# 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 0.0 U:A[C>A]A 0.0 B:A[C>A]A 0.0 N:A[C>A]A 2.5 T:A[C>A]C 58.5 U:A[C>A]C 40.0 B:A[C>A]C 0.0 N:A[C>A]C 271.5 T:A[C>A]G 6.0 U:A[C>A]G 3.0 B:A[C>A]G 0.0 N:A[C>A]G 25.5 T:A[C>A]T 328.5 U:A[C>A]T 274.5 B:A[C>A]T 0.0 N:A[C>A]T 1395.5 T:A[C>G]A 172.0 U:A[C>G]A 115.5 B:A[C>G]A 0.0 N:A[C>G]A 636.0 T:A[C>G]C 272.5 U:A[C>G]C 231.0 B:A[C>G]C 0.0 N:A[C>G]C 977.0 T:A[C>G]G 52.0 U:A[C>G]G 61.0 B:A[C>G]G 0.0 N:A[C>G]G 233.5 T:A[C>G]T 269.0 U:A[C>G]T 262.5 B:A[C>G]T 0.0 N:A[C>G]T 1128.0 T:A[C>T]A 377.0 U:A[C>T]A 325.5 B:A[C>T]A 0.5 N:A[C>T]A 1419.0 T:A[C>T]C 38.0 U:A[C>T]C 63.5 B:A[C>T]C 0.0 N:A[C>T]C 316.0 T:A[C>T]G 212.5 U:A[C>T]G 212.5 B:A[C>T]G 0.0 N:A[C>T]G 781.0 T:A[C>T]T 2052.5 U:A[C>T]T 2185.0 B:A[C>T]T 8.0 N:A[C>T]T 9075.0 T:A[T>A]A 0.5 U:A[T>A]A 0.0 B:A[T>A]A 0.0 N:A[T>A]A 14.0 T:A[T>A]C 58.5 U:A[T>A]C 46.0 B:A[T>A]C 0.0 N:A[T>A]C 331.5 T:A[T>A]G 317.0 U:A[T>A]G 291.5 B:A[T>A]G 0.0 N:A[T>A]G 1345.0 T:A[T>A]T 3032.5 U:A[T>A]T 3476.0 B:A[T>A]T 14.5 N:A[T>A]T 15445.0 T:A[T>C]A 534.0 U:A[T>C]A 474.5 B:A[T>C]A 1.5 N:A[T>C]A 1948.5 T:A[T>C]C 325.5 U:A[T>C]C 262.5 B:A[T>C]C 0.5 N:A[T>C]C 1160.5 T:A[T>C]G 696.5 U:A[T>C]G 643.5 B:A[T>C]G 2.0 N:A[T>C]G 2549.0 T:A[T>C]T 3221.5 U:A[T>C]T 3437.5 B:A[T>C]T 28.5 N:A[T>C]T 13390.5 T:A[T>G]A 271.5 U:A[T>G]A 251.5 B:A[T>G]A 0.0 N:A[T>G]A 1379.0 T:A[T>G]C 179.0 U:A[T>G]C 221.5 B:A[T>G]C 0.0 N:A[T>G]C 933.0 T:A[T>G]G 820.5 U:A[T>G]G 1233.5 B:A[T>G]G 2.5 N:A[T>G]G 4284.5 T:A[T>G]T 1176.0 U:A[T>G]T 1403.0 B:A[T>G]T 4.0 N:A[T>G]T 5687.5 T:C[C>A]A 2236.5 U:C[C>A]A 1835.5 B:C[C>A]A 8.5 N:C[C>A]A 8758.5 T:C[C>A]C 230.5 U:C[C>A]C 256.5 B:C[C>A]C 0.0 N:C[C>A]C 1047.5 T:C[C>A]G 0.0 U:C[C>A]G 0.5 B:C[C>A]G 0.0 N:C[C>A]G 10.0 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 17.5 T:C[C>G]A 143.0 U:C[C>G]A 118.5 B:C[C>G]A 0.0 N:C[C>G]A 548.0 T:C[C>G]C 3.0 U:C[C>G]C 3.5 B:C[C>G]C 0.0 N:C[C>G]C 32.0 T:C[C>G]G 76.5 U:C[C>G]G 135.0 B:C[C>G]G 0.0 N:C[C>G]G 350.5 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 0.0 T:C[C>T]A 2104.5 U:C[C>T]A 2753.0 B:C[C>T]A 10.0 N:C[C>T]A 10573.5 T:C[C>T]C 105.5 U:C[C>T]C 181.0 B:C[C>T]C 0.0 N:C[C>T]C 667.5 T:C[C>T]G 107.5 U:C[C>T]G 190.0 B:C[C>T]G 0.0 N:C[C>T]G 548.5 T:C[C>T]T 0.0 U:C[C>T]T 1.0 B:C[C>T]T 0.0 N:C[C>T]T 11.5 T:C[T>A]A 150.0 U:C[T>A]A 118.0 B:C[T>A]A 0.5 N:C[T>A]A 581.5 