# Only cancer types with minimum 2000 mutations for SBS signatures and minimum 1000 mutations for DBS and ID signatures with average probability at least 0.75 are considered. # For real mutations on transcribed:T, untranscribed:U, bitranscribed:B and nontranscribed:N strands averaged across cancer types. MutationType Across_All_Cancer_Types T:A[C>A]A 6.5 U:A[C>A]A 7.0 B:A[C>A]A 0.0 N:A[C>A]A 45.5 T:A[C>A]C 9.5 U:A[C>A]C 7.5 B:A[C>A]C 0.0 N:A[C>A]C 48.0 T:A[C>A]G 0.0 U:A[C>A]G 0.0 B:A[C>A]G 0.0 N:A[C>A]G 0.5 T:A[C>A]T 12.0 U:A[C>A]T 16.0 B:A[C>A]T 0.0 N:A[C>A]T 101.5 T:A[C>G]A 13.5 U:A[C>G]A 9.5 B:A[C>G]A 0.0 N:A[C>G]A 40.5 T:A[C>G]C 20.0 U:A[C>G]C 19.0 B:A[C>G]C 0.0 N:A[C>G]C 72.5 T:A[C>G]G 0.0 U:A[C>G]G 0.0 B:A[C>G]G 0.0 N:A[C>G]G 1.0 T:A[C>G]T 58.0 U:A[C>G]T 68.5 B:A[C>G]T 0.5 N:A[C>G]T 223.5 T:A[C>T]A 68.5 U:A[C>T]A 59.5 B:A[C>T]A 1.0 N:A[C>T]A 202.0 T:A[C>T]C 67.0 U:A[C>T]C 58.5 B:A[C>T]C 1.5 N:A[C>T]C 238.0 T:A[C>T]G 3.0 U:A[C>T]G 2.0 B:A[C>T]G 0.0 N:A[C>T]G 8.5 T:A[C>T]T 82.5 U:A[C>T]T 86.0 B:A[C>T]T 0.0 N:A[C>T]T 321.0 T:A[T>A]A 14.0 U:A[T>A]A 14.0 B:A[T>A]A 0.0 N:A[T>A]A 64.5 T:A[T>A]C 0.0 U:A[T>A]C 1.0 B:A[T>A]C 0.0 N:A[T>A]C 2.5 T:A[T>A]G 0.0 U:A[T>A]G 1.0 B:A[T>A]G 0.0 N:A[T>A]G 1.0 T:A[T>A]T 28.0 U:A[T>A]T 29.5 B:A[T>A]T 0.0 N:A[T>A]T 161.0 T:A[T>C]A 0.0 U:A[T>C]A 0.0 B:A[T>C]A 0.0 N:A[T>C]A 0.0 T:A[T>C]C 0.0 U:A[T>C]C 0.0 B:A[T>C]C 0.0 N:A[T>C]C 1.0 T:A[T>C]G 0.5 U:A[T>C]G 1.0 B:A[T>C]G 0.0 N:A[T>C]G 5.0 T:A[T>C]T 17.5 U:A[T>C]T 21.5 B:A[T>C]T 0.0 N:A[T>C]T 95.0 T:A[T>G]A 3.5 U:A[T>G]A 0.5 B:A[T>G]A 0.0 N:A[T>G]A 4.5 T:A[T>G]C 2.5 U:A[T>G]C 3.0 B:A[T>G]C 0.0 N:A[T>G]C 14.5 T:A[T>G]G 0.0 U:A[T>G]G 0.5 B:A[T>G]G 0.0 N:A[T>G]G 4.5 T:A[T>G]T 4.0 U:A[T>G]T 10.0 B:A[T>G]T 0.0 N:A[T>G]T 44.0 T:C[C>A]A 0.0 U:C[C>A]A 0.0 B:C[C>A]A 0.0 N:C[C>A]A 0.0 T:C[C>A]C 15.0 U:C[C>A]C 7.5 B:C[C>A]C 0.5 N:C[C>A]C 47.0 T:C[C>A]G 0.0 U:C[C>A]G 0.0 B:C[C>A]G 0.0 N:C[C>A]G 0.5 T:C[C>A]T 10.5 U:C[C>A]T 10.5 B:C[C>A]T 0.5 N:C[C>A]T 76.0 T:C[C>G]A 0.5 U:C[C>G]A 0.0 B:C[C>G]A 0.0 N:C[C>G]A 1.0 T:C[C>G]C 4.0 U:C[C>G]C 3.0 B:C[C>G]C 0.0 N:C[C>G]C 24.5 T:C[C>G]G 0.0 U:C[C>G]G 0.0 B:C[C>G]G 0.0 N:C[C>G]G 0.0 T:C[C>G]T 34.5 U:C[C>G]T 29.0 B:C[C>G]T 0.5 N:C[C>G]T 125.5 T:C[C>T]A 19.0 U:C[C>T]A 19.0 B:C[C>T]A 0.0 N:C[C>T]A 100.5 T:C[C>T]C 65.0 U:C[C>T]C 49.5 B:C[C>T]C 1.0 N:C[C>T]C 181.0 T:C[C>T]G 0.0 U:C[C>T]G 0.0 B:C[C>T]G 0.0 N:C[C>T]G 0.0 T:C[C>T]T 70.5 U:C[C>T]T 70.0 B:C[C>T]T 0.5 N:C[C>T]T 214.5 T:C[T>A]A 0.0 U:C[T>A]A 0.5 B:C[T>A]A 0.0 N:C[T>A]A 2.5 T:C[T>A]C 0.0 U:C[T>A]C 0.0 B:C[T>A]C 0.0 N:C[T>A]C 0.0 T:C[T>A]G 0.0 U:C[T>A]G 0.0 B:C[T>A]G 0.0 N:C[T>A]G 4.0 T:C[T>A]T 0.0 U:C[T>A]T 0.0 