GENE Count PS_Mean_Exp Other_Mean_Exp PS_Median_Exp Other_Median_Exp PS_Mut Other_Mut Expression_Compare_Wilcox_Test_p Mutations_Compare_Fisher_Test_p ABI1 1 NaN 4.6668 NA 4.67835 0.00000 0.019827 NA 2.104e-02 ACVR2A 2 2.11437 2.0553 2.11437 2.04614 0.00000 0.044665 4.401e-01 2.156e-03 AMER1 1 2.11770 1.8510 2.11770 1.81967 0.00000 0.049566 2.619e-01 5.074e-02 APC 4 2.95994 2.8161 2.95994 2.79390 0.00000 0.144279 3.847e-01 4.660e-04 ARHGEF12 1 NaN 4.3516 NA 4.46598 0.00000 0.042131 NA 4.332e-02 ARID1A 9 4.92797 4.8592 5.14998 4.88142 0.00000 0.147685 3.444e-01 4.581e-08 ARID2 3 3.13444 3.1441 3.13444 3.09592 0.00000 0.062112 5.283e-01 2.674e-04 ARNT 33 4.28678 4.4276 4.35189 4.41007 0.00000 0.023226 7.919e-01 5.338e-46 ATM 12 4.67240 4.2735 4.98732 4.26978 0.00000 0.150754 9.805e-02 2.343e-10 ATRX 3 4.06185 3.9337 3.62644 3.94486 0.00000 0.098137 4.902e-01 1.011e-03 AXIN1 13 4.04176 4.1092 3.95884 4.14568 0.00000 0.044025 7.418e-01 2.116e-17 BAP1 2 5.59560 5.3039 5.59560 5.37348 0.00000 0.034739 2.024e-01 1.334e-03 BAX 7 7.07496 7.2422 7.44518 7.25616 0.00000 0.017478 6.818e-01 2.675e-12 BCL10 3 3.23141 3.3099 3.25550 3.22033 0.00000 0.011180 5.428e-01 2.512e-06 BCOR 18 4.36559 4.1077 4.14034 4.04133 0.05556 0.068354 9.506e-02 2.756e-18 BCORL1 2 1.61616 2.3910 1.61616 2.36457 0.00000 0.063275 9.223e-01 4.227e-03 BMPR1A 2 1.26696 3.0014 1.26696 3.07039 0.00000 0.021092 9.867e-01 5.245e-04 BTG1 1 6.45154 4.6268 6.45154 4.56682 0.00000 0.011152 5.863e-02 1.238e-02 CASP8 4 5.24954 4.3513 5.33414 4.55643 0.00000 0.053483 2.844e-02 1.012e-05 CBFB 21 5.20347 5.5070 4.97085 5.53325 0.00000 0.002541 9.686e-01 1.478e-39 CBL 1 2.62059 3.2303 2.62059 3.24184 0.00000 0.028501 8.653e-01 2.970e-02 CCDC6 4 3.52406 3.9782 3.52406 3.93876 0.00000 0.009950 8.142e-01 2.808e-08 CCNB1IP1 1 NaN 5.5093 NA 5.47703 0.00000 0.017348 NA 1.856e-02 CCNC 7 5.13085 5.5587 5.08148 5.56423 0.00000 0.004994 9.790e-01 7.592e-15 CDH1 3 7.20574 3.1660 7.20574 1.70487 0.00000 0.038509 9.761e-02 6.832e-05 CDKN1A 74 7.27332 4.8864 7.14636 5.00427 0.00000 0.024523 5.804e-23 4.344e-88 CDKN1B 6 4.65814 4.8463 4.76746 4.79986 0.00000 0.013716 5.597e-01 3.262e-11 CDKN2A 11 5.54708 3.8469 5.07553 4.23419 0.00000 0.125471 1.185e-01 2.111e-10 CDKN2C 25 6.27576 4.3325 6.32643 4.47184 0.00000 0.014049 1.388e-09 2.799e-39 CEBPA 1 0.00000 0.5802 0.00000 0.17632 0.00000 0.029740 9.074e-01 3.094e-02 CHD2 1 3.72901 4.5235 3.72901 4.51033 0.00000 0.057001 9.163e-01 5.817e-02 CHEK2 26 4.25563 4.3224 4.03502 4.36912 0.00000 0.025575 7.656e-01 8.676e-37 CIC 2 4.42084 4.6032 4.42084 4.60585 0.00000 0.098015 6.579e-01 9.938e-03 CIITA 1 0.12433 1.0807 0.12433 0.47508 0.00000 0.057001 9.175e-01 5.817e-02 CNBP 1 8.61327 8.2866 8.61327 8.28258 0.00000 0.006196 1.739e-01 7.426e-03 CPEB3 1 0.68706 0.7571 0.68706 0.66903 0.00000 0.033457 4.720e-01 3.465e-02 CREBBP 8 3.81395 3.9807 4.10027 4.01122 0.12500 0.125000 7.468e-01 4.275e-06 CUL3 3 5.66825 5.6739 5.88264 5.68566 