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 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 Chi-square test_P Chi-square test_Q PTEN 161 (65%) 87 0.00027389 0.0981 0.0007176 0.254 3.4264e-21 1.31e-18 3.4446e-12 1.29e-09 0.0087581 1 0.0036242 1 7.0384e-22 2.7e-19 6.6915e-16 2.52e-13 4.8644e-19 1.85e-16 4.7656e-16 1.8e-13 CTNNB1 74 (30%) 174 2.734e-06 0.00101 1.5718e-05 0.00574 5.2999e-06 0.00195 0.004379 1 2.1048e-12 7.89e-10 0.0041296 1 1.1794e-15 4.43e-13 8.4501e-30 3.27e-27 9.7572e-09 3.63e-06 2.8215e-17 1.07e-14 FBXW7 39 (16%) 209 0.39739 1 0.073398 1 0.2015 1 0.12773 1 0.12053 1 0.54841 1 0.067952 1 0.00012369 0.0445 0.39712 1 0.42993 1 KRAS 53 (21%) 195 0.16371 1 0.0096748 1 0.002258 0.784 0.11572 1 0.2768 1 0.3109 1 0.54312 1 0.00027895 0.0996 0.12582 1 0.050139 1 PIK3CA 132 (53%) 116 0.69554 1 0.25632 1 0.54225 1 0.56935 1 0.36797 1 0.60752 1 0.77158 1 0.76557 1 0.25246 1 0.57166 1 PIK3R1 83 (33%) 165 0.03825 1 0.042983 1 0.0017725 0.622 3.1935e-05 0.0116 0.55116 1 0.69963 1 1.1483e-05 0.0042 0.000937 0.331 0.00030434 0.108 0.0089162 1 PPP2R1A 27 (11%) 221 0.051386 1 0.026569 1 0.021488 1 0.021717 1 0.29455 1 0.058281 1 0.0025094 0.868 0.0021451 0.749 0.0012838 0.452 0.0048209 1 PRKAR1B 4 (2%) 244 NA NA NA NA 0.96324 1 0.5126 1 0.8824 1 0.91625 1 0.69757 1 0.4171 1 0.83255 1 0.062488 1 SPOP 21 (8%) 227 0.14673 1 0.83818 1 0.4833 1 0.32328 1 0.97494 1 0.63477 1 0.74243 1 1 1 0.64883 1 0.86661 1 TP53 69 (28%) 179 6.7173e-06 0.00247 5.0185e-05 0.0182 8.505e-31 3.3e-28 3.541e-12 1.32e-09 4.523e-07 0.000168 1.7159e-05 0.00625 5.7593e-26 2.22e-23 1.2712e-27 4.91e-25 1.5505e-16 5.88e-14 4.2089e-19 1.61e-16 CTCF 45 (18%) 203 0.036674 1 0.33208 1 9.1942e-05 0.0332 0.063242 1 0.37246 1 0.45429 1 0.00033386 0.119 0.00015821 0.0568 0.0022132 0.77 0.11051 1 FGFR2 31 (12%) 217 0.36361 1 0.3162 1 0.38861 1 0.94879 1 0.95434 1 0.30568 1 0.91241 1 0.068531 1 0.53837 1 0.0049954 1 P2RY11 7 (3%) 241 NA NA NA NA 0.0099328 1 0.52005 1 0.69835 1 0.39045 1 0.087721 1 0.52743 1 0.8833 1 0.31911 1 ARID1A 83 (33%) 165 0.1904 1 0.088444 1 3.8073e-06 0.0014 0.233 1 0.0087785 1 0.51113 1 0.042119 1 0.08357 1 0.043192 1 0.0040942 1 CCND1 15 (6%) 233 0.33268 1 0.54496 1 0.07025 1 0.5608 1 0.21261 1 0.68108 1 0.48036 1 0.33104 1 0.16531 1 0.15281 1 CHD4 35 (14%) 213 0.078873 1 0.53033 1 0.62433 1 0.86538 1 0.94424 1 0.62955 1 0.63021 1 0.52357 1 0.93897 1 0.70895 1 NFE2L2 15 (6%) 233 0.16676 1 1 1 0.0033228 1 0.7048 1 0.43316 1 0.19387 1 0.029118 1 0.0034733 1 0.46524 1 0.27063 1 SOX17 7 (3%) 241 NA NA NA NA 0.0069334 1 0.19987 1 0.34448 1 0.36409 1 0.36094 1 0.40059 1 0.30255 1 0.33229 1 FOXA2 12 (5%) 236 NA NA NA NA 0.90869 1 