Name PATHOLOGY.T.STAGE PATHOLOGY.T.STAGE PATHOLOGY.T.STAGE PATHOLOGY.T.STAGE ResultType N SpearmanCorr corrP Q CHRNA2|1135 266 -0.386 7.043e-11 1.29e-06 FAM189A2|9413 266 -0.3849 7.997e-11 1.46e-06 GPR108|56927 266 -0.3705 4.461e-10 8.14e-06 EPHX2|2053 266 -0.366 7.466e-10 1.36e-05 OSGIN2|734 266 0.3515 3.747e-09 6.84e-05 GMDS|2762 266 -0.3514 3.774e-09 6.89e-05 PICK1|9463 266 -0.3485 5.182e-09 9.45e-05 MYBPC1|4604 266 -0.3484 5.236e-09 9.55e-05 MYT1|4661 249 0.3586 5.712e-09 0.000104 RAD21|5885 266 0.3446 7.86e-09 0.000143 ASPN|54829 266 0.3406 1.195e-08 0.000218 PLA2G4F|255189 266 -0.3395 1.34e-08 0.000244 GJC3|349149 264 -0.3398 1.47e-08 0.000268 ANO7|50636 266 -0.3352 2.083e-08 0.00038 KIF18A|81930 266 0.3323 2.814e-08 0.000513 FEV|54738 265 -0.3327 2.871e-08 0.000523 AZGP1|563 266 -0.3316 3.01e-08 0.000549 KLK2|3817 266 -0.3312 3.155e-08 0.000575 SLC43A1|8501 266 -0.3304 3.402e-08 0.00062 PLEKHF2|79666 266 0.3303 3.428e-08 0.000625 KCNK6|9424 266 -0.3285 4.137e-08 0.000754 C2|717 266 -0.3282 4.263e-08 0.000777 SMOX|54498 266 -0.3279 4.382e-08 0.000799 TCTN2|79867 266 -0.3273 4.66e-08 0.000849 FAM72A|729533 248 0.3374 5.123e-08 0.000934 COL10A1|1300 264 0.3272 5.274e-08 0.000961 TUBB2A|7280 266 -0.3246 6.063e-08 0.0011 KLK4|9622 266 -0.3244 6.217e-08 0.00113 PPPDE1|51029 266 0.3236 6.676e-08 0.00122 MT1H|4496 264 -0.3243 7.045e-08 0.00128 FA2H|79152 266 -0.323 7.147e-08 0.0013 NAGLU|4669 266 -0.3201 9.445e-08 0.00172 EDARADD|128178 266 0.32 9.535e-08 0.00174 FAP|2191 266 0.319 1.051e-07 0.00191 CCNE2|9134 266 0.3187 1.085e-07 0.00198 ENTPD6|955 266 -0.3186 1.087e-07 0.00198 FAM171B|165215 266 0.3186 1.095e-07 0.00199 GLB1L2|89944 266 -0.3173 1.24e-07 0.00226 KIAA0319L|79932 266 -0.3172 1.248e-07 0.00227 ITGA11|22801 266 0.3169 1.289e-07 0.00235 LENG9|94059 266 -0.3166 1.329e-07 0.00242 FAM3B|54097 266 -0.3163 1.367e-07 0.00249 CCNA2|890 266 0.3152 1.515e-07 0.00276 YIPF1|54432 266 -0.3151 1.529e-07 0.00278 CCDC149|91050 266 -0.3148 1.566e-07 0.00285 AIDA|64853 266 0.3147 1.58e-07 0.00288 C18ORF1|753 266 0.3146 1.599e-07 0.00291 CIT|11113 266 0.3138 1.732e-07 0.00315 ST6GALNAC1|55808 266 -0.313 1.858e-07 0.00338 SGSH|6448 266 -0.3115 2.143e-07 0.0039 ?