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 65 (32%) 137 0.058009 1 0.45061 1 0.00025 0.2 0.97913 1 0.0089799 1 9.9999e-06 0.00806 0.02964 1 0.00238 1 CTNNB1 57 (28%) 145 0.00228 1 0.00017 0.136 9.9999e-06 0.00806 9.9999e-06 0.00806 0.2184 1 9.9999e-06 0.00806 0.00058999 0.471 9.9999e-06 0.00806 ARID1A 25 (12%) 177 0.72904 1 0.89128 1 0.19127 1 0.40988 1 0.35315 1 0.02135 1 0.45175 1 0.51109 1 RB1 18 (9%) 184 0.02168 1 0.00224 1 0.03938 1 0.03395 1 0.34042 1 0.52212 1 0.086489 1 0.31084 1 AXIN1 12 (6%) 190 0.066989 1 0.69219 1 0.13198 1 0.066879 1 0.1438 1 0.04752 1 0.01164 1 0.076449 1 KRTAP5-11 5 (2%) 197 0.53439 1 0.85922 1 0.48856 1 0.84299 1 0.45125 1 0.88448 1 0.6568 1 0.7909 1 AHCTF1 13 (6%) 189 0.87489 1 0.61389 1 0.77033 1 0.32905 1 0.57806 1 0.10242 1 0.77923 1 0.55821 1 GPATCH4 11 (5%) 191 0.04047 1 0.85501 1 0.5853 1 0.63497 1 0.17709 1 0.12161 1 0.04364 1 0.061729 1 CD207 8 (4%) 194 0.30486 1 0.18547 1 0.43224 1 0.69136 1 0.52912 1 0.56765 1 0.82001 1 0.55663 1 EEF1A1 9 (4%) 193 1 1 0.3768 1 0.17292 1 0.02561 1 0.75418 1 0.58888 1 0.55145 1 0.6064 1 BAP1 11 (5%) 191 0.73158 1 0.00168 1 5e-05 0.04 0.00094999 0.757 0.02124 1 0.00098999 0.788 0.00323 1 0.03316 1 CHIT1 8 (4%) 194 0.41985 1 1 1 0.72106 1 0.71518 1 0.4679 1 0.41781 1 0.50268 1 0.85049 1 PPIAL4G 7 (3%) 195 0.79434 1 0.32437 1 0.28308 1 0.26851 1 0.22778 1 0.12347 1 0.16497 1 0.1106 1 ALB 24 (12%) 178 0.03625 1 0.41357 1 0.62057 1 0.63051 1 0.88064 1 0.90685 1 0.32706 1 0.63795 1 PABPC1 8 (4%) 194 0.27429 1 1 1 0.32179 1 0.45934 1 0.66791 1 0.84128 1 0.93298 1 0.97851 1 TREML2 6 (3%) 196 0.62784 1 1 1 0.17462 1 0.090609 1 0.4494 1 0.03163 1 0.49159 1 0.03242 1 PRH2 6 (3%) 196 0.66069 1 0.87447 1 0.44771 1 0.8658 1 0.76922 1 0.85912 1 0.39004 1 0.97149 1 MUC17 28 (14%) 174 0.8648 1 0.87019 1 0.66288 1 0.73398 1 0.63469 1 0.55154 1 0.83977 1 0.50206 1 AZIN1 13 (6%) 189 0.31823 1 0.43961 1 0.03747 1 0.38777 1 0.02762 1 0.01523 1 0.10756 1 0.0050099 1 NBPF3 7 (3%) 195 0.26707 1 0.42634 1 0.03532 1 0.86396 1 0.79564 1 0.58731 1 0.54163 1 0.82466 1 BCLAF1 14 (7%) 188 0.82855 1 0.29079 1 0.67864 1 1 1 0.88308 1 0.82348 1 0.53502 1 0.90754 1 SCRN3 9 (4%) 193 0.3464 1 0.19914 1 0.73077 1 0.49267 1 0.6884 1 0.58905 1 0.33017 1 0.60974 1 MUC6 25 (12%) 177 0.12021 1 0.085419 1 0.53187 1 0.92288 1 0.58843 1 0.23408 1 0.43638 1 0.30719 1 UGT2B28 11 (5%) 191 0.30181 1 0.22472 1 0.14041 1 0.13048 1 0.14566 1 0.14246 1 0.69346 