Clinical Features 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 TP53 153 (83%) 32 9.9999e-06 0.002 5e-05 0.00429 0.14103 0.661 0.13424 0.651 0.03031 0.357 0.0076099 0.145 0.39979 0.838 0.02661 0.34 0.00287 0.082 0.03245 0.367 SMAD4 13 (7%) 172 0.02839 0.348 0.34992 0.824 0.27341 0.787 0.11513 0.625 0.53257 0.927 0.065949 0.489 0.55517 0.936 0.15989 0.662 0.57222 0.949 0.11427 0.625 CDKN2A 19 (10%) 166 0.2244 0.744 0.62582 0.963 0.92128 1 0.62119 0.963 0.1399 0.661 0.0061599 0.124 0.36177 0.834 0.10465 0.618 0.67167 0.964 0.0411 0.388 NFE2L2 16 (9%) 169 2e-05 0.0024 9.9999e-06 0.002 0.094359 0.587 0.34085 0.819 9.9999e-06 0.002 0.0019 0.06 0.00305 0.0832 0.00099999 0.0408 2e-05 0.0024 0.00184 0.06 MLL2 32 (17%) 153 0.66553 0.964 0.28949 0.808 0.04092 0.388 0.39678 0.838 0.49516 0.898 0.15757 0.661 0.10144 0.615 0.13017 0.651 0.061029 0.469 0.26041 0.781 ZNF750 10 (5%) 175 0.083429 0.569 0.20374 0.713 0.33066 0.816 0.45934 0.872 0.17609 0.69 0.0199 0.284 0.01885 0.283 4e-05 0.004 0.065489 0.489 0.02917 0.35 TGFBR2 15 (8%) 170 0.02308 0.316 0.25767 0.781 0.74305 0.99 0.26326 0.786 0.7841 0.994 0.53307 0.927 0.79666 0.994 0.92615 1 1 1 1 1 FBXW7 13 (7%) 172 0.18691 0.705 0.43385 0.856 0.65492 0.963 0.59599 0.963 0.11917 0.625 0.1194 0.625 0.31453 0.81 0.27569 0.787 0.32537 0.812 0.22372 0.744 PKD2 7 (4%) 178 0.39575 0.838 0.13555 0.651 0.78149 0.994 0.04044 0.388 0.33225 0.817 0.63431 0.963 0.23285 0.747 0.13142 0.651 0.11971 0.625 0.16766 0.684 ARID1A 15 (8%) 170 0.03738 0.387 0.21822 0.736 0.0043 0.0956 0.03547 0.378 0.078109 0.551 0.0077199 0.145 0.11935 0.625 0.0359 0.378 0.14634 0.661 0.0117 0.195 ERBB2 11 (6%) 174 0.04269 0.388 0.01049 0.18 NA NA NA NA 0.02317 0.316 0.00032 0.0191 0.02823 0.348 0.00142 0.0532 0.00403 0.0956 0.00048 0.024 PTCH1 12 (6%) 173 0.04131 0.388 0.2524 0.777 0.40376 0.838 0.95764 1 0.087539 0.571 0.34126 0.819 0.37788 0.838 0.32247 0.812 0.20425 0.713 0.39153 0.838 KIAA2018 13 (7%) 172 0.23585 0.749 0.59831 0.963 0.22581 0.744 0.19765 0.713 0.55384 0.936 0.22687 0.744 0.38826 0.838 0.2208 0.74 0.63939 0.963 0.1281 0.646 FAM108A1 4 (2%) 181 0.82884 0.995 0.59009 0.957 0.20256 0.713 0.54144 0.934 0.63446 0.963 0.56587 0.946 0.2682 0.787 0.74811 0.99 0.75762 0.99 0.81773 0.994 PAXIP1 10 (5%) 175 0.6884 0.967 0.9421 1 0.5501 0.936 0.86541 1 0.28848 0.808 0.89515 1 0.14726 0.661 0.057799 0.462 0.2973 0.808 1 1 MGC29506 4 (2%) 181 0.30086 0.808 1 1 NA NA NA NA 0.3235 0.812 1 1 0.41099 0.839 0.21576 0.731 0.7621 0.99 0.64682 0.963 C10ORF76 6 (3%) 179 0.03237 0.367 0.77738 0.994 0.55453 0.936 0.46912 0.882 0.48314 0.889 1 1 0.81062 0.994 0.34375 0.822 0.25593 0.781 0.57164 0.949 IPP 6 (3%) 179 0.86901 1 0.81378 0.994 0.42298 0.851 0.49377 0.898 0.35696 0.83 0.8495 1 0.11556 0.625 0.36432 0.834 0.34753 0.824 0.24309 0.763 DNAH10 19 (10%) 166 0.85604 1 0.42453 0.851 0.4127 0.839 0.29802 0.808 0.37606 0.838 0.15056 0.661 0.31017 0.808 0.599 0.963 0.60562 0.963 0.41523 0.839 RIC3 