changeset 1:ddbace8f3277 draft default tip

planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/infercnv commit 6770266e3437edcb569d9361aadd5ed02caf3662
author iuc
date Tue, 27 Aug 2024 13:17:01 +0000
parents be7c0c692879
children
files infercnv.xml macros.xml test-data/barcodes.tsv test-data/genes.tsv test-data/matrix.mtx
diffstat 5 files changed, 52295 insertions(+), 10 deletions(-) [+]
line wrap: on
line diff
--- a/infercnv.xml	Tue Jul 23 15:43:10 2024 +0000
+++ b/infercnv.xml	Tue Aug 27 13:17:01 2024 +0000
@@ -9,6 +9,12 @@
             ## extract gene order from gtf file
             python '$__tool_directory__/gtf_to_position_file.py' --attribute_name $attribute '$gtf_file' 'gene_order.tabular' &&
         #end if
+        #if str($input_mat.format) == "mtx":
+            mkdir matrix_10x &&
+            ln -s '$input_mat.mtx' matrix_10x/matrix.mtx &&
+            ln -s '$input_mat.mtx_genes' matrix_10x/genes.tsv &&
+            ln -s '$input_mat.mtx_barcodes' matrix_10x/barcodes.tsv &&
+        #end if
         Rscript '$infercnv_script'
     ]]></command>
     <configfiles>
@@ -19,9 +25,16 @@
             # load library
             library('infercnv')
 
+            #if str($input_mat.format) == "mtx":
+            library(Seurat)
+            mtx = Read10X("matrix_10x/")
+            #else:
+            mtx = '$input_mat.raw_mtx'
+            #end if
+
             # create the infercnv object
             infercnv_obj = CreateInfercnvObject(
-                                                raw_counts_matrix='$raw_mtx', # the matrix of genes (rows) vs. cells (columns) containing the raw counts
+                                                raw_counts_matrix=mtx, # the matrix of genes (rows) vs. cells (columns) containing the raw counts
                                                 #if $annotation.gene_annotation == "gtf":
                                                     gene_order_file='gene_order.tabular', # tabular file containing the positions of each gene along each chromosome in the genome.
                                                 #end if
@@ -44,6 +57,11 @@
                                                 chr_exclude = c($chr_exclude) # chromosomes to exclude from the analysis
                                                 )
 
+            num_threads = as.numeric(Sys.getenv("GALAXY_SLOTS"))
+            if (is.na(num_threads) || nchar(num_threads) == 0) {
+                num_threads = 1
+            }
+            
             # perform infercnv operations to reveal cnv signal
             infercnv_obj = infercnv::run(
                                 infercnv_obj,
@@ -53,6 +71,9 @@
                                 num_ref_groups = NULL, # keep this as default
                                 ref_subtract_use_mean_bounds = TRUE, # keep this as default
 
+                                # Control number of threads for multiprocessesor use
+                                num_threads = num_threads,
+
                                 ## Smoothing params
                                 window_length = $window_length,
                                 smooth_method = "$smooth_method",
@@ -169,7 +190,20 @@
         </configfile>
     </configfiles>
     <inputs>
-        <param name="raw_mtx" type="data" format="tabular" label="Raw counts matrix" help="The matrix of genes (rows) vs. cells (columns) containing the raw counts" />
+        <conditional name="input_mat">
+            <param name="format" type="select" label="Matrix format">
+                <option value="tsv">Tabular (non-sparse matrix)</option>
+                <option value="mtx" selected="true">10x sparse matrix</option>
+            </param>
+            <when value="tsv">
+                <param name="raw_mtx" type="data" format="tabular" label="Raw counts matrix" help="The matrix of genes (rows) vs. cells (columns) containing the raw counts" />
+            </when>
+            <when value="mtx">
+                <param name="mtx" type="data" format="mtx,tabular,txt" label="Raw counts matrix (matrix market)" help="The matrix of genes (rows) vs. cells (columns) containing the raw counts" />
+                <param name="mtx_genes" type="data" format="tabular,txt" label="Genes file" help="The genes file for matrix market matrix, a two column symbol - symbol or gene_id - symbol tab separated file" />
+                <param name="mtx_barcodes" type="data" format="tabular,txt" label="Barcodes file" help="The barcodes file for matrix market matrix, a single column file with the cell/barcode identifiers"/>
+            </when>
+        </conditional>
         <conditional name="annotation">
             <param name="gene_annotation" type="select" label="Gene annotation">
                 <option value="local">Use a gene order file: </option>
@@ -303,7 +337,10 @@
     </outputs>
     <tests>
         <test expect_num_outputs="2">
-            <param name="raw_mtx" value="raw_counts_matrix.tabular"/>
+            <conditional name="input_mat">
+                <param name="format" value="tsv"/>
+                <param name="raw_mtx" value="raw_counts_matrix.tabular"/>
+            </conditional>
             <conditional name="annotation">
                 <param name="gene_annotation" value="local"/>
                 <param name="gene_order" value="gene_order_file.tabular"/>
@@ -350,7 +387,62 @@
             </output_collection>
         </test>
         <test expect_num_outputs="2">
-            <param name="raw_mtx" value="oligodendroglioma_expression_downsampled.counts.matrix.gz"/>
+            <conditional name="input_mat">
+                <param name="format" value="mtx"/>
+                <param name="mtx" value="matrix.mtx"/>
+                <param name="mtx_genes" value="genes.tsv"/>
+                <param name="mtx_barcodes" value="barcodes.tsv"/>
+            </conditional>
+            <conditional name="annotation">
+                <param name="gene_annotation" value="local"/>
+                <param name="gene_order" value="gene_order_file.tabular"/>
+            </conditional>
+            <param name="cell_annotations" value="annotations_file.tabular" />
+            <param name="ref_group" value="&quot;normal&quot;" />
+            <param name="cutoff" value="1" />
+            <param name="cluster_by_groups" value="TRUE" />
+            <param name="HMM" value="TRUE" />
+            <param name="denoise" value="TRUE" />
+            <param name="analysis_mode" value="subclusters" />
+            <output_collection name="infercnv_results" type="list">
+                <element name="infercnv.heatmap_thresholds" file="output/test1_infercnv.heatmap_thresholds.txt" ftype="tabular">
+                    <assert_contents>
+                        <has_text text="0.576008315090849"/>
+                        <has_text text="0.902155765020965"/>
+                        <has_text text="1.16307372496506"/>
+                    </assert_contents>
+                </element>
+                <element name="infercnv.observation_groupings" file="output/test1_infercnv.observation_groupings.txt" ftype="tabular">
+                    <assert_contents>
+                        <has_text text="&quot;Dendrogram Group&quot; &quot;Dendrogram Color&quot; &quot;Annotation Group&quot; &quot;Annotation Color&quot;"/>
+                        <has_text text="tumor_grp_1_cell_5"/>
+                        <has_text text="#8DD3C7"/>
+                    </assert_contents>
+                </element>
+                <element name="infercnv_subclusters.heatmap_thresholds" file="output/test1_infercnv_subclusters.heatmap_thresholds.txt" ftype="tabular">
+                    <assert_contents>
+                        <has_text_matching expression="0.792686678669785"/>
+                        <has_text_matching expression="0.919329314347129"/>
+                        <has_text_matching expression="1.29925722137916"/>
+                    </assert_contents>
+                </element>
+                <element name="infercnv_subclusters.observation_groupings" file="output/test1_infercnv_subclusters.observation_groupings.txt" ftype="tabular">
+                    <assert_contents>
+                        <has_text_matching expression="tumor_grp_1_cell_7"/>
+                        <has_text_matching expression="#8DD3C7"/>
+                    </assert_contents>
+                </element>
+            </output_collection>
+            <output_collection name="infercnv_plots" type="list">
+                <element name="infercnv" file="output/test1_infercnv.png" ftype="png" compare="sim_size"/>
+                <element name="infercnv_subclusters" file="output/test1_infercnv_subclusters.png" ftype="png" compare="sim_size"/>
+            </output_collection>
+        </test>
+        <test expect_num_outputs="2">
