Clinical Features MRNA_CNMF MRNA_CHIERARCHICAL 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 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 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 PPP2R1A 27 (11%) 221 0.075984 1 0.0518 1 0.021488 1 0.021262 1 0.1409 1 0.31271 1 0.0025094 0.911 0.0021451 0.783 0.013857 1 0.0019384 0.709 0.22506 1 0.044815 1 PIK3CA 132 (53%) 116 0.85887 1 0.20272 1 0.54225 1 0.69196 1 0.36637 1 0.36468 1 0.77158 1 0.76557 1 0.19455 1 0.43994 1 0.29269 1 0.33119 1 CTNNB1 74 (30%) 174 4.9035e-07 0.000189 0.0011513 0.426 5.2999e-06 0.00204 0.0041642 1 1.289e-10 5.05e-08 0.11185 1 1.1794e-15 4.69e-13 8.4501e-30 3.44e-27 2.1166e-14 8.38e-12 3.3752e-07 0.000131 0.061905 1 0.39034 1 PIK3R1 83 (33%) 165 0.06672 1 0.02209 1 0.0017725 0.651 3.9942e-05 0.0151 0.6489 1 0.87686 1 1.1483e-05 0.0044 0.000937 0.348 0.025108 1 0.022529 1 0.15313 1 0.027391 1 PRKAR1B 4 (2%) 244 NA NA NA NA 0.96324 1 0.50611 1 0.88699 1 1 1 0.69757 1 0.4171 1 0.83178 1 0.1991 1 0.78556 1 0.30299 1 PTEN 161 (65%) 87 0.0042787 1 0.0003568 0.133 3.4264e-21 1.38e-18 3.3538e-12 1.32e-09 0.025685 1 0.18335 1 7.0384e-22 2.84e-19 6.6915e-16 2.67e-13 1.5424e-14 6.12e-12 3.0738e-16 1.23e-13 1.4924e-08 5.82e-06 3.962e-11 1.56e-08 RPL22 31 (12%) 217 0.053072 1 0.16015 1 0.01014 1 0.0091252 1 0.015268 1 0.26035 1 0.40737 1 0.12054 1 0.3423 1 0.0101 1 0.58423 1 0.43824 1 KRAS 53 (21%) 195 0.203 1 0.00074173 0.276 0.002258 0.822 0.14274 1 0.29674 1 0.85484 1 0.54312 1 0.00027895 0.105 0.11727 1 0.032614 1 0.12296 1 0.41738 1 TP53 69 (28%) 179 3.8766e-05 0.0147 1.7188e-07 6.67e-05 8.505e-31 3.47e-28 3.6096e-12 1.42e-09 2.0063e-05 0.00766 0.0014012 0.517 5.7593e-26 2.33e-23 1.2712e-27 5.16e-25 9.8108e-18 3.93e-15 2.8954e-22 1.17e-19 2.2367e-09 8.75e-07 2.0821e-08 8.1e-06 FBXW7 39 (16%) 209 0.225 1 0.69213 1 0.2015 1 0.1319 1 0.10644 1 0.10694 1 0.067952 1 0.00012369 0.0466 0.76088 1 0.18611 1 0.14371 1 0.11541 1 CTCF 45 (18%) 203 0.14875 1 0.42097 1 9.1942e-05 0.0348 0.052815 1 0.078376 1 0.84803 1 0.00033386 0.125 0.00015821 0.0595 0.0055466 1 0.0086157 1 0.009008 1 0.035202 1 ARID1A 83 (33%) 165 0.26532 1 0.011471 1 3.8073e-06 0.00147 0.22496 1 0.02713 1 1 1 0.042119 1 0.08357 1 0.035674 1 0.01254 1 0.04651 1 0.0052779 1 SPOP 21 (8%) 227 0.34932 1 1 1 0.4833 1 0.32618 1 0.83433 1 0.41497 1 0.74243 1 1 1 0.95807 1 0.73247 1 0.66574 1 0.87638 1 ARID5B 29 (12%) 219 0.96088 1 0.45933 1 0.034374 1 0.13684 1 0.16398 1 0.1818 1 0.32572 1 0.05735 1 0.33335 1 0.20567 1 0.8591 1 0.25043 1 FGFR2 31 (12%) 217 0.38513 1 0.29313 1 0.38861 1 0.89754 1 0.96987 1 0.82869 1 0.91241 1 0.068531 1 0.45732 1 0.23521 1 0.73214 1 1 1 CCND1 15 (6%) 233 0.631 1 0.83347 1 0.07025 1 