B:C[T>A]T 0.0 N:C[T>A]T 0.0 T:C[T>C]A 2.0 U:C[T>C]A 4.5 B:C[T>C]A 0.5 N:C[T>C]A 22.5 T:C[T>C]C 0.5 U:C[T>C]C 0.0 B:C[T>C]C 0.0 N:C[T>C]C 2.0 T:C[T>C]G 4.0 U:C[T>C]G 5.0 B:C[T>C]G 0.0 N:C[T>C]G 30.0 T:C[T>C]T 2.5 U:C[T>C]T 1.5 B:C[T>C]T 0.0 N:C[T>C]T 18.0 T:C[T>G]A 3.0 U:C[T>G]A 1.0 B:C[T>G]A 0.0 N:C[T>G]A 14.5 T:C[T>G]C 2.0 U:C[T>G]C 3.5 B:C[T>G]C 0.0 N:C[T>G]C 22.0 T:C[T>G]G 0.0 U:C[T>G]G 0.0 B:C[T>G]G 0.0 N:C[T>G]G 6.5 T:C[T>G]T 0.0 U:C[T>G]T 0.0 B:C[T>G]T 0.0 N:C[T>G]T 0.0 T:G[C>A]A 2.5 U:G[C>A]A 5.0 B:G[C>A]A 0.0 N:G[C>A]A 32.5 T:G[C>A]C 14.0 U:G[C>A]C 14.0 B:G[C>A]C 0.0 N:G[C>A]C 80.0 T:G[C>A]G 0.0 U:G[C>A]G 0.0 B:G[C>A]G 0.0 N:G[C>A]G 1.0 T:G[C>A]T 13.0 U:G[C>A]T 20.0 B:G[C>A]T 0.0 N:G[C>A]T 114.5 T:G[C>G]A 27.5 U:G[C>G]A 22.0 B:G[C>G]A 0.0 N:G[C>G]A 84.0 T:G[C>G]C 34.5 U:G[C>G]C 34.0 B:G[C>G]C 1.0 N:G[C>G]C 142.5 T:G[C>G]G 1.5 U:G[C>G]G 2.0 B:G[C>G]G 0.0 N:G[C>G]G 1.5 T:G[C>G]T 145.5 U:G[C>G]T 135.0 B:G[C>G]T 2.0 N:G[C>G]T 625.5 T:G[C>T]A 106.5 U:G[C>T]A 114.0 B:G[C>T]A 0.5 N:G[C>T]A 397.0 T:G[C>T]C 126.5 U:G[C>T]C 137.0 B:G[C>T]C 1.5 N:G[C>T]C 500.5 T:G[C>T]G 12.5 U:G[C>T]G 13.0 B:G[C>T]G 0.5 N:G[C>T]G 42.0 T:G[C>T]T 237.0 U:G[C>T]T 259.5 B:G[C>T]T 5.0 N:G[C>T]T 1067.5 T:G[T>A]A 1.0 U:G[T>A]A 3.5 B:G[T>A]A 0.0 N:G[T>A]A 20.0 T:G[T>A]C 0.0 U:G[T>A]C 0.0 B:G[T>A]C 0.0 N:G[T>A]C 0.0 T:G[T>A]G 0.0 U:G[T>A]G 1.0 B:G[T>A]G 0.0 N:G[T>A]G 1.5 T:G[T>A]T 0.0 U:G[T>A]T 0.0 B:G[T>A]T 0.0 N:G[T>A]T 0.5 T:G[T>C]A 0.0 U:G[T>C]A 0.0 B:G[T>C]A 0.0 N:G[T>C]A 0.0 T:G[T>C]C 0.0 U:G[T>C]C 0.5 B:G[T>C]C 0.0 N:G[T>C]C 4.5 T:G[T>C]G 1.0 U:G[T>C]G 1.0 B:G[T>C]G 0.0 N:G[T>C]G 1.0 T:G[T>C]T 3.5 U:G[T>C]T 7.5 B:G[T>C]T 0.0 N:G[T>C]T 33.5 T:G[T>G]A 1.0 U:G[T>G]A 0.5 B:G[T>G]A 0.0 N:G[T>G]A 1.0 T:G[T>G]C 0.0 U:G[T>G]C 2.5 B:G[T>G]C 0.0 N:G[T>G]C 8.0 T:G[T>G]G 0.0 U:G[T>G]G 0.5 B:G[T>G]G 0.0 N:G[T>G]G 0.5 T:G[T>G]T 7.0 U:G[T>G]T 13.5 B:G[T>G]T 0.0 N:G[T>G]T 46.0 T:T[C>A]A 3.0 U:T[C>A]A 5.0 B:T[C>A]A 0.0 N:T[C>A]A 46.0 T:T[C>A]C 1.5 U:T[C>A]C 0.0 B:T[C>A]C 0.0 N:T[C>A]C 1.5 T:T[C>A]G 0.0 U:T[C>A]G 0.0 B:T[C>A]G 0.0 N:T[C>A]G 0.0 T:T[C>A]T 0.5 U:T[C>A]T 3.0 B:T[C>A]T 0.0 N:T[C>A]T 24.0 T:T[C>G]A 0.0 U:T[C>G]A 0.0 B:T[C>G]A 0.0 N:T[C>G]A 0.0 T:T[C>G]C 0.0 U:T[C>G]C 0.0 B:T[C>G]C 0.0 N:T[C>G]C 1.5 T:T[C>G]G 0.0 U:T[C>G]G 0.0 B:T[C>G]G 0.0 N:T[C>G]G 0.0 T:T[C>G]T 20.0 U:T[C>G]T 29.0 B:T[C>G]T 0.0 N:T[C>G]T 111.0 T:T[C>T]A 1.0 U:T[C>T]A 0.0 B:T[C>T]A 0.0 N:T[C>T]A 3.5 T:T[C>T]C 66.5 U:T[C>T]C 46.0 B:T[C>T]C 0.5 N:T[C>T]C 172.5 T:T[C>T]G 0.0 U:T[C>T]G 0.0 B:T[C>T]G 0.0 N:T[C>T]G 0.0 T:T[C>T]T 45.5 U:T[C>T]T 51.5 B:T[C>T]T 0.0 N:T[C>T]T 180.0 T:T[T>A]A 21.5 U:T[T>A]A 29.0 B:T[T>A]A 0.0 N:T[T>A]A 