Clinical Features CN_CNMF METHLYATION_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 CDKN2A 23 (17%) 114 0.40104 1 0.29679 1 0.27492 1 0.2525 1 0.77284 1 0.7972 1 0.87403 1 0.94229 1 TP53 23 (17%) 114 0.22297 1 0.03719 1 0.38184 1 0.535 1 0.074151 1 0.059379 1 0.015373 1 0.13689 1 BRAF 73 (53%) 64 0.059262 1 0.1891 1 0.57781 1 0.041096 1 0.41 1 0.18618 1 0.012644 1 0.45045 1 C15ORF23 10 (7%) 127 0.40048 1 0.066625 1 0.72211 1 1 1 0.84423 1 1 1 1 1 0.88412 1 ERVFRDE1 3 (2%) 134 1 1 0.49043 1 NA NA NA NA 1 1 1 1 0.79856 1 1 1 NRAS 39 (28%) 98 0.0033296 1 0.074811 1 0.53269 1 0.15047 1 0.67891 1 0.72792 1 0.39261 1 0.72304 1 PTEN 12 (9%) 125 0.51636 1 0.23615 1 0.152 1 0.37503 1 0.74757 1 0.27598 1 0.5037 1 0.82041 1 PPP6C 14 (10%) 123 0.0080061 1 0.67905 1 0.75254 1 0.49808 1 0.72634 1 1 1 0.1306 1 0.40973 1 PRB4 16 (12%) 121 0.86745 1 0.83972 1 0.020069 1 0.091178 1 0.25897 1 0.32988 1 0.5824 1 0.4082 1 RAC1 9 (7%) 128 0.77673 1 1 1 1 1 1 1 1 1 0.67253 1 0.82295 1 0.048337 1 CDH9 23 (17%) 114 0.92157 1 0.45852 1 0.74155 1 0.96378 1 0.80748 1 1 1 0.021613 1 0.8916 1 STK19 9 (7%) 128 0.77673 1 0.096855 1 0.53795 1 0.65943 1 0.20199 1 0.32959 1 0.13624 1 0.68601 1 ADH1C 20 (15%) 117 0.11321 1 0.43867 1 0.09409 1 0.066776 1 0.12281 1 0.39695 1 0.05936 1 0.36684 1 TCEB3C 19 (14%) 118 0.85713 1 0.32784 1 0.55179 1 0.93892 1 0.40747 1 0.47733 1 0.81507 1 0.5037 1 DDX3X 14 (10%) 123 0.20435 1 0.72648 1 0.31702 1 0.10611 1 0.30668 1 0.57461 1 0.54234 1 0.10954 1 TRAT1 9 (7%) 128 0.68736 1 0.82908 1 1 1 1 1 0.57019 1 0.747 1 0.61163 1 0.68601 1 TTN 108 (79%) 29 0.492 1 0.35035 1 0.22869 1 0.11366 1 0.92695 1 0.72696 1 0.28561 1 0.64358 1 GH2 10 (7%) 127 0.093835 1 0.91865 1 0.39839 1 0.65296 1 0.35103 1 0.63673 1 0.58297 1 0.78849 1 TFEC 13 (9%) 124 0.87458 1 0.62276 1 0.24719 1 0.49887 1 1 1 0.56123 1 0.52436 1 0.32161 1 IDH1 7 (5%) 130 0.66613 1 0.79477 1 0.56845 1 0.52655 1 0.3318 1 0.41951 1 0.038129 1 0.15004 1 WDR12 9 (7%) 128 1 1 1 1 1 1 0.77811 1 0.68238 1 0.083712 1 0.018247 1 0.037277 1 RGS18 7 (5%) 130 0.66613 1 1 1 0.53828 1 0.42622 1 0.79435 1 0.78025 1 0.21496 1 0.73097 1 POF1B 17 (12%) 120 0.089334 1 0.14454 1 0.44265 1 0.62721 1 0.43576 1 0.89222 1 0.5342 1 0.46747 1 OR5AC2 16 (12%) 121 0.77735 1 0.70999 1 0.2042 1 0.94318 1 0.44406 1 0.29072 