# 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 genic (transcribed:T, untranscribed:U and bitranscribed:B) and intergenic (nontranscribed:N) regions averaged across cancer types. MutationType Across_All_Cancer_Types T:A[C>A]A 40.0 U:A[C>A]A 31.0 B:A[C>A]A 0.0 N:A[C>A]A 208.0 T:A[C>A]C 68.0 U:A[C>A]C 44.0 B:A[C>A]C 0.0 N:A[C>A]C 298.0 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 1.0 T:A[C>A]T 77.0 U:A[C>A]T 72.0 B:A[C>A]T 1.0 N:A[C>A]T 446.0 T:A[C>G]A 0.0 U:A[C>G]A 0.0 B:A[C>G]A 0.0 N:A[C>G]A 2.0 T:A[C>G]C 0.0 U:A[C>G]C 0.0 B:A[C>G]C 0.0 N:A[C>G]C 1.0 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 0.0 U:A[C>G]T 0.0 B:A[C>G]T 0.0 N:A[C>G]T 0.0 T:A[C>T]A 11.0 U:A[C>T]A 9.0 B:A[C>T]A 0.0 N:A[C>T]A 58.0 T:A[C>T]C 1.0 U:A[C>T]C 2.0 B:A[C>T]C 0.0 N:A[C>T]C 7.0 T:A[C>T]G 7.0 U:A[C>T]G 5.0 B:A[C>T]G 0.0 N:A[C>T]G 19.0 T:A[C>T]T 5.0 U:A[C>T]T 4.0 B:A[C>T]T 0.0 N:A[C>T]T 19.0 T:A[T>A]A 0.0 U:A[T>A]A 0.0 B:A[T>A]A 0.0 N:A[T>A]A 0.0 T:A[T>A]C 16.0 U:A[T>A]C 20.0 B:A[T>A]C 0.0 N:A[T>A]C 77.0 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 4.0 T:A[T>A]T 218.0 U:A[T>A]T 217.0 B:A[T>A]T 0.0 N:A[T>A]T 988.0 T:A[T>C]A 24.0 U:A[T>C]A 20.0 B:A[T>C]A 0.0 N:A[T>C]A 134.0 T:A[T>C]C 16.0 U:A[T>C]C 15.0 B:A[T>C]C 0.0 N:A[T>C]C 67.0 T:A[T>C]G 14.0 U:A[T>C]G 14.0 B:A[T>C]G 0.0 N:A[T>C]G 79.0 T:A[T>C]T 22.0 U:A[T>C]T 24.0 B:A[T>C]T 0.0 N:A[T>C]T 126.0 T:A[T>G]A 1.0 U:A[T>G]A 1.0 B:A[T>G]A 0.0 N:A[T>G]A 6.0 T:A[T>G]C 0.0 U:A[T>G]C 0.0 B:A[T>G]C 0.0 N:A[T>G]C 0.0 T:A[T>G]G 0.0 U:A[T>G]G 0.0 B:A[T>G]G 0.0 N:A[T>G]G 0.0 T:A[T>G]T 57.0 U:A[T>G]T 58.0 B:A[T>G]T 0.0 N:A[T>G]T 241.0 T:C[C>A]A 28.0 U:C[C>A]A 24.0 B:C[C>A]A 0.0 N:C[C>A]A 126.0 T:C[C>A]C 27.0 U:C[C>A]C 16.0 B:C[C>A]C 0.0 N:C[C>A]C 132.0 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 0.0 T:C[C>A]T 359.0 U:C[C>A]T 317.0 B:C[C>A]T 4.0 N:C[C>A]T 1678.0 T:C[C>G]A 0.0 U:C[C>G]A 0.0 B:C[C>G]A 0.0 N:C[C>G]A 0.0 T:C[C>G]C 0.0 U:C[C>G]C 0.0 B:C[C>G]C 0.0 N:C[C>G]C 0.0 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 0.0 U:C[C>G]T 0.0 B:C[C>G]T 0.0 N:C[C>G]T 2.0 T:C[C>T]A 0.0 U:C[C>T]A 0.0 B:C[C>T]A 0.0 N:C[C>T]A 2.0 T:C[C>T]C 1.0 U:C[C>T]C 0.0 B:C[C>T]C 0.0 N:C[C>T]C 3.0 T:C[C>T]G 18.0 U:C[C>T]G 18.0 B:C[C>T]G 1.0 N:C[C>T]G 66.0 T:C[C>T]T 1.0 U:C[C>T]T 1.0 B:C[C>T]T 0.0 N:C[C>T]T 4.0 T:C[T>A]A 5.0 U:C[T>A]A 1.0 B:C[T>A]A 0.0 N:C[T>A]A 16.0 T:C[T>A]C 2.0 U:C[T>A]C 1.0 B:C[T>A]C 0.0 N:C[T>A]C 10.0 T:C[T>A]G 3.0 U:C[T>A]G 4.0 B:C[T>A]G 0.0 N:C[T>A]G 16.0 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 8.0 U:C[T>C]A 7.0 B:C[T>C]A 0.0 N:C[T>C]A 48.0 T:C[T>C]C 7.0 U:C[T>C]C 6.0 