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 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 CDKN2A 12 (19%) 50 0.010129 1 0.84885 1 0.69476 1 0.32342 1 0.26603 1 0.50705 1 0.88776 1 0.8873 1 TP53 13 (21%) 49 0.36786 1 0.027648 1 1 1 0.075248 1 0.92748 1 0.48082 1 0.5334 1 0.061918 1 MUM1L1 13 (21%) 49 0.73665 1 0.62877 1 0.23512 1 0.32182 1 0.11346 1 0.051684 1 0.26567 1 0.80465 1 CD163L1 21 (34%) 41 0.83702 1 0.021264 1 1 1 0.20857 1 0.79158 1 0.6552 1 0.28914 1 0.84712 1 PSG4 12 (19%) 50 0.11028 1 1 1 1 1 0.37 1 0.77774 1 0.77168 1 0.24299 1 0.3894 1 PPP6C 10 (16%) 52 0.82233 1 0.68772 1 0.60499 1 0.22039 1 0.62397 1 0.61319 1 0.46864 1 0.43626 1 ZNF99 16 (26%) 46 0.20091 1 0.81705 1 0.32027 1 0.19571 1 0.057665 1 0.70184 1 0.67455 1 0.67081 1 KHDRBS2 10 (16%) 52 0.28706 1 0.23354 1 0.12739 1 0.69922 1 0.15045 1 0.059618 1 0.45621 1 0.59229 1 POTEG 10 (16%) 52 0.17941 1 0.62404 1 0.69476 1 0.096913 1 0.62397 1 0.49557 1 0.17265 1 0.67316 1 MARCO 13 (21%) 49 0.10701 1 0.42504 1 0.45058 1 0.99742 1 0.10354 1 0.060602 1 0.33223 1 0.29446 1 SGCZ 9 (15%) 53 0.80381 1 0.35391 1 0.020196 1 0.57815 1 1 1 0.65562 1 0.74064 1 1 1 GLRB 10 (16%) 52 0.77494 1 0.1111 1 0.40748 1 0.14119 1 0.42841 1 0.90444 1 0.61918 1 0.51237 1 OR2W1 8 (13%) 54 0.049477 1 0.079042 1 1 1 0.65466 1 0.8903 1 0.88974 1 0.12612 1 1 1 C4ORF22 7 (11%) 55 0.71156 1 1 1 0.10603 1 0.2607 1 0.18511 1 0.88338 1 0.94589 1 0.58083 1 UGT2B28 11 (18%) 51 0.79242 1 0.17744 1 0.69476 1 0.45601 1 0.77815 1 0.48689 1 0.20892 1 0.76755 1 ZNF676 11 (18%) 51 0.10152 1 0.64773 1 0.69476 1 0.55909 1 0.77815 1 1 1 0.90922 1 0.29944 1 LIPI 9 (15%) 53 0.83288 1 1 1 1 1 0.58948 1 0.18474 1 1 1 0.56519 1 0.85881 1 CADM2 8 (13%) 54 0.21378 1 0.35769 1 1 1 0.73075 1 0.72574 1 1 1 0.32969 1 0.01729 1 CDH9 11 (18%) 51 0.93776 1 0.11139 1 0.69476 1 0.37 1 0.4155 1 0.48689 1 0.69967 1 0.68302 1 OR52E2 7 (11%) 55 0.037438 1 0.77961 1 0.66142 1 0.81532 1 1 1 0.67665 1 1 1 0.712 1 CLEC5A 5 (8%) 57 0.23331 1 0.50894 1 0.10603 1 0.14389 1 0.24581 1 0.15483 1 0.17434 1 1 1 HIST1H2AA 5 (8%) 57 1 1 0.61239 1 1 1 0.7687 1 0.72948 1 0.4387 1 0.27737 1 0.11735 1 KIAA1257 8 (13%) 54 0.74999 1 0.45065 1 0.020196 1 0.57815 1 0.72574 1 1 1 0.61491 1 0.72849 1 PCDH18 16 (26%) 46 0.47707 1 0.93561 1 0.48012 1 0.37223 1 0.15408 1 0.61804 1 0.95463 1 0.30027 1 SPOCK3 9 (15%) 53 0.10123 1 0.14579 1 0.40748 1 0.28142 1 0.73031 1 