# 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. signature cancer_type real_number_of_mutations_array real_normalized_mutations_density_array simulations_means_normalized_mutations_density_array cancer_type_slope replication_timing_diff_btw_max_and_min abs_replication_timing_diff_btw_medians cancer_type_decision cutoff number_of_mutations average_probability num_of_tissues_with_increasing_decision num_of_tissues_with_flat_decision num_of_tissues_with_decreasing_decision num_of_all_tissues SBS40 ALL [260, 278, 302, 424, 386, 507, 653, 755, 1052, 483] [0.211, 0.226, 0.246, 0.345, 0.314, 0.414, 0.534, 0.619, 0.864, 1.0] [0.814, 0.863, 0.88, 0.902, 0.899, 0.894, 0.902, 0.902, 0.916, 0.985] 0.085 0.789 0.638 INC 0.53 5115 0.753 SBS40 Bladder-TCC [1322, 1373, 1485, 1647, 1964, 2328, 2597, 3065, 3853, 1854] [0.276, 0.287, 0.31, 0.344, 0.41, 0.488, 0.544, 0.644, 0.812, 1.0] [0.906, 0.939, 0.955, 0.97, 0.974, 0.967, 0.969, 0.978, 0.975, 0.961] 0.076 0.724 0.525 INC 0.64 21506 0.759 SBS40 Bone-Osteosarc [5991, 6588, 7480, 8426, 9940, 11374, 12640, 14034, 16489, 7156] [0.324, 0.356, 0.405, 0.456, 0.538, 0.618, 0.686, 0.764, 0.9, 1.0] [0.919, 0.941, 0.954, 0.965, 0.969, 0.967, 0.971, 0.977, 0.993, 0.991] 0.075 0.676 0.543 INC 0.5 100326 0.753 SBS40 CNS-GBM [6408, 7354, 9304, 10649, 12555, 14856, 16967, 20949, 27343, 12960] [0.19, 0.218, 0.276, 0.316, 0.372, 0.441, 0.504, 0.625, 0.82, 1.0] [0.774, 0.797, 0.84, 0.86, 0.872, 0.902, 0.907, 0.921, 0.942, 1.0] 0.084 0.81 0.602 INC 0.5 139818 0.755 SBS40 CNS-Medullo [3990, 4275, 4861, 5265, 5615, 6080, 7133, 8085, 9906, 4853] [0.316, 0.338, 0.385, 0.417, 0.444, 0.482, 0.566, 0.644, 0.793, 1.0] [0.808, 0.816, 0.841, 0.847, 0.86, 0.894, 0.912, 0.926, 0.951, 1.0] 0.067 0.684 0.455 INC 0.61 60375 0.751 SBS40 CNS-PiloAstro [233, 247, 227, 286, 325, 352, 392, 479, 636, 304] [0.295, 0.312, 0.287, 0.361, 0.41, 0.446, 0.497, 0.609, 0.813, 1.0] [0.72, 0.74, 0.766, 0.781, 0.792, 0.843, 0.857, 0.875, 0.916, 0.99] 0.072 0.713 0.518 INC 0.63 3508 0.752 SBS40 ColoRect-AdenoCA [12507, 14984, 17382, 20814, 25760, 31447, 36718, 41912, 48298, 20745] [0.233, 0.28, 0.324, 0.389, 0.481, 0.589, 0.688, 0.787, 0.909, 1.0] [0.828, 0.899, 0.934, 0.949, 0.973, 0.975, 0.982, 0.997, 0.994, 0.985] 0.089 0.767 0.63 INC 0.51 271455 0.75 SBS40 Ewings [462, 488, 493, 525, 655, 806, 857, 959, 1149, 513] [0.349, 0.368, 0.372, 0.397, 0.495, 0.611, 0.649, 0.729, 0.875, 1.0] [0.897, 0.939, 0.941, 0.948, 0.95, 0.945, 0.945, 0.952, 0.948, 0.948] 0.073 0.651 0.506 INC 0.61 6943 0.75 SBS40 Head-SCC [4302, 4669, 5385, 6613, 8310, 10039, 11673, 13593, 16062, 7224] [0.231, 0.25, 0.289, 0.355, 0.446, 0.54, 0.628, 0.733, 0.868, 1.0] [0.904, 0.949, 0.971, 0.98, 0.984, 0.983, 0.988, 0.991, 0.981, 0.981] 0.087 0.769 0.618 INC 0.63 88002 0.756 SBS40 Kidney-RCC [79928, 78996, 80314, 82028, 86783, 91001, 96110, 100028, 107284, 44725] [0.692, 0.684, 