B:C[T>C]C 0.0 N:C[T>C]C 38.0 T:C[T>C]G 1.0 U:C[T>C]G 1.0 B:C[T>C]G 0.0 N:C[T>C]G 4.0 T:C[T>C]T 1.0 U:C[T>C]T 1.0 B:C[T>C]T 0.0 N:C[T>C]T 5.0 T:C[T>G]A 43.0 U:C[T>G]A 27.0 B:C[T>G]A 1.0 N:C[T>G]A 169.0 T:C[T>G]C 0.0 U:C[T>G]C 0.0 B:C[T>G]C 0.0 N:C[T>G]C 0.0 T:C[T>G]G 18.0 U:C[T>G]G 20.0 B:C[T>G]G 0.0 N:C[T>G]G 87.0 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 0.0 U:G[C>A]A 0.0 B:G[C>A]A 0.0 N:G[C>A]A 3.0 T:G[C>A]C 30.0 U:G[C>A]C 26.0 B:G[C>A]C 0.0 N:G[C>A]C 138.0 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 0.0 T:G[C>A]T 61.0 U:G[C>A]T 51.0 B:G[C>A]T 0.0 N:G[C>A]T 308.0 T:G[C>G]A 0.0 U:G[C>G]A 0.0 B:G[C>G]A 0.0 N:G[C>G]A 0.0 T:G[C>G]C 0.0 U:G[C>G]C 0.0 B:G[C>G]C 0.0 N:G[C>G]C 0.0 T:G[C>G]G 0.0 U:G[C>G]G 0.0 B:G[C>G]G 0.0 N:G[C>G]G 0.0 T:G[C>G]T 0.0 U:G[C>G]T 0.0 B:G[C>G]T 0.0 N:G[C>G]T 0.0 T:G[C>T]A 0.0 U:G[C>T]A 0.0 B:G[C>T]A 0.0 N:G[C>T]A 0.0 T:G[C>T]C 1.0 U:G[C>T]C 1.0 B:G[C>T]C 0.0 N:G[C>T]C 4.0 T:G[C>T]G 10.0 U:G[C>T]G 10.0 B:G[C>T]G 0.0 N:G[C>T]G 29.0 T:G[C>T]T 1.0 U:G[C>T]T 2.0 B:G[C>T]T 0.0 N:G[C>T]T 9.0 T:G[T>A]A 1.0 U:G[T>A]A 1.0 B:G[T>A]A 0.0 N:G[T>A]A 5.0 T:G[T>A]C 12.0 U:G[T>A]C 5.0 B:G[T>A]C 0.0 N:G[T>A]C 41.0 T:G[T>A]G 1.0 U:G[T>A]G 0.0 B:G[T>A]G 0.0 N:G[T>A]G 5.0 T:G[T>A]T 21.0 U:G[T>A]T 27.0 B:G[T>A]T 0.0 N:G[T>A]T 104.0 T:G[T>C]A 2.0 U:G[T>C]A 2.0 B:G[T>C]A 0.0 N:G[T>C]A 12.0 T:G[T>C]C 0.0 U:G[T>C]C 0.0 B:G[T>C]C 0.0 N:G[T>C]C 0.0 T:G[T>C]G 5.0 U:G[T>C]G 6.0 B:G[T>C]G 0.0 N:G[T>C]G 21.0 T:G[T>C]T 9.0 U:G[T>C]T 11.0 B:G[T>C]T 0.0 N:G[T>C]T 42.0 T:G[T>G]A 0.0 U:G[T>G]A 0.0 B:G[T>G]A 0.0 N:G[T>G]A 0.0 T:G[T>G]C 0.0 U:G[T>G]C 0.0 B:G[T>G]C 0.0 N:G[T>G]C 0.0 T:G[T>G]G 0.0 U:G[T>G]G 0.0 B:G[T>G]G 0.0 N:G[T>G]G 0.0 T:G[T>G]T 1.0 U:G[T>G]T 2.0 B:G[T>G]T 0.0 N:G[T>G]T 10.0 T:T[C>A]A 774.0 U:T[C>A]A 872.0 B:T[C>A]A 8.0 N:T[C>A]A 3974.0 T:T[C>A]C 39.0 U:T[C>A]C 48.0 B:T[C>A]C 0.0 N:T[C>A]C 209.0 T:T[C>A]G 15.0 U:T[C>A]G 13.0 B:T[C>A]G 0.0 N:T[C>A]G 79.0 T:T[C>A]T 1417.0 U:T[C>A]T 1498.0 B:T[C>A]T 18.0 N:T[C>A]T 7344.0 T:T[C>G]A 3.0 U:T[C>G]A 1.0 B:T[C>G]A 0.0 N:T[C>G]A 9.0 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 1.0 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 0.0 U:T[C>G]T 0.0 B:T[C>G]T 0.0 N:T[C>G]T 4.0 T:T[C>T]A 0.0 U:T[C>T]A 0.0 B:T[C>T]A 0.0 N:T[C>T]A 2.0 T:T[C>T]C 0.0 U:T[C>T]C 0.0 B:T[C>T]C 0.0 N:T[C>T]C 2.0 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 1.0 T:T[C>T]T 0.0 U:T[C>T]T 0.0 B:T[C>T]T 0.0 N:T[C>T]T 1.0 T:T[T>A]A 93.0 U:T[T>A]A 97.0 B:T[T>A]A 1.0 N:T[T>A]A 333.0 T:T[T>A]C 2.0 U:T[T>A]C 2.0 B:T[T>A]C 0.0 N:T[T>A]C 12.0 T:T[T>A]G 18.0 U:T[T>A]G 28.0 B:T[T>A]G 0.0 N:T[T>A]G 