1 0.29284 1 CDHR5 11 (5%) 191 0.055049 1 0.11134 1 0.95972 1 0.66411 1 0.78922 1 0.80508 1 0.83882 1 0.89014 1 KCTD3 6 (3%) 196 0.02402 1 0.37566 1 0.75539 1 0.65724 1 0.50844 1 0.38264 1 0.34844 1 0.30919 1 CDC27 14 (7%) 188 0.53433 1 0.29099 1 0.053959 1 0.00473 1 0.11438 1 0.01961 1 0.11874 1 0.057739 1 CR1 19 (9%) 183 0.95399 1 0.86098 1 0.50782 1 0.44187 1 0.29569 1 0.31626 1 0.54716 1 0.75759 1 TCEAL6 4 (2%) 198 0.03834 1 0.15425 1 0.062249 1 0.78577 1 0.55271 1 0.27433 1 1 1 0.37997 1 LILRA6 11 (5%) 191 0.23177 1 0.20751 1 0.35049 1 0.078089 1 0.11702 1 0.0060499 1 0.16189 1 0.03744 1 BIK 3 (1%) 199 0.35087 1 0.79535 1 0.71608 1 1 1 0.25295 1 0.1077 1 0.22566 1 0.03001 1 SRRM3 4 (2%) 198 0.03845 1 0.15463 1 0.13233 1 0.31488 1 0.085009 1 0.0222 1 0.86796 1 0.03009 1 MKI67 17 (8%) 185 1 1 0.4664 1 0.55332 1 0.4307 1 0.94833 1 0.3488 1 0.16809 1 0.66646 1 ALDH3B1 5 (2%) 197 0.01175 1 0.074029 1 0.34533 1 1 1 0.74084 1 0.40668 1 1 1 0.53795 1 POTEG 13 (6%) 189 0.093089 1 0.47244 1 0.83416 1 0.41916 1 0.6165 1 0.32681 1 0.14813 1 0.33671 1 ZNF658 8 (4%) 194 0.01143 1 0.23751 1 0.43697 1 0.23254 1 1 1 0.1416 1 0.79977 1 0.30216 1 TCHH 22 (11%) 180 0.514 1 0.04243 1 0.65835 1 0.6077 1 1 1 0.10585 1 0.84378 1 0.32289 1 TMEM176A 4 (2%) 198 0.17379 1 0.15362 1 0.23923 1 1 1 0.13375 1 0.68193 1 0.25681 1 0.93475 1 RP1L1 21 (10%) 181 0.34071 1 0.061029 1 0.01089 1 0.54384 1 0.67037 1 0.79925 1 0.32855 1 0.3013 1 TSC2 15 (7%) 187 0.31646 1 0.04516 1 0.47171 1 0.49927 1 0.83665 1 0.57845 1 0.60371 1 0.73989 1 PRKDC 24 (12%) 178 0.88668 1 0.16393 1 0.62456 1 0.91758 1 1 1 0.16963 1 0.68868 1 0.36653 1 NRD1 11 (5%) 191 0.42165 1 0.92391 1 0.88666 1 0.17731 1 0.79087 1 0.14435 1 0.56309 1 0.080439 1 TAS2R20 4 (2%) 198 0.30126 1 0.27822 1 0.48722 1 0.01062 1 0.83592 1 0.082939 1 0.66676 1 0.53881 1 PTEN 10 (5%) 192 0.18839 1 0.098229 1 0.8596 1 0.82352 1 0.45977 1 0.82877 1 0.93401 1 0.81046 1 CYFIP2 13 (6%) 189 0.76592 1 0.7138 1 0.65659 1 0.33129 1 0.18562 1 0.88655 1 0.31122 1 0.60615 1 PRAMEF1 9 (4%) 193 1 1 0.50729 1 0.28469 1 0.14478 1 0.57866 1 0.02063 1 0.064239 1 0.20272 1 MST1 8 (4%) 194 0.42056 1 0.58391 1 0.63643 1 0.77715 1 0.81879 1 0.65211 1 0.96508 1 0.94577 1 ZC3H7A 12 (6%) 190 0.2585 1 0.74404 1 0.71023 1 0.85589 1 0.24294 1 0.79248 1 0.25249 1 0.12839 1 MLL3 30 (15%) 172 0.43795 1 0.49445 1 0.01768 1 0.48111 1 0.9067 1 0.56428 1 0.14917 1 0.92496 1 HNRNPCL1 11 (5%) 191 0.16197 1 