Clinical Features CN_CNMF METHLYATION_CNMF RPPA_CNMF RPPA_CHIERARCHICAL MRNASEQ_CNMF MRNASEQ_CHIERARCHICAL MIRSEQ_CNMF MIRSEQ_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 BRAF 183 (57%) 140 0.019436 1 3.6198e-38 9.99e-36 9.3991e-07 0.000252 2.5141e-11 6.84e-09 4.0306e-46 1.13e-43 1.5559e-39 4.31e-37 9.8813e-42 2.75e-39 1.0251e-43 2.86e-41 EMG1 6 (2%) 317 0.54831 1 1 1 0.3273 1 0.08457 1 1 1 1 1 1 1 0.77786 1 HRAS 12 (4%) 311 0.0002221 0.0582 1.4785e-06 0.000393 9.2268e-05 0.0243 0.0052894 1 1.3711e-05 0.00362 6.7883e-06 0.0018 1.3113e-06 0.00035 3.8538e-07 0.000104 NRAS 26 (8%) 297 0.0069154 1 6.06e-14 1.67e-11 1 1 0.00058312 0.152 4.6976e-11 1.27e-08 4.0258e-11 1.09e-08 9.1907e-13 2.51e-10 2.4742e-13 6.78e-11 PTTG1IP 4 (1%) 319 1 1 1 1 NA NA NA NA 0.2423 1 0.25238 1 0.46855 1 0.39327 1 RPTN 8 (2%) 315 0.80523 1 0.44207 1 0.26549 1 0.80127 1 0.024895 1 0.41549 1 0.82049 1 0.66632 1 EIF1AX 5 (2%) 318 0.73075 1 0.027828 1 0.44359 1 0.13207 1 0.062103 1 0.010868 1 0.058107 1 0.23623 1 CCDC15 5 (2%) 318 0.73075 1 0.11479 1 1 1 0.38135 1 0.13179 1 0.13568 1 0.62987 1 0.53018 1 ZNF845 6 (2%) 317 0.4201 1 0.63746 1 0.63895 1 0.1252 1 0.94332 1 0.16605 1 0.77748 1 0.32833 1 ZNF878 4 (1%) 319 1 1 0.48745 1 NA NA NA NA 0.045357 1 0.83282 1 0.69083 1 1 1 TG 16 (5%) 307 1 1 0.020467 1 0.34039 1 0.49163 1 0.4061 1 0.29326 1 0.045176 1 0.025284 1 PRB2 6 (2%) 317 1 1 0.63746 1 0.080108 1 0.85072 1 0.47352 1 0.72276 1 0.52176 1 0.59848 1 R3HDM2 4 (1%) 319 0.012437 1 0.062964 1 NA NA NA NA 0.069868 1 0.038822 1 0.01909 1 0.0082166 1 IL32 3 (1%) 320 1 1 0.74157 1 NA NA NA NA 1 1 0.78003 1 0.2018 1 0.64491 1 TMCO2 3 (1%) 320 1 1 0.4158 1 0.77837 1 0.19981 1 0.49189 1 0.30268 1 0.40146 1 0.77764 1 PPTC7 3 (1%) 320 0.079094 1 0.062683 1 NA NA NA NA 0.17163 1 0.091632 1 0.29886 1 0.40307 1 MUC7 5 (2%) 318 0.73075 1 0.37204 1 0.68309 1 0.26003 1 0.80451 1 0.84764 1 0.86564 1 0.62935 1 LYPD3 3 (1%) 320 0.54697 1 0.4158 1 NA NA NA NA 0.49189 1 0.30268 1 0.64414 1 0.77764 1 TMEM90B 3 (1%) 320 0.13479 1 1 1 NA NA NA NA 1 1 0.78003 1 1 1 1 1 ZNF799 5 (2%) 318 0.4648 1 1 1 0.5049 1 1 1 0.59189 1 0.84764 1 0.45092 1 1 1 PPM1D 5 (2%) 318 1 1 1 1 0.77837 1 0.1252 1 0.69331 1 0.84764 1 0.86564 1 0.32923 1 MAP3K3 4 (1%) 319 0.060961 1 0.22421 1 0.45902 1 0.08457 1 0.27362 1 0.1845 1 0.46855 1 0.55528 1 TROAP 3 (1%) 320 1 1 0.74157 1 0.77837 1 0.53454 1 0.74564 1 1 1 0.51933 1 0.40307 1 SYNPO2L 3 (1%) 320 0.54697 1 1 1 NA NA NA NA 1 1 0.78003 1 1 1 1 1 ATAD2 4 (1%) 319 1 1 0.82341 1 NA NA NA NA 0.80791 1 1 1 0.69083 1 1 1 KRAS 3 (1%) 320 1 1 0.062683 1 NA NA NA NA 0.17163 1 0.091632 1 0.061596 1 0.02759 1 SLC5A11 3 (1%) 320 0.54697 1 0.74157 1 NA NA NA NA NA NA NA NA 0.29886 1 0.40307 1 PRG4 4 (1%) 319 0.22971 1 0.10376 1 NA NA NA NA 0.01279 1 0.14194 1 0.46855 1 0.55528 1 SCUBE2 3 (1%) 320 1 1 0.28125 1 NA NA NA NA 0.31416 1 0.30268 1 0.64414 1 0.52219 1 ZNF479 3 (1%) 320 1 1 0.74157 1 NA NA NA NA 1 1 0.78003 1 0.51933 1 1 1 SREBF2 3 (1%) 320 1 1 0.74157 1 NA NA NA NA 0.56789 1 1 1 0.40146 1 0.77764 1 SLC26A11 3 (1%) 320 0.079094 1 1 1 NA NA NA NA 0.36782 1 0.78003 1 0.77787 1 0.30133 1 TSC22D1 3 (1%) 320 1 1 1 1 NA NA NA NA 0.74564 1 1 1 0.77787 1 0.64491 1 ANKRD30A 5 (2%) 318 0.73075 1 0.46244 1 NA NA NA NA 0.74877 1 0.50714 1 0.74032 1 0.86536 1 FAM155A 4 (1%) 319 0.14362 1 0.15568 1 0.77837 1 0.53454 1 NA NA NA NA 0.037152 1 0.55528 1 SLA 3 (1%) 320 0.54697 1 0.062683 1 0.28597 1 0.28488 1 0.17163 1 0.091632 1 0.061596 1 0.02759 1 ZFHX3 10 (3%) 313 0.17092 1 0.61631 1 0.4801 1 0.63189 1 0.79434 1 0.4373 1 0.61266 1 0.72309 1 ARMCX3 3 (1%) 320 0.54697 1 0.74157 1 NA NA NA NA 0.64643 1 0.21335 1 0.51933 1 0.2024 1 SLC25A45 3 (1%) 320 0.13479 1 1 1 NA NA NA NA NA NA NA NA 0.2018 1 0.40307 1 COL5A3 6 (2%) 317 0.75178 1 0.31733 1 0.77837 1 0.75837 1 0.044045 1 0.75254 1 0.87666 1 0.52315 1 CDC27 3 (1%) 320 1 1 1 1 NA NA NA NA 0.36782 1 0.044618 1 0.77787 1 0.30133 1