Name	PATHOLOGY.N.STAGE	PATHOLOGY.N.STAGE	PATHOLOGY.N.STAGE	PATHOLOGY.N.STAGE
ResultType	T(pos if higher in 'class1')	ttestP	Q	AUC
MSC	-11.95	2.142e-20	4.18e-16	0.9109
PTP4A3	-16.66	2.228e-20	4.35e-16	0.9604
FAM157A	-15.47	4.439e-19	8.66e-15	0.9538
GRAMD1A	-10.43	9.053e-18	1.77e-13	0.8086
THBD	-11	1.882e-17	3.67e-13	0.8218
TSPAN15	-10.22	3.229e-17	6.3e-13	0.8647
PCDHGA1__14	-10.04	6.598e-17	1.29e-12	0.8647
PCDHGA2__14	-10.04	6.598e-17	1.29e-12	0.8647
PCDHGA3__12	-10.04	6.598e-17	1.29e-12	0.8647
PCDHGA4__11	-10.04	6.598e-17	1.29e-12	0.8647
PCDHGB1__12	-10.04	6.598e-17	1.29e-12	0.8647
PCDHGB2__11	-10.04	6.598e-17	1.29e-12	0.8647
KLHL3	-9.71	4.101e-16	8e-12	0.7888
CCNJ	-9.81	2.17e-15	4.23e-11	0.8383
ZFP36	-9.31	2.928e-15	5.71e-11	0.8317
CXCL14	-8.97	1.557e-14	3.04e-10	0.8878
CARD11	-8.97	1.558e-14	3.04e-10	0.7327
ZNF773	-8.96	1.639e-14	3.2e-10	0.8383
WBP2	9.62	1.983e-14	3.86e-10	0.8911
NPM1	-9.01	2.249e-14	4.38e-10	0.736
ARHGAP18	-9.54	2.923e-14	5.7e-10	0.8119
RPL14	-9.04	9.619e-14	1.87e-09	0.7723
C19ORF44__1	9.37	1.329e-13	2.59e-09	0.8185
CHERP	9.37	1.329e-13	2.59e-09	0.8185
ZNF8	-8.55	4.315e-13	8.41e-09	0.7756
TRIM59	-8.32	4.467e-13	8.7e-09	0.769
ZC3H4	-8.28	5.078e-13	9.9e-09	0.703
ZNF90	-10.28	7.893e-13	1.54e-08	0.8482
DCLRE1C	-7.86	4.247e-12	8.27e-08	0.7855
MAZ	-7.85	5.19e-12	1.01e-07	0.6733
ZNF878	-7.73	7.846e-12	1.53e-07	0.8944
EIF5A2	-7.68	1.261e-11	2.46e-07	0.7591
C2CD4A	-7.62	1.62e-11	3.16e-07	0.5875
LHFPL3	8.13	1.684e-11	3.28e-07	0.8416
LOC723809	8.13	1.684e-11	3.28e-07	0.8416
IFI16	-7.7	1.781e-11	3.47e-07	0.7789
AFARP1	7.5	2.541e-11	4.95e-07	0.7723
SLC16A1__1	7.5	2.541e-11	4.95e-07	0.7723
CTNND2	-8.25	3.688e-11	7.18e-07	0.8548
ZNF28	-7.37	4.71e-11	9.17e-07	0.802
CACNG1	7.39	4.774e-11	9.3e-07	0.7558
LIF	-7.42	4.902e-11	9.55e-07	0.7129
ZNF625	-7.35	5.129e-11	9.99e-07	0.7855
LYPD1	-12.49	5.442e-11	1.06e-06	0.9067
FAM174B	-7.33	5.743e-11	1.12e-06	0.769
FLJ35024__1	-7.74	7.337e-11	1.43e-06	0.7987
VLDLR	-7.74	7.337e-11	1.43e-06	0.7987
C1ORF194	8.74	9.314e-11	1.81e-06	0.7822
KIAA1324	8.74	9.314e-11	1.81e-06	0.7822
HES4	-7.12	1.57e-10	3.06e-06	0.7228
FAM155A	-7.07	1.968e-10	3.83e-06	0.8218
MYOZ3	7.47	3.051e-10	5.94e-06	0.736
PLK5P	-6.98	3.101e-10	6.03e-06	0.7228
SLC7A5P2	11.62	3.281e-10	6.38e-06	0.8878
ZNF519	-7.15	3.574e-10	6.95e-06	0.7723
C12ORF49	-7.35	3.697e-10	7.19e-06	0.7855
RNFT2	-7.35	3.697e-10	7.19e-06	0.7855
RGS6	-6.93	4.043e-10	7.87e-06	0.769
HDAC7	-6.92	4.358e-10	8.48e-06	0.769
LOC100130331	-8.29	4.422e-10	8.6e-06	0.7756
ZNF671	-6.91	4.477e-10	8.71e-06	0.769