+            <conditional name="input_mat">
+                <param name="format" value="tsv"/>
+                <param name="raw_mtx" value="oligodendroglioma_expression_downsampled.counts.matrix.gz"/>
+            </conditional>
             <conditional name="annotation">
                 <param name="gene_annotation" value="local"/>
                 <param name="gene_order" value="gencode_downsampled.EXAMPLE_ONLY_DONT_REUSE.txt"/>
@@ -397,7 +489,10 @@
             </output_collection>
         </test>
         <test expect_num_outputs="2">
-            <param name="raw_mtx" value="oligodendroglioma_expression_downsampled.counts.matrix.gz"/>
+            <conditional name="input_mat">
+                <param name="format" value="tsv"/>
+                <param name="raw_mtx" value="oligodendroglioma_expression_downsampled.counts.matrix.gz"/>
+            </conditional>
             <conditional name="annotation">
                 <param name="gene_annotation" value="local"/>
                 <param name="gene_order" value="gencode_downsampled.EXAMPLE_ONLY_DONT_REUSE.txt"/>
@@ -445,7 +540,10 @@
             </output_collection>
         </test>
         <test expect_num_outputs="3">
-            <param name="raw_mtx" value="oligodendroglioma_expression_downsampled.counts.matrix.gz"/>
+            <conditional name="input_mat">
+                <param name="format" value="tsv"/>
+                <param name="raw_mtx" value="oligodendroglioma_expression_downsampled.counts.matrix.gz"/>
+            </conditional>
             <conditional name="annotation">
                 <param name="gene_annotation" value="gtf"/>
                 <param name="gtf_file" value="test.gtf.gz"/>
@@ -505,7 +603,7 @@
 ...         ...             ...             ...             ...             ...             ...   
 ========    =============   =============   =============   =============   =============   ================
 
-The matrix can be provided as a tabular file.  (sparse matrices are also supported)
+The matrix can be provided as a tabular file, or ideally, as a 10x matrix market (sparse) format, as what the Seurat Read10x method expects (matrix.mtx, genes.tsv, barcodes.tsv).
 
 
 **Sample annotation file**
@@ -605,4 +703,4 @@
 .. _TrinityCTAT: https://github.com/NCIP/Trinity_CTAT/wiki
     </help>
     <expand macro="citations" />
-</tool>
\ No newline at end of file
+</tool>
--- a/macros.xml	Tue Jul 23 15:43:10 2024 +0000
+++ b/macros.xml	Tue Aug 27 13:17:01 2024 +0000
@@ -1,7 +1,7 @@
 <macros>
     <token name="@TOOL_VERSION@">1.20.0</token>
-    <token name="@VERSION_SUFFIX@">0</token>
-    <token name="@PROFILE@">24.1</token>
+    <token name="@VERSION_SUFFIX@">1</token>
+    <token name="@PROFILE@">21.09</token>
     <xml name="requirements">
         <requirements>
             <requirement type="package" version="@TOOL_VERSION@">bioconductor-infercnv</requirement>
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/barcodes.tsv	Tue Aug 27 13:17:01 2024 +0000
@@ -0,0 +1,20 @@
+normal_9
+tumor_grp_1_cell_8
+tumor_grp_1_cell_3
+normal_7
+normal_5
+normal_10
+normal_4
+normal_2
+tumor_grp_1_cell_10
+normal_8
+normal_3
+tumor_grp_1_cell_6
+tumor_grp_1_cell_4
+tumor_grp_1_cell_7
+normal_1
+tumor_grp_1_cell_5
+tumor_grp_1_cell_1
+tumor_grp_1_cell_9
+normal_6
+tumor_grp_1_cell_2
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/genes.tsv	Tue Aug 27 13:17:01 2024 +0000
@@ -0,0 +1,8252 @@
+KIF1B	KIF1B
+PGD	PGD
+DFFA	DFFA
+CASZ1	CASZ1
+TARDBP	TARDBP
+SRM	SRM
+EXOSC10	EXOSC10
+MTOR	MTOR
+UBIAD1	UBIAD1
+FBXO44	FBXO44
+FBXO6	FBXO6
+MAD2L2	MAD2L2
+AGTRAP	AGTRAP
+MTHFR	MTHFR
+CLCN6	CLCN6
+KIAA2013	KIAA2013
+PLOD1	PLOD1
+MFN2	MFN2
+MIIP	MIIP
+TNFRSF8	TNFRSF8
+TNFRSF1B	TNFRSF1B
+VPS13D	VPS13D
+DHRS3	DHRS3
+PDPN	PDPN
+PRDM2	PRDM2
+TMEM51	TMEM51
+FHAD1	FHAD1
+EFHD2	EFHD2
+CASP9	CASP9
+DNAJC16	DNAJC16
+DDI2	DDI2
+RSC1A1	RSC1A1
+PLEKHM2	PLEKHM2
+SLC25A34	SLC25A34
+FBLIM1	FBLIM1
+SPEN	SPEN
+ZBTB17	ZBTB17
+EPHA2	EPHA2
+ARHGEF19	ARHGEF19
+FBXO42	FBXO42
+SZRD1	SZRD1
+NECAP2	NECAP2
+CROCCP3	CROCCP3
+NBPF1	NBPF1
+CROCCP2	CROCCP2
+CROCC	CROCC
+ATP13A2	ATP13A2
+SDHB	SDHB
+PADI2	PADI2
+PADI4	PADI4
+RCC2	RCC2
+ARHGEF10L	ARHGEF10L
+IGSF21	IGSF21
+ALDH4A1	ALDH4A1
+IFFO2	IFFO2
+UBR4	UBR4
+EMC1	EMC1
+MRTO4	MRTO4
+AKR7A2	AKR7A2
+PQLC2	PQLC2
+CAPZB	CAPZB
+MINOS1	MINOS1
+TMCO4	TMCO4
+OTUD3	OTUD3
+UBXN10	UBXN10
+MUL1	MUL1
+CDA	CDA
+PINK1	PINK1
+DDOST	DDOST
+HP1BP3	HP1BP3
+EIF4G3	EIF4G3
+ECE1	ECE1
+NBPF3	NBPF3
+ALPL	ALPL
+USP48	USP48
+HSPG2	HSPG2
+LINC00339	LINC00339
+CDC42	CDC42
+ZBTB40	ZBTB40
+C1QA	C1QA
+C1QC	C1QC
+C1QB	C1QB
+EPHB2	EPHB2
+KDM1A	KDM1A
+LUZP1	LUZP1
+HNRNPR	HNRNPR
+ZNF436	ZNF436
+ID3	ID3
+RPL11	RPL11
+TCEB3	TCEB3
+PITHD1	PITHD1
+LYPLA2	LYPLA2
+GALE	GALE
+HMGCL	HMGCL
+FUCA1	FUCA1
+PNRC2	PNRC2
+SRSF10	SRSF10
+IFNLR1	IFNLR1
+NIPAL3	NIPAL3
+RCAN3	RCAN3
+SRRM1	SRRM1
+CLIC4	CLIC4
+RUNX3	RUNX3
+SYF2	SYF2
+C1orf63	C1orf63
+TMEM50A	TMEM50A
+TMEM57	TMEM57
+LDLRAP1	LDLRAP1
+MAN1C1	MAN1C1
+SEPN1	SEPN1
+MTFR1L	MTFR1L
+PAQR7	PAQR7
+STMN1	STMN1
+PAFAH2	PAFAH2
+PDIK1L	PDIK1L
+ZNF593	ZNF593
+CEP85	CEP85
+SH3BGRL3	SH3BGRL3
+UBXN11	UBXN11
+CD52	CD52
+ZNF683	ZNF683
+DHDDS	DHDDS
+HMGN2	HMGN2
+RPS6KA1	RPS6KA1
+ARID1A	ARID1A
+PIGV	PIGV
+ZDHHC18	ZDHHC18
+GPN2	GPN2
+GPATCH3	GPATCH3
+NUDC	NUDC
+SLC9A1	SLC9A1
+WDTC1	WDTC1
+TMEM222	TMEM222
+SYTL1	SYTL1
+MAP3K6	MAP3K6
+WASF2	WASF2
+AHDC1	AHDC1
+FGR	FGR
+IFI6	IFI6
+FAM76A	FAM76A
+STX12	STX12
+PPP1R8	PPP1R8
+THEMIS2	THEMIS2
+RPA2	RPA2
+XKR8	XKR8
+EYA3	EYA3
+PTAFR	PTAFR
+DNAJC8	DNAJC8
+ATPIF1	ATPIF1
+SESN2	SESN2
+MED18	MED18
+PHACTR4	PHACTR4
+RCC1	RCC1
+SNHG3	SNHG3
+TRNAU1AP	TRNAU1AP
+SNHG12	SNHG12
+TAF12	TAF12
+RAB42	RAB42
+GMEB1	GMEB1
+YTHDF2	YTHDF2
+EPB41	EPB41
+SRSF4	SRSF4
+MECR	MECR
+LAPTM5	LAPTM5
+SDC3	SDC3
+PUM1	PUM1
+SNRNP40	SNRNP40
+ZCCHC17	ZCCHC17
+FABP3	FABP3
+TINAGL1	TINAGL1
+PEF1	PEF1
+COL16A1	COL16A1
+PTP4A2	PTP4A2
+KHDRBS1	KHDRBS1
+TMEM39B	TMEM39B
+KPNA6	KPNA6
+TXLNA	TXLNA
+CCDC28B	CCDC28B
+TMEM234	TMEM234
+EIF3I	EIF3I
+MTMR9LP	MTMR9LP
+FAM167B	FAM167B
+LCK	LCK
+HDAC1	HDAC1
+MARCKSL1	MARCKSL1
+BSDC1	BSDC1
+ZBTB8A	ZBTB8A
+ZBTB8OS	ZBTB8OS
+RBBP4	RBBP4
+SYNC	SYNC
+KIAA1522	KIAA1522
+YARS	YARS
+S100PBP	S100PBP
+RNF19B	RNF19B
+AK2	AK2
+ADC	ADC
+TRIM62	TRIM62
+ZNF362	ZNF362
+PHC2	PHC2
+SMIM12	SMIM12
+GJA4	GJA4
+ZMYM6	ZMYM6
+ZMYM6NB	ZMYM6NB
+ZMYM1	ZMYM1
+SFPQ	SFPQ
+ZMYM4	ZMYM4
+KIAA0319L	KIAA0319L
+NCDN	NCDN
+PSMB2	PSMB2
+C1orf216	C1orf216
+CLSPN	CLSPN
+AGO4	AGO4
+AGO1	AGO1
+AGO3	AGO3
+ADPRHL2	ADPRHL2
+TRAPPC3	TRAPPC3
+MAP7D1	MAP7D1
+THRAP3	THRAP3
+STK40	STK40
+LSM10	LSM10
+MRPS15	MRPS15
+CSF3R	CSF3R
+ZC3H12A	ZC3H12A
+MEAF6	MEAF6
+SNIP1	SNIP1
+GNL2	GNL2
+C1orf109	C1orf109
+CDCA8	CDCA8
+YRDC	YRDC
+C1orf122	C1orf122
+MTF1	MTF1
+INPP5B	INPP5B
+SF3A3	SF3A3
+FHL3	FHL3
+UTP11L	UTP11L
+RRAGC	RRAGC
+MYCBP	MYCBP
+AKIRIN1	AKIRIN1
+NDUFS5	NDUFS5
+MACF1	MACF1
+KIAA0754	KIAA0754
+BMP8A	BMP8A
+PPIEL	PPIEL
+PABPC4	PABPC4
+HEYL	HEYL
+PPIE	PPIE
+TRIT1	TRIT1
+MFSD2A	MFSD2A
+CAP1	CAP1
+PPT1	PPT1
+RLF	RLF
+ZMPSTE24	ZMPSTE24
+SMAP2	SMAP2
+ZFP69B	ZFP69B
+EXO5	EXO5
+ZNF684	ZNF684
+NFYC	NFYC
+CTPS1	CTPS1
+SCMH1	SCMH1
+HIVEP3	HIVEP3
+FOXJ3	FOXJ3
+PPCS	PPCS
+PPIH	PPIH
+YBX1	YBX1
+LEPRE1	LEPRE1
+C1orf50	C1orf50
+CCDC23	CCDC23
+ERMAP	ERMAP
+ZNF691	ZNF691
+SLC2A1	SLC2A1
+EBNA1BP2	EBNA1BP2
+TIE1	TIE1
+CDC20	CDC20
+ELOVL1	ELOVL1
+MED8	MED8
+SZT2	SZT2
+HYI	HYI
+KDM4A	KDM4A
+KDM4A-AS1	KDM4A-AS1
+ST3GAL3	ST3GAL3
+IPO13	IPO13
+DPH2	DPH2
+ATP6V0B	ATP6V0B
+DMAP1	DMAP1
+ERI3	ERI3
+RNF220	RNF220
+TMEM53	TMEM53
+C1orf228	C1orf228
+KIF2C	KIF2C
+RPS8	RPS8
+PLK3	PLK3
+BTBD19	BTBD19
+PTCH2	PTCH2
+EIF2B3	EIF2B3
+HECTD3	HECTD3
+UROD	UROD
+MUTYH	MUTYH
+TOE1	TOE1
+TESK2	TESK2
+CCDC163P	CCDC163P
+PRDX1	PRDX1
+AKR1A1	AKR1A1
+NASP	NASP
+GPBP1L1	GPBP1L1
+TMEM69	TMEM69
+IPP	IPP
+MAST2	MAST2
+PIK3R3	PIK3R3
+POMGNT1	POMGNT1
+LURAP1	LURAP1
+LRRC41	LRRC41
+UQCRH	UQCRH
+NSUN4	NSUN4
+FAAH	FAAH
+MKNK1	MKNK1
+MOB3C	MOB3C
+ATPAF1	ATPAF1
+EFCAB14	EFCAB14
+STIL	STIL
+CMPK1	CMPK1
+SPATA6	SPATA6
+FAF1	FAF1
+CDKN2C	CDKN2C
+RNF11	RNF11
+EPS15	EPS15
+OSBPL9	OSBPL9
+NRD1	NRD1
+TXNDC12	TXNDC12
+KTI12	KTI12
+BTF3L4	BTF3L4
+ZFYVE9	ZFYVE9
+CC2D1B	CC2D1B
+PRPF38A	PRPF38A
+ZCCHC11	ZCCHC11
+GPX7	GPX7
+SELRC1	SELRC1
+ZYG11B	ZYG11B
+ECHDC2	ECHDC2
+SCP2	SCP2
+PODN	PODN
+CPT2	CPT2
+C1orf123	C1orf123
+MAGOH	MAGOH
+LRP8	LRP8
+YIPF1	YIPF1
+HSPB11	HSPB11
+LRRC42	LRRC42
+TMEM59	TMEM59
+TCEANC2	TCEANC2
+MRPL37	MRPL37
+ACOT11	ACOT11
+MROH7	MROH7
+TTC4	TTC4
+DHCR24	DHCR24
+USP24	USP24
+PPAP2B	PPAP2B
+OMA1	OMA1
+TACSTD2	TACSTD2
+MYSM1	MYSM1
+JUN	JUN
+FGGY	FGGY
+NFIA	NFIA
+TM2D1	TM2D1
+INADL	INADL
+L1TD1	L1TD1
+USP1	USP1
+DOCK7	DOCK7
+ATG4C	ATG4C
+ALG6	ALG6
+ITGB3BP	ITGB3BP
+EFCAB7	EFCAB7
+PGM1	PGM1
+RAVER2	RAVER2
+JAK1	JAK1
+AK4	AK4
+LEPR	LEPR
+LEPROT	LEPROT
+PDE4B	PDE4B
+SGIP1	SGIP1
+TCTEX1D1	TCTEX1D1
+MIER1	MIER1
+SLC35D1	SLC35D1
+IL12RB2	IL12RB2
+SERBP1	SERBP1
+GADD45A	GADD45A
+GNG12	GNG12
+WLS	WLS
+DEPDC1	DEPDC1
+LRRC40	LRRC40
+SRSF11	SRSF11
+ANKRD13C	ANKRD13C
+HHLA3	HHLA3
+CTH	CTH
+PTGER3	PTGER3
