Name PATHOLOGY.M.STAGE PATHOLOGY.M.STAGE ResultType ANOVA_P Q CCDC130|81576 9.25e-15 1.69e-10 NACA2|342538 7.486e-14 1.37e-09 HOOK2|29911 3.976e-13 7.27e-09 PPIAL4G|644591 1.295e-12 2.37e-08 EXD3|54932 2.468e-12 4.51e-08 CNOT4|4850 9.861e-12 1.8e-07 NEURL2|140825 1.649e-11 3.01e-07 VENTX|27287 2.888e-11 5.28e-07 ID2B|84099 4.482e-11 8.19e-07 FBXW9|84261 4.767e-11 8.71e-07 DDX6|1656 6.405e-11 1.17e-06 MAP2K7|5609 6.487e-11 1.19e-06 FBXL15|79176 8.395e-11 1.53e-06 SSBP4|170463 9.295e-11 1.7e-06 CROCCL1|84809 1.329e-10 2.43e-06 THAP7|80764 1.849e-10 3.38e-06 SELO|83642 2.218e-10 4.05e-06 C9ORF37|85026 2.784e-10 5.09e-06 FBXW5|54461 3.096e-10 5.65e-06 MAMDC4|158056 4.256e-10 7.77e-06 ZNF513|130557 4.628e-10 8.45e-06 C21ORF2|755 5.795e-10 1.06e-05 ZNF765|91661 6.255e-10 1.14e-05 STK11IP|114790 6.413e-10 1.17e-05 CAPN10|11132 6.891e-10 1.26e-05 ANAPC2|29882 7.794e-10 1.42e-05 AKAP8|10270 8.659e-10 1.58e-05 TOP1|7150 1.001e-09 1.83e-05 RNH1|6050 1.011e-09 1.85e-05 GIGYF1|64599 1.117e-09 2.04e-05 GAS2L3|283431 1.143e-09 2.09e-05 FBXL8|55336 1.249e-09 2.28e-05 C19ORF6|91304 1.277e-09 2.33e-05 ANKS3|124401 1.395e-09 2.55e-05 PRR11|55771 1.78e-09 3.25e-05 SCNN1D|6339 1.857e-09 3.39e-05 UBXN6|80700 1.928e-09 3.52e-05 SLC39A13|91252 1.947e-09 3.55e-05 CROCC|9696 2.016e-09 3.68e-05 SPHK2|56848 2.054e-09 3.75e-05 MAN2C1|4123 2.305e-09 4.2e-05 POLM|27434 2.323e-09 4.24e-05 SFRS16|11129 2.456e-09 4.48e-05 SSPO|23145 2.705e-09 4.93e-05 SELM|140606 2.998e-09 5.47e-05 MAFK|7975 3.042e-09 5.55e-05 LZTR1|8216 3.05e-09 5.56e-05 C1ORF86|199990 3.837e-09 7e-05 RGL2|5863 3.927e-09 7.16e-05 ASL|435 4.472e-09 8.16e-05 SNRNP70|6625 4.601e-09 8.39e-05 ZNF414|84330 4.755e-09 8.67e-05 FASTK|10922 5.092e-09 9.28e-05 ADAMTS13|11093 5.188e-09 9.46e-05 TSSK6|83983 5.284e-09 9.63e-05 QTRT1|81890 5.519e-09 0.000101 WASH7P|653635 5.518e-09 0.000101 ALKBH7|84266 5.683e-09 0.000104 ATF7IP|55729 6.123e-09 0.000112 STK19|8859 6.756e-09 0.000123 TXNRD2|10587 7.246e-09 0.000132 LRDD|55367 7.308e-09 0.000133 CDK10|8558 8.272e-09 0.000151 PHPT1|29085 8.369e-09 0.000152 ATG4B|23192 8.52e-09 0.000155 PIN1|5300 9.893e-09 0.00018 HDAC7|51564 1.024e-08 0.000187 ZNF480|147657 1.061e-08 0.000193 TRMT2A|27037 1.262e-08 0.00023 ABTB1|80325 1.469e-08 0.000268 ATP2A2|488 1.586e-08 0.000289 ZBTB48|3104 1.618e-08 0.000295 SPSB2|84727 1.727e-08 0.000314 LOC150776|150776 1.799e-08 0.000328 