Supplementary Table 1.

The full list of DEGs in lung SCC.

Gene symbol	Log2FC	p-value	FDR
Up-regulation
HOXC13	11.67608	1.11×10−43	1.31×10−41
HOXD13	11.2923	2.95×10−22	6.08×10−21
KRT31	11.18891	1.29×10−25	3.82×10−24
HOXD11	11.10495	1.02×10−34	6.57×10−33
ZIC5	10.88417	5.00×10−31	2.33×10−29
AKR1B15	10.8267	4.25×10−28	1.56×10−26
RAET1L	10.7926	7.02×10−33	3.89×10−31
KRTAP4-1	10.74082	4.22×10−39	3.88×10−37
GNGT1	10.7181	4.89×10−39	1.29×10−56
DLX6	10.55507	9.98×10−33	5.48×10−31
C12orf56	10.50486	7.72×10−47	1.15×10−44
SYT14	10.42359	1.39×10−28	5.34×10−27
PITX2	10.29313	7.09×10−25	1.93×10−23
DSG3	10.20777	2.59×10−35	1.75×10−33
PGLYRP3	10.1229	1.11×10−23	2.67×10−22
TMPRSS11F	10.0573	4.58×10−23	1.03×10−21
CST4	10.00451	1.43×10−29	5.98×10−28
BARX1	9.786584	3.05×10−24	7.81×10−23
HOXA13	9.768895	4.28×10−26	1.31×10−24
CALML3	9.676866	2.86×10−26	8.86×10−25
DLX6AS	9.607812	8.04×10−30	3.42×10−28
KRT6C	9.49044	9.95×10−38	8.11×10−36
USH1G	9.356453	1.93×10−34	1.22×10−32
TERT	9.302319	5.49×10−39	4.99×10−37
C5orf46	9.247633	3.62×10−33	2.08×10−31
KRT6A	9.175738	1.62×10−37	1.31×10−35
AKR1B10	9.050792	7.46×10−23	1.64×10−21
KRT74	9.024361	2.30×10−26	7.16×10−25
KRT16	8.990361	3.06×10−33	1.78×10−31
SPERT	8.966005	1.20×10−35	8.41×10−34
GABRA3	8.930546	3.48×10−35	2.32×10−33
KRT6B	8.894916	1.35×10−34	8.59×10−33
LOC339674	8.840581	8.47×10−48	1.31×10−45
GABRQ	8.765659	9.34×10−23	2.03×10−21
IL1F5	8.758793	1.98×10−22	4.16×10−21
ZIC2	8.684894	6.98×10−33	3.87×10−31
PRAME	8.615422	5.36×10−24	1.35×10−22
SERPINB5	8.384097	2.04×10−52	4.15×10−50
GJB6	8.340988	6.15×10−27	2.05×10−25
DLL3	8.234224	2.29×10−25	6.62×10−24
FOXE1	8.228793	4.91×10−24	1.24×10−22
NMU	8.096627	6.08×10−25	1.66×10−23
PNCK	8.087377	1.21×10−31	5.93×10−30
ABCA12	7.947086	1.81×10−37	1.46×10−35
LOC642587	7.735536	1.09×10−35	7.66×10−34
FAM131C	7.695912	2.95×10−35	1.98×10−33
FOXD3	7.665217	5.47×10−24	1.37×10−22
DVWA	7.626607	2.90×10−30	1.28×10−28
DQX1	7.587993	6×10×10−44	7.37×10−42
KRT5	7.513929	2.84×10−26	8.78×10−25
DUSP9	7.338712	2.55×10−38	2.17×10−36
GUCA1A	7.312747	1.47×10−27	5.14×10−26
PITX1	7.178973	2.40×10−51	4.65×10−49
GRHL3	7.163425	5.74×10−39	5.19×10−37
CA9	7.14797	2.94×10−22	6.07×10−21
COL11A1	7.114174	5.99×10−29	2.40×10−27
GPR87	7.058347	7.88×10−40	7.53×10−38
RAB3B	6.975845	3.58×10−25	1.01×10−23
GAL	6.972401	1.87×10−23	4.38×10−22
RIMS2	6.912368	5.50×10−24	1.38×10−22
DSC3	6.790565	9.81×10−29	3.83×10−27
RAD51AP2	6.760157	1.20×10−22	2.58×10−21
FAM83B	6.682755	3.54×10−44	4.43×10−42
RDM1	6.680239	1.56×10−42	1.71×10−40
HIST1H2BH	6.676184	3.21×10−34	1.98×10−32
KRT17	6.482533	4.25×10−27	1.44×10−25
B4GALNT4	6.378898	5.07×10−39	4.63×10−37
FAT2	6.252899	3.61×10−27	1.24×10−25
NXPH4	6.161888	4.61×10−42	4.88×10−40
UCN2	6.083164	5.41×10−26	1.64×10−24
COL7A1	6.069926	8.58×10−34	5.09×10−32
MMP12	6.043639	3.19×10−36	2.35×10−34
CHRNB4	6.038051	1.51×10−24	3.99×10−23
S100A2	6.034598	9.51×10−25	2.56×10−23
FAM83F	5.987037	1.53×10−45	2.08×10−43
OTX1	5.913971	1.71×10−36	1.29×10−34
PTHLH	5.911066	5.97×10−24	1.49×10−22
GJB5	5.910018	1.73×10−28	6.59×10−27
TFAP2A	5.898686	1.99×10−57	4.75×10−55
ZNF695	5.857676	3.04×10−24	7.81×10−23
PPP2R2C	5.84455	9.58×10−24	2.32×10−22
KREMEN2	5.813638	1.98×10−23	4.62×10−22
DLX5	5.743708	1.04×10−31	5.16×10−30
KRT15	5.703738	2.04×10−22	4.27×10−21
TMPRSS4	5.681538	8.78×10−31	4.03×10−29
SLC2A1	5.608247	1.03×10−61	3.20×10−39
SHOX2	5.540305	5.29×10−30	2.28×10−28
TNS4	5.489393	2.16×10−28	8.16×10−27
NKAIN1	5.44417	1.62×10−25	4.76×10−24
CDC45	5.396202	5.31×10−74	6.82×10−71
CASKIN1	5.394552	4.73×10−23	1.06×10−21
GJB2	5.375627	1.68×10−25	4.94×10−24
MMP11	5.30769	5.44×10−32	2.80×10−30
TP63	5.275353	2.11×10−23	4.91×10−22
BIRC5	5.262464	6.28×10−75	1.07×10−71
RASAL1	5.236534	2.17×10−34	1.36×10−32
TTK	5.184575	1.93×10−74	2.82×10−71
HOXA10	5.180499	3.17×10−28	1.18×10−26
CENPA	5.158077	6.59×10−74	7.96×10−71
DEPDC1	5.154545	5.80×10−77	1.68×10−73
MYBL2	5.148039	1.16×10−70	9.50×10−68
TROAP	5.13211	1.71×10−74	2.70×10−71
KIF18B	5.131483	1.42×10−68	8.84×10−66
WDR72	5.108763	4.78×10−25	1.32×10−23
UBE2C	5.10166	1.60×10−77	5.46×10−74
NEK2	5.090834	2.01×10−78	1.37×10−74
NEIL3	5.08459	1.45×10−46	2.09×10−44
KIF4A	5.053856	7.81×10−81	1.60×10−76
LYPD3	5.046497	3.12×10−30	1.38×10−28
POLQ	4.995522	2.51×10−64	9.90×10−62
TMEM40	4.975923	2.30×10−26	7.16×10−25
RHOV	4.970518	8.12×10−36	5.79×10−34
HJURP	4.947107	1.74×10−80	1.78×10−76
DLGAP5	4.944602	1.58×10−69	1.12×10−66
BUB1B	4.939296	1.27×10−77	5.23×10−74
NUF2	4.928634	1.70×10−71	1.52×10−68
TRIM29	4.926113	3.76×10−25	1.05×10−23
KIF14	4.915327	6.74×10−69	4.33×10−66
TPX2	4.886094	3.20×10−78	1.64×10−74
STRA6	4.883579	2.73×10−25	7.79×10−24
EXO1	4.874045	3.73×10−74	5×10×10−71
E2F7	4.867589	6.83×10−39	1.78×10−56
SPC24	4.8509	1.66×10−41	1.71×10−39
MELK	4.846198	3.13×10−66	1.49×10−63