134.0 T:T[T>A]C 0.0 U:T[T>A]C 0.5 B:T[T>A]C 0.5 N:T[T>A]C 4.5 T:T[T>A]G 1.0 U:T[T>A]G 1.0 B:T[T>A]G 0.0 N:T[T>A]G 9.5 T:T[T>A]T 16.0 U:T[T>A]T 30.0 B:T[T>A]T 0.0 N:T[T>A]T 102.5 T:T[T>C]A 1.0 U:T[T>C]A 1.0 B:T[T>C]A 0.0 N:T[T>C]A 8.0 T:T[T>C]C 0.0 U:T[T>C]C 1.5 B:T[T>C]C 0.0 N:T[T>C]C 5.5 T:T[T>C]G 0.0 U:T[T>C]G 0.0 B:T[T>C]G 0.0 N:T[T>C]G 1.0 T:T[T>C]T 24.5 U:T[T>C]T 38.0 B:T[T>C]T 0.0 N:T[T>C]T 143.5 T:T[T>G]A 5.0 U:T[T>G]A 5.5 B:T[T>G]A 0.0 N:T[T>G]A 52.5 T:T[T>G]C 0.0 U:T[T>G]C 1.0 B:T[T>G]C 0.0 N:T[T>G]C 4.0 T:T[T>G]G 0.0 U:T[T>G]G 0.0 B:T[T>G]G 0.0 N:T[T>G]G 0.0 T:T[T>G]T 25.5 U:T[T>G]T 38.5 B:T[T>G]T 0.0 N:T[T>G]T 163.0 # There must be at least 1000 mutations on the strands. # Signature and mutation type must have at least 5% of all signature mutations on the strands. # Odds ratio between fold change of real mutations and fold change of simulated mutations must be at least 1.1. cancer_type signature mutation_type Transcribed_real_count UnTranscribed_real_count NonTranscribed_real_count Transcribed_mean_sims_count UnTranscribed_mean_sims_count NonTranscribed_mean_sims_count transcribed_versus_untranscribed_p_value transcribed_versus_untranscribed_q_value percentage_of_mutations_on_strands signature_number_of_mutations_on_strands significant_strand FC_REAL FC_SIMS FC fold_change_1.1 fold_change_1.2 fold_change_1.3 fold_change_1.5 fold_change_1.75 fold_change_2+ Transcribed_real_count.1 Transcribed_mean_sims_count.1 Transcribed_min_sims_count Transcribed_max_sims_count Transcribed_sims_count_list UnTranscribed_real_count.1 UnTranscribed_mean_sims_count.1 UnTranscribed_min_sims_count UnTranscribed_max_sims_count UnTranscribed_sims_count_list NonTranscribed_real_count.1 NonTranscribed_mean_sims_count.1 NonTranscribed_min_sims_count NonTranscribed_max_sims_count NonTranscribed_sims_count_list Lymph-BNHL SBS84 C>A 118.0 131.0 589.0 194.32 194.61 450.04 0.5697357382042892 0.9958663426540537 5.684 14743.0 Untranscribed 1.11 1.001 1.109 1 118.0 194.32 164.0 233.0 [186.0, 178.0, 211.0, 197.0, 193.0, 197.0, 197.0, 181.0, 204.0, 205.0, 185.0, 195.0, 190.0, 210.0, 200.0, 198.0, 209.0, 183.0, 205.0, 192.0, 176.0, 193.0, 192.0, 189.0, 207.0, 185.0, 208.0, 209.0, 202.0, 209.0, 190.0, 181.0, 181.0, 182.0, 194.0, 177.0, 182.0, 201.0, 183.0, 200.0, 190.0, 205.0, 188.0, 201.0, 189.0, 233.0, 205.0, 198.0, 194.0, 203.0, 176.0, 189.0, 182.0, 191.0, 202.0, 228.0, 198.0, 174.0, 206.0, 182.0, 195.0, 210.0, 198.0, 205.0, 222.0, 186.0, 210.0, 200.0, 192.0, 193.0, 201.0, 200.0, 173.0, 214.0, 192.0, 182.0, 198.0, 199.0, 211.0, 176.0, 196.0, 201.0, 164.0, 182.0, 208.0, 196.0, 167.0, 190.0, 173.0, 