+ZRANB2	ZRANB2
+FPGT	FPGT
+CRYZ	CRYZ
+TYW3	TYW3
+ACADM	ACADM
+RABGGTB	RABGGTB
+ST6GALNAC3	ST6GALNAC3
+PIGK	PIGK
+ZZZ3	ZZZ3
+USP33	USP33
+FAM73A	FAM73A
+NEXN	NEXN
+FUBP1	FUBP1
+DNAJB4	DNAJB4
+GIPC2	GIPC2
+IFI44L	IFI44L
+IFI44	IFI44
+ELTD1	ELTD1
+LPHN2	LPHN2
+PRKACB	PRKACB
+RPF1	RPF1
+GNG5	GNG5
+CTBS	CTBS
+SSX2IP	SSX2IP
+MCOLN2	MCOLN2
+C1orf52	C1orf52
+BCL10	BCL10
+DDAH1	DDAH1
+CYR61	CYR61
+ZNHIT6	ZNHIT6
+COL24A1	COL24A1
+ODF2L	ODF2L
+SH3GLB1	SH3GLB1
+SEP15	SEP15
+HS2ST1	HS2ST1
+LMO4	LMO4
+PKN2	PKN2
+GTF2B	GTF2B
+CCBL2	CCBL2
+RBMXL1	RBMXL1
+GBP3	GBP3
+GBP1	GBP1
+GBP2	GBP2
+GBP4	GBP4
+GBP5	GBP5
+LRRC8B	LRRC8B
+LRRC8C	LRRC8C
+LRRC8D	LRRC8D
+ZNF326	ZNF326
+ZNF644	ZNF644
+CDC7	CDC7
+TGFBR3	TGFBR3
+KIAA1107	KIAA1107
+GLMN	GLMN
+RPAP2	RPAP2
+GFI1	GFI1
+EVI5	EVI5
+RPL5	RPL5
+FAM69A	FAM69A
+MTF2	MTF2
+TMED5	TMED5
+CCDC18	CCDC18
+DR1	DR1
+FNBP1L	FNBP1L
+BCAR3	BCAR3
+DNTTIP2	DNTTIP2
+GCLM	GCLM
+ARHGAP29	ARHGAP29
+ABCD3	ABCD3
+F3	F3
+CNN3	CNN3
+ALG14	ALG14
+RWDD3	RWDD3
+PTBP2	PTBP2
+DPYD	DPYD
+SNX7	SNX7
+LPPR4	LPPR4
+PALMD	PALMD
+AGL	AGL
+SLC35A3	SLC35A3
+HIAT1	HIAT1
+SASS6	SASS6
+TRMT13	TRMT13
+DBT	DBT
+RTCA	RTCA
+CDC14A	CDC14A
+VCAM1	VCAM1
+EXTL2	EXTL2
+SLC30A7	SLC30A7
+DPH5	DPH5
+S1PR1	S1PR1
+RNPC3	RNPC3
+AMY2B	AMY2B
+PRMT6	PRMT6
+VAV3	VAV3
+SLC25A24	SLC25A24
+FAM102B	FAM102B
+HENMT1	HENMT1
+PRPF38B	PRPF38B
+STXBP3	STXBP3
+GPSM2	GPSM2
+CLCC1	CLCC1
+WDR47	WDR47
+TAF13	TAF13
+TMEM167B	TMEM167B
+KIAA1324	KIAA1324
+SARS	SARS
+CELSR2	CELSR2
+PSRC1	PSRC1
+SORT1	SORT1
+PSMA5	PSMA5
+ATXN7L2	ATXN7L2
+CYB561D1	CYB561D1
+GNAI3	GNAI3
+GNAT2	GNAT2
+AMPD2	AMPD2
+GSTM4	GSTM4
+GSTM2	GSTM2
+GSTM1	GSTM1
+GSTM3	GSTM3
+CSF1	CSF1
+AHCYL1	AHCYL1
+STRIP1	STRIP1
+RBM15	RBM15
+LAMTOR5	LAMTOR5
+KCNA3	KCNA3
+CD53	CD53
+LRIF1	LRIF1
+DRAM2	DRAM2
+CEPT1	CEPT1
+DENND2D	DENND2D
+CHI3L2	CHI3L2
+WDR77	WDR77
+ATP5F1	ATP5F1
+C1orf162	C1orf162
+ADORA3	ADORA3
+RAP1A	RAP1A
+FAM212B	FAM212B
+DDX20	DDX20
+CTTNBP2NL	CTTNBP2NL
+ST7L	ST7L
+CAPZA1	CAPZA1
+MOV10	MOV10
+RHOC	RHOC
+SLC16A1	SLC16A1
+LRIG2	LRIG2
+MAGI3	MAGI3
+PHTF1	PHTF1
+RSBN1	RSBN1
+PTPN22	PTPN22
+AP4B1-AS1	AP4B1-AS1
+BCL2L15	BCL2L15
+AP4B1	AP4B1
+DCLRE1B	DCLRE1B
+HIPK1	HIPK1
+OLFML3	OLFML3
+SYT6	SYT6
+TRIM33	TRIM33
+BCAS2	BCAS2
+NRAS	NRAS
+CSDE1	CSDE1
+SIKE1	SIKE1
+TSPAN2	TSPAN2
+VANGL1	VANGL1
+CASQ2	CASQ2
+MAB21L3	MAB21L3
+ATP1A1	ATP1A1
+ATP1A1OS	ATP1A1OS
+CD58	CD58
+CD2	CD2
+PTGFRN	PTGFRN
+CD101	CD101
+TTF2	TTF2
+MAN1A2	MAN1A2
+FAM46C	FAM46C
+GDAP2	GDAP2
+WDR3	WDR3
+TBX15	TBX15
+WARS2	WARS2
+ZNF697	ZNF697
+PHGDH	PHGDH
+NOTCH2	NOTCH2
+FAM72B	FAM72B
+FCGR1B	FCGR1B
+SRGAP2C	SRGAP2C
+EMBP1	EMBP1
+SRGAP2B	SRGAP2B
+LINC00623	LINC00623
+PFN1P2	PFN1P2
+NBPF9	NBPF9
+PDE4DIP	PDE4DIP
+SEC22B	SEC22B
+NUDT4P1	NUDT4P1
+NOTCH2NL	NOTCH2NL
+NBPF10	NBPF10
+TXNIP	TXNIP
+POLR3GL	POLR3GL
+LIX1L	LIX1L
+RBM8A	RBM8A
+GNRHR2	GNRHR2
+PEX11B	PEX11B
+PIAS3	PIAS3
+POLR3C	POLR3C
+RNF115	RNF115
+CD160	CD160
+GPR89A	GPR89A
+NBPF11	NBPF11
+HYDIN2	HYDIN2
+PRKAB2	PRKAB2
+FMO5	FMO5
+CHD1L	CHD1L
+BCL9	BCL9
+ACP6	ACP6
+GJA5	GJA5
+GPR89B	GPR89B
+NBPF24	NBPF24
+NBPF14	NBPF14
+NBPF15	NBPF15
+NBPF16	NBPF16
+FCGR1C	FCGR1C
+FCGR1A	FCGR1A
+HIST2H2BF	HIST2H2BF
+HIST2H2AA3	HIST2H2AA3
+HIST2H2AA4	HIST2H2AA4
+HIST2H2BE	HIST2H2BE
+BOLA1	BOLA1
+SF3B4	SF3B4
+MTMR11	MTMR11
+VPS45	VPS45
+PLEKHO1	PLEKHO1
+ANP32E	ANP32E
+APH1A	APH1A
+C1orf54	C1orf54
+C1orf51	C1orf51
+MRPS21	MRPS21
+PRPF3	PRPF3
+RPRD2	RPRD2
+TARS2	TARS2
+ECM1	ECM1
+ADAMTSL4	ADAMTSL4
+MCL1	MCL1
+ENSA	ENSA
+GOLPH3L	GOLPH3L
+CTSS	CTSS
+CTSK	CTSK
+ARNT	ARNT
+SETDB1	SETDB1
+CERS2	CERS2
+FAM63A	FAM63A
+PRUNE	PRUNE
+C1orf56	C1orf56
+CDC42SE1	CDC42SE1
+MLLT11	MLLT11
+GABPB2	GABPB2
+TNFAIP8L2	TNFAIP8L2
+SCNM1	SCNM1
+VPS72	VPS72
+PIP5K1A	PIP5K1A
+PSMD4	PSMD4
+ZNF687	ZNF687
+PI4KB	PI4KB
+RFX5	RFX5
+SELENBP1	SELENBP1
+PSMB4	PSMB4
+POGZ	POGZ
+TUFT1	TUFT1
+SNX27	SNX27
+MRPL9	MRPL9
+TDRKH	TDRKH
+THEM4	THEM4
+S100A10	S100A10
+S100A11	S100A11
+TCHH	TCHH
+HRNR	HRNR
+S100A9	S100A9
+S100A12	S100A12
+S100A8	S100A8
+S100A6	S100A6
+S100A4	S100A4
+S100A16	S100A16
+S100A13	S100A13
+CHTOP	CHTOP
+SNAPIN	SNAPIN
+ILF2	ILF2
+NPR1	NPR1
+INTS3	INTS3
+SLC27A3	SLC27A3
+GATAD2B	GATAD2B
+DENND4B	DENND4B
+CRTC2	CRTC2
+SLC39A1	SLC39A1
+CREB3L4	CREB3L4
+JTB	JTB
+RAB13	RAB13
+RPS27	RPS27
+TPM3	TPM3
+C1orf43	C1orf43
+UBAP2L	UBAP2L
+HAX1	HAX1
+ATP8B2	ATP8B2
+IL6R	IL6R
+SHE	SHE
+UBE2Q1	UBE2Q1
+ADAR	ADAR
+KCNN3	KCNN3
+PMVK	PMVK
+PBXIP1	PBXIP1
+PYGO2	PYGO2
+SHC1	SHC1
+CKS1B	CKS1B
+FLAD1	FLAD1
+ZBTB7B	ZBTB7B
+ADAM15	ADAM15
+EFNA4	EFNA4
+EFNA1	EFNA1
+SLC50A1	SLC50A1
+DPM3	DPM3
+KRTCAP2	KRTCAP2
+THBS3	THBS3
+MTX1	MTX1
+GBA	GBA
+SCAMP3	SCAMP3
+CLK2	CLK2
+FDPS	FDPS
+RUSC1	RUSC1
+ASH1L	ASH1L
+ASH1L-AS1	ASH1L-AS1
+MSTO1	MSTO1
+MSTO2P	MSTO2P
+YY1AP1	YY1AP1
+DAP3	DAP3
+GON4L	GON4L
+SYT11	SYT11
+RIT1	RIT1
+KIAA0907	KIAA0907
+ARHGEF2	ARHGEF2
+SSR2	SSR2
+UBQLN4	UBQLN4
+LAMTOR2	LAMTOR2
+LMNA	LMNA
+SEMA4A	SEMA4A
+SLC25A44	SLC25A44
+PMF1-BGLAP	PMF1-BGLAP
+PMF1	PMF1
+SMG5	SMG5
+TMEM79	TMEM79
+C1orf85	C1orf85
+CCT3	CCT3
+MEF2D	MEF2D
+IQGAP3	IQGAP3
+APOA1BP	APOA1BP
+GPATCH4	GPATCH4
+NES	NES
+ISG20L2	ISG20L2
+RRNAD1	RRNAD1
+MRPL24	MRPL24
+HDGF	HDGF
+PRCC	PRCC
+SH2D2A	SH2D2A
+NTRK1	NTRK1
+PEAR1	PEAR1
+ARHGEF11	ARHGEF11
+ETV3	ETV3
+FCRL5	FCRL5
+FCRL3	FCRL3
+FCRL2	FCRL2
+FCRL1	FCRL1
+KIRREL	KIRREL
+CD1D	CD1D
+CD1A	CD1A
+CD1C	CD1C
+CD1E	CD1E
+MNDA	MNDA
+PYHIN1	PYHIN1
+IFI16	IFI16
+DARC	DARC
+FCER1A	FCER1A
+DUSP23	DUSP23
+FCRL6	FCRL6
+SLAMF8	SLAMF8
+TAGLN2	TAGLN2
+PIGM	PIGM
+IGSF8	IGSF8
+ATP1A2	ATP1A2
+PEA15	PEA15
+DCAF8	DCAF8
+PEX19	PEX19
+COPA	COPA
+SUMO1P3	SUMO1P3
+NCSTN	NCSTN
+SLAMF6	SLAMF6
+CD84	CD84
+SLAMF1	SLAMF1
+CD48	CD48
+SLAMF7	SLAMF7
+LY9	LY9
+CD244	CD244
+F11R	F11R
+TSTD1	TSTD1
+USF1	USF1
+ARHGAP30	ARHGAP30
+PFDN2	PFDN2
+NIT1	NIT1
+DEDD	DEDD
+UFC1	UFC1
+USP21	USP21
+PPOX	PPOX
+B4GALT3	B4GALT3
+ADAMTS4	ADAMTS4
+NDUFS2	NDUFS2
+FCER1G	FCER1G
+TOMM40L	TOMM40L
+SDHC	SDHC
+FCGR2A	FCGR2A
+HSPA6	HSPA6
+FCGR3A	FCGR3A
+FCGR2B	FCGR2B
+FCGR2C	FCGR2C
+HSPA7	HSPA7
+FCGR3B	FCGR3B
+FCRLA	FCRLA
+DUSP12	DUSP12
+ATF6	ATF6
+OLFML2B	OLFML2B
+SH2D1B	SH2D1B
+UHMK1	UHMK1
+UAP1	UAP1
+DDR2	DDR2
+HSD17B7	HSD17B7
+RGS5	RGS5
+NUF2	NUF2
+PBX1	PBX1
+MGST3	MGST3
+ALDH9A1	ALDH9A1
+TMCO1	TMCO1
+UCK2	UCK2
+POGK	POGK
+TADA1	TADA1
+DUSP27	DUSP27
+POU2F1	POU2F1
+CD247	CD247
+CREG1	CREG1
+RCSD1	RCSD1
+MPZL1	MPZL1
+MPC2	MPC2
+DCAF6	DCAF6
+GPR161	GPR161
+TIPRL	TIPRL
+SFT2D2	SFT2D2
+ANKRD36BP1	ANKRD36BP1
+XCL2	XCL2
+XCL1	XCL1
+ATP1B1	ATP1B1
+NME7	NME7
+BLZF1	BLZF1
+SLC19A2	SLC19A2
+F5	F5
+C1orf112	C1orf112
+SELL	SELL
+SELE	SELE
+METTL18	METTL18
+SCYL3	SCYL3
+KIFAP3	KIFAP3
+GORAB	GORAB
+PRRX1	PRRX1
+FMO4	FMO4
+PRRC2C	PRRC2C
+VAMP4	VAMP4
+METTL13	METTL13
+DNM3	DNM3
+DNM3OS	DNM3OS
+PIGC	PIGC
+SUCO	SUCO
+FASLG	FASLG
+TNFSF18	TNFSF18
+TNFSF4	TNFSF4
+PRDX6	PRDX6
+KLHL20	KLHL20
+CENPL	CENPL
+DARS2	DARS2
+GAS5	GAS5
+ZBTB37	ZBTB37
+RC3H1	RC3H1
+RABGAP1L	RABGAP1L
+CACYBP	CACYBP
+MRPS14	MRPS14
+KIAA0040	KIAA0040
+RFWD2	RFWD2
+RASAL2	RASAL2
+RALGPS2	RALGPS2
+FAM20B	FAM20B
+TOR3A	TOR3A
+ABL2	ABL2
+SOAT1	SOAT1
+TOR1AIP2	TOR1AIP2
+TOR1AIP1	TOR1AIP1
+CEP350	CEP350
+QSOX1	QSOX1
+ACBD6	ACBD6
+XPR1	XPR1
+STX6	STX6
+MR1	MR1
+IER5	IER5
+GLUL	GLUL
+RNASEL	RNASEL
+RGS16	RGS16
+NPL	NPL
+DHX9	DHX9
+LAMC1	LAMC1
+SMG7	SMG7
+NCF2	NCF2
+ARPC5	ARPC5
+RGL1	RGL1
+TSEN15	TSEN15
+C1orf21	C1orf21
+EDEM3	EDEM3
+FAM129A	FAM129A
+RNF2	RNF2
+TRMT1L	TRMT1L
+SWT1	SWT1
+IVNS1ABP	IVNS1ABP
+HMCN1	HMCN1
+TPR	TPR
+C1orf27	C1orf27
+OCLM	OCLM
+PTGS2	PTGS2
+PLA2G4A	PLA2G4A
+RGS18	RGS18
+RGS1	RGS1
+RGS13	RGS13
+RGS2	RGS2
+UCHL5	UCHL5
+TROVE2	TROVE2
+GLRX2	GLRX2
+CDC73	CDC73
+B3GALT2	B3GALT2
+CFH	CFH
+ASPM	ASPM
+ZBTB41	ZBTB41
+DENND1B	DENND1B
+NEK7	NEK7
+PTPRC	PTPRC
+NR5A2	NR5A2
+ZNF281	ZNF281
+KIF14	KIF14
+DDX59	DDX59
+CAMSAP2	CAMSAP2
+KIF21B	KIF21B
+TMEM9	TMEM9
+CSRP1	CSRP1
+NAV1	NAV1
+IPO9	IPO9
+SHISA4	SHISA4
+LMOD1	LMOD1
+TIMM17A	TIMM17A
+RNPEP	RNPEP
+PTPN7	PTPN7
+LGR6	LGR6
+UBE2T	UBE2T
+PPP1R12B	PPP1R12B
+KDM5B	KDM5B
+RABIF	RABIF
+KLHL12	KLHL12
+ADIPOR1	ADIPOR1
+CYB5R1	CYB5R1
+TMEM183A	TMEM183A
+CHI3L1	CHI3L1
+BTG2	BTG2
+FMOD	FMOD
+PRELP	PRELP
+ATP2B4	ATP2B4
+LAX1	LAX1
+ZC3H11A	ZC3H11A
+ZBED6	ZBED6
+SNRPE	SNRPE
+SOX13	SOX13
+PPP1R15B	PPP1R15B
+PIK3C2B	PIK3C2B
+MDM4	MDM4
+RBBP5	RBBP5
+DSTYK	DSTYK
+NUAK2	NUAK2
+CDK18	CDK18
+ELK4	ELK4
+SLC45A3	SLC45A3
+NUCKS1	NUCKS1
+RAB7L1	RAB7L1
+SLC41A1	SLC41A1
+PM20D1	PM20D1
+FAM72A	FAM72A
+C1orf186	C1orf186
+SRGAP2	SRGAP2
+IKBKE	IKBKE
+RASSF5	RASSF5
+EIF2D	EIF2D
+DYRK3	DYRK3
+MAPKAPK2	MAPKAPK2
+IL10	IL10
+IL24	IL24
+FAIM3	FAIM3
+YOD1	YOD1
+PFKFB2	PFKFB2
+CD55	CD55
+CR1	CR1
+CD46	CD46
+CD34	CD34
+PLXNA2	PLXNA2
+LAMB3	LAMB3
+G0S2	G0S2
+TRAF3IP3	TRAF3IP3
+C1orf74	C1orf74
+DIEXF	DIEXF
+HHAT	HHAT
+RCOR3	RCOR3
+TRAF5	TRAF5
+RD3	RD3
+SLC30A1	SLC30A1
+NEK2	NEK2
+LPGAT1	LPGAT1
+INTS7	INTS7
+DTL	DTL
+RPL21P28	RPL21P28
+PPP2R5A	PPP2R5A
+TMEM206	TMEM206
+NENF	NENF
+ATF3	ATF3
+FAM71A	FAM71A
+NSL1	NSL1
+TATDN3	TATDN3
+FLVCR1	FLVCR1
+ANGEL2	ANGEL2
+RPS6KC1	RPS6KC1
+PROX1	PROX1
+SMYD2	SMYD2
+PTPN14	PTPN14
+CENPF	CENPF
+GPATCH2	GPATCH2
+RRP15	RRP15
+TGFB2	TGFB2
+LYPLAL1	LYPLAL1
+EPRS	EPRS
+BPNT1	BPNT1
+IARS2	IARS2