0.925 1 0.54572 1 0.76089 1 0.19337 1 0.32737 1 0.73161 1 0.84765 1 TUBA3E 7 (3%) 195 0.79466 1 0.88867 1 0.12201 1 0.065809 1 0.69843 1 0.0074699 1 0.21903 1 0.11507 1 MUC21 16 (8%) 186 0.66047 1 1 1 0.87485 1 0.43871 1 0.94505 1 0.73396 1 0.61046 1 0.66217 1 HPS4 5 (2%) 197 0.17518 1 0.056599 1 0.26065 1 0.10524 1 0.45087 1 0.23918 1 0.92861 1 0.88513 1 OR2T4 14 (7%) 188 0.01616 1 0.054599 1 0.053229 1 0.0128 1 0.60775 1 0.21495 1 0.62421 1 0.16688 1 SPDYE1 4 (2%) 198 0.23495 1 0.36739 1 0.4908 1 0.14392 1 0.45273 1 0.04255 1 0.72703 1 0.45356 1 COG2 6 (3%) 196 0.28904 1 0.11791 1 0.55067 1 0.84399 1 0.074209 1 0.30169 1 0.52331 1 0.35679 1 SEC63 10 (5%) 192 0.053479 1 0.088589 1 0.21944 1 0.71311 1 0.54995 1 0.15976 1 0.90608 1 0.93412 1 LILRA3 5 (2%) 197 0.23442 1 0.21339 1 0.02263 1 0.00464 1 0.45193 1 0.0089899 1 0.13949 1 0.18909 1 CYP2A6 6 (3%) 196 1 1 0.17235 1 0.838 1 0.074079 1 1 1 0.67823 1 0.56163 1 0.51152 1 ZC3H11A 6 (3%) 196 0.37281 1 0.3244 1 0.21613 1 0.29603 1 0.88262 1 0.23929 1 0.8615 1 0.18601 1 LCE4A 10 (5%) 192 0.22237 1 0.54904 1 0.45286 1 1 1 0.84429 1 0.67245 1 0.052119 1 0.93445 1 ATXN3 6 (3%) 196 0.13844 1 0.32978 1 0.87257 1 0.86607 1 0.44533 1 0.88685 1 0.20522 1 0.83653 1 GTF2IRD2B 5 (2%) 197 0.064789 1 0.072799 1 0.13257 1 0.31474 1 0.29628 1 0.11317 1 0.96225 1 0.15925 1 QRICH2 19 (9%) 183 0.29532 1 0.35239 1 0.19926 1 0.21442 1 0.53212 1 0.17345 1 0.1112 1 0.46465 1 PLAU 6 (3%) 196 0.50725 1 0.66487 1 0.30979 1 1 1 0.8815 1 0.76445 1 0.8825 1 0.91497 1 MAPKAPK2 4 (2%) 198 0.45368 1 0.68915 1 0.80312 1 1 1 0.45449 1 0.76926 1 0.82975 1 0.14638 1 NAP1L1 6 (3%) 196 0.50463 1 1 1 0.13356 1 0.67238 1 0.339 1 0.85928 1 0.72827 1 0.55995 1 FAM118A 4 (2%) 198 0.68171 1 0.81701 1 0.53211 1 0.67461 1 0.36876 1 0.59879 1 0.2171 1 1 1 SLC7A6OS 4 (2%) 198 1 1 1 1 0.03752 1 0.41034 1 0.29056 1 0.72528 1 0.3889 1 0.57288 1 NBPF10 12 (6%) 190 0.20442 1 0.74519 1 1 1 1 1 0.5576 1 0.50464 1 0.52586 1 0.76424 1 ZXDC 6 (3%) 196 1 1 0.2051 1 0.23647 1 0.42227 1 0.0086199 1 0.03713 1 0.124 1 0.064719 1 TAS2R30 8 (4%) 194 1 1 0.89804 1 0.53615 1 0.89781 1 0.74166 1 1 1 0.15241 1 0.97846 1 KRTAP10-2 7 (3%) 195 0.38047 1 0.70158 1 0.3168 1 0.2695 1 0.89743 1 0.0013 1 0.10348 1 0.13886 1 PPA2 4 (2%) 198 0.68358 1 0.58089 1 0.80134 1 1 1 1 1 0.59971 1 0.28413 1 0.45413 1 SEPT2 7 (3%) 195 0.26462 1 0.2848 1 0.50284 1 0.29497 1 0.69804 1 0.58489 1 0.81612 1 0.46659 1 DRD3 5 (2%) 197 