Name PATHOLOGY.N.STAGE PATHOLOGY.N.STAGE PATHOLOGY.N.STAGE PATHOLOGY.N.STAGE ResultType T(pos if higher in 'class1') ttestP Q AUC UBIAD1 -11.9 1.001e-13 1.77e-09 1 FAM64A 11.15 4.121e-13 7.3e-09 0.9714 M6PRBP1 12.29 5.831e-13 1.03e-08 1 ACTL6B 10.94 1.665e-12 2.95e-08 0.9714 PIK3C3 -12.6 8.97e-12 1.59e-07 1 SEMA3B 9.87 1.045e-11 1.85e-07 0.9238 SOAT2 15.76 1.32e-11 2.34e-07 1 FCHO1 9.48 2.586e-11 4.58e-07 0.9429 PSMA7 9.41 3.234e-11 5.73e-07 0.9619 ADSL -10.42 4.212e-11 7.46e-07 0.9714 EXO1 9.26 6.195e-11 1.1e-06 0.8952 CCNB1IP1 -9.12 8.518e-11 1.51e-06 0.9429 C18ORF12 9.33 1.995e-10 3.53e-06 0.9333 MTF2 8.96 2.443e-10 4.33e-06 0.9429 L2HGDH -9.49 2.538e-10 4.49e-06 0.9714 LAMB3 8.68 2.573e-10 4.55e-06 0.8667 CIB3 -8.45 5.218e-10 9.24e-06 0.9714 MAPK7 8.47 5.708e-10 1.01e-05 0.9333 SLC44A1 -8.52 5.849e-10 1.04e-05 0.9143 CDC20 11.14 6.746e-10 1.19e-05 0.9714 TSPAN7 -8.37 7.071e-10 1.25e-05 0.9429 RARS2 -8.27 8.297e-10 1.47e-05 0.8952 HSD17B7P2 -8.88 9.144e-10 1.62e-05 0.9714 PCOLCE 8.24 9.527e-10 1.69e-05 0.9143 PIN4 -8.55 1.091e-09 1.93e-05 0.9524 ENAH 7.94 2.046e-09 3.62e-05 0.9143 DGKG 7.94 2.322e-09 4.11e-05 0.9143 TOMM22 -7.82 3.837e-09 6.79e-05 0.9429 GRAP2 -8.72 3.84e-09 6.79e-05 0.9429 DKFZP451M2119 -7.71 4.181e-09 7.39e-05 0.9429 MIER2 7.65 4.779e-09 8.45e-05 0.9524 CENPF 12.17 5.855e-09 0.000104 0.981 OSBPL1A -7.57 7.206e-09 0.000127 0.9143 FAM43B 8.22 7.26e-09 0.000128 0.9143 C6ORF162 -7.91 7.56e-09 0.000134 0.981 C1QTNF2 7.45 8.799e-09 0.000156 0.8476 TNC 7.42 1.079e-08 0.000191 0.9048 HILS1 9.37 1.118e-08 0.000198 0.9429 NCOR2 8.58 1.371e-08 0.000242 1 NTN4 -8.25 1.533e-08 0.000271 0.9143 CINP -10.54 1.921e-08 0.00034 0.9905 LOC388284 -7.2 2.047e-08 0.000362 0.8857 CNN1 8.42 2.09e-08 0.000369 0.9143 STX7 -7.09 2.552e-08 0.000451 0.8857 SYN2 -7.15 2.702e-08 0.000477 0.8571 CHD3 7.81 2.79e-08 0.000493 0.8762 GGTLA1 7.39 2.811e-08 0.000497 0.8857 BCKDHB -7.15 3.439e-08 0.000608 0.9619 PEX3 -8.06 3.722e-08 0.000658 0.9714 MRGPRF 8.38 4.172e-08 0.000737 0.9333 HBD -8.19 4.341e-08 0.000767 0.9429 E2F3 8.29 4.829e-08 0.000853 0.9333 CCDC74B 7.11 4.925e-08 0.00087 0.9619 ACSL1 -7.56 5.572e-08 0.000984 0.9048 KIAA1704 -10.23 5.576e-08 0.000985 0.9905 LEPROTL1 -8.62 5.776e-08 0.00102 0.9333 FN3KRP -6.76 7.328e-08 0.00129 0.8857 B3GNT3 6.72 8.023e-08 0.00142 0.8571 TRIO 7.01 1.044e-07 0.00184 0.9238 FLJ40869 15.45 1.122e-07 0.00198 1 SLC6A3 -6.59 1.232e-07 0.00218 0.7905 ADAMTS7 6.98 1.274e-07 0.00225 0.8571 BRD7 -6.77 1.323e-07 0.00233 0.9524 BCL2L2 -7.22 1.337e-07 0.00236 0.8762 COQ10B -8.45 1.557e-07 0.00275 0.9333 KLRC2 6.49 2.063e-07 0.00364 0.8095 F11 -6.42 2.325e-07 0.0041 0.9714 EEF1A1 -12.4 2.8e-07 0.00494 1 SS18 -6.33 2.891e-07 0.0051 0.8762 STK32B -7.04 3.039e-07 0.00536 0.8952 COMMD3 -6.5 3.046e-07 0.00537 0.8762 GTF2A1L 6.22 5.726e-07 0.0101 0.8857 ESPL1 9.25 6.277e-07 0.0111 0.981 TNFSF14 8.79 7.22e-07 0.0127 0.9524 NOTCH2NL 6.52 7.877e-07 0.0139 0.8762 KRT4 6.2 8.138e-07 0.0144 0.8857 FAM107A -7.8 8.66e-07 0.0153 0.9333 LOC222699 6.09 9.124e-07 0.0161 0.8667 SLC26A3 -6.09 9.345e-07 0.0165 0.819 MGC16384 5.92 9.355e-07 0.0165 0.9048 SR140 5.87 1.133e-06 0.02 0.8857 HIVEP3 8.88 1.362e-06 0.024 0.9524 MGC14327 -10.24 1.479e-06 0.0261 1 GRB2 8.65 1.534e-06 0.027 0.9333 DIP2B 9.7 1.66e-06 0.0293 1 SNAPC1 -6.23 1.792e-06 0.0316 0.8667 MEG3 7.62 1.8e-06 0.0317 0.9524 ULK1 9.21 1.817e-06 0.032 0.9429 C18ORF19 -6.81 1.862e-06 0.0328 0.9429 TH 7.04 1.914e-06 0.0337 0.9429 CD82 6.74 2.362e-06 0.0416 0.8857 GAPDHS 5.71 2.397e-06 0.0422 0.8762 SDAD1 7.82 2.404e-06 0.0424 0.9429 STEAP3 6.34 2.452e-06 0.0432 0.8857