCTCAGA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GAACTGTGACCTGA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GAAGCGGACCTATT-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> GAAGCTACGAATGA-1 2 0.0707 0.8861 0.00 0.98 0.00 0.02
#> GAAGGTCTTAAAGG-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> GAAGTAGATCCAAG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GAAGTGCTCCGCTT-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> GACAGTACGAGCTT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GACAGTACTTCGGA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GACATTCTCCACCT-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> GACCTCACGTACGT-1 4 0.5883 0.5157 0.00 0.06 0.30 0.64
#> GACGGCACGAGATA-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> GAGATAGAAAAAGC-1 2 0.0707 0.8846 0.00 0.98 0.02 0.00
#> GAGATCACGACAAA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GAGCATACTTTGCT-1 3 0.4406 0.4999 0.00 0.00 0.70 0.30
#> GAGGTACTTAGCGT-1 4 0.4406 0.5528 0.00 0.30 0.00 0.70
#> GAGGTTACTCGTTT-1 3 0.6686 0.3782 0.00 0.20 0.62 0.18
#> GAGTTGTGTATGCG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GATAGCACGAAGGC-1 4 0.7198 0.4883 0.00 0.28 0.18 0.54
#> GATATTGACGAGTT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GATCTTACACCCAA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GATTCGGACAGGAG-1 2 0.4797 0.5664 0.00 0.72 0.02 0.26
#> GATTCGGAGAAGGC-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GATTCTTGATTCGG-1 2 0.2011 0.8378 0.00 0.92 0.08 0.00
#> GATTTAGACACTCC-1 1 0.2345 0.8882 0.90 0.00 0.00 0.10
#> GCAATCGAGACGTT-1 4 0.2335 0.6681 0.00 0.02 0.06 0.92
#> GCACCTTGGGGAGT-1 4 0.3821 0.6641 0.00 0.04 0.12 0.84
#> GCACGGTGCTATGG-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> GCACTAGACCTTTA-1 1 0.4907 0.4432 0.58 0.00 0.00 0.42
#> GCCGACGAACTCTT-1 4 0.7394 0.4708 0.00 0.24 0.24 0.52
#> GCCTACACCACTGA-1 4 0.0707 0.6504 0.00 0.00 0.02 0.98
#> GCCTAGCTTCTCTA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GCGTAAACACGGTT-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> GCGTAATGCACCAA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GCGTATGATGAGAA-1 2 0.1637 0.8537 0.00 0.94 0.00 0.06
#> GCTCAAGAACCATG-1 3 0.5000 0.0409 0.00 0.00 0.50 0.50
#> GCTCAAGAAGTCAC-1 4 0.6656 0.5624 0.00 0.16 0.22 0.62
#> GGAACTTGAAGGTA-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> GGACCCGAAGCTAC-1 2 0.2011 0.8326 0.00 0.92 0.00 0.08
#> GGACCGTGGGAACG-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> GGAGCGCTACGCAT-1 3 0.5915 0.2800 0.00 0.40 0.56 0.04
#> GGATTTCTTTGTCT-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> GGCACGTGGCTTAG-1 1 0.2345 0.8910 0.90 0.00 0.00 0.10
#> GGCGCATGCCTAAG-1 1 0.0707 0.9319 0.98 0.00 0.00 0.02
#> GGGAACGAAGCTCA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GGGCACACGGTGAG-1 4 0.6110 0.3488 0.10 0.00 0.24 0.66
#> GGGCCAACCTTGGA-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> GGTCTAGATAGCGT-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> GTAACGTGACCTCC-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> GTACCCTGACAGTC-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GTAGCTGAAGCTAC-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GTCCACTGGGTACT-1 1 0.1637 0.9159 0.94 0.00 0.00 0.06
#> GTCCCATGTGGTGT-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> GTCGAATGAAGGCG-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> GTCTAACTGGTCTA-1 1 0.4994 0.2918 0.52 0.00 0.00 0.48
#> GTGGATTGCACTAG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GTTAACCTTGCTTT-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> GTTAGGTGCCAGTA-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> GTTAGGTGCCCAAA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> GTTGAGTGGTCTTT-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> GTTGGATGTTTACC-1 1 0.2011 0.9043 0.92 0.00 0.00 0.08
#> GTTGTACTATTCCT-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> TAACACCTTCGTAG-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> TAAGCGTGGACAAA-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> TAAGCGTGTGCTCC-1 1 0.0707 0.9287 0.98 0.00 0.00 0.02
#> TAAGGCTGTCTCGC-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> TAATGTGACTGCAA-1 4 0.7004 0.5341 0.00 0.22 0.20 0.58
#> TACATCACCTGTTT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TACATCACTGAACC-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TACGAGTGATGCTG-1 4 0.3335 0.6575 0.00 0.02 0.12 0.86
#> TACGATCTCACTGA-1 4 0.5256 0.5684 0.00 0.04 0.26 0.70
#> TACGCCACTCCCAC-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TAGCATCTGCTGTA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TAGCCGCTTTCCAT-1 4 0.4227 0.6653 0.00 0.12 0.06 0.82
#> TAGGTTCTTCTTAC-1 1 0.1211 0.9243 0.96 0.00 0.00 0.04
#> TATAAGACAGCTCA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TATAAGTGACACCA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TATAAGTGTGGTGT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TATAGATGTTCCGC-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TATCGACTCGATAC-1 1 0.2011 0.9043 0.92 0.00 0.00 0.08
#> TATGAATGTTTGCT-1 1 0.0707 0.9319 0.98 0.00 0.00 0.02
#> TATGTCACTAACCG-1 3 0.2830 0.7787 0.00 0.04 0.90 0.06
#> TCAATCACAGTCGT-1 1 0.0707 0.9319 0.98 0.00 0.00 0.02
#> TCACCCGAGACGGA-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> TCACCGTGCTCGCT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TCACCTCTTCCAAG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TCAGGATGCCTTTA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TCATCAACTGTTCT-1 4 0.4610 0.6634 0.00 0.10 0.10 0.80
#> TCATTCGATACAGC-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TCCCGAACTTCGCC-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TCGACCTGCCGATA-1 1 0.4134 0.7267 0.74 0.00 0.00 0.26
#> TCTAACACGAGCAG-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> TCTAAGCTTCTAGG-1 1 0.1637 0.9164 0.94 0.00 0.00 0.06
#> TCTACAACGACTAC-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> TCTAGTTGCACCAA-1 2 0.4134 0.5955 0.00 0.74 0.00 0.26
#> TCTTCAGAGCTACA-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> TGAACCGACTACTT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TGAACCGATTCGGA-1 4 0.0000 0.6482 0.00 0.00 0.00 1.00
#> TGACTTACAGTCTG-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> TGAGCTGAATGCTG-1 1 0.1637 0.9155 0.94 0.00 0.00 0.06
#> TGAGGTACGAACCT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TGATCGGACTGACA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TGATCGGATATGCG-1 1 0.2011 0.9043 0.92 0.00 0.00 0.08
#> TGCAATCTTCAGGT-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> TGCCCAACCGCATA-1 1 0.2345 0.8907 0.90 0.00 0.00 0.10
#> TGCGTAGATGGTCA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TGGAAAGAGGTCAT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TGGACCCTGGTACT-1 4 0.2411 0.6735 0.00 0.04 0.04 0.92
#> TGGCACCTTCAGTG-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> TGTAACCTTGCCTC-1 2 0.5987 0.0111 0.00 0.52 0.04 0.44
#> TGTACTTGCTCTAT-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TGTAGGTGCTCTAT-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> TGTCAGGAGATGAA-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TGTGAGACTGTCAG-1 1 0.4790 0.5273 0.62 0.00 0.00 0.38
#> TGTGAGTGAGTGCT-1 4 0.4855 0.0804 0.40 0.00 0.00 0.60
#> TGTTACACCGCATA-1 1 0.4948 0.4043 0.56 0.00 0.00 0.44
#> TTACTCGACGCAAT-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> TTAGCTACTGTCCC-1 4 0.4277 0.5424 0.00 0.00 0.28 0.72
#> TTAGGGTGTCCTGC-1 4 0.3247 0.6747 0.00 0.06 0.06 0.88
#> TTATCCGAGAAAGT-1 4 0.4624 0.4704 0.00 0.34 0.00 0.66
#> TTATGGCTTATGGC-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> TTATTCCTATGCTG-1 2 0.6840 0.3593 0.00 0.60 0.18 0.22
#> TTCAACACGGACGA-1 1 0.1637 0.9147 0.94 0.00 0.00 0.06
#> TTCACAACCCGTTC-1 2 0.1411 0.8745 0.00 0.96 0.02 0.02
#> TTCCTAGACTAGTG-1 1 0.1211 0.9243 0.96 0.00 0.00 0.04
#> TTCGAGGATAGAAG-1 1 0.4406 0.6640 0.70 0.00 0.00 0.30
#> TTCGTATGTCCTTA-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> TTCTAGTGGTCACA-1 4 0.5793 0.4159 0.00 0.04 0.36 0.60
#> TTCTTACTCTGGAT-1 1 0.2011 0.9046 0.92 0.00 0.00 0.08
#> TTGAATGAACTACG-1 1 0.2921 0.8585 0.86 0.00 0.00 0.14
#> TTGAGGACTACGCA-1 3 0.0000 0.8494 0.00 0.00 1.00 0.00
#> TTGCTAACACGCTA-1 4 0.1637 0.6239 0.06 0.00 0.00 0.94
#> TTGCTATGGTACGT-1 2 0.0000 0.9002 0.00 1.00 0.00 0.00
#> TTGCTATGGTAGGG-1 1 0.0000 0.9389 1.00 0.00 0.00 0.00
#> TTGGTACTACTGGT-1 4 0.4553 0.6348 0.00 0.04 0.18 0.78
#> TTTATCCTGTTGTG-1 4 0.6976 0.5195 0.00 0.18 0.24 0.58
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample Seurat_class(p-value) k
#> ATC:skmeans 300 2.05e-56 2
#> ATC:skmeans 293 1.62e-64 3
#> ATC:skmeans 261 4.11e-86 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node0. Child nodes: Node021 , Node022 , Node031-leaf , Node032-leaf , Node041-leaf , Node042-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["03"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 3477 rows and 365 columns.
#> Top rows (348) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 3.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.973 0.989 0.495 0.506 0.506
#> 3 3 0.958 0.934 0.966 0.197 0.882 0.772
#> 4 4 0.687 0.696 0.851 0.159 0.861 0.675
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 3
#> attr(,"optional")
#> [1] 2
There is also optional best \(k\) = 2 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> AAACCGTGTATGCG-1 2 0.000 9.89e-01 0.00 1.00
#> AAACGCTGTAGCCA-1 1 0.000 9.88e-01 1.00 0.00
#> AAATGTTGCCACAA-1 1 0.000 9.88e-01 1.00 0.00
#> AAATTCGATTCTCA-1 1 0.000 9.88e-01 1.00 0.00
#> AACCTTACGCGAGA-1 2 0.000 9.89e-01 0.00 1.00
#> AACGCCCTCGTACA-1 2 0.000 9.89e-01 0.00 1.00
#> AACGCCCTGGCATT-1 1 0.000 9.88e-01 1.00 0.00
#> AACGTCGAGTATCG-1 2 0.000 9.89e-01 0.00 1.00
#> AACTCGGAAAGTGA-1 1 0.000 9.88e-01 1.00 0.00
#> AAGATTACCTCAAG-1 2 0.000 9.89e-01 0.00 1.00
#> AAGCAAGAGCTTAG-1 1 0.971 3.35e-01 0.60 0.40
#> AAGCAAGAGGTGTT-1 2 0.000 9.89e-01 0.00 1.00
#> AAGGCTTGCGAACT-1 1 0.000 9.88e-01 1.00 0.00
#> AAGTAGGATACAGC-1 2 0.000 9.89e-01 0.00 1.00
#> AAGTCTCTCGGAGA-1 1 0.000 9.88e-01 1.00 0.00
#> AATACTGAAAGGGC-1 1 0.000 9.88e-01 1.00 0.00
#> AATACTGAATTGGC-1 2 0.000 9.89e-01 0.00 1.00
#> AATAGGGAGAATGA-1 1 0.000 9.88e-01 1.00 0.00
#> AATCCTTGGTGAGG-1 2 0.000 9.89e-01 0.00 1.00
#> AATCGGTGGAACTC-1 1 0.000 9.88e-01 1.00 0.00
#> AATCTCTGCTTTAC-1 2 0.242 9.51e-01 0.04 0.96
#> AATGATACACCAAC-1 1 0.000 9.88e-01 1.00 0.00
#> AATGGCTGTAAAGG-1 1 0.000 9.88e-01 1.00 0.00
#> AATGGCTGTACTCT-1 1 0.000 9.88e-01 1.00 0.00
#> ACAAATTGTTGCGA-1 2 0.000 9.89e-01 0.00 1.00
#> ACAACCGAGGGATG-1 1 0.242 9.50e-01 0.96 0.04
#> ACAATTGACTGACA-1 1 0.000 9.88e-01 1.00 0.00
#> ACAATTGATGACTG-1 2 0.000 9.89e-01 0.00 1.00
#> ACACAGACCATACG-1 1 0.000 9.88e-01 1.00 0.00
#> ACACCCTGGTGTTG-1 2 0.000 9.89e-01 0.00 1.00
#> ACACGATGACGCAT-1 1 0.000 9.88e-01 1.00 0.00
#> ACAGACACGGCATT-1 1 0.000 9.88e-01 1.00 0.00
#> ACAGGTACTGGTGT-1 2 0.000 9.89e-01 0.00 1.00
#> ACAGTCGACCGATA-1 1 0.000 9.88e-01 1.00 0.00
#> ACCACGCTACCCAA-1 1 0.000 9.88e-01 1.00 0.00
#> ACCATTACGAGATA-1 1 0.000 9.88e-01 1.00 0.00
#> ACCCAAGAACTGTG-1 1 0.000 9.88e-01 1.00 0.00
#> ACCCACTGGTTCAG-1 2 0.000 9.89e-01 0.00 1.00
#> ACCCTCGACCTATT-1 1 0.000 9.88e-01 1.00 0.00
#> ACCTGGCTAAGTAG-1 2 0.000 9.89e-01 0.00 1.00
#> ACGAACACCTTGTT-1 2 0.000 9.89e-01 0.00 1.00
#> ACGATCGAGGACTT-1 1 0.000 9.88e-01 1.00 0.00
#> ACGATTCTACGGGA-1 1 0.000 9.88e-01 1.00 0.00
#> ACGCAATGGTTCAG-1 2 0.000 9.89e-01 0.00 1.00
#> ACGCGGTGTTTGCT-1 1 0.000 9.88e-01 1.00 0.00
#> ACGCTGCTGTTCTT-1 2 0.000 9.89e-01 0.00 1.00
#> ACGGAACTCAGATC-1 2 0.000 9.89e-01 0.00 1.00
#> ACGGTAACCGCTAA-1 1 0.000 9.88e-01 1.00 0.00
#> ACGGTAACCTTCGC-1 1 0.000 9.88e-01 1.00 0.00
#> ACGTCGCTCCTGAA-1 2 0.000 9.89e-01 0.00 1.00
#> ACGTGATGTGACAC-1 2 0.000 9.89e-01 0.00 1.00
#> ACGTGCCTTCTATC-1 1 0.000 9.88e-01 1.00 0.00
#> ACGTTGGAAACCTG-1 1 0.000 9.88e-01 1.00 0.00
#> ACGTTGGAGCCAAT-1 2 0.000 9.89e-01 0.00 1.00
#> ACTATCACCTTGGA-1 1 0.000 9.88e-01 1.00 0.00
#> ACTGAGACAACCAC-1 1 0.000 9.88e-01 1.00 0.00
#> ACTGCCACACACGT-1 1 0.000 9.88e-01 1.00 0.00
#> ACTGCCACTCCGTC-1 2 0.000 9.89e-01 0.00 1.00
#> ACTGGCCTTCAGTG-1 2 0.000 9.89e-01 0.00 1.00
#> ACTGTGGACGTGTA-1 1 0.000 9.88e-01 1.00 0.00
#> ACTTCAACAAGCAA-1 1 0.000 9.88e-01 1.00 0.00
#> ACTTCAACGTAGGG-1 2 0.000 9.89e-01 0.00 1.00
#> AGAACAGAAATGCC-1 2 0.000 9.89e-01 0.00 1.00
#> AGAATGGAAGAAGT-1 1 0.000 9.88e-01 1.00 0.00
#> AGATATACCCGTAA-1 2 0.000 9.89e-01 0.00 1.00
#> AGATTCCTGTTCAG-1 2 0.000 9.89e-01 0.00 1.00
#> AGCATGACGATGAA-1 1 0.000 9.88e-01 1.00 0.00
#> AGCCACCTGGATCT-1 1 0.000 9.88e-01 1.00 0.00
#> AGCCTCTGCCAATG-1 2 0.000 9.89e-01 0.00 1.00
#> AGCGATTGAGATCC-1 2 0.000 9.89e-01 0.00 1.00
#> AGGAACCTTGCCTC-1 1 0.000 9.88e-01 1.00 0.00
#> AGGATAGAGGATTC-1 1 0.000 9.88e-01 1.00 0.00
#> AGGATGCTTTAGGC-1 2 0.000 9.89e-01 0.00 1.00
#> AGGGACGAGTCAAC-1 2 0.000 9.89e-01 0.00 1.00
#> AGGGACGATGCATG-1 1 0.000 9.88e-01 1.00 0.00
#> AGGGCGCTATGGTC-1 1 0.000 9.88e-01 1.00 0.00
#> AGGGTGGAGTTGCA-1 1 0.000 9.88e-01 1.00 0.00
#> AGTAATACATCACG-1 1 0.000 9.88e-01 1.00 0.00
#> AGTACTCTCAACCA-1 1 0.000 9.88e-01 1.00 0.00
#> AGTCACGATGAGCT-1 1 0.000 9.88e-01 1.00 0.00
#> AGTCAGACTAGAGA-1 1 0.000 9.88e-01 1.00 0.00
#> AGTCTTACTTCGGA-1 2 0.000 9.89e-01 0.00 1.00
#> AGTTCTTGAAGCCT-1 1 0.000 9.88e-01 1.00 0.00
#> AGTTTCACGGTCTA-1 1 0.469 8.85e-01 0.90 0.10
#> AGTTTGCTACTGGT-1 1 0.000 9.88e-01 1.00 0.00
#> ATACCACTGCCAAT-1 1 0.000 9.88e-01 1.00 0.00
#> ATACTCTGGTATGC-1 2 0.000 9.89e-01 0.00 1.00
#> ATCAACCTTCTCTA-1 1 0.000 9.88e-01 1.00 0.00
#> ATCATCTGACACCA-1 2 0.000 9.89e-01 0.00 1.00
#> ATCATGCTAGAGTA-1 1 0.000 9.88e-01 1.00 0.00
#> ATCCCGTGCAGTCA-1 2 0.000 9.89e-01 0.00 1.00
#> ATCCTAACGCTACA-1 1 0.000 9.88e-01 1.00 0.00
#> ATCGAGTGGACGTT-1 1 0.000 9.88e-01 1.00 0.00
#> ATCGCCACTGAGGG-1 1 0.000 9.88e-01 1.00 0.00
#> ATCTTTCTTGTCCC-1 2 0.000 9.89e-01 0.00 1.00
#> ATGAAGGAACAGCT-1 1 0.000 9.88e-01 1.00 0.00
#> ATGAAGGACTTGCC-1 2 0.000 9.89e-01 0.00 1.00
#> ATGATAACTTCACT-1 2 0.000 9.89e-01 0.00 1.00
#> ATGATATGGTGCTA-1 2 0.000 9.89e-01 0.00 1.00
#> ATGGACACGCATCA-1 2 0.000 9.89e-01 0.00 1.00
#> ATGGGTACATCGGT-1 2 0.000 9.89e-01 0.00 1.00
#> ATGTACCTTTCACT-1 1 0.000 9.88e-01 1.00 0.00
#> ATTAACGATGAGAA-1 2 0.141 9.71e-01 0.02 0.98
#> ATTAACGATGCAAC-1 1 0.000 9.88e-01 1.00 0.00
#> ATTCAGCTCATTGG-1 2 0.000 9.89e-01 0.00 1.00
#> ATTCCAACTTAGGC-1 2 0.795 6.85e-01 0.24 0.76
#> ATTCGACTCACTAG-1 1 0.000 9.88e-01 1.00 0.00
#> ATTTCGTGTATGGC-1 1 0.000 9.88e-01 1.00 0.00
#> CAAAGCACGGTAAA-1 2 0.000 9.89e-01 0.00 1.00
#> CAACGTGAGCCATA-1 1 0.000 9.88e-01 1.00 0.00
#> CAAGAAGACCACAA-1 1 0.000 9.88e-01 1.00 0.00
#> CAAGCTGATCTATC-1 1 0.242 9.50e-01 0.96 0.04
#> CAAGGACTTCTTTG-1 1 0.000 9.88e-01 1.00 0.00
#> CAAGGTTGTCTGGA-1 2 0.000 9.89e-01 0.00 1.00
#> CAATATGACCTTCG-1 1 0.000 9.88e-01 1.00 0.00
#> CAATCTACTGACTG-1 2 0.000 9.89e-01 0.00 1.00
#> CAATTCACCCAACA-1 1 0.000 9.88e-01 1.00 0.00
#> CACATACTACAGCT-1 1 0.000 9.88e-01 1.00 0.00
#> CACCACTGGCGAAG-1 1 0.000 9.88e-01 1.00 0.00
#> CACCCATGTTCTGT-1 1 0.000 9.88e-01 1.00 0.00
#> CACCGGGACGAGAG-1 1 0.000 9.88e-01 1.00 0.00
#> CACCGGGACTTCTA-1 2 0.634 8.07e-01 0.16 0.84
#> CACCGGGACTTGCC-1 1 0.000 9.88e-01 1.00 0.00
#> CACCGGGATTCGGA-1 1 0.000 9.88e-01 1.00 0.00
#> CACCTGACACCCAA-1 1 0.000 9.88e-01 1.00 0.00
#> CACCTGACCTCAAG-1 1 0.000 9.88e-01 1.00 0.00
#> CACGGGTGCTTCGC-1 1 0.000 9.88e-01 1.00 0.00
#> CACGGGTGGAGGAC-1 1 0.827 6.48e-01 0.74 0.26
#> CACTATACGTTTGG-1 1 0.000 9.88e-01 1.00 0.00
#> CACTTTGACTCTAT-1 1 0.000 9.88e-01 1.00 0.00
#> CAGATGACATTCTC-1 2 0.000 9.89e-01 0.00 1.00
#> CAGCAATGGAGGGT-1 2 0.000 9.89e-01 0.00 1.00
#> CAGCGGACCTTTAC-1 2 0.000 9.89e-01 0.00 1.00
#> CAGCTCTGCAAGCT-1 1 0.000 9.88e-01 1.00 0.00
#> CAGCTCTGTGTGGT-1 2 0.000 9.89e-01 0.00 1.00
#> CAGTGATGGCTAAC-1 2 0.943 4.38e-01 0.36 0.64
#> CAGTTTACACACGT-1 2 0.855 6.11e-01 0.28 0.72
#> CATCAGGACTTCCG-1 2 0.000 9.89e-01 0.00 1.00
#> CATCAGGATAGCCA-1 2 0.000 9.89e-01 0.00 1.00
#> CATGAGACGTTGAC-1 2 0.000 9.89e-01 0.00 1.00
#> CATGTACTATCGTG-1 1 0.000 9.88e-01 1.00 0.00
#> CATGTTACAGTCGT-1 1 0.000 9.88e-01 1.00 0.00
#> CATTACACCAACTG-1 2 0.000 9.89e-01 0.00 1.00
#> CATTTCGACTCTAT-1 1 0.000 9.88e-01 1.00 0.00
#> CATTTCGAGATACC-1 2 0.000 9.89e-01 0.00 1.00
#> CATTTGACCACACA-1 1 0.000 9.88e-01 1.00 0.00
#> CATTTGACCCTGAA-1 1 0.000 9.88e-01 1.00 0.00
#> CCAACCTGAAGTAG-1 1 0.000 9.88e-01 1.00 0.00
#> CCAAGAACTACTGG-1 1 0.000 9.88e-01 1.00 0.00
#> CCACCATGTCCTGC-1 1 0.000 9.88e-01 1.00 0.00
#> CCGTACACGTCATG-1 1 0.000 9.88e-01 1.00 0.00
#> CCTAAGGAGGGCAA-1 1 0.000 9.88e-01 1.00 0.00
#> CCTCGAACACTTTC-1 2 0.000 9.89e-01 0.00 1.00
#> CGAAGGGAAACCTG-1 1 0.000 9.88e-01 1.00 0.00
#> CGACCACTAAAGTG-1 2 0.000 9.89e-01 0.00 1.00
#> CGACCACTGCCAAT-1 2 0.000 9.89e-01 0.00 1.00
#> CGAGAACTAAGGCG-1 1 0.000 9.88e-01 1.00 0.00
#> CGAGATTGGACACT-1 1 0.000 9.88e-01 1.00 0.00
#> CGAGATTGGCCATA-1 1 0.000 9.88e-01 1.00 0.00