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 5.5 T:C[T>A]G 114.5 U:C[T>A]G 111.0 B:C[T>A]G 0.0 N:C[T>A]G 480.5 T:C[T>A]T 29.5 U:C[T>A]T 47.5 B:C[T>A]T 0.0 N:C[T>A]T 316.0 T:C[T>C]A 843.0 U:C[T>C]A 896.0 B:C[T>C]A 4.5 N:C[T>C]A 3274.0 T:C[T>C]C 1.0 U:C[T>C]C 1.0 B:C[T>C]C 0.0 N:C[T>C]C 8.5 T:C[T>C]G 72.0 U:C[T>C]G 88.5 B:C[T>C]G 0.0 N:C[T>C]G 301.5 T:C[T>C]T 2676.0 U:C[T>C]T 3432.0 B:C[T>C]T 19.0 N:C[T>C]T 13416.0 T:C[T>G]A 91.0 U:C[T>G]A 95.0 B:C[T>G]A 0.0 N:C[T>G]A 463.5 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 1.0 T:C[T>G]G 0.0 U:C[T>G]G 0.5 B:C[T>G]G 0.0 N:C[T>G]G 4.0 T:C[T>G]T 28.0 U:C[T>G]T 42.0 B:C[T>G]T 0.0 N:C[T>G]T 218.0 T:G[C>A]A 4.0 U:G[C>A]A 1.5 B:G[C>A]A 0.0 N:G[C>A]A 34.5 T:G[C>A]C 0.0 U:G[C>A]C 0.0 B:G[C>A]C 0.0 N:G[C>A]C 0.0 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 3.0 U:G[C>A]T 3.0 B:G[C>A]T 0.0 N:G[C>A]T 28.0 T:G[C>G]A 13.0 U:G[C>G]A 10.0 B:G[C>G]A 0.0 N:G[C>G]A 76.0 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 19.0 U:G[C>G]G 24.0 B:G[C>G]G 0.0 N:G[C>G]G 95.5 T:G[C>G]T 53.5 U:G[C>G]T 77.5 B:G[C>G]T 0.0 N:G[C>G]T 341.5 T:G[C>T]A 27.5 U:G[C>T]A 28.5 B:G[C>T]A 0.0 N:G[C>T]A 133.0 T:G[C>T]C 0.0 U:G[C>T]C 1.0 B:G[C>T]C 0.0 N:G[C>T]C 12.0 T:G[C>T]G 33.0 U:G[C>T]G 42.5 B:G[C>T]G 0.0 N:G[C>T]G 150.0 T:G[C>T]T 2154.0 U:G[C>T]T 2675.5 B:G[C>T]T 9.0 N:G[C>T]T 11124.5 T:G[T>A]A 0.0 U:G[T>A]A 0.0 B:G[T>A]A 0.0 N:G[T>A]A 0.0 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 9.5 T:G[T>A]G 156.5 U:G[T>A]G 131.5 B:G[T>A]G 0.0 N:G[T>A]G 504.0 T:G[T>A]T 489.0 U:G[T>A]T 689.0 B:G[T>A]T 0.5 N:G[T>A]T 2794.0 T:G[T>C]A 113.5 U:G[T>C]A 134.0 B:G[T>C]A 0.5 N:G[T>C]A 455.5 T:G[T>C]C 279.0 U:G[T>C]C 276.0 B:G[T>C]C 0.0 N:G[T>C]C 945.5 T:G[T>C]G 290.0 U:G[T>C]G 319.0 B:G[T>C]G 0.0 N:G[T>C]G 972.5 T:G[T>C]T 16059.5 U:G[T>C]T 27134.0 B:G[T>C]T 307.5 N:G[T>C]T 82944.5 T:G[T>G]A 0.0 U:G[T>G]A 0.5 B:G[T>G]A 0.0 N:G[T>G]A 5.0 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 0.5 T:G[T>G]G 339.0 U:G[T>G]G 661.5 B:G[T>G]G 1.5 N:G[T>G]G 1800.0 T:G[T>G]T 580.0 U:G[T>G]T 871.5 B:G[T>G]T 0.5 N:G[T>G]T 3332.0 T:T[C>A]A 1110.5 U:T[C>A]A 934.0 B:T[C>A]A 3.5 N:T[C>A]A 3835.0 T:T[C>A]C 606.5 U:T[C>A]C 605.0 B:T[C>A]C 1.0 N:T[C>A]C 2207.0 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 4.0 U:T[C>A]T 7.0 B:T[C>A]T 0.0 N:T[C>A]T 59.5 T:T[C>G]A 372.5 U:T[C>G]A 359.0 