symbol,ncbi_gene_id
PSME1,5720
ATF1,466
RHEB,6009
FOXO3,2309
RHOA,387
IL1B,3553
ASAH1,427
RALA,5898
ARHGEF12,23365
SOX2,6657
SERPINE1,5054
HLA-DMA,3108
EGF,1950
APP,351
NOS3,4846
CSNK1A1,1452
NFATC4,4776
TBP,6908
BRCA1,672
PSMD4,5710
ETV1,2115
TERT,7015
EED,8726
PTK2B,2185
HSPB1,3315
PIK3C3,5289
CBLB,868
DFFB,1677
TGFB3,7043
PRKX,5613
CCND1,595
NFKBIB,4793
GLI2,2736
PIK3CA,5290
RPS6,6194
DFFA,1676
SUZ12,23512
TICAM1,148022
EDN1,1906
SQSTM1,8878
HIF1A,3091
PTGS2,5743
PLA2G4A,5321
MAT2A,4144
EIF4G1,1981
BTK,695
MYL9,10398
PSMD2,5708
CLTC,1213
ALDOA,226
STAT5B,6777
ETS1,2113
HSPD1,3329
CEBPA,1050
PSMF1,9491
ATF6,22926
RALB,5899
PPARD,5467
STAT3,6774
DNMT3A,1788
RASA1,5921
PSME2,5721
FGFR2,2263
CALM3,808
ERO1L,30001
APOE,348
PIK3R4,30849
CSNK1E,1454
SKP1,6500
PROS1,5627
PSMD9,5715
NFKB2,4791
PAK6,56924
GHR,2690
CDK4,1019
PRKAG2,51422
PTPRC,5788
SPTAN1,6709
COL1A1,1277
CDC25A,993
TP53,7157
EGR1,1958
MUC1,4582
AURKB,9212
NCK2,8440
AURKA,6790
CDK5R1,8851
FYN,2534
NRAS,4893
BNIP3L,665
MMP2,4313
CDK7,1022
RAC2,5880
HMOX1,3162
COL4A1,1282
ICAM1,3383
C5,727
NFKBIA,4792
NFKBIE,4794
CCNH,902
HMGA2,8091
IGFBP3,3486
FRS2,10818
IFNAR1,3454
MIF,4282
DAG1,1605
IGF2BP2,10644
ERBB3,2065
FZD1,8321
PIK3R3,8503
TFDP1,7027
SYK,6850
EIF4EBP1,1978
CCND3,896
PTPN6,5777
DUSP4,1846
RB1,5925
PARP1,142
CDK6,1021
PSMB10,5699
FOSL1,8061
E2F2,1870
CRK,1398
HSPA8,3312
CCNB1,891
NFATC3,4775
PCNA,5111
PSMB8,5696
PRKCQ,5588
SUV39H1,6839
BIRC2,329
PAK1,5058
CDC42,998
CCNE2,9134
SNAP25,6616
PGAM1,5223
NCK1,4690
CD40,958
DAXX,1616
CDC20,991
CCL2,6347
SRC,6714
BMP4,652
MNAT1,4331
TLR4,7099
IKZF1,10320
EPHA3,2042
CASP10,843
CASP7,840
TGFBR2,7048
NOTCH1,4851
SHC1,6464
SIRT3,23410
CYCS,54205
GNAI1,2770
FBXO11,80204
MEF2C,4208
DUSP3,1845
PPP1R13B,23368
PRKCH,5583
CCNA1,8900
BAX,581
RPS5,6193
SNCA,6622
CHP,11261
SPP1,6696
AXIN1,8312
CASP2,835
FZD7,8324
DUSP6,1848
ADRB2,154
MMP1,4312
CDC25B,994
EPHB2,2048
CHEK1,1111
PDGFA,5154
CXCL2,2920
HLA-DRA,3122
GNA15,2769
RALGDS,5900
SATB1,6304
PFKL,5211
GRB7,2886
MAPKAPK2,9261
MKNK1,8569
HSPA1A,3303
PLCB3,5331
PLK1,5347
MYLK,4638
FGFR4,2264
CDKN2A,1029
CDKN1B,1027
GAPDH,2597
CISD1,55847
SPDEF,25803
IGF1R,3480
GSTM2,2946
SPTLC2,9517
TSKU,25987
TMEM2,23670
SLC2A6,11182
EZH2,2146
ICAM3,3385
PHKG2,5261
KDM5B,10765