#> CGAGGCACCTATGG-1 1 0.000 9.88e-01 1.00 0.00
#> CGAGGCTGACGCTA-1 2 0.000 9.89e-01 0.00 1.00
#> CGATACGACAGGAG-1 1 0.680 7.80e-01 0.82 0.18
#> CGATCAGAAGAACA-1 1 0.000 9.88e-01 1.00 0.00
#> CGATCCACCGGGAA-1 1 0.000 9.88e-01 1.00 0.00
#> CGCCGAGAGCTTAG-1 2 0.000 9.89e-01 0.00 1.00
#> CGCTACTGTTCCCG-1 1 0.000 9.88e-01 1.00 0.00
#> CGGACCGATGCGTA-1 1 0.000 9.88e-01 1.00 0.00
#> CGGACTCTCCTCGT-1 2 0.000 9.89e-01 0.00 1.00
#> CGGCCAGAGAGGCA-1 1 0.000 9.88e-01 1.00 0.00
#> CGGCGAACGACAAA-1 2 0.000 9.89e-01 0.00 1.00
#> CGGCGAACTACTTC-1 2 0.000 9.89e-01 0.00 1.00
#> CGGGACTGGAATAG-1 1 0.000 9.88e-01 1.00 0.00
#> CGGGCATGACCCAA-1 1 0.000 9.88e-01 1.00 0.00
#> CGGGCATGTCTCTA-1 1 0.000 9.88e-01 1.00 0.00
#> CGTACCTGGCATCA-1 2 0.000 9.89e-01 0.00 1.00
#> CGTCAAGACAGGAG-1 1 0.000 9.88e-01 1.00 0.00
#> CGTGTAGACGATAC-1 1 0.141 9.70e-01 0.98 0.02
#> CGTGTAGAGTTACG-1 2 0.000 9.89e-01 0.00 1.00
#> CGTGTAGATTCGGA-1 2 0.000 9.89e-01 0.00 1.00
#> CGTTATACCCTGAA-1 1 0.000 9.88e-01 1.00 0.00
#> CTAAACCTCTGACA-1 2 0.000 9.89e-01 0.00 1.00
#> CTAACGGAACCGAT-1 2 0.000 9.89e-01 0.00 1.00
#> CTACAACTCCCGTT-1 1 0.000 9.88e-01 1.00 0.00
#> CTACGCACTGGTCA-1 2 0.000 9.89e-01 0.00 1.00
#> CTACTCCTATGTCG-1 2 0.000 9.89e-01 0.00 1.00
#> CTAGAGACAGCATC-1 1 0.000 9.88e-01 1.00 0.00
#> CTAGTTACGAAACA-1 2 0.000 9.89e-01 0.00 1.00
#> CTATACTGCTACGA-1 2 0.000 9.89e-01 0.00 1.00
#> CTATACTGTCTCAT-1 2 0.000 9.89e-01 0.00 1.00
#> CTCGACTGGTTGAC-1 2 0.000 9.89e-01 0.00 1.00
#> CTCGAGCTCTGGAT-1 2 0.000 9.89e-01 0.00 1.00
#> CTGACAGAATCGTG-1 1 0.000 9.88e-01 1.00 0.00
#> CTGAGAACGTAAAG-1 2 0.000 9.89e-01 0.00 1.00
#> CTGCCAACTGCTCC-1 1 0.000 9.88e-01 1.00 0.00
#> CTGCGACTCCACCT-1 1 0.000 9.88e-01 1.00 0.00
#> CTGGAAACAAACGA-1 1 0.000 9.88e-01 1.00 0.00
#> CTGGATGACTGGAT-1 1 0.000 9.88e-01 1.00 0.00
#> CTGTGAGACCTTGC-1 1 0.000 9.88e-01 1.00 0.00
#> CTTGATTGAGGTTC-1 1 0.141 9.70e-01 0.98 0.02
#> CTTTAGTGACGGGA-1 2 0.000 9.89e-01 0.00 1.00
#> GAAATACTTCCTCG-1 1 0.000 9.88e-01 1.00 0.00
#> GAACCAACTTCCGC-1 2 0.000 9.89e-01 0.00 1.00
#> GAAGCTACGGTTTG-1 1 0.000 9.88e-01 1.00 0.00
#> GAAGGTCTGAAAGT-1 1 0.000 9.88e-01 1.00 0.00
#> GAAGTAGACTCCCA-1 1 0.000 9.88e-01 1.00 0.00
#> GAAGTGCTAAACGA-1 2 0.000 9.89e-01 0.00 1.00
#> GAATGCACCTTCGC-1 2 0.000 9.89e-01 0.00 1.00
#> GAATTAACGTCGTA-1 2 0.000 9.89e-01 0.00 1.00
#> GACGCTCTCTCTCG-1 2 0.000 9.89e-01 0.00 1.00
#> GACGGCACACGGGA-1 2 0.000 9.89e-01 0.00 1.00
#> GAGATGCTCTGGAT-1 1 0.000 9.88e-01 1.00 0.00
#> GAGCAGGATTCCCG-1 1 0.000 9.88e-01 1.00 0.00
#> GAGCGCTGAAGATG-1 2 0.000 9.89e-01 0.00 1.00
#> GAGGCAGACTTGCC-1 1 0.000 9.88e-01 1.00 0.00
#> GAGGTACTGACACT-1 2 0.242 9.51e-01 0.04 0.96
#> GAGGTGGATCCTCG-1 2 0.000 9.89e-01 0.00 1.00
#> GAGTGACTCAGCTA-1 1 0.000 9.88e-01 1.00 0.00
#> GAGTGACTCGGTAT-1 1 0.000 9.88e-01 1.00 0.00
#> GAGTTGTGCTGAGT-1 1 0.000 9.88e-01 1.00 0.00
#> GAGTTGTGGTAGCT-1 2 0.000 9.89e-01 0.00 1.00
#> GATAGAGAAGGGTG-1 1 0.000 9.88e-01 1.00 0.00
#> GATATATGTCCGTC-1 1 0.000 9.88e-01 1.00 0.00
#> GATATTGACAGGAG-1 1 0.000 9.88e-01 1.00 0.00
#> GATCCCTGACCTTT-1 2 0.000 9.89e-01 0.00 1.00
#> GATCCCTGTGTAGC-1 1 0.000 9.88e-01 1.00 0.00
#> GCACACCTGTGCTA-1 2 0.000 9.89e-01 0.00 1.00
#> GCACCACTTCCTTA-1 2 0.000 9.89e-01 0.00 1.00
#> GCACTAGAGTCGTA-1 1 0.000 9.88e-01 1.00 0.00
#> GCAGGGCTATCGAC-1 2 0.000 9.89e-01 0.00 1.00
#> GCAGGGCTTGGGAG-1 1 0.000 9.88e-01 1.00 0.00
#> GCCAAAACGAGGCA-1 1 0.000 9.88e-01 1.00 0.00
#> GCCCAACTATGGTC-1 1 0.000 9.88e-01 1.00 0.00
#> GCCCATACAGCGTT-1 1 0.000 9.88e-01 1.00 0.00
#> GCCGGAACGAACTC-1 1 0.000 9.88e-01 1.00 0.00
#> GCCGGAACGTTCTT-1 2 0.000 9.89e-01 0.00 1.00
#> GCCGGAACTGCACA-1 2 0.000 9.89e-01 0.00 1.00
#> GCCTACACAGTTCG-1 2 0.000 9.89e-01 0.00 1.00
#> GCCTCAACTCTTTG-1 1 0.000 9.88e-01 1.00 0.00
#> GCGCATCTTGCTCC-1 2 0.000 9.89e-01 0.00 1.00
#> GCGCGATGGTGCAT-1 2 0.000 9.89e-01 0.00 1.00
#> GCTAGATGGCGATT-1 1 0.000 9.88e-01 1.00 0.00
#> GCTATACTAGCGTT-1 1 0.000 9.88e-01 1.00 0.00
#> GCTCCATGAGAAGT-1 1 0.995 1.49e-01 0.54 0.46
#> GCTTAACTACTGGT-1 1 0.000 9.88e-01 1.00 0.00
#> GGAACACTTCAGAC-1 2 0.000 9.89e-01 0.00 1.00
#> GGAAGGTGGCGAGA-1 2 0.000 9.89e-01 0.00 1.00
#> GGACCTCTTTTCTG-1 1 0.000 9.88e-01 1.00 0.00
#> GGACGCTGTCCTCG-1 2 0.000 9.89e-01 0.00 1.00
#> GGAGGCCTCGTTGA-1 2 0.000 9.89e-01 0.00 1.00
#> GGATGTACGTGTCA-1 1 0.000 9.88e-01 1.00 0.00
#> GGCAAGGAAAAAGC-1 2 0.000 9.89e-01 0.00 1.00
#> GGCATATGCTTATC-1 2 0.141 9.71e-01 0.02 0.98
#> GGCATATGGGGAGT-1 2 0.000 9.89e-01 0.00 1.00
#> GGCCGAACTCTAGG-1 2 0.000 9.89e-01 0.00 1.00
#> GGCGACACTGCCCT-1 1 0.000 9.88e-01 1.00 0.00
#> GGCGGACTAGGAGC-1 1 0.000 9.88e-01 1.00 0.00
#> GGCGGACTCTTGGA-1 1 0.000 9.88e-01 1.00 0.00
#> GGCTAAACACCTGA-1 1 0.000 9.88e-01 1.00 0.00
#> GGCTAATGAGCACT-1 1 0.000 9.88e-01 1.00 0.00
#> GGGACCACACGTTG-1 1 0.000 9.88e-01 1.00 0.00
#> GGGTTAACGTGCAT-1 2 0.000 9.89e-01 0.00 1.00
#> GGTAAAGAGCTAAC-1 1 0.000 9.88e-01 1.00 0.00
#> GGTGGAGAAACGGG-1 1 0.000 9.88e-01 1.00 0.00
#> GGTGGAGACAGATC-1 2 0.000 9.89e-01 0.00 1.00
#> GGTGGAGATTACTC-1 1 0.000 9.88e-01 1.00 0.00
#> GGTTTACTACGCAT-1 1 0.000 9.88e-01 1.00 0.00
#> GTACCCTGTCCTTA-1 1 0.000 9.88e-01 1.00 0.00
#> GTACGTGAACGTTG-1 1 0.000 9.88e-01 1.00 0.00
#> GTAGTGTGAGCGGA-1 2 0.000 9.89e-01 0.00 1.00
#> GTATCTACAGAAGT-1 1 0.327 9.29e-01 0.94 0.06
#> GTATCTACGACGAG-1 1 0.000 9.88e-01 1.00 0.00
#> GTATTAGAAACAGA-1 1 0.141 9.70e-01 0.98 0.02
#> GTATTCACGGGTGA-1 1 0.000 9.88e-01 1.00 0.00
#> GTCAATCTGTAGCT-1 1 0.000 9.88e-01 1.00 0.00
#> GTCATACTGCGATT-1 2 0.000 9.89e-01 0.00 1.00
#> GTCATACTTCGCCT-1 2 0.000 9.89e-01 0.00 1.00
#> GTCATACTTTACCT-1 1 0.000 9.88e-01 1.00 0.00
#> GTCGACCTGAATGA-1 2 0.000 9.89e-01 0.00 1.00
#> GTGATTCTGGTTCA-1 2 0.000 9.89e-01 0.00 1.00
#> GTGTATCTAGTAGA-1 1 0.000 9.88e-01 1.00 0.00
#> GTGTCAGAAGCGTT-1 1 0.000 9.88e-01 1.00 0.00
#> GTTAAAACCGAGAG-1 2 0.000 9.89e-01 0.00 1.00
#> GTTCAACTGGGACA-1 2 0.000 9.89e-01 0.00 1.00
#> GTTGACGAGCCCTT-1 1 0.000 9.88e-01 1.00 0.00
#> GTTGACGATATCGG-1 2 0.000 9.89e-01 0.00 1.00
#> GTTGATCTTTTCAC-1 1 0.000 9.88e-01 1.00 0.00
#> GTTTAAGACTGTCC-1 1 0.000 9.88e-01 1.00 0.00
#> TAACACCTTGTTTC-1 2 0.000 9.89e-01 0.00 1.00
#> TAACTCACTCTACT-1 2 0.000 9.89e-01 0.00 1.00
#> TAAGAGGACTTGTT-1 2 0.000 9.89e-01 0.00 1.00
#> TAAGGGCTGCTGTA-1 1 0.402 9.08e-01 0.92 0.08
#> TAATGCCTCGTCTC-1 2 0.000 9.89e-01 0.00 1.00
#> TACGATCTTACGAC-1 1 0.000 9.88e-01 1.00 0.00
#> TACGCAGAGAATCC-1 1 0.000 9.88e-01 1.00 0.00
#> TACGGCCTGGGACA-1 2 0.000 9.89e-01 0.00 1.00
#> TACTACTGATGTCG-1 2 0.000 9.89e-01 0.00 1.00
#> TACTCTGAATCGAC-1 2 0.000 9.89e-01 0.00 1.00
#> TACTGTTGAGGCGA-1 2 0.000 9.89e-01 0.00 1.00
#> TACTTGACTCCTCG-1 1 0.000 9.88e-01 1.00 0.00
#> TAGAAACTGGGATG-1 2 0.000 9.89e-01 0.00 1.00
#> TAGCATCTCAGCTA-1 2 0.000 9.89e-01 0.00 1.00
#> TAGCCCACAGCCAT-1 1 0.000 9.88e-01 1.00 0.00
#> TAGCCCACAGCTAC-1 2 0.000 9.89e-01 0.00 1.00
#> TAGCCGCTTACTTC-1 1 0.000 9.88e-01 1.00 0.00
#> TAGGCATGCTCTCG-1 2 0.990 2.13e-01 0.44 0.56
#> TAGGCATGGCGAGA-1 1 0.000 9.88e-01 1.00 0.00
#> TAGGGACTGAACTC-1 2 0.000 9.89e-01 0.00 1.00
#> TAGGTGTGTTCTGT-1 1 0.000 9.88e-01 1.00 0.00
#> TAGTCTTGTGGAAA-1 1 0.000 9.88e-01 1.00 0.00
#> TAGTGGTGAAGTGA-1 2 0.000 9.89e-01 0.00 1.00
#> TAGTTAGAACCACA-1 2 0.000 9.89e-01 0.00 1.00
#> TATCCAACTCTCTA-1 1 0.000 9.88e-01 1.00 0.00
#> TATCTGACAGGTTC-1 1 0.000 9.88e-01 1.00 0.00
#> TATGAATGGAGGAC-1 2 0.000 9.89e-01 0.00 1.00
#> TATGGGTGCATCAG-1 2 0.000 9.89e-01 0.00 1.00
#> TATTTCCTGGAGGT-1 2 0.000 9.89e-01 0.00 1.00
#> TCAACACTGTTTGG-1 2 0.000 9.89e-01 0.00 1.00
#> TCAAGGACATTCTC-1 1 0.584 8.35e-01 0.86 0.14
#> TCAATCACACTCTT-1 1 0.000 9.88e-01 1.00 0.00
#> TCACCTCTACGACT-1 1 0.000 9.88e-01 1.00 0.00
#> TCACTATGGGGCAA-1 1 0.000 9.88e-01 1.00 0.00
#> TCAGACGACGTTAG-1 2 0.000 9.89e-01 0.00 1.00
#> TCAGTGGAAGATCC-1 1 0.000 9.88e-01 1.00 0.00
#> TCCATCCTCCCTAC-1 1 0.000 9.88e-01 1.00 0.00
#> TCCCGAACACAGTC-1 2 0.000 9.89e-01 0.00 1.00
#> TCCTAAACCGCATA-1 2 0.000 9.89e-01 0.00 1.00
#> TCCTAATGGTTTGG-1 1 1.000 2.69e-05 0.50 0.50
#> TCCTATGAAAAGCA-1 1 0.000 9.88e-01 1.00 0.00
#> TCGAATCTCTGGTA-1 1 0.000 9.88e-01 1.00 0.00
#> TCGAGAACGTTAGC-1 1 0.000 9.88e-01 1.00 0.00
#> TCGATTTGCAGCTA-1 2 0.000 9.89e-01 0.00 1.00
#> TCTAACACCAGTTG-1 2 0.141 9.71e-01 0.02 0.98
#> TCTAAGCTTAGTCG-1 1 0.000 9.88e-01 1.00 0.00
#> TGAATAACTCCCAC-1 2 0.000 9.89e-01 0.00 1.00
#> TGACGCCTTTACTC-1 1 0.000 9.88e-01 1.00 0.00
#> TGATAAACTCCGTC-1 2 0.000 9.89e-01 0.00 1.00
#> TGATCACTAGCATC-1 1 0.000 9.88e-01 1.00 0.00
#> TGCACAGACGACAT-1 2 0.000 9.89e-01 0.00 1.00
#> TGCCACTGCGATAC-1 2 0.000 9.89e-01 0.00 1.00
#> TGCTAGGAAACCGT-1 1 0.000 9.88e-01 1.00 0.00
#> TGCTATACTGCTGA-1 1 0.000 9.88e-01 1.00 0.00
#> TGCTGAGAGAGCAG-1 2 0.000 9.89e-01 0.00 1.00
#> TGGAACACAAACAG-1 2 0.000 9.89e-01 0.00 1.00
#> TGGAGACTTGACCA-1 1 0.000 9.88e-01 1.00 0.00
#> TGGTAGACCCTCAC-1 2 0.000 9.89e-01 0.00 1.00
#> TGTAATGACACAAC-1 2 0.000 9.89e-01 0.00 1.00
#> TGTAATGAGGTAAA-1 2 0.242 9.51e-01 0.04 0.96
#> TGTAGTCTTGCACA-1 1 0.000 9.88e-01 1.00 0.00
#> TGTGACGATTCTCA-1 1 0.000 9.88e-01 1.00 0.00
#> TGTGAGTGGAGATA-1 1 0.000 9.88e-01 1.00 0.00
#> TGTTACTGGCTACA-1 1 0.000 9.88e-01 1.00 0.00
#> TGTTACTGTAGTCG-1 1 0.000 9.88e-01 1.00 0.00
#> TTAACCACTAAGGA-1 1 0.000 9.88e-01 1.00 0.00
#> TTACCATGTGTCTT-1 1 0.000 9.88e-01 1.00 0.00
#> TTACGTACGTTCAG-1 2 0.000 9.89e-01 0.00 1.00
#> TTACTCGATCTACT-1 2 0.000 9.89e-01 0.00 1.00
#> TTAGTCTGCCAACA-1 2 0.000 9.89e-01 0.00 1.00
#> TTCCAAACTCCCAC-1 2 0.000 9.89e-01 0.00 1.00
#> TTCCAAACTTGACG-1 1 0.000 9.88e-01 1.00 0.00
#> TTCCCACTTGAGGG-1 2 0.000 9.89e-01 0.00 1.00
#> TTCGTATGAAAAGC-1 1 0.000 9.88e-01 1.00 0.00
#> TTCGTATGGATAGA-1 1 0.000 9.88e-01 1.00 0.00
#> TTCTAGTGGAGAGC-1 2 0.000 9.89e-01 0.00 1.00
#> TTCTGATGGAGACG-1 2 0.000 9.89e-01 0.00 1.00
#> TTGTCATGGACGGA-1 2 0.000 9.89e-01 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> AAACCGTGTATGCG-1 2 0.2959 0.874 0.00 0.90 0.10
#> AAACGCTGTAGCCA-1 1 0.1529 0.941 0.96 0.00 0.04
#> AAATGTTGCCACAA-1 3 0.1529 0.870 0.04 0.00 0.96
#> AAATTCGATTCTCA-1 1 0.2066 0.948 0.94 0.00 0.06
#> AACCTTACGCGAGA-1 2 0.0000 0.982 0.00 1.00 0.00
#> AACGCCCTCGTACA-1 2 0.0000 0.982 0.00 1.00 0.00
#> AACGCCCTGGCATT-1 3 0.0892 0.878 0.02 0.00 0.98
#> AACGTCGAGTATCG-1 2 0.0000 0.982 0.00 1.00 0.00
#> AACTCGGAAAGTGA-1 1 0.2066 0.948 0.94 0.00 0.06
#> AAGATTACCTCAAG-1 2 0.0000 0.982 0.00 1.00 0.00
#> AAGCAAGAGCTTAG-1 2 0.7029 0.165 0.44 0.54 0.02
#> AAGCAAGAGGTGTT-1 2 0.0000 0.982 0.00 1.00 0.00
#> AAGGCTTGCGAACT-1 1 0.0000 0.966 1.00 0.00 0.00
#> AAGTAGGATACAGC-1 2 0.0000 0.982 0.00 1.00 0.00
#> AAGTCTCTCGGAGA-1 1 0.0000 0.966 1.00 0.00 0.00
#> AATACTGAAAGGGC-1 1 0.2066 0.948 0.94 0.00 0.06
#> AATACTGAATTGGC-1 2 0.0000 0.982 0.00 1.00 0.00
#> AATAGGGAGAATGA-1 1 0.0000 0.966 1.00 0.00 0.00
#> AATCCTTGGTGAGG-1 2 0.0000 0.982 0.00 1.00 0.00
#> AATCGGTGGAACTC-1 1 0.1529 0.955 0.96 0.00 0.04
#> AATCTCTGCTTTAC-1 2 0.2066 0.908 0.06 0.94 0.00
#> AATGATACACCAAC-1 1 0.0000 0.966 1.00 0.00 0.00
#> AATGGCTGTAAAGG-1 1 0.2537 0.931 0.92 0.00 0.08
#> AATGGCTGTACTCT-1 3 0.2066 0.867 0.06 0.00 0.94
#> ACAAATTGTTGCGA-1 2 0.0000 0.982 0.00 1.00 0.00
#> ACAACCGAGGGATG-1 1 0.5334 0.800 0.82 0.12 0.06
#> ACAATTGACTGACA-1 1 0.0000 0.966 1.00 0.00 0.00
#> ACAATTGATGACTG-1 2 0.0000 0.982 0.00 1.00 0.00
#> ACACAGACCATACG-1 1 0.0000 0.966 1.00 0.00 0.00
#> ACACCCTGGTGTTG-1 2 0.0000 0.982 0.00 1.00 0.00
#> ACACGATGACGCAT-1 3 0.6244 0.170 0.44 0.00 0.56
#> ACAGACACGGCATT-1 1 0.2066 0.948 0.94 0.00 0.06
#> ACAGGTACTGGTGT-1 2 0.0000 0.982 0.00 1.00 0.00
#> ACAGTCGACCGATA-1 1 0.2066 0.948 0.94 0.00 0.06
#> ACCACGCTACCCAA-1 1 0.0000 0.966 1.00 0.00 0.00
#> ACCATTACGAGATA-1 3 0.0000 0.882 0.00 0.00 1.00
#> ACCCAAGAACTGTG-1 1 0.0000 0.966 1.00 0.00 0.00
#> ACCCACTGGTTCAG-1 3 0.2066 0.871 0.00 0.06 0.94
#> ACCCTCGACCTATT-1 1 0.2066 0.948 0.94 0.00 0.06
#> ACCTGGCTAAGTAG-1 2 0.0000 0.982 0.00 1.00 0.00
#> ACGAACACCTTGTT-1 2 0.0000 0.982 0.00 1.00 0.00
#> ACGATCGAGGACTT-1 1 0.2066 0.948 0.94 0.00 0.06
#> ACGATTCTACGGGA-1 1 0.0000 0.966 1.00 0.00 0.00
#> ACGCAATGGTTCAG-1 2 0.0892 0.963 0.00 0.98 0.02
#> ACGCGGTGTTTGCT-1 1 0.0000 0.966 1.00 0.00 0.00
#> ACGCTGCTGTTCTT-1 2 0.0000 0.982 0.00 1.00 0.00
#> ACGGAACTCAGATC-1 2 0.0000 0.982 0.00 1.00 0.00
#> ACGGTAACCGCTAA-1 1 0.4555 0.803 0.80 0.00 0.20
#> ACGGTAACCTTCGC-1 1 0.0000 0.966 1.00 0.00 0.00
#> ACGTCGCTCCTGAA-1 2 0.0000 0.982 0.00 1.00 0.00
#> ACGTGATGTGACAC-1 2 0.0000 0.982 0.00 1.00 0.00
#> ACGTGCCTTCTATC-1 1 0.2537 0.904 0.92 0.00 0.08
#> ACGTTGGAAACCTG-1 1 0.2066 0.948 0.94 0.00 0.06
#> ACGTTGGAGCCAAT-1 2 0.0000 0.982 0.00 1.00 0.00
#> ACTATCACCTTGGA-1 1 0.0000 0.966 1.00 0.00 0.00
#> ACTGAGACAACCAC-1 1 0.2066 0.948 0.94 0.00 0.06
#> ACTGCCACACACGT-1 1 0.2066 0.948 0.94 0.00 0.06
#> ACTGCCACTCCGTC-1 2 0.0000 0.982 0.00 1.00 0.00
#> ACTGGCCTTCAGTG-1 2 0.0000 0.982 0.00 1.00 0.00
#> ACTGTGGACGTGTA-1 1 0.1529 0.955 0.96 0.00 0.04
#> ACTTCAACAAGCAA-1 1 0.2537 0.936 0.92 0.00 0.08
#> ACTTCAACGTAGGG-1 2 0.0000 0.982 0.00 1.00 0.00
#> AGAACAGAAATGCC-1 2 0.0000 0.982 0.00 1.00 0.00
#> AGAATGGAAGAAGT-1 1 0.0000 0.966 1.00 0.00 0.00
#> AGATATACCCGTAA-1 2 0.0000 0.982 0.00 1.00 0.00
#> AGATTCCTGTTCAG-1 2 0.0000 0.982 0.00 1.00 0.00
#> AGCATGACGATGAA-1 1 0.0000 0.966 1.00 0.00 0.00
#> AGCCACCTGGATCT-1 1 0.0000 0.966 1.00 0.00 0.00
#> AGCCTCTGCCAATG-1 2 0.0000 0.982 0.00 1.00 0.00
#> AGCGATTGAGATCC-1 2 0.0000 0.982 0.00 1.00 0.00
#> AGGAACCTTGCCTC-1 1 0.2066 0.948 0.94 0.00 0.06
#> AGGATAGAGGATTC-1 1 0.0000 0.966 1.00 0.00 0.00
#> AGGATGCTTTAGGC-1 2 0.0000 0.982 0.00 1.00 0.00
#> AGGGACGAGTCAAC-1 2 0.0000 0.982 0.00 1.00 0.00
#> AGGGACGATGCATG-1 1 0.0000 0.966 1.00 0.00 0.00
#> AGGGCGCTATGGTC-1 3 0.0892 0.880 0.02 0.00 0.98
#> AGGGTGGAGTTGCA-1 1 0.0000 0.966 1.00 0.00 0.00
#> AGTAATACATCACG-1 1 0.2066 0.948 0.94 0.00 0.06
#> AGTACTCTCAACCA-1 1 0.0000 0.966 1.00 0.00 0.00
#> AGTCACGATGAGCT-1 1 0.2066 0.948 0.94 0.00 0.06
#> AGTCAGACTAGAGA-1 1 0.2066 0.948 0.94 0.00 0.06
#> AGTCTTACTTCGGA-1 3 0.2066 0.871 0.00 0.06 0.94
#> AGTTCTTGAAGCCT-1 1 0.0000 0.966 1.00 0.00 0.00
#> AGTTTCACGGTCTA-1 3 0.3832 0.826 0.10 0.02 0.88
#> AGTTTGCTACTGGT-1 1 0.2066 0.948 0.94 0.00 0.06
#> ATACCACTGCCAAT-1 1 0.2066 0.948 0.94 0.00 0.06
#> ATACTCTGGTATGC-1 2 0.0000 0.982 0.00 1.00 0.00
#> ATCAACCTTCTCTA-1 1 0.2066 0.948 0.94 0.00 0.06
#> ATCATCTGACACCA-1 3 0.2066 0.871 0.00 0.06 0.94
#> ATCATGCTAGAGTA-1 1 0.0000 0.966 1.00 0.00 0.00
#> ATCCCGTGCAGTCA-1 2 0.0000 0.982 0.00 1.00 0.00
#> ATCCTAACGCTACA-1 1 0.4002 0.854 0.84 0.00 0.16
#> ATCGAGTGGACGTT-1 1 0.0000 0.966 1.00 0.00 0.00
#> ATCGCCACTGAGGG-1 1 0.0000 0.966 1.00 0.00 0.00
#> ATCTTTCTTGTCCC-1 2 0.0000 0.982 0.00 1.00 0.00
#> ATGAAGGAACAGCT-1 1 0.0000 0.966 1.00 0.00 0.00
#> ATGAAGGACTTGCC-1 2 0.0000 0.982 0.00 1.00 0.00
#> ATGATAACTTCACT-1 2 0.0000 0.982 0.00 1.00 0.00
#> ATGATATGGTGCTA-1 2 0.0000 0.982 0.00 1.00 0.00
#> ATGGACACGCATCA-1 2 0.0000 0.982 0.00 1.00 0.00
#> ATGGGTACATCGGT-1 2 0.0000 0.982 0.00 1.00 0.00
#> ATGTACCTTTCACT-1 1 0.0000 0.966 1.00 0.00 0.00
#> ATTAACGATGAGAA-1 3 0.4796 0.712 0.00 0.22 0.78
#> ATTAACGATGCAAC-1 1 0.0000 0.966 1.00 0.00 0.00
#> ATTCAGCTCATTGG-1 3 0.2066 0.871 0.00 0.06 0.94
#> ATTCCAACTTAGGC-1 2 0.5147 0.678 0.18 0.80 0.02
#> ATTCGACTCACTAG-1 1 0.4291 0.831 0.82 0.00 0.18
#> ATTTCGTGTATGGC-1 1 0.0892 0.961 0.98 0.00 0.02
#> CAAAGCACGGTAAA-1 2 0.0000 0.982 0.00 1.00 0.00
#> CAACGTGAGCCATA-1 1 0.0000 0.966 1.00 0.00 0.00
#> CAAGAAGACCACAA-1 1 0.2959 0.920 0.90 0.00 0.10
#> CAAGCTGATCTATC-1 1 0.3042 0.898 0.92 0.04 0.04
#> CAAGGACTTCTTTG-1 1 0.0000 0.966 1.00 0.00 0.00
#> CAAGGTTGTCTGGA-1 2 0.0000 0.982 0.00 1.00 0.00
#> CAATATGACCTTCG-1 1 0.0000 0.966 1.00 0.00 0.00
#> CAATCTACTGACTG-1 2 0.0000 0.982 0.00 1.00 0.00
#> CAATTCACCCAACA-1 1 0.0000 0.966 1.00 0.00 0.00
#> CACATACTACAGCT-1 1 0.0000 0.966 1.00 0.00 0.00
#> CACCACTGGCGAAG-1 1 0.2066 0.948 0.94 0.00 0.06
#> CACCCATGTTCTGT-1 3 0.6280 0.238 0.46 0.00 0.54
#> CACCGGGACGAGAG-1 1 0.0000 0.966 1.00 0.00 0.00
#> CACCGGGACTTCTA-1 3 0.0000 0.882 0.00 0.00 1.00
#> CACCGGGACTTGCC-1 1 0.0000 0.966 1.00 0.00 0.00
#> CACCGGGATTCGGA-1 1 0.0000 0.966 1.00 0.00 0.00
#> CACCTGACACCCAA-1 1 0.0000 0.966 1.00 0.00 0.00
#> CACCTGACCTCAAG-1 1 0.0000 0.966 1.00 0.00 0.00
#> CACGGGTGCTTCGC-1 1 0.0892 0.955 0.98 0.00 0.02
#> CACGGGTGGAGGAC-1 1 0.6245 0.693 0.76 0.18 0.06
#> CACTATACGTTTGG-1 1 0.0000 0.966 1.00 0.00 0.00
#> CACTTTGACTCTAT-1 1 0.0000 0.966 1.00 0.00 0.00
#> CAGATGACATTCTC-1 2 0.0000 0.982 0.00 1.00 0.00
#> CAGCAATGGAGGGT-1 2 0.0000 0.982 0.00 1.00 0.00
#> CAGCGGACCTTTAC-1 2 0.0000 0.982 0.00 1.00 0.00
#> CAGCTCTGCAAGCT-1 1 0.0000 0.966 1.00 0.00 0.00
#> CAGCTCTGTGTGGT-1 2 0.0000 0.982 0.00 1.00 0.00
#> CAGTGATGGCTAAC-1 2 0.5643 0.627 0.22 0.76 0.02
#> CAGTTTACACACGT-1 2 0.2947 0.889 0.02 0.92 0.06
#> CATCAGGACTTCCG-1 2 0.0000 0.982 0.00 1.00 0.00
#> CATCAGGATAGCCA-1 2 0.0000 0.982 0.00 1.00 0.00
#> CATGAGACGTTGAC-1 2 0.0000 0.982 0.00 1.00 0.00
#> CATGTACTATCGTG-1 1 0.0000 0.966 1.00 0.00 0.00
#> CATGTTACAGTCGT-1 1 0.2066 0.948 0.94 0.00 0.06
