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 80 (28%) 203 0.00099999 0.0164 9.9999e-06 0.00045 0.00081999 0.0148 0.20305 0.703 2e-05 0.00072 0.00086999 0.0149 0.0073199 0.0826 0.04616 0.32 0.00075999 0.0146 0.00053999 0.0114 PIK3R1 32 (11%) 251 0.75304 1 0.18708 0.7 0.2002 0.703 0.52701 1 0.63668 1 0.24944 0.781 0.2171 0.729 0.058579 0.37 0.40475 0.964 0.22156 0.729 RB1 24 (8%) 259 0.03398 0.255 0.01694 0.156 0.13253 0.635 0.9227 1 0.10748 0.553 0.01081 0.114 0.81669 1 0.53733 1 0.079599 0.455 0.57904 1 NF1 29 (10%) 254 0.081189 0.457 0.00027 0.00648 0.02534 0.212 0.93163 1 0.0083899 0.0915 0.068419 0.417 0.051899 0.34 0.01199 0.123 0.56467 1 0.45108 1 PTEN 87 (31%) 196 0.11611 0.581 0.074979 0.437 0.02627 0.215 0.64656 1 0.42891 0.996 0.22309 0.729 0.24851 0.781 0.382 0.955 0.27109 0.805 0.64457 1 IDH1 14 (5%) 269 0.00014 0.00388 9.9999e-06 0.00045 4e-05 0.00131 0.00283 0.0408 6.9999e-05 0.0021 9.9999e-06 0.00045 0.26605 0.798 0.0073399 0.0826 0.00076999 0.0146 9.9999e-06 0.00045 PIK3CA 27 (10%) 256 0.95352 1 0.28936 0.832 0.29122 0.832 0.86053 1 0.67105 1 0.86663 1 0.81136 1 0.40524 0.964 0.40658 0.964 0.23155 0.738 STAG2 12 (4%) 271 0.39175 0.959 0.69734 1 0.71553 1 0.59002 1 0.754 1 0.04323 0.305 0.27493 0.805 0.33501 0.912 0.4785 1 0.10512 0.553 SLC26A3 7 (2%) 276 0.94183 1 0.76695 1 0.46457 1 0.36581 0.935 0.64824 1 0.18193 0.697 0.4804 1 0.30904 0.856 0.15606 0.679 0.16339 0.68 SEMG1 8 (3%) 275 0.6792 1 0.17676 0.688 0.88781 1 1 1 0.16424 0.68 0.16828 0.688 NA NA NA NA 1 1 0.33938 0.912 KDR 8 (3%) 275 0.20307 0.703 0.65758 1 0.28157 0.817 0.51149 1 0.73254 1 0.34645 0.917 0.15657 0.679 0.73338 1 NA NA NA NA RPL5 7 (2%) 276 0.38222 0.955 0.50875 1 0.86773 1 0.46685 1 1 1 NA NA 0.55092 1 0.68785 1 0.46336 1 1 1 ATRX 16 (6%) 267 0.00213 0.0322 9.9999e-06 0.00045 0.0061299 0.0761 0.01809 0.163 2e-05 0.00072 9.9999e-06 0.00045 0.55572 1 0.01412 0.134 0.00215 0.0322 0.00018 0.00463 MAP3K1 6 (2%) 277 1 1 0.72957 1 0.80797 1 0.64631 1 1 1 NA NA NA NA NA NA 0.57148 1 1 1 BRAF 6 (2%) 277 0.7675 1 0.71286 1 0.31802 0.874 0.02913 0.223 0.59078 1 NA NA 1 1 0.78248 1 0.79347 1 1 1 EGFR 74 (26%) 209 0.0069599 0.0826 0.056669 0.364 0.50697 1 0.137 0.641 9.9999e-06 0.00045 0.00033 0.00742 0.25748 0.789 9.9999e-06 0.00045 0.04186 0.301 0.0060799 0.0761 