0.00000 0.027329 4.071e-01 2.626e-05 CUX1 7 4.72150 4.8909 4.63923 4.89191 0.14286 0.118602 7.728e-01 2.101e-05 CYLD 1 4.64674 3.2855 4.64674 3.25701 0.00000 0.032218 7.031e-02 3.342e-02 DAXX 1 NaN 5.9051 NA 5.90977 0.00000 0.037175 NA 3.837e-02 DDX3X 2 6.74476 6.9162 6.74476 6.97825 0.00000 0.048387 7.347e-01 2.515e-03 DNMT3A 2 2.19280 3.2824 2.19280 3.25248 0.00000 0.050868 8.281e-01 2.770e-03 EP300 32 3.76573 3.9313 3.77872 4.00180 0.09375 0.140464 9.777e-01 1.237e-20 EPAS1 1 3.85100 4.0811 3.85100 4.49953 0.00000 0.040892 6.411e-01 4.208e-02 ETV6 2 4.15013 2.7435 4.15013 2.74846 0.00000 0.029777 1.588e-02 9.968e-04 EZH2 10 4.97030 5.1862 5.17831 5.24223 0.00000 0.036341 7.669e-01 2.057e-14 FBXO11 14 4.77538 4.8386 4.80735 4.84147 0.00000 0.031486 6.414e-01 2.913e-20 FBXW7 16 3.29510 3.4380 3.24219 3.37573 0.00000 0.069444 6.244e-01 2.357e-18 FLCN 5 4.67051 4.1896 4.67051 4.11145 0.00000 0.031133 3.395e-01 5.027e-08 FOXO1 1 NaN 1.8577 NA 1.75702 1.00000 0.024783 NA 1.000e+00 FOXO3 1 4.72465 3.4593 4.72465 3.47249 0.00000 0.023544 6.348e-02 2.475e-02 FUS 1 9.20962 8.5195 9.20962 8.60314 0.00000 0.027261 8.604e-02 2.847e-02 IKZF1 1 4.97957 0.6959 4.97957 0.05658 0.00000 0.039653 6.419e-02 4.084e-02 IRF4 1 6.09403 0.7019 6.09403 0.11103 0.00000 0.022305 5.785e-02 2.351e-02 JAK1 6 5.37699 5.2510 5.15770 5.23994 0.00000 0.051122 4.316e-01 2.830e-08 KDM5C 5 5.15837 5.1258 4.92695 5.16189 0.20000 0.034869 6.121e-01 9.915e-06 KDM6A 5 3.88339 3.5840 3.87971 3.56316 0.00000 0.067248 1.608e-01 1.766e-06 KEAP1 61 5.55440 5.5445 5.61353 5.56833 0.03279 0.080321 4.501e-01 2.646e-53 KLF6 6 5.26886 5.0367 5.37772 5.05550 0.00000 0.013716 2.848e-01 3.262e-11 KMT2C 5 3.54107 3.6190 3.14893 3.60763 0.00000 0.216687 6.802e-01 5.107e-04 KMT2D 1 5.30743 4.6513 5.30743 4.70044 0.00000 0.226766 1.293e-01 2.277e-01 LRIG3 1 3.37295 2.6024 3.37295 2.69153 0.00000 0.040892 2.220e-01 4.208e-02 LZTR1 13 4.68343 4.8271 4.85049 4.81147 0.00000 0.055346 6.281e-01 2.685e-16 MAP2K4 1 5.14119 3.6449 5.14119 3.72247 0.00000 0.018587 4.486e-02 1.980e-02 MED12 3 3.52108 3.8649 3.46728 3.85798 0.00000 0.079503 7.236e-01 5.469e-04 MEN1 5 4.92658 4.9062 4.68069 4.92884 0.00000 0.024907 6.201e-01 1.874e-08 MYH9 7 7.36890 7.3627 7.58390 7.34704 0.00000 0.091136 3.295e-01 7.309e-08 NCOR1 3 5.03326 5.3536 5.09592 5.35014 0.00000 0.069565 8.644e-01 3.711e-04 NF1 21 3.92695 4.0229 4.12895 4.07852 0.09524 0.125794 6.436e-01 5.813e-15 NF2 132 4.62709 4.1994 4.71425 4.11437 0.01515 0.044379 8.713e-06 8.977e-118 NOTCH1 1 3.97728 2.8081 3.97728 2.88362 0.00000 0.114002 1.141e-01 1.151e-01 NOTCH2 3 5.56370 4.4290 5.56370 4.58556 0.00000 0.064596 1.409e-01 2.995e-04 PALB2 1 3.38543 3.5279 3.38543 3.53481 0.00000 0.042131 6.788e-01 4.332e-02 PBRM1 6 4.13656 4.0954 3.88780 4.14934 0.00000 0.071072 5.724e-01 1.791e-07 PIK3R1 11 4.35372 3.0107 4.51665 2.92220 0.00000 0.040151 4.033e-05 2.565e-15 PPP2R1A 2 6.40817 6.8722 6.40817 6.88215 0.00000 0.031017 