#> CATTACACCAACTG-1 2 0.0000 0.982 0.00 1.00 0.00
#> CATTTCGACTCTAT-1 1 0.2537 0.936 0.92 0.00 0.08
#> CATTTCGAGATACC-1 2 0.0000 0.982 0.00 1.00 0.00
#> CATTTGACCACACA-1 1 0.0000 0.966 1.00 0.00 0.00
#> CATTTGACCCTGAA-1 1 0.0892 0.961 0.98 0.00 0.02
#> CCAACCTGAAGTAG-1 1 0.0000 0.966 1.00 0.00 0.00
#> CCAAGAACTACTGG-1 1 0.0000 0.966 1.00 0.00 0.00
#> CCACCATGTCCTGC-1 1 0.0000 0.966 1.00 0.00 0.00
#> CCGTACACGTCATG-1 1 0.0000 0.966 1.00 0.00 0.00
#> CCTAAGGAGGGCAA-1 1 0.5016 0.722 0.76 0.00 0.24
#> CCTCGAACACTTTC-1 2 0.0000 0.982 0.00 1.00 0.00
#> CGAAGGGAAACCTG-1 1 0.1529 0.955 0.96 0.00 0.04
#> CGACCACTAAAGTG-1 2 0.0000 0.982 0.00 1.00 0.00
#> CGACCACTGCCAAT-1 2 0.0000 0.982 0.00 1.00 0.00
#> CGAGAACTAAGGCG-1 1 0.0000 0.966 1.00 0.00 0.00
#> CGAGATTGGACACT-1 1 0.0000 0.966 1.00 0.00 0.00
#> CGAGATTGGCCATA-1 3 0.4796 0.737 0.22 0.00 0.78
#> CGAGGCACCTATGG-1 1 0.0000 0.966 1.00 0.00 0.00
#> CGAGGCTGACGCTA-1 2 0.0000 0.982 0.00 1.00 0.00
#> CGATACGACAGGAG-1 3 0.0000 0.882 0.00 0.00 1.00
#> CGATCAGAAGAACA-1 1 0.0000 0.966 1.00 0.00 0.00
#> CGATCCACCGGGAA-1 1 0.2066 0.948 0.94 0.00 0.06
#> CGCCGAGAGCTTAG-1 2 0.0000 0.982 0.00 1.00 0.00
#> CGCTACTGTTCCCG-1 1 0.0000 0.966 1.00 0.00 0.00
#> CGGACCGATGCGTA-1 1 0.0000 0.966 1.00 0.00 0.00
#> CGGACTCTCCTCGT-1 2 0.0892 0.963 0.00 0.98 0.02
#> CGGCCAGAGAGGCA-1 1 0.0892 0.961 0.98 0.00 0.02
#> CGGCGAACGACAAA-1 2 0.0000 0.982 0.00 1.00 0.00
#> CGGCGAACTACTTC-1 2 0.0000 0.982 0.00 1.00 0.00
#> CGGGACTGGAATAG-1 1 0.0000 0.966 1.00 0.00 0.00
#> CGGGCATGACCCAA-1 3 0.2066 0.867 0.06 0.00 0.94
#> CGGGCATGTCTCTA-1 1 0.2066 0.948 0.94 0.00 0.06
#> CGTACCTGGCATCA-1 2 0.0000 0.982 0.00 1.00 0.00
#> CGTCAAGACAGGAG-1 1 0.2066 0.948 0.94 0.00 0.06
#> CGTGTAGACGATAC-1 1 0.2947 0.934 0.92 0.02 0.06
#> CGTGTAGAGTTACG-1 2 0.0000 0.982 0.00 1.00 0.00
#> CGTGTAGATTCGGA-1 2 0.0000 0.982 0.00 1.00 0.00
#> CGTTATACCCTGAA-1 1 0.0000 0.966 1.00 0.00 0.00
#> CTAAACCTCTGACA-1 2 0.0000 0.982 0.00 1.00 0.00
#> CTAACGGAACCGAT-1 2 0.0000 0.982 0.00 1.00 0.00
#> CTACAACTCCCGTT-1 1 0.0000 0.966 1.00 0.00 0.00
#> CTACGCACTGGTCA-1 2 0.0000 0.982 0.00 1.00 0.00
#> CTACTCCTATGTCG-1 2 0.0000 0.982 0.00 1.00 0.00
#> CTAGAGACAGCATC-1 1 0.0000 0.966 1.00 0.00 0.00
#> CTAGTTACGAAACA-1 2 0.0000 0.982 0.00 1.00 0.00
#> CTATACTGCTACGA-1 2 0.0000 0.982 0.00 1.00 0.00
#> CTATACTGTCTCAT-1 2 0.0000 0.982 0.00 1.00 0.00
#> CTCGACTGGTTGAC-1 2 0.0000 0.982 0.00 1.00 0.00
#> CTCGAGCTCTGGAT-1 3 0.5216 0.652 0.00 0.26 0.74
#> CTGACAGAATCGTG-1 1 0.0000 0.966 1.00 0.00 0.00
#> CTGAGAACGTAAAG-1 2 0.0000 0.982 0.00 1.00 0.00
#> CTGCCAACTGCTCC-1 1 0.0000 0.966 1.00 0.00 0.00
#> CTGCGACTCCACCT-1 1 0.3340 0.892 0.88 0.00 0.12
#> CTGGAAACAAACGA-1 1 0.0000 0.966 1.00 0.00 0.00
#> CTGGATGACTGGAT-1 1 0.0000 0.966 1.00 0.00 0.00
#> CTGTGAGACCTTGC-1 1 0.0000 0.966 1.00 0.00 0.00
#> CTTGATTGAGGTTC-1 1 0.4209 0.831 0.86 0.02 0.12
#> CTTTAGTGACGGGA-1 2 0.0000 0.982 0.00 1.00 0.00
#> GAAATACTTCCTCG-1 3 0.0000 0.882 0.00 0.00 1.00
#> GAACCAACTTCCGC-1 2 0.0000 0.982 0.00 1.00 0.00
#> GAAGCTACGGTTTG-1 3 0.0000 0.882 0.00 0.00 1.00
#> GAAGGTCTGAAAGT-1 3 0.0000 0.882 0.00 0.00 1.00
#> GAAGTAGACTCCCA-1 1 0.0892 0.961 0.98 0.00 0.02
#> GAAGTGCTAAACGA-1 2 0.0000 0.982 0.00 1.00 0.00
#> GAATGCACCTTCGC-1 2 0.0000 0.982 0.00 1.00 0.00
#> GAATTAACGTCGTA-1 2 0.0000 0.982 0.00 1.00 0.00
#> GACGCTCTCTCTCG-1 3 0.2066 0.871 0.00 0.06 0.94
#> GACGGCACACGGGA-1 2 0.0000 0.982 0.00 1.00 0.00
#> GAGATGCTCTGGAT-1 1 0.2066 0.948 0.94 0.00 0.06
#> GAGCAGGATTCCCG-1 1 0.2066 0.948 0.94 0.00 0.06
#> GAGCGCTGAAGATG-1 2 0.0000 0.982 0.00 1.00 0.00
#> GAGGCAGACTTGCC-1 1 0.0000 0.966 1.00 0.00 0.00
#> GAGGTACTGACACT-1 2 0.1781 0.938 0.02 0.96 0.02
#> GAGGTGGATCCTCG-1 2 0.0000 0.982 0.00 1.00 0.00
#> GAGTGACTCAGCTA-1 3 0.0000 0.882 0.00 0.00 1.00
#> GAGTGACTCGGTAT-1 1 0.1529 0.955 0.96 0.00 0.04
#> GAGTTGTGCTGAGT-1 1 0.0000 0.966 1.00 0.00 0.00
#> GAGTTGTGGTAGCT-1 3 0.2066 0.871 0.00 0.06 0.94
#> GATAGAGAAGGGTG-1 1 0.0000 0.966 1.00 0.00 0.00
#> GATATATGTCCGTC-1 1 0.0000 0.966 1.00 0.00 0.00
#> GATATTGACAGGAG-1 1 0.3340 0.901 0.88 0.00 0.12
#> GATCCCTGACCTTT-1 2 0.0000 0.982 0.00 1.00 0.00
#> GATCCCTGTGTAGC-1 1 0.0000 0.966 1.00 0.00 0.00
#> GCACACCTGTGCTA-1 2 0.0000 0.982 0.00 1.00 0.00
#> GCACCACTTCCTTA-1 2 0.0000 0.982 0.00 1.00 0.00
#> GCACTAGAGTCGTA-1 1 0.2066 0.948 0.94 0.00 0.06
#> GCAGGGCTATCGAC-1 2 0.0000 0.982 0.00 1.00 0.00
#> GCAGGGCTTGGGAG-1 1 0.2066 0.948 0.94 0.00 0.06
#> GCCAAAACGAGGCA-1 1 0.2066 0.948 0.94 0.00 0.06
#> GCCCAACTATGGTC-1 1 0.0000 0.966 1.00 0.00 0.00
#> GCCCATACAGCGTT-1 1 0.2959 0.919 0.90 0.00 0.10
#> GCCGGAACGAACTC-1 1 0.0892 0.961 0.98 0.00 0.02
#> GCCGGAACGTTCTT-1 2 0.0000 0.982 0.00 1.00 0.00
#> GCCGGAACTGCACA-1 2 0.0000 0.982 0.00 1.00 0.00
#> GCCTACACAGTTCG-1 2 0.0000 0.982 0.00 1.00 0.00
#> GCCTCAACTCTTTG-1 3 0.4555 0.719 0.20 0.00 0.80
#> GCGCATCTTGCTCC-1 2 0.0000 0.982 0.00 1.00 0.00
#> GCGCGATGGTGCAT-1 2 0.0000 0.982 0.00 1.00 0.00
#> GCTAGATGGCGATT-1 1 0.0000 0.966 1.00 0.00 0.00
#> GCTATACTAGCGTT-1 1 0.0000 0.966 1.00 0.00 0.00
#> GCTCCATGAGAAGT-1 3 0.5416 0.827 0.10 0.08 0.82
#> GCTTAACTACTGGT-1 1 0.0000 0.966 1.00 0.00 0.00
#> GGAACACTTCAGAC-1 3 0.2066 0.871 0.00 0.06 0.94
#> GGAAGGTGGCGAGA-1 2 0.0000 0.982 0.00 1.00 0.00
#> GGACCTCTTTTCTG-1 1 0.0000 0.966 1.00 0.00 0.00
#> GGACGCTGTCCTCG-1 2 0.0000 0.982 0.00 1.00 0.00
#> GGAGGCCTCGTTGA-1 2 0.0000 0.982 0.00 1.00 0.00
#> GGATGTACGTGTCA-1 1 0.0000 0.966 1.00 0.00 0.00
#> GGCAAGGAAAAAGC-1 2 0.0000 0.982 0.00 1.00 0.00
#> GGCATATGCTTATC-1 2 0.0892 0.957 0.02 0.98 0.00
#> GGCATATGGGGAGT-1 3 0.2066 0.871 0.00 0.06 0.94
#> GGCCGAACTCTAGG-1 2 0.0000 0.982 0.00 1.00 0.00
#> GGCGACACTGCCCT-1 1 0.2066 0.948 0.94 0.00 0.06
#> GGCGGACTAGGAGC-1 1 0.2066 0.948 0.94 0.00 0.06
#> GGCGGACTCTTGGA-1 1 0.0000 0.966 1.00 0.00 0.00
#> GGCTAAACACCTGA-1 1 0.2066 0.948 0.94 0.00 0.06
#> GGCTAATGAGCACT-1 1 0.0000 0.966 1.00 0.00 0.00
#> GGGACCACACGTTG-1 1 0.0000 0.966 1.00 0.00 0.00
#> GGGTTAACGTGCAT-1 2 0.0000 0.982 0.00 1.00 0.00
#> GGTAAAGAGCTAAC-1 1 0.5216 0.627 0.74 0.00 0.26
#> GGTGGAGAAACGGG-1 1 0.2066 0.948 0.94 0.00 0.06
#> GGTGGAGACAGATC-1 2 0.0000 0.982 0.00 1.00 0.00
#> GGTGGAGATTACTC-1 1 0.0000 0.966 1.00 0.00 0.00
#> GGTTTACTACGCAT-1 1 0.2066 0.948 0.94 0.00 0.06
#> GTACCCTGTCCTTA-1 1 0.0000 0.966 1.00 0.00 0.00
#> GTACGTGAACGTTG-1 1 0.0000 0.966 1.00 0.00 0.00
#> GTAGTGTGAGCGGA-1 2 0.0000 0.982 0.00 1.00 0.00
#> GTATCTACAGAAGT-1 3 0.5835 0.555 0.34 0.00 0.66
#> GTATCTACGACGAG-1 1 0.0000 0.966 1.00 0.00 0.00
#> GTATTAGAAACAGA-1 3 0.0000 0.882 0.00 0.00 1.00
#> GTATTCACGGGTGA-1 1 0.0000 0.966 1.00 0.00 0.00
#> GTCAATCTGTAGCT-1 1 0.2066 0.948 0.94 0.00 0.06
#> GTCATACTGCGATT-1 3 0.6280 0.194 0.00 0.46 0.54
#> GTCATACTTCGCCT-1 3 0.2066 0.871 0.00 0.06 0.94
#> GTCATACTTTACCT-1 1 0.0000 0.966 1.00 0.00 0.00
#> GTCGACCTGAATGA-1 2 0.0000 0.982 0.00 1.00 0.00
#> GTGATTCTGGTTCA-1 2 0.0000 0.982 0.00 1.00 0.00
#> GTGTATCTAGTAGA-1 1 0.2066 0.948 0.94 0.00 0.06
#> GTGTCAGAAGCGTT-1 1 0.0000 0.966 1.00 0.00 0.00
#> GTTAAAACCGAGAG-1 2 0.0000 0.982 0.00 1.00 0.00
#> GTTCAACTGGGACA-1 2 0.0000 0.982 0.00 1.00 0.00
#> GTTGACGAGCCCTT-1 1 0.0000 0.966 1.00 0.00 0.00
#> GTTGACGATATCGG-1 2 0.0000 0.982 0.00 1.00 0.00
#> GTTGATCTTTTCAC-1 1 0.0000 0.966 1.00 0.00 0.00
#> GTTTAAGACTGTCC-1 1 0.0000 0.966 1.00 0.00 0.00
#> TAACACCTTGTTTC-1 3 0.2066 0.871 0.00 0.06 0.94
#> TAACTCACTCTACT-1 2 0.0000 0.982 0.00 1.00 0.00
#> TAAGAGGACTTGTT-1 2 0.0000 0.982 0.00 1.00 0.00
#> TAAGGGCTGCTGTA-1 3 0.0000 0.882 0.00 0.00 1.00
#> TAATGCCTCGTCTC-1 2 0.0000 0.982 0.00 1.00 0.00
#> TACGATCTTACGAC-1 1 0.0000 0.966 1.00 0.00 0.00
#> TACGCAGAGAATCC-1 1 0.2066 0.948 0.94 0.00 0.06
#> TACGGCCTGGGACA-1 2 0.0000 0.982 0.00 1.00 0.00
#> TACTACTGATGTCG-1 2 0.0000 0.982 0.00 1.00 0.00
#> TACTCTGAATCGAC-1 2 0.0000 0.982 0.00 1.00 0.00
#> TACTGTTGAGGCGA-1 2 0.0000 0.982 0.00 1.00 0.00
#> TACTTGACTCCTCG-1 1 0.0892 0.961 0.98 0.00 0.02
#> TAGAAACTGGGATG-1 3 0.6045 0.419 0.00 0.38 0.62
#> TAGCATCTCAGCTA-1 2 0.0000 0.982 0.00 1.00 0.00
#> TAGCCCACAGCCAT-1 1 0.2066 0.948 0.94 0.00 0.06
#> TAGCCCACAGCTAC-1 2 0.0000 0.982 0.00 1.00 0.00
#> TAGCCGCTTACTTC-1 1 0.2066 0.948 0.94 0.00 0.06
#> TAGGCATGCTCTCG-1 3 0.0000 0.882 0.00 0.00 1.00
#> TAGGCATGGCGAGA-1 1 0.0000 0.966 1.00 0.00 0.00
#> TAGGGACTGAACTC-1 2 0.0000 0.982 0.00 1.00 0.00
#> TAGGTGTGTTCTGT-1 3 0.0000 0.882 0.00 0.00 1.00
#> TAGTCTTGTGGAAA-1 1 0.2066 0.948 0.94 0.00 0.06
#> TAGTGGTGAAGTGA-1 2 0.0000 0.982 0.00 1.00 0.00
#> TAGTTAGAACCACA-1 2 0.0000 0.982 0.00 1.00 0.00
#> TATCCAACTCTCTA-1 1 0.2066 0.948 0.94 0.00 0.06
#> TATCTGACAGGTTC-1 1 0.0000 0.966 1.00 0.00 0.00
#> TATGAATGGAGGAC-1 2 0.2947 0.902 0.02 0.92 0.06
#> TATGGGTGCATCAG-1 2 0.0000 0.982 0.00 1.00 0.00
#> TATTTCCTGGAGGT-1 2 0.0000 0.982 0.00 1.00 0.00
#> TCAACACTGTTTGG-1 2 0.0000 0.982 0.00 1.00 0.00
#> TCAAGGACATTCTC-1 3 0.2537 0.863 0.08 0.00 0.92
#> TCAATCACACTCTT-1 1 0.0892 0.961 0.98 0.00 0.02
#> TCACCTCTACGACT-1 1 0.2066 0.948 0.94 0.00 0.06
#> TCACTATGGGGCAA-1 1 0.0000 0.966 1.00 0.00 0.00
#> TCAGACGACGTTAG-1 2 0.0000 0.982 0.00 1.00 0.00
#> TCAGTGGAAGATCC-1 1 0.0892 0.961 0.98 0.00 0.02
#> TCCATCCTCCCTAC-1 1 0.0000 0.966 1.00 0.00 0.00
#> TCCCGAACACAGTC-1 2 0.0000 0.982 0.00 1.00 0.00
#> TCCTAAACCGCATA-1 2 0.0000 0.982 0.00 1.00 0.00
#> TCCTAATGGTTTGG-1 2 0.5216 0.562 0.26 0.74 0.00
#> TCCTATGAAAAGCA-1 1 0.0892 0.955 0.98 0.00 0.02
#> TCGAATCTCTGGTA-1 1 0.0000 0.966 1.00 0.00 0.00
#> TCGAGAACGTTAGC-1 3 0.5560 0.544 0.30 0.00 0.70
#> TCGATTTGCAGCTA-1 2 0.0000 0.982 0.00 1.00 0.00
#> TCTAACACCAGTTG-1 2 0.7839 0.192 0.06 0.56 0.38
#> TCTAAGCTTAGTCG-1 1 0.0000 0.966 1.00 0.00 0.00
#> TGAATAACTCCCAC-1 2 0.0000 0.982 0.00 1.00 0.00
#> TGACGCCTTTACTC-1 3 0.0000 0.882 0.00 0.00 1.00
#> TGATAAACTCCGTC-1 2 0.0000 0.982 0.00 1.00 0.00
#> TGATCACTAGCATC-1 1 0.3340 0.901 0.88 0.00 0.12
#> TGCACAGACGACAT-1 2 0.0000 0.982 0.00 1.00 0.00
#> TGCCACTGCGATAC-1 2 0.0000 0.982 0.00 1.00 0.00
#> TGCTAGGAAACCGT-1 1 0.1529 0.955 0.96 0.00 0.04
#> TGCTATACTGCTGA-1 1 0.2066 0.948 0.94 0.00 0.06
#> TGCTGAGAGAGCAG-1 2 0.0000 0.982 0.00 1.00 0.00
#> TGGAACACAAACAG-1 2 0.0000 0.982 0.00 1.00 0.00
#> TGGAGACTTGACCA-1 1 0.0000 0.966 1.00 0.00 0.00
#> TGGTAGACCCTCAC-1 2 0.0000 0.982 0.00 1.00 0.00
#> TGTAATGACACAAC-1 2 0.0000 0.982 0.00 1.00 0.00
#> TGTAATGAGGTAAA-1 2 0.2414 0.916 0.04 0.94 0.02
#> TGTAGTCTTGCACA-1 1 0.2066 0.948 0.94 0.00 0.06
#> TGTGACGATTCTCA-1 1 0.2066 0.948 0.94 0.00 0.06
#> TGTGAGTGGAGATA-1 1 0.0000 0.966 1.00 0.00 0.00
#> TGTTACTGGCTACA-1 1 0.2066 0.948 0.94 0.00 0.06
#> TGTTACTGTAGTCG-1 1 0.0000 0.966 1.00 0.00 0.00
#> TTAACCACTAAGGA-1 1 0.0000 0.966 1.00 0.00 0.00
#> TTACCATGTGTCTT-1 1 0.4291 0.817 0.82 0.00 0.18
#> TTACGTACGTTCAG-1 3 0.2066 0.871 0.00 0.06 0.94
#> TTACTCGATCTACT-1 2 0.0000 0.982 0.00 1.00 0.00
#> TTAGTCTGCCAACA-1 2 0.0000 0.982 0.00 1.00 0.00
#> TTCCAAACTCCCAC-1 2 0.1529 0.943 0.00 0.96 0.04
#> TTCCAAACTTGACG-1 1 0.0000 0.966 1.00 0.00 0.00
#> TTCCCACTTGAGGG-1 2 0.0000 0.982 0.00 1.00 0.00
#> TTCGTATGAAAAGC-1 1 0.0000 0.966 1.00 0.00 0.00
#> TTCGTATGGATAGA-1 1 0.0000 0.966 1.00 0.00 0.00
#> TTCTAGTGGAGAGC-1 2 0.0000 0.982 0.00 1.00 0.00
#> TTCTGATGGAGACG-1 2 0.0000 0.982 0.00 1.00 0.00
#> TTGTCATGGACGGA-1 2 0.0000 0.982 0.00 1.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> AAACCGTGTATGCG-1 3 0.4948 0.21723 0.00 0.44 0.56 0.00
#> AAACGCTGTAGCCA-1 1 0.4332 0.68578 0.80 0.00 0.04 0.16
#> AAATGTTGCCACAA-1 3 0.7206 0.04577 0.14 0.00 0.46 0.40
#> AAATTCGATTCTCA-1 4 0.3975 0.66009 0.24 0.00 0.00 0.76
#> AACCTTACGCGAGA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> AACGCCCTCGTACA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> AACGCCCTGGCATT-1 3 0.6074 0.29487 0.06 0.00 0.60 0.34
#> AACGTCGAGTATCG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> AACTCGGAAAGTGA-1 4 0.4713 0.58583 0.36 0.00 0.00 0.64
#> AAGATTACCTCAAG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> AAGCAAGAGCTTAG-1 1 0.6863 0.40952 0.64 0.12 0.02 0.22
#> AAGCAAGAGGTGTT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> AAGGCTTGCGAACT-1 1 0.1211 0.76705 0.96 0.00 0.00 0.04
#> AAGTAGGATACAGC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> AAGTCTCTCGGAGA-1 1 0.2011 0.75742 0.92 0.00 0.00 0.08
#> AATACTGAAAGGGC-1 1 0.4977 0.00453 0.54 0.00 0.00 0.46
#> AATACTGAATTGGC-1 2 0.0707 0.94878 0.00 0.98 0.00 0.02
#> AATAGGGAGAATGA-1 1 0.0000 0.77149 1.00 0.00 0.00 0.00
#> AATCCTTGGTGAGG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> AATCGGTGGAACTC-1 1 0.4948 -0.03803 0.56 0.00 0.00 0.44
#> AATCTCTGCTTTAC-1 2 0.7732 0.35893 0.22 0.60 0.08 0.10
#> AATGATACACCAAC-1 1 0.2345 0.73396 0.90 0.00 0.00 0.10
#> AATGGCTGTAAAGG-1 4 0.4994 0.33249 0.48 0.00 0.00 0.52
#> AATGGCTGTACTCT-1 3 0.0000 0.72736 0.00 0.00 1.00 0.00
#> ACAAATTGTTGCGA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ACAACCGAGGGATG-1 4 0.3975 0.66009 0.24 0.00 0.00 0.76
#> ACAATTGACTGACA-1 1 0.2011 0.75725 0.92 0.00 0.00 0.08
#> ACAATTGATGACTG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ACACAGACCATACG-1 1 0.0707 0.77046 0.98 0.00 0.00 0.02
#> ACACCCTGGTGTTG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ACACGATGACGCAT-1 4 0.3821 0.47355 0.04 0.00 0.12 0.84
#> ACAGACACGGCATT-1 1 0.4994 -0.21200 0.52 0.00 0.00 0.48
#> ACAGGTACTGGTGT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ACAGTCGACCGATA-1 1 0.4977 -0.05042 0.54 0.00 0.00 0.46
#> ACCACGCTACCCAA-1 1 0.2011 0.76882 0.92 0.00 0.00 0.08
#> ACCATTACGAGATA-1 3 0.4994 0.23414 0.00 0.00 0.52 0.48
#> ACCCAAGAACTGTG-1 1 0.2011 0.74757 0.92 0.00 0.00 0.08
#> ACCCACTGGTTCAG-1 3 0.0000 0.72736 0.00 0.00 1.00 0.00
#> ACCCTCGACCTATT-1 4 0.4907 0.45153 0.42 0.00 0.00 0.58
#> ACCTGGCTAAGTAG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ACGAACACCTTGTT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ACGATCGAGGACTT-1 4 0.4624 0.58103 0.34 0.00 0.00 0.66
#> ACGATTCTACGGGA-1 1 0.3610 0.65727 0.80 0.00 0.00 0.20
#> ACGCAATGGTTCAG-1 2 0.4948 0.17035 0.00 0.56 0.44 0.00
#> ACGCGGTGTTTGCT-1 1 0.2647 0.72179 0.88 0.00 0.00 0.12
#> ACGCTGCTGTTCTT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ACGGAACTCAGATC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ACGGTAACCGCTAA-1 4 0.5062 0.56241 0.30 0.00 0.02 0.68
#> ACGGTAACCTTCGC-1 1 0.3400 0.68266 0.82 0.00 0.00 0.18
#> ACGTCGCTCCTGAA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ACGTGATGTGACAC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ACGTGCCTTCTATC-1 1 0.3853 0.69805 0.82 0.00 0.02 0.16
#> ACGTTGGAAACCTG-1 1 0.5000 -0.07234 0.50 0.00 0.00 0.50
#> ACGTTGGAGCCAAT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ACTATCACCTTGGA-1 1 0.4134 0.60733 0.74 0.00 0.00 0.26
#> ACTGAGACAACCAC-1 4 0.4977 0.39416 0.46 0.00 0.00 0.54
#> ACTGCCACACACGT-1 4 0.4907 0.49191 0.42 0.00 0.00 0.58
#> ACTGCCACTCCGTC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ACTGGCCTTCAGTG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ACTGTGGACGTGTA-1 1 0.3801 0.70782 0.78 0.00 0.00 0.22
#> ACTTCAACAAGCAA-1 4 0.4755 0.42260 0.20 0.00 0.04 0.76
#> ACTTCAACGTAGGG-1 2 0.2921 0.81751 0.00 0.86 0.14 0.00
#> AGAACAGAAATGCC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> AGAATGGAAGAAGT-1 1 0.0707 0.77287 0.98 0.00 0.00 0.02
#> AGATATACCCGTAA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> AGATTCCTGTTCAG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> AGCATGACGATGAA-1 1 0.3172 0.70406 0.84 0.00 0.00 0.16
#> AGCCACCTGGATCT-1 1 0.2921 0.75601 0.86 0.00 0.00 0.14
#> AGCCTCTGCCAATG-1 2 0.2921 0.82170 0.00 0.86 0.00 0.14
#> AGCGATTGAGATCC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> AGGAACCTTGCCTC-1 4 0.4855 0.44570 0.40 0.00 0.00 0.60
#> AGGATAGAGGATTC-1 1 0.1211 0.75963 0.96 0.00 0.00 0.04
#> AGGATGCTTTAGGC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> AGGGACGAGTCAAC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> AGGGACGATGCATG-1 1 0.3400 0.74542 0.82 0.00 0.00 0.18
#> AGGGCGCTATGGTC-1 4 0.6554 0.02979 0.08 0.00 0.40 0.52
#> AGGGTGGAGTTGCA-1 1 0.3400 0.68206 0.82 0.00 0.00 0.18
#> AGTAATACATCACG-1 4 0.4948 0.36685 0.44 0.00 0.00 0.56
#> AGTACTCTCAACCA-1 1 0.2345 0.76871 0.90 0.00 0.00 0.10
#> AGTCACGATGAGCT-1 4 0.4790 0.41657 0.38 0.00 0.00 0.62
#> AGTCAGACTAGAGA-1 4 0.4522 0.62677 0.32 0.00 0.00 0.68
#> AGTCTTACTTCGGA-1 3 0.0000 0.72736 0.00 0.00 1.00 0.00
#> AGTTCTTGAAGCCT-1 1 0.2345 0.74709 0.90 0.00 0.00 0.10
#> AGTTTCACGGTCTA-1 4 0.6382 -0.05418 0.08 0.00 0.34 0.58
#> AGTTTGCTACTGGT-1 4 0.3975 0.66009 0.24 0.00 0.00 0.76
#> ATACCACTGCCAAT-1 4 0.3975 0.66009 0.24 0.00 0.00 0.76
#> ATACTCTGGTATGC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ATCAACCTTCTCTA-1 4 0.3801 0.65440 0.22 0.00 0.00 0.78
#> ATCATCTGACACCA-1 3 0.0000 0.72736 0.00 0.00 1.00 0.00
#> ATCATGCTAGAGTA-1 1 0.1637 0.76525 0.94 0.00 0.00 0.06
#> ATCCCGTGCAGTCA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ATCCTAACGCTACA-1 4 0.4755 0.54264 0.20 0.00 0.04 0.76
#> ATCGAGTGGACGTT-1 1 0.0707 0.77287 0.98 0.00 0.00 0.02
