Clinical Features CN_CNMF METHLYATION_CNMF 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 TP53 114 (31%) 259 9.9999e-06 0.000609 0.15709 0.679 9.9999e-06 0.000609 3e-05 0.00158 2e-04 0.00932 0.00018 0.00891 0.00391 0.102 0.00047 0.0186 CTNNB1 97 (26%) 276 0.00025 0.011 9.9999e-06 0.000609 9.9999e-06 0.000609 9.9999e-06 0.000609 9.9999e-06 0.000609 9.9999e-06 0.000609 9.9999e-06 0.000609 9.9999e-06 0.000609 AXIN1 24 (6%) 349 0.00362 0.0989 0.02991 0.382 9.9999e-06 0.000609 0.0094699 0.198 9.9999e-06 0.000609 0.03496 0.403 0.0052099 0.125 0.84339 0.959 RB1 21 (6%) 352 0.053669 0.512 0.01455 0.242 0.03874 0.415 0.53291 0.851 0.01169 0.219 0.51771 0.849 0.40688 0.81 0.44509 0.819 ARID1A 32 (9%) 341 0.36496 0.795 0.59329 0.894 0.2848 0.766 0.21653 0.724 0.63805 0.91 0.72414 0.919 0.28234 0.766 0.96643 1 BAP1 21 (6%) 352 0.71391 0.919 9.9999e-06 0.000609 3e-05 0.00158 9.9999e-06 0.000609 0.00116 0.0399 0.00174 0.0551 0.00359 0.0989 0.00051999 0.0196 CDC27 15 (4%) 358 0.79647 0.949 0.22854 0.728 0.31488 0.784 0.39043 0.801 0.47196 0.819 0.50575 0.836 0.15669 0.679 0.12129 0.662 CDKN2A 11 (3%) 362 0.86113 0.961 0.18212 0.711 0.20647 0.717 0.66579 0.918 0.62697 0.901 0.57684 0.883 0.46817 0.819 0.20111 0.717 KRT2 12 (3%) 361 0.52603 0.851 0.29168 0.766 0.088499 0.604 0.2245 0.725 0.45227 0.819 0.42015 0.819 0.066169 0.552 0.48075 0.819 NFE2L2 13 (3%) 360 0.03133 0.388 0.6736 0.918 0.1497 0.677 0.097419 0.616 0.16029 0.679 0.075459 0.578 0.13612 0.677 0.02122 0.314 PTEN 11 (3%) 362 0.84903 0.959 0.067649 0.552 0.069759 0.559 0.03754 0.407 0.3555 0.795 0.03935 0.416 0.47218 0.819 0.14785 0.677 ARID2 22 (6%) 351 0.84446 0.959 0.47902 0.819 0.48212 0.819 0.74687 0.927 0.48821 0.82 0.49189 0.82 0.94569 1 0.31272 0.784 RBM10 8 (2%) 365 0.71018 0.919 0.19661 0.717 0.4423 0.819 0.77101 0.937 0.81659 0.951 0.75375 0.933 0.72716 0.919 0.2471 0.76 ZNF512B 8 (2%) 365 0.34409 0.788 0.81138 0.95 0.14341 0.677 0.58274 0.886 0.19701 0.717 0.86131 0.961 0.4517 0.819 1 1 KCNN3 12 (3%) 361 0.076859 0.578 0.29131 0.766 0.37818 0.795 0.60514 0.898 0.84029 0.959 0.40893 0.812 0.2778 0.766 0.064219 0.552 KRT10 9 (2%) 364 1 1 0.1253 0.662 0.2507 0.76 0.61269 0.898 0.5149 0.848 0.43618 0.819 0.12471 0.662 0.44949 0.819 APOB 39 (10%) 334 0.22598 0.725 0.54383 0.851 0.01419 0.242 0.01187 0.219 0.90022 0.981 0.21492 0.721 0.02311 0.327 0.01574 0.244 MLL4 19 (5%) 354 0.25615 0.764 0.23372 0.735 0.64164 0.91 0.46009 0.819 0.73698 0.919 0.69518 0.919 0.67775 0.918 0.83801 0.959 ALB 43 (12%) 330 0.04925 