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 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 Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q NSD1 33 (11%) 273 0.30235 1 1.2738e-05 0.0055 0.24387 1 0.73048 1 0.00041073 0.174 6.406e-06 0.00277 0.0097425 1 0.035463 1 0.029731 1 0.0072015 1 PIK3CA 64 (21%) 242 0.065374 1 0.03337 1 0.094762 1 0.92753 1 0.11863 1 0.39808 1 0.037958 1 0.044582 1 0.094247 1 0.30369 1 CDKN2A 65 (21%) 241 0.021996 1 0.49381 1 0.034863 1 0.58275 1 0.20091 1 0.20586 1 0.41837 1 0.11308 1 0.19051 1 0.14996 1 HRAS 10 (3%) 296 8.1748e-05 0.0351 0.026098 1 0.16801 1 0.5987 1 0.003386 1 0.0010975 0.457 0.099101 1 0.18821 1 0.048358 1 0.21025 1 TP53 214 (70%) 92 1.6992e-12 7.44e-10 0.009478 1 0.11042 1 0.77572 1 0.011311 1 0.001427 0.592 0.061121 1 0.00080004 0.334 0.041733 1 0.0081141 1 NFE2L2 17 (6%) 289 0.80734 1 0.26729 1 0.12543 1 0.76487 1 1 1 0.46393 1 0.24819 1 0.073621 1 0.35712 1 0.47083 1 NOTCH1 57 (19%) 249 0.88005 1 0.00056249 0.236 0.018664 1 0.27863 1 0.00042781 0.181 2.5388e-06 0.0011 0.0001124 0.0481 0.29169 1 0.00078567 0.329 0.0016979 0.703 FAT1 72 (24%) 234 0.2396 1 0.62103 1 0.79449 1 0.48676 1 0.15214 1 0.2878 1 0.88535 1 0.31671 1 0.16232 1 0.15131 1 CASP8 27 (9%) 279 1.6153e-05 0.00695 0.00033525 0.142 0.69899 1 0.73884 1 2.999e-07 0.000131 5.2752e-07 0.00023 0.37743 1 0.56392 1 0.00030152 0.128 0.024423 1 JUB 18 (6%) 288 0.20141 1 0.18078 1 0.064612 1 0.081604 1 0.30529 1 0.22128 1 0.32755 1 1 1 0.01207 1 0.70566 1 MLL2 56 (18%) 250 0.07269 1 0.0065677 1 0.68729 1 0.5209 1 0.05323 1 0.0079522 1 0.052878 1 0.010213 1 0.22524 1 0.030271 1 FBXW7 15 (5%) 291 0.76031 1 0.8505 1 0.091967 1 0.30302 1 0.88141 1 0.63644 1 0.94504 1 0.85356 1 0.87167 1 0.80388 1 EPHA2 14 (5%) 292 0.11068 1 0.0079414 1 0.81071 1 0.90612 1 0.49923 1 0.57024 1 0.77529 1 0.18409 1 0.00035665 0.151 0.059177 1 ZNF750 13 (4%) 293 0.3956 1 0.0062847 1 0.94567 1 0.35321 1 0.11882 1 0.12797 1 0.63185 1 1 1 0.29037 1 0.69248 1 FLG 48 (16%) 258 0.73307 1 0.040387 1 0.53204 1 0.5747 1 0.13915 1 0.22329 1 0.063107 1 0.16268 1 0.067187 1 0.27474 1 B2M 7 (2%) 299 0.24087 1 0.22455 1 NA NA NA NA 0.51513 1 0.51674 1 0.14069 1 0.75633 1 0.15699 1 0.49896 1 IL32 4 (1%) 302 0.045099 1 0.12864 1 NA NA NA NA 0.56087 1 1 1 0.5614 1 0.66918 1 0.82757 1 1 1 EP300 25 (8%) 281 0.037556 1 0.72849 1 0.76939 1 0.26447 1 0.0095454 1 0.0046706 1 0.35195 1 0.33465 1 0.23244 1 0.026012 1 RHOA 4 (1%) 302 0.72363 1 0.17657 1 0.37867 1 0.44449 1 0.24544 1 0.14075 1 0.24563 1 0.23134 1 0.13868 1 0.36076 1 HLA-A 9 (3%) 297 0.91584 1 0.7112 1 1 1 1 1 0.072015 1 0.03106 1 0.63444 1 0.58809 1 0.17478 1 0.33657 1 CTCF 11 (4%) 295 0.24803 1 0.12236 1 0.39328 1 0.54076 1 0.63562 1 0.6318 1 0.86061 1 