Name PATHOLOGY.T.STAGE PATHOLOGY.T.STAGE PATHOLOGY.T.STAGE PATHOLOGY.T.STAGE ResultType N SpearmanCorr corrP Q C14ORF139|79686 462 -0.2819 6.943e-10 1.27e-05 RASGRP2|10235 462 -0.2704 3.486e-09 6.38e-05 ST8SIA1|6489 462 -0.2696 3.911e-09 7.16e-05 GP1BA|2811 452 -0.272 4.153e-09 7.6e-05 PTGDS|5730 462 -0.2679 4.949e-09 9.06e-05 CCL19|6363 461 -0.2676 5.334e-09 9.76e-05 FAM125B|89853 462 -0.2663 6.103e-09 0.000112 MS4A1|931 461 -0.263 9.857e-09 0.00018 MAL|4118 462 -0.261 1.249e-08 0.000229 MAP4K1|11184 462 -0.2606 1.305e-08 0.000239 PPP1R16B|26051 462 -0.2603 1.364e-08 0.00025 FCRL1|115350 449 -0.2621 1.722e-08 0.000315 NELL2|4753 461 -0.2564 2.364e-08 0.000433 TLR10|81793 462 -0.2548 2.8e-08 0.000512 IRF4|3662 462 -0.2543 2.962e-08 0.000542 C9ORF45|81571 462 -0.2536 3.244e-08 0.000593 TNFRSF13B|23495 455 -0.2554 3.318e-08 0.000607 DNAH8|1769 425 -0.2628 3.826e-08 7e-04 SPIB|6689 462 -0.2496 5.442e-08 0.000995 TRAF3IP3|80342 462 -0.2488 5.969e-08 0.00109 BLK|640 457 -0.2495 6.468e-08 0.00118 C5ORF20|140947 455 -0.2494 7.042e-08 0.00129 KIAA0748|9840 460 -0.2479 7.185e-08 0.00131 COLQ|8292 462 -0.2465 7.964e-08 0.00146 C4ORF7|260436 421 -0.256 1.006e-07 0.00184 STAP1|26228 462 -0.2446 1.014e-07 0.00185 CD19|930 459 -0.245 1.057e-07 0.00193 CXCR5|643 462 -0.244 1.096e-07 0.002 ZCCHC18|644353 461 -0.2438 1.156e-07 0.00211 DUSP26|78986 453 -0.2457 1.18e-07 0.00216 CADM3|57863 461 -0.2431 1.251e-07 0.00229 TTLL12|23170 462 0.2429 1.253e-07 0.00229 TNF|7124 462 -0.2427 1.275e-07 0.00233 EFHC1|114327 462 -0.2425 1.307e-07 0.00239 SCML4|256380 461 -0.2418 1.473e-07 0.00269 FBXO9|26268 462 -0.2415 1.483e-07 0.00271 RIC3|79608 460 -0.2418 1.515e-07 0.00277 LOC283663|283663 462 -0.2413 1.518e-07 0.00277 CBX7|23492 462 -0.2409 1.591e-07 0.00291 ZAP70|7535 462 -0.2408 1.605e-07 0.00293 IL16|3603 462 -0.2407 1.629e-07 0.00298 SEPT1|1731 462 -0.2405 1.676e-07 0.00306 GAB3|139716 462 -0.239 2.019e-07 0.00369 RNPC3|55599 462 -0.2387 2.074e-07 0.00379 NCR3|259197 460 -0.2387 2.209e-07 0.00404 NLRC3|197358 462 -0.2382 2.214e-07 0.00404 FCRL3|115352 459 -0.2388 2.262e-07 0.00413 ACAP1|9744 462 -0.238 2.265e-07 0.00414 ZNF831|128611 462 -0.2376 2.361e-07 0.00431 CARD8|22900 462 -0.2374 2.425e-07 0.00443 CD22|933 462 -0.2368 2.621e-07 0.00479 ABI3BP|25890 462 -0.2365 2.701e-07 0.00493 RASAL3|64926 462 -0.2361 2.825e-07 0.00516 CD79B|974 462 -0.2359 2.921e-07 0.00533 LOC100270804|100270804 461 -0.2356 3.089e-07 0.00564 CD40LG|959 461 -0.2348 3.429e-07 0.00626 ZNF540|163255 462 -0.2342 3.566e-07 0.00651 TBC1D10C|374403 462 -0.2334 3.904e-07 0.00713 CRB2|286204 434 -0.2405 3.969e-07 