Name PATHOLOGY.N.STAGE PATHOLOGY.N.STAGE PATHOLOGY.N.STAGE PATHOLOGY.N.STAGE ResultType T(pos if higher in 'class1') ttestP Q AUC PTP4A3 -13.34 1.342e-18 2.64e-14 0.951 THBD -9.69 2.082e-14 4.09e-10 0.7843 MSC -9.59 2.814e-14 5.53e-10 0.8873 C19ORF45 -9.72 2.603e-13 5.11e-09 0.8775 TSFM -9.18 6.296e-13 1.24e-08 0.9853 ZNF90 -9.56 7.995e-13 1.57e-08 0.8529 KLHL3 -8.52 2.716e-12 5.34e-08 0.7696 GRAMD1A -8.28 6.406e-12 1.26e-07 0.7941 CCNJ -8.17 1.174e-11 2.31e-07 0.8137 WDR17 -8.19 1.899e-11 3.73e-07 0.8284 LYPD1 -9.88 2.904e-11 5.7e-07 0.9005 ARHGAP18 -7.92 4.477e-11 8.79e-07 0.8333 TSPAN15 -7.79 4.931e-11 9.69e-07 0.8284 CARD11 -7.75 5.87e-11 1.15e-06 0.7108 ACACA__1 7.78 7.085e-11 1.39e-06 0.8235 TADA2A 7.78 7.085e-11 1.39e-06 0.8235 WBP2 7.76 1.196e-10 2.35e-06 0.8971 CTNND2 -7.56 1.271e-10 2.5e-06 0.8284 NCAM1 -7.51 1.819e-10 3.57e-06 0.9265 ZNF773 -7.45 2.203e-10 4.33e-06 0.8382 NPM1 -7.3 3.927e-10 7.71e-06 0.7255 C4ORF29__1 -7.45 5.809e-10 1.14e-05 0.8725 MFSD8 -7.45 5.809e-10 1.14e-05 0.8725 IFI16 -6.96 1.662e-09 3.26e-05 0.75 LMBR1L -7.32 2.967e-09 5.83e-05 0.8039 CP110 -6.93 3.572e-09 7.01e-05 0.8725 ZNF665 -7.06 4.608e-09 9.05e-05 0.8235 ZC3H4 -6.7 4.771e-09 9.36e-05 0.7157 SARM1 6.73 4.804e-09 9.43e-05 0.7647 MIR15B 7.26 6.178e-09 0.000121 0.75 MIR16-2 7.26 6.178e-09 0.000121 0.75 SMC4 7.26 6.178e-09 0.000121 0.75 RPL14 -6.66 6.197e-09 0.000122 0.7402 C10ORF111 -7.16 6.676e-09 0.000131 0.7843 RPP38 -7.16 6.676e-09 0.000131 0.7843 AMDHD2__1 -7.17 8.526e-09 0.000167 0.7696 ATP6V0C -7.17 8.526e-09 0.000167 0.7696 LHFPL3__1 6.62 9.396e-09 0.000184 0.8088 LOC723809 6.62 9.396e-09 0.000184 0.8088 GRM1 -6.85 1.014e-08 0.000199 0.7794 ABCD4 -6.51 1.355e-08 0.000266 0.8529 ATP5F1__1 -6.44 1.365e-08 0.000268 0.7451 WDR77__1 -6.44 1.365e-08 0.000268 0.7451 HTR1D 6.54 1.367e-08 0.000268 0.7108 CCDC151 6.88 1.779e-08 0.000349 0.7843 ZNF28 -6.35 1.97e-08 0.000386 0.7843 HIST1H2AL 6.52 2.19e-08 0.000429 0.8824 EMB -6.96 2.207e-08 0.000433 0.7745 STMN2 -6.63 2.213e-08 0.000434 0.7402 ST6GAL2 -6.32 2.323e-08 0.000456 0.7941 TRIM59 -6.32 2.356e-08 0.000462 0.7108 COX6B1 -6.35 2.502e-08 0.000491 0.8382 FAM174B -6.28 2.793e-08 0.000548 0.7745 ZNF878 -6.27 2.899e-08 0.000568 0.8824 ZNF671 -6.25 3.127e-08 0.000613 0.8039 C1ORF194 6.47 3.89e-08 0.000762 0.7598 KIAA1324 6.47 3.89e-08 0.000762 0.7598 LOC100130331 -7.6 4.86e-08 0.000952 0.8235 ZNF677 -6.91 5.05e-08 0.00099 0.8284 CDCA7 7.22 5.407e-08 0.00106 0.7696 LIF -6.1 5.547e-08 0.00109 0.7255 CHMP2A__1 6.18 5.557e-08 0.00109 0.7108 UBE2M 6.18 5.557e-08 0.00109 0.7108 PCNXL2 -6.53 6.114e-08 0.0012 0.7562 LOC389332 6.2 6.804e-08 0.00133 0.799 C17ORF80 6.04 7.277e-08 0.00143 0.8137 FAM104A 6.04 7.277e-08 0.00143 0.8137 ZNF625 -6.03 7.814e-08 0.00153 