Name	NEOADJUVANT.THERAPY	NEOADJUVANT.THERAPY	NEOADJUVANT.THERAPY	NEOADJUVANT.THERAPY
ResultType	T(pos if higher in 'YES')	ttestP	Q	AUC
METT10D	12.14	3.578e-21	6.2e-17	0.9105
DSG3	-12.04	1.097e-20	1.9e-16	0.9895
KLHL33	-11.71	2.916e-20	5.05e-16	0.9132
ALDH3A2	-11.23	3.532e-19	6.12e-15	0.9816
KCTD18	11.69	1.714e-17	2.97e-13	0.9421
HSD17B14	12.69	9.774e-17	1.69e-12	0.9947
ARV1	14.36	2.383e-16	4.13e-12	0.9947
TTC13	14.36	2.383e-16	4.13e-12	0.9947
RRM1	10.5	1.372e-15	2.38e-11	0.8658
PPP3R1	9.81	2.695e-15	4.67e-11	0.8553
SOCS2	-9.33	5.174e-15	8.96e-11	0.9237
MIA	-10.62	1.095e-14	1.9e-10	0.9263
DDX21	9.22	1.678e-14	2.9e-10	0.9711
NUPL1	11.38	1.919e-14	3.32e-10	0.9079
METTL6	10.5	2.365e-14	4.09e-10	0.8763
AKR1C3	10.93	2.724e-14	4.71e-10	0.9263
ACACB	-9.7	4.243e-14	7.34e-10	0.9421
KCTD9	-10.6	7.612e-14	1.32e-09	0.8711
C3ORF64	-11.01	1.146e-13	1.98e-09	0.9605
PARVA	-10.13	1.483e-13	2.57e-09	0.9105
KIAA0652	-10.84	1.588e-13	2.75e-09	0.9447
TNIK	8.82	2.08e-13	3.6e-09	0.9737
ZNF516	-11.99	3.249e-13	5.62e-09	0.9789
CDK1	10.01	5.569e-13	9.63e-09	0.9289
DTWD2	11.23	9.423e-13	1.63e-08	0.9421
FEZ2	-8.29	9.972e-13	1.72e-08	0.8447
BEND5	-11.02	1.368e-12	2.37e-08	0.8974
RIMS3	-9.37	1.998e-12	3.46e-08	0.8658
NT5C2	-8.65	2.174e-12	3.76e-08	0.8921
LOC100216545	9.29	2.563e-12	4.43e-08	0.8868
GALNS	-7.94	3.605e-12	6.23e-08	0.9447
PIF1	9.31	3.962e-12	6.85e-08	0.9711
LARP6	-11.78	4.272e-12	7.39e-08	0.9316
ATP6V1E2	-8.77	4.858e-12	8.4e-08	0.9263
PPPDE1	-8.39	5.04e-12	8.71e-08	0.9684
SMCHD1	12.11	6.157e-12	1.06e-07	0.9526
CDC25B	8.06	7.765e-12	1.34e-07	0.9632
LRRTM2	-9.55	9.126e-12	1.58e-07	0.9474
MSH3	8.18	1.455e-11	2.51e-07	0.8763
CYP27A1	-11.3	2.581e-11	4.46e-07	0.9211
GPRIN1	12.11	2.96e-11	5.12e-07	0.9816
PPID	10.52	3.064e-11	5.29e-07	0.9184
POLG2	11.56	3.494e-11	6.04e-07	0.9605
MMP19	-9.5	4.402e-11	7.61e-07	0.8632
CLEC1A	-10.98	4.57e-11	7.9e-07	0.9026
FCN2	-8.34	4.619e-11	7.98e-07	0.8553
NXF1	9.55	5.344e-11	9.23e-07	0.9553
CA3	-9.67	6.494e-11	1.12e-06	0.8711
DLX4	7.34	7.354e-11	1.27e-06	0.8421
COMMD10	8.14	1.074e-10	1.86e-06	0.8289