|90288 266 -0.311 2.261e-07 0.00411 NRP1|8829 266 0.3094 2.604e-07 0.00474 MCM6|4175 266 0.3079 3.015e-07 0.00549 ST14|6768 266 -0.3073 3.175e-07 0.00578 NPTXR|23467 266 -0.3059 3.611e-07 0.00657 FGF14|2259 266 0.3058 3.639e-07 0.00662 KIF14|9928 264 0.3068 3.69e-07 0.00671 PHGR1|644844 263 -0.3068 3.886e-07 0.00707 CACNG4|27092 266 -0.3049 3.971e-07 0.00722 TSPAN12|23554 266 0.3046 4.072e-07 0.00741 C17ORF76|388341 266 0.304 4.324e-07 0.00787 ABAT|18 266 -0.3037 4.417e-07 0.00803 CCDC99|54908 266 0.3029 4.781e-07 0.0087 CBFA2T3|863 266 -0.3027 4.864e-07 0.00885 CENPF|1063 266 0.3017 5.328e-07 0.00969 CDC42EP5|148170 266 -0.3016 5.359e-07 0.00975 SMPD2|6610 265 -0.302 5.448e-07 0.00991 ASPM|259266 266 0.3014 5.479e-07 0.00996 SLC24A6|80024 266 -0.3007 5.815e-07 0.0106 TSPAN1|10103 266 -0.3004 5.986e-07 0.0109 ACP2|53 266 -0.3003 6.009e-07 0.0109 LPAR2|9170 266 -0.2998 6.289e-07 0.0114 TRPM4|54795 266 -0.2996 6.444e-07 0.0117 THBS2|7058 265 0.2999 6.546e-07 0.0119 TOP2A|7153 266 0.2993 6.585e-07 0.012 YWHAZ|7534 266 0.2992 6.638e-07 0.0121 KIF15|56992 266 0.2991 6.697e-07 0.0122 SYTL1|84958 266 -0.2986 7.007e-07 0.0127 CENPA|1058 265 0.2983 7.547e-07 0.0137 SH3RF2|153769 266 -0.2973 7.862e-07 0.0143 LOC282997|282997 266 -0.2972 7.99e-07 0.0145 COL23A1|91522 266 -0.2971 8.004e-07 0.0145 RAB33B|83452 266 0.297 8.091e-07 0.0147 TPTE2P3|220115 243 -0.3091 8.927e-07 0.0162 DLGAP5|9787 265 0.296 9.29e-07 0.0169 CDC42EP2|10435 266 -0.2954 9.349e-07 0.017 PASK|23178 266 -0.2952 9.509e-07 0.0173 CTHRC1|115908 266 0.2949 9.789e-07 0.0178 TTC12|54970 266 -0.2948 9.881e-07 0.0179 PTPRN2|5799 266 -0.2947 9.894e-07 0.018 ANPEP|290 266 -0.2947 9.905e-07 0.018 PEBP4|157310 266 -0.2945 1.009e-06 0.0183 C15ORF42|90381 266 0.2942 1.039e-06 0.0189 ZNF18|7566 266 -0.2935 1.104e-06 0.02 RAI14|26064 266 0.2927 1.181e-06 0.0214 IL31RA|133396 256 -0.2978 1.22e-06 0.0221 NOX4|50507 266 0.2918 1.286e-06 0.0234 YY1|7528 266 0.2916 1.301e-06 0.0236 C17ORF28|283987 266 -0.2916 1.305e-06 0.0237 PALM2-AKAP2|445815 266 0.2916 1.307e-06 0.0237 MMP26|56547 261 -0.2942 1.309e-06 0.0238 GLB1L3|112937 265 -0.2914 1.395e-06 0.0253 RIT1|6016 266 0.2902 1.468e-06 0.0266 SEPT7|989 266 0.2898 1.525e-06 0.0277 SEC14L5|9717 266 -0.2897 1.536e-06 0.0279 ITGBL1|9358 266 0.2886 1.693e-06 0.0307 PTPN12|5782 266 0.2883 1.745e-06 0.0317 