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 Chi-square test_P Chi-square 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 BRAF 59 (56%) 46 0.038258 1 0.2425 1 0.079392 1 0.41689 1 0.27419 1 0.13861 1 0.11708 1 0.49353 1 CDKN2A 16 (15%) 89 0.31018 1 0.97931 1 0.87428 1 0.039964 1 0.33148 1 0.4603 1 0.15728 1 0.31011 1 NRAS 29 (28%) 76 0.022772 1 0.050226 1 0.072044 1 0.50451 1 0.57351 1 0.4951 1 0.44367 1 0.71033 1 STK19 7 (7%) 98 0.43724 1 0.53431 1 0.1288 1 0.35819 1 0.14462 1 0.057629 1 0.031861 1 0.71286 1 TTN 83 (79%) 22 0.97325 1 0.80267 1 0.34361 1 0.23647 1 0.71902 1 0.7385 1 0.27628 1 0.57068 1 TP53 18 (17%) 87 0.12755 1 0.081277 1 0.48871 1 0.69944 1 0.10326 1 0.042113 1 0.0043607 1 0.077007 1 PTEN 11 (10%) 94 0.45902 1 0.17479 1 0.3868 1 0.10528 1 0.55868 1 0.13645 1 0.24979 1 0.70115 1 TPTE 29 (28%) 76 0.48109 1 0.58706 1 0.82191 1 0.20592 1 0.49241 1 0.95165 1 0.48067 1 1 1 PRB4 15 (14%) 90 0.13946 1 0.92172 1 0.24949 1 0.1538 1 0.40946 1 0.68932 1 0.52176 1 0.46954 1 CDH9 22 (21%) 83 0.68764 1 0.24 1 0.9186 1 0.66678 1 0.36788 1 0.52531 1 0.081096 1 0.70527 1 SERPINB4 17 (16%) 88 0.72417 1 0.63365 1 0.088566 1 0.01626 1 0.79475 1 0.81031 1 0.49072 1 0.50391 1 PRB2 19 (18%) 86 0.78815 1 0.76349 1 0.35981 1 0.94334 1 0.8551 1 0.21024 1 0.031162 1 0.060868 1 TCEB3C 14 (13%) 91 0.18381 1 0.062089 1 0.89818 1 0.47236 1 0.25468 1 0.5956 1 0.57425 1 0.1395 1 ADH1C 17 (16%) 88 0.86059 1 0.76054 1 0.10275 1 0.60658 1 0.019065 1 0.024102 1 0.78793 1 0.18694 1 C15ORF23 7 (7%) 98 0.26072 1 0.58651 1 0.86903 1 0.76277 1 0.47756 1 0.2997 1 0.78585 1 0.5746 1 CCNE2 10 (10%) 95 1 1 0.3135 1 0.17096 1 0.085374 1 0.83975 1 0.64763 1 0.3994 1 0.77265 1 SDR16C5 16 (15%) 89 0.89501 1 0.042233 1 0.053443 1 0.40637 1 0.051522 1 0.0090071 1 0.50372 1 0.91922 1 PDE1A 19 (18%) 86 0.90063 1 0.53962 1 0.64076 1 0.85245 1 0.8551 1 0.41297 1 0.4435 1 0.4102 1 TLL1 24 (23%) 81 0.58424 1 0.73258 1 0.46184 1 0.046834 1 0.29805 1 0.33614 1 0.57644 1 0.10004 1 RAC1 7 (7%) 98 0.95037 1 0.85711 1 0.85684 1 0.85804 1 1 1 0.86915 1 1 1 0.4523 1 RERG 8 (8%) 97 1 1 1 1 0.024967 1 0.72072 1 0.3354 1 0.46708 1 0.35631 1 0.16056 1 OR52L1 12 (11%) 93 0.52806 1 0.34312 1 0.07802 1 0.16476 1 0.31601 1 0.12131 1 0.85689 1 0.34893 1 HBD 8 (8%) 97 0.056516 1 1 1 0.25991 1 0.31549 1 0.23843 1 0.14152 1 0.23017 1 0.16056 1 VEGFC 12 (11%) 93 0.39444 1 0.52744 