B:T[C>G]A 1.5 N:T[C>G]A 1419.0 T:T[C>G]C 24.5 U:T[C>G]C 30.0 B:T[C>G]C 0.0 N:T[C>G]C 162.5 T:T[C>G]G 63.0 U:T[C>G]G 97.5 B:T[C>G]G 0.0 N:T[C>G]G 284.5 T:T[C>G]T 0.5 U:T[C>G]T 0.5 B:T[C>G]T 0.0 N:T[C>G]T 10.5 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 27.0 T:T[C>T]C 262.5 U:T[C>T]C 382.5 B:T[C>T]C 0.0 N:T[C>T]C 1732.5 T:T[C>T]G 48.5 U:T[C>T]G 93.5 B:T[C>T]G 0.0 N:T[C>T]G 439.0 T:T[C>T]T 2904.5 U:T[C>T]T 3914.5 B:T[C>T]T 17.0 N:T[C>T]T 16195.5 T:T[T>A]A 1539.5 U:T[T>A]A 1755.0 B:T[T>A]A 10.0 N:T[T>A]A 6361.5 T:T[T>A]C 28.5 U:T[T>A]C 42.5 B:T[T>A]C 0.0 N:T[T>A]C 269.0 T:T[T>A]G 275.5 U:T[T>A]G 402.0 B:T[T>A]G 0.0 N:T[T>A]G 1452.0 T:T[T>A]T 1299.0 U:T[T>A]T 2050.0 B:T[T>A]T 3.0 N:T[T>A]T 8390.5 T:T[T>C]A 4819.5 U:T[T>C]A 6275.5 B:T[T>C]A 45.5 N:T[T>C]A 22304.0 T:T[T>C]C 926.5 U:T[T>C]C 1198.5 B:T[T>C]C 3.5 N:T[T>C]C 4438.5 T:T[T>C]G 1361.5 U:T[T>C]G 1925.5 B:T[T>C]G 10.0 N:T[T>C]G 6385.5 T:T[T>C]T 2143.0 U:T[T>C]T 3144.0 B:T[T>C]T 13.5 N:T[T>C]T 11078.0 T:T[T>G]A 1.5 U:T[T>G]A 4.5 B:T[T>G]A 0.0 N:T[T>G]A 43.0 T:T[T>G]C 0.5 U:T[T>G]C 0.5 B:T[T>G]C 0.0 N:T[T>G]C 8.0 T:T[T>G]G 0.5 U:T[T>G]G 3.5 B:T[T>G]G 0.0 N:T[T>G]G 29.0 T:T[T>G]T 3.5 U:T[T>G]T 10.0 B:T[T>G]T 0.0 N:T[T>G]T 80.0 # 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 SBS7d C>A 2042.0 4050.0 2672.15 3435.05 3.4839011933952627e-31 3.518459998798915e-30 1.53 398146.0 Intergenic 1.983 1.286 1.543 1 1 1 1 1135.0 1405.97 1319.0 1466.0 [1416, 1383, 1450, 1420, 1360, 1448, 1429, 1378, 1407, 1450, 1410, 1398, 1466, 1374, 1400, 1407, 1426, 1428, 1425, 1423, 1459, 1391, 1372, 1443, 1423, 1414, 1463, 1418, 1403, 1454, 1409, 1348, 1419, 1381, 1454, 1402, 1448, 1436, 1419, 1365, 1364, 1398, 1454, 1384, 1447, 1428, 1354, 1392, 1422, 1407, 1340, 1409, 1345, 1350, 1425, 1395, 1427, 1344, 1371, 1436, 1382, 1431, 1446, 1429, 1406, 1372, 1429, 1406, 1447, 1382, 1323, 1406, 1464, 1319, 1401, 1382, 1438, 1369, 1425, 1435, 1419, 1395, 1439, 1322, 1337, 1404, 1386, 1406, 1396, 1462, 1415, 1409, 1388, 1460, 1362, 1346, 1405, 1401, 1428, 1414] 907.0 1266.18 1193.0 1364.0 [1233, 1276, 1308, 1273, 1249, 1297, 1270, 1267, 1290, 1271, 1264, 1288, 1264, 1279, 1265, 1245, 1304, 1269, 1278, 1271, 1261, 1324, 1302, 1287, 1273, 1265, 1210, 1225, 1268, 1250, 1278, 1291, 1245, 1217, 1236, 1215, 1226, 1208, 1267, 1324, 1303, 1277, 1246, 1202, 1250, 1271, 1215, 