Clinical Features MRNA_CNMF MRNA_CHIERARCHICAL CN_CNMF METHLYATION_CNMF RPPA_CNMF RPPA_CHIERARCHICAL MRNASEQ_CNMF MRNASEQ_CHIERARCHICAL MIRSEQ_CNMF MIRSEQ_CHIERARCHICAL MIRSEQ_MATURE_CNMF MIRSEQ_MATURE_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 Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q PIK3CA 316 (32%) 661 0.0080499 0.0978 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 3e-05 0.000694 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 3e-05 0.000694 9.9999e-06 0.000256 TP53 296 (30%) 681 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 GATA3 97 (10%) 880 0.0087599 0.105 8.9999e-05 0.00198 0.00012 0.00253 6.9999e-05 0.00158 0.00023 0.00445 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 0.00024 0.00446 9.9999e-06 0.000256 9.9999e-06 0.000256 0.073579 0.421 MAP3K1 71 (7%) 906 0.00168 0.0275 0.00203 0.0321 3e-05 0.000694 0.02428 0.235 0.00022 0.00434 9.9999e-06 0.000256 0.00022 0.00434 0.00031 0.00565 4e-04 0.00715 0.00013 0.00268 0.00448 0.0616 0.099859 0.504 CDH1 107 (11%) 870 0.00207 0.0322 0.00102 0.0173 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 9.9999e-06 0.000256 CBFB 22 (2%) 955 0.66232 0.966 0.46757 0.867 0.00068999 0.0119 0.061239 0.403 0.04912 0.364 0.20243 0.64 2e-05 0.000499 0.61342 0.938 0.04956 0.364 0.00011 0.00237 0.0057699 0.076 0.00224 0.0337 PTEN 35 (4%) 942 1 1 0.69529 0.969 0.27613 0.731 0.32107 0.78 0.20554 0.641 0.72639 0.988 0.28856 0.753 0.57315 0.923 0.15 0.586 0.15292 0.587 0.4211 0.837 0.54893 0.915 RUNX1 29 (3%) 948 0.24618 0.701 0.04126 0.324 0.03057 0.276 0.31821 0.777 0.42775 0.837 0.41192 0.835 0.068049 0.414 0.01097 0.125 0.00467 0.0632 0.00362 0.052 0.37384 0.829 0.37278 0.829 MLL3 70 (7%) 907 0.63422 0.951 0.78081 1 0.16795 0.608 0.23583 0.687 0.67449 0.969 0.10871 0.531 0.03057 0.276 0.41463 0.837 0.03891 0.323 0.12132 0.565 0.33588 0.792 0.66149 0.966 CDKN1B 10 (1%) 967 1 1 0.33018 0.789 0.11687 0.565 0.32445 0.785 0.79203 1 0.14784 0.586 0.082059 0.445 0.46387 0.867 0.10724 0.528 0.31647 0.775 0.32843 0.789 0.01698 0.181 MAP2K4 32 (3%) 945 0.065969 0.409 0.069229 0.415 0.052209 0.375 0.0321 0.287 0.03567 0.307 0.0113 0.128 0.0079599 0.0978 0.0037 0.0524 0.00216 0.033 0.00024 0.00446 0.03341 0.293 0.00065999 0.0116 ARID1A 27 (3%) 950 1 1 1 1 0.21028 0.649 0.49359 0.868 0.38427 0.831 0.48537 0.868 0.14057 0.582 0.64351 0.956 0.4407 0.84 0.36343 0.82 0.19594 0.638 0.31092 0.773 FOXA1 23 (2%) 954 0.074769 0.424 0.34105 0.794 0.02335 0.231 0.079489 0.441 0.5691 0.919 0.087309 0.455 0.050479 0.368 0.16017 0.595 0.25797 0.709 0.60004 0.932 0.22593 0.674 0.49113 0.868 GPS2 10 (1%) 967 0.0064299 0.0824 0.60673 0.936 0.0072499 0.0916 0.39156 