0.53689 1 0.18641 1 0.33803 1 OR2G6 10 (16%) 52 0.79856 1 0.01629 1 1 1 0.25616 1 0.74989 1 0.61319 1 0.96424 1 0.32151 1 STXBP5L 14 (23%) 48 0.47218 1 0.30277 1 0.48012 1 0.91267 1 0.51284 1 0.29595 1 0.32298 1 0.90177 1 CNGB3 15 (24%) 47 0.65882 1 0.75373 1 0.0083617 1 0.19837 1 0.45444 1 0.18805 1 0.92952 1 0.23078 1 HHIPL2 4 (6%) 58 0.35351 1 0.13936 1 1 1 NA NA 0.54511 1 0.66752 1 0.9094 1 1 1 OR10G8 6 (10%) 56 0.01371 1 0.14502 1 1 1 0.83921 1 0.014869 1 0.13233 1 0.62121 1 0.66789 1 UGT2B4 11 (18%) 51 0.91028 1 0.49309 1 1 1 0.67739 1 0.58951 1 0.22397 1 0.071693 1 1 1 ZBBX 11 (18%) 51 0.50712 1 1 1 1 1 0.52435 1 0.52885 1 0.18538 1 0.23243 1 1 1 C1QTNF9 6 (10%) 56 0.21312 1 0.75887 1 0.48718 1 NA NA 0.87071 1 1 1 0.93341 1 0.24905 1 HCRTR2 9 (15%) 53 0.53048 1 0.039483 1 1 1 0.642 1 0.73031 1 0.53689 1 0.060585 1 0.33803 1 KRT78 7 (11%) 55 0.90264 1 0.10233 1 1 1 0.7687 1 0.46936 1 0.88338 1 0.64555 1 0.078974 1 BCLAF1 14 (23%) 48 0.76588 1 0.32901 1 0.71643 1 0.91365 1 0.86531 1 0.3931 1 0.31756 1 0.51329 1 LPAR1 6 (10%) 56 0.45752 1 0.19369 1 1 1 0.65466 1 0.15679 1 0.099146 1 0.14765 1 0.40753 1 STK31 10 (16%) 52 0.13918 1 0.23354 1 0.60499 1 0.17497 1 0.16684 1 0.49557 1 0.86326 1 1 1 HBG2 4 (6%) 58 0.42278 1 1 1 1 1 0.01527 1 0.83038 1 1 1 0.9094 1 1 1 BAGE2 4 (6%) 58 0.54066 1 0.82857 1 0.48718 1 NA NA 0.088107 1 0.033115 1 0.38372 1 0.40688 1 ADH1B 6 (10%) 56 0.93769 1 0.42113 1 0.60499 1 0.6359 1 0.87071 1 1 1 0.32522 1 0.66789 1 CNTN4 12 (19%) 50 0.43814 1 0.78078 1 0.71643 1 0.56464 1 0.92252 1 1 1 1 1 0.14363 1 DEFA4 5 (8%) 57 1 1 0.36294 1 1 1 0.60707 1 0.20859 1 0.15483 1 0.74206 1 1 1 FAM117B 6 (10%) 56 0.74552 1 0.86777 1 0.60499 1 0.16176 1 0.48528 1 0.6328 1 0.93341 1 1 1 GFRAL 10 (16%) 52 0.42373 1 0.62404 1 0.34165 1 0.10482 1 0.031224 1 0.032527 1 0.60235 1 0.8668 1 ST8SIA3 8 (13%) 54 0.041561 1 0.40257 1 1 1 0.16943 1 1 1 0.71164 1 0.24903 1 1 1 DSPP 9 (15%) 53 0.28816 1 0.1646 1 1 1 0.36636 1 0.73031 1 0.53689 1 0.17035 1 0.85881 1 OR10K2 8 (13%) 54 0.3335 1 0.89341 1 0.66142 1 0.72948 1 0.35892 1 0.19312 1 0.37727 1 0.60747 1 CLEC17A 5 (8%) 57 0.32803 1 0.2116 1 1 1 0.43511 1 0.17622 1 0.4387 1 1 1 0.46955 1 POU6F2 9 (15%) 53 0.12744 1 0.2831 1 1 1 0.49703 1 1 1 1 1 0.92196 1 0.12978 1 LRRIQ3 10 (16%) 52 0.49783 1 0.83018 1 1 1 0.53371 1 0.067187 1 0.02303 1 0.96424 1 1 1 ARID2 11 (18%) 51 0.8144 1 1 1 1 1 0.30401 1 0.52885 1 0.22397 