NEK2|4751 265 0.2885 1.783e-06 0.0324 CEP55|55165 266 0.287 1.937e-06 0.0351 BUB1|699 266 0.2868 1.982e-06 0.036 SIAH1|6477 266 0.2867 1.99e-06 0.0361 ZNF197|10168 266 0.2864 2.05e-06 0.0372 FBXL8|55336 266 -0.2858 2.155e-06 0.0391 AKAP5|9495 266 0.2858 2.16e-06 0.0392 DEK|7913 266 0.2855 2.213e-06 0.0401 COMMD2|51122 266 0.2853 2.25e-06 0.0408 FOXN2|3344 266 0.285 2.311e-06 0.0419 C18ORF54|162681 266 0.2849 2.33e-06 0.0423 BTBD11|121551 266 -0.2847 2.373e-06 0.043 C16ORF75|116028 266 0.2839 2.53e-06 0.0459 CENPE|1062 266 0.2838 2.549e-06 0.0462 KIF20A|10112 266 0.2835 2.618e-06 0.0475 SMC4|10051 266 0.2834 2.641e-06 0.0479 FAM95B1|100133036 265 -0.2837 2.68e-06 0.0486 CDC20|991 266 0.2832 2.687e-06 0.0487 WBSCR17|64409 265 -0.2834 2.768e-06 0.0502 LAMB1|3912 266 0.2826 2.822e-06 0.0511 SGSM3|27352 266 -0.2823 2.9e-06 0.0526 PAOX|196743 266 -0.2821 2.943e-06 0.0533 PDIK1L|149420 266 0.282 2.963e-06 0.0537 SLC22A3|6581 265 -0.2823 3.015e-06 0.0546 SPAG6|9576 263 -0.2834 3.015e-06 0.0546 SLC1A5|6510 266 -0.2817 3.048e-06 0.0552 SPDEF|25803 266 -0.2814 3.115e-06 0.0564 DPH1|1801 266 -0.2808 3.286e-06 0.0595 SFRP4|6424 266 0.2801 3.48e-06 0.063 EPS8L1|54869 266 -0.28 3.52e-06 0.0638 NUP107|57122 266 0.2793 3.729e-06 0.0675 GHDC|84514 266 -0.2793 3.73e-06 0.0676 OS9|10956 266 -0.2792 3.752e-06 0.068 VPS39|23339 266 -0.2792 3.754e-06 0.068 SUN2|25777 266 -0.2792 3.761e-06 0.0681 TAF4|6874 266 0.2791 3.772e-06 0.0683 NCAPG|64151 266 0.279 3.834e-06 0.0694 TFF3|7033 266 -0.2785 3.985e-06 0.0722 NR4A1|3164 266 -0.2784 4.006e-06 0.0725 NISCH|11188 266 -0.2784 4.025e-06 0.0729 THTPA|79178 266 -0.2783 4.032e-06 0.073 PDCD4|27250 266 -0.278 4.149e-06 0.0751 SLC38A10|124565 266 -0.278 4.156e-06 0.0752 ANKRD37|353322 266 -0.2779 4.192e-06 0.0759 STMN2|11075 261 0.2804 4.208e-06 0.0762 CHRM1|1128 266 -0.2776 4.289e-06 0.0776 F2R|2149 266 0.2773 4.406e-06 0.0797 NCAPD3|23310 266 -0.2773 4.413e-06 0.0799 ZNF250|58500 266 0.277 4.511e-06 0.0816 SOX11|6664 188 0.3273 4.532e-06 0.082 RNF185|91445 266 -0.2769 4.547e-06 0.0823 PVRL2|5819 266 -0.2767 4.622e-06 0.0836 CD38|952 266 -0.2765 4.678e-06 0.0846 PLXNB2|23654 266 -0.2764 4.738e-06 0.0857 SOCS2|8835 266 -0.2761 4.873e-06 0.0881 XBP1|7494 266 -0.276 4.906e-06 0.0887 PXN|5829 266 -0.2759 