Name	PATHOLOGY.M.STAGE	PATHOLOGY.M.STAGE	PATHOLOGY.M.STAGE	PATHOLOGY.M.STAGE
ResultType	T(pos if higher in 'M1')	ttestP	Q	AUC
GARNL3|84253	-6.85	3.696e-10	6.76e-06	0.7406
IL20RB|53833	6.88	4.618e-10	8.44e-06	0.7341
NFE2L3|9603	6.66	1.044e-09	1.91e-05	0.7255
PLEKHA9|51054	6.66	1.124e-09	2.05e-05	0.7367
PPIAL4G|644591	6.47	2.005e-09	3.67e-05	0.7012
INHBE|83729	6.56	2.284e-09	4.17e-05	0.7266
C22ORF9|23313	6.45	2.827e-09	5.17e-05	0.727
BIRC5|332	6.48	3.023e-09	5.52e-05	0.7237
CEP55|55165	6.44	4.094e-09	7.48e-05	0.7221
IGF2BP3|10643	6.44	4.279e-09	7.82e-05	0.7296
CENPA|1058	6.36	5.721e-09	0.000105	0.7226
PITX2|5308	6.3	5.815e-09	0.000106	0.7077
ACVR2A|92	-6.26	7.108e-09	0.00013	0.7122
NCAPG|64151	6.28	7.921e-09	0.000145	0.7213
TRIP13|9319	6.21	8.507e-09	0.000155	0.7116
CCNB2|9133	6.26	8.927e-09	0.000163	0.721
GTSE1|51512	6.24	1.022e-08	0.000187	0.7262
TYMP|1890	6.13	1.069e-08	0.000195	0.6988
OIP5|11339	6.18	1.075e-08	0.000196	0.7168
CTSG|1511	-6.19	1.214e-08	0.000222	0.7031
LMNB1|4001	6.13	1.287e-08	0.000235	0.7014
KIF20A|10112	6.16	1.347e-08	0.000246	0.7222
PTTG1|9232	6.14	1.493e-08	0.000273	0.7153
TFAP2A|7020	6.08	1.591e-08	0.00029	0.7115
SKA3|221150	6.1	1.764e-08	0.000322	0.7057
ASPM|259266	6.06	1.924e-08	0.000351	0.7046
KIF18A|81930	6.03	1.978e-08	0.000361	0.703
SLCO5A1|81796	6.02	2.118e-08	0.000387	0.6934
HJURP|55355	6.07	2.174e-08	0.000397	0.716
TLCD1|116238	5.96	2.464e-08	0.00045	0.6963
TOP2A|7153	6.01	2.571e-08	0.000469	0.7027
KIF18B|146909	6.02	2.6e-08	0.000475	0.7188
UBE2C|11065	6.02	2.853e-08	0.000521	0.7236
KIFC1|3833	5.96	3.225e-08	0.000589	0.7026
CDCA5|113130	5.97	3.353e-08	0.000612	0.7079
SKA1|220134	5.98	3.386e-08	0.000618	0.724
BUB1B|701	5.94	3.396e-08	0.00062	0.7088
KIF11|3832	5.93	3.611e-08	0.000659	0.6933
KIF2C|11004	5.96	3.693e-08	0.000674	0.7129
C1QL1|10882	5.88	3.804e-08	0.000694	0.6924
CDC20|991	5.95	4.047e-08	0.000738	0.7166
KIAA0101|9768	5.88	4.187e-08	0.000764	0.7048
NUDT5|11164	5.88	4.27e-08	0.000779	0.7015
CENPE|1062	5.91	4.466e-08	0.000815	0.707
BUB1|699	5.89	4.803e-08	0.000876	0.704
RRM2|6241	5.87	4.919e-08	0.000897	0.7062
GLB1L3|112937	-5.84	5.023e-08	0.000916	0.6355
AURKB|9212	5.88	5.203e-08	0.000949	0.7179
PKMYT1|9088	5.85	5.284e-08	0.000963	0.7118