0.8775 TRIOBP -7.45 8.008e-08 0.00157 0.8529 PTN -6.33 9.101e-08 0.00178 0.848 MAZ -5.97 9.215e-08 0.0018 0.6618 HES4 -5.96 1.003e-07 0.00196 0.6961 LPL -5.96 1.033e-07 0.00202 0.6863 RASA3 -6.04 1.178e-07 0.00231 0.9265 COL25A1 -6.45 1.254e-07 0.00246 0.75 PDE8B -5.9 1.282e-07 0.00251 0.8137 OXGR1 -5.88 1.355e-07 0.00265 0.7892 ZNF43 -6.68 1.416e-07 0.00277 0.7794 RGS6 -5.88 1.446e-07 0.00283 0.8284 TBC1D10B -5.9 1.573e-07 0.00308 0.6765 ASTN1 -6.04 1.701e-07 0.00333 0.7108 GOT2 6.73 1.701e-07 0.00333 0.8971 STK11IP -5.97 2.195e-07 0.0043 0.8578 CDH8 -5.76 2.231e-07 0.00437 0.701 COL15A1 -5.73 2.394e-07 0.00469 0.7206 WNT11 -5.83 2.7e-07 0.00528 0.8529 LOC389705 -5.65 3.351e-07 0.00656 0.799 ZNF594 -5.66 3.515e-07 0.00688 0.6961 ZNF853 -5.79 3.736e-07 0.00731 0.8088 FBXO31 -5.59 4.294e-07 0.0084 0.9265 MAP1LC3B -5.59 4.294e-07 0.0084 0.9265 GRIK2 -5.6 4.34e-07 0.00849 0.8235 LOC389634 -5.57 4.562e-07 0.00892 0.8627 HAND2 -5.92 5.01e-07 0.0098 0.7402 NBLA00301 -5.92 5.01e-07 0.0098 0.7402 HDAC7 -5.55 5.315e-07 0.0104 0.7843 TBX18 -5.96 5.746e-07 0.0112 0.7745 ZNF486 -7.89 5.801e-07 0.0113 0.902 RPS2 -7.62 5.875e-07 0.0115 0.8578 SNHG9 -7.62 5.875e-07 0.0115 0.8578 SNORA64 -7.62 5.875e-07 0.0115 0.8578 SNORA78 -7.62 5.875e-07 0.0115 0.8578 SOX11 -5.51 6.235e-07 0.0122 0.8627 ABCA17P -5.48 6.435e-07 0.0126 0.7794 ABCA3 -5.48 6.435e-07 0.0126 0.7794 C3ORF52 -5.53 6.499e-07 0.0127 0.7941 ACPP -5.48 6.541e-07 0.0128 0.701 RPL11 -6.32 6.767e-07 0.0132 0.8235 LUZP2 -5.47 6.806e-07 0.0133 0.799 APOC1P1 -7.48 6.871e-07 0.0134 0.8431 RPSA -5.83 8.097e-07 0.0158 0.8725 SNORA6 -5.83 8.097e-07 0.0158 0.8725 GALNT13 -5.81 9.001e-07 0.0176 0.75 ALDOB 5.87 9.039e-07 0.0177 0.6814 MAGEL2 -5.36 1.053e-06 0.0206 0.701 ZNF35 -5.35 1.071e-06 0.0209 0.6716 DOK5 -5.59 1.16e-06 0.0227 0.8088 LAMA1 -5.34 1.18e-06 0.0231 0.7059 ZNF532 5.96 1.212e-06 0.0237 0.701 CHST11 -5.3 1.396e-06 0.0273 0.6275 RIMKLA -5.3 1.397e-06 0.0273 0.6814 FBXL21 6.28 1.423e-06 0.0278 0.7941 KIAA1324L -5.27 1.497e-06 0.0292 0.6667 SPSB4 -5.27 1.546e-06 0.0302 0.7647 DDT__1 5.93 1.58e-06 0.0309 0.8333 DDTL 5.93 1.58e-06 0.0309 0.8333 LRRC29__1 -6.66 1.602e-06 0.0313 0.8922 TMEM208__1 -6.66 1.602e-06 0.0313 0.8922 C15ORF52 5.32 1.749e-06 0.0342 0.8039 FAM176A -6.29 1.776e-06 0.0347 0.7598 SPG7 -6.01 1.828e-06 0.0357 0.8529 C7ORF46 -5.23 1.847e-06 0.0361 0.75 PLEKHH1 5.91 1.924e-06 0.0376 0.7402 TCF4 -5.21 1.959e-06 0.0382 0.7696 TES -5.2 1.97e-06 0.0385 0.6667 SFRP1 -6.38 1.984e-06 0.0387 0.75 CACNA2D4 -5.19 2.039e-06 0.0398 0.6765 LOC121952 5.58 2.12e-06 0.0414 0.7794 GAB1 5.21 2.183e-06 0.0426 0.848 RALGPS1__1 -5.16 2.253e-06 0.044 0.6716 CSDA -5.16 2.301e-06 0.0449 0.7353 HPSE -5.16 2.334e-06 0.0455 0.6373 STAC -5.21 2.488e-06 0.0485 0.7451