# 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 lagging:A and leading:E strands averaged across cancer types. MutationType Across_All_Cancer_Types A:A[C>A]A 6.044 E:A[C>A]A 6.919 A:A[C>G]A 5.738 E:A[C>G]A 6.588 A:A[C>T]A 2551.919 E:A[C>T]A 2714.951 A:A[T>A]A 26.919 E:A[T>A]A 26.633 A:A[T>C]A 31.053 E:A[T>C]A 30.456 A:A[T>G]A 12.346 E:A[T>G]A 13.207 A:A[C>A]C 28.347 E:A[C>A]C 32.146 A:A[C>G]C 8.725 E:A[C>G]C 11.105 A:A[C>T]C 12367.958 E:A[C>T]C 12678.558 A:A[T>A]C 14.207 E:A[T>A]C 16.677 A:A[T>C]C 30.675 E:A[T>C]C 34.962 A:A[T>G]C 1.926 E:A[T>G]C 2.152 A:A[C>A]G 4.52 E:A[C>A]G 2.393 A:A[C>G]G 1.384 E:A[C>G]G 1.384 A:A[C>T]G 641.164 E:A[C>T]G 647.956 A:A[T>A]G 1.453 E:A[T>A]G 1.453 A:A[T>C]G 5.693 E:A[T>C]G 5.862 A:A[T>G]G 5.691 E:A[T>G]G 4.58 A:A[C>A]T 22.574 E:A[C>A]T 22.131 A:A[C>G]T 18.353 E:A[C>G]T 16.162 A:A[C>T]T 9487.387 E:A[C>T]T 9459.194 A:A[T>A]T 0.288 E:A[T>A]T 0.312 A:A[T>C]T 38.764 E:A[T>C]T 36.06 A:A[T>G]T 11.846 E:A[T>G]T 11.846 A:C[C>A]A 37.207 E:C[C>A]A 40.184 A:C[C>G]A 6.957 E:C[C>G]A 6.324 A:C[C>T]A 1607.695 E:C[C>T]A 1598.73 A:C[T>A]A 11.111 E:C[T>A]A 11.653 A:C[T>C]A 9.413 E:C[T>C]A 10.011 A:C[T>G]A 0.0 E:C[T>G]A 0.0 A:C[C>A]C 53.607 E:C[C>A]C 59.976 A:C[C>G]C 4.403 E:C[C>G]C 4.403 A:C[C>T]C 13040.959 E:C[C>T]C 13359.294 A:C[T>A]C 12.142 E:C[T>A]C 11.692 A:C[T>C]C 35.42 E:C[T>C]C 30.87 A:C[T>G]C 0.0 E:C[T>G]C 0.0 A:C[C>A]G 0.149 E:C[C>A]G 0.168 A:C[C>G]G 0.093 E:C[C>G]G 0.124 A:C[C>T]G 110.662 E:C[C>T]G 109.135 A:C[T>A]G 20.234 E:C[T>A]G 15.402 A:C[T>C]G 2.145 E:C[T>C]G 2.145 A:C[T>G]G 0.0 E:C[T>G]G 0.0 A:C[C>A]T 18.125 E:C[C>A]T 17.275 A:C[C>G]T 0.28 E:C[C>G]T 0.308 A:C[C>T]T 8992.891 E:C[C>T]T 8991.938 A:C[T>A]T 14.19 E:C[T>A]T 15.461 A:C[T>C]T 3.466 E:C[T>C]T 3.388 A:C[T>G]T 3.446 E:C[T>G]T 3.101 A:G[C>A]A 6.281 E:G[C>A]A 5.251 A:G[C>G]A 1.331 E:G[C>G]A 1.397 A:G[C>T]A 2454.204 E:G[C>T]A 2450.694 A:G[T>A]A 0.063 E:G[T>A]A 0.06 A:G[T>C]A 65.383 E:G[T>C]A 60.176 A:G[T>G]A 1.704 E:G[T>G]A 1.491 A:G[C>A]C 20.252 E:G[C>A]C 18.61 A:G[C>G]C 4.418 E:G[C>G]C 4.004 A:G[C>T]C 10125.217 E:G[C>T]C 10262.637 A:G[T>A]C 11.969 E:G[T>A]C 12.927 A:G[T>C]C 56.705 E:G[T>C]C 60.168 A:G[T>G]C 0.0 E:G[T>G]C 0.0 A:G[C>A]G 0.201 E:G[C>A]G 0.201 A:G[C>G]G 0.03 E:G[C>G]G 0.075 A:G[C>T]G 269.781 E:G[C>T]G 262.828 A:G[T>A]G 3.259 E:G[T>A]G 4.802 A:G[T>C]G 17.698 E:G[T>C]G 17.909 A:G[T>G]G 2.685 E:G[T>G]G 3.729 A:G[C>A]T 0.0 E:G[C>A]T 0.0 A:G[C>G]T 5.611 E:G[C>G]T 5.446 