Clinical Features Time to Death AGE GENDER HISTOLOGICAL.TYPE PATHOLOGY.T PATHOLOGY.N PATHOLOGICSPREAD(M) TUMOR.STAGE COMPLETENESS.OF.RESECTION NUMBER.OF.LYMPH.NODES 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 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 Fisher's exact test_P Fisher's exact test_Q t-test_P t-test_Q CBWD1 14 (12%) 102 0.30281 1 0.022902 1 0.24295 1 0.31157 1 0.00058318 0.262 0.69218 1 0.5045 1 0.26361 1 0.54137 1 0.035997 1 KRAS 14 (12%) 102 0.35301 1 0.49574 1 0.24295 1 0.7005 1 0.79974 1 0.34765 1 0.62324 1 0.40987 1 0.050157 1 0.14732 1 PGM5 16 (14%) 100 0.96205 1 0.0018373 0.821 0.013754 1 0.49527 1 0.0044505 1 0.89795 1 0.55461 1 0.38104 1 0.44999 1 0.77294 1 RPL22 9 (8%) 107 0.47763 1 0.0449 1 0.47986 1 0.59102 1 0.052758 1 0.30288 1 0.00092503 0.415 0.098996 1 0.10704 1 0.0075507 1 TP53 52 (45%) 64 0.082625 1 0.51882 1 0.34531 1 0.020548 1 0.75391 1 0.97493 1 0.12306 1 0.7467 1 0.37644 1 0.88832 1 TRIM48 10 (9%) 106 0.32198 1 0.15745 1 0.19146 1 0.4484 1 0.092355 1 0.69765 1 0.050572 1 0.24063 1 0.033457 1 0.022037 1 XPOT 6 (5%) 110 NA NA 0.23807 1 0.68018 1 0.81237 1 1 1 0.64554 1 0.11363 1 0.4894 1 0.25027 1 NA NA PIK3CA 24 (21%) 92 0.40676 1 0.45706 1 0.25292 1 0.78886 1 0.66853 1 0.65517 1 1 1 0.37546 1 0.3244 1 0.54381 1 ACVR2A 13 (11%) 103 0.0015469 0.693 0.21825 1 0.1309 1 0.26321 1 0.12809 1 0.88078 1 0.37138 1 0.41384 1 0.34156 1 0.012031 1 RHOA 7 (6%) 109 0.096845 1 0.061455 1 0.7015 1 0.4512 1 0.55879 1 0.76531 1 0.68072 1 0.15674 1 1 1 0.67887 1 ARID1A 22 (19%) 94 0.22514 1 0.81405 1 0.052536 1 0.29807 1 0.1143 1 0.42175 1 0.019291 1 0.16819 1 0.032541 1 0.76997 1 OR8H3 10 (9%) 106 0.62582 1 0.42374 1 0.7377 1 0.078294 1 0.7744 1 0.11275 1 0.72413 1 0.6879 1 0.091856 1 0.44392 1 EDNRB 12 (10%) 104 0.8774 1 0.83141 1 0.53711 1 0.36531 1 0.23324 1 0.33927 1 0.45069 1 0.88484 1 0.28256 1 0.7859 1 ZNF804B 18 (16%) 98 0.90869 1 0.26742 1 0.60987 1 0.41612 1 1 1 0.13023 1 0.3819 1 0.024339 1 0.69408 1 0.98526 1 IRF2 8 (7%) 108 0.74044 1 0.23435 1 0.056775 1 0.76202 1 0.016586 1 0.87334 1 0.28831 1 0.92778 1 0.093689 1 0.13544 1 IAPP 4 (3%) 112 NA NA 0.48523 1 1 1 0.93652 1 1 1 0.89692 1 0.1895 1 0.10656 1 0.64695 1 0.029812 1 PCDH15 22 (19%) 94 0.85494 1 0.53444 1 0.63 1 0.8781 1 0.40706 1 0.75721 1 0.64863 1 0.22241 1 0.92082 1 0.39013 1 SPRYD5 8 (7%) 108 0.14313 1 0.13497 1 1 1 0.90376 1 0.052758 1 0.76531 1 0.10287 1 0.041087 1 0.53755 1 0.49242 1 TUSC3 9 (8%) 107 0.76027 1 0.27954 1 1 1 0.78263 1 0.46022 1 0.48756 1 0.32869 1 0.5507 1 0.63214 1 0.22203 1 FGF22 3 (3%) 113 NA NA 0.053855 1 0.56171 1 0.71216 1 NA NA NA NA 0.38117 1 NA NA 0.38213 1 NA NA HLA-B 9 (8%) 107 0.96326 1 0.71676 1 0.028026 1 0.55613 1 0.12608 1 0.11078 1 0.32869 1 0.30332 1 0.91573 1 1.7061e-07 7.78e-05 PTH2 3 (3%) 113 NA NA 0.78203 1 0.56171 1 0.77491 1 0.78004 1 0.37673 1 1 1 0.68722 1 0.7367 