0.49446 1 0.37433 1 0.33848 1 0.48036 1 0.33104 1 0.16896 1 0.12559 1 0.42073 1 0.72613 1 SMTNL2 9 (4%) 239 NA NA NA NA 0.049774 1 0.58865 1 0.60253 1 1 1 0.77603 1 1 1 0.91555 1 0.15804 1 0.78556 1 1 1 NFE2L2 15 (6%) 233 0.090516 1 0.83347 1 0.0033228 1 0.6327 1 0.2479 1 1 1 0.029118 1 0.0034733 1 0.47359 1 0.85032 1 0.33759 1 0.31349 1 CHD4 35 (14%) 213 0.098645 1 0.28356 1 0.62433 1 0.86307 1 0.96961 1 0.28657 1 0.63021 1 0.52357 1 0.36706 1 0.60735 1 0.77959 1 0.65943 1 RBMX 13 (5%) 235 0.1912 1 0.17985 1 0.14483 1 0.38511 1 0.01243 1 1 1 0.82189 1 0.022017 1 1 1 0.13216 1 0.67834 1 0.72613 1 FAM9A 14 (6%) 234 NA NA NA NA 0.74995 1 0.26922 1 0.17795 1 0.022725 1 0.30901 1 0.17382 1 0.78373 1 0.10991 1 0.021755 1 0.070836 1 HPD 7 (3%) 241 NA NA NA NA 0.41933 1 0.77601 1 0.44673 1 0.65085 1 0.37366 1 0.010289 1 0.43954 1 0.22102 1 0.81619 1 1 1 MORC4 20 (8%) 228 0.58319 1 0.17985 1 0.29961 1 0.27914 1 0.21229 1 0.033158 1 0.08349 1 0.30354 1 0.019135 1 0.28327 1 0.23312 1 0.87638 1 CASP8 17 (7%) 231 0.38127 1 0.059544 1 0.094625 1 0.6256 1 0.15421 1 0.26865 1 0.77654 1 0.26293 1 0.46809 1 0.023159 1 0.88463 1 0.68826 1 ABI1 4 (2%) 244 NA NA NA NA 0.69866 1 NA NA 0.64001 1 0.63688 1 0.55013 1 0.702 1 0.55701 1 0.60612 1 NA NA NA NA FOXA2 12 (5%) 236 NA NA NA NA 0.90869 1 0.79654 1 0.071861 1 0.74395 1 0.81974 1 0.37053 1 0.19343 1 0.91592 1 0.46714 1 0.4748 1 BRS3 15 (6%) 233 0.53592 1 0.15102 1 0.25424 1 0.5184 1 0.3924 1 0.54035 1 0.057614 1 0.003046 1 0.30987 1 0.047767 1 0.54559 1 0.53259 1 NRAS 9 (4%) 239 NA NA NA NA 0.5597 1 NA NA 0.31592 1 1 1 0.8433 1 0.96568 1 0.58042 1 0.68026 1 NA NA NA NA DNER 18 (7%) 230 0.1912 1 0.051469 1 0.0031645 1 0.65463 1 0.021717 1 0.58145 1 0.6352 1 0.013014 1 0.66555 1 0.12809 1 0.67499 1 1 1 TIAL1 11 (4%) 237 0.38127 1 0.4049 1 0.2213 1 0.076575 1 0.56444 1 0.74395 1 0.13156 1 0.046886 1 0.73981 1 0.80898 1 0.8591 1 0.25043 1 RPL14 7 (3%) 241 NA NA NA NA 0.80625 1 0.87459 1 0.47879 1 1 1 0.89951 1 0.59118 1 0.38526 1 0.90277 1 0.85097 1 1 1 SGK1 15 (6%) 233 0.38127 1 0.059544 1 0.25411 1 0.62581 1 0.22598 1 0.095402 1 0.84848 1 0.81086 1 0.29085 1 0.44557 1 0.67834 1 0.72613 1 SLC48A1 5 (2%) 243 NA NA NA NA 0.59804 1 0.63943 1 0.80339 1 0.37153 1 0.62357 1 1 1 0.52559 1 0.59997 1 0.78556 1 0.69326 1 BCOR 30 (12%) 218 0.68711 1 0.4049 1 0.0015902 0.585 0.025079 1 0.51211 1 0.50027 1 0.10688 1 0.2402 1 0.90835 1 0.21342 1 0.59446 1 0.30206 1 ZNF263 8 (3%) 240 0.02425 1 0.059544 1 0.34501 1 0.38511 1 0.61054 1 1 1 0.28434 1 0.092854 1 0.15909 1 0.059785 1 0.42073 1 0.36691 1 RNF43 12 (5%) 236 0.13313 1 0.15102 1 0.35904 1 0.3781 1 0.29629 1 1 1 0.04293 1 2.6386e-05 0.0101 0.054572 1 0.016572 1 0.064321 1 0.057396 1