Clinical Features Time to Death AGE PRIMARY.SITE.OF.DISEASE GENDER DISTANT.METASTASIS 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 Chi-square test_P Chi-square test_Q Chi-square test_P Chi-square test_Q t-test_P t-test_Q Chi-square test_P Chi-square test_Q C15ORF23 11 (7%) 150 0.5792 1 0.66973 1 0.81862 1 0.74748 1 0.96985 1 0.48789 1 NA NA 0.67913 1 CDKN2A 27 (17%) 134 0.57088 1 0.99489 1 0.67053 1 1 1 0.82555 1 0.7464 1 NA NA 0.36564 1 NRAS 49 (30%) 112 0.6999 1 0.39373 1 0.45399 1 1 1 0.61802 1 0.90985 1 NA NA 0.59141 1 BRAF 82 (51%) 79 0.25616 1 0.096304 1 0.126 1 0.74631 1 0.56792 1 0.83492 1 NA NA 0.63462 1 OXA1L 5 (3%) 156 0.69515 1 0.61261 1 0.65638 1 1 1 0.99232 1 0.00011977 0.0711 NA NA 0.47997 1 TP53 26 (16%) 135 0.68661 1 0.069992 1 0.22083 1 0.82765 1 0.59027 1 0.096394 1 NA NA 0.46438 1 STK19 10 (6%) 151 0.41464 1 0.33549 1 1 1 0.49964 1 0.97548 1 0.96513 1 NA NA 0.7597 1 PTEN 13 (8%) 148 0.70296 1 0.23429 1 0.47259 1 0.55116 1 0.00028 0.165 0.83522 1 NA NA 0.032529 1 DSG1 26 (16%) 135 0.090691 1 0.95604 1 0.6619 1 1 1 0.83824 1 0.25447 1 NA NA 0.42216 1 PPP6C 15 (9%) 146 0.0041157 1 0.64684 1 0.64583 1 1 1 0.40178 1 0.048106 1 NA NA 0.7553 1 RAC1 12 (7%) 149 0.089782 1 0.41537 1 0.57889 1 1 1 0.96985 1 0.89535 1 NA NA 0.30331 1 AOAH 17 (11%) 144 0.69514 1 0.10031 1 0.010773 1 0.79123 1 0.36217 1 0.021889 1 NA NA 0.73493 1 IDH1 8 (5%) 153 0.69727 1 0.0048264 1 1 1 0.4659 1 0.98055 1 0.98087 1 NA NA 0.70329 1 OR51S1 17 (11%) 144 0.66768 1 0.42437 1 0.19695 1 1 1 0.93366 1 0.049636 1 NA NA 0.20077 1 IL32 7 (4%) 154 0.033469 1 0.70243 1 0.53842 1 0.70763 1 0.98505 1 0.83346 1 NA NA 0.0083185 1 PPIAL4G 11 (7%) 150 0.091662 1 0.037313 1 0.74061 1 0.33075 1 0.96985 1 0.032721 1 NA NA 0.96989 1 UGT2B15 17 (11%) 144 0.64694 1 0.35961 1 0.77265 1 0.11187 1 0.11696 1 0.12559 1 NA NA 0.14005 1 TTN 127 (79%) 34 0.18586 1 0.83739 1 1 1 0.16616 1 0.49625 1 0.35318 1 NA NA 0.37613 1 THEMIS 16 (10%) 145 0.71661 1 0.40917 1 0.57578 1 1 1 0.92489 1 0.22348 1 NA NA 0.61883 1 LRTM1 16 (10%) 145 0.88624 1 0.65426 1 0.71249 1 0.052718 1 0.038122 1 0.18554 1 NA NA 0.61101 1 TCEB3C 23 (14%) 138 0.33368 1 0.4723 1 0.8645 1 0.15989 1 0.86246 1 0.53269 1 NA NA 0.4576 1 ELF5 4 (2%) 157 0.56222 1 0.77507 1 0.60025 1 1 1 0.99721 1 0.27999 1 NA NA 0.96974 1 GPR141 12 (7%) 149 0.61048 1 0.99343 1 0.30822 1 0.53789 1 0.95696 1 0.056978 1 NA NA 0.28782 1 NMNAT3 5 (3%) 156 0.93282 1 0.54512 1 0.04775 1 1 1 0.99506 1 2.8875e-12 1.73e-09 NA NA 0.12007 1 EIF2B1 8 (5%) 153 0.78157 1 0.772 1 0.083826 1 1 1 0.98505 1 0.93811 1 NA NA 0.97466 1 CHGB 18 (11%) 143 0.12753 1 0.91813 1 0.51885 1 1 1 0.92489 1 0.15352 1 NA NA 0.17266 1 COPG2 3 (2%) 158 0.45387 1 0.99708 1 0.72539 1 1 1 0.99721 1 0.99 1 NA NA 0.044186 1 RAPGEF5 8 (5%) 153 0.99683 1 0.35962 1 