Name	NEOADJUVANT.THERAPY	NEOADJUVANT.THERAPY	NEOADJUVANT.THERAPY	NEOADJUVANT.THERAPY
ResultType	T(pos if higher in 'YES')	ttestP	Q	AUC
POP1	-21.09	5.595e-40	1.13e-35	0.9545
SEMA3F	14.24	4.122e-29	8.34e-25	0.9589
SLC10A6	13.98	1.188e-28	2.4e-24	0.9697
DSN1	-14.21	1.548e-28	3.13e-24	0.9048
PPM1J	-13.61	2.937e-28	5.94e-24	0.8528
CCRL2	-14.13	1.091e-27	2.21e-23	0.881
C11ORF52	14.11	4.231e-27	8.56e-23	0.9351
ECEL1P2	12.62	1.665e-25	3.37e-21	0.8831
ALAS1	13.08	8.375e-23	1.69e-18	0.9177
CCBL1	-13.77	7.327e-21	1.48e-16	0.8874
ALKBH1	-10.97	1.011e-20	2.04e-16	0.8723
RAVER1	10.73	1.994e-20	4.03e-16	0.8658
TEDDM1	-11.02	4.105e-20	8.3e-16	0.8874
ULBP3	-11.25	7.922e-20	1.6e-15	0.868
C12ORF57	-10.44	1.676e-19	3.39e-15	0.842
FAM46B	13.56	1.778e-19	3.6e-15	0.9113
DIO2	12.71	1.455e-18	2.94e-14	0.868
MIR296	-12.29	1.712e-18	3.46e-14	0.8745
CGN	12.92	1.94e-18	3.92e-14	0.9004
VEGFA	9.78	1.103e-17	2.23e-13	0.8247
PRMT10	-12.25	1.138e-17	2.3e-13	0.855
SNORA51	-9.9	2.346e-17	4.74e-13	0.8268
STAU1	-12.76	2.63e-17	5.32e-13	0.9481
PYGL	-11.53	1.746e-16	3.53e-12	0.8485
SPHK2	-12.37	3.588e-16	7.25e-12	0.9026
ZFP1	-13.34	6.483e-16	1.31e-11	0.9351
EPCAM	11.65	1.013e-15	2.05e-11	0.9221
RAB22A	-14.65	1.223e-15	2.47e-11	0.9589
CEBPZ	-9.51	1.321e-15	2.67e-11	0.8398
C4ORF48	-9.99	7.395e-15	1.49e-10	0.8377
B3GNT9	8.81	1.094e-14	2.21e-10	0.8095
LOC144571	9.99	1.384e-14	2.8e-10	0.9069
C10ORF26	8.45	2.038e-14	4.12e-10	0.7511
WDR26	-10.9	2.042e-14	4.12e-10	0.8377
SASH1	-10.12	2.285e-14	4.62e-10	0.8225
ZNF727	8.53	2.737e-14	5.53e-10	0.842
C22ORF33	-11.51	4.349e-14	8.79e-10	0.8723
TTC3	10.97	5.491e-14	1.11e-09	0.8961
MSL3L2	10.51	9.493e-14	1.92e-09	0.8918
RLF	-12.09	1.484e-13	3e-09	0.9026
C6ORF138	8.09	1.677e-13	3.39e-09	0.7013
ADAMTS20	9.45	2.514e-13	5.08e-09	0.7879
ARL16	-14.05	4.01e-13	8.1e-09	0.9004
CHAC1	-10.63	6.505e-13	1.31e-08	0.8636
ITIH3	-9.98	7.929e-13	1.6e-08	0.8052
CDH1	8.99	9.593e-13	1.94e-08	0.8788
GNMT	8.85	1.171e-12	2.36e-08	0.8182
TNPO1	-8.72	1.358e-12	2.74e-08	0.8009
C2ORF77	-9.86	2.419e-12	4.88e-08	0.8052
PHOSPHO2	-9.86	2.419e-12	4.88e-08	0.8052
TRAPPC2L	-8.4	2.794e-12	5.64e-08	0.8117
ACAP1	11.2	2.81e-12	5.67e-08	0.8074
C11ORF64	-8.64	2.826e-12	5.7e-08	0.8052
NAT1	7.79	2.844e-12	5.74e-08	0.7944
C8ORF31	13.35	3.433e-12	6.93e-08	0.9372
