Name PATHOLOGY.M.STAGE PATHOLOGY.M.STAGE PATHOLOGY.M.STAGE PATHOLOGY.M.STAGE ResultType W(pos if higher in 'MX') wilcoxontestP Q AUC LOC649330|649330 3509 1.509e-09 2.77e-05 0.8229 PIK3CG|5294 946 4.003e-08 0.000735 0.7885 SUMO1P3|474338 3516 5.09e-08 0.000935 0.7862 SFRS11|9295 3514 5.339e-08 0.000981 0.7858 ARHGAP31|57514 961 5.735e-08 0.00105 0.7851 LILRA1|11024 793 7.598e-08 0.0014 0.7946 C15ORF21|283651 3495 8.381e-08 0.00154 0.7815 CPVL|54504 979 8.785e-08 0.00161 0.7811 SRP9|6726 3492 8.994e-08 0.00165 0.7809 PABPN1|8106 3488 9.88e-08 0.00181 0.78 ZBTB8OS|339487 3485 1.06e-07 0.00195 0.7793 RASGRP4|115727 993 1.219e-07 0.00224 0.778 MYOCD|93649 706 1.272e-07 0.00233 0.7958 MRPS21|54460 3473 1.401e-07 0.00257 0.7766 EEF1E1|9521 3470 1.502e-07 0.00276 0.7759 GNL3L|54552 1005 1.61e-07 0.00296 0.7753 CCR8|1237 909.5 1.787e-07 0.00328 0.779 ACYP1|97 3457 2.026e-07 0.00372 0.773 ERH|2079 3454 2.17e-07 0.00398 0.7724 SPDYA|245711 3450 2.377e-07 0.00436 0.7715 SLC23A3|151295 3385 2.497e-07 0.00458 0.7718 ZNF366|167465 968 2.499e-07 0.00458 0.774 ITGA8|8516 892 2.513e-07 0.00461 0.7792 P2RY13|53829 1027 2.663e-07 0.00489 0.7703 CD180|4064 1035 3.192e-07 0.00586 0.7686 TLR7|51284 1004 3.414e-07 0.00626 0.7701 GAS5|60674 3434 3.415e-07 0.00626 0.7679 PLXNC1|10154 1041 3.653e-07 0.0067 0.7672 HSPB11|51668 3429 3.82e-07 0.00701 0.7668 NCRNA00201|284702 3429 3.82e-07 0.00701 0.7668 PLD4|122618 1043 3.82e-07 0.00701 0.7668 SHFM1|7979 3426 4.086e-07 0.00749 0.7661 SYF2|25949 3420 4.67e-07 0.00856 0.7648 KDR|3791 1057 5.219e-07 0.00957 0.7636 PFDN2|5202 3415 5.219e-07 0.00957 0.7636 MST1P2|11209 3413 5.455e-07 0.01 0.7632 SNHG12|85028 3412 5.577e-07 0.0102 0.763 MTHFD2L|441024 3405 6.508e-07 0.0119 0.7614 TLR8|51311 1072 7.262e-07 0.0133 0.7603 ZNF692|55657 3400 7.262e-07 0.0133 0.7603 C1ORF27|54953 3399 7.423e-07 0.0136 0.7601 PRPF39|55015 3396 7.926e-07 0.0145 0.7594 ZCCHC17|51538 3396 7.926e-07 0.0145 0.7594 CBX3|11335 3395 8.101e-07 0.0148 0.7592 GPRIN3|285513 1077 8.101e-07 0.0148 0.7592 TBCA|6902 3395 8.101e-07 0.0148 0.7592 GPR97|222487 1081 8.838e-07 0.0162 0.7583 SCARF1|8578 1082 9.032e-07 0.0165 0.7581 MAGOH|4116 3389 9.23e-07 0.0169 0.7578 MPEG1|219972 1083 9.23e-07 0.0169 