Name	NEOADJUVANT.THERAPY	NEOADJUVANT.THERAPY	NEOADJUVANT.THERAPY	NEOADJUVANT.THERAPY
ResultType	T(pos if higher in 'YES')	ttestP	Q	AUC
PSMD1	-18.75	5.287e-43	9.01e-39	0.9102
FBXO40	-16.49	1.101e-36	1.88e-32	0.8363
MTMR15	16.29	2.322e-36	3.96e-32	0.9361
RBM39	-17.85	5.534e-36	9.43e-32	0.9182
SLC7A6	-16.13	1.709e-33	2.91e-29	0.9122
CCDC86	-13.94	8.217e-29	1.4e-24	0.8862
TSSC1	17.22	8.788e-29	1.5e-24	0.9681
MUC15	13.49	1.939e-28	3.3e-24	0.9222
CCDC159	12.78	6.488e-24	1.11e-19	0.9242
TMEM205	12.78	6.488e-24	1.11e-19	0.9242
PRAME	16.1	1.113e-23	1.9e-19	0.8743
HACL1	-11.23	5.677e-22	9.67e-18	0.7565
PCP4	12.18	8.497e-22	1.45e-17	0.8822
TSHR	12.58	1.443e-21	2.46e-17	0.9002
TCP1	-10.84	6.671e-21	1.14e-16	0.8024
GALNT4	-11.23	8.839e-21	1.5e-16	0.8463
PHTF2	-10.73	1.068e-20	1.82e-16	0.8124
LONP2	11.73	1.963e-20	3.34e-16	0.8802
SPTB	13.02	2.58e-20	4.39e-16	0.9182
AKTIP	-10.73	7.15e-20	1.22e-15	0.8283
GPX3	10.57	1.865e-19	3.17e-15	0.8942
TRIM2	13.22	3.228e-19	5.49e-15	0.9581
KDM1B	11.09	7.699e-19	1.31e-14	0.9062
PSMB9	-10.65	1.282e-18	2.18e-14	0.8603
PROK1	-9.65	8.799e-18	1.5e-13	0.7745
INO80B	9.78	9.107e-18	1.55e-13	0.8283
TACC3	-10.02	1.381e-17	2.35e-13	0.8822
ACP1	12.88	1.521e-17	2.59e-13	0.9361
EXOC6	-13.82	2.051e-17	3.49e-13	0.8842
ZNF205	9.45	2.991e-17	5.09e-13	0.8283
TRHDE	-10.16	3.958e-17	6.73e-13	0.6866
C1ORF204	9.33	6.216e-17	1.06e-12	0.7844
ENC1	9.8	7.975e-17	1.36e-12	0.8683
ARID3C	14.29	2.245e-16	3.82e-12	0.9321
STAP2	11.32	2.77e-16	4.71e-12	0.9461
CHST15	-11.45	2.928e-16	4.98e-12	0.9002
TEDDM1	-9.24	3.394e-16	5.77e-12	0.8503
CCL14	-9.37	7.641e-16	1.3e-11	0.7745
ENHO	-10.99	7.951e-16	1.35e-11	0.8483
PIM1	-11.53	8.09e-16	1.38e-11	0.9661
CLEC3B	9.03	1.452e-15	2.47e-11	0.8363
LRRC15	-8.89	1.461e-15	2.48e-11	0.7764
C8ORF31	12.23	1.572e-15	2.67e-11	0.9122
STL	9.83	1.948e-15	3.31e-11	0.9242
MEF2C	8.69	3.19e-15	5.42e-11	0.8463
HES1	9.66	3.764e-15	6.4e-11	0.8523
EML2	-9.86	5.751e-15	9.77e-11	0.6667
RAB4A	8.57	6.499e-15	1.1e-10	0.6647
RNASE6	-13.37	9.768e-15	1.66e-10	0.9261
IL12B	-8.55	1.379e-14	2.34e-10	0.7585
PTPRN2	9.27	2.112e-14	3.59e-10	0.7924
KCTD11	11.82	2.173e-14	3.69e-10	0.9321
NAA30	-11.57	2.991e-14	5.08e-10	0.8942
TMOD2	-9.67	2.993e-14	5.08e-10	0.8563
SFRP5	-10.11	3.398e-14	5.77e-10	0.9498
CECR2	-12.25	3.472e-14	5.9e-10	0.8543
TBX21	-10.05	4.371e-14	7.42e-10	0.9082
ZNF135	9.09	4.583e-14	7.78e-10	0.8583
TNS1	8.23	5.514e-14	9.36e-10	0.7505
MYL12B	-12.04	5.678e-14	9.64e-10	0.8916