+RAB3GAP2	RAB3GAP2
+MARK1	MARK1
+HLX	HLX
+DUSP10	DUSP10
+TAF1A	TAF1A
+MIA3	MIA3
+AIDA	AIDA
+BROX	BROX
+DISP1	DISP1
+TLR5	TLR5
+CAPN2	CAPN2
+TP53BP2	TP53BP2
+FBXO28	FBXO28
+DEGS1	DEGS1
+NVL	NVL
+CNIH4	CNIH4
+WDR26	WDR26
+LBR	LBR
+ENAH	ENAH
+SRP9	SRP9
+TMEM63A	TMEM63A
+PYCR2	PYCR2
+SDE2	SDE2
+H3F3A	H3F3A
+ACBD3	ACBD3
+PARP1	PARP1
+ITPKB	ITPKB
+PSEN2	PSEN2
+ADCK3	ADCK3
+CDC42BPA	CDC42BPA
+ZNF678	ZNF678
+SNAP47	SNAP47
+JMJD4	JMJD4
+ARF1	ARF1
+C1orf35	C1orf35
+SLC5A6	SLC5A6
+ATRAID	ATRAID
+CAD	CAD
+MPV17	MPV17
+GTF3C2	GTF3C2
+EIF2B4	EIF2B4
+SNX17	SNX17
+ZNF513	ZNF513
+PPM1G	PPM1G
+NRBP1	NRBP1
+IFT172	IFT172
+ZNF512	ZNF512
+GPN1	GPN1
+SUPT7L	SUPT7L
+SLC4A1AP	SLC4A1AP
+MRPL33	MRPL33
+BRE	BRE
+FOSL2	FOSL2
+PLB1	PLB1
+PPP1CB	PPP1CB
+SPDYA	SPDYA
+TRMT61B	TRMT61B
+WDR43	WDR43
+FAM179A	FAM179A
+CLIP4	CLIP4
+YPEL5	YPEL5
+LBH	LBH
+LCLAT1	LCLAT1
+EHD3	EHD3
+MEMO1	MEMO1
+DPY30	DPY30
+SPAST	SPAST
+SLC30A6	SLC30A6
+NLRC4	NLRC4
+YIPF4	YIPF4
+BIRC6	BIRC6
+TTC27	TTC27
+LTBP1	LTBP1
+RASGRP3	RASGRP3
+FAM98A	FAM98A
+CRIM1	CRIM1
+FEZ2	FEZ2
+STRN	STRN
+HEATR5B	HEATR5B
+GPATCH11	GPATCH11
+EIF2AK2	EIF2AK2
+CEBPZ	CEBPZ
+NDUFAF7	NDUFAF7
+PRKD3	PRKD3
+QPCT	QPCT
+CDC42EP3	CDC42EP3
+RMDN2	RMDN2
+CYP1B1	CYP1B1
+ATL2	ATL2
+GALM	GALM
+SRSF7	SRSF7
+GEMIN6	GEMIN6
+DHX57	DHX57
+MORN2	MORN2
+SOS1	SOS1
+MAP4K3	MAP4K3
+THUMPD2	THUMPD2
+SLC8A1	SLC8A1
+EML4	EML4
+COX7A2L	COX7A2L
+MTA3	MTA3
+HAAO	HAAO
+THADA	THADA
+ZFP36L2	ZFP36L2
+PLEKHH2	PLEKHH2
+DYNC2LI1	DYNC2LI1
+LRPPRC	LRPPRC
+PPM1B	PPM1B
+PREPL	PREPL
+CAMKMT	CAMKMT
+SRBD1	SRBD1
+PRKCE	PRKCE
+EPAS1	EPAS1
+RHOQ	RHOQ
+PIGF	PIGF
+CRIPT	CRIPT
+SOCS5	SOCS5
+MCFD2	MCFD2
+TTC7A	TTC7A
+CALM2	CALM2
+MSH2	MSH2
+MSH6	MSH6
+FBXO11	FBXO11
+FOXN2	FOXN2
+PPP1R21	PPP1R21
+GPR75-ASB3	GPR75-ASB3
+ASB3	ASB3
+CHAC2	CHAC2
+ERLEC1	ERLEC1
+PSME4	PSME4
+ACYP2	ACYP2
+SPTBN1	SPTBN1
+EML6	EML6
+RTN4	RTN4
+CLHC1	CLHC1
+RPS27A	RPS27A
+MTIF2	MTIF2
+CCDC88A	CCDC88A
+CCDC104	CCDC104
+SMEK2	SMEK2
+PNPT1	PNPT1
+EFEMP1	EFEMP1
+VRK2	VRK2
+FANCL	FANCL
+BCL11A	BCL11A
+PAPOLG	PAPOLG
+REL	REL
+PUS10	PUS10
+PEX13	PEX13
+KIAA1841	KIAA1841
+C2orf74	C2orf74
+AHSA2	AHSA2
+USP34	USP34
+XPO1	XPO1
+FAM161A	FAM161A
+CCT4	CCT4
+COMMD1	COMMD1
+B3GNT2	B3GNT2
+EHBP1	EHBP1
+WDPCP	WDPCP
+MDH1	MDH1
+UGP2	UGP2
+VPS54	VPS54
+PELI1	PELI1
+LGALSL	LGALSL
+AFTPH	AFTPH
+SERTAD2	SERTAD2
+SLC1A4	SLC1A4
+CEP68	CEP68
+RAB1A	RAB1A
+ACTR2	ACTR2
+SPRED2	SPRED2
+MEIS1	MEIS1
+ETAA1	ETAA1
+C1D	C1D
+WDR92	WDR92
+PNO1	PNO1
+PPP3R1	PPP3R1
+CNRIP1	CNRIP1
+PLEK	PLEK
+FBXO48	FBXO48
+APLF	APLF
+ARHGAP25	ARHGAP25
+ANTXR1	ANTXR1
+GFPT1	GFPT1
+NFU1	NFU1
+AAK1	AAK1
+ANXA4	ANXA4
+GMCL1	GMCL1
+SNRNP27	SNRNP27
+MXD1	MXD1
+PCBP1-AS1	PCBP1-AS1
+PCBP1	PCBP1
+C2orf42	C2orf42
+TIA1	TIA1
+PCYOX1	PCYOX1
+SNRPG	SNRPG
+FAM136A	FAM136A
+TGFA	TGFA
+CD207	CD207
+TEX261	TEX261
+NAGK	NAGK
+MCEE	MCEE
+MPHOSPH10	MPHOSPH10
+ZNF638	ZNF638
+DYSF	DYSF
+EXOC6B	EXOC6B
+SPR	SPR
+SFXN5	SFXN5
+SMYD5	SMYD5
+PRADC1	PRADC1
+CCT7	CCT7
+FBXO41	FBXO41
+ALMS1	ALMS1
+TPRKB	TPRKB
+DUSP11	DUSP11
+STAMBP	STAMBP
+ACTG2	ACTG2
+DGUOK	DGUOK
+TET3	TET3
+BOLA3	BOLA3
+BOLA3-AS1	BOLA3-AS1
+MOB1A	MOB1A
+MTHFD2	MTHFD2
+SLC4A5	SLC4A5
+DCTN1	DCTN1
+WDR54	WDR54
+RTKN	RTKN
+WBP1	WBP1
+MOGS	MOGS
+MRPL53	MRPL53
+CCDC142	CCDC142
+TTC31	TTC31
+LBX2-AS1	LBX2-AS1
+PCGF1	PCGF1
+AUP1	AUP1
+HTRA2	HTRA2
+LOXL3	LOXL3
+DOK1	DOK1
+SEMA4F	SEMA4F
+HK2	HK2
+POLE4	POLE4
+TACR1	TACR1
+MRPL19	MRPL19
+GCFC2	GCFC2
+SUCLG1	SUCLG1
+TMSB10	TMSB10
+KCMF1	KCMF1
+TCF7L1	TCF7L1
+TGOLN2	TGOLN2
+RETSAT	RETSAT
+ELMOD3	ELMOD3
+CAPG	CAPG
+MAT2A	MAT2A
+GGCX	GGCX
+VAMP8	VAMP8
+VAMP5	VAMP5
+RNF181	RNF181
+TMEM150A	TMEM150A
+USP39	USP39
+C2orf68	C2orf68
+GNLY	GNLY
+ST3GAL5	ST3GAL5
+POLR1A	POLR1A
+PTCD3	PTCD3
+IMMT	IMMT
+MRPL35	MRPL35
+KDM3A	KDM3A
+CHMP3	CHMP3
+RNF103	RNF103
+RMND5A	RMND5A
+CD8A	CD8A
+CD8B	CD8B
+RGPD1	RGPD1
+PLGLB1	PLGLB1
+LINC00152	LINC00152
+RGPD2	RGPD2
+KRCC1	KRCC1
+EIF2AK3	EIF2AK3
+RPIA	RPIA
+MAL	MAL
+MRPS5	MRPS5
+ZNF514	ZNF514
+ZNF2	ZNF2
+FAHD2A	FAHD2A
+GPAT2	GPAT2
+ADRA2B	ADRA2B
+ASTL	ASTL
+DUSP2	DUSP2
+STARD7	STARD7
+TMEM127	TMEM127
+CIAO1	CIAO1
+SNRNP200	SNRNP200
+ITPRIPL1	ITPRIPL1
+NCAPH	NCAPH
+ARID5A	ARID5A
+KANSL3	KANSL3
+LMAN2L	LMAN2L
+CNNM4	CNNM4
+CNNM3	CNNM3
+ANKRD39	ANKRD39
+SEMA4C	SEMA4C
+FAHD2B	FAHD2B
+ANKRD36	ANKRD36
+ANKRD36B	ANKRD36B
+COX5B	COX5B
+ACTR1B	ACTR1B
+ZAP70	ZAP70
+TMEM131	TMEM131
+INPP4A	INPP4A
+COA5	COA5
+UNC50	UNC50
+MGAT4A	MGAT4A
+LIPT1	LIPT1
+MITD1	MITD1
+MRPL30	MRPL30
+TXNDC9	TXNDC9
+EIF5B	EIF5B
+REV1	REV1
+AFF3	AFF3
+CHST10	CHST10
+PDCL3	PDCL3
+RPL31	RPL31
+TBC1D8	TBC1D8
+CNOT11	CNOT11
+RNF149	RNF149
+MAP4K4	MAP4K4
+IL1R2	IL1R2
+IL1R1	IL1R1
+IL1RL1	IL1RL1
+IL18R1	IL18R1
+IL18RAP	IL18RAP
+SLC9A4	SLC9A4
+MFSD9	MFSD9
+TMEM182	TMEM182
+MRPS9	MRPS9
+TGFBRAP1	TGFBRAP1
+C2orf49	C2orf49
+FHL2	FHL2
+NCK2	NCK2
+UXS1	UXS1
+RGPD3	RGPD3
+GCC2	GCC2
+LIMS1	LIMS1
+RANBP2	RANBP2
+CCDC138	CCDC138
+SH3RF3	SH3RF3
+SEPT10	SEPT10
+RGPD5	RGPD5
+LIMS3	LIMS3
+MALL	MALL
+LINC00116	LINC00116
+LIMS3L	LIMS3L
+RGPD6	RGPD6
+BUB1	BUB1
+BCL2L11	BCL2L11
+ANAPC1	ANAPC1
+MERTK	MERTK
+TMEM87B	TMEM87B
+FBLN7	FBLN7
+ZC3H8	ZC3H8
+ZC3H6	ZC3H6
+RGPD8	RGPD8
+TTL	TTL
+POLR1B	POLR1B
+CHCHD5	CHCHD5
+SLC20A1	SLC20A1
+CKAP2L	CKAP2L
+IL1A	IL1A
+IL1B	IL1B
+IL1RN	IL1RN
+PSD4	PSD4
+PAX8	PAX8
+CBWD2	CBWD2
+WASH2P	WASH2P
+RPL23AP7	RPL23AP7
+RABL2A	RABL2A
+SLC35F5	SLC35F5
+ACTR3	ACTR3
+DDX18	DDX18
+CCDC93	CCDC93
+INSIG2	INSIG2
+MARCO	MARCO
+STEAP3	STEAP3
+DBI	DBI
+TMEM37	TMEM37
+PTPN4	PTPN4
+EPB41L5	EPB41L5
+TMEM185B	TMEM185B
+RALB	RALB
+INHBB	INHBB
+TFCP2L1	TFCP2L1
+CLASP1	CLASP1
+MKI67IP	MKI67IP
+TSN	TSN
+GYPC	GYPC
+BIN1	BIN1
+ERCC3	ERCC3
+MAP3K2	MAP3K2
+IWS1	IWS1
+LIMS2	LIMS2
+WDR33	WDR33
+POLR2D	POLR2D
+AMMECR1L	AMMECR1L
+SAP130	SAP130
+UGGT1	UGGT1
+HS6ST1	HS6ST1
+SMPD4	SMPD4
+MZT2B	MZT2B
+CCDC115	CCDC115
+IMP4	IMP4
+PTPN18	PTPN18
+FAM168B	FAM168B
+PLEKHB2	PLEKHB2
+NCKAP5	NCKAP5
+MGAT5	MGAT5
+CCNT2	CCNT2
+RAB3GAP1	RAB3GAP1
+ZRANB3	ZRANB3
+R3HDM1	R3HDM1
+UBXN4	UBXN4
+MCM6	MCM6
+DARS	DARS
+CXCR4	CXCR4
+HNMT	HNMT
+SPOPL	SPOPL
+KYNU	KYNU
+ARHGAP15	ARHGAP15
+GTDC1	GTDC1
+ZEB2	ZEB2
+ACVR2A	ACVR2A
+ORC4	ORC4
+MBD5	MBD5
+EPC2	EPC2
+MMADHC	MMADHC
+RND3	RND3
+RBM43	RBM43
+NMI	NMI
+TNFAIP6	TNFAIP6
+RIF1	RIF1
+NEB	NEB
+ARL5A	ARL5A
+STAM2	STAM2
+FMNL2	FMNL2
+PRPF40A	PRPF40A
+ARL6IP6	ARL6IP6
+NR4A2	NR4A2
+GPD2	GPD2
+FAM133DP	FAM133DP
+CYTIP	CYTIP
+ACVR1	ACVR1
+PKP4	PKP4
+TANC1	TANC1
+WDSUB1	WDSUB1
+BAZ2B	BAZ2B
+MARCH7	MARCH7
+CD302	CD302
+LY75-CD302	LY75-CD302
+LY75	LY75
+RBMS1	RBMS1
+TANK	TANK
+PSMD14	PSMD14
+DPP4	DPP4
+FAP	FAP
+IFIH1	IFIH1
+GCA	GCA
+COBLL1	COBLL1
+SLC38A11	SLC38A11
+CSRNP3	CSRNP3
+GALNT3	GALNT3
+TTC21B	TTC21B
+SCN9A	SCN9A
+STK39	STK39
+CERS6	CERS6
+CERS6-AS1	CERS6-AS1
+NOSTRIN	NOSTRIN
+SPC25	SPC25
+DHRS9	DHRS9
+BBS5	BBS5
+FASTKD1	FASTKD1
+PPIG	PPIG
+PHOSPHO2	PHOSPHO2
+KLHL23	KLHL23
+SSB	SSB
+METTL5	METTL5
+UBR3	UBR3
+GORASP2	GORASP2
+TLK1	TLK1
+METTL8	METTL8
+DCAF17	DCAF17
+CYBRD1	CYBRD1
+DYNC1I2	DYNC1I2
+SLC25A12	SLC25A12
+HAT1	HAT1
+ITGA6	ITGA6
+PDK1	PDK1
+RAPGEF4	RAPGEF4
+CDCA7	CDCA7
+SP3	SP3
+OLA1	OLA1
+CIR1	CIR1
+SCRN3	SCRN3
+GPR155	GPR155
+WIPF1	WIPF1
+H3F3AP4	H3F3AP4
+CHN1	CHN1
+ATF2	ATF2
+ATP5G3	ATP5G3
+KIAA1715	KIAA1715
+MTX2	MTX2
+HNRNPA3	HNRNPA3
+NFE2L2	NFE2L2
+AGPS	AGPS
+RBM45	RBM45
+OSBPL6	OSBPL6
+PRKRA	PRKRA
+FKBP7	FKBP7
+PLEKHA3	PLEKHA3
+TTN-AS1	TTN-AS1
+TTN	TTN
+CCDC141	CCDC141
+SESTD1	SESTD1
+CWC22	CWC22
+UBE2E3	UBE2E3
+ITGA4	ITGA4
+CERKL	CERKL
+SSFA2	SSFA2
+PDE1A	PDE1A
+DNAJC10	DNAJC10
+FRZB	FRZB
+NCKAP1	NCKAP1
+NUP35	NUP35
+ZC3H15	ZC3H15
+ITGAV	ITGAV
+CALCRL	CALCRL
+TFPI	TFPI
+COL3A1	COL3A1
+COL5A2	COL5A2
+WDR75	WDR75
+SLC40A1	SLC40A1
+ASNSD1	ASNSD1
+ANKAR	ANKAR
+OSGEPL1	OSGEPL1
+ORMDL1	ORMDL1
+PMS1	PMS1
+HIBCH	HIBCH
+INPP1	INPP1
+MFSD6	MFSD6
+TMEM194B	TMEM194B
+NAB1	NAB1
+GLS	GLS
+STAT1	STAT1
+STAT4	STAT4
+MYO1B	MYO1B
+NABP1	NABP1
+SDPR	SDPR
+SLC39A10	SLC39A10
+STK17B	STK17B
+HECW2	HECW2
+GTF3C3	GTF3C3
+PGAP1	PGAP1
+ANKRD44	ANKRD44
+SF3B1	SF3B1
+COQ10B	COQ10B
+HSPD1	HSPD1
+HSPE1	HSPE1
+HSPE1-MOB4	HSPE1-MOB4
+MOB4	MOB4
+RFTN2	RFTN2
+MARS2	MARS2
+PLCL1	PLCL1
+C2orf69	C2orf69
+TYW5	TYW5
+C2orf47	C2orf47
+SPATS2L	SPATS2L
+KCTD18	KCTD18
+SGOL2	SGOL2
+BZW1	BZW1
+CLK1	CLK1
+PPIL3	PPIL3
+NIF3L1	NIF3L1
+ORC2	ORC2
+FAM126B	FAM126B
+NDUFB3	NDUFB3
+CFLAR	CFLAR
+CASP10	CASP10
+CASP8	CASP8
+TRAK2	TRAK2
+STRADB	STRADB
+TMEM237	TMEM237
+ALS2	ALS2
+CDK15	CDK15
+FZD7	FZD7
+SUMO1	SUMO1
+NOP58	NOP58
+BMPR2	BMPR2
+FAM117B	FAM117B
+ICA1L	ICA1L
+WDR12	WDR12
+NBEAL1	NBEAL1
+CYP20A1	CYP20A1
+ABI2	ABI2
+RAPH1	RAPH1
+CD28	CD28
+CTLA4	CTLA4
+ICOS	ICOS
+NRP2	NRP2
+INO80D	INO80D
+NDUFS1	NDUFS1
+EEF1B2	EEF1B2
+ZDBF2	ZDBF2
+FASTKD2	FASTKD2
+KLF7	KLF7
+CREB1	CREB1
+METTL21A	METTL21A
+CCNYL1	CCNYL1
+FZD5	FZD5
+PLEKHM3	PLEKHM3
+IDH1	IDH1
+PIKFYVE	PIKFYVE
+MAP2	MAP2
+RPE	RPE
+KANSL1L	KANSL1L
+LANCL1	LANCL1
+IKZF2	IKZF2
+SPAG16	SPAG16
+BARD1	BARD1
+ATIC	ATIC
+FN1	FN1
+MREG	MREG
+PECR	PECR
+XRCC5	XRCC5
+SMARCAL1	SMARCAL1
+RPL37A	RPL37A
+IGFBP5	IGFBP5
+TNS1	TNS1
+ARPC2	ARPC2
+GPBAR1	GPBAR1
+AAMP	AAMP
+PNKD	PNKD
+TMBIM1	TMBIM1
+SLC11A1	SLC11A1
+CTDSP1	CTDSP1
+USP37	USP37
+RQCD1	RQCD1