0.10035 1 0.25977 1 0.98898 1 0.00027873 0.165 NA NA 0.33083 1 MS4A2 8 (5%) 153 0.57971 1 0.52841 1 0.13612 1 0.25977 1 0.98505 1 0.0094035 1 NA NA 0.86749 1 MPP7 19 (12%) 142 0.99227 1 0.023035 1 0.89145 1 0.44825 1 0.47102 1 0.097621 1 NA NA 0.93531 1 C1QTNF9 10 (6%) 151 0.1764 1 0.63588 1 0.066424 1 0.32766 1 0.96985 1 0.90164 1 NA NA 0.70214 1 DNAH7 60 (37%) 101 0.41356 1 0.072962 1 0.55222 1 0.12753 1 0.24736 1 0.27997 1 NA NA 0.93894 1 FAM58A 3 (2%) 158 0.46672 1 0.40952 1 0.72539 1 0.29915 1 0.99721 1 0.41027 1 NA NA NA NA LCE1B 9 (6%) 152 0.061943 1 0.74967 1 0.081719 1 0.72558 1 0.98055 1 0.9334 1 NA NA 0.67445 1 SCN5A 40 (25%) 121 0.63481 1 0.19898 1 0.45069 1 0.57489 1 0.26692 1 0.48086 1 NA NA 0.43892 1 C6ORF223 3 (2%) 158 0.6614 1 0.60267 1 1 1 0.29915 1 0.99721 1 0.69724 1 NA NA 0.34139 1 ANKRD20A4 4 (2%) 157 0.44898 1 0.53122 1 0.77753 1 0.29745 1 0.99506 1 1.6179e-05 0.00966 NA NA 0.56372 1 LOC649330 20 (12%) 141 0.44399 1 0.030964 1 0.64287 1 0.32445 1 0.91563 1 0.23535 1 NA NA 0.60406 1 KLRC3 4 (2%) 157 0.47093 1 0.68282 1 0.77753 1 0.62431 1 0.99506 1 0.37874 1 NA NA 0.84799 1 UNC119B 3 (2%) 158 0.99895 1 0.37538 1 1 1 1 1 0.99721 1 0.99 1 NA NA 0.55453 1 PENK 15 (9%) 146 0.72302 1 0.61054 1 0.076368 1 0.57524 1 0.94971 1 0.10587 1 NA NA 0.37161 1 OR4E2 16 (10%) 145 0.13071 1 0.58712 1 0.39439 1 0.41591 1 0.40178 1 0.14388 1 NA NA 0.55621 1 TSHB 4 (2%) 157 0.47107 1 0.95044 1 0.030541 1 1 1 0.99506 1 1.9387e-06 0.00116 NA NA 0.31899 1 PRC1 9 (6%) 152 0.63525 1 0.44485 1 0.55147 1 0.48793 1 0.98055 1 0.71715 1 NA NA 0.93064 1 SORT1 5 (3%) 156 0.34028 1 0.5997 1 0.059171 1 0.65302 1 0.99232 1 0.6963 1 NA NA 0.14748 1 PCDP1 12 (7%) 149 0.3638 1 0.57959 1 0.6884 1 0.53789 1 0.96985 1 0.032721 1 NA NA 0.14825 1 ZFP106 6 (4%) 155 0.52423 1 0.00061539 0.363 0.49122 1 0.086413 1 0.98898 1 0.80957 1 NA NA 0.38172 1 TCHHL1 25 (16%) 136 0.7744 1 0.03101 1 0.19234 1 0.65793 1 0.1504 1 0.2069 1 NA NA 0.10574 1 OR2W1 13 (8%) 148 0.5465 1 0.045886 1 0.84755 1 0.55116 1 0.95696 1 0.011625 1 NA NA 0.93054 1 LRRC4C 25 (16%) 136 0.35892 1 0.055315 1 0.16115 1 0.65793 1 0.86246 1 0.42082 1 NA NA 0.92762 1 SERPINB10 7 (4%) 154 0.43713 1 0.3269 1 0.23607 1 0.42422 1 0.98898 1 0.0024535 1 NA NA 0.84454 1 C18ORF26 13 (8%) 148 0.60806 1 0.60964 1 0.038709 1 0.13512 1 0.96367 1 0.066808 1 NA NA 0.87162 1 TBC1D3B 3 (2%) 158 0.0019848 1 0.40362 1 0.28548 1 1 1 NA NA NA NA NA NA NA NA CCNE2 10 (6%) 151 0.032427 1 0.87884 1 0.14115 1 1 1 0.96985 1 0.94609 1 NA NA 0.47619 1 CAPZA3 13 (8%) 148 0.85919 1 0.097265 1 0.51452 1 1 1 0.31945 1 0.11397 1 NA NA 0.78205 1 PROL1 15 (9%) 146 0.90699 1 0.22361 1 0.1685 1 0.25968 1 0.02768 1 0.12675 1 NA NA 0.80748 1 CYP4X1 12 (7%) 149 0.55233 1 0.54335 1 0.8335 1 0.76011 1 0.96367 1 0.017279 1 NA NA 0.92412 