TMPRSS6 6 (2%) 277 0.66466 1 0.69906 1 0.66259 1 0.26402 0.798 0.88213 1 0.34636 0.917 0.90364 1 0.47117 1 0.57601 1 1 1 PRKCD 3 (1%) 280 0.17305 0.688 0.085519 0.474 0.16393 0.68 1 1 0.37702 0.955 NA NA NA NA NA NA NA NA NA NA TP63 6 (2%) 277 1 1 0.7298 1 0.41026 0.965 0.64457 1 0.77404 1 NA NA 0.03667 0.269 0.38518 0.955 0.25254 0.784 0.11179 0.567 PDGFRA 11 (4%) 272 0.01283 0.125 0.14615 0.658 0.90173 1 0.14144 0.653 0.1925 0.7 0.72842 1 0.29641 0.84 0.73205 1 0.02528 0.212 0.00489 0.0652 CHD8 9 (3%) 274 0.70217 1 0.53384 1 0.13411 0.635 0.64314 1 0.19067 0.7 NA NA 0.30923 0.856 0.91536 1 0.27471 0.805 0.61104 1 IL4R 8 (3%) 275 0.94039 1 0.38748 0.955 0.71938 1 0.8068 1 0.90889 1 0.02776 0.222 0.22649 0.729 0.88594 1 0.46694 1 0.79904 1 REN 5 (2%) 278 0.4806 1 0.41604 0.973 0.073499 0.437 0.51394 1 0.61803 1 NA NA 0.55216 1 1 1 NA NA NA NA CD209 5 (2%) 278 0.91184 1 1 1 0.066779 0.414 0.60746 1 0.6926 1 NA NA 0.90566 1 1 1 NA NA NA NA FBN3 11 (4%) 272 0.19232 0.7 0.30841 0.856 0.90421 1 0.91961 1 0.10643 0.553 1 1 0.01899 0.167 0.66226 1 0.85485 1 1 1 MMP13 5 (2%) 278 0.91186 1 0.21933 0.729 0.76052 1 0.04997 0.339 0.15337 0.679 NA NA NA NA NA NA NA NA NA NA TCF12 4 (1%) 279 1 1 0.48225 1 0.63958 1 0.25871 0.789 0.49015 1 NA NA 0.075249 0.437 1 1 NA NA NA NA LZTR1 10 (4%) 273 1 1 0.51647 1 0.36042 0.933 0.70443 1 0.4414 1 0.12473 0.615 0.19972 0.703 0.56321 1 0.174 0.688 0.75419 1 ZDHHC4 3 (1%) 280 NA NA NA NA 0.16282 0.68 1 1 0.050879 0.339 NA NA NA NA NA NA NA NA NA NA IL18RAP 7 (2%) 276 0.12892 0.627 0.2269 0.729 0.00351 0.0486 0.17777 0.688 1 1 0.46878 1 0.36635 0.935 0.61416 1 0.68777 1 0.33887 0.912 ODF4 3 (1%) 280 0.87778 1 0.35226 0.926 1 1 0.19627 0.703 0.63332 1 NA NA NA NA NA NA NA NA NA NA KEL 15 (5%) 268 0.54724 1 0.21194 0.727 0.72218 1 0.88573 1 0.090729 0.492 0.17102 0.688 0.67117 1 0.59615 1 0.40699 0.964 0.64891 1 TESK1 3 (1%) 280 0.35917 0.933 0.69703 1 0.45652 1 0.6044 1 0.78259 1 NA NA NA NA NA NA NA NA NA NA MUC17 22 (8%) 261 0.01243 0.124 0.19104 0.7 0.70353 1 0.70398 1 0.92279 1 0.84104 1 0.55063 1 0.091499 0.492 0.85901 1 1 1 FAM126B 4 (1%) 279 0.39458 0.96 0.02895 0.223 0.64053 1 0.44319 1 0.47611 1 0.4536 1 1 1 0.62973 1 NA NA NA NA DDX5 4 (1%) 279 0.21627 0.729 1 1 0.53615 1 0.44333 1 0.14396 0.656 NA NA NA NA NA NA NA NA NA NA