176.0, 192.0, 187.0, 197.0, 190.0, 220.0, 191.0, 209.0, 164.0, 179.0, 202.0] 131.0 194.61 170.0 220.0 [178.0, 212.0, 192.0, 195.0, 207.0, 194.0, 192.0, 199.0, 195.0, 192.0, 204.0, 209.0, 200.0, 202.0, 195.0, 172.0, 202.0, 201.0, 203.0, 217.0, 190.0, 188.0, 204.0, 193.0, 186.0, 186.0, 213.0, 171.0, 213.0, 187.0, 205.0, 212.0, 204.0, 201.0, 198.0, 215.0, 190.0, 193.0, 185.0, 202.0, 199.0, 188.0, 206.0, 185.0, 190.0, 179.0, 188.0, 187.0, 192.0, 208.0, 194.0, 187.0, 204.0, 193.0, 184.0, 178.0, 195.0, 192.0, 184.0, 191.0, 198.0, 182.0, 206.0, 180.0, 170.0, 212.0, 194.0, 197.0, 190.0, 189.0, 171.0, 182.0, 198.0, 191.0, 190.0, 179.0, 198.0, 213.0, 197.0, 200.0, 194.0, 214.0, 195.0, 208.0, 178.0, 181.0, 212.0, 193.0, 214.0, 180.0, 192.0, 189.0, 184.0, 190.0, 203.0, 173.0, 220.0, 208.0, 198.0, 177.0] 589.0 450.04 410.0 479.0 [476.0, 447.0, 435.0, 445.0, 446.0, 449.0, 451.0, 457.0, 436.0, 440.0, 452.0, 436.0, 449.0, 427.0, 443.0, 466.0, 428.0, 453.0, 436.0, 427.0, 472.0, 464.0, 444.0, 456.0, 447.0, 465.0, 417.0, 461.0, 422.0, 442.0, 444.0, 442.0, 451.0, 452.0, 451.0, 443.0, 472.0, 443.0, 471.0, 440.0, 445.0, 445.0, 442.0, 453.0, 459.0, 429.0, 449.0, 453.0, 449.0, 431.0, 470.0, 460.0, 452.0, 454.0, 452.0, 435.0, 450.0, 475.0, 452.0, 470.0, 446.0, 450.0, 433.0, 454.0, 450.0, 445.0, 434.0, 444.0, 459.0, 456.0, 471.0, 457.0, 466.0, 438.0, 454.0, 479.0, 442.0, 426.0, 437.0, 465.0, 448.0, 426.0, 479.0, 447.0, 452.0, 463.0, 457.0, 455.0, 454.0, 479.0, 453.0, 460.0, 454.0, 460.0, 418.0, 476.0, 410.0, 469.0, 459.0, 456.0] Lymph-BNHL SBS84 C>G 658.0 629.0 2284.0 830.88 824.03 1917.96 0.6289558334434149 1.0 24.222 14743.0 Transcribed 1.046 1.008 1.037 658.0 830.88 755.0 893.0 [833.0, 828.0, 804.0, 825.0, 887.0, 807.0, 850.0, 851.0, 834.0, 798.0, 836.0, 848.0, 893.0, 803.0, 814.0, 794.0, 822.0, 767.0, 822.0, 846.0, 843.0, 833.0, 851.0, 882.0, 809.0, 823.0, 860.0, 779.0, 866.0, 879.0, 881.0, 843.0, 851.0, 863.0, 851.0, 854.0, 837.0, 840.0, 839.0, 850.0, 838.0, 773.0, 814.0, 842.0, 840.0, 869.0, 798.0, 800.0, 862.0, 837.0, 828.0, 814.0, 796.0, 823.0, 827.0, 837.0, 840.0, 794.0, 807.0, 839.0, 809.0, 825.0, 864.0, 824.0, 811.0, 867.0, 826.0, 819.0, 822.0, 797.0, 838.0, 806.0, 855.0, 840.0, 812.0, 823.0, 820.0, 873.0, 818.0, 783.0, 846.0, 842.0, 874.0, 834.0, 832.0, 787.0, 837.0, 811.0, 836.0, 878.0, 809.0, 837.0, 817.0, 830.0, 840.0, 792.0, 839.0, 755.0, 846.0, 840.0] 629.0 824.03 759.0 894.0 [820.0, 860.0, 793.0, 788.0, 847.0, 840.0, 834.0, 767.0, 833.0, 838.0, 870.0, 786.0, 796.0, 821.0, 837.0, 842.0, 808.0, 861.0, 812.0, 806.0, 848.0, 835.0, 811.0, 819.0, 832.0, 806.0, 799.0, 861.0, 806.0, 