Clinical Features Time to Death AGE GENDER KARNOFSKY.PERFORMANCE.SCORE RADIATIONS.RADIATION.REGIMENINDICATION 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 t-test_P t-test_Q Fisher's exact test_P Fisher's exact test_Q EGFR 59 (21%) 217 0.59021 1 0.19569 1 0.095622 1 0.33955 1 0.64701 1 TP53 57 (21%) 219 0.28069 1 0.66631 1 1 1 0.10225 1 0.87647 1 PTEN 65 (24%) 211 0.51356 1 0.24 1 0.55688 1 0.24438 1 1 1 PIK3R1 30 (11%) 246 0.77468 1 0.50299 1 0.54786 1 0.56128 1 0.68589 1 RB1 18 (7%) 258 0.40731 1 0.31328 1 1 1 0.018936 1 0.61543 1 NF1 25 (9%) 251 0.81279 1 0.26333 1 1 1 0.44936 1 0.37882 1 IDH1 14 (5%) 262 0.0026053 1 7.9542e-05 0.0686 0.26881 1 0.031866 1 0.002875 1 PIK3CA 24 (9%) 252 0.92485 1 0.67632 1 1 1 0.92238 1 0.37243 1 SPTA1 26 (9%) 250 0.55974 1 0.2283 1 0.14107 1 0.57158 1 0.39559 1 FLG 23 (8%) 253 0.2618 1 0.32583 1 1 1 0.83545 1 0.49364 1 GABRA6 10 (4%) 266 0.8483 1 0.351 1 1 1 0.58042 1 1 1 RPL5 8 (3%) 268 0.89709 1 0.84582 1 0.46951 1 0.88126 1 0.71782 1 KEL 11 (4%) 265 0.79637 1 0.30374 1 1 1 0.15752 1 1 1 RBM47 8 (3%) 268 0.89322 1 0.52538 1 1 1 0.414 1 1 1 PCLO 22 (8%) 254 0.14328 1 0.96736 1 1 1 0.10369 1 0.35054 1 TCHH 14 (5%) 262 0.30684 1 0.27739 1 0.58424 1 0.32181 1 0.39194 1 SEMA3C 9 (3%) 267 0.06156 1 0.74524 1 0.49358 1 0.75066 1 0.28402 1 OR8K3 6 (2%) 270 0.7036 1 0.88202 1 0.42027 1 0.56555 1 0.66817 1 PRB2 5 (2%) 271 0.92833 1 0.17045 1 1 1 0.00075784 0.653 1 1 RYR2 20 (7%) 256 0.84514 1 0.64485 1 0.81094 1 0.086182 1 0.46616 1 TPTE2 7 (3%) 269 0.19091 1 0.9078 1 0.70917 1 0.035612 1 0.69718 1 LZTR1 8 (3%) 268 0.28422 1 0.49588 1 0.26504 1 0.57905 1 0.1313 1 DCAF12L2 6 (2%) 270 0.11738 1 0.97219 1 0.42027 1 0.6293 1 1 1 RIMS2 10 (4%) 266 0.37904 1 0.00133 1 0.098496 1 0.035612 1 1 1 PSPH 5 (2%) 271 0.21866 1 0.36165 1 0.65547 1 0.9145 1 0.6613 1 PDGFRA 9 (3%) 267 0.37758 1 0.063674 1 1 1 0.50698 1 0.28402 1 SPRYD5 5 (2%) 271 0.555 1 0.86228 1 1 1 0.83962 1 1 1 LRFN5 7 (3%) 269 0.02805 1 0.39877 1 0.26374 1 0.32275 1 0.0079747 1 MUC16 34 (12%) 242 0.16603 1 0.92547 1 1 1 0.93895 1 0.70187 1 CALN1 5 (2%) 271 0.15176 1 0.81711 1 1 1 0.66341 1 1 1 HCN1 7 (3%) 269 0.31789 1 0.89728 1 0.26374 1 0.66121 1 0.69718 1 KIF2B 7 (3%) 269 0.27095 1 0.87338 1 0.70917 1 0.2467 1 0.24168 1 AZGP1 4 (1%) 272 0.64355 1 0.84034 1 1 1 NA NA 1 1 MUC17 16 (6%) 260 