#> ATCGCCACTGAGGG-1 1 0.3400 0.68266 0.82 0.00 0.00 0.18
#> ATCTTTCTTGTCCC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ATGAAGGAACAGCT-1 1 0.3610 0.65666 0.80 0.00 0.00 0.20
#> ATGAAGGACTTGCC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ATGATAACTTCACT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ATGATATGGTGCTA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ATGGACACGCATCA-1 2 0.3172 0.79187 0.00 0.84 0.16 0.00
#> ATGGGTACATCGGT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> ATGTACCTTTCACT-1 1 0.2647 0.76369 0.88 0.00 0.00 0.12
#> ATTAACGATGAGAA-1 3 0.3606 0.65528 0.00 0.14 0.84 0.02
#> ATTAACGATGCAAC-1 1 0.1637 0.75958 0.94 0.00 0.00 0.06
#> ATTCAGCTCATTGG-1 3 0.0000 0.72736 0.00 0.00 1.00 0.00
#> ATTCCAACTTAGGC-1 2 0.6941 0.15490 0.12 0.52 0.00 0.36
#> ATTCGACTCACTAG-1 4 0.5636 0.58118 0.26 0.00 0.06 0.68
#> ATTTCGTGTATGGC-1 1 0.4790 0.26492 0.62 0.00 0.00 0.38
#> CAAAGCACGGTAAA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CAACGTGAGCCATA-1 1 0.3606 0.68192 0.84 0.00 0.02 0.14
#> CAAGAAGACCACAA-1 1 0.5535 -0.04247 0.56 0.00 0.02 0.42
#> CAAGCTGATCTATC-1 1 0.4936 0.50525 0.70 0.00 0.02 0.28
#> CAAGGACTTCTTTG-1 1 0.4713 0.28614 0.64 0.00 0.00 0.36
#> CAAGGTTGTCTGGA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CAATATGACCTTCG-1 1 0.2011 0.74757 0.92 0.00 0.00 0.08
#> CAATCTACTGACTG-1 2 0.0707 0.94806 0.00 0.98 0.00 0.02
#> CAATTCACCCAACA-1 1 0.0000 0.77149 1.00 0.00 0.00 0.00
#> CACATACTACAGCT-1 1 0.2921 0.72558 0.86 0.00 0.00 0.14
#> CACCACTGGCGAAG-1 4 0.3801 0.66218 0.22 0.00 0.00 0.78
#> CACCCATGTTCTGT-1 3 0.6766 0.10326 0.38 0.00 0.52 0.10
#> CACCGGGACGAGAG-1 1 0.1637 0.76521 0.94 0.00 0.00 0.06
#> CACCGGGACTTCTA-1 4 0.4994 -0.22715 0.00 0.00 0.48 0.52
#> CACCGGGACTTGCC-1 1 0.2647 0.73907 0.88 0.00 0.00 0.12
#> CACCGGGATTCGGA-1 1 0.0707 0.77145 0.98 0.00 0.00 0.02
#> CACCTGACACCCAA-1 1 0.1211 0.77015 0.96 0.00 0.00 0.04
#> CACCTGACCTCAAG-1 1 0.1211 0.77423 0.96 0.00 0.00 0.04
#> CACGGGTGCTTCGC-1 1 0.2921 0.70128 0.86 0.00 0.00 0.14
#> CACGGGTGGAGGAC-1 4 0.5661 0.61314 0.22 0.08 0.00 0.70
#> CACTATACGTTTGG-1 1 0.1211 0.76705 0.96 0.00 0.00 0.04
#> CACTTTGACTCTAT-1 1 0.2921 0.72301 0.86 0.00 0.00 0.14
#> CAGATGACATTCTC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CAGCAATGGAGGGT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CAGCGGACCTTTAC-1 2 0.0707 0.94883 0.00 0.98 0.00 0.02
#> CAGCTCTGCAAGCT-1 1 0.2647 0.71869 0.88 0.00 0.00 0.12
#> CAGCTCTGTGTGGT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CAGTGATGGCTAAC-1 1 0.6836 0.26786 0.58 0.28 0.00 0.14
#> CAGTTTACACACGT-1 4 0.4406 0.04574 0.00 0.30 0.00 0.70
#> CATCAGGACTTCCG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CATCAGGATAGCCA-1 2 0.1211 0.93091 0.00 0.96 0.04 0.00
#> CATGAGACGTTGAC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CATGTACTATCGTG-1 1 0.2011 0.75909 0.92 0.00 0.00 0.08
#> CATGTTACAGTCGT-1 4 0.4713 0.54944 0.36 0.00 0.00 0.64
#> CATTACACCAACTG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CATTTCGACTCTAT-1 4 0.4079 0.59327 0.18 0.00 0.02 0.80
#> CATTTCGAGATACC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CATTTGACCACACA-1 1 0.2921 0.75825 0.86 0.00 0.00 0.14
#> CATTTGACCCTGAA-1 1 0.4713 0.35182 0.64 0.00 0.00 0.36
#> CCAACCTGAAGTAG-1 1 0.2647 0.71985 0.88 0.00 0.00 0.12
#> CCAAGAACTACTGG-1 1 0.3172 0.68149 0.84 0.00 0.00 0.16
#> CCACCATGTCCTGC-1 1 0.4790 0.37112 0.62 0.00 0.00 0.38
#> CCGTACACGTCATG-1 1 0.2011 0.74582 0.92 0.00 0.00 0.08
#> CCTAAGGAGGGCAA-1 4 0.7581 0.45320 0.36 0.00 0.20 0.44
#> CCTCGAACACTTTC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CGAAGGGAAACCTG-1 1 0.4994 0.04450 0.52 0.00 0.00 0.48
#> CGACCACTAAAGTG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CGACCACTGCCAAT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CGAGAACTAAGGCG-1 1 0.0707 0.77348 0.98 0.00 0.00 0.02
#> CGAGATTGGACACT-1 1 0.1211 0.76374 0.96 0.00 0.00 0.04
#> CGAGATTGGCCATA-1 3 0.5062 0.40025 0.30 0.00 0.68 0.02
#> CGAGGCACCTATGG-1 1 0.3801 0.60938 0.78 0.00 0.00 0.22
#> CGAGGCTGACGCTA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CGATACGACAGGAG-1 4 0.4994 -0.22715 0.00 0.00 0.48 0.52
#> CGATCAGAAGAACA-1 1 0.0707 0.77145 0.98 0.00 0.00 0.02
#> CGATCCACCGGGAA-1 4 0.4406 0.63065 0.30 0.00 0.00 0.70
#> CGCCGAGAGCTTAG-1 2 0.0707 0.94878 0.00 0.98 0.00 0.02
#> CGCTACTGTTCCCG-1 1 0.0000 0.77149 1.00 0.00 0.00 0.00
#> CGGACCGATGCGTA-1 1 0.1211 0.77373 0.96 0.00 0.00 0.04
#> CGGACTCTCCTCGT-1 2 0.3030 0.86707 0.02 0.90 0.02 0.06
#> CGGCCAGAGAGGCA-1 1 0.4522 0.50892 0.68 0.00 0.00 0.32
#> CGGCGAACGACAAA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CGGCGAACTACTTC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CGGGACTGGAATAG-1 1 0.2921 0.73635 0.86 0.00 0.00 0.14
#> CGGGCATGACCCAA-1 3 0.1637 0.69053 0.06 0.00 0.94 0.00
#> CGGGCATGTCTCTA-1 4 0.3801 0.66218 0.22 0.00 0.00 0.78
#> CGTACCTGGCATCA-1 2 0.2011 0.89129 0.00 0.92 0.00 0.08
#> CGTCAAGACAGGAG-1 4 0.4522 0.38547 0.32 0.00 0.00 0.68
#> CGTGTAGACGATAC-1 4 0.4134 0.65187 0.26 0.00 0.00 0.74
#> CGTGTAGAGTTACG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CGTGTAGATTCGGA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CGTTATACCCTGAA-1 1 0.3610 0.63259 0.80 0.00 0.00 0.20
#> CTAAACCTCTGACA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CTAACGGAACCGAT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CTACAACTCCCGTT-1 1 0.2647 0.71869 0.88 0.00 0.00 0.12
#> CTACGCACTGGTCA-1 2 0.1411 0.92953 0.02 0.96 0.00 0.02
#> CTACTCCTATGTCG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CTAGAGACAGCATC-1 1 0.1637 0.77249 0.94 0.00 0.00 0.06
#> CTAGTTACGAAACA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CTATACTGCTACGA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CTATACTGTCTCAT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CTCGACTGGTTGAC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CTCGAGCTCTGGAT-1 3 0.4332 0.64104 0.00 0.16 0.80 0.04
#> CTGACAGAATCGTG-1 1 0.4277 0.53194 0.72 0.00 0.00 0.28
#> CTGAGAACGTAAAG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> CTGCCAACTGCTCC-1 1 0.3610 0.65727 0.80 0.00 0.00 0.20
#> CTGCGACTCCACCT-1 1 0.5594 -0.18816 0.52 0.00 0.02 0.46
#> CTGGAAACAAACGA-1 1 0.1637 0.75698 0.94 0.00 0.00 0.06
#> CTGGATGACTGGAT-1 1 0.3400 0.70669 0.82 0.00 0.00 0.18
#> CTGTGAGACCTTGC-1 1 0.3172 0.70780 0.84 0.00 0.00 0.16
#> CTTGATTGAGGTTC-1 1 0.3610 0.63307 0.80 0.00 0.00 0.20
#> CTTTAGTGACGGGA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GAAATACTTCCTCG-1 3 0.5000 0.20583 0.00 0.00 0.50 0.50
#> GAACCAACTTCCGC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GAAGCTACGGTTTG-1 4 0.5000 -0.24433 0.00 0.00 0.50 0.50
#> GAAGGTCTGAAAGT-1 4 0.4994 -0.20639 0.00 0.00 0.48 0.52
#> GAAGTAGACTCCCA-1 1 0.4855 0.18706 0.60 0.00 0.00 0.40
#> GAAGTGCTAAACGA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GAATGCACCTTCGC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GAATTAACGTCGTA-1 2 0.3172 0.79016 0.00 0.84 0.16 0.00
#> GACGCTCTCTCTCG-1 3 0.0000 0.72736 0.00 0.00 1.00 0.00
#> GACGGCACACGGGA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GAGATGCTCTGGAT-1 4 0.4713 0.56228 0.36 0.00 0.00 0.64
#> GAGCAGGATTCCCG-1 4 0.4624 0.59060 0.34 0.00 0.00 0.66
#> GAGCGCTGAAGATG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GAGGCAGACTTGCC-1 1 0.2011 0.74757 0.92 0.00 0.00 0.08
#> GAGGTACTGACACT-1 2 0.3610 0.74166 0.00 0.80 0.00 0.20
#> GAGGTGGATCCTCG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GAGTGACTCAGCTA-1 4 0.4994 -0.19871 0.00 0.00 0.48 0.52
#> GAGTGACTCGGTAT-1 1 0.4713 0.42091 0.64 0.00 0.00 0.36
#> GAGTTGTGCTGAGT-1 1 0.3610 0.68770 0.80 0.00 0.00 0.20
#> GAGTTGTGGTAGCT-1 3 0.0000 0.72736 0.00 0.00 1.00 0.00
#> GATAGAGAAGGGTG-1 1 0.1211 0.76625 0.96 0.00 0.00 0.04
#> GATATATGTCCGTC-1 1 0.0000 0.77149 1.00 0.00 0.00 0.00
#> GATATTGACAGGAG-1 4 0.5428 0.55645 0.38 0.00 0.02 0.60
#> GATCCCTGACCTTT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GATCCCTGTGTAGC-1 1 0.3400 0.67993 0.82 0.00 0.00 0.18
#> GCACACCTGTGCTA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GCACCACTTCCTTA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GCACTAGAGTCGTA-1 4 0.3801 0.66024 0.22 0.00 0.00 0.78
#> GCAGGGCTATCGAC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GCAGGGCTTGGGAG-1 4 0.4406 0.63053 0.30 0.00 0.00 0.70
#> GCCAAAACGAGGCA-1 4 0.4994 0.33271 0.48 0.00 0.00 0.52
#> GCCCAACTATGGTC-1 1 0.1211 0.77015 0.96 0.00 0.00 0.04
#> GCCCATACAGCGTT-1 4 0.4277 0.45356 0.28 0.00 0.00 0.72
#> GCCGGAACGAACTC-1 1 0.3801 0.68927 0.78 0.00 0.00 0.22
#> GCCGGAACGTTCTT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GCCGGAACTGCACA-1 2 0.1211 0.93074 0.00 0.96 0.04 0.00
#> GCCTACACAGTTCG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GCCTCAACTCTTTG-1 4 0.5489 0.16600 0.06 0.00 0.24 0.70
#> GCGCATCTTGCTCC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GCGCGATGGTGCAT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GCTAGATGGCGATT-1 1 0.3172 0.70373 0.84 0.00 0.00 0.16
#> GCTATACTAGCGTT-1 1 0.2921 0.72066 0.86 0.00 0.00 0.14
#> GCTCCATGAGAAGT-1 4 0.7200 -0.09487 0.06 0.04 0.36 0.54
#> GCTTAACTACTGGT-1 1 0.1637 0.75904 0.94 0.00 0.00 0.06
#> GGAACACTTCAGAC-1 3 0.0000 0.72736 0.00 0.00 1.00 0.00
#> GGAAGGTGGCGAGA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GGACCTCTTTTCTG-1 1 0.0707 0.77145 0.98 0.00 0.00 0.02
#> GGACGCTGTCCTCG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GGAGGCCTCGTTGA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GGATGTACGTGTCA-1 1 0.3801 0.62881 0.78 0.00 0.00 0.22
#> GGCAAGGAAAAAGC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GGCATATGCTTATC-1 2 0.2647 0.85354 0.00 0.88 0.00 0.12
#> GGCATATGGGGAGT-1 3 0.0000 0.72736 0.00 0.00 1.00 0.00
#> GGCCGAACTCTAGG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GGCGACACTGCCCT-1 4 0.3801 0.66218 0.22 0.00 0.00 0.78
#> GGCGGACTAGGAGC-1 4 0.4522 0.61317 0.32 0.00 0.00 0.68
#> GGCGGACTCTTGGA-1 1 0.4134 0.68229 0.74 0.00 0.00 0.26
#> GGCTAAACACCTGA-1 4 0.3975 0.66009 0.24 0.00 0.00 0.76
#> GGCTAATGAGCACT-1 1 0.3975 0.59598 0.76 0.00 0.00 0.24
#> GGGACCACACGTTG-1 1 0.2345 0.73396 0.90 0.00 0.00 0.10
#> GGGTTAACGTGCAT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GGTAAAGAGCTAAC-1 1 0.5657 0.51422 0.72 0.00 0.16 0.12
#> GGTGGAGAAACGGG-1 4 0.3975 0.66009 0.24 0.00 0.00 0.76
#> GGTGGAGACAGATC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GGTGGAGATTACTC-1 1 0.1211 0.76625 0.96 0.00 0.00 0.04
#> GGTTTACTACGCAT-1 4 0.3400 0.65083 0.18 0.00 0.00 0.82
#> GTACCCTGTCCTTA-1 1 0.1211 0.76374 0.96 0.00 0.00 0.04
#> GTACGTGAACGTTG-1 1 0.1211 0.77143 0.96 0.00 0.00 0.04
#> GTAGTGTGAGCGGA-1 2 0.2011 0.89240 0.00 0.92 0.00 0.08
#> GTATCTACAGAAGT-1 1 0.7198 0.25662 0.54 0.00 0.18 0.28
#> GTATCTACGACGAG-1 1 0.2345 0.74987 0.90 0.00 0.00 0.10
#> GTATTAGAAACAGA-1 4 0.4994 -0.22715 0.00 0.00 0.48 0.52
#> GTATTCACGGGTGA-1 1 0.3610 0.65585 0.80 0.00 0.00 0.20
#> GTCAATCTGTAGCT-1 4 0.3172 0.63727 0.16 0.00 0.00 0.84
#> GTCATACTGCGATT-1 3 0.7168 0.52115 0.08 0.28 0.60 0.04
#> GTCATACTTCGCCT-1 3 0.0000 0.72736 0.00 0.00 1.00 0.00
#> GTCATACTTTACCT-1 1 0.3801 0.62881 0.78 0.00 0.00 0.22
#> GTCGACCTGAATGA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GTGATTCTGGTTCA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GTGTATCTAGTAGA-1 4 0.3975 0.65671 0.24 0.00 0.00 0.76
#> GTGTCAGAAGCGTT-1 1 0.4134 0.56566 0.74 0.00 0.00 0.26
#> GTTAAAACCGAGAG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GTTCAACTGGGACA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GTTGACGAGCCCTT-1 1 0.2647 0.72442 0.88 0.00 0.00 0.12
#> GTTGACGATATCGG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> GTTGATCTTTTCAC-1 1 0.2921 0.75471 0.86 0.00 0.00 0.14
#> GTTTAAGACTGTCC-1 1 0.0707 0.77287 0.98 0.00 0.00 0.02
#> TAACACCTTGTTTC-1 3 0.0000 0.72736 0.00 0.00 1.00 0.00
#> TAACTCACTCTACT-1 2 0.0707 0.94725 0.00 0.98 0.00 0.02
#> TAAGAGGACTTGTT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TAAGGGCTGCTGTA-1 3 0.4855 0.33616 0.00 0.00 0.60 0.40
#> TAATGCCTCGTCTC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TACGATCTTACGAC-1 1 0.2647 0.73459 0.88 0.00 0.00 0.12
#> TACGCAGAGAATCC-1 4 0.3801 0.66218 0.22 0.00 0.00 0.78
#> TACGGCCTGGGACA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TACTACTGATGTCG-1 2 0.1637 0.90964 0.00 0.94 0.00 0.06
#> TACTCTGAATCGAC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TACTGTTGAGGCGA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TACTTGACTCCTCG-1 1 0.4134 0.55242 0.74 0.00 0.00 0.26
#> TAGAAACTGGGATG-1 3 0.4277 0.55379 0.00 0.28 0.72 0.00
#> TAGCATCTCAGCTA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TAGCCCACAGCCAT-1 4 0.4277 0.64539 0.28 0.00 0.00 0.72
#> TAGCCCACAGCTAC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TAGCCGCTTACTTC-1 4 0.4977 0.34758 0.46 0.00 0.00 0.54
#> TAGGCATGCTCTCG-1 3 0.3037 0.66443 0.02 0.00 0.88 0.10
#> TAGGCATGGCGAGA-1 1 0.2921 0.75471 0.86 0.00 0.00 0.14
#> TAGGGACTGAACTC-1 2 0.2011 0.89129 0.00 0.92 0.00 0.08
#> TAGGTGTGTTCTGT-1 4 0.6453 0.17785 0.08 0.00 0.36 0.56
#> TAGTCTTGTGGAAA-1 4 0.4134 0.65280 0.26 0.00 0.00 0.74
#> TAGTGGTGAAGTGA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TAGTTAGAACCACA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TATCCAACTCTCTA-1 4 0.4277 0.65269 0.28 0.00 0.00 0.72
#> TATCTGACAGGTTC-1 1 0.1211 0.77268 0.96 0.00 0.00 0.04
#> TATGAATGGAGGAC-1 2 0.6457 0.59722 0.12 0.72 0.08 0.08
#> TATGGGTGCATCAG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TATTTCCTGGAGGT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TCAACACTGTTTGG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TCAAGGACATTCTC-1 3 0.5106 0.51928 0.24 0.00 0.72 0.04
#> TCAATCACACTCTT-1 1 0.2647 0.76373 0.88 0.00 0.00 0.12
#> TCACCTCTACGACT-1 4 0.4977 0.38570 0.46 0.00 0.00 0.54
#> TCACTATGGGGCAA-1 1 0.3610 0.65727 0.80 0.00 0.00 0.20
#> TCAGACGACGTTAG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TCAGTGGAAGATCC-1 1 0.4522 0.43696 0.68 0.00 0.00 0.32
#> TCCATCCTCCCTAC-1 1 0.3610 0.63687 0.80 0.00 0.00 0.20
#> TCCCGAACACAGTC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TCCTAAACCGCATA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TCCTAATGGTTTGG-1 2 0.7877 -0.21826 0.36 0.36 0.00 0.28
#> TCCTATGAAAAGCA-1 1 0.0707 0.76828 0.98 0.00 0.00 0.02
#> TCGAATCTCTGGTA-1 1 0.0707 0.77348 0.98 0.00 0.00 0.02
#> TCGAGAACGTTAGC-1 4 0.4522 0.12476 0.00 0.00 0.32 0.68
#> TCGATTTGCAGCTA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TCTAACACCAGTTG-1 3 0.7261 0.55720 0.10 0.20 0.64 0.06
#> TCTAAGCTTAGTCG-1 1 0.2647 0.71674 0.88 0.00 0.00 0.12
#> TGAATAACTCCCAC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TGACGCCTTTACTC-1 4 0.4948 -0.11699 0.00 0.00 0.44 0.56
#> TGATAAACTCCGTC-1 2 0.3172 0.79493 0.00 0.84 0.00 0.16
#> TGATCACTAGCATC-1 4 0.4977 0.39416 0.46 0.00 0.00 0.54
#> TGCACAGACGACAT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TGCCACTGCGATAC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TGCTAGGAAACCGT-1 1 0.4994 -0.20998 0.52 0.00 0.00 0.48
#> TGCTATACTGCTGA-1 4 0.4522 0.61132 0.32 0.00 0.00 0.68
#> TGCTGAGAGAGCAG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TGGAACACAAACAG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TGGAGACTTGACCA-1 1 0.2345 0.73528 0.90 0.00 0.00 0.10
#> TGGTAGACCCTCAC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TGTAATGACACAAC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TGTAATGAGGTAAA-1 2 0.7487 0.31172 0.02 0.58 0.20 0.20
#> TGTAGTCTTGCACA-1 4 0.4406 0.62390 0.30 0.00 0.00 0.70
#> TGTGACGATTCTCA-1 4 0.4406 0.49433 0.30 0.00 0.00 0.70
#> TGTGAGTGGAGATA-1 1 0.2921 0.72087 0.86 0.00 0.00 0.14
#> TGTTACTGGCTACA-1 4 0.4277 0.64180 0.28 0.00 0.00 0.72
#> TGTTACTGTAGTCG-1 1 0.0707 0.76723 0.98 0.00 0.00 0.02
#> TTAACCACTAAGGA-1 1 0.0707 0.77348 0.98 0.00 0.00 0.02
#> TTACCATGTGTCTT-1 4 0.7493 0.44606 0.32 0.00 0.20 0.48
#> TTACGTACGTTCAG-1 3 0.0000 0.72736 0.00 0.00 1.00 0.00
#> TTACTCGATCTACT-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TTAGTCTGCCAACA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TTCCAAACTCCCAC-1 3 0.4994 0.08649 0.00 0.48 0.52 0.00
#> TTCCAAACTTGACG-1 1 0.1637 0.75904 0.94 0.00 0.00 0.06
#> TTCCCACTTGAGGG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TTCGTATGAAAAGC-1 1 0.1211 0.75963 0.96 0.00 0.00 0.04
#> TTCGTATGGATAGA-1 1 0.1211 0.76625 0.96 0.00 0.00 0.04
#> TTCTAGTGGAGAGC-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TTCTGATGGAGACG-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
#> TTGTCATGGACGGA-1 2 0.0000 0.96522 0.00 1.00 0.00 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample Seurat_class(p-value) k
#> ATC:skmeans 360 4.18e-64 2
#> ATC:skmeans 359 3.83e-109 3
#> ATC:skmeans 300 5.46e-86 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node0. Child nodes: Node021 , Node022 , Node031-leaf , Node032-leaf , Node041-leaf , Node042-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["04"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 3472 rows and 346 columns.