TEAD4	-6.91	4.5e-10	8.75e-06	0.6502
LOC389705	-6.85	5.721e-10	1.11e-05	0.7789
ZNF492	-7.98	8.119e-10	1.58e-05	0.8482
KCNQ3	-7.12	8.906e-10	1.73e-05	0.8086
ZNF665	-8.22	9.354e-10	1.82e-05	0.8317
CHMP2A__1	7.24	9.675e-10	1.88e-05	0.7327
UBE2M	7.24	9.675e-10	1.88e-05	0.7327
TBC1D10B	-6.99	1.016e-09	1.98e-05	0.6832
C17ORF102	-6.73	1.185e-09	2.3e-05	0.7888
TMEM132E	-6.73	1.185e-09	2.3e-05	0.7888
ABCA17P	-6.74	1.238e-09	2.41e-05	0.802
ABCA3	-6.74	1.238e-09	2.41e-05	0.802
C10ORF111	-8.33	1.298e-09	2.52e-05	0.7855
RPP38	-8.33	1.298e-09	2.52e-05	0.7855
STK11IP	-7.75	1.576e-09	3.06e-05	0.8944
LHFPL4	-6.78	1.857e-09	3.61e-05	0.7261
ACACA__1	6.81	1.875e-09	3.64e-05	0.7426
TADA2A	6.81	1.875e-09	3.64e-05	0.7426
LOC389634	-6.58	2.162e-09	4.2e-05	0.8581
FBXO31__1	-6.61	2.189e-09	4.25e-05	0.9175
MAP1LC3B	-6.61	2.189e-09	4.25e-05	0.9175
RASA3	-7.09	2.955e-09	5.74e-05	0.9307
RBM25	-6.8	3.443e-09	6.69e-05	0.7855
RIMKLA	-6.45	3.977e-09	7.73e-05	0.6964
CHST11	-6.56	4.198e-09	8.16e-05	0.6403
C3ORF52	-6.71	4.379e-09	8.51e-05	0.7888
GRM1	-7.44	4.834e-09	9.39e-05	0.7987
D4S234E	-6.39	5.032e-09	9.77e-05	0.6964
SLC22A1	7.5	5.231e-09	0.000102	0.8218
C11ORF70	-7.81	5.244e-09	0.000102	0.7525
MIR15B	8.53	5.264e-09	0.000102	0.8119
MIR16-2	8.53	5.264e-09	0.000102	0.8119
SMC4	8.53	5.264e-09	0.000102	0.8119
DNAJC11	6.39	5.772e-09	0.000112	0.7195
THAP3	6.39	5.772e-09	0.000112	0.7195
C15ORF52	6.92	6.323e-09	0.000123	0.8317
CA8	-6.32	7.284e-09	0.000141	0.6931
SCIN	-6.31	7.32e-09	0.000142	0.8845
CCDC151	8.02	7.343e-09	0.000143	0.7822
SOX11	-6.3	7.878e-09	0.000153	0.8713
FAM24B	-6.29	8.35e-09	0.000162	0.8218
LOC399815	-6.29	8.35e-09	0.000162	0.8218
COL25A1	-7.88	9.782e-09	0.00019	0.8383
ZNF35	-6.29	1.055e-08	0.000205	0.7129
ITM2C	-6.21	1.191e-08	0.000231	0.8515
LOC147804__1	-6.21	1.304e-08	0.000253	0.8218
ZNF761__1	-6.21	1.304e-08	0.000253	0.8218
ZNF594	-6.32	1.373e-08	0.000267	0.6832
GRIK2	-6.33	1.409e-08	0.000273	0.8086
TES	-6.18	1.416e-08	0.000275	0.6865
ZNF853	-6.82	1.541e-08	0.000299	0.8086
GOT2	8.22	1.547e-08	3e-04	0.9076
TRIM11	-6.21	1.561e-08	0.000303	0.6865
MEX3B	-6.24	1.678e-08	0.000325	0.7789
ACPP	-6.13	1.706e-08	0.000331	0.6832
RALGPS1__1	-6.13	1.808e-08	0.000351	0.6535
C1ORF103	-6.53	1.829e-08	0.000355	0.8878
LUZP2	-6.2	1.842e-08	0.000357	0.8152
HPSE	-6.11	1.86e-08	0.000361	0.6106
CCHCR1	6.31	2.145e-08	0.000416	0.8053
IQSEC3	-6.08	2.189e-08	0.000424	0.6865
PCNXL2	-6.07	2.26e-08	0.000438	0.7492
MMP16	-6.24	2.358e-08	0.000457	0.571
HAVCR1	6.04	2.587e-08	0.000502	0.8911
MAGEL2	-6.04	2.624e-08	0.000509	0.6865
