Name PATHOLOGY.T.STAGE PATHOLOGY.T.STAGE PATHOLOGY.T.STAGE PATHOLOGY.T.STAGE ResultType N SpearmanCorr corrP Q CCDC80|151887 234 0.3742 3.447e-09 6.29e-05 SSC5D|284297 234 0.37 5.262e-09 9.6e-05 EFEMP1|2202 234 0.3685 6.151e-09 0.000112 CRISPLD2|83716 234 0.3666 7.452e-09 0.000136 TIMP2|7077 234 0.3665 7.535e-09 0.000137 IGF1|3479 234 0.3647 9.041e-09 0.000165 P4HA3|283208 234 0.361 1.304e-08 0.000238 ITGBL1|9358 234 0.3606 1.35e-08 0.000246 CTHRC1|115908 234 0.3604 1.379e-08 0.000252 TPST1|8460 234 0.3577 1.807e-08 0.00033 VCAN|1462 234 0.3568 1.979e-08 0.000361 SFRP4|6424 227 0.36 2.379e-08 0.000434 GLI2|2736 232 0.3532 3.212e-08 0.000586 KLF9|687 234 0.3495 3.985e-08 0.000727 LRIG1|26018 234 0.3486 4.33e-08 0.00079 SGIP1|84251 234 0.3483 4.473e-08 0.000815 GLIS3|169792 234 0.3464 5.33e-08 0.000972 CDH11|1009 234 0.3458 5.629e-08 0.00103 SFRP2|6423 228 0.3493 6.067e-08 0.00111 BOC|91653 234 0.3449 6.15e-08 0.00112 COL6A3|1293 234 0.3437 6.847e-08 0.00125 FIBIN|387758 231 0.3427 9.172e-08 0.00167 BNC2|54796 234 0.3397 9.932e-08 0.00181 GEM|2669 234 0.3395 1.016e-07 0.00185 ITGA11|22801 234 0.3395 1.016e-07 0.00185 LUM|4060 234 0.339 1.059e-07 0.00193 DCN|1634 234 0.3389 1.074e-07 0.00196 KIAA1755|85449 230 0.3403 1.208e-07 0.0022 GAS1|2619 234 0.3369 1.278e-07 0.00233 FGF7|2252 234 0.3368 1.291e-07 0.00235 RGS2|5997 234 0.3367 1.306e-07 0.00238 SGCD|6444 230 0.3395 1.307e-07 0.00238 ISLR|3671 234 0.3366 1.322e-07 0.00241 AEBP1|165 234 0.336 1.396e-07 0.00254 CYR61|3491 234 0.335 1.528e-07 0.00278 FBN1|2200 234 0.3347 1.562e-07 0.00284 RRAGD|58528 234 0.3346 1.577e-07 0.00287 PCSK5|5125 233 0.3346 1.675e-07 0.00305 COL10A1|1300 227 0.3361 2.134e-07 0.00389 SLC46A3|283537 234 0.3299 2.411e-07 0.00439 PTPRD|5789 229 0.3331 2.454e-07 0.00447 ALDH1L2|160428 234 0.3297 2.46e-07 0.00448 FGF14|2259 232 0.3305 2.567e-07 0.00467 GFPT2|9945 234 0.3285 2.717e-07 0.00495 GAS7|8522 234 0.3281 2.811e-07 0.00512 GSTM5|2949 229 0.3308 2.991e-07 0.00544 RUNX1T1|862 216 0.3392 3.237e-07 0.00589 TGFB3|7043 234 0.3259 3.427e-07 0.00624 WISP1|8840 233 0.3264 3.477e-07 0.00633 POSTN|10631 234 0.3247 3.812e-07 0.00694 CALD1|800 234 0.3246 3.847e-07 0.007 GADD45B|4616 234 0.3242 3.963e-07 0.00721 HSD17B6|8630 234 0.3236 4.186e-07 0.00762 SULF1|23213 234 0.3231 4.365e-07 0.00794 MXRA8|54587 234 0.3224 4.646e-07 0.00845 SLC16A2|6567 234 0.3222 4.737e-07 0.00862 PIP4K2A|5305 234 0.3211 5.181e-07 0.00942 TPP1|1200 234 0.3211 5.183e-07 0.00943 HGF|3082 229 0.3239 5.413e-07 0.00985 PXDN|7837 234 0.3204 5.53e-07 0.0101 PALLD|23022 234 0.3203 5.56e-07 0.0101 CSDC2|27254 229 0.3221 6.302e-07 0.0115 SPON1|10418 234 0.3188 6.324e-07 0.0115 LRRN2|10446 228 0.3221 6.685e-07 0.0122 FNDC1|84624 228 0.3218 6.88e-07 0.0125 STEAP4|79689 234 0.3178 6.901e-07 0.0125 FMOD|2331 234 0.3176 