# 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 448.0 U:A[C>A]A 290.0 B:A[C>A]A 8.0 N:A[C>A]A 1085.0 T:A[C>A]C 86.0 U:A[C>A]C 65.0 B:A[C>A]C 0.0 N:A[C>A]C 244.0 T:A[C>A]G 2.0 U:A[C>A]G 3.0 B:A[C>A]G 0.0 N:A[C>A]G 24.0 T:A[C>A]T 31.0 U:A[C>A]T 24.0 B:A[C>A]T 0.0 N:A[C>A]T 94.0 T:A[C>G]A 2.0 U:A[C>G]A 2.0 B:A[C>G]A 0.0 N:A[C>G]A 20.0 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 22.0 U:A[C>G]G 27.0 B:A[C>G]G 0.0 N:A[C>G]G 99.0 T:A[C>G]T 3.0 U:A[C>G]T 1.0 B:A[C>G]T 0.0 N:A[C>G]T 7.0 T:A[C>T]A 0.0 U:A[C>T]A 0.0 B:A[C>T]A 0.0 N:A[C>T]A 1.0 T:A[C>T]C 0.0 U:A[C>T]C 0.0 B:A[C>T]C 0.0 N:A[C>T]C 3.0 T:A[C>T]G 14.0 U:A[C>T]G 13.0 B:A[C>T]G 0.0 N:A[C>T]G 58.0 T:A[C>T]T 38.0 U:A[C>T]T 34.0 B:A[C>T]T 0.0 N:A[C>T]T 104.0 T:A[T>A]A 445.0 U:A[T>A]A 247.0 B:A[T>A]A 4.0 N:A[T>A]A 1033.0 T:A[T>A]C 70.0 U:A[T>A]C 57.0 B:A[T>A]C 0.0 N:A[T>A]C 181.0 T:A[T>A]G 57.0 U:A[T>A]G 45.0 B:A[T>A]G 0.0 N:A[T>A]G 130.0 T:A[T>A]T 105.0 U:A[T>A]T 82.0 B:A[T>A]T 0.0 N:A[T>A]T 344.0 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 992.0 U:A[T>C]C 785.0 B:A[T>C]C 16.0 N:A[T>C]C 2166.0 T:A[T>C]G 2.0 U:A[T>C]G 2.0 B:A[T>C]G 0.0 N:A[T>C]G 14.0 T:A[T>C]T 34.0 U:A[T>C]T 20.0 B:A[T>C]T 0.0 N:A[T>C]T 129.0 T:A[T>G]A 24.0 U:A[T>G]A 25.0 B:A[T>G]A 0.0 N:A[T>G]A 113.0 T:A[T>G]C 7.0 U:A[T>G]C 5.0 B:A[T>G]C 0.0 N:A[T>G]C 64.0 T:A[T>G]G 143.0 U:A[T>G]G 170.0 B:A[T>G]G 1.0 N:A[T>G]G 575.0 T:A[T>G]T 14.0 U:A[T>G]T 24.0 B:A[T>G]T 0.0 N:A[T>G]T 105.0 T:C[C>A]A 117.0 U:C[C>A]A 80.0 B:C[C>A]A 2.0 N:C[C>A]A 361.0 T:C[C>A]C 0.0 U:C[C>A]C 1.0 B:C[C>A]C 0.0 N:C[C>A]C 3.0 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 0.0 U:C[C>A]T 0.0 B:C[C>A]T 0.0 N:C[C>A]T 0.0 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 1.0 T:C[C>G]G 80.0 U:C[C>G]G 89.0 B:C[C>G]G 5.0 N:C[C>G]G 118.0 T:C[C>G]T 5.0 U:C[C>G]T 4.0 B:C[C>G]T 0.0 N:C[C>G]T 12.0 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 0.0 T:C[C>T]C 0.0 U:C[C>T]C 0.0 B:C[C>T]C 0.0 N:C[C>T]C 0.0 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 3.0 T:C[C>T]T 29.0 U:C[C>T]T 35.0 B:C[C>T]T 0.0 N:C[C>T]T 101.0 T:C[T>A]A 59.0 U:C[T>A]A 30.0 B:C[T>A]A 0.0 N:C[T>A]A 147.0 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 1.0 U:C[T>A]G 0.0 B:C[T>A]G 0.0 N:C[T>A]G 8.0 T:C[T>A]T 2.0 U:C[T>A]T 1.0 B:C[T>A]T 0.0 N:C[T>A]T 8.0 T:C[T>C]A 55.0 U:C[T>C]A 43.0 B:C[T>C]A 2.0 N:C[T>C]A 153.0 T:C[T>C]C 2648.0 U:C[T>C]C 2366.0 B:C[T>C]C 72.0 N:C[T>C]C 5298.0 T:C[T>C]G 312.0 U:C[T>C]G 312.0 B:C[T>C]G 12.0 N:C[T>C]G 