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 80 (28%) 203 0.00074999 0.015 9.9999e-06 0.000514 0.00079999 0.0152 0.20208 0.769 0.00033 0.00792 5e-05 0.0018 0.0069799 0.0838 0.04751 0.356 0.00124 0.0213 0.00064999 0.0138 PIK3R1 32 (11%) 251 0.41545 0.951 0.19111 0.762 0.061809 0.412 0.5313 1 0.074479 0.452 0.41734 0.951 0.21464 0.777 0.057089 0.4 0.46897 0.993 0.2198 0.777 RB1 24 (8%) 259 0.084059 0.477 0.01768 0.177 0.10472 0.524 0.92184 1 0.18988 0.762 0.01948 0.182 0.81589 1 0.54019 1 0.078149 0.461 0.57696 1 NF1 29 (10%) 254 0.10176 0.523 0.00039 0.00877 0.0332 0.266 0.93124 1 0.0076199 0.0885 0.059329 0.403 0.052919 0.381 0.01207 0.132 0.48157 0.993 0.45025 0.982 PTEN 87 (31%) 196 0.15067 0.687 0.075329 0.452 0.04468 0.342 0.64441 1 0.10034 0.523 0.02731 0.234 0.24712 0.78 0.38172 0.922 0.42086 0.953 0.64571 1 IDH1 14 (5%) 269 0.00022 0.00609 9.9999e-06 0.000514 7.9999e-05 0.0024 0.00289 0.0452 9.9999e-06 0.000514 3e-05 0.00135 0.26759 0.813 0.0068099 0.0838 0.00098999 0.0178 9.9999e-06 0.000514 PIK3CA 27 (10%) 256 0.92097 1 0.28823 0.837 0.27418 0.813 0.86086 1 0.74444 1 0.38093 0.922 0.81101 1 0.40469 0.946 0.48547 0.993 0.23229 0.777 STAG2 12 (4%) 271 0.49209 0.995 0.69969 1 0.52678 1 0.59339 1 0.48813 0.993 0.15527 0.691 0.27748 0.813 0.33536 0.875 0.42711 0.961 0.10445 0.524 SLC26A3 7 (2%) 276 0.84693 1 0.76736 1 0.5797 1 0.36522 0.908 0.7026 1 0.23501 0.777 0.48471 0.993 0.30955 0.854 0.11243 0.547 0.16413 0.721 SEMG1 8 (3%) 275 0.9574 1 0.17633 0.738 0.95775 1 1 1 0.3403 0.875 0.27123 0.813 NA NA NA NA 1 1 0.33651 0.875 KDR 8 (3%) 275 0.21936 0.777 0.65508 1 0.24461 0.779 0.51187 1 0.37475 0.918 0.34014 0.875 0.15548 0.691 0.73652 1 NA NA NA NA RPL5 7 (2%) 276 0.39914 0.939 0.51003 1 0.9073 1 0.46914 0.993 0.79721 1 NA NA 0.55207 1 0.68965 1 0.46155 0.993 1 1 ATRX 16 (6%) 267 0.00358 0.0516 9.9999e-06 0.000514 0.01622 0.167 0.01845 0.18 9.9999e-06 0.000514 5.9999e-05 0.00196 0.55403 1 0.01355 0.143 0.00255 0.0417 0.00024 0.00617 MAP3K1 6 (2%) 277 0.92957 1 0.73034 1 0.75976 1 0.64619 1 0.65405 1 NA NA NA NA NA NA 0.5639 1 1 1 BRAF 6 (2%) 277 0.59788 1 0.71161 1 0.3166 0.857 0.02855 0.234 0.096699 0.512 NA NA 1 1 0.77994 1 0.79367 1 1 1 EGFR 74 (26%) 209 0.086139 0.477 0.057769 0.4 0.27766 0.813 0.13949 0.654 4e-05 0.0016 0.00355 0.0516 0.25641 0.798 9.9999e-06 0.000514 0.02391 0.215 