1 0.88809 1 1 1 VEGFC 13 (9%) 124 0.3964 1 0.46553 1 0.8168 1 0.0054431 1 0.029882 1 0.012023 1 0.063688 1 0.049505 1 RERG 9 (7%) 128 0.56825 1 0.68284 1 0.12537 1 0.067045 1 0.51915 1 0.23967 1 0.13624 1 0.38605 1 CCNE2 10 (7%) 127 0.50612 1 0.64991 1 0.25821 1 0.13588 1 0.84423 1 0.76255 1 0.022865 1 0.56053 1 GPR141 12 (9%) 125 0.55681 1 0.012483 1 0.0013349 0.761 0.0072441 1 0.5522 1 0.41914 1 0.22089 1 0.6596 1 GK2 17 (12%) 120 0.41295 1 0.75967 1 0.74682 1 1 1 0.84733 1 0.41144 1 0.50179 1 0.8041 1 NAP1L2 12 (9%) 125 0.64475 1 0.34996 1 0.72211 1 0.15669 1 0.59308 1 0.7905 1 0.54427 1 1 1 SNAP91 18 (13%) 119 0.70342 1 0.56585 1 0.86888 1 0.62213 1 0.62503 1 0.48774 1 0.89809 1 0.33099 1 PRB2 20 (15%) 117 0.38592 1 0.95323 1 0.6609 1 1 1 0.049201 1 0.18828 1 0.0014542 0.827 0.026843 1 TLL1 27 (20%) 110 0.76616 1 0.31614 1 0.76487 1 0.17876 1 0.093836 1 0.045879 1 0.40013 1 0.40695 1 HBD 8 (6%) 129 0.49877 1 0.73263 1 1 1 0.15799 1 0.21302 1 0.061223 1 0.072138 1 0.14312 1 GRXCR2 11 (8%) 126 0.84631 1 1 1 0.37133 1 0.71948 1 0.62384 1 0.46671 1 0.61118 1 0.80135 1 NOTCH2NL 9 (7%) 128 0.20979 1 0.56868 1 0.19441 1 0.10744 1 0.04087 1 0.2987 1 0.55331 1 0.037277 1 OXA1L 4 (3%) 133 0.68544 1 0.18324 1 NA NA NA NA 0.82662 1 0.54516 1 0.83464 1 0.43963 1 AREG 6 (4%) 131 0.71721 1 0.37999 1 0.83234 1 0.68939 1 0.87905 1 0.48951 1 1 1 0.6939 1 HBG2 6 (4%) 131 0.29424 1 0.37999 1 NA NA NA NA 1 1 1 1 0.50358 1 0.56197 1 SERPINB4 20 (15%) 117 0.48736 1 0.75025 1 0.015396 1 0.018278 1 0.48294 1 0.39695 1 0.95108 1 0.48619 1 SPTLC3 14 (10%) 123 1 1 0.63772 1 0.41814 1 0.85876 1 0.041432 1 0.43906 1 0.23356 1 0.6383 1 TAF1A 9 (7%) 128 0.96361 1 0.91075 1 0.72211 1 0.21191 1 0.34474 1 0.6015 1 0.90801 1 0.45405 1 CLVS2 13 (9%) 124 0.1945 1 0.54152 1 0.60869 1 0.9639 1 0.029882 1 0.18973 1 0.80794 1 0.83081 1 CCDC102B 15 (11%) 122 0.21884 1 0.88937 1 0.14962 1 0.92083 1 0.69452 1 0.5582 1 0.88105 1 0.92003 1 OR4N2 15 (11%) 122 0.031013 1 0.79152 1 0.26974 1 0.62451 1 0.035269 1 0.14215 1 0.15835 1 0.35906 1 OR8D4 9 (7%) 128 0.56825 1 0.82908 1 0.05278 1 0.75551 1 0.51915 1 0.747 1 0.61163 1 0.38605 1 RBM11 10 (7%) 127 0.45005 1 0.91865 1 0.31985 1 0.91726 1 0.65045 1 0.69666 1 0.52316 1 0.49534 1 DEFB118 7 (5%) 130 0.45453 1 0.37381 1 0.53795 1 0.22466 1 0.7055 1 