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 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 (66%) 52 0.17058 1 0.018696 1 0.1013 1 0.70016 1 0.38769 1 1 1 1 1 PIK3CA 26 (17%) 129 0.33079 1 0.33586 1 0.01783 1 0.21774 1 0.33202 1 1 1 0.59239 1 BRAF 20 (13%) 135 3.2907e-07 3.26e-05 4.3712e-08 4.37e-06 8.4985e-05 0.00833 0.734 1 0.92618 1 0.14533 1 1 1 KRAS 58 (37%) 97 0.024121 1 0.0006382 0.0619 0.14993 1 0.77217 1 0.75196 1 1 1 0.61348 1 TP53 75 (48%) 80 0.0022626 0.215 0.012952 1 1.0799e-09 1.09e-07 0.40329 1 0.37976 1 0.36629 1 0.80713 1 FBXW7 29 (19%) 126 0.22671 1 0.089159 1 0.00082466 0.0792 0.0053263 0.501 0.23259 1 0.58342 1 0.65747 1 NRAS 15 (10%) 140 0.077327 1 0.40857 1 0.531 1 0.065894 1 0.33213 1 1 1 1 1 SMAD4 18 (12%) 137 0.30352 1 0.57961 1 0.010006 0.921 0.40031 1 0.49482 1 1 1 1 1 FAM123B 19 (12%) 136 0.20808 1 0.0062163 0.578 0.019023 1 0.57949 1 0.42194 1 0.49751 1 0.49751 1 SOX9 9 (6%) 146 0.23526 1 0.21364 1 0.5849 1 0.14012 1 0.46084 1 1 1 1 1 ACVR2A 8 (5%) 147 0.044979 1 0.2961 1 0.098006 1 0.16743 1 0.66829 1 1 1 0.2549 1 TNFRSF10C 6 (4%) 149 0.38104 1 0.67607 1 0.081139 1 0.61775 1 0.16933 1 1 1 1 1 SMAD2 10 (6%) 145 0.099491 1 0.19002 1 0.033333 1 0.94337 1 0.37729 1 0.2827 1 1 1 ACOT4 3 (2%) 152 0.66496 1 0.39097 1 0.73592 1 NA NA NA NA 1 1 1 1 PCBP1 4 (3%) 151 0.32974 1 0.55218 1 0.48567 1 NA NA NA NA 1 1 1 1