Clinical Features Time to Death YEARS_TO_BIRTH PATHOLOGIC_STAGE PATHOLOGY_T_STAGE PATHOLOGY_N_STAGE PATHOLOGY_M_STAGE GENDER RADIATION_THERAPY HISTOLOGICAL_TYPE RESIDUAL_TUMOR 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 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 TP53 114 (31%) 259 0.026367 0.666 0.13822 0.935 0.74846 1 0.22533 1 0.58092 1 0.31361 1 0.001783 0.212 1 1 0.86025 1 0.6816 1 7.9999e-05 0.0238 0.60218 1 CTNNB1 97 (26%) 276 0.89807 1 0.021488 0.637 0.97935 1 0.86418 1 1 1 1 1 7.8368e-06 0.00314 0.057211 0.736 0.23155 1 0.18172 0.975 0.57874 1 0.78892 1 AXIN1 24 (6%) 349 0.98207 1 0.11343 0.917 0.2256 1 0.92256 1 1 1 0.25189 1 0.82431 1 1 1 1 1 0.67076 1 0.045 0.709 0.10217 0.891 RB1 21 (6%) 352 0.034948 0.695 0.02234 0.637 0.17612 0.975 0.04229 0.709 1 1 1 1 0.33864 1 0.43082 1 0.44379 1 0.86279 1 0.13459 0.935 0.28867 1 ARID1A 32 (9%) 341 0.0058502 0.431 0.92288 1 0.14711 0.935 0.49839 1 1 1 1 1 0.43152 1 0.16594 0.975 1 1 0.44489 1 0.15573 0.961 1 1 BAP1 21 (6%) 352 0.14425 0.935 0.42431 1 0.082739 0.819 0.15245 0.953 0.17441 0.975 0.17821 0.975 3.5639e-06 0.00314 1 1 0.10352 0.891 1 1 0.12803 0.935 1 1 CDC27 15 (4%) 358 0.46616 1 0.20689 1 0.79233 1 0.96434 1 0.13314 0.935 1 1 0.78181 1 0.25233 1 1 1 0.21754 1 0.02145 0.637 1 1 CDKN2A 11 (3%) 362 0.16864 0.975 0.62144 1 0.96506 1 0.85512 1 1 1 1 1 0.51439 1 0.25233 1 1 1 1 1 0.01454 0.599 0.44057 1 KRT2 12 (3%) 361 0.41834 1 0.68879 1 0.22211 1 0.70636 1 1 1 1 1 0.21482 1 1 1 0.28055 1 1 1 0.88423 1 1 1 NFE2L2 13 (3%) 360 0.9598 1 0.11794 0.922 0.70034 1 0.43499 1 1 1 1 1 1 1 0.29156 1 1 1 1 1 1 1 1 1 PTEN 11 (3%) 362 0.51599 1 0.13322 0.935 0.5167 1 0.67421 1 1 1 1 1 1 1 1 1 1 1 0.71468 1 0.5731 1 0.37738 1 ARID2 22 (6%) 351 0.066093 0.758 0.16711 0.975 0.59378 1 0.8659 1 1 1 1 1 0.35901 1 1 1 1 1 1 1 1 1 0.30837 1 RBM10 8 (2%) 365 0.60972 1 0.67517 1 0.88923 1 0.85077 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0.056764 0.736 ZNF512B 8 (2%) 365 0.53126 1 0.021842 0.637 0.94284 1 1 1 1 1 1 1 0.1187 0.922 1 1 1 1 0.21363 1 0.14214 0.935 0.34332 1 KCNN3 12 (3%) 361 0.30702 1 0.91124 1 0.74284 1 0.41053 1 1 1 1 1 0.75812 1 1 1 1 1 1 1 1 1 0.46984 1 KRT10 9 (2%) 364 0.049646 0.736 0.039349 0.709 0.47226 1 0.22857 1 1 1 1 1 0.28152 1 1 1 0.2184 1 1 1 0.055099 0.736 1 1 APOB 39 (10%) 334 0.12163 0.923 0.031034 0.695 0.29722 1 0.50441 1 1 1 0.36355 1 0.85887 