NOXA1|10811 1.8e-08 0.000328 ZBTB22|9278 1.803e-08 0.000328 SAPS2|9701 1.837e-08 0.000334 ZNF653|115950 1.845e-08 0.000336 RASSF1|11186 1.857e-08 0.000338 MZF1|7593 1.883e-08 0.000343 SFRS5|6430 1.951e-08 0.000355 PHF1|5252 2.015e-08 0.000367 DNAJC17|55192 2.222e-08 0.000404 MIB2|142678 2.226e-08 0.000405 PLEKHH3|79990 2.297e-08 0.000418 OGFOD2|79676 2.353e-08 0.000428 ZDHHC20|253832 2.621e-08 0.000477 CEMP1|752014 2.694e-08 0.00049 ARL6IP1|23204 2.727e-08 0.000496 RING1|6015 2.745e-08 0.000499 RNF215|200312 2.803e-08 0.00051 PAPOLG|64895 2.835e-08 0.000516 USE1|55850 2.835e-08 0.000516 ARAF|369 2.916e-08 0.000531 IGFN1|91156 2.962e-08 0.000539 RAB11B|9230 3.122e-08 0.000568 MST1|4485 3.181e-08 0.000578 ARVCF|421 3.327e-08 0.000605 C16ORF86|388284 3.783e-08 0.000688 AMDHD2|51005 3.999e-08 0.000727 PTPLB|201562 4.198e-08 0.000763 C1ORF122|127687 4.205e-08 0.000765 ZNF845|91664 4.213e-08 0.000766 D2HGDH|728294 4.387e-08 0.000798 TTF2|8458 4.419e-08 0.000803 ZGLP1|100125288 4.63e-08 0.000842 TAF6L|10629 4.726e-08 0.000859 JMJD7-PLA2G4B|8681 4.817e-08 0.000876 SPSB3|90864 4.975e-08 0.000904 NFATC3|4775 5.027e-08 0.000914 CLDN15|24146 5.038e-08 0.000916 RFNG|5986 5.063e-08 0.00092 EGFL8|80864 5.315e-08 0.000966 TRABD|80305 5.796e-08 0.00105 C19ORF20|91978 6.056e-08 0.0011 PDLIM2|64236 6.19e-08 0.00112 CASC5|57082 6.27e-08 0.00114 RAB24|53917 6.705e-08 0.00122 MRI1|84245 6.854e-08 0.00125 SFI1|9814 6.905e-08 0.00125 TSSC4|10078 6.981e-08 0.00127 KLHL17|339451 7.04e-08 0.00128 MYO15B|80022 7.049e-08 0.00128 NDUFS7|374291 7.461e-08 0.00136 SLC27A1|376497 7.476e-08 0.00136 SNAPC4|6621 7.73e-08 0.0014 UCN|7349 7.7e-08 0.0014 KIAA0415|9907 8.023e-08 0.00146 DOM3Z|1797 8.164e-08 0.00148 CPT1B|1375 8.201e-08 0.00149 APBA3|9546 8.416e-08 0.00153 LYL1|4066 8.498e-08 0.00154 STX10|8677 8.574e-08 0.00156 C19ORF60|55049 8.77e-08 0.00159 VANGL1|81839 9.037e-08 0.00164 ABHD8|79575 9.104e-08 0.00165 MST1P9|11223 9.438e-08 0.00171 SNX17|9784 9.956e-08 0.00181 JUND|3727 1.002e-07 0.00182 PRR22|163154 1.02e-07 0.00185 RHOT2|89941 1.039e-07 0.00188 C3ORF71|646450 1.08e-07 0.00196 MYEOV2|150678 1.08e-07 0.00196 UBE4A|9354 1.164e-07 0.00211 PAFAH1B2|5049 1.203e-07 0.00218 ZC3HAV1|56829 1.216e-07 0.00221 PNPLA7|375775 1.266e-07 0.0023 ZNF805|390980 1.303e-07 0.00236 SCAND1|51282 1.305e-07 0.00237 TSIX|9383 1.314e-07 0.00238 SLC12A9|56996 1.327e-07 0.00241 STK25|10494 