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 Chi-square test_P Chi-square 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 Chi-square test_P Chi-square test_Q PIK3CA 64 (21%) 242 0.17324 1 0.029799 1 0.70167 1 0.88079 1 0.080005 1 0.35624 1 0.044523 1 0.48456 1 0.78934 1 0.4898 1 CDKN2A 65 (21%) 241 0.14232 1 0.001934 0.625 0.0012026 0.396 0.30736 1 0.21442 1 0.35724 1 0.31208 1 0.16553 1 0.63907 1 0.56851 1 HRAS 10 (3%) 296 0.00012695 0.0427 0.0016451 0.535 0.38923 1 0.23445 1 0.0014143 0.462 0.001203 0.396 0.26158 1 0.23019 1 0.62584 1 0.4109 1 TP53 213 (70%) 93 8.2209e-13 2.84e-10 1.3956e-19 4.84e-17 0.085796 1 0.062787 1 0.0058393 1 0.00016356 0.0548 0.051065 1 0.00023177 0.0772 0.047214 1 0.0036704 1 NFE2L2 17 (6%) 289 0.91592 1 3.0219e-05 0.0102 0.34776 1 1 1 1 1 0.86227 1 0.7243 1 0.20874 1 0.3974 1 0.41902 1 NOTCH1 57 (19%) 249 0.11464 1 0.0081786 1 0.057686 1 0.026686 1 0.0033906 1 0.00054892 0.181 0.00026866 0.0892 0.22996 1 0.033696 1 0.011882 1 NSD1 33 (11%) 273 0.06671 1 2.7845e-23 9.69e-21 0.097422 1 0.45874 1 0.00021377 0.0714 1.0858e-05 0.00369 0.08065 1 0.015344 1 0.034143 1 0.048216 1 FAT1 69 (23%) 237 0.68138 1 0.1299 1 0.90528 1 1 1 0.14231 1 0.25365 1 0.084246 1 0.23486 1 0.92969 1 0.48415 1 CASP8 27 (9%) 279 7.3666e-07 0.000252 4.6684e-11 1.61e-08 0.016809 1 0.31125 1 2.2235e-08 7.65e-06 2.5457e-08 8.73e-06 0.051963 1 0.20854 1 0.19247 1 0.12631 1 JUB 18 (6%) 288 0.2749 1 0.079594 1 0.39679 1 0.46555 1 0.14145 1 0.50309 1 0.096193 1 1 1 0.077896 1 0.95262 1 MLL2 53 (17%) 253 0.1406 1 0.0405 1 0.49985 1 0.81142 1 0.11181 1 0.18655 1 0.067721 1 0.0018215 0.59 0.49941 1 0.19474 1 FBXW7 15 (5%) 291 0.47098 1 0.12479 1 0.41645 1 0.13392 1 0.65308 1 1 1 0.81047 1 0.76573 1 0.54595 1 0.046464 1 ZNF750 13 (4%) 293 1 1 0.13634 1 0.80492 1 0.52629 1 0.078972 1 0.10491 1 0.70795 1 1 1 0.42469 1 0.76385 1 EPHA2 13 (4%) 293 0.21328 1 0.0014379 0.469 0.74122 1 0.90154 1 0.070991 1 0.11412 1 0.10058 1 0.0058961 1 0.13832 1 0.22858 1 FLG 47 (15%) 259 0.91948 1 0.084405 1 0.54762 1 0.76207 1 0.049346 1 0.079064 1 0.040523 1 0.14855 1 0.39992 1 0.26035 1 B2M 7 (2%) 299 0.21866 1 0.066992 1 NA NA NA NA 0.58483 1 0.44961 1 0.33001 1 0.78733 1 0.65757 1 0.85587 1 EP300 24 (8%) 282 0.41893 1 0.50292 1 0.57326 1 0.27816 1 0.0056136 1 0.017415 1 0.40952 1 0.84718 1 0.73473 1 0.2674 1 RHOA 4 (1%) 302 0.059949 1 0.092072 1 0.13771 1 0.44934 1 0.82533 1 0.21238 1 0.073405 1 0.43052 1 0.037481 1 0.039799 1 HLA-A 9 (3%) 297 0.36701 1 0.18643 1 1 1 0.45294 1 0.19019 1 0.22983 1 0.61245 1 0.057332 1 0.6946 1 0.38063 1 CTCF 11 (4%) 295 0.18152 1 0.029629 1 0.61574 1 0.85648 1 0.42543 1 0.44481 1 0.48401 1 0.53433 1 0.71508 1 0.97201 1 RB1 10 (3%) 296 0.70347 1 0.40616 1 0.3271 1 0.12253 1 0.045853 1 0.031426 1 0.16061 1 1 1 0.53224 1 0.062928 1 CSMD3 70 (23%) 236 0.004707 1 8.1705e-05 0.0275 0.013041 1 0.15033 1 1.0889e-05 0.00369 1.0394e-05 0.00354 0.00037231 0.123 0.013294 1 0.0043773 1 0.0044982 1 TGFBR2 10 (3%) 296 0.54175 1 0.027371 1 0.43789 1 1 1 0.2307 1 0.5964 1 0.91762 1 1 1 0.8971 1 0.24401 1 NECAB1 6 (2%) 300 0.36178 1 0.1568 1 0.87231 1 0.65911 1 0.074645 1 0.018007 1 0.58056 1 0.5536 1 0.51199 1 0.16744 1 MAPK1 4 (1%) 302 0.29702 1 0.88492 1 1 1 0.74281 1 0.6882 1 0.35115 1 0.68227 1 0.19702 1 0.69697 1 0.98421 1 EPB41L3 16 (5%) 290 0.2026 1 0.02956 1 0.6751 1 0.12819 1 0.068799 1 0.015392 1 0.13079 1 0.11698 1 0.32603 1 0.32319 1 RAC1 9 (3%) 297 0.23287 1 0.50947 1 1 1 0.74281 1 0.19019 1 0.037151 1 0.28026 1 0.15645 1 0.37544 1 0.13699 1 CUL3 10 (3%) 296 0.27706 1 0.12195 1 0.37653 1 0.19932 1 0.46961 1 0.78071 1 0.64881 1 0.50391 1 0.37471 1 0.68566 1 PRB1 7 (2%) 299 0.058816 1 0.14891 1 0.35663 1 0.65911 1 0.88919 1 0.48518 1 0.24162 1 0.30357 1 0.0022616 0.728 0.98666 1 TRPV4 7 (2%) 299 0.84727 1 0.90998 1 1 1 1 1 0.49618 1 0.26134 1 0.11314 1 0.45923 1 0.71389 1 0.077756 1 EPDR1 6 (2%) 300 0.54443 1 0.30219 1 0.71413 1 0.77307 1 0.33014 1 0.65546 1 1 1 0.77176 1 0.055642 1 0.69706 1 SLC26A7 8 (3%) 298 0.6434 1 0.40282 1 0.39401 1 0.28899 1 0.12847 1 0.079498 1 0.5731 1 0.64197 1 0.29658 1 0.57054 1 KCNA3 8 (3%) 298 0.86912 1 0.84231 1 0.045173 1 0.59184 1 0.54883 1 0.21544 1 0.81128 1 0.64197 1 0.56774 1 0.21037 1 HIST1H1B 7 (2%) 299 0.60539 1 0.28419 1 0.94457 1 0.64842 1 0.72071 1 0.43542 1 0.61121 1 0.01879 1 0.71389 1 0.078899 1 STEAP4 10 (3%) 296 0.14674 1 0.59462 1 0.17149 1 0.11962 1 0.099298 1 0.21536 1 0.28506 1 0.58438 1 0.71508 1 0.38133 1