586.0 T:C[T>C]T 180.0 U:C[T>C]T 170.0 B:C[T>C]T 1.0 N:C[T>C]T 439.0 T:C[T>G]A 7.0 U:C[T>G]A 6.0 B:C[T>G]A 0.0 N:C[T>G]A 44.0 T:C[T>G]C 17.0 U:C[T>G]C 15.0 B:C[T>G]C 0.0 N:C[T>G]C 72.0 T:C[T>G]G 283.0 U:C[T>G]G 287.0 B:C[T>G]G 7.0 N:C[T>G]G 675.0 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 81.0 U:G[C>A]A 57.0 B:G[C>A]A 0.0 N:G[C>A]A 269.0 T:G[C>A]C 3.0 U:G[C>A]C 0.0 B:G[C>A]C 0.0 N:G[C>A]C 25.0 T:G[C>A]G 1.0 U:G[C>A]G 2.0 B:G[C>A]G 0.0 N:G[C>A]G 4.0 T:G[C>A]T 3.0 U:G[C>A]T 3.0 B:G[C>A]T 0.0 N:G[C>A]T 27.0 T:G[C>G]A 130.0 U:G[C>G]A 124.0 B:G[C>G]A 1.0 N:G[C>G]A 328.0 T:G[C>G]C 87.0 U:G[C>G]C 103.0 B:G[C>G]C 1.0 N:G[C>G]C 303.0 T:G[C>G]G 317.0 U:G[C>G]G 362.0 B:G[C>G]G 3.0 N:G[C>G]G 622.0 T:G[C>G]T 77.0 U:G[C>G]T 102.0 B:G[C>G]T 2.0 N:G[C>G]T 267.0 T:G[C>T]A 2.0 U:G[C>T]A 4.0 B:G[C>T]A 0.0 N:G[C>T]A 26.0 T:G[C>T]C 0.0 U:G[C>T]C 0.0 B:G[C>T]C 0.0 N:G[C>T]C 0.0 T:G[C>T]G 0.0 U:G[C>T]G 0.0 B:G[C>T]G 0.0 N:G[C>T]G 0.0 T:G[C>T]T 36.0 U:G[C>T]T 60.0 B:G[C>T]T 1.0 N:G[C>T]T 135.0 T:G[T>A]A 44.0 U:G[T>A]A 40.0 B:G[T>A]A 0.0 N:G[T>A]A 147.0 T:G[T>A]C 2.0 U:G[T>A]C 4.0 B:G[T>A]C 0.0 N:G[T>A]C 26.0 T:G[T>A]G 19.0 U:G[T>A]G 22.0 B:G[T>A]G 0.0 N:G[T>A]G 94.0 T:G[T>A]T 1.0 U:G[T>A]T 8.0 B:G[T>A]T 0.0 N:G[T>A]T 32.0 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 676.0 U:G[T>C]C 543.0 B:G[T>C]C 13.0 N:G[T>C]C 1333.0 T:G[T>C]G 13.0 U:G[T>C]G 7.0 B:G[T>C]G 0.0 N:G[T>C]G 57.0 T:G[T>C]T 0.0 U:G[T>C]T 3.0 B:G[T>C]T 0.0 N:G[T>C]T 19.0 T:G[T>G]A 1500.0 U:G[T>G]A 1629.0 B:G[T>G]A 28.0 N:G[T>G]A 4261.0 T:G[T>G]C 1258.0 U:G[T>G]C 1372.0 B:G[T>G]C 38.0 N:G[T>G]C 2660.0 T:G[T>G]G 4724.0 U:G[T>G]G 5486.0 B:G[T>G]G 112.0 N:G[T>G]G 10354.0 T:G[T>G]T 2348.0 U:G[T>G]T 3115.0 B:G[T>G]T 59.0 N:G[T>G]T 6179.0 T:T[C>A]A 198.0 U:T[C>A]A 145.0 B:T[C>A]A 2.0 N:T[C>A]A 445.0 T:T[C>A]C 0.0 U:T[C>A]C 0.0 B:T[C>A]C 0.0 N:T[C>A]C 0.0 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 0.0 U:T[C>A]T 0.0 B:T[C>A]T 0.0 N:T[C>A]T 0.0 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 6.0 U:T[C>G]C 2.0 B:T[C>G]C 0.0 N:T[C>G]C 25.0 T:T[C>G]G 23.0 U:T[C>G]G 20.0 B:T[C>G]G 0.0 N:T[C>G]G 78.0 T:T[C>G]T 2.0 U:T[C>G]T 3.0 B:T[C>G]T 0.0 N:T[C>G]T 14.0 T:T[C>T]A 1.0 U:T[C>T]A 1.0 B:T[C>T]A 0.0 N:T[C>T]A 4.0 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 0.0 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 0.0 T:T[C>T]T 59.0 U:T[C>T]T 114.0 B:T[C>T]T 1.0 N:T[C>T]T 244.0 T:T[T>A]A 11.0 U:T[T>A]A 6.0 B:T[T>A]A 0.0 N:T[T>A]A 25.0 T:T[T>A]C 2.0 