1253, 1285, 1273, 1261, 1279, 1299, 1255, 1256, 1240, 1244, 1312, 1267, 1263, 1247, 1294, 1232, 1211, 1260, 1257, 1276, 1280, 1280, 1261, 1364, 1292, 1281, 1315, 1219, 1286, 1235, 1193, 1220, 1248, 1287, 1254, 1234, 1271, 1292, 1256, 1279, 1269, 1243, 1290, 1244, 1271, 1304, 1263, 1343, 1290, 1259, 1303, 1280, 1251] 4050.0 3435.05 3347.0 3538.0 [3455, 3442, 3347, 3415, 3487, 3365, 3412, 3456, 3412, 3393, 3438, 3424, 3373, 3451, 3443, 3460, 3374, 3417, 3403, 3410, 3393, 3400, 3433, 3373, 3411, 3426, 3437, 3460, 3430, 3407, 3425, 3465, 3438, 3507, 3417, 3483, 3438, 3471, 3426, 3417, 3433, 3432, 3409, 3522, 3413, 3411, 3536, 3464, 3399, 3422, 3503, 3413, 3458, 3497, 3423, 3472, 3438, 3454, 3465, 3402, 3478, 3387, 3429, 3467, 3445, 3472, 3398, 3420, 3389, 3465, 3425, 3413, 3369, 3471, 3482, 3446, 3439, 3538, 3461, 3414, 3404, 3457, 3439, 3513, 3482, 3458, 3431, 3438, 3466, 3363, 3453, 3425, 3419, 3386, 3405, 3476, 3447, 3403, 3396, 3436] Skin-Melanoma SBS7d C>G 1066.0 1914.0 1303.15 1679.97 4.145167249269551e-10 2.58238892414527e-09 0.748 398146.0 Intergenic 1.795 1.289 1.393 1 1 1 547.0 675.97 601.0 736.0 [676, 651, 653, 668, 710, 702, 673, 709, 700, 682, 671, 673, 665, 669, 694, 644, 677, 649, 694, 736, 664, 652, 654, 647, 685, 670, 697, 704, 652, 651, 650, 652, 659, 690, 680, 696, 708, 704, 672, 684, 695, 722, 673, 675, 683, 698, 668, 666, 674, 670, 658, 679, 663, 631, 663, 645, 662, 717, 667, 601, 704, 624, 697, 700, 675, 671, 690, 685, 704, 685, 637, 683, 633, 651, 688, 658, 694, 699, 680, 685, 638, 647, 701, 659, 641, 667, 694, 687, 710, 697, 703, 677, 657, 666, 687, 681, 672, 698, 728, 667] 519.0 627.18 575.0 673.0 [652, 664, 629, 643, 606, 607, 647, 626, 608, 618, 597, 630, 639, 611, 617, 628, 631, 607, 623, 628, 630, 650, 662, 601, 624, 602, 617, 622, 639, 619, 596, 636, 638, 610, 649, 630, 646, 628, 624, 626, 597, 608, 636, 625, 637, 589, 611, 661, 632, 648, 625, 614, 608, 673, 641, 652, 637, 647, 625, 621, 606, 662, 635, 610, 636, 650, 605, 636, 628, 648, 650, 633, 645, 642, 605, 624, 610, 615, 645, 604, 630, 634, 609, 609, 635, 637, 645, 649, 575, 613, 618, 633, 617, 641, 620, 639, 633, 614, 617, 614] 1914.0 1679.97 1623.0 1756.0 [1654, 1663, 1697, 1668, 1672, 1676, 1663, 1655, 1676, 1683, 1716, 1679, 1674, 1704, 1674, 1712, 1670, 1724, 1663, 1623, 1683, 1678, 1666, 1733, 1673, 1709, 