AURKB	4.841481	6.30×10−67	3.32×10−64
CDC20	4.832898	1.82×10−76	3.75×10−73
CDC25C	4.812971	2.43×10−64	9.77×10−62
GJB3	4.794771	1.60×10−26	5.07×10−25
ALG1L	4.783708	3.24×10−36	2.38×10−34
FOXM1	4.758629	2.36×10−64	9.71×10−62
CTSL2	4.755756	8.30×10−44	9.85×10−42
DEPDC1B	4.727546	9.84×10−65	4.21×10−62
FGF11	4.715897	4.72×10−41	4.71×10−39
RAD54L	4.714778	1.81×10−71	1.54×10−68
ARTN	4.706166	1.57×10−28	6.00×10−27
IGSF9	4.696405	3.38×10−43	3.81×10−41
TOP2A	4.664592	1.28×10−67	7.76×10−65
PBK	4.647067	5.53×10−60	1.60×10−57
EPR1	4.615642	1.28×10−62	4.70×10−60
ANLN	4.591799	2.46×10−67	1.36×10−64
KIF2C	4.59067	1.31×10−76	2.99×10−73
C15orf42	4.583778	4.02×10−56	9.07×10−54
SLC44A5	4.575648	1.71×10−25	5.02×10−24
ASPM	4.558095	2.41×10−62	8.49×10−60
MCM10	4.534639	2.73×10−66	1.33×10−63
CDCA3	4.510427	4.04×10−72	4.36×10−69
SKA1	4.503986	5.42×10−62	1.79×10−39
PKMYT1	4.50008	3.21×10−60	9.42×10−58
CCNB2	4.496625	5.08×10−72	5.22×10−69
PSAT1	4.454087	1.18×10−50	2.18×10−48
FAM64A	4.448949	2.95×10−58	7.29×10−56
CKAP2L	4.419661	7.55×10−72	7.38×10−69
NCAPH	4.405723	1.02×10−71	9.52×10−69
MND1	4.363921	1.40×10−39	3.89×10−57
C9orf140	4.353878	3.33×10−50	5.99×10−48
CENPF	4.346762	5.06×10−57	1.17×10−54
B3GNT4	4.327802	5.06×10−25	1.40×10−23
TRIP13	4.317994	2.00×10−67	1.14×10−64
GTSE1	4.312917	1.61×10−64	6.74×10−62
NKPD1	4.303465	3.33×10−28	1.24×10−26
CEP55	4.284965	2.79×10−65	1.25×10−62
SGOL1	4.284447	1.14×10−65	5.21×10−63
UHRF1	4.282768	2.52×10−39	6.89×10−57
SKA3	4.277808	3.24×10−69	2.15×10−66
NDC80	4.26936	8.77×10−61	2.65×10−58
PLK1	4.263159	6.53×10−77	1.68×10−73
CDCA2	4.259662	1.43×10−58	3.62×10−56
C16orf59	4.220699	7.47×10−60	2.13×10−57
CDC6	4.214385	1.59×10−62	5.72×10−60
ALDH3B2	4.176655	4.58×10−25	1.27×10−23
PVRL1	4.17206	1.62×10−35	1.12×10−33
SLC6A8	4.167839	7.32×10−34	4.38×10−32
EPN3	4.154454	1.28×10−37	1.04×10−35
DSP	4.139318	2.57×10−47	3.88×10−45
KIF15	4.131404	2.94×10−56	6.70×10−54
CENPI	4.118732	1.88×10−58	4.71×10−56
RRM2	4.115026	3.67×10−39	9.92×10−57
ORC6L	4.096011	2.35×10−66	1.17×10−63
ESPL1	4.086499	7.36×10−62	2.32×10−39
OIP5	4.078864	4.35×10−62	1.49×10−39
PTTG3P	4.073075	2.83×10−32	1.49×10−30
CDCA5	4.067312	1.39×10−75	2.60×10−72
SPC25	4.046998	2.44×10−62	8.49×10−60
KIF20A	4.017253	7.31×10−63	2.73×10−60
GINS1	4.011587	3.78×10−63	1.46×10−60
RECQL4	3.976634	1.46×10−52	2.99×10−50
FERMT1	3.968932	5.24×10−34	3.14×10−32
KIF23	3.968213	2.22×10−73	2.53×10−70
NCAPG	3.965541	2.62×10−69	1.80×10−66
CCNA2	3.960237	1.14×10−65	5.21×10−63
KIF4B	3.955288	2.41×10−35	1.63×10−33
FAM83D	3.941613	7.25×10−49	1.18×10−46
ORC1L	3.928708	5.44×10−63	2.07×10−60
CDT1	3.906273	3.86×10−58	9.45×10−56
CCNE1	3.905245	5.56×10−50	9.76×10−48
ERCC6L	3.901439	1.72×10−48	2.77×10−46
IQGAP3	3.89972	1.47×10−53	3.12×10−51
E2F8	3.88784	2.90×10−50	5.27×10−48
ESCO2	3.886113	1.15×10−54	2.52×10−52
CDCA8	3.872866	4.11×10−70	3.12×10−67
C1orf135	3.853428	1.32×10−67	7.77×10−65
AK3L1	3.850189	6.67×10−45	8.73×10−43
KIAA0101	3.8051	1.11×10−46	1.62×10−44
MKI67	3.801386	4.44×10−48	6.96×10−46
UBE2T	3.792088	5.39×10−62	1.79×10−39
FBXO43	3.78562	3.26×10−30	1.43×10−28
CDKN3	3.771015	4.21×10−48	6.65×10−46
HELLS	3.744593	3.17×10−60	9.42×10−58
CBLC	3.729905	1.21×10−31	5.94×10−30
KIF11	3.702491	1.11×10−69	8.13×10−67
XRCC2	3.692712	1.11×10−50	2.08×10−48
RAD51	3.678599	3.82×10−67	2.06×10−64
CDCA7	3.678311	7.55×10−41	7.41×10−39
GINS2	3.676896	2.62×10−53	5.44×10−51
BRIP1	3.664418	3.37×10−49	5.72×10−47
BUB1	3.653271	6.80×10−62	2.21×10−39
PRC1	3.633728	3.71×10−70	2.93×10−67
CDC25A	3.619686	9.37×10−60	2.64×10−57
SPAG5	3.615543	8.35×10−54	1.80×10−51
NUSAP1	3.614775	9.72×10−65	4.21×10−62
HMMR	3.608103	5.43×10−50	9.61×10−48
CASC5	3.600462	9.91×10−51	1.87×10−48
EME1	3.588628	1.21×10−47	1.86×10−45
CCNB1	3.582266	1.09×10−66	5.61×10−64
C17orf53	3.576527	2.62×10−52	5.28×10−50
ESPN	3.563273	4.19×10−22	8.56×10−21
MAD2L1	3.561721	1.06×10−58	2.73×10−56
KIFC1	3.553172	4.27×10−39	1.14×10−56
TK1	3.50071	4.06×10−49	6.84×10−47
MEX3A	3.496692	6.18×10−28	2.23×10−26
MTL5	3.477409	5.71×10−31	2.64×10−29
F12	3.472053	4.57×10−28	1.67×10−26
CENPE	3.47034	7.84×10−52	1.55×10−49
FAM72D	3.452976	7.98×10−45	1.04×10−42
CDK1	3.445157	1.90×10−57	4.60×10−55
ARNTL2	3.39676	6.40×10−29	2.55×10−27
EFNA3	3.370801	6.83×10−37	5.27×10−35
FAM72A	3.363086	5.21×10−41	5.16×10−39
PERP	3.334142	3.30×10−44	4.16×10−42
AURKA	3.311686	3.49×10−61	1.07×10−58
CLSPN	3.303698	5.86×10−37	4.54×10−35
RAD51AP1	3.297327	1.43×10−46	2.07×10−44
APOBEC3B	3.293181	2.23×10−24	5.78×10−23
SLC7A5	3.28233	2.96×10−28	1.11×10−26
GINS4	3.277009	4.18×10−40	4.03×10−38
MCM2	3.275282	1×10×10−53	2.35×10−51
ASF1B	3.274737	4.31×10−49	7.20×10−47
FAM111B	3.226599	2.50×10−34	1.57×10−32
C18orf56	3.220686	1.06×10−31	5.21×10−30
STIL	3.220046	7.31×10−62	2.32×10−39
CENPM	3.219859	8.77×10−45	1.13×10−42
C3orf67	3.213877	6.71×10−28	2.41×10−26