0.62694 1 0.072589 1 0.0385 1 0.53093 1 0.0070299 1 0.3137 1 0.1336 1 0.35608 1 PSRC1 4 (2%) 198 0.56176 1 0.36943 1 NA NA NA NA 0.04182 1 0.68233 1 0.31934 1 0.93513 1 KRTAP10-9 3 (1%) 199 0.47163 1 0.61159 1 0.34899 1 0.091539 1 1 1 0.04322 1 0.43145 1 0.6293 1 SPATA12 6 (3%) 196 0.87829 1 1 1 0.85474 1 1 1 0.65802 1 0.85911 1 0.84514 1 0.68036 1 GPR112 15 (7%) 187 0.52817 1 0.45053 1 0.53336 1 0.47706 1 0.48762 1 0.39279 1 0.1623 1 0.18106 1 CLTCL1 16 (8%) 186 0.35508 1 0.37665 1 0.70907 1 0.59995 1 0.7446 1 0.084339 1 0.82564 1 0.29102 1 OR2A14 5 (2%) 197 0.6259 1 0.21525 1 0.80548 1 1 1 1 1 0.36308 1 0.58714 1 0.53559 1 OR4C16 7 (3%) 195 0.092459 1 0.12726 1 0.01972 1 0.03365 1 0.89572 1 0.00339 1 0.75586 1 0.078839 1 GBP1 8 (4%) 194 0.27652 1 0.7297 1 0.84208 1 0.36864 1 0.74335 1 0.47744 1 0.83243 1 0.61015 1 OR6B3 5 (2%) 197 0.73634 1 0.85902 1 0.76664 1 0.4177 1 0.11638 1 0.20536 1 0.78054 1 0.076349 1 OR2T27 10 (5%) 192 0.77334 1 0.01094 1 0.26452 1 0.54452 1 0.35448 1 0.16215 1 0.51158 1 0.23092 1 RAET1E 5 (2%) 197 0.84939 1 0.32342 1 0.18168 1 0.03323 1 0.74266 1 0.01868 1 0.55056 1 0.20352 1 SHROOM1 5 (2%) 197 0.62871 1 0.86111 1 1 1 1 1 1 1 0.25997 1 0.89942 1 0.077349 1 OR52I2 6 (3%) 196 0.76418 1 1 1 0.34361 1 0.16421 1 0.76849 1 0.04799 1 0.2951 1 0.33918 1 OR13C2 4 (2%) 198 0.17304 1 0.20251 1 0.084919 1 0.070629 1 0.4526 1 0.13628 1 0.66961 1 0.13789 1 LIPC 6 (3%) 196 0.87913 1 1 1 0.11945 1 0.74665 1 0.243 1 0.9694 1 0.33006 1 0.97194 1 FAM22F 4 (2%) 198 0.17267 1 0.01142 1 0.03424 1 0.04128 1 0.18045 1 0.82536 1 0.00101 0.803 0.30155 1 GLRX3 4 (2%) 198 0.29876 1 0.36759 1 0.11353 1 0.02131 1 0.45125 1 0.0079199 1 0.28551 1 0.20131 1 HOXA4 5 (2%) 197 0.85062 1 0.38757 1 0.9311 1 0.84363 1 0.29336 1 0.084679 1 0.39269 1 0.2062 1 DENND4B 9 (4%) 193 0.3834 1 0.19821 1 0.051919 1 0.21701 1 0.37508 1 0.2234 1 0.4758 1 0.37958 1 ESX1 6 (3%) 196 0.87858 1 0.66397 1 0.15725 1 0.19563 1 0.88078 1 0.25645 1 0.12842 1 0.13536 1 SLFN12L 6 (3%) 196 1 1 0.28172 1 0.43295 1 0.84312 1 0.88251 1 0.81287 1 0.45622 1 0.91627 1 FKBP4 5 (2%) 197 0.534 1 0.38427 1 0.34534 1 0.24717 1 0.84739 1 0.55402 1 0.27914 1 0.43058 1 AQP7 9 (4%) 193 0.91082 1 0.02258 1 0.1635 1 0.44877 1 0.16938 1 0.23283 1 0.60641 1 0.15243 1 MAP4K5 10 (5%) 192 0.38432 1 0.91864 1 0.54961 1 1 1 1 1 0.3729 1 0.60721 1 0.63395 1 BCL11A 7 (3%) 195 0.79512 1 0.48334 1 0.75462 1 0.073319 1 0.00489 1 0.18874 1 0.30256 1 0.13437 1