0.8893 1 0.030781 1 0.93118 1 0.81974 1 0.37053 1 0.39367 1 0.44085 1 FAM9A 14 (6%) 234 NA NA NA NA 0.74995 1 0.26865 1 0.15389 1 0.049619 1 0.30901 1 0.17382 1 0.57339 1 0.037245 1 SMTNL2 9 (4%) 239 NA NA NA NA 0.049774 1 0.676 1 0.54589 1 0.07839 1 0.77603 1 1 1 0.57674 1 0.06271 1 RBMX 13 (5%) 235 0.13427 1 0.063653 1 0.14483 1 0.38582 1 0.07633 1 0.2226 1 0.82189 1 0.022017 1 0.6718 1 0.0021139 0.74 MAX 11 (4%) 237 NA NA NA NA 0.03131 1 0.8893 1 0.56411 1 0.4192 1 0.59322 1 1 1 0.79497 1 0.10744 1 ING1 13 (5%) 235 NA NA NA NA 0.037714 1 0.54132 1 0.45486 1 0.038893 1 0.72608 1 0.65853 1 0.36489 1 0.003723 1 ABI1 4 (2%) 244 NA NA NA NA 0.69866 1 NA NA 0.57204 1 0.96784 1 0.55013 1 0.702 1 0.67982 1 0.60692 1 RPL14 7 (3%) 241 NA NA NA NA 0.80625 1 0.87349 1 0.47953 1 0.99238 1 0.89951 1 0.59118 1 0.16587 1 0.87678 1 DNER 18 (7%) 230 0.13427 1 0.022014 1 0.0031645 1 0.54132 1 0.054176 1 0.1284 1 0.6352 1 0.013014 1 0.90251 1 0.044022 1 NRAS 9 (4%) 239 NA NA NA NA 0.5597 1 NA NA 0.47364 1 0.27997 1 0.8433 1 0.96568 1 0.91213 1 0.31774 1 HPD 7 (3%) 241 NA NA NA NA 0.41933 1 0.77505 1 0.59999 1 0.58768 1 0.37366 1 0.010289 1 0.76854 1 0.85978 1 RASA1 22 (9%) 226 0.36361 1 0.075056 1 0.084638 1 0.91145 1 0.016042 1 0.62616 1 0.74243 1 0.2053 1 0.95535 1 0.61334 1 ZNF267 16 (6%) 232 0.32366 1 0.63414 1 0.50891 1 1 1 0.095745 1 0.02186 1 0.42481 1 0.46568 1 0.94147 1 0.60035 1 SGK1 15 (6%) 233 0.3055 1 0.013733 1 0.25411 1 0.62361 1 0.32429 1 0.2209 1 0.84848 1 0.81086 1 0.47152 1 0.87549 1 ARID5B 29 (12%) 219 0.82953 1 0.18502 1 0.034374 1 0.13392 1 0.38859 1 0.27974 1 0.32572 1 0.05735 1 0.054919 1 0.52347 1 CYLC1 18 (7%) 230 0.13427 1 0.022014 1 0.3444 1 0.91145 1 0.057578 1 0.3248 1 0.51085 1 0.1841 1 0.3315 1 0.31318 1 DYRK1A 12 (5%) 236 0.6679 1 0.46262 1 0.45696 1 0.25164 1 0.52728 1 0.29934 1 0.76493 1 0.013854 1 0.81051 1 0.19383 1 METTL14 10 (4%) 238 0.3055 1 0.24912 1 0.40702 1 0.676 1 0.33927 1 0.29052 1 0.35554 1 0.0067791 1 0.088657 1 0.1553 1 TPTE 15 (6%) 233 NA NA NA NA 0.0039939 1 0.54132 1 0.063186 1 0.45098 1 1 1 0.21289 1 0.65044 1 0.22368 1 UPF3B 16 (6%) 232 0.41297 1 0.28493 1 0.26877 1 0.46412 1 0.70959 1 0.64955 1 0.94901 1 0.4813 1 0.49525 1 0.31289 1 UBE2QL1 5 (2%) 243 NA NA NA NA 0.59804 1 0.73463 1 0.0070723 1 0.20179 1 0.20823 1 0.064635 1 0.21993 1 0.86313 1 ZNF286A 12 (5%) 236 NA NA NA NA 0.70112 1 0.37563 1 0.43593 1 0.53859 1 0.9315 1 0.15284 1 0.70252 1 0.59723 1 ZNF263 8 (3%) 240 0.010612 1 0.013733 1 0.34501 1 0.38582 1 0.8596 1 0.94736 1 0.28434 1 0.092854 1 0.89522 1 0.57089 1 TAB3 18 (7%) 230 0.064566 1 0.077371 1 0.06354 1 0.72835 1 0.90087 1 0.35509 1 0.14194 1 0.020609 1 0.70973 1 0.41343 1