ZWINT	3.211688	5.80×10−56	1.29×10−53
GPR19	3.197658	1.42×10−27	4.99×10−26
C16orf75	3.173953	1.24×10−41	1.29×10−39
FAM72B	3.165921	2.44×10−45	3.25×10−43
PRR11	3.160902	9.90×10−35	6.39×10−33
WDR62	3.156169	3.08×10−35	2.06×10−33
E2F2	3.149669	1.90×10−42	2.06×10−40
CHRNA5	3.146514	3.38×10−29	1.38×10−27
ECE2	3.139391	1.69×10−38	1.47×10−36
EZH2	3.120503	1.98×10−46	2.83×10−44
KIAA1524	3.117976	5.08×10−52	1.01×10−49
RFC4	3.115315	2.26×10−46	3.20×10−44
PIF1	3.099859	3.88×10−33	2.21×10−31
PLEKHG6	3.078176	1.15×10−27	4.04×10−26
CARD14	3.076131	4.59×10−23	1.03×10−21
C12orf48	3.071974	2.60×10−42	2.80×10−40
FANCI	3.05856	1.69×10−55	3.72×10−53
ARHGAP11A	3.057591	1.08×10−51	2.11×10−49
PTTG1	3.056546	4.20×10−57	9.80×10−55
ECT2	3.037686	6.06×10−44	7.36×10−42
MLF1IP	2.98928	5.12×10−43	5.74×10−41
MCM4	2.985368	4.08×10−57	9.62×10−55
TMEM132A	2.978913	1.13×10−39	1.07×10−37
POLE2	2.942741	4.82×10−36	3.51×10−34
CENPK	2.920134	1.95×10−36	1.46×10−34
BLM	2.89101	2.93×10−45	3.88×10−43
DNA2	2.86944	3.03×10−43	3.43×10−41
NFKBIL2	2.864318	6.18×10−35	4.06×10−33
C5orf34	2.86051	1.45×10−35	1.00×10−33
SHCBP1	2.85255	2.05×10−45	2.75×10−43
GYLTL1B	2.851155	1.08×10−22	2.33×10−21
DTL	2.84936	3.07×10−38	2.61×10−36
RAD54B	2.833386	8.52×10−51	1.62×10−48
C9orf100	2.82468	2.62×10−35	1.76×10−33
UBE2S	2.803809	1.89×10−42	2.06×10−40
IRF6	2.802423	1.21×10−28	4.71×10−27
FANCB	2.762651	2.55×10−39	2.37×10−37
CCNE2	2.756919	1.49×10−34	9.46×10−33
CHEK1	2.746504	2.41×10−53	5.05×10−51
MARK1	2.727147	8.69×10−23	1.90×10−21
HMGA1	2.726709	1.31×10−46	1.91×10−44
CENPW	2.726381	7.49×10−34	4.47×10−32
GSG2	2.724667	4.49×10−38	3.76×10−36
PLK4	2.705375	3.47×10−50	6.20×10−48
SIX4	2.705223	8.25×10−31	3.81×10−29
SPTBN2	2.698714	4.14×10−26	1.27×10−24
TYMS	2.682185	2.71×10−33	1.58×10−31
PPAP2C	2.676826	2.01×10−24	5.24×10−23
DSCC1	2.6475	1.86×10−41	1.90×10−39
ATAD5	2.623302	4.51×10−34	2.74×10−32
GPT2	2.606793	1.43×10−28	5.48×10−27
PYCR1	2.597461	3.14×10−25	8.87×10−24
CCNF	2.581834	2.80×10−50	5.13×10−48
DDX12	2.579215	4.42×10−22	9.02×10−21
SLC16A1	2.57404	3.27×10−24	8.38×10−23
TRAIP	2.572849	9.94×10−47	1.47×10−44
MTBP	2.564705	4.11×10−42	4.39×10−40
TMEM79	2.542757	1.20×10−23	2.87×10−22
CCDC34	2.528606	4.85×10−42	5.11×10−40
FAM54A	2.527384	1.42×10−35	9.86×10−34
GRHL1	2.518191	2.84×10−22	5.87×10−21
CDK5R1	2.504349	1.88×10−25	5.48×10−24
WDHD1	2.500071	7.78×10−44	9.29×10−42
CDCA4	2.497176	8.31×10−41	8.12×10−39
TRIM59	2.476813	8.49×10−29	3.34×10−27
UCK2	2.4741	2.75×10−43	3.13×10−41
GGH	2.469316	9.20×10−29	3.61×10−27
CENPH	2.466716	2.00×10−42	2.16×10−40
KNTC1	2.458312	2.65×10−41	2.65×10−39
KPNA2	2.430685	7.10×10−48	1×10×10−45
SKP2	2.429954	2.76×10−27	9.51×10−26
CHAF1B	2.398405	1.87×10−37	1.50×10−35
KIF18A	2.379708	1.02×10−34	6.57×10−33
GPRIN1	2.37562	2.62×10−22	5.43×10−21
CHTF18	2.373424	1.28×10−24	3.42×10−23
MCM8	2.358276	2.27×10−38	1.95×10−36
BOP1	2.356677	6.98×10−25	1.90×10−23
SRD5A1	2.355054	3.51×10−28	1.30×10−26
CKS1B	2.349225	1.72×10−35	1.18×10−33
RACGAP1	2.345876	2.26×10−48	3.60×10−46
GAPDH	2.340346	1.23×10−36	9.42×10−35
HMGB3	2.328465	3.03×10−24	7.80×10−23
MFSD2B	2.318549	9.42×10−24	2.29×10−22
ATAD2	2.317108	4.12×10−44	5.09×10−42
LOC100125556	2.313755	6.12×10−33	3.42×10−31
C1orf74	2.286936	4.67×10−30	2.02×10−28
TIMELESS	2.264996	1.13×10−43	1.31×10−41
RCC1	2.259865	2.44×10−39	2.28×10−37
C1orf112	2.259727	6.31×10−38	5.16×10−36
PKP3	2.249797	7.20×10−27	2.37×10−25
AURKAPS1	2.223938	5.47×10−25	1.50×10−23
NCAPG2	2.220921	1.22×10−36	9.40×10−35
ACTL6A	2.184303	1.44×10−29	5.99×10−28
FANCA	2.16958	7.75×10−28	2.77×10−26
CHEK2	2.164867	4.11×10−31	1.93×10−29
TPBG	2.154229	3.94×10−28	1.46×10−26
C3orf21	2.146748	4.01×10−24	1.02×10−22
FEN1	2.137638	1.40×10−42	1.55×10−40
C11orf82	2.125601	2.15×10−23	4.98×10−22
PAFAH1B3	2.104472	2.15×10−23	4.98×10−22
DSG2	2.103021	1.34×10−26	4.27×10−25
FANCD2	2.102199	1.94×10−38	1.68×10−36
NCAPD2	2.099683	2.44×10−30	1.09×10−28
LOC100128191	2.096295	1.89×10−28	7.19×10−27
CCDC138	2.089787	4.95×10−29	1.99×10−27
SGOL2	2.086745	6.87×10−30	2.94×10−28
SLC25A10	2.084461	1.67×10−27	5.82×10−26
PPAT	2.074329	1.35×10−36	1.03×10−34
CHAF1A	2.067179	2.15×10−27	7.47×10−26
LMNB1	2.065592	3.32×10−33	1.92×10−31
PDK1	2.063368	7.82×10−29	3.09×10−27
RNASEH2A	2.057419	1.27×10−31	6.20×10−30
GMNN	2.049782	1.26×10−31	6.15×10−30
MCM7	2.047646	7.13×10−39	6.42×10−37
THOC3	2.046084	7.06×10−28	2.53×10−26
GEMIN8P4	2.042369	1.15×10−23	2.76×10−22
ARHGEF19	2.033833	1.69×10−23	3.97×10−22
BRCA1	2.03355	1.00×10−28	3.91×10−27
PSRC1	2.024931	1.76×10−28	6.72×10−27
NPM3	2.000481	1.07×10−26	3.46×10−25
C19orf48	1.996467	1.51×10−33	8.91×10−32
PAICS	1.996222	8.92×10−36	6.32×10−34
CKAP2	1.992419	4.21×10−37	3.29×10−35
ZNF367	1.984007	1.55×10−23	3.68×10−22
SC65	1.975876	2.87×10−24	7.39×10−23
NME1	1.975238	6.32×10−30	2.71×10−28