U:T[T>A]C 3.0 B:T[T>A]C 0.0 N:T[T>A]C 20.0 T:T[T>A]G 0.0 U:T[T>A]G 0.0 B:T[T>A]G 0.0 N:T[T>A]G 0.0 T:T[T>A]T 0.0 U:T[T>A]T 0.0 B:T[T>A]T 0.0 N:T[T>A]T 0.0 T:T[T>C]A 0.0 U:T[T>C]A 0.0 B:T[T>C]A 0.0 N:T[T>C]A 3.0 T:T[T>C]C 1358.0 U:T[T>C]C 1285.0 B:T[T>C]C 36.0 N:T[T>C]C 3150.0 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 0.0 T:T[T>C]T 15.0 U:T[T>C]T 19.0 B:T[T>C]T 0.0 N:T[T>C]T 91.0 T:T[T>G]A 0.0 U:T[T>G]A 0.0 B:T[T>G]A 0.0 N:T[T>G]A 5.0 T:T[T>G]C 13.0 U:T[T>G]C 11.0 B:T[T>G]C 0.0 N:T[T>G]C 102.0 T:T[T>G]G 142.0 U:T[T>G]G 141.0 B:T[T>G]G 4.0 N:T[T>G]G 493.0 T:T[T>G]T 9.0 U:T[T>G]T 16.0 B:T[T>G]T 0.0 N:T[T>G]T 60.0 # 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 Skin-Melanoma SBS43 C>A 1705.0 2248.0 1728.51 2224.41 0.6017698027164542 1.0 4.438 89064.0 Intergenic 1.318 1.287 1.025 1001.0 920.81 859.0 994.0 [925, 914, 904, 880, 922, 907, 948, 918, 864, 859, 931, 920, 889, 926, 899, 893, 894, 892, 916, 935, 932, 880, 908, 915, 930, 923, 925, 876, 905, 931, 968, 961, 923, 904, 950, 943, 937, 913, 922, 884, 959, 956, 929, 956, 898, 930, 951, 909, 914, 918, 895, 903, 916, 872, 929, 958, 911, 939, 929, 919, 878, 973, 910, 960, 932, 941, 901, 923, 937, 906, 937, 930, 920, 921, 947, 932, 899, 931, 926, 936, 926, 949, 937, 931, 926, 902, 879, 989, 896, 953, 913, 887, 900, 952, 994, 916, 881, 926, 921, 906] 704.0 807.7 746.0 863.0 [816, 763, 840, 801, 814, 788, 801, 829, 856, 825, 795, 804, 810, 830, 798, 814, 814, 826, 785, 790, 808, 775, 839, 797, 800, 783, 818, 855, 816, 774, 799, 772, 746, 822, 776, 800, 842, 794, 800, 788, 815, 831, 776, 778, 827, 826, 799, 823, 863, 823, 832, 829, 814, 829, 807, 840, 830, 819, 798, 809, 788, 808, 778, 806, 791, 810, 855, 801, 766, 793, 819, 807, 820, 780, 810, 784, 819, 800, 777, 810, 820, 790, 805, 816, 840, 819, 796, 806, 839, 779, 799, 814, 828, 763, 852, 807, 802, 791, 817, 794] 2248.0 2224.41 2104.0 2293.0 [2215, 2276, 2205, 2273, 2211, 2263, 2201, 2210, 2229, 2268, 2235, 2219, 2251, 2195, 2257, 2249, 2246, 2237, 2258, 2230, 2216, 2293, 2209, 2236, 2226, 2251, 2212, 2214, 2233, 2245, 2186, 2224, 2281, 2229, 2226, 2209, 2171, 2243, 2232, 2278, 2179, 2173, 2254, 2215, 2225, 2186, 2207, 2224, 2176, 2218, 2226, 2222, 2221, 2250, 2221, 2161, 2219, 2196, 2227, 2227, 2279, 2175, 2268, 2188, 2230, 2204, 2198, 2230, 2250, 2249, 2201, 2217, 2210, 2244, 2197, 2236, 2232, 2215, 2251, 2211, 2207, 2220, 2208, 2198, 2186, 2229, 2279, 2164, 2220, 2224, 2235, 2251, 2228, 2238, 2104, 