0.7578 TARDBP|23435 3388 9.432e-07 0.0173 0.7576 MTX2|10651 3385 1.007e-06 0.0184 0.7569 PLEK|5341 1087 1.007e-06 0.0184 0.7569 CSF2RB|1439 1088 1.029e-06 0.0188 0.7567 LUC7L3|51747 3384 1.029e-06 0.0188 0.7567 LOC728758|728758 3383 1.051e-06 0.0192 0.7565 SNHG3|8420 3382 1.074e-06 0.0197 0.7563 MNDA|4332 1092 1.121e-06 0.0205 0.7558 MMP25|64386 1095 1.196e-06 0.0219 0.7551 TAGAP|117289 1098 1.276e-06 0.0234 0.7545 NFATC3|4775 1100 1.331e-06 0.0244 0.754 GPR84|53831 1101 1.36e-06 0.0249 0.7538 SAMHD1|25939 1102 1.39e-06 0.0254 0.7536 CYBB|1536 1104 1.45e-06 0.0266 0.7531 ITGA9|3680 1105 1.482e-06 0.0271 0.7529 HNRNPA2B1|3181 3366 1.513e-06 0.0277 0.7527 PCDH17|27253 1108 1.579e-06 0.0289 0.7522 CCNL2|81669 3363 1.613e-06 0.0295 0.752 IRF8|3394 1109 1.613e-06 0.0295 0.752 FAM13AOS|285512 3361 1.683e-06 0.0308 0.7516 MYO1F|4542 1111 1.683e-06 0.0308 0.7516 NDUFB3|4709 3360 1.719e-06 0.0315 0.7513 UQCRHL|440567 3360 1.719e-06 0.0315 0.7513 CDK5RAP3|80279 3357 1.832e-06 0.0335 0.7507 GABBR1|2550 3356 1.871e-06 0.0342 0.7504 LCP2|3937 1116 1.871e-06 0.0342 0.7504 C19ORF43|79002 3354 1.952e-06 0.0357 0.75 HERC2P2|400322 3354 1.952e-06 0.0357 0.75 CBWD2|150472 3353 1.993e-06 0.0365 0.7498 MPP3|4356 3353 1.993e-06 0.0365 0.7498 RGS18|64407 1119 1.993e-06 0.0365 0.7498 NAA38|51691 3349 2.168e-06 0.0397 0.7489 GIMAP8|155038 1125 2.261e-06 0.0414 0.7484 WDFY4|57705 1126 2.309e-06 0.0422 0.7482 PHF5A|84844 3345 2.358e-06 0.0431 0.748 TNFSF13B|10673 1127 2.358e-06 0.0431 0.748 LOC100272216|100272216 1028 2.376e-06 0.0434 0.751 FKBP3|2287 3342 2.511e-06 0.0459 0.7473 CD3G|917 1084 2.589e-06 0.0473 0.7494 C1ORF151|440574 3340 2.618e-06 0.0479 0.7469 CASS4|57091 1132 2.618e-06 0.0479 0.7469 FPR3|2359 1132 2.618e-06 0.0479 0.7469 SASH3|54440 1133 2.673e-06 0.0489 0.7466 SPN|6693 1133 2.673e-06 0.0489 0.7466 UBL5|59286 3339 2.673e-06 0.0489 0.7466 CCR1|1230 1134 2.729e-06 0.0499 0.7464 IGSF6|10261 1136 2.845e-06 0.052 0.746 CCR2|729230 1102 2.934e-06 0.0536 0.7477 RABGGTB|5876 3334 2.966e-06 0.0542 0.7455 ZNF700|90592 3333 3.028e-06 0.0553 0.7453 SUMO1|7341 3332 3.091e-06 0.0565 0.7451 GCN1L1|10985 1143 3.289e-06 0.0601 0.7444 GJD3|125111 1143 3.289e-06 0.0601 0.7444 IKZF1|10320 1143 3.289e-06 