SFXN1	1.966853	2.33×10−32	1.24×10−30
GEN1	1.965931	2.50×10−31	1.19×10−29
FBXO45	1.965829	8.91×10−29	3.51×10−27
LMNB2	1.952732	4.63×10−27	1.56×10−25
CENPL	1.944313	7.20×10−32	3.63×10−30
TTLL12	1.940079	2.19×10−23	5.08×10−22
FKBP4	1.935821	7.48×10−29	2.97×10−27
FIGNL1	1.934356	3.44×10−29	1.40×10−27
SNHG1	1.921614	7.98×10−25	2.16×10−23
DBF4	1.91524	1.68×10−29	6.95×10−28
SHMT2	1.908972	2.72×10−37	2.14×10−35
ZC3H8	1.900819	2.01×10−35	1.37×10−33
FAM162A	1.890852	3.60×10−24	9.17×10−23
GINS3	1.889239	7.18×10−29	2.85×10−27
C15orf23	1.885699	2.53×10−36	1.87×10−34
ZWILCH	1.871181	1.53×10−42	1.69×10−40
E2F1	1.860271	8.73×10−23	1.91×10−21
TFAP4	1.860016	3.53×10−32	1.84×10−30
ALG3	1.858391	1.29×10−24	3.44×10−23
GMPS	1.857272	1×10×10−30	5.01×10−29
CENPN	1.849211	2.53×10−32	1.34×10−30
CCDC58	1.84462	1.27×10−28	4.93×10−27
EPT1	1.842269	1.74×10−24	4.56×10−23
FANCE	1.839178	5.42×10−25	1.49×10−23
C21orf45	1.824319	7.93×10−32	3.96×10−30
H2AFX	1.817084	9.01×10−27	2.94×10−25
CENPO	1.805156	8.70×10−36	6.18×10−34
SIAH2	1.800595	5.96×10−23	1.32×10−21
NUP155	1.799484	1.07×10−26	3.46×10−25
TUBA1C	1.794549	7.15×10−32	3.62×10−30
SASS6	1.794024	2.06×10−33	1.21×10−31
DONSON	1.793253	5.06×10−31	2.36×10−29
POLR2H	1.781748	1.88×10−27	6.54×10−26
PCNA	1.781456	3.59×10−34	2.20×10−32
TCF19	1.777564	1.43×10−30	6.47×10−29
NUDT1	1.776414	8.38×10−26	2.52×10−24
RPP40	1.772523	7.85×10−29	3×10×10−27
TACC3	1.767938	5.36×10−27	1.79×10−25
EFNA4	1.765292	1.40×10−26	4.45×10−25
C6orf167	1.763462	3.96×10−28	1.46×10−26
INCENP	1.754252	2.62×10−27	9.02×10−26
MYO19	1.746419	1.81×10−30	8.09×10−29
POC1A	1.741735	9.78×10−30	4.13×10−28
MCM6	1.740524	1.47×10−31	7×10×10−30
PPP1R14B	1.739573	8.85×10−27	2.89×10−25
PSMC3IP	1.735825	2.85×10−23	6.52×10−22
RFC5	1.734643	2.79×10−32	1.47×10−30
C15orf41	1.732808	3.43×10−25	9.67×10−24
GGCT	1.729941	2.79×10−31	1.33×10−29
C20orf72	1.727364	7.35×10−36	5.26×10−34
YDJC	1.724798	3.80×10−23	8.62×10−22
RCCD1	1.706089	6.60×10−27	2.19×10−25
BRI3BP	1.700324	1.04×10−25	3.11×10−24
BRIX1	1.696138	9.09×10−27	2.96×10−25
PPIF	1.694674	1.49×10−25	4.41×10−24
GRHL2	1.686725	1.60×10−24	4.23×10−23
PUS7	1.670735	9.94×10−27	3.23×10−25
ESRP1	1.666918	1.93×10−30	8.64×10−29
CCT5	1.655027	1.25×10−29	5.23×10−28
RANBP1	1.650848	6.50×10−28	2.34×10−26
DKC1	1.635363	6.84×10−32	3.47×10−30
SUV39H2	1.628626	5.34×10−27	1.79×10−25
KIF20B	1.627967	2.02×10−23	4.72×10−22
XPOT	1.623617	2.56×10−26	7.94×10−25
C3orf26	1.612231	6.70×10−24	1.67×10−22
COQ3	1.602896	1.08×10−25	3.21×10−24
UNG	1.596097	2.84×10−32	1.49×10−30
RCC2	1.589286	1.36×10−30	6.16×10−29
RSRC1	1.582151	1.70×10−25	5.00×10−24
TPI1	1.578752	4.03×10−26	1.24×10−24
C12orf11	1.569481	7.47×10−32	3.76×10−30
PSMD2	1.563227	3.47×10−23	7.89×10−22
MRPL47	1.56228	2.12×10−22	4.44×10−21
ZFP64	1.559335	4.91×10−32	2.54×10−30
MRPL3	1.555203	8.39×10−33	4.62×10−31
DDX39	1.551532	4.41×10−22	8.99×10−21
C20orf20	1.549278	4.98×10−34	3.00×10−32
TMEM177	1.546582	5.83×10−27	1.94×10−25
TOPBP1	1.542732	1.02×10−24	2.73×10−23
RUVBL1	1.538438	4.95×10−29	1.99×10−27
HPRT1	1.536165	9.56×10−24	2.32×10−22
MCM5	1.523754	4.06×10−23	9.17×10−22
DTYMK	1.518073	4.07×10−23	9.19×10−22
WDR12	1.511362	2.90×10−28	1.09×10−26
NIPSNAP1	1.503167	8.94×10−24	2.18×10−22
CCDC99	1.500315	5.71×10−28	2.07×10−26
PSMG3	1.500262	4.33×10−24	1×10×10−22
RRM1	1.498123	2.26×10−22	4.72×10−21
PRIM2	1.497858	1.66×10−24	4.36×10−23
DNAJB11	1.489187	8.45×10−23	1.85×10−21
SSX2IP	1.478768	1.76×10−22	3.71×10−21
WDR53	1.475187	4.87×10−23	1.09×10−21
CCDC21	1.472295	2.22×10−22	4.64×10−21
SNRPA1	1.469414	1.61×10−32	8.62×10−31
CSE1L	1.461911	4.29×10−37	3.34×10−35
TARS	1.459509	2.12×10−25	6.13×10−24
WDR67	1.45802	3.74×10−25	1.05×10−23
TIMM8A	1.457409	1.87×10−22	3.94×10−21
RAE1	1.457224	6.13×10−36	4.43×10−34
KIF22	1.450715	1.56×10−24	4.13×10−23
C10orf2	1.438043	9.56×10−24	2.32×10−22
RFWD3	1.43459	2.11×10−28	8.00×10−27
DCUN1D5	1.427376	9.02×10−23	1.96×10−21
CPOX	1.424399	2.66×10−24	6.87×10−23
SRPK1	1.420745	5.62×10−31	2.61×10−29
TMEM48	1.420536	5.64×10−24	1.41×10−22
DCAF13	1.418586	3.15×10−31	1.50×10−29
HSPD1	1.416285	1.47×10−24	3.90×10−23
C16orf88	1.403693	3.89×10−27	1.32×10−25
TMEM189	1.395716	4.22×10−23	9.51×10−22
C12orf32	1.387765	3.33×10−23	7.59×10−22
FLAD1	1.382984	1.05×10−32	5.74×10−31
DUS4L	1.382626	2.15×10−24	5.59×10−23
RANGAP1	1.373125	9.71×10−24	2.35×10−22
BYSL	1.369132	1.61×10−24	4.23×10−23
CSTF2	1.368053	3.96×10−23	8.96×10−22
CCDC86	1.348674	2.35×10−25	6.77×10−24
XPO5	1.344048	8.53×10−25	2.31×10−23
DNAJC9	1.34322	3.94×10−30	1.72×10−28
NUP37	1.335745	3.54×10−25	9.96×10−24
SPATS2	1.333956	1.20×10−31	5.89×10−30
PRMT3	1.333228	9.79×10−23	2.13×10−21
C1orf131	1.330127	1.36×10−24	3.61×10−23
DSN1	1.329328	4.50×10−22	9.16×10−21
B4GALT2	1.322937	9.35×10−25	2.52×10−23
NAA50	1.310484	4.29×10−25	1.20×10−23
TBRG4	1.308868	1.24×10−26	3.99×10−25
