clinical cancer research · web viewset 'prc2 targets': polycomb repression complex 2 (prc)...
TRANSCRIPT
Supplementary Table 6A. Top 30 pathways
Normalized Enrichment Score (NES)
False Discovery Rate (FDR) q-value (%)
Rank
Gene Set Name
147
209
214
284
300
301
Mean NES Score
147
209
214
284
300
301
1
BENPORATH_ES_WITH_H3K27ME3
6.433
5.696
5.460
5.097
6.294
5.239
5.703
0.00%
0.00%
0.00%
0.00%
0.00%
0.00%
2
MEISSNER_BRAIN_HCP_WITH_H3K4ME3_AND_H3K27ME3
6.632
4.067
6.572
4.840
4.337
4.987
5.239
0.00%
0.00%
0.00%
0.00%
0.00%
0.00%
3
BENPORATH_SUZ12_TARGETS
5.444
4.363
5.174
5.336
6.365
4.488
5.195
0.00%
0.00%
0.00%
0.00%
0.00%
0.00%
4
BENPORATH_PRC2_TARGETS
4.663
3.522
4.794
4.890
5.058
4.298
4.538
0.00%
0.00%
0.00%
0.00%
0.00%
0.00%
5
BENPORATH_EED_TARGETS
4.332
3.684
4.533
4.778
5.199
4.360
4.481
0.00%
0.00%
0.00%
0.00%
0.00%
0.00%
6
NABA_MATRISOME
4.814
4.477
4.486
4.199
3.890
3.962
4.305
0.00%
0.00%
0.00%
0.00%
0.00%
0.00%
7
MIKKELSEN_MEF_HCP_WITH_H3K27ME3
4.279
4.837
4.784
3.654
3.784
3.878
4.203
0.00%
0.00%
0.00%
0.00%
0.00%
0.00%
8
ZWANG_TRANSIENTLY_UP_BY_2ND_EGF_PULSE_ONLY
4.495
4.910
4.473
2.973
4.051
3.590
4.082
0.00%
0.00%
0.00%
0.00%
0.00%
0.00%
9
MIKKELSEN_MCV6_HCP_WITH_H3K27ME3
4.555
4.522
4.219
3.074
3.770
4.071
4.035
0.00%
0.00%
0.00%
0.00%
0.00%
0.00%
10
MARTENS_TRETINOIN_RESPONSE_UP
3.870
5.305
4.542
3.323
3.417
2.549
3.834
0.00%
0.00%
0.00%
0.00%
0.00%
0.22%
11
MEISSNER_NPC_HCP_WITH_H3K4ME2
6.256
3.910
4.114
2.109
3.341
2.862
3.766
0.00%
0.00%
0.00%
3.28%
0.00%
0.04%
12
MIKKELSEN_NPC_HCP_WITH_H3K27ME3
3.947
4.117
3.911
3.115
3.444
4.022
3.759
0.00%
0.00%
0.00%
0.00%
0.00%
0.00%
13
NABA_MATRISOME_ASSOCIATED
4.442
4.024
3.520
3.724
3.113
3.225
3.675
0.00%
0.00%
0.00%
0.00%
0.00%
0.00%
14
MEISSNER_NPC_HCP_WITH_H3K4ME2_AND_H3K27ME3
3.974
3.281
3.843
3.225
3.046
3.574
3.490
0.00%
0.00%
0.00%
0.00%
0.00%
0.00%
15
MEISSNER_BRAIN_HCP_WITH_H3K27ME3
3.858
4.222
3.406
3.366
2.847
2.984
3.447
0.00%
0.00%
0.00%
0.00%
0.00%
0.06%
16
LIM_MAMMARY_STEM_CELL_UP
4.560
2.995
3.514
3.327
2.232
3.451
3.347
0.00%
0.00%
0.00%
0.00%
2.75%
0.00%
17
MEISSNER_NPC_HCP_WITH_H3_UNMETHYLATED
3.777
3.704
3.737
3.670
2.753
2.079
3.287
0.00%
0.00%
0.00%
0.00%
0.04%
4.34%
18
NABA_SECRETED_FACTORS
3.378
3.431
2.596
3.031
2.436
2.461
2.889
0.00%
0.00%
0.21%
0.00%
0.82%
0.63%
19
DODD_NASOPHARYNGEAL_CARCINOMA_UP
3.857
1.843
2.905
2.182
3.832
2.558
2.863
0.00%
13.07%
0.00%
2.41%
0.00%
0.23%
20
MIKKELSEN_NPC_HCP_WITH_H3K4ME3_AND_H3K27ME3
2.561
2.362
3.647
2.840
2.779
2.540
2.788
0.14%
1.13%
0.00%
0.00%
0.00%
0.28%
21
PEREZ_TP63_TARGETS
3.000
1.821
3.813
2.458
2.961
2.639
2.782
0.00%
13.94%
0.00%
0.65%
0.00%
0.21%
22
NABA_CORE_MATRISOME
2.342
2.583
2.913
3.179
2.835
2.720
2.762
0.63%
0.28%
0.00%
0.00%
0.00%
0.19%
23
REACTOME_GPCR_LIGAND_BINDING
3.523
2.626
3.077
2.967
2.156
2.148
2.750
0.00%
0.29%
0.00%
0.00%
3.57%
3.26%
24
GOZGIT_ESR1_TARGETS_DN
4.057
1.014
2.313
3.541
2.921
2.523
2.728
0.00%
78.56%
1.10%
0.00%
0.00%
0.29%
25
PICCALUGA_ANGIOIMMUNOBLASTIC_LYMPHOMA_UP
3.079
2.215
2.832
2.262
2.965
2.481
2.639
0.00%
2.78%
0.02%
1.68%
0.00%
0.53%
26
WANG_MLL_TARGETS
2.948
2.639
3.224
2.241
2.447
2.007
2.584
0.00%
0.30%
0.00%
1.81%
0.88%
5.68%
27
PEREZ_TP53_TARGETS
2.532
2.973
4.017
1.903
1.403
2.421
2.542
0.18%
0.00%
0.00%
7.59%
39.39%
0.80%
28
WANG_SMARCE1_TARGETS_UP
2.771
1.859
2.404
2.844
2.309
2.394
2.430
0.01%
12.81%
0.65%
0.00%
1.85%
0.85%
29
LEE_BMP2_TARGETS_UP
2.983
2.396
2.272
2.418
2.186
2.198
2.409
0.00%
0.97%
1.22%
0.85%
3.27%
2.43%
30
PLASARI_TGFB1_TARGETS_10HR_UP
3.238
2.505
2.766
2.427
1.649
1.864
2.408
0.00%
0.41%
0.02%
0.80%
23.34%
9.41%
Supplementary Table 6B. Pathway descriptions
Rank
Gene Set Name
Brief Description
URL
5
BENPORATH_EED_TARGETS
Set 'Eed targets': genes identified by ChIP on chip as targets of the Polycomb protein EED [GeneID=8726] in human embryonic stem cells.
http://software.broadinstitute.org/gsea/msigdb/cards/BENPORATH_EED_TARGETS.html
1
BENPORATH_ES_WITH_H3K27ME3
Set 'H3K27 bound': genes posessing the trimethylated H3K27 (H3K27me3) mark in their promoters in human embryonic stem cells, as identified by ChIP on chip.
http://software.broadinstitute.org/gsea/msigdb/cards/BENPORATH_ES_WITH_H3K27ME3.html
4
BENPORATH_PRC2_TARGETS
Set 'PRC2 targets': Polycomb Repression Complex 2 (PRC) targets; identified by ChIP on chip on human embryonic stem cells as genes that: posess the trimethylated H3K27 mark in their promoters and are bound by SUZ12 [GeneID=23512] and EED [GeneID=8726] Polycomb proteins.
http://software.broadinstitute.org/gsea/msigdb/cards/BENPORATH_PRC2_TARGETS.html
3
BENPORATH_SUZ12_TARGETS
Set 'Suz12 targets': genes identified by ChIP on chip as targets of the Polycomb protein SUZ12 [GeneID=23512] in human embryonic stem cells.
http://software.broadinstitute.org/gsea/msigdb/cards/BENPORATH_SUZ12_TARGETS.html
19
DODD_NASOPHARYNGEAL_CARCINOMA_UP
Genes up-regulated in nasopharyngeal carcinoma (NPC) compared to the normal tissue.
http://software.broadinstitute.org/gsea/msigdb/cards/DODD_NASOPHARYNGEAL_CARCINOMA_UP.html
24
GOZGIT_ESR1_TARGETS_DN
Genes down-regulated in TMX2-28 cells (breast cancer) which do not express ESR1 [GeneID=2099]) compared to the parental MCF7 cells which do
http://software.broadinstitute.org/gsea/msigdb/cards/GOZGIT_ESR1_TARGETS_DN.html
29
LEE_BMP2_TARGETS_UP
Genes up-regulated in uterus upon knockout of BMP2 [GeneID=650].
http://software.broadinstitute.org/gsea/msigdb/cards/LEE_BMP2_TARGETS_UP.html
16
LIM_MAMMARY_STEM_CELL_UP
Genes consistently up-regulated in mammary stem cells both in mouse and human species.
http://software.broadinstitute.org/gsea/msigdb/cards/LIM_MAMMARY_STEM_CELL_UP.html
10
MARTENS_TRETINOIN_RESPONSE_UP
Genes up-regulated in NB4 cells (acute promyelocytic leukemia, APL) in response to tretinoin [PubChem=444795]; based on Chip-seq data.
http://software.broadinstitute.org/gsea/msigdb/cards/MARTENS_TRETINOIN_RESPONSE_UP.html
15
MEISSNER_BRAIN_HCP_WITH_H3K27ME3
Genes with high-CpG-density promoters (HCP) bearing the H3K27 tri-methylation (H3K27me3) mark in brain.
http://software.broadinstitute.org/gsea/msigdb/cards/MEISSNER_BRAIN_HCP_WITH_H3K27ME3.html
2
MEISSNER_BRAIN_HCP_WITH_H3K4ME3_AND_H3K27ME3
Genes with high-CpG-density promoters (HCP) bearing histone H3 dimethylation at K4 (H3K4me2) and trimethylation at K27 (H3K27me3) in brain.
http://software.broadinstitute.org/gsea/msigdb/cards/MEISSNER_BRAIN_HCP_WITH_H3K4ME3_AND_H3K27ME3.html
17
MEISSNER_NPC_HCP_WITH_H3_UNMETHYLATED
Genes with high-CpG-density promoters (HCP) that have no histone H3 methylation marks in neural precursor cells (NPC).
http://software.broadinstitute.org/gsea/msigdb/cards/MEISSNER_NPC_HCP_WITH_H3_UNMETHYLATED.html
11
MEISSNER_NPC_HCP_WITH_H3K4ME2
Genes with high-CpG-density promoters (HCP) bearing histone H3 dimethylation mark at K4 (H3K4me2) in neural precursor cells (NPC).
http://software.broadinstitute.org/gsea/msigdb/cards/MEISSNER_NPC_HCP_WITH_H3K4ME2.html
14
MEISSNER_NPC_HCP_WITH_H3K4ME2_AND_H3K27ME3
Genes with high-CpG-density promoters (HCP) bearing histone H3 dimethylation mark at K4 (H3K4me2) and trimethylation mark at K27 (H3K27me3) in neural precursor cells (NPC).
http://software.broadinstitute.org/gsea/msigdb/cards/MEISSNER_NPC_HCP_WITH_H3K4ME2_AND_H3K27ME3.html
9
MIKKELSEN_MCV6_HCP_WITH_H3K27ME3
Genes with high-CpG-density promoters (HCP) bearing the tri-methylation mark at H3K27 (H3K27me3) in MCV6 cells (embryonic fibroblasts trapped in a differentiated state).
http://software.broadinstitute.org/gsea/msigdb/cards/MIKKELSEN_MCV6_HCP_WITH_H3K27ME3.html
7
MIKKELSEN_MEF_HCP_WITH_H3K27ME3
Genes with high-CpG-density promoters (HCP) bearing histone H3 trimethylation mark at K27 (H3K27me3) in MEF cells (embryonic fibroblast)
http://software.broadinstitute.org/gsea/msigdb/cards/MIKKELSEN_MEF_HCP_WITH_H3K27ME3.html
12
MIKKELSEN_NPC_HCP_WITH_H3K27ME3
Genes with high-CpG-density promoters (HCP) bearing histone H3 trimethylation mark at K27 (H3K27me3) in neural progenitor cells (NPC).