1.334e-07 0.00242 PMPCA|23203 1.408e-07 0.00255 USHBP1|83878 1.414e-07 0.00256 USP9X|8239 1.448e-07 0.00262 RNF219|79596 1.464e-07 0.00265 ANKMY1|51281 1.494e-07 0.00271 LUZP6|767558 1.514e-07 0.00275 WASH3P|374666 1.524e-07 0.00276 C19ORF36|113177 1.526e-07 0.00277 TMEM129|92305 1.626e-07 0.00295 PRKRIP1|79706 1.656e-07 0.003 HEXDC|284004 1.659e-07 0.00301 MYL5|4636 1.658e-07 0.00301 MBD3|53615 1.668e-07 0.00302 KIAA1715|80856 1.688e-07 0.00306 C7ORF59|389541 1.7e-07 0.00308 UBXN11|91544 1.708e-07 0.0031 ZNF775|285971 1.727e-07 0.00313 PWWP2B|170394 1.75e-07 0.00317 TUBGCP6|85378 1.747e-07 0.00317 ENO3|2027 1.779e-07 0.00322 SKIV2L|6499 1.811e-07 0.00328 ST7OT1|93653 1.897e-07 0.00344 LIMS1|3987 1.905e-07 0.00345 ADAMTS10|81794 1.95e-07 0.00353 CHMP6|79643 1.954e-07 0.00354 TLE2|7089 1.994e-07 0.00361 TMEM194A|23306 2.002e-07 0.00362 MFSD10|10227 2.109e-07 0.00382 DMPK|1760 2.118e-07 0.00383 FAM113A|64773 2.123e-07 0.00384 MED22|6837 2.132e-07 0.00386 HNRNPA0|10949 2.23e-07 0.00404 BANP|54971 2.261e-07 0.00409 LTC4S|4056 2.444e-07 0.00442 STK11|6794 2.472e-07 0.00447 PRRT1|80863 2.481e-07 0.00449 SNHG8|100093630 2.49e-07 0.00451 POLL|27343 2.544e-07 0.0046 ZNF837|116412 2.54e-07 0.0046 TTK|7272 2.655e-07 0.0048 FIS1|51024 2.681e-07 0.00485 MST1P2|11209 2.705e-07 0.00489 RGS12|6002 2.7e-07 0.00489 GPR162|27239 2.724e-07 0.00493 VCPIP1|80124 2.746e-07 0.00497 ROCK2|9475 2.799e-07 0.00506 ZBTB10|65986 2.891e-07 0.00523 ZNF473|25888 2.909e-07 0.00526 PPP2R5E|5529 2.987e-07 0.0054 TRPC2|7221 3.005e-07 0.00543 IDUA|3425 3.037e-07 0.00549 CC2D1A|54862 3.117e-07 0.00564 CSE1L|1434 3.186e-07 0.00576 CKAP2|26586 3.286e-07 0.00594 ARMC5|79798 3.323e-07 0.00601 CCDC159|126075 3.388e-07 0.00613 AGXT2L2|85007 3.51e-07 0.00634 ZNF468|90333 3.51e-07 0.00634 CIRBP|1153 3.515e-07 0.00635 FYTTD1|84248 3.537e-07 0.00639 MKI67|4288 3.657e-07 0.00661 RAPGEF3|10411 3.741e-07 0.00676 RBPJ|3516 3.882e-07 0.00701 WDR85|92715 3.981e-07 0.00719 SEC31A|22872 3.982e-07 0.0072 TNK2|10188 4.017e-07 0.00726 RASA4P|401331 4.073e-07 0.00736 KIF18A|81930 4.163e-07 0.00752 AGER|177 4.339e-07 0.00784 TRIM24|8805 4.372e-07 0.0079 MYH3|4621 4.419e-07 0.00798 DUS3L|56931 4.484e-07 0.0081 MOBKL1B|55233 4.602e-07 0.00831 CLASP1|23332 4.652e-07 0.0084 GLYCTK|132158 4.676e-07 0.00844 SETD5|55209 4.696e-07 0.00848 SH3GLB2|56904 4.73e-07 0.00854 XAB2|56949 4.76e-07 0.00859 