CDK4	1.305936	3.04×10−24	7.81×10−23
PGAM5	1.2979	2.13×10−22	4.45×10−21
CCT3	1.296152	3.16×10−33	1.83×10−31
NOP56	1.283091	1.02×10−23	2.47×10−22
METAP1	1.272501	1.05×10−22	2.28×10−21
SNRPD1	1.271744	1.27×10−22	2.72×10−21
YWHAZ	1.253088	2.60×10−25	7.46×10−24
WDR75	1.248956	2.31×10−31	1.11×10−29
OLA1	1.247661	1.13×10−22	2.44×10−21
TUBG1	1.241358	2.71×10−25	7.74×10−24
RFC2	1.23377	2.51×10−23	5.78×10−22
B3GALNT2	1.232065	1.80×10−24	4.71×10−23
TH1L	1.228534	4.96×10−24	1.25×10−22
ALDH18A1	1.227343	4.89×10−31	2.29×10−29
FAM136A	1.225345	6.55×10−24	1.63×10−22
MEMO1	1.221739	1.50×10−22	3.19×10−21
TFB2M	1.217213	6.72×10−23	1.49×10−21
MTIF2	1.213798	1.33×10−26	4.27×10−25
TUBB	1.203806	2.31×10−23	5.33×10−22
FAM189B	1.197619	5.38×10−23	1.20×10−21
HN1L	1.193616	4.83×10−24	1.22×10−22
TRAP1	1.190945	3.01×10−22	6.18×10−21
HDGF	1.188787	2.04×10−27	7.09×10−26
R3HDM1	1.17991	6.86×10−24	1.70×10−22
HDAC2	1.162676	2.45×10−23	5.65×10−22
XPO1	1.161185	2.32×10−23	5.35×10−22
SLC25A39	1.140258	2.78×10−22	5.75×10−21
CSNK2A1	1.133161	1.57×10−22	3.34×10−21
HDAC1	1.129796	6.97×10−24	1.72×10−22
INTS8	1.129134	7×10×10−24	1.75×10−22
FARSB	1.118461	3×10×10−24	7.95×10−23
TMEM69	1.115962	3.67×10−26	1.13×10−24
TRAF7	1.10877	7.67×10−23	1.69×10−21
NOL10	1.077903	8.73×10−26	2.62×10−24
PALB2	1.061808	1.82×10−23	4.27×10−22
CPSF3	1.05951	5.15×10−23	1.15×10−21
DENR	1.056722	1.01×10−31	5.04×10−30
PRPF19	1.045652	3.00×10−29	1.23×10−27
PSMD12	1.035537	4.44×10−22	9.04×10−21
PPM1G	0.988628	1.01×10−23	2.45×10−22
TAF2	0.986898	1.37×10−23	3.26×10−22
CCT7	0.976101	1.48×10−22	3.15×10−21
KCMF1	0.937533	2.22×10−24	5.76×10−23
Down-regulation
LOC149620	−12.1594	2.40×10−27	8.31×10−26
CYP1A2	−9.76271	1.98×10−23	4.63×10−22
CAV3	−9.34724	3.51×10−26	1.08×10−24
OTC	−9.08217	1.61×10−22	3.42×10−21
CLDN18	−8.69477	5.95×10−28	2.15×10−26
LOC572558	−8.66928	1.46×10−26	4.65×10−25
LCN6	−8.61148	8.39×10−23	1.84×10−21
GUCA2A	−8.36433	4.32×10−23	9.72×10−22
GP9	−8.36052	4.11×10−22	8.40×10−21
OR6K3	−8.17655	2.75×10−29	1.13×10−27
CELA2B	−7.98306	7.15×10−27	2.36×10−25
HBM	−7.84657	1.22×10−31	5.96×10−30
AGER	−7.5324	3.96×10−46	5.57×10−44
RXFP2	−7.28848	4.61×10−38	3.85×10−36
ACSM2A	−7.19524	1.04×10−24	2.78×10−23
GGTLC1	−7.10107	4.79×10−27	1.62×10−25
CLEC1B	−6.89042	1.58×10−26	5.01×10−25
TNNC1	−6.81653	5.85×10−28	2.12×10−26
MS4A15	−6.81476	2.34×10−22	4.87×10−21
CELA2A	−6.6855	1.73×10−25	5.07×10−24
C19orf59	−6.5794	1.43×10−41	1.48×10−39
GPIHBP1	−6.52689	7.73×10−32	3.87×10−30
ADAMTS8	−6.45812	9.52×10−29	3.73×10−27
GPD1	−6.27275	6×10×10−49	1.00×10−46
CLIC5	−6.11393	1.90×10−41	1.92×10−39
FIGF	−6.07733	2.45×10−28	9.23×10−27
FAM107A	−6.03707	4.42×10−42	4.70×10−40
HBB	−5.97249	1.31×10−25	3.89×10−24
SCUBE1	−5.93284	1.11×10−22	2.39×10−21
TMEM100	−5.91513	3.29×10−31	1.56×10−29
CACNA2D2	−5.84434	5.15×10−35	3.40×10−33
PRG4	−5.75692	2.24×10−28	8.45×10−27
FCN3	−5.65536	6.26×10−36	4.51×10−34
VEPH1	−5.64109	1.67×10−27	5.82×10−26
INMT	−5.63399	1.16×10−43	1.34×10−41
MARCO	−5.52177	1.72×10−25	5.03×10−24
HBA2	−5.47844	6.69×10−33	3.72×10−31
DES	−5.46299	1.94×10−24	5.06×10−23
SUSD2	−5.43893	2.00×10−37	1.60×10−35
TNXB	−5.41186	2.72×10−37	2.14×10−35
C4orf31	−5.3604	1.31×10−26	4.21×10−25
CLEC3B	−5.2613	1.67×10−49	2.85×10−47
TCF21	−5.23207	1.65×10−39	1.56×10−37
ACOXL	−5.22572	1.96×10−29	8.11×10−28
LRRC36	−5.22474	1.50×10−32	8×10×10−31
SLC46A2	−5.0746	1.07×10−32	5.82×10−31
FAM189A2	−5.04331	4.41×10−24	1.11×10−22
CCL14	−4.99403	1.72×10−23	4.05×10−22
COL4A3	−4.97118	1.35×10−23	3.23×10−22
FHL5	−4.93128	5.90×10−32	3.02×10−30
GPR133	−4.88507	6.57×10−32	3.34×10−30
IL1RL1	−4.85547	1.41×10−23	3.35×10−22
ABCA3	−4.8312	2.03×10−23	4.73×10−22
GYPB	−4.80865	1.45×10−32	7.90×10−31
ATOH8	−4.77835	3.88×10−30	1.69×10−28
LRRK2	−4.72852	1.71×10−26	5.40×10−25
GCOM1	−4.72595	2.22×10−33	1.30×10−31
LPL	−4.6552	1.04×10−31	5.14×10−30
PREX2	−4.59971	2.77×10−22	5.72×10−21
MRC1	−4.59473	1.05×10−29	4.43×10−28
FOSB	−4.58346	1.56×10−23	3.70×10−22
C1QTNF7	−4.57173	2.80×10−23	6.40×10−22
PDK4	−4.51265	1.00×10−26	3.25×10−25
LYVE1	−4.49784	2.27×10−36	1.69×10−34
EDNRB	−4.48935	2.39×10−38	2.04×10−36
NPR1	−4.4785	1.11×10−38	9.80×10−37
PGM5	−4.47487	3.50×10−24	8.94×10−23
HSD17B6	−4.46056	9.00×10−49	1.45×10−46
CCDC48	−4.42839	2.32×10−39	2.19×10−37
PLAC9	−4.42012	1.55×10−25	4.57×10−24
LRRN3	−4.4158	9.76×10−24	2.36×10−22
AFF3	−4.39441	2.44×10−27	8.42×10−26
TEK	−4.37102	1.40×10−43	1.61×10−41
HIGD1B	−4.36867	1.48×10−32	8.01×10−31
NOSTRIN	−4.36725	4.05×10−44	5.04×10−42
FHL1	−4.33598	2.35×10−39	2.21×10−37
STEAP4	−4.33369	1.27×10−22	2.72×10−21
GPR116	−4.30121	1.71×10−45	2.31×10−43
SELENBP1	−4.28763	1.64×10−28	6.26×10−27
SYT15	−4.28341	5.03×10−33	2.85×10−31
SLC19A3	−4.26624	1.13×10−23	2.72×10−22
SDPR	−4.23925	6.95×10−28	2.49×10−26
DLC1	−4.22143	1.08×10−43	1.27×10−41
HSPB6	−4.21033	5.11×10−33	2.89×10−31