0.834 0.071969 0.421 0.88556 1 0.4841 0.868 0.066699 0.409 0.33229 0.789 0.59495 0.931 0.32687 0.788 0.03789 0.321 TBX3 27 (3%) 950 0.18735 0.631 0.51773 0.883 0.04282 0.33 0.4243 0.837 0.1398 0.582 0.064759 0.409 0.081029 0.445 0.13352 0.57 0.060189 0.402 0.13289 0.57 0.82997 1 0.59405 0.931 RB1 19 (2%) 958 0.18891 0.631 0.26524 0.712 0.14997 0.586 0.12267 0.565 0.0073799 0.0921 0.15954 0.595 0.21659 0.655 0.26101 0.709 0.28893 0.753 0.11791 0.565 0.02354 0.231 0.26314 0.709 CTCF 16 (2%) 961 0.04791 0.358 0.059559 0.402 0.01084 0.125 0.099579 0.504 0.66676 0.969 0.20208 0.64 0.29545 0.763 0.48922 0.868 0.11764 0.565 0.059809 0.402 0.97246 1 0.75119 1 RBMX 13 (1%) 964 0.77118 1 0.12712 0.568 0.14029 0.582 0.13451 0.571 0.084849 0.451 0.17966 0.626 0.02356 0.231 0.02826 0.264 0.68065 0.969 0.61563 0.94 0.229 0.678 1 1 HRNR 31 (3%) 946 0.87414 1 0.64573 0.956 0.2163 0.655 0.51571 0.882 0.62615 0.947 0.39266 0.835 0.99045 1 0.67672 0.969 0.64327 0.956 0.83536 1 0.62116 0.945 0.74299 0.998 ZMYM3 15 (2%) 962 0.32303 0.783 0.25347 0.709 0.3974 0.835 0.67899 0.969 0.49701 0.869 0.04752 0.358 0.39768 0.835 0.48677 0.868 0.48007 0.868 0.42461 0.837 0.71407 0.98 0.84966 1 NCOR1 40 (4%) 937 0.90729 1 0.947 1 0.8492 1 0.30439 0.772 0.35236 0.81 0.9442 1 0.31252 0.773 0.53229 0.898 0.89594 1 0.02083 0.215 0.42282 0.837 0.71366 0.98 GPRIN2 11 (1%) 966 0.79229 1 0.69018 0.969 0.96066 1 0.60967 0.937 0.93284 1 0.26283 0.709 0.77077 1 0.42499 0.837 0.66965 0.969 0.24791 0.703 0.56007 0.918 1 1 SPEN 32 (3%) 945 0.87663 1 0.53022 0.896 0.50718 0.876 0.42136 0.837 0.94497 1 1 1 0.20869 0.649 0.12049 0.565 0.066599 0.409 0.20434 0.641 0.52612 0.891 0.54148 0.905 NF1 28 (3%) 949 1 1 0.93989 1 0.13885 0.582 0.21642 0.655 0.44063 0.84 0.86614 1 0.12755 0.568 0.41841 0.837 0.28986 0.753 0.55607 0.918 0.91495 1 0.78651 1 TCP11 6 (1%) 971 0.87165 1 1 1 0.46048 0.866 NA NA 0.78927 1 1 1 0.76245 1 0.37597 0.829 0.64743 0.956 0.39944 0.835 NA NA NA NA SF3B1 16 (2%) 961 0.72957 0.988 0.45255 0.856 0.50787 0.876 0.17174 0.614 0.17383 0.617 0.2597 0.709 0.64608 0.956 0.35362 0.81 0.33782 0.792 0.19005 0.631 0.62362 0.946 0.18281 0.63 ERBB2 20 (2%) 957 0.19951 0.64 0.16729 0.608 0.38049 0.829 0.15575 0.592 0.01912 0.201 0.3591 0.812 0.068949 0.415 0.13256 0.57 0.055099 0.388 0.056939 0.397 0.9194 1 0.49722 0.869 RAB42 4 (0%) 973 0.81969 1 0.02597 0.249 0.29222 0.757 NA NA 0.40166 0.835 0.11892 0.565 0.21237 0.654 0.15687 0.592 0.44742 0.848 0.34422 0.798 NA NA NA NA CDC42EP1 5 (1%) 972 0.82035 1 0.17236 0.614 0.17433 0.617 0.34577 0.799 0.77025 1 0.73906 0.994 0.25879 0.709 0.55922 0.918 0.69246 0.969 0.21829 0.655 NA NA NA NA KDM6A 15 (2%) 962 0.084119 0.451 