Clinical Features CN_CNMF METHLYATION_CNMF RPPA_CNMF RPPA_CHIERARCHICAL MRNASEQ_CNMF MRNASEQ_CHIERARCHICAL MIRSEQ_CNMF MIRSEQ_CHIERARCHICAL MIRSEQ_MATURE_CNMF MIRSEQ_MATURE_CHIERARCHICAL nMutated (%) nWild-Type 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 KRAS 11 (6%) 183 0.5653 0.893 0.00384 0.145 0.80638 1 0.21916 0.728 0.00448 0.145 0.00165 0.125 0.00322 0.145 0.00073999 0.0937 0.03717 0.389 0.00019 0.0722 HLA-A 16 (8%) 178 0.25942 0.758 0.094269 0.56 0.22279 0.728 0.01763 0.341 0.00101 0.0959 0.066969 0.498 0.43324 0.85 0.0078899 0.214 0.69164 0.952 0.41941 0.848 FBXW7 19 (10%) 175 0.4963 0.857 0.25925 0.758 0.94591 1 0.97095 1 0.33946 0.804 0.6792 0.952 0.40198 0.827 0.45735 0.85 0.22641 0.728 0.543 0.883 HLA-B 11 (6%) 183 0.51879 0.866 0.16411 0.691 0.68456 0.952 0.32696 0.804 0.23841 0.738 0.092329 0.557 0.0192 0.347 0.13446 0.651 0.01349 0.302 0.04777 0.454 PTEN 15 (8%) 179 0.56602 0.893 0.34252 0.804 0.90512 1 0.59059 0.908 0.02615 0.386 0.22813 0.728 0.43351 0.85 0.19361 0.706 1 1 0.41825 0.848 ARID1A 14 (7%) 180 0.0069099 0.202 0.00423 0.145 0.92634 1 0.1244 0.636 0.16718 0.691 0.00065999 0.0937 0.10202 0.578 0.00444 0.145 0.70136 0.955 0.00457 0.145 MAPK1 9 (5%) 185 0.55155 0.888 0.22696 0.728 0.32196 0.804 0.97484 1 0.090409 0.554 0.054969 0.475 0.18195 0.706 0.082639 0.541 0.02103 0.363 0.02218 0.366 EP300 21 (11%) 173 1 1 0.02643 0.386 0.24692 0.754 0.03792 0.389 0.13538 0.651 0.072199 0.498 0.84015 1 0.0096499 0.24 1 1 0.24989 0.754 PIK3CA 53 (27%) 141 0.03537 0.389 0.28273 0.777 0.43237 0.85 0.29866 0.777 0.34976 0.805 0.00392 0.145 0.33266 0.804 0.34683 0.804 0.48275 0.855 0.23255 0.736 NFE2L2 12 (6%) 182 0.9272 1 0.097869 0.572 0.29862 0.777 0.050129 0.465 0.45767 0.85 0.04651 0.453 0.03616 0.389 0.01795 0.341 0.3861 0.827 0.073419 0.498 FAT2 11 (6%) 183 0.61334 0.911 0.051579 0.467 0.9003 1 0.62261 0.917 0.064569 0.498 0.48209 0.855 0.58284 0.904 0.76175 1 0.070429 0.498 0.089549 0.554 ZNF750 10 (5%) 184 0.085409 0.55 0.36677 0.823 0.89963 1 0.15403 0.691 0.50864 0.866 0.29035 0.777 0.18157 0.706 0.18962 0.706 0.47119 0.854 0.072579 0.498 BAP1 4 (2%) 190 0.14116 0.662 0.058319 0.48 NA NA NA NA 0.51076 0.866 0.4538 0.85 0.68997 0.952 0.35308 0.806 0.25682 0.758 0.17244 0.697 RAB35 4 (2%) 190 0.25938 0.758 0.45394 0.85 NA NA NA NA 0.76874 1 0.45374 0.85 0.47401 0.854 0.10665 0.587 0.29177 0.777 0.03124 0.389 ERBB3 11 (6%) 183 0.072579 0.498 0.12548 0.636 0.91437 1 0.79123 1 0.03241 0.389 0.01011 0.24 0.078399 0.523 0.02905 0.389 0.92954 1 0.33421 0.804 SMAD4 7 (4%) 187 0.48805 0.855 0.34599 0.804 0.57331 0.893 0.92003 1 0.51469 0.866 1 1 0.72254 0.977 0.59938 0.908 1 1 0.94482 1 TCTE1 5 (3%) 189 0.18228 0.706 0.31801 0.804 0.31205 0.801 0.04276 0.428 0.01717 0.341 0.40458 0.827 0.02475 0.386 0.10116 0.578 0.19982 0.706 0.33682 0.804 NHS 12 (6%) 182 