#> Top rows (302) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 2.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 0.845 0.909 0.961 0.483 0.520 0.520
#> 3 3 0.566 0.726 0.864 0.319 0.827 0.676
#> 4 4 0.491 0.521 0.745 0.117 0.923 0.802
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 2
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> AAACATTGAGCTAC-1 2 0.000 0.9587 0.00 1.00
#> AAACTTGAAAAACG-1 2 0.000 0.9587 0.00 1.00
#> AAAGGCCTGTCTAG-1 2 0.000 0.9587 0.00 1.00
#> AAAGTTTGATCACG-1 1 0.000 0.9589 1.00 0.00
#> AAAGTTTGGGGTGA-1 2 0.000 0.9587 0.00 1.00
#> AAATCAACAATGCC-1 2 0.000 0.9587 0.00 1.00
#> AAATCCCTGCTATG-1 1 0.000 0.9589 1.00 0.00
#> AACCGATGGTCATG-1 2 0.855 0.6251 0.28 0.72
#> AACGTGTGGCGGAA-1 1 0.999 0.0742 0.52 0.48
#> AACTTGCTACGCTA-1 2 0.000 0.9587 0.00 1.00
#> AAGAAGACGTAGGG-1 1 0.000 0.9589 1.00 0.00
#> AAGACAGAAGTCTG-1 1 0.000 0.9589 1.00 0.00
#> AAGAGATGGGTAGG-1 1 0.000 0.9589 1.00 0.00
#> AAGATGGAAAACAG-1 1 0.000 0.9589 1.00 0.00
#> AAGCACTGAGCAAA-1 2 0.000 0.9587 0.00 1.00
#> AAGCACTGGTTCTT-1 2 0.000 0.9587 0.00 1.00
#> AAGCGACTTACAGC-1 1 0.000 0.9589 1.00 0.00
#> AAGGTCACTGTTTC-1 1 0.000 0.9589 1.00 0.00
#> AAGTAACTGAGATA-1 1 0.000 0.9589 1.00 0.00
#> AAGTGGCTTGGAGG-1 1 0.000 0.9589 1.00 0.00
#> AATACCCTGGACGA-1 1 0.000 0.9589 1.00 0.00
#> AATAGGGAACCCTC-1 2 0.000 0.9587 0.00 1.00
#> AATCCGGAATGCTG-1 2 0.000 0.9587 0.00 1.00
#> AATGCGTGACACCA-1 2 0.000 0.9587 0.00 1.00
#> AATGCGTGGCTATG-1 2 0.000 0.9587 0.00 1.00
#> AATGGCTGACACCA-1 2 0.000 0.9587 0.00 1.00
#> AATTACGATTGGCA-1 1 0.000 0.9589 1.00 0.00
#> AATTCCTGCTCAGA-1 2 0.680 0.7820 0.18 0.82
#> AATTGTGACTTGGA-1 1 0.000 0.9589 1.00 0.00
#> ACAAGAGAGTTGAC-1 1 0.000 0.9589 1.00 0.00
#> ACAATCCTTAGCGT-1 2 0.141 0.9451 0.02 0.98
#> ACATGGTGCAACCA-1 2 0.000 0.9587 0.00 1.00
#> ACCAGTGAACGGTT-1 1 0.529 0.8501 0.88 0.12
#> ACCCAAGATTCACT-1 1 0.000 0.9589 1.00 0.00
#> ACCCGTTGATGACC-1 1 0.000 0.9589 1.00 0.00
#> ACCCTCGACGGTAT-1 1 0.000 0.9589 1.00 0.00
#> ACCGTGCTGGAACG-1 2 0.000 0.9587 0.00 1.00
#> ACCTATTGCTGAGT-1 1 0.000 0.9589 1.00 0.00
#> ACGAAGCTCTGAGT-1 2 0.000 0.9587 0.00 1.00
#> ACGACCCTTGACAC-1 2 0.141 0.9450 0.02 0.98
#> ACGAGTACCCTAAG-1 1 0.000 0.9589 1.00 0.00
#> ACGAGTACGAATCC-1 2 0.000 0.9587 0.00 1.00
#> ACGCACCTGTTAGC-1 1 0.000 0.9589 1.00 0.00
#> ACGCGGTGTGTGGT-1 2 0.000 0.9587 0.00 1.00
#> ACGGATTGGGAGGT-1 1 0.000 0.9589 1.00 0.00
#> ACGGTATGGGTATC-1 2 0.000 0.9587 0.00 1.00
#> ACGGTATGGTTGTG-1 1 0.000 0.9589 1.00 0.00
#> ACGTAGACTACAGC-1 1 0.000 0.9589 1.00 0.00
#> ACGTCGCTTCTCAT-1 1 0.000 0.9589 1.00 0.00
#> ACGTTGGATATGGC-1 1 0.000 0.9589 1.00 0.00
#> ACTCAGGATCTATC-1 2 0.402 0.8939 0.08 0.92
#> ACTCTCCTGCATAC-1 2 0.000 0.9587 0.00 1.00
#> ACTGAGACGTTGGT-1 2 0.000 0.9587 0.00 1.00
#> ACTGTGGATCTAGG-1 2 0.000 0.9587 0.00 1.00
#> ACTTCTGACATGCA-1 1 0.000 0.9589 1.00 0.00
#> ACTTGACTCCACAA-1 2 0.000 0.9587 0.00 1.00
#> AGAAACGAAAGTAG-1 1 0.000 0.9589 1.00 0.00
#> AGAACAGACGACTA-1 1 0.000 0.9589 1.00 0.00
#> AGACGTACCCCTAC-1 1 0.000 0.9589 1.00 0.00
#> AGACTTCTCATGCA-1 1 0.000 0.9589 1.00 0.00
#> AGAGATGACAGTCA-1 1 0.000 0.9589 1.00 0.00
#> AGAGATGATCTCGC-1 2 0.000 0.9587 0.00 1.00
#> AGAGTGCTGTGTTG-1 1 0.958 0.3960 0.62 0.38
#> AGATATACTGTTCT-1 2 0.000 0.9587 0.00 1.00
#> AGATCGTGTTTGTC-1 1 0.000 0.9589 1.00 0.00
#> AGATCTCTATCACG-1 1 0.000 0.9589 1.00 0.00
#> AGCATCGAAGGGTG-1 2 0.827 0.6618 0.26 0.74
#> AGCCTCTGCAGTTG-1 1 0.000 0.9589 1.00 0.00
#> AGCTTTACTCTCAT-1 2 0.000 0.9587 0.00 1.00
#> AGGATGCTACTAGC-1 1 0.141 0.9436 0.98 0.02
#> AGGGTGGACAGTCA-1 2 0.000 0.9587 0.00 1.00
#> AGGTCATGAGTGTC-1 1 0.000 0.9589 1.00 0.00
#> AGGTGTTGGTTACG-1 2 0.634 0.8067 0.16 0.84
#> AGTAATACCGAACT-1 1 0.000 0.9589 1.00 0.00
#> AGTACTCTACGTGT-1 1 0.000 0.9589 1.00 0.00
#> ATAAACACAGTGCT-1 2 0.000 0.9587 0.00 1.00
#> ATAAGTACGAATGA-1 1 0.000 0.9589 1.00 0.00
#> ATAATCGAGCTGAT-1 1 0.000 0.9589 1.00 0.00
#> ATACGGACGAGGTG-1 1 0.000 0.9589 1.00 0.00
#> ATACGGACTATGCG-1 1 0.000 0.9589 1.00 0.00
#> ATAGATTGGTGTAC-1 2 0.000 0.9587 0.00 1.00
#> ATCACGGATTTCGT-1 2 0.141 0.9451 0.02 0.98
#> ATCATGCTGAACCT-1 2 0.000 0.9587 0.00 1.00
#> ATCCCGTGCATGCA-1 1 0.000 0.9589 1.00 0.00
#> ATCCCGTGGCTGAT-1 2 0.000 0.9587 0.00 1.00
#> ATCCGCACGCATCA-1 2 0.000 0.9587 0.00 1.00
#> ATCCTAACGACGGA-1 1 0.000 0.9589 1.00 0.00
#> ATCGCAGAGTGTCA-1 2 0.000 0.9587 0.00 1.00
#> ATCGCCTGTGGCAT-1 1 0.000 0.9589 1.00 0.00
#> ATCGCGCTTTTCGT-1 1 0.760 0.7214 0.78 0.22
#> ATCTCAACAGGAGC-1 1 0.958 0.4052 0.62 0.38
#> ATGAAGGACCTGTC-1 2 0.141 0.9452 0.02 0.98
#> ATGAAGGACCTTAT-1 1 0.000 0.9589 1.00 0.00
#> ATGAAGGACTAGTG-1 1 0.000 0.9589 1.00 0.00
#> ATGACGTGACGACT-1 1 0.000 0.9589 1.00 0.00
#> ATGAGAGAAGTAGA-1 1 0.000 0.9589 1.00 0.00
#> ATGCACGAATGTCG-1 1 0.000 0.9589 1.00 0.00
#> ATGCACGAGAACCT-1 2 0.000 0.9587 0.00 1.00
#> ATGCAGTGTTACCT-1 1 0.000 0.9589 1.00 0.00
#> ATGCGATGGTTACG-1 2 0.000 0.9587 0.00 1.00
#> ATGCTTTGTAGTCG-1 1 0.000 0.9589 1.00 0.00
#> ATGGGTACAACCTG-1 1 0.000 0.9589 1.00 0.00
#> ATTGCTTGTTACTC-1 2 0.000 0.9587 0.00 1.00
#> ATTGGTCTGACTAC-1 2 0.000 0.9587 0.00 1.00
#> ATTGGTCTTGTCTT-1 1 0.000 0.9589 1.00 0.00
#> CAAAGCACCGTAAC-1 2 0.141 0.9451 0.02 0.98
#> CAAGACTGACCTGA-1 1 0.000 0.9589 1.00 0.00
#> CAAGACTGAGTAGA-1 2 0.000 0.9587 0.00 1.00
#> CAAGGTTGTCATTC-1 1 0.000 0.9589 1.00 0.00
#> CAAGTCGAAACAGA-1 2 0.000 0.9587 0.00 1.00
#> CACAGAACCCTTGC-1 2 0.000 0.9587 0.00 1.00
#> CACCGTACTAAGGA-1 1 0.000 0.9589 1.00 0.00
#> CACCTGACGAAAGT-1 2 0.000 0.9587 0.00 1.00
#> CACGAAACTTCCGC-1 1 0.990 0.2267 0.56 0.44
#> CACGACCTCGATAC-1 1 0.141 0.9435 0.98 0.02
#> CACGCTACTGTTCT-1 1 0.000 0.9589 1.00 0.00
#> CACTAACTCCTAAG-1 2 0.000 0.9587 0.00 1.00
#> CACTAGGATGATGC-1 1 0.000 0.9589 1.00 0.00
#> CACTATACCCCGTT-1 2 0.000 0.9587 0.00 1.00
#> CACTTAACCGTACA-1 1 0.141 0.9436 0.98 0.02
#> CAGATCGAATGTCG-1 2 0.141 0.9450 0.02 0.98
#> CAGGCCGACTAGCA-1 2 0.141 0.9451 0.02 0.98
#> CAGGGCACCATACG-1 1 0.000 0.9589 1.00 0.00
#> CAGGTTGAGGATCT-1 2 0.000 0.9587 0.00 1.00
#> CAGTGATGGACGGA-1 1 0.000 0.9589 1.00 0.00
#> CAGTGATGTAAGGA-1 2 0.000 0.9587 0.00 1.00
#> CAGTGATGTACGCA-1 1 0.000 0.9589 1.00 0.00
#> CAGTTACTAAGGTA-1 2 0.000 0.9587 0.00 1.00
#> CATATAGATCAGGT-1 2 0.000 0.9587 0.00 1.00
#> CATCATACGGAGCA-1 1 0.000 0.9589 1.00 0.00
#> CATCGCTGTGGCAT-1 1 0.327 0.9101 0.94 0.06
#> CATCTCCTATGTGC-1 2 0.925 0.5039 0.34 0.66
#> CATGAGACACGGGA-1 1 0.000 0.9589 1.00 0.00
#> CATTACACACGGAG-1 1 0.000 0.9589 1.00 0.00
#> CATTGTACTCGATG-1 2 0.000 0.9587 0.00 1.00
#> CATTTGTGACGACT-1 2 0.000 0.9587 0.00 1.00
#> CATTTGTGGGATCT-1 2 0.000 0.9587 0.00 1.00
#> CCAAGAACTCCTAT-1 1 0.000 0.9589 1.00 0.00
#> CCAGAAACCCTGTC-1 1 0.000 0.9589 1.00 0.00
#> CCAGACCTCTGAGT-1 1 0.000 0.9589 1.00 0.00
#> CCAGCTACCAGCTA-1 1 0.000 0.9589 1.00 0.00
#> CCAGGTCTACACCA-1 1 0.000 0.9589 1.00 0.00
#> CCAGTCACACTGTG-1 1 0.760 0.7206 0.78 0.22
#> CCATCCGAAGGTTC-1 1 0.000 0.9589 1.00 0.00
#> CCCAACACCTCGCT-1 2 0.000 0.9587 0.00 1.00
#> CCCAGACTGGTTTG-1 2 0.000 0.9587 0.00 1.00
#> CCCAGTTGTCTATC-1 1 0.000 0.9589 1.00 0.00
#> CCCTCAGACACTTT-1 2 0.000 0.9587 0.00 1.00
#> CCCTGAACTAAAGG-1 1 0.000 0.9589 1.00 0.00
#> CCCTGATGCAAGCT-1 2 0.402 0.8943 0.08 0.92
#> CCGCTATGGGACGA-1 1 0.141 0.9435 0.98 0.02
#> CCGTACACAGCGTT-1 2 0.000 0.9587 0.00 1.00
#> CCTACCGAGGGATG-1 2 0.000 0.9587 0.00 1.00
#> CCTAGAGAGGTGAG-1 1 0.000 0.9589 1.00 0.00
#> CCTGACTGTGTCTT-1 1 0.000 0.9589 1.00 0.00
#> CCTTAATGCCCAAA-1 1 0.469 0.8707 0.90 0.10
#> CCTTCACTCAGTCA-1 2 0.000 0.9587 0.00 1.00
#> CGAAGGGATCCGAA-1 2 0.000 0.9587 0.00 1.00
#> CGAAGTACCAACTG-1 1 0.000 0.9589 1.00 0.00
#> CGACAAACCGACAT-1 2 0.000 0.9587 0.00 1.00
#> CGAGGAGACCTCCA-1 1 0.000 0.9589 1.00 0.00
#> CGAGGGCTACGACT-1 1 0.000 0.9589 1.00 0.00
#> CGATACGATTCACT-1 1 0.958 0.3986 0.62 0.38
#> CGATCCACTTCCAT-1 1 0.000 0.9589 1.00 0.00
#> CGCACGGAGGACGA-1 1 0.000 0.9589 1.00 0.00
#> CGCACTACTCGCCT-1 1 0.000 0.9589 1.00 0.00
#> CGCCATTGGAGCAG-1 2 0.000 0.9587 0.00 1.00
#> CGCCATTGTACTGG-1 2 0.000 0.9587 0.00 1.00
#> CGCGAGACAGGTCT-1 2 0.000 0.9587 0.00 1.00
#> CGCGATCTTTCTTG-1 2 0.000 0.9587 0.00 1.00
#> CGGACTCTAAACAG-1 1 0.000 0.9589 1.00 0.00
#> CTAAACCTGTGCAT-1 2 0.000 0.9587 0.00 1.00
#> CTAAGGTGCCTAAG-1 1 0.000 0.9589 1.00 0.00
#> CTACTATGTAAAGG-1 1 0.000 0.9589 1.00 0.00
#> CTAGGATGAGCCTA-1 2 0.000 0.9587 0.00 1.00
#> CTAGGATGATCGTG-1 2 0.000 0.9587 0.00 1.00
#> CTATAAGATCGTTT-1 2 0.000 0.9587 0.00 1.00
#> CTATGTACTGTTTC-1 2 0.000 0.9587 0.00 1.00
#> CTGAAGACGTGCAT-1 2 0.000 0.9587 0.00 1.00
#> CTGAAGTGCAGCTA-1 1 0.141 0.9436 0.98 0.02
#> CTGGATGATGTGAC-1 1 0.000 0.9589 1.00 0.00
#> CTTAACACTATCGG-1 1 0.000 0.9589 1.00 0.00
#> CTTAAGCTCCGCTT-1 2 0.000 0.9587 0.00 1.00
#> CTTCATGAAGCATC-1 1 0.000 0.9589 1.00 0.00
#> CTTGTATGACACCA-1 2 0.000 0.9587 0.00 1.00
#> CTTGTATGCGCAAT-1 1 0.000 0.9589 1.00 0.00
#> GAAAGCCTACGTTG-1 1 0.855 0.6250 0.72 0.28
#> GAAATACTCTTAGG-1 1 0.000 0.9589 1.00 0.00
#> GAAGTCACCCTGTC-1 1 0.327 0.9105 0.94 0.06
#> GAAGTCTGTCGCAA-1 1 0.584 0.8264 0.86 0.14
#> GAATTAACTGAAGA-1 2 0.000 0.9587 0.00 1.00
#> GACAGGGAAGAGTA-1 1 0.000 0.9589 1.00 0.00
#> GACAGTTGAGTAGA-1 2 0.000 0.9587 0.00 1.00
#> GACCCTACTAAAGG-1 1 0.000 0.9589 1.00 0.00
#> GACGATTGCCAATG-1 1 0.000 0.9589 1.00 0.00
#> GACGTCCTGATAAG-1 2 0.000 0.9587 0.00 1.00
#> GACTACGATGGTCA-1 1 0.000 0.9589 1.00 0.00
#> GACTTTACGACAGG-1 2 0.958 0.4076 0.38 0.62
#> GAGAAATGTTCTCA-1 2 0.722 0.7568 0.20 0.80
#> GAGCGGCTGGGAGT-1 1 0.000 0.9589 1.00 0.00
#> GAGGATCTGAAAGT-1 1 0.000 0.9589 1.00 0.00
#> GAGTCTGATTTGGG-1 1 0.000 0.9589 1.00 0.00
#> GAGTGACTCTTGCC-1 2 0.634 0.8075 0.16 0.84
#> GAGTGACTGACTAC-1 1 0.000 0.9589 1.00 0.00
#> GAGTGGGAGTCTTT-1 1 0.469 0.8706 0.90 0.10
#> GAGTGGGATGCTGA-1 1 0.000 0.9589 1.00 0.00
#> GATCGATGACTAGC-1 2 0.402 0.8943 0.08 0.92
#> GATCGATGGTAAAG-1 1 0.000 0.9589 1.00 0.00
#> GATCTACTTTGCAG-1 1 0.881 0.5820 0.70 0.30
#> GATTCTTGCGAGTT-1 1 0.000 0.9589 1.00 0.00
#> GATTGGACCCGTTC-1 2 0.000 0.9587 0.00 1.00
#> GATTGGACGGTGTT-1 1 0.000 0.9589 1.00 0.00
#> GATTGGACTTTCGT-1 1 0.000 0.9589 1.00 0.00
#> GATTTAGACTAAGC-1 2 0.000 0.9587 0.00 1.00
#> GCACTAGAAGATGA-1 1 0.000 0.9589 1.00 0.00
#> GCACTAGACGTAAC-1 1 0.000 0.9589 1.00 0.00
#> GCCTAGCTACGGAG-1 1 0.000 0.9589 1.00 0.00
#> GCGAGCACTGTCGA-1 1 0.000 0.9589 1.00 0.00
#> GCGCGAACGTTCTT-1 1 0.795 0.6906 0.76 0.24
#> GCGGCAACGGAGGT-1 1 0.000 0.9589 1.00 0.00
#> GCTACAGAATCTTC-1 1 0.000 0.9589 1.00 0.00
#> GCTAGAACAGAGGC-1 1 0.000 0.9589 1.00 0.00
#> GGAACTTGGGTAGG-1 1 0.000 0.9589 1.00 0.00
#> GGAATCTGCTTAGG-1 1 0.000 0.9589 1.00 0.00
#> GGACAGGAGTGCTA-1 2 0.000 0.9587 0.00 1.00
#> GGAGCAGATTCAGG-1 1 0.000 0.9589 1.00 0.00
#> GGAGCCACCTTCTA-1 2 0.000 0.9587 0.00 1.00
#> GGATGTACCAAAGA-1 1 0.141 0.9435 0.98 0.02
#> GGCAATACGCTAAC-1 1 0.000 0.9589 1.00 0.00
#> GGCAATACGTTTCT-1 2 0.000 0.9587 0.00 1.00
#> GGGAACGACACAAC-1 1 0.000 0.9589 1.00 0.00
#> GGGACCTGTGGAGG-1 1 0.000 0.9589 1.00 0.00
#> GGGATGGACGACAT-1 1 0.402 0.8903 0.92 0.08
#> GGGCCAACGCGTTA-1 2 0.000 0.9587 0.00 1.00
#> GGGCCAACTCCAAG-1 2 0.402 0.8944 0.08 0.92
#> GGGTAACTCTAGTG-1 1 0.000 0.9589 1.00 0.00
#> GGTACATGAAAGCA-1 1 0.242 0.9272 0.96 0.04
#> GGTATCGATGAACC-1 1 0.000 0.9589 1.00 0.00
#> GGTGATACCGACTA-1 1 0.000 0.9589 1.00 0.00
#> GTAACGTGATCGGT-1 1 0.904 0.5430 0.68 0.32
#> GTAACGTGCAGCTA-1 2 0.881 0.5871 0.30 0.70
#> GTAACGTGGTTGAC-1 2 0.141 0.9451 0.02 0.98
#> GTAAGCACTCATTC-1 1 0.000 0.9589 1.00 0.00
#> GTAGCAACCATTTC-1 2 0.990 0.2276 0.44 0.56
#> GTAGCATGCACTCC-1 1 0.000 0.9589 1.00 0.00
#> GTCATACTAATCGC-1 1 0.971 0.3511 0.60 0.40
#> GTCGCACTTGAGAA-1 2 0.000 0.9587 0.00 1.00
#> GTGATGACCTGAGT-1 1 0.000 0.9589 1.00 0.00
#> GTGATTCTTAGCGT-1 1 0.000 0.9589 1.00 0.00
#> GTGTATCTAGCCTA-1 1 0.000 0.9589 1.00 0.00
#> GTGTATCTGTTACG-1 2 0.000 0.9587 0.00 1.00
#> GTTAAATGTCGACA-1 2 0.000 0.9587 0.00 1.00
#> GTTAGGTGGAACTC-1 1 0.000 0.9589 1.00 0.00
#> TAAACAACGAATCC-1 2 0.000 0.9587 0.00 1.00
#> TAACAATGTGCCCT-1 1 0.141 0.9436 0.98 0.02
#> TAACATGACACTAG-1 2 0.000 0.9587 0.00 1.00
#> TAACTCACGTACAC-1 1 0.827 0.6550 0.74 0.26
#> TAAGAGGACTAAGC-1 2 0.000 0.9587 0.00 1.00
#> TAAGTAACCGAGAG-1 1 0.000 0.9589 1.00 0.00
#> TAAGTAACCTCCAC-1 1 0.000 0.9589 1.00 0.00
#> TACATCACGCTAAC-1 1 0.881 0.5825 0.70 0.30
#> TACGCCACTCCGAA-1 2 0.795 0.6960 0.24 0.76
#> TACGGAACGCGTTA-1 1 0.000 0.9589 1.00 0.00
#> TACGTACTCCCGTT-1 1 0.855 0.6244 0.72 0.28
#> TACTAAGAAAGGTA-1 1 0.000 0.9589 1.00 0.00
#> TACTACACTTACCT-1 1 0.000 0.9589 1.00 0.00
#> TACTCAACTGCTAG-1 2 0.634 0.8082 0.16 0.84
#> TACTCTGATTGACG-1 2 0.971 0.3514 0.40 0.60
#> TACTGTTGCTGAAC-1 2 0.000 0.9587 0.00 1.00
#> TACTTGACTGGTGT-1 1 0.000 0.9589 1.00 0.00
#> TAGAGCACCTTACT-1 1 0.000 0.9589 1.00 0.00
#> TAGATTGACTTGTT-1 1 0.000 0.9589 1.00 0.00
#> TAGCTACTGAATAG-1 1 0.000 0.9589 1.00 0.00
#> TAGGAGCTAAGGCG-1 1 0.000 0.9589 1.00 0.00
#> TAGGAGCTTGCATG-1 1 0.000 0.9589 1.00 0.00
#> TAGGCAACCGTCTC-1 1 0.141 0.9436 0.98 0.02
#> TAGGTCGAGGATCT-1 1 0.000 0.9589 1.00 0.00
#> TAGGTGACACGTTG-1 1 0.327 0.9099 0.94 0.06
#> TAGTATGATCTTAC-1 1 0.981 0.2925 0.58 0.42
#> TATACCACCTGATG-1 1 0.000 0.9589 1.00 0.00
#> TATGGGTGCTAGCA-1 2 0.000 0.9587 0.00 1.00
#> TATGTCACGGAACG-1 2 0.000 0.9587 0.00 1.00
#> TATGTCACTTCTCA-1 2 0.904 0.5477 0.32 0.68
#> TATTGCTGCCGTTC-1 1 0.000 0.9589 1.00 0.00
#> TCACGAGAGGAGGT-1 2 0.242 0.9300 0.04 0.96
#> TCACTATGGTTGTG-1 1 0.000 0.9589 1.00 0.00
#> TCAGCGCTGGATCT-1 1 0.000 0.9589 1.00 0.00
#> TCCACTCTTACTTC-1 1 0.000 0.9589 1.00 0.00
#> TCCATAACCGTAGT-1 2 0.000 0.9587 0.00 1.00
#> TCCCTACTCAACTG-1 1 0.000 0.9589 1.00 0.00
#> TCGAGCCTATCAGC-1 1 0.000 0.9589 1.00 0.00
#> TCGATTTGTCGTGA-1 2 0.000 0.9587 0.00 1.00
#> TCGCCATGTGGTCA-1 1 0.584 0.8273 0.86 0.14
#> TCGGACCTATAAGG-1 1 0.855 0.6207 0.72 0.28
#> TCGGTAGATCCCAC-1 1 0.958 0.4055 0.62 0.38
#> TCTAAGCTTTCGCC-1 1 0.000 0.9589 1.00 0.00
#> TCTCAAACCTAAGC-1 1 0.000 0.9589 1.00 0.00
#> TGAAGCTGCATGGT-1 2 0.000 0.9587 0.00 1.00
#> TGACACGACCTTAT-1 1 0.000 0.9589 1.00 0.00
#> TGACTGGAGGACAG-1 2 0.000 0.9587 0.00 1.00
#> TGAGTCGAGTTACG-1 1 0.000 0.9589 1.00 0.00
#> TGATCACTTCTACT-1 1 0.000 0.9589 1.00 0.00
#> TGATCGGAGGAGCA-1 1 0.000 0.9589 1.00 0.00
#> TGATTAGATGACTG-1 1 0.000 0.9589 1.00 0.00
#> TGATTCACTGTCAG-1 2 0.925 0.5007 0.34 0.66
#> TGCCGACTCTCCCA-1 1 0.000 0.9589 1.00 0.00
#> TGCGAAACAGTCAC-1 2 0.000 0.9587 0.00 1.00
#> TGCGAAACGTTGCA-1 1 0.000 0.9589 1.00 0.00
#> TGCGATGACTAGTG-1 2 0.000 0.9587 0.00 1.00