0.0601 0.7444 MEAF6|64769 3329 3.289e-06 0.0601 0.7444 RASGRP3|25780 1143 3.289e-06 0.0601 0.7444 C19ORF35|374872 1097 3.412e-06 0.0623 0.7464 CCDC72|51372 3326 3.499e-06 0.0639 0.7437 HCFC1|3054 1147 3.572e-06 0.0652 0.7435 LILRB1|10859 1147 3.572e-06 0.0652 0.7435 NCOA2|10499 1147 3.572e-06 0.0652 0.7435 CCR6|1235 1148 3.646e-06 0.0666 0.7433 SPI1|6688 1149 3.722e-06 0.0679 0.7431 NCKAP1L|3071 1150 3.799e-06 0.0694 0.7428 TAS2R20|259295 3322 3.799e-06 0.0694 0.7428 FGL2|10875 1153 4.04e-06 0.0737 0.7422 SNRPE|6635 3319 4.04e-06 0.0737 0.7422 CNOT1|23019 1155 4.209e-06 0.0768 0.7417 TAF11|6882 3317 4.209e-06 0.0768 0.7417 TLR1|7096 1159 4.567e-06 0.0833 0.7408 NEDD8|4738 3309 4.954e-06 0.0904 0.7399 NFIC|4782 1163 4.954e-06 0.0904 0.7399 SERPINB9|5272 1163 4.954e-06 0.0904 0.7399 LRRC25|126364 1164 5.055e-06 0.0922 0.7397 MARCH1|55016 1164 5.055e-06 0.0922 0.7397 USMG5|84833 3308 5.055e-06 0.0922 0.7397 CYSLTR1|10800 1116 5.078e-06 0.0926 0.742 IKZF3|22806 1033 5.098e-06 0.093 0.7455 CHKB-CPT1B|386593 3307 5.159e-06 0.0941 0.7395 CSF1R|1436 1165 5.159e-06 0.0941 0.7395 KIAA0907|22889 3307 5.159e-06 0.0941 0.7395 TRMU|55687 3307 5.159e-06 0.0941 0.7395 UBQLN2|29978 1165 5.159e-06 0.0941 0.7395 VCPIP1|80124 1165 5.159e-06 0.0941 0.7395 CCDC45|90799 3306 5.264e-06 0.096 0.7393 CROCCL1|84809 3306 5.264e-06 0.096 0.7393 CYSLTR2|57105 1116 5.371e-06 0.0979 0.7405 AHSA2|130872 3305 5.372e-06 0.0979 0.739 RBX1|9978 3305 5.372e-06 0.0979 0.739 C6ORF26|401251 3304 5.482e-06 0.0999 0.7388 SEC11A|23478 3304 5.482e-06 0.0999 0.7388 SLFN12L|342615 1168 5.482e-06 0.0999 0.7388 MEF2C|4208 1169 5.594e-06 0.102 0.7386 PFDN6|10471 3303 5.594e-06 0.102 0.7386 IL21R|50615 1170 5.708e-06 0.104 0.7384 C1ORF77|26097 3301 5.824e-06 0.106 0.7381 NOP58|51602 3301 5.824e-06 0.106 0.7381 RWDD3|25950 3301 5.824e-06 0.106 0.7381 PLEKHO2|80301 1172 5.943e-06 0.108 0.7379 SYNRG|11276 1172 5.943e-06 0.108 0.7379 TIAL1|7073 3299 6.064e-06 0.11 0.7377 C12ORF47|51275 3298 6.187e-06 0.113 0.7375 CD84|8832 1174 6.187e-06 0.113 0.7375 ZC3H12D|340152 1138 6.191e-06 0.113 0.7395 CSF1|1435 1175 6.313e-06 0.115 0.7373 C1ORF104|284618 3296 6.441e-06 0.117 0.737 CYTH4|27128 1178 6.704e-06 0.122 0.7366 FMNL1|752 1178 