1 0.66549 1 0.35471 1 GAS2 7 (11%) 55 0.8193 1 0.77961 1 1 1 0.81436 1 0.60404 1 1 1 0.74257 1 0.11097 1 SIRPB1 6 (10%) 56 0.12129 1 0.75887 1 1 1 0.73075 1 0.64983 1 1 1 0.32522 1 0.24905 1 ACTC1 6 (10%) 56 0.78815 1 0.22394 1 0.60499 1 0.19095 1 0.36494 1 0.6328 1 0.53087 1 0.40753 1 PRB2 9 (15%) 53 0.31995 1 1 1 1 1 0.061194 1 0.54543 1 0.53689 1 0.859 1 0.85881 1 C15ORF23 4 (6%) 58 0.2585 1 0.1942 1 1 1 0.7687 1 1 1 1 1 0.10176 1 0.40688 1 FASLG 5 (8%) 57 0.050748 1 0.61239 1 1 1 0.65466 1 1 1 1 1 0.093996 1 0.16348 1 PAK7 12 (19%) 50 0.57671 1 0.52041 1 0.40748 1 0.36054 1 0.56454 1 0.29415 1 0.010058 1 0.25414 1 SIGLEC14 6 (10%) 56 0.19185 1 0.35701 1 1 1 NA NA 0.56363 1 0.74556 1 0.27441 1 0.40753 1 TPTE2 8 (13%) 54 0.60064 1 0.80366 1 0.66142 1 0.58459 1 0.43924 1 0.55377 1 0.41824 1 0.72849 1 APBB1IP 6 (10%) 56 0.25011 1 1 1 0.48718 1 NA NA 1 1 1 1 0.55956 1 0.24905 1 ANGPT1 8 (13%) 54 0.95582 1 0.56978 1 0.60499 1 0.73075 1 0.2525 1 0.06417 1 0.2071 1 1 1 ARL16 3 (5%) 59 0.11148 1 1 1 1 1 0.83921 1 1 1 0.78678 1 0.18041 1 0.26282 1 ARMC4 15 (24%) 47 0.80779 1 0.8694 1 1 1 0.47109 1 0.25876 1 0.1589 1 0.37689 1 0.65783 1 CD2 3 (5%) 59 0.88154 1 0.28157 1 1 1 NA NA 0.62538 1 0.78678 1 0.27134 1 1 1 FRG2B 5 (8%) 57 0.15795 1 0.30547 1 1 1 0.50818 1 0.17622 1 0.26605 1 0.85942 1 0.16348 1 KRTAP12-1 3 (5%) 59 0.78001 1 0.62964 1 0.48718 1 NA NA 0.4849 1 0.11666 1 0.51269 1 1 1 CYP4X1 7 (11%) 55 0.35268 1 0.41763 1 1 1 0.01527 1 0.77912 1 0.67665 1 0.74257 1 0.712 1 DSG1 14 (23%) 48 0.95181 1 0.80503 1 0.69476 1 0.074878 1 1 1 1 1 0.54135 1 0.90177 1 ADAM7 13 (21%) 49 0.29152 1 0.1604 1 0.18176 1 0.82106 1 0.033311 1 0.17241 1 0.46515 1 0.55753 1 KCNQ5 10 (16%) 52 0.96434 1 0.028652 1 1 1 0.2567 1 0.31165 1 0.14616 1 0.5083 1 0.031651 1 POF1B 10 (16%) 52 0.9013 1 0.83018 1 1 1 0.55125 1 1 1 0.378 1 0.67769 1 0.43626 1 TCEB3C 7 (11%) 55 0.78218 1 0.20552 1 1 1 0.16943 1 1 1 0.88338 1 0.012171 1 0.01502 1 F2RL1 6 (10%) 56 0.55567 1 1 1 1 1 0.60177 1 0.75757 1 1 1 0.028892 1 0.66789 1 SNCAIP 12 (19%) 50 0.065898 1 0.71739 1 1 1 0.78613 1 0.28696 1 0.07346 1 0.0034339 1 0.78398 1 LOC649330 8 (13%) 54 0.073779 1 0.6383 1 1 1 0.041685 1 0.2525 1 0.71164 1 0.71439 1 1 1 UGT2A3 8 (13%) 54 0.21378 1 0.50708 1 1 1 0.70057 1 0.3981 1 0.090922 1 0.023799 1 0.10227 1 C3ORF71 3 (5%) 59 0.40592 1 0.38152 1 1 1 0.34224 1 0.77255 1 0.78678 1 0.76388 1 0.15658 1 NDUFA13 4 (6%) 58 0.088482 1 0.25135 1 1 1 NA NA 1 1 1 1 0.15539 1 0.40688 1 ZIM3 8 (13%) 54 0.071171 1 0.01995 1 1 1 0.056724 1 0.35892 1 0.30295 1 0.71439 1 1 1 DDX3X 7 (11%) 55 0.90264 1 0.77961 1 0.10603 1 0.13146 1 0.21145 1 0.67665 1 0.43752 1 0.712 1 LILRB4 8 (13%) 54 0.87793 1 1 1 1 1 0.78341 1 0.076374 1 0.55377 1 0.089696 1 0.85881 1 TLR4 11 (18%) 51 0.53145 1 0.28766 1 1 1 0.64227 1 0.91334 1 0.40217 1 0.6044 1 0.4167 1 ZNF479 5 (8%) 57 0.48561 1 0.0044687 1 0.23077 1 0.087438 1 0.61782 1 0.4387 1 0.043673 1 0.045501 1 GABRG1 8 (13%) 54 0.41489 1 0.56978 1 0.66142 1 0.35728 1 0.3981 1 0.30295 1 0.49287 1 0.72849 1 KLRC3 4 (6%) 58 0.70171 1 0.37561 1 0.60499 1 0.14389 1 1 1 1 1 0.13699 1 0.13935 1 OR1N2 7 (11%) 55 0.85981 1 0.17965 1 1 1 0.20125 1 0.1594 1 0.14147 1 0.0045546 1 0.057276 1 HHLA2 6 (10%) 56 0.55567 1 0.08182 1 0.047124 1 0.00013526 0.114 0.48528 1 0.21078 1 0.0018197 1 0.040879 1 SYCE1 6 (10%) 56 0.3427 1 0.56778 1 1 1 0.8087 1 0.064807 1 0.48899 1 0.47429 1 0.51799 1 RGPD3 12 (19%) 50 0.37077 1 0.61562 1 0.18176 1 0.17862 1 0.43486 1 1 1 0.48072 1 0.064676 1 CDH10 13 (21%) 49 0.31842 1 0.85858 1 0.69476 1 0.25289 1 0.92748 1 1 1 0.56702 1 0.80465 1 C6ORF105 5 (8%) 57 0.23331 1 1 1 1 1 0.35862 1 0.17622 1 0.26605 1 0.59901 1 0.35374 1 FPR2 5 (8%) 57 0.80477 1 0.72659 1 0.60499 1 0.58034 1 0.84646 1 0.62501 1 1 1 0.16348 1 UGT1A7 4 (6%) 58 1 1 1 1 1 1 0.65808 1 0.83038 1 0.66752 1 0.060676 1 1 1 JAKMIP1 9 (15%) 53 0.14628 1 0.4914 1 1 1 0.37736 1 0.66175 1 1 1 0.64371 1 0.64936 1 CYLC2 6 (10%) 56 0.3427 1 0.75887 1 1 1 0.47532 1 0.36494 1 0.13233 1 0.0095836 1 0.13495 1 DRGX 6 (10%) 56 0.52896 1 0.30257 1 1 1 0.66174 1 0.64983 1 0.6328 1 1 1 0.82933 1 IDH1 5 (8%) 57 0.30726 1 0.093027 1 1 1 0.65808 1 0.093531 1 1 1 0.050015 1 0.080095 1 ASB5 6 (10%) 56 0.61328 1 0.86777 1 1 1 0.60832 1 0.42371 1 0.21078 1 0.157 1 0.40753 1 COL21A1 11 (18%) 51 0.14882 1 0.84307 1 1 1 0.92066 1 0.91334 1 0.40217 1 0.47124 1 0.61459 1 OR4M2 7 (11%) 55 0.60346 1 0.47548 1 1 1 0.41263 1 0.77912 1 1 1 0.94589 1 0.37788 1 ANKRD45 7 (11%) 55 0.042341 1 0.53719 1 1 1 0.60077 1 1 1 0.45329 1 0.677 1 0.19811 1 LCE1B 5 (8%) 57 0.25045 1 0.85221 1 0.60499 1 0.69185 1 0.29898 1 1 1 0.27737 1 0.35374 1 MGAM 21 (34%) 41 0.83702 1 0.53105 1 1 1 0.42788 1 0.28979 1 0.73823 1 0.80506 1 0.43239 1 ACSM2B 9 (15%) 53 0.53048 1 0.54469 1 1 1 0.91292 1 0.20448 1 0.3264 1 0.11215 1 0.75021 1