Clinical Features MRNA_CNMF MRNA_CHIERARCHICAL CN_CNMF METHLYATION_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 Fisher's exact test_P Fisher's exact test_Q APC 160 (71%) 64 0.0075952 1 0.026727 1 0.22131 1 NA NA 0.65326 1 0.45244 1 0.68882 1 0.46352 1 FBXW7 38 (17%) 186 0.059212 1 0.043687 1 0.00012197 0.0171 NA NA 0.0088052 1 0.03617 1 0.35553 1 0.11823 1 NRAS 20 (9%) 204 0.046463 1 0.12488 1 0.27376 1 NA NA 0.24697 1 0.47408 1 1 1 1 1 BRAF 22 (10%) 202 9.1287e-07 0.000131 2.3101e-08 3.35e-06 4.1681e-05 0.00592 NA NA 0.21535 1 0.30406 1 0.59965 1 1 1 KRAS 96 (43%) 128 7.4452e-05 0.0105 4.0502e-05 0.00579 0.48475 1 0.25714 1 0.63449 1 1 1 0.068803 1 0.73504 1 TP53 120 (54%) 104 0.0020178 0.276 0.00048185 0.0668 7.2821e-11 1.06e-08 NA NA 0.45289 1 0.78239 1 0.025164 1 0.13421 1 SMAD4 26 (12%) 198 0.030844 1 0.28789 1 0.035544 1 NA NA 0.52087 1 0.33919 1 1 1 0.84563 1 FAM123B 25 (11%) 199 0.072343 1 0.091812 1 0.0053927 0.728 NA NA 0.53564 1 0.5876 1 1 1 0.45854 1 PIK3CA 33 (15%) 191 0.20484 1 0.56994 1 0.00048031 0.0668 NA NA 0.087574 1 0.12884 1 0.085302 1 1 1 SMAD2 15 (7%) 209 0.13307 1 0.51785 1 0.039307 1 NA NA 0.53277 1 0.13321 1 1 1 0.71089 1 TCF7L2 18 (8%) 206 1 1 0.41298 1 0.4171 1 NA NA 0.73745 1 0.89617 1 1 1 0.22996 1 ACVR2A 9 (4%) 215 0.0071729 0.961 0.18431 1 0.032525 1 NA NA 0.42928 1 0.46856 1 1 1 0.54492 1 SOX9 10 (4%) 214 0.12913 1 0.12286 1 0.0045074 0.613 NA NA 0.20421 1 0.694 1 1 1 0.58399 1 ELF3 6 (3%) 218 0.36312 1 0.81051 1 0.051417 1 NA NA 0.61173 1 0.43551 1 1 1 0.40594 1 CRTC1 6 (3%) 218 0.12306 1 0.16488 1 0.83703 1 NA NA 0.20899 1 0.48214 1 1 1 0.40594 1 TNFRSF10C 6 (3%) 218 0.31707 1 0.28709 1 0.67512 1 NA NA 0.85324 1 0.378 1 1 1 1 1 KRTAP5-5 4 (2%) 220 0.3272 1 0.48238 1 0.48002 1 NA NA 0.38788 1 1 1 1 1 1 1 KIAA1804 15 (7%) 209 0.26731 1 0.39731 1 0.065855 1 NA NA 0.75803 1 0.47408 1 1 1 0.73635 1 ACOT4 3 (1%) 221 0.25523 1 0.48995 1 0.82905 1 NA NA NA NA NA NA 1 1 1 1 PTEN 7 (3%) 217 0.027588 1 0.33674 1 0.042895 1 NA NA 0.61173 1 0.43551 1 0.24427 1 0.057507 1 MYO1B 13 (6%) 211 0.0086213 1 0.0087863 1 0.007523 1 NA NA 0.012988 1 0.46856 1 1 1 0.65286 1