2228, 2270, 2238, 2209, 2251] Skin-Melanoma SBS43 C>G 1914.0 2037.0 1928.68 2014.81 0.6852492025802012 1.0 4.436 89064.0 Intergenic 1.064 1.045 1.019 921.0 956.88 893.0 1030.0 [977, 978, 1004, 976, 937, 978, 934, 959, 977, 1013, 954, 956, 973, 947, 931, 942, 993, 939, 996, 952, 972, 973, 978, 903, 952, 925, 970, 956, 957, 959, 955, 1002, 953, 945, 966, 969, 938, 899, 953, 942, 997, 967, 963, 960, 940, 987, 959, 960, 893, 931, 979, 983, 955, 951, 980, 975, 936, 948, 986, 943, 940, 961, 1030, 956, 937, 973, 910, 930, 940, 996, 925, 929, 935, 951, 1012, 915, 974, 1000, 925, 921, 947, 938, 980, 970, 970, 965, 926, 926, 898, 979, 932, 953, 1000, 923, 985, 959, 950, 968, 946, 937] 993.0 971.8 911.0 1023.0 [964, 955, 957, 953, 1002, 949, 986, 1023, 957, 937, 982, 993, 947, 980, 995, 960, 983, 955, 995, 989, 950, 985, 976, 975, 939, 954, 961, 948, 994, 911, 991, 975, 1021, 955, 1016, 950, 1003, 970, 990, 998, 972, 983, 962, 977, 969, 955, 977, 956, 981, 1006, 936, 952, 980, 1005, 1016, 947, 986, 1013, 936, 964, 993, 976, 949, 981, 1008, 954, 979, 1011, 974, 948, 942, 982, 1000, 968, 939, 959, 943, 945, 941, 989, 972, 992, 955, 921, 982, 923, 976, 963, 1002, 1000, 997, 968, 942, 994, 983, 967, 974, 962, 979, 950] 2037.0 2014.81 1953.0 2080.0 [2021, 2016, 1986, 2018, 2003, 2016, 2020, 1962, 2014, 1988, 2007, 1993, 2012, 2024, 2021, 2041, 1967, 2048, 1962, 2006, 2018, 1984, 1997, 2061, 2042, 2066, 2011, 2040, 1994, 2075, 2002, 1976, 1969, 2047, 1962, 2027, 2002, 2077, 1997, 2009, 1968, 1997, 2017, 2000, 2030, 2006, 2004, 2028, 2066, 2000, 2031, 2013, 2015, 1992, 1953, 2025, 2021, 1983, 2017, 2034, 2009, 2005, 1963, 1997, 1997, 2013, 2048, 2000, 2024, 1989, 2080, 2021, 2003, 2021, 1994, 2066, 2033, 2006, 2077, 2032, 2027, 2016, 2008, 2052, 1992, 2047, 2039, 2058, 2045, 1968, 2018, 2017, 2007, 2028, 1984, 2016, 2019, 2011, 2018, 2052] Skin-Melanoma SBS43 C>T 146.0 156.0 134.35 167.33 0.3694383612903276 0.7702224853698482 0.339 89064.0 Intergenic 1.068 1.245 0.858 57.0 65.06 50.0 83.0 [69, 66, 73, 52, 69, 70, 58, 72, 65, 61, 69, 64, 61, 60, 68, 76, 59, 70, 68, 82, 60, 65, 60, 67, 61, 71, 81, 63, 64, 61, 56, 68, 55, 66, 64, 50, 63, 67, 62, 75, 75, 60, 63, 58, 58, 57, 68, 67, 68, 66, 64, 66, 56, 59, 59, 81, 68, 64, 56, 67, 70, 60, 73, 78, 67, 66, 61, 57, 61, 66, 66, 67, 75, 57, 60, 62, 67, 61, 57, 65, 77, 79, 67, 59, 62, 73, 54, 65, 63, 64, 56, 69, 66, 55, 59, 83, 58, 74, 74, 62] 89.0 69.29 53.0 84.0 [66, 73, 60, 74, 61, 73, 76, 55, 