0.00724 MAPK10|5602 462 -0.2331 4.033e-07 0.00736 IL11RA|3590 462 -0.2318 4.716e-07 0.00861 ARHGAP30|257106 462 -0.2316 4.84e-07 0.00883 RBP5|83758 462 -0.2313 4.968e-07 0.00907 ZNF302|55900 462 -0.2311 5.131e-07 0.00936 SLC25A27|9481 462 -0.2311 5.14e-07 0.00938 PNOC|5368 459 -0.2316 5.235e-07 0.00955 CCR7|1236 462 -0.2308 5.303e-07 0.00967 CNR1|1268 461 -0.2298 6.116e-07 0.0112 ITGAL|3683 462 -0.2292 6.378e-07 0.0116 CYP27A1|1593 462 -0.2289 6.598e-07 0.012 DTNBP1|84062 462 -0.2289 6.604e-07 0.012 FAIM3|9214 462 -0.2286 6.8e-07 0.0124 LY9|4063 462 -0.2286 6.806e-07 0.0124 PASK|23178 462 -0.2282 7.18e-07 0.0131 BTLA|151888 462 -0.2276 7.659e-07 0.014 ZNF266|10781 462 -0.2273 7.89e-07 0.0144 COL29A1|256076 456 -0.2281 8.512e-07 0.0155 SPOCK2|9806 462 -0.2258 9.418e-07 0.0172 ZNF700|90592 462 -0.2255 9.695e-07 0.0177 ZNF439|90594 462 -0.2254 9.838e-07 0.0179 POU3F1|5453 455 -0.2271 9.84e-07 0.0179 CCDC39|339829 462 -0.2242 1.128e-06 0.0206 CD79A|973 462 -0.2241 1.134e-06 0.0207 FAM117A|81558 462 -0.2236 1.202e-06 0.0219 ZNF671|79891 462 -0.2231 1.269e-06 0.0231 GRAP2|9402 462 -0.2227 1.332e-06 0.0243 GYPE|2996 454 -0.2244 1.36e-06 0.0248 MAP3K14|9020 462 -0.2225 1.368e-06 0.0249 KCNA6|3742 446 -0.2258 1.455e-06 0.0265 RSPO1|284654 439 -0.2274 1.486e-06 0.0271 KIAA0125|9834 461 -0.2218 1.517e-06 0.0276 PATL2|197135 461 -0.2214 1.579e-06 0.0288 CCDC146|57639 462 -0.2209 1.623e-06 0.0296 GNG7|2788 462 -0.2209 1.624e-06 0.0296 ARHGAP9|64333 462 -0.2208 1.654e-06 0.0301 GPR18|2841 462 -0.2207 1.675e-06 0.0305 FGD3|89846 462 -0.2206 1.687e-06 0.0307 RORA|6095 462 -0.2204 1.716e-06 0.0313 CIRBP|1153 462 -0.2203 1.744e-06 0.0318 FAM65B|9750 462 -0.2202 1.761e-06 0.0321 PARP15|165631 462 -0.2201 1.777e-06 0.0324 FAM129C|199786 448 -0.2229 1.882e-06 0.0343 RFXAP|5994 462 -0.2195 1.895e-06 0.0345 ZNF337|26152 462 -0.2194 1.916e-06 0.0349 NME2P1|283458 462 0.219 2.008e-06 0.0365 FAM159A|348378 462 -0.219 2.009e-06 0.0366 P2RY8|286530 462 -0.2188 2.058e-06 0.0375 CUL9|23113 462 -0.2186 2.105e-06 0.0383 MYO1E|4643 462 0.2184 2.143e-06 0.039 IQCG|84223 462 -0.2184 2.153e-06 0.0392 BZRAP1|9256 462 -0.2182 2.205e-06 0.0401 DNAJC28|54943 462 -0.2181 2.211e-06 0.0402 FCRLA|84824 460 -0.2185 2.246e-06 0.0409 GPR171|29909 462 -0.2178 2.296e-06 0.0418 GCET2|257144 462 -0.2172 2.446e-06 0.0445 POPDC2|64091 462 -0.2169 2.523e-06 0.0459 NIPSNAP3B|55335 462 -0.2168 2.562e-06 0.0466 RUNX3|864 462 -0.2167 2.6e-06 0.0473 GPC3|2719 462 -0.2164 2.659e-06 0.0484 HSPD1|3329 462 0.2164 2.67e-06 0.0486 GOLGA2B|55592 462 -0.2164 2.677e-06 0.0487 ZNF879|345462 462 -0.2162 2.722e-06 0.0495 