http://software.broadinstitute.org/gsea/msigdb/cards/MIKKELSEN_NPC_HCP_WITH_H3K27ME3.html
20
MIKKELSEN_NPC_HCP_WITH_H3K4ME3_AND_H3K27ME3
Genes with high-CpG-density promoters (HCP) bearing the bivalent histone H3 trimethylation mark at K4 and K27 (H3K4me3 and H3K27me3) in neural progenitor cells (NPC)
http://software.broadinstitute.org/gsea/msigdb/cards/MIKKELSEN_NPC_HCP_WITH_H3K4ME3_AND_H3K27ME3.html
22
NABA_CORE_MATRISOME
Ensemble of genes encoding core extracellular matrix including ECM glycoproteins, collagens and proteoglycans
http://software.broadinstitute.org/gsea/msigdb/cards/NABA_CORE_MATRISOME.html
6
NABA_MATRISOME
Ensemble of genes encoding extracellular matrix and extracellular matrix-associated proteins
http://software.broadinstitute.org/gsea/msigdb/cards/NABA_MATRISOME.html
13
NABA_MATRISOME_ASSOCIATED
Ensemble of genes encoding ECM-associated proteins including ECM-affilaited proteins, ECM regulators and secreted factors
http://software.broadinstitute.org/gsea/msigdb/cards/NABA_MATRISOME_ASSOCIATED.html
18
NABA_SECRETED_FACTORS
Genes encoding secreted soluble factors
http://software.broadinstitute.org/gsea/msigdb/cards/NABA_SECRETED_FACTORS.html
27
PEREZ_TP53_TARGETS
Genes up-regulated in the HMEC cells (primary mammary epithelium) upon expression of TP53 [GeneID=7157] off adenoviral vector.
http://software.broadinstitute.org/gsea/msigdb/cards/PEREZ_TP53_TARGETS.html
21
PEREZ_TP63_TARGETS
Genes up-regulated in the HMEC cells (primary mammary epithelium) upon expression of the transcriptionally active isoform of TP63 [GeneID=8626] off adenoviral vector
http://software.broadinstitute.org/gsea/msigdb/cards/PEREZ_TP63_TARGETS.html
25
PICCALUGA_ANGIOIMMUNOBLASTIC_LYMPHOMA_UP
Up-regulated genes in angioimmunoblastic lymphoma (AILT) compared to normal T lymphocytes.
http://software.broadinstitute.org/gsea/msigdb/cards/PICCALUGA_ANGIOIMMUNOBLASTIC_LYMPHOMA_UP.html
30
PLASARI_TGFB1_TARGETS_10HR_UP
Genes up-regulated in MEF cells (embryonic fibroblast) upon stimulation with TGFB1 [GeneID=7040] for 10 h.
http://software.broadinstitute.org/gsea/msigdb/cards/PLASARI_TGFB1_TARGETS_10HR_UP.html
23
REACTOME_GPCR_LIGAND_BINDING
GPCR ligand binding
http://software.broadinstitute.org/gsea/msigdb/cards/REACTOME_GPCR_LIGAND_BINDING.html
26
WANG_MLL_TARGETS
Genes requiring MLL [GeneID=4297] for H3K4me3 and expression in MEF cells (embryonic fibroblast).
http://software.broadinstitute.org/gsea/msigdb/cards/WANG_MLL_TARGETS.html
28
WANG_SMARCE1_TARGETS_UP
Genes up-regulated in BT549 cells (breast cancer) by expression of SMARCE1 [GeneID=6605] off a retroviral vector.
http://software.broadinstitute.org/gsea/msigdb/cards/WANG_SMARCE1_TARGETS_UP.html
8
ZWANG_TRANSIENTLY_UP_BY_2ND_EGF_PULSE_ONLY
Genes transiently induced only by the second pulse of EGF [GeneID=1950] in 184A1 cells (mammary epithelium).
http://software.broadinstitute.org/gsea/msigdb/cards/ZWANG_TRANSIENTLY_UP_BY_2ND_EGF_PULSE_ONLY.html
Supplementary Table 6C. 25% FDR Statistics
Case
147
209
214
284
300
301
Number of gene sets significant at FDR < 25%
760
157
586
530
261
364
Total number of gene sets used in GSEA analysis
3991
3677
3911
3912
3741
3682
%
19.0%
4.3%
15.0%
13.5%
7.0%
9.9%
Supplementary Table 6D. Gene sets overlaps.
Supplementary Table 6E. Gene rank lists.
Case
Rank (epigenetically most activated to least activated)
147
209
214
284
300
301
Combined gene rank list of all 6 cases
1
NCAM1
NKD2
RABGEF1
PBX2
PRAME
POLR3GL
PRAME
2
ZBTB16
CBFA2T3
ELANE
ETV5
SH3PXD2B
C11orf71
PBX2
3
ADCY5
COL5A1
C1QC
RAMP1
HOXC4
SLC8A3
NCAM1
4
NGFR
CACNA1H
EGR1
CABLES1
FAM72B
COL13A1
NKD2
5
ILDR2
LGR6
ALPL
RASD1
GPR153
ANTXR2
RABGEF1
6
FAM167A
LAMA5
SEMA3F
SALL4
TRPM4
NOG
ZBTB16
7
S1PR5
TRIM6-TRIM34
SLC46A1
ZC3H12C
BRINP2
NRP1
ADCY5
8
TBX21
FLRT1
CPAMD8
SV2A
NOTCH3
KIAA1217
CBFA2T3
9
SHE
MFI2
ARHGEF10
LAMA3
MT2A
HMCN1
COL5A1
10
ADAMTS1
FAM58A
OTUD7B
SMOC1
FAM53B
CCDC113
NGFR
11
GPRIN3
KIF26B
KCNN1
LRRC3B
EHD3
TRIM6-TRIM34
ILDR2
12
MAL
PNPLA7
HIC1
CXorf21
EPSTI1
NPR3
CACNA1H
13
TBXA2R
KIF26A
TNF
MPO
FAM20C
PTPRU
LGR6
14
EEF1A2
FBN3
GADD45G
KCNJ2
C1orf53
BTBD8
LAMA5
15
ARHGEF3
ATP5L2
DACT3
CHSY1
RASD2
OSR2
FAM167A
16
SALL1
DLGAP3
F2RL3
MCAM
DGKG
PLCL1
FLRT1
17
MET
ADAMTS10
SPEF2
GAD1
ASGR2
IL11
MFI2
18
APBB1
ADARB2
ADRB1
TMEM136
CSPG4
GUCY1B3
S1PR5
19
BMF
SHANK1
RAMP1
ZBTB7C
IL13RA1
MEST
TBX21
20
AFAP1L1
MYO7A
PRR24
PLVAP
CACNB2
FAM72D
SHE
21
TTC9
GFRA1
MGAT5B
COL1A1
GALNT10
ITGB5
ADAMTS1
22
TOX
SV2A
TINAGL1
BARX2
TNFRSF21
SRGAP1
ETV5
23
SLC26A11
FAM57B
TRIB3
SLC5A3
DDN
PKDCC
TRIM6-TRIM34
24
SEMA4C
RASAL1
PANX2
COL11A2
EMID1
HMGA2
RAMP1
25
OTUD7B
SH3RF3
PRAME
NSUN7
PLEKHH2
NHSL2
GPRIN3
26
UBASH3B
KIF1A
FXYD7
MGAT5B
IRAK3
TLL2
POLR3GL
27
CSF1
ADAMTSL2
BRD2
POU4F1
PI16
ZNF471
MAL
28
P2RX5
DPEP1
GALNT9
GPR176
PRKCA
SLIT2
TBXA2R
29
PRKCQ
DLGAP2
GJC1
SSTR2
CXCR3
GDF6
CABLES1
30
CAMK4
BLNK
TNFRSF6B
FLT1
SYNJ2
KCNK12
EEF1A2
31
GPR68
HTRA3
MAK
ARHGAP29
AGPAT9
STAC2
AFAP1L1
32
CYTH4
SYT15
CXCL12
APBA1
GPR176
MKX
RASD1
33
B4GALNT4
TNFRSF18
ANO1
CDS1
RGMB
TCTE1
SH3PXD2B
34
UBXN10
RAI1
CRABP2
ACSL1
SARM1
BMPR1B
ARHGEF3
35
SNX9
C1orf159
LNP1
C19orf59
SRGAP3
ZIC2
KIF26B
36
SLFN5
ARHGEF4
DMWD
PRRT2
PPFIBP2
GDF10
HOXC4
37
PRDM15
RADIL
KCNA5
RAB40B
VCAN
PRDM8
SALL1
38
PRDM1
ABLIM2
OLFM2
QSOX2
ASB16
MRPL30
SV2A
39
MARCH9
PDE9A
KCNJ2
ID3
SLFN5
VAV3
MET
40
PRSS23
MGAT5B
GLCE
ITGA11
VDR
HECW2
FAM58A
41
PLEKHF1
ASB16
TRIM6-TRIM34
HVCN1
CD109
ARHGAP29
APBB1
42
COL24A1
SYT5
PLEC
MYB
ZNF584
RORB
BMF
43
HPSE
MFAP2
SERPINE1
THSD7A
NBEA
DNAH3
TTC9
44
KCNA3
PITPNM2
PHF16
SOX11
PTPRF
C16orf52
SEMA4C
45
TFEB
FOXO6
ABHD8
APOLD1
ZNF788
PRKG1
FAM72B
46
MCAM
CASKIN1
JUND
GTF2H4
UPK3B
ZNHIT3
KIF26A
47
SYTL3
CHTF18
SNX33
SMAD3
AR
HTR7
UBXN10
48
PKDCC
LRRC4B
KIF26A
FAM3C
IRAK1BP1
WNT9A
PNPLA7
49
AMIGO2
PFKL
SMAD6
BMP3
RAMP1
PDGFB
ATP5L2
50
DUSP8
FBLN7
INHBB
FAM159A
TMEM67
NTRK2
FBN3
51
GIMAP6
IQCE
PTPRG
ST8SIA5
ANKH
NRCAM
TOX
52
SPON2
TRABD
CDHR1
SECTM1
PLVAP
EGR3
ADARB2
53