COG4,25839
MCM3,4172
SNX13,23161
PAK4,10298
DPH2,1802
SNX6,58533
WIPF2,147179
NENF,29937
RPN1,6184
C2CD2L,9854
GABPB1,2553
POLR2K,5440
PAF1,54623
POLR1C,9533
RUVBL1,8607
AKT1,207
SENP6,26054
EBP,10682
CASK,8573
RRP8,23378
BHLHE40,8553
BDH1,622
SH3BP5,9467
PPP2R5A,5525
EML3,256364
BIRC5,332
EPRS,2058
PAX8,7849
PDS5A,23244
XBP1,7494
NMT1,4836
ARFIP2,23647
STAMBP,10617
FAH,2184
PLP2,5355
SOX4,6659
TESK1,7016
HN1L,57585
RRAGA,10670
ELOVL6,79071
ACBD3,64746
PMAIP1,5366
TWF2,11344
HDAC6,10013
PXN,5829
PHKB,5257
CASC3,22794
MLEC,9761
USP22,23326
TMED10,10972
CHERP,10523
TRAPPC6A,79090
ATP2C1,27032
USP14,9097
APPBP2,10513
ECH1,1891
HDAC2,3066
MRPL19,9801
CSNK2A2,1459
KIAA0100,9703
PAICS,10606
CDK2,1017
KIAA0494,9813
WRB,7485
ETFB,2109
CAMSAP2,23271
ARNT2,9915
SPAG7,9552
MAPK1IP1L,93487
MSH6,2956
UBE2C,11065
HS2ST1,9653
TXLNA,200081
DNAJB1,3337
TOPBP1,11073
ABCF1,23
LGMN,5641
MBTPS1,8720
ZNF274,10782
CLIC4,25932
HSD17B10,3028
STX1A,6804
CCNA2,890
SDHB,6390
FOXO4,4303
TOMM34,10953
KIAA0907,22889
HK1,3098
PAPD7,11044
PLOD3,8985
TRAK2,66008
VAPB,9217
BUB1B,701
MRPL12,6182
PNP,4860
USP1,7398
RPA1,6117
KLHDC2,23588
SCARB1,949
TPM1,7168
TM9SF2,9375
NUP88,4927
FUT1,2523
PRUNE,58497
SYPL1,6856
ZNF451,26036
TRIM13,10206
FBXO7,25793
ENOSF1,55556
LIG1,3978
GNB5,10681
INSIG1,3638
HIST2H2BE,8349
S100A4,6275
KTN1,3895
ARHGAP1,392
LPAR2,9170
COASY,80347
ATMIN,23300
CASP3,836
NISCH,11188
CPSF4,10898
COPB2,9276
GADD45A,1647
SMNDC1,10285
NUDCD3,23386
HMGCR,3156
SLC35B1,10237
TIMP2,7077
LSM6,11157
SACM1L,22908
TCERG1,10915
KIAA0196,9897
DNM1,1759
DDIT4,54541
ALAS1,211
PAFAH1B1,5048
PSRC1,84722
RBM15B,29890
TOMM70A,9868
CBR1,873
PRKCD,5580
JUN,3725
TMEM50A,23585
SCCPDH,51097
TSC22D3,1831
TFAP2A,7020
ZNF395,55893
VPS72,6944
CLSTN1,22883
MAPK9,5601
POP4,10775
NFE2L2,4780
BLCAP,10904
FAM20B,9917
CRKL,1399
ZNF318,24149
FDFT1,2222
TRAP1,10131
GTF2A2,2958
MTFR1,9650
UBE2A,7319
NIT1,4817
SYNGR3,9143
STK25,10494
ABCF3,55324
FCHO1,23149
OXSR1,9943
SMARCC1,6599
GLOD4,51031
IL4R,3566
KIT,3815
PSMG1,8624
TMEM97,27346
LRRC41,10489
KIAA1279,26128
TCEAL4,79921
NUP133,55746
NUP62,23636
MALT1,10892
YKT6,10652
KIF2C,11004
NNT,23530
IQGAP1,8826
HSPA4,3308
TOP2A,7153
B3GNT1,10678
SCP2,6342
RAD9A,5883
DRAP1,10589
PCMT1,5110
MYC,4609
POLB,5423
