Name PATHOLOGY.T.STAGE PATHOLOGY.T.STAGE PATHOLOGY.T.STAGE PATHOLOGY.T.STAGE ResultType N SpearmanCorr corrP Q C14ORF139|79686 456 -0.2796 1.229e-09 2.25e-05 RASGRP2|10235 456 -0.2678 6.237e-09 0.000114 GP1BA|2811 446 -0.2705 6.426e-09 0.000118 PTGDS|5730 456 -0.2658 8.151e-09 0.000149 FAM125B|89853 456 -0.2655 8.537e-09 0.000156 ST8SIA1|6489 456 -0.2653 8.808e-09 0.000161 CCL19|6363 455 -0.2631 1.216e-08 0.000223 MS4A1|931 455 -0.2609 1.627e-08 0.000298 MAP4K1|11184 456 -0.2584 2.161e-08 0.000396 MAL|4118 456 -0.2579 2.299e-08 0.000421 PPP1R16B|26051 456 -0.257 2.601e-08 0.000476 FCRL1|115350 443 -0.2601 2.789e-08 0.00051 NELL2|4753 455 -0.2548 3.581e-08 0.000655 DNAH8|1769 420 -0.2616 5.293e-08 0.000968 C9ORF45|81571 456 -0.2514 5.307e-08 0.000971 IRF4|3662 456 -0.2513 5.369e-08 0.000982 TLR10|81793 456 -0.2507 5.753e-08 0.00105 TNFRSF13B|23495 449 -0.2506 7.425e-08 0.00136 SPIB|6689 456 -0.2469 9.221e-08 0.00169 BLK|640 451 -0.2466 1.136e-07 0.00208 DUSP26|78986 447 -0.2467 1.265e-07 0.00231 TRAF3IP3|80342 456 -0.2439 1.33e-07 0.00243 COLQ|8292 456 -0.2439 1.336e-07 0.00244 CD19|930 453 -0.2442 1.41e-07 0.00258 CXCR5|643 456 -0.2419 1.7e-07 0.00311 C5ORF20|140947 449 -0.2437 1.708e-07 0.00312 KIAA0748|9840 454 -0.2423 1.723e-07 0.00315 C4ORF7|260436 416 -0.2522 1.863e-07 0.00341 EFHC1|114327 456 -0.241 1.888e-07 0.00345 STAP1|26228 456 -0.2408 1.937e-07 0.00354 RNPC3|55599 456 -0.24 2.128e-07 0.00389 SCML4|256380 455 -0.2398 2.27e-07 0.00415 TNF|7124 456 -0.2393 2.335e-07 0.00427 RIC3|79608 454 -0.2394 2.447e-07 0.00447 TTLL12|23170 456 0.2386 2.524e-07 0.00461 CADM3|57863 455 -0.2386 2.599e-07 0.00475 LOC283663|283663 456 -0.2377 2.794e-07 0.00511 ZAP70|7535 456 -0.2376 2.837e-07 0.00518 SEPT1|1731 456 -0.2376 2.847e-07 0.0052 FBXO9|26268 456 -0.2375 2.878e-07 0.00526 ZCCHC18|644353 455 -0.2376 2.928e-07 0.00535 CBX7|23492 456 -0.236 3.445e-07 0.00629 ACAP1|9744 456 -0.2357 3.541e-07 0.00647 IL16|3603 456 -0.2356 3.614e-07 0.0066 CRB2|286204 429 -0.2414 4.193e-07 0.00766 GAB3|139716 456 -0.2338 4.447e-07 0.00812 CARD8|22900 456 -0.2338 4.449e-07 0.00812 NCR3|259197 454 -0.2341 4.539e-07 0.00829 CD22|933 456 -0.2335 4.576e-07 0.00836 CD79B|974 456 -0.2334 4.663e-07 0.00851 RASAL3|64926 456 -0.2332 4.756e-07 0.00868 LOC100270804|100270804 455 -0.2333 4.866e-07 0.00888 NLRC3|197358 456 -0.233 4.895e-07 0.00894 ZNF831|128611 456 -0.2329 4.927e-07 0.009 FCRL3|115352 453 -0.2336 4.955e-07 0.00904 CNR1|1268 455 -0.2327 5.173e-07 0.00944 MAPK10|5602 456 -0.232 5.47e-07 0.00998 ABI3BP|25890 456 -0.2317 5.655e-07 0.0103 NME2P1|283458 456 0.2309 6.219e-07 0.0113 IL11RA|3590 456 -0.2309 6.222e-07 0.0114 ZNF540|163255 456 -0.2307 6.339e-07 0.0116 TBC1D10C|374403 456 -0.23 6.859e-07 0.0125 SLC25A27|9481 456 -0.2294 7.394e-07 0.0135 PNOC|5368 453 -0.2297 7.734e-07 0.0141 PASK|23178 456 -0.2285 8.164e-07 0.0149 DTNBP1|84062 456 -0.2284 8.258e-07 0.0151 CD40LG|959 455 -0.2286 8.326e-07 0.0152 ZNF302|55900 456 -0.2269 9.767e-07 0.0178 ZNF439|90594 456 -0.2267 9.969e-07 0.0182 RBP5|83758 456 -0.2267 1.005e-06 0.0183 CCR7|1236 456 -0.2259 1.092e-06 0.0199 ITGAL|3683 456 -0.2257 1.114e-06 0.0203 ARHGAP30|257106 456 -0.2252 1.188e-06 0.0217 LY9|4063 456 -0.2248 1.242e-06 0.0226 FAIM3|9214 456 -0.2245 1.281e-06 0.0234 COL29A1|256076 450 -0.2252 1.393e-06 0.0254 BTLA|151888 456 -0.2236 1.408e-06 0.0257 CD79A|973 456 -0.2235 1.426e-06 0.026 ZNF700|90592 456 -0.223 1.504e-06 0.0274 POU3F1|5453 449 -0.2246 1.522e-06 0.0277 RSPO1|284654 433 -0.2284 1.565e-06 0.0285 ZNF266|10781 456 -0.2226 1.578e-06 0.0288 SPOCK2|9806 456 -0.2216 1.758e-06 0.032 CYP27A1|1593 456 -0.2216 1.769e-06 0.0322 MYO1E|4643 456 0.2203 2.042e-06 0.0372 ZNF671|79891 456 -0.2201 2.073e-06 0.0378 CIRBP|1153 456 -0.22 2.092e-06 0.0381 KIAA0125|9834 455 -0.22 2.155e-06 0.0393 CCDC39|339829 456 -0.2197 2.177e-06 0.0397 ZNF808|388558 456 -0.2195 2.227e-06 0.0406 GRAP2|9402 456 -0.2191 2.319e-06 0.0423 ARHGAP9|64333 456 -0.2186 2.443e-06 0.0445 PABPC3|5042 456 0.2185 2.472e-06 0.045 GNG7|2788 456 -0.2177 2.711e-06 0.0494 MAP3K14|9020 456 -0.2176 2.723e-06 0.0496 FAM129C|199786 443 -0.2206 2.753e-06 0.0501 FAM117A|81558 456 -0.2173 2.82e-06 0.0514 PARP15|165631 456 -0.2173 2.821e-06 0.0514 GPR18|2841 456 -0.2172 2.856e-06 0.052 ZNF879|345462 456 -0.2171 2.876e-06 0.0524 KCNA6|3742 440 -0.2209 2.877e-06 0.0524 FGD3|89846 456 -0.2171 2.883e-06 0.0525 GYPE|2996 448 -0.219 2.883e-06 0.0525 CCDC146|57639 456 -0.2169 2.936e-06 0.0535 FAM159A|348378 456 -0.2168 2.979e-06 0.0542 GPC3|2719 456 -0.2168 2.983e-06 0.0543 FCRLA|84824 454 -0.2171 3.027e-06 0.0551 GOLGA2B|55592 456 -0.2166 3.034e-06 0.0552 FAM65B|9750 456 -0.2165 3.056e-06 0.0556 RFXAP|5994 456 -0.2164 3.098e-06 0.0564 ZNF337|26152 456 -0.2164 3.098e-06 0.0564 DNAJC28|54943 456 -0.2162 3.161e-06 0.0575 PATL2|197135 455 -0.2164 3.18e-06 0.0579 GPR171|29909 456 -0.2162 3.182e-06 0.0579 BZRAP1|9256 456 -0.2161 3.212e-06 0.0584 NIPSNAP3B|55335 456 -0.216 3.253e-06 0.0592 RORA|6095 456 -0.2159 3.284e-06 0.0597 CUL9|23113 456 -0.215 3.621e-06 0.0659 RUNDC2C|440352 456 -0.2145 3.808e-06 0.0693 POU2AF1|5450 456 -0.2143 3.895e-06 0.0708 P2RY8|286530 456 -0.2142 3.934e-06 0.0716 POPDC2|64091 456 -0.2138 4.111e-06 0.0748 TMEM100|55273 456 -0.2137 4.155e-06 0.0756 CACHD1|57685 456 -0.2133 4.331e-06 0.0788 CYB561D1|284613 456 -0.2131 4.426e-06 0.0805 C11ORF24|53838 456 0.2124 4.747e-06 0.0863 RIN1|9610 456 0.2124 4.757e-06 0.0865 CAPN3|825 456 -0.2124 4.773e-06 0.0868 IQCG|84223 456 -0.2123 4.787e-06 0.087 HSPD1|3329 456 0.2122 4.874e-06 0.0886 RUNX3|864 456 -0.2121 4.899e-06 0.0891 ZNF80|7634 434 -0.2173 4.903e-06 0.0891 ASB2|51676 456 -0.212 4.977e-06 0.0905 ARCN1|372 456 0.2119 5.031e-06 0.0914 RNF175|285533 453 -0.2122 5.195e-06 0.0944 CD27|939 456 -0.2113 5.307e-06 0.0964 ACTN2|88 443 -0.2143 5.34e-06 0.097 C6ORF201|404220 449 -0.2129 5.363e-06 0.0975 GCET2|257144 456 -0.2112 5.368e-06 0.0975 LRRC36|55282 