EMB	-7.55	2.705e-08	0.000524	0.7492
LOC728606	6.02	2.815e-08	0.000546	0.7789
DUSP8	-6.09	2.844e-08	0.000551	0.7657
HCCA2__5	-6.09	2.844e-08	0.000551	0.7657
LOC338651__3	-6.09	2.844e-08	0.000551	0.7657
COL4A3	-6.02	2.854e-08	0.000553	0.7789
COL4A4	-6.02	2.854e-08	0.000553	0.7789
INPP4B	-6.01	3.004e-08	0.000582	0.8713
SUV420H2	-6.12	3.02e-08	0.000585	0.7261
ST6GAL2	-6.01	3.087e-08	0.000598	0.7459
LGALS1	-6.49	3.606e-08	0.000699	0.7063
COL9A3	8.34	3.692e-08	0.000715	0.9406
PRKCQ	-6.05	3.83e-08	0.000742	0.7228
LAMA1	-5.94	4.054e-08	0.000785	0.7162
CMKLR1	-5.99	4.126e-08	0.000799	0.6271
SPCS2	-6.22	4.759e-08	0.000922	0.7723
XRRA1	-6.22	4.759e-08	0.000922	0.7723
CDCA7	8.76	5.133e-08	0.000994	0.7921
AGBL4	-5.89	5.155e-08	0.000998	0.5743
BEND5	-5.89	5.155e-08	0.000998	0.5743
HIST1H2AK	-5.88	5.574e-08	0.00108	0.901
HIST1H2BN	-5.88	5.574e-08	0.00108	0.901
LOC147804	-5.87	5.625e-08	0.00109	0.8185
ZNF761	-5.87	5.625e-08	0.00109	0.8185
AKT3	5.9	5.859e-08	0.00113	0.6238
SDCCAG8__1	5.9	5.859e-08	0.00113	0.6238
ZDHHC13	-5.84	6.728e-08	0.0013	0.8152
ASTN1	-6.61	7.527e-08	0.00146	0.7228
RYR2	-5.8	7.578e-08	0.00147	0.901
ZNF415	-8.02	7.615e-08	0.00147	0.8812
SLC22A12	5.88	7.834e-08	0.00152	0.6799
C1ORF107	-5.82	7.846e-08	0.00152	0.9505
ZNF677	-7.55	8.07e-08	0.00156	0.8515
FAM190A	-6.18	8.174e-08	0.00158	0.7426
GOLGA1	6.16	9.914e-08	0.00192	0.8746
FMN2	-5.74	1.031e-07	0.002	0.8317
CCDC112	-5.71	1.118e-07	0.00216	0.703
CACNA2D4	-5.67	1.357e-07	0.00263	0.6304
NCAM1	-5.66	1.389e-07	0.00269	0.8647
ADAMTS18	-5.73	1.447e-07	0.0028	0.6733
FAM181B	-6.2	1.644e-07	0.00318	0.7162
C1ORF150	-6.38	1.72e-07	0.00333	0.8482
ARNT2	-5.59	1.925e-07	0.00372	0.5248
FOXF2	-5.59	1.936e-07	0.00375	0.8053
FZD7	-5.57	2.1e-07	0.00406	0.637
OR2A1	5.55	2.229e-07	0.00431	0.8383
OR2A42	5.55	2.229e-07	0.00431	0.8383
ADAM23	-5.53	2.483e-07	0.0048	0.8251
ZNF43	-7.28	2.531e-07	0.00489	0.7789
SLC3A1	5.66	2.785e-07	0.00539	0.736
PSORS1C1__1	-7.07	2.843e-07	0.0055	0.7261
HCN2	-5.76	2.964e-07	0.00573	0.67
TIA1	-6.44	2.968e-07	0.00574	0.7624
FBXL21	8.34	3.355e-07	0.00649	0.8284
CRB2	5.49	3.494e-07	0.00675	0.6634
CRLS1	5.68	3.497e-07	0.00676	0.7756
NPAS4	-5.84	3.625e-07	0.00701	0.67
SLC3A2__1	-5.5	3.729e-07	0.00721	0.8185
SNHG1	-5.5	3.729e-07	0.00721	0.8185
SNORD28	-5.5	3.729e-07	0.00721	0.8185
SNORD29	-5.5	3.729e-07	0.00721	0.8185
SNORD30	-5.5	3.729e-07	0.00721	0.8185
SNORD31	-5.5	3.729e-07	0.00721	0.8185
HAGH	6.22	3.765e-07	0.00728	0.835
LRP2BP	5.43	3.87e-07	0.00748	0.6865
ROR2	-5.43	3.897e-07	0.00753	0.769