+ZNF142	ZNF142
+BCS1L	BCS1L
+RNF25	RNF25
+STK36	STK36
+TTLL4	TTLL4
+CYP27A1	CYP27A1
+NHEJ1	NHEJ1
+CNPPD1	CNPPD1
+FAM134A	FAM134A
+ZFAND2B	ZFAND2B
+ABCB6	ABCB6
+ATG9A	ATG9A
+ANKZF1	ANKZF1
+GLB1L	GLB1L
+STK16	STK16
+TUBA4A	TUBA4A
+DNAJB2	DNAJB2
+DNPEP	DNPEP
+GMPPA	GMPPA
+STK11IP	STK11IP
+EPHA4	EPHA4
+FARSB	FARSB
+PLCL2	PLCL2
+TBC1D5	TBC1D5
+SATB1	SATB1
+RAB5A	RAB5A
+KAT2B	KAT2B
+SGOL1	SGOL1
+UBE2E2	UBE2E2
+UBE2E1	UBE2E1
+NKIRAS1	NKIRAS1
+RPL15	RPL15
+NR1D2	NR1D2
+RARB	RARB
+TOP2B	TOP2B
+NGLY1	NGLY1
+OXSM	OXSM
+SLC4A7	SLC4A7
+EOMES	EOMES
+CMC1	CMC1
+AZI2	AZI2
+RBMS3	RBMS3
+TGFBR2	TGFBR2
+STT3B	STT3B
+GPD1L	GPD1L
+CMTM7	CMTM7
+CMTM6	CMTM6
+DYNC1LI1	DYNC1LI1
+CNOT10	CNOT10
+CCR4	CCR4
+GLB1	GLB1
+TMPPE	TMPPE
+CRTAP	CRTAP
+FBXL2	FBXL2
+UBP1	UBP1
+CLASP2	CLASP2
+PDCD6IP	PDCD6IP
+TRANK1	TRANK1
+EPM2AIP1	EPM2AIP1
+MLH1	MLH1
+LRRFIP2	LRRFIP2
+GOLGA4	GOLGA4
+ITGA9	ITGA9
+CTDSPL	CTDSPL
+VILL	VILL
+PLCD1	PLCD1
+ACAA1	ACAA1
+MYD88	MYD88
+OXSR1	OXSR1
+ACVR2B	ACVR2B
+EXOG	EXOG
+WDR48	WDR48
+GORASP1	GORASP1
+CSRNP1	CSRNP1
+CX3CR1	CX3CR1
+SLC25A38	SLC25A38
+RPSA	RPSA
+EIF1B	EIF1B
+RPL14	RPL14
+ZNF619	ZNF619
+ZNF620	ZNF620
+ZNF621	ZNF621
+CTNNB1	CTNNB1
+ULK4	ULK4
+TRAK1	TRAK1
+SEC22C	SEC22C
+SS18L2	SS18L2
+NKTR	NKTR
+HIGD1A	HIGD1A
+ZNF662	ZNF662
+SNRK	SNRK
+ANO10	ANO10
+ABHD5	ABHD5
+TCAIM	TCAIM
+ZNF445	ZNF445
+ZNF197	ZNF197
+ZNF35	ZNF35
+ZNF501	ZNF501
+KIAA1143	KIAA1143
+KIF15	KIF15
+TMEM42	TMEM42
+ZDHHC3	ZDHHC3
+EXOSC7	EXOSC7
+CDCP1	CDCP1
+LARS2	LARS2
+LIMD1	LIMD1
+LIMD1-AS1	LIMD1-AS1
+SACM1L	SACM1L
+LZTFL1	LZTFL1
+FYCO1	FYCO1
+CXCR6	CXCR6
+CCR1	CCR1
+CCR2	CCR2
+CCR5	CCR5
+CCRL2	CCRL2
+CCDC12	CCDC12
+NBEAL2	NBEAL2
+SETD2	SETD2
+KIF9	KIF9
+KLHL18	KLHL18
+PTPN23	PTPN23
+SCAP	SCAP
+ELP6	ELP6
+SMARCC1	SMARCC1
+DHX30	DHX30
+MAP4	MAP4
+ZNF589	ZNF589
+NME6	NME6
+CCDC51	CCDC51
+TMA7	TMA7
+ATRIP	ATRIP
+TREX1	TREX1
+SHISA5	SHISA5
+PFKFB4	PFKFB4
+UQCRC1	UQCRC1
+SLC26A6	SLC26A6
+CELSR3	CELSR3
+NCKIPSD	NCKIPSD
+IP6K2	IP6K2
+PRKAR2A	PRKAR2A
+SLC25A20	SLC25A20
+ARIH2OS	ARIH2OS
+ARIH2	ARIH2
+P4HTM	P4HTM
+WDR6	WDR6
+DALRD3	DALRD3
+NDUFAF3	NDUFAF3
+IMPDH2	IMPDH2
+QRICH1	QRICH1
+QARS	QARS
+USP19	USP19
+LAMB2	LAMB2
+KLHDC8B	KLHDC8B
+C3orf62	C3orf62
+USP4	USP4
+GPX1	GPX1
+RHOA	RHOA
+TCTA	TCTA
+AMT	AMT
+NICN1	NICN1
+DAG1	DAG1
+APEH	APEH
+RNF123	RNF123
+AMIGO3	AMIGO3
+GMPPB	GMPPB
+IP6K1	IP6K1
+FAM212A	FAM212A
+UBA7	UBA7
+MON1A	MON1A
+RBM6	RBM6
+RBM5	RBM5
+GNAI2	GNAI2
+IFRD2	IFRD2
+HYAL3	HYAL3
+NAT6	NAT6
+HYAL2	HYAL2
+TUSC2	TUSC2
+RASSF1	RASSF1
+NPRL2	NPRL2
+CYB561D2	CYB561D2
+TMEM115	TMEM115
+C3orf18	C3orf18
+HEMK1	HEMK1
+CISH	CISH
+MAPKAPK3	MAPKAPK3
+MANF	MANF
+RBM15B	RBM15B
+VPRBP	VPRBP
+RAD54L2	RAD54L2
+TEX264	TEX264
+RRP9	RRP9
+PARP3	PARP3
+PCBP4	PCBP4
+ABHD14B	ABHD14B
+ABHD14A	ABHD14A
+ACY1	ACY1
+RPL29	RPL29
+DUSP7	DUSP7
+ALAS1	ALAS1
+TLR9	TLR9
+TWF2	TWF2
+PPM1M	PPM1M
+WDR82	WDR82
+GLYCTK	GLYCTK
+DNAH1	DNAH1
+BAP1	BAP1
+PHF7	PHF7
+NISCH	NISCH
+STAB1	STAB1
+NT5DC2	NT5DC2
+PBRM1	PBRM1
+GNL3	GNL3
+GLT8D1	GLT8D1
+SPCS1	SPCS1
+NEK4	NEK4
+ITIH4	ITIH4
+MUSTN1	MUSTN1
+TMEM110	TMEM110
+SFMBT1	SFMBT1
+RFT1	RFT1
+PRKCD	PRKCD
+TKT	TKT
+DCP1A	DCP1A
+ACTR8	ACTR8
+SELK	SELK
+CACNA2D3	CACNA2D3
+WNT5A	WNT5A
+CCDC66	CCDC66
+FAM208A	FAM208A
+ARHGEF3	ARHGEF3
+IL17RD	IL17RD
+APPL1	APPL1
+PDE12	PDE12
+ARF4	ARF4
+DENND6A	DENND6A
+SLMAP	SLMAP
+FLNB	FLNB
+DNASE1L3	DNASE1L3
+ABHD6	ABHD6
+RPP14	RPP14
+PXK	PXK
+PDHB	PDHB
+KCTD6	KCTD6
+FAM107A	FAM107A
+FHIT	FHIT
+PTPRG	PTPRG
+PTPRG-AS1	PTPRG-AS1
+C3orf14	C3orf14
+CADPS	CADPS
+THOC7	THOC7
+ATXN7	ATXN7
+PSMD6-AS2	PSMD6-AS2
+PSMD6	PSMD6
+PRICKLE2	PRICKLE2
+PRICKLE2-AS3	PRICKLE2-AS3
+ADAMTS9	ADAMTS9
+MAGI1	MAGI1
+SLC25A26	SLC25A26
+LRIG1	LRIG1
+KBTBD8	KBTBD8
+SUCLG2	SUCLG2
+EOGT	EOGT
+TMF1	TMF1
+UBA3	UBA3
+ARL6IP5	ARL6IP5
+LMOD3	LMOD3
+FRMD4B	FRMD4B
+MITF	MITF
+FOXP1	FOXP1
+EIF4E3	EIF4E3
+PROK2	PROK2
+RYBP	RYBP
+SHQ1	SHQ1
+PPP4R2	PPP4R2
+EBLN2	EBLN2
+ROBO1	ROBO1
+GBE1	GBE1
+CHMP2B	CHMP2B
+CGGBP1	CGGBP1
+ZNF654	ZNF654
+C3orf38	C3orf38
+EPHA3	EPHA3
+PROS1	PROS1
+ARL13B	ARL13B
+DHFRL1	DHFRL1
+NSUN3	NSUN3
+CRYBG3	CRYBG3
+MINA	MINA
+CLDND1	CLDND1
+CPOX	CPOX
+ST3GAL6	ST3GAL6
+DCBLD2	DCBLD2
+COL8A1	COL8A1
+CMSS1	CMSS1
+FILIP1L	FILIP1L
+TBC1D23	TBC1D23
+NIT2	NIT2
+TOMM70A	TOMM70A
+TMEM45A	TMEM45A
+TFG	TFG
+ABI3BP	ABI3BP
+SENP7	SENP7
+FAM172BP	FAM172BP
+TRMT10C	TRMT10C
+PCNP	PCNP
+ZBTB11	ZBTB11
+RPL24	RPL24
+CEP97	CEP97
+NXPE3	NXPE3
+NFKBIZ	NFKBIZ
+ALCAM	ALCAM
+CBLB	CBLB
+BBX	BBX
+CD47	CD47
+IFT57	IFT57
+KIAA1524	KIAA1524
+DZIP3	DZIP3
+TRAT1	TRAT1
+CD96	CD96
+ZBED2	ZBED2
+PLCXD2	PLCXD2
+PHLDB2	PHLDB2
+ABHD10	ABHD10
+CD200	CD200
+BTLA	BTLA
+ATG3	ATG3
+SLC35A5	SLC35A5
+CCDC80	CCDC80
+CD200R1	CD200R1
+GTPBP8	GTPBP8
+C3orf17	C3orf17
+WDR52	WDR52
+SPICE1	SPICE1
+SIDT1	SIDT1
+KIAA2018	KIAA2018
+NAA50	NAA50
+ATP6V1A	ATP6V1A
+GRAMD1C	GRAMD1C
+KIAA1407	KIAA1407
+QTRTD1	QTRTD1
+ZNF80	ZNF80
+TIGIT	TIGIT
+ZBTB20	ZBTB20
+B4GALT4	B4GALT4
+ARHGAP31	ARHGAP31
+TMEM39A	TMEM39A
+POGLUT1	POGLUT1
+TIMMDC1	TIMMDC1
+CD80	CD80
+ADPRH	ADPRH
+POPDC2	POPDC2
+COX17	COX17
+GSK3B	GSK3B
+LRRC58	LRRC58
+FSTL1	FSTL1
+NDUFB4	NDUFB4
+RABL3	RABL3
+GTF2E1	GTF2E1
+HCLS1	HCLS1
+GOLGB1	GOLGB1
+IQCB1	IQCB1
+EAF2	EAF2
+SLC15A2	SLC15A2
+CD86	CD86
+CSTA	CSTA
+FAM162A	FAM162A
+WDR5B	WDR5B
+KPNA1	KPNA1
+PARP9	PARP9
+DTX3L	DTX3L
+PARP15	PARP15
+PARP14	PARP14
+HSPBAP1	HSPBAP1
+DIRC2	DIRC2
+PDIA5	PDIA5
+SEC22A	SEC22A
+PTPLB	PTPLB
+MYLK	MYLK
+CCDC14	CCDC14
+KALRN	KALRN
+UMPS	UMPS
+ITGB5	ITGB5
+HEG1	HEG1
+ZNF148	ZNF148
+SNX4	SNX4
+OSBPL11	OSBPL11
+SLC41A3	SLC41A3
+ZXDC	ZXDC
+CHST13	CHST13
+CHCHD6	CHCHD6
+PLXNA1	PLXNA1
+TPRA1	TPRA1
+MCM2	MCM2
+ABTB1	ABTB1
+MGLL	MGLL
+SEC61A1	SEC61A1
+RUVBL1	RUVBL1
+EEFSEC	EEFSEC
+GATA2	GATA2
+RPN1	RPN1
+RAB7A	RAB7A
+ACAD9	ACAD9
+RAB43	RAB43
+ISY1	ISY1
+CNBP	CNBP
+COPG1	COPG1
+RPL32P3	RPL32P3
+MBD4	MBD4
+IFT122	IFT122
+PLXND1	PLXND1
+TMCC1	TMCC1
+TRH	TRH
+PIK3R4	PIK3R4
+ATP2C1	ATP2C1
+ASTE1	ASTE1
+NEK11	NEK11
+NUDT16	NUDT16
+MRPL3	MRPL3
+ACPP	ACPP
+DNAJC13	DNAJC13
+ACAD11	ACAD11
+NPHP3	NPHP3
+UBA5	UBA5
+TMEM108	TMEM108
+CDV3	CDV3
+TOPBP1	TOPBP1
+SRPRB	SRPRB
+SLCO2A1	SLCO2A1
+RYK	RYK
+AMOTL2	AMOTL2
+ANAPC13	ANAPC13
+CEP63	CEP63
+PPP2R3A	PPP2R3A
+MSL2	MSL2
+PCCB	PCCB
+STAG1	STAG1
+SLC35G2	SLC35G2
+NCK1	NCK1
+DZIP1L	DZIP1L
+DBR1	DBR1
+ARMC8	ARMC8
+MRAS	MRAS
+CEP70	CEP70
+FAIM	FAIM
+PIK3CB	PIK3CB
+MRPS22	MRPS22
+COPB2	COPB2
+SLC25A36	SLC25A36
+ACPL2	ACPL2
+ZBTB38	ZBTB38
+RASA2	RASA2
+RNF7	RNF7
+ATP1B3	ATP1B3
+TFDP2	TFDP2
+GK5	GK5
+XRN1	XRN1
+ATR	ATR
+U2SURP	U2SURP
+CHST2	CHST2
+SLC9A9	SLC9A9
+C3orf58	C3orf58
+PLOD2	PLOD2
+PLSCR4	PLSCR4
+PLSCR1	PLSCR1
+CPA3	CPA3
+GYG1	GYG1
+HLTF	HLTF
+HPS3	HPS3
+TM4SF18	TM4SF18
+TM4SF1	TM4SF1
+WWTR1	WWTR1
+COMMD2	COMMD2
+RNF13	RNF13
+PFN2	PFN2
+TSC22D2	TSC22D2
+SERP1	SERP1
+EIF2A	EIF2A
+SELT	SELT
+SIAH2	SIAH2
+MED12L	MED12L
+GPR171	GPR171
+P2RY14	P2RY14
+P2RY13	P2RY13
+P2RY12	P2RY12
+MBNL1	MBNL1
+MBNL1-AS1	MBNL1-AS1
+TMEM14E	TMEM14E
+P2RY1	P2RY1
+RAP2B	RAP2B
+ARHGEF26-AS1	ARHGEF26-AS1
+ARHGEF26	ARHGEF26
+DHX36	DHX36
+MME	MME
+C3orf33	C3orf33
+SLC33A1	SLC33A1
+GMPS	GMPS
+KCNAB1	KCNAB1
+SSR3	SSR3
+TIPARP	TIPARP
+PA2G4P4	PA2G4P4
+CCNL1	CCNL1
+PTX3	PTX3
+RSRC1	RSRC1
+MLF1	MLF1
+GFM1	GFM1
+LXN	LXN
+RARRES1	RARRES1
+MFSD1	MFSD1
+SCHIP1	SCHIP1
+IFT80	IFT80
+SMC4	SMC4
+TRIM59	TRIM59
+KPNA4	KPNA4
+PPM1L	PPM1L
+B3GALNT1	B3GALNT1
+NMD3	NMD3
+SPTSSB	SPTSSB
+PDCD10	PDCD10
+SERPINI1	SERPINI1
+GOLIM4	GOLIM4
+MECOM	MECOM
+MYNN	MYNN
+SEC62	SEC62
+GPR160	GPR160
+PHC3	PHC3
+PRKCI	PRKCI
+SKIL	SKIL
+RPL22L1	RPL22L1
+EIF5A2	EIF5A2
+TNIK	TNIK
+PLD1	PLD1
+TMEM212	TMEM212
+FNDC3B	FNDC3B
+TNFSF10	TNFSF10
+NCEH1	NCEH1
+ECT2	ECT2
+TBL1XR1	TBL1XR1
+ZMAT3	ZMAT3
+PIK3CA	PIK3CA
+KCNMB3	KCNMB3
+ZNF639	ZNF639
+MFN1	MFN1
+GNB4	GNB4
+ACTL6A	ACTL6A
+MRPL47	MRPL47
+NDUFB5	NDUFB5
+USP13	USP13
+TTC14	TTC14
+FXR1	FXR1
+DNAJC19	DNAJC19
+ATP11B	ATP11B
+DCUN1D1	DCUN1D1
+MCCC1	MCCC1
+LDB2	LDB2
+QDPR	QDPR
+LAP3	LAP3
+MED28	MED28
+DCAF16	DCAF16
+NCAPG	NCAPG
+LCORL	LCORL
+PACRGL	PACRGL
+DHX15	DHX15
+CCDC149	CCDC149
+LGI2	LGI2
+SEPSECS	SEPSECS
+PI4K2B	PI4K2B
+ZCCHC4	ZCCHC4
+ANAPC4	ANAPC4
+SEL1L3	SEL1L3
+RBPJ	RBPJ
+TBC1D19	TBC1D19
+STIM2	STIM2
+ARAP2	ARAP2
+DTHD1	DTHD1
+C4orf19	C4orf19
+RELL1	RELL1
+PGM2	PGM2
+TBC1D1	TBC1D1
+KLF3	KLF3
+TLR10	TLR10
+TLR1	TLR1
+TLR6	TLR6
+FAM114A1	FAM114A1
+TMEM156	TMEM156
+KLHL5	KLHL5
+WDR19	WDR19
+RFC1	RFC1
+KLB	KLB
+RPL9	RPL9
+LIAS	LIAS
+UGDH	UGDH
+UGDH-AS1	UGDH-AS1
+SMIM14	SMIM14
+UBE2K	UBE2K
+PDS5A	PDS5A
+N4BP2	N4BP2
+RHOH	RHOH
+RBM47	RBM47
+NSUN7	NSUN7
+APBB2	APBB2
+LIMCH1	LIMCH1
+TMEM33	TMEM33
+SLC30A9	SLC30A9
+ATP8A1	ATP8A1
+GUF1	GUF1
+GNPDA2	GNPDA2
+COMMD8	COMMD8
+ATP10D	ATP10D
+NFXL1	NFXL1
+TXK	TXK
+TEC	TEC
+SLAIN2	SLAIN2
+FRYL	FRYL
+OCIAD1	OCIAD1
+OCIAD2	OCIAD2
+DCUN1D4	DCUN1D4
+SGCB	SGCB
+SPATA18	SPATA18
+USP46	USP46
+DANCR	DANCR
+RASL11B	RASL11B
+SCFD2	SCFD2
+FIP1L1	FIP1L1
+LNX1	LNX1
+RPL21P44	RPL21P44
+CHIC2	CHIC2
+KIT	KIT
+KDR	KDR
+SRD5A3	SRD5A3
+TMEM165	TMEM165
+CLOCK	CLOCK
+EXOC1	EXOC1
+CEP135	CEP135
+AASDH	AASDH
+PPAT	PPAT
+PAICS	PAICS
+SRP72	SRP72
+HOPX	HOPX
+REST	REST
+NOA1	NOA1
+POLR2B	POLR2B
+IGFBP7	IGFBP7
+STAP1	STAP1