ITGB3
DPYSL4
FGF18
PDE9A
PRAM1
GAD2
SALL4
54
ADAMTS10
FAM69B
CCDC74A
SLC44A3
S1PR5
KCNJ5
ZC3H12C
55
PVRL3
GPSM1
HEY1
LRRC32
SYCE2
DGKG
ADAMTS10
56
ARL4C
WNK2
ASPHD1
KIT
SECTM1
NDRG4
SHANK1
57
NPY
PTPRN2
KCNK4
RAPGEF4
C17orf51
RAB36
SLC26A11
58
FAM109A
TCERG1L
MAFA
IL3RA
DDX60
LRRC37A3
MYO7A
59
AK7
TIMP3
C21orf128
IVNS1ABP
ZNF175
IGFBP5
HPSE
60
RASSF8
VGF
HSPA1L
TRIM24
RSPH4A
RBPMS
DLGAP3
61
SETBP1
FXYD7
FSTL4
CREM
TMCC3
HDAC9
C11orf71
62
PLA2G16
WDR90
RASD2
BMP2
DOCK4
EPB41L4B
PKDCC
63
BMP2
NEIL1
SOAT2
CHST11
ZHX3
TINAGL1
SMOC1
64
FAM83G
AHNAK2
GJB2
NPTX1
KIAA1614
GPC3
LRRC3B
65
CALHM2
FSTL4
IER2
PRSS57
IFITM5
SEMA6A
GFRA1
66
ISM1
LPPR3
ADORA2A
SPINK2
LHX4
VWA5B2
UBASH3B
67
ABCD2
CACNA1C
UBTD1
SLC2A5
ZNF23
SPRY4
CSF1
68
MFNG
KCNJ12
KCNH3
RAB3B
FRMD5
MYO7A
P2RX5
69
THBS1
TNK2
TMEM231
TMEM150B
ZNF429
GPR176
PRKCQ
70
EXOSC4
PLEKHG5
FAM43A
HGF
ZNF280B
HABP4
PLEKHF1
71
COL19A1
KCNJ5
CSF1
PCDH18
SYNC
GFOD1
COL24A1
72
TBC1D2
FLNC
NUMBL
C6orf25
CEBPA
BAALC
CAMK4
73
EOMES
CELSR1
JUNB
CTBP2
SCN1B
CCL3L1
GPR68
74
EPHA4
PCBP3
SYT2
TMEM200A
GOLM1
SARM1
GAD1
75
THBD
C21orf2
MN1
BCL6
PLCB1
TGFB2
CYTH4
76
SMAD6
PALM2
PADI2
INSC
ATP2A1
SDC3
BRINP2
77
IL27RA
MCF2L
ZC3H12C
CSRP2
ZNF778
CHRNA7
TRPM4
78
NMUR1
ECEL1
CEBPE
GZMA
NME9
ATP8B1
RASAL1
79
LDLRAP1
SCN5A
LRRC32
BMP6
SLC6A4
TMEM229B
C1QC
80
DPF3
KNDC1
GADD45B
ATRNL1
PLIN4
AAK1
ZBTB7C
81
NBL1
PQLC2
GAD1
RNF182
RNF144A
MEIS2
NOTCH3
82
SEMA3F
OBSL1
ANKRD11
ARL11
OPN3
FANCM
SNX9
83
CTSL
COL22A1
RARA
NOG
SMPD3
SEZ6
LAMA3
84
FYN
TBC1D16
PIM3
CD9
LTB4R
NRP2
OTUD7B
85
PTPN13
DNAH11
BACE2
ST3GAL1
EEF1A2
C10orf25
SLFN5
86
SLC2A6
FIBCD1
LRRC16B
GADL1
PARD6B
LRP4
SH3RF3
87
BIRC3
MYPOP
SLC35A2
ETNK2
SYTL2
ZNF234
PRDM15
88
SPOCK2
SELO
VASN
NPC1
TNFSF9
FAM98B
CXorf21
89
AMIGO1
TMCC2
CDKN2B
ZNF311
LOXL4
FHOD3
COL11A2
90
MAF
BCL9
TMEM201
RCBTB2
RBPMS
TET1
PRDM1
91
KLF15
CCDC125
MZF1
DACT3
WIPI1
TMEM132B
FAM57B
92
TCF7
LCN6
BGLAP
BTBD11
SLC1A4
POU4F1
MARCH9
93
SIT1
EXD3
FHDC1
BTN2A2
FGFBP2
TMEM136
ELANE
94
SYTL2
JAG2
GAS6
LUC7L2
VSTM5
RCBTB2
GPR153
95
CD40
DGAT1
NR4A1
FAM110C
PDE1B
FRMD3
B4GALNT4
96
LEPROTL1
COL18A1
THBD
FAM150B
SEL1L3
SLC4A7
PLA2G16
97
LRRC16B
KRBA1
PITX1
KIAA1257
ZNF287
USP54
ITGB3
98
FAM110C
DDR1
SLC32A1
EFNA1
TBC1D8
F2RL2
HTRA3
99
GATA3
IRX1
HES6
PCDHB7
CAP2
KCNK3
MT2A
100
INPP4B
ANK1
IL17D
HSPA1L
ZNF577
GRIN3B
MPO
101
FLNC
KIAA1199
C9orf172
CNOT6L
LRP1
ZNF790
ISM1
102
S1PR1
ZSWIM4
SLC5A3
TBC1D8
ELMOD2
RHBDF1
RAI1
103
SLC16A6
RHBDL1
WDR53
IFITM5
PROX2
AOC2
C1orf159
104
IRAK2
COL9A3
KCNK17
TNFRSF11A
EGR1
C2CD2
ARHGEF4
105
C3orf52
KCNK9
DEFA4
FZD6
CDH11
FAM3C
GPR176
106
HPCAL4
IGF2BP1
SERPINE2
ZHX2
ABCA3
COPG2
MCAM
107
GFPT2
DNAJC22
GATA2
PRKAB1
TMEM59L
FGF2
SSTR2
108
ACPL2
NINL
IL21R
CECR6
KIAA1045
CYB5D1
RADIL
109
RORA
HEYL
EFNA5
PDGFRB
EPHB2
PANK1
SLC8A3
110
DGAT2
SVEP1
APLP1
BCAM
FRMD3
FAM69B
COL19A1
111
PDLIM1
VWA1
COL6A1
ZFP14
CYP2U1
ARHGAP42
EGR1
112
C11orf24
DPY19L4
COL11A2
PPP1R16B
PSD3
DOCK10
KIF1A
113
C1QL3
TTYH3
GRB7
TUBB3
CDK5R1
RFXAP
KCNA3
114
IL10RA
GPR153
PTX3
MFGE8
XYLT1
MMP15
MGAT5B
115
PLEKHO1
SHISA9
LTF
NTRK1
VMO1
PPFIA4
SETBP1
116
HS3ST3A1
ZCCHC18
C1orf200
CORO6
TUBB6
NRXN3
KCNJ2
117
BNC2
ZMYND10
CCDC28B
VEZT
BTBD9
BTRC
PDE9A
118
NRP2
ADAM11
FMOD
EPAS1
PPP1R1A
ZFHX3
TFEB
119
SYNGR3
SCARF2
CBX6
FERMT2
TSSK3
NUAK1
ALPL
120
PDGFD
COL4A1
A2M
ZNF704
PGBD2
MOB1B
CHSY1
121
ULK2
PTPRS
CBX4
TNFRSF9
USP2
GIMAP8
ABLIM2
122
KLHL14
KLHL30
TOB2
ADARB2
AHNAK2
MYB
TNFRSF18
123
CMTM3
NEU4
CACNA1G
GSTM2
CDH23
EMID1
DPEP1
124
DUSP5
SLCO2A1
SYDE1
ADORA2A
TMEM231
ZNRF3
COL1A1
125
SEMA4B
PEX11B
PDE4C
LMO2
WFS1
WNT2B
SYTL3
126
RAP1GAP
WBSCR17
LHX2
HLX
COA5
HEY1
SYT5
127
PCNXL2
RABEP2
SOBP
GATS
BSN
ELOVL6
BLNK
128
FST
TONSL
IGFBP2
VASH2
OPLAH
CNNM2
MFAP2
129
EMP3
SCARF1
KIRREL2
SACM1L
LRP11
STC2
PRSS23
130
ENPP5
SCN1B
PRKCG
C5orf20
CHD5
GPC4
PVRL3
131
EHD3
NR2F2
KCNMA1
TNFSF4
RCAN1
SMAD3
PITPNM2
132
RNF165
NKAIN3
SCGB3A1
ZBTB26
GLI3
RET
CHTF18
133
PRKACB
ZBTB46
SYNDIG1L
ROR2
C8orf37
C12orf68
RASSF8
134
VMO1
SLC9A5
CLDN6
GP9
NCOA5
CLDN6
F2RL3
135
MYOM2
AGRN
ADSSL1
UBE2F
ARL6
PPP1R14C
SMAD6
136
KIF5C
KIAA1614
ARC
TNXB
MANSC1
COL15A1
PFKL
137
MPP6
PKMYT1
TRNP1
CRIM1
FAM58A
TRNP1
FAM20C
138
TRIM8
TP53I13
NR4A2
PCGF2
ZSWIM5
PRSS27
AMIGO2
139
RAB7L1
RET
KLHDC7A
TRH
HPGD
PGF
BARX2
140
FAM150B
CNTN1
IFITM10
LILRB1
AQP11
EXPH5
LRRC4B
141
ELOVL6
ASS1
N4BP3
FSTL4
RNF175
GPRC5A
DUSP8
142
EPAS1
RPRML
SEMA7A
ATAD3B
C10orf88
FGD6
TRABD
143
GNA15
ZNRF1
VAV2
F13A1
RDH10
SLC5A3
GIMAP6
144
MAGEF1
ADAMTS7
RGMA
NPR3
KLHL29
SERPINE1
TMEM136
145
ACE
DPCD
FFAR3
FGD4
FKTN
ANKRD16
WNK2
146
UST
HSPG2
FAM83D
MAPK8
FXYD7
NME2
APBA1
147
C17orf100
GTF2IRD1
SPARC
CTSO
PRRC2A
CDS1
148
RCAN1
RAMP3
E4F1
ALAS1
ZNF699
IER5L
SPON2
149
CCDC88C
ZNF391
CKAP4
ERO1LB
GRK5
RFX7
WDR90
150
SFXN1
TNFRSF6B
MMP17
SLC43A2
PPM1L
POU3F3
PLVAP
151
EGR2
PLCXD1
LRRC20
MTSS1L
TBC1D9
PEAR1
NEIL1
152
RING1
ZNF785
RAB20
ZNF322
GPR157
PTGS1
SEMA3F
153
EBF4
AZI1
KNDC1
KIRREL
KIAA0513
KIAA1549
KCNJ12
154
CD93
GCGR
PFKFB3
PLD6
EPPK1
TMEM204
KLF15
155
PRDM8
ASCL5
DDN
BSPRY
DGKI
METTL12
ARL4C
156
C12orf75
RHPN1
C19orf60
DEF8
DCAF4
ZNF641
ADAMTSL2
157
NFATC2
ZNF423
NUDT8
JARID2
SLC9A5
FAM124A
SYT15
158
HAPLN3
MEGF8
SDC3
CNOT2
RET
IRAK1BP1
ABCD2
159
SECTM1
SLC26A10
CABYR
NDRG4
LRRC16A
ZNF584
FBLN7
160
LRP1
ANKRD33B
COL4A2
NOS1AP
GNAL
DCHS2
CALHM2
161
CYP1A1
ATP2B3
NECAB3
TGIF2
ZNF879
LPIN2
C21orf2
162
ZNF563
ARPP21
GLRX5
C5orf15
RAB40B
ZNF37A
SLC46A1
163
MYBL1
TTC28
NTNG1
SESTD1
PPP1R3E
ALCAM
DLGAP2
164
PLEKHA1
TLL2
CYTH3
STRN3
ZMAT1
MLC1
FAM83G
165
ZNF792
NRXN2
PCSK1N
PROKR2
CILP2
CCND1
CASKIN1
166
RAB27B
KCNC4
EPHA7
GPD2
CD99L2
PPP1R9A
C1orf53
167
PERP
BOK
FOS
TBX15
PDZD7
VGF
LPPR3
168
CPNE5
ASPSCR1
NR4A3
IL1B
CD302
GPR68
KNDC1
169
PPP1R9A
DPF1
PGLYRP1
PTPN7
CLGN
PRR7
FAM109A
170
TP53INP1
INSC
BRF1
TIMP2
XXYLT1
PTGDR
CPAMD8
171
SKIV2L
DPYSL5
KIFC3
CDH4
LAYN
SCNN1A
NMUR1
172
YIPF1
PIDD
CD177
FAM72A
KCNAB3
RPP21
TIMP3
173
TNFSF14
NDRG4
TBC1D9
ACVR2B
C12orf61
MAPK14
VGF
174
SMAD3
AS3MT
GPR157
SLCO4A1
PAIP2B
KIAA1161
FXYD7
175
KCNJ11
PITPNM3
IRF8
TRAPPC6B
BACE1
SPRED3
NPY
176
FAM69A
WSCD1
ELL
SRSF12
TCF7L1
KLHL29
PQLC2
177
FAM53B
RAB11FIP3
TLR9
TMPRSS3
ZMAT3
AK4
EXOSC4
178
FXYD7
IL4I1
ISM1
FBXW11
ZNF780A
EBF3
AK7
179
RELL2
C21orf128
HECW2
YWHAG
PAPD7
CDK7
PALM2
180
PRKCH
ERG
FAM196A
TFAP2C
ABLIM2
MXRA5
TBC1D16
181
RSPH4A
FAM132A
SH2B3
SHISA2
CPVL
CACNB2
ASB16
182
IFITM1
PTPN21
TGFB1
EPHB3
MCTP1
MAML1
CACNA1C
183
TBC1D30
GRIN2D
SPRED1
TINAGL1
RAPGEF4
CACNA1C
FAM53B
184
ITGB8
PIEZO2
CDC42EP4
NDRG1
C1QL3
CADPS
ARHGEF10
185
PDE9A
FBLIM1
GJB6
DNAJC7
PLAG1
ELOVL2
SLC5A3
186
MT2A
KANK2
STARD10
LIF
C19orf26
PDE9A
PRRT2
187
C1orf21
AGT
DYNLL1
IRX1
BIVM
ITGA11
MCF2L
188
IRAK3
FAM129C
BTBD11
RCOR2
BBS5
ABTB2
GPSM1
189
LAYN
SDK2
METRNL
ARHGEF25
PCDHGA11
PLAG1
BMP3
190
COL6A1
CRTC1
LIF
ARPP21
LANCL2
SHISA7
LDLRAP1
191
STAG3
PIGQ
SYNJ2
H1F0
BRCC3
FAM135A
NSUN7
192
ADAM19
SLC34A3
SNAI1
DSCAM
FCHO2
P2RY11
BMP2
193
SH3TC1
PACS2
EPHB4
B4GALT1
MEIS3
ZNF621
TBC1D2
194
CXCL16
TNXB
MED26
SERPINE1
HSPA12B
TBC1D8
IQCE
195
SHISA9
VWA5B2
LIMS2
LGR5
COL2A1
PRAME
DPYSL4
196
RGL1
LRRC15
CCND1
DGKD
ILDR2
LRRC8D
FOXO6
197
TEAD4
ZNF432
JOSD2
GATSL3
PGBD5
KIF16B
MYPOP
198
ZBTB4
CALN1
FGF9
PADI2
HDAC4
PCSK5
SELO
199
PWWP2B
DBH
BEAN1
PRKX
SREK1IP1
KCND1
CCDC125
200
PRF1
WDR86
MPST
FADS1
ZNF18
DHX33
TMCC2
201
DOCK9
DTX1
HDHD1
PRAME
SLC25A42
CTHRC1
JAG2
202
TRERF1
FAM19A5
MAMSTR
TBL1XR1
SNTB1
GALNT14
MFNG
203
MOB3B
REXO1
KAL1
ZNF345
SKIV2L
CYB561
FIBCD1
204
CDC42EP3
TBCD
TADA2B
GPR132
ST7
HIP1
CELSR1
205
KIAA1147
PLEKHD1
IFFO2
PALM2
ZNF354C
SHC4
SLC2A6
206
PRMT6
F2RL3
NFATC1
RGL1
GAN
PBX2
DPF3
207
DRAM1
SLC6A7
LTB4R2
RAPGEF1
PTCHD2
CST6
KRBA1
208
KCTD17
MICAL3
LRIG1
LGR6
TBXAS1
ZNF69
LRRC32
209
TMEM200A
DOK3
CD248
LMCD1
TTLL6
EARS2
FSTL4
210
C16orf54
ARHGAP8
BHLHE40
PTX4
UTP20
ADAM19
EHD3
211
ARHGEF40
LINGO3
STARD13
MMP14
SLC2A13
KCNQ3
THSD7A
212
ARID3B
NOXA1
HIVEP3
TMEM100
NPDC1
CREB3L2
NBL1
213
MAST4
SNTG2
RHOV
PCDHB8
PRMT3
CDKL2
ZSWIM4
214
AKAP5
ZNF512B
TLCD2
GATA2
NEGR1
PANX2
POU4F1
215
AGAP3
ATP2B2
EGR3
KDM5B
RALGAPA2
ZNF528
DGKG
216
COPG2
CACNG6
FBXL16
GBP4
FBXO4
IVNS1ABP
ASGR2
217
GPRC5C
MYBPC2
SPIRE2
WNT11
ZBTB46
TBL1X
TCERG1L
218
ATP2B1
EMX1
TPRA1
KLHL5
ACVR2A
ANKH
RHBDL1
219
CCM2
PPP1R37
CSRNP1
DIXDC1
COL11A2
ZNF594
AMIGO1
220
ZNF268
CENPM
KLF10
TTLL9
IMPACT
ABCA1
KIT
221
RNF125
LRRC56
TRAF4
FAM69B
SYT2
DDX10
COL13A1
222
GPRIN1
CLSTN2
GPRC5C
CCL3
SMAD9
TUBA8
EPSTI1
223
TIGD6
GNG7
SLC6A12
IRS1
ANTXR2
THSD7A
FAM69B
224
GIMAP1
CCDC154
CALCB
ZNF620
NXN
HOXA11
COL9A3
225
ARNTL
TRIM2
VENTX
ANTXR1
TTC8
IPO11
COL22A1
226
RNF219
CES3
EEPD1
RBM24
LRRC6
FGF9
PTPRN2
227
CALCB
INTS1
PLEKHN1
FLNC
RGMA
SFXN1
AHNAK2
228
SYDE2
KDM4B
PRKAR1B
PAPD7
ZNF470
SPG20OS
THBS1
229
ZFYVE9
JMJD7-PLA2G4B
RGS14
SLC35E3
KLHL3
LRFN2
TNK2
230
S1PR2
PPP2R3B
FAM110C
ZNF629
CACNA2D4
C16orf45
DPY19L4
231
SNPH
SH3TC1
TMEM238
BUB1B
THSD7A
SLC26A2
NINL
232
FAS
PLXNB2
ARHGDIA
ACP1
FAM83D
ZNF879
KCNJ5
233
ATP1B1
LZTS2
GMEB2
IRF2
FUT3
TIGD4
PCBP3
234
DCBLD1
CSPG4
SCRIB
HLA-F
NMB
CASC1
PTPN13
235
PPP1R14A
OR52N5
FOSB
PYHIN1
ANKLE1
GAB1
RASD2
236
PCDH17
HDAC4
TNRC18
PPAN-P2RY11
ZSWIM3
ATP9A
CD40
237
EDNRB
ANKLE1
NIPAL1
C3orf52
ZNF853
SLC22A11
HMCN1
238
TMEM176B
TMEM189-UBE2V1
NPY
HUNK
SDK1
ADORA2A
TTYH3
239
FLVCR2
GRIN2C
RASSF5
DHRS3
KCNK9
PBOV1
FAM3C
240
TNFRSF1B
MEGF6
MESDC1
TGFB2
WDR35
DGKH
GTF2H4
241
MEIS2
ADAM33
TGFA
SH3RF1
CYP1A1
SETBP1
PLEKHG5
242
C20orf112
GJD3
LSM7
COL24A1
RGPD5
PLCG1
SHISA9
243
FUT5
APOE
MARCH2
TMEM38A
TMEM117
SH3PXD2B
MAF
244
SIDT1
ARL5C
SNX21
RET
KLF12
HHIP
IGF2BP1
245
ATP2B2
MEX3D
GET4
SLIT1
CMC1
ANKS1A
DNAJC22
246
KLHDC7B
AKR7A3
TRABD
WIPF1
ZFP2
ABCA5
ZMYND10
247
F3
SCUBE1
BLCAP
HTR3A
VASH1
PLEKHG2
FLNC
248
ZNF165
MAN1C1
DEXI
AMPD3
ABL2
SNX33
PTPRS
249
HECW2
HAAO
ATP6AP1
INHBB
TMEM163
ZNF221
GATA3
250
GDF7
CC2D1A
RTN4R
DAXX
SLC46A3
YIPF6
IL13RA1
251
KREMEN1
SHANK3
FSCN1
RCAN1
AGPAT5
SLC9A5
OBSL1
252
HMOX2
PPAPDC3
PIP5K1C
ZNF3
GPAM
TTC21B
SPINK2
253
SBK1
KIF18B
JUN
SPAG8
ERCC6
CDH19
EPHA4
254
ZNF558
KIF7
SDK2
PTH2
PGAP1
EFNB3
C19orf59
255
GBP2
UMODL1
SETD1B
FAM124A
TMEM170B
ADAMTS10
DGAT1
256
MMP11
GGN
APBA1
ASTN1
CDC42BPB
ZC3H12C
FYN
257
CTHRC1
LMOD1
HSD3B7
HSPB8
ERCC4
C18orf54
FLT1
258
SGSH
FGF17
MKNK2
CCDC64B
NEO1
CNOT6
INPP4B
259
SRXN1
KANK3
WNT9A
C21orf128
MGAT5
STON2
SCN5A
260
ITPRIPL1
LRP5L
ID3
HMX3
FAM89A
PDCD1
ARHGAP29
261
TTC22
CORO2B
FAM167A
RHCE
ZFYVE21
PTBP2
THBD
262
SNTA1
PRR12
HOMER2
TAF1A
C15orf41
ZC3H6
IL27RA
263
METTL7B
ANO1
IKBKE
ADIPOR2
C1orf106
LCA5L
EOMES
264
TSPAN13
DMKN
PLCD3
AURKB
SLC22A5
PCSK6
ITGA11
265
HOXA1
POU5F1
CITED4
DOCK4
MINPP1
AHNAK2
ACSL1
266
CD97
TSPAN9
TMEM184A
ENDOD1
TMEM2
YPEL4
SLC44A3
267
WDR86
LY6H
CDR2L
MAG
SCRN3
ZNF485
CACNB2
268
CCDC136
LPHN1
BAHD1
GAS2L3
GLRA2
GADD45G
GALNT10
269
CCDC102A
HIP1
NFE2L1
RCBTB1
TGFBRAP1
CMKLR1
TONSL
270
ZBP1
POMT1
OXCT2
KIAA1549
SDC2
LCORL
ECEL1
271
RGS10
MAG
APCDD1
AMN1
GSTO2
ACE
RAB40B
272
IGFBP4
ATP2A1
LRRC45
AMOTL1
AK4
MDN1
GFPT2
273
BAALC
KAZN
BIRC7
CLEC11A
ZNF251
ZNF720
ZBTB46
274
RAMP1
CELF3
HLA-F
AUTS2
SFXN5
LPO
LRRC16B
275
GRAMD1C
C21orf58
CCDC144NL
PLK2
NIPAL3
DPF3
SLC16A6
276
IL12RB2
NKX6-3
MAFF
GKAP1
YIPF5
SNX27
C6orf25
277
NUAK1
RPH3AL
C22orf34
CLK4
LPIN3
F3
SLC9A5
278
IFI30
FLYWCH1
VWA1
CASP3
CA14
RARB
DDR1
279
TSPAN9
SARDH
ZNF620
CHST15
ZNF578
FLT1
COL18A1
280
ZNF286A
MXD3
SPRED2
GRB7
DPCD
RAB27B
BCL9
281
TCEA3
C1QTNF4
PQLC2
ANKRD29
PCYT2
ETV5
LCN6
282
PLCXD2
TRPM2
ADAM8
ACHE
DCHS2
GPR63
CTSL
283
PRTG
DSCAML1
SAMD11
ARHGEF7
SLC32A1
BCL11A
QSOX2
284
PARP8
SH2D5
FCHO1
YPEL4
KSR1
FKTN
KIAA1199
285
EXTL3
EEF2K
LAMA5
SOD2
VSX2
C3orf52
ZNRF1
286
CD226
ATN1
NEGR1
NOS2
ZNF582
ARL10
DNAH11
287
IL2RA
FBXW9
C10orf54
CCDC93
SPRY4
MEIS3
SIT1
288
NEIL2
HSPA4L
MEGF6
DDX5
MBLAC2
SCARF2
SCN1B
289
KIFC3
ZNF696
METTL2A
SLC37A4
ST7-OT4
RERE
NR2F2
290
SPATA13
CLCN7
LINGO3
CALCB
SLC30A4
KIF7
NKAIN3
291
EIF5A
GPR173
TMEM222
KCNE3
UPP1
PREPL
EXD3
292
PBXIP1
ZDHHC24
ENDOV
CHST3
CLU
RFX3
IRX1
293
STAT4
CHADL
CDH23
GNG12
TMEM177
C1orf145
TCF7
294
NCKAP1
MYO15A
KSR1
SYNC
GLIPR2
LOXL4
FAM159A
295
AXIN2
HMX2
BCL9L
JRKL
SLC25A15
ZNF491
KCNN1
296
ATXN1
ATAD3B
TRIM65
ALOX5AP
SLC16A10
SLCO3A1
SYTL2
297
SAMD14
LRP5
FZD4
ZBED1
ASB13
ZFHX2
HSPG2
298
FZD3
P2RX2
PARD3B
UBL3
APOLD1
KIAA0196
BIRC3
299
MRFAP1L1
SGK223
IGSF3
PTGIR
CXCL16
ARNTL2
LEPROTL1
300
MTSS1
ADCY4
DNAH2
STON1-GTF2A1L
RPS6KA2
CHGA
ID3
301
TRIB2
CYP4F11
PTRHD1
PLXND1
RFTN1
BEGAIN
TNFRSF21
302
FCHO1
TCTE1
SERTAD1
HMGB1
PCDH12
NAA25
ANK1
303
TAGLN2
SSTR2
ZG16B
ANAPC10
B3GNT4
TTC30A
GTF2IRD1
304
PHF1
DRGX
SELO
BTN2A1
FHOD3
ADC
DPCD
305
TRPV2
SPRED3
AHDC1
PER2
ITGAX
LCLAT1
C1QL3
306
TMEM169
PPP1R13L
CITED2
CYGB
C6orf25
TNIK
RAP1GAP
307
CYB561
TMEM8A
CA14
HRH2
NAPEPLD
PKD2
INSC
308
LDOC1L
ZIC2
EPB41L1
MRPL49
SPRED3
SUFU
ZNF785
309
HMOX1
DRD4
ABTB2
HHIP
FAM78A
SPDYA
PLCXD1
310
C1orf95
SLC17A6
SIVA1
SYTL2
PAM
POU2F1
ZNF423
311
DCHS1
SYNDIG1
PRR7
AK7
ZNF594
DGKE
ANKRD33B
312
KIR3DX1
TMEM59L
SNAP47
C17orf80
HGSNAT
PIBF1
CSPG4
313
OCA2
EPX
NOTCH1
SLC8A3
ATMIN
TSHZ1
MEGF8
314
PDE4A
RHBG
CCDC85B
DDX17
TMEM5
PPARGC1B
EMID1
315
FGL2
MMD2
RAB11FIP4
ZBED5
FN3KRP
SLC25A27
CNTN1
316
KCNN1
OSR1
SNX24
AKAP12
RBMS3
SETD5
ASS1
317
SGSM1
SLC25A48
IRF2BP1
MSH2
MYO7A
KIAA1244
RPRML
318
ARID5B
SOX17
MAN2B1
DEPDC1
WNT10B
NAPEPLD
HEYL
319
HIVEP3
LMO1
STAB1
KIF20A
MAN2B2
ADAMTS7
HPCAL4
320
CCDC107
PGBD5
F3
KCNK17
TBR1
LRRC27
ASPSCR1
321
PFKP
C9orf50
KCNH2
CSNK1D
APCDD1
PLEKHA3
HGF
322
PLXNB2
C10orf67
CNTD2
HIVEP2
PGM3
ZNF433
ZNF391
323
CUX2
RIPK4
TLE3
BUD13
GGN
ZNF75A
RHPN1
324
TRIM47
LHFPL5
FAM86C1
NPY
CHRNA7
ADCY6
SPOCK2
325
FKBP11
C15orf59
FAM132A
TCL1A
HOMER3
MED31
HVCN1
326
TIGIT
SP9
NT5M
COQ7
MAST4
ST3GAL1
PANX2
327
FAM102A
CYFIP1
ATP6V0B
HIST1H2BF
ITPR2
BRD4
PLEKHH2
328
NRP1
INPP5E
C12orf44
PTTG1
DPP8
PRDM15
DGAT2
329
TRAF1
PCDHGC3
SFT2D3
FAM122A
DHX35
LRRD1
TLL2
330
CAMK2D
GNB1L
PHOSPHO1
LRP4
CRIM1
ARHGEF16
KCNK9
331
HDAC7
CDR2L
ID1
ITPKC
XYLB
WRN
NDRG4
332
VGF
GPR83
ADRB2
MED9
CHRNA3
LGR5
C11orf24
333
CHN2
RTN1
XIRP1
RABGEF1
AGGF1
SPAM1
ARPP21
334
CD52
MSX1
ARRDC2
WDR66
FITM2
TNRC6A
HS3ST3A1
335
SFXN3
RBPMS2
CACNB1
WNT9A
DNM3
POU3F2
MYB
336
SHANK1
CREG2
GNAZ
KANK2
MAP2K1
MAPK8
PDLIM1
337
CD109
MN1
PTMS
PTPRE
KCNMB4
SNAI3
TMEM150B
338
EREG
NPAS1
GAB3
ZNF200
URB1
TANC1
UST
339
MLLT3
NES
TFEB
DGKE
DPYD
ZNF2
C17orf100
340
GPD1L
CCDC61
DAPK2
H1FX
ITGAV
ANKRD28
S1PR1
341
DFFA
SBF1
CA2
ZNF660
KCNIP4
SRCIN1
IL4I1
342
BLK
CDC42BPG
CCNA1
TMEM155
PLEKHH1
MSX1
ERG
343
RNF182
MYO18A
ARMC9
ELL2
ABCC10
VWC2L
RAB11FIP3
344
IFT43
SEMA6C
RHEBL1
EBF3
RAB42
KDELR3
NRXN2
345
PLEKHA7
PPFIA4
RAB26
SUOX
ZNF132
PSEN2
KCNC4
346
OXCT2
MRPL41
GNA11
B3GNT5
EFEMP2
SFT2D3
BOK
347
DHCR24
PTCHD2
B3GNT4
TMEM86A
SIGLEC9
AGFG2
ADAM11
348
FKBP5
CDH4
BCL3
C19orf77
CNTNAP1
PTCHD2
SVEP1
349
FAM69B
IL9R
NINJ1
MX1
MANEA
ARAP3
VWA1
350
RBPMS
INF2
NAB2
CENPA
PRKX
MON1A
KLHL30
351
RHOBTB3
CXCL12
MAP2K3
PRSS50
CEND1
C1orf101
PITPNM3
352
SGMS1
RAD9A
NDST3
COX8C
QRFP
LRP6
RNF165
353
GTF2E1
RND2
PRTN3
AGPAT9
PDE5A
WDR96
SYNGR3
354
TMEM176A
NARFL
ZFP36
ENTPD4
SCARA3
SPRED2
KANK2
355
RNF157
REXO4
BASP1
ZNF154
ZNF563
URB1
SOX11
356
IKZF1
DENND2A
R3HCC1
TRAPPC2
HS3ST3B1
ZNF275
IRAK3
357
CD3E
LTBP3
ZNF576
MTIF3
ITM2A
CREG2
ANTXR2
358
COPZ2
SORCS2
CAPN5
IQCC
TESC
AUTS2
ENPP5
359
EPB41L4B
TP53I11
AGPAT1
RFTN1
TPPP3
MMP28
NPTX1
360
PPP4R4
GLTSCR1
SEPT9
SH2B2
TREX2
RBL1
FAM129C
361
FRAS1
SIN3B
TNS3
TSG101
ICMT
PLEKHA8
ACPL2
362
ANKRD31
RPS6KA2
ZNF668
UBTD1
SSH1
MLH3
APOLD1
363
HMGA2
TSC2
PER2
ZNF566
ALDH1L2
EXOC1
PEX11B
364
PLEKHH2
TPM2
CFD
PCDHGB4
OSBPL6
RTTN
NEU4
365
CPXM1
C16orf59
ZFAND2A
C10orf10
ISM1
ZCCHC18
SCARF2
366
SPIRE1
AJAP1
TMEM151A
TMPRSS15
ICAM5
ANGPTL2
BRD2
367
MAFF
MICALL2
SAMD10
F11R
HPN
LAMB1
PI16
368
RGS9
TNFRSF13C
GNA12
FKBP10
SERPINB6
MAP3K4
RABEP2
369
PLA2G15
DZIP1
CLN8
HCFC2
BARHL1
ZNF251
KIAA1614
370
ITGA2
ARHGEF17
FBRSL1
ITIH3
VSTM2L
ARHGEF37
IL10RA
371
SCML1
BRF1
ADAMTS6
ZNF181
MYCBPAP
SPNS2
SCARF1
372
PLCH1
NRN1L
SPSB1
TMEM132A
DISP2
ZNF283
ST8SIA5
373
DUSP16
DOHH
FUT7
JAG1
NPM2
CDHR2
DDN
374
PAOX
TBC1D17
CNIH3
SLC16A3
TMEM130
DACT3
COL4A1
375
ASAP3
PLXNB1
BEND5
DPF3
OVOL1
ST5
SMAD3
376
CRTC2
FAM27E2
OPN3
BMP4
ODF3B
FBLN5
WDR86
377
FAM86C1
FFAR1
KLHL26
ZNF626
CCDC113
ZNF445
TP53I13
378
PRKAG2
FMNL3
PITPNM3
AASDHPPT
RTN4RL2
NIPBL
VWA5B2
379
STIM2
APC2
TRIM9
GYPC
ITSN1
ZNF407
PACS2
380
GIMAP5
PDGFRB
HOXA1
DNAJC18
LACE1
ACHE
PDGFD
381
IL18R1
HR
REEP6
BET1
CELSR3
C17orf67
ZCCHC18
382
AFAP1L2
ESRRA
WNT10A
LRP5L
SHISA7
SRPX
BNC2
383
ZNF652
POU5F2
SDK1
C16orf71
ZNF491
PRKCG
PCDH18
384
SH2D3C
WBP5
GPR27
GFOD1
VANGL1
LRRC17
PRSS57
385
EHD4
NHLRC4
SLCO2A1
FNBP1L
PCSK5
GPR143
WBSCR17
386
MTUS1
DIP2C
C2CD4C
BRF1
NRSN2
ZNF8
FAM110C
387
RARG
FAM131B
LHFP
CLEC4A
PSD2
C1orf173
PKMYT1
388
WT1
SLC6A11
C4orf48
FLT3
ZNF362
ZFYVE9
PTPN21
389
RYR1
RAPGEFL1
CASZ1
NUF2
DNAJC11
NOS1AP
GRIN2D
390
EPHA1
CLIP2
RBM38
LRRC15
BCDIN3D
OR11H4
PIEZO2
391
LDLR
ARHGAP39
MVD
ZNF282
ZNF25
FBXL4
FBLIM1
392
CD244
DAB2IP
SBSN
RDH10
C8orf31
DNAJC25-GNG10
LUC7L2
393
PTGDS
PSD2
SBNO2
WDR75
EML5
KCNMA1
AGRN
394
GNGT2
CORO6
QSOX2
KIF23
RBBP6
NTN1
IL11
395
ZCCHC12
CACNA2D4
GABRD
TNFRSF1A
TULP3
NIPAL4
SLCO2A1
396
POU2F2
CDK3
ID2
ZSCAN16
MC1R
MUC1
C3orf52
397
FRMD4B
UNC5B
LAMC3
CDCA8
LINS
ZSWIM6
ITGB5
398
BTLA
GAK
SLC2A11
CES3
MFSD4
PP13439
MEST
399
ATP6AP1
WDFY4
CD70
IQUB
EPM2A
GNL1
NRP2
400
PHOX2A
GAS8
MXD4
ZEB1
RTN2
CEP290
SEMA4B
401
COL6A2
ZNF219
RCE1
NR4A3
COG2
TPPP
IRAK2
402
BIN1
SHISA7
PIEZO1
ORAOV1
LRRC4B
LRIG1
RAPGEF4
403
CDH2
FGFR2
ZNF578
PKHD1
CCDC3
IKZF4
CMTM3
404
RBM47
C19orf35
NXT1
ZNF543
MKKS
USP14
IL3RA
405
PBX4
LCN8
ZNF324
SLC35E1
PIGF
QPCT
TNFRSF6B
406
SH2D2A
AATK
PDGFA
DNAJB5
TXNIP
YLPM1
MICAL3
407
GPR137B
RASIP1
FURIN
ASGR2
BMP8A
LRRC34
TBCD
408
POMP
VIPR2
CDA
TMEM17
GNA12
NEXN
SECTM1
409
RAC3
PLEKHA7
NDRG4
MAP4K3
SFRP5
FLVCR1
AZI1
410
GAS8
TAF6L
RSG1
CCDC63
SBSPON
THAP6
RORA
411
FOXD1
EGFL7
PHLDA3
VPREB1
TNFRSF10B
RET
412
GRAP2
PRKACG
FAM49A
PEX11B
ARV1
LRRC14B
DUSP5
413
TMBIM1
PDE1B
ILDR1
UNKL
RUNX3
USP24
CENPM
414
ZAP70
ARHGAP40
RNPEPL1
SKIV2L
KREMEN1
KCNH7