1 GCOM1 17 (11%) 144 0.36268 1 0.1649 1 0.25008 1 0.60224 1 0.43807 1 0.25543 1 NA NA 0.13482 1 DGAT2L6 9 (6%) 152 0.36839 1 0.34937 1 0.031164 1 1 1 0.97548 1 0.011288 1 NA NA 0.76212 1 EIF3D 3 (2%) 158 0.044383 1 0.48065 1 0.72539 1 0.29915 1 0.99721 1 0.97855 1 NA NA 0.62777 1 B2M 4 (2%) 157 0.57747 1 0.40142 1 0.77753 1 0.29745 1 0.99721 1 0.99 1 NA NA 0.65523 1 KCNB2 43 (27%) 118 0.71575 1 0.53289 1 0.45931 1 1 1 0.29273 1 0.14363 1 NA NA 0.10582 1 KIAA2022 31 (19%) 130 0.51366 1 0.014374 1 0.27156 1 0.40856 1 0.8125 1 0.12191 1 NA NA 0.34913 1 C9ORF119 5 (3%) 156 0.33311 1 0.33968 1 1 1 0.15912 1 0.99232 1 5.9054e-05 0.0351 NA NA 0.81709 1 TUBAL3 8 (5%) 153 0.81106 1 0.63198 1 0.38832 1 0.71143 1 0.99232 1 2.5878e-05 0.0154 NA NA 0.62082 1 C2 7 (4%) 154 0.48493 1 0.88266 1 0.74233 1 1 1 0.98898 1 0.00017194 0.102 NA NA 0.34948 1 KIAA1486 19 (12%) 142 0.3318 1 0.027448 1 0.11601 1 0.073322 1 0.43807 1 0.23329 1 NA NA 0.70079 1 APCS 9 (6%) 152 0.72232 1 0.29054 1 0.26254 1 1 1 0.089504 1 0.0051084 1 NA NA 0.39279 1 SIRPB1 15 (9%) 146 0.84114 1 0.12781 1 0.24135 1 0.25968 1 0.94971 1 0.003185 1 NA NA 0.52391 1 CYP7B1 14 (9%) 147 0.71631 1 0.73348 1 0.73171 1 0.25924 1 0.95696 1 0.11128 1 NA NA 0.93495 1 SGCZ 19 (12%) 142 0.24318 1 0.89678 1 0.94513 1 1 1 0.94194 1 0.048226 1 NA NA 0.18328 1 PDE1A 26 (16%) 135 0.66637 1 0.12962 1 0.018657 1 0.65731 1 0.83824 1 0.13649 1 NA NA 0.70849 1 CYP4Z1 13 (8%) 148 0.19208 1 0.23946 1 1 1 1 1 0.27408 1 0.065899 1 NA NA 0.68393 1 FAM113B 16 (10%) 145 0.32691 1 0.2779 1 0.0035288 1 0.052718 1 0.92489 1 0.16905 1 NA NA 0.16208 1 SLC10A2 15 (9%) 146 0.4941 1 0.23833 1 0.15403 1 0.78414 1 0.94194 1 0.032034 1 NA NA 0.08253 1 CX3CL1 3 (2%) 158 0.42697 1 0.93811 1 0.46944 1 1 1 NA NA NA NA NA NA NA NA C2ORF39 8 (5%) 153 0.58256 1 0.22011 1 1 1 0.71143 1 0.053031 1 0.0070851 1 NA NA 0.57573 1 IGF2BP3 3 (2%) 158 0.85416 1 0.68747 1 0.46944 1 1 1 NA NA NA NA NA NA NA NA SLC9A11 28 (17%) 133 0.76636 1 0.70987 1 0.73221 1 0.084451 1 0.62033 1 0.42239 1 NA NA 0.42034 1 HRNR 37 (23%) 124 0.34646 1 0.38987 1 0.91291 1 0.011562 1 0.67371 1 0.45056 1 NA NA 0.60177 1 DDX3X 16 (10%) 145 0.5702 1 0.53819 1 0.54045 1 0.17164 1 0.0045641 1 0.9912 1 NA NA 0.70414 1 TRHDE 33 (20%) 128 0.61638 1 0.13825 1 0.10327 1 0.23124 1 0.67371 1 0.3247 1 NA NA 0.44933 1 SPTLC3 15 (9%) 146 0.21354 1 0.54645 1 0.34753 1 0.57524 1 0.93366 1 0.11937 1 NA NA 0.17702 1 ACD 7 (4%) 154 0.91218 1 0.56283 1 0.028581 1 0.42422 1 0.98505 1 0.0044235 1 NA NA 0.38402 1 ARL16 5 (3%) 156 0.2116 1 0.02708 1 0.059171 1 0.65302 1 0.99232 1 0.88489 1 NA NA 0.15676 1 PHGDH 8 (5%) 153 0.7756 1 0.69544 1 0.58799 1 0.027315 1 0.98898 1 0.0021668 1 NA NA 0.1427 1 DNER 15 (9%) 146 0.4786 1 0.10699 1 0.48454 1 0.053635 1 0.94194 1 0.21219 1 NA NA 0.3851 1