Clinical Features MRNA_CNMF MRNA_CHIERARCHICAL 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 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 PTEN 161 (65%) 87 0.00027389 0.101 0.0007176 0.263 3.4264e-21 1.34e-18 3.4446e-12 1.33e-09 0.025685 1 0.18335 1 7.0384e-22 2.77e-19 6.6915e-16 2.6e-13 1.5424e-14 5.97e-12 3.0738e-16 1.2e-13 CTNNB1 74 (30%) 174 2.734e-06 0.00104 1.5718e-05 0.00591 5.2999e-06 0.00201 0.004379 1 1.289e-10 4.94e-08 0.11185 1 1.1794e-15 4.58e-13 8.4501e-30 3.35e-27 2.1166e-14 8.17e-12 3.3752e-07 0.000129 FBXW7 39 (16%) 209 0.39739 1 0.073398 1 0.2015 1 0.12773 1 0.10644 1 0.10694 1 0.067952 1 0.00012369 0.0459 0.76088 1 0.18611 1 KRAS 53 (21%) 195 0.16371 1 0.0096748 1 0.002258 0.813 0.11572 1 0.29674 1 0.85484 1 0.54312 1 0.00027895 0.103 0.11727 1 0.032614 1 PIK3CA 132 (53%) 116 0.69554 1 0.25632 1 0.54225 1 0.56935 1 0.36637 1 0.36468 1 0.77158 1 0.76557 1 0.19455 1 0.43994 1 PIK3R1 83 (33%) 165 0.03825 1 0.042983 1 0.0017725 0.643 3.1935e-05 0.0119 0.6489 1 0.87686 1 1.1483e-05 0.00433 0.000937 0.342 0.025108 1 0.022529 1 PPP2R1A 27 (11%) 221 0.051386 1 0.026569 1 0.021488 1 0.021717 1 0.1409 1 0.31271 1 0.0025094 0.901 0.0021451 0.774 0.013857 1 0.0019384 0.702 PRKAR1B 4 (2%) 244 NA NA NA NA 0.96324 1 0.5126 1 0.88699 1 1 1 0.69757 1 0.4171 1 0.83178 1 0.1991 1 RPL22 31 (12%) 217 0.037367 1 0.011218 1 0.01014 1 0.0074207 1 0.015268 1 0.26035 1 0.40737 1 0.12054 1 0.3423 1 0.0101 1 SPOP 21 (8%) 227 0.14673 1 0.83818 1 0.4833 1 0.32328 1 0.83433 1 0.41497 1 0.74243 1 1 1 0.95807 1 0.73247 1 TP53 69 (28%) 179 6.7173e-06 0.00254 5.0185e-05 0.0187 8.505e-31 3.39e-28 3.541e-12 1.36e-09 2.0063e-05 0.00752 0.0014012 0.51 5.7593e-26 2.27e-23 1.2712e-27 5.03e-25 9.8108e-18 3.84e-15 2.8954e-22 1.14e-19 CTCF 45 (18%) 203 0.036674 1 0.33208 1 9.1942e-05 0.0342 0.063242 1 0.078376 1 0.84803 1 0.00033386 0.123 0.00015821 0.0585 0.0055466 1 0.0086157 1 FGFR2 31 (12%) 217 0.36361 1 0.3162 1 0.38861 1 0.94879 1 0.96987 1 0.82869 1 0.91241 1 0.068531 1 0.45732 1 0.23521 1 ARID1A 83 (33%) 165 0.1904 1 0.088444 1 3.8073e-06 0.00145 0.233 1 0.02713 1 1 1 0.042119 1 0.08357 1 0.035674 1 0.01254 1 P2RY11 7 (3%) 241 NA NA NA NA 0.0099328 1 0.52005 1 0.72383 1 0.20417 1 0.087721 1 0.52743 1 0.59021 1 0.36707 1 CCND1 15 (6%) 233 0.33268 1 0.54496 1 0.07025 1 0.5608 1 0.37433 1 0.33848 1 0.48036 1 0.33104 1 0.16896 1 0.12559 1 CHD4 35 (14%) 213 0.078873 1 0.53033 1 0.62433 1 0.86538 1 0.96961 1 0.28657 1 0.63021 1 0.52357 1 0.36706 1 0.60735 1 NFE2L2 15 (6%) 233 0.16676 1 1 1 0.0033228 1 0.7048 1 0.2479 1 1 1 0.029118 1 0.0034733 1 0.47359 1 0.85032 1 SOX17 7 (3%) 241 NA NA