0.0060599 0.0808 TMPRSS6 6 (2%) 277 0.73122 1 0.70266 1 0.72554 1 0.26321 0.81 0.58341 1 1 1 0.90525 1 0.46942 0.993 0.57228 1 1 1 PRKCD 3 (1%) 280 0.081669 0.474 0.085129 0.477 0.23452 0.777 1 1 0.61742 1 NA NA NA NA NA NA NA NA NA NA TP63 6 (2%) 277 0.92962 1 0.72835 1 0.31598 0.857 0.64771 1 0.76272 1 NA NA 0.03702 0.29 0.38806 0.925 0.23864 0.777 0.10874 0.536 PDGFRA 11 (4%) 272 0.0097699 0.11 0.14794 0.683 1 1 0.13981 0.654 0.4961 0.998 0.21357 0.777 0.29955 0.849 0.73187 1 0.02686 0.234 0.00491 0.068 CHD8 9 (3%) 274 0.77512 1 0.53215 1 0.17214 0.738 0.64611 1 0.23309 0.777 NA NA 0.3106 0.854 0.91527 1 0.26877 0.813 0.61154 1 IL4R 8 (3%) 275 0.84597 1 0.38751 0.925 0.74429 1 0.80462 1 0.53 1 0.44655 0.982 0.22709 0.777 0.88574 1 0.45015 0.982 0.80035 1 REN 5 (2%) 278 0.30181 0.849 0.41416 0.951 0.069009 0.444 0.51326 1 0.74156 1 NA NA 0.55317 1 1 1 NA NA NA NA CD209 5 (2%) 278 0.83179 1 1 1 0.32797 0.875 0.60859 1 0.83835 1 NA NA 0.90406 1 1 1 NA NA NA NA FBN3 11 (4%) 272 0.348 0.889 0.30786 0.854 1 1 0.92061 1 0.088049 0.48 1 1 0.01968 0.182 0.66433 1 0.85427 1 1 1 MMP13 5 (2%) 278 0.83153 1 0.22007 0.777 0.76238 1 0.04927 0.362 0.2045 0.769 NA NA NA NA NA NA NA NA NA NA TCF12 4 (1%) 279 1 1 0.48117 0.993 0.58739 1 0.25702 0.798 1 1 NA NA 0.074789 0.452 1 1 NA NA NA NA LZTR1 10 (4%) 273 0.80381 1 0.51557 1 0.4669 0.993 0.70203 1 0.37196 0.917 0.33611 0.875 0.2005 0.769 0.56284 1 0.16787 0.728 0.75148 1 ZDHHC4 3 (1%) 280 NA NA NA NA 0.23563 0.777 1 1 0.18256 0.754 NA NA NA NA NA NA NA NA NA NA IL18RAP 7 (2%) 276 0.072029 0.452 0.22613 0.777 0.0065999 0.0838 0.17478 0.738 0.48484 0.993 1 1 0.36591 0.908 0.61373 1 0.68452 1 0.3384 0.875 ODF4 3 (1%) 280 0.87588 1 0.35047 0.889 1 1 0.19531 0.764 0.79415 1 NA NA NA NA NA NA NA NA NA NA KEL 15 (5%) 268 0.29251 0.842 0.20939 0.777 0.83468 1 0.88558 1 0.11458 0.55 0.18424 0.754 0.67534 1 0.59718 1 0.48491 0.993 0.64866 1 TESK1 3 (1%) 280 0.20513 0.769 0.69764 1 0.39217 0.929 0.60247 1 0.24407 0.779 NA NA NA NA NA NA NA NA NA NA MUC17 22 (8%) 261 0.062949 0.412 0.19271 0.762 0.8017 1 0.70305 1 0.29607 0.846 1 1 0.55327 1 0.090899 0.488 0.92745 1 1 1 FAM126B 4 (1%) 279 0.23956 0.777 0.02796 0.234 0.58742 1 0.44367 0.982 0.55013 1 0.68347 1 1 1 0.63036 1 NA NA NA NA DDX5 4 (1%) 279 0.41082 0.951 1 1 0.64552 1 0.44664 0.982 0.36139 0.908 NA NA NA NA NA NA NA NA NA NA