136.0 T:T[T>A]T 5.0 U:T[T>A]T 6.0 B:T[T>A]T 0.0 N:T[T>A]T 24.0 T:T[T>C]A 2.0 U:T[T>C]A 2.0 B:T[T>C]A 0.0 N:T[T>C]A 11.0 T:T[T>C]C 7.0 U:T[T>C]C 6.0 B:T[T>C]C 0.0 N:T[T>C]C 36.0 T:T[T>C]G 7.0 U:T[T>C]G 7.0 B:T[T>C]G 0.0 N:T[T>C]G 31.0 T:T[T>C]T 1.0 U:T[T>C]T 2.0 B:T[T>C]T 0.0 N:T[T>C]T 9.0 T:T[T>G]A 70.0 U:T[T>G]A 78.0 B:T[T>G]A 0.0 N:T[T>G]A 330.0 T:T[T>G]C 0.0 U:T[T>G]C 0.0 B:T[T>G]C 0.0 N:T[T>G]C 0.0 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 1.0 T:T[T>G]T 223.0 U:T[T>G]T 284.0 B:T[T>G]T 3.0 N:T[T>G]T 1129.0 # 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 genic_real_count intergenic_real_count genic_mean_sims_count intergenic_mean_sims_count genic_versus_intergenic_p_value genic_versus_intergenic_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 Transcribed_mean_sims_count Transcribed_min_sims_count Transcribed_max_sims_count Transcribed_sims_count_list UnTranscribed_real_count UnTranscribed_mean_sims_count UnTranscribed_min_sims_count UnTranscribed_max_sims_count UnTranscribed_sims_count_list NonTranscribed_real_count NonTranscribed_mean_sims_count NonTranscribed_min_sims_count NonTranscribed_max_sims_count NonTranscribed_sims_count_list Panc-AdenoCA SBS56 C>A 6567.0 15837.0 9535.07 12923.4 6.963166215729896e-186 1.7643663991920082e-184 76.71 29206.0 Intergenic 2.412 1.355 1.779 1 1 1 1 1 3231.0 4713.05 4535.0 4902.0 [4808, 4704, 4767, 4858, 4639, 4749, 4690, 4670, 4761, 4735, 4616, 4773, 4637, 4727, 4660, 4635, 4709, 4535, 4607, 4562, 4718, 4824, 4804, 4731, 4699, 4725, 4732, 4736, 4674, 4699, 4811, 4727, 4699, 4750, 4751, 4618, 4747, 4681, 4639, 4732, 4722, 4739, 4802, 4749, 4741, 4651, 4755, 4738, 4602, 4702, 4785, 4837, 4635, 4691, 4788, 4665, 4685, 4691, 4715, 4718, 4804, 4692, 4799, 4660, 4704, 4800, 4867, 4643, 4753, 4693, 4589, 4691, 4541, 4792, 4748, 4619, 4734, 4751, 4764, 4704, 4620, 4864, 4626, 4654, 4727, 4596, 4667, 4761, 4756, 4692, 4663, 4902, 4712, 4692, 4682, 4702, 4732, 4747, 4757, 4655] 3336.0 4822.02 4689.0 4976.0 [4742, 4852, 4775, 4897, 4976, 4714, 4914, 4795, 4818, 4716, 4806, 4761, 4896, 4901, 4775, 4853, 4811, 4975, 4758, 4819, 4797, 4789, 4893, 4786, 4866, 4848, 4841, 4830, 4852, 4815, 4814, 4748, 4776, 4910, 4797, 4933, 4768, 4757, 4820, 4824, 4831, 4756, 4745, 4867, 4896, 4802, 4843, 4699, 4751, 4830, 4976, 4788, 4820, 4930, 4805, 4922, 4799, 4833, 4831, 4873, 4833, 4854, 4846, 4865, 4775, 4735, 4761, 4818, 4769, 4739, 4777, 4712, 4898, 4794, 4887, 4842, 4832, 4856, 4878, 4815, 4834, 4787, 4827, 4806, 4897, 4802, 4838, 4849, 4851, 4853, 4869, 4761, 4792, 4763, 4742, 4689, 4759, 4805, 