C13ORF18	-5.43	3.956e-07	0.00764	0.8614
KIAA0114	-5.42	3.979e-07	0.00769	0.5545
SNORA26	-5.42	3.979e-07	0.00769	0.5545
XYLT1	-5.42	4.053e-07	0.00783	0.8416
GCA	-5.46	4.153e-07	0.00802	0.6634
SIGLEC14	-5.67	4.266e-07	0.00824	0.6799
RTN1	-6.03	4.343e-07	0.00839	0.6535
RPSA	-6.47	4.753e-07	0.00918	0.8317
SNORA6	-6.47	4.753e-07	0.00918	0.8317
CLLU1__1	5.53	4.828e-07	0.00932	0.6931
CLLU1OS__1	5.53	4.828e-07	0.00932	0.6931
CCDC116	5.37	4.961e-07	0.00958	0.8713
HNRNPUL2__1	-6.68	5.147e-07	0.00994	0.8152
TTC9C__1	-6.68	5.147e-07	0.00994	0.8152
OCA2	5.36	5.249e-07	0.0101	0.7789
FZD2	-5.36	5.263e-07	0.0102	0.8251
STAC	-5.69	5.337e-07	0.0103	0.7459
REM1	-5.39	5.411e-07	0.0104	0.5809
AMPH	-5.34	5.877e-07	0.0113	0.8911
GRID1	-5.36	6.053e-07	0.0117	0.7228
MAB21L1	-5.33	6.083e-07	0.0117	0.6271
MIR548F5	-5.33	6.083e-07	0.0117	0.6271
NBEA	-5.33	6.083e-07	0.0117	0.6271
KCND3	-5.45	6.153e-07	0.0119	0.7129
CNTN4	-6.17	6.465e-07	0.0125	0.6304
MSH4	5.29	7.24e-07	0.014	0.7327
RASGRF1	6.07	7.265e-07	0.014	0.7822
TTLL7	-5.28	7.469e-07	0.0144	0.7492
NARS	5.28	7.727e-07	0.0149	0.7624
ZNF532	7.06	7.794e-07	0.015	0.7327
IDH2	5.82	7.933e-07	0.0153	0.7467
BAZ1A	-6.52	8.069e-07	0.0156	0.7756
AP1G2	-5.25	8.278e-07	0.016	0.6865
RNLS	-5.25	8.5e-07	0.0164	0.7624
GPR180	-5.26	9.313e-07	0.018	0.7525
SFXN1	6.51	9.399e-07	0.0181	0.7492
C18ORF21	-6.48	9.582e-07	0.0185	0.8416
ZNF138	-5.37	9.989e-07	0.0193	0.8185
PLA2G4A	-5.21	1.009e-06	0.0194	0.7459
KCNG1	-5.2	1.051e-06	0.0203	0.7327
MFI2	-5.25	1.132e-06	0.0218	0.6601
TRIM45	-5.17	1.184e-06	0.0228	0.8251
CLEC10A	5.75	1.195e-06	0.023	0.7525
AHNAK2	-5.19	1.281e-06	0.0247	0.7822
NEK9	-7.36	1.308e-06	0.0252	0.8119
IL7R	5.23	1.333e-06	0.0257	0.637
DACT1	-5.16	1.486e-06	0.0286	0.6403
PCP4L1	-5.11	1.57e-06	0.0303	0.6865
NRG2	-5.09	1.617e-06	0.0312	0.6964
BAG5	-5.56	1.623e-06	0.0313	0.67
C14ORF153__1	-5.56	1.623e-06	0.0313	0.67
ZFP30	-5.2	1.678e-06	0.0323	0.6535
FBXO7	-5.09	1.682e-06	0.0324	0.8033
TUT1__1	5.08	1.785e-06	0.0344	0.7492
SLC6A17	-5.07	1.807e-06	0.0348	0.5578
KCNK17	7.65	1.972e-06	0.038	0.7723
BTBD7	-5.11	2.015e-06	0.0388	0.8185
KIAA1409	-5.11	2.015e-06	0.0388	0.8185
SPDYE8P	5.53	2.059e-06	0.0397	0.7459
DDT__1	7.21	2.06e-06	0.0397	0.8614
DDTL	7.21	2.06e-06	0.0397	0.8614
LPL	-5.03	2.093e-06	0.0403	0.7888
LOC100192379	-5.02	2.175e-06	0.0419	0.6799
TMEM155	-5.02	2.175e-06	0.0419	0.6799
IQCD	-5.55	2.179e-06	0.042	0.7261
TPCN1	-5.55	2.179e-06	0.042	0.7261
TBX18	-6.1	2.357e-06	0.0454	0.769
ADRA2C	-5.01	2.382e-06	0.0459	0.6898
AP1M2	-5	2.383e-06	0.0459	0.5833