0.695, 0.711, 0.752, 0.791, 0.835, 0.872, 0.937, 1.0] [0.999, 0.993, 0.997, 0.996, 0.987, 0.985, 0.983, 0.979, 0.969, 0.949] 0.035 0.316 0.245 INC 0.5 848413 0.841 SBS40 Lung-AdenoCA [8383, 10117, 11700, 13020, 14568, 17250, 19658, 23887, 29529, 13993] [0.236, 0.285, 0.33, 0.367, 0.412, 0.487, 0.555, 0.681, 0.841, 1.0] [0.927, 0.948, 0.957, 0.964, 0.969, 0.973, 0.974, 0.97, 0.966, 1.0] 0.08 0.764 0.557 INC 0.56 162576 0.752 SBS40 Panc-AdenoCA [20639, 22016, 24304, 28281, 33853, 40643, 46704, 53591, 64055, 27105] [0.295, 0.315, 0.347, 0.404, 0.484, 0.583, 0.67, 0.771, 0.923, 1.0] [0.923, 0.955, 0.969, 0.981, 0.985, 0.984, 0.99, 0.999, 0.994, 0.978] 0.083 0.705 0.608 INC 0.6 361638 0.756 SBS40 Prost-AdenoCA [19821, 20493, 22716, 24735, 28304, 32417, 36688, 42741, 48298, 20977] [0.366, 0.378, 0.419, 0.457, 0.523, 0.6, 0.68, 0.794, 0.899, 1.0] [0.937, 0.973, 0.985, 0.988, 0.989, 0.994, 0.996, 0.995, 0.981, 0.982] 0.073 0.634 0.521 INC 0.63 299068 0.752 SBS40 SoftTissue-Leiomyo [4176, 4662, 4993, 5728, 6481, 7215, 7762, 8604, 9915, 4099] [0.394, 0.44, 0.472, 0.542, 0.613, 0.684, 0.736, 0.818, 0.945, 1.0] [0.933, 0.95, 0.964, 0.977, 0.973, 0.973, 0.971, 0.978, 0.996, 0.983] 0.069 0.606 0.504 INC 0.5 63694 0.78 SBS40 Stomach-AdenoCA [3774, 4243, 4909, 5573, 6726, 8024, 9174, 10690, 12798, 5448] [0.268, 0.302, 0.349, 0.397, 0.478, 0.572, 0.654, 0.765, 0.917, 1.0] [0.881, 0.931, 0.954, 0.968, 0.972, 0.968, 0.97, 0.978, 0.995, 0.981] 0.084 0.732 0.616 INC 0.61 71531 0.751 SBS40 Uterus-AdenoCA [11146, 11539, 12633, 13853, 16391, 19574, 20886, 23089, 25714, 11780] [0.37, 0.383, 0.42, 0.461, 0.546, 0.653, 0.698, 0.775, 0.865, 1.0] [0.918, 0.942, 0.956, 0.97, 0.978, 0.987, 0.978, 0.971, 0.993, 0.994] 0.071 0.63 0.482 INC 0.5 166610 0.75 SBS40 Biliary-AdenoCA [6671, 7229, 8170, 9420, 11606, 13732, 15930, 17586, 21097, 9723] [0.266, 0.288, 0.325, 0.376, 0.462, 0.549, 0.637, 0.705, 0.847, 1.0] [0.91, 0.958, 0.974, 0.984, 0.985, 0.983, 0.99, 0.993, 0.986, 0.984] 0.081 0.734 0.559 INC 0.62 121298 0.754 SBS40 Bone-Epith [588, 644, 759, 903, 1026, 1168, 1257, 1499, 1686, 700] [0.325, 0.356, 0.42, 0.5, 0.568, 0.648, 0.698, 0.835, 0.941, 1.0] [0.9, 0.923, 0.94, 0.949, 0.946, 0.949, 0.953, 0.962, 0.968, 0.95] 0.078 0.675 0.584 INC 0.55 10262 0.752 SBS40 Breast-Cancer [616, 545, 578, 637, 632, 703, 735, 839, 958, 422] [0.565, 0.5, 0.53, 0.585, 0.58, 0.647, 0.677, 0.775, 0.887, 1.0] [0.965, 0.933, 0.921, 0.922, 0.925, 0.916, 0.913, 0.917, 0.956, 0.953] 0.05 0.5 0.356 INC 0.5 6665 0.795 SBS40 Cervix-Cancer [161, 185, 199, 284, 372, 412, 444, 584, 676, 334] [0.189, 0.217, 0.233, 0.333, 0.437, 0.485, 0.523, 0.691, 0.802, 1.0] [0.777, 0.821, 0.854, 0.878, 0.893, 0.915, 0.904, 0.902, 0.94, 0.968] 0.087 0.811 0.586 INC 0.67 3651 0.757 SBS40 Eso-AdenoCA [28421, 30549, 35436, 42032, 53610, 66457, 77008, 88573, 107086, 48015] [0.229, 0.246, 0.286, 0.339, 0.433, 0.538, 