6.704e-06 0.122 0.7366 IL6ST|3572 1178 6.704e-06 0.122 0.7366 METT11D1|64745 3294 6.704e-06 0.122 0.7366 PIGF|5281 3294 6.704e-06 0.122 0.7366 USP9X|8239 1179 6.84e-06 0.125 0.7364 ATF4|468 3292 6.978e-06 0.127 0.7361 SIGLEC5|8778 1108 7.003e-06 0.128 0.7402 AGAP4|119016 3291 7.119e-06 0.13 0.7359 VDAC2|7417 3291 7.119e-06 0.13 0.7359 KL|9365 1133 7.209e-06 0.131 0.7381 CLEC10A|10462 1182 7.263e-06 0.132 0.7357 LRRC33|375387 1182 7.263e-06 0.132 0.7357 RHOH|399 1182 7.263e-06 0.132 0.7357 ARGLU1|55082 3289 7.409e-06 0.135 0.7355 CLOCK|9575 1184 7.559e-06 0.138 0.7352 NDUFA13|51079 3288 7.559e-06 0.138 0.7352 WDR81|124997 1184 7.559e-06 0.138 0.7352 DOCK2|1794 1185 7.711e-06 0.14 0.735 GAS7|8522 1185 7.711e-06 0.14 0.735 IL10RA|3587 1185 7.711e-06 0.14 0.735 PLBD2|196463 1185 7.711e-06 0.14 0.735 PRPF3|9129 3287 7.711e-06 0.14 0.735 H3F3A|3020 3286 7.866e-06 0.143 0.7348 MRPL32|64983 3284 8.185e-06 0.149 0.7343 C1ORF63|57035 3283 8.349e-06 0.152 0.7341 CTSS|1520 1189 8.349e-06 0.152 0.7341 MYEOV2|150678 3283 8.349e-06 0.152 0.7341 TGDS|23483 3283 8.349e-06 0.152 0.7341 TXNDC12|51060 3283 8.349e-06 0.152 0.7341 AKAP2|11217 1141 8.485e-06 0.154 0.7362 SLAMF1|6504 1190 8.516e-06 0.155 0.7339 CSF2RA|1438 1191 8.687e-06 0.158 0.7337 PTRH2|51651 3281 8.687e-06 0.158 0.7337 CD209|30835 1192 8.861e-06 0.161 0.7335 SFMBT2|57713 1180 9.032e-06 0.164 0.7336 NDUFS5|4725 3279 9.038e-06 0.164 0.7332 C1D|10438 3278 9.218e-06 0.168 0.733 SNORA8|654320 3277 9.402e-06 0.171 0.7328 KLHL11|55175 1196 9.59e-06 0.174 0.7326 PTPRC|5788 1196 9.59e-06 0.174 0.7326 RPL11|6135 3276 9.59e-06 0.174 0.7326 SLC7A7|9056 1196 9.59e-06 0.174 0.7326 TNFRSF9|3604 1196 9.59e-06 0.174 0.7326 AGAP6|414189 3275 9.781e-06 0.178 0.7323 C9ORF102|375748 1197 9.781e-06 0.178 0.7323 HBXIP|10542 3275 9.781e-06 0.178 0.7323 ORMDL1|94101 3275 9.781e-06 0.178 0.7323 C6ORF97|80129 1198 9.975e-06 0.181 0.7321 PRKCB|5579 1198 9.975e-06 0.181 0.7321 RPL37A|6168 3274 9.975e-06 0.181 0.7321 THSD7A|221981 1172 9.977e-06 0.181 0.7328 ASXL2|55252 1199 1.017e-05 0.185 0.7319 PSMG4|389362 3273 1.017e-05 0.185 0.7319 GOLGA8A|23015 3272 1.038e-05 0.188 0.7317 GPR82|27197 1068 1.053e-05 0.191 0.7382 GPR65|8477 1201 1.058e-05 0.192 0.7314 