Clinical Features Time to Death YEARS_TO_BIRTH PATHOLOGIC_STAGE PATHOLOGY_T_STAGE PATHOLOGY_N_STAGE PATHOLOGY_M_STAGE GENDER RADIATION_THERAPY HISTOLOGICAL_TYPE NUMBER_OF_LYMPH_NODES RACE ETHNICITY nMutated (%) nWild-Type logrank test_P logrank test_Q Wilcoxon-test_P Wilcoxon-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 Wilcoxon-test_P Wilcoxon-test_Q Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q PIK3CA 316 (32%) 661 0.93981 1 0.032246 0.746 0.4911 1 0.81182 1 0.93143 1 1 1 1 1 0.77392 1 0.00031 0.0245 0.49759 1 0.071569 0.936 0.57501 1 TP53 296 (30%) 681 0.19743 1 0.0028297 0.168 0.30332 1 0.054439 0.886 0.13185 1 0.11067 0.984 0.064209 0.936 0.60537 1 9.9999e-06 0.0019 0.25308 1 9.9999e-06 0.0019 0.19053 1 GATA3 97 (10%) 880 0.92538 1 0.015749 0.472 0.066069 0.936 0.21188 1 0.40252 1 0.20548 1 1 1 3.3139e-05 0.00393 0.0074299 0.306 0.1229 1 0.30775 1 0.76959 1 MAP3K1 71 (7%) 906 0.98634 1 0.0068094 0.296 0.65983 1 0.25683 1 0.9593 1 0.62682 1 1 1 0.29177 1 0.79035 1 0.42812 1 0.8861 1 0.29253 1 CDH1 107 (11%) 870 0.23804 1 0.058302 0.921 0.01941 0.541 9.9999e-06 0.0019 0.00387 0.204 0.38815 1 0.60847 1 0.24093 1 9.9999e-06 0.0019 0.72694 1 0.35096 1 1 1 CBFB 22 (2%) 955 0.68544 1 0.75572 1 0.27134 1 0.24975 1 0.081769 0.936 0.30337 1 0.18603 1 1 1 0.61515 1 0.45211 1 0.48097 1 0.54355 1 PTEN 35 (4%) 942 0.71122 1 0.1019 0.956 0.40687 1 0.14494 1 0.53433 1 0.092965 0.936 1 1 0.29187 1 0.1173 0.984 0.24974 1 1 1 1 1 RUNX1 29 (3%) 948 0.6588 1 0.80812 1 0.26448 1 0.49286 1 0.33921 1 1 1 1 1 0.30723 1 0.01559 0.472 0.17051 1 0.33406 1 0.58211 1 MLL3 70 (7%) 907 0.020662 0.56 2.8402e-05 0.00385 0.47168 1 0.5352 1 0.11451 0.984 0.31665 1 1 1 0.29682 1 0.91043 1 0.80577 1 0.16223 1 0.50471 1 CDKN1B 10 (1%) 967 0.74247 1 0.5942 1 0.10739 0.979 0.04869 0.854 0.02296 0.573 0.14034 1 1 1 0.47712 1 0.78738 1 0.077711 0.936 0.75468 1 1 1 MAP2K4 32 (3%) 945 0.86771 1 0.39819 1 0.65282 1 0.36504 1 0.49405 1 0.42598 1 1 1 0.36332 1 0.20926 1 0.34905 1 0.6743 1 1 1 ARID1A 27 (3%) 950 0.53097 1 0.97949 1 0.34452 1 0.38193 1 0.28747 1 1 1 1 1 0.11153 0.984 0.49475 1 0.46481 1 0.20285 1 0.52299 1 FOXA1 23 (2%) 954 2.0217e-05 0.00319 8.0797e-05 0.00851 0.31452 1 0.19224 1 0.6342 1 1 1 1 1 0.086922 0.936 0.01255 0.425 0.3021 1 0.35534 1 0.52299 1 GPS2 10 (1%) 967 0.87358 1 0.15117 1 0.90116 1 0.27371 1 0.65164 1 1 1 1 1 0.75422 1 0.47211 1 0.65773 1 0.44658 1 0.35174 1 TBX3 27 (3%) 950 0.21157 1 0.073104 0.936 0.72905 1 0.7741 1 0.41246 1 1 1 1 1 0.23814 1 0.04563 0.849 0.42847 1 0.40515 1 1 1 RB1 19 (2%) 958 0.89479 1 0.27165 1 0.43871 1 0.28676 1 