Clinical Features Time to Death AGE GENDER HISTOLOGICAL.TYPE PATHOLOGY.T PATHOLOGY.N PATHOLOGICSPREAD(M) TUMOR.STAGE 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 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 APC 57 (83%) 12 0.58752 1 0.89685 1 1 1 0.63353 1 0.075339 1 0.81338 1 0.36178 1 0.049096 1 KRAS 38 (55%) 31 0.027947 1 0.53373 1 0.32899 1 0.26979 1 0.097278 1 0.83208 1 0.32689 1 0.309 1 TP53 45 (65%) 24 0.92413 1 0.97605 1 0.80343 1 0.23763 1 0.049758 1 0.93487 1 0.72988 1 0.29747 1 SMAD4 8 (12%) 61 0.44664 1 0.66801 1 1 1 0.0058118 1 1 1 0.64542 1 0.3268 1 0.59404 1 KIAA1804 9 (13%) 60 0.44664 1 0.24002 1 1 1 1 1 0.70698 1 1 1 1 1 0.95655 1 FBXW7 9 (13%) 60 0.49722 1 0.91953 1 0.72158 1 1 1 0.5794 1 0.19892 1 0.33783 1 0.34105 1 NRAS 5 (7%) 64 0.11562 1 0.022061 1 1 1 1 1 0.052069 1 0.53001 1 0.55453 1 0.88728 1 TCF7L2 7 (10%) 62 0.66547 1 0.74386 1 1 1 1 1 0.7938 1 0.85011 1 0.26617 1 0.51436 1 PIK3CA 7 (10%) 62 0.49722 1 0.43151 1 1 1 0.034846 1 1 1 0.61951 1 0.58237 1 0.62981 1 OPCML 6 (9%) 63 0.49722 1 0.96607 1 0.69048 1 1 1 0.14793 1 1 1 1 1 0.50363 1 SMAD2 5 (7%) 64 0.49722 1 0.83445 1 1 1 1 1 0.52458 1 0.34235 1 1 1 0.53573 1 SPATA8 3 (4%) 66 NA NA 0.19432 1 0.07749 1 1 1 1 1 1 1 1 1 0.73698 1 ERBB2 4 (6%) 65 NA NA 0.27285 1 0.12684 1 1 1 0.4162 1 0.45336 1 1 1 0.66183 1 IL1RAPL2 5 (7%) 64 0.76509 1 0.6385 1 1 1 0.1105 1 1 1 0.81552 1 1 1 0.85239 1 FAM123B 6 (9%) 63 0.48367 1 0.48494 1 0.69048 1 1 1 0.046319 1 1 1 0.20651 1 0.085146 1 PIK3R1 4 (6%) 65 0.55228 1 0.14434 1 0.31 1 1 1 0.0017987 0.365 0.45336 1 1 1 0.010769 1 ZIM3 5 (7%) 64 0.068954 1 0.23502 1 1 1 0.49308 1 0.36588 1 0.53001 1 1 1 0.66601 1 OSBPL6 5 (7%) 64 NA NA 0.35965 1 0.64626 1 1 1 0.36588 1 0.53001 1 0.55453 1 0.7167 1 SGCB 4 (6%) 65 0.11562 1 0.98743 1 0.62714 1 1 1 0.048382 1 1 1 0.47354 1 0.064377 1 LIFR 5 (7%) 64 0.11562 1 0.3059 1 0.37857 1 1 1 1 1 0.43009 1 0.55453 1 0.73228 1 CACNG7 3 (4%) 66 0.44684 1 0.33027 1 0.57571 1 1 1 1 1 0.75871 1 1 1 0.20307 1 TLL2 3 (4%) 66 NA NA 0.29436 1 1 1 1 1 0.62591 1 0.52317 1 1 1 1 1 EPYC 3 (4%) 66 NA NA 0.47493 1 1 1 1 1 0.62591 1 0.10379 1 1 1 0.15506 1 FAT4 10 (14%) 59 0.76509 1 0.85269 1 1 1 1 1 0.037393 1 0.027232 1 0.337 1 0.029939 1 CCBP2 5 (7%) 64 0.58752 1 0.51629 1 0.64626 1 0.49308 1 0.14134 1 0.34235 1 1 1 0.31622 1 FBXO15 3 (4%) 66 0.13483 1 0.83095 1 0.25192 1 1 1 1 1 0.75871 1 1 1 0.20307 1