7.002e-07 0.0127 TMEM90B|79953 227 0.3221 7.072e-07 0.0129 ADAMTS16|170690 222 0.3254 7.187e-07 0.0131 CTGF|1490 234 0.3169 7.439e-07 0.0135 CNN3|1266 234 0.3168 7.497e-07 0.0136 DIO2|1734 234 0.3165 7.675e-07 0.0139 ISLR2|57611 232 0.3177 7.736e-07 0.0141 DACT1|51339 234 0.3145 9.089e-07 0.0165 C13ORF18|80183 232 0.315 9.698e-07 0.0176 ZNF521|25925 234 0.3135 9.907e-07 0.018 EYA4|2070 228 0.3171 1.012e-06 0.0184 PDLIM3|27295 234 0.3129 1.036e-06 0.0188 COL6A2|1292 234 0.3127 1.059e-06 0.0192 ASPN|54829 234 0.3121 1.114e-06 0.0202 FAM20C|56975 234 0.3119 1.128e-06 0.0205 EMILIN1|11117 234 0.3116 1.161e-06 0.0211 LOC399959|399959 234 0.3114 1.178e-06 0.0214 GLT8D2|83468 234 0.3101 1.315e-06 0.0239 COL5A1|1289 234 0.3099 1.328e-06 0.0241 MSRB3|253827 234 0.3099 1.331e-06 0.0242 COL1A1|1277 234 0.3097 1.35e-06 0.0245 EGR3|1960 234 0.3095 1.383e-06 0.0251 EGR2|1959 234 0.3091 1.421e-06 0.0258 LMCD1|29995 234 0.3089 1.45e-06 0.0263 CPXM1|56265 234 0.3089 1.451e-06 0.0263 CTSK|1513 234 0.3087 1.47e-06 0.0267 FAP|2191 234 0.3083 1.52e-06 0.0276 EMP1|2012 234 0.3082 1.535e-06 0.0279 WNT2|7472 234 0.3081 1.548e-06 0.0281 DNAJB9|4189 234 0.3077 1.601e-06 0.0291 GATA6|2627 234 0.3076 1.615e-06 0.0293 COL3A1|1281 234 0.3074 1.636e-06 0.0297 LIPA|3988 234 0.3073 1.651e-06 0.03 PDGFRA|5156 234 0.3072 1.662e-06 0.0302 NEGR1|257194 234 0.3071 1.684e-06 0.0306 NTM|50863 234 0.3068 1.719e-06 0.0312 PODN|127435 234 0.3059 1.854e-06 0.0336 ANTXR1|84168 234 0.3055 1.91e-06 0.0347 FXYD6|53826 234 0.3055 1.916e-06 0.0348 COL14A1|7373 234 0.3053 1.943e-06 0.0353 GLIS1|148979 228 0.3091 1.953e-06 0.0354 TNFAIP8L3|388121 234 0.3051 1.967e-06 0.0357 COPZ2|51226 234 0.3051 1.975e-06 0.0358 GPC6|10082 234 0.305 1.992e-06 0.0361 FGF2|2247 234 0.3048 2.017e-06 0.0366 SCARF2|91179 234 0.3046 2.051e-06 0.0372 HEPH|9843 234 0.3036 2.235e-06 0.0405 GREM1|26585 230 0.3061 2.238e-06 0.0406 PRRX1|5396 234 0.3035 2.247e-06 0.0407 PDGFRB|5159 234 0.3034 2.268e-06 0.0411 CLIC4|25932 234 0.3028 2.371e-06 0.043 PRRX2|51450 234 0.3024 2.458e-06 0.0446 PTGER2|5732 234 0.3019 2.548e-06 0.0462 DIXDC1|85458 234 0.3019 2.557e-06 0.0464 SLC2A3|6515 234 0.3018 2.57e-06 0.0466 ITPRIP|85450 234 0.3017 2.597e-06 0.0471 CYP1B1|1545 233 0.3017 2.727e-06 0.0494 ZEB1|6935 234 0.3008 2.783e-06 0.0504 TNFSF4|7292 234 0.2996 3.061e-06 0.0555 RGS4|5999 233 0.3001 3.109e-06 0.0563 LGI2|55203 234 0.2993 3.14e-06 0.0569 COL8A1|1295 234 0.2988 3.269e-06 0.0592 LDHB|3945 234 -0.2988 3.273e-06 0.0593 RCAN1|1827 234 0.2987 3.308e-06 0.0599 RCN3|57333 234 0.2983 3.394e-06 0.0615 COL16A1|1307 234 0.2979 3.522e-06 0.0638 OLFML1|283298 234 0.2979 3.523e-06 0.0638 COL8A2|1296 234 0.2977 3.576e-06 0.0648 KCNJ8|3764 234 0.2972 3.714e-06 0.0673 MGP|4256 234 0.2971 3.744e-06 0.0678 ST3GAL6|10402 234 0.2969 3.815e-06 0.0691 