0.8099 1 0.66028 1 0.72179 1 RB1 10 (3%) 296 0.029681 1 0.0088776 1 0.28218 1 0.1294 1 0.0060739 1 0.0083805 1 0.05606 1 1 1 0.26315 1 0.07075 1 TGFBR2 10 (3%) 296 0.081428 1 0.48289 1 0.46896 1 1 1 0.3133 1 0.78514 1 0.91945 1 1 1 0.15885 1 0.45967 1 CSMD3 70 (23%) 236 0.054896 1 0.0023367 0.965 0.0097293 1 0.46333 1 1.3524e-05 0.00583 6.6618e-07 0.00029 0.00054193 0.228 0.0010286 0.429 0.00013715 0.0586 0.0029892 1 NECAB1 6 (2%) 300 0.043766 1 1 1 0.8562 1 0.67201 1 0.11401 1 0.062239 1 0.77328 1 0.49039 1 0.76935 1 0.44993 1 KRTAP1-5 3 (1%) 303 0.92708 1 1 1 NA NA NA NA 0.78043 1 0.63019 1 0.024495 1 1 1 0.37031 1 0.7943 1 MAPK1 4 (1%) 302 0.80792 1 0.69793 1 0.56865 1 1 1 0.69142 1 0.68627 1 0.68963 1 0.66918 1 0.6847 1 0.7128 1 PLSCR1 5 (2%) 301 0.32915 1 0.29139 1 1 1 1 1 0.52389 1 0.52618 1 0.15694 1 0.44174 1 0.73874 1 0.76074 1 CNPY3 3 (1%) 303 0.44283 1 0.66014 1 NA NA NA NA 0.50041 1 0.49872 1 0.50055 1 0.58966 1 0.49822 1 0.7943 1 EPB41L3 16 (5%) 290 0.81527 1 0.30783 1 0.25267 1 0.015151 1 0.0509 1 0.013187 1 0.15351 1 0.20249 1 0.16118 1 0.18476 1 RAC1 9 (3%) 297 0.30159 1 1 1 1 1 0.51895 1 0.19472 1 0.1923 1 0.21808 1 0.32114 1 0.49578 1 0.33175 1 CUL3 10 (3%) 296 0.81987 1 0.33604 1 0.73733 1 0.6364 1 0.40329 1 0.85167 1 0.79029 1 0.35896 1 0.90373 1 0.56733 1 TRPV4 7 (2%) 299 0.30172 1 0.41172 1 0.79635 1 0.26983 1 0.57134 1 0.063376 1 0.56859 1 0.37115 1 0.71378 1 0.33175 1 PRB2 10 (3%) 296 0.49897 1 0.080125 1 0.88845 1 1 1 0.66869 1 0.23147 1 0.66669 1 0.14964 1 0.23499 1 0.16403 1 PRB1 7 (2%) 299 0.56849 1 0.6392 1 0.75664 1 0.67201 1 0.88966 1 0.63923 1 0.10584 1 1 1 0.15725 1 0.79669 1 WHSC1 10 (3%) 296 0.079246 1 0.11193 1 0.28388 1 0.62185 1 0.85536 1 0.85167 1 0.17359 1 1 1 0.083207 1 0.9296 1 STEAP4 10 (3%) 296 0.29236 1 0.080125 1 0.17512 1 0.65586 1 0.081342 1 0.099651 1 0.08172 1 1 1 0.10854 1 0.137 1 HIST1H1B 7 (2%) 299 0.046593 1 0.15162 1 0.70542 1 0.82166 1 0.80235 1 0.71677 1 0.56859 1 0.10783 1 0.89044 1 0.1306 1 KCNA3 8 (3%) 298 0.85505 1 0.10458 1 0.80194 1 0.051762 1 0.60571 1 0.49136 1 0.90707 1 0.30573 1 0.58218 1 0.50292 1 EPDR1 6 (2%) 300 0.45012 1 1 1 0.56135 1 0.77857 1 0.32685 1 0.67497 1 0.87981 1 1 1 1 1 0.70513 1 SLC26A7 8 (3%) 298 0.64589 1 0.60596 1 0.56865 1 0.20931 1 0.19956 1 0.31063 1 0.90707 1 0.76371 1 1 1 0.82782 1 OR8D4 6 (2%) 300 0.92658 1 0.61831 1 0.89435 1 0.438 1 0.38709 1 1 1 0.38677 1 0.71963 1 0.32761 1 0.26425 1 POU4F2 7 (2%) 299 0.6706 1 0.80232 1 0.42798 1 0.40376 1 0.57134 1 0.56324 1 0.34392 1 0.75633 1 0.30449 1 0.33175 1 FCRL4 13 (4%) 293 0.67683 1 0.40558 1 0.78846 1 1 1 0.40452 1 0.10557 1 0.37689 1 0.83282 1 0.43033 1 0.57199 1 TXK 3 (1%) 303 0.41697 1 0.54685 1 NA NA NA NA 0.78043 1 0.78201 1 0.11437 1 1 1 NA NA NA NA