Clinical Features CN_CNMF METHLYATION_CNMF MRNASEQ_CNMF MRNASEQ_CHIERARCHICAL MIRSEQ_CNMF MIRSEQ_CHIERARCHICAL MIRSEQ_MATURE_CNMF MIRSEQ_MATURE_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 SPOP 48 (11%) 377 9.9999e-06 0.000709 9.9999e-06 0.000709 9.9999e-06 0.000709 9.9999e-06 0.000709 0.67982 1 0.03725 0.409 0.33401 0.858 0.19314 0.765 TP53 43 (10%) 382 9.9999e-06 0.000709 0.0062199 0.143 0.00019 0.00857 5e-05 0.00276 0.7725 1 0.057079 0.566 0.15974 0.727 0.04105 0.422 PTEN 14 (3%) 411 0.55718 1 0.16798 0.739 0.099859 0.649 0.0070799 0.146 0.65743 1 0.23591 0.775 0.52677 1 0.14929 0.72 CTNNB1 11 (3%) 414 0.15794 0.725 0.03041 0.359 0.29313 0.822 0.21855 0.768 0.099769 0.649 0.01721 0.259 0.17352 0.748 0.089589 0.612 FOXA1 25 (6%) 400 0.00012 0.00595 9.9999e-06 0.000709 9.9999e-06 0.000709 3e-05 0.00186 0.0057899 0.143 0.0066499 0.143 0.51122 1 0.59297 1 ATM 19 (4%) 406 0.0051199 0.134 0.1666 0.739 0.44534 0.94 0.076499 0.605 0.060269 0.575 0.27784 0.815 0.81119 1 0.38684 0.888 PIK3CA 11 (3%) 414 0.14063 0.712 0.0091599 0.168 0.15575 0.725 0.01298 0.215 0.2302 0.775 0.03219 0.371 0.45757 0.944 0.22135 0.768 BRAF 8 (2%) 417 0.32467 0.852 0.03936 0.415 0.20229 0.765 0.102 0.649 1 1 0.57601 1 0.65244 1 0.38276 0.886 HRAS 5 (1%) 420 0.82879 1 0.53506 1 0.74343 1 1 1 0.74196 1 0.41131 0.9 0.24625 0.788 0.75241 1 KDM6A 9 (2%) 416 0.01054 0.187 0.086859 0.612 0.00158 0.0603 0.069559 0.589 0.54004 1 0.1361 0.7 0.14905 0.72 0.01113 0.19 IDH1 5 (1%) 420 0.00427 0.118 0.0026 0.0921 0.0065799 0.143 0.02936 0.355 0.20085 0.765 0.078039 0.605 1 1 0.076929 0.605 SMG7 7 (2%) 418 0.87394 1 0.30999 0.834 0.074819 0.605 0.00297 0.0921 0.072669 0.601 0.091319 0.612 1 1 0.67973 1 ZMYM3 9 (2%) 416 0.71926 1 0.37116 0.884 0.14515 0.72 0.19999 0.765 0.20199 0.765 0.65215 1 0.15745 0.725 0.091349 0.612 EHHADH 5 (1%) 420 0.47272 0.957 0.86805 1 0.86283 1 1 1 0.63394 1 0.29059 0.822 NA NA NA NA TP53BP1 7 (2%) 418 0.12904 0.688 0.5144 1 0.89478 1 0.20134 0.765 1 1 0.64782 1 0.52513 1 0.38403 0.886 CNTNAP1 7 (2%) 418 0.20592 0.765 0.31105 0.834 0.34968 0.88 0.70495 1 0.71536 1 0.02537 0.34 NA NA NA NA BMP2K 6 (1%) 419 0.44052 0.936 0.6926 1 0.78327 1 1 1 0.52064 1 0.6988 1 0.30609 0.834 0.53513 1 RPTN 6 (1%) 419 0.088989 0.612 0.45254 0.943 1 1 1 1 0.87773 1 