CETN3,1070
SMC4,10051
SMARCD2,6603
MPZL1,9019
EBNA1BP2,10969
TATDN2,9797
LRPAP1,4043
TBPL1,9519
RAE1,8480
CDK1,983
SLC35A1,10559
NIPSNAP1,8508
BCL7B,9275
TIMELESS,8914
DHX29,54505
TCEA2,6919
FHL2,2274
FKBP4,2288
KAT6A,7994
MAP3K4,4216
ZFP36,7538
INPP1,3628
EPB41L2,2037
GNAI2,2771
TSTA3,7264
DNMT1,1786
RAB27A,5873
DDR1,780
LPGAT1,9926
DUSP11,8446
TP53BP2,7159
CDKN1A,1026
TJP1,7082
ABCB6,10058
MTHFD2,10797
PRAF2,11230
DNTTIP2,30836
HTATSF1,27336
NCAPD2,9918
TMEM109,79073
NUP93,9688
PLA2G15,23659
PIP4K2B,8396
MYCBP2,23077
PGRMC1,10857
AARS,16
GPC1,2817
ELAC2,60528
PLSCR1,5359
CTSL1,1514
CTSD,1509
ARHGEF2,9181
ILK,3611
NFIL3,4783
ARL4C,10123
CPNE3,8895
SCRN1,9805
MAN2B1,4125
DCTD,1635
MBNL1,4154
MYCBP,26292
PTPN1,5770
BRP44,25874
ECD,11319
CIRBP,1153
PRSS23,11098
P4HA2,8974
ATP6V0B,533
CAPN1,823
STXBP1,6812
ITGB5,3693
SLC11A2,4891
PDIA5,10954
RAP1GAP,5909
NOLC1,9221
CAT,847
DUSP14,11072
TRIB1,10221
TP53BP1,7158
BECN1,8678
KDELR2,11014
ELAVL1,1994
IGF2R,3482
TIPARP,25976
CRTAP,10491
GMNN,51053
CYTH1,9267
PRCP,5547
SMARCA4,6597
PYGL,5836
RPA2,6118
GTF2E2,2961
ANXA7,310
TXNRD1,7296
CRYZ,1429
GAA,2548
SKIV2L,6499
BLMH,642
RRP1B,23076
TSPAN3,10099
KEAP1,9817
SMC3,9126
LBR,3930
PPIE,10450
TERF2IP,54386
BNIP3,664
BCL2,596
RBM6,10180
CSK,1445
ALDOC,230
UBE2L6,9246
PCBD1,5092
ICMT,23463
GNPDA1,10007
NUCB2,4925
RSU1,6251
PTPN12,5782
PCK2,5106
GFPT1,2673
BLVRA,644
S100A13,6284
MYBL2,4605
STX4,6810
TMCO1,54499
CCDC85B,11007
DDB2,1643
BAMBI,25805
HADH,3033
GLRX,2745
MVP,9961
STMN1,3925
GALE,2582
PTPRF,5792
PGM1,5236
LOXL1,4016
MYO10,4651
LIPA,3988
PHGDH,26227
ST7,7982
IKBKB,3551
PCM1,5108
IER3,8870
FAT1,2195
RNMT,8731
EGFR,1956
NET1,10276
DECR1,1666
NPC1,4864
MEST,4232
PAFAH1B3,5050
CALU,813
LGALS8,3964
LRP10,26020
ATP1B1,481
OXCT1,5019
SLC25A4,291
ASCC3,10973
TRAM2,9697
PYCR1,5831
NCOA3,8202
POLD4,57804
PRKACA,5566
LYRM1,57149
VDAC1,7416
SORBS3,10174
SPAG4,6676
SLC5A6,8884
RGS2,5997
SCYL3,57147
TBX2,6909
DNAJA3,9093
DCUN1D4,23142
DYRK3,8444
POLG2,11232
TRAPPC3,27095
TCFL5,10732
RBM34,23029
ITGB1BP1,9270
ACLY,47
RAD51C,5889
SMC1A,8243
YME1L1,10730
ACAA1,30
WFS1,7466
UBE3B,89910
NPDC1,56654
ALDH7A1,501
POLR2I,5438
AKAP8L,26993
PLEKHJ1,55111
HAT1,8520
G3BP1,10146
TPD52L2,7165
PIH1D1,55011
SHB,6461
UTP14A,10813
TSEN2,80746