#> TGCGATGACTGCTC-1 1 0.634 0.8042 0.84 0.16
#> TGCGATGACTTGCC-1 2 0.242 0.9300 0.04 0.96
#> TGCGTAGACGGGAA-1 1 0.584 0.8269 0.86 0.14
#> TGGAAAGACTCTCG-1 1 0.990 0.2239 0.56 0.44
#> TGGATGTGACCTAG-1 1 0.000 0.9589 1.00 0.00
#> TGGATGTGTGAAGA-1 2 0.000 0.9587 0.00 1.00
#> TGGCAATGCTTGTT-1 2 0.958 0.3999 0.38 0.62
#> TGGGTATGGTACGT-1 1 0.000 0.9589 1.00 0.00
#> TGTAGGTGCGAGAG-1 1 0.000 0.9589 1.00 0.00
#> TGTATGCTCATGGT-1 1 0.000 0.9589 1.00 0.00
#> TGTGATCTCTCTAT-1 2 0.141 0.9450 0.02 0.98
#> TGTGGATGGCCAAT-1 1 0.000 0.9589 1.00 0.00
#> TTACCATGTTGTGG-1 1 0.000 0.9589 1.00 0.00
#> TTAGGGTGCTGGAT-1 2 0.000 0.9587 0.00 1.00
#> TTAGTCTGAAAGCA-1 2 0.000 0.9587 0.00 1.00
#> TTATCCGACTAGTG-1 1 0.000 0.9589 1.00 0.00
#> TTATGCACGTCACA-1 1 0.000 0.9589 1.00 0.00
#> TTATTCCTGGACAG-1 2 0.000 0.9587 0.00 1.00
#> TTATTCCTGGTACT-1 1 0.000 0.9589 1.00 0.00
#> TTCAGTTGTCTCGC-1 1 0.141 0.9436 0.98 0.02
#> TTCCAAACCTCCCA-1 2 0.000 0.9587 0.00 1.00
#> TTCTCAGAAGCATC-1 2 0.000 0.9587 0.00 1.00
#> TTGAACCTCCTTGC-1 1 0.000 0.9589 1.00 0.00
#> TTGAATGATCTCAT-1 2 0.000 0.9587 0.00 1.00
#> TTGACACTGATAAG-1 1 0.000 0.9589 1.00 0.00
#> TTGGAGACTATGGC-1 1 0.958 0.4015 0.62 0.38
#> TTGGTACTGAATCC-1 1 0.000 0.9589 1.00 0.00
#> TTGGTACTGGATTC-1 2 0.242 0.9293 0.04 0.96
#> TTGTACACGTTGTG-1 1 0.000 0.9589 1.00 0.00
#> TTGTAGCTCTCTTA-1 2 0.722 0.7563 0.20 0.80
#> TTTAGAGATCCTCG-1 2 0.000 0.9587 0.00 1.00
#> TTTCAGTGTCACGA-1 1 0.000 0.9589 1.00 0.00
#> TTTCAGTGTGCAGT-1 1 0.000 0.9589 1.00 0.00
#> TTTCGAACACCTGA-1 2 0.000 0.9587 0.00 1.00
#> TTTCTACTGAGGCA-1 2 0.000 0.9587 0.00 1.00
#> TTTCTACTTCCTCG-1 1 0.000 0.9589 1.00 0.00
#> TTTGCATGAGAGGC-1 1 0.000 0.9589 1.00 0.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> AAACATTGAGCTAC-1 2 0.0000 0.902848 0.00 1.00 0.00
#> AAACTTGAAAAACG-1 2 0.0000 0.902848 0.00 1.00 0.00
#> AAAGGCCTGTCTAG-1 2 0.0000 0.902848 0.00 1.00 0.00
#> AAAGTTTGATCACG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> AAAGTTTGGGGTGA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> AAATCAACAATGCC-1 2 0.0000 0.902848 0.00 1.00 0.00
#> AAATCCCTGCTATG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> AACCGATGGTCATG-1 3 0.8892 0.145112 0.12 0.44 0.44
#> AACGTGTGGCGGAA-1 1 0.6924 0.135438 0.58 0.40 0.02
#> AACTTGCTACGCTA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> AAGAAGACGTAGGG-1 1 0.6302 -0.042500 0.52 0.00 0.48
#> AAGACAGAAGTCTG-1 3 0.5948 0.499116 0.36 0.00 0.64
#> AAGAGATGGGTAGG-1 1 0.2537 0.826155 0.92 0.00 0.08
#> AAGATGGAAAACAG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> AAGCACTGAGCAAA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> AAGCACTGGTTCTT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> AAGCGACTTACAGC-1 1 0.1529 0.844677 0.96 0.00 0.04
#> AAGGTCACTGTTTC-1 1 0.4555 0.715347 0.80 0.00 0.20
#> AAGTAACTGAGATA-1 1 0.0000 0.851891 1.00 0.00 0.00
#> AAGTGGCTTGGAGG-1 1 0.4002 0.768889 0.84 0.00 0.16
#> AATACCCTGGACGA-1 1 0.2066 0.835944 0.94 0.00 0.06
#> AATAGGGAACCCTC-1 2 0.0000 0.902848 0.00 1.00 0.00
#> AATCCGGAATGCTG-1 2 0.0000 0.902848 0.00 1.00 0.00
#> AATGCGTGACACCA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> AATGCGTGGCTATG-1 2 0.5016 0.702284 0.00 0.76 0.24
#> AATGGCTGACACCA-1 2 0.0892 0.893823 0.00 0.98 0.02
#> AATTACGATTGGCA-1 3 0.6192 0.347043 0.42 0.00 0.58
#> AATTCCTGCTCAGA-1 3 0.2959 0.684076 0.00 0.10 0.90
#> AATTGTGACTTGGA-1 1 0.4291 0.733400 0.82 0.00 0.18
#> ACAAGAGAGTTGAC-1 1 0.3686 0.789900 0.86 0.00 0.14
#> ACAATCCTTAGCGT-1 3 0.6651 0.391410 0.02 0.34 0.64
#> ACATGGTGCAACCA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> ACCAGTGAACGGTT-1 3 0.4291 0.703977 0.18 0.00 0.82
#> ACCCAAGATTCACT-1 1 0.0000 0.851891 1.00 0.00 0.00
#> ACCCGTTGATGACC-1 1 0.1529 0.844598 0.96 0.00 0.04
#> ACCCTCGACGGTAT-1 1 0.2537 0.822672 0.92 0.00 0.08
#> ACCGTGCTGGAACG-1 2 0.0000 0.902848 0.00 1.00 0.00
#> ACCTATTGCTGAGT-1 1 0.0892 0.848391 0.98 0.00 0.02
#> ACGAAGCTCTGAGT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> ACGACCCTTGACAC-1 2 0.3686 0.813821 0.00 0.86 0.14
#> ACGAGTACCCTAAG-1 1 0.0892 0.847923 0.98 0.00 0.02
#> ACGAGTACGAATCC-1 2 0.0000 0.902848 0.00 1.00 0.00
#> ACGCACCTGTTAGC-1 1 0.2537 0.826617 0.92 0.00 0.08
#> ACGCGGTGTGTGGT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> ACGGATTGGGAGGT-1 1 0.3686 0.784317 0.86 0.00 0.14
#> ACGGTATGGGTATC-1 2 0.5835 0.528874 0.00 0.66 0.34
#> ACGGTATGGTTGTG-1 1 0.4291 0.750900 0.82 0.00 0.18
#> ACGTAGACTACAGC-1 3 0.0000 0.705237 0.00 0.00 1.00
#> ACGTCGCTTCTCAT-1 1 0.0000 0.851891 1.00 0.00 0.00
#> ACGTTGGATATGGC-1 1 0.0000 0.851891 1.00 0.00 0.00
#> ACTCAGGATCTATC-1 3 0.2537 0.695804 0.00 0.08 0.92
#> ACTCTCCTGCATAC-1 2 0.0000 0.902848 0.00 1.00 0.00
#> ACTGAGACGTTGGT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> ACTGTGGATCTAGG-1 2 0.0000 0.902848 0.00 1.00 0.00
#> ACTTCTGACATGCA-1 1 0.0892 0.848617 0.98 0.00 0.02
#> ACTTGACTCCACAA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> AGAAACGAAAGTAG-1 1 0.1529 0.841444 0.96 0.00 0.04
#> AGAACAGACGACTA-1 1 0.3686 0.782791 0.86 0.00 0.14
#> AGACGTACCCCTAC-1 1 0.5706 0.544554 0.68 0.00 0.32
#> AGACTTCTCATGCA-1 1 0.0000 0.851891 1.00 0.00 0.00
#> AGAGATGACAGTCA-1 1 0.0000 0.851891 1.00 0.00 0.00
#> AGAGATGATCTCGC-1 2 0.0000 0.902848 0.00 1.00 0.00
#> AGAGTGCTGTGTTG-1 3 0.9315 0.582127 0.26 0.22 0.52
#> AGATATACTGTTCT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> AGATCGTGTTTGTC-1 3 0.2066 0.723459 0.06 0.00 0.94
#> AGATCTCTATCACG-1 1 0.1529 0.844007 0.96 0.00 0.04
#> AGCATCGAAGGGTG-1 3 0.6633 0.536522 0.04 0.26 0.70
#> AGCCTCTGCAGTTG-1 1 0.0892 0.848673 0.98 0.00 0.02
#> AGCTTTACTCTCAT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> AGGATGCTACTAGC-1 1 0.6651 0.423591 0.64 0.02 0.34
#> AGGGTGGACAGTCA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> AGGTCATGAGTGTC-1 1 0.0000 0.851891 1.00 0.00 0.00
#> AGGTGTTGGTTACG-1 3 0.9462 0.317349 0.18 0.40 0.42
#> AGTAATACCGAACT-1 1 0.0000 0.851891 1.00 0.00 0.00
#> AGTACTCTACGTGT-1 3 0.6192 0.346620 0.42 0.00 0.58
#> ATAAACACAGTGCT-1 2 0.0892 0.893823 0.00 0.98 0.02
#> ATAAGTACGAATGA-1 1 0.0892 0.847709 0.98 0.00 0.02
#> ATAATCGAGCTGAT-1 1 0.4555 0.717163 0.80 0.00 0.20
#> ATACGGACGAGGTG-1 1 0.2537 0.828848 0.92 0.00 0.08
#> ATACGGACTATGCG-1 1 0.0892 0.848622 0.98 0.00 0.02
#> ATAGATTGGTGTAC-1 2 0.0000 0.902848 0.00 1.00 0.00
#> ATCACGGATTTCGT-1 2 0.4291 0.767099 0.00 0.82 0.18
#> ATCATGCTGAACCT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> ATCCCGTGCATGCA-1 1 0.0000 0.851891 1.00 0.00 0.00
#> ATCCCGTGGCTGAT-1 2 0.2066 0.872441 0.00 0.94 0.06
#> ATCCGCACGCATCA-1 2 0.0892 0.893358 0.00 0.98 0.02
#> ATCCTAACGACGGA-1 1 0.2066 0.838046 0.94 0.00 0.06
#> ATCGCAGAGTGTCA-1 3 0.4555 0.605667 0.00 0.20 0.80
#> ATCGCCTGTGGCAT-1 1 0.0000 0.851891 1.00 0.00 0.00
#> ATCGCGCTTTTCGT-1 1 0.9566 -0.235666 0.44 0.20 0.36
#> ATCTCAACAGGAGC-1 3 0.1529 0.718120 0.04 0.00 0.96
#> ATGAAGGACCTGTC-1 3 0.7586 0.037854 0.04 0.48 0.48
#> ATGAAGGACCTTAT-1 1 0.1529 0.843467 0.96 0.00 0.04
#> ATGAAGGACTAGTG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> ATGACGTGACGACT-1 1 0.1529 0.844598 0.96 0.00 0.04
#> ATGAGAGAAGTAGA-1 3 0.4002 0.705220 0.16 0.00 0.84
#> ATGCACGAATGTCG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> ATGCACGAGAACCT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> ATGCAGTGTTACCT-1 1 0.2537 0.828892 0.92 0.00 0.08
#> ATGCGATGGTTACG-1 2 0.1529 0.883562 0.00 0.96 0.04
#> ATGCTTTGTAGTCG-1 1 0.5835 0.453616 0.66 0.00 0.34
#> ATGGGTACAACCTG-1 1 0.2959 0.814463 0.90 0.00 0.10
#> ATTGCTTGTTACTC-1 2 0.0892 0.893608 0.00 0.98 0.02
#> ATTGGTCTGACTAC-1 2 0.0000 0.902848 0.00 1.00 0.00
#> ATTGGTCTTGTCTT-1 1 0.0000 0.851891 1.00 0.00 0.00
#> CAAAGCACCGTAAC-1 2 0.2414 0.871669 0.02 0.94 0.04
#> CAAGACTGACCTGA-1 1 0.3340 0.794116 0.88 0.00 0.12
#> CAAGACTGAGTAGA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CAAGGTTGTCATTC-1 1 0.5397 0.603436 0.72 0.00 0.28
#> CAAGTCGAAACAGA-1 2 0.0892 0.893512 0.00 0.98 0.02
#> CACAGAACCCTTGC-1 2 0.0892 0.893796 0.00 0.98 0.02
#> CACCGTACTAAGGA-1 1 0.5948 0.436321 0.64 0.00 0.36
#> CACCTGACGAAAGT-1 2 0.6244 0.282902 0.00 0.56 0.44
#> CACGAAACTTCCGC-1 3 0.9162 0.509114 0.34 0.16 0.50
#> CACGACCTCGATAC-1 1 0.0892 0.847777 0.98 0.00 0.02
#> CACGCTACTGTTCT-1 3 0.6192 0.369625 0.42 0.00 0.58
#> CACTAACTCCTAAG-1 2 0.4291 0.763148 0.00 0.82 0.18
#> CACTAGGATGATGC-1 1 0.0000 0.851891 1.00 0.00 0.00
#> CACTATACCCCGTT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CACTTAACCGTACA-1 1 0.4291 0.747248 0.82 0.00 0.18
#> CAGATCGAATGTCG-1 2 0.4291 0.766684 0.00 0.82 0.18
#> CAGGCCGACTAGCA-1 2 0.5706 0.571811 0.00 0.68 0.32
#> CAGGGCACCATACG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> CAGGTTGAGGATCT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CAGTGATGGACGGA-1 1 0.0000 0.851891 1.00 0.00 0.00
#> CAGTGATGTAAGGA-1 2 0.3340 0.830192 0.00 0.88 0.12
#> CAGTGATGTACGCA-1 1 0.0000 0.851891 1.00 0.00 0.00
#> CAGTTACTAAGGTA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CATATAGATCAGGT-1 2 0.4796 0.715788 0.00 0.78 0.22
#> CATCATACGGAGCA-1 1 0.2066 0.840216 0.94 0.00 0.06
#> CATCGCTGTGGCAT-1 1 0.6109 0.685520 0.78 0.08 0.14
#> CATCTCCTATGTGC-1 3 0.9444 0.324309 0.18 0.38 0.44
#> CATGAGACACGGGA-1 1 0.1529 0.841959 0.96 0.00 0.04
#> CATTACACACGGAG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> CATTGTACTCGATG-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CATTTGTGACGACT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CATTTGTGGGATCT-1 2 0.1529 0.884268 0.00 0.96 0.04
#> CCAAGAACTCCTAT-1 1 0.6126 0.262085 0.60 0.00 0.40
#> CCAGAAACCCTGTC-1 1 0.4796 0.706856 0.78 0.00 0.22
#> CCAGACCTCTGAGT-1 1 0.0000 0.851891 1.00 0.00 0.00
#> CCAGCTACCAGCTA-1 1 0.3686 0.788799 0.86 0.00 0.14
#> CCAGGTCTACACCA-1 3 0.3340 0.721102 0.12 0.00 0.88
#> CCAGTCACACTGTG-1 3 0.7825 0.603345 0.30 0.08 0.62
#> CCATCCGAAGGTTC-1 1 0.4796 0.698539 0.78 0.00 0.22
#> CCCAACACCTCGCT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CCCAGACTGGTTTG-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CCCAGTTGTCTATC-1 1 0.3686 0.790967 0.86 0.00 0.14
#> CCCTCAGACACTTT-1 2 0.3686 0.811227 0.00 0.86 0.14
#> CCCTGAACTAAAGG-1 1 0.2066 0.837532 0.94 0.00 0.06
#> CCCTGATGCAAGCT-1 2 0.7059 0.133772 0.02 0.52 0.46
#> CCGCTATGGGACGA-1 1 0.6387 0.524240 0.68 0.02 0.30
#> CCGTACACAGCGTT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CCTACCGAGGGATG-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CCTAGAGAGGTGAG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> CCTGACTGTGTCTT-1 1 0.6244 0.193103 0.56 0.00 0.44
#> CCTTAATGCCCAAA-1 1 0.7555 0.065387 0.52 0.04 0.44
#> CCTTCACTCAGTCA-1 2 0.0892 0.894044 0.00 0.98 0.02
#> CGAAGGGATCCGAA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CGAAGTACCAACTG-1 1 0.6192 0.221808 0.58 0.00 0.42
#> CGACAAACCGACAT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CGAGGAGACCTCCA-1 3 0.5397 0.627187 0.28 0.00 0.72
#> CGAGGGCTACGACT-1 1 0.0000 0.851891 1.00 0.00 0.00
#> CGATACGATTCACT-1 3 0.4821 0.725671 0.12 0.04 0.84
#> CGATCCACTTCCAT-1 1 0.0000 0.851891 1.00 0.00 0.00
#> CGCACGGAGGACGA-1 3 0.5706 0.541303 0.32 0.00 0.68
#> CGCACTACTCGCCT-1 1 0.1529 0.843499 0.96 0.00 0.04
#> CGCCATTGGAGCAG-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CGCCATTGTACTGG-1 2 0.6192 0.352238 0.00 0.58 0.42
#> CGCGAGACAGGTCT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CGCGATCTTTCTTG-1 2 0.5706 0.551141 0.00 0.68 0.32
#> CGGACTCTAAACAG-1 1 0.3686 0.793104 0.86 0.00 0.14
#> CTAAACCTGTGCAT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CTAAGGTGCCTAAG-1 1 0.1529 0.843477 0.96 0.00 0.04
#> CTACTATGTAAAGG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> CTAGGATGAGCCTA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CTAGGATGATCGTG-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CTATAAGATCGTTT-1 2 0.5016 0.689468 0.00 0.76 0.24
#> CTATGTACTGTTTC-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CTGAAGACGTGCAT-1 2 0.0892 0.893823 0.00 0.98 0.02
#> CTGAAGTGCAGCTA-1 3 0.5397 0.615853 0.28 0.00 0.72
#> CTGGATGATGTGAC-1 1 0.0000 0.851891 1.00 0.00 0.00
#> CTTAACACTATCGG-1 3 0.5560 0.611329 0.30 0.00 0.70
#> CTTAAGCTCCGCTT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> CTTCATGAAGCATC-1 1 0.5706 0.551751 0.68 0.00 0.32
#> CTTGTATGACACCA-1 3 0.4796 0.590962 0.00 0.22 0.78
#> CTTGTATGCGCAAT-1 1 0.0000 0.851891 1.00 0.00 0.00
#> GAAAGCCTACGTTG-1 3 0.7725 0.695133 0.16 0.16 0.68
#> GAAATACTCTTAGG-1 1 0.5216 0.642328 0.74 0.00 0.26
#> GAAGTCACCCTGTC-1 3 0.6758 0.524416 0.36 0.02 0.62
#> GAAGTCTGTCGCAA-1 3 0.3832 0.728299 0.10 0.02 0.88
#> GAATTAACTGAAGA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> GACAGGGAAGAGTA-1 3 0.5948 0.490556 0.36 0.00 0.64
#> GACAGTTGAGTAGA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> GACCCTACTAAAGG-1 3 0.2537 0.720310 0.08 0.00 0.92
#> GACGATTGCCAATG-1 1 0.0892 0.848548 0.98 0.00 0.02
#> GACGTCCTGATAAG-1 2 0.5560 0.610754 0.00 0.70 0.30
#> GACTACGATGGTCA-1 1 0.4002 0.769446 0.84 0.00 0.16
#> GACTTTACGACAGG-1 2 0.9162 -0.039673 0.34 0.50 0.16
#> GAGAAATGTTCTCA-1 2 0.7344 0.450137 0.24 0.68 0.08
#> GAGCGGCTGGGAGT-1 1 0.0892 0.848745 0.98 0.00 0.02
#> GAGGATCTGAAAGT-1 1 0.2537 0.827628 0.92 0.00 0.08
#> GAGTCTGATTTGGG-1 1 0.2066 0.838488 0.94 0.00 0.06
#> GAGTGACTCTTGCC-1 2 0.7555 0.095752 0.04 0.52 0.44
#> GAGTGACTGACTAC-1 1 0.0000 0.851891 1.00 0.00 0.00
#> GAGTGGGAGTCTTT-1 1 0.6176 0.653308 0.78 0.10 0.12
#> GAGTGGGATGCTGA-1 1 0.0000 0.851891 1.00 0.00 0.00
#> GATCGATGACTAGC-1 2 0.6302 0.159130 0.00 0.52 0.48
#> GATCGATGGTAAAG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> GATCTACTTTGCAG-1 3 0.2066 0.721531 0.06 0.00 0.94
#> GATTCTTGCGAGTT-1 1 0.4291 0.751137 0.82 0.00 0.18
#> GATTGGACCCGTTC-1 2 0.0000 0.902848 0.00 1.00 0.00
#> GATTGGACGGTGTT-1 1 0.3340 0.804725 0.88 0.00 0.12
#> GATTGGACTTTCGT-1 1 0.5016 0.672708 0.76 0.00 0.24
#> GATTTAGACTAAGC-1 2 0.0000 0.902848 0.00 1.00 0.00
#> GCACTAGAAGATGA-1 1 0.5706 0.547983 0.68 0.00 0.32
#> GCACTAGACGTAAC-1 1 0.0000 0.851891 1.00 0.00 0.00
#> GCCTAGCTACGGAG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> GCGAGCACTGTCGA-1 1 0.0000 0.851891 1.00 0.00 0.00
#> GCGCGAACGTTCTT-1 3 0.5970 0.723454 0.16 0.06 0.78
#> GCGGCAACGGAGGT-1 1 0.2066 0.835635 0.94 0.00 0.06
#> GCTACAGAATCTTC-1 1 0.0000 0.851891 1.00 0.00 0.00
#> GCTAGAACAGAGGC-1 1 0.6309 -0.145019 0.50 0.00 0.50