C9ORF5|23731	-5.8	5.409e-08	0.000986	0.6935
MYBL2|4605	5.87	5.475e-08	0.000998	0.7072
TCOF1|6949	5.79	5.595e-08	0.00102	0.7003
TPX2|22974	5.86	5.852e-08	0.00107	0.7102
RAD54L|8438	5.81	6.538e-08	0.00119	0.7117
GPR172A|79581	5.72	6.837e-08	0.00125	0.6942
SOCS1|8651	5.73	7.013e-08	0.00128	0.6864
CMA1|1215	-6.08	7.197e-08	0.00131	0.7007
TOR3A|64222	5.76	7.414e-08	0.00135	0.6955
CENPF|1063	5.78	7.607e-08	0.00139	0.6994
RELB|5971	5.68	8.017e-08	0.00146	0.6827
TROAP|10024	5.79	8.059e-08	0.00147	0.7143
CDC25C|995	5.73	8.335e-08	0.00152	0.6914
KIF14|9928	5.78	8.337e-08	0.00152	0.7039
FCHO1|23149	5.69	8.384e-08	0.00153	0.6815
MSC|9242	5.72	8.565e-08	0.00156	0.6957
C19ORF10|56005	5.73	8.783e-08	0.0016	0.6991
PARP12|64761	5.75	8.948e-08	0.00163	0.6943
CDK1|983	5.74	9.63e-08	0.00175	0.7086
MIIP|60672	5.63	1.028e-07	0.00187	0.6933
CENPM|79019	5.68	1.035e-07	0.00189	0.6956
NFKB2|4791	5.65	1.063e-07	0.00194	0.6794
EDA|1896	-5.71	1.07e-07	0.00195	0.7075
CDCA3|83461	5.73	1.093e-07	0.00199	0.7177
CDCA8|55143	5.72	1.132e-07	0.00206	0.7088
TACC3|10460	5.69	1.173e-07	0.00214	0.695
PSMA4|5685	5.66	1.226e-07	0.00223	0.7028
UHRF1|29128	5.64	1.309e-07	0.00238	0.6939
SIX5|147912	5.57	1.418e-07	0.00258	0.6887
NOP2|4839	5.62	1.449e-07	0.00264	0.7063
KDELR3|11015	5.61	1.459e-07	0.00266	0.6868
ZNF668|79759	5.53	1.495e-07	0.00272	0.6829
SNRPA1|6627	5.63	1.505e-07	0.00274	0.6932
NFKBIL2|4796	5.58	1.529e-07	0.00278	0.6908
ASF1B|55723	5.61	1.535e-07	0.00279	0.6944
NEIL3|55247	5.62	1.582e-07	0.00288	0.6959
PMM2|5373	5.56	1.586e-07	0.00289	0.6851
EIF4EBP1|1978	5.52	1.674e-07	0.00305	0.6691
UBE2S|27338	5.6	1.686e-07	0.00307	0.6973
UBE2T|29089	5.61	1.708e-07	0.00311	0.7043
C1ORF69|200205	-5.55	1.751e-07	0.00319	0.6967
GLRX2|51022	5.54	1.856e-07	0.00338	0.6902
MOCOS|55034	5.55	1.891e-07	0.00344	0.6847
DEPDC1B|55789	5.56	1.901e-07	0.00346	0.6941
H2AFX|3014	5.56	1.914e-07	0.00348	0.6935
PYCARD|29108	5.54	1.95e-07	0.00355	0.6786
NUF2|83540	5.58	1.965e-07	0.00357	0.7024
TRIM36|55521	5.5	2.05e-07	0.00373	0.6846
KIF23|9493	5.58	2.111e-07	0.00384	0.7028
IQGAP3|128239	5.54	2.139e-07	0.00389	0.6932
C19ORF52|90580	5.46	2.208e-07	0.00401	0.6921
NDC80|10403	5.54	2.214e-07	0.00403	0.6978
IRF7|3665	5.5	2.278e-07	0.00414	0.6922
TMEM25|84866	-5.54	2.356e-07	0.00428	0.7175