1668, 1658, 1687, 1710, 1735, 1695, 1684, 1681, 1658, 1653, 1631, 1649, 1683, 1674, 1694, 1653, 1673, 1685, 1671, 1694, 1699, 1661, 1676, 1669, 1707, 1686, 1709, 1687, 1682, 1690, 1685, 1629, 1691, 1756, 1672, 1703, 1656, 1676, 1670, 1661, 1695, 1662, 1655, 1652, 1699, 1668, 1710, 1690, 1686, 1698, 1677, 1668, 1661, 1691, 1715, 1699, 1670, 1715, 1702, 1678, 1644, 1643, 1707, 1671, 1662, 1673, 1706, 1676, 1676, 1660, 1681, 1676, 1640, 1702] Skin-Melanoma SBS7d C>T 0.0 0.0 0.0 0.0 1.0 1.0 0.0 398146.0 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 0.0 0.0 0.0 0.0 [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] Skin-Melanoma SBS7d T>A 338.0 922.0 527.49 736.76 3.654771640887625e-15 2.726242528955185e-14 0.316 398146.0 Intergenic 2.728 1.397 1.953 1 1 1 1 1 146.0 234.75 203.0 272.0 [242, 231, 259, 225, 240, 228, 212, 225, 227, 236, 232, 243, 231, 245, 218, 220, 240, 215, 240, 218, 228, 265, 265, 271, 235, 233, 213, 222, 229, 247, 234, 241, 259, 272, 231, 229, 209, 220, 223, 232, 224, 246, 222, 229, 216, 235, 246, 259, 228, 235, 232, 227, 212, 244, 219, 240, 203, 236, 241, 240, 230, 248, 225, 237, 236, 230, 236, 241, 268, 219, 246, 227, 237, 231, 235, 237, 241, 212, 238, 260, 254, 241, 239, 220, 232, 225, 251, 239, 233, 226, 220, 251, 234, 231, 242, 265, 222, 208, 253, 236] 192.0 292.74 240.0 336.0 [293, 313, 279, 296, 273, 311, 328, 269, 298, 336, 289, 274, 286, 298, 316, 287, 292, 305, 277, 302, 313, 272, 284, 278, 302, 300, 289, 285, 292, 265, 285, 319, 307, 240, 271, 312, 288, 300, 287, 282, 300, 254, 303, 320, 273, 291, 306, 264, 304, 300, 274, 308, 276, 264, 300, 261, 312, 298, 292, 297, 307, 277, 290, 304, 293, 304, 306, 286, 280, 281, 314, 309, 268, 306, 293, 312, 282, 283, 288, 300, 272, 298, 305, 298, 295, 318, 297, 263, 301, 282, 289, 275, 297, 315, 279, 285, 293, 317, 299, 323] 922.0 736.76 693.0 775.0 [727, 724, 724, 744, 750, 725, 725, 770, 742, 693, 744, 745, 746, 719, 731, 757, 728, 745, 751, 744, 724, 725, 718, 715, 726, 734, 760, 757, 746, 749, 747, 703, 698, 749, 766, 725, 767, 744, 753, 752, 739, 764, 739, 714, 775, 741, 712, 738, 734, 728, 757, 732, 775, 755, 744, 766, 747, 728, 729, 730, 726, 748, 751, 725, 738, 729, 724, 741, 714, 761, 706, 727, 760, 726, 736, 712, 746, 773, 738, 707, 735, 726, 719, 745, 736, 725, 715, 761, 728, 754, 756, 737, 731, 717, 740, 