#> GGAACTTGGGTAGG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> GGAATCTGCTTAGG-1 1 0.0892 0.848419 0.98 0.00 0.02
#> GGACAGGAGTGCTA-1 2 0.6045 0.443513 0.00 0.62 0.38
#> GGAGCAGATTCAGG-1 1 0.1529 0.843351 0.96 0.00 0.04
#> GGAGCCACCTTCTA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> GGATGTACCAAAGA-1 1 0.5706 0.526433 0.68 0.00 0.32
#> GGCAATACGCTAAC-1 1 0.2537 0.823401 0.92 0.00 0.08
#> GGCAATACGTTTCT-1 2 0.3686 0.811263 0.00 0.86 0.14
#> GGGAACGACACAAC-1 1 0.0000 0.851891 1.00 0.00 0.00
#> GGGACCTGTGGAGG-1 1 0.5397 0.610494 0.72 0.00 0.28
#> GGGATGGACGACAT-1 1 0.3832 0.788181 0.88 0.02 0.10
#> GGGCCAACGCGTTA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> GGGCCAACTCCAAG-1 3 0.6924 0.240837 0.02 0.40 0.58
#> GGGTAACTCTAGTG-1 1 0.5835 0.496226 0.66 0.00 0.34
#> GGTACATGAAAGCA-1 3 0.6387 0.592914 0.30 0.02 0.68
#> GGTATCGATGAACC-1 1 0.0000 0.851891 1.00 0.00 0.00
#> GGTGATACCGACTA-1 1 0.6280 0.000185 0.54 0.00 0.46
#> GTAACGTGATCGGT-1 3 0.3686 0.715695 0.14 0.00 0.86
#> GTAACGTGCAGCTA-1 2 0.9566 -0.199315 0.20 0.44 0.36
#> GTAACGTGGTTGAC-1 2 0.3686 0.813091 0.00 0.86 0.14
#> GTAAGCACTCATTC-1 1 0.2537 0.825877 0.92 0.00 0.08
#> GTAGCAACCATTTC-1 3 0.9178 0.611393 0.22 0.24 0.54
#> GTAGCATGCACTCC-1 1 0.0000 0.851891 1.00 0.00 0.00
#> GTCATACTAATCGC-1 3 0.9083 0.604219 0.28 0.18 0.54
#> GTCGCACTTGAGAA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> GTGATGACCTGAGT-1 1 0.0000 0.851891 1.00 0.00 0.00
#> GTGATTCTTAGCGT-1 1 0.1529 0.841959 0.96 0.00 0.04
#> GTGTATCTAGCCTA-1 1 0.1529 0.843520 0.96 0.00 0.04
#> GTGTATCTGTTACG-1 2 0.2537 0.860700 0.00 0.92 0.08
#> GTTAAATGTCGACA-1 2 0.2537 0.859074 0.00 0.92 0.08
#> GTTAGGTGGAACTC-1 1 0.2537 0.821461 0.92 0.00 0.08
#> TAAACAACGAATCC-1 2 0.0892 0.893903 0.00 0.98 0.02
#> TAACAATGTGCCCT-1 1 0.4796 0.709465 0.78 0.00 0.22
#> TAACATGACACTAG-1 2 0.0000 0.902848 0.00 1.00 0.00
#> TAACTCACGTACAC-1 3 0.4002 0.708403 0.16 0.00 0.84
#> TAAGAGGACTAAGC-1 2 0.4551 0.799704 0.02 0.84 0.14
#> TAAGTAACCGAGAG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> TAAGTAACCTCCAC-1 1 0.0000 0.851891 1.00 0.00 0.00
#> TACATCACGCTAAC-1 3 0.5416 0.732312 0.10 0.08 0.82
#> TACGCCACTCCGAA-1 2 0.7138 0.579990 0.16 0.72 0.12
#> TACGGAACGCGTTA-1 1 0.2066 0.835051 0.94 0.00 0.06
#> TACGTACTCCCGTT-1 3 0.4449 0.735037 0.10 0.04 0.86
#> TACTAAGAAAGGTA-1 1 0.0000 0.851891 1.00 0.00 0.00
#> TACTACACTTACCT-1 1 0.0000 0.851891 1.00 0.00 0.00
#> TACTCAACTGCTAG-1 2 0.7398 0.544804 0.12 0.70 0.18
#> TACTCTGATTGACG-1 3 0.5416 0.724689 0.08 0.10 0.82
#> TACTGTTGCTGAAC-1 2 0.0000 0.902848 0.00 1.00 0.00
#> TACTTGACTGGTGT-1 1 0.0000 0.851891 1.00 0.00 0.00
#> TAGAGCACCTTACT-1 1 0.0892 0.848673 0.98 0.00 0.02
#> TAGATTGACTTGTT-1 1 0.0000 0.851891 1.00 0.00 0.00
#> TAGCTACTGAATAG-1 1 0.2537 0.830062 0.92 0.00 0.08
#> TAGGAGCTAAGGCG-1 3 0.6126 0.389953 0.40 0.00 0.60
#> TAGGAGCTTGCATG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> TAGGCAACCGTCTC-1 3 0.6126 0.445390 0.40 0.00 0.60
#> TAGGTCGAGGATCT-1 1 0.0000 0.851891 1.00 0.00 0.00
#> TAGGTGACACGTTG-1 3 0.2959 0.719642 0.10 0.00 0.90
#> TAGTATGATCTTAC-1 3 0.9657 0.532700 0.30 0.24 0.46
#> TATACCACCTGATG-1 3 0.2959 0.720091 0.10 0.00 0.90
#> TATGGGTGCTAGCA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> TATGTCACGGAACG-1 2 0.0000 0.902848 0.00 1.00 0.00
#> TATGTCACTTCTCA-1 3 0.5147 0.631815 0.02 0.18 0.80
#> TATTGCTGCCGTTC-1 1 0.0000 0.851891 1.00 0.00 0.00
#> TCACGAGAGGAGGT-1 2 0.3042 0.854677 0.04 0.92 0.04
#> TCACTATGGTTGTG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> TCAGCGCTGGATCT-1 1 0.0892 0.848745 0.98 0.00 0.02
#> TCCACTCTTACTTC-1 3 0.6126 0.380211 0.40 0.00 0.60
#> TCCATAACCGTAGT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> TCCCTACTCAACTG-1 1 0.6126 0.331001 0.60 0.00 0.40
#> TCGAGCCTATCAGC-1 1 0.5560 0.517551 0.70 0.00 0.30
#> TCGATTTGTCGTGA-1 2 0.4555 0.746032 0.00 0.80 0.20
#> TCGCCATGTGGTCA-1 3 0.2959 0.720552 0.10 0.00 0.90
#> TCGGACCTATAAGG-1 1 0.8472 0.014990 0.54 0.10 0.36
#> TCGGTAGATCCCAC-1 1 0.9462 -0.219605 0.42 0.40 0.18
#> TCTAAGCTTTCGCC-1 1 0.0000 0.851891 1.00 0.00 0.00
#> TCTCAAACCTAAGC-1 1 0.0000 0.851891 1.00 0.00 0.00
#> TGAAGCTGCATGGT-1 2 0.1529 0.883039 0.00 0.96 0.04
#> TGACACGACCTTAT-1 1 0.0000 0.851891 1.00 0.00 0.00
#> TGACTGGAGGACAG-1 2 0.5216 0.665793 0.00 0.74 0.26
#> TGAGTCGAGTTACG-1 1 0.1529 0.845733 0.96 0.00 0.04
#> TGATCACTTCTACT-1 1 0.0892 0.847777 0.98 0.00 0.02
#> TGATCGGAGGAGCA-1 1 0.1529 0.843477 0.96 0.00 0.04
#> TGATTAGATGACTG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> TGATTCACTGTCAG-1 3 0.8202 0.574784 0.12 0.26 0.62
#> TGCCGACTCTCCCA-1 3 0.6045 0.411847 0.38 0.00 0.62
#> TGCGAAACAGTCAC-1 2 0.3686 0.814194 0.00 0.86 0.14
#> TGCGAAACGTTGCA-1 1 0.3686 0.776256 0.86 0.00 0.14
#> TGCGATGACTAGTG-1 2 0.0000 0.902848 0.00 1.00 0.00
#> TGCGATGACTGCTC-1 3 0.0892 0.704411 0.00 0.02 0.98
#> TGCGATGACTTGCC-1 2 0.6000 0.682581 0.04 0.76 0.20
#> TGCGTAGACGGGAA-1 3 0.4796 0.682679 0.22 0.00 0.78
#> TGGAAAGACTCTCG-1 3 0.2414 0.721571 0.04 0.02 0.94
#> TGGATGTGACCTAG-1 1 0.4555 0.735081 0.80 0.00 0.20
#> TGGATGTGTGAAGA-1 2 0.0892 0.893823 0.00 0.98 0.02
#> TGGCAATGCTTGTT-1 3 0.8143 0.398471 0.08 0.36 0.56
#> TGGGTATGGTACGT-1 1 0.0000 0.851891 1.00 0.00 0.00
#> TGTAGGTGCGAGAG-1 1 0.0000 0.851891 1.00 0.00 0.00
#> TGTATGCTCATGGT-1 1 0.5835 0.504325 0.66 0.00 0.34
#> TGTGATCTCTCTAT-1 2 0.5416 0.758346 0.08 0.82 0.10
#> TGTGGATGGCCAAT-1 1 0.6302 0.062769 0.52 0.00 0.48
#> TTACCATGTTGTGG-1 1 0.1529 0.844419 0.96 0.00 0.04
#> TTAGGGTGCTGGAT-1 2 0.2537 0.858457 0.00 0.92 0.08
#> TTAGTCTGAAAGCA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> TTATCCGACTAGTG-1 1 0.5016 0.669379 0.76 0.00 0.24
#> TTATGCACGTCACA-1 1 0.5397 0.617025 0.72 0.00 0.28
#> TTATTCCTGGACAG-1 2 0.0892 0.893358 0.00 0.98 0.02
#> TTATTCCTGGTACT-1 1 0.4002 0.771091 0.84 0.00 0.16
#> TTCAGTTGTCTCGC-1 3 0.5397 0.617395 0.28 0.00 0.72
#> TTCCAAACCTCCCA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> TTCTCAGAAGCATC-1 2 0.2959 0.844726 0.00 0.90 0.10
#> TTGAACCTCCTTGC-1 1 0.5948 0.420282 0.64 0.00 0.36
#> TTGAATGATCTCAT-1 2 0.0000 0.902848 0.00 1.00 0.00
#> TTGACACTGATAAG-1 1 0.5397 0.632594 0.72 0.00 0.28
#> TTGGAGACTATGGC-1 3 0.6407 0.724403 0.16 0.08 0.76
#> TTGGTACTGAATCC-1 3 0.5948 0.478634 0.36 0.00 0.64
#> TTGGTACTGGATTC-1 3 0.2959 0.679744 0.00 0.10 0.90
#> TTGTACACGTTGTG-1 3 0.6309 0.083402 0.50 0.00 0.50
#> TTGTAGCTCTCTTA-1 2 0.8199 0.403136 0.20 0.64 0.16
#> TTTAGAGATCCTCG-1 2 0.0892 0.893454 0.00 0.98 0.02
#> TTTCAGTGTCACGA-1 1 0.5835 0.489044 0.66 0.00 0.34
#> TTTCAGTGTGCAGT-1 1 0.1529 0.844863 0.96 0.00 0.04
#> TTTCGAACACCTGA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> TTTCTACTGAGGCA-1 2 0.0000 0.902848 0.00 1.00 0.00
#> TTTCTACTTCCTCG-1 1 0.5948 0.443005 0.64 0.00 0.36
#> TTTGCATGAGAGGC-1 1 0.4002 0.767178 0.84 0.00 0.16
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> AAACATTGAGCTAC-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> AAACTTGAAAAACG-1 2 0.0707 0.83154 0.00 0.98 0.00 0.02
#> AAAGGCCTGTCTAG-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> AAAGTTTGATCACG-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> AAAGTTTGGGGTGA-1 2 0.1637 0.82188 0.00 0.94 0.00 0.06
#> AAATCAACAATGCC-1 2 0.1211 0.82894 0.00 0.96 0.00 0.04
#> AAATCCCTGCTATG-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> AACCGATGGTCATG-1 3 0.8621 -0.11499 0.04 0.22 0.40 0.34
#> AACGTGTGGCGGAA-1 1 0.9557 -0.34302 0.34 0.24 0.12 0.30
#> AACTTGCTACGCTA-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> AAGAAGACGTAGGG-1 3 0.7602 0.15277 0.38 0.00 0.42 0.20
#> AAGACAGAAGTCTG-1 3 0.7485 0.16970 0.38 0.00 0.44 0.18
#> AAGAGATGGGTAGG-1 1 0.6513 0.58568 0.64 0.00 0.18 0.18
#> AAGATGGAAAACAG-1 1 0.2011 0.77785 0.92 0.00 0.08 0.00
#> AAGCACTGAGCAAA-1 2 0.0707 0.83215 0.00 0.98 0.00 0.02
#> AAGCACTGGTTCTT-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> AAGCGACTTACAGC-1 1 0.3611 0.75751 0.86 0.00 0.08 0.06
#> AAGGTCACTGTTTC-1 1 0.6366 0.52751 0.64 0.00 0.24 0.12
#> AAGTAACTGAGATA-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> AAGTGGCTTGGAGG-1 1 0.5956 0.59600 0.68 0.00 0.22 0.10
#> AATACCCTGGACGA-1 1 0.3335 0.76644 0.86 0.00 0.12 0.02
#> AATAGGGAACCCTC-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> AATCCGGAATGCTG-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> AATGCGTGACACCA-1 2 0.0707 0.83215 0.00 0.98 0.00 0.02
#> AATGCGTGGCTATG-1 2 0.6617 0.39964 0.00 0.60 0.12 0.28
#> AATGGCTGACACCA-1 2 0.0707 0.83168 0.00 0.98 0.00 0.02
#> AATTACGATTGGCA-1 3 0.7805 0.19719 0.28 0.00 0.42 0.30
#> AATTCCTGCTCAGA-1 3 0.5355 0.14837 0.00 0.02 0.62 0.36
#> AATTGTGACTTGGA-1 1 0.7028 0.32696 0.56 0.00 0.28 0.16
#> ACAAGAGAGTTGAC-1 1 0.5327 0.68191 0.72 0.00 0.22 0.06
#> ACAATCCTTAGCGT-1 3 0.7768 -0.12732 0.00 0.24 0.40 0.36
#> ACATGGTGCAACCA-1 2 0.3172 0.77186 0.00 0.84 0.00 0.16
#> ACCAGTGAACGGTT-1 3 0.5489 0.25195 0.06 0.00 0.70 0.24
#> ACCCAAGATTCACT-1 1 0.4610 0.74302 0.80 0.00 0.10 0.10
#> ACCCGTTGATGACC-1 1 0.2411 0.78378 0.92 0.00 0.04 0.04
#> ACCCTCGACGGTAT-1 1 0.3853 0.74851 0.82 0.00 0.16 0.02
#> ACCGTGCTGGAACG-1 2 0.3975 0.69658 0.00 0.76 0.00 0.24
#> ACCTATTGCTGAGT-1 1 0.2345 0.77513 0.90 0.00 0.10 0.00
#> ACGAAGCTCTGAGT-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> ACGACCCTTGACAC-1 2 0.5428 0.45584 0.00 0.60 0.02 0.38
#> ACGAGTACCCTAAG-1 1 0.2411 0.78302 0.92 0.00 0.04 0.04
#> ACGAGTACGAATCC-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> ACGCACCTGTTAGC-1 1 0.5151 0.69066 0.76 0.00 0.14 0.10
#> ACGCGGTGTGTGGT-1 2 0.0707 0.83285 0.00 0.98 0.00 0.02
#> ACGGATTGGGAGGT-1 1 0.3606 0.74921 0.84 0.00 0.14 0.02
#> ACGGTATGGGTATC-1 3 0.7855 -0.16044 0.00 0.30 0.40 0.30
#> ACGGTATGGTTGTG-1 1 0.7095 0.39068 0.56 0.00 0.18 0.26
#> ACGTAGACTACAGC-1 3 0.5767 0.23977 0.06 0.00 0.66 0.28
#> ACGTCGCTTCTCAT-1 1 0.1411 0.78407 0.96 0.00 0.02 0.02
#> ACGTTGGATATGGC-1 1 0.3037 0.77891 0.88 0.00 0.10 0.02
#> ACTCAGGATCTATC-1 4 0.7499 0.06204 0.00 0.18 0.40 0.42
#> ACTCTCCTGCATAC-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> ACTGAGACGTTGGT-1 2 0.2345 0.81023 0.00 0.90 0.00 0.10
#> ACTGTGGATCTAGG-1 2 0.1211 0.82789 0.00 0.96 0.00 0.04
#> ACTTCTGACATGCA-1 1 0.3335 0.77091 0.86 0.00 0.12 0.02
#> ACTTGACTCCACAA-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> AGAAACGAAAGTAG-1 1 0.1211 0.78471 0.96 0.00 0.00 0.04
#> AGAACAGACGACTA-1 1 0.3400 0.75496 0.82 0.00 0.18 0.00
#> AGACGTACCCCTAC-1 1 0.6797 0.51218 0.60 0.00 0.24 0.16
#> AGACTTCTCATGCA-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> AGAGATGACAGTCA-1 1 0.1211 0.78034 0.96 0.00 0.04 0.00
#> AGAGATGATCTCGC-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> AGAGTGCTGTGTTG-1 4 0.9249 -0.03981 0.16 0.12 0.34 0.38
#> AGATATACTGTTCT-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> AGATCGTGTTTGTC-1 3 0.5860 0.19205 0.04 0.00 0.58 0.38
#> AGATCTCTATCACG-1 1 0.1211 0.78398 0.96 0.00 0.04 0.00
#> AGCATCGAAGGGTG-1 4 0.6248 0.14661 0.00 0.10 0.26 0.64
#> AGCCTCTGCAGTTG-1 1 0.3198 0.77798 0.88 0.00 0.08 0.04
#> AGCTTTACTCTCAT-1 2 0.0707 0.83285 0.00 0.98 0.00 0.02
#> AGGATGCTACTAGC-1 1 0.7779 -0.04637 0.46 0.02 0.38 0.14
#> AGGGTGGACAGTCA-1 2 0.5594 0.64873 0.00 0.72 0.10 0.18
#> AGGTCATGAGTGTC-1 1 0.2011 0.77839 0.92 0.00 0.08 0.00
#> AGGTGTTGGTTACG-1 4 0.7305 0.24531 0.04 0.22 0.12 0.62
#> AGTAATACCGAACT-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> AGTACTCTACGTGT-1 1 0.7357 0.16379 0.50 0.00 0.32 0.18
#> ATAAACACAGTGCT-1 2 0.3037 0.79398 0.00 0.88 0.02 0.10
#> ATAAGTACGAATGA-1 1 0.3335 0.76942 0.86 0.00 0.12 0.02
#> ATAATCGAGCTGAT-1 1 0.6299 0.44045 0.60 0.00 0.32 0.08
#> ATACGGACGAGGTG-1 1 0.2335 0.78000 0.92 0.00 0.06 0.02
#> ATACGGACTATGCG-1 1 0.0707 0.77883 0.98 0.00 0.02 0.00
#> ATAGATTGGTGTAC-1 2 0.0707 0.83154 0.00 0.98 0.00 0.02
#> ATCACGGATTTCGT-1 2 0.7004 0.33627 0.00 0.58 0.20 0.22
#> ATCATGCTGAACCT-1 2 0.0707 0.83154 0.00 0.98 0.00 0.02
#> ATCCCGTGCATGCA-1 1 0.0707 0.77804 0.98 0.00 0.02 0.00
#> ATCCCGTGGCTGAT-1 2 0.4088 0.75854 0.00 0.82 0.04 0.14
#> ATCCGCACGCATCA-1 2 0.4939 0.67743 0.00 0.74 0.04 0.22
#> ATCCTAACGACGGA-1 1 0.5594 0.65962 0.72 0.00 0.18 0.10
#> ATCGCAGAGTGTCA-1 3 0.6216 0.12004 0.00 0.12 0.66 0.22
#> ATCGCCTGTGGCAT-1 1 0.0707 0.78143 0.98 0.00 0.02 0.00
#> ATCGCGCTTTTCGT-1 1 0.9935 -0.46848 0.28 0.20 0.28 0.24
#> ATCTCAACAGGAGC-1 4 0.5957 -0.12351 0.04 0.00 0.42 0.54
#> ATGAAGGACCTGTC-1 3 0.7707 -0.13393 0.00 0.24 0.44 0.32
#> ATGAAGGACCTTAT-1 1 0.2921 0.76592 0.86 0.00 0.14 0.00
#> ATGAAGGACTAGTG-1 1 0.0707 0.77804 0.98 0.00 0.02 0.00
#> ATGACGTGACGACT-1 1 0.3247 0.76779 0.88 0.00 0.06 0.06
#> ATGAGAGAAGTAGA-1 4 0.6843 -0.20950 0.10 0.00 0.44 0.46
#> ATGCACGAATGTCG-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> ATGCACGAGAACCT-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> ATGCAGTGTTACCT-1 1 0.4581 0.73026 0.80 0.00 0.12 0.08
#> ATGCGATGGTTACG-1 2 0.4284 0.70154 0.00 0.78 0.02 0.20
#> ATGCTTTGTAGTCG-1 3 0.7602 0.16527 0.38 0.00 0.42 0.20
#> ATGGGTACAACCTG-1 1 0.5151 0.70019 0.76 0.00 0.14 0.10
#> ATTGCTTGTTACTC-1 2 0.2706 0.80788 0.00 0.90 0.02 0.08
#> ATTGGTCTGACTAC-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> ATTGGTCTTGTCTT-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> CAAAGCACCGTAAC-1 2 0.4211 0.75832 0.04 0.84 0.02 0.10
#> CAAGACTGACCTGA-1 1 0.4731 0.70145 0.78 0.00 0.16 0.06
#> CAAGACTGAGTAGA-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> CAAGGTTGTCATTC-1 1 0.5175 0.71630 0.76 0.00 0.12 0.12
#> CAAGTCGAAACAGA-1 2 0.3335 0.78047 0.00 0.86 0.02 0.12
#> CACAGAACCCTTGC-1 2 0.2706 0.80937 0.00 0.90 0.02 0.08
#> CACCGTACTAAGGA-1 1 0.7357 0.16881 0.50 0.00 0.32 0.18
#> CACCTGACGAAAGT-1 2 0.7785 -0.15472 0.00 0.42 0.32 0.26
#> CACGAAACTTCCGC-1 4 0.8110 -0.01317 0.08 0.08 0.36 0.48
#> CACGACCTCGATAC-1 1 0.5784 0.59995 0.70 0.00 0.10 0.20
#> CACGCTACTGTTCT-1 3 0.7028 0.24393 0.28 0.00 0.56 0.16
#> CACTAACTCCTAAG-1 2 0.6836 0.30469 0.00 0.58 0.14 0.28
#> CACTAGGATGATGC-1 1 0.2706 0.78155 0.90 0.00 0.08 0.02
#> CACTATACCCCGTT-1 2 0.0707 0.83215 0.00 0.98 0.00 0.02
#> CACTTAACCGTACA-1 1 0.5955 0.66688 0.72 0.02 0.18 0.08
#> CAGATCGAATGTCG-1 2 0.5151 0.69129 0.00 0.76 0.10 0.14
#> CAGGCCGACTAGCA-1 2 0.7365 -0.04892 0.00 0.44 0.16 0.40
#> CAGGGCACCATACG-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> CAGGTTGAGGATCT-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> CAGTGATGGACGGA-1 1 0.2411 0.78125 0.92 0.00 0.04 0.04