0.57324 0.923 0.37134 0.829 0.34802 0.803 0.26049 0.709 0.15289 0.587 0.5403 0.905 0.40521 0.835 0.93086 1 0.98702 1 0.80056 1 0.40064 0.835 AQP12A 6 (1%) 971 0.46697 0.867 1 1 0.56185 0.918 0.77709 1 0.93702 1 0.18544 0.631 0.7766 1 1 1 0.93038 1 0.55862 0.918 0.20247 0.64 1 1 KRAS 6 (1%) 971 0.56546 0.918 0.82596 1 0.17811 0.624 0.35511 0.811 0.63209 0.951 1 1 0.5651 0.918 0.085119 0.451 0.69305 0.969 0.03914 0.323 0.72228 0.987 0.19176 0.631 NBPF9 5 (1%) 972 0.31533 0.775 0.84866 1 0.00409 0.057 NA NA 0.93655 1 1 1 0.95248 1 0.15497 0.592 0.35274 0.81 0.56068 0.918 NA NA NA NA MYB 12 (1%) 965 0.38593 0.831 0.58706 0.928 0.1507 0.586 0.55518 0.918 0.15085 0.586 1 1 0.89494 1 0.89886 1 0.24452 0.698 0.31327 0.773 0.086629 0.455 0.00177 0.0284 ZNF362 5 (1%) 972 0.099619 0.504 0.71352 0.98 0.18121 0.627 NA NA 0.77576 1 0.47334 0.868 0.46227 0.866 0.90869 1 0.17753 0.624 0.070129 0.416 NA NA NA NA TBL1XR1 9 (1%) 968 0.063089 0.407 0.34028 0.794 0.098349 0.504 NA NA 0.47388 0.868 1 1 0.04173 0.324 0.56583 0.918 0.42491 0.837 0.2002 0.64 0.90022 1 0.10306 0.512 SP3 7 (1%) 970 1 1 0.30006 0.768 0.4919 0.868 0.94708 1 0.8358 1 0.821 1 0.1943 0.636 0.44187 0.84 0.51872 0.883 0.065179 0.409 0.38009 0.829 1 1 FGFR2 11 (1%) 966 0.49779 0.869 1 1 0.63862 0.953 0.55894 0.918 0.0416 0.324 0.31256 0.773 0.19444 0.636 0.42832 0.837 0.21908 0.655 0.072149 0.421 0.82801 1 0.6734 0.969 ZBTB7C 5 (1%) 972 NA NA NA NA 0.12569 0.565 1 1 0.70421 0.976 1 1 0.88122 1 0.67673 0.969 0.83027 1 0.59721 0.931 NA NA NA NA NCDN 4 (0%) 973 0.80012 1 0.15662 0.592 0.91578 1 NA NA 0.95186 1 1 1 0.87976 1 0.91332 1 0.50118 0.87 0.46801 0.867 NA NA NA NA MUC6 14 (1%) 963 0.63139 0.951 0.9041 1 0.12508 0.565 0.13499 0.571 0.48504 0.868 0.16787 0.608 0.062349 0.405 0.20492 0.641 0.49218 0.868 0.03296 0.292 0.58745 0.928 0.052019 0.375 TGS1 13 (1%) 964 0.21008 0.649 0.26179 0.709 0.62481 0.946 0.28521 0.752 0.83543 1 0.56394 0.918 0.74511 0.999 0.24923 0.703 0.68905 0.969 0.02355 0.231 0.086949 0.455 0.31902 0.777 TFE3 7 (1%) 970 0.1918 0.631 0.14906 0.586 0.40684 0.835 0.69364 0.969 0.35744 0.812 1 1 0.72198 0.987 0.64665 0.956 0.95798 1 0.16464 0.605 1 1 0.31105 0.773 IRS4 11 (1%) 966 0.19105 0.631 0.12545 0.565 0.23149 0.678 0.63753 0.953 0.1656 0.606 0.065169 0.409 0.14597 0.585 0.47033 0.867 0.061409 0.403 0.81537 1 0.70934 0.978 0.81698 1 NLGN3 11 (1%) 966 0.24227 0.695 1 1 0.79121 1 0.87571 1 0.1244 0.565 0.39587 0.835 0.92753 1 0.081929 0.445 0.99422 1 0.99598 1 0.37524 0.829 0.67264 0.969 IL1RAP 9 (1%) 968 NA NA NA NA 0.42681 0.837 0.2986 0.767 0.33688 0.792 0.31242 0.773 0.87332 1 0.64333 0.956 0.5751 0.923 0.30071 0.768 0.83337 1 0.61068 0.937 USP36 8 (1%) 