HIC1
415
DSC2
LPIN3
C5orf20
FN3KRP
WDR38
CNIH2
ADAMTS7
416
ARHGAP8
PDCD1
FEM1A
AGPAT5
FSTL5
RNFT2
PPP1R37
417
GJB2
ARHGEF25
RPS6KA2
MEX3B
POLR3G
C3orf70
TRIM2
418
LAX1
ADCY9
ACY3
KIAA0907
FUT7
LETM2
FST
419
CRIP1
BRAT1
TNK2
TCF7L2
ZNF320
METTL1
SLC6A7
420
MXRA7
LRP1B
PIK3AP1
SEMA6A
NIM1
SORL1
IVNS1ABP
421
HIP1R
JAKMIP3
H2AFX
KLHDC9
ITGB5
TMEM184C
GCGR
422
COBLL1
PDGFB
NME3
TAF1D
GAS6
TRIM2
RING1
423
TTC39B
PCDHGA12
GPR176
TRIM7
FBXO32
OSBPL6
PRKCA
424
TMEM198
LCN10
AMN
PVRL1
HMX2
C9orf116
EMP3
425
KIAA0355
IGLL5
CRMP1
HENMT1
TMEM72
KCNJ2
ZNF512B
426
PON2
NOTCH3
ZBTB7B
TBC1D7
TMEM128
IGFBP2
DACT3
427
TRAF5
CCDC85A
KBTBD11
FOSL2
FAM174A
ABL2
PRKACB
428
KCNA2
ZC3H3
SLC39A13
BTBD3
EPHX3
KIAA1919
GADL1
429
WNT10B
GRAMD4
DUSP2
BCL6B
CCDC51
EFR3B
CXCR3
430
DTX3
RNF208
RPS19BP1
AP1S3
DLK2
YIPF4
MYOM2
431
ZDBF2
IL12B
RELT
MAML1
ERG
ZNF322
ANKLE1
432
VPS45
PCDHB14
CDKN2D
C6orf222
RGS9
SYT7
MYBPC2
433
AK8
CYP46A1
PVRL3
CYP24A1
ACOT13
HOXA13
EMX1
434
CCR7
TAF1C
HAAO
MECOM
NBEAL2
TSPAN8
BMP6
435
AGPAT5
ARHGEF10L
LZTS1
CACNG7
NCALD
TTC29
TRIM24
436
CNST
SUSD3
PLEKHH3
HPN
FUT2
C1QTNF2
TNF
437
MFSD6
STMN3
C19orf26
HOXA13
CAGE1
RSPO3
CLSTN2
438
SLC25A23
FUT2
NKAIN4
CDH15
LRRC1
SLC26A5
RNF182
439
ARL4A
PLEKHG2
CHRNA4
ADAMTS8
PXMP4
HOXB9
PCNXL2
440
ATP6V0E2
NFATC1
EEF1A2
FRAS1
ZBTB16
HES7
CREM
441
NPC1
KCNJ6
FA2H
INA
CHRND
C9orf171
RAB3B
442
ITPKB
FAM207A
NECAB2
OSR2
ADCY5
KLRG2
ULK2
443
ZBTB46
C10orf71
HOXA13
DYDC1
C3orf70
FAM47E
TTC28
444
FSD1
LMCD1
NKX3-2
PTCRA
ZNF560
LPAR1
SYNJ2
445
SPECC1
NRBP2
SLC4A3
ARHGEF37
SFN
C2orf72
MAGEF1
446
PHOSPHO1
HMGA2
SLC9A2
SYNDIG1L
EFR3B
LGALSL
RAMP3
447
APBA2
ZNF837
FBXO2
ZNF385C
STXBP1
GNPDA1
HDAC4
448
TMEM229B
TMEM200C
PPP4R4
SMTN
HAPLN3
SBF2
ASCL5
449
WFS1
GIGYF1
HOXB5
USP36
TMEM169
TRIO
SLC26A10
450
SLC6A20
POLG2
TBX2
NMT2
PCYOX1L
ITGA8
MPP6
451
IL7R
NKD1
TMEM54
THAP5
ZC3H12C
ZNF878
CHST11
452
VARS2
SUSD4
RAMP3
PHF12
MT1X
SYNJ2BP
DPF1
453
ITPRIPL2
MAPK4
BMP4
PCDHGB6
JAK2
CORIN
ZNF563
454
PIK3IP1
RPTOR
DOCK6
CEP68
OTUD3
NME9
TRIM8
455
KCNK17
RTKN
CACNG6
TP53INP1
PINK1
OVGP1
PIDD
456
GPR153
AIRE
FIBCD1
KPTN
NRG4
ISYNA1
GNA15
457
S100A10
BTN1A1
NPAS1
DCUN1D3
DCAF10
IPMK
FAM132A
458
CSNK1G3
NXN
CHAD
HMHB1
F3
C12orf61
AS3MT
459
SATB1
PAK4
ANGPTL2
PDCL
ST8SIA5
ARL15
APOE
460
ARAP2
PDE4C
CDKL2
IGFBP4
DUOXA1
LY6H
EBF4
461
MGAT5
SMO
CDH11
HOMER1
SP2
ROR2
ADAM33
462
LIMD2
ZNF70
PNMT
AK8
CES3
FAM132B
GADD45G
463
KLF13
SPTB
PRDM16
LZTS2
NLRP11
DOCK9
VMO1
464
MYOF
TMEM8B
MYOM3
ANKRD61
REM2
UBXN10
PIGQ
465
LIG4
PTCHD1
OSR1
TNFRSF13B
SPATA7
DBN1
C21orf128
466
KIAA1324
KLHL29
MSGN1
UBE2T
ENAH
TTC34
DPYSL5
467
LGALS1
TINAGL1
SERP2
WDR91
MAP7
RNF152
SLC2A5
468
TPST1
NRARP
SH2D6
LIPT2
HDHD1
ZMIZ1
WSCD1
469
PYHIN1
IGFALS
C9orf116
CELSR1
ASB1
TTC21A
PLEKHO1
470
NLRC3
MUM1
LRRC38
EBF4
BAALC
TRDMT1
ELOVL6
471
ST6GALNAC6
WDR62
VANGL2
SGCA
TFDP2
DBT
SPEF2
472
PLXDC1
PABPN1L
NPPC
ZNF17
A2M
ATP2B1
TMEM200A
473
SRSF12
GNA11
OSR2
ZNF740
AQP3
TMEM194B
LRRC15
474
PTGDR
ENTPD8
KCNJ4
OXSM
ZNF8
ZNF248
ZNF311
475
DAPK2
EHD3
GNG4
PAN3
CTSW
ETNK1
ACE
476
CASZ1
OSBPL5
NUDT6
NEIL3
TPCN1
COL5A2
KIF5C
477
ASPH
CCDC42B
EPHX4
GNA15
PSKH1
FAM53A
ATP2B3
478
ST8SIA6
FSTL3
SNTG2
CCNT1
CPT2
SP6
CC2D1A
479
TMEM163
NLGN3
OVOL1
INSR
CKAP4
C7orf61
ZNF432
480
PDE1B
BOC
BRSK2
PTPRM
ZNF710
C1orf61
ADRB1
481
RAB8B
COL12A1
CHST1
RASD2
GATSL3
LSM11
CALN1
482
SEMA3G
HHIPL1
C15orf56
RASSF3
RBFOX2
BEND3
FAM19A5
483
NECAB2
WIPF3
CTXN1
ZNF606
CENPQ
RFWD2
AGPAT9
484
WNT1
BAI1
FAM132B
TMX4
RNF208
FGD4
DTX1
485
VSTM2L
IQSEC1
TMEM52
CYP2E1
ANKS6
GSDMA
RGMB
486
HES4
IKZF4
ALOXE3
ABHD12B
RASSF4
HOXC9
GGN
487
USP6NL
C19orf55
TMIE
ZNF670
IQCH
ENOX1
CTBP2
488
HRK
SLC22A18
PHLDA2
INPP5D
SMOX
TWIST1
BCL6
489
SFMBT2
HOXC10
LDOC1
KLHL24
OAS2
PUM2
C12orf75
490
GPR150
WDR87
BMP8A
HIPK3
CST7
ANKRD32
CPNE5
491
PHLDA2
EME2
POU3F2
RAI1
ZNF98
ZNF324B
CCDC88C
492
GIPR
TOM1L2
ZBTB7C
ZNF100
GNAO1
DOCK7
REXO1
493
FBXO25
RTEL1
ADARB2
CCRL2
CKM
FAR2
SLC34A3
494
FOXP4
ARHGAP6
ADAMTSL5
POMP
BHLHA15
RAB43
CORO2B
495
POU6F1
BAIAP3
EFCAB6
NSMAF
APBB1
CAMSAP2
PDGFRB
496
PACSIN1
NHSL1
C17orf82
TSHZ2
ZNF660
LONRF3
CD9
497
FAM86B1
SH2D4B
C9orf171
TMEM37
CAPN14
SVIL
BTN2A2
498
TAP1
ENDOV
TMEM198
IPMK
PCDHGC4
NRG4
KCNJ11
499
HSF4
BHLHB9
TEAD4
SPRED2
AKAP5
FAN1
SFXN1
500
INSR
PGAM5
C1orf53
KIF2C
GPR135
NCOR1
KLHL14
501
LPIN2
EPN1
CCDC160
SRCIN1
WDR81
TAF1A
TSPAN9
502
GIPC3
NEURL2
HBM
KLHL3
SLCO4C1
ITPRIPL2
LINGO3
503
CD44
CD19
C3orf72
ZNF33A
PARP4
SPEN
LPHN1
504
MYL12A
GNA14
C17orf100
TMEM33
ALS2
FZD7
OSR2
505
LGR6
FADS3
RCC2
CYB5D2
TET1
HLA-F
AGT
506
ZMYM1
KLF15
SPNS3
NCKAP5
PDIA5
MFSD4
CSRP2
507
CD8A
MYO15B
ARMC5
SLIT2
LRTOMT
ICA1L
EFNA1
508
TUBA4A
IDUA
CRY1
CCNJ
TMEM17
RBPJ
PERP
509
GIMAP8
FAAH
IQCD
ASCC1
ATP2B2
NRG2
CD93
510
PHB
ASGR1
PRICKLE3
ARRDC3
DNAJC16
ZNF169
ARHGAP8
511
AES
CAPN10
ITGB5
PNRC2
ZNF438
WWP1
LRP5L
512
OLFM2
DOK7
CTDP1
BRD8
IL17C
FGF19
CCDC113
513
CORIN
SNAPC4
BTD
CNKSR3
SLC25A28
ZNF682
GZMA
514
RTN4RL1
GNMT
DIRAS1
MYO7A
ZNF81
ZNF345
POMT1
515
KLRK1
STK11
FAM110A
FGFR1
ZNF347
PIK3C2A
SRGAP3
516
DIRAS1
C9orf117
DHX33
ENDOU
RNF130
STX6
NOG
517
PPP2R5C
SLC6A20
CLDND2
VPS33B
LYRM7
TRPC3
LRRC56
518
OSBPL3
NOTCH1
SH3RF3
NUCB2
CASKIN1
CPZ
TUBB3
519
CD70
MAP7D2
CHI3L1
SH2D2A
CLDN9
MPP6
SDK2
520
GYLTL1B
LMO3
EID2
TMEM87A
XPNPEP2
LHX2
DOK3
521
EP400NL
TSKU
TRIB1
EIF2AK3
SMEK2
ZNF638
ETNK2
522
WDR35
PHLDA3
LPHN1
ATP9A
CELF6
MLLT10
RSPH4A
523
ZNF827
KAZALD1
TSPAN15
MRPL33
PTPRU
SLC4A4
CYP1A1
524
MED11
PNPLA3
HS3ST3B1
NRXN3
SLC16A8
CTTNBP2NL
SARM1
525
IL15
C9orf169
CD83
COL2A1
BBS10
ICAM5
CRTC1
526
SYNJ2
C11orf45
S1PR2
VANGL2
PTPN14
ILDR2
CCDC154
527
CCNA1
THAP10
HDAC10
ZNF217
NPTXR
KLHL3
HAPLN3
528
FAM171A1
JPH3
NTNG2
CNIH3
PHOSPHO1
C15orf27
FLYWCH1
529
DPY19L1
IQGAP3
GP1BB
ZNF146
ZNF396
FAM120B
KDM4B
530
MMD
DLX1
CYTH4
FMO5
PPFIA4
TIAL1
PRDM8
531
KIAA1217
HOXD13
RPS6KA4
KLHDC4
GNAQ
SLCO4C1
COL6A1
532
ANXA2
PLEKHH3
ZNF428
ARHGEF12
ZNF471
NFE2L3
INTS1
533
ELOVL7
ENG
NAGPA
RNF25
SLC26A2
GPR173
NFATC2
534
MATK
SH2B2
MAP3K11
LAIR1
GAD1
SCARF1
EGR2