0.081489 0.612 0.41729 0.9 0.70511 1 TCEB3 4 (1%) 421 0.80703 1 0.55592 1 0.27061 0.812 0.0417 0.422 0.15616 0.725 0.1953 0.765 0.4138 0.9 0.57068 1 NTM 6 (1%) 419 1 1 0.87608 1 0.19489 0.765 0.57958 1 0.77663 1 0.72764 1 0.35871 0.884 0.7546 1 MED12 7 (2%) 418 0.10695 0.651 0.79925 1 0.89625 1 0.23537 0.775 0.63374 1 0.95732 1 0.21158 0.765 0.79611 1 MED15 6 (1%) 419 0.43965 0.936 0.087219 0.612 0.87729 1 0.29347 0.822 0.8784 1 0.69841 1 0.933 1 0.55377 1 ERN1 3 (1%) 422 0.22469 0.771 0.0288 0.355 0.4061 0.895 0.79007 1 0.77846 1 0.91513 1 NA NA NA NA LMOD2 5 (1%) 420 1 1 1 1 1 1 0.73969 1 0.74256 1 0.73757 1 0.60039 1 0.65261 1 FAM111A 3 (1%) 422 1 1 0.52866 1 0.10941 0.651 0.25687 0.812 0.77858 1 0.10616 0.651 NA NA NA NA ZNF709 5 (1%) 420 0.22648 0.771 1 1 0.28122 0.82 0.63936 1 0.86212 1 0.26279 0.812 0.63746 1 0.70443 1 MLLT10 4 (1%) 421 0.80828 1 0.16459 0.739 1 1 0.68343 1 0.26913 0.812 0.64849 1 NA NA NA NA TNRC18 6 (1%) 419 0.85105 1 0.87333 1 0.68865 1 0.39431 0.891 0.6827 1 0.55392 1 0.72084 1 0.75023 1 GAGE2D 3 (1%) 422 0.75354 1 0.067469 0.587 0.02688 0.342 0.061419 0.575 0.64041 1 0.37232 0.884 NA NA NA NA EMG1 4 (1%) 421 0.493 0.974 0.27359 0.812 0.55351 1 0.23493 0.775 0.03735 0.409 0.00286 0.0921 NA NA NA NA LAMA3 7 (2%) 418 0.36652 0.884 0.26674 0.812 0.35 0.88 0.70233 1 1 1 1 1 0.87754 1 0.64451 1 RPL11 4 (1%) 421 0.6317 1 1 1 0.55804 1 0.56007 1 1 1 0.8185 1 NA NA NA NA ZFHX3 13 (3%) 412 0.11395 0.657 0.22122 0.768 0.12787 0.688 0.1076 0.651 0.28848 0.822 0.49199 0.974 0.31732 0.842 0.99045 1 MUC17 25 (6%) 400 0.13626 0.7 0.11742 0.662 0.084049 0.612 0.34072 0.867 0.082499 0.612 0.79505 1 0.95457 1 0.28572 0.822 CDKN1B 5 (1%) 420 1 1 0.86603 1 0.38377 0.886 0.14955 0.72 0.27511 0.812 0.10189 0.649 0.70027 1 0.36903 0.884 POM121 3 (1%) 422 0.75542 1 0.41193 0.9 0.40346 0.895 0.62104 1 0.19957 0.765 0.61719 1 NA NA NA NA ESCO1 4 (1%) 421 0.63551 1 0.84245 1 0.11339 0.657 0.13247 0.699 0.2685 0.812 0.43271 0.929 NA NA NA NA MYOT 4 (1%) 421 0.55334 1 0.0089099 0.168 0.21297 0.765 0.45876 0.944 0.46155 0.946 0.12564 0.688 0.21064 0.765 0.19205 0.765 L1CAM 7 (2%) 418 0.578 1 0.02644 0.342 0.40405 0.895 0.2011 0.765 1 1 0.0202 0.295 0.24503 0.788 0.25368 0.807 FAM47C 9 (2%) 416 0.12775 0.688 0.48147 0.964 0.83743 1 0.57998 1 