NA NA 0.0069334 1 0.19987 1 0.3388 1 0.40972 1 0.36094 1 0.40059 1 0.71389 1 0.18352 1 FOXA2 12 (5%) 236 NA NA NA NA 0.90869 1 0.8893 1 0.071861 1 0.74395 1 0.81974 1 0.37053 1 0.19343 1 0.91592 1 FAM9A 14 (6%) 234 NA NA NA NA 0.74995 1 0.26865 1 0.17795 1 0.022725 1 0.30901 1 0.17382 1 0.78373 1 0.10991 1 SMTNL2 9 (4%) 239 NA NA NA NA 0.049774 1 0.676 1 0.60253 1 1 1 0.77603 1 1 1 0.91555 1 0.15804 1 RBMX 13 (5%) 235 0.13427 1 0.063653 1 0.14483 1 0.38582 1 0.01243 1 1 1 0.82189 1 0.022017 1 1 1 0.13216 1 MAX 11 (4%) 237 NA NA NA NA 0.03131 1 0.8893 1 0.56766 1 0.73341 1 0.59322 1 1 1 1 1 0.29151 1 ING1 13 (5%) 235 NA NA NA NA 0.037714 1 0.54132 1 0.43629 1 0.08297 1 0.72608 1 0.65853 1 0.75442 1 0.065401 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 RPL14 7 (3%) 241 NA NA NA NA 0.80625 1 0.87349 1 0.47879 1 1 1 0.89951 1 0.59118 1 0.38526 1 0.90277 1 DNER 18 (7%) 230 0.13427 1 0.022014 1 0.0031645 1 0.54132 1 0.021717 1 0.58145 1 0.6352 1 0.013014 1 0.66555 1 0.12809 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 HPD 7 (3%) 241 NA NA NA NA 0.41933 1 0.77505 1 0.44673 1 0.65085 1 0.37366 1 0.010289 1 0.43954 1 0.22102 1 RASA1 22 (9%) 226 0.36361 1 0.075056 1 0.084638 1 0.91145 1 0.33057 1 1 1 0.74243 1 0.2053 1 0.60315 1 0.50777 1 ZNF267 16 (6%) 232 0.32366 1 0.63414 1 0.50891 1 1 1 0.061104 1 0.24821 1 0.42481 1 0.46568 1 0.69728 1 0.20668 1 SGK1 15 (6%) 233 0.3055 1 0.013733 1 0.25411 1 0.62361 1 0.22598 1 0.095402 1 0.84848 1 0.81086 1 0.29085 1 0.44557 1 ARID5B 29 (12%) 219 0.82953 1 0.18502 1 0.034374 1 0.13392 1 0.16398 1 0.1818 1 0.32572 1 0.05735 1 0.33335 1 0.20567 1 CYLC1 18 (7%) 230 0.13427 1 0.022014 1 0.3444 1 0.91145 1 0.28224 1 0.26865 1 0.51085 1 0.1841 1 0.31878 1 0.20471 1 DYRK1A 12 (5%) 236 0.6679 1 0.46262 1 0.45696 1 0.25164 1 0.45775 1 0.30571 1 0.76493 1 0.013854 1 0.53171 1 0.13556 1 METTL14 10 (4%) 238 0.3055 1 0.24912 1 0.40702 1 0.676 1 0.36268 1 0.50942 1 0.35554 1 0.0067791 1 0.017674 1 0.4136 1 TPTE 15 (6%) 233 NA NA NA NA 0.0039939 1 0.54132 1 0.18338 1 0.76932 1 1 1 0.21289 1 1 1 0.42423 1 UPF3B 16 (6%) 232 0.41297 1 0.28493 1 0.26877 1 0.46412 1 0.72143 1 0.26865 1 0.94901 1 0.4813 1 0.75038 1 0.80521 1 UBE2QL1 5 (2%) 243 NA NA NA NA 0.59804 1 0.73463 1 0.0087531 1 0.020126 1 0.20823 1 0.064635 1 0.63132 1 1 1 ZNF286A 12 (5%) 236 NA NA NA NA 0.70112 1 0.37563 1 0.1575 1 0.32227 1 0.9315 1 0.15284 1 1 1 0.92388 1 ZNF263 8 (3%) 240 0.010612 1 0.013733 1 0.34501 1 0.38582 1 0.61054 1 1 1 0.28434 1 0.092854 1 0.15909 1 0.059785 1 TAB3 18 (7%) 230 0.064566 1 0.077371 1 0.06354 1 0.72835 1 0.76095 1 1 1 0.14194 1 0.020609 1 0.4546 1 0.59197 1