6.912e-01 1.077e-03 PRDM1 2 2.52607 1.1158 2.52607 0.75702 0.00000 0.028536 7.989e-02 9.202e-04 PRF1 1 0.00000 0.2384 0.00000 0.02857 0.00000 0.026022 8.966e-01 2.723e-02 PRKAR1A 4 7.30489 6.7748 6.81362 6.76586 0.00000 0.013682 4.465e-01 7.743e-08 PTEN 206 4.51006 4.2835 4.44526 4.43463 0.01456 0.157807 7.527e-02 2.122e-111 PTPN13 1 6.62454 2.8274 6.62454 2.96717 0.00000 0.110285 4.533e-02 1.114e-01 PTPRC 12 2.59998 0.7426 1.63641 0.12433 0.16667 0.064070 9.192e-02 1.708e-10 PTPRD 1 0.00000 0.9731 0.00000 0.17632 0.00000 0.099133 9.357e-01 1.002e-01 PTPRK 1 4.75542 4.0896 4.75542 4.46074 0.00000 0.065675 3.797e-01 6.683e-02 QKI 1 4.77768 5.1860 4.77768 5.47735 0.00000 0.022305 7.788e-01 2.351e-02 RB1 35 4.17769 3.9911 4.26053 4.08831 0.05714 0.089263 2.129e-01 6.147e-30 RHOA 1 7.77992 8.3139 7.77992 8.37269 0.00000 0.030979 8.642e-01 3.218e-02 RUNX1 13 NaN NaN NA NA 0.00000 0.037736 NA 4.011e-18 SETD1B 1 2.82579 2.9034 2.82579 2.90881 0.00000 0.109046 5.727e-01 1.101e-01 SETD2 1 4.49057 4.0432 4.49057 4.08491 0.00000 0.076828 1.464e-01 7.797e-02 SH2B3 2 4.82342 3.2371 4.82342 3.10936 0.00000 0.022333 4.165e-02 5.828e-04 SMAD3 3 5.28778 4.6348 5.36877 4.80012 0.00000 0.012422 2.107e-01 3.265e-06 SMAD4 8 3.71528 4.3459 3.99458 4.54473 0.00000 0.065000 9.872e-01 5.879e-10 SMARCA4 2 5.58075 5.9849 5.58075 6.08215 0.00000 0.120347 8.005e-01 1.488e-02 SMARCD1 6 5.82220 5.8959 5.87012 5.88679 0.00000 0.011222 6.343e-01 1.319e-11 SMARCE1 3 7.52113 6.9199 7.52113 6.91361 0.00000 0.014907 1.056e-01 5.194e-06 SOCS1 1 2.61353 1.2074 2.61353 0.90304 0.00000 0.016109 8.216e-02 1.733e-02 SPEN 2 4.85000 4.7581 4.85000 4.79961 0.00000 0.137717 4.620e-01 1.941e-02 STAG2 10 5.21039 5.1589 5.09255 5.19298 0.00000 0.060150 5.050e-01 1.688e-12 STK11 10 5.14570 4.9975 5.22805 5.13545 0.00000 0.057644 3.148e-01 1.152e-12 SUFU 10 2.58606 2.5631 2.55806 2.54967 0.00000 0.015038 3.540e-01 2.092e-17 SUZ12 1 3.26754 4.6636 3.26754 4.67356 0.00000 0.039653 9.517e-01 4.084e-02 TBL1XR1 2 4.79183 4.9335 4.79183 4.90593 0.00000 0.019851 6.335e-01 4.693e-04 TCF3 1 5.61912 6.0508 5.61912 5.99254 0.00000 0.039653 7.198e-01 4.084e-02 TENT5C 4 5.78430 0.9042 5.95385 0.37851 0.00000 0.014925 4.189e-04 1.032e-07 TGFBR2 6 4.53865 3.9831 4.76722 4.34341 0.00000 0.032419 2.816e-01 2.389e-09 TNFAIP3 1 3.36737 3.1387 3.36737 3.05137 0.00000 0.033457 3.932e-01 3.465e-02 TP53 143 5.38126 4.9314 5.45890 5.42139 0.08392 0.783459 1.174e-01 7.811e-05 TRIM33 1 4.83744 3.8108 4.83744 3.79597 0.00000 0.034696 6.474e-02 3.589e-02 TSC1 85 3.60562 3.3944 3.53232 3.37573 0.01176 0.033195 1.407e-03 9.196e-91 TSC2 81 5.05233 4.9216 5.05311 4.93216 0.02469 0.077029 3.380e-02 1.114e-69 UBR5 1 6.34181 5.7284 6.34181 5.71809 0.00000 0.100372 1.180e-01 1.015e-01 WT1 5 3.15954 0.9368 2.76977 0.18903 0.00000 0.022416 9.661e-04 1.187e-08 ZBTB16 4 0.02481 0.2300 0.02132 0.00000 0.00000 0.033582 4.353e-01 1.785e-06 ZNRF3 1 NaN 2.4056 NA 2.33342 0.00000 0.042131 NA 4.332e-02