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 0.0033755 0.874 1.0841e-37 2.98e-35 3.5959e-07 9.6e-05 3.7109e-13 1.01e-10 4.0306e-46 1.12e-43 1.5559e-39 4.29e-37 1.3372e-43 3.7e-41 2.1578e-45 6e-43 EMG1 6 (2%) 317 0.5565 1 0.86227 1 0.26709 1 0.14737 1 1 1 1 1 1 1 0.16622 1 HRAS 12 (4%) 311 0.00010667 0.0279 2.483e-06 0.000658 0.00022371 0.0582 0.0034895 0.9 1.3711e-05 0.00361 6.7883e-06 0.00179 1.4914e-06 0.000397 3.3819e-07 9.06e-05 NRAS 26 (8%) 297 0.0097998 1 6.625e-14 1.82e-11 1 1 0.00020871 0.0545 4.6976e-11 1.26e-08 4.0258e-11 1.09e-08 1.6362e-12 4.43e-10 1.7599e-13 4.8e-11 PTTG1IP 4 (1%) 319 1 1 1 1 NA NA NA NA 0.2423 1 0.25238 1 0.47085 1 0.037917 1 RPTN 8 (2%) 315 1 1 0.68775 1 0.3274 1 0.48546 1 0.024895 1 0.41549 1 0.74144 1 1 1 EIF1AX 5 (2%) 318 1 1 0.027987 1 0.44414 1 0.11518 1 0.062103 1 0.010868 1 0.061561 1 0.23426 1 CCDC15 5 (2%) 318 1 1 0.17035 1 1 1 0.77814 1 0.13179 1 0.13568 1 0.62757 1 0.52668 1 ZNF845 6 (2%) 317 0.5565 1 0.61523 1 0.64018 1 0.34982 1 0.94332 1 0.16605 1 0.37963 1 0.32716 1 ZNF878 4 (1%) 319 1 1 0.45564 1 NA NA NA NA 0.045357 1 0.83282 1 0.6936 1 1 1 TG 16 (5%) 307 1 1 0.025477 1 0.28647 1 0.27253 1 0.4061 1 0.29326 1 0.042627 1 0.024364 1 PRB2 6 (2%) 317 1 1 0.61523 1 0.080929 1 1 1 0.47352 1 0.72276 1 0.52542 1 0.59441 1 R3HDM2 4 (1%) 319 0.013374 1 0.049477 1 NA NA NA NA 0.069868 1 0.038822 1 0.02016 1 0.0078812 1 IL32 3 (1%) 320 1 1 0.39016 1 NA NA NA NA 1 1 0.78003 1 0.2064 1 0.64098 1 TMCO2 3 (1%) 320 1 1 0.54525 1 0.77776 1 0.185 1 0.49189 1 0.30268 1 0.4127 1 0.77889 1 PPTC7 3 (1%) 320 0.078988 1 0.083503 1 NA NA NA NA 0.17163 1 0.091632 1 0.30644 1 0.39485 1 MUC7 5 (2%) 318 1 1 0.27352 1 0.68429 1 0.77814 1 0.80451 1 0.84764 1 0.45288 1 0.63218 1 LYPD3 3 (1%) 320 0.54956 1 0.54525 1 NA NA NA NA 0.49189 1 0.30268 1 0.6498 1 0.77889 1 TMEM90B 3 (1%) 320 0.13634 1 1 1 NA NA NA NA 1 1 0.78003 1 1 1 1 1 ZNF799 5 (2%) 318 0.47319 1 0.8341 1 0.50965 1 1 1 0.59189 1 0.84764 1 0.45288 1 1 1 PPM1D 5 (2%) 318 1 1 1 1 0.77776 1 0.34982 1 0.69331 1 0.84764 1 0.86845 1 0.28094 1 MAP3K3 4 (1%) 319 0.38082 1 0.27644 1 0.3934 1 0.14737 1 0.27362 1 0.1845 1 0.47085 1 0.39142 1 TROAP 3 (1%) 320 1 1 0.39016 1 0.77776 1 1 1 0.74564 1 1 1 0.30644 1 0.39485 1 SYNPO2L 3 (1%) 320 0.54956 1 1 1 NA NA NA NA 1 1 0.78003 1 1 1 1 1 ATAD2 4 (1%) 319 1 1 0.61185 1 NA NA NA NA 0.80791 1 1 1 0.6936 1 1 1 KRAS 3 (1%) 320 1 1 0.083503 1 NA NA NA NA 0.17163 1 0.091632 1 0.064236 1 0.026746 1 SLC5A11 3 (1%) 320 0.54956 1 0.71598 1 NA NA NA NA NA NA NA NA 0.30644 1 0.39485 1 PRG4 4 (1%) 319 0.23211 1 0.36173 1 NA NA NA NA 0.01279 1 0.14194 1 0.47085 1 0.55778 1 SCUBE2 3 (1%) 320 NA NA 0.24569 1 NA NA NA NA 0.31416 1 0.30268 1 0.6498 1 0.51111 1 ZNF479 3 (1%) 320 1 1 0.39016 1 NA NA NA NA 1 1 0.78003 1 1 1 1 1 SREBF2 3 (1%) 320 1 1 0.39016 1 NA NA NA NA 0.56789 1 1 1 0.4127 1 0.77889 1 SLC26A11 3 (1%) 320 0.078988 1 1 1 NA NA NA NA 0.36782 1 0.78003 1 0.77684 1 0.29181 1 TSC22D1 3 (1%) 320 1 1 1 1 NA NA NA NA 0.74564 1 1 1 1 1 0.64098 1 ANKRD30A 5 (2%) 318 1 1 0.43002 1 NA NA NA NA 0.74877 1 0.50714 1 0.74196 1 0.86549 1 FAM155A 4 (1%) 319 0.14361 1 0.61185 1 0.77776 1 1 1 NA NA NA NA 0.33151 1 0.83226 1 SLA 3 (1%) 320 0.54956 1 0.083503 1 0.29 1 0.34982 1 0.17163 1 0.091632 1 0.064236 1 0.026746 1 ZFHX3 10 (3%) 313 0.17835 1 0.7372 1 0.48319 1 0.53308 1 0.79434 1 0.4373 1 0.61502 1 0.72686 1 ARMCX3 3 (1%) 320 0.54956 1 0.39016 1 NA NA NA NA 0.64643 1 0.21335 1 0.52759 1 0.19938 1 SLC25A45 3 (1%) 320 0.13634 1 1 1 NA NA NA NA NA NA NA NA 0.2064 1 0.64098 1 COL5A3 6 (2%) 317 0.75763 1 1 1 0.77776 1 1 1 0.044045 1 0.75254 1 0.8755 1 0.51853 1 CDC27 3 (1%) 320 1 1 1 1 NA NA NA NA 0.36782 1 0.044618 1 0.77684 1 1 1