969 0.33586 0.792 0.0059999 0.0779 0.88221 1 0.92662 1 0.45367 0.857 0.49916 0.869 0.40921 0.835 0.075899 0.428 0.59587 0.931 0.74853 1 NA NA NA NA CASZ1 14 (1%) 963 0.89572 1 0.45754 0.862 0.97234 1 0.46197 0.866 0.49287 0.868 0.097989 0.504 0.9861 1 0.73341 0.99 0.48269 0.868 0.98586 1 0.70654 0.977 0.80901 1 EYS 21 (2%) 956 0.18975 0.631 0.1785 0.624 0.15138 0.586 0.48423 0.868 0.04087 0.324 0.078519 0.438 0.01084 0.125 0.20123 0.64 0.03681 0.314 0.01463 0.159 0.19884 0.64 0.088489 0.458 KCNN3 9 (1%) 968 0.37868 0.829 0.16158 0.598 0.38617 0.831 0.12534 0.565 0.04057 0.324 0.4946 0.868 0.072909 0.421 0.39811 0.835 0.14229 0.584 0.48716 0.868 0.49078 0.868 0.42769 0.837 ZFP36L1 8 (1%) 969 0.20441 0.641 0.58104 0.928 0.00105 0.0175 0.41756 0.837 0.95433 1 0.43426 0.84 0.23855 0.689 0.7315 0.989 0.02062 0.215 0.53797 0.903 0.70951 0.978 0.81831 1 ICOSLG 5 (1%) 972 0.79861 1 0.15748 0.592 0.46962 0.867 1 1 0.10158 0.507 0.38314 0.831 0.83456 1 0.96792 1 0.14112 0.582 0.6816 0.969 NA NA NA NA ACTL6B 10 (1%) 967 0.67637 0.969 0.39987 0.835 0.0057599 0.076 0.31209 0.773 0.16285 0.601 0.56625 0.918 0.6858 0.969 0.19656 0.638 0.78168 1 0.91328 1 0.5149 0.882 0.84752 1 MYH9 18 (2%) 959 0.47837 0.868 1 1 0.14406 0.584 0.81217 1 0.3897 0.832 0.41189 0.835 0.33829 0.792 0.14287 0.584 0.63309 0.951 0.50351 0.873 0.90598 1 0.17132 0.614 FBXW7 15 (2%) 962 0.76689 1 0.47922 0.868 0.13258 0.57 0.02718 0.258 0.26293 0.709 0.10106 0.507 0.1251 0.565 0.14751 0.586 0.51766 0.883 0.40268 0.835 0.03403 0.296 0.80967 1 FRMPD2 13 (1%) 964 0.44084 0.84 0.12384 0.565 0.23002 0.678 0.13549 0.571 0.13264 0.57 0.26179 0.709 0.57547 0.923 0.054109 0.386 0.43536 0.84 0.2897 0.753 0.55309 0.918 0.5785 0.926 ZFP36L2 7 (1%) 970 0.82046 1 1 1 0.01075 0.125 0.42034 0.837 0.65389 0.96 0.44172 0.84 0.68755 0.969 0.56761 0.918 0.61374 0.938 0.73728 0.993 0.31603 0.775 0.85005 1 TPP2 8 (1%) 969 0.35813 0.812 0.82588 1 0.90762 1 0.63502 0.951 0.93706 1 1 1 0.59825 0.931 0.91577 1 0.59453 0.931 0.88858 1 0.48703 0.868 1 1 C17ORF95 5 (1%) 972 1 1 1 1 1 1 NA NA NA NA NA NA 0.9527 1 0.96839 1 0.51276 0.881 0.42893 0.837 NA NA NA NA RUFY1 6 (1%) 971 1 1 0.29832 0.767 0.37992 0.829 0.72916 0.988 0.069979 0.416 0.73622 0.993 0.87784 1 0.23945 0.69 0.69654 0.969 0.26643 0.713 0.36922 0.829 0.43109 0.839 MED23 14 (1%) 963 0.3883 0.831 0.25104 0.706 0.27368 0.727 0.19753 0.639 0.16975 0.612 0.057679 0.399 0.18422 0.631 0.073659 0.421 0.01643 0.177 0.11655 0.565 0.2671 0.713 0.53412 0.899 PAX2 4 (0%) 973 0.46565 0.867 0.58349 0.928 0.83883 1 NA NA 0.80478 1 0.48406 0.868 0.37584 0.829 0.28557 0.752 0.3877 0.831 0.33688 0.792 NA NA NA NA MED12 21 (2%) 956 0.72841 0.988 0.51231 