Clinical Features MRNA_CNMF MRNA_CHIERARCHICAL CN_CNMF RPPA_CNMF RPPA_CHIERARCHICAL MRNASEQ_CNMF MRNASEQ_CHIERARCHICAL MIRSEQ_CNMF MIRSEQ_CHIERARCHICAL nMutated (%) nWild-Type Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q APC 107 (69%) 47 0.13362 1 0.0064999 1 0.02563 1 0.16099 1 0.21792 1 0.4935 1 0.01167 1 1 1 0.86741 1 TP53 73 (47%) 81 0.0050899 1 0.00337 0.728 9.9999e-06 0.0023 0.19808 1 0.73682 1 0.088649 1 0.00116 0.255 0.62055 1 0.49402 1 KRAS 59 (38%) 95 0.03368 1 0.0074999 1 0.7176 1 0.71918 1 0.99238 1 0.13415 1 0.72205 1 0.63137 1 0.52367 1 NRAS 15 (10%) 139 0.076819 1 0.091879 1 0.86555 1 0.46808 1 0.95419 1 0.63909 1 0.73245 1 1 1 1 1 SMAD4 18 (12%) 136 0.30297 1 0.22801 1 0.0079999 1 0.85387 1 0.57203 1 0.46825 1 0.51479 1 1 1 0.86359 1 FBXW7 29 (19%) 125 0.2255 1 0.056019 1 0.00194 0.423 0.00349 0.75 0.19184 1 0.85146 1 0.00442 0.937 1 1 0.17909 1 SMAD2 10 (6%) 144 0.099149 1 0.1084 1 0.050209 1 1 1 0.94053 1 0.66802 1 0.80636 1 1 1 1 1 BRAF 20 (13%) 134 9.9999e-06 0.0023 9.9999e-06 0.0023 8.9999e-05 0.0202 0.72087 1 0.52321 1 0.00055999 0.124 9.9999e-06 0.0023 0.46154 1 0.03812 1 FAM123B 19 (12%) 135 0.20681 1 0.18246 1 0.0094599 1 0.28659 1 0.18704 1 0.20872 1 0.35065 1 0.42457 1 0.41641 1 MGC42105 10 (6%) 144 0.00393 0.841 0.14055 1 0.22423 1 0.4132 1 0.17354 1 0.14446 1 0.19333 1 1 1 0.59342 1 ACVR1B 13 (8%) 141 0.36633 1 0.15703 1 0.0061399 1 0.70236 1 0.43575 1 0.04683 1 0.10098 1 1 1 0.37164 1 DNMT1 12 (8%) 142 0.02945 1 0.0081599 1 0.073759 1 0.050889 1 0.34678 1 0.32742 1 0.01102 1 1 1 0.0046 0.971 PCBP1 4 (3%) 150 0.3299 1 0.43211 1 0.64083 1 NA NA NA NA 1 1 0.6378 1 1 1 0.60414 1 CDC27 10 (6%) 144 0.00215 0.467 0.073409 1 0.00436 0.929 1 1 0.95436 1 0.82105 1 0.01956 1 0.18612 1 0.01503 1 PIK3CA 26 (17%) 128 0.32937 1 0.57991 1 0.0088099 1 0.11672 1 0.85453 1 0.31576 1 0.55907 1 0.51361 1 0.23068 1 BCOR 6 (4%) 148 0.03391 1 0.054819 1 0.02116 1 0.19936 1 0.60421 1 1 1 0.12009 1 1 1 0.094579 1 ZHX2 8 (5%) 146 0.21747 1 0.2261 1 0.2473 1 0.2327 1 0.57874 1 0.78194 1 0.084569 1 1 1 0.19371 1 KLHL5 5 (3%) 149 0.37407 1 0.29929 1 0.35657 1 0.22042 1 0.87644 1 1 1 1 1 1 1 0.1611 1 CASP8 10 (6%) 144 0.00046 0.103 4e-05 0.009 0.00070999 0.157 0.01544 1 0.14684 1 0.54456 1 9.9999e-06 0.0023 1 1 0.077139 1 PCDHGB1 7 (5%) 147 0.10825 1 0.26804 1 0.11247 1 0.43235 1 1 1 0.53106 1 0.51841 1 1 1 0.19541 1 UBXN11 3 (2%) 151 NA NA NA NA 0.3512 1 NA NA NA NA 0.2332 1 0.057059 1 1 1 0.60404 1 MIER3 10 (6%) 144 0.00136 0.298 0.0051599 1 0.00462 0.971 0.7707 1 0.7841 1 0.81887 1 0.01188 1 1 1 0.17702 1 TBC1D10C 3 (2%) 151 0.23836 1 0.12938 1 1 1 NA NA NA NA 0.23135 1 0.24215 1 1 1 0.60401 1 TCF7L2 11 (7%) 143 0.21988 1 1 1 0.90747 1 0.95033 1 0.85996 1 0.66361 1 1 1 1 1 0.31808 1 PCDHGA9 5 (3%) 149 0.37269 1 0.41725 1 0.54273 1 0.64907 1 0.38488 1 0.39403 1 0.25738 1 1 1 1 1 PCDHGA7 5 (3%) 149 0.7027 1 0.84813 1 0.54407 1 NA NA NA NA 0.39174 1 0.66807 1 1 1 0.35994 1 KLK2 3 (2%) 151 0.419 1 0.131 1 1 1 NA NA NA NA 1 1 0.24113 1 1 1 NA NA