Clinical Features Time to Death AGE PRIMARY.SITE.OF.DISEASE GENDER LYMPH.NODE.METASTASIS TUMOR.STAGECODE NEOPLASM.DISEASESTAGE nMutated (%) nWild-Type logrank test_P logrank test_Q t-test_P t-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 t-test_P t-test_Q Chi-square test_P Chi-square test_Q NRAS 8 (32%) 17 0.056417 1 0.57718 1 0.11564 1 1 1 0.20799 1 NA NA 0.71046 1 TPTE 14 (56%) 11 0.74583 1 0.19157 1 1 1 0.23368 1 0.88578 1 NA NA 0.46567 1 TP53 7 (28%) 18 0.38094 1 0.38924 1 0.51064 1 1 1 0.20865 1 NA NA 0.89873 1 GRXCR1 7 (28%) 18 0.11298 1 0.99891 1 0.51064 1 0.63956 1 0.52785 1 NA NA 0.55994 1 BRAF 7 (28%) 18 0.67253 1 0.14516 1 0.71888 1 0.63956 1 0.52785 1 NA NA 0.44128 1 TRAT1 7 (28%) 18 0.50379 1 0.55345 1 0.71888 1 0.63956 1 0.65384 1 NA NA 0.49592 1 ZNF585B 8 (32%) 17 0.16676 1 0.5616 1 0.0036068 1 1 1 0.40588 1 NA NA 0.55994 1 TPTE2 11 (44%) 14 0.46409 1 0.32764 1 0.86526 1 1 1 0.37829 1 NA NA 0.31638 1 OR51S1 8 (32%) 17 0.22123 1 0.763 1 0.52799 1 1 1 0.48076 1 NA NA 0.17044 1 RAC1 4 (16%) 21 0.32413 1 0.26354 1 1 1 0.56996 1 0.48052 1 NA NA 0.58722 1 CDKN2A 5 (20%) 20 0.47165 1 0.15705 1 0.65744 1 1 1 1 1 NA NA 0.55387 1 C7 11 (44%) 14 0.86125 1 0.40093 1 0.86526 1 0.080976 1 0.88241 1 NA NA 0.7192 1 C15ORF23 5 (20%) 20 0.92321 1 0.3793 1 0.28014 1 1 1 0.35178 1 NA NA 0.32563 1 GLRB 6 (24%) 19 0.87477 1 0.58513 1 0.32174 1 0.34419 1 0.87019 1 NA NA 0.48347 1 FAM58A 3 (12%) 22 0.93211 1 0.88309 1 0.56478 1 0.52696 1 0.48052 1 NA NA NA NA EPHA6 11 (44%) 14 0.89648 1 0.44882 1 0.50145 1 1 1 0.3233 1 NA NA 0.40565 1 NAP1L2 7 (28%) 18 0.75375 1 0.87752 1 0.41693 1 0.15633 1 1 1 NA NA 0.34866 1 OR4K5 8 (32%) 17 0.37907 1 0.078469 1 0.33364 1 1 1 0.04429 1 NA NA 0.7192 1 SLC9A11 11 (44%) 14 0.34279 1 0.95351 1 0.27688 1 1 1 0.88241 1 NA NA 0.34866 1 ADAMTS20 15 (60%) 10 0.17137 1 0.31996 1 0.30026 1 1 1 0.20048 1 NA NA 0.44535 1 SLC38A4 9 (36%) 16 0.043183 1 0.52578 1 0.41203 1 0.18219 1 0.8931 1 NA NA 0.40565 1 OR2T2 5 (20%) 20 0.8434 1 0.34365 1 0.5444 1 1 1 0.35178 1 NA NA 0.91176 1 PRB2 9 (36%) 16 0.46906 1 0.14309 1 0.74521 1 1 1 0.88241 1 NA NA 0.81156 1 COL21A1 10 (40%) 15 0.78974 1 0.92887 1 0.30026 1 0.087539 1 0.88241 1 NA NA 0.44535 1 OR4N2 9 (36%) 16 0.94721 1 0.63515 1 0.54678 1 0.02176 1 0.8931 1 NA NA 0.60934 1 PROX1 6 (24%) 19 0.33826 1 0.78763 1 0.26522 1 0.62372 1 0.26274 1 NA NA 0.34866 1 ANGPT1 9 (36%) 16 0.17915 1 0.82265 1 0.35324 1 1 1 0.56178 1 NA NA 0.7192 1 C8A 8 (32%) 17 0.1263 1 0.10816 1 0.076637 1 0.20518 1 0.070702 1 NA NA 0.48347 1 SERPINB11 7 (28%) 18 0.34192 1 0.55974 1 0.71888 1 1 1 1 1 NA NA 0.39044 1 C18ORF34 10 (40%) 15 0.49667 1 0.67546 1 0.42428 1 0.66682 1 1 1 NA NA 0.85422 1 FRG2B 5 (20%) 20 0.5963 1 0.29969 1 0.5444 1 0.023452 1 1 1 NA NA 0.55387 1 LPPR1 4 (16%) 21 0.28074 1 0.79577 1 0.49644 1 0.26893 1 0.48052 1 NA NA NA NA THEMIS 7 (28%) 18 0.21744 1 0.64912 1 0.51064 1 0.63956 1 0.59911 1 NA NA 0.85422 1 SNAP91 7 (28%) 18 0.22576 1 0.32915 1 0.51064 1 0.3623 1 1 1 NA NA 0.34866 1 SLC27A6 8 (32%) 17 0.5592 1 0.083092 1 0.52799 1 1 1 0.69711 1 NA NA 0.092317 1 CXORF22 8 (32%) 