535
MDFIC
LRRC24
SEMA6B
FPGS
TMEM180
B4GALNT1
EPAS1
536
LRRC8D
IL1RAPL1
FAM188B
ZNF613
BTRC
CNKSR2
VCAN
537
TRPS1
MAPK8IP3
ALX3
PCDHGA10
BBS12
FOXD1
MXD3
538
TNFRSF25
BCL11A
PIAS4
ZFP36L1
LSM11
TTC30B
NPR3
539
PLAG1
KREMEN2
FAM47E
HLA-DRA
TRPV3
ATP2A1
RCBTB2
540
MAFB
ENDOU
GNB1L
DYNC1LI2
CSAD
AIM2
ITGB8
541
DOK2
RAB11B
IRX1
DDIT4L
F2RL3
SLC35G6
KIAA1217
542
KNDC1
KIF12
EHD1
FOXJ3
PCDHGB7
CCL3
FBXW9
543
ORAI2
ADIG
NEK8
C5orf34
DTWD2
FGF18
ZNF696
544
MOCS2
AQP5
GLTPD1
DHX40
APOBEC2
HECTD2
SH3TC1
545
SDC2
C9orf171
ATP13A2
ZFP30
RNF141
NANOS1
ZDHHC24
546
TSEN54
AQP11
RNF157
SLC35A3
ULBP1
GP1BB
NRP1
547
AGPAT4
CUX2
UGT3A2
SLC26A2
GGH
USP53
GPR173
548
LATS2
WIZ
FAM76A
ST8SIA4
ZNF302
CDH5
LZTS2
549
TNFRSF10A
SAP25
NUAK2
TNR
GPRIN1
FLNC
DBH
550
SLC2A1
ZGPAT
CASKIN2
PCDHGB7
C1orf21
GPRC5C
HMX2
551
NTPCR
D2HGDH
METRN
RIN1
RAB9B
FXYD3
PLXNB2
552
HFM1
UCP3
EFNB2
SNX5
DCUN1D2
PRDM10
CLCN7
553
LUZP2
TMEM106A
MYCBPAP
MRPL14
DOLK
AFAP1
CACNG6
554
LRFN2
SUFU
KLHDC8B
CTH
ZMYND15
CACNA2D1
PLEKHD1
555
CD63
ZIC5
RTN4RL1
ZNF22
GPT2
PREP
ZNF788
556
STAM
ABHD15
ARHGAP27
HIST1H2AE
AFAP1
GOSR2
COPG2
557
ZNF853
ICOSLG
GPN2
TRABD
RHBDL1
CNPY1
ATRNL1
558
ODF2L
AMDHD2
FXYD2
FGFBP2
TECPR2
PI16
FAM69A
559
RHOF
FAM186B
PLEKHA7
RRM2
SEC22A
PTPN14
PRR24
560
SFMBT1
TFAP4
PDRG1
PAX7
CTTNBP2NL
MAST2
BTBD8
561
NME2
SRRM4
CHRNB4
NPAS2
STXBP4
AMOTL2
ARL11
562
ZNHIT3
PHRF1
ZNF319
TTF1
CEBPD
MC4R
TNFRSF11A
563
CD247
QSOX2
ASTN1
SDK2
SIGLEC15
PLCB1
TNXB
564
E2F5
PHF21B
RELB
SH3TC1
TSHZ1
ABLIM3
GRIN2C
565
ZNF582
HPCA
IGFBP4
KIF16B
GPR179
PTPN12
TEAD4
566
CLIC3
SERTAD4
ZFP36L1
CD22
NCS1
EPS8
ATAD3B
567
ESAM
GABBR2
GPR3
MALT1
KCNH3
CASKIN1
MEX3D
568
MBP
ADAMTS14
PACSIN2
PRC1
CD3EAP
ZNF385A
ST3GAL1
569
TPRA1
PNMT
MICB
SDC2
OSTM1
CSDC2
SGK223
570
MYO1G
MEIS1
TMEM56
PPP1R10
PIP5KL1
ARL13B
PLEKHA1
571
MAP3K9
GNG4
ACTA2
POLH
SAP30L
TRAF1
ZNF792
572
C1R
KCNK3
DNAH10
ZNF260
MCF2L2
DIRC1
ATP2B2
573
IL1RAP
NPAS4
SLC22A5
AFAP1L2
STAM2
TCF7L2
FAM150B
574
FHOD1
ADAMTS2
HS3ST3A1
CSNK1A1
C11orf74
BTBD9
PCDHB7
575
SLC1A1
TNR
CAPN10
ALLC
TMTC3
SGPP2
HSPA1L
576
BMP8B
MLLT1
EBF4
GATAD2B
TRIB3
ZNF250
BCAM
577
SLC26A2
STARD13
HDDC3
TESC
HSDL1
MYOM2
TNFSF4
578
UBE2E3
PPP1R3F
USP2
POLN
KIAA0196
ARL6
MEGF6
579
OAS2
RFX1
ZC3H18
SMAD7
TICAM2
GPR142
PPAPDC3
580
YES1
MYBPHL
ADAP1
SPRY1
SOBP
CBLB
TMEM8A
581
CORO6
PAH
PLA2G4B
TNFRSF1B
CSNK1D
PLCB4
NPC1
582
ARHGEF18
GPR3
B3GALNT2
SIRT4
CBX6
GABRQ
RAB7L1
583
NT5E
HRH3
C1QTNF4
LYRM4
RFXAP
SH2D4A
CYFIP1
584
ZFYVE28
SMTN
PPP1R16B
MRPL46
HTATIP2
ELMOD2
MN1
585
GRM2
EMCN
MED16
ZNF189
C3orf33
PON2
TBC1D30
586
LPAR1
HSPA12B
AKAP17A
C1QC
SLC2A12
ABCA2
PPFIBP2
587
CRTC3
PCDHGA11
CCDC114
C10orf25
GCLC
C1orf21
PCDHGC3
588
TLE1
ULK1
SLC6A9
ZNF419
C20orf195
TLE3
KCNA5
589
ST6GALNAC4
RNF224
DHDH
CYP2R1
CPT1C
TMEM105
PPP1R9A
590
PRKD2
TCEA2
SLC45A1
IP6K1
HEATR3
NT5DC3
TINAGL1
591
ZNF462
MPPED2
PUF60
PDHX
PNMAL2
SAMD15
HAAO
592
NID1
MYO18B
C12orf55
C9orf96
SETBP1
ARFGEF1
ZIC2
593
ZNF2
WDR24
CACNA2D4
C18orf54
UBASH3B
NOTUM
DRD4
594
CLUAP1
FAM173A
ARHGEF4
TMEM217
DSP
ZNF284
SLC17A6
595
SLC46A3
TUBB4A
SHD
HIST1H2BM
AGAP3
C12orf77
SYNDIG1
596
RAPH1
TCF3
ISL2
TBC1D23
B4GALT2
PRRG1
TMEM59L
597
SLMO2
BSN
NXNL2
EEPD1
PCNXL2
LTN1
EPX
598
HLF
CC2D1B
GPR148
LRRC8C
C3orf62
RBM41
RHBG
599
WDR66
ZNF628
ENOX1
ABHD4
GLCE
ONECUT3
MMD2
600
TIPARP
PCSK1N
MAP1S
GPRC5C
HINT3
PRSS23
OSR1
601
RARA
NDFIP2
RNF165
METTL18
RPH3AL
KIFAP3
SLC25A48
602
DNAJB5
RILPL1
KCTD14
RELL1
TSHZ2
FNDC3B
SOX17
603
LIPT2
VPS41
ZNF391
DYNLRB2
ADAM11
MCEE
LMO1
604
BUB3
PLIN4
CEND1
UMODL1
PRKAB2
DTWD2
PGBD5
605
ZNF470
SPRYD7
SMOC1
SPNS3
CNNM2
SCUBE1
C9orf50
606
PCDH1
SLC26A9
SH3BP2
ALG9
PTPN3
ATAD1
C10orf67
607
SLC43A2
THSD7A
ANGPT4
SMURF1
DNAJC24
ZFP28
RIPK4
608
LHX4
GLI4
CCDC152
COL16A1
NFS1
GIGYF2
LHFPL5
609
KRAS
CX3CL1
AGRP
CDK1
LIMA1
PYHIN1
C15orf59
610
TNFRSF12A
SAMD10
NRXN2
SEPT3
ZER1
DDHD1
SP9
611
BCL6B
SH3PXD2A
KRTAP5-5
NPAS1
THY1
ESRP2
SCUBE1
612
TNIK
MMRN2
EDN1
ACER2
IP6K1
NPPA
NPAS1
613
RASSF3
MYL3
SYT1
ZBTB17
GOSR1
ZCCHC12
NES
614
DBNDD2
VASN
MEIS2
YIPF4
IMPA2
PLXDC1
AR
615
SAMD10
CUEDC1
LOXL2
SPTLC3
TUBGCP5
ZCCHC14
MAN1C1
616
PDCD10
AEBP1
TMEM206
CCNB2
FASTKD3
CD300LG
PPP1R16B
617
EMR2
PALM
PROK2
EGR1
ZNF202
C21orf128
KIF7
618
DNM3
DUS3L
ESPNL
FHIT
GPR3
TSPAN15
CD109
619
N4BP3
FZD4
CCDC64
SRGN
INHBE
TGFB3
NTRK1
620
PSD4
PKN3
ICOSLG
HAAO
DGCR2
CDH3
CCDC61
621
USP53
ST6GALNAC4
CYP26B1
APOBEC2
L3MBTL2
CYTH3
BTBD11
622
PPARG
KCNA1
GLI4
LAX1
ANKFY1
FRA10AC1
SYDE2
623
C9orf40
DOT1L
HDAC5
RRAGD
BAIAP3
BCAN
CDR2L
624
ABCA2
AVPR2
IER5
PANX2
ARHGAP31
PCDHGC4
GPR83
625
TMEM104
SP7
C22orf15
HINFP
COL27A1
LPA
RTN1
626
MYRIP
LILRB1
FBXL15
RAPGEF2
GNPDA2
KRTAP12-3
MSX1
627
BCDIN3D
ZNF154
HORMAD2
TRIM38
ZNF507
ZACN
RBPMS2
628
OPLAH
OPRK1
ANGPTL4
KDM4A
FGD6
LCN6
CREG2
629
MPZL3
TNFAIP2
ATG16L2
CBLB
UBIAD1
WARS2
SNTG2
630
RASD2
EVI5L
MKL1
DSEL
HSF5
C6orf226
OLFM2
631
IL4R
MIOX
MPPE1
IMPAD1
ZNF415
ARID2
SBF1
632
SHPK
COL20A1
RIN3
IGF2BP2
CTIF
DNAAF1
CES3
633
SLC4A4
ATP13A2
HOXC9
DPEP1
RASA4
TBL1XR1
ARL5C
634
MYBPC2
ALDH16A1
FGFR1
XBP1
PDCD2L
ZNF607
UPK3B
635
SLC9A5
ALDH1L2
CORIN
KIAA0226
QSOX1
CRABP2
UMODL1
636
CD300A
ARHGEF1
IL12B
LRP2
ADCY3
ENDOV
SEMA6C
637
BMPR1A
TSPAN18
POU2F2
ARFGEF1
PDZD2
TEX9
LRP1
638
LPXN
MAVS
TMEM107
MTMR6
SLC35B4
ABI2
CALCB
639
SH3BGRL3
IL17RD
SAFB
GLE1
CENPBD1
RIMKLA
RCAN1
640
TUBB3
MYOM2
GPR68
CPXM1
HSPA4L
NMUR1
RAD9A
641
SNN
BDNF
CACNB2
USP12
TMEM150C
ABHD2
GJD3
642
FAM69C
DNAH10OS
ICAM4
CDKN3
DOC2A
TYSND1
IL9R
643
EVL
SORBS3
KCNC4
UXS1
WDR59
NETO1
INF2
644
DUSP6
EP400NL
MFSD2A
IL23A
PLCL1
SLC19A2
LMOD1
645
SLC12A4
ANKRD16
C11orf35
FAM171A1
EVPL
MEOX2
HECW2
646
TMIGD2
PDDC1
ZGPAT
MSGN1
HIPK2
NKD2
GDF7
647
IQGAP2
CRB1
C6orf223
SPTLC2
LIN52
TEX19
KIAA1257
648
C5orf51
STAC2
TUBG1
TNFRSF8
FAH
CCDC132
FGF17
649
SLC5A5
CCDC108
DAXX
INSIG2
ZNF777
ZNF582
SORCS2
650
B3GAT1
SLC7A2
GPR133
SIAH3
AFAP1L2
COL24A1
VDR
651
BHLHE41
GJA3
FOXJ1
WDR38
ZNF285
DEPTOR
GUCY1B3
652
ITGAL
RNFT2
BRAT1
TMEM216
PRKCQ
SBK1
NARFL
653
PGAP1
EBF4
SHC4
METTL6
SLC6A20
COL22A1
