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 0.13595 1 0.0064799 1 0.04024 1 0.16079 1 0.21875 1 0.88866 1 0.01202 1 1 1 0.86818 1 TP53 73 (47%) 81 0.00457 0.964 0.00334 0.721 9.9999e-06 0.0023 0.20047 1 0.73613 1 9.9999e-06 0.0023 0.00118 0.258 0.62055 1 0.49359 1 KRAS 59 (38%) 95 0.03311 1 0.0080199 1 0.079349 1 0.71766 1 0.99214 1 0.30182 1 0.72208 1 0.63137 1 0.52628 1 NRAS 15 (10%) 139 0.077099 1 0.092069 1 0.78328 1 0.46757 1 0.95541 1 0.14988 1 0.73429 1 1 1 1 1 SMAD4 18 (12%) 136 0.30306 1 0.22727 1 0.02114 1 0.85248 1 0.56935 1 0.60318 1 0.51507 1 1 1 0.8655 1 FBXW7 29 (19%) 125 0.22765 1 0.055899 1 0.00261 0.566 0.00342 0.735 0.19448 1 0.15203 1 0.00434 0.92 1 1 0.1816 1 SMAD2 10 (6%) 144 0.098979 1 0.10859 1 0.02782 1 1 1 0.94125 1 0.19299 1 0.80509 1 1 1 1 1 BRAF 20 (13%) 134 9.9999e-06 0.0023 9.9999e-06 0.0023 4e-05 0.00892 0.72211 1 0.52459 1 0.01139 1 9.9999e-06 0.0023 0.46154 1 0.03936 1 FAM123B 19 (12%) 135 0.20804 1 0.1844 1 0.0264 1 0.2848 1 0.18896 1 0.17889 1 0.34994 1 0.42457 1 0.41644 1 MGC42105 10 (6%) 144 0.00432 0.92 0.13955 1 0.25185 1 0.41052 1 0.17362 1 0.47594 1 0.19395 1 1 1 0.59442 1 ACVR1B 13 (8%) 141 0.36582 1 0.15784 1 0.01675 1 0.70117 1 0.43151 1 0.14652 1 0.10253 1 1 1 0.37341 1 DNMT1 12 (8%) 142 0.02916 1 0.0078299 1 0.087909 1 0.051249 1 0.34796 1 0.03883 1 0.01055 1 1 1 0.00423 0.905 PCBP1 4 (3%) 150 0.32939 1 0.43415 1 0.29664 1 NA NA NA NA 0.81848 1 0.6365 1 1 1 0.60185 1 CDC27 10 (6%) 144 0.0025 0.545 0.073359 1 0.0071099 1 1 1 0.9545 1 0.4362 1 0.01971 1 0.18612 1 0.01392 1 PIK3CA 26 (17%) 128 0.33098 1 0.58167 1 0.01494 1 0.11995 1 0.85733 1 0.03895 1 0.56214 1 0.51361 1 0.2293 1 BCOR 6 (4%) 148 0.03459 1 0.054459 1 0.24366 1 0.19963 1 0.60149 1 0.63096 1 0.11951 1 1 1 0.096459 1 ZHX2 8 (5%) 146 0.21722 1 0.22762 1 0.17089 1 0.23028 1 0.5774 1 0.91857 1 0.084799 1 1 1 0.19635 1 KLHL5 5 (3%) 149 0.37266 1 0.29712 1 0.42077 1 0.22151 1 0.87459 1 0.63207 1 1 1 1 1 0.1598 1 CASP8 10 (6%) 144 0.00049 0.109 3e-05 0.00672 0.00109 0.24 0.01578 1 0.14957 1 0.03577 1 2e-05 0.0045 1 1 0.076119 1 PCDHGB1 7 (5%) 147 0.1088 1 0.26721 1 0.14356 1 0.43045 1 1 1 0.61754 1 0.52011 1 1 1 0.19594 1 UBXN11 3 (2%) 151 NA NA NA NA 0.32562 1 NA NA NA NA 0.20115 1 0.055799 1 1 1 0.60359 1 MIER3 10 (6%) 144 0.00106 0.234 0.00487 1 0.00496 1 0.77218 1 0.78169 1 0.94489 1 0.01162 1 1 1 0.17489 1 TBC1D10C 3 (2%) 151 0.23736 1 0.13009 1 0.78346 1 NA NA NA NA 0.13312 1 0.23953 1 1 1 0.60258 1 TCF7L2 11 (7%) 143 0.21829 1 1 1 0.15135 1 0.94891 1 0.86047 1 0.67183 1 1 1 1 1 0.31906 1 PCDHGA9 5 (3%) 149 0.37209 1 0.42157 1 0.42532 1 0.6504 1 0.38458 1 0.11458 1 0.25898 1 1 1 1 1 PCDHGA7 5 (3%) 149 0.70029 1 0.84785 1 0.04495 1 NA NA NA NA 1 1 0.66503 1 1 1 0.35951 1 KLK2 3 (2%) 151 0.41747 1 0.1307 1 0.7842 1 NA NA NA NA 0.72069 1 0.23953 1 1 1 NA NA