TAF13	8.22	6.486e-14	1.1e-09	0.7764
PPARGC1A	9.06	8.033e-14	1.36e-09	0.7804
MOBKL2A	-8.89	8.857e-14	1.5e-09	0.7884
LRRC45	-8.38	9.015e-14	1.53e-09	0.6966
PDE4C	10.92	1.022e-13	1.73e-09	0.9062
COX16	10.75	1.302e-13	2.21e-09	0.8603
HSD17B7P2	8.03	1.696e-13	2.88e-09	0.9062
FAM157A	-8.59	2.154e-13	3.66e-09	0.6687
LRRC46	9.34	2.844e-13	4.83e-09	0.9321
CUX1	12.7	3.033e-13	5.15e-09	0.8922
EXD2	-8.47	3.2e-13	5.43e-09	0.7645
DGKB	11.8	3.226e-13	5.47e-09	0.9122
RGS2	-11.6	3.634e-13	6.17e-09	0.9102
SLC17A9	-10.09	4.556e-13	7.73e-09	0.8443
SAP130	-13.65	4.736e-13	8.04e-09	0.8962
PLSCR4	11.37	5.02e-13	8.52e-09	0.9042
STAP1	-10.41	6.588e-13	1.12e-08	0.9062
C1ORF88	9.69	7.548e-13	1.28e-08	0.8663
C1ORF70	8.34	8.141e-13	1.38e-08	0.7685
ZNF662	8.34	1.088e-12	1.85e-08	0.7625
MACROD2	10.43	1.404e-12	2.38e-08	0.8862
SLC30A8	-13.12	1.422e-12	2.41e-08	0.9222
CHMP1A	9.14	1.666e-12	2.83e-08	0.8044
LOC144571	10.98	1.681e-12	2.85e-08	0.8962
C14ORF176	7.62	1.96e-12	3.32e-08	0.7166
ALDH2	8.64	2.224e-12	3.77e-08	0.9002
CC2D1B	-9.21	2.274e-12	3.86e-08	0.7605
LRRC50	7.65	2.52e-12	4.27e-08	0.7525
C7ORF61	-7.87	3.98e-12	6.75e-08	0.7265
EDN3	8.65	4.434e-12	7.52e-08	0.8403
LOC100170939	-9.86	4.517e-12	7.66e-08	0.7665
FDX1L	8.82	4.853e-12	8.22e-08	0.8144
DUOX1	8.16	5.386e-12	9.13e-08	0.8483
KCNQ2	-7.91	8.222e-12	1.39e-07	0.6208
CDK20	7.62	1.087e-11	1.84e-07	0.7904
CD84	-8.53	1.223e-11	2.07e-07	0.8004
POLR3A	9	1.49e-11	2.52e-07	0.7146
IQCC	11.85	1.694e-11	2.87e-07	0.9062
IKZF3	-7.22	1.732e-11	2.93e-07	0.7285
FOXF2	-11.6	1.946e-11	3.3e-07	0.8683
COG3	7.2	1.967e-11	3.33e-07	0.8323
LIMCH1	11.17	2.063e-11	3.49e-07	0.9142
AURKC	-8.59	2.405e-11	4.07e-07	0.7405
HIST2H2BF	10.13	3.009e-11	5.1e-07	0.8603
OVGP1	-7.73	3.41e-11	5.78e-07	0.6986
MR1	7.06	4.179e-11	7.08e-07	0.6946
AQP6	9.93	6.361e-11	1.08e-06	0.8124
SMYD4	-7.28	6.387e-11	1.08e-06	0.7246
MSL3L2	7.11	8.118e-11	1.37e-06	0.8363
C6ORF41	8.21	9.398e-11	1.59e-06	0.8862
LOC100270746	8.21	9.398e-11	1.59e-06	0.8862
ARID1B	10.82	1.031e-10	1.75e-06	0.9002
CLDN14	10.93	1.627e-10	2.75e-06	0.9022
CCDC12	9.9	1.707e-10	2.89e-06	0.8882
C22ORF27	7.74	1.836e-10	3.11e-06	0.8563
RAVER2	-7.31	1.986e-10	3.36e-06	0.7345
RAP1GAP	13.27	3.294e-10	5.57e-06	0.9561
ZNF474	-7.76	3.875e-10	6.56e-06	0.7126
EGFLAM	-6.89	4.558e-10	7.71e-06	0.7146
DFNB31	11.32	4.712e-10	7.97e-06	0.9102
CRIP3	-6.93	4.835e-10	8.18e-06	0.7884
RPS27L	-14.12	5.236e-10	8.86e-06	0.9142
