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 1.01e-35 9.3991e-07 0.000255 2.5141e-11 6.84e-09 3.8796e-49 1.09e-46 7.7593e-49 2.18e-46 2.3538e-40 6.57e-38 3.3175e-43 9.29e-41 EMG1 6 (2%) 317 0.54831 1 1 1 0.3273 1 0.08457 1 1 1 1 1 1 1 1 1 HRAS 12 (4%) 311 0.0002221 0.0586 1.4785e-06 0.000399 9.2268e-05 0.0245 0.0052894 1 1.7051e-05 0.00454 5.2343e-06 0.0014 1.685e-06 0.000453 9.2537e-06 0.00247 NRAS 26 (8%) 297 0.0069154 1 6.06e-14 1.68e-11 1 1 0.00058312 0.153 1.6268e-12 4.47e-10 1.1144e-13 3.08e-11 1.8708e-12 5.13e-10 3.3046e-12 9.02e-10 PTTG1IP 4 (1%) 319 1 1 1 1 NA NA NA NA 0.22255 1 0.45085 1 0.47129 1 0.3963 1 RPTN 8 (2%) 315 0.80523 1 0.44207 1 0.26549 1 0.80127 1 0.026747 1 0.6628 1 0.74024 1 0.67172 1 EIF1AX 5 (2%) 318 0.73075 1 0.027828 1 0.44359 1 0.13207 1 0.065444 1 0.025727 1 0.063412 1 0.19854 1 CCDC15 5 (2%) 318 0.73075 1 0.11479 1 1 1 0.38135 1 0.21101 1 0.32741 1 0.62659 1 0.10808 1 ZNF845 6 (2%) 317 0.4201 1 0.63746 1 0.63895 1 0.1252 1 0.94338 1 0.55233 1 0.87502 1 0.33387 1 ZNF878 4 (1%) 319 1 1 0.48745 1 NA NA NA NA 0.047481 1 0.56093 1 0.6944 1 1 1 TG 16 (5%) 307 1 1 0.020467 1 0.34039 1 0.49163 1 0.14541 1 0.064265 1 0.045313 1 0.021034 1 PRB2 6 (2%) 317 1 1 0.63746 1 0.080108 1 0.85072 1 0.41482 1 0.62344 1 0.52859 1 0.51811 1 R3HDM2 4 (1%) 319 0.012437 1 0.062964 1 NA NA NA NA 0.059824 1 0.065393 1 0.020966 1 0.0069365 1 IL32 3 (1%) 320 1 1 0.74157 1 NA NA NA NA 1 1 1 1 0.20881 1 1 1 TMCO2 3 (1%) 320 1 1 0.4158 1 0.77837 1 0.19981 1 0.50012 1 0.21371 1 0.4183 1 0.77846 1 PPTC7 3 (1%) 320 0.079094 1 0.062683 1 NA NA NA NA 0.17393 1 0.068786 1 0.31178 1 0.29242 1 MUC7 5 (2%) 318 0.73075 1 0.37204 1 0.68309 1 0.26003 1 0.80575 1 0.90775 1 0.86924 1 0.63111 1 LYPD3 3 (1%) 320 0.54697 1 0.4158 1 NA NA NA NA 0.50012 1 0.42684 1 0.65256 1 0.77846 1 TMEM90B 3 (1%) 320 0.13479 1 1 1 NA NA NA NA 1 1 1 1 1 1 1 1 ZNF799 5 (2%) 318 0.4648 1 1 1 0.5049 1 1 1 0.59836 1 0.90775 1 0.45338 1 1 1 PPM1D 5 (2%) 318 1 1 1 1 0.77837 1 0.1252 1 0.69528 1 0.21196 1 0.86924 1 0.32816 1 MAP3K3 4 (1%) 319 0.060961 1 0.22421 1 0.45902 1 0.08457 1 0.11665 1 0.31259 1 0.47129 1 0.55693 1 TROAP 3 (1%) 320 1 1 0.74157 1 0.77837 1 0.53454 1 0.75052 1 0.84961 1 0.53338 1 1 1 SYNPO2L 3 (1%) 320 0.54697 1 1 1 NA NA NA NA 1 1 1 1 1 1 1 1 ATAD2 4 (1%) 319 1 1 0.82341 1 NA NA NA NA 0.8129 1 0.56093 1 0.6944 1 1 1 KRAS 3 (1%) 320 1 1 0.062683 1 NA NA NA NA 0.17393 1 0.097361 1 0.066143 1 0.024316 1 SLC5A11 3 (1%) 320 0.54697 1 0.74157 1 NA NA NA NA 0.65684 1 0.36526 1 0.31178 1 0.29242 1 PRG4 4 (1%) 319 0.22971 1 0.10376 1 NA NA NA NA 0.014304 1 0.028048 1 0.47129 1 0.55693 1 SCUBE2 3 (1%) 320 1 1 0.28125 1 NA NA NA NA 0.31994 1 0.25867 1 0.65256 1 0.64295 1 ZNF479 3 (1%) 320 1 1 0.74157 1 NA NA NA NA 1 1 1 1 0.53338 1 1 1 SREBF2 3 (1%) 320 1 1 0.74157 1 NA NA NA NA 0.57703 1 0.21371 1 0.4183 1 0.77846 1 SLC26A11 3 (1%) 320 0.079094 1 1 1 NA NA NA NA 0.37543 1 1 1 0.77641 1 0.39841 1 TSC22D1 3 (1%) 320 1 1 1 1 NA NA NA NA 0.75052 1 0.84961 1 1 1 0.51215 1 ANKRD30A 5 (2%) 318 0.73075 1 0.46244 1 NA NA NA NA 0.75003 1 0.51394 1 0.74346 1 0.74383 1 FAM155A 4 (1%) 319 0.14362 1 0.15568 1 0.77837 1 0.53454 1 NA NA NA NA 0.036144 1 1 1 SLA 3 (1%) 320 0.54697 1 0.062683 1 0.28597 1 0.28488 1 0.17393 1 0.097361 1 0.066143 1 0.024316 1 ZFHX3 10 (3%) 313 0.17092 1 0.61631 1 0.4801 1 0.63189 1 0.58268 1 0.45886 1 0.61718 1 0.7209 1 ARMCX3 3 (1%) 320 0.54697 1 0.74157 1 NA NA NA NA 0.65684 1 0.13225 1 0.53338 1 0.20044 1 SLC25A45 3 (1%) 320 0.13479 1 1 1 NA NA NA NA NA NA NA NA 0.20881 1 0.29242 1 COL5A3 6 (2%) 317 0.75178 1 0.31733 1 0.77837 1 0.75837 1 0.051268 1 0.51835 1 0.87502 1 0.59634 1 CDC27 3 (1%) 320 1 1 1 1 NA NA NA NA 0.37543 1 0.17015 1 0.77641 1 0.39841 1