1 0.273 1 C17ORF63 3 (3%) 113 NA NA 0.52449 1 0.56171 1 0.83606 1 0.1206 1 0.43703 1 1 1 0.53207 1 1 1 NA NA SMAD4 7 (6%) 109 0.10336 1 0.050961 1 0.7015 1 0.663 1 0.9004 1 1 1 0.15254 1 1 1 0.093513 1 0.041789 1 POTEG 6 (5%) 110 0.22058 1 0.010143 1 0.68018 1 0.56782 1 0.64268 1 0.68337 1 1 1 0.80638 1 0.30917 1 3.6044e-05 0.0163 RNF43 13 (11%) 103 0.025684 1 0.061151 1 0.36789 1 0.15103 1 0.06204 1 0.88078 1 0.4838 1 0.18498 1 0.23285 1 0.13998 1 WBSCR17 12 (10%) 104 0.11617 1 0.18513 1 0.53711 1 0.28133 1 0.41896 1 0.96453 1 0.3329 1 0.83539 1 0.89343 1 0.003448 1 PHF2 12 (10%) 104 0.90489 1 0.016967 1 0.53711 1 0.40326 1 0.010636 1 0.59965 1 0.0039674 1 0.11776 1 0.30775 1 0.0090596 1 TPTE 14 (12%) 102 0.382 1 0.91966 1 0.40145 1 0.0039611 1 0.2833 1 0.2627 1 0.5045 1 0.97388 1 0.57951 1 2.5924e-06 0.00118 CDH1 11 (9%) 105 0.51575 1 0.1373 1 0.75114 1 0.11617 1 0.56458 1 0.78985 1 1 1 0.13394 1 0.30949 1 0.56477 1 CPS1 13 (11%) 103 0.86205 1 0.92188 1 0.24034 1 0.471 1 0.60765 1 0.52622 1 0.20206 1 0.94347 1 0.23285 1 3.1225e-07 0.000142 INO80E 5 (4%) 111 NA NA 0.93609 1 0.079766 1 0.8049 1 0.00048393 0.218 0.91325 1 0.55407 1 0.058734 1 0.093173 1 0.5369 1 ELF3 5 (4%) 111 0.54055 1 0.70137 1 0.38379 1 0.40222 1 0.36599 1 0.62317 1 1 1 0.92778 1 1 1 0.088661 1 PARK2 9 (8%) 107 0.72987 1 0.008738 1 1 1 0.10852 1 0.29215 1 0.35081 1 0.32869 1 0.19892 1 0.91573 1 0.0064188 1 LARP4B 5 (4%) 111 0.54055 1 0.44469 1 0.38379 1 0.40222 1 0.028555 1 0.89692 1 1 1 0.4894 1 0.83598 1 0.22138 1 OR6K3 6 (5%) 110 0.62958 1 0.43617 1 0.2125 1 0.15255 1 0.32202 1 1 1 0.309 1 0.14681 1 0.36027 1 0.87373 1 TM7SF4 7 (6%) 109 0.91498 1 0.55299 1 0.7015 1 0.8546 1 0.61906 1 0.84702 1 1 1 0.67594 1 1 1 0.28142 1 UPF3A 6 (5%) 110 0.64682 1 0.25258 1 0.68018 1 0.86044 1 0.0020325 0.906 0.78907 1 0.21005 1 0.24444 1 0.51128 1 3.6044e-05 0.0163 C7ORF63 5 (4%) 111 0.47135 1 0.42019 1 0.079766 1 0.32184 1 0.022269 1 0.64554 1 0.15507 1 0.58691 1 0.077345 1 NA NA KDM4B 10 (9%) 106 0.80969 1 0.077757 1 0.013584 1 0.43481 1 0.12608 1 0.84702 1 0.36944 1 0.51232 1 0.18891 1 0.31575 1 KIAA0748 7 (6%) 109 0.3374 1 0.37522 1 1 1 0.735 1 0.69868 1 0.56752 1 1 1 0.19892 1 1 1 0.80662 1 OR8B4 3 (3%) 113 0.54055 1 0.78237 1 0.56171 1 0.38856 1 0.3574 1 0.081959 1 1 1 0.29192 1 0.7367 1 0.94803 1 POM121L12 7 (6%) 109 0.94269 1 0.44885 1 1 1 0.56782 1 0.10595 1 0.76923 1 0.15254 1 0.37993 1 0.42856 1 0.66297 1 RASA1 9 (8%) 107 0.30695 1 0.08314 1 0.73892 1 0.21626 1 0.024159 1 0.69765 1 0.091457 1 0.54695 1 0.21637 1 0.22157 1 SLITRK6 10 (9%) 106 0.23108 1 0.69325 1 0.7377 1 0.74227 1 0.92451 1 0.61938 1 0.2603 1 0.32658 1 0.41028 1 0.1426 1 TP53TG5 4 (3%) 112 0.73946 1 0.75764 1 1 1 0.04798 1 0.06548 1 0.40367 1 1 1 0.4894 1 0.78473 1 NA NA LHCGR 7 (6%) 109 0.86269 1 0.3688 1 1 1 0.80839 1 0.080541 1 0.44243 1 0.24867 1 0.92778 1 0.1742 1 0.46998 1