+UBA6	UBA6
+YTHDC1	YTHDC1
+IGJ	IGJ
+UTP3	UTP3
+RUFY3	RUFY3
+GRSF1	GRSF1
+MOB1B	MOB1B
+DCK	DCK
+COX18	COX18
+ANKRD17	ANKRD17
+IL8	IL8
+CXCL1	CXCL1
+CXCL3	CXCL3
+CXCL2	CXCL2
+EREG	EREG
+AREG	AREG
+PARM1	PARM1
+RCHY1	RCHY1
+THAP6	THAP6
+G3BP2	G3BP2
+USO1	USO1
+NAAA	NAAA
+SDAD1	SDAD1
+CXCL9	CXCL9
+CXCL10	CXCL10
+NUP54	NUP54
+SCARB2	SCARB2
+SEPT11	SEPT11
+CCNI	CCNI
+CCNG2	CCNG2
+CXCL13	CXCL13
+CNOT6L	CNOT6L
+MRPL1	MRPL1
+BMP2K	BMP2K
+PAQR3	PAQR3
+ANTXR2	ANTXR2
+FGF5	FGF5
+RASGEF1B	RASGEF1B
+HNRNPD	HNRNPD
+ENOPH1	ENOPH1
+TMEM150C	TMEM150C
+SCD5	SCD5
+SEC31A	SEC31A
+THAP9-AS1	THAP9-AS1
+THAP9	THAP9
+LIN54	LIN54
+COPS4	COPS4
+PLAC8	PLAC8
+COQ2	COQ2
+HPSE	HPSE
+HELQ	HELQ
+MRPS18C	MRPS18C
+FAM175A	FAM175A
+AGPAT9	AGPAT9
+WDFY3	WDFY3
+ARHGAP24	ARHGAP24
+PTPN13	PTPN13
+AFF1	AFF1
+KLHL8	KLHL8
+HSD17B11	HSD17B11
+NUDT9	NUDT9
+SPARCL1	SPARCL1
+DMP1	DMP1
+SPP1	SPP1
+PKD2	PKD2
+ABCG2	ABCG2
+PPM1K	PPM1K
+HERC6	HERC6
+HERC5	HERC5
+PYURF	PYURF
+HERC3	HERC3
+PIGY	PIGY
+NAP1L5	NAP1L5
+FAM13A-AS1	FAM13A-AS1
+FAM13A	FAM13A
+TIGD2	TIGD2
+GPRIN3	GPRIN3
+SNCA	SNCA
+MMRN1	MMRN1
+CCSER1	CCSER1
+SMARCAD1	SMARCAD1
+HPGDS	HPGDS
+PDLIM5	PDLIM5
+UNC5C	UNC5C
+RAP1GDS1	RAP1GDS1
+TSPAN5	TSPAN5
+EIF4E	EIF4E
+METAP1	METAP1
+ADH5	ADH5
+DAPP1	DAPP1
+LAMTOR3	LAMTOR3
+DNAJB14	DNAJB14
+H2AFZ	H2AFZ
+EMCN	EMCN
+PPP3CA	PPP3CA
+BANK1	BANK1
+SLC39A8	SLC39A8
+NFKB1	NFKB1
+MANBA	MANBA
+UBE2D3	UBE2D3
+CISD2	CISD2
+SLC9B2	SLC9B2
+BDH2	BDH2
+CENPE	CENPE
+TET2	TET2
+PPA2	PPA2
+INTS12	INTS12
+GSTCD	GSTCD
+NPNT	NPNT
+TBCK	TBCK
+AIMP1	AIMP1
+PAPSS1	PAPSS1
+SGMS2	SGMS2
+CYP2U1	CYP2U1
+HADH	HADH
+LEF1	LEF1
+RPL34	RPL34
+OSTC	OSTC
+SEC24B	SEC24B
+CCDC109B	CCDC109B
+CASP6	CASP6
+PLA2G12A	PLA2G12A
+CFI	CFI
+GAR1	GAR1
+ELOVL6	ELOVL6
+ENPEP	ENPEP
+C4orf32	C4orf32
+AP1AR	AP1AR
+TIFA	TIFA
+ALPK1	ALPK1
+C4orf21	C4orf21
+LARP7	LARP7
+ANK2	ANK2
+CAMK2D	CAMK2D
+UGT8	UGT8
+SNHG8	SNHG8
+PRSS12	PRSS12
+METTL14	METTL14
+SEC24D	SEC24D
+SYNPO2	SYNPO2
+USP53	USP53
+C4orf3	C4orf3
+PDE5A	PDE5A
+MAD2L1	MAD2L1
+TNIP3	TNIP3
+ANXA5	ANXA5
+EXOSC9	EXOSC9
+CCNA2	CCNA2
+BBS7	BBS7
+KIAA1109	KIAA1109
+BBS12	BBS12
+SPATA5	SPATA5
+SPRY1	SPRY1
+ANKRD50	ANKRD50
+FAT4	FAT4
+HSPA4L	HSPA4L
+PLK4	PLK4
+MFSD8	MFSD8
+C4orf29	C4orf29
+LARP1B	LARP1B
+PGRMC2	PGRMC2
+PHF17	PHF17
+SCLT1	SCLT1
+C4orf33	C4orf33
+PCDH18	PCDH18
+SLC7A11	SLC7A11
+CCRN4L	CCRN4L
+ELF2	ELF2
+NDUFC1	NDUFC1
+NAA15	NAA15
+RAB33B	RAB33B
+SETD7	SETD7
+MGST2	MGST2
+MAML3	MAML3
+SCOC	SCOC
+ELMOD2	ELMOD2
+TBC1D9	TBC1D9
+RNF150	RNF150
+ZNF330	ZNF330
+IL15	IL15
+INPP4B	INPP4B
+USP38	USP38
+GAB1	GAB1
+SMARCA5	SMARCA5
+ANAPC10	ANAPC10
+ABCE1	ABCE1
+OTUD4	OTUD4
+SMAD1	SMAD1
+MMAA	MMAA
+ZNF827	ZNF827
+LSM6	LSM6
+FBXO4	FBXO4
+CCDC152	CCDC152
+SEPP1	SEPP1
+ANXA2R	ANXA2R
+ZNF131	ZNF131
+HMGCS1	HMGCS1
+C5orf28	C5orf28
+C5orf34	C5orf34
+PAIP1	PAIP1
+NNT	NNT
+MRPS30	MRPS30
+EMB	EMB
+PARP8	PARP8
+ITGA1	ITGA1
+PELO	PELO
+ITGA2	ITGA2
+MOCS2	MOCS2
+NDUFS4	NDUFS4
+ARL15	ARL15
+SNX18	SNX18
+ESM1	ESM1
+GZMK	GZMK
+GZMA	GZMA
+GPX8	GPX8
+DHX29	DHX29
+SKIV2L2	SKIV2L2
+PPAP2A	PPAP2A
+RNF138P1	RNF138P1
+SLC38A9	SLC38A9
+IL6ST	IL6ST
+MAP3K1	MAP3K1
+SETD9	SETD9
+MIER3	MIER3
+GPBP1	GPBP1
+PLK2	PLK2
+GAPT	GAPT
+PDE4D	PDE4D
+ELOVL7	ELOVL7
+ERCC8	ERCC8
+NDUFAF2	NDUFAF2
+SMIM15	SMIM15
+ZSWIM6	ZSWIM6
+KIF2A	KIF2A
+DIMT1	DIMT1
+IPO11	IPO11
+LRRC70	LRRC70
+RNF180	RNF180
+SREK1IP1	SREK1IP1
+CWC27	CWC27
+CENPK	CENPK
+PPWD1	PPWD1
+TRIM23	TRIM23
+TRAPPC13	TRAPPC13
+SGTB	SGTB
+NLN	NLN
+ERBB2IP	ERBB2IP
+SREK1	SREK1
+MAST4	MAST4
+CD180	CD180
+PIK3R1	PIK3R1
+SLC30A5	SLC30A5
+CCNB1	CCNB1
+CENPH	CENPH
+MRPS36	MRPS36
+CDK7	CDK7
+CCDC125	CCDC125
+TAF9	TAF9
+RAD17	RAD17
+OCLN	OCLN
+GUSBP3	GUSBP3
+GTF2H2C	GTF2H2C
+SERF1B	SERF1B
+SMN2	SMN2
+GTF2H2B	GTF2H2B
+SMN1	SMN1
+NAIP	NAIP
+GTF2H2	GTF2H2
+BDP1	BDP1
+MCCC2	MCCC2
+MAP1B	MAP1B
+MRPS27	MRPS27
+PTCD2	PTCD2
+TNPO1	TNPO1
+FCHO2	FCHO2
+BTF3	BTF3
+ANKRA2	ANKRA2
+UTP15	UTP15
+ARHGEF28	ARHGEF28
+ENC1	ENC1
+HEXB	HEXB
+GFM2	GFM2
+NSA2	NSA2
+FAM169A	FAM169A
+HMGCR	HMGCR
+COL4A3BP	COL4A3BP
+POLK	POLK
+POC5	POC5
+IQGAP2	IQGAP2
+F2RL2	F2RL2
+F2R	F2R
+CRHBP	CRHBP
+AGGF1	AGGF1
+WDR41	WDR41
+TBCA	TBCA
+AP3B1	AP3B1
+SCAMP1	SCAMP1
+LHFPL2	LHFPL2
+ARSB	ARSB
+JMY	JMY
+HOMER1	HOMER1
+PAPD4	PAPD4
+MTX3	MTX3
+SERINC5	SERINC5
+ZFYVE16	ZFYVE16
+DHFR	DHFR
+MTRNR2L2	MTRNR2L2
+MSH3	MSH3
+RASGRF2	RASGRF2
+ZCCHC9	ZCCHC9
+SSBP2	SSBP2
+ATG10	ATG10
+RPS23	RPS23
+TMEM167A	TMEM167A
+XRCC4	XRCC4
+VCAN	VCAN
+EDIL3	EDIL3
+COX7C	COX7C
+RASA1	RASA1
+CCNH	CCNH
+TMEM161B	TMEM161B
+MEF2C	MEF2C
+CETN3	CETN3
+MBLAC2	MBLAC2
+LYSMD3	LYSMD3
+ARRDC3	ARRDC3
+FAM172A	FAM172A
+KIAA0825	KIAA0825
+ANKRD32	ANKRD32
+MCTP1	MCTP1
+TTC37	TTC37
+ARSK	ARSK
+RFESD	RFESD
+RHOBTB3	RHOBTB3
+GLRX	GLRX
+C5orf27	C5orf27
+ELL2	ELL2
+CAST	CAST
+ERAP1	ERAP1
+ERAP2	ERAP2
+LNPEP	LNPEP
+RIOK2	RIOK2
+RGMB	RGMB
+CHD1	CHD1
+FAM174A	FAM174A
+ST8SIA4	ST8SIA4
+SLCO4C1	SLCO4C1
+PAM	PAM
+GIN1	GIN1
+PPIP5K2	PPIP5K2
+C5orf30	C5orf30
+NUDT12	NUDT12
+EFNA5	EFNA5
+FBXL17	FBXL17
+FER	FER
+PJA2	PJA2
+MAN2A1	MAN2A1
+SLC25A46	SLC25A46
+WDR36	WDR36
+CAMK4	CAMK4
+STARD4	STARD4
+STARD4-AS1	STARD4-AS1
+NREP	NREP
+EPB41L4A	EPB41L4A
+EPB41L4A-AS1	EPB41L4A-AS1
+APC	APC
+SRP19	SRP19
+REEP5	REEP5
+DCP2	DCP2
+MCC	MCC
+YTHDC2	YTHDC2
+TRIM36	TRIM36
+PGGT1B	PGGT1B
+CCDC112	CCDC112
+FEM1C	FEM1C
+TMED7-TICAM2	TMED7-TICAM2
+TICAM2	TICAM2
+TMED7	TMED7
+ATG12	ATG12
+AP3S1	AP3S1
+COMMD10	COMMD10
+SEMA6A	SEMA6A
+DTWD2	DTWD2
+DMXL1	DMXL1
+TNFAIP8	TNFAIP8
+HSD17B4	HSD17B4
+SRFBP1	SRFBP1
+LOX	LOX
+SNX2	SNX2
+SNX24	SNX24
+PPIC	PPIC
+CEP120	CEP120
+CSNK1G3	CSNK1G3
+ZNF608	ZNF608
+GRAMD3	GRAMD3
+ALDH7A1	ALDH7A1
+PHAX	PHAX
+LMNB1	LMNB1
+MARCH3	MARCH3
+PRRC1	PRRC1
+SLC12A2	SLC12A2
+FBN2	FBN2
+ISOC1	ISOC1
+HINT1	HINT1
+LYRM7	LYRM7
+CDC42SE2	CDC42SE2
+RAPGEF6	RAPGEF6
+FNIP1	FNIP1
+ACSL6	ACSL6
+CSF2	CSF2
+P4HA2	P4HA2
+SLC22A4	SLC22A4
+C5orf56	C5orf56
+IRF1	IRF1
+RAD50	RAD50
+IL13	IL13
+KIF3A	KIF3A
+SEPT8	SEPT8
+UQCRQ	UQCRQ
+LEAP2	LEAP2
+AFF4	AFF4
+ZCCHC10	ZCCHC10
+HSPA4	HSPA4
+C5orf15	C5orf15
+VDAC1	VDAC1
+TCF7	TCF7
+SKP1	SKP1
+PPP2CA	PPP2CA
+UBE2B	UBE2B
+CDKN2AIPNL	CDKN2AIPNL
+PHF15	PHF15
+SAR1B	SAR1B
+SEC24A	SEC24A
+CAMLG	CAMLG
+DDX46	DDX46
+C5orf24	C5orf24
+TXNDC15	TXNDC15
+PCBD2	PCBD2
+H2AFY	H2AFY
+TGFBI	TGFBI
+SMAD5	SMAD5
+SPOCK1	SPOCK1
+KLHL3	KLHL3
+HNRNPA0	HNRNPA0
+FAM13B	FAM13B
+BRD8	BRD8
+KIF20A	KIF20A
+CDC23	CDC23
+FAM53C	FAM53C
+KDM3B	KDM3B
+EGR1	EGR1
+ETF1	ETF1
+HSPA9	HSPA9
+CTNNA1	CTNNA1
+SIL1	SIL1
+MATR3	MATR3
+PAIP2	PAIP2
+MZB1	MZB1
+DNAJC18	DNAJC18
+ECSCR	ECSCR
+TMEM173	TMEM173
+UBE2D2	UBE2D2
+CXXC5	CXXC5
+PURA	PURA
+CYSTM1	CYSTM1
+PFDN1	PFDN1
+HBEGF	HBEGF
+ANKHD1	ANKHD1
+ANKHD1-EIF4EBP3	ANKHD1-EIF4EBP3
+SRA1	SRA1
+EIF4EBP3	EIF4EBP3
+APBB3	APBB3
+SLC35A4	SLC35A4
+CD14	CD14
+NDUFA2	NDUFA2
+TMCO6	TMCO6
+IK	IK
+WDR55	WDR55
+DND1	DND1
+HARS	HARS
+HARS2	HARS2
+ZMAT2	ZMAT2
+TAF7	TAF7
+PCDHGB7	PCDHGB7
+PCDHGA12	PCDHGA12
+PCDHGC3	PCDHGC3
+DIAPH1	DIAPH1
+HDAC3	HDAC3
+RELL2	RELL2
+FCHSD1	FCHSD1
+PCDH1	PCDH1
+KIAA0141	KIAA0141
+PCDH12	PCDH12
+RNF14	RNF14
+GNPDA1	GNPDA1
+NDFIP1	NDFIP1
+SPRY4	SPRY4
+ARHGAP26	ARHGAP26
+NR3C1	NR3C1
+YIPF5	YIPF5
+PRELID2	PRELID2
+LARS	LARS
+RBM27	RBM27
+TCERG1	TCERG1
+PPP2R2B	PPP2R2B
+JAKMIP2	JAKMIP2
+FBXO38	FBXO38
+ADRB2	ADRB2
+SH3TC2	SH3TC2
+ABLIM3	ABLIM3
+AFAP1L1	AFAP1L1
+GRPEL2	GRPEL2
+PCYOX1L	PCYOX1L
+MIR143HG	MIR143HG
+CSNK1A1	CSNK1A1
+PPARGC1B	PPARGC1B
+PDE6A	PDE6A
+SLC26A2	SLC26A2
+TIGD6	TIGD6
+HMGXB3	HMGXB3
+CSF1R	CSF1R
+PDGFRB	PDGFRB
+TCOF1	TCOF1
+CD74	CD74
+RPS14	RPS14
+NDST1	NDST1
+SYNPO	SYNPO
+RBM22	RBM22
+DCTN4	DCTN4
+SMIM3	SMIM3
+ZNF300	ZNF300
+GPX3	GPX3
+TNIP1	TNIP1
+ANXA6	ANXA6
+CCDC69	CCDC69
+GM2A	GM2A
+SLC36A1	SLC36A1
+SPARC	SPARC
+ATOX1	ATOX1
+G3BP1	G3BP1
+FAM114A2	FAM114A2
+MFAP3	MFAP3
+GALNT10	GALNT10
+SAP30L	SAP30L
+LARP1	LARP1
+CNOT8	CNOT8
+GEMIN5	GEMIN5
+MRPL22	MRPL22
+HAVCR2	HAVCR2
+MED7	MED7
+ITK	ITK
+CYFIP2	CYFIP2
+ADAM19	ADAM19
+THG1L	THG1L
+CLINT1	CLINT1
+EBF1	EBF1
+RNF145	RNF145
+UBLCP1	UBLCP1
+TTC1	TTC1
+PWWP2A	PWWP2A
+C5orf54	C5orf54
+SLU7	SLU7
+PTTG1	PTTG1
+GABRB2	GABRB2
+CCNG1	CCNG1
+NUDCD2	NUDCD2
+HMMR	HMMR
+MAT2B	MAT2B
+TENM2	TENM2
+RARS	RARS
+PANK3	PANK3
+SLIT3	SLIT3
+SPDL1	SPDL1
+DOCK2	DOCK2
+CMAHP	CMAHP
+LRRC16A	LRRC16A
+TRIM38	TRIM38
+HIST1H1C	HIST1H1C
+HFE	HFE
+HIST1H4C	HIST1H4C
+HIST1H1E	HIST1H1E
+HIST1H2BD	HIST1H2BD
+HIST1H1D	HIST1H1D
+BTN3A2	BTN3A2
+BTN2A2	BTN2A2
+BTN3A1	BTN3A1
+BTN3A3	BTN3A3
+BTN2A1	BTN2A1
+HCG11	HCG11
+HMGN4	HMGN4
+ABT1	ABT1
+ZNF322	ZNF322
+HIST1H2BK	HIST1H2BK
+ZNF184	ZNF184
+ZNF165	ZNF165
+ZSCAN16	ZSCAN16
+ZKSCAN8	ZKSCAN8
+ZSCAN9	ZSCAN9
+ZKSCAN4	ZKSCAN4
+PGBD1	PGBD1
+ZSCAN31	ZSCAN31
+ZKSCAN3	ZKSCAN3
+ZSCAN12	ZSCAN12
+TRIM27	TRIM27
+GABBR1	GABBR1
+HLA-F	HLA-F
+HLA-G	HLA-G
+HLA-H	HLA-H
+HLA-A	HLA-A
+HLA-J	HLA-J
+ZNRD1	ZNRD1
+PPP1R11	PPP1R11
+TRIM26	TRIM26
+HLA-L	HLA-L
+HCG18	HCG18
+TRIM39	TRIM39
+RPP21	RPP21
+HLA-E	HLA-E
+GNL1	GNL1
+PRR3	PRR3
+ABCF1	ABCF1
+PPP1R10	PPP1R10
+MRPS18B	MRPS18B
+ATAT1	ATAT1
+C6orf136	C6orf136
+DHX16	DHX16
+PPP1R18	PPP1R18
+NRM	NRM
+MDC1	MDC1
+TUBB	TUBB
+FLOT1	FLOT1
+IER3	IER3
+DDR1	DDR1
+GTF2H4	GTF2H4
+VARS2	VARS2
+CCHCR1	CCHCR1
+TCF19	TCF19