FADS3|3995	5.46	2.399e-07	0.00436	0.676
MBOAT7|79143	5.51	2.437e-07	0.00443	0.7101
SPATA7|55812	-5.48	2.505e-07	0.00455	0.6928
MKI67|4288	5.51	2.518e-07	0.00458	0.6887
SAC3D1|29901	5.45	2.61e-07	0.00474	0.688
HN1|51155	5.49	2.708e-07	0.00492	0.6945
DLGAP5|9787	5.5	2.715e-07	0.00493	0.6844
POLD1|5424	5.42	2.722e-07	0.00495	0.691
DNTTIP1|116092	5.48	2.726e-07	0.00495	0.7162
OASL|8638	5.5	2.821e-07	0.00513	0.7145
DONSON|29980	5.43	3.32e-07	0.00603	0.6813
C7ORF61|402573	5.42	3.381e-07	0.00614	0.6936
ENPP5|59084	-5.48	3.463e-07	0.00629	0.7234
MED8|112950	5.4	3.623e-07	0.00658	0.6839
HNRNPAB|3182	5.39	3.839e-07	0.00697	0.6799
TUBA1C|84790	5.38	4.335e-07	0.00788	0.6885
ESPL1|9700	5.32	4.348e-07	0.0079	0.6763
TNIP2|79155	5.34	4.435e-07	0.00805	0.6786
C7ORF41|222166	-5.35	4.447e-07	0.00808	0.6813
MOV10|4343	5.37	4.649e-07	0.00844	0.6848
PLK1|5347	5.4	4.662e-07	0.00847	0.7006
PUSL1|126789	5.3	4.678e-07	0.00849	0.6797
NUSAP1|51203	5.31	4.821e-07	0.00875	0.6747
USP53|54532	-5.3	4.863e-07	0.00883	0.6768
IRF6|3664	-5.38	4.935e-07	0.00896	0.7025
C1R|715	5.31	4.957e-07	0.009	0.6778
CHEK2|11200	5.32	5.152e-07	0.00935	0.6767
TNNT1|7138	5.39	5.247e-07	0.00952	0.7047
SLC25A22|79751	5.29	5.544e-07	0.0101	0.6776
FKBP11|51303	5.34	5.575e-07	0.0101	0.6929
ARPC3|10094	5.31	5.62e-07	0.0102	0.6829
TSPYL1|7259	-5.3	5.623e-07	0.0102	0.6908
RGS17|26575	5.37	5.768e-07	0.0105	0.6928
DDX39|10212	5.3	5.817e-07	0.0106	0.6871
XCL1|6375	5.29	5.858e-07	0.0106	0.6759
HM13|81502	5.29	5.953e-07	0.0108	0.6906
C16ORF59|80178	5.3	6.123e-07	0.0111	0.6842
DDX11|1663	5.26	6.265e-07	0.0114	0.6589
TAF10|6881	5.26	6.45e-07	0.0117	0.6842
KIF4A|24137	5.31	6.505e-07	0.0118	0.6992
STAC3|246329	5.25	6.527e-07	0.0118	0.6634
PRC1|9055	5.3	6.543e-07	0.0119	0.694
NCAPH|23397	5.31	6.551e-07	0.0119	0.6991
TCF19|6941	5.28	6.597e-07	0.012	0.6913
ADRM1|11047	5.22	6.745e-07	0.0122	0.6828
CCM2|83605	5.27	6.801e-07	0.0123	0.6826
TMEM8B|51754	-5.21	6.826e-07	0.0124	0.6691
TMEM220|388335	-5.3	6.961e-07	0.0126	0.7018
TK1|7083	5.24	7.037e-07	0.0128	0.6731
NUP62|23636	5.2	7.08e-07	0.0128	0.6673
S100A11|6282	5.27	7.113e-07	0.0129	0.6827
RAVER1|125950	5.21	7.15e-07	0.013	0.6728
MELK|9833	5.28	7.174e-07	0.013	0.6893
ALG3|10195	5.24	7.403e-07	0.0134	0.6803