17 0.86756 1 0.49944 1 0.62054 1 0.35922 1 0.32931 1 NA NA 0.80465 1 NOBOX 8 (32%) 17 0.10574 1 0.36702 1 0.52799 1 1 1 0.52785 1 NA NA 0.51217 1 MUC7 5 (20%) 20 0.071006 1 0.01465 1 0.28014 1 1 1 0.70793 1 NA NA 0.49592 1 GIMAP7 5 (20%) 20 0.11838 1 0.82069 1 1 1 1 1 0.045511 1 NA NA 0.11683 1 SYT17 5 (20%) 20 0.85545 1 0.28501 1 0.28014 1 1 1 0.17537 1 NA NA 0.55387 1 ASB15 8 (32%) 17 0.036902 1 0.60138 1 1 1 1 1 0.10603 1 NA NA 0.19755 1 OR4A15 6 (24%) 19 0.62498 1 0.033558 1 0.32174 1 1 1 0.015127 1 NA NA 0.73814 1 PROL1 7 (28%) 18 0.66469 1 0.43808 1 0.71888 1 0.3623 1 0.29707 1 NA NA 0.80465 1 DSG3 13 (52%) 12 0.60384 1 0.47196 1 0.064504 1 0.67277 1 0.67002 1 NA NA 0.12571 1 OPRK1 9 (36%) 16 0.078961 1 0.69117 1 0.63497 1 1 1 0.53268 1 NA NA 0.6326 1 PCSK5 10 (40%) 15 0.37631 1 0.974 1 0.8622 1 1 1 0.28829 1 NA NA 0.46567 1 OR52A1 6 (24%) 19 0.51093 1 0.90751 1 0.0090344 1 0.62372 1 0.056495 1 NA NA 0.61435 1 ACSM2B 8 (32%) 17 0.38387 1 0.59026 1 0.24109 1 0.20518 1 0.56178 1 NA NA 0.19534 1 NOL4 11 (44%) 14 0.79683 1 0.47192 1 0.50145 1 0.23368 1 0.66102 1 NA NA 0.72697 1 PPFIA2 9 (36%) 16 0.97712 1 0.6458 1 0.74521 1 0.66076 1 0.04429 1 NA NA 0.075181 1 IL1F8 5 (20%) 20 0.77653 1 0.41245 1 0.056503 1 1 1 0.35178 1 NA NA 0.57144 1 UGT2A1 6 (24%) 19 0.41812 1 0.055796 1 0.13764 1 0.62372 1 0.14208 1 NA NA 0.80465 1 SYT13 3 (12%) 22 0.19979 1 0.54881 1 0.15217 1 1 1 NA NA NA NA NA NA ASAH2 6 (24%) 19 0.5688 1 0.30595 1 0.83043 1 0.62372 1 0.40143 1 NA NA 0.34866 1 ZNF679 7 (28%) 18 0.66108 1 0.91615 1 0.84382 1 1 1 1 1 NA NA 0.27501 1 C10ORF54 4 (16%) 21 0.64393 1 0.39327 1 0.49644 1 0.26893 1 0.35178 1 NA NA 0.23596 1 C10ORF120 6 (24%) 19 0.29719 1 0.26744 1 0.26522 1 0.34419 1 1 1 NA NA 0.75171 1 CHSY1 4 (16%) 21 0.63296 1 0.95547 1 0.78419 1 1 1 0.35178 1 NA NA 0.16747 1 CSF2RA 6 (24%) 19 0.39506 1 0.57807 1 0.39881 1 1 1 0.87019 1 NA NA 0.095033 1 KCND2 8 (32%) 17 0.80403 1 0.76661 1 0.4447 1 0.35922 1 0.26274 1 NA NA 0.75171 1 SPEF2 11 (44%) 14 0.31466 1 0.78216 1 1 1 0.38917 1 0.79601 1 NA NA 0.23306 1 RPGRIP1 6 (24%) 19 0.017258 1 0.55106 1 0.17398 1 0.12917 1 0.65384 1 NA NA 0.24303 1 OR2L3 3 (12%) 22 0.51148 1 0.073497 1 0.76261 1 1 1 0.48052 1 NA NA 0.85422 1 CCDC54 5 (20%) 20 0.36862 1 0.83277 1 0.34743 1 1 1 1 1 NA NA NA NA KLHL14 5 (20%) 20 0.14193 1 0.94156 1 1 1 1 1 0.13495 1 NA NA 0.85422 1 ZFX 7 (28%) 18 0.24169 1 0.63487 1 0.21021 1 1 1 0.52785 1 NA NA 0.55994 1 KLHL13 10 (40%) 15 0.25001 1 0.94013 1 1 1 0.19355 1 0.8931 1 NA NA 0.75171 1 NSUN7 3 (12%) 22 0.83298 1 0.41425 1 0.27087 1 1 1 0.68379 1 NA NA 0.85422 1 VEGFC 6 (24%) 19 0.97536 1 0.30091 1 0.32174 1 0.059289 1 0.70793 1 NA NA 0.49592 1 TMEM202 5 (20%) 20 0.48758 1 0.0021065 0.925 0.22631 1 0.28327 1 0.13495 1 NA NA 0.43818 1 ERC2 12 (48%) 13 0.020035 1 0.80055 1 0.083753 1 0.030206 1 0.16701 1 NA NA 0.14061 1 GRM3 10 (40%) 15 0.37005 1 0.93155 1 0.8622 1 0.40179 1 0.13024 1 NA NA 0.13822 1 CDH12 8 (32%) 17 0.31298 1 0.40557 1 0.33364 1 0.35922 1 0.52785 1 NA NA 0.08095 1 SIRPB1 6 (24%) 19 0.75182 1 0.30348 1 0.17398 1 0.12917 1 0.70793 1 NA NA 0.78781 1