+POU5F1	POU5F1
+HLA-C	HLA-C
+HLA-B	HLA-B
+HCP5	HCP5
+MICA	MICA
+MICB	MICB
+DDX39B	DDX39B
+NFKBIL1	NFKBIL1
+TNF	TNF
+LTB	LTB
+LST1	LST1
+NCR3	NCR3
+AIF1	AIF1
+PRRC2A	PRRC2A
+BAG6	BAG6
+C6orf47	C6orf47
+GPANK1	GPANK1
+CSNK2B	CSNK2B
+ABHD16A	ABHD16A
+C6orf25	C6orf25
+DDAH2	DDAH2
+CLIC1	CLIC1
+MSH5	MSH5
+VARS	VARS
+LSM2	LSM2
+HSPA1L	HSPA1L
+HSPA1A	HSPA1A
+HSPA1B	HSPA1B
+C6orf48	C6orf48
+NEU1	NEU1
+EHMT2	EHMT2
+C2	C2
+CFB	CFB
+NELFE	NELFE
+SKIV2L	SKIV2L
+STK19	STK19
+C4A	C4A
+C4B	C4B
+TNXB	TNXB
+ATF6B	ATF6B
+PPT2	PPT2
+PPT2-EGFL8	PPT2-EGFL8
+AGPAT1	AGPAT1
+AGER	AGER
+PBX2	PBX2
+GPSM3	GPSM3
+NOTCH4	NOTCH4
+HLA-DRA	HLA-DRA
+HLA-DRB5	HLA-DRB5
+HLA-DRB6	HLA-DRB6
+HLA-DRB1	HLA-DRB1
+HLA-DQA1	HLA-DQA1
+HLA-DQB1	HLA-DQB1
+HLA-DQA2	HLA-DQA2
+HLA-DQB2	HLA-DQB2
+HLA-DOB	HLA-DOB
+TAP2	TAP2
+PSMB8	PSMB8
+PSMB9	PSMB9
+TAP1	TAP1
+HLA-DMB	HLA-DMB
+HLA-DMA	HLA-DMA
+BRD2	BRD2
+HLA-DOA	HLA-DOA
+HLA-DPA1	HLA-DPA1
+HLA-DPB1	HLA-DPB1
+HLA-DPB2	HLA-DPB2
+RXRB	RXRB
+SLC39A7	SLC39A7
+HSD17B8	HSD17B8
+RING1	RING1
+VPS52	VPS52
+RPS18	RPS18
+B3GALT4	B3GALT4
+WDR46	WDR46
+RGL2	RGL2
+TAPBP	TAPBP
+DAXX	DAXX
+KIFC1	KIFC1
+PHF1	PHF1
+CUTA	CUTA
+ZBTB9	ZBTB9
+BAK1	BAK1
+ITPR3	ITPR3
+LEMD2	LEMD2
+HMGA1	HMGA1
+C6orf1	C6orf1
+NUDT3	NUDT3
+RPS10-NUDT3	RPS10-NUDT3
+RPS10	RPS10
+C6orf106	C6orf106
+SNRPC	SNRPC
+UHRF1BP1	UHRF1BP1
+TAF11	TAF11
+ANKS1A	ANKS1A
+ZNF76	ZNF76
+DEF6	DEF6
+PPARD	PPARD
+RPL10A	RPL10A
+FKBP5	FKBP5
+SRPK1	SRPK1
+MAPK14	MAPK14
+MAPK13	MAPK13
+BRPF3	BRPF3
+ETV7	ETV7
+KCTD20	KCTD20
+STK38	STK38
+SRSF3	SRSF3
+CDKN1A	CDKN1A
+RAB44	RAB44
+CPNE5	CPNE5
+PPIL1	PPIL1
+C6orf89	C6orf89
+MTCH1	MTCH1
+FGD2	FGD2
+PIM1	PIM1
+TBC1D22B	TBC1D22B
+RNF8	RNF8
+CCDC167	CCDC167
+ZFAND3	ZFAND3
+BTBD9	BTBD9
+GLO1	GLO1
+SAYSD1	SAYSD1
+KCNK5	KCNK5
+DAAM2	DAAM2
+MOCS1	MOCS1
+OARD1	OARD1
+NFYA	NFYA
+ADCY10P1	ADCY10P1
+TREM2	TREM2
+TREM1	TREM1
+TFEB	TFEB
+TOMM6	TOMM6
+MED20	MED20
+BYSL	BYSL
+CCND3	CCND3
+TAF8	TAF8
+MRPS10	MRPS10
+TRERF1	TRERF1
+UBR2	UBR2
+TBCC	TBCC
+GLTSCR1L	GLTSCR1L
+RPL7L1	RPL7L1
+CNPY3	CNPY3
+PEX6	PEX6
+PPP2R5D	PPP2R5D
+MEA1	MEA1
+KLHDC3	KLHDC3
+RRP36	RRP36
+CUL7	CUL7
+KLC4	KLC4
+MRPL2	MRPL2
+PTK7	PTK7
+SRF	SRF
+CUL9	CUL9
+DNPH1	DNPH1
+ZNF318	ZNF318
+ABCC10	ABCC10
+TJAP1	TJAP1
+POLR1C	POLR1C
+YIPF3	YIPF3
+XPO5	XPO5
+POLH	POLH
+GTPBP2	GTPBP2
+MAD2L1BP	MAD2L1BP
+MRPS18A	MRPS18A
+VEGFA	VEGFA
+MRPL14	MRPL14
+TMEM63B	TMEM63B
+SLC29A1	SLC29A1
+HSP90AB1	HSP90AB1
+SLC35B2	SLC35B2
+NFKBIE	NFKBIE
+AARS2	AARS2
+CDC5L	CDC5L
+SUPT3H	SUPT3H
+RUNX2	RUNX2
+CLIC5	CLIC5
+ENPP4	ENPP4
+ENPP5	ENPP5
+RCAN2	RCAN2
+TDRD6	TDRD6
+PLA2G7	PLA2G7
+GPR116	GPR116
+TNFRSF21	TNFRSF21
+CD2AP	CD2AP
+PTCHD4	PTCHD4
+MUT	MUT
+CENPQ	CENPQ
+MCM3	MCM3
+PAQR8	PAQR8
+EFHC1	EFHC1
+TRAM2	TRAM2
+TMEM14A	TMEM14A
+GSTA4	GSTA4
+ICK	ICK
+FBXO9	FBXO9
+ELOVL5	ELOVL5
+RPS16P5	RPS16P5
+GCLC	GCLC
+HMGCLL1	HMGCLL1
+BMP5	BMP5
+COL21A1	COL21A1
+DST	DST
+KIAA1586	KIAA1586
+ZNF451	ZNF451
+BAG2	BAG2
+RAB23	RAB23
+PRIM2	PRIM2
+PTP4A1	PTP4A1
+PHF3	PHF3
+LMBRD1	LMBRD1
+FAM135A	FAM135A
+SMAP1	SMAP1
+OGFRL1	OGFRL1
+DDX43	DDX43
+MB21D1	MB21D1
+MTO1	MTO1
+EEF1A1	EEF1A1
+SLC17A5	SLC17A5
+CD109	CD109
+COL12A1	COL12A1
+COX7A2	COX7A2
+TMEM30A	TMEM30A
+FILIP1	FILIP1
+SENP6	SENP6
+MYO6	MYO6
+PHIP	PHIP
+HMGN3	HMGN3
+SH3BGRL2	SH3BGRL2
+ELOVL4	ELOVL4
+BCKDHB	BCKDHB
+FAM46A	FAM46A
+IBTK	IBTK
+TPBG	TPBG
+DOPEY1	DOPEY1
+PGM3	PGM3
+ME1	ME1
+PRSS35	PRSS35
+CYB5R4	CYB5R4
+KIAA1009	KIAA1009
+TBX18	TBX18
+NT5E	NT5E
+SNX14	SNX14
+SYNCRIP	SYNCRIP
+SNHG5	SNHG5
+ZNF292	ZNF292
+SMIM8	SMIM8
+SLC35A1	SLC35A1
+RARS2	RARS2
+ORC3	ORC3
+AKIRIN2	AKIRIN2
+RNGTT	RNGTT
+PNRC1	PNRC1
+SRSF12	SRSF12
+PM20D2	PM20D2
+UBE2J1	UBE2J1
+RRAGD	RRAGD
+LYRM2	LYRM2
+MDN1	MDN1
+CASP8AP2	CASP8AP2
+BACH2	BACH2
+MAP3K7	MAP3K7
+MANEA	MANEA
+UFL1	UFL1
+FHL5	FHL5
+NDUFAF4	NDUFAF4
+MMS22L	MMS22L
+FBXL4	FBXL4
+PNISR	PNISR
+USP45	USP45
+CCNC	CCNC
+ASCC3	ASCC3
+HACE1	HACE1
+BVES	BVES
+PREP	PREP
+PRDM1	PRDM1
+ATG5	ATG5
+AIM1	AIM1
+RTN4IP1	RTN4IP1
+QRSL1	QRSL1
+C6orf203	C6orf203
+PDSS2	PDSS2
+SCML4	SCML4
+SEC63	SEC63
+OSTM1	OSTM1
+SNX3	SNX3
+FOXO3	FOXO3
+ARMC2	ARMC2
+SESN1	SESN1
+CEP57L1	CEP57L1
+CD164	CD164
+SMPD2	SMPD2
+MICAL1	MICAL1
+ZBTB24	ZBTB24
+FIG4	FIG4
+CDC40	CDC40
+CDK19	CDK19
+AMD1	AMD1
+GTF3C6	GTF3C6
+RPF2	RPF2
+SLC16A10	SLC16A10
+KIAA1919	KIAA1919
+REV3L	REV3L
+TRAF3IP2-AS1	TRAF3IP2-AS1
+TRAF3IP2	TRAF3IP2
+FYN	FYN
+TUBE1	TUBE1
+LAMA4	LAMA4
+MARCKS	MARCKS
+HDAC2	HDAC2
+NT5DC1	NT5DC1
+TSPYL4	TSPYL4
+DSE	DSE
+TSPYL1	TSPYL1
+FAM26F	FAM26F
+RWDD1	RWDD1
+ZUFSP	ZUFSP
+KPNA5	KPNA5
+GOPC	GOPC
+NUS1	NUS1
+CEP85L	CEP85L
+BRD7P3	BRD7P3
+PLN	PLN
+MCM9	MCM9
+ASF1A	ASF1A
+MAN1A1	MAN1A1
+GJA1	GJA1
+HSF2	HSF2
+SERINC1	SERINC1
+PKIB	PKIB
+SMPDL3A	SMPDL3A
+HDDC2	HDDC2
+NCOA7	NCOA7
+HINT3	HINT3
+TRMT11	TRMT11
+CENPW	CENPW
+RNF146	RNF146
+ECHDC1	ECHDC1
+THEMIS	THEMIS
+PTPRK	PTPRK
+LAMA2	LAMA2
+ARHGAP18	ARHGAP18
+L3MBTL3	L3MBTL3
+SAMD3	SAMD3
+TMEM200A	TMEM200A
+EPB41L2	EPB41L2
+AKAP7	AKAP7
+MED23	MED23
+ENPP3	ENPP3
+ENPP1	ENPP1
+CTGF	CTGF
+STX7	STX7
+VNN1	VNN1
+VNN2	VNN2
+SLC18B1	SLC18B1
+RPS12	RPS12
+TBPL1	TBPL1
+SGK1	SGK1
+HBS1L	HBS1L
+MYB	MYB
+AHI1	AHI1
+PDE7B	PDE7B
+BCLAF1	BCLAF1
+MAP7	MAP7
+MAP3K5	MAP3K5
+IFNGR1	IFNGR1
+TNFAIP3	TNFAIP3
+PERP	PERP
+NHSL1	NHSL1
+CCDC28A	CCDC28A
+REPS1	REPS1
+ABRACL	ABRACL
+HECA	HECA
+CITED2	CITED2
+VTA1	VTA1
+GPR126	GPR126
+HIVEP2	HIVEP2
+AIG1	AIG1
+ADAT2	ADAT2
+PEX3	PEX3
+FUCA2	FUCA2
+PHACTR2	PHACTR2
+LTV1	LTV1
+PLAGL1	PLAGL1
+SF3B5	SF3B5
+RAPGEF5	RAPGEF5
+IL6	IL6
+TOMM7	TOMM7
+FAM126A	FAM126A
+KLHL7	KLHL7
+NUPL2	NUPL2
+GPNMB	GPNMB
+MALSU1	MALSU1
+TRA2A	TRA2A
+CCDC126	CCDC126
+FAM221A	FAM221A
+DFNA5	DFNA5
+OSBPL3	OSBPL3
+CYCS	CYCS
+NFE2L3	NFE2L3
+HNRNPA2B1	HNRNPA2B1
+CBX3	CBX3
+SNX10	SNX10
+SKAP2	SKAP2
+HOTAIRM1	HOTAIRM1
+HIBADH	HIBADH
+TAX1BP1	TAX1BP1
+JAZF1	JAZF1
+CREB5	CREB5
+CPVL	CPVL
+CHN2	CHN2
+SCRN1	SCRN1
+FKBP14	FKBP14
+PLEKHA8	PLEKHA8
+C7orf41	C7orf41
+ZNRF2	ZNRF2
+NOD1	NOD1
+GGCT	GGCT
+GARS	GARS
+INMT	INMT
+AQP1	AQP1
+PPP1R17	PPP1R17
+LSM5	LSM5
+AVL9	AVL9
+KBTBD2	KBTBD2
+FKBP9	FKBP9
+RP9	RP9
+BBS9	BBS9
+DPY19L1	DPY19L1
+HERPUD2	HERPUD2
+SEPT7	SEPT7
+EEPD1	EEPD1
+ANLN	ANLN
+AOAH	AOAH
+ELMO1	ELMO1
+GPR141	GPR141
+EPDR1	EPDR1
+NME8	NME8
+SFRP4	SFRP4
+STARD3NL	STARD3NL
+VPS41	VPS41
+YAE1D1	YAE1D1
+RALA	RALA
+LINC00265	LINC00265
+CDK13	CDK13
+MPLKIP	MPLKIP
+INHBA	INHBA
+GLI3	GLI3
+C7orf25	C7orf25
+PSMA2	PSMA2
+MRPL32	MRPL32
+STK17A	STK17A
+COA1	COA1
+BLVRA	BLVRA
+MRPS24	MRPS24
+URGCP	URGCP
+UBE2D4	UBE2D4
+SPDYE1	SPDYE1
+POLR2J4	POLR2J4
+RASA4CP	RASA4CP
+DBNL	DBNL
+POLM	POLM
+AEBP1	AEBP1
+POLD2	POLD2
+YKT6	YKT6
+NUDCD3	NUDCD3
+DDX56	DDX56
+TMED4	TMED4
+OGDH	OGDH
+ZMIZ2	ZMIZ2
+PPIA	PPIA
+H2AFV	H2AFV
+PURB	PURB
+MYO1G	MYO1G
+SNHG15	SNHG15
+CCM2	CCM2
+TBRG4	TBRG4
+RAMP3	RAMP3
+SEPT7P2	SEPT7P2
+IGFBP3	IGFBP3
+TNS3	TNS3
+HUS1	HUS1
+UPP1	UPP1
+IKZF1	IKZF1
+FIGNL1	FIGNL1
+GRB10	GRB10
+SEC61G	SEC61G
+LANCL2	LANCL2
+VOPP1	VOPP1
+GBAS	GBAS
+MRPS17	MRPS17
+PSPH	PSPH
+CCT6A	CCT6A
+SUMF2	SUMF2
+CHCHD2	CHCHD2
+ZNF736	ZNF736
+ZNF680	ZNF680
+ZNF107	ZNF107
+ZNF138	ZNF138
+ZNF273	ZNF273
+ZNF117	ZNF117
+ERV3-1	ERV3-1
+CCT6P3	CCT6P3
+ZNF92	ZNF92
+CCT6P1	CCT6P1
+GUSB	GUSB
+ASL	ASL
+CRCP	CRCP
+TPST1	TPST1
+LINC00174	LINC00174
+KCTD7	KCTD7
+RABGEF1	RABGEF1
+GTF2IRD1P1	GTF2IRD1P1
+TMEM248	TMEM248
+SBDS	SBDS
+TYW1	TYW1
+STAG3L4	STAG3L4
+AUTS2	AUTS2
+TYW1B	TYW1B
+SBDSP1	SBDSP1
+SPDYE7P	SPDYE7P
+POM121	POM121
+NSUN5P2	NSUN5P2
+STAG3L3	STAG3L3
+SPDYE8P	SPDYE8P
+NCF1B	NCF1B
+NSUN5	NSUN5
+BAZ1B	BAZ1B
+BCL7B	BCL7B
+TBL2	TBL2
+DNAJC30	DNAJC30
+WBSCR22	WBSCR22
+ABHD11	ABHD11
+ELN	ELN
+LIMK1	LIMK1
+EIF4H	EIF4H
+LAT2	LAT2
+RFC2	RFC2
+CLIP2	CLIP2
+GTF2I	GTF2I
+STAG3L2	STAG3L2
+NCF1	NCF1
+GTF2IRD2	GTF2IRD2
+PMS2P5	PMS2P5
+WBSCR16	WBSCR16
+GTF2IRD2B	GTF2IRD2B
+NCF1C	NCF1C
+GTF2IP1	GTF2IP1
+STAG3L1	STAG3L1
+NSUN5P1	NSUN5P1
+POM121C	POM121C
+HIP1	HIP1
+RHBDD2	RHBDD2
+POR	POR
+TMEM120A	TMEM120A
+STYXL1	STYXL1
+MDH2	MDH2
+HSPB1	HSPB1
+YWHAG	YWHAG
+DTX2	DTX2
+DTX2P1-UPK3BP1-PMS2P11	DTX2P1-UPK3BP1-PMS2P11
+CCDC146	CCDC146
+FGL2	FGL2
+PTPN12	PTPN12
+RSBN1L-AS1	RSBN1L-AS1
+RSBN1L	RSBN1L
+TMEM60	TMEM60
+PHTF2	PHTF2
+MAGI2-AS3	MAGI2-AS3
+GNAI1	GNAI1
+CD36	CD36
+SEMA3C	SEMA3C
+HGF	HGF
+KIAA1324L	KIAA1324L
+DMTF1	DMTF1
+TMEM243	TMEM243
+TP53TG1	TP53TG1
+CROT	CROT
+ABCB4	ABCB4
+ABCB1	ABCB1
+RUNDC3B	RUNDC3B
+SLC25A40	SLC25A40
+DBF4	DBF4
+ADAM22	ADAM22
+SRI	SRI
+STEAP4	STEAP4
+GTPBP10	GTPBP10
+CLDN12	CLDN12
+CDK14	CDK14
+FZD1	FZD1
+MTERF	MTERF
+AKAP9	AKAP9
+CYP51A1	CYP51A1
+KRIT1	KRIT1
+ANKIB1	ANKIB1
+GATAD1	GATAD1
+PEX1	PEX1
+RBM48	RBM48
+FAM133B	FAM133B
+CDK6	CDK6
+SAMD9	SAMD9
+SAMD9L	SAMD9L
+CCDC132	CCDC132
+CALCR	CALCR
+GNG11	GNG11
+BET1	BET1
+COL1A2	COL1A2
+CASD1	CASD1
+SGCE	SGCE
+PEG10	PEG10
+PON2	PON2
+PDK4	PDK4
+SLC25A13	SLC25A13
+SHFM1	SHFM1
+DLX5	DLX5
+ACN9	ACN9
+ASNS	ASNS
+LMTK2	LMTK2
+TECPR1	TECPR1
+BRI3	BRI3
+BAIAP2L1	BAIAP2L1
+TRRAP	TRRAP
+SMURF1	SMURF1
+ARPC1A	ARPC1A
+ARPC1B	ARPC1B
+PDAP1	PDAP1
+BUD31	BUD31
+PTCD1	PTCD1
+CPSF4	CPSF4
+ATP5J2	ATP5J2
+ZNF789	ZNF789
+ZNF394	ZNF394
+ZKSCAN5	ZKSCAN5
+FAM200A	FAM200A
+ZNF655	ZNF655
+ZSCAN25	ZSCAN25
+TRIM4	TRIM4
+ZKSCAN1	ZKSCAN1