0.99695 1 0.8183 1 0.59679 1 0.72534 1 1 1 AFM 6 (2%) 270 0.27127 1 0.39828 1 0.67199 1 0.36272 1 1 1 OR5D13 5 (2%) 271 0.46082 1 0.43442 1 0.65547 1 NA NA 0.6613 1 DRD5 6 (2%) 270 0.38855 1 0.42518 1 1 1 NA NA 0.66817 1 SEMG1 6 (2%) 270 0.48669 1 0.09628 1 1 1 0.08863 1 0.18731 1 SULT1B1 5 (2%) 271 0.17393 1 0.63464 1 0.65547 1 0.98137 1 0.6613 1 OR5D18 5 (2%) 271 0.22477 1 0.76755 1 1 1 0.32275 1 0.6613 1 TRPV6 7 (3%) 269 0.70234 1 0.21727 1 0.70917 1 0.47872 1 0.10004 1 POM121L12 5 (2%) 271 0.34704 1 0.21568 1 0.35917 1 0.66121 1 1 1 COL1A2 8 (3%) 268 0.90659 1 0.52821 1 1 1 0.024093 1 0.1313 1 LRRC55 5 (2%) 271 0.074226 1 0.96298 1 0.35917 1 0.11297 1 0.6613 1 CNTNAP2 8 (3%) 268 0.68005 1 0.51591 1 0.054459 1 0.66121 1 0.71782 1 HEATR7B2 9 (3%) 267 0.65487 1 0.27983 1 1 1 0.82088 1 0.28402 1 OR4D5 5 (2%) 271 0.60107 1 0.14337 1 0.16201 1 0.37806 1 0.34577 1 WNT2 5 (2%) 271 0.37644 1 0.23728 1 0.061677 1 0.7165 1 1 1 GABRA1 4 (1%) 272 0.94702 1 0.18896 1 1 1 0.2467 1 1 1 OR5W2 4 (1%) 272 0.32369 1 0.073752 1 0.62515 1 NA NA 0.30156 1 SLC1A6 6 (2%) 270 0.59496 1 0.80573 1 0.42027 1 0.027109 1 0.66817 1 DOCK5 10 (4%) 266 0.1746 1 0.96728 1 0.3346 1 0.8045 1 0.74268 1 HMCN1 15 (5%) 261 0.62021 1 0.024748 1 0.58332 1 0.63504 1 0.40385 1 STAG2 8 (3%) 268 0.00095345 0.814 0.86598 1 0.46951 1 0.072187 1 0.45514 1 UGT2A3 5 (2%) 271 0.73123 1 0.018598 1 0.65547 1 0.71628 1 0.16691 1 CDKN2C 3 (1%) 273 0.73114 1 0.57643 1 0.30138 1 NA NA 1 1 REN 5 (2%) 271 0.56477 1 0.96933 1 0.65547 1 0.1464 1 1 1 CDC27 5 (2%) 271 0.20052 1 0.70101 1 0.35917 1 NA NA 1 1 WBSCR17 5 (2%) 271 0.0013941 1 0.11732 1 0.061677 1 NA NA 0.051215 1 GRM3 7 (3%) 269 0.72642 1 0.63758 1 0.70917 1 0.44668 1 0.42762 1 FOXG1 3 (1%) 273 0.12674 1 0.6974 1 0.55635 1 NA NA 1 1 KLF17 5 (2%) 271 0.0021814 1 0.29974 1 0.16201 1 0.44602 1 1 1 SLCO6A1 6 (2%) 270 0.5133 1 0.90959 1 0.42027 1 0.048566 1 0.095233 1 UGT2B28 5 (2%) 271 0.77914 1 0.88914 1 0.65547 1 0.414 1 1 1 HIST1H2BE 3 (1%) 273 0.73175 1 0.19209 1 0.30138 1 0.49977 1 1 1 AP3S1 3 (1%) 273 0.24726 1 0.35093 1 0.30138 1 0.2467 1 0.5538 1 DSG3 7 (3%) 269 0.23257 1 0.96562 1 0.050054 1 0.34227 1 0.69718 1 PROKR2 5 (2%) 271 0.9567 1 0.049487 1 1 1 0.66341 1 0.16691 1 QKI 4 (1%) 272 0.69228 1 0.83615 1 0.62515 1 NA NA 0.014043 1 TAS2R41 3 (1%) 273 0.87577 1 0.12993 1 0.55635 