COL19A1	7.25	1.253e-10	2.16e-06	0.9158
SGSM1	-7.99	1.287e-10	2.22e-06	0.7684
RXRA	-8.32	1.299e-10	2.24e-06	0.8526
CCDC82	7.28	1.491e-10	2.58e-06	0.7816
JRKL	7.28	1.491e-10	2.58e-06	0.7816
ADAMTS5	-8.36	1.583e-10	2.73e-06	0.9
TET1	7.13	1.952e-10	3.37e-06	0.9684
VAV3	-7.1	2.041e-10	3.52e-06	0.7184
UNC5CL	10.22	2.21e-10	3.82e-06	0.9184
RNF145	-9.33	2.323e-10	4.01e-06	0.8711
SNW1	9.14	2.335e-10	4.03e-06	0.8395
WSCD2	-8.2	3.11e-10	5.37e-06	0.8395
ATP8B4	-12.19	3.809e-10	6.57e-06	0.9632
FLJ37543	9.13	5.202e-10	8.98e-06	0.95
FAM18A	-8.68	5.347e-10	9.23e-06	0.8553
PDK1	10.51	6.966e-10	1.2e-05	0.9526
ZNF345	10.57	7.032e-10	1.21e-05	0.95
RRM2	8.3	9.591e-10	1.66e-05	0.8842
CCDC117	7.46	1.044e-09	1.8e-05	0.7763
SPARCL1	-9.53	1.39e-09	2.4e-05	0.8684
WDR5B	8.94	1.557e-09	2.69e-05	0.8553
LRPPRC	6.85	1.822e-09	3.14e-05	0.8132
KIAA1797	10.4	2.411e-09	4.16e-05	0.9368
B3GALTL	-11.89	2.65e-09	4.57e-05	0.9447
WDR17	7.53	2.684e-09	4.63e-05	0.8763
JHDM1D	8.49	3.107e-09	5.36e-05	0.9202
LPGAT1	-10.56	3.203e-09	5.52e-05	0.9158
CETN3	7.53	3.663e-09	6.32e-05	0.8026
NOVA2	-6.89	3.885e-09	6.7e-05	0.7289
TGM4	-7	4.504e-09	7.77e-05	0.9105
NECAB1	-6.9	5.317e-09	9.17e-05	0.8868
MBLAC1	6.72	5.443e-09	9.38e-05	0.8526
PALLD	-9.65	5.576e-09	9.61e-05	0.9132
GJD3	-10.23	5.943e-09	0.000102	0.8947
SSBP4	8.65	6.052e-09	0.000104	0.9816
RPL41	8.61	6.091e-09	0.000105	0.9132
PEX14	-7.26	7.663e-09	0.000132	0.8605
BMPR2	6.77	8.678e-09	0.00015	0.7079
C8ORF4	-9.38	1.055e-08	0.000182	0.9289
PPIL4	9.73	1.414e-08	0.000244	0.9184
XYLT1	9.52	1.46e-08	0.000252	0.8684
TNNC1	-9.8	1.513e-08	0.000261	0.9447
ATP6V0A2	7.96	1.624e-08	0.00028	0.8763
C8ORF51	10.42	1.688e-08	0.000291	0.9737
RHPN1	10.42	1.688e-08	0.000291	0.9737
PCDH18	-6.36	1.963e-08	0.000338	0.8658
ERC1	-8.59	2.019e-08	0.000348	0.9158
FGD3	-6.35	2.142e-08	0.000369	0.7579
ZDHHC4	6.37	2.142e-08	0.000369	0.9158
THAP10	6.1	2.18e-08	0.000375	0.6026
RGMA	-9.39	2.389e-08	0.000411	0.8579
FOXN1	-6.83	2.505e-08	0.000431	0.7868
ZYG11B	6.11	2.693e-08	0.000464	0.7237
KRT4	6.44	2.818e-08	0.000485	0.9026
PARVB	11.26	2.919e-08	0.000503	0.95