1 0.60549 1 1 1 0.78345 1 0.32845 1 0.70228 1 MLL4 19 (5%) 354 0.00065876 0.112 0.42037 1 0.53487 1 1 1 1 1 0.22791 1 0.13532 0.935 1 1 1 1 0.0090999 0.541 0.13678 0.935 0.6125 1 ALB 43 (12%) 330 0.22888 1 0.001771 0.212 0.47578 1 0.11859 0.922 1 1 1 1 0.015432 0.599 1 1 0.71206 1 0.85494 1 0.29531 1 1 1 TSC2 12 (3%) 361 0.0065715 0.434 0.70099 1 0.056369 0.736 0.0074699 0.467 1 1 1 1 0.75812 1 1 1 1 1 1 1 0.11744 0.922 0.40977 1 IL6ST 12 (3%) 361 0.10569 0.891 0.14011 0.935 1 1 0.95302 1 1 1 1 1 0.75812 1 0.023805 0.643 1 1 0.74689 1 0.60536 1 1 1 C19ORF55 6 (2%) 367 0.061177 0.741 0.75012 1 0.51967 1 0.48733 1 1 1 1 1 0.66843 1 1 1 1 1 0.49489 1 1 1 1 1 PIK3CA 13 (3%) 360 0.82991 1 0.19531 0.992 0.69075 1 0.5873 1 1 1 1 1 0.12894 0.935 1 1 1 1 0.77591 1 0.27146 1 1 1 CELA1 6 (2%) 367 0.47684 1 0.88916 1 0.16415 0.975 1 1 1 1 1 1 0.66843 1 1 1 1 1 0.49799 1 0.351 1 1 1 RPS6KA3 14 (4%) 359 0.66815 1 0.46484 1 0.03883 0.709 0.30638 1 1 1 1 1 0.39551 1 1 1 1 1 1 1 1 1 0.5241 1 NRD1 13 (3%) 360 0.093851 0.858 0.80541 1 0.16162 0.97 1 1 0.13314 0.935 1 1 0.56002 1 1 1 0.12141 0.923 0.38071 1 0.069959 0.774 1 1 EEF1A1 9 (2%) 364 0.066341 0.758 0.044612 0.709 0.43699 1 0.13896 0.935 1 1 1 1 0.72393 1 1 1 1 1 0.64107 1 0.24206 1 0.34332 1 TCHH 17 (5%) 356 0.97175 1 0.1602 0.966 0.14384 0.935 0.01751 0.63 1 1 0.19085 0.984 1 1 1 1 1 1 0.55226 1 0.39407 1 0.2104 1 COG2 4 (1%) 369 0.13778 0.935 0.2265 1 0.86381 1 0.83842 1 1 1 1 1 0.30887 1 1 1 1 1 1 1 0.03459 0.695 1 1 ATXN1 10 (3%) 363 0.27157 1 0.30237 1 0.19745 0.994 0.19726 0.994 0.090337 0.838 1 1 1 1 1 1 1 1 1 1 0.075989 0.796 1 1 KCTD20 5 (1%) 368 0.15791 0.962 0.2658 1 0.02489 0.657 0.15012 0.949 0.075724 0.796 0.071656 0.774 0.66107 1 1 1 1 1 1 1 0.52475 1 1 1 GPR110 6 (2%) 367 0.64145 1 0.61577 1 0.10909 0.9 0.061309 0.741 1 1 1 1 0.18306 0.975 0.14568 0.935 1 1 1 1 0.58172 1 1 1 CEP164 9 (2%) 364 0.42742 1 0.98261 1 0.052179 0.736 0.54588 1 0.10478 0.891 0.12615 0.935 1 1 1 1 1 1 0.02634 0.666 0.055919 0.736 1 1 TCEAL6 4 (1%) 369 0.13778 0.935 0.2265 1 0.86623 1 0.83745 1 1 1 1 1 0.30887 1 1 1 1 1 1 1 0.03273 0.695 1 1 DNAJC28 4 (1%) 369 0.033212 0.695 0.084822 0.819 0.81693 1 0.36025 1 1 1 1 1 1 1 1 1 1 1 0.065469 0.758 0.69824 1 1 1 FOXI1 5 (1%) 368 0.085692 0.821 0.94109 1 0.88697 1 0.8658 1 1 1 1 1 0.17888 0.975 1 1 1 1 0.43308 1 0.04552 0.709 1 1 KRTAP5-7 4 (1%) 369 0.33887 1 