0.77925 1 1 1 0.16263 1 0.4458 1 0.7302 1 0.55299 1 1 1 0.52299 1 CTCF 16 (2%) 961 0.09582 0.936 0.87298 1 0.23282 1 0.074509 0.936 0.30975 1 1 1 1 1 0.29328 1 0.58812 1 0.17267 1 0.44757 1 0.45579 1 RBMX 13 (1%) 964 0.99375 1 0.36845 1 0.89704 1 0.42134 1 0.086109 0.936 1 1 1 1 0.26003 1 0.86084 1 0.96463 1 1 1 1 1 HRNR 31 (3%) 946 0.085154 0.936 0.24527 1 0.13076 1 0.12987 1 0.12272 1 1 1 1 1 0.46168 1 0.92097 1 0.60326 1 0.65677 1 0.30082 1 ZMYM3 15 (2%) 962 0.4535 1 0.62553 1 0.77926 1 0.961 1 1 1 0.24777 1 1 1 0.41617 1 1 1 0.83476 1 0.41976 1 1 1 NCOR1 40 (4%) 937 0.8623 1 0.57001 1 0.94888 1 0.73298 1 0.88828 1 1 1 1 1 0.73006 1 0.65454 1 0.87375 1 0.31421 1 0.6362 1 GPRIN2 11 (1%) 966 0.82761 1 0.22321 1 0.85147 1 0.93479 1 0.335 1 1 1 1 1 0.75422 1 0.16331 1 0.10849 0.98 0.25879 1 1 1 SPEN 32 (3%) 945 0.27027 1 0.0010323 0.0652 0.48367 1 0.15632 1 0.98965 1 1 1 1 1 0.44344 1 0.78151 1 0.93251 1 0.3056 1 1 1 NF1 28 (3%) 949 0.21337 1 0.11642 0.984 0.1556 1 0.14105 1 0.40133 1 0.3551 1 1 1 0.080338 0.936 0.42381 1 0.12937 1 0.68347 1 1 1 TCP11 6 (1%) 971 0.087283 0.936 0.83164 1 0.73949 1 0.45623 1 0.56228 1 1 1 1 1 0.17328 1 0.27202 1 0.18425 1 0.67995 1 1 1 SF3B1 16 (2%) 961 0.32283 1 0.41085 1 0.47355 1 0.46888 1 0.83764 1 1 1 1 1 0.44676 1 0.90706 1 0.94552 1 0.78515 1 1 1 ERBB2 20 (2%) 957 0.0055541 0.263 0.15295 1 0.67901 1 0.24882 1 0.092139 0.936 1 1 0.17049 1 0.80036 1 0.73788 1 0.29934 1 0.14651 1 0.45579 1 RAB42 4 (0%) 973 1.0055e-08 9.53e-06 0.86209 1 0.60967 1 0.65673 1 0.84384 1 1 1 1 1 0.583 1 0.28567 1 0.861 1 0.10668 0.979 1 1 CDC42EP1 5 (1%) 972 0.41051 1 0.32026 1 0.59078 1 1 1 0.46847 1 1 1 1 1 0.32289 1 1 1 0.37944 1 1 1 1 1 KDM6A 15 (2%) 962 0.8049 1 0.068925 0.936 0.83169 1 0.45788 1 0.01081 0.408 1 1 1 1 0.59975 1 0.69088 1 0.63854 1 0.8636 1 1 1 AQP12A 6 (1%) 971 0.39119 1 0.32642 1 0.83451 1 0.67341 1 0.22471 1 1 1 1 1 0.70199 1 0.5019 1 0.36 1 0.67823 1 1 1 KRAS 6 (1%) 971 0.72279 1 0.12525 1 0.81638 1 0.8832 1 0.82299 1 1 1 1 1 0.4123 1 1 1 0.92314 1 0.067339 0.936 1 1 NBPF9 5 (1%) 972 0.4995 1 0.4582 1 0.00419 0.209 0.27452 1 0.51297 1 0.0031584 0.176 1 1 0.65787 1 0.7506 1 NA NA NA NA 1 1 MYB 12 (1%) 965 0.15587 1 0.1767 1 0.47851 1 0.47804 1 0.96369 1 1 1 1 1 0.31277 1 0.21209 1 0.2807 1 1 1 1 1 ZNF362 5 (1%) 972 0.60438 1 0.25745 1 0.31673 1 0.37285 1 0.1931 1 1 1 1 1 0.65787 1 0.75109 1 0.060366 0.923 1 1 1 1 TBL1XR1 9 (1%) 968 0.4589 1 0.26444 1 0.10134 0.956 0.04598 0.849 0.03377 0.762 0.15652 1 1 1 0.07232 0.936 0.52155 1 0.6048 1 0.75145 1 1 1 SP3 7 (1%) 970 0.00013337 0.0126 0.31681 1 0.04746 0.849 