0.488 0.0487 0.488 0.53677 0.851 0.52346 0.851 0.27208 0.766 0.88466 0.974 0.41365 0.817 0.03401 0.403 TSC2 12 (3%) 361 0.054929 0.512 0.03558 0.403 0.00027 0.0113 0.00061999 0.0223 0.48103 0.819 0.82961 0.958 0.49063 0.82 0.57868 0.883 IL6ST 12 (3%) 361 0.02313 0.327 0.37136 0.795 0.68608 0.918 0.55158 0.86 0.067289 0.552 0.02138 0.314 0.76218 0.937 0.51801 0.849 C19ORF55 6 (2%) 367 0.3926 0.801 0.67229 0.918 0.72739 0.919 0.15733 0.679 0.78496 0.946 0.86891 0.966 0.078099 0.578 0.67423 0.918 PIK3CA 13 (3%) 360 1 1 1 1 0.52758 0.851 0.62828 0.901 0.37402 0.795 0.2062 0.717 0.46803 0.819 0.59087 0.893 CELA1 6 (2%) 367 0.76858 0.937 0.44345 0.819 0.88697 0.974 0.94806 1 0.21432 0.721 0.53629 0.851 1 1 0.89348 0.976 RPS6KA3 14 (4%) 359 0.2886 0.766 0.20502 0.717 0.32288 0.787 0.3424 0.788 0.54315 0.851 0.89946 0.981 0.29473 0.768 0.94707 1 NRD1 13 (3%) 360 0.87782 0.97 0.82501 0.955 0.29101 0.766 0.45449 0.819 0.72069 0.919 0.37936 0.795 0.18466 0.711 0.8025 0.95 EEF1A1 9 (2%) 364 0.02794 0.369 0.39282 0.801 0.39979 0.804 0.33301 0.788 0.68327 0.918 0.060619 0.552 0.32455 0.788 0.72409 0.919 TCHH 17 (5%) 356 0.0097399 0.198 0.077109 0.578 0.69725 0.919 0.97133 1 0.76929 0.937 0.8021 0.95 0.33223 0.788 0.94729 1 COG2 4 (1%) 369 0.68562 0.918 0.36615 0.795 0.11592 0.662 0.16823 0.692 0.88424 0.974 0.37374 0.795 1 1 0.36261 0.795 ATXN1 10 (3%) 363 0.66138 0.918 0.65776 0.918 0.28487 0.766 0.83741 0.959 0.19812 0.717 0.7087 0.919 0.03132 0.388 0.20829 0.717 KCTD20 5 (1%) 368 1 1 0.31919 0.784 0.050629 0.495 0.069909 0.559 0.47378 0.819 0.18537 0.711 0.83205 0.959 0.72892 0.919 GPR110 6 (2%) 367 0.76988 0.937 0.44152 0.819 0.03641 0.403 0.054779 0.512 0.065219 0.552 0.0067199 0.157 0.72578 0.919 0.0051999 0.125 CEP164 9 (2%) 364 0.57278 0.882 1 1 0.80732 0.95 0.67898 0.918 0.85808 0.961 0.98344 1 1 1 0.7793 0.942 TCEAL6 4 (1%) 369 0.68448 0.918 0.36723 0.795 0.11566 0.662 0.16734 0.692 0.88773 0.974 0.3741 0.795 1 1 0.36268 0.795 DNAJC28 4 (1%) 369 0.45977 0.819 0.82148 0.953 0.20599 0.717 0.18675 0.711 0.88601 0.974 0.10445 0.631 0.37243 0.795 0.88973 0.974 FOXI1 5 (1%) 368 0.37605 0.795 0.6155 0.898 0.14159 0.677 0.091789 0.606 0.55137 0.86 0.24296 0.755 0.87142 0.966 0.70431 0.919 KRTAP5-7 4 (1%) 369 0.46276 0.819 0.46721 0.819 0.91772 0.986 0.077939 0.578 0.17046 0.692 0.52824 0.851 0.00323 0.0947 0.25597 0.764 JAK1 14 (4%) 359 0.69664 0.919 1 1 0.29046 0.766 0.14565 0.677 0.9643 1 0.82104 0.953 0.20151 0.717 0.34445 0.788 DENND4B 12 (3%) 361 0.29316 0.766 0.2684 0.766 