LYPLA1,10434
MAP2K5,5607
PUF60,22827
DHRS7,51635
ARID5B,84159
IGHMBP2,3508
ADO,84890
TCTN1,79600
AKR7A2,8574
PPP2R5E,5529
LAMA3,3909
FEZ2,9637
IKBKAP,8518
SGCB,6443
ENOPH1,58478
CNOT4,4850
JMJD6,23210
SLC35F2,54733
ANO10,55129
STUB1,10273
BAD,572
PSMD10,5716
RAB11FIP2,22841
FPGS,2356
RNH1,6050
ATG3,64422
CFLAR,8837
HEATR1,55127
WDR7,23335
AKAP8,10270
SLC1A4,6509
GRWD1,83743
STAT1,6772
FOXJ3,22887
MTERFD1,51001
CHIC2,26511
USP7,7874
NOSIP,51070
DLD,1738
IDE,3416
PRPF4,9128
MELK,9833
SMAD3,4088
OXA1L,5018
SNX7,51375
CDCA4,55038
TBC1D9B,23061
NARFL,64428
DDX42,11325
IKBKE,9641
WDTC1,23038
PLSCR3,57048
H2AFV,94239
NUSAP1,51203
FAM69A,388650
XPO7,23039
FAIM,55179
PXMP2,5827
TIMM17B,10245
STXBP2,6813
HPRT1,3251
RRS1,23212
ADAT1,23536
SCAND1,51282
MFSD10,10227
COPS7A,50813
FIS1,51024
NUDT9,53343
CSRP1,1465
METRN,79006
TCTA,6988
TLK2,11011
KIAA1033,23325
DNAJB6,10049
HMGCS1,3157
SPRED2,200734
MAP7,9053
CHAC1,79094
GNAS,2778
TEX10,54881
ZNF586,54807
APBB2,323
RNF167,26001
TXNDC9,10190
VGLL4,9686
YTHDF1,54915
LSM5,23658
ZMYM2,7750
CHMP6,79643
PIGB,9488
CHEK2,11200
ACD,65057
SUPV3L1,6832
GPATCH8,23131
ARPP19,10776
RTN2,6253
NPEPL1,79716
UBQLN2,29978
DMTF1,9988
CLPX,10845
TXNL4B,54957
PRR15L,79170
ST6GALNAC2,10610
ADH5,128
GOLT1B,51026
PPOX,5498
CANT1,124583
HOMER2,9455
CLTB,1212
PHKA1,5255
MAP4K4,9448
PAN2,9924
PPIC,5480
EIF5,1983
TM9SF3,56889
CCDC86,79080
SLC25A14,9016
TBXA2R,6915
HERPUD1,9709
RPL39L,116832
BPHL,670
MAPKAPK3,7867
MBOAT7,79143
PNKP,11284
SLC35A3,23443
LSR,51599
KDM5A,5927
FAM63A,55793
RAB4A,5867
IFRD2,7866
BACE2,25825
LYN,4067
ISOC1,51015
MOK,5891
DNAJB2,3300
CERK,64781
LAP3,51056
MAPKAPK5,8550
HDGFRP3,50810
RAB21,23011
PSIP1,11168
CREB1,1385
MBNL2,10150
PACSIN3,29763
MTA1,9112
MACF1,23499
HIST1H2BK,85236
PCCB,5096
STAP2,55620
PMM2,5373
HSD17B11,51170
FBXL12,54850
WDR61,80349
FAS,355
CENPE,1062
CREG1,8804
PRR7,80758
TMEM110,375346
ZNF589,51385
CNDP2,55748
TNIP1,10318
P4HTM,54681
REEP5,7905
BZW2,28969
CGRRF1,10668
AMDHD2,51005
PEX11A,8800
GFOD1,54438
PECR,55825
SOCS2,8835
ZDHHC6,64429
ITGAE,3682
TMEM5,10329
ATP5S,27109
NGRN,51335
HOXA5,3202
GRN,2896
NUP85,79902
GTPBP8,29083
PTK2,5747
EPN2,22905
CCDC90A,63933
KIAA0528,9847
MRPS16,51021
NOL3,8996
NR1H2,7376
PLS1,5357
DUSP22,56940
RPS6KA1,6195