0.57624 1 0.84104 1 0.090029 0.936 1 1 0.47655 1 0.57294 1 0.37944 1 0.75355 1 1 1 FGFR2 11 (1%) 966 0.6435 1 0.56219 1 0.51523 1 0.01218 0.425 0.70773 1 1 1 0.097266 0.936 0.52693 1 0.61769 1 0.15043 1 0.5278 1 1 1 ZBTB7C 5 (1%) 972 0.47066 1 0.53566 1 0.73356 1 1 1 0.16875 1 1 1 1 1 0.17328 1 0.27452 1 0.17352 1 1 1 1 1 NCDN 4 (0%) 973 0.59773 1 0.78369 1 0.54143 1 0.52846 1 0.37661 1 1 1 1 1 0.082134 0.936 0.1642 1 0.060366 0.923 0.59663 1 1 1 MUC6 14 (1%) 963 0.18764 1 0.38587 1 0.72496 1 0.7732 1 0.094459 0.936 0.23323 1 1 1 1 1 0.24022 1 0.40669 1 0.16552 1 1 1 TGS1 13 (1%) 964 0.98218 1 0.00070953 0.0517 0.77023 1 0.86079 1 0.17639 1 1 1 1 1 1 1 0.35653 1 0.25336 1 1 1 0.32286 1 TFE3 7 (1%) 970 0.21302 1 0.42569 1 0.86127 1 0.89951 1 0.58921 1 1 1 1 1 0.70199 1 1 1 0.76053 1 1 1 1 1 IRS4 11 (1%) 966 0.88402 1 0.28937 1 0.073109 0.936 0.78379 1 0.04701 0.849 0.17242 1 1 1 0.18837 1 0.55135 1 0.49734 1 0.35892 1 1 1 NLGN3 11 (1%) 966 0.7212 1 0.1233 1 0.35443 1 0.18863 1 0.70729 1 1 1 1 1 0.75422 1 0.74708 1 0.99047 1 0.13244 1 0.32286 1 IL1RAP 9 (1%) 968 0.42428 1 0.080319 0.936 0.93823 1 0.51401 1 0.46155 1 1 1 1 1 0.046005 0.849 0.87454 1 0.12929 1 0.53054 1 1 1 USP36 8 (1%) 969 0.46263 1 0.14259 1 0.02736 0.665 0.12831 1 0.57347 1 1 1 1 1 0.4123 1 1 1 0.57941 1 0.47715 1 1 1 CASZ1 14 (1%) 963 0.075104 0.936 0.86255 1 0.82743 1 0.5452 1 0.93809 1 1 1 1 1 0.57539 1 0.83382 1 0.82227 1 0.61645 1 1 1 EYS 21 (2%) 956 0.43882 1 0.017512 0.503 0.73062 1 0.50653 1 0.093159 0.936 1 1 1 1 0.48607 1 0.095389 0.936 0.14237 1 0.01118 0.408 1 1 KCNN3 9 (1%) 968 0.55963 1 0.71768 1 0.63128 1 0.41745 1 0.5125 1 0.14034 1 1 1 0.51359 1 0.25113 1 0.8189 1 0.47956 1 0.29272 1 ZFP36L1 8 (1%) 969 0.54079 1 0.4031 1 0.82179 1 0.90739 1 0.82791 1 1 1 1 1 1 1 1 1 0.51322 1 0.23993 1 1 1 ICOSLG 5 (1%) 972 0.74174 1 0.87202 1 0.26167 1 0.71974 1 0.60608 1 1 1 1 1 0.39443 1 1 1 0.63528 1 0.5944 1 1 1 ACTL6B 10 (1%) 967 0.66699 1 0.11476 0.984 0.38497 1 0.15536 1 0.23066 1 0.15652 1 1 1 0.52693 1 0.66341 1 0.85836 1 0.52401 1 1 1 MYH9 18 (2%) 959 0.50375 1 0.30218 1 0.62151 1 0.86514 1 0.40577 1 1 1 1 1 0.22328 1 0.22177 1 0.28316 1 0.26534 1 1 1 FBXW7 15 (2%) 962 0.57959 1 0.41626 1 0.56448 1 0.19314 1 0.69433 1 1 1 1 1 0.59975 1 0.8928 1 0.28316 1 0.050419 0.854 0.40597 1 FRMPD2 13 (1%) 964 0.2046 1 0.64661 1 0.35445 1 0.0097699 0.386 0.96869 1 1 1 1 1 1 1 0.20295 1 0.36423 1 0.48412 1 0.35174 1 ZFP36L2 7 (1%) 970 0.34471 1 0.87549 1 0.74628 1 0.9001 1 1 1 1 1 1 1 0.70528 1 1 1 0.42562 1 0.096269 0.936 0.2285 1 TPP2 8 (1%) 969 0.71266 1 0.37276 1 0.47555 1 1 1 