787.0, 790.0, 861.0, 849.0, 816.0, 845.0, 813.0, 847.0, 835.0, 813.0, 843.0, 837.0, 814.0, 846.0, 806.0, 834.0, 816.0, 852.0, 842.0, 793.0, 850.0, 782.0, 786.0, 824.0, 838.0, 824.0, 807.0, 827.0, 842.0, 844.0, 804.0, 894.0, 827.0, 824.0, 818.0, 832.0, 803.0, 849.0, 830.0, 844.0, 786.0, 851.0, 841.0, 765.0, 801.0, 823.0, 835.0, 838.0, 827.0, 798.0, 874.0, 773.0, 844.0, 819.0, 831.0, 847.0, 859.0, 826.0, 832.0, 796.0, 825.0, 800.0, 798.0, 822.0, 833.0, 759.0, 853.0, 827.0, 836.0, 809.0, 811.0] 2284.0 1917.96 1842.0 1990.0 [1916.0, 1890.0, 1974.0, 1952.0, 1842.0, 1920.0, 1887.0, 1956.0, 1905.0, 1939.0, 1875.0, 1940.0, 1888.0, 1949.0, 1926.0, 1932.0, 1946.0, 1945.0, 1939.0, 1920.0, 1872.0, 1915.0, 1909.0, 1868.0, 1929.0, 1941.0, 1908.0, 1940.0, 1901.0, 1904.0, 1903.0, 1875.0, 1867.0, 1895.0, 1882.0, 1900.0, 1888.0, 1897.0, 1919.0, 1878.0, 1899.0, 1990.0, 1920.0, 1931.0, 1899.0, 1885.0, 1921.0, 1934.0, 1919.0, 1885.0, 1957.0, 1971.0, 1954.0, 1907.0, 1921.0, 1926.0, 1902.0, 1935.0, 1920.0, 1927.0, 1866.0, 1928.0, 1876.0, 1941.0, 1931.0, 1916.0, 1896.0, 1925.0, 1914.0, 1989.0, 1884.0, 1921.0, 1947.0, 1926.0, 1941.0, 1924.0, 1917.0, 1869.0, 1957.0, 1916.0, 1958.0, 1881.0, 1886.0, 1900.0, 1898.0, 1924.0, 1907.0, 1926.0, 1940.0, 1877.0, 1965.0, 1946.0, 1936.0, 1909.0, 1971.0, 1929.0, 1911.0, 1976.0, 1920.0, 1917.0] Lymph-BNHL SBS84 C>T 1879.0 1807.0 6141.0 2312.11 2267.15 5275.55 0.6741327420177284 1.0 66.655 14743.0 Transcribed 1.04 1.02 1.02 1879.0 2312.11 2208.0 2424.0 [2268.0, 2246.0, 2287.0, 2239.0, 2331.0, 2212.0, 2352.0, 2332.0, 2268.0, 2318.0, 2382.0, 2312.0, 2270.0, 2318.0, 2397.0, 2360.0, 2232.0, 2308.0, 2323.0, 2298.0, 2316.0, 2275.0, 2282.0, 2358.0, 2303.0, 2380.0, 2319.0, 2353.0, 2296.0, 2337.0, 2336.0, 2320.0, 2316.0, 2262.0, 2307.0, 2287.0, 2292.0, 2249.0, 2256.0, 2278.0, 2303.0, 2274.0, 2234.0, 2304.0, 2316.0, 2387.0, 2360.0, 2310.0, 2351.0, 2393.0, 2284.0, 2347.0, 2312.0, 2226.0, 2320.0, 2332.0, 2364.0, 2378.0, 2358.0, 2248.0, 2306.0, 2325.0, 2288.0, 2424.0, 2366.0, 2331.0, 2293.0, 2388.0, 2290.0, 2287.0, 2349.0, 2265.0, 2345.0, 2255.0, 2313.0, 2354.0, 2208.0, 2266.0, 2316.0, 2288.0, 2291.0, 2365.0, 2252.0, 2260.0, 2312.0, 2277.0, 2358.0, 2327.0, 2386.0, 2329.0, 2276.0, 2329.0, 2276.0, 2365.0, 2347.0, 2325.0, 2309.0, 2331.0, 2361.0, 2302.0] 1807.0 2267.15 2132.0 2361.0 [2238.0, 2220.0, 2220.0, 2296.0, 2222.0, 2209.0, 2266.0, 2290.0, 2264.0, 2272.0, 2188.0, 2325.0, 2262.0, 2300.0, 2312.0, 2228.0, 2339.0, 2221.0, 2202.0, 2299.0, 2281.0, 2244.0, 2341.0, 2280.0, 2269.0, 2193.0, 2292.0, 2132.0, 2182.0, 2258.0, 2252.0, 2271.0, 2194.0, 2267.0, 2236.0, 2299.0, 2332.0, 