+ZSCAN21	ZSCAN21
+ZNF3	ZNF3
+COPS6	COPS6
+MCM7	MCM7
+AP4M1	AP4M1
+TAF6	TAF6
+CNPY4	CNPY4
+LAMTOR4	LAMTOR4
+GAL3ST4	GAL3ST4
+STAG3	STAG3
+GATS	GATS
+PVRIG	PVRIG
+PMS2P1	PMS2P1
+PILRB	PILRB
+PILRA	PILRA
+ZCWPW1	ZCWPW1
+MEPCE	MEPCE
+TSC22D4	TSC22D4
+AGFG2	AGFG2
+LRCH4	LRCH4
+PCOLCE	PCOLCE
+MOSPD3	MOSPD3
+GNB2	GNB2
+GIGYF1	GIGYF1
+POP7	POP7
+EPHB4	EPHB4
+SLC12A9	SLC12A9
+TRIP6	TRIP6
+SRRT	SRRT
+TRIM56	TRIM56
+SERPINE1	SERPINE1
+AP1S1	AP1S1
+PLOD3	PLOD3
+ZNHIT1	ZNHIT1
+FIS1	FIS1
+RABL5	RABL5
+CUX1	CUX1
+PRKRIP1	PRKRIP1
+ORAI2	ORAI2
+ALKBH4	ALKBH4
+LRWD1	LRWD1
+POLR2J	POLR2J
+POLR2J3	POLR2J3
+SPDYE2	SPDYE2
+RASA4	RASA4
+UPK3BL	UPK3BL
+POLR2J2	POLR2J2
+FAM185A	FAM185A
+LRRC17	LRRC17
+ARMC10	ARMC10
+NAPEPLD	NAPEPLD
+DPY19L2P2	DPY19L2P2
+PMPCB	PMPCB
+DNAJC2	DNAJC2
+PSMC2	PSMC2
+ORC5	ORC5
+SRPK2	SRPK2
+PUS7	PUS7
+RINT1	RINT1
+ATXN7L1	ATXN7L1
+SYPL1	SYPL1
+NAMPT	NAMPT
+PIK3CG	PIK3CG
+PRKAR2B	PRKAR2B
+HBP1	HBP1
+COG5	COG5
+GPR22	GPR22
+DUS4L	DUS4L
+BCAP29	BCAP29
+CBLL1	CBLL1
+DLD	DLD
+LAMB1	LAMB1
+NRCAM	NRCAM
+PNPLA8	PNPLA8
+THAP5	THAP5
+DNAJB9	DNAJB9
+IMMP2L	IMMP2L
+LRRN3	LRRN3
+DOCK4	DOCK4
+ZNF277	ZNF277
+IFRD1	IFRD1
+TMEM168	TMEM168
+C7orf60	C7orf60
+GPR85	GPR85
+MDFIC	MDFIC
+TFEC	TFEC
+TES	TES
+CAV2	CAV2
+CAV1	CAV1
+MET	MET
+CAPZA2	CAPZA2
+ST7	ST7
+ST7-OT4	ST7-OT4
+CTTNBP2	CTTNBP2
+NAA38	NAA38
+TSPAN12	TSPAN12
+ING3	ING3
+CPED1	CPED1
+FAM3C	FAM3C
+AASS	AASS
+CADPS2	CADPS2
+NDUFA5	NDUFA5
+WASL	WASL
+POT1	POT1
+ZNF800	ZNF800
+GCC1	GCC1
+ARF5	ARF5
+SND1	SND1
+RBM28	RBM28
+IMPDH1	IMPDH1
+HILPDA	HILPDA
+METTL2B	METTL2B
+CALU	CALU
+ATP6V1F	ATP6V1F
+IRF5	IRF5
+TNPO3	TNPO3
+TSPAN33	TSPAN33
+AHCYL2	AHCYL2
+STRIP2	STRIP2
+NRF1	NRF1
+UBE2H	UBE2H
+ZC3HC1	ZC3HC1
+KLHDC10	KLHDC10
+TMEM209	TMEM209
+CEP41	CEP41
+MEST	MEST
+COPG2	COPG2
+MKLN1	MKLN1
+PODXL	PODXL
+PLXNA4	PLXNA4
+CHCHD3	CHCHD3
+EXOC4	EXOC4
+SLC35B4	SLC35B4
+AKR1B1	AKR1B1
+BPGM	BPGM
+CALD1	CALD1
+C7orf49	C7orf49
+TMEM140	TMEM140
+WDR91	WDR91
+CNOT4	CNOT4
+NUP205	NUP205
+C7orf73	C7orf73
+MTPN	MTPN
+LUZP6	LUZP6
+CREB3L2	CREB3L2
+TRIM24	TRIM24
+KIAA1549	KIAA1549
+ZC3HAV1	ZC3HAV1
+PTK2B	PTK2B
+CLU	CLU
+CCDC25	CCDC25
+SCARA5	SCARA5
+ELP3	ELP3
+ZNF395	ZNF395
+FZD3	FZD3
+EXTL3	EXTL3
+INTS9	INTS9
+HMBOX1	HMBOX1
+KIF13B	KIF13B
+DUSP4	DUSP4
+TMEM66	TMEM66
+LEPROTL1	LEPROTL1
+DCTN6	DCTN6
+RBPMS	RBPMS
+GTF2E2	GTF2E2
+SMIM18	SMIM18
+GSR	GSR
+UBXN8	UBXN8
+PPP2CB	PPP2CB
+WRN	WRN
+FUT10	FUT10
+TTI2	TTI2
+MAK16	MAK16
+RNF122	RNF122
+ERLIN2	ERLIN2
+PROSC	PROSC
+BRF2	BRF2
+RAB11FIP1	RAB11FIP1
+EIF4EBP1	EIF4EBP1
+ASH2L	ASH2L
+LSM1	LSM1
+BAG4	BAG4
+DDHD2	DDHD2
+PPAPDC1B	PPAPDC1B
+WHSC1L1	WHSC1L1
+LETM2	LETM2
+FGFR1	FGFR1
+RNF5P1	RNF5P1
+TACC1	TACC1
+PLEKHA2	PLEKHA2
+TM2D2	TM2D2
+ADAM9	ADAM9
+IDO1	IDO1
+C8orf4	C8orf4
+GOLGA7	GOLGA7
+GINS4	GINS4
+AGPAT6	AGPAT6
+KAT6A	KAT6A
+AP3M2	AP3M2
+PLAT	PLAT
+IKBKB	IKBKB
+POLB	POLB
+VDAC3	VDAC3
+SLC20A2	SLC20A2
+THAP1	THAP1
+RNF170	RNF170
+HOOK3	HOOK3
+FNTA	FNTA
+HGSNAT	HGSNAT
+CEBPD	CEBPD
+PRKDC	PRKDC
+MCM4	MCM4
+UBE2V2	UBE2V2
+SNAI2	SNAI2
+PCMTD1	PCMTD1
+RB1CC1	RB1CC1
+ATP6V1H	ATP6V1H
+TCEA1	TCEA1
+LYPLA1	LYPLA1
+MRPL15	MRPL15
+TMEM68	TMEM68
+TGS1	TGS1
+LYN	LYN
+RPS20	RPS20
+PLAG1	PLAG1
+CHCHD7	CHCHD7
+IMPAD1	IMPAD1
+FAM110B	FAM110B
+UBXN2B	UBXN2B
+SDCBP	SDCBP
+NSMAF	NSMAF
+TOX	TOX
+RAB2A	RAB2A
+CHD7	CHD7
+CLVS1	CLVS1
+ASPH	ASPH
+GGH	GGH
+YTHDF3	YTHDF3
+CYP7B1	CYP7B1
+ARMC1	ARMC1
+PDE7A	PDE7A
+RRS1	RRS1
+ADHFE1	ADHFE1
+MYBL1	MYBL1
+VCPIP1	VCPIP1
+SGK3	SGK3
+SNHG6	SNHG6
+COPS5	COPS5
+CSPP1	CSPP1
+ARFGEF1	ARFGEF1
+PREX2	PREX2
+SULF1	SULF1
+NCOA2	NCOA2
+TRAM1	TRAM1
+LACTB2	LACTB2
+XKR9	XKR9
+MSC	MSC
+TERF1	TERF1
+RPL7	RPL7
+RDH10	RDH10
+STAU2	STAU2
+UBE2W	UBE2W
+TCEB1	TCEB1
+TMEM70	TMEM70
+LY96	LY96
+GDAP1	GDAP1
+CRISPLD1	CRISPLD1
+ZFHX4	ZFHX4
+PEX2	PEX2
+PKIA	PKIA
+ZC2HC1A	ZC2HC1A
+IL7	IL7
+HEY1	HEY1
+MRPS28	MRPS28
+TPD52	TPD52
+ZBTB10	ZBTB10
+ZNF704	ZNF704
+PAG1	PAG1
+FABP5	FABP5
+IMPA1	IMPA1
+ZFAND1	ZFAND1
+SNX16	SNX16
+LRRCC1	LRRCC1
+C8orf59	C8orf59
+CA13	CA13
+CA2	CA2
+REXO1L1	REXO1L1
+WWP1	WWP1
+RMDN1	RMDN1
+CPNE3	CPNE3
+RIPK2	RIPK2
+OSGIN2	OSGIN2
+NBN	NBN
+DECR1	DECR1
+TMEM64	TMEM64
+TMEM55A	TMEM55A
+OTUD6B	OTUD6B
+RUNX1T1	RUNX1T1
+TRIQK	TRIQK
+FAM92A1	FAM92A1
+RBM12B	RBM12B
+TMEM67	TMEM67
+PDP1	PDP1
+GEM	GEM
+RAD54B	RAD54B
+KIAA1429	KIAA1429
+DPY19L4	DPY19L4
+INTS8	INTS8
+CCNE2	CCNE2
+NDUFAF6	NDUFAF6
+TP53INP1	TP53INP1
+PLEKHF2	PLEKHF2
+C8orf37	C8orf37
+UQCRB	UQCRB
+MTERFD1	MTERFD1
+PTDSS1	PTDSS1
+SDC2	SDC2
+CPQ	CPQ
+TSPYL5	TSPYL5
+MTDH	MTDH
+LAPTM4B	LAPTM4B
+MATN2	MATN2
+RPL30	RPL30
+HRSP12	HRSP12
+POP1	POP1
+NIPAL2	NIPAL2
+STK3	STK3
+OSR2	OSR2
+VPS13B	VPS13B
+COX6C	COX6C
+POLR2K	POLR2K
+SPAG1	SPAG1
+RNF19A	RNF19A
+ANKRD46	ANKRD46
+PABPC1	PABPC1
+YWHAZ	YWHAZ
+ZNF706	ZNF706
+NCALD	NCALD
+RRM2B	RRM2B
+UBR5	UBR5
+KLF10	KLF10
+AZIN1	AZIN1
+ATP6V1C1	ATP6V1C1
+FZD6	FZD6
+CTHRC1	CTHRC1
+SLC25A32	SLC25A32
+DCAF13	DCAF13
+DCSTAMP	DCSTAMP
+LRP12	LRP12
+OXR1	OXR1
+ANGPT1	ANGPT1
+EIF3E	EIF3E
+EMC2	EMC2
+NUDCD1	NUDCD1
+ENY2	ENY2
+EBAG9	EBAG9
+TRPS1	TRPS1
+EIF3H	EIF3H
+UTP23	UTP23
+RAD21	RAD21
+MED30	MED30
+EXT1	EXT1
+NOV	NOV
+ENPP2	ENPP2
+TAF2	TAF2
+DEPTOR	DEPTOR
+COL14A1	COL14A1
+MRPL13	MRPL13
+MTBP	MTBP
+SNTB1	SNTB1
+ZHX2	ZHX2
+DERL1	DERL1
+C8orf76	C8orf76
+ZHX1	ZHX1
+ATAD2	ATAD2
+WDYHV1	WDYHV1
+FBXO32	FBXO32
+FAM91A1	FAM91A1
+TMEM65	TMEM65
+TRMT12	TRMT12
+RNF139	RNF139
+TATDN1	TATDN1
+NDUFB9	NDUFB9
+MTSS1	MTSS1
+IL11RA	IL11RA
+C9orf131	C9orf131
+VCP	VCP
+FANCG	FANCG
+PIGO	PIGO
+STOML2	STOML2
+FAM214B	FAM214B
+UNC13B	UNC13B
+RUSC2	RUSC2
+TESK1	TESK1
+CD72	CD72
+SIT1	SIT1
+CCDC107	CCDC107
+ARHGEF39	ARHGEF39
+TPM2	TPM2
+TLN1	TLN1
+CREB3	CREB3
+GBA2	GBA2
+RGP1	RGP1
+HINT2	HINT2
+RECK	RECK
+GLIPR2	GLIPR2
+CLTA	CLTA
+GNE	GNE
+RNF38	RNF38
+ZCCHC7	ZCCHC7
+GRHPR	GRHPR
+ZBTB5	ZBTB5
+POLR1E	POLR1E
+FBXO10	FBXO10
+TOMM5	TOMM5
+TRMT10B	TRMT10B
+EXOSC3	EXOSC3
+DCAF10	DCAF10
+SLC25A51	SLC25A51
+SHB	SHB
+ALDH1B1	ALDH1B1
+ZNF658	ZNF658
+CBWD6	CBWD6
+CBWD5	CBWD5
+CBWD3	CBWD3
+FAM122A	FAM122A
+FXN	FXN
+TJP2	TJP2
+APBA1	APBA1
+PTAR1	PTAR1
+MAMDC2	MAMDC2
+SMC5	SMC5
+KLF9	KLF9
+TMEM2	TMEM2
+C9orf85	C9orf85
+ZFAND5	ZFAND5
+ALDH1A1	ALDH1A1
+ANXA1	ANXA1
+NMRK1	NMRK1
+OSTF1	OSTF1
+PCSK5	PCSK5
+RFK	RFK
+RPSAP9	RPSAP9
+GCNT1	GCNT1
+PRUNE2	PRUNE2
+VPS13A	VPS13A
+GNAQ	GNAQ
+CEP78	CEP78
+PSAT1	PSAT1
+TLE4	TLE4
+TLE1	TLE1
+FRMD3	FRMD3
+IDNK	IDNK
+UBQLN1	UBQLN1
+KIF27	KIF27
+C9orf64	C9orf64
+HNRNPK	HNRNPK
+RMI1	RMI1
+NTRK2	NTRK2
+AGTPBP1	AGTPBP1
+NAA35	NAA35
+GOLM1	GOLM1
+ISCA1	ISCA1
+ZCCHC6	ZCCHC6
+DAPK1	DAPK1
+CDK20	CDK20
+SPIN1	SPIN1
+S1PR3	S1PR3
+CKS2	CKS2
+SECISBP2	SECISBP2
+SEMA4D	SEMA4D
+SYK	SYK
+AUH	AUH
+NFIL3	NFIL3
+ROR2	ROR2
+SPTLC1	SPTLC1
+IARS	IARS
+NOL8	NOL8
+CENPP	CENPP
+OGN	OGN
+OMD	OMD
+ASPN	ASPN
+ECM2	ECM2
+IPPK	IPPK
+BICD2	BICD2
+ZNF484	ZNF484
+FGD3	FGD3
+SUSD3	SUSD3
+C9orf89	C9orf89
+NINJ1	NINJ1
+FAM120AOS	FAM120AOS
+FAM120A	FAM120A
+PHF2	PHF2
+MIRLET7DHG	MIRLET7DHG
+HIATL1	HIATL1
+FBP1	FBP1
+C9orf3	C9orf3
+FANCC	FANCC
+PTCH1	PTCH1
+LINC00476	LINC00476
+ERCC6L2	ERCC6L2
+HABP4	HABP4
+CDC14B	CDC14B
+AAED1	AAED1
+ZNF510	ZNF510
+ZNF782	ZNF782
+TDRD7	TDRD7
+TMOD1	TMOD1
+TSTD2	TSTD2
+NCBP1	NCBP1
+XPA	XPA
+C9orf156	C9orf156
+ANP32B	ANP32B
+NANS	NANS
+TRIM14	TRIM14
+CORO2A	CORO2A
+TBC1D2	TBC1D2
+COL15A1	COL15A1
+TGFBR1	TGFBR1
+ALG2	ALG2
+SEC61B	SEC61B
+NR4A3	NR4A3
+STX17	STX17
+ERP44	ERP44
+INVS	INVS
+TEX10	TEX10
+MSANTD3	MSANTD3
+MRPL50	MRPL50
+ZNF189	ZNF189
+RNF20	RNF20
+SMC2	SMC2
+NIPSNAP3A	NIPSNAP3A
+ABCA1	ABCA1
+SLC44A1	SLC44A1
+FSD1L	FSD1L
+FKTN	FKTN
+TMEM38B	TMEM38B
+ZNF462	ZNF462
+RAD23B	RAD23B
+KLF4	KLF4
+IKBKAP	IKBKAP
+FAM206A	FAM206A
+CTNNAL1	CTNNAL1
+TMEM245	TMEM245
+AKAP2	AKAP2
+TXN	TXN
+SVEP1	SVEP1
+LPAR1	LPAR1
+KIAA0368	KIAA0368
+ZNF483	ZNF483
+PTGR1	PTGR1
+GNG10	GNG10
+UGCG	UGCG
+SUSD1	SUSD1
+PTBP3	PTBP3
+HSDL2	HSDL2
+INIP	INIP
+SNX30	SNX30
+ZNF883	ZNF883
+SLC31A2	SLC31A2
+FKBP15	FKBP15
+SLC31A1	SLC31A1
+CDC26	CDC26
+PRPF4	PRPF4
+BSPRY	BSPRY
+HDHD3	HDHD3
+ALAD	ALAD
+POLE3	POLE3
+RGS3	RGS3
+ZNF618	ZNF618
+AKNA	AKNA
+DFNB31	DFNB31
+ATP6V1G1	ATP6V1G1
+C9orf91	C9orf91
+TNFSF15	TNFSF15
+TNFSF8	TNFSF8
+TNC	TNC
+PAPPA	PAPPA
+ASTN2	ASTN2
+TRIM32	TRIM32
+TLR4	TLR4
+CDK5RAP2	CDK5RAP2
+MEGF9	MEGF9
+FBXW2	FBXW2
+PSMD5	PSMD5
+PHF19	PHF19
+TRAF1	TRAF1
+C5	C5
+CNTRL	CNTRL
+RAB14	RAB14
+GSN	GSN
+STOM	STOM
+GGTA1P	GGTA1P
+DAB2IP	DAB2IP
+NDUFA8	NDUFA8
+RBM18	RBM18
+MRRF	MRRF
+PTGS1	PTGS1
+PDCL	PDCL
+RC3H2	RC3H2
+ZBTB6	ZBTB6
+ZBTB26	ZBTB26
+RABGAP1	RABGAP1
+MIR600HG	MIR600HG
+STRBP	STRBP
+DENND1A	DENND1A
+NEK6	NEK6
+PSMB7	PSMB7
+OLFML2A	OLFML2A
+RPL35	RPL35
+ARPC5L	ARPC5L
+GOLGA1	GOLGA1
+SCAI	SCAI
+PPP6C	PPP6C
+RABEPK	RABEPK
+HSPA5	HSPA5
+GAPVD1	GAPVD1
+MAPKAP1	MAPKAP1
+PBX3	PBX3
+MVB12B	MVB12B
+ZBTB43	ZBTB43
+ZBTB34	ZBTB34
+RALGPS1	RALGPS1
+ANGPTL2	ANGPTL2
+GARNL3	GARNL3
+SLC2A8	SLC2A8
+ZNF79	ZNF79
+RPL12	RPL12
+LRSAM1	LRSAM1
+FAM129B	FAM129B
+STXBP1	STXBP1
+PTRH1	PTRH1
+TTC16	TTC16
+TOR2A	TOR2A
+SH2D3C	SH2D3C
+CDK9	CDK9
+FPGS	FPGS
+ENG	ENG
+AK1	AK1
+ST6GALNAC6	ST6GALNAC6
+ST6GALNAC4	ST6GALNAC4
+DPM2	DPM2
+FAM102A	FAM102A
+SLC25A25	SLC25A25
+PTGES2	PTGES2
+C9orf16	C9orf16
+CIZ1	CIZ1
+GOLGