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 103 (67%) 51 0.17129 1 0.019777 1 0.037387 1 0.21809 1 0.38769 1 0.49819 1 0.25177 1 0.60069 1 0.25766 1 PIK3CA 26 (17%) 128 0.3349 1 0.32088 1 0.033771 1 0.11604 1 0.33202 1 0.48166 1 1 1 0.51361 1 0.41633 1 BRAF 20 (13%) 134 4.9591e-07 6.65e-05 1.2172e-07 1.64e-05 0.00010077 0.0134 0.72185 1 0.92618 1 0.00086639 0.113 0.3531 1 0.46154 1 1 1 KRAS 58 (38%) 96 0.025005 1 0.00072522 0.0957 0.83608 1 0.70357 1 0.75196 1 0.51281 1 0.45525 1 0.6257 1 0.28277 1 TP53 74 (48%) 80 0.0023293 0.3 0.012708 1 2.1674e-08 2.95e-06 0.26836 1 0.37976 1 0.1298 1 1 1 0.61993 1 1 1 FBXW7 29 (19%) 125 0.2264 1 0.093025 1 0.0018259 0.237 0.0037983 0.486 0.23259 1 1 1 0.48019 1 1 1 0.47418 1 NRAS 15 (10%) 139 0.077327 1 0.38017 1 0.86746 1 0.46546 1 0.33213 1 0.84488 1 1 1 1 1 1 1 SMAD4 18 (12%) 136 0.30252 1 0.58694 1 0.007209 0.908 0.85217 1 0.49482 1 0.66342 1 1 1 1 1 1 1 FAM123B 19 (12%) 135 0.20975 1 0.0069761 0.886 0.024897 1 0.28621 1 0.42194 1 0.3571 1 1 1 0.42457 1 0.33826 1 SOX9 9 (6%) 145 0.23526 1 0.21364 1 0.39756 1 0.23084 1 0.46084 1 1 1 1 1 1 1 1 1 ACVR2A 8 (5%) 146 0.044979 1 0.2961 1 0.054191 1 0.19948 1 0.66829 1 0.17084 1 1 1 1 1 0.16182 1 TNFRSF10C 6 (4%) 148 0.38104 1 0.67607 1 0.11867 1 0.67994 1 0.16933 1 0.24814 1 1 1 1 1 1 1 ACOT4 3 (2%) 151 0.66496 1 0.39097 1 0.74954 1 NA NA NA NA 0.22539 1 1 1 1 1 1 1 SMAD2 10 (6%) 144 0.099491 1 0.19002 1 0.049712 1 1 1 0.37729 1 0.8179 1 1 1 1 1 1 1 PCBP1 4 (3%) 150 0.32974 1 0.55218 1 0.36776 1 NA NA NA NA 1 1 1 1 1 1 1 1 GGT1 3 (2%) 151 NA NA NA NA 0.35487 1 NA NA NA NA 1 1 1 1 1 1 1 1