HTRA3|94031 234 0.2967 3.85e-06 0.0697 COL1A2|1278 234 0.2966 3.89e-06 0.0704 ZBTB9|221504 234 -0.2966 3.9e-06 0.0706 MFAP5|8076 224 0.3024 4.033e-06 0.073 VASN|114990 234 0.296 4.082e-06 0.0739 MYADM|91663 234 0.2959 4.125e-06 0.0747 COLEC12|81035 233 0.2959 4.317e-06 0.0782 TAGLN|6876 234 0.2951 4.37e-06 0.0791 BGN|633 234 0.2951 4.386e-06 0.0794 TCEAL7|56849 234 0.2943 4.653e-06 0.0842 FSTL1|11167 234 0.2937 4.878e-06 0.0883 FGFR1|2260 234 0.2936 4.912e-06 0.0889 F13A1|2162 234 0.2927 5.269e-06 0.0954 COMP|1311 232 0.2937 5.37e-06 0.0972 ECM2|1842 234 0.2923 5.458e-06 0.0988 LOX|4015 234 0.2923 5.459e-06 0.0988 RAB23|51715 234 0.2922 5.494e-06 0.0994 NID2|22795 234 0.292 5.551e-06 0.1 CRYAB|1410 234 0.2915 5.781e-06 0.105 MYLK|4638 234 0.2914 5.85e-06 0.106 KCNE4|23704 234 0.2907 6.172e-06 0.112 LAMA2|3908 234 0.2905 6.264e-06 0.113 RADIL|55698 232 0.2915 6.333e-06 0.115 VCAM1|7412 234 0.2902 6.406e-06 0.116 TMEM119|338773 234 0.2902 6.418e-06 0.116 PCOLCE|5118 234 0.29 6.508e-06 0.118 SGMS2|166929 234 0.2899 6.544e-06 0.118 MSC|9242 234 0.2899 6.546e-06 0.118 ATP10A|57194 234 0.2898 6.613e-06 0.12 IL10|3586 226 0.2945 6.699e-06 0.121 MOXD1|26002 234 0.2894 6.808e-06 0.123 RARRES2|5919 234 0.2885 7.289e-06 0.132 NUPR1|26471 234 0.2884 7.333e-06 0.133 UNC5C|8633 222 0.2957 7.412e-06 0.134 SFRP1|6422 232 0.2891 7.598e-06 0.137 CLSTN2|64084 230 0.2899 7.835e-06 0.142 LRRC15|131578 229 0.2904 7.919e-06 0.143 DPT|1805 225 0.2927 8.022e-06 0.145 RGS1|5996 234 0.2868 8.277e-06 0.15 CH25H|9023 233 0.2871 8.474e-06 0.153 PRICKLE1|144165 234 0.286 8.786e-06 0.159 TSPAN2|10100 234 0.2858 8.953e-06 0.162 ARL4C|10123 234 0.2853 9.245e-06 0.167 CYBRD1|79901 234 0.2847 9.68e-06 0.175 LY96|23643 234 0.2846 9.76e-06 0.176 TWIST1|7291 234 0.2845 9.822e-06 0.177 BACE1|23621 234 0.284 1.026e-05 0.185 PODNL1|79883 234 0.2837 1.045e-05 0.189 COL6A1|1291 234 0.2833 1.074e-05 0.194 NUCB2|4925 234 0.2824 1.149e-05 0.208 SNED1|25992 234 0.2819 1.197e-05 0.216 TPM1|7168 234 0.2817 1.213e-05 0.219 IGFBP5|3488 234 0.2814 1.239e-05 0.224 GXYLT2|727936 224 0.2866 1.319e-05 0.238 C13ORF33|84935 234 0.2801 1.364e-05 0.246 KIAA1462|57608 234 0.2799 1.39e-05 0.251 PTGIS|5740 234 0.2798 1.397e-05 0.252 PID1|55022 234 0.2798 1.398e-05 0.252 WNT2B|7482 233 0.2803 1.408e-05 0.254 CSMD2|114784 234 0.2796 1.419e-05 0.256 TWIST2|117581 224 0.2853 1.452e-05 0.262 HYAL1|3373 234 0.2792 1.457e-05 0.263 NAP1L3|4675 232 0.2804 1.457e-05 0.263 PLN|5350 233 0.2795 1.491e-05 0.269 C7ORF10|79783 230 0.2811 1.509e-05 0.272 DPYSL3|1809 234 0.2785 1.534e-05 0.277 COL11A1|1301 230 0.2808 1.538e-05 0.277 ZNF469|84627 234 0.2784 1.548e-05 0.279 ADAMTS10|81794 234 0.2782 1.572e-05 0.284 ADPRH|141 234 0.2782 1.573e-05 0.284 SPON2|10417 234 0.278 1.59e-05 0.287 MMD|23531 234 0.2778 1.624e-05 0.293