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 0.0154 9.9999e-06 0.00076 0.00134 0.0231 0.15012 0.668 2e-05 0.000844 0.00098999 0.0188 0.03756 0.297 0.0091599 0.0941 0.00208 0.0304 0.0019 0.0304 PIK3R1 32 (11%) 251 0.75211 1 0.1896 0.696 0.19763 0.702 0.5302 1 0.63704 1 0.24555 0.752 0.98787 1 0.67601 1 0.40577 0.956 0.22198 0.74 RB1 24 (8%) 259 0.03555 0.287 0.01754 0.163 0.13384 0.641 0.92286 1 0.10573 0.574 0.01113 0.108 0.48952 1 0.22563 0.743 0.081979 0.487 0.57847 1 PTEN 87 (31%) 196 0.117 0.601 0.075279 0.469 0.02666 0.225 0.63997 1 0.43075 0.98 0.22178 0.74 0.37727 0.917 0.1422 0.655 0.26925 0.783 0.64325 1 NF1 29 (10%) 254 0.080229 0.484 0.00041 0.00916 0.02517 0.217 0.93285 1 0.0085299 0.09 0.068349 0.448 0.23079 0.743 0.0057799 0.0732 0.5667 1 0.4538 1 IDH1 14 (5%) 269 6.9999e-05 0.00205 9.9999e-06 0.00076 3e-05 0.00104 0.00299 0.0406 3e-05 0.00104 2e-05 0.000844 0.00363 0.0476 0.00126 0.0228 0.00079999 0.016 9.9999e-06 0.00076 PIK3CA 29 (10%) 254 0.79106 1 0.16379 0.669 0.57384 1 1 1 0.81622 1 0.82068 1 0.75263 1 0.30974 0.841 0.26224 0.775 0.23653 0.744 STAG2 12 (4%) 271 0.39208 0.934 0.69792 1 0.71537 1 0.59111 1 0.74972 1 0.0434 0.33 0.0069799 0.0758 0.39246 0.934 0.47937 1 0.10334 0.569 SEMG2 11 (4%) 272 0.49997 1 0.42148 0.965 0.55148 1 0.92138 1 0.061559 0.425 0.6191 1 0.22843 0.743 0.44172 0.999 0.81589 1 0.80046 1 MAP3K1 6 (2%) 277 1 1 0.73035 1 0.80844 1 0.64807 1 1 1 NA NA NA NA NA NA 0.57051 1 1 1 SLC26A3 7 (2%) 276 0.94094 1 0.76687 1 0.4629 1 0.36308 0.914 0.64928 1 0.18255 0.694 0.16764 0.669 0.15406 0.669 0.1563 0.669 0.1627 0.669 ATRX 16 (6%) 267 0.00207 0.0304 9.9999e-06 0.00076 0.0068499 0.0758 0.01814 0.164 2e-05 0.000844 2e-05 0.000844 0.0064899 0.0747 0.051069 0.366 0.00194 0.0304 0.00023 0.00583 BRAF 6 (2%) 277 0.76703 1 0.71405 1 0.31861 0.859 0.02888 0.239 0.58757 1 NA NA 1 1 0.64206 1 0.78959 1 1 1 EGFR 74 (26%) 209 0.0064899 0.0747 0.056669 0.399 0.51205 1 0.13793 0.647 9.9999e-06 0.00076 0.00034 0.00807 5e-05 0.00158 0.00018 0.00489 0.04179 0.324 0.0061299 0.0747 TMPRSS6 6 (2%) 277 0.66984 1 0.70078 1 0.66189 1 0.26322 0.775 0.8835 1 0.34764 0.893 0.2557 0.771 0.32758 0.864 0.57389 1 1 1 SEMA3C 11 (4%) 272 0.48152 1 0.17416 0.669 0.12178 0.612 0.84958 1 0.54184 1 0.41291 0.957 0.33836 0.881 0.68433 1 0.10225 0.569 0.16888 0.669 RPL5 7 (2%) 276 0.37897 0.917 0.51023 1 0.86722 1 0.4673 1 1 1 NA NA 0.84348 1 0.68428 1 0.46608 1 1 1 PDGFRA 12 (4%) 271 0.0205 0.181 0.13476 0.641 0.76184 1 0.093439 0.53 0.1903 0.696 0.73186 1 0.76863 1 0.87456 1 0.050399 0.366 0.01027 0.103 MMP13 5 (2%) 278 0.9109 1 0.22089 0.74 0.76602 1 0.04954 0.366 0.15117 0.668 NA NA NA NA NA NA NA NA NA NA REN 5 (2%) 278 0.47598 1 0.41729 0.961 0.074709 0.469 0.51128 1 0.61847 1 NA NA 1 1 0.83723 1 NA NA NA NA DSP 12 (4%) 271 0.48847 1 0.96308 1 0.56923 1 0.073519 0.469 0.93312 1 0.52932 1 0.65846 1 0.70548 1 NA NA NA NA CHD8 9 (3%) 274 0.70176 1 0.53199 1 0.13492 0.641 0.64243 1 0.19134 0.696 NA NA 0.62463 1 0.75943 1 0.27573 0.788 0.61282 1 KDR 8 (3%) 275 0.20163 0.709 0.6547 1 0.28204 0.794 0.5103 1 0.7319 1 0.34472 0.891 0.14478 0.655 0.52709 1 NA NA NA NA ODF4 3 (1%) 280 0.87913 1 0.35005 0.893 1 1 0.19738 0.702 0.63402 1 NA NA NA NA NA NA NA NA NA NA TP63 6 (2%) 277 1 1 0.72939 1 0.40751 0.956 0.64446 1 0.77385 1 NA NA 0.066419 0.443 0.20647 0.72 0.25483 0.771 0.10891 0.575 PRKCD 3 (1%) 280 0.17238 0.669 0.084949 0.497 0.16244 0.669 1 1 0.37625 0.917 NA NA NA NA NA NA NA NA NA NA ACSM2B 5 (2%) 278 0.079049 0.484 0.27212 0.783 0.59042 1 0.23681 0.744 0.39316 0.934 1 1 NA NA NA NA 0.17427 0.669 1 1 CLCN7 4 (1%) 279 0.11104 0.578 0.77015 1 0.69724 1 0.2593 0.775 0.23549 0.744 0.16758 0.669 NA NA NA NA NA NA NA NA DDX5 4 (1%) 279 0.2159 0.739 1 1 0.53828 1 0.44432 0.999 0.14403 0.655 NA NA NA NA NA NA NA NA NA NA FBN3 11 (4%) 272 0.18924 0.696 0.30571 0.841 0.90436 1 0.92158 1 0.10731 0.574 1 1 0.2793 0.792 0.37474 0.917 0.8543 1 1 1 CD1D 4 (1%) 279 0.87851 1 1 1 0.64485 1 0.12369 0.612 0.82452 1 NA NA 0.8934 1 1 1 NA NA NA NA TEX15 8 (3%) 275 0.3097 0.841 0.24215 0.752 0.29983 0.832 0.72162 1 0.55054 1 0.82358 1 0.8685 1 0.27163 0.783 0.00294 0.0406 0.82446 1 KEL 15 (5%) 268 0.54501 1 0.21316 0.736 0.72172 1 0.8881 1 0.091069 0.524 0.1684 0.669 0.37743 0.917 0.91874 1 0.40999 0.956 0.65063 1 MUC17 22 (8%) 261 0.01154 0.11 0.19231 0.696 0.70582 1 0.70165 1 0.9221 1 0.84092 1 0.24434 0.752 0.3264 0.864 0.86142 1 1 1 SLC6A14 5 (2%) 278 0.87954 1 0.48248 1 0.83236 1 1 1 0.82298 1 0.23058 0.743 0.29374 0.821 0.64287 1 NA NA NA NA LRRC55 6 (2%) 277 0.37403 0.917 0.53649 1 0.33357 0.874 0.87038 1 0.3263 0.864 NA NA NA NA NA NA NA NA NA NA CD209 5 (2%) 278 0.91244 1 1 1 0.065489 0.443 0.60825 1 0.69199 1 NA NA 0.49076 1 1 1 NA NA NA NA LZTR1 11 (4%) 272 1 1 0.51901 1 0.35541 0.9 0.47399 1 0.78812 1 0.12405 0.612 0.66026 1 0.81516 1 0.17362 0.669 0.75123 1