1 0.086464 1 0.14098 1 0.15999 1 0.014384 1 0.081606 1 0.033402 1 BAGE2 7 (7%) 98 0.35438 1 0.26363 1 0.66139 1 0.92737 1 0.25299 1 0.22919 1 0.52356 1 0.5746 1 OR1N2 13 (12%) 92 0.54837 1 0.33679 1 0.25395 1 0.35305 1 0.65144 1 0.74084 1 1 1 0.20696 1 PPP6C 10 (10%) 95 0.52092 1 0.84954 1 0.32314 1 0.507 1 0.54032 1 0.96557 1 0.12137 1 0.23656 1 HNF4G 12 (11%) 93 0.85892 1 1 1 0.7437 1 0.50429 1 1 1 0.9262 1 1 1 0.45399 1 TRAT1 6 (6%) 99 0.42943 1 0.4918 1 0.69961 1 0.72719 1 0.10327 1 0.22185 1 0.37299 1 0.32586 1 AREG 5 (5%) 100 0.86377 1 0.64432 1 0.49554 1 1 1 0.36545 1 0.52913 1 0.84003 1 1 1 ST18 24 (23%) 81 1 1 0.81545 1 0.55931 1 0.32679 1 0.4083 1 0.86286 1 0.43732 1 0.55432 1 TAF1A 8 (8%) 97 0.2838 1 0.3751 1 0.31897 1 0.48745 1 0.40975 1 0.57918 1 0.64009 1 0.86821 1 GRXCR2 9 (9%) 96 0.084324 1 0.16778 1 0.44698 1 1 1 0.10307 1 0.26143 1 0.13649 1 0.3376 1 OR9K2 11 (10%) 94 0.66319 1 0.30483 1 0.41355 1 0.022122 1 0.72258 1 0.60556 1 0.20828 1 1 1 OXA1L 4 (4%) 101 0.32776 1 0.30606 1 NA NA NA NA 0.83259 1 0.91274 1 0.83429 1 0.26055 1 A2BP1 14 (13%) 91 0.72927 1 0.84485 1 0.022833 1 0.72256 1 0.27259 1 0.28022 1 0.06747 1 0.4965 1 HIST1H2AA 5 (5%) 100 0.61183 1 0.64432 1 0.6376 1 0.45295 1 0.43738 1 0.9352 1 0.73066 1 0.61564 1 LILRA1 21 (20%) 84 0.26419 1 0.48977 1 0.75927 1 0.30969 1 0.41338 1 0.76851 1 0.73917 1 0.80822 1 LIN7A 8 (8%) 97 0.42393 1 0.01512 1 0.47645 1 0.66372 1 0.23843 1 0.33634 1 0.64009 1 0.73842 1 VGLL1 3 (3%) 102 1 1 0.66796 1 NA NA NA NA 1 1 1 1 0.79388 1 1 1 GALNTL5 10 (10%) 95 0.12537 1 0.19533 1 0.28879 1 0.10403 1 0.13093 1 0.3722 1 0.21474 1 0.77265 1 HSD11B1 6 (6%) 99 0.71223 1 0.60196 1 0.23352 1 0.28049 1 0.76388 1 1 1 0.1199 1 0.66226 1 ANKRD20A4 4 (4%) 101 0.36102 1 0.90058 1 0.098212 1 0.29627 1 0.83259 1 0.41459 1 0.67667 1 0.72517 1 GPR141 8 (8%) 97 0.38448 1 0.47325 1 0.0029748 1 0.017325 1 0.30088 1 0.34773 1 0.51181 1 1 1 NAP1L2 10 (10%) 95 0.38569 1 1 1 0.40241 1 0.13921 1 0.83975 1 0.78268 1 0.63804 1 1 1 C18ORF26 13 (12%) 92 0.18119 1 0.64209 1 0.62212 1 0.058724 1 1 1 0.41885 1 0.27849 1 0.42783 1 DEFB110 5 (5%) 100 0.70196 1 0.74408 1 0.10337 1 0.131 1 0.36545 1 0.28775 1 0.63182 1 1 1 IDH1 6 (6%) 99 0.31291 1 0.60196 1 0.12141 1 0.40476 1 0.76388 1 0.55119 1 0.50221 1 0.097239 1 SNAP91 15 (14%) 90 0.58951 1 0.0017161 1 0.93328 1 1 1 0.16161 1 0.26837 1 1 1 0.46954 1 CA1 6 (6%) 