2287.0, 2302.0, 2262.0, 2249.0, 2279.0, 2247.0, 2242.0, 2331.0, 2271.0, 2253.0, 2258.0, 2361.0, 2188.0, 2277.0, 2309.0, 2293.0, 2336.0, 2189.0, 2254.0, 2243.0, 2312.0, 2250.0, 2313.0, 2271.0, 2271.0, 2242.0, 2190.0, 2245.0, 2245.0, 2310.0, 2219.0, 2262.0, 2351.0, 2284.0, 2283.0, 2283.0, 2236.0, 2343.0, 2257.0, 2240.0, 2212.0, 2358.0, 2249.0, 2257.0, 2284.0, 2261.0, 2302.0, 2274.0, 2278.0, 2232.0, 2338.0, 2261.0, 2292.0, 2257.0, 2269.0, 2313.0, 2253.0, 2300.0, 2271.0, 2254.0, 2322.0, 2283.0, 2261.0] 6141.0 5275.55 5151.0 5428.0 [5344.0, 5371.0, 5351.0, 5323.0, 5294.0, 5428.0, 5234.0, 5217.0, 5320.0, 5264.0, 5282.0, 5216.0, 5330.0, 5240.0, 5158.0, 5275.0, 5289.0, 5318.0, 5312.0, 5271.0, 5247.0, 5359.0, 5229.0, 5221.0, 5287.0, 5301.0, 5241.0, 5373.0, 5378.0, 5257.0, 5266.0, 5260.0, 5339.0, 5332.0, 5318.0, 5262.0, 5220.0, 5318.0, 5297.0, 5329.0, 5296.0, 5311.0, 5370.0, 5311.0, 5215.0, 5207.0, 5240.0, 5276.0, 5151.0, 5277.0, 5296.0, 5208.0, 5245.0, 5292.0, 5340.0, 5265.0, 5240.0, 5172.0, 5253.0, 5290.0, 5285.0, 5261.0, 5315.0, 5245.0, 5238.0, 5279.0, 5244.0, 5254.0, 5305.0, 5216.0, 5227.0, 5299.0, 5231.0, 5359.0, 5191.0, 5240.0, 5398.0, 5370.0, 5199.0, 5329.0, 5296.0, 5224.0, 5332.0, 5275.0, 5254.0, 5297.0, 5275.0, 5177.0, 5207.0, 5246.0, 5325.0, 5262.0, 5262.0, 5235.0, 5226.0, 5261.0, 5286.0, 5207.0, 5200.0, 5297.0] Lymph-BNHL SBS84 T>A 40.0 40.0 234.0 62.73 71.49 180.06 0.6722312525068908 1.0 2.13 14743.0 40.0 62.73 50.0 81.0 [74.0, 67.0, 69.0, 64.0, 69.0, 65.0, 56.0, 55.0, 55.0, 70.0, 73.0, 65.0, 55.0, 62.0, 52.0, 59.0, 70.0, 57.0, 75.0, 72.0, 63.0, 58.0, 63.0, 55.0, 57.0, 73.0, 66.0, 62.0, 77.0, 67.0, 60.0, 63.0, 54.0, 64.0, 57.0, 59.0, 60.0, 73.0, 72.0, 53.0, 67.0, 68.0, 66.0, 58.0, 67.0, 61.0, 60.0, 71.0, 63.0, 67.0, 69.0, 53.0, 62.0, 60.0, 74.0, 58.0, 64.0, 55.0, 64.0, 69.0, 61.0, 57.0, 54.0, 50.0, 67.0, 60.0, 60.0, 61.0, 59.0, 61.0, 54.0, 56.0, 63.0, 63.0, 72.0, 71.0, 64.0, 67.0, 64.0, 57.0, 68.0, 61.0, 56.0, 61.0, 59.0, 67.0, 66.0, 74.0, 60.0, 60.0, 52.0, 66.0, 53.0, 81.0, 63.0, 57.0, 53.0, 57.0, 60.0, 62.0] 40.0 71.49 49.0 89.0 [73.0, 71.0, 75.0, 73.0, 76.0, 69.0, 67.0, 66.0, 67.0, 81.0, 69.0, 73.0, 72.0, 76.0, 71.0, 74.0, 82.0, 63.0, 72.0, 74.0, 79.0, 62.0, 69.0, 81.0, 70.0, 79.0, 74.0, 81.0, 84.0, 75.0, 67.0, 52.0, 81.0, 84.0, 79.0, 73.0, 73.0, 74.0, 71.0, 81.0, 66.0, 89.0, 58.0, 75.0, 60.0, 68.0, 77.0, 64.0, 84.0, 61.0, 68.0, 65.0, 64.0, 80.0, 66.0, 73.0, 71.0, 70.0, 70.0, 75.0, 74.0, 81.0, 60.0, 78.0, 49.0, 66.0, 78.0, 62.0, 67.0, 75.0, 74.0, 79.0, 70.0, 62.0, 70.0, 68.0, 82.0, 62.0, 79.0, 72.0, 68.0, 74.0, 72.0, 73.0, 70.0, 68.0, 58.0, 64.0, 81.0, 82.0, 55.0, 