0.14251 0.677 0.61468 0.898 0.04668 0.474 0.53693 0.851 1 1 0.34711 0.791 BRD7 10 (3%) 363 0.65863 0.918 0.51134 0.844 0.35038 0.795 0.5978 0.894 0.57048 0.882 0.17303 0.692 0.80074 0.95 0.12937 0.67 IDH1 8 (2%) 365 0.48195 0.819 0.24994 0.76 0.14106 0.677 0.23529 0.737 0.21011 0.72 0.38992 0.801 0.38823 0.801 0.17378 0.692 CNGA3 11 (3%) 362 0.14222 0.677 0.92777 0.992 0.59476 0.894 0.21488 0.721 0.65163 0.918 0.33031 0.788 0.67451 0.918 0.43872 0.819 PLA2G3 6 (2%) 367 0.39075 0.801 0.097379 0.616 0.16441 0.692 0.12646 0.663 0.37215 0.795 0.01326 0.234 0.7233 0.919 0.03661 0.403 HLA-DPB1 5 (1%) 368 1 1 0.31744 0.784 0.48034 0.819 0.28126 0.766 0.17115 0.692 0.77576 0.939 0.68469 0.918 0.40411 0.808 ALMS1 24 (6%) 349 0.49174 0.82 0.17852 0.703 0.78866 0.948 0.98066 1 0.43903 0.819 0.69999 0.919 0.48517 0.82 0.70195 0.919 NUCB2 3 (1%) 370 0.61664 0.898 0.47194 0.819 NA NA NA NA 0.39704 0.802 0.44524 0.819 0.01469 0.242 0.84282 0.959 BAZ2A 11 (3%) 362 0.46643 0.819 0.35363 0.795 0.97315 1 0.68261 0.918 0.42308 0.819 0.57888 0.883 0.076569 0.578 0.59639 0.894 TAF1B 6 (2%) 367 0.2047 0.717 0.095239 0.613 0.083759 0.59 0.6582 0.918 0.80834 0.95 0.80489 0.95 0.46256 0.819 0.26998 0.766 C1ORF125 11 (3%) 362 0.33587 0.788 0.067259 0.552 0.67743 0.918 0.81293 0.95 0.18515 0.711 0.01548 0.244 0.079909 0.586 0.22563 0.725 AR 10 (3%) 363 0.47289 0.819 1 1 0.71228 0.919 0.72607 0.919 0.47408 0.819 0.17132 0.692 0.20487 0.717 0.66061 0.918 SPHK1 6 (2%) 367 0.39469 0.801 0.76972 0.937 0.03652 0.403 0.01068 0.211 0.52443 0.851 0.093739 0.612 0.11615 0.662 0.10545 0.633 CREB3L3 5 (1%) 368 0.091279 0.606 0.44909 0.819 0.13415 0.677 0.61893 0.898 0.3664 0.795 0.081569 0.59 1 1 0.15983 0.679 LFNG 7 (2%) 366 0.49571 0.823 0.62308 0.9 0.6998 0.919 0.90524 0.982 0.44069 0.819 0.46377 0.819 0.75921 0.937 0.53497 0.851 FZR1 6 (2%) 367 0.57891 0.883 1 1 0.31809 0.784 0.46596 0.819 0.79096 0.948 0.02926 0.38 0.20046 0.717 0.087689 0.604 TRIOBP 11 (3%) 362 1 1 0.12105 0.662 0.33946 0.788 0.3756 0.795 0.37741 0.795 0.46618 0.819 0.098069 0.616 0.4016 0.805 GJB1 3 (1%) 370 1 1 0.79448 0.948 0.26177 0.766 0.72987 0.919 0.22549 0.725 0.90954 0.982 0.15279 0.679 1 1 DYRK1A 7 (2%) 366 0.03246 0.396 0.89069 0.974 0.83806 0.959 0.63439 0.907 0.26116 0.766 0.48179 0.819 0.76791 0.937 0.29297 0.766 TNPO1 9 (2%) 364 0.43403 0.819 0.90816 0.982 0.34329 0.788 0.50461 0.836 0.61076 0.898 0.46557 0.819 0.186 0.711 0.62949 0.902 PDZD4 4 (1%) 369 0.3038 0.779 1 1 0.72877 0.919 0.24924 0.76 0.49593 0.823 0.28636 0.766 