#> CAGTGATGTAAGGA-1 2 0.5151 0.65543 0.00 0.76 0.10 0.14
#> CAGTGATGTACGCA-1 1 0.0707 0.77804 0.98 0.00 0.02 0.00
#> CAGTTACTAAGGTA-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> CATATAGATCAGGT-1 2 0.5256 0.59767 0.00 0.70 0.04 0.26
#> CATCATACGGAGCA-1 1 0.3037 0.77638 0.88 0.00 0.10 0.02
#> CATCGCTGTGGCAT-1 1 0.8071 -0.14755 0.42 0.02 0.18 0.38
#> CATCTCCTATGTGC-1 4 0.7440 0.08253 0.04 0.10 0.28 0.58
#> CATGAGACACGGGA-1 1 0.2011 0.77785 0.92 0.00 0.08 0.00
#> CATTACACACGGAG-1 1 0.0707 0.77883 0.98 0.00 0.02 0.00
#> CATTGTACTCGATG-1 2 0.4939 0.69352 0.00 0.74 0.04 0.22
#> CATTTGTGACGACT-1 2 0.2706 0.80114 0.00 0.90 0.02 0.08
#> CATTTGTGGGATCT-1 2 0.2345 0.80702 0.00 0.90 0.00 0.10
#> CCAAGAACTCCTAT-1 4 0.7699 -0.12062 0.38 0.00 0.22 0.40
#> CCAGAAACCCTGTC-1 1 0.6840 0.49395 0.60 0.00 0.18 0.22
#> CCAGACCTCTGAGT-1 1 0.2830 0.77609 0.90 0.00 0.06 0.04
#> CCAGCTACCAGCTA-1 1 0.5661 0.60754 0.70 0.00 0.22 0.08
#> CCAGGTCTACACCA-1 3 0.7021 0.20222 0.12 0.00 0.48 0.40
#> CCAGTCACACTGTG-1 4 0.9162 -0.07866 0.18 0.10 0.32 0.40
#> CCATCCGAAGGTTC-1 1 0.7493 0.05896 0.48 0.00 0.32 0.20
#> CCCAACACCTCGCT-1 2 0.1637 0.82391 0.00 0.94 0.00 0.06
#> CCCAGACTGGTTTG-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> CCCAGTTGTCTATC-1 1 0.6320 0.58579 0.66 0.00 0.16 0.18
#> CCCTCAGACACTTT-1 2 0.5077 0.66122 0.00 0.76 0.08 0.16
#> CCCTGAACTAAAGG-1 1 0.4731 0.72918 0.78 0.00 0.16 0.06
#> CCCTGATGCAAGCT-1 2 0.7684 -0.16069 0.00 0.42 0.36 0.22
#> CCGCTATGGGACGA-1 1 0.7744 0.05368 0.48 0.02 0.14 0.36
#> CCGTACACAGCGTT-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> CCTACCGAGGGATG-1 2 0.1913 0.81860 0.00 0.94 0.02 0.04
#> CCTAGAGAGGTGAG-1 1 0.4227 0.75850 0.82 0.00 0.06 0.12
#> CCTGACTGTGTCTT-1 1 0.8418 -0.23481 0.38 0.02 0.32 0.28
#> CCTTAATGCCCAAA-1 4 0.8071 -0.17690 0.18 0.02 0.38 0.42
#> CCTTCACTCAGTCA-1 2 0.1211 0.83027 0.00 0.96 0.00 0.04
#> CGAAGGGATCCGAA-1 2 0.1211 0.82909 0.00 0.96 0.00 0.04
#> CGAAGTACCAACTG-1 1 0.6477 0.38648 0.60 0.00 0.30 0.10
#> CGACAAACCGACAT-1 2 0.4491 0.73614 0.00 0.80 0.06 0.14
#> CGAGGAGACCTCCA-1 4 0.7414 -0.15158 0.18 0.00 0.34 0.48
#> CGAGGGCTACGACT-1 1 0.0707 0.77883 0.98 0.00 0.02 0.00
#> CGATACGATTCACT-1 3 0.6159 0.15972 0.04 0.02 0.64 0.30
#> CGATCCACTTCCAT-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> CGCACGGAGGACGA-1 3 0.5256 0.27429 0.26 0.00 0.70 0.04
#> CGCACTACTCGCCT-1 1 0.3247 0.76345 0.88 0.00 0.06 0.06
#> CGCCATTGGAGCAG-1 2 0.3335 0.78778 0.00 0.86 0.02 0.12
#> CGCCATTGTACTGG-1 4 0.7785 0.17862 0.00 0.32 0.26 0.42
#> CGCGAGACAGGTCT-1 2 0.0707 0.83215 0.00 0.98 0.00 0.02
#> CGCGATCTTTCTTG-1 2 0.7775 -0.25802 0.00 0.38 0.24 0.38
#> CGGACTCTAAACAG-1 1 0.5820 0.61824 0.68 0.00 0.24 0.08
#> CTAAACCTGTGCAT-1 2 0.0707 0.83154 0.00 0.98 0.00 0.02
#> CTAAGGTGCCTAAG-1 1 0.2335 0.78176 0.92 0.00 0.06 0.02
#> CTACTATGTAAAGG-1 1 0.0707 0.77883 0.98 0.00 0.02 0.00
#> CTAGGATGAGCCTA-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> CTAGGATGATCGTG-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> CTATAAGATCGTTT-1 2 0.6921 0.35640 0.00 0.58 0.16 0.26
#> CTATGTACTGTTTC-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> CTGAAGACGTGCAT-1 2 0.2830 0.80294 0.00 0.90 0.04 0.06
#> CTGAAGTGCAGCTA-1 3 0.7028 0.25121 0.16 0.00 0.56 0.28
#> CTGGATGATGTGAC-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> CTTAACACTATCGG-1 3 0.6320 0.27107 0.18 0.00 0.66 0.16
#> CTTAAGCTCCGCTT-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> CTTCATGAAGCATC-1 1 0.6513 0.51761 0.64 0.00 0.18 0.18
#> CTTGTATGACACCA-1 4 0.6808 0.05379 0.00 0.12 0.32 0.56
#> CTTGTATGCGCAAT-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> GAAAGCCTACGTTG-1 3 0.7056 0.17540 0.06 0.04 0.58 0.32
#> GAAATACTCTTAGG-1 1 0.7135 0.41795 0.56 0.00 0.24 0.20
#> GAAGTCACCCTGTC-1 3 0.5661 0.28015 0.22 0.00 0.70 0.08
#> GAAGTCTGTCGCAA-1 3 0.5986 0.23332 0.06 0.00 0.62 0.32
#> GAATTAACTGAAGA-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> GACAGGGAAGAGTA-1 3 0.7135 0.24387 0.24 0.00 0.56 0.20
#> GACAGTTGAGTAGA-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> GACCCTACTAAAGG-1 3 0.5883 0.24442 0.06 0.00 0.64 0.30
#> GACGATTGCCAATG-1 1 0.1913 0.77941 0.94 0.00 0.04 0.02
#> GACGTCCTGATAAG-1 2 0.7084 0.19425 0.00 0.52 0.14 0.34
#> GACTACGATGGTCA-1 1 0.3935 0.76089 0.84 0.00 0.10 0.06
#> GACTTTACGACAGG-1 4 0.8962 0.12321 0.24 0.16 0.12 0.48
#> GAGAAATGTTCTCA-1 4 0.9081 0.21587 0.16 0.36 0.10 0.38
#> GAGCGGCTGGGAGT-1 1 0.5657 0.65454 0.72 0.00 0.16 0.12
#> GAGGATCTGAAAGT-1 1 0.3335 0.76903 0.86 0.00 0.12 0.02
#> GAGTCTGATTTGGG-1 1 0.3525 0.76758 0.86 0.00 0.10 0.04
#> GAGTGACTCTTGCC-1 3 0.8680 -0.14528 0.06 0.32 0.44 0.18
#> GAGTGACTGACTAC-1 1 0.2011 0.78095 0.92 0.00 0.08 0.00
#> GAGTGGGAGTCTTT-1 1 0.7707 -0.09637 0.44 0.00 0.24 0.32
#> GAGTGGGATGCTGA-1 1 0.2830 0.77955 0.90 0.00 0.06 0.04
#> GATCGATGACTAGC-1 4 0.8080 0.23904 0.02 0.28 0.22 0.48
#> GATCGATGGTAAAG-1 1 0.2830 0.77756 0.90 0.00 0.06 0.04
#> GATCTACTTTGCAG-1 3 0.5592 0.20605 0.02 0.02 0.68 0.28
#> GATTCTTGCGAGTT-1 1 0.7738 -0.10336 0.44 0.00 0.26 0.30
#> GATTGGACCCGTTC-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> GATTGGACGGTGTT-1 1 0.5594 0.66739 0.72 0.00 0.18 0.10
#> GATTGGACTTTCGT-1 1 0.5428 0.68469 0.74 0.00 0.12 0.14
#> GATTTAGACTAAGC-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> GCACTAGAAGATGA-1 1 0.7805 -0.10765 0.42 0.00 0.30 0.28
#> GCACTAGACGTAAC-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> GCCTAGCTACGGAG-1 1 0.1913 0.78204 0.94 0.00 0.04 0.02
#> GCGAGCACTGTCGA-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> GCGCGAACGTTCTT-1 4 0.5619 0.00257 0.04 0.00 0.32 0.64
#> GCGGCAACGGAGGT-1 1 0.1913 0.78551 0.94 0.00 0.04 0.02
#> GCTACAGAATCTTC-1 1 0.1637 0.77964 0.94 0.00 0.06 0.00
#> GCTAGAACAGAGGC-1 3 0.7427 0.19553 0.30 0.00 0.50 0.20
#> GGAACTTGGGTAGG-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> GGAATCTGCTTAGG-1 1 0.1637 0.78158 0.94 0.00 0.06 0.00
#> GGACAGGAGTGCTA-1 2 0.6976 0.32603 0.00 0.58 0.18 0.24
#> GGAGCAGATTCAGG-1 1 0.5818 0.65377 0.74 0.02 0.10 0.14
#> GGAGCCACCTTCTA-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> GGATGTACCAAAGA-1 1 0.7357 0.03127 0.50 0.00 0.32 0.18
#> GGCAATACGCTAAC-1 1 0.4491 0.74492 0.80 0.00 0.14 0.06
#> GGCAATACGTTTCT-1 2 0.5489 0.60366 0.00 0.70 0.06 0.24
#> GGGAACGACACAAC-1 1 0.2011 0.78424 0.92 0.00 0.08 0.00
#> GGGACCTGTGGAGG-1 1 0.5486 0.67564 0.72 0.00 0.20 0.08
#> GGGATGGACGACAT-1 1 0.6201 0.43206 0.62 0.00 0.08 0.30
#> GGGCCAACGCGTTA-1 2 0.2345 0.81184 0.00 0.90 0.00 0.10
#> GGGCCAACTCCAAG-1 3 0.8428 -0.14731 0.02 0.30 0.38 0.30
#> GGGTAACTCTAGTG-1 4 0.7832 -0.17126 0.36 0.00 0.26 0.38
#> GGTACATGAAAGCA-1 3 0.7952 0.19739 0.16 0.02 0.42 0.40
#> GGTATCGATGAACC-1 1 0.0707 0.78013 0.98 0.00 0.00 0.02
#> GGTGATACCGACTA-1 3 0.7583 0.23236 0.24 0.00 0.48 0.28
#> GTAACGTGATCGGT-1 3 0.5592 0.20814 0.02 0.02 0.68 0.28
#> GTAACGTGCAGCTA-1 3 0.9224 -0.00361 0.12 0.16 0.40 0.32
#> GTAACGTGGTTGAC-1 4 0.7430 0.08864 0.02 0.42 0.10 0.46
#> GTAAGCACTCATTC-1 1 0.4292 0.75600 0.82 0.00 0.10 0.08
#> GTAGCAACCATTTC-1 3 0.9311 0.03079 0.18 0.12 0.40 0.30
#> GTAGCATGCACTCC-1 1 0.3247 0.77372 0.88 0.00 0.06 0.06
#> GTCATACTAATCGC-1 3 0.8177 0.10893 0.08 0.10 0.52 0.30
#> GTCGCACTTGAGAA-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> GTGATGACCTGAGT-1 1 0.0707 0.77925 0.98 0.00 0.02 0.00
#> GTGATTCTTAGCGT-1 1 0.2706 0.77641 0.90 0.00 0.08 0.02
#> GTGTATCTAGCCTA-1 1 0.2345 0.77961 0.90 0.00 0.10 0.00
#> GTGTATCTGTTACG-1 2 0.4491 0.73026 0.00 0.80 0.06 0.14
#> GTTAAATGTCGACA-1 2 0.1211 0.82780 0.00 0.96 0.00 0.04
#> GTTAGGTGGAACTC-1 1 0.4731 0.72727 0.78 0.00 0.16 0.06
#> TAAACAACGAATCC-1 2 0.3037 0.79897 0.00 0.88 0.02 0.10
#> TAACAATGTGCCCT-1 1 0.8044 0.29524 0.50 0.04 0.32 0.14
#> TAACATGACACTAG-1 2 0.0707 0.83154 0.00 0.98 0.00 0.02
#> TAACTCACGTACAC-1 3 0.7040 0.16548 0.12 0.00 0.46 0.42
#> TAAGAGGACTAAGC-1 2 0.6594 0.44980 0.00 0.62 0.14 0.24
#> TAAGTAACCGAGAG-1 1 0.0707 0.77804 0.98 0.00 0.02 0.00
#> TAAGTAACCTCCAC-1 1 0.1211 0.78084 0.96 0.00 0.00 0.04
#> TACATCACGCTAAC-1 3 0.6042 0.23373 0.04 0.02 0.66 0.28
#> TACGCCACTCCGAA-1 4 0.7432 0.25338 0.08 0.34 0.04 0.54
#> TACGGAACGCGTTA-1 1 0.4491 0.72575 0.80 0.00 0.14 0.06
#> TACGTACTCCCGTT-1 3 0.5713 0.21853 0.04 0.00 0.62 0.34
#> TACTAAGAAAGGTA-1 1 0.0707 0.77804 0.98 0.00 0.02 0.00
#> TACTACACTTACCT-1 1 0.0707 0.77988 0.98 0.00 0.02 0.00
#> TACTCAACTGCTAG-1 2 0.6425 0.29105 0.04 0.58 0.02 0.36
#> TACTCTGATTGACG-1 4 0.6831 0.00987 0.00 0.10 0.42 0.48
#> TACTGTTGCTGAAC-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> TACTTGACTGGTGT-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> TAGAGCACCTTACT-1 1 0.0707 0.77988 0.98 0.00 0.02 0.00
#> TAGATTGACTTGTT-1 1 0.0707 0.77925 0.98 0.00 0.02 0.00
#> TAGCTACTGAATAG-1 1 0.4894 0.73557 0.78 0.00 0.12 0.10
#> TAGGAGCTAAGGCG-1 3 0.7877 0.18147 0.36 0.00 0.36 0.28
#> TAGGAGCTTGCATG-1 1 0.4841 0.72063 0.78 0.00 0.14 0.08
#> TAGGCAACCGTCTC-1 3 0.7274 0.23110 0.22 0.00 0.54 0.24
#> TAGGTCGAGGATCT-1 1 0.1637 0.78003 0.94 0.00 0.06 0.00
#> TAGGTGACACGTTG-1 3 0.6299 0.22748 0.08 0.00 0.60 0.32
#> TAGTATGATCTTAC-1 4 0.8462 -0.07040 0.14 0.06 0.36 0.44
#> TATACCACCTGATG-1 3 0.6988 0.18422 0.12 0.00 0.50 0.38
#> TATGGGTGCTAGCA-1 2 0.1637 0.82622 0.00 0.94 0.00 0.06
#> TATGTCACGGAACG-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> TATGTCACTTCTCA-1 4 0.5986 0.02769 0.00 0.06 0.32 0.62
#> TATTGCTGCCGTTC-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> TCACGAGAGGAGGT-1 2 0.6262 0.26038 0.00 0.54 0.06 0.40
#> TCACTATGGTTGTG-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> TCAGCGCTGGATCT-1 1 0.2335 0.78074 0.92 0.00 0.06 0.02
#> TCCACTCTTACTTC-1 3 0.7427 0.20748 0.30 0.00 0.50 0.20
#> TCCATAACCGTAGT-1 2 0.1211 0.82887 0.00 0.96 0.00 0.04
#> TCCCTACTCAACTG-1 1 0.6941 0.28299 0.52 0.00 0.36 0.12
#> TCGAGCCTATCAGC-1 1 0.5291 0.66122 0.74 0.00 0.18 0.08
#> TCGATTTGTCGTGA-1 2 0.7274 0.23556 0.00 0.54 0.22 0.24
#> TCGCCATGTGGTCA-1 3 0.5993 0.17651 0.02 0.02 0.60 0.36
#> TCGGACCTATAAGG-1 3 0.8633 0.19646 0.30 0.04 0.42 0.24
#> TCGGTAGATCCCAC-1 4 0.9950 0.08778 0.22 0.24 0.24 0.30
#> TCTAAGCTTTCGCC-1 1 0.1211 0.78205 0.96 0.00 0.04 0.00
#> TCTCAAACCTAAGC-1 1 0.2011 0.77712 0.92 0.00 0.00 0.08
#> TGAAGCTGCATGGT-1 2 0.3247 0.78900 0.00 0.88 0.06 0.06
#> TGACACGACCTTAT-1 1 0.1913 0.78036 0.94 0.00 0.02 0.04
#> TGACTGGAGGACAG-1 4 0.7544 0.23437 0.00 0.34 0.20 0.46
#> TGAGTCGAGTTACG-1 1 0.3198 0.77534 0.88 0.00 0.08 0.04
#> TGATCACTTCTACT-1 1 0.4936 0.59804 0.70 0.00 0.02 0.28
#> TGATCGGAGGAGCA-1 1 0.3935 0.74595 0.84 0.00 0.10 0.06
#> TGATTAGATGACTG-1 1 0.2011 0.77785 0.92 0.00 0.08 0.00
#> TGATTCACTGTCAG-1 4 0.6649 0.10274 0.06 0.06 0.20 0.68
#> TGCCGACTCTCCCA-1 4 0.7768 -0.16439 0.36 0.00 0.24 0.40
#> TGCGAAACAGTCAC-1 2 0.7499 -0.08952 0.00 0.42 0.18 0.40
#> TGCGAAACGTTGCA-1 1 0.5661 0.64734 0.70 0.00 0.22 0.08
#> TGCGATGACTAGTG-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> TGCGATGACTGCTC-1 3 0.4948 0.17412 0.00 0.00 0.56 0.44
#> TGCGATGACTTGCC-1 2 0.7824 -0.10657 0.04 0.44 0.10 0.42
#> TGCGTAGACGGGAA-1 3 0.5956 0.27106 0.10 0.00 0.68 0.22
#> TGGAAAGACTCTCG-1 4 0.6910 -0.03986 0.02 0.06 0.42 0.50
#> TGGATGTGACCTAG-1 1 0.4292 0.73893 0.82 0.00 0.10 0.08
#> TGGATGTGTGAAGA-1 2 0.4292 0.75312 0.00 0.82 0.08 0.10
#> TGGCAATGCTTGTT-1 3 0.9027 -0.11842 0.06 0.26 0.36 0.32
#> TGGGTATGGTACGT-1 1 0.2706 0.77995 0.90 0.00 0.08 0.02
#> TGTAGGTGCGAGAG-1 1 0.0000 0.77769 1.00 0.00 0.00 0.00
#> TGTATGCTCATGGT-1 1 0.7594 0.06077 0.48 0.00 0.26 0.26
#> TGTGATCTCTCTAT-1 4 0.8266 0.22502 0.04 0.34 0.16 0.46
#> TGTGGATGGCCAAT-1 1 0.7684 -0.09712 0.42 0.00 0.36 0.22
#> TTACCATGTTGTGG-1 1 0.1211 0.78201 0.96 0.00 0.04 0.00
#> TTAGGGTGCTGGAT-1 2 0.4284 0.71859 0.00 0.78 0.02 0.20
#> TTAGTCTGAAAGCA-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> TTATCCGACTAGTG-1 1 0.7344 0.16572 0.46 0.00 0.38 0.16
#> TTATGCACGTCACA-1 1 0.6286 0.54893 0.66 0.00 0.20 0.14
#> TTATTCCTGGACAG-1 4 0.6299 0.03917 0.00 0.42 0.06 0.52
#> TTATTCCTGGTACT-1 1 0.6497 0.48395 0.64 0.00 0.16 0.20
#> TTCAGTTGTCTCGC-1 4 0.7372 -0.16757 0.16 0.00 0.42 0.42
#> TTCCAAACCTCCCA-1 2 0.1637 0.82592 0.00 0.94 0.00 0.06
#> TTCTCAGAAGCATC-1 2 0.5151 0.68399 0.00 0.76 0.10 0.14
#> TTGAACCTCCTTGC-1 1 0.7198 0.24191 0.54 0.00 0.18 0.28
#> TTGAATGATCTCAT-1 2 0.4939 0.67636 0.00 0.74 0.04 0.22
#> TTGACACTGATAAG-1 1 0.6723 0.44400 0.60 0.00 0.26 0.14
#> TTGGAGACTATGGC-1 3 0.7007 0.19664 0.10 0.02 0.60 0.28
#> TTGGTACTGAATCC-1 3 0.7004 0.26646 0.20 0.00 0.58 0.22
#> TTGGTACTGGATTC-1 3 0.7179 -0.04110 0.00 0.14 0.48 0.38
#> TTGTACACGTTGTG-1 1 0.7745 -0.06513 0.42 0.00 0.34 0.24
#> TTGTAGCTCTCTTA-1 2 0.8706 -0.29989 0.04 0.36 0.24 0.36
#> TTTAGAGATCCTCG-1 2 0.4292 0.74426 0.00 0.82 0.08 0.10
#> TTTCAGTGTCACGA-1 1 0.6594 0.57276 0.62 0.00 0.24 0.14
#> TTTCAGTGTGCAGT-1 1 0.4227 0.75541 0.82 0.00 0.12 0.06
#> TTTCGAACACCTGA-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> TTTCTACTGAGGCA-1 2 0.0000 0.83658 0.00 1.00 0.00 0.00
#> TTTCTACTTCCTCG-1 1 0.5956 0.57223 0.68 0.00 0.22 0.10
#> TTTGCATGAGAGGC-1 1 0.3853 0.75136 0.82 0.00 0.16 0.02
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample Seurat_class(p-value) k
#> ATC:skmeans 332 0.300 2
#> ATC:skmeans 298 0.607 3
#> ATC:skmeans 217 0.315 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
sessionInfo()
#> R version 4.1.0 (2021-05-18)
#> Platform: x86_64-pc-linux-gnu (64-bit)
#> Running under: CentOS Linux 7 (Core)
#>
#> Matrix products: default
#> BLAS/LAPACK: /usr/lib64/libopenblas-r0.3.3.so
#>
#> locale:
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#> [4] LC_COLLATE=en_US.UTF-8 LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8
#> [7] LC_PAPER=en_US.UTF-8 LC_NAME=C LC_ADDRESS=C
#> [10] LC_TELEPHONE=C LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C
#>
#> attached base packages:
#> [1] grid parallel stats4 stats graphics grDevices utils datasets methods
#> [10] base
#>
#> other attached packages:
#> [1] genefilter_1.74.0 ComplexHeatmap_2.8.0 markdown_1.1
#> [4] knitr_1.33 SeuratObject_4.0.2 Seurat_4.0.3
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#> [10] Biobase_2.52.0 GenomicRanges_1.44.0 GenomeInfoDb_1.28.1
#> [13] IRanges_2.26.0 S4Vectors_0.30.0 BiocGenerics_0.38.0
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#>
#> loaded via a namespace (and not attached):
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