1 NA NA 0.27803 1 PCDHA3 7 (3%) 269 0.24709 1 0.27513 1 0.10384 1 0.065878 1 0.69718 1 PAN3 6 (2%) 270 0.28412 1 0.47023 1 1 1 0.76296 1 0.66817 1 COL6A3 12 (4%) 264 0.95771 1 0.26365 1 0.36564 1 0.19232 1 0.35246 1 CYP3A5 5 (2%) 271 0.31342 1 0.69949 1 0.35917 1 0.36272 1 1 1 OR5D16 4 (1%) 272 0.065311 1 0.20464 1 0.62515 1 0.83677 1 1 1 PLCXD3 4 (1%) 272 0.0039007 1 0.72124 1 0.62515 1 NA NA 0.6121 1 NOX4 5 (2%) 271 0.9956 1 0.4255 1 0.35917 1 0.56555 1 1 1 KLK6 3 (1%) 273 0.24827 1 0.22359 1 0.55635 1 NA NA 0.5538 1 OR5AR1 3 (1%) 273 0.81744 1 0.075036 1 0.55635 1 0.28589 1 1 1 PODNL1 4 (1%) 272 0.10248 1 0.17449 1 0.62515 1 0.50581 1 0.12276 1 TMPRSS6 6 (2%) 270 0.82766 1 0.20741 1 0.67199 1 0.34227 1 0.66817 1 CALCR 5 (2%) 271 0.043183 1 0.082083 1 0.65547 1 0.66341 1 0.6613 1 PCDHA1 7 (3%) 269 0.60089 1 0.31144 1 0.10384 1 0.98137 1 0.24168 1 ADCY5 6 (2%) 270 0.9902 1 0.34638 1 0.42027 1 NA NA 0.42227 1 TGFA 3 (1%) 273 0.50122 1 0.47652 1 0.55635 1 NA NA 1 1 GABRB2 5 (2%) 271 0.52358 1 0.084101 1 0.35917 1 0.32275 1 0.34577 1 ADAMTS16 6 (2%) 270 0.48222 1 0.89446 1 0.42027 1 0.414 1 0.66817 1 POTEH 3 (1%) 273 0.022083 1 0.33422 1 1 1 0.00075836 0.653 0.5538 1 OR52M1 4 (1%) 272 0.96623 1 0.47271 1 1 1 0.74345 1 1 1 BCOR 6 (2%) 270 0.18294 1 0.58532 1 0.67199 1 NA NA 0.18731 1 PSG1 3 (1%) 273 0.084212 1 0.28287 1 0.55635 1 NA NA 1 1 TSHZ2 6 (2%) 270 0.44871 1 0.65587 1 0.67199 1 0.6293 1 0.42227 1 FGD5 7 (3%) 269 0.046687 1 0.96156 1 1 1 NA NA 0.051897 1 CDH18 6 (2%) 270 0.050208 1 0.59152 1 0.42027 1 0.47872 1 0.66817 1 KDELC2 4 (1%) 272 0.55624 1 0.9041 1 0.62515 1 0.54754 1 1 1 TREML2 3 (1%) 273 0.41205 1 0.15769 1 1 1 0.54754 1 0.27803 1 FOXR2 4 (1%) 272 0.12443 1 0.81349 1 0.62515 1 0.71628 1 1 1 ADAM29 6 (2%) 270 0.73395 1 0.0081815 1 0.088966 1 0.00075784 0.653 0.66817 1 DPP10 6 (2%) 270 0.8511 1 0.73728 1 0.67199 1 0.16685 1 1 1 KPRP 5 (2%) 271 0.28106 1 0.95583 1 1 1 0.83962 1 1 1 OR13C5 4 (1%) 272 0.061175 1 0.66932 1 0.14054 1 0.54754 1 0.30156 1 OR5A1 4 (1%) 272 0.83701 1 0.21218 1 0.14054 1 0.9145 1 0.30156 1 SERPINB4 3 (1%) 273 0.50963 1 0.86934 1 0.55635 1 NA NA 0.27803 1 LUM 4 (1%) 272 0.082607 1 0.85317 1 1 1 0.7649 1 0.6121 1 GNAT3 4 (1%) 272 0.68539 1 0.29501 1 0.30013 1 0.2467 1 0.30156 1 PCDH19 6 (2%) 270 0.61795 1 0.57905 1 0.19591 1 0.66121 1 0.42227 1 