0.86154 1 0.97821 1 0.64245 0.939 0.92622 1 0.75944 1 0.27609 0.777 0.9328 1 0.83136 1 0.42438 0.85 0.43389 0.85 LIN9 7 (4%) 187 0.15738 0.691 0.37426 0.825 0.68965 0.952 0.37256 0.825 0.53366 0.883 0.86864 1 0.88758 1 0.2695 0.776 0.29733 0.777 0.89325 1 C12ORF43 4 (2%) 190 0.19877 0.706 0.14545 0.674 NA NA NA NA 0.91166 1 0.45623 0.85 0.47245 0.854 0.20436 0.706 0.29171 0.777 0.1621 0.691 MED1 11 (6%) 183 0.92306 1 0.13335 0.651 0.16929 0.692 0.15552 0.691 0.23502 0.738 0.10345 0.578 0.18659 0.706 0.23885 0.738 0.5068 0.866 0.12186 0.636 USP28 4 (2%) 190 0.1989 0.706 0.54082 0.883 0.32138 0.804 0.90963 1 0.6036 0.908 1 1 0.38936 0.827 0.93775 1 0.20224 0.706 0.82161 1 IDS 7 (4%) 187 0.18946 0.706 0.5343 0.883 0.24791 0.754 0.53682 0.883 1 1 0.87034 1 0.49307 0.856 0.22228 0.728 0.43752 0.85 0.71355 0.968 TRIM9 8 (4%) 186 0.33352 0.804 0.78616 1 0.68748 0.952 0.88026 1 0.090379 0.554 0.66092 0.952 0.54385 0.883 0.03778 0.389 0.56491 0.893 0.35845 0.811 SEMA4B 7 (4%) 187 1 1 0.89147 1 NA NA NA NA 0.36816 0.823 0.86994 1 0.060689 0.48 0.28698 0.777 0.38875 0.827 0.1287 0.643 ARHGAP4 6 (3%) 188 1 1 0.6856 0.952 0.85241 1 0.68577 0.952 0.34619 0.804 1 1 0.50905 0.866 0.22813 0.728 0.69036 0.952 1 1 POU2F1 3 (2%) 191 0.44889 0.85 0.26553 0.77 NA NA NA NA 0.6139 0.911 0.70106 0.955 0.62725 0.92 0.48793 0.855 0.29374 0.777 0.16216 0.691 IFNGR1 6 (3%) 188 1 1 0.74159 0.989 0.60268 0.908 0.9114 1 0.84318 1 1 1 0.32543 0.804 0.03417 0.389 0.053059 0.469 0.78375 1 IGFN1 11 (6%) 183 0.21405 0.728 0.37976 0.825 0.68544 0.952 0.70029 0.955 1 1 0.59292 0.908 0.3541 0.806 0.96636 1 0.33082 0.804 0.84863 1 RPGR 9 (5%) 185 1 1 0.92264 1 0.68762 0.952 0.40429 0.827 0.39296 0.827 0.87855 1 0.91629 1 0.95191 1 0.76112 1 0.8026 1 CASP8 9 (5%) 185 0.67234 0.952 0.4768 0.855 0.51683 0.866 0.1673 0.691 0.21929 0.728 0.46312 0.854 0.56976 0.893 0.44768 0.85 0.12251 0.636 0.43545 0.85 GAS6 4 (2%) 190 0.81573 1 0.11025 0.598 0.45845 0.85 0.28139 0.777 0.7671 1 0.4539 0.85 1 1 0.38928 0.827 0.29236 0.777 0.7559 1 ABCD1 7 (4%) 187 0.60472 0.908 0.92497 1 0.57254 0.893 0.59228 0.908 0.17857 0.706 0.03383 0.389 0.48863 0.855 0.51973 0.866 0.057259 0.48 0.37638 0.825 RPAP1 4 (2%) 190 0.6834 0.952 0.60755 0.909 NA NA NA NA 0.60075 0.908 1 1 1 1 0.74201 0.989 1 1 0.90399 1 HIST1H4E 4 (2%) 190 0.19925 0.706 0.73396 0.988 NA NA NA NA 0.39696 0.827 0.30822 0.797 0.47378 0.854 0.83087 1 0.40068 0.827 0.37964 0.825 NLRC5 7 (4%) 187 0.68117 0.952 0.27367 0.777 0.20348 0.706 0.73556 0.988 0.67966 0.952 0.19566 0.706 0.13821 0.656 0.277 0.777 0.56604 0.893 0.16116 0.691 DDX41 5 (3%) 189 0.02913 0.389 0.11507 0.616 NA NA NA NA 0.56683 0.893 0.40208 0.827 0.33055 0.804 0.77922 1 1 1 0.54584 0.883 MCM7 3 (2%) 191 NA NA 0.071149 0.498 NA NA NA NA 0.61588 0.911 0.46668 0.854 1 1 0.49054 0.855 0.059819 0.48 0.16291 0.691