DCK,1633
TRIM2,23321
VPS28,51160
LRRC16A,55604
NR2F6,2063
EXOSC4,54512
PDLIM1,9124
CRELD2,79174
RRP12,23223
ACAT2,39
THAP11,57215
CEBPD,1052
MAST2,23139
DHDDS,79947
GADD45B,4616
KIAA0355,9710
DYNLT3,6990
CHMP4A,29082
IPO13,9670
ITFG1,81533
HYOU1,10525
FOS,2353
MCOLN1,57192
ID2,3398
KCNK1,3775
RAI14,26064
DNAJC15,29103
HOXA10,3206
CTNND1,1500
ZNF131,7690
HOOK2,29911
ERBB2,2064
INTS3,65123
RFNG,5986
MICALL1,85377
KLHL21,9903
TLE1,7088
COG2,22796
MRPS2,51116
KCTD5,54442
CNPY3,10695
ADAM10,102
CD58,965
KIF5C,3800
HMG20B,10362
PIN1,5300
LAGE3,8270
TNFRSF21,27242
KIF14,9928
CYB561,1534
HTRA1,5654
WASF3,10810
TSPAN6,7105
FBXO21,23014
PPP2R3C,55012
GRB10,2887
ZW10,9183
CORO1A,11151
XPNPEP1,7511
MAMLD1,10046
DSG2,1829
SLC27A3,11000
CD97,30817
IL13RA1,3597
AGL,178
GATA3,2625
RPA3,6119
TES,26136
SPR,6697
RELB,5971
RPIA,22934
GPR56,9289
NVL,4931
ME2,4200
WDR67,93594
RFC2,5982
TIMM9,26520
ORC1,4998
PARP2,10038
FASTKD5,60493
PTPLAD1,51495
MSRA,4482
SYNE2,23224
UBE3C,9690
CCDC92,80212
TIMM22,29928
ATF5,22809
NSDHL,50814
ADI1,55256
ADCK3,56997
GDPD5,81544
TARBP1,6894
RBKS,64080
KDM3A,55818
BID,637
MTF2,22823
PIK3C2B,5287
SLC25A46,91137
CDK19,23097
KIAA0753,9851
KAT6B,23522
CHN1,1123
MAPK13,5603
UFM1,51569
IARS2,55699
GATA2,2624
NRIP1,8204
CCNB2,9133
RNPS1,10921
ARID4B,51742
GSTZ1,2954
SESN1,27244
SPEN,23013
PDHX,8050
DENND2D,79961
CTTN,2017
UBR7,55148
CD44,960
VAV3,10451
ABHD6,57406
CAB39,51719
TIAM1,7074
DNM1L,10059
DERA,51071
PTPRK,5796
HERC6,55008
ACOT9,23597
ST3GAL5,8869
CTNNAL1,8727
ABHD4,63874
INPP4B,8821
ZMIZ1,57178
PPARG,5468
RPP38,10557
CAST,831
BAG3,9531
GNA11,2767
TOR1A,1861
SLC25A13,10165
TSPAN4,7106
NR3C1,2908
TRIB3,57761
PHF15,23338
CXCR4,7852
FKBP14,55033
CIAPIN1,57019
COG7,91949
TUBB6,84617
ABL1,25
CCNF,899
FAM57A,79850
EVL,51466
GPER,2852
EAPP,55837
EXT1,2131
POLE2,5427
C2CD2,25966
ANKRD10,55608
DDX10,1662
CEP57,9702
RAB31,11031
ABCC5,10057
RFC5,5985
HES1,3280
KLHL9,55958
UBE2J1,51465
SLC37A4,2542
NPRL2,10641
PWP1,11137
PLEKHM1,9842
VAT1,10493
KIF20A,10112
CDH3,1001
SSBP2,23635
SNX11,29916
SFN,2810
RFX5,5993
PKIG,11142
FSD1,79187
ATP6V1D,51382
CDC45,8318
EDEM1,9695
USP6NL,9712
NT5DC2,64943
CCP110,9738
STK10,6793
UGDH,7358
SQRDL,58472
HEBP1,50865
ATP11B,23200
CD320,51293
MLLT11,10962
CEBPZ,10153
CBR3,874