OR5M3 4 (1%) 272 0.65873 1 0.31523 1 1 1 0.66121 1 0.6121 1 ALPPL2 4 (1%) 272 0.325 1 0.14109 1 1 1 NA NA 1 1 RELN 10 (4%) 266 0.47664 1 0.85102 1 1 1 0.83957 1 0.74268 1 MSL3 3 (1%) 273 0.89865 1 0.34235 1 1 1 NA NA 1 1 GLT1D1 3 (1%) 273 0.41851 1 0.039714 1 1 1 NA NA 1 1 ABCB1 7 (3%) 269 0.49346 1 0.043163 1 0.26374 1 0.065878 1 0.24168 1 ELTD1 5 (2%) 271 0.90849 1 0.83023 1 0.65547 1 0.11297 1 1 1 TRAT1 3 (1%) 273 0.011072 1 0.083968 1 1 1 NA NA 0.27803 1 MAGEB4 4 (1%) 272 0.15246 1 0.11375 1 0.14054 1 0.16578 1 1 1 SLC5A7 4 (1%) 272 0.044469 1 0.89604 1 1 1 0.08863 1 1 1 BRAF 3 (1%) 273 0.87886 1 0.047421 1 1 1 0.00075836 0.653 0.27803 1 DAO 4 (1%) 272 0.93285 1 0.97534 1 1 1 0.7649 1 0.6121 1 KRT37 4 (1%) 272 0.94729 1 0.8133 1 1 1 NA NA 0.12276 1 PRDM9 6 (2%) 270 0.95886 1 0.07092 1 0.67199 1 0.60392 1 1 1 ZNF181 4 (1%) 272 0.37825 1 0.49762 1 0.14054 1 0.2467 1 1 1 IL18RAP 4 (1%) 272 0.94536 1 0.17753 1 0.14054 1 0.28589 1 1 1 POTEG 4 (1%) 272 0.87377 1 0.6456 1 0.14054 1 NA NA 0.6121 1 PCDH11Y 6 (2%) 270 0.28194 1 0.94849 1 0.088966 1 0.47872 1 0.42227 1 RSPO3 3 (1%) 273 0.39684 1 0.7659 1 0.55635 1 NA NA 0.27803 1 SEMA3E 5 (2%) 271 0.4304 1 0.41599 1 0.65547 1 0.16578 1 0.16691 1 SLC27A2 5 (2%) 271 0.37407 1 0.29207 1 0.35917 1 0.66121 1 0.6613 1 CKMT1A 3 (1%) 273 0.49056 1 0.042842 1 0.30138 1 0.86148 1 1 1 CYP2D6 4 (1%) 272 0.06034 1 0.20073 1 0.62515 1 NA NA 0.12276 1 GABRB3 4 (1%) 272 0.93859 1 0.71485 1 0.14054 1 NA NA 1 1 TAF1L 8 (3%) 268 0.11974 1 0.13742 1 0.028864 1 0.13683 1 0.45514 1 TNFSF9 3 (1%) 273 0.816 1 0.6384 1 0.30138 1 0.54754 1 0.5538 1 ZDHHC4 3 (1%) 273 0.80244 1 0.76351 1 1 1 NA NA 1 1 FBLN2 5 (2%) 271 0.77305 1 0.017804 1 1 1 0.3482 1 0.6613 1 SYT16 5 (2%) 271 0.36812 1 0.36714 1 0.16201 1 0.11565 1 0.34577 1 F9 4 (1%) 272 0.020273 1 0.55933 1 0.62515 1 NA NA 1 1 CD33 4 (1%) 272 0.51981 1 0.032759 1 0.14054 1 NA NA 1 1 CXORF22 6 (2%) 270 0.85618 1 0.49047 1 0.026028 1 0.66121 1 0.66817 1 CARD6 6 (2%) 270 0.029966 1 0.0083946 1 0.42027 1 0.11297 1 0.42227 1 PLEKHG4B 6 (2%) 270 0.36038 1 0.058962 1 0.19591 1 0.71628 1 0.42227 1 CPNE8 4 (1%) 272 0.90131 1 0.8701 1 1 1 NA NA 0.6121 1 MRGPRE 3 (1%) 273 0.58501 1 0.44675 1 0.04808 1 0.2467 1 0.5538 1 RBMS3 4 (1%) 272 0.55631 1 0.84206 1 0.62515 1 0.85294 1 0.30156 1 NLRP12 6 (2%) 270 0.98547 1 0.47684 1 1 1 0.32275 1 0.18731 1 OR4P4 3 (1%) 273 0.74881 1 0.47675 1 1 1 NA NA 1 1 SDK1 9 (3%) 267 0.50151 1 0.21542 1 0.49358 1 0.23115 1 0.029547 1 CFHR4 3 (1%) 273 0.57393 1 0.83814 1 0.55635 1 0.71628 1 1 1 DPPA4 3 (1%) 273 0.51483 1 0.55206 1 0.30138 1 0.71628 1 1 1 LPAR3 3 (1%) 273 0.12429 1 0.8475 1 1 1 NA NA 0.041222 1 FBN3 10 (4%) 266 0.24554 1 0.39349 1 0.50523 1 0.4557 1 1 1 CD1D 3 (1%) 273 0.052685 1 0.23494 1 1 1 0.00075836 0.653 0.5538 1 POTEF 5 (2%) 271 0.97066 1 0.71796 1 1 1 NA NA 1 1 ACSM2B 4 (1%) 272 0.27625 1 0.377 1 1 1 0.71628 1 0.30156 1 ZNF618 5 (2%) 271 0.066018 1 0.35558 1 1 1 0.50452 1 0.34577 1 FBXL12 3 (1%) 273 0.84405 1 0.71029 1 1 1 NA NA 1 1 CHD8 7 (3%) 269 0.67752 1 0.424 1 0.26374 1 0.53945 1 0.24168 1 NLRP5 6 (2%) 270 0.98877 1 0.31849 1 0.42027 1 0.28325 1 1 1 OR5P2 3 (1%) 273 0.29475 1 0.32048 1 0.30138 1 0.00075836 0.653 1 1 CLYBL 3 (1%) 273 0.83299 1 0.35591 1 1 1 NA NA 1 1 MMP13 4 (1%) 272 0.84727 1 0.30706 1 0.62515 1 0.11565 1 0.30156 1 SLCO5A1 4 (1%) 272 0.93118 1 0.72357 1 0.14054 1 NA NA 0.6121 1 OR4C11 3 (1%) 273 0.48074 1 0.55392 1 1 1 NA NA 0.27803 1 TRIML1 4 (1%) 272 0.065068 1 0.28267 1 0.14054 1 NA NA 0.6121 1 FRMD7 5 (2%) 271 0.3548 1 0.52656 1 0.65547 1 0.92055 1 1 1 GRIN2A 7 (3%) 269 0.31937 1 0.61369 1 1 1 0.56555 1 1 1 KCNB2 4 (1%) 272 0.67397 1 0.80025 1 0.62515 1 NA NA 0.12276 1 SCN9A 8 (3%) 268 0.26307 1 0.53751 1 0.71457 1 0.83962 1 0.1313 1 UGT2B10 4 (1%) 272 0.68483 1 0.26595 1 1 1 0.00075784 0.653 0.6121 1 KDR 6 (2%) 270 0.14001 1 0.79533 1 0.42027 1 0.49826 1 0.66817 1 NDST4 5 (2%) 271 0.93392 1 0.32739 1 0.35917 1 0.089902 1 0.16691 1 PIK3C2G 6 (2%) 270 0.54117 1 0.86909 1 0.67199 1 0.66121 1 0.42227 1 CDH9 5 (2%) 271 0.76349 1 0.87628 1 0.35917 1 NA NA 0.34577 1 AHNAK2 14 (5%) 262 0.85884 1 0.4458 1 0.042864 1 0.73538 1 0.56916 1 ANO2 5 (2%) 271 4.7462e-09 4.1e-06 0.070217 1 0.061677 1 0.36272 1 0.051215 1 SH3RF2 5 (2%) 271 0.39158 1 0.26782 1 1 1 0.29206 1 0.16691 1 USH2A 14 (5%) 262 0.59847 1 0.64156 1 0.26881 1 0.91803 1 0.086618 1 PCDHB7 4 (1%) 272 0.68613 1 0.25972 1 0.30013 1 0.32018 1 1 1 TLR6 5 (2%) 271 0.74506 1 0.66739 1 0.65547 1 NA NA 1 1 PAK4 3 (1%) 273 0.8526 1 0.33677 1 0.55635 1 0.7649 1 1 1 PTX4 4 (1%) 272 0.64346 1 0.9825 1 0.62515 1 0.36272 1 0.6121 1 SIGLEC8 3 (1%) 273 0.8614 1 0.15205 1 1 1 0.046894 1 0.27803 1