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 (72%) 63 0.0075952 1 0.026727 1 0.071971 1 NA NA 0.46688 1 0.45244 1 0.34002 1 0.8373 1 FBXW7 38 (17%) 185 0.059212 1 0.043687 1 0.0004943 0.0766 NA NA 0.01122 1 0.03617 1 0.41557 1 0.15614 1 NRAS 20 (9%) 203 0.046463 1 0.12488 1 0.095738 1 NA NA 0.90948 1 0.47408 1 0.26773 1 1 1 BRAF 22 (10%) 201 9.1287e-07 0.000147 2.3101e-08 3.74e-06 9.5618e-05 0.015 NA NA 0.48227 1 0.30406 1 1 1 0.68359 1 KRAS 96 (43%) 127 7.4452e-05 0.0118 4.0502e-05 0.00644 0.43027 1 0.10714 1 0.57241 1 1 1 0.021757 1 0.043066 1 TP53 119 (53%) 104 0.0020178 0.311 0.00048185 0.0752 2.0097e-12 3.28e-10 NA NA 0.5679 1 0.78239 1 0.030673 1 0.56715 1 SMAD4 26 (12%) 197 0.030844 1 0.28789 1 0.12785 1 NA NA 0.85909 1 0.33919 1 1 1 1 1 FAM123B 25 (11%) 198 0.072343 1 0.091812 1 0.0055829 0.843 NA NA 0.34449 1 0.5876 1 1 1 1 1 PIK3CA 33 (15%) 190 0.20484 1 0.56994 1 2.1339e-05 0.00341 NA NA 0.062025 1 0.12884 1 0.16455 1 1 1 SMAD2 15 (7%) 208 0.13307 1 0.51785 1 0.35304 1 NA NA 0.59205 1 0.13321 1 1 1 1 1 TCF7L2 18 (8%) 205 1 1 0.41298 1 0.0072292 1 NA NA 0.8363 1 0.89617 1 1 1 1 1 ACVR2A 9 (4%) 214 0.0071729 1 0.18431 1 0.02072 1 NA NA 0.095237 1 0.46856 1 0.17286 1 1 1 SOX9 10 (4%) 213 0.12913 1 0.12286 1 0.0050171 0.763 NA NA 0.18915 1 0.694 1 1 1 1 1 ELF3 6 (3%) 217 0.36312 1 0.81051 1 0.52138 1 NA NA 0.54372 1 0.43551 1 1 1 1 1 CRTC1 6 (3%) 217 0.12306 1 0.16488 1 0.89821 1 NA NA 0.17545 1 0.48214 1 1 1 1 1 TNFRSF10C 6 (3%) 217 0.31707 1 0.28709 1 0.16464 1 NA NA 0.27762 1 0.378 1 1 1 1 1 KIAA1804 15 (7%) 208 0.26731 1 0.39731 1 0.078927 1 NA NA 0.50609 1 0.47408 1 1 1 1 1 KRTAP5-5 4 (2%) 219 0.3272 1 0.48238 1 0.84921 1 NA NA 0.38532 1 1 1 1 1 1 1 PTEN 7 (3%) 216 0.027588 1 0.33674 1 0.051728 1 NA NA 0.54372 1 0.43551 1 0.34726 1 0.29788 1 ACOT4 3 (1%) 220 0.25523 1 0.48995 1 0.51487 1 NA NA NA NA NA NA 1 1 1 1 MYO1B 13 (6%) 210 0.0086213 1 0.0087863 1 0.0046347 0.709 NA NA 0.021464 1 0.46856 1 1 1 1 1 PCBP1 6 (3%) 217 0.23388 1 0.81051 1 0.70696 1 NA NA 0.64843 1 0.48214 1 1 1 1 1 GGT1 3 (1%) 220 NA NA NA NA 0.17515 1 NA NA NA NA NA NA 1 1 1 1 ACVR1B 14 (6%) 209 0.37438 1 0.31631 1 0.092415 1 NA NA 0.7346 1 0.37567 1 0.58058 1 1 1