0.26379 1 0.01209 0.598 0.01562 0.599 1 1 0.057643 0.736 0.10215 0.891 1 1 1 1 0.36263 1 0.073619 0.788 0.18864 0.984 JAK1 14 (4%) 359 0.9125 1 0.28542 1 0.34071 1 0.83156 1 1 1 0.16542 0.975 0.56194 1 0.27218 1 1 1 0.065579 0.758 0.00295 0.27 0.49766 1 DENND4B 12 (3%) 361 0.0061663 0.431 0.18038 0.975 0.80472 1 0.79454 1 1 1 1 1 0.53582 1 1 1 1 1 0.38092 1 0.079839 0.811 1 1 BRD7 10 (3%) 363 0.17769 0.975 0.043943 0.709 0.38504 1 0.88594 1 1 1 1 1 0.30395 1 1 1 1 1 0.46041 1 0.20298 1 1 1 IDH1 8 (2%) 365 0.54985 1 0.17992 0.975 0.10487 0.891 0.10779 0.895 0.090337 0.838 1 1 0.71775 1 1 1 1 1 0.04663 0.71 0.82559 1 1 1 CNGA3 11 (3%) 362 0.41092 1 0.25438 1 0.71305 1 0.50676 1 1 1 1 1 0.51439 1 1 1 0.26347 1 1 1 0.86865 1 0.40977 1 PLA2G3 6 (2%) 367 0.034556 0.695 0.26539 1 0.71644 1 0.70872 1 1 1 1 1 1 1 1 1 1 1 1 1 0.35202 1 1 1 HLA-DPB1 5 (1%) 368 0.79247 1 0.08681 0.825 0.25921 1 0.13287 0.935 1 1 1 1 1 1 1 1 1 1 1 1 0.054189 0.736 1 1 ALMS1 24 (6%) 349 0.26452 1 0.94396 1 0.5032 1 0.25997 1 1 1 1 1 1 1 1 1 1 1 0.58631 1 1 1 1 1 NUCB2 3 (1%) 370 0.0036704 0.311 0.84269 1 0.04418 0.709 0.27165 1 1 1 0.043472 0.709 0.55398 1 1 1 1 1 0.01465 0.599 0.65964 1 1 1 BAZ2A 11 (3%) 362 0.00022138 0.0438 0.44681 1 0.74559 1 0.77178 1 1 1 1 1 0.51439 1 1 1 1 1 0.71689 1 0.04367 0.709 0.44057 1 TAF1B 6 (2%) 367 0.10571 0.891 0.19526 0.992 1 1 0.89695 1 1 1 1 1 0.18306 0.975 1 1 0.15138 0.952 1 1 0.03048 0.695 1 1 C1ORF125 11 (3%) 362 0.41201 1 0.42813 1 0.46729 1 0.46672 1 1 1 1 1 0.75265 1 1 1 1 1 0.49602 1 0.45754 1 1 1 AR 10 (3%) 363 0.077754 0.796 0.87812 1 0.73588 1 0.63952 1 1 1 1 1 0.083798 0.819 1 1 1 1 0.68183 1 0.53634 1 0.40977 1 SPHK1 6 (2%) 367 0.10416 0.891 0.39037 1 0.283 1 0.36821 1 1 1 1 1 0.18306 0.975 0.14568 0.935 1 1 1 1 0.061309 0.741 1 1 CREB3L3 5 (1%) 368 0.55056 1 0.89417 1 0.50445 1 0.35527 1 1 1 1 1 0.66107 1 1 1 1 1 1 1 0.7456 1 1 1 LFNG 7 (2%) 366 0.042137 0.709 0.61381 1 0.57079 1 0.43921 1 1 1 1 1 0.43546 1 1 1 0.061749 0.741 1 1 0.28016 1 0.3075 1 FZR1 6 (2%) 367 0.52548 1 0.44338 1 1 1 0.89781 1 1 1 1 1 0.18306 0.975 0.14568 0.935 1 1 0.084719 0.819 0.21507 1 1 1 TRIOBP 11 (3%) 362 0.78434 1 0.11339 0.917 1 1 0.90104 1 1 1 1 1 0.51439 1 1 1 1 1 0.68039 1 0.85897 1 0.40977 1 GJB1 3 (1%) 370 0.035118 0.695 0.40242 1 0.13612 0.935 0.64874 1 0.04597 0.709 1 1 0.2468 1 1 1 1 1 1 1 1 1 1 1 DYRK1A 7 (2%) 366 0.028337 0.695 0.029956 