4 (2%) 181 0.3029 0.808 0.32602 0.812 1 1 0.82269 0.995 0.92854 1 0.43353 0.856 1 1 0.67399 0.964 0.87646 1 0.48466 0.889 HMMR 4 (2%) 181 0.1049 0.618 0.30664 0.808 0.64244 0.963 0.51909 0.919 0.87057 1 1 1 1 1 1 1 0.87799 1 0.81729 0.994 PIAS1 5 (3%) 180 0.33619 0.819 0.7855 0.994 0.55753 0.937 0.13785 0.656 0.20554 0.713 0.80322 0.994 0.50946 0.912 0.64805 0.963 0.81309 0.994 0.70447 0.974 ITGA6 7 (4%) 178 0.87761 1 0.3712 0.838 0.35611 0.83 0.84735 1 0.52701 0.927 1 1 0.914 1 0.94863 1 0.92935 1 1 1 ASTE1 5 (3%) 180 0.082769 0.569 0.060539 0.469 0.75308 0.99 0.36044 0.834 0.43552 0.857 0.01477 0.233 0.60905 0.963 0.00161 0.0568 0.082819 0.569 0.00102 0.0408 KPNA1 6 (3%) 179 0.49102 0.898 0.72681 0.98 0.45738 0.872 0.069539 0.509 0.19691 0.713 0.84683 1 0.22883 0.746 0.75439 0.99 1 1 0.3065 0.808 LIMA1 8 (4%) 177 0.63917 0.963 0.67585 0.964 0.35034 0.824 0.13527 0.651 0.42548 0.851 0.10064 0.615 0.29789 0.808 0.12709 0.646 0.15521 0.661 0.13423 0.651 FAM65B 8 (4%) 177 1 1 0.66493 0.964 0.38853 0.838 0.28635 0.807 0.927 1 0.88016 1 0.17642 0.69 0.0425 0.388 0.68602 0.967 0.38005 0.838 CORO7 7 (4%) 178 0.23465 0.749 0.37667 0.838 0.61426 0.963 0.15569 0.661 0.49717 0.898 0.2089 0.72 0.28251 0.8 0.03563 0.378 0.02372 0.316 0.15906 0.662 ANAPC1 5 (3%) 180 0.00016 0.012 0.31069 0.808 0.6757 0.964 0.45624 0.872 0.76301 0.99 0.80422 0.994 0.89189 1 0.17552 0.69 0.87946 1 0.64663 0.963 IVL 15 (8%) 170 0.0057899 0.124 0.02446 0.319 0.1569 0.661 0.00388 0.0956 0.00351 0.0916 0.00019 0.0127 0.03952 0.388 0.00075999 0.0351 0.0081899 0.149 0.00035 0.0191 PIK3CA 19 (10%) 166 0.50483 0.907 0.27131 0.787 0.25208 0.777 0.30366 0.808 0.15413 0.661 0.4814 0.889 0.17703 0.69 0.32921 0.816 0.10512 0.618 0.24885 0.774 RB1 7 (4%) 178 0.00242 0.0726 0.97383 1 0.3897 0.838 0.40764 0.838 0.7877 0.994 0.86725 1 0.67319 0.964 0.89977 1 0.45291 0.872 1 1 EIF4EBP2 3 (2%) 182 0.04403 0.394 0.55327 0.936 NA NA NA NA 0.72606 0.98 0.076099 0.544 0.69026 0.967 0.21239 0.728 0.052319 0.442 0.14511 0.661 SCD 3 (2%) 182 0.58242 0.95 0.76699 0.99 NA NA NA NA 0.80118 0.994 0.69627 0.967 0.57938 0.95 0.63932 0.963 0.68583 0.967 0.74107 0.99 MKL2 6 (3%) 179 0.10641 0.619 0.30893 0.808 0.4987 0.899 0.76709 0.99 0.66391 0.964 0.15383 0.661 0.62994 0.963 0.31982 0.812 0.40402 0.838 0.11384 0.625 NOTCH1 18 (10%) 167 0.057619 0.462 0.00426 0.0956 0.15651 0.661 0.092049 0.583 0.059029 0.466 0.088889 0.573 0.01791 0.276 0.0093099 0.164 0.054859 0.457 0.061979 0.471 KLF3 3 (2%) 182 0.04226 0.388 0.1686 0.684 NA NA NA NA 0.72436 0.98 0.1242 0.642 0.68713 0.967 0.31228 0.808 0.45418 0.872 0.14421 0.661 IL10RA 3 (2%) 182 0.78858 0.994 1 1 0.75397 0.99 0.35673 0.83 0.51052 0.912 0.69507 0.967 0.8153 0.994 0.87475 1 0.68587 0.967 0.74077 0.99 RAD17 4 (2%) 181 1 1 0.23065 0.746 0.38154 0.838 0.63376 0.963 0.63343 0.963 0.77442 0.993 0.25932 0.781 0.0061799 0.124 0.17779 0.69 0.38281 0.838 KPNB1 6 (3%) 179 0.18367 0.702 0.087459 0.571 0.30762 0.808 