0.5377 1 0.39013 0.891 0.87006 1 0.37483 0.884 CR1L 5 (1%) 420 0.69075 1 0.45495 0.944 0.63043 1 0.15142 0.722 0.63327 1 0.92806 1 NA NA NA NA FAM120B 3 (1%) 422 0.22689 0.771 1 1 0.64541 1 0.78842 1 0.29341 0.822 0.01653 0.256 NA NA NA NA EDC4 3 (1%) 422 0.070089 0.589 0.20629 0.765 1 1 0.4675 0.954 0.51223 1 0.00388 0.113 0.16991 0.739 0.64121 1 KIRREL 5 (1%) 420 1 1 0.74175 1 0.44927 0.943 0.37472 0.884 1 1 0.69325 1 0.78154 1 1 1 TCERG1 4 (1%) 421 1 1 0.33091 0.858 0.27238 0.812 0.55994 1 0.83659 1 0.30787 0.834 0.91287 1 0.01638 0.256 SLC16A6 4 (1%) 421 0.80831 1 0.27303 0.812 0.39901 0.891 0.065019 0.587 0.03791 0.409 0.35542 0.884 0.69744 1 0.67937 1 NKX3-1 5 (1%) 420 0.37506 0.884 0.62901 1 1 1 0.74041 1 0.13698 0.7 0.50788 1 NA NA NA NA RNF17 3 (1%) 422 0.7557 1 0.77661 1 0.11033 0.651 0.18468 0.765 0.63933 1 0.52404 1 NA NA NA NA KYNU 3 (1%) 422 0.5569 1 0.41555 0.9 0.2031 0.765 0.78786 1 1 1 0.44177 0.936 NA NA NA NA LARP1 4 (1%) 421 0.63218 1 0.84162 1 0.27017 0.812 0.83395 1 1 1 0.67794 1 NA NA NA NA CDK12 8 (2%) 417 0.00132 0.0546 0.18008 0.765 0.66802 1 0.1203 0.67 0.3984 0.891 0.45209 0.943 0.31812 0.842 0.70334 1 ACPT 3 (1%) 422 0.37188 0.884 0.65203 1 0.3026 0.832 0.35139 0.88 0.39846 0.891 0.52214 1 0.47888 0.964 0.8759 1 AP4B1 5 (1%) 420 0.36851 0.884 0.24209 0.785 0.33145 0.858 0.84991 1 1 1 0.67397 1 NA NA NA NA RAG1 9 (2%) 416 0.8021 1 0.48197 0.964 0.53283 1 0.91216 1 0.2723 0.812 0.6133 1 0.20981 0.765 0.30221 0.832 APC 9 (2%) 416 0.065419 0.587 0.20219 0.765 0.48505 0.966 0.23869 0.779 0.02339 0.331 0.34072 0.867 0.16898 0.739 0.7184 1 MSLNL 4 (1%) 421 0.8066 1 0.11726 0.662 0.83976 1 1 1 0.68786 1 0.23189 0.775 NA NA NA NA GAB2 5 (1%) 420 1 1 0.8666 1 1 1 1 1 0.86325 1 0.29081 0.822 0.64984 1 0.67912 1 DNMT3B 4 (1%) 421 0.8092 1 0.0088899 0.168 0.21467 0.766 0.087699 0.612 1 1 0.85623 1 0.21111 0.765 0.46928 0.954 NCKAP1L 5 (1%) 420 0.68816 1 0.10876 0.651 0.38068 0.886 0.2205 0.768 1 1 0.65207 1 NA NA NA NA PRTFDC1 3 (1%) 422 0.75395 1 1 1 1 1 0.060649 0.575 0.02406 0.331 0.30376 0.832 NA NA NA NA PCSK5 6 (1%) 419 0.36936 0.884 0.067139 0.587 0.33203 0.858 0.14313 0.717 0.68036 1 0.97179 1 NA NA NA NA ITGA2B 4 (1%) 421 0.37587 0.884 1 1 0.39709 0.891 0.29485 0.822 0.21068 0.765 0.31931 0.842 0.87684 1 0.67707 1