HLA-A	-9.87	5.765e-10	9.75e-06	0.8623
LOC338799	10.06	6.657e-10	1.13e-05	0.8743
COBLL1	-7.28	6.724e-10	1.14e-05	0.7385
SDF2	-7.19	6.797e-10	1.15e-05	0.8263
TNNT1	7.87	6.829e-10	1.15e-05	0.9361
RNF123	-9.08	8.168e-10	1.38e-05	0.7804
AARS2	6.88	9.758e-10	1.65e-05	0.7305
GEM	-6.57	1.059e-09	1.79e-05	0.6707
SLC15A2	14.64	1.093e-09	1.85e-05	0.9521
RPPH1	8.71	1.195e-09	2.02e-05	0.9096
SENP3	6.92	1.37e-09	2.32e-05	0.8403
CISD3	6.82	1.401e-09	2.37e-05	0.7088
HNF1A	-6.6	1.494e-09	2.53e-05	0.8184
TBX15	-7.6	1.524e-09	2.58e-05	0.6986
BAT2L2	-6.39	1.615e-09	2.73e-05	0.5768
MUC12	11.58	1.625e-09	2.75e-05	0.8224
IGJ	-7.08	1.628e-09	2.75e-05	0.6806
LOC100302640	-6.46	1.647e-09	2.78e-05	0.7505
C17ORF104	6.71	1.726e-09	2.92e-05	0.8164
TCF4	-8.8	1.738e-09	2.94e-05	0.8383
SLC38A9	-12.12	1.901e-09	3.21e-05	0.9242
CCNJ	7.5	2.146e-09	3.63e-05	0.8543
ZNF486	6.33	2.191e-09	3.7e-05	0.5589
DPY19L1	-6.32	2.464e-09	4.16e-05	0.6287
TGM4	-7.06	2.689e-09	4.54e-05	0.8124
LOC441046	6.87	2.899e-09	4.9e-05	0.8024
MAML2	6.25	3.458e-09	5.84e-05	0.6886
LOC100270804	9.62	3.527e-09	5.96e-05	0.9022
C13ORF16	-7	3.599e-09	6.08e-05	0.6886
KIAA1370	8.92	3.852e-09	6.51e-05	0.8902
FAM195A	12.02	4.67e-09	7.89e-05	0.9202
CYP24A1	6.28	4.746e-09	8.01e-05	0.7166
PDPN	-9.74	5.579e-09	9.42e-05	0.7884
CD55	8.75	6.199e-09	0.000105	0.7265
RAB6B	-9.97	6.26e-09	0.000106	0.8882
INPP4B	-9.03	7.103e-09	0.00012	0.8463
C7ORF40	6.51	7.519e-09	0.000127	0.6108
HTR2B	-9.67	7.877e-09	0.000133	0.8503
PCGF2	7.41	7.887e-09	0.000133	0.7425
TTC30B	8.48	8.983e-09	0.000152	0.8164
C10ORF26	12.51	9.377e-09	0.000158	0.8224
NBR2	-9.05	9.678e-09	0.000163	0.6966
CCR8	-6.76	9.931e-09	0.000168	0.7126
CNTN5	9.45	1.05e-08	0.000177	0.8483
CHCHD8	6.03	1.068e-08	0.00018	0.6627
PAAF1	6.03	1.068e-08	0.00018	0.6627
CYBRD1	11.82	1.086e-08	0.000183	0.9062
STX7	-8.92	1.09e-08	0.000184	0.8024
FAM3D	9.94	1.266e-08	0.000214	0.8443
IL21R	-12.02	1.426e-08	0.00024	0.8942
ZNF517	12.22	1.522e-08	0.000257	0.9162
BICC1	-7.52	1.53e-08	0.000258	0.8144
LOC92659	-9.84	1.862e-08	0.000314	0.8483
PCDHA9	8.06	1.897e-08	0.00032	0.8112
ARVCF	6.87	2.105e-08	0.000355	0.7685
APBB2	9.54	2.32e-08	0.000391	0.8942
SIGLEC7	-8.2	2.868e-08	0.000484	0.7525
TWIST2	-6.05	3.04e-08	0.000513	0.521
MPP2	6.11	3.115e-08	0.000525	0.7106
FASLG	-5.8	3.204e-08	0.00054	0.7884
ADCY9	7.7	3.317e-08	0.000559	0.7405
ZNF572	5.8	3.337e-08	0.000563	0.7405
WDFY2	10.2	3.62e-08	0.00061	0.9261
OBSL1	5.79	4.096e-08	0.00069	0.6747
