Clinical Features MRNA_CNMF MRNA_CHIERARCHICAL CN_CNMF RPPA_CNMF RPPA_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 Chi-square test_P Chi-square test_Q Fisher's exact test_P Fisher's exact test_Q Chi-square test_P Chi-square test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q APC 57 (83%) 12 0.84989 1 0.77985 1 0.056067 1 0.36218 1 0.59849 1 0.33741 1 1 1 KRAS 38 (55%) 31 0.34215 1 0.17995 1 0.0023343 0.238 0.83044 1 0.81719 1 0.29246 1 0.046474 1 TP53 45 (65%) 24 0.00022892 0.0238 0.0013522 0.139 0.2098 1 0.16036 1 0.60343 1 0.81229 1 0.28827 1 SMAD4 8 (12%) 61 0.10472 1 0.36144 1 0.91418 1 0.15156 1 0.18012 1 0.30921 1 1 1 KIAA1804 9 (13%) 60 0.32197 1 0.5784 1 0.099669 1 1 1 0.81974 1 0.80471 1 1 1 FBXW7 9 (13%) 60 0.14789 1 0.096175 1 0.40917 1 0.68795 1 0.58507 1 0.80471 1 1 1 NRAS 5 (7%) 64 0.85557 1 1 1 0.67453 1 NA NA NA NA 0.096864 1 1 1 TCF7L2 7 (10%) 62 0.883 1 0.68279 1 0.7088 1 0.15242 1 0.52808 1 1 1 1 1 PIK3CA 7 (10%) 62 1 1 0.73108 1 0.81433 1 0.46494 1 0.48826 1 0.34273 1 0.32777 1 OPCML 6 (9%) 63 0.22842 1 0.097181 1 0.50815 1 0.67451 1 0.13046 1 1 1 1 1 SMAD2 5 (7%) 64 1 1 1 1 0.28971 1 0.60727 1 0.028124 1 1 1 1 1 SPATA8 3 (4%) 66 NA NA NA NA 0.38824 1 NA NA NA NA 0.43214 1 0.17605 1 ERBB2 4 (6%) 65 0.54032 1 1 1 0.5764 1 0.67451 1 0.13046 1 1 1 1 1 IL1RAPL2 5 (7%) 64 0.61254 1 0.51898 1 0.78529 1 NA NA NA NA 0.27254 1 1 1 FAM123B 6 (9%) 63 1 1 0.73108 1 0.46322 1 0.15929 1 0.90553 1 1 1 1 1 ZIM3 5 (7%) 64 0.82668 1 0.66769 1 0.43343 1 0.3597 1 0.33719 1 0.3874 1 0.27975 1