0.31933 1 0.4744 1 0.61253 1 GRXCR1 13 (9%) 124 0.56096 1 0.32863 1 1 1 0.57441 1 0.24748 1 0.8664 1 0.36114 1 0.55878 1 RGPD3 22 (16%) 115 0.34693 1 0.83793 1 0.67198 1 0.76781 1 0.18828 1 0.44577 1 0.54616 1 0.65249 1 CA1 8 (6%) 129 0.20115 1 0.2411 1 0.014929 1 0.41532 1 0.15143 1 0.6366 1 0.059593 1 0.06893 1 HNF4G 15 (11%) 122 0.53257 1 0.28669 1 1 1 0.89405 1 0.93977 1 0.8809 1 0.49533 1 0.16282 1 ACTL7B 8 (6%) 129 0.57393 1 0.59403 1 0.37126 1 0.089182 1 0.47347 1 0.36851 1 0.45987 1 0.49275 1 SPAG16 12 (9%) 125 0.58997 1 0.55128 1 0.78479 1 0.86002 1 0.64234 1 0.4968 1 0.12501 1 0.32663 1 PCDHB8 23 (17%) 114 0.065847 1 0.064593 1 0.26025 1 0.78077 1 0.35424 1 0.22828 1 0.10949 1 0.8916 1 HIST1H2AA 5 (4%) 132 0.40443 1 0.5233 1 0.83234 1 0.57184 1 0.37484 1 0.43398 1 0.63118 1 0.80649 1 OR10K2 14 (10%) 123 1 1 0.93952 1 0.70984 1 0.61091 1 0.67954 1 0.66605 1 0.29278 1 0.31285 1 PHGDH 8 (6%) 129 0.70704 1 0.81244 1 0.60106 1 0.31739 1 0.59351 1 1 1 0.51361 1 0.34795 1 OR9K2 11 (8%) 126 0.37493 1 1 1 0.059173 1 0.090514 1 0.21072 1 0.55022 1 0.23324 1 1 1 LIN7A 8 (6%) 129 0.29682 1 0.051159 1 0.53795 1 0.92393 1 0.24072 1 0.4563 1 0.20109 1 0.8688 1 USP17L2 13 (9%) 124 0.55027 1 0.54152 1 0.36135 1 0.19724 1 0.58076 1 0.41427 1 0.69775 1 0.61596 1 ANKRD20A4 4 (3%) 133 0.55514 1 0.30696 1 0.11733 1 0.046114 1 0.18542 1 0.33989 1 0.43326 1 0.75777 1 CYLC2 14 (10%) 123 0.43341 1 0.82262 1 0.25821 1 0.63096 1 0.10013 1 0.042952 1 0.31648 1 0.28285 1 VGLL1 5 (4%) 132 0.74923 1 0.14909 1 0.83234 1 0.83074 1 0.73529 1 1 1 0.27627 1 0.64258 1 DEFB110 5 (4%) 132 0.69571 1 0.14909 1 0.23708 1 0.12071 1 0.522 1 0.84703 1 0.53511 1 1 1 LCE1B 7 (5%) 130 0.15144 1 1 1 0.87263 1 1 1 0.79435 1 0.78025 1 0.88449 1 0.85787 1 PARM1 10 (7%) 127 0.45005 1 0.5463 1 0.72211 1 0.69785 1 1 1 0.47948 1 0.83721 1 0.88412 1 ACSM2B 24 (18%) 113 0.36866 1 0.51423 1 0.82773 1 0.74407 1 0.21945 1 0.08324 1 0.020944 1 0.31971 1 BAGE2 7 (5%) 130 0.49163 1 0.3324 1 1 1 0.80506 1 0.081371 1 0.78025 1 0.37519 1 0.85787 1 CECR6 6 (4%) 131 0.79167 1 0.17342 1 0.63214 1 0.010217 1 0.28079 1 0.6623 1 0.26229 1 0.84167 1 OR4M2 15 (11%) 122 0.5166 1 0.27053 1 0.57368 1 0.48842 1 1 1 0.63182 1 0.147 1 0.55896 1 CERKL 10 (7%) 127 0.43975 1 0.35007 1 1 1 0.58813 1 1 1 0.43063 1 0.83721 1 0.88412 1