720, 747, 742, 709, 706] Skin-Melanoma SBS7d T>C 128544.0 244141.0 159419.87 213881.04 0.0 0.0 93.605 398146.0 Intergenic 1.899 1.342 1.416 1 1 1 49636.0 71594.02 71159.0 72507.0 [71735, 71669, 71684, 71915, 71715, 71312, 71733, 71551, 71716, 71780, 71571, 71517, 71160, 71583, 71593, 71629, 71623, 71354, 71342, 71641, 71847, 71824, 71373, 72005, 71679, 71331, 71411, 71950, 71591, 71491, 72014, 71778, 71717, 71746, 71810, 71213, 71871, 71512, 71314, 71560, 71501, 71574, 71640, 71800, 71644, 71381, 71951, 71578, 71644, 71688, 71481, 71191, 71394, 71469, 71613, 71232, 71676, 71475, 71542, 71823, 71426, 71159, 71384, 72507, 71654, 71568, 71633, 71660, 71396, 72252, 71523, 71640, 71548, 71486, 71636, 71739, 71459, 71833, 71396, 71517, 71424, 71384, 71436, 71589, 71514, 71302, 71705, 71201, 71948, 71417, 71187, 72095, 71333, 71839, 71670, 71381, 71546, 71715, 71476, 71667] 78908.0 87825.85 87150.0 88245.0 [87731, 87959, 87682, 87852, 87784, 87893, 87565, 88110, 87646, 87505, 88060, 87823, 88019, 87941, 88184, 88057, 88103, 87958, 87655, 87680, 87767, 87453, 88245, 87851, 87831, 87589, 88196, 87596, 88040, 87994, 87585, 87764, 87999, 87182, 87666, 87679, 87359, 87620, 87363, 88188, 87713, 88152, 87855, 88092, 87762, 88059, 88097, 87653, 87856, 88072, 87664, 88117, 87797, 88115, 87172, 88038, 87899, 87892, 87621, 87759, 87428, 87738, 87877, 87816, 87639, 87798, 88110, 87832, 87628, 87765, 87839, 88060, 87982, 87696, 87954, 88185, 87999, 87150, 88045, 87832, 87964, 88043, 88051, 88109, 87519, 88025, 87572, 88004, 87513, 87699, 87802, 87648, 87948, 87977, 87686, 87889, 87742, 87817, 88139, 87506] 244141.0 213881.04 212971.0 214639.0 [213863, 213673, 213871, 213473, 213755, 214092, 214008, 213680, 213922, 214060, 213657, 213927, 214144, 213836, 213543, 213686, 213579, 213966, 214254, 214011, 213707, 214010, 213671, 213508, 213790, 214322, 213736, 213694, 213607, 213826, 213697, 213725, 213560, 214361, 213811, 214410, 214054, 214187, 214639, 213549, 214129, 213652, 213854, 213356, 213804, 213828, 213285, 214099, 213804, 213549, 214092, 214012, 214108, 213734, 214477, 214008, 213653, 213917, 214111, 213704, 214420, 214373, 214035, 212971, 214028, 213913, 213591, 213773, 214288, 213336, 213952, 213578, 213837, 214123, 213686, 213356, 213955, 214354, 213873, 214026, 213965, 213923, 213878, 213599, 214258, 