MMD	6.36	2.927e-08	0.000504	0.8974
INA	6.03	2.977e-08	0.000512	0.6
DBN1	6.09	3.061e-08	0.000527	0.8395
LIN7A	6.27	3.314e-08	0.00057	0.8763
HGSNAT	6.17	3.552e-08	0.000611	0.9158
CHMP4A	7.01	3.906e-08	0.000672	0.8026
SPRY1	-9.11	4.2e-08	0.000723	0.9289
IFNAR1	6.08	4.283e-08	0.000737	0.7684
LY6K	-8.78	4.735e-08	0.000815	0.8842
C16ORF87	10.51	5.335e-08	0.000918	0.9447
DLEU2	6.15	5.366e-08	0.000923	0.9368
FGFR2	-10.14	5.597e-08	0.000963	0.9237
FZD1	-8.29	6.852e-08	0.00118	0.8368
DEPDC4	8.56	7.024e-08	0.00121	0.8895
PLCE1	-7.65	7.469e-08	0.00128	0.8816
GSTP1	-10.53	8.154e-08	0.0014	0.9158
CCDC53	7.68	8.354e-08	0.00144	0.8579
MT1G	7.22	8.532e-08	0.00147	0.8895
APPBP2	8.06	8.598e-08	0.00148	0.8816
ZNF354A	8.54	9.066e-08	0.00156	0.9447
USP34	5.83	9.191e-08	0.00158	0.9158
C9ORF82	9.5	9.402e-08	0.00162	0.9211
FASTKD1	7.91	9.595e-08	0.00165	0.8474
SCD5	-11.77	1.004e-07	0.00173	0.95
ZNF518B	5.93	1.017e-07	0.00175	0.8658
ZC3H15	5.84	1.041e-07	0.00179	0.8342
GPR89A	8.26	1.055e-07	0.00181	0.9184
MRAP2	-8.67	1.181e-07	0.00203	0.9132
SPTA1	9.02	1.301e-07	0.00224	0.8895
ZNF35	6.4	1.328e-07	0.00228	0.9184
ALKBH8	8.56	1.419e-07	0.00244	0.8816
PDE4D	-9.95	1.426e-07	0.00245	0.9237
NF1	7.17	1.497e-07	0.00257	0.7816
PDLIM3	-5.65	1.646e-07	0.00283	0.7789
TTC27	9.79	1.664e-07	0.00286	0.9447
WARS	6.21	1.756e-07	0.00302	0.9289
NRARP	9.27	1.928e-07	0.00331	0.8974
ALPK1	-9.28	1.953e-07	0.00336	0.8711
GALC	5.6	1.992e-07	0.00342	0.9132
ZNF527	5.72	2.046e-07	0.00352	0.7947
SNX14	8.34	2.079e-07	0.00357	0.8842
KCNS2	-7.8	2.318e-07	0.00398	0.8632
ARRDC3	7.18	2.391e-07	0.00411	0.8289
ZNF525	7.77	2.424e-07	0.00416	0.8526
CD63	-8.82	2.705e-07	0.00465	0.8737
NT5C1B	-5.87	3.153e-07	0.00541	0.6868
ANAPC1	7.34	3.254e-07	0.00559	0.8342
TRHDE	-6.16	3.636e-07	0.00624	0.7974
ELP4	6.88	3.692e-07	0.00634	0.7763
SYCP2L	-5.47	3.872e-07	0.00665	0.5921
OVCH2	8.12	3.996e-07	0.00686	0.8842
LRRC57	6.53	4.121e-07	0.00707	0.7526
PKD1	-7.86	4.281e-07	0.00735	0.8342
FAM115C	5.47	5.091e-07	0.00874	0.6947
GRAMD4	-6.62	5.151e-07	0.00884	0.9132
SOCS7	7.31	6.04e-07	0.0104	0.8474
DIRAS2	5.36	6.194e-07	0.0106	0.7684
