Clinical Features MRNA_CNMF MRNA_CHIERARCHICAL MIR_CNMF MIR_CHIERARCHICAL CN_CNMF METHLYATION_CNMF RPPA_CNMF RPPA_CHIERARCHICAL MRNASEQ_CNMF MRNASEQ_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 Fisher's exact test_P Fisher's exact test_Q Fisher's exact test_P Fisher's exact test_Q TP53 79 (28%) 204 0.00072999 0.197 9.9999e-06 0.00286 0.0013 0.347 0.14993 1 4e-05 0.0111 7.9999e-05 0.0222 0.03817 1 0.0090199 1 0.00181 0.481 0.00181 0.481 PIK3R1 32 (11%) 251 0.75195 1 0.19098 1 0.19643 1 0.52859 1 0.13316 1 0.58191 1 0.98829 1 0.67774 1 0.40312 1 0.22153 1 RB1 24 (8%) 259 0.03433 1 0.01718 1 0.13363 1 0.92256 1 0.04782 1 0.25822 1 0.49233 1 0.22684 1 0.082229 1 0.57671 1 NF1 29 (10%) 254 0.081089 1 0.00025 0.068 0.02508 1 0.93202 1 0.0096899 1 0.00227 0.597 0.22827 1 0.0059199 1 0.56473 1 0.45065 1 PTEN 87 (31%) 196 0.11554 1 0.074209 1 0.02663 1 0.64648 1 0.38724 1 0.83622 1 0.37749 1 0.14371 1 0.26971 1 0.64717 1 IDH1 14 (5%) 269 0.00011 0.0302 9.9999e-06 0.00286 3e-05 0.00837 0.0032 0.835 9.9999e-06 0.00286 0.00107 0.288 0.00348 0.901 0.00109 0.292 0.00069999 0.19 9.9999e-06 0.00286 PIK3CA 29 (10%) 254 0.79001 1 0.16283 1 0.56941 1 1 1 0.90411 1 0.17005 1 0.75554 1 0.31371 1 0.26588 1 0.23731 1 STAG2 12 (4%) 271 0.39487 1 0.69834 1 0.71521 1 0.59234 1 0.75709 1 0.85256 1 0.0070899 1 0.3919 1 0.47831 1 0.10206 1 SEMG1 8 (3%) 275 0.67736 1 0.17524 1 0.89013 1 1 1 0.1459 1 NA NA NA NA NA NA 1 1 0.33728 1 RPL5 7 (2%) 276 0.37915 1 0.50738 1 0.86894 1 0.46756 1 1 1 1 1 0.84302 1 0.68645 1 0.46331 1 1 1 SLC26A3 7 (2%) 276 0.94123 1 0.76855 1 0.46217 1 0.3668 1 0.64025 1 NA NA 0.16763 1 0.15316 1 0.15662 1 0.16515 1 MAP3K1 6 (2%) 277 1 1 0.7292 1 0.80656 1 0.64361 1 1 1 NA NA NA NA NA NA 0.56923 1 1 1 ATRX 16 (6%) 267 0.00235 0.616 2e-05 0.0056 0.0066899 1 0.01817 1 9.9999e-06 0.00286 0.14712 1 0.0057699 1 0.050349 1 0.00193 0.51 0.00023 0.0628 BRAF 6 (2%) 277 0.76902 1 0.71297 1 0.31678 1 0.02962 1 0.59084 1 NA NA 1 1 0.64177 1 0.7944 1 1 1 EGFR 74 (26%) 209 0.0072199 1 0.057439 1 0.51097 1 0.139 1 9.9999e-06 0.00286 0.0082999 1 8.9999e-05 0.0248 0.00011 0.0302 0.04174 1 0.0057899 1 PDGFRA 11 (4%) 272 0.01313 1 0.14359 1 0.90584 1 0.13789 1 0.46409 1 NA NA 1 1 1 1 0.02636 1 0.00465 1 KDR 8 (3%) 275 0.20474 1 0.65452 1 0.27688 1 0.51156 1 0.49561 1 1 1 0.14475 1 0.52798 1 NA NA NA NA TMPRSS6 6 (2%) 277 0.66769 1 0.69905 1 0.66154 1 0.26432 1 0.77502 1 0.78049 1 0.25348 1 0.32335 1 0.57368 1 1 1 CHD8 9 (3%) 274 0.70273 1 0.53157 1 0.1352 1 0.64699 1 0.1933 1 1 1 0.62383 1 0.75915 1 0.27667 1 0.61052 1 SEMA3C 11 (4%) 272 0.48178 1 0.1733 1 0.12147 1 0.84965 1 0.50618 1 NA NA 0.33836 1 0.68629 1 0.10345 1 0.169 1 ZDHHC4 3 (1%) 280 NA NA NA NA 0.16434 1 1 1 0.054129 1 0.35634 1 NA NA NA NA NA NA NA NA MMP13 5 (2%) 278 0.91169 1 0.21751 1 0.76637 1 0.0483 1 0.15471 1 NA NA NA NA NA NA NA NA NA NA PRKCD 3 (1%) 280 0.17366 1 0.084019 1 0.16357 1 1 1 0.38858 1 NA NA NA NA NA NA NA NA NA NA REN 5 (2%) 278 0.47664 1 0.41459 1 0.074609 1 0.51007 1 0.62404 1 0.18421 1 1 1 0.83745 1 NA NA NA NA LRRC55 6 (2%) 277 0.37781 1 0.53645 1 0.33254 1 0.86815 1 0.326 1 NA NA NA NA NA NA NA NA NA NA MUC17 22 (8%) 261 0.01272 1 0.19231 1 0.70517 1 0.70114 1 0.96054 1 0.44791 1 0.24465 1 0.32821 1 0.85963 1 1 1 CD209 5 (2%) 278 0.91113 1 1 1 0.066609 1 0.60814 1 0.69117 1 0.48519 1 0.48967 1 1 1 NA NA NA NA DDX5 4 (1%) 279 0.21616 1 1 1 0.54208 1 0.44497 1 0.14512 1 NA NA NA NA NA NA NA NA NA NA TP63 6 (2%) 277 1 1 0.7318 1 0.40543 1 0.64691 1 0.77311 1 0.55812 1 0.066979 1 0.20815 1 0.25327 1 0.10958 1 CD1D 4 (1%) 279 0.8788 1 1 1 0.64409 1 0.12288 1 0.82785 1 1 1 0.89297 1 1 1 NA NA NA NA LZTR1 10 (4%) 273 1 1 0.51336 1 0.35897 1 0.70493 1 0.4385 1 0.37034 1 0.83918 1 0.89425 1 0.17041 1 0.75144 1 TEX15 8 (3%) 275 0.30987 1 0.24296 1 0.29935 1 0.71952 1 0.55113 1 0.35652 1 0.8685 1 0.27171 1 0.00322 0.837 0.82342 1 FBN3 11 (4%) 272 0.19071 1 0.30892 1 0.90356 1 0.9212 1 0.18159 1 0.45841 1 0.28145 1 0.37584 1 0.85635 1 1 1