61, 74, 78, 67, 59, 75, 62, 75, 72, 75, 70, 70, 69, 63, 64, 75, 58, 76, 56, 75, 66, 53, 69, 68, 84, 67, 76, 69, 58, 69, 71, 84, 55, 67, 67, 72, 76, 79, 58, 67, 70, 69, 68, 57, 60, 79, 74, 67, 75, 75, 82, 62, 74, 80, 63, 65, 66, 80, 69, 70, 70, 66, 80, 68, 61, 69, 78, 70, 76, 71, 82, 66, 66, 55, 54, 67, 72, 62, 70, 73, 66, 78, 65, 69, 68, 82, 71, 70, 70, 77, 68, 77] 156.0 167.33 142.0 188.0 [167, 164, 168, 174, 172, 159, 169, 175, 177, 166, 154, 169, 181, 166, 173, 153, 169, 158, 164, 150, 172, 173, 177, 159, 181, 158, 164, 165, 170, 188, 176, 168, 161, 170, 162, 183, 181, 166, 169, 142, 172, 175, 170, 171, 169, 164, 175, 167, 163, 167, 171, 178, 185, 162, 167, 152, 161, 162, 163, 172, 157, 163, 167, 159, 171, 156, 171, 174, 171, 168, 157, 169, 166, 175, 167, 168, 158, 168, 162, 173, 160, 170, 180, 175, 169, 165, 178, 165, 172, 160, 179, 164, 167, 164, 172, 148, 174, 150, 161, 161] Skin-Melanoma SBS43 T>A 1217.0 1714.0 1237.71 1695.48 0.6149943959888156 1.0 3.291 89064.0 Intergenic 1.408 1.37 1.028 735.0 620.22 568.0 681.0 [604, 632, 598, 590, 631, 619, 593, 591, 610, 620, 569, 605, 609, 609, 597, 603, 638, 584, 625, 614, 586, 620, 629, 645, 602, 628, 584, 598, 614, 612, 616, 603, 664, 592, 620, 681, 618, 673, 604, 667, 614, 622, 633, 596, 616, 617, 638, 665, 605, 640, 581, 639, 568, 637, 581, 627, 619, 631, 669, 666, 628, 613, 611, 611, 607, 616, 609, 641, 640, 608, 594, 635, 619, 629, 609, 618, 661, 621, 599, 637, 628, 641, 644, 630, 631, 644, 616, 649, 633, 646, 621, 630, 618, 648, 589, 664, 599, 609, 576, 639] 482.0 617.49 556.0 668.0 [604, 638, 590, 634, 642, 632, 642, 616, 621, 599, 626, 615, 627, 630, 615, 613, 631, 611, 576, 595, 605, 597, 626, 593, 655, 640, 565, 607, 578, 601, 598, 631, 579, 644, 599, 611, 596, 594, 625, 556, 635, 593, 623, 600, 619, 620, 604, 624, 626, 607, 633, 599, 650, 652, 606, 639, 659, 613, 627, 628, 617, 613, 667, 629, 612, 620, 605, 610, 617, 668, 625, 624, 614, 661, 593, 608, 626, 611, 635, 593, 654, 640, 623, 605, 610, 600, 628, 565, 619, 655, 610, 630, 619, 628, 616, 595, 614, 623, 638, 615] 1714.0 1695.48 1635.0 1786.0 [1721, 1667, 1747, 1712, 1661, 1688, 1693, 1723, 1703, 1715, 1735, 1710, 1691, 1695, 1718, 1716, 1659, 1738, 1731, 1724, 1739, 1720, 1677, 1693, 1680, 1665, 1786, 1725, 1739, 1721, 1728, 1699, 1684, 1699, 1717, 1647, 1715, 1664, 1706, 1709, 1685, 1716, 1674, 1735, 1702, 1692, 1691, 1645, 1701, 1691, 1725, 1691, 1717, 1646, 1741, 1667, 1659, 1695, 1635, 1641, 1693, 