4880, 4897] 15837.0 12923.4 12697.0 13095.0 [12904, 12902, 12918, 12726, 12847, 12978, 12866, 12977, 12865, 13009, 13035, 12915, 12936, 12827, 13012, 12982, 12939, 12947, 13092, 13073, 12936, 12836, 12779, 12959, 12904, 12882, 12881, 12891, 12925, 12948, 12836, 12979, 12974, 12790, 12885, 12923, 12951, 13008, 13012, 12907, 12916, 12950, 12910, 12835, 12831, 12989, 12862, 13014, 13095, 12922, 12697, 12852, 12994, 12850, 12880, 12860, 12969, 12923, 12910, 12879, 12822, 12909, 12827, 12934, 12988, 12927, 12839, 13007, 12957, 13029, 13081, 13041, 13018, 12855, 12832, 13003, 12892, 12841, 12811, 12960, 12990, 12817, 13001, 12991, 12845, 13042, 12952, 12869, 12861, 12914, 12920, 12792, 12946, 12999, 13056, 13075, 12964, 12913, 12819, 12907] Panc-AdenoCA SBS56 C>G 0.0 0.0 0.0 0.0 1.0 1.0 0.0 29206.0 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] Panc-AdenoCA SBS56 C>T 0.0 0.0 0.0 0.0 1.0 1.0 0.0 29206.0 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] Panc-AdenoCA SBS56 T>A 966.0 1922.0 1207.73 1689.6 1.2001184494880045e-10 7.636564525711677e-10 9.888 29206.0 Intergenic 1.99 1.399 1.422 1 1 1 465.0 566.35 515.0 605.0 [565, 573, 588, 556, 589, 543, 569, 563, 585, 566, 581, 585, 580, 563, 583, 567, 548, 552, 582, 549, 562, 596, 603, 537, 565, 566, 547, 569, 553, 543, 580, 570, 570, 563, 577, 541, 591, 562, 580, 596, 568, 590, 543, 582, 567, 560, 593, 552, 588, 560, 538, 565, 549, 564, 562, 566, 568, 554, 570, 586, 539, 565, 566, 556, 587, 543, 581, 544, 596, 570, 549, 593, 569, 550, 605, 563, 567, 541, 581, 554, 552, 591, 557, 547, 548, 601, 547, 577, 577, 561, 550, 556, 570, 569, 534, 588, 553, 515, 580, 560] 501.0 641.38 588.0 712.0 [663, 598, 628, 664, 643, 605, 673, 629, 619, 646, 637, 638, 645, 637, 637, 640, 632, 643, 612, 647, 636, 605, 653, 656, 659, 639, 657, 633, 637, 712, 628, 623, 625, 619, 629, 655, 637, 664, 605, 628, 646, 654, 656, 684, 657, 652, 623, 638, 667, 635, 691, 648, 631, 615, 636, 652, 662, 661, 642, 638, 595, 660, 647, 630, 632, 631, 687, 643, 588, 636, 628, 605, 615, 672, 630, 675, 646, 634, 611, 637, 620, 623, 639, 639, 662, 669, 639, 673, 621, 635, 647, 645, 669, 644, 694, 654, 652, 666, 616, 605] 1922.0 1689.6 1628.0 1756.0 [1674, 1727, 1680, 1679, 1670, 1751, 1658, 1709, 1687, 1687, 1681, 1673, 1672, 1699, 1677, 1695, 1716, 1704, 1702, 1703, 1699, 1698, 1640, 1706, 1677, 1693, 1695, 1692, 1706, 1646, 1688, 1708, 1697, 1713, 1691, 1702, 1669, 1670, 1716, 1669, 1678, 1651, 1696, 1634, 1666, 1685, 1681, 1704, 1643, 1703, 1668, 1683, 1718, 1717, 1705, 1677, 1667, 1685, 1688, 1670, 1756, 1675, 1684, 1708, 1678, 