CECR6
654
ZC3H12D
FAM174B
RARG
DNAJC6
CCDC30
RAPGEFL1
PPP1R14A
655
ATP10A
RSPH6A
SSTR1
SUPT4H1
COL13A1
HIVEP2
C1orf21
656
ZFPM1
ADAMTS17
MICALL1
QPCTL
STXBP5L
BAIAP2
KIF18B
657
IP6K1
MYO1B
DVL1
TRIM36
LRP2BP
CD93
NOXA1
658
PPARD
DEXI
RFX1
CLPX
SLC39A5
PPM1E
KANK3
659
LRRC8B
ATCAY
FOXL2
MTF2
RYR3
SHANK3
OR52N5
660
ZNF860
CBX2
TNFRSF10B
UCN2
PHTF2
CRB2
LY6H
661
RAB12
CEL
MOCOS
IL8
ZSCAN22
ZFP64
NHSL2
662
CARD10
MPV17L
FLNC
MYO18B
SYNGR3
ENDOD1
ATN1
663
CERKL
PKD1
HES2
PPT2
ZSCAN20
TMEM161B
MEIS2
664
RINL
NEURL
LTBP3
CALN1
SLC30A9
DLEU1
YIPF1
665
CGRRF1
PCDH11X
BCAM
ACSL3
PAPSS2
FARP2
PWWP2B
666
IRF8
CAMK2N2
GPAA1
PARL
POLR1B
RAD52
LILRB1
667
NTSR1
POLRMT
SLC25A6
ZNF680
PPP1R3B
GSTA4
TNFRSF13C
668
LHFPL2
PRAM1
P2RX7
PHTF2
MEST
ZNF302
ANO1
669
CBLB
RALGPS1
CNPPD1
TSPAN9
PRKAG2
FAT4
C16orf59
670
MTMR1
LMF1
ZNF385B
ZNF250
UFL1
DOCK4
AJAP1
671
SLAMF6
CPZ
GATA4
NUP98
FAM115A
BTN1A1
MYO15A
672
DLGAP4
ZSCAN10
IGDCC3
ZNF491
SPRYD7
RING1
RPH3AL
673
CD79A
C6orf123
XYLB
CCNA1
PC
PLIN4
MYBL1
674
CCL3L1
CTF1
RNPS1
RAC3
PDE3B
MKL2
TBC1D17
675
ITGA4
SEMA3D
KIF3C
ZNF70
CCDC151
TUBB3
PRKCH
676
CAMKK1
IGDCC3
MEF2D
EEA1
GLS2
LILRA2
SKIV2L
677
ZNF284
GRIN2A
SLC6A20
MAP3K3
ASAH1
PNMAL2
KAZN
678
CXXC5
ITGA9
GRIA4
ZNF572
C9orf9
FBXO22
DMKN
679
CA11
SLC9A3R2
ZNF177
CCNB1
VPS53
BPTF
POU5F1
680
PHF15
TROAP
GOLGA2
KCNIP1
SLC29A3
NXN
ZNF584
681
FCHSD1
C6orf132
MLYCD
POLG2
MAPK8IP1
CHRNB4
HMGA2
682
C21orf119
RYR3
PIEZO2
HEY1
GDPD5
PPP4R4
MAG
683
LYNX1
ZNF579
OPRL1
THBD
HRH3
CABP1
ESRRA
684
STX2
ZNF346
PTGIR
DNTTIP1
ZNF510
TMEM51
PRR12
685
ZBTB2
NR2F6
CCDC97
SFMBT1
ALX4
SCUBE2
GNG7
686
PROK2
UNC5CL
REXO1
EGLN3
OPA3
RTN4RL2
NKX6-3
687
HRAS
NTRK2
B4GALNT4
RRM1
ETNK1
FOXO6
RELL2
688
CCDC96
TAS1R3
CCDC88B
LOH12CR1
SMARCA1
HEG1
SYCE2
689
GNAI1
CNIH2
SIX2
HIST1H3I
TRERF1
TM4SF1
TRIB3
690
RCAN3
HAND1
SPNS2
DENND3
LZTS1
ZNF177
INPP5E
691
KLF7
ESPNL
MRPS2
MEGF11
ZNF174
MTERFD3
ATP1B1
692
PHF23
SZT2
SEPT8
WAPAL
C16orf45
VPS37C
CELF3
693
NRL
DAPK3
ISYNA1
CAP2
VPS52
CSGALNACT1
FAM72D
694
CDK6
RTN2
MBOAT7
NR4A1
CMTM4
MYO1E
TNFRSF9
695
WIPF1
SYVN1
PSMA8
BCOR
NIF3L1
CDH10
IFITM5
696
FMNL1
OGFOD2
C19orf44
JAG2
TLR9
ANKFY1
PRAM1
697
TRH
ZNF648
NOL12
C6orf48
CDH15
LIMCH1
TNFSF14
698
ZNF599
ZBTB42
NOV
RFX8
CARD10
PACRGL
LRP5
699
FBLN7
VSX2
EMP1
RSBN1L
ATXN1
EXT1
JMJD7-PLA2G4B
700
SH2B3
MYBPH
KLF16
C16orf96
ZNF221
UNC5B
S1PR2
701
ZNF343
KCNT2
ZNF524
PLSCR1
KLF3
GLDC
PPP2R3B
702
LRP5
KIAA1244
PIR
STAT5A
ITGA9
TRIML1
CDC42BPG
703
PHF19
ZNF865
B3GNT5
DBI
ZCCHC14
KIF26B
GP9
704
DCLRE1A
GPR156
RNH1
DHX16
ERMP1
PARP11
PPFIA4
705
CYFIP1
FAM131C
LRPAP1
C1orf74
FFAR3
GSTO2
ZNF219
706
TRIM16L
C1orf220
HOXA7
MAML3
C14orf28
C16orf46
AATK
707
HS3ST3B1
KCNA5
FKRP
NETO1
N6AMT1
XYLT2
FGFR2
708
GGA2
FAT4
TSSC4
MCF2L2
ZNF596
ZNF780B
GAK
709
GDAP1
MGMT
LGR6
NKX2-3
C6orf132
SNX13
TMCC3
710
C8orf56
GPR146
NETO1
C12orf23
PHACTR2
BEAN1
TAF6L
711
DUOX2
TBL3
TOMM40
GGPS1
TBC1D20
TSKU
EGFL7
712
CD6
MEIS2
THPO
DRG1
ZBED3
KIAA1958
FZD6
713
LRRFIP1
USP43
UNC93B1
APPL2
SFMBT2
NOTCH2
SNPH
714
PPIF
GRIK4
BZRAP1
KIAA1033
MAP1A
ENAH
DOCK4
715
GABARAPL1
HES6
ATP2B2
PTPRK
TTLL3
TRIT1
C1QTNF4
716
RAPGEF6
ARSI
SCN8A
KIF7
MARVELD1
ABL1
SPRED3
717
CCL2
PSD
BIN3
ANAPC13
C12orf66
FAM86C1
FLVCR2
718
IKZF3
TAL1
C12orf65
SOX4
ZNF462
UACA
VIPR2
719
IDI1
GALR2
ALKBH4
SETX
DSTYK
NEIL1
NOS1AP
720
HLCS
PXDN
ZSCAN22
CDON
GDPD1
HLA-E
PRMT6
721
KIF2A
MBD3
XYLT2
ZNF79
ALG10
METRNL
CDH4
722
PDZD4
CRABP2
PPOX
STK19
JAM2
IL17REL
SHISA7
723
LY6E
ZNF587
ADAM33
DRAM1
IGFBP2
EHD3
C5orf20
724
ANKRD12
CNTN2
ZFYVE28
PPP1R3G
DLAT
RARS
ZNF471
725
TCP11L1
GALNS
C15orf27
UBR5
TYROBP
ZC3HAV1L
PLEKHA7
726
ZNF132
NCLN
WDR86
BMF
LRRC3B
FGFRL1
AGAP3
727
PCGF5
TEKT2
ADRA2B
CHMP4B
PSAT1
NPHP3
PLCL1
728
POU3F3
SLC12A7
NPTX1
NUDT7
MAML3
HSPB6
TP53INP1
729
FAM65B
LARGE
JAG2
PLEKHO1
ZNF32
PRSS33
BRAT1
730
SARM1
PHF16
CST7
ZNF225
RNLS
FST
SH2D5
731
NTAN1
FOXP2
SYP
KCNMB4
ABCA1
NLN
DRAM1
732
SELPLG
CCDC57
GNB2
NUP54
CCDC147
RAB26
MAST4
733
ARHGAP17
KIAA0195
CARD11
ANKRD11
ZNF324B
ERG
LTBP3
734
CXCR2
METTL21A
WIZ
ZNF672
SHANK3
STC1
TCTE1
735
ERBB4
NTN5
NACAD
CDCA3
VPS33A
IRS1
RAB27B
736
GIMAP7
SETD1B
CISD1
SESN3
NUMBL
HOMER3
TBC1D8
737
ZNF485
SLC13A5
PPL
FRMPD1
RHOBTB3
LTC4S
CNOT6L
738
LAMB1
HDGFRP2
CCDC106
LHB
GRM2
CCKBR
CCDC102A
739
CHD7
LTB4R2
ANKLE1
PPP1CB
ANKS1B
PKN2
RPS6KA2
740
FAM20A
SYT3
HIST1H2AL
RGMA
CATSPERG
MAGEB6
STAG3
741
PDCD1LG2
PLIN5
UMODL1
SERPING1
C11orf71
RASA1
TMEM176B
742
EIF5A2
TELO2
RASD1
SLC29A3
CDKL5
TSPO2
ADORA2A
743
EVC
DUOXA2
CNNM4
COL9A2
PERP
GPATCH2
ADAM19
744
GEMIN6
NDOR1
LGMN
DDX47
TMEM99
APLP1
TMEM189-UBE2V1
745
BHLHA15
PRKCZ
MANSC1
UBE2J1
FAM160A2
NFAT5
ZC3H3
746
GATA2
AP2A2
ULK1
TAB3
RRBP1
FGFR1
ARHGEF40
747
CLIC1
KLC3
NFATC2
ZFP36L2
TTC3
CABLES1
TPM2
748
PBX1
TNRC18
CHN1
TACC3
CD160
GPR89A
ZHX2
749
PCDHGC3
LMX1A
ZNF582
NRP2
JHDM1D
FAM58A
RGL1
750
GZMM
CCDC122
TNKS1BP1
TRPM6
ALG11
UCN2
IRAK1BP1
751
JARID2
RRP1
NOC4L
TGFB3
PTPDC1
C9orf3
TRERF1
752
TCP11L2
ANGPT2
PGP
KAT6A
PEX3
NCOA6
DRGX
753
FAM89A
SYT14
ANKRD33B
TNFAIP1
JAKMIP2
GPR4
ZBTB4
754
SLC1A4
MKX
PDE9A
UGP2
TP73
RPE
PRKAB1
755
P4HA1
RAD52
ARHGAP29
CBR4
KIAA1161
CAMK2N1
GRAMD4
756
AP4E1
CILP2
LDB3
PCTP
APBA1
TMEM182
MMP11
757
UCKL1
WNT2B
KLF11
ARID5B
SNX10
SNTG2
AKR7A3
758
ERCC6
OPCML
RAVER1
F3
PHF8
MITF
ZFYVE9
759
LRP12
DNAH1
CRTC1
CERK
DAK
LSAMP
METTL7B
760
INTS9
RAMP2
NIM1
ZNF257
P2RX5
G2E3
FERMT2
761
RCBTB2
PKNOX2
MAP2K2
PELP1
RAB6B
UBN2
TIGD6
762
ZIC2
RHOV
TFE3
ABHD10
P4HTM
C8orf44
NFATC1
763
CHGB
TMPRSS3
LRRC8A
FBXO48
TSEN2
ADNP
STMN3
764
NRCAM
TXNDC15
ATP6V0D1
MFN2
OSBPL10
FAR1
MYO18A
765
EFNA2
GABRG1
BARX2
NT5C2
RASAL2
ZNF414
GPRC5C
766
SEZ6L
TYR
DPF1
TMEM9
SLC38A6
PAQR8
TAF1C
767
ADAM23
ANO2
CHGA
GAB2
TMEM194B
ZNF707
ZNF837
768
GJA3
SLC35E3
FAM198A
DNMBP
OBSL1
CLDN7
NUAK1
769
CDC42EP1
ACOX1
ALOX15
SFMBT2
GHR
FGFR3
PLEKHG2
770
SDSL
GRIN1
GDNF
ZNF695
BAI2
TBC1D30
CYP46A1
771
SLC45A1
RENBP
PPIC
NEIL1
TMED8
WIF1
ZFP14
772
RBPMS2
STK11IP
SOCS3
SMAD6
GALT
ADAM23
DOCK9
773
VPS37D
CSF3
PAFAH2
RASAL2
WDR7
TNNC2
GNB1L
774