0.695 0.92928 1 0.75891 1 1 1 1 1 0.43546 1 1 1 0.17419 0.975 1 1 1 1 1 1 TNPO1 9 (2%) 364 0.87219 1 0.24606 1 0.42555 1 0.67308 1 1 1 1 1 0.72393 1 0.21118 1 1 1 0.058599 0.741 0.49787 1 1 1 PDZD4 4 (1%) 369 0.78407 1 0.79538 1 0.15711 0.962 0.51278 1 1 1 1 1 0.30887 1 1 1 1 1 0.36359 1 0.0021 0.227 1 1 CCNA2 5 (1%) 368 0.057045 0.736 0.74984 1 0.02129 0.637 0.45405 1 1 1 0.071656 0.774 1 1 1 1 1 1 0.02251 0.637 1 1 0.23025 1 AHCTF1 8 (2%) 365 0.81236 1 0.45553 1 0.71534 1 0.92274 1 1 1 1 1 0.28046 1 0.18986 0.984 1 1 1 1 1 1 1 1 RXRB 8 (2%) 365 0.040343 0.709 0.087454 0.825 0.40475 1 0.58878 1 0.060935 0.741 1 1 0.28046 1 0.18986 0.984 1 1 1 1 0.17032 0.975 1 1 PARP1 5 (1%) 368 0.53454 1 0.30511 1 0.34065 1 0.31386 1 1 1 1 1 0.66107 1 1 1 1 1 1 1 0.01116 0.576 1 1 NBEA 21 (6%) 352 0.22626 1 0.48874 1 0.79972 1 0.59663 1 1 1 1 1 0.8132 1 1 1 1 1 0.54706 1 0.9376 1 0.61312 1 H6PD 5 (1%) 368 0.56845 1 0.07752 0.796 0.19307 0.989 0.39722 1 1 1 1 1 0.66107 1 1 1 1 1 1 1 1 1 1 1 VPS4B 5 (1%) 368 0.42815 1 0.13164 0.935 0.88842 1 0.86614 1 1 1 1 1 0.17888 0.975 0.12279 0.923 1 1 1 1 0.52383 1 0.23025 1 HNRNPL 8 (2%) 365 0.039877 0.709 0.37793 1 0.70296 1 0.6339 1 1 1 1 1 0.71775 1 1 1 1 1 0.37697 1 0.45027 1 1 1 FILIP1 13 (3%) 360 0.021959 0.637 0.39159 1 0.59878 1 0.39436 1 1 1 1 1 0.56002 1 0.29156 1 1 1 0.29834 1 0.18476 0.976 0.49766 1 FAM22F 4 (1%) 369 0.08433 0.819 0.94362 1 0.076839 0.796 0.42643 1 1 1 0.057643 0.736 0.59818 1 1 1 1 1 0.0142 0.599 1 1 1 1 GPSM2 4 (1%) 369 0.053663 0.736 0.029439 0.695 0.54696 1 0.71287 1 1 1 1 1 0.59818 1 1 1 1 1 0.36428 1 0.29488 1 1 1 RCCD1 5 (1%) 368 0.42251 1 0.8065 1 0.59298 1 0.51851 1 1 1 1 1 0.17888 0.975 1 1 1 1 1 1 0.74551 1 1 1 PTGR1 5 (1%) 368 0.65604 1 0.56574 1 0.43332 1 0.2784 1 1 1 1 1 0.17888 0.975 1 1 1 1 1 1 0.74585 1 1 1 SAMM50 3 (1%) 370 0.25998 1 0.43048 1 1 1 1 1 1 1 1 1 0.55398 1 1 1 1 1 1 1 0.0224 0.637 1 1 PBRM1 9 (2%) 364 0.80381 1 0.33674 1 0.5869 1 0.76243 1 1 1 1 1 0.72393 1 0.21118 1 0.21927 1 1 1 1 1 1 1 SGK269 8 (2%) 365 0.33133 1 0.44265 1 0.53142 1 0.35378 1 1 1 1 1 1 1 1 1 1 1 0.59745 1 0.62836 1 1 1 LEO1 5 (1%) 368 0.038129 0.709 0.48592 1 0.15607 0.961 0.055819 0.736 1 1 1 1 0.17888 0.975 0.12279 0.923 1 1 0.43132 1 0.37899 1 1 1 CD97 5 (1%) 368 0.55903 1 0.88416 1 0.88913 1 0.86487 1 1 1 1 1 0.33438 1 1 1 1 1 1 1 0.04539 0.709 1 1 SKA3 4 (1%) 369 0.0024699 0.245 