213970, 214039, 214089, 213856, 214207, 214354, 213528, 214034, 213477, 213947, 214019, 213967, 213745, 213655, 214086] Skin-Melanoma SBS7d T>G 4924.0 10205.0 6241.26 8915.89 9.970748596112147e-55 1.3117512210088865e-53 3.8 398146.0 Intergenic 2.073 1.429 1.451 1 1 1 2179.0 3004.27 2859.0 3157.0 [3030, 2958, 3022, 3050, 2935, 2973, 2932, 3062, 3052, 2944, 3013, 2998, 3003, 3052, 3089, 3006, 2995, 3036, 3000, 3009, 3029, 2986, 2994, 3074, 2964, 3040, 2960, 2940, 2976, 3032, 3045, 3003, 3029, 3025, 2894, 3048, 2927, 2966, 2948, 2972, 3012, 3048, 2975, 3009, 3045, 3043, 2943, 2993, 2991, 3024, 2928, 3037, 3029, 3044, 3074, 2993, 3002, 3013, 3012, 2959, 2956, 3024, 3035, 3076, 2995, 2972, 2915, 3039, 2954, 2956, 3012, 3052, 3026, 3075, 2995, 3029, 2977, 3053, 3019, 3068, 2988, 2972, 3157, 3041, 2992, 3060, 3037, 3014, 2976, 2952, 3000, 2886, 2859, 2988, 3029, 3012, 3024, 3022, 3020, 2985] 2745.0 3236.99 3128.0 3353.0 [3196, 3257, 3204, 3215, 3276, 3271, 3268, 3225, 3221, 3225, 3260, 3201, 3153, 3176, 3265, 3249, 3207, 3179, 3160, 3259, 3189, 3151, 3177, 3238, 3266, 3234, 3297, 3268, 3263, 3291, 3297, 3184, 3218, 3252, 3204, 3163, 3208, 3249, 3349, 3228, 3204, 3254, 3150, 3216, 3145, 3209, 3237, 3275, 3204, 3252, 3203, 3245, 3178, 3231, 3223, 3247, 3236, 3178, 3302, 3188, 3328, 3227, 3312, 3164, 3318, 3338, 3267, 3233, 3308, 3201, 3259, 3353, 3221, 3276, 3277, 3233, 3182, 3308, 3263, 3185, 3210, 3166, 3192, 3327, 3270, 3128, 3292, 3227, 3297, 3264, 3292, 3174, 3224, 3263, 3271, 3301, 3217, 3269, 3226, 3266] 10205.0 8915.89 8758.0 9100.0 [8928, 8948, 8922, 8895, 8934, 8916, 8961, 8881, 8893, 8996, 8891, 8947, 9006, 8925, 8810, 8899, 8950, 8935, 8997, 8889, 8946, 9008, 8989, 8845, 8925, 8880, 8892, 8959, 8927, 8836, 8792, 8976, 8907, 8881, 9052, 8949, 9003, 8936, 8877, 8960, 8944, 8857, 9019, 8912, 8967, 8901, 8968, 8874, 8969, 8877, 9018, 8868, 8943, 8882, 8852, 8913, 8908, 8968, 8850, 9006, 8873, 8904, 8818, 8914, 8835, 8856, 8977, 8896, 8899, 8996, 8882, 8758, 8930, 8809, 8882, 8901, 8994, 8794, 8875, 8924, 8969, 9010, 8818, 8785, 8902, 8961, 8845, 8923, 8879, 8948, 8868, 9100, 9072, 8915, 8869, 8846, 8914, 8859, 8918, 8912] 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 SBS7d T>C Intergenic ['Skin-Melanoma'] 1 ['Skin-Melanoma'] 1 ['Skin-Melanoma'] 1 [] 0 [] 0 [] 0 ['Skin-Melanoma'] 1 1.3