NDOR1|27158 4.761e-07 0.0086 YY1|7528 4.785e-07 0.00864 PILRB|29990 4.981e-07 0.00899 RASSF7|8045 5.044e-07 0.0091 KANK3|256949 5.127e-07 0.00925 ATG16L2|89849 5.179e-07 0.00935 ATL3|25923 5.197e-07 0.00938 C9ORF86|55684 5.231e-07 0.00944 NISCH|11188 5.257e-07 0.00949 MTG1|92170 5.476e-07 0.00988 NEIL1|79661 5.581e-07 0.0101 CRTC1|23373 5.702e-07 0.0103 ZNF616|90317 5.783e-07 0.0104 CENPI|2491 5.825e-07 0.0105 PATL1|219988 5.881e-07 0.0106 C19ORF29|58509 5.938e-07 0.0107 CAPZA1|829 6.041e-07 0.0109 RACGAP1|29127 6.095e-07 0.011 THAP3|90326 6.174e-07 0.0111 PPP4R2|151987 6.24e-07 0.0113 RMND5A|64795 6.287e-07 0.0113 CSNK1G2|1455 6.434e-07 0.0116 RB1CC1|9821 6.675e-07 0.012 BAT2L2|23215 6.703e-07 0.0121 FAM193B|54540 6.706e-07 0.0121 SGOL1|151648 6.822e-07 0.0123 SNHG11|128439 6.912e-07 0.0125 GDAP2|54834 7.081e-07 0.0128 POU2F1|5451 7.182e-07 0.0129 ZNF828|283489 7.157e-07 0.0129 LTBP4|8425 7.448e-07 0.0134 NAGLU|4669 7.455e-07 0.0134 ATAD2|29028 7.545e-07 0.0136 NSUN5P1|155400 7.681e-07 0.0138 RNF25|64320 7.695e-07 0.0139 CKAP5|9793 7.944e-07 0.0143 ANKRD36BP1|84832 8.058e-07 0.0145 KIF20B|9585 8.063e-07 0.0145 RC3H2|54542 8.216e-07 0.0148 ARHGEF1|9138 8.455e-07 0.0152 MMP23B|8510 8.555e-07 0.0154 ZNF276|92822 8.54e-07 0.0154 LOC390595|390595 8.954e-07 0.0161 RNF6|6049 9.047e-07 0.0163 FAM72A|729533 9.1e-07 0.0164 PSMD12|5718 9.095e-07 0.0164 C7ORF47|221908 9.184e-07 0.0165 PIAS1|8554 9.162e-07 0.0165 RNF166|115992 9.157e-07 0.0165 NUDT22|84304 9.246e-07 0.0166 ZNF611|81856 9.225e-07 0.0166 HDAC10|83933 9.251e-07 0.0167 C17ORF108|201229 9.406e-07 0.0169 C16ORF7|9605 9.582e-07 0.0172 ANLN|54443 9.968e-07 0.0179 MUSTN1|389125 1.039e-06 0.0187 RFWD3|55159 1.042e-06 0.0188 INCENP|3619 1.094e-06 0.0197 GRASP|160622 1.099e-06 0.0198 RBBP4|5928 1.112e-06 0.02 DMAP1|55929 1.124e-06 0.0202 ?|8225 1.142e-06 0.0205 C3ORF38|285237 1.157e-06 0.0208 LTBP3|4054 1.156e-06 0.0208 BAD|572 1.162e-06 0.0209 RAP2A|5911 1.161e-06 0.0209 SKP2|6502 1.164e-06 0.0209 USP7|7874 1.165e-06 0.0209 UCKL1|54963 1.209e-06 0.0217 CAND1|55832 1.215e-06 0.0218 FAM108A1|81926 1.259e-06 0.0226 RBM12B|389677 1.277e-06 0.023 C13ORF23|80209 1.286e-06 0.0231 TYK2|7297 1.293e-06 0.0232 CCDC157|550631 1.313e-06 0.0236 HSPH1|10808 1.312e-06 0.0236 XRCC2|7516 1.316e-06 0.0237 PHF6|84295 1.337e-06 0.024 ILKAP|80895 1.36e-06 0.0245 TRMT1|55621 1.371e-06 0.0246 CLOCK|9575 1.401e-06 