0.42554 1 0.067909 0.761 0.7134 1 1 1 0.057643 0.736 0.59818 1 1 1 1 1 0.01489 0.599 0.11012 0.902 1 1 CBX4 6 (2%) 367 0.0013528 0.201 0.14717 0.935 0.33623 1 0.79592 1 1 1 1 1 0.66843 1 1 1 1 1 1 1 0.77621 1 1 1 MTA1 6 (2%) 367 0.016326 0.606 0.62941 1 0.65643 1 0.71046 1 1 1 1 1 0.18306 0.975 1 1 1 1 1 1 0.159 0.964 1 1 CRIP3 6 (2%) 367 0.66026 1 0.55605 1 0.91615 1 1 1 1 1 1 1 0.66843 1 1 1 1 1 0.28646 1 1 1 1 1 NR4A2 6 (2%) 367 7.9294e-06 0.00314 0.34032 1 0.18385 0.975 0.062839 0.747 1 1 1 1 0.66843 1 1 1 1 1 0.13454 0.935 0.77783 1 1 1 HNF1A 8 (2%) 365 0.69665 1 0.29325 1 0.093209 0.858 0.14045 0.935 1 1 1 1 0.1187 0.922 1 1 1 1 0.59699 1 0.26387 1 1 1 KRAS 6 (2%) 367 0.99956 1 0.97382 1 0.55154 1 0.40576 1 1 1 1 1 1 1 1 1 0.052239 0.736 1 1 0.77541 1 1 1 PGBD1 3 (1%) 370 0.13829 0.935 0.92852 1 0.81958 1 0.64934 1 1 1 1 1 1 1 1 1 1 1 1 1 0.6602 1 1 1 LATS1 7 (2%) 366 0.40397 1 0.24914 1 0.87139 1 0.83499 1 1 1 1 1 1 1 1 1 1 1 0.067589 0.761 1 1 1 1 KEAP1 17 (5%) 356 0.21338 1 0.58336 1 0.44956 1 0.098369 0.891 1 1 1 1 0.59733 1 1 1 1 1 0.55049 1 0.28003 1 0.2104 1 SENP6 11 (3%) 362 0.0098123 0.555 0.65088 1 0.61744 1 0.89952 1 1 1 1 1 0.019028 0.637 1 1 1 1 0.34006 1 0.071369 0.774 1 1 FKBP4 4 (1%) 369 0.89348 1 0.91925 1 0.33858 1 0.2291 1 1 1 1 1 1 1 1 1 1 1 1 1 0.01027 0.555 1 1 FOXK2 6 (2%) 367 0.013223 0.599 0.041134 0.709 0.62994 1 0.58646 1 1 1 1 1 0.66843 1 1 1 1 1 1 1 0.52726 1 1 1 DSPP 21 (6%) 352 0.49217 1 0.10307 0.891 0.18339 0.975 0.84334 1 1 1 1 1 0.8132 1 1 1 1 1 0.46121 1 0.11958 0.922 1 1 C10ORF28 4 (1%) 369 0.62148 1 0.24226 1 0.5646 1 0.51344 1 1 1 1 1 0.30887 1 1 1 1 1 1 1 0.46962 1 1 1 PRAMEF4 4 (1%) 369 0.0057595 0.431 0.7972 1 0.19142 0.984 0.10729 0.895 1 1 1 1 0.59818 1 1 1 1 1 0.36454 1 1 1 0.14492 0.935 RPS6KA5 5 (1%) 368 0.50977 1 0.11521 0.922 0.53935 1 0.45133 1 1 1 1 1 0.66107 1 1 1 1 1 1 1 1 1 1 1 DDX42 6 (2%) 367 0.081884 0.819 0.23367 1 0.83475 1 0.79841 1 1 1 1 1 1 1 1 1 1 1 1 1 0.77491 1 1 1 RHCG 4 (1%) 369 0.023226 0.642 0.66787 1 1 1 1 1 1 1 1 1 0.30887 1 1 1 1 1 0.19128 0.984 0.23056 1 1 1 SWAP70 5 (1%) 368 0.0001387 0.033 0.15591 0.961 0.67923 1 0.76028 1 1 1 1 1 1 1 1 1 1 1 1 1 0.2316 1 1 1 BIN1 4 (1%) 369 0.71983 1 0.29739 1 1 1 1 1 1 1 1 1 1 1 0.099368 0.891 1 1 1 1 0.03331 0.695 1 1 SMARCA4 11 (3%) 362 0.029585 0.695 0.44164 1 0.48472 1 0.38157 1 1 1 1 1 0.75265 1 1 1 1 1 0.50119 1 1 1 1 1