NA NA NA NA CCNA2 5 (1%) 368 0.45623 0.819 0.72951 0.919 0.094299 0.612 0.78896 0.948 0.23698 0.739 0.21239 0.721 0.39905 0.804 0.25654 0.764 AHCTF1 8 (2%) 365 0.54134 0.851 0.81166 0.95 0.60029 0.895 0.73606 0.919 0.54008 0.851 0.97801 1 0.90854 0.982 0.97786 1 RXRB 8 (2%) 365 0.81585 0.951 0.65987 0.918 0.4279 0.819 0.76055 0.937 0.49034 0.82 0.81135 0.95 0.92112 0.987 0.87606 0.969 PARP1 5 (1%) 368 0.53882 0.851 0.85711 0.961 0.27156 0.766 0.65895 0.918 0.34109 0.788 0.59848 0.894 0.61772 0.898 0.53311 0.851 NBEA 21 (6%) 352 0.68531 0.918 0.40598 0.81 0.85945 0.961 0.91115 0.982 0.27874 0.766 0.15037 0.677 0.73259 0.919 0.70472 0.919 H6PD 5 (1%) 368 0.53818 0.851 0.61549 0.898 0.26843 0.766 0.15209 0.679 0.4293 0.819 0.12011 0.662 0.87093 0.966 0.3125 0.784 VPS4B 5 (1%) 368 0.73817 0.919 0.04454 0.458 0.087609 0.604 0.28959 0.766 0.75996 0.937 0.30247 0.778 0.20103 0.717 0.072119 0.571 HNRNPL 8 (2%) 365 0.54021 0.851 0.30696 0.784 0.02645 0.368 0.29678 0.768 0.283 0.766 0.76408 0.937 0.70156 0.919 0.59741 0.894 FILIP1 13 (3%) 360 0.82026 0.953 0.3659 0.795 0.29677 0.768 0.4461 0.819 0.72194 0.919 0.37666 0.795 0.48722 0.82 0.5715 0.882 FAM22F 4 (1%) 369 0.13088 0.673 0.090759 0.606 0.02767 0.369 0.31995 0.784 0.73738 0.919 0.39467 0.801 0.084199 0.59 0.27885 0.766 GPSM2 4 (1%) 369 0.45733 0.819 0.68946 0.918 0.67772 0.918 0.87164 0.966 0.96912 1 0.64146 0.91 0.083279 0.59 0.84475 0.959 RCCD1 5 (1%) 368 0.31154 0.784 0.85666 0.961 0.78274 0.945 0.46483 0.819 0.71368 0.919 0.4561 0.819 0.34758 0.791 0.62534 0.9 PTGR1 5 (1%) 368 0.21982 0.725 0.61721 0.898 0.84 0.959 0.44517 0.819 0.92912 0.992 0.32092 0.784 0.81205 0.95 0.19241 0.717 SAMM50 3 (1%) 370 0.61663 0.898 0.61136 0.898 0.11494 0.662 0.16886 0.692 0.5317 0.851 0.099979 0.619 0.86392 0.962 0.14374 0.677 PBRM1 9 (2%) 364 0.43106 0.819 0.20537 0.717 0.0095099 0.198 0.0076999 0.174 0.27936 0.766 0.01127 0.218 0.51907 0.849 0.16623 0.692 SGK269 8 (2%) 365 1 1 0.089659 0.606 0.27404 0.766 0.64255 0.91 0.58402 0.886 0.33039 0.788 0.22405 0.725 0.01559 0.244 LEO1 5 (1%) 368 0.14286 0.677 0.38064 0.795 0.80259 0.95 0.17516 0.694 0.43081 0.819 0.33379 0.788 0.26519 0.766 0.7048 0.919 CD97 5 (1%) 368 0.45679 0.819 0.85365 0.961 0.36804 0.795 0.14647 0.677 0.73476 0.919 0.1849 0.711 0.32815 0.788 0.52092 0.851 SKA3 4 (1%) 369 0.68523 0.918 0.2186 0.725 0.4196 0.819 0.71581 0.919 0.2815 0.766 0.94225 1 0.37465 0.795 0.8465 0.959 CBX4 6 (2%) 367 0.14448 0.677 0.33635 0.788 0.00226 0.0688 0.00398 0.102 0.33316 0.788 0.48744 