AQP1	−4.19197	8.63×10−35	5.59×10−33
SLC39A8	−4.19155	5.97×10−44	7.29×10−42
MFAP4	−4.16775	2.56×10−25	7.39×10−24
ABI3BP	−4.14267	9.53×10−25	2.56×10−23
OLR1	−4.14203	3.94×10−25	1×10×10−23
KL	−4.12562	6.31×10−25	1.73×10−23
EMCN	−4.08201	1.45×10−35	1.00×10−33
CPAMD8	−4.06285	4.48×10−25	1.25×10−23
MMRN1	−4.05246	8.48×10−23	1.86×10−21
RTKN2	−4.04405	5.50×10−46	7.68×10−44
FMO2	−4.02069	8.74×10−25	2.36×10−23
AOC3	−4.01357	1.26×10−33	7.48×10−32
SHE	−4.00092	1.66×10−36	1.25×10−34
C11orf9	−4.0003	2.69×10−23	6.17×10−22
FBP1	−3.99803	3.06×10−29	1.25×10−27
ARC	−3.99555	5.07×10−25	1.40×10−23
WISP2	−3.98576	7.95×10−23	1.75×10−21
ABCC6	−3.94026	1.17×10−30	5.33×10−29
C6orf174	−3.88844	5.79×10−26	1.76×10−24
ROBO4	−3.87091	6.42×10−50	1.12×10−47
FMO5	−3.8698	2.25×10−26	7.02×10−25
VSIG4	−3.86189	6.51×10−25	1.77×10−23
A2M	−3.85029	4.70×10−36	3.43×10−34
SPOCK2	−3.84969	5.18×10−29	2.08×10−27
CCDC85A	−3.84811	3.00×10−28	1.12×10−26
GPX3	−3.79982	7.52×10−32	3.77×10−30
ARHGAP6	−3.79806	3.67×10−31	1.73×10−29
PRX	−3.79235	4.63×10−39	4.24×10−37
USHBP1	−3.78211	8.39×10−39	7.52×10−37
SLC1A1	−3.77875	1.58×10−32	8.50×10−31
CD36	−3.76877	8.32×10−23	1.83×10−21
PTPRB	−3.75289	4.22×10−44	5.18×10−42
S1PR1	−3.74494	3.83×10−40	3.71×10−38
SPN	−3.73016	2.72×10−29	1.12×10−27
LIMCH1	−3.72854	4.65×10−28	1.70×10−26
AKAP2	−3.71963	1.75×10−30	7.87×10−29
FGFR4	−3.71134	1.39×10−26	4.44×10−25
TAL1	−3.71046	2.97×10−31	1.41×10−29
ALDH3B1	−3.69884	5.40×10−32	2.79×10−30
KANK3	−3.69294	4.49×10−49	7.43×10−47
COX4I2	−3.67538	6.99×10−30	2.99×10−28
CDH5	−3.67113	1.26×10−44	1.61×10−42
CLDN5	−3.66702	1.01×10−30	4.65×10−29
NRGN	−3.66558	2.83×10−25	8.05×10−24
MSR1	−3.6607	8.39×10−24	2.05×10−22
DPEP2	−3.64229	4.71×10−30	2.04×10−28
CX3CR1	−3.62554	1.22×10−23	2.92×10−22
LOC158376	−3.62252	3.99×10−31	1.88×10−29
ARHGEF15	−3.61949	3.07×10−44	3.89×10−42
SOX17	−3.61647	3.27×10−37	2.56×10−35
ECSCR	−3.60883	2.05×10−37	1.63×10−35
RICH2	−3.58888	1.36×10−28	5.26×10−27
PRAM1	−3.58695	3.58×10−28	1.33×10−26
PTH1R	−3.58311	3.39×10−25	9.57×10−24
CD52	−3.58154	1.59×10−27	5.55×10−26
C13orf15	−3.56071	1.53×10−49	2.64×10−47
HYAL1	−3.55975	2.04×10−30	9×10×10−29
VIPR1	−3.54455	3.84×10−27	1.31×10−25
PKNOX2	−3.54264	7.29×10−24	1.79×10−22
LDB2	−3.52548	5.25×10−45	6.91×10−43
GLDN	−3.52371	5.12×10−29	2.06×10−27
CGNL1	−3.52076	1.23×10−27	4.35×10−26
ADRB2	−3.51951	2.03×10−23	4.73×10−22
F10	−3.50705	1.67×10−22	3.53×10−21
JPH4	−3.50174	4.63×10−22	9.40×10−21
RASGRP4	−3.49912	4.28×10−32	2.23×10−30
CAV1	−3.48723	6×10×10−31	2.82×10−29
HOPX	−3.48553	5.64×10−23	1.25×10−21
FAM162B	−3.47565	2.80×10−30	1.24×10−28
SEMA3B	−3.4732	1.80×10−24	4.71×10−23
CFP	−3.46713	1.13×10−29	4.75×10−28
GIMAP8	−3.46577	1.77×10−36	1.32×10−34
PHACTR1	−3.46399	2.75×10−34	1.72×10−32
CFD	−3.43599	5.06×10−30	2.18×10−28
RAMP3	−3.43498	1.63×10−36	1.24×10−34
GRRP1	−3.42659	8.46×10−39	7.55×10−37
C5orf4	−3.41819	4.63×10−32	2.40×10−30
SYNE1	−3.41118	2.24×10−30	9.97×10−29
LAMP3	−3.4073	3.70×10−25	1.04×10−23
KLF2	−3.40531	1.46×10−38	1.28×10−36
ALOX5AP	−3.40389	1.40×10−25	4.14×10−24
VWF	−3.39482	3.82×10−33	2.18×10−31
OSCAR	−3.3929	1.17×10−30	5.32×10−29
GSTM5	−3.38919	1.05×10−24	2.80×10−23
ACVRL1	−3.37762	1.21×10−45	1.66×10−43
C1orf116	−3.36689	4.27×10−26	1.31×10−24
MYCT1	−3.36508	2.63×10−41	2.64×10−39
MS4A7	−3.36205	2.55×10−26	7.92×10−25
ALOX5	−3.35924	2.65×10−25	7.58×10−24
ARRB1	−3.35891	3.42×10−33	1.97×10−31
ESAM	−3.35409	2.52×10−47	3.83×10−45
NLRC4	−3.35065	5.43×10−38	4.46×10−36
GNG11	−3.33529	3.12×10−39	2.89×10−37
CASS4	−3.32876	1.62×10−22	3.44×10−21
EPAS1	−3.31795	1.64×10−38	1.43×10−36
CD300C	−3.31717	1.88×10−22	3.95×10−21
CD93	−3.29485	8.24×10−35	5.35×10−33
TPPP3	−3.27648	2.40×10−22	4.99×10−21
PDE2A	−3.27601	2.88×10−26	8.89×10−25
CLEC14A	−3.27085	7.32×10−43	8.16×10−41
RAMP2	−3.25241	3.56×10−47	5.33×10−45
AATK	−3.25141	3.24×10−30	1.42×10−28
MUSTN1	−3.24645	1.56×10−25	4.60×10−24
JAM2	−3.24344	3.37×10−30	1.48×10−28
TMEM88	−3.24122	5.12×10−35	3.39×10−33
STARD8	−3.24031	1.32×10−34	8.40×10−33
RNASE1	−3.23871	6.24×10−26	1.89×10−24
C20orf160	−3.22963	1.34×10−35	9.35×10−34
CSRNP1	−3.22758	1.07×10−41	1.12×10−39
FILIP1	−3.22751	2.37×10−23	5.46×10−22
CD300LF	−3.22575	1.40×10−22	2.98×10−21
ABCA9	−3.22281	1.08×10−22	2.33×10−21
LIMS2	−3.22121	2.16×10−31	1.04×10−29
FOXF1	−3.21372	3.89×10−34	2.38×10−32
CCRL1	−3.20733	3.47×10−34	2.14×10−32
STX11	−3.20687	1.34×10−29	5.61×10−28
HSPA12B	−3.20305	5×10×10−38	4.22×10−36
GRAMD2	−3.19444	8.20×10−26	2.47×10−24
FBLN5	−3.182	1.35×10−28	5.21×10−27
AMICA1	−3.17974	3.65×10−24	9.28×10−23
SEMA3G	−3.17504	3.27×10−31	1.55×10−29
GPBAR1	−3.16998	2.00×10−31	9.65×10−30
SHROOM4	−3.16881	1.96×10−25	5.69×10−24
PID1	−3.16799	4.51×10−25	1.25×10−23
NR4A1	−3.16398	4.02×10−23	9.08×10−22
PECAM1	−3.13741	1.02×10−45	1.41×10−43
RHOBTB2	−3.13389	8.02×10−28	2.86×10−26
TNS1	−3.13202	3.99×10−34	2.43×10−32
SH2D3C	−3.11881	2.42×10−44	3.09×10−42
WWC2	−3.10011	6.68×10−36	4.79×10−34
ADAMTSL4	−3.09954	1×10×10−23	2.64×10−22
TIE1	−3.097	4.64×10−34	2.80×10−32
DUSP1	−3.09563	3.34×10−27	1.15×10−25
C1orf162	−3.08195	7.24×10−30	3.08×10−28
FGD5	−3.0782	6.17×10−27	2.05×10−25
GPR146	−3.07741	8.21×10−51	1.58×10−48
ADCY4	−3.05492	1.61×10−31	7.78×10−30
NOVA2	−3.04882	1.61×10−32	8.62×10−31
DPYSL2	−3.04532	4.03×10−35	2.68×10−33
PALM2-AKAP2	−3.03489	6.21×10−33	3.46×10−31
KIAA1462	−3.03453	8.56×10−31	3.94×10−29
TGFBR2	−3.03452	1.36×10−38	1.20×10−36
ITGA10	−3.01868	8.09×10−24	1.98×10−22
CD302	−3.00702	3.53×10−40	3.44×10−38
RHOJ	−3.00505	4×10×10−33	2.33×10−31
FAM105A	−3.00365	1.23×10−29	5.17×10−28
ARHGAP31	−3	2.13×10−29	8.78×10−28
GIMAP6	−2.99933	4.50×10−26	1.37×10−24
DOK2	−2.98764	2.90×10−25	8.22×10−24
DENND2A	−2.98587	1.33×10−25	3.95×10−24
TUBB1	−2.98462	6.32×10−35	4.13×10−33
FAM13C	−2.9724	6.72×10−23	1.49×10−21
C20orf202	−2.96704	1.57×10−23	3.71×10−22
SLC11A1	−2.96521	4.93×10−27	1.66×10−25
PCDH12	−2.96104	5.91×10−33	3.32×10−31
CELF2	−2.95853	6.41×10−25	1.75×10−23
GATA6	−2.9492	8.57×10−24	2.09×10−22
FRY	−2.94557	6.24×10−24	1.56×10−22
FAM23A	−2.94297	1.91×10−22	4.02×10−21
SIRPB1	−2.93761	5.37×10−23	1.20×10−21
FGR	−2.92074	1.40×10−26	4.45×10−25
CCRL2	−2.91867	1.72×10−24	4.51×10−23
TSPAN12	−2.91288	9.95×10−24	2.40×10−22
LRP2BP	−2.89857	4.30×10−38	3.62×10−36
SORBS1	−2.89582	1.00×10−24	2.69×10−23
LMO7	−2.89541	7.26×10−41	7.17×10−39
CXorf36	−2.89129	3.14×10−34	1.95×10−32
GIMAP7	−2.88963	4.23×10−24	1.07×10−22
SOD3	−2.88385	2.37×10−22	4.92×10−21
PTPRN2	−2.87659	2.90×10−23	6.63×10−22
SMAD6	−2.87532	9.07×10−28	3.22×10−26
C1QTNF2	−2.87313	8.71×10−24	2.13×10−22
ICAM2	−2.86159	5.21×10−28	1.89×10−26
LEPR	−2.86025	4.70×10−28	1.71×10−26
GRASP	−2.85483	1.69×10−24	4.44×10−23
RPS6KA2	−2.85267	1.53×10−29	6.34×10−28
LOC100302650	−2.84493	7.06×10−24	1.74×10−22
MMRN2	−2.84449	3.59×10−33	2.06×10−31
PEAR1	−2.84313	3.78×10−27	1.29×10−25
RAI2	−2.82967	5.25×10−23	1.17×10−21
DRAM1	−2.82645	1.43×10−31	6.92×10−30
LRRC32	−2.82262	1.25×10−27	4.38×10−26
C5AR1	−2.82213	2.59×10−25	7.43×10−24
BCL6B	−2.81241	2.95×10−34	1.84×10−32
GIMAP5	−2.80163	1.61×10−22	3.41×10−21
MFSD2A	−2.79867	5.38×10−25	1.48×10−23
MGLL	−2.79541	1.06×10−22	2.30×10−21
GLIPR2	−2.79476	5.14×10−33	2.90×10−31
SGMS2	−2.78896	6.74×10−27	2.23×10−25
IL3RA	−2.78779	2.77×10−30	1.23×10−28
TRPV2	−2.78591	2.16×10−28	8.16×10−27
CD34	−2.78122	1.13×10−34	7.21×10−33
ARHGAP29	−2.77841	4.50×10−22	9.16×10−21
F8	−2.77365	8.66×10−39	7.70×10−37
CYYR1	−2.76986	1.26×10−28	4.89×10−27
PTPRM	−2.76679	3.67×10−27	1.25×10−25
PDE1B	−2.7619	7.76×10−23	1.71×10−21
DAPK2	−2.75568	3.00×10−25	8.51×10−24
ACE	−2.75464	4.75×10−29	1.92×10−27
EMP2	−2.74511	8.21×10−35	5.35×10−33
KIF17	−2.74177	2.03×10−26	6.37×10−25
KDR	−2.73606	1.11×10−26	3.57×10−25
CCDC69	−2.73141	7.48×10−25	2.03×10−23
ERG	−2.72745	1.46×10−32	7.93×10−31
SPNS2	−2.70412	4.34×10−24	1×10×10−22
FLVCR2	−2.70055	8.12×10−24	1.99×10−22
P2RY14	−2.6998	6.86×10−23	1.51×10−21
AHCYL2	−2.69686	1.81×10−38	1.57×10−36
MFNG	−2.68354	9.22×10−27	3.00×10−25
PTPN21	−2.68348	5.92×10−35	3.89×10−33
GRK5	−2.68108	1.62×10−36	1.23×10−34
NR5A2	−2.66246	7.92×10−27	2.60×10−25
STARD13	−2.66146	2.58×10−25	7.41×10−24
S100A4	−2.66043	4.73×10−27	1.60×10−25
GADD45B	−2.6507	6.50×10−29	2.59×10−27
FLI1	−2.649	1.47×10−26	4.66×10−25
CD97	−2.64755	9.65×10−30	4.08×10−28
TENC1	−2.64161	2.57×10−37	2.04×10−35
FLT4	−2.62828	8.35×10−26	2.52×10−24
SELPLG	−2.62733	1.54×10−22	3.27×10−21
NOTCH4	−2.61965	4.93×10−29	1.99×10−27
RASL12	−2.61474	1.82×10−26	5.72×10−25
FZD4	−2.61125	7.71×10−34	4.59×10−32
SPI1	−2.61005	3.72×10−22	7.63×10−21
CD55	−2.59833	7.24×10−30	3.08×10−28
ZFP36	−2.59747	1.90×10−23	4.45×10−22
DENND3	−2.58669	2.34×10−27	8.09×10−26
KANK2	−2.58518	5.25×10−38	4.33×10−36
CABLES1	−2.5802	1.06×10−22	2.30×10−21
SCARF1	−2.57314	3.55×10−34	2.18×10−32
ENG	−2.55595	2.48×10−32	1.32×10−30
RNASE4	−2.5375	4.20×10−28	1.54×10−26
CYBRD1	−2.52939	4.89×10−27	1.65×10−25
GMFG	−2.52643	3.54×10−22	7.28×10−21
ATP11A	−2.52404	2.30×10−32	1.23×10−30
CITED2	−2.51951	4.01×10−28	1.48×10−26
TSPAN4	−2.4885	1.28×10−25	3.82×10−24
ZMYND15	−2.48755	9.02×10−23	1.96×10−21
TNFSF13	−2.48415	2.62×10−34	1.64×10−32
CALCRL	−2.46726	3.28×10−24	8.39×10−23
GJA4	−2.46404	4.81×10−23	1.08×10−21
AK1	−2.45049	1.71×10−41	1.76×10−39
TMEM204	−2.44978	1.01×10−24	2.70×10−23
DOCK4	−2.42247	9.56×10−29	3.74×10−27
CYB5A	−2.39784	7.48×10−27	2.46×10−25
SLC9A3R2	−2.3576	3.71×10−30	1.62×10−28
LMO2	−2.35363	4.94×10−23	1×10×10−21
ACP5	−2.34384	1.18×10−22	2.54×10−21
4-Sep	−2.33403	3.49×10−23	7.92×10−22
ALDH2	−2.33325	1.00×10−26	3.25×10−25
TMEM220	−2.3118	4.31×10−25	1.20×10−23
ELTD1	−2.30969	7.03×10−24	1.73×10−22
DISP1	−2.30803	9.17×10−28	3.25×10−26
CD101	−2.30461	2.53×10−24	6.55×10−23
