Clinical Features MRNA_CNMF MRNA_CHIERARCHICAL MIR_CNMF MIR_CHIERARCHICAL CN_CNMF METHLYATION_CNMF RPPA_CNMF RPPA_CHIERARCHICAL MRNASEQ_CNMF MRNASEQ_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 Fisher's exact test_P Fisher's exact test_Q TP53 79 (28%) 204 0.00065999 0.176 9.9999e-06 0.00283 0.00149 0.39 0.14898 1 9.9999e-06 0.00283 0.00084999 0.224 0.03759 1 0.0087499 1 0.00174 0.452 0.00164 0.428 PIK3R1 32 (11%) 251 0.75581 1 0.19257 1 0.19762 1 0.53079 1 0.63646 1 0.24711 1 0.98867 1 0.67909 1 0.40798 1 0.22321 1 RB1 24 (8%) 259 0.03343 1 0.01756 1 0.13048 1 0.92073 1 0.10826 1 0.01079 1 0.49222 1 0.22694 1 0.081269 1 0.57971 1 NF1 29 (10%) 254 0.079569 1 0.00041 0.109 0.02635 1 0.93253 1 0.0086899 1 0.068349 1 0.22934 1 0.0059599 1 0.56558 1 0.45156 1 PTEN 87 (31%) 196 0.11557 1 0.075369 1 0.02788 1 0.64341 1 0.43134 1 0.22318 1 0.37821 1 0.14368 1 0.27264 1 0.64697 1 IDH1 14 (5%) 269 0.00011 0.0298 9.9999e-06 0.00283 5.9999e-05 0.0164 0.00311 0.799 3e-05 0.00825 9.9999e-06 0.00283 0.00369 0.941 0.00125 0.329 0.00081999 0.217 2e-05 0.00554 PIK3CA 29 (10%) 254 0.79175 1 0.16215 1 0.57084 1 1 1 0.81679 1 0.82074 1 0.75638 1 0.31208 1 0.26216 1 0.23743 1 STAG2 12 (4%) 271 0.39208 1 0.69862 1 0.7155 1 0.58905 1 0.75112 1 0.04322 1 0.0070199 1 0.39524 1 0.4761 1 0.10347 1 SEMG1 8 (3%) 275 0.67995 1 0.17662 1 0.88813 1 1 1 0.16332 1 0.16813 1 NA NA NA NA 1 1 0.3371 1 RPL5 7 (2%) 276 0.38077 1 0.50759 1 0.86764 1 0.46755 1 1 1 NA NA 0.84434 1 0.6855 1 0.46457 1 1 1 SLC26A3 7 (2%) 276 0.94034 1 0.76653 1 0.465 1 0.36416 1 0.64752 1 0.18276 1 0.16639 1 0.15479 1 0.15483 1 0.1639 1 MAP3K1 6 (2%) 277 1 1 0.72969 1 0.8082 1 0.64663 1 1 1 NA NA NA NA NA NA 0.57515 1 1 1 ATRX 16 (6%) 267 0.00206 0.534 9.9999e-06 0.00283 0.0068899 1 0.01833 1 2e-05 0.00554 4e-05 0.011 0.0058999 1 0.051479 1 0.00207 0.534 0.00022 0.0594 BRAF 6 (2%) 277 0.76943 1 0.71307 1 0.31779 1 0.02951 1 0.5903 1 NA NA 1 1 0.64057 1 0.79233 1 1 1 EGFR 74 (26%) 209 0.0069499 1 0.055689 1 0.51003 1 0.13962 1 9.9999e-06 0.00283 0.00031 0.0831 6.9999e-05 0.019 0.00025 0.0672 0.04213 1 0.0060699 1 PDGFRA 11 (4%) 272 0.01251 1 0.14628 1 0.90471 1 0.13724 1 0.19456 1 0.73026 1 1 1 1 1 0.02626 1 0.00453 1 KDR 8 (3%) 275 0.20519 1 0.65428 1 0.27871 1 0.51323 1 0.73199 1 0.34582 1 0.14315 1 0.52574 1 NA NA NA NA TMPRSS6 6 (2%) 277 0.66795 1 0.70168 1 0.66368 1 0.26385 1 0.88101 1 0.34938 1 0.25363 1 0.32742 1 0.57175 1 1 1 CHD8 9 (3%) 274 0.70105 1 0.53148 1 0.13273 1 0.64378 1 0.18802 1 NA NA 0.62434 1 0.75788 1 0.27364 1 0.61061 1 SEMA3C 11 (4%) 272 0.48509 1 0.17416 1 0.12053 1 0.85015 1 0.5429 1 0.41357 1 0.33909 1 0.68337 1 0.10299 1 0.16639 1 ZDHHC4 3 (1%) 280 NA NA NA NA 0.16516 1 1 1 0.051739 1 NA NA NA NA NA NA NA NA NA NA MMP13 5 (2%) 278 0.91114 1 0.21789 1 0.76611 1 0.050259 1 0.15197 1 NA NA NA NA NA NA NA NA NA NA PRKCD 3 (1%) 280 0.1746 1 0.083549 1 0.16367 1 1 1 0.37963 1 NA NA NA NA NA NA NA NA NA NA REN 5 (2%) 278 0.47983 1 0.41593 1 0.073579 1 0.5164 1 0.62021 1 NA NA 1 1 0.83434 1 NA NA NA NA LRRC55 6 (2%) 277 0.37293 1 0.53677 1 0.33593 1 0.8676 1 0.33194 1 NA NA NA NA NA NA NA NA NA NA MUC17 22 (8%) 261 0.01208 1 0.19109 1 0.70601 1 0.70319 1 0.92368 1 0.84093 1 0.24259 1 0.32571 1 0.86137 1 1 1 CD209 5 (2%) 278 0.91113 1 1 1 0.067239 1 0.60807 1 0.69125 1 NA NA 0.4881 1 1 1 NA NA NA NA DDX5 4 (1%) 279 0.21763 1 1 1 0.53712 1 0.44495 1 0.14314 1 NA NA NA NA NA NA NA NA NA NA TP63 6 (2%) 277 1 1 0.73028 1 0.4095 1 0.64721 1 0.77493 1 NA NA 0.068099 1 0.20773 1 0.25366 1 0.10966 1 CD1D 4 (1%) 279 0.8797 1 1 1 0.64343 1 0.12257 1 0.82503 1 NA NA 0.89114 1 1 1 NA NA NA NA LZTR1 10 (4%) 273 1 1 0.51766 1 0.35992 1 0.7027 1 0.44345 1 0.12968 1 0.83957 1 0.89383 1 0.17392 1 0.75097 1 TEX15 8 (3%) 275 0.30915 1 0.24302 1 0.30013 1 0.72031 1 0.54707 1 0.8228 1 0.86791 1 0.27496 1 0.00346 0.886 0.82354 1 FBN3 11 (4%) 272 0.19107 1 0.30831 1 0.9053 1 0.92207 1 0.10636 1 1 1 0.27949 1 0.37339 1 0.85715 1 1 1