RNF175|285533 459 -0.2167 2.787e-06 0.0507 ZNF808|388558 462 -0.216 2.794e-06 0.0508 TMEM100|55273 462 -0.2157 2.891e-06 0.0526 CAPN3|825 462 -0.2157 2.894e-06 0.0526 C16ORF54|283897 462 -0.2156 2.924e-06 0.0532 CACHD1|57685 462 -0.2156 2.93e-06 0.0533 C6ORF201|404220 455 -0.2169 3.027e-06 0.055 BEX4|56271 462 -0.2152 3.059e-06 0.0556 ACTN2|88 448 -0.2182 3.14e-06 0.0571 ASB2|51676 462 -0.2148 3.163e-06 0.0575 RUNDC2C|440352 462 -0.2147 3.21e-06 0.0583 PAICS|10606 462 0.2146 3.233e-06 0.0588 RIN1|9610 462 0.2146 3.247e-06 0.059 POU2AF1|5450 462 -0.2144 3.307e-06 0.0601 FNBP1|23048 462 -0.2143 3.371e-06 0.0613 ARCN1|372 462 0.2142 3.375e-06 0.0613 ZNF80|7634 440 -0.2194 3.402e-06 0.0618 MAN1C1|57134 462 -0.214 3.452e-06 0.0627 CD27|939 462 -0.214 3.459e-06 0.0628 LRRC36|55282 458 -0.2148 3.511e-06 0.0638 MEOX1|4222 461 -0.214 3.567e-06 0.0648 PTPRCAP|5790 462 -0.2136 3.622e-06 0.0658 FXYD7|53822 422 -0.2232 3.667e-06 0.0666 EID2B|126272 462 -0.2133 3.754e-06 0.0682 PABPC3|5042 462 0.2132 3.784e-06 0.0687 C11ORF24|53838 462 0.213 3.852e-06 0.0699 UCP3|7352 461 -0.2132 3.875e-06 0.0704 MAP6|4135 462 -0.2128 3.942e-06 0.0716 HLA-DOB|3112 462 -0.2127 3.977e-06 0.0722 KLHL6|89857 462 -0.2126 4.034e-06 0.0732 SFTPC|6440 459 -0.2129 4.207e-06 0.0764 CYB561D1|284613 462 -0.2121 4.241e-06 0.077 DDX5|1655 462 -0.2121 4.244e-06 0.077 BTN2A2|10385 462 -0.2121 4.263e-06 0.0774 KCNA3|3738 461 -0.2122 4.286e-06 0.0778 HDC|3067 460 -0.212 4.482e-06 0.0814 PLP2|5355 462 0.2115 4.506e-06 0.0818 KIAA1529|57653 462 -0.2113 4.638e-06 0.0842 GALNT7|51809 462 0.211 4.747e-06 0.0862 CLECL1|160365 459 -0.2115 4.845e-06 0.0879 LRMP|4033 462 -0.2108 4.878e-06 0.0885 C8ORF80|389643 460 -0.2105 5.292e-06 0.096 PFKP|5214 462 0.2098 5.399e-06 0.098 KIAA1407|57577 462 -0.2096 5.537e-06 0.1 GPRASP1|9737 462 -0.2096 5.555e-06 0.101 CD5|921 462 -0.2094 5.627e-06 0.102 TNFRSF13C|115650 453 -0.2112 5.816e-06 0.106 TTC21A|199223 462 -0.2091 5.834e-06 0.106 SLAMF1|6504 462 -0.2088 6.021e-06 0.109 TTC18|118491 462 -0.2086 6.149e-06 0.112 PRKCB|5579 462 -0.2083 6.355e-06 0.115 TMEM151B|441151 461 -0.2083 6.48e-06 0.118 CR2|1380 460 -0.2083 6.608e-06 0.12 ZNF564|163050 462 -0.2078 6.714e-06 0.122 ITK|3702 462 -0.2076 6.849e-06 0.124 LOC100188949|100188949 462 -0.2075 6.865e-06 0.124 MIAT|440823 462 -0.2075 6.908e-06 0.125 APBB1|322 462 -0.2074 6.981e-06 0.127 ABCA4|24 461 -0.2074 7.141e-06 0.129 PDE7A|5150 462 -0.207 7.259e-06 0.132 C11ORF21|29125 460 -0.2073 7.357e-06 0.133 CD48|962 462 -0.2069 7.362e-06 0.133 TSPAN32|10077 461 -0.2069 7.542e-06 0.137 PVRIG|79037 462 -0.2064 7.715e-06 0.14 CNR2|1269 438 -0.2119 7.732e-06 0.14 CD2|914 462 -0.2062 7.896e-06 0.143 NBPF14|25832 462 -0.2062 7.896e-06 0.143 SPN|6693 462 -0.2061 8.01e-06 0.145 AMY2B|280 462 -0.206 8.012e-06 0.145 CD96|10225 462 -0.206 8.05e-06 0.146 GFI1|2672 462 -0.2059 8.095e-06 0.147 ICOS|29851 462 -0.2058 8.183e-06 0.148 RGL4|266747 459 -0.2061 8.488e-06 0.154 LAX1|54900 462 -0.2051 8.871e-06 0.161 PLCG2|5336 462 -0.205 8.893e-06 0.161 ZNF167|55888 462 -0.2049 8.988e-06 0.163 LAT|27040 462 -0.2047 9.24e-06 0.167 ZNF546|339327 462 -0.2046 9.298e-06 0.168 MCOLN2|255231 461 -0.2047 9.386e-06 0.17 RAB10|10890 462 0.2044 9.515e-06 0.172 RNF130|55819 462 -0.2044 9.515e-06 0.172 ZNF554|115196 462 -0.2044 9.543e-06 0.173 UBASH3A|53347 461 -0.2045 9.602e-06 0.174 PYHIN1|149628 461 -0.2045 9.613e-06 0.174 MCART6|401612 461 -0.2043 9.85e-06 0.178 MASP2|10747 461 -0.2042 9.864e-06 0.179 CCDC152|100129792 462 -0.2038 1.014e-05 0.184 IRF8|3394 462 -0.2037 1.023e-05 0.185 LOC284749|284749 423 -0.2127 1.024e-05 0.185 FAM46C|54855 462 -0.2035 1.038e-05 0.188 PROX2|283571 378 -0.2243 1.069e-05 0.193 TIFAB|497189 452 -0.2053 1.089e-05 0.197 ALDH18A1|5832 462 0.203 1.094e-05 0.198 IKZF1|10320 462 -0.2028 1.123e-05 0.203 GPR25|2848 426 -0.2108 1.142e-05 0.207 SIT1|27240 461 -0.2026 1.161e-05 0.21 TXLNB|167838 461 -0.2026 1.162e-05 0.21 LOC286367|286367 462 -0.2023 1.171e-05 0.212 GALNTL1|57452 461 -0.2024 1.195e-05 0.216 CD37|951 462 -0.2021 1.201e-05 0.217 CLEC17A|388512 435 -0.2082 1.203e-05 0.218 FCER2|2208 440 -0.2069 1.213e-05 0.219 DNHD1|144132 462 -0.202 1.217e-05 0.22 PAX5|5079 451 -0.2043 1.23e-05 0.223 C4ORF43|55319 462 0.2019 1.231e-05 0.223 OTUD3|23252 462 -0.2017 1.248e-05 0.226 N4BP2L1|90634 462 -0.2016 1.258e-05 0.227 DOCK8|81704 462 -0.2014 1.291e-05 0.233 SLC2A1|6513 462 0.201 1.336e-05 0.242 CD3D|915 462 -0.201 1.344e-05 0.243 ATXN1|6310 462 -0.2009 1.351e-05 0.244 P2RY10|27334 462 -0.2007 1.379e-05 0.249 CD247|919 462 -0.2007 1.387e-05 0.251 SPAG8|26206 459 -0.2013 1.395e-05 0.252 ITGB1|3688 462 0.2005 1.409e-05 0.255 CCDC30|728621 462 -0.2005 1.413e-05 0.255 EZH1|2145 462 -0.2004 1.425e-05 0.258 STAR|6770 457 -0.2015 1.428e-05 0.258 ANKRD55|79722 441 -0.2049 1.446e-05 0.261 PKHD1L1|93035 455 -0.2016 1.469e-05 0.265 GPR114|221188 462 -0.2 1.478e-05 0.267 CD3E|916 462 -0.1999 1.497e-05 0.271 ADRB2|154 462 -0.1999 1.505e-05 0.272 PNMA3|29944 456 -0.2011 1.513e-05 0.273 CD6|923 462 -0.1995 1.553e-05 0.281 CGNL1|84952 462 -0.1995 1.56e-05 0.282 GPR75|10936 461 -0.1997 1.562e-05 0.282 PPP1R3E|90673 462 -0.1991 1.629e-05 0.294 RNF144B|255488 462 -0.199 1.64e-05 0.296 CRYGS|1427 461 -0.1992 1.65e-05 0.298