0.0252 FLYWCH1|84256 1.406e-06 0.0253 HSP90AA1|3320 1.453e-06 0.0261 G2E3|55632 1.478e-06 0.0266 FDX1L|112812 1.498e-06 0.0269 ING5|84289 1.57e-06 0.0282 BARD1|580 1.575e-06 0.0283 MUS81|80198 1.576e-06 0.0283 RHPN1|114822 1.613e-06 0.029 SCYL2|55681 1.62e-06 0.0291 TRIM59|286827 1.617e-06 0.0291 C2ORF69|205327 1.639e-06 0.0294 ZNF692|55657 1.687e-06 0.0303 B4GALNT4|338707 1.703e-06 0.0306 WASH2P|375260 1.727e-06 0.031 ODF3B|440836 1.73e-06 0.0311 WNK1|65125 1.751e-06 0.0315 FAM160B2|64760 1.761e-06 0.0316 RABAC1|10567 1.777e-06 0.0319 TELO2|9894 1.778e-06 0.0319 ACTR2|10097 1.802e-06 0.0324 EIF3G|8666 1.847e-06 0.0332 APBB3|10307 1.852e-06 0.0333 GTF2A1|2957 1.863e-06 0.0334 SGOL2|151246 1.871e-06 0.0336 RLIM|51132 1.886e-06 0.0338 AK3L1|205 1.897e-06 0.034 ZNF668|79759 1.907e-06 0.0342 CLPP|8192 1.919e-06 0.0344 KIAA0754|643314 1.93e-06 0.0346 PTPN11|5781 1.939e-06 0.0348 PLD4|122618 1.949e-06 0.035 POLR2E|5434 1.95e-06 0.035 PPIAL4C|653598 1.957e-06 0.0351 TAOK1|57551 2.034e-06 0.0365 TMUB1|83590 2.061e-06 0.037 FAM98C|147965 2.09e-06 0.0375 C1ORF35|79169 2.097e-06 0.0376 C7ORF26|79034 2.125e-06 0.0381 WDR18|57418 2.158e-06 0.0387 DIAPH1|1729 2.166e-06 0.0389 NPC1|4864 2.186e-06 0.0392 SDR39U1|56948 2.19e-06 0.0393 C7ORF43|55262 2.222e-06 0.0398 CDH1|999 2.218e-06 0.0398 PIGQ|9091 2.218e-06 0.0398 ZYG11B|79699 2.217e-06 0.0398 STIL|6491 2.259e-06 0.0405 HSF4|3299 2.269e-06 0.0407 C20ORF94|128710 2.28e-06 0.0409 TNRC6B|23112 2.298e-06 0.0412 YWHAZ|7534 2.298e-06 0.0412 KRBA1|84626 2.306e-06 0.0413 CCNL2|81669 2.311e-06 0.0414 RAD21|5885 2.343e-06 0.042 CCDC124|115098 2.36e-06 0.0423 JUNB|3726 2.377e-06 0.0426 NCBP1|4686 2.391e-06 0.0428 C11ORF68|83638 2.398e-06 0.043 GAS2L1|10634 2.416e-06 0.0433 OPA1|4976 2.477e-06 0.0444 PLEKHJ1|55111 2.478e-06 0.0444 LOC100271831|100271831 2.523e-06 0.0452 C12ORF57|113246 2.547e-06 0.0456 ZDHHC8|29801 2.562e-06 0.0459 E4F1|1877 2.599e-06 0.0465 SNX21|90203 2.597e-06 0.0465 ATF2|1386 2.627e-06 0.047 DEAF1|10522 2.623e-06 0.047 SHC2|25759 2.631e-06 0.0471 LOC284900|284900 2.657e-06 0.0476 SDHAP3|728609 2.661e-06 0.0476 C11ORF2|738 2.673e-06 0.0479 SGCA|6442 2.697e-06 0.0483 EML3|256364 2.712e-06 0.0485 USP20|10868 2.711e-06 0.0485 IDE|3416 2.737e-06 0.049 PLXNB1|5364 2.741e-06 0.0491 GCDH|2639 2.748e-06 0.0492 GADD45G|10912 2.754e-06 0.0493 INO80B|83444 2.776e-06 0.0497 LCAT|3931 2.782e-06 0.0498