0.881 0.54538 0.91 0.87236 1 0.69653 0.969 0.83223 1 0.66309 0.966 0.40966 0.835 0.70671 0.977 0.91358 1 0.53748 0.903 0.48122 0.868 CHD4 19 (2%) 958 0.75987 1 0.49398 0.868 0.23094 0.678 0.061599 0.403 0.71519 0.98 1 1 0.02974 0.274 0.26873 0.716 0.87339 1 0.066869 0.409 0.81772 1 0.30834 0.773 PFKP 6 (1%) 971 0.12349 0.565 0.058679 0.402 0.69735 0.969 NA NA 0.30559 0.773 0.68724 0.969 0.58697 0.928 0.30247 0.769 0.42742 0.837 0.13111 0.57 NA NA NA NA RHBG 4 (0%) 973 NA NA NA NA 1 1 NA NA NA NA NA NA 0.21885 0.655 0.10741 0.528 0.67901 0.969 0.28869 0.753 NA NA NA NA PSIP1 8 (1%) 969 0.69179 0.969 1 1 0.65207 0.96 0.90169 1 0.59241 0.931 0.58492 0.928 0.55617 0.918 0.93475 1 0.41104 0.835 0.90934 1 0.91499 1 0.42932 0.837 LRIG2 7 (1%) 970 0.56372 0.918 0.064289 0.409 0.62357 0.946 0.59012 0.931 0.40645 0.835 0.5837 0.928 0.36812 0.829 0.88451 1 0.33132 0.789 0.92963 1 1 1 1 1 RIBC1 4 (0%) 973 0.35724 0.812 0.65343 0.96 0.70012 0.972 0.03953 0.323 NA NA NA NA 0.68505 0.969 0.60808 0.936 0.38784 0.831 0.4123 0.835 NA NA NA NA PLK2 9 (1%) 968 0.60642 0.936 0.4422 0.84 1 1 0.92233 1 0.3425 0.796 1 1 0.90797 1 0.79704 1 0.9824 1 0.59604 0.931 0.82939 1 0.67121 0.969 ANKRD20A4 7 (1%) 970 0.60714 0.936 1 1 0.60562 0.936 0.40775 0.835 0.92219 1 0.88247 1 0.072519 0.421 0.3321 0.789 0.84687 1 0.8126 1 0.68775 0.969 0.0236 0.231 PHACTR1 7 (1%) 970 0.12134 0.565 1 1 0.86945 1 0.23697 0.687 0.19109 0.631 0.085139 0.451 0.13177 0.57 0.078439 0.438 0.75689 1 0.04172 0.324 0.89705 1 1 1 DLG1 13 (1%) 964 0.79521 1 0.24894 0.703 0.8718 1 0.13001 0.57 0.63439 0.951 0.82735 1 0.26177 0.709 0.18867 0.631 0.91922 1 0.01167 0.13 0.4359 0.84 1 1 GPRASP2 10 (1%) 967 0.43338 0.84 0.3304 0.789 0.66038 0.966 0.65517 0.96 0.39742 0.835 0.44042 0.84 0.14609 0.585 0.25286 0.709 0.00291 0.0424 0.23074 0.678 0.37885 0.829 0.67196 0.969 CCDC82 6 (1%) 971 0.21692 0.655 0.30249 0.769 0.9101 1 NA NA 0.01297 0.143 0.5857 0.928 0.41166 0.835 0.00255 0.0378 0.38695 0.831 0.059159 0.402 0.89642 1 1 1 CCDC27 7 (1%) 970 0.21599 0.655 0.40182 0.835 0.1295 0.57 0.02843 0.264 0.081349 0.445 0.14345 0.584 0.03824 0.321 0.26324 0.709 0.21417 0.655 0.055299 0.388 0.23182 0.678 0.31179 0.773 RHOA 6 (1%) 971 0.04592 0.348 0.43922 0.84 0.52595 0.891 0.23625 0.687 0.48132 0.868 0.50823 0.876 0.88942 1 0.26072 0.709 0.72676 0.988 0.37432 0.829 NA NA NA NA MAMLD1 10 (1%) 967 0.37123 0.829 0.18864 0.631 0.60097 0.932 0.46737 0.867 0.15836 0.593 0.49967 0.869 0.62072 0.945 0.65253 0.96 0.75668 1 0.72733 0.988 0.67128 0.969 1 1 OR8D1 5 (1%) 972 0.69205 0.969 0.04465 0.341 0.76881 1 0.52244 0.888 0.1885 0.631 0.14629 0.585 0.24263 0.695 0.18048 0.627 0.47549 0.868 1 1 NA NA NA NA