99 0.0098705 1 0.14218 1 0.75074 1 0.73279 1 0.38587 1 0.27065 1 0.045971 1 0.17555 1 SERPINB11 12 (11%) 93 0.12943 1 0.47847 1 0.87235 1 0.94678 1 0.29174 1 0.060576 1 0.79006 1 0.51009 1 UGT2B15 13 (12%) 92 0.89003 1 0.2843 1 0.92353 1 0.4072 1 1 1 0.85245 1 0.59595 1 0.08923 1 ACSM2B 21 (20%) 84 0.76946 1 0.049684 1 0.23611 1 0.16555 1 0.55577 1 0.20731 1 0.0069654 1 0.15526 1 C16ORF78 8 (8%) 97 0.019928 1 0.49029 1 0.87025 1 0.27033 1 0.8142 1 0.7895 1 0.23017 1 0.61428 1 TFEC 10 (10%) 95 0.82755 1 0.5587 1 0.15386 1 0.20561 1 0.91792 1 0.27466 1 0.57606 1 0.18985 1 TRHDE 24 (23%) 81 0.78773 1 0.0062651 1 0.79762 1 0.057971 1 0.53636 1 0.59975 1 0.79689 1 0.14409 1 OR5AC2 13 (12%) 92 0.74156 1 0.86935 1 0.6471 1 0.62425 1 0.20456 1 0.024627 1 1 1 0.89629 1 CCDC102B 11 (10%) 94 0.056017 1 0.6287 1 0.72225 1 0.18029 1 0.26195 1 0.60556 1 0.22842 1 0.31593 1 GRXCR1 12 (11%) 93 0.31086 1 0.20199 1 0.94861 1 0.48505 1 1 1 0.9262 1 0.53809 1 0.79114 1 OR4M2 13 (12%) 92 0.72631 1 0.12474 1 0.77884 1 0.66604 1 0.52606 1 0.60086 1 0.18513 1 0.89629 1 PLAC8L1 3 (3%) 102 0.18655 1 0.86297 1 0.17066 1 1 1 0.25936 1 0.18326 1 0.79388 1 1 1 POM121 10 (10%) 95 0.75823 1 0.36586 1 0.51723 1 0.2722 1 0.76581 1 0.73792 1 0.3994 1 0.38799 1 RBM11 9 (9%) 96 0.89457 1 0.37843 1 0.71542 1 0.62948 1 1 1 0.83533 1 0.67343 1 0.56245 1 RUNX1T1 16 (15%) 89 0.16804 1 0.53309 1 0.010346 1 0.040302 1 1 1 0.4603 1 0.57542 1 0.84228 1 RGS7 17 (16%) 88 0.64981 1 0.5439 1 0.79472 1 0.70116 1 0.37617 1 0.3142 1 0.38533 1 0.92285 1 CLVS2 11 (10%) 94 0.38574 1 0.68516 1 0.31897 1 0.62948 1 0.21585 1 0.26258 1 1 1 0.70115 1 DEFB118 6 (6%) 99 0.023716 1 0.4918 1 0.43951 1 0.60402 1 0.38587 1 0.79117 1 0.64488 1 1 1 OR52A5 12 (11%) 93 0.64694 1 0.0030218 1 0.080531 1 0.57499 1 0.088556 1 0.010426 1 0.92744 1 0.45399 1 SPTLC3 13 (12%) 92 0.53898 1 0.57274 1 0.78663 1 0.93488 1 0.035897 1 0.60086 1 0.41361 1 0.89629 1 ACTL7B 7 (7%) 98 0.20271 1 1 1 0.71199 1 0.68216 1 0.69254 1 0.45437 1 0.88539 1 0.85324 1 PHGDH 7 (7%) 98 0.6982 1 0.61282 1 0.70771 1 0.68216 1 0.37576 1 1 1 0.4713 1 0.4523 1 RGPD3 18 (17%) 87 0.15636 1 0.32113 1 0.56546 1 0.56414 1 0.45821 1 0.16579 1 0.42811 1 0.56101 1 WDR12 7 (7%) 98 0.6982 1 0.95106 1 0.71199 1 0.41497 1 0.69254 1 0.10812 1 0.054996 1 0.056697 1 MPP7 13 (12%) 92 0.48652 1 0.35967 1 0.62212 1 0.50613 1 0.33446 1 0.1491 1 0.929 1 1 1