0.27958 1 1 1 1 1 0.24975 1 0.42898 1 0.040298 0.844 0.24289 1 1 1 C17ORF95 5 (1%) 972 0.085463 0.936 0.089837 0.936 0.97373 1 0.50732 1 1 1 1 1 0.04531 0.849 0.32289 1 1 1 0.36187 1 1 1 1 1 RUFY1 6 (1%) 971 0.015936 0.472 0.014771 0.472 0.55005 1 0.23922 1 0.82332 1 1 1 1 1 0.18923 1 0.34574 1 0.29331 1 0.4039 1 1 1 MED23 14 (1%) 963 0.32024 1 0.03557 0.784 0.23843 1 0.29854 1 0.77913 1 1 1 1 1 0.16518 1 0.65751 1 0.35037 1 0.32582 1 1 1 PAX2 4 (0%) 973 0.14295 1 0.14632 1 0.85136 1 1 1 0.84337 1 1 1 1 1 0.63666 1 0.72103 1 0.20769 1 1 1 1 1 MED12 21 (2%) 956 0.86706 1 0.43051 1 0.72447 1 0.55678 1 0.44652 1 1 1 1 1 0.4746 1 0.69505 1 0.27121 1 0.078949 0.936 1 1 CHD4 19 (2%) 958 0.8713 1 0.70609 1 0.21175 1 0.02271 0.573 0.0068799 0.296 1 1 1 1 0.05513 0.886 0.20893 1 0.97975 1 0.1154 0.984 1 1 PFKP 6 (1%) 971 0.51965 1 0.22736 1 0.50923 1 0.57167 1 0.56309 1 1 1 1 1 0.70199 1 0.784 1 0.021253 0.56 0.73344 1 1 1 RHBG 4 (0%) 973 0.028799 0.683 0.049543 0.854 0.7974 1 1 1 1 1 1 1 1 1 1 1 1 1 NA NA 1 1 1 1 PSIP1 8 (1%) 969 0.14068 1 0.26768 1 0.22343 1 0.25106 1 0.92612 1 0.14034 1 1 1 0.24975 1 0.51628 1 0.66462 1 0.29899 1 1 1 LRIG2 7 (1%) 970 0.00019224 0.0166 0.39244 1 0.89171 1 0.8995 1 0.73849 1 1 1 1 1 1 1 0.57318 1 0.44077 1 1 1 1 1 RIBC1 4 (0%) 973 0.77407 1 0.88478 1 0.48849 1 0.52641 1 0.22407 1 1 1 1 1 0.32289 1 0.72029 1 NA NA 0.2309 1 1 1 PLK2 9 (1%) 968 0.6777 1 0.15358 1 0.53458 1 0.58001 1 0.53892 1 1 1 1 1 1 1 0.39788 1 0.67787 1 0.61242 1 1 1 ANKRD20A4 7 (1%) 970 0.47877 1 0.47262 1 0.3674 1 0.23396 1 0.23774 1 1 1 1 1 0.24064 1 1 1 0.065041 0.936 1 1 1 1 PHACTR1 7 (1%) 970 0.041824 0.844 0.32983 1 0.33109 1 0.25451 1 0.55001 1 0.12387 1 1 1 1 1 0.68204 1 0.91668 1 0.47718 1 1 1 DLG1 13 (1%) 964 0.52975 1 0.52116 1 0.77027 1 0.69692 1 0.62598 1 1 1 1 1 1 1 0.052869 0.879 0.21066 1 0.57975 1 1 1 GPRASP2 10 (1%) 967 0.89236 1 0.18392 1 0.64851 1 0.42665 1 0.65067 1 0.15652 1 1 1 0.73375 1 0.78628 1 0.92679 1 0.47815 1 1 1 CCDC82 6 (1%) 971 0.089762 0.936 0.27496 1 0.91635 1 0.88382 1 0.56421 1 1 1 1 1 0.082134 0.936 1 1 0.10412 0.968 0.061799 0.93 1 1 CCDC27 7 (1%) 970 0.63495 1 0.24282 1 0.88544 1 0.89996 1 0.50968 1 1 1 1 1 0.70528 1 0.0414 0.844 0.93026 1 0.04107 0.844 1 1 RHOA 6 (1%) 971 0.76884 1 0.38295 1 0.34051 1 0.00086999 0.0589 0.097759 0.936 1 1 1 1 0.63666 1 0.3914 1 0.88245 1 1 1 1 1 MAMLD1 10 (1%) 967 0.48021 1 0.11449 0.984 0.42505 1 0.7651 1 0.2394 1 1 1 1 1 0.084598 0.936 0.88929 1 0.40018 1 1 1 1 1 OR8D1 5 (1%) 972 0.31094 1 0.49003 1 0.84138 1 0.43787 1 0.87292 1 1 1 1 1 0.65787 1 0.75076 1 0.18425 1 1 1 0.15863 1