CDC6|990	5.24	7.404e-07	0.0134	0.6774
IFI16|3428	5.21	7.449e-07	0.0135	0.6807
NEK2|4751	5.26	7.548e-07	0.0137	0.6829
FAM64A|54478	5.27	7.837e-07	0.0142	0.6902
SAA1|6288	5.23	7.867e-07	0.0143	0.6835
RGS10|6001	5.21	8.251e-07	0.015	0.6715
B3GAT3|26229	5.17	8.366e-07	0.0152	0.6792
CCNA2|890	5.26	8.377e-07	0.0152	0.6965
C1S|716	5.19	8.46e-07	0.0153	0.6748
SLC6A19|340024	-5.23	8.609e-07	0.0156	0.6758
RAET1K|646024	5.2	8.649e-07	0.0157	0.6673
ITPKA|3706	5.24	8.782e-07	0.0159	0.6848
BCL3|602	5.15	8.829e-07	0.016	0.6607
CCNF|899	5.23	9.013e-07	0.0163	0.6966
LOC100128191|100128191	5.24	9.29e-07	0.0168	0.6919
E2F2|1870	5.18	9.303e-07	0.0168	0.6795
DPP9|91039	5.18	9.405e-07	0.017	0.6749
ADAM8|101	5.2	9.485e-07	0.0172	0.6829
PPPDE2|27351	5.19	9.49e-07	0.0172	0.6845
BAK1|578	5.18	9.699e-07	0.0176	0.6783
ZBTB4|57659	-5.15	9.754e-07	0.0177	0.6799
FOXM1|2305	5.23	9.802e-07	0.0177	0.7073
NUMBL|9253	5.19	9.841e-07	0.0178	0.6863
KIF15|56992	5.21	1.007e-06	0.0182	0.6924
CXCL13|10563	5.2	1.032e-06	0.0187	0.6857
NMI|9111	5.12	1.059e-06	0.0192	0.672
C8ORF30A|51236	5.15	1.086e-06	0.0197	0.676
SH2D2A|9047	5.15	1.096e-06	0.0198	0.667
CAPZA1|829	5.14	1.121e-06	0.0203	0.6804
PBX1|5087	-5.17	1.131e-06	0.0205	0.6811
FAM175A|84142	-5.14	1.136e-06	0.0206	0.6844
GSG2|83903	5.18	1.154e-06	0.0209	0.6762
RAD51|5888	5.16	1.183e-06	0.0214	0.6742
SH3BGRL3|83442	5.13	1.187e-06	0.0215	0.6805
C19ORF40|91442	5.14	1.194e-06	0.0216	0.6807
EZH2|2146	5.16	1.205e-06	0.0218	0.6856
NCRNA00087|644596	-5.07	1.211e-06	0.0219	0.6619
ASTN2|23245	-5.1	1.239e-06	0.0224	0.6739
HMMR|3161	5.15	1.252e-06	0.0227	0.679
FAM109A|144717	5.13	1.262e-06	0.0228	0.6877
GPR84|53831	5.14	1.292e-06	0.0234	0.6851
PSMD13|5719	5.1	1.302e-06	0.0235	0.6851
GPRIN1|114787	5.08	1.312e-06	0.0237	0.6647
BAG1|573	-5.05	1.314e-06	0.0238	0.6623
RYR2|6262	5.12	1.374e-06	0.0248	0.671
NBL1|4681	5.11	1.401e-06	0.0253	0.682
FOXP3|50943	5.1	1.416e-06	0.0256	0.6703
PDCD5|9141	5.1	1.418e-06	0.0256	0.6827
RANGAP1|5905	5.1	1.468e-06	0.0265	0.689
L2HGDH|79944	-5.12	1.475e-06	0.0267	0.6732
PPP1R14B|26472	5.07	1.491e-06	0.027	0.6781
ATP8B3|148229	5.07	1.502e-06	0.0272	0.6818
TCL6|27004	-5.09	1.503e-06	0.0272	0.6636
C1ORF122|127687	5.04	1.511e-06	0.0273	0.6807
LOC399815|399815	5.12	1.514e-06	0.0274	0.6844