FGD2|221472 1202 1.079e-05 0.196 0.7312 LAX1|54900 1153 1.081e-05 0.196 0.7335 BICC1|80114 1190 1.102e-05 0.2 0.7313 P2RY10|27334 1154 1.103e-05 0.2 0.7332 MED12|9968 1204 1.122e-05 0.204 0.7308 IL2RB|3560 1205 1.144e-05 0.208 0.7305 RNF169|254225 1205 1.144e-05 0.208 0.7305 CX3CR1|1524 1156 1.148e-05 0.208 0.7328 EVI2B|2124 1206 1.167e-05 0.212 0.7303 RC3H2|54542 1206 1.167e-05 0.212 0.7303 RHOJ|57381 1207 1.19e-05 0.216 0.7301 BTK|695 1208 1.214e-05 0.22 0.7299 PDCD5|9141 3263 1.238e-05 0.225 0.7297 PSMD4|5710 3263 1.238e-05 0.225 0.7297 RPS10|6204 3262 1.262e-05 0.229 0.7294 CCR4|1233 1053 1.266e-05 0.23 0.7368 BRIX1|55299 3261 1.287e-05 0.233 0.7292 RBM34|23029 3261 1.287e-05 0.233 0.7292 SIGLEC9|27180 1211 1.287e-05 0.233 0.7292 TCP11L2|255394 1211 1.287e-05 0.233 0.7292 CCRL2|9034 1212 1.312e-05 0.238 0.729 HSF4|3299 3260 1.312e-05 0.238 0.729 LAT2|7462 1212 1.312e-05 0.238 0.729 PNN|5411 3260 1.312e-05 0.238 0.729 SRCAP|10847 1212 1.312e-05 0.238 0.729 NHSL2|340527 1199 1.315e-05 0.238 0.7293 DMTF1|9988 3259 1.338e-05 0.243 0.7288 HSPE1|3336 3259 1.338e-05 0.243 0.7288 NACA2|342538 3259 1.338e-05 0.243 0.7288 TM2D1|83941 3259 1.338e-05 0.243 0.7288 CAPN12|147968 3258 1.364e-05 0.247 0.7285 SNX22|79856 3258 1.364e-05 0.247 0.7285 TBXAS1|6916 1214 1.364e-05 0.247 0.7285 C10ORF4|118924 3257 1.391e-05 0.252 0.7283 LCP1|3936 1216 1.418e-05 0.257 0.7281 PI4KAP1|728233 3256 1.418e-05 0.257 0.7281 REST|5978 1216 1.418e-05 0.257 0.7281 C14ORF153|84334 3254 1.474e-05 0.267 0.7276 CLK2|1196 3254 1.474e-05 0.267 0.7276 MRPL33|9553 3254 1.474e-05 0.267 0.7276 ZNF827|152485 1218 1.474e-05 0.267 0.7276 CXORF21|80231 1219 1.503e-05 0.272 0.7274 SASH1|23328 1219 1.503e-05 0.272 0.7274 DNAJC8|22826 3252 1.532e-05 0.278 0.7272 IRF4|3662 1220 1.532e-05 0.278 0.7272 WASH7P|653635 3252 1.532e-05 0.278 0.7272 NPFF|8620 3222 1.538e-05 0.278 0.7275 HNRNPA3P1|10151 3251 1.562e-05 0.283 0.727 TMEM140|55281 1221 1.562e-05 0.283 0.727 CD4|920 1223 1.623e-05 0.294 0.7265 PABPC1L|80336 3249 1.623e-05 0.294 0.7265 TLR10|81793 1150 1.639e-05 0.297 0.7303 C9ORF41|138199 1224 1.655e-05 0.3 0.7263 ENG|2022 1224 1.655e-05 0.3 0.7263 PPP1R16B|26051 1224 1.655e-05 0.3 0.7263 RPS27|6232 3248 1.655e-05 0.3 0.7263