USP1	-8.1	4.171e-08	0.000703	0.8164
LOC653653	-9.44	4.196e-08	0.000707	0.9042
C1ORF190	8.34	4.594e-08	0.000774	0.8703
GIMAP6	-10.5	4.722e-08	0.000796	0.8962
LOC647288	-6.74	4.793e-08	0.000808	0.7325
PLEKHG7	7.04	4.798e-08	0.000808	0.7046
SEC14L3	-10.32	5.573e-08	0.000939	0.8982
PLD3	5.89	5.592e-08	0.000942	0.6988
C14ORF64	8.55	5.771e-08	0.000972	0.8962
TNFRSF9	-6.79	5.808e-08	0.000978	0.7764
ZNF229	7.61	6.172e-08	0.00104	0.8104
PRRG2	7.37	6.176e-08	0.00104	0.8024
C17ORF55	8.6	6.481e-08	0.00109	0.8782
MED31	-7.34	7.284e-08	0.00123	0.7066
TXNDC17	-7.34	7.284e-08	0.00123	0.7066
ZNF354C	7.74	7.39e-08	0.00124	0.7884
EDC3	11.56	7.494e-08	0.00126	0.9401
ZFP112	7.15	7.881e-08	0.00133	0.7385
C6ORF155	8.3	8.233e-08	0.00139	0.8323
TOR1A	-6.81	8.339e-08	0.0014	0.7365
LOC728743	-7.64	8.504e-08	0.00143	0.7964
ZNF124	-5.98	8.657e-08	0.00146	0.6826
SNTB2	7.62	9.538e-08	0.00161	0.8104
OAT	7.76	1.025e-07	0.00173	0.8263
CD58	-6.41	1.073e-07	0.00181	0.7086
CDK15	-9.78	1.075e-07	0.00181	0.8263
TP53AIP1	-5.55	1.076e-07	0.00181	0.6507
KLHL30	10.19	1.148e-07	0.00193	0.8942
KCNK16	11.6	1.174e-07	0.00197	0.8962
RAB32	-13	1.225e-07	0.00206	0.9481
TNFSF10	-9.16	1.24e-07	0.00209	0.8503
TPST2	10.4	1.333e-07	0.00224	0.8862
BIN2	-9.51	1.351e-07	0.00227	0.9022
ZNF197	9.22	1.37e-07	0.0023	0.9242
KIAA1598	6.45	1.448e-07	0.00243	0.7212
NEU4	9.56	1.459e-07	0.00245	0.8782
CAMLG	-9.68	1.541e-07	0.00259	0.8193
PATL2	-8.12	1.547e-07	0.0026	0.8224
CD79B	-10.18	1.554e-07	0.00261	0.8683
COL17A1	7.54	1.656e-07	0.00279	0.7305
RAPGEF4	-6.32	1.684e-07	0.00283	0.6786
VSIG8	-7.53	1.692e-07	0.00284	0.7824
C3ORF70	-8.51	1.741e-07	0.00293	0.7784
AHRR	-5.91	1.917e-07	0.00322	0.5808
C1ORF104	9.59	1.983e-07	0.00333	0.8263
COX15	10.69	1.996e-07	0.00335	0.8822
CUTC	10.69	1.996e-07	0.00335	0.8822
ANAPC7	-5.5	2.096e-07	0.00352	0.5569
ARL4C	-5.67	2.21e-07	0.00371	0.6347
SORCS1	11.3	2.61e-07	0.00439	0.9361
TMEM40	7.47	2.635e-07	0.00443	0.7844
SVOPL	9.14	2.848e-07	0.00479	0.8842
RNF212	9.09	2.944e-07	0.00495	0.7884
C1ORF162	-7.92	2.95e-07	0.00496	0.6946
NR3C1	-5.37	3.018e-07	0.00507	0.5749
EPCAM	10.67	3.064e-07	0.00515	0.8842
FGFR1OP	-5.52	3.074e-07	0.00516	0.5369
OXNAD1	-7.83	3.141e-07	0.00528	0.7804
AHSG	-10.25	3.363e-07	0.00565	0.8782
PNMAL1	5.87	3.464e-07	0.00582	0.6647
BTNL8	-8.02	3.556e-07	0.00597	0.7561
C20ORF151	8.94	3.698e-07	0.00621	0.8962
SLC23A2	8.63	4.163e-07	0.00699	0.8523
COL25A1	6.52	4.326e-07	0.00726	0.7904