ISG20|3669	5.08	1.52e-06	0.0275	0.6687
GFPT2|9945	5.1	1.535e-06	0.0277	0.6733
LRWD1|222229	5.03	1.545e-06	0.0279	0.6642
SAA2|6289	5.09	1.555e-06	0.0281	0.6867
UFSP2|55325	-5.06	1.584e-06	0.0286	0.6773
KIAA1324|57535	5.06	1.601e-06	0.0289	0.6687
BCL2L12|83596	5.05	1.644e-06	0.0297	0.6744
LAGE3|8270	5.05	1.647e-06	0.0298	0.6804
FAM160A1|729830	-5.05	1.655e-06	0.0299	0.678
HCST|10870	5.06	1.656e-06	0.0299	0.6619
ARPC1B|10095	5.07	1.657e-06	0.0299	0.6761
CMTM7|112616	5.05	1.66e-06	0.03	0.6669
TOB1|10140	-5.05	1.671e-06	0.0302	0.6598
NUDT1|4521	5.05	1.73e-06	0.0312	0.6775
ALDH6A1|4329	-5.05	1.734e-06	0.0313	0.6741
IRF5|3663	5.04	1.757e-06	0.0317	0.6648
AMD1|262	-5.01	1.761e-06	0.0318	0.6635
DTYMK|1841	5.02	1.823e-06	0.0329	0.6768
MAN2B1|4125	5.02	1.824e-06	0.0329	0.6658
LTB|4050	5.02	1.848e-06	0.0334	0.652
BATF|10538	5.04	1.852e-06	0.0334	0.6672
C11ORF48|79081	5.03	1.854e-06	0.0335	0.6846
RHBDD3|25807	5.01	1.88e-06	0.0339	0.6801
RIPK2|8767	5.06	1.883e-06	0.034	0.6932
ITGAE|3682	5.05	1.908e-06	0.0344	0.6931
ENAM|10117	-5.06	1.962e-06	0.0354	0.6786
PSENEN|55851	5.01	2.026e-06	0.0366	0.6761
SMC4|10051	5.03	2.04e-06	0.0368	0.6784
STAT2|6773	5.04	2.051e-06	0.037	0.6728
ZBED2|79413	5.01	2.066e-06	0.0373	0.6677
VASH2|79805	4.99	2.074e-06	0.0374	0.6675
LOC100144603|100144603	5.01	2.096e-06	0.0378	0.6812
KCTD17|79734	4.97	2.11e-06	0.0381	0.6551
NR3C2|4306	-5.02	2.153e-06	0.0388	0.6849
LOC100286793|100286793	5.01	2.232e-06	0.0403	0.6772
PSMA5|5686	5	2.253e-06	0.0406	0.6812
RHOB|388	-5	2.268e-06	0.0409	0.6786
RCC2|55920	4.97	2.29e-06	0.0413	0.6699
DEPDC1|55635	5	2.301e-06	0.0415	0.6683
MXD3|83463	4.99	2.306e-06	0.0416	0.6763
TBRG4|9238	4.93	2.319e-06	0.0418	0.658
CDR2|1039	4.97	2.327e-06	0.042	0.67
STX4|6810	4.95	2.382e-06	0.0429	0.6595
SHCBP1|79801	5	2.383e-06	0.043	0.6777
PRDM8|56978	5.01	2.403e-06	0.0433	0.6752
SYNJ2BP|55333	-4.96	2.415e-06	0.0435	0.6914
SERPINF1|5176	4.97	2.421e-06	0.0436	0.6724
NSUN5|55695	4.95	2.444e-06	0.0441	0.6669
FAM54A|113115	4.99	2.445e-06	0.0441	0.6797
PPIAL4C|653598	4.94	2.461e-06	0.0443	0.6583
IL27RA|9466	4.93	2.525e-06	0.0455	0.6542
LOC728875|728875	4.94	2.655e-06	0.0479	0.6666
TRAFD1|10906	4.99	2.661e-06	0.0479	0.6794
POLQ|10721	4.97	2.773e-06	0.05	0.6928