4.94e-06 0.0894 KLK3|354 266 -0.2757 5.007e-06 0.0905 PHYHD1|254295 266 -0.2755 5.092e-06 0.0921 SETD8|387893 266 -0.275 5.293e-06 0.0957 EXOC7|23265 266 -0.2748 5.42e-06 0.098 SMPDL3B|27293 266 -0.2744 5.576e-06 0.101 SLC44A1|23446 266 0.2732 6.174e-06 0.112 CAMK2N1|55450 266 0.2731 6.204e-06 0.112 SLC13A3|64849 266 -0.2729 6.317e-06 0.114 KCMF1|56888 266 0.2728 6.371e-06 0.115 RAB22A|57403 266 0.2727 6.399e-06 0.116 STXBP6|29091 266 -0.2727 6.428e-06 0.116 HMG20B|10362 266 -0.2726 6.456e-06 0.117 SLC26A5|375611 262 -0.2746 6.49e-06 0.117 STK3|6788 266 0.2725 6.508e-06 0.118 OSBPL8|114882 266 0.2725 6.534e-06 0.118 SEMA3F|6405 266 -0.2724 6.563e-06 0.119 KIF23|9493 266 0.2724 6.578e-06 0.119 SPAG5|10615 266 0.2722 6.664e-06 0.12 NUSAP1|51203 266 0.2721 6.747e-06 0.122 KHDRBS3|10656 266 0.2718 6.904e-06 0.125 PTK2|5747 266 0.2717 6.973e-06 0.126 LIN9|286826 266 0.2715 7.045e-06 0.127 FAM83D|81610 266 0.2714 7.12e-06 0.129 AURKA|6790 266 0.2714 7.142e-06 0.129 CECR6|27439 266 -0.2713 7.191e-06 0.13 PHF16|9767 266 0.2712 7.222e-06 0.13 FAM72B|653820 266 0.2709 7.415e-06 0.134 POLN|353497 266 -0.2706 7.601e-06 0.137 PPP2R5C|5527 266 0.2705 7.649e-06 0.138 STX6|10228 266 0.2704 7.691e-06 0.139 IVD|3712 266 -0.2703 7.752e-06 0.14 ELAVL4|1996 209 0.3036 7.879e-06 0.142 STMN1|3925 266 0.27 7.975e-06 0.144 UBE2C|11065 266 0.2699 8.017e-06 0.145 LRRC8C|84230 266 0.2698 8.101e-06 0.146 MT1L|4500 266 -0.2698 8.102e-06 0.146 NEIL3|55247 259 0.2732 8.165e-06 0.147 PHLDB3|653583 266 -0.2697 8.187e-06 0.148 DLEU2|8847 266 0.2695 8.292e-06 0.15 TXNDC11|51061 266 -0.2694 8.383e-06 0.151 MT1G|4495 266 -0.2691 8.554e-06 0.154 ST6GALNAC5|81849 266 0.2689 8.678e-06 0.157 CHPF|79586 266 -0.2689 8.724e-06 0.157 GDEP|118425 265 -0.269 8.974e-06 0.162 COMP|1311 266 0.2684 9.049e-06 0.163 LOC81691|81691 266 -0.2684 9.067e-06 0.164 XYLT2|64132 266 -0.2684 9.075e-06 0.164 TPX2|22974 266 0.2683 9.139e-06 0.165 SDF4|51150 266 -0.2683 9.159e-06 0.165 BAIAP2|10458 266 -0.2682 9.197e-06 0.166 MELK|9833 266 0.2682 9.21e-06 0.166 FOXS1|2307 266 0.2682 9.235e-06 0.167 OR51E2|81285 266 -0.2679 9.404e-06 0.17 KIF2C|11004 266 0.2679 9.412e-06 0.17 UBE2W|55284 266 0.2677 9.584e-06 0.173 EDN3|1908 261 -0.2701 9.61e-06 0.173 MATN3|4148 266 0.2676 9.65e-06 0.174 