BDH1	10.49	4.387e-07	0.00737	0.9042
RPS6KB1	-5.26	4.398e-07	0.00738	0.6806
CSRP2	-8.41	4.4e-07	0.00739	0.8124
ESM1	5.65	4.426e-07	0.00743	0.5968
ACOT1	-6.99	4.622e-07	0.00776	0.7824
LRP6	5.25	4.651e-07	0.00781	0.5609
DMRT3	12.74	5.035e-07	0.00845	0.9341
C17ORF97	-10.3	5.042e-07	0.00846	0.8523
SLC38A2	-9.26	5.093e-07	0.00855	0.8663
C9ORF103	-5.21	5.489e-07	0.00921	0.6208
PYHIN1	-6.13	5.574e-07	0.00935	0.7764
TLE4	7.51	5.724e-07	0.0096	0.7605
BDNF	-7.77	5.91e-07	0.00992	0.8583
VNN1	-6.28	5.967e-07	0.01	0.7485
RGS5	-8.48	6.122e-07	0.0103	0.7844
ZNHIT3	5.54	6.425e-07	0.0108	0.7445
FAM180B	-6.21	6.473e-07	0.0109	0.6546
NR2C2	8.33	6.66e-07	0.0112	0.8663
PKDCC	-5.49	7.192e-07	0.0121	0.7226
C4ORF44	9.22	7.453e-07	0.0125	0.9202
ZNF528	5.33	7.505e-07	0.0126	0.6228
SLC30A1	8.24	7.739e-07	0.013	0.8483
FBXL13	6.83	8.317e-07	0.0139	0.7505
DGCR10	-6.23	8.459e-07	0.0142	0.7186
TGM2	-7.93	8.692e-07	0.0146	0.8862
CLEC2D	-6.77	9.014e-07	0.0151	0.7126
ZNF300	8.06	1.001e-06	0.0168	0.8862
SMPD1	-5.26	1.051e-06	0.0176	0.6108
STARD10	8.94	1.057e-06	0.0177	0.8383
AOC2	-6.44	1.139e-06	0.0191	0.7086
ZFP2	6.57	1.159e-06	0.0194	0.7844
PKD2L2	-9.44	1.178e-06	0.0197	0.8743
EOMES	-5.77	1.185e-06	0.0199	0.517
SLC2A4RG	6.02	1.195e-06	0.02	0.6487
SPON2	-11.37	1.265e-06	0.0212	0.8982
RDH13	5.14	1.296e-06	0.0217	0.6786
ZNF667	5.1	1.345e-06	0.0225	0.7186
KIAA1737	9.39	1.37e-06	0.023	0.9381
C1ORF182	-6.83	1.391e-06	0.0233	0.7645
NDUFS6	-5	1.427e-06	0.0239	0.5689
FAM26F	-10.76	1.48e-06	0.0248	0.8463
ALDH7A1	6.12	1.499e-06	0.0251	0.8084
KIAA0564	5.06	1.51e-06	0.0253	0.7665
ASXL3	6.16	1.545e-06	0.0259	0.8743
RIPK4	5.2	1.57e-06	0.0263	0.7565
TRAF2	-6.85	1.632e-06	0.0273	0.7824
DHX33	-8.14	1.739e-06	0.0291	0.7505
SPINT2	8.34	1.81e-06	0.0303	0.8004
GIMAP7	-7.37	1.815e-06	0.0304	0.7904
CSGALNACT2	-9.09	1.858e-06	0.0311	0.8623
TDRD7	-7.21	1.989e-06	0.0333	0.7944
CATSPER2P1	-4.93	1.999e-06	0.0335	0.6068
PDIA3	-4.93	1.999e-06	0.0335	0.6068
CEBPA	-6.13	2.02e-06	0.0338	0.7505
IL1A	-6.96	2.03e-06	0.034	0.7645
SNCA	8.63	2.036e-06	0.0341	0.8743
LZTFL1	5.96	2.079e-06	0.0348	0.6527
HDAC1	7.55	2.093e-06	0.035	0.8443
HLCS	6.94	2.147e-06	0.0359	0.8743
FLJ35024	7.34	2.611e-06	0.0437	0.8423
VLDLR	7.34	2.611e-06	0.0437	0.8423
SIGLEC9	-4.95	2.689e-06	0.045	0.6028
GORASP1	6.25	2.722e-06	0.0455	0.7086
C2ORF3	6.71	2.733e-06	0.0457	0.7186
GIMAP5	-13.58	2.932e-06	0.049	0.9441
PHKG1	8.27	2.937e-06	0.0491	0.8224