0.623, 0.719, 0.871, 1.0] [0.884, 0.951, 0.972, 0.979, 0.985, 0.988, 0.995, 0.999, 0.987, 0.989] 0.087 0.771 0.625 INC 0.5 577751 0.779 SBS40 ESCC [18866, 21652, 25222, 29738, 37168, 45497, 52642, 58426, 69683, 31962] [0.229, 0.262, 0.305, 0.361, 0.451, 0.553, 0.64, 0.712, 0.851, 1.0] [0.88, 0.944, 0.973, 0.982, 0.986, 0.992, 0.995, 0.994, 0.99, 0.996] 0.085 0.771 0.589 INC 0.59 392469 0.755 SBS40 Kidney-ChRCC [4183, 4177, 4493, 4780, 5348, 5749, 6232, 6731, 7847, 3204] [0.506, 0.505, 0.543, 0.578, 0.647, 0.697, 0.756, 0.819, 0.956, 1.0] [0.957, 0.957, 0.965, 0.97, 0.974, 0.976, 0.97, 0.985, 0.989, 0.974] 0.058 0.495 0.451 INC 0.5 52829 0.769 SBS40 Liver-HCC [8801, 9139, 9302, 10149, 11275, 12904, 14836, 18161, 22635, 10183] [0.342, 0.355, 0.361, 0.395, 0.439, 0.504, 0.581, 0.713, 0.886, 1.0] [0.966, 0.977, 0.989, 0.993, 0.993, 0.984, 0.971, 0.975, 0.967, 0.976] 0.073 0.658 0.531 INC 0.64 127619 0.754 SBS40 Lymph-BNHL [12775, 12679, 13695, 15888, 19010, 23139, 30622, 39363, 54217, 26422] [0.19, 0.188, 0.204, 0.237, 0.283, 0.346, 0.458, 0.59, 0.814, 1.0] [0.805, 0.851, 0.875, 0.897, 0.905, 0.917, 0.93, 0.924, 0.926, 1.0] 0.087 0.812 0.625 INC 0.57 248652 0.752 SBS40 Lymph-CLL [160, 162, 202, 227, 243, 323, 415, 525, 786, 375] [0.167, 0.17, 0.212, 0.238, 0.255, 0.34, 0.437, 0.555, 0.832, 1.0] [0.698, 0.761, 0.797, 0.818, 0.843, 0.855, 0.885, 0.898, 0.894, 0.988] 0.088 0.833 0.662 INC 0.67 3480 0.754 SBS40 Ovary-AdenoCA [8899, 9430, 10224, 11834, 12741, 14697, 15255, 16637, 17829, 7939] [0.439, 0.465, 0.504, 0.584, 0.63, 0.728, 0.757, 0.828, 0.89, 1.0] [0.938, 0.963, 0.98, 0.987, 0.987, 0.987, 0.985, 0.981, 0.985, 0.99] 0.062 0.561 0.425 INC 0.6 125509 0.754 SBS40 Panc-Endocrine [553, 649, 737, 846, 1092, 1264, 1497, 1714, 2120, 951] [0.225, 0.264, 0.3, 0.345, 0.445, 0.516, 0.612, 0.702, 0.871, 1.0] [0.818, 0.877, 0.892, 0.919, 0.928, 0.921, 0.917, 0.932, 0.981, 0.975] 0.085 0.775 0.606 INC 0.5 11428 0.798 SBS40 Skin-Melanoma [9133, 9366, 10538, 11778, 13036, 15475, 17863, 21414, 25554, 10965] [0.321, 0.329, 0.37, 0.413, 0.458, 0.545, 0.63, 0.757, 0.903, 1.0] [0.975, 0.976, 0.978, 0.979, 0.977, 0.983, 0.987, 0.985, 0.991, 0.992] 0.078 0.679 0.574 INC 0.6 145474 0.752 SBS40 SoftTissue-Liposarc [3020, 3395, 3886, 4359, 4872, 5665, 6229, 6775, 8131, 3290] [0.355, 0.4, 0.457, 0.514, 0.574, 0.669, 0.736, 0.803, 0.965, 1.0] [0.962, 0.951, 0.978, 0.982, 0.979, 0.992, 0.979, 0.969, 0.964, 0.933] 0.074 0.645 0.566 INC 0.5 49719 0.752 SBS40 Thy-AdenoCA [174, 202, 230, 271, 309, 356, 417, 478, 583, 238] [0.283, 0.329, 0.374, 0.441, 0.503, 0.581, 0.681, 0.783, 0.957, 1.0] [0.76, 0.826, 0.853, 0.893, 0.905, 0.91, 0.908, 0.93, 0.96, 0.932] 0.083 0.717 0.628 INC 0.71 3265 0.755 SBS40 ACROSS_ALL_CANCER_TYPES [0.312, 0.332, 0.366, 0.418, 0.48, 0.56, 0.631, 0.73, 0.879, 1.0] [0.88, 0.911, 0.929, 0.941, 0.946, 0.952, 0.954, 0.959, 0.967, 0.978] 31 0 0 31