1703, 1654, 1692, 1712, 1694, 1716, 1684, 1675, 1659, 1714, 1674, 1701, 1643, 1732, 1712, 1650, 1707, 1695, 1702, 1653, 1655, 1664, 1697, 1699, 1687, 1690, 1715, 1681, 1635, 1705, 1675, 1699, 1660, 1726, 1673, 1718, 1697, 1719, 1679] Skin-Melanoma SBS43 T>C 12857.0 13792.0 11911.6 14690.24 1.0576487353901207e-15 7.994975490731608e-15 29.921 89064.0 Intergenic 1.073 1.233 0.87 6802.0 5940.28 5788.0 6102.0 [5839, 6022, 5974, 5788, 5885, 6050, 5849, 6031, 5972, 5939, 5923, 6054, 6018, 5926, 5986, 5919, 5900, 5890, 5892, 5936, 5907, 5863, 5954, 5905, 6013, 5918, 5907, 5897, 6055, 6068, 5873, 5794, 5953, 5934, 5917, 5996, 5950, 5986, 5991, 6020, 5921, 5918, 5929, 5929, 5906, 5920, 5910, 5841, 5884, 5893, 5954, 5845, 6087, 5941, 5957, 5830, 5890, 5909, 6092, 5883, 5910, 5838, 6102, 6029, 5944, 5904, 5984, 5926, 5873, 5866, 6013, 5930, 5866, 5988, 5929, 6007, 5982, 5912, 5906, 6083, 5978, 5826, 5988, 5999, 5976, 5976, 5939, 6033, 5937, 5866, 5862, 6052, 5952, 5886, 5899, 5941, 5872, 5963, 5994, 5964] 6055.0 5971.32 5843.0 6143.0 [5987, 5989, 5882, 6048, 5951, 5960, 5932, 6006, 5896, 5956, 5962, 5867, 6062, 5917, 6037, 6052, 6064, 5977, 5956, 5868, 5913, 6019, 5953, 5998, 5930, 6092, 6017, 5899, 5947, 5872, 5899, 6081, 5921, 5911, 5946, 6021, 5904, 5963, 6136, 5941, 5973, 5919, 5987, 5907, 6062, 5945, 5921, 6077, 5982, 5937, 5957, 6052, 5870, 5869, 5981, 5929, 6143, 6010, 5966, 5988, 6067, 5989, 5944, 5902, 5863, 6016, 5915, 5988, 5947, 6025, 5942, 6054, 5995, 5913, 5925, 6015, 5948, 6009, 6038, 5856, 5989, 5873, 6012, 5843, 6045, 6045, 5999, 5899, 6036, 6038, 6043, 5939, 5990, 6123, 5878, 5867, 6037, 5976, 5965, 5977] 13792.0 14690.24 14492.0 14894.0 [14759, 14578, 14726, 14769, 14760, 14584, 14815, 14571, 14731, 14720, 14699, 14692, 14535, 14739, 14594, 14612, 14657, 14739, 14757, 14798, 14803, 14712, 14690, 14680, 14654, 14597, 14664, 14808, 14606, 14667, 14836, 14735, 14705, 14755, 14732, 14606, 14723, 14664, 14492, 14658, 14714, 14754, 14701, 14760, 14628, 14724, 14762, 14672, 14728, 14765, 14684, 14703, 14638, 14775, 14669, 14837, 14568, 14680, 14541, 14723, 14619, 14774, 14551, 14665, 14787, 14691, 14705, 14680, 14781, 14722, 14641, 14636, 14746, 14706, 14743, 14588, 14690, 14681, 14662, 14669, 14636, 14894, 14607, 14744, 14613, 14596, 14657, 14683, 14644, 14709, 14706, 14620, 14656, 14597, 14808, 14803, 14707, 14655, 14635, 14669] Skin-Melanoma SBS43 T>G 24489.0 26789.0 22937.94 28274.99 1.6815364427130233e-21 