67.0, 64.0, 74.0, 68.0, 56.0, 79.0, 83.0, 69.0, 79.0] 234.0 180.06 153.0 207.0 [167.0, 176.0, 174.0, 177.0, 169.0, 180.0, 191.0, 192.0, 191.0, 165.0, 175.0, 178.0, 187.0, 175.0, 190.0, 181.0, 163.0, 195.0, 168.0, 167.0, 174.0, 194.0, 181.0, 178.0, 187.0, 162.0, 174.0, 170.0, 153.0, 172.0, 189.0, 198.0, 179.0, 167.0, 177.0, 182.0, 183.0, 168.0, 172.0, 181.0, 182.0, 158.0, 189.0, 182.0, 187.0, 184.0, 178.0, 180.0, 166.0, 186.0, 177.0, 196.0, 187.0, 175.0, 174.0, 184.0, 180.0, 189.0, 180.0, 171.0, 180.0, 177.0, 199.0, 185.0, 198.0, 188.0, 177.0, 193.0, 188.0, 179.0, 189.0, 180.0, 182.0, 190.0, 171.0, 175.0, 169.0, 184.0, 170.0, 184.0, 179.0, 178.0, 187.0, 180.0, 185.0, 179.0, 190.0, 176.0, 174.0, 173.0, 207.0, 180.0, 196.0, 161.0, 183.0, 201.0, 181.0, 174.0, 184.0, 173.0] Lymph-BNHL SBS84 T>C 12.0 8.0 77.0 18.8 22.91 55.84 0.4117565970481068 0.829310515637258 0.658 14743.0 Transcribed 1.5 0.821 1.828 1 1 1 1 1 12.0 18.8 11.0 32.0 [15.0, 17.0, 27.0, 25.0, 13.0, 22.0, 23.0, 18.0, 25.0, 15.0, 14.0, 19.0, 21.0, 21.0, 14.0, 19.0, 18.0, 16.0, 21.0, 21.0, 21.0, 11.0, 26.0, 15.0, 17.0, 17.0, 21.0, 21.0, 21.0, 20.0, 16.0, 17.0, 19.0, 21.0, 14.0, 14.0, 14.0, 18.0, 28.0, 20.0, 14.0, 19.0, 16.0, 18.0, 20.0, 25.0, 23.0, 21.0, 19.0, 22.0, 19.0, 17.0, 18.0, 18.0, 28.0, 18.0, 15.0, 13.0, 15.0, 21.0, 21.0, 19.0, 25.0, 12.0, 14.0, 22.0, 22.0, 15.0, 18.0, 18.0, 18.0, 21.0, 19.0, 22.0, 19.0, 13.0, 17.0, 32.0, 18.0, 19.0, 18.0, 20.0, 19.0, 22.0, 14.0, 16.0, 14.0, 18.0, 19.0, 15.0, 23.0, 17.0, 23.0, 22.0, 16.0, 20.0, 17.0, 21.0, 17.0, 11.0] 8.0 22.91 10.0 32.0 [16.0, 22.0, 29.0, 23.0, 27.0, 21.0, 17.0, 29.0, 19.0, 28.0, 27.0, 25.0, 20.0, 18.0, 22.0, 18.0, 26.0, 19.0, 23.0, 25.0, 22.0, 27.0, 23.0, 32.0, 26.0, 25.0, 21.0, 27.0, 22.0, 23.0, 24.0, 19.0, 18.0, 22.0, 26.0, 27.0, 28.0, 28.0, 23.0, 17.0, 30.0, 27.0, 28.0, 27.0, 25.0, 26.0, 20.0, 20.0, 21.0, 21.0, 29.0, 25.0, 24.0, 15.0, 23.0, 25.0, 25.0, 25.0, 26.0, 23.0, 24.0, 22.0, 12.0, 20.0, 26.0, 22.0, 18.0, 25.0, 17.0, 24.0, 19.0, 22.0, 26.0, 10.0, 17.0, 23.0, 31.0, 22.0, 28.0, 25.0, 26.0, 20.0, 28.0, 19.0, 25.0, 18.0, 22.0, 21.0, 21.0, 19.0, 19.0, 27.0, 19.0, 21.0, 23.0, 20.0, 24.0, 26.0, 17.0, 24.0] 77.0 55.84 41.0 66.0 [66.0, 59.0, 41.0, 49.0, 57.0, 54.0, 57.0, 50.0, 53.0, 54.0, 57.0, 55.0, 58.0, 58.0, 62.0, 60.0, 54.0, 63.0, 54.0, 51.0, 54.0, 60.0, 49.0, 51.0, 54.0, 56.0, 56.0, 49.0, 55.0, 56.0, 57.0, 61.0, 61.0, 55.0, 57.0, 56.0, 56.0, 52.0, 48.0, 60.0, 53.0, 51.0, 54.0, 52.0, 53.0, 48.0, 54.0, 56.0, 58.0, 56.0, 51.0, 56.0, 55.0, 64.0, 47.0, 54.0, 57.0, 59.0, 56.0, 53.0, 53.0, 56.0, 61.0, 65.0, 57.0, 54.0, 57.0, 57.0, 62.0, 55.0, 62.0, 56.0, 