0.65669 0.963 0.34826 0.824 0.39055 0.838 0.18069 0.695 0.6981 0.967 0.8895 1 0.57415 0.949 ZBED4 5 (3%) 180 0.40505 0.838 0.64029 0.963 0.36265 0.834 0.80075 0.994 0.03457 0.378 0.66827 0.964 0.094959 0.587 0.48267 0.889 0.88842 1 0.57334 0.949 NAA16 6 (3%) 179 0.87054 1 0.4844 0.889 0.64293 0.963 0.45945 0.872 0.44247 0.865 0.23121 0.746 0.90344 1 0.092369 0.583 0.27052 0.787 0.38189 0.838 CNNM2 7 (4%) 178 0.77965 0.994 0.81166 0.994 0.2767 0.787 0.20188 0.713 0.88478 1 0.2056 0.713 0.62964 0.963 0.58221 0.95 0.76325 0.99 0.27589 0.787 HLA-B 7 (4%) 178 0.01956 0.284 0.93713 1 0.27491 0.787 0.32234 0.812 0.65429 0.963 1 1 0.46886 0.882 0.24421 0.763 0.76908 0.99 0.63028 0.963 PLXNB2 12 (6%) 173 0.53057 0.927 0.87813 1 0.89915 1 0.65567 0.963 0.86847 1 0.91181 1 0.87864 1 0.78745 0.994 0.82677 0.995 1 1 PTEN 7 (4%) 178 0.69335 0.967 0.60234 0.963 0.4669 0.882 0.20417 0.713 0.75026 0.99 0.43352 0.856 0.37169 0.838 0.72525 0.98 0.54649 0.936 0.7404 0.99 CPT1B 5 (3%) 180 0.6103 0.963 0.87044 1 0.39874 0.838 0.55892 0.937 0.818 0.994 1 1 0.92311 1 1 1 0.45187 0.872 0.84832 1 CAMTA1 9 (5%) 176 0.54002 0.934 0.11854 0.625 0.1094 0.619 0.04739 0.414 0.85698 1 0.41513 0.839 0.14932 0.661 0.76194 0.99 0.65234 0.963 0.62675 0.963 OTUD7B 7 (4%) 178 0.10751 0.619 0.38896 0.838 1 1 0.87104 1 0.33588 0.819 0.5247 0.926 0.40095 0.838 1 1 0.47748 0.889 0.86846 1 ARRB1 5 (3%) 180 0.72332 0.98 0.38371 0.838 0.5494 0.936 0.19105 0.708 0.41273 0.839 0.10853 0.619 0.66162 0.964 0.74726 0.99 0.8114 0.994 0.45258 0.872 KIAA1704 3 (2%) 182 0.084409 0.569 0.76637 0.99 NA NA NA NA 0.80152 0.994 0.69748 0.967 1 1 0.87535 1 0.68336 0.967 0.57825 0.95 RNF169 6 (3%) 179 0.49223 0.898 0.9805 1 0.71523 0.978 0.40626 0.838 0.96694 1 0.30416 0.808 1 1 0.51592 0.916 0.83638 1 0.3109 0.808 RBPJL 6 (3%) 179 0.64507 0.963 0.19391 0.713 0.17825 0.69 0.16586 0.682 0.33975 0.819 1 1 0.79563 0.994 0.715 0.978 1 1 0.73976 0.99 MGAT5B 8 (4%) 177 0.70736 0.976 0.25839 0.781 0.9263 1 0.6312 0.963 0.51609 0.916 1 1 0.98558 1 0.65157 0.963 0.12591 0.646 0.32276 0.812 LRRC32 9 (5%) 176 0.19546 0.713 0.37062 0.838 0.57838 0.95 0.92022 1 1 1 0.47256 0.883 0.72396 0.98 0.80634 0.994 0.45177 0.872 0.81194 0.994 TCHH 14 (8%) 171 0.44071 0.864 0.01464 0.233 0.53186 0.927 0.77269 0.993 0.30948 0.808 0.55441 0.936 0.61897 0.963 0.31813 0.812 0.89512 1 0.62643 0.963 SLC22A2 4 (2%) 181 0.18525 0.703 0.38937 0.838 NA NA NA NA 0.29646 0.808 0.43196 0.856 0.76068 0.99 0.54172 0.934 0.27358 0.787 0.21476 0.731 PCDH15 21 (11%) 164 0.71421 0.978 0.82015 0.994 0.64168 0.963 0.39744 0.838 0.40639 0.838 0.14211 0.661 0.92639 1 0.19103 0.708 0.60639 0.963 0.33818 0.819 KIAA1549 8 (4%) 177 0.057119 0.462 0.82643 0.995 0.23793 0.751 0.82711 0.995 0.67659 0.964 0.67133 0.964 0.98501 1 0.95408 1 0.71555 0.978 0.86681 1 SETBP1 14 (8%) 171 0.58407 0.95 0.18896 0.708 0.47064 0.882 0.04764 0.414 0.071699 0.518 0.086519 0.571 0.27676 0.787 0.17041 0.686 0.04825 0.414 0.15015 0.661