1.4440002537309937e-20 57.574 89064.0 Intergenic 1.094 1.233 0.887 11301.0 10593.3 10368.0 10843.0 [10571, 10580, 10626, 10681, 10583, 10672, 10516, 10568, 10583, 10458, 10545, 10417, 10448, 10631, 10577, 10632, 10752, 10843, 10636, 10709, 10630, 10500, 10768, 10653, 10527, 10637, 10714, 10554, 10680, 10708, 10577, 10639, 10588, 10682, 10681, 10512, 10634, 10528, 10739, 10572, 10551, 10610, 10464, 10699, 10604, 10526, 10555, 10752, 10529, 10739, 10589, 10541, 10649, 10736, 10510, 10501, 10699, 10588, 10644, 10434, 10571, 10455, 10637, 10486, 10565, 10722, 10589, 10506, 10529, 10584, 10533, 10505, 10653, 10723, 10507, 10739, 10710, 10566, 10633, 10388, 10576, 10510, 10558, 10567, 10656, 10524, 10717, 10761, 10617, 10642, 10674, 10566, 10368, 10455, 10581, 10552, 10447, 10434, 10479, 10574] 13188.0 12344.64 12083.0 12618.0 [12373, 12407, 12490, 12417, 12295, 12328, 12371, 12323, 12369, 12245, 12347, 12423, 12573, 12384, 12618, 12099, 12343, 12295, 12115, 12244, 12453, 12408, 12309, 12387, 12238, 12359, 12233, 12458, 12222, 12248, 12311, 12290, 12259, 12211, 12371, 12545, 12104, 12229, 12083, 12311, 12311, 12425, 12323, 12327, 12276, 12558, 12276, 12313, 12298, 12222, 12396, 12333, 12282, 12221, 12422, 12281, 12282, 12514, 12217, 12436, 12443, 12289, 12224, 12533, 12236, 12341, 12114, 12381, 12501, 12454, 12432, 12397, 12422, 12445, 12279, 12265, 12212, 12173, 12390, 12419, 12467, 12443, 12305, 12453, 12449, 12278, 12406, 12195, 12553, 12379, 12388, 12512, 12332, 12490, 12290, 12362, 12300, 12305, 12428, 12378] 26789.0 28274.99 28034.0 28518.0 [28285, 28223, 28102, 28120, 28337, 28203, 28311, 28312, 28249, 28510, 28318, 28395, 28227, 28201, 28034, 28468, 28134, 28072, 28454, 28271, 28116, 28278, 28157, 28172, 28465, 28229, 28273, 28213, 28315, 28251, 28309, 28293, 28355, 28328, 28191, 28167, 28489, 28467, 28360, 28335, 28342, 28160, 28410, 28190, 28338, 28139, 28382, 28146, 28383, 28252, 28215, 28337, 28258, 28261, 28286, 28411, 28219, 28106, 28333, 28353, 28187, 28474, 28341, 28209, 28438, 28145, 28518, 28312, 28160, 28184, 28240, 28312, 28144, 28087, 28440, 28230, 28286, 28452, 28181, 28382, 28161, 28253, 28353, 28202, 28128, 28392, 28095, 28275, 28057, 28195, 28129, 28166, 28506, 28287, 28334, 28275, 28438, 28468, 28311, 28242] 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 SBS43 T>C Intergenic [] 0 [] 0 [] 0 [] 0 [] 0 [] 0 ['Skin-Melanoma'] 1 SBS43 T>G Intergenic [] 0 [] 0 [] 0 [] 0 [] 0 [] 0 ['Skin-Melanoma'] 1