SPRY4	−2.2906	1.74×10−25	5.09×10−24
RECK	−2.28789	6.98×10−24	1.73×10−22
HECW2	−2.28144	1.90×10−25	5.54×10−24
SULT1A1	−2.27885	3.82×10−23	8.66×10−22
APOLD1	−2.27838	2.83×10−25	8.05×10−24
ADARB1	−2.2767	1.07×10−23	2.57×10−22
SH3BP5	−2.27126	5.27×10−25	1.45×10−23
ACACB	−2.25686	1.59×10−23	3.77×10−22
KLF9	−2.25592	1.00×10−22	2.18×10−21
SNX30	−2.23315	3.35×10−38	2.83×10−36
SNX25	−2.23163	7.67×10−44	9.21×10−42
MITF	−2.22753	6.91×10−24	1.71×10−22
PDLIM2	−2.19974	1.38×10−30	6.25×10−29
EXOC3L	−2.19896	1.49×10−30	6.71×10−29
DLL4	−2.19865	2.42×10−24	6.26×10−23
LHFP	−2.18796	6.97×10−27	2.30×10−25
TNFSF12	−2.18716	5.01×10−27	1.68×10−25
AFAP1L1	−2.17587	1.60×10−23	3.79×10−22
CAT	−2.17456	1.85×10−35	1.27×10−33
KCNAB1	−2.17312	1.26×10−22	2.69×10−21
SASH1	−2.16835	2.02×10−23	4.72×10−22
ARHGAP18	−2.16043	2.44×10−26	7.57×10−25
UNC13B	−2.15658	2×10×10−26	6.60×10−25
CD83	−2.13621	2.53×10−23	5.81×10−22
MOSC2	−2.1361	3.39×10−26	1.04×10−24
GPD1L	−2.13328	5.33×10−28	1.93×10−26
SECISBP2L	−2.12867	1.67×10−43	1.91×10−41
RBMS2	−2.12845	4.40×10−30	1.91×10−28
RBPMS	−2.11909	2.70×10−23	6.18×10−22
PRKCE	−2.11187	4.55×10−34	2.76×10−32
FAM167B	−2.0907	9.79×10−28	3.46×10−26
GPR4	−2.08624	2.52×10−25	7.27×10−24
KLF6	−2.08031	2.59×10−24	6.69×10−23
UTRN	−2.0692	2.20×10−26	6.90×10−25
TPK1	−2.06624	1.39×10−22	2.97×10−21
WFS1	−2.06068	2.74×10−33	1.60×10−31
TM6SF1	−2.04218	4.99×10−26	1.52×10−24
ADPRH	−2.04099	4.49×10−23	1.01×10−21
CISH	−2.03988	4×10×10−25	1.15×10−23
SPTBN1	−2.031	3.11×10−36	2.30×10−34
ASAH1	−2.02566	5.74×10−33	3.23×10−31
MAGI3	−2.02067	8.57×10−26	2.57×10−24
EPB41L5	−2.01828	1.89×10−35	1.29×10−33
LRRC70	−2.01053	3.29×10−24	8.40×10−23
CXCL16	−1.98929	5.62×10−27	1.87×10−25
SGK269	−1.97312	6.78×10−27	2.24×10−25
PHACTR2	−1.95853	1.36×10−30	6.16×10−29
HSD17B11	−1.93331	3.97×10−28	1.46×10−26
RILP	−1.9155	8.40×10−27	2.75×10−25
ITPR1	−1.8969	1.68×10−23	3.95×10−22
NPC2	−1.89168	1.58×10−23	3.73×10−22
RAPGEF2	−1.85502	8.16×10−30	3.46×10−28
WWC1	−1.83224	6.80×10−24	1.69×10−22
CFL2	−1.82902	8.54×10−26	2.57×10−24
CBX7	−1.81688	2.70×10−23	6.19×10−22
BTBD9	−1.80959	5.96×10−25	1.63×10−23
MBIP	−1.80156	2.08×10−25	6.04×10−24
HPCAL1	−1.79601	8.56×10−28	3.04×10−26
KAT2B	−1.7958	3.09×10−25	8.75×10−24
RASSF3	−1.79396	1.08×10−24	2.88×10−23
FCGRT	−1.79227	1.95×10−25	5.67×10−24
IFT57	−1.78087	4.31×10−27	1.46×10−25
HYAL2	−1.77969	1.90×10−41	1.92×10−39
LTA4H	−1.77606	4.98×10−40	4.78×10−38
RAB27A	−1.76135	1.64×10−24	4.33×10−23
LIMD1	−1.75201	9.09×10−36	6.41×10−34
ADCY9	−1.73565	3.69×10−22	7.56×10−21
ST6GALNAC6	−1.73117	5.05×10−38	4.20×10−36
PXMP4	−1.71915	1.71×10−22	3.62×10−21
LATS2	−1.71534	1.42×10−22	3.04×10−21
SLC27A3	−1.71357	1.64×10−29	6.79×10−28
C7orf23	−1.70414	1.95×10−28	7.40×10−27
CRY2	−1.70113	1.86×10−32	9.96×10−31
CASKIN2	−1.70048	1.08×10−23	2.59×10−22
UBL3	−1.6965	3.62×10−29	1.47×10−27
AKAP13	−1.69473	1.71×10−23	4.02×10−22
PLEKHO2	−1.69433	3.80×10−23	8.63×10−22
PNPLA6	−1.6739	8.43×10−32	4.20×10−30
SNRK	−1.65845	1.25×10−45	1.71×10−43
DOK4	−1.63599	1.49×10−23	3.54×10−22
RARA	−1.6346	4.72×10−28	1.72×10−26
CALCOCO1	−1.63321	3.91×10−27	1.33×10−25
PHF17	−1.62738	1.07×10−25	3.21×10−24
VAMP2	−1.61336	6.49×10−32	3.31×10−30
C5orf53	−1.60531	6.50×10−23	1.44×10−21
ARRB2	−1.58705	3.24×10−29	1.32×10−27
C5orf32	−1.58449	9.32×10−28	3.30×10−26
ZBTB47	−1.57621	2.28×10−22	4.74×10−21
GNAQ	−1.57187	6.00×10−32	3.06×10−30
SIDT2	−1.56552	4.55×10−26	1.39×10−24
FYCO1	−1.53567	5.63×10−24	1.41×10−22
SLC35A1	−1.52742	2.71×10−25	7.74×10−24
TAPT1	−1.50832	5.45×10−32	2.80×10−30
C1orf198	−1.50273	4.62×10−32	2.40×10−30
KIF1C	−1.49967	3.00×10−23	6.85×10−22
MAP3K3	−1.49287	1.47×10−28	5.66×10−27
SH3D19	−1.48881	1.09×10−23	2.61×10−22
CARD8	−1.48471	1.78×10−22	3.75×10−21
ARHGEF3	−1.48222	4.88×10−25	1.35×10−23
QSOX1	−1.47036	2.94×10−22	6.06×10−21
RILPL2	−1.41977	1.58×10−24	4.17×10−23
RAB8B	−1.41917	5.62×10−23	1.25×10−21
BTD	−1.41871	2.49×10−22	5.16×10−21
C10orf32	−1.41146	8.63×10−23	1.89×10−21
PPM1M	−1.40925	1.13×10−22	2.43×10−21
HSD17B4	−1.39029	4.87×10−36	3.53×10−34
FAM82A2	−1.33097	7.42×10−33	4.09×10−31
ZFP106	−1.32914	2.03×10−22	4.25×10−21
STX12	−1.31941	4.61×10−31	2.16×10−29
C12orf49	−1.30011	6.32×10−29	2.53×10−27
BMPR2	−1.29816	4.05×10−22	8.29×10−21
SERINC1	−1.29046	3.43×10−32	1.80×10−30
GANC	−1.28085	1.48×10−22	3.15×10−21
SDCBP	−1.27078	1.95×10−22	4×10×10−21
GNAI2	−1.23495	2.09×10−26	6.55×10−25
CD81	−1.21589	6.65×10−26	2.01×10−24
INPP5K	−1.14701	2.93×10−28	1×10×10−26
COL4A3BP	−1.14432	1.75×10−26	5.50×10−25
SEC22C	−1.13898	1.14×10−26	3.68×10−25
SNX2	−1.02367	9.40×10−25	2.53×10−23
SACM1L	−1.00516	4.74×10−24	1.20×10−22
ZFYVE20	−0.93822	7.39×10−24	1.82×10−22
RHOA	−0.93041	5.87×10−24	1.47×10−22
GORASP1	−0.88378	6.42×10−25	1.75×10−23

FC – fold change; FDR – false discovery rate; lung SCC – lung squamous cell carcinoma.