FSTL3	9.17	3.908e-12	7.89e-08	0.7511
LOC100170939	-9.24	5.775e-12	1.17e-07	0.7511
LOC653391	-9.24	5.775e-12	1.17e-07	0.7511
C2ORF88	7.34	1.126e-11	2.27e-07	0.7359
FAM110C	7.33	1.199e-11	2.42e-07	0.7771
RNASE6	-10.77	1.293e-11	2.61e-07	0.8377
UBE2V1	-10.17	1.784e-11	3.6e-07	0.8701
PPARGC1A	8.8	1.902e-11	3.84e-07	0.8139
MITD1	-13.8	2.505e-11	5.05e-07	0.9242
IL15	-8.47	2.566e-11	5.18e-07	0.7987
BRIX1	-17.72	4.008e-11	8.08e-07	0.9329
RAD1	-17.72	4.008e-11	8.08e-07	0.9329
C2ORF57	-7.63	4.167e-11	8.4e-07	0.7554
PNLIPRP2	-7.27	5.667e-11	1.14e-06	0.6558
DAPL1	13.11	5.894e-11	1.19e-06	0.9329
HSD17B6	7.01	7.354e-11	1.48e-06	0.8636
MIR7-3	6.93	1.149e-10	2.32e-06	0.658
THBS1	8.52	1.542e-10	3.11e-06	0.9221
ZNF486	7.22	2.527e-10	5.1e-06	0.8593
LARS	10.56	2.538e-10	5.12e-06	0.8636
CHPT1	-10.34	2.551e-10	5.14e-06	0.8766
OR2D2	-6.78	2.594e-10	5.23e-06	0.7186
MIR518D	8.14	2.649e-10	5.34e-06	0.8442
SUPT7L	-10.29	2.72e-10	5.48e-06	0.8896
HIST1H4C	-7.49	2.933e-10	5.91e-06	0.881
SNTB2	7.77	3.402e-10	6.86e-06	0.8203
NUP54	-8.85	3.43e-10	6.91e-06	0.8074
MIR125B1	8.21	4.027e-10	8.12e-06	0.9091
MGC16275	6.76	4.393e-10	8.85e-06	0.7641
MED31	-13.57	4.712e-10	9.5e-06	0.8961
DUSP10	-7.78	5.02e-10	1.01e-05	0.8831
MC5R	7.18	7.423e-10	1.5e-05	0.5996
IL1F10	-7.15	9.21e-10	1.86e-05	0.6558
RDH12	6.47	1.22e-09	2.46e-05	0.7792
ZNF135	7.5	1.243e-09	2.5e-05	0.7684
PISD	12.81	1.615e-09	3.25e-05	0.9502
CINP	-9.48	2.157e-09	4.35e-05	0.8203
YPEL2	8.76	2.803e-09	5.65e-05	0.8095
PRSS8	11.13	4.931e-09	9.93e-05	0.9113
SUFU	7.15	6.489e-09	0.000131	0.7013
ZNF300	8.97	6.693e-09	0.000135	0.9048
MIR548H3	-8.13	7.844e-09	0.000158	0.8593
CRISPLD1	7.22	8.23e-09	0.000166	0.7338
ARHGAP24	10.89	9.821e-09	0.000198	0.9242
RNF180	7.4	1.011e-08	0.000204	0.7835
CCDC121	-10.91	1.027e-08	0.000207	0.8615
GSTZ1	-8.25	1.075e-08	0.000216	0.7749
MKS1	6	1.373e-08	0.000276	0.5931
C2ORF74	6.39	1.408e-08	0.000283	0.6753
GLRB	7.05	1.463e-08	0.000295	0.7597
LOC100133893	-9.7	1.567e-08	0.000315	0.8506
AADAT	7.38	1.597e-08	0.000322	0.816
C1ORF190	8.32	1.919e-08	0.000386	0.8766
HSPB8	10.6	3.86e-08	0.000777	0.9459
CCDC115	-9.03	4.25e-08	0.000855	0.8355
CKB	6.1	4.996e-08	0.00101	0.671
MIR551A	-6.77	6.214e-08	0.00125	0.7251
TXNDC9	-8.27	6.588e-08	0.00133	0.8247
MSL1	-5.71	7.608e-08	0.00153	0.8225
ZNF625	-5.64	8.026e-08	0.00161	0.7424