PTPLAD1	5.35	6.257e-07	0.0107	0.9053
PMP22	-7.19	6.386e-07	0.011	0.8158
ARHGAP28	-7.86	6.469e-07	0.0111	0.9237
RAB11FIP4	7.45	7.128e-07	0.0122	0.9105
ZIC2	7.57	7.257e-07	0.0125	0.9553
C20ORF166	5.62	7.95e-07	0.0136	0.9158
WNT4	-10.96	8.011e-07	0.0137	0.9316
RBM11	5.28	8.22e-07	0.0141	0.8474
APCDD1	-9.9	8.351e-07	0.0143	0.9447
DISP2	9.01	8.475e-07	0.0145	0.9184
LDB3	-7.83	8.569e-07	0.0147	0.8447
HFM1	6.98	9.37e-07	0.0161	0.9184
FBXL21	5.55	9.653e-07	0.0166	0.7447
KIAA1614	-9.41	9.766e-07	0.0167	0.8921
SNHG10	10.42	9.858e-07	0.0169	0.9316
TEAD3	-7.49	1.018e-06	0.0174	0.8316
GBP6	-7.64	1.053e-06	0.0181	0.8553
CATSPER2P1	5.72	1.122e-06	0.0192	0.6684
PDIA3	5.72	1.122e-06	0.0192	0.6684
TBCEL	6	1.149e-06	0.0197	0.9263
TDRKH	5.49	1.159e-06	0.0199	0.8211
LEMD3	7.9	1.163e-06	0.0199	0.9316
SERPINB8	7.36	1.23e-06	0.0211	0.8684
DCHS1	-7.12	1.337e-06	0.0229	0.8842
BLM	6.08	1.428e-06	0.0245	0.7579
SNAI2	-7.8	1.485e-06	0.0254	0.8421
DCUN1D5	8.67	1.515e-06	0.026	0.9263
ANKRD16	5.51	1.542e-06	0.0264	0.8895
GOLGA8A	5.12	1.592e-06	0.0273	0.9289
C6ORF176	6.31	1.638e-06	0.0281	0.7763
YEATS2	6.58	1.748e-06	0.0299	0.8342
BCL6	-8.45	1.765e-06	0.0302	0.8868
SSPN	-6.68	1.799e-06	0.0308	0.8132
SPOCK3	-8.7	1.876e-06	0.0321	0.9184
IL1RL1	-7.5	1.959e-06	0.0336	0.8763
LZTFL1	5.44	1.999e-06	0.0342	0.9711
SOX5	-6.74	2.039e-06	0.0349	0.8474
FAM161B	6.27	2.071e-06	0.0355	0.8526
C1QTNF3	-8.36	2.114e-06	0.0362	0.9237
PTPRT	7.23	2.153e-06	0.0369	0.95
RTN3	6.76	2.169e-06	0.0371	0.8605
TAAR1	-5.7	2.171e-06	0.0372	0.8342
UPK1B	-7.16	2.188e-06	0.0374	0.8211
FANCE	-6.87	2.214e-06	0.0379	0.8316
C10ORF82	-5.59	2.253e-06	0.0386	0.7368
KIAA1143	5.05	2.276e-06	0.039	0.8658
PRRT4	5.35	2.333e-06	0.0399	0.6974
TRIM58	7.19	2.377e-06	0.0407	0.9289
RBBP8	8.61	2.384e-06	0.0408	0.8895
TP73	-7.46	2.473e-06	0.0423	0.8342
C9ORF64	5.02	2.485e-06	0.0425	0.8553
EZH2	5.47	2.485e-06	0.0425	0.7895
ARHGAP23	-8.82	2.714e-06	0.0464	0.9079
NEU3	8.85	2.725e-06	0.0466	0.8921
C5ORF39	10.05	2.792e-06	0.0478	0.9579
RTTN	6.86	2.857e-06	0.0489	0.8658
EAPP	7.52	2.871e-06	0.0491	0.8316