55.0, 66.0, 61.0, 61.0, 50.0, 43.0, 51.0, 53.0, 55.0, 57.0, 51.0, 57.0, 58.0, 63.0, 61.0, 59.0, 57.0, 63.0, 55.0, 54.0, 56.0, 55.0, 58.0, 57.0, 56.0, 50.0, 63.0, 62.0] Lymph-BNHL SBS84 T>G 11.0 27.0 58.0 19.95 22.28 54.36 0.16369660419957902 0.42507705056512923 0.651 14743.0 Untranscribed 2.455 1.117 2.198 1 1 1 1 1 1 11.0 19.95 10.0 30.0 [18.0, 18.0, 17.0, 20.0, 19.0, 10.0, 25.0, 18.0, 18.0, 15.0, 20.0, 25.0, 19.0, 12.0, 15.0, 18.0, 19.0, 21.0, 23.0, 15.0, 16.0, 18.0, 17.0, 25.0, 21.0, 28.0, 23.0, 24.0, 17.0, 22.0, 21.0, 17.0, 17.0, 18.0, 15.0, 24.0, 22.0, 21.0, 21.0, 18.0, 22.0, 25.0, 18.0, 23.0, 16.0, 21.0, 20.0, 21.0, 18.0, 18.0, 24.0, 14.0, 20.0, 19.0, 17.0, 21.0, 25.0, 21.0, 19.0, 14.0, 17.0, 15.0, 25.0, 19.0, 24.0, 26.0, 16.0, 17.0, 25.0, 22.0, 17.0, 24.0, 16.0, 19.0, 19.0, 19.0, 21.0, 15.0, 20.0, 24.0, 21.0, 23.0, 15.0, 25.0, 27.0, 30.0, 22.0, 22.0, 13.0, 22.0, 27.0, 25.0, 19.0, 17.0, 22.0, 19.0, 13.0, 21.0, 25.0, 21.0] 27.0 22.28 12.0 34.0 [30.0, 19.0, 17.0, 22.0, 23.0, 21.0, 23.0, 22.0, 20.0, 20.0, 23.0, 23.0, 31.0, 32.0, 25.0, 27.0, 22.0, 20.0, 28.0, 18.0, 27.0, 21.0, 17.0, 23.0, 21.0, 24.0, 22.0, 15.0, 21.0, 20.0, 24.0, 25.0, 23.0, 27.0, 19.0, 21.0, 18.0, 27.0, 20.0, 20.0, 24.0, 19.0, 23.0, 19.0, 21.0, 23.0, 17.0, 19.0, 27.0, 23.0, 22.0, 25.0, 34.0, 16.0, 21.0, 21.0, 26.0, 20.0, 29.0, 25.0, 21.0, 27.0, 32.0, 23.0, 30.0, 20.0, 26.0, 26.0, 21.0, 16.0, 24.0, 19.0, 16.0, 22.0, 19.0, 28.0, 16.0, 14.0, 18.0, 19.0, 26.0, 24.0, 21.0, 19.0, 16.0, 12.0, 24.0, 21.0, 24.0, 28.0, 15.0, 16.0, 23.0, 21.0, 20.0, 23.0, 30.0, 23.0, 23.0, 27.0] 58.0 54.36 40.0 67.0 [48.0, 59.0, 62.0, 54.0, 54.0, 65.0, 49.0, 57.0, 58.0, 61.0, 53.0, 48.0, 46.0, 52.0, 56.0, 51.0, 57.0, 56.0, 46.0, 65.0, 53.0, 57.0, 63.0, 49.0, 56.0, 45.0, 52.0, 57.0, 59.0, 54.0, 53.0, 56.0, 57.0, 51.0, 63.0, 52.0, 57.0, 49.0, 55.0, 59.0, 50.0, 52.0, 55.0, 54.0, 59.0, 52.0, 60.0, 58.0, 54.0, 56.0, 50.0, 58.0, 43.0, 62.0, 58.0, 54.0, 47.0, 55.0, 48.0, 57.0, 59.0, 54.0, 40.0, 55.0, 44.0, 50.0, 55.0, 53.0, 50.0, 58.0, 56.0, 53.0, 64.0, 55.0, 59.0, 50.0, 59.0, 67.0, 58.0, 54.0, 50.0, 53.0, 60.0, 52.0, 54.0, 54.0, 51.0, 53.0, 59.0, 47.0, 54.0, 56.0, 55.0, 58.0, 54.0, 54.0, 53.0, 53.0, 48.0, 49.0] Summary across all cancer types signature mutation_type strand fold_change_1.1 len(fold_change_1.1_cancer_types) fold_change_1.2 len(fold_change_1.2_cancer_types) fold_change_1.3 len(fold_change_1.3_cancer_types) fold_change_1.5 len(fold_change_1.5_cancer_types) fold_change_1.75 len(fold_change_1.75_cancer_types) fold_change_2+ len(fold_change_2+_cancer_types) all_cancer_types_list len(all_cancer_types_list) avg_fold_change