A:G[C>T]T 7072.857 E:G[C>T]T 6805.866 A:G[T>A]T 11.422 E:G[T>A]T 13.281 A:G[T>C]T 15.812 E:G[T>C]T 17.239 A:G[T>G]T 11.443 E:G[T>G]T 7.947 A:T[C>A]A 10.688 E:T[C>A]A 11.672 A:T[C>G]A 1.055 E:T[C>G]A 0.83 A:T[C>T]A 2430.886 E:T[C>T]A 2535.432 A:T[T>A]A 9.809 E:T[T>A]A 10.973 A:T[T>C]A 4.505 E:T[T>C]A 4.248 A:T[T>G]A 3.753 E:T[T>G]A 3.649 A:T[C>A]C 55.687 E:T[C>A]C 59.874 A:T[C>G]C 10.604 E:T[C>G]C 12.516 A:T[C>T]C 15989.361 E:T[C>T]C 16147.138 A:T[T>A]C 11.117 E:T[T>A]C 12.927 A:T[T>C]C 24.463 E:T[T>C]C 26.733 A:T[T>G]C 1.981 E:T[T>G]C 2.049 A:T[C>A]G 0.0 E:T[C>A]G 0.0 A:T[C>G]G 0.0 E:T[C>G]G 0.0 A:T[C>T]G 0.051 E:T[C>T]G 0.05 A:T[T>A]G 8.054 E:T[T>A]G 8.974 A:T[T>C]G 3.992 E:T[T>C]G 4.151 A:T[T>G]G 2.901 E:T[T>G]G 3.743 A:T[C>A]T 3.016 E:T[C>A]T 2.574 A:T[C>G]T 11.558 E:T[C>G]T 10.603 A:T[C>T]T 12739.721 E:T[C>T]T 12670.419 A:T[T>A]T 40.781 E:T[T>A]T 43.594 A:T[T>C]T 4.949 E:T[T>C]T 4.601 A:T[T>G]T 2.112 E:T[T>G]T 2.083 # 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 Lagging_real_count Leading_real_count Lagging_mean_sims_count Leading_mean_sims_count lagging_versus_leading_p_value lagging_versus_leading_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+ Lagging_real_count.1 Lagging_mean_sims_count.1 Lagging_min_sims_count Lagging_max_sims_count Lagging_sims_count_list Leading_real_count.1 Leading_mean_sims_count.1 Leading_min_sims_count Leading_max_sims_count Leading_sims_count_list CNS-GBM SBS11 C>A 101.0 110.0 103.11 106.31 0.8452182848705673 1.0 0.1 211220.0 Leading 1.089 1.031 1.056 101.0 103.11 85.0 120.0 [93, 118, 112, 110, 108, 103, 108, 101, 112, 107, 111, 100, 107, 103, 100, 94, 120, 101, 102, 107, 107, 97, 102, 100, 103, 109, 108, 96, 116, 98, 89, 96, 96, 92, 114, 85, 92, 96, 111, 98, 102, 94, 100, 100, 104, 94, 101, 94, 91, 103, 109, 107, 99, 110, 113, 88, 105, 117, 105, 110, 106, 104, 88, 108, 97, 93, 107, 112, 103, 98, 103, 105, 102, 109, 110, 96, 112, 111, 88, 101, 104, 115, 112, 112, 102, 97, 101, 102, 113, 98, 89, 98, 101, 114, 105, 100, 97, 118, 97, 115] 110.0 106.31 89.0 125.0 [113, 95, 102, 103, 103, 104, 97, 107, 98, 105, 96, 117, 105, 112, 111, 117, 96, 113, 109, 101, 105, 115, 114, 110, 113, 98, 102, 103, 98, 108, 119, 109, 111, 116, 94, 117, 121, 109, 98, 115, 113, 114, 106, 99, 109, 117, 106, 114, 107, 98, 102, 104, 112, 97, 103, 125, 107, 95, 101, 97, 101, 110, 121, 102, 115, 115, 100, 103, 109, 107, 106, 98, 110, 101, 101, 109, 