1717, 1628, 1713, 1714, 1692, 1720, 1699, 1714, 1679, 1658, 1662, 1684, 1724, 1706, 1703, 1736, 1684, 1702, 1708, 1684, 1633, 1713, 1651, 1700, 1707, 1701, 1694, 1659, 1683, 1663, 1657, 1688, 1716, 1699, 1730] Panc-AdenoCA SBS56 T>C 0.0 0.0 0.0 0.0 1.0 1.0 0.0 29206.0 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] Panc-AdenoCA SBS56 T>G 1264.0 2650.0 1644.51 2276.99 1.089494211601065e-18 8.832406087018391e-18 13.401 29206.0 Intergenic 2.097 1.385 1.514 1 1 1 1 600.0 756.37 707.0 806.0 [734, 783, 773, 770, 771, 732, 773, 763, 719, 745, 712, 722, 721, 709, 713, 798, 778, 768, 707, 795, 753, 735, 718, 755, 782, 731, 806, 788, 719, 777, 767, 802, 769, 789, 796, 734, 713, 745, 735, 749, 804, 726, 725, 753, 734, 739, 801, 741, 766, 790, 753, 794, 762, 770, 765, 770, 757, 763, 740, 737, 729, 751, 761, 708, 751, 749, 772, 729, 747, 740, 768, 780, 774, 785, 734, 747, 769, 797, 740, 783, 799, 751, 754, 759, 787, 784, 743, 767, 771, 759, 750, 769, 750, 707, 716, 742, 729, 792, 771, 784] 664.0 888.14 834.0 961.0 [892, 917, 853, 900, 847, 909, 904, 861, 914, 925, 928, 879, 913, 861, 907, 834, 862, 875, 896, 863, 841, 884, 874, 961, 885, 889, 880, 854, 860, 926, 843, 881, 882, 914, 862, 880, 915, 882, 872, 886, 866, 887, 913, 896, 871, 921, 886, 907, 859, 920, 906, 879, 904, 897, 873, 903, 908, 881, 887, 922, 920, 856, 908, 901, 908, 881, 936, 886, 910, 903, 893, 869, 851, 892, 892, 855, 889, 869, 894, 900, 850, 913, 895, 878, 865, 874, 915, 876, 895, 864, 933, 919, 875, 856, 913, 876, 868, 874, 834, 931] 2650.0 2276.99 2202.0 2355.0 [2298, 2223, 2299, 2252, 2305, 2281, 2247, 2298, 2286, 2248, 2287, 2318, 2285, 2349, 2305, 2284, 2282, 2275, 2322, 2264, 2322, 2301, 2329, 2202, 2255, 2300, 2241, 2280, 2339, 2217, 2311, 2243, 2269, 2222, 2267, 2313, 2295, 2301, 2312, 2289, 2257, 2310, 2281, 2276, 2314, 2257, 2238, 2286, 2299, 2213, 2261, 2248, 2255, 2251, 2284, 2248, 2257, 2275, 2289, 2259, 2271, 2307, 2252, 2311, 2256, 2294, 2214, 2305, 2263, 2279, 2262, 2273, 2288, 2240, 2300, 2322, 2265, 2255, 2286, 2244, 2265, 2264, 2276, 2281, 2262, 2261, 2260, 2274, 2256, 2302, 2242, 2236, 2301, 2355, 2294, 2299, 2323, 2260, 2322, 2205] 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 SBS56 C>A Intergenic ['Panc-AdenoCA'] 1 ['Panc-AdenoCA'] 1 ['Panc-AdenoCA'] 1 ['Panc-AdenoCA'] 1 ['Panc-AdenoCA'] 1 [] 0 ['Panc-AdenoCA'] 1 SBS56 T>A Intergenic ['Panc-AdenoCA'] 1 ['Panc-AdenoCA'] 1 ['Panc-AdenoCA'] 1 [] 0 [] 0 [] 0 ['Panc-AdenoCA'] 1 SBS56 T>G Intergenic ['Panc-AdenoCA'] 1 ['Panc-AdenoCA'] 1 ['Panc-AdenoCA'] 1 ['Panc-AdenoCA'] 1 [] 0 [] 0 ['Panc-AdenoCA'] 1