SSH3	5.8	8.476e-08	0.00171	0.5758
CRLF3	10.73	9.196e-08	0.00185	0.9199
LOC727924	16.23	9.308e-08	0.00187	0.961
MIR574	-5.9	1.015e-07	0.00204	0.7056
MSL2	-9.11	1.073e-07	0.00216	0.8333
GSTT1	5.6	1.175e-07	0.00236	0.5411
MBD4	-5.6	1.313e-07	0.00264	0.7554
MDP1	7.36	1.405e-07	0.00283	0.7468
KLKB1	-6	1.474e-07	0.00296	0.6429
FNBP1	-5.86	1.482e-07	0.00298	0.645
COPB1	-10.32	1.493e-07	0.003	0.8593
AKT1S1	-8.19	1.509e-07	0.00303	0.881
NUAK2	7.46	1.623e-07	0.00326	0.7727
PLA2G7	5.65	1.631e-07	0.00328	0.6212
DUSP15	-11.33	1.772e-07	0.00356	0.9048
LEPR	6.26	2.051e-07	0.00412	0.6926
C21ORF62	-9.05	2.174e-07	0.00437	0.8615
IFIT3	7.83	2.305e-07	0.00463	0.6883
LSM5	-12.27	2.325e-07	0.00467	0.9091
NUFIP2	-10.56	2.596e-07	0.00522	0.855
CCDC113	-12.23	2.618e-07	0.00526	0.8766
OR5AU1	-7.69	2.719e-07	0.00547	0.7987
PSMA5	-14	2.84e-07	0.00571	0.9567
SNORD116-28	10.02	2.956e-07	0.00594	0.8463
LRTM1	-8.56	3.005e-07	0.00604	0.8485
HSD17B7P2	6.54	3.024e-07	0.00608	0.7944
CLN5	8.75	3.042e-07	0.00611	0.8723
TUBB4Q	-8.32	3.115e-07	0.00626	0.7641
MYL12B	-10.12	3.801e-07	0.00764	0.9048
SLC25A19	-5.92	4.587e-07	0.00922	0.6991
HSF2	-14.38	4.939e-07	0.00992	0.9524
UBXN7	-10.64	5.227e-07	0.0105	0.8723
C6ORF165	5.43	5.886e-07	0.0118	0.6861
MPZL2	8.23	7.045e-07	0.0142	0.8723
HNRNPA1L2	-6.14	7.078e-07	0.0142	0.7316
C2ORF18	10.33	7.468e-07	0.015	0.8874
KRTAP24-1	-9	7.719e-07	0.0155	0.8052
CYP20A1	5.3	7.857e-07	0.0158	0.6797
IGFBP5	6.48	7.858e-07	0.0158	0.7273
CCDC82	-13.9	7.872e-07	0.0158	0.9394
FAM131B	-7.57	9.853e-07	0.0198	0.8506
C21ORF96	-9.09	9.961e-07	0.02	0.8658
CCDC58	-9.28	1.023e-06	0.0205	0.8571
GPR155	-5.56	1.039e-06	0.0209	0.8247
FYTTD1	-11.81	1.099e-06	0.0221	0.9199
SENP5	-5.56	1.219e-06	0.0245	0.7468
AGAP2	8.97	1.268e-06	0.0254	0.8723
KRTAP5-1	-7.4	1.304e-06	0.0262	0.7965
DFNB59	-8.63	1.354e-06	0.0272	0.816
KCTD15	8.55	1.629e-06	0.0327	0.8831
RBM22	-8.54	1.666e-06	0.0334	0.855
TAS2R19	5.1	1.769e-06	0.0355	0.8074
CD209	-5.64	1.862e-06	0.0374	0.7229
ZSCAN16	-7.08	1.868e-06	0.0375	0.7727
PIGM	-5.69	1.948e-06	0.0391	0.7381
PLA2G12B	-5.25	1.948e-06	0.0391	0.6861
HMGCS1	-7.92	1.965e-06	0.0394	0.8636
CEBPB	-11.65	2.005e-06	0.0402	0.9134
SIAH3	-8.14	2.183e-06	0.0438	0.8203
SPRR3	-4.94	2.215e-06	0.0444	0.5866
CDC10L	4.93	2.36e-06	0.0474	0.71