98, 95, 118, 105, 116, 89, 95, 102, 103, 115, 110, 112, 92, 111, 117, 110, 112, 95, 98, 108, 117, 90, 110, 100] CNS-GBM SBS11 C>G 0.0 0.0 0.0 0.0 1.0 1.0 0.0 211220.0 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] CNS-GBM SBS11 C>T 104782.0 106227.0 105034.67 105832.87 0.31993448548708303 0.6993384178896568 99.9 211220.0 Leading 1.014 1.008 1.006 104782.0 105034.67 104506.0 105457.0 [105359, 104934, 104782, 104517, 104934, 105046, 104675, 105086, 104805, 105138, 105238, 105201, 105064, 105355, 104903, 105093, 104689, 104682, 105410, 104703, 105307, 104982, 104833, 104506, 105357, 105106, 104886, 104961, 105180, 104977, 104972, 105457, 105151, 105176, 105186, 105142, 105328, 105091, 105221, 104809, 104810, 105167, 105064, 105153, 105036, 105224, 105283, 104862, 105274, 105019, 105101, 104653, 104835, 104746, 105000, 104784, 104911, 105270, 105241, 105186, 104802, 105245, 104906, 105097, 105380, 104908, 104880, 105058, 104734, 104884, 104738, 105406, 104969, 104942, 104847, 105445, 105289, 105430, 105319, 105107, 104810, 105203, 105065, 105103, 105194, 105162, 104722, 104858, 104936, 104886, 105108, 105049, 105266, 105061, 105139, 105117, 105205, 104781, 104913, 104642] 106227.0 105832.87 105378.0 106411.0 [105666, 105801, 105894, 106384, 105850, 105942, 105857, 105848, 106078, 105862, 105655, 105689, 106001, 105559, 105922, 105711, 106165, 106330, 105650, 106219, 105520, 105902, 105795, 106411, 105378, 105864, 105848, 105966, 105693, 105782, 105729, 105387, 105738, 105769, 105551, 105893, 105705, 105999, 105843, 106087, 106026, 105695, 105875, 105784, 106005, 105697, 105825, 106104, 105420, 105751, 105616, 106091, 105773, 106131, 105701, 105763, 105840, 105537, 105783, 105736, 106202, 105718, 105876, 105886, 105490, 105837, 105843, 105599, 106351, 106029, 106060, 105673, 105751, 105717, 106099, 105595, 105471, 105595, 105675, 105897, 105787, 105640, 105579, 105772, 105837, 105980, 106262, 105892, 105833, 105811, 105795, 105914, 105664, 105745, 105875, 105756, 105588, 105917, 106005, 106175] CNS-GBM SBS11 T>A 0.0 0.0 0.0 0.0 1.0 1.0 0.0 211220.0 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] CNS-GBM SBS11 T>C 0.0 0.0 0.0 0.0 1.0 1.0 0.0 211220.0 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] CNS-GBM SBS11 T>G 0.0 0.0 0.0 0.0 1.0 1.0 0.0 211220.0 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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