0.82 0.053829 0.512 0.32026 0.784 MTA1 6 (2%) 367 1 1 0.12011 0.662 0.03999 0.417 0.28886 0.766 0.057309 0.528 0.066649 0.552 0.46304 0.819 0.15964 0.679 CRIP3 6 (2%) 367 0.00148 0.0488 0.15019 0.677 0.37994 0.795 0.7708 0.937 0.39351 0.801 0.39376 0.801 0.25452 0.764 0.12257 0.662 NR4A2 6 (2%) 367 1 1 0.57944 0.883 0.27077 0.766 0.11098 0.658 0.68369 0.918 0.11421 0.662 0.80929 0.95 0.14921 0.677 HNF1A 8 (2%) 365 0.01888 0.288 1 1 0.067349 0.552 0.31733 0.784 0.064119 0.552 0.20742 0.717 0.12474 0.662 0.28659 0.766 KRAS 6 (2%) 367 0.28958 0.766 0.67325 0.918 0.54342 0.851 0.19007 0.717 0.69122 0.919 0.1221 0.662 0.17375 0.692 0.60666 0.898 PGBD1 3 (1%) 370 0.79004 0.948 0.79321 0.948 1 1 0.41149 0.815 0.56052 0.872 0.82711 0.956 0.46209 0.819 0.90894 0.982 LATS1 7 (2%) 366 0.70776 0.919 0.6243 0.9 0.57341 0.882 0.14499 0.677 0.85663 0.961 0.67194 0.918 1 1 0.61413 0.898 KEAP1 17 (5%) 356 0.23075 0.728 0.13968 0.677 0.27326 0.766 0.93967 1 0.10112 0.621 0.25148 0.76 0.72443 0.919 0.2301 0.728 SENP6 11 (3%) 362 0.3953 0.801 0.074429 0.578 0.79339 0.948 0.22292 0.725 0.46694 0.819 0.42958 0.819 0.10359 0.631 0.92951 0.992 FKBP4 4 (1%) 369 0.46099 0.819 0.56967 0.882 0.8379 0.959 0.67467 0.918 0.83896 0.959 0.64106 0.91 1 1 0.31239 0.784 FOXK2 6 (2%) 367 1 1 0.14747 0.677 0.0081399 0.179 0.74221 0.923 0.45549 0.819 0.33897 0.788 0.22933 0.728 0.36746 0.795 DSPP 21 (6%) 352 0.35903 0.795 0.91971 0.987 0.73699 0.919 0.21249 0.721 0.91278 0.982 0.44175 0.819 0.77216 0.937 0.22272 0.725 C10ORF28 4 (1%) 369 0.68438 0.918 0.46975 0.819 1 1 0.16595 0.692 0.03616 0.403 0.84917 0.959 0.01328 0.234 0.15992 0.679 PRAMEF4 4 (1%) 369 0.68193 0.918 0.36346 0.795 0.33384 0.788 0.56141 0.872 0.18958 0.717 0.15922 0.679 0.68949 0.918 0.25036 0.76 RPS6KA5 5 (1%) 368 1 1 0.31751 0.784 0.61872 0.898 0.33149 0.788 0.31267 0.784 0.4256 0.819 0.28464 0.766 0.5226 0.851 DDX42 6 (2%) 367 0.20216 0.717 0.20796 0.717 0.15505 0.679 0.02779 0.369 0.25143 0.76 0.062579 0.552 0.34114 0.788 0.22235 0.725 RHCG 4 (1%) 369 0.12869 0.67 0.36519 0.795 0.27467 0.766 0.26044 0.766 0.68538 0.918 0.083699 0.59 0.91231 0.982 0.12287 0.662 SWAP70 5 (1%) 368 0.85447 0.961 1 1 0.28636 0.766 0.74919 0.929 0.6203 0.898 0.69441 0.919 0.11138 0.658 0.38797 0.801 BIN1 4 (1%) 369 0.30245 0.778 0.68729 0.918 0.59055 0.893 0.48423 0.82 0.68143 0.918 0.099709 0.619 0.91231 0.982 0.12532 0.662 SMARCA4 11 (3%) 362 0.13488 0.677 0.42705 0.819 0.33954 0.788 0.47637 0.819 0.73588 0.919 0.19674 0.717 0.14619 0.677 0.37231 0.795