452 -0.2121 5.407e-06 0.0982 MAN1C1|57134 456 -0.2112 5.415e-06 0.0984 GALNT7|51809 456 0.2111 5.443e-06 0.0989 BEX4|56271 456 -0.2111 5.457e-06 0.0991 PTPRCAP|5790 456 -0.2107 5.664e-06 0.103 MEOX1|4222 455 -0.2107 5.821e-06 0.106 C16ORF54|283897 456 -0.2103 5.914e-06 0.107 FNBP1|23048 456 -0.2102 5.971e-06 0.108 PFKP|5214 456 0.2102 5.975e-06 0.109 SFTPC|6440 453 -0.2105 6.2e-06 0.113 PAICS|10606 456 0.2099 6.202e-06 0.113 C8ORF80|389643 454 -0.2103 6.229e-06 0.113 EID2B|126272 456 -0.2098 6.24e-06 0.113 KIAA1407|57577 456 -0.2094 6.484e-06 0.118 FXYD7|53822 416 -0.219 6.524e-06 0.118 KLHL6|89857 456 -0.2094 6.533e-06 0.119 HDC|3067 454 -0.2095 6.752e-06 0.123 PLP2|5355 456 0.2087 6.997e-06 0.127 UCP3|7352 455 -0.2089 6.999e-06 0.127 HLA-DOB|3112 456 -0.2086 7.089e-06 0.129 GPRASP1|9737 456 -0.2084 7.24e-06 0.131 KIAA1529|57653 456 -0.2082 7.367e-06 0.134 AMY2B|280 456 -0.2082 7.368e-06 0.134 ALDH18A1|5832 456 0.2081 7.412e-06 0.134 MAP6|4135 456 -0.2081 7.463e-06 0.135 KCNA3|3738 455 -0.2081 7.578e-06 0.137 ITGB1|3688 456 0.2075 7.883e-06 0.143 RAB10|10890 456 0.2074 7.973e-06 0.145 BTN2A2|10385 456 -0.2074 8.014e-06 0.145 CLECL1|160365 453 -0.208 8.048e-06 0.146 TMEM151B|441151 455 -0.2072 8.315e-06 0.151 TTC18|118491 456 -0.2068 8.516e-06 0.154 TNFRSF13C|115650 447 -0.2087 8.612e-06 0.156 DDX5|1655 456 -0.2066 8.653e-06 0.157 APBB1|322 456 -0.2062 8.997e-06 0.163 TTC21A|199223 456 -0.2056 9.615e-06 0.174 PVRIG|79037 456 -0.2055 9.667e-06 0.175 CR2|1380 454 -0.2059 9.713e-06 0.176 TSPAN32|10077 455 -0.2055 9.897e-06 0.179 LRMP|4033 456 -0.2052 1.006e-05 0.182 MIAT|440823 456 -0.2051 1.008e-05 0.183 C4ORF43|55319 456 0.2048 1.045e-05 0.189 GALNTL1|57452 455 -0.2049 1.054e-05 0.191 C11ORF21|29125 454 -0.205 1.072e-05 0.194 PDE7A|5150 456 -0.2045 1.074e-05 0.195 PRKCB|5579 456 -0.2043 1.096e-05 0.199 CD5|921 456 -0.2037 1.165e-05 0.211 ITK|3702 456 -0.2037 1.169e-05 0.212 LOC100188949|100188949 456 -0.2036 1.174e-05 0.213 LOC284749|284749 419 -0.2122 1.187e-05 0.215 CD48|962 456 -0.2031 1.236e-05 0.224 GFI1|2672 456 -0.203 1.244e-05 0.225 MASP2|10747 455 -0.2031 1.26e-05 0.228 ZNF564|163050 456 -0.2028 1.271e-05 0.23 SLAMF1|6504 456 -0.2027 1.283e-05 0.232 PPP1R3E|90673 456 -0.2027 1.286e-05 0.233 ZNF546|339327 456 -0.2027 1.291e-05 0.234 CNR2|1269 433 -0.2077 1.319e-05 0.239 FAM46C|54855 456 -0.2024 1.328e-05 0.241 ZNF682|91120 456 -0.2023 1.344e-05 0.243 PLCG2|5336 456 -0.202 1.38e-05 0.25 ZNF167|55888 456 -0.2018 1.405e-05 0.254 NBPF14|25832 456 -0.2018 1.413e-05 0.256 CD96|10225 456 -0.2017 1.429e-05 0.259 SLC2A1|6513 456 0.2016 1.437e-05 0.26 MCART6|401612 455 -0.2015 1.479e-05 0.268 LAX1|54900 456 -0.2013 1.484e-05 0.269 ZNF554|115196 456 -0.2012 1.495e-05 0.271 CD2|914 456 -0.2011 1.509e-05 0.273 ABCA4|24 455 -0.2012 1.537e-05 0.278 LOC729020|729020 456 0.2009 1.54e-05 0.279 LAT|27040 456 -0.2009 1.545e-05 0.28 PYHIN1|149628 455 -0.2009 1.582e-05 0.286 RGL4|266747 453 -0.2011 1.616e-05 0.292