FAM72D|728833 266 0.2675 9.696e-06 0.175 MAP4K4|9448 266 0.2675 9.747e-06 0.176 SNRK|54861 266 0.2674 9.785e-06 0.176 C8ORF38|137682 266 0.267 1.01e-05 0.182 ERP29|10961 266 -0.267 1.012e-05 0.182 SMPD1|6609 266 -0.2668 1.025e-05 0.185 LMNB1|4001 266 0.2667 1.034e-05 0.186 ANKRD24|170961 266 -0.2664 1.064e-05 0.192 TUSC3|7991 266 -0.2664 1.065e-05 0.192 OVGP1|5016 266 -0.2663 1.068e-05 0.192 FAM13C|220965 266 -0.2662 1.076e-05 0.194 RBP7|116362 266 -0.2657 1.12e-05 0.202 AMIGO2|347902 266 0.2656 1.131e-05 0.204 PIGZ|80235 266 -0.2655 1.14e-05 0.205 RACGAP1|29127 266 0.2654 1.147e-05 0.207 CREB3L4|148327 266 -0.2654 1.151e-05 0.207 NFYB|4801 266 0.2653 1.158e-05 0.209 ADPGK|83440 266 -0.2651 1.174e-05 0.211 FRY|10129 266 0.2647 1.212e-05 0.218 SLC22A1|6580 258 -0.2686 1.218e-05 0.219 KCNH6|81033 266 -0.2646 1.223e-05 0.22 KBTBD11|9920 266 -0.2642 1.262e-05 0.227 ACAD8|27034 266 -0.2641 1.269e-05 0.228 C11ORF82|220042 266 0.2636 1.321e-05 0.238 FBXO25|26260 266 -0.2635 1.334e-05 0.24 ECHDC2|55268 266 -0.2634 1.347e-05 0.242 C17ORF101|79701 266 -0.2633 1.355e-05 0.244 ENAH|55740 266 0.2632 1.367e-05 0.246 FAM49B|51571 266 0.263 1.385e-05 0.249 MAP7D2|256714 265 -0.2634 1.391e-05 0.25 P4HB|5034 266 -0.2629 1.394e-05 0.251 C7ORF70|84792 266 0.2629 1.402e-05 0.252 CDON|50937 266 0.2628 1.403e-05 0.253 C16ORF72|29035 266 0.2627 1.417e-05 0.255 C12ORF48|55010 266 0.2625 1.437e-05 0.259 SSTR1|6751 266 0.2622 1.472e-05 0.265 PALM2|114299 266 0.2622 1.473e-05 0.265 HMGB2|3148 266 0.2622 1.474e-05 0.265 C4ORF23|152992 266 -0.2621 1.483e-05 0.267 ARHGAP11A|9824 266 0.2621 1.484e-05 0.267 WBP1|23559 266 -0.262 1.494e-05 0.269 B3GAT1|27087 266 -0.262 1.495e-05 0.269 MYBL2|4605 266 0.262 1.504e-05 0.27 RNF19A|25897 266 0.2616 1.541e-05 0.277 PATL1|219988 266 0.2616 1.546e-05 0.278 RHOT1|55288 266 0.2616 1.552e-05 0.279 KIAA1967|57805 266 -0.2615 1.562e-05 0.281 SPTBN4|57731 266 -0.2614 1.566e-05 0.282 LPPR4|9890 265 0.2619 1.574e-05 0.283 RALA|5898 266 0.2613 1.581e-05 0.284 FRAT1|10023 266 -0.2612 1.595e-05 0.287 CTDP1|9150 266 -0.2612 1.6e-05 0.288 GNMT|27232 265 -0.2616 1.604e-05 0.288 COL5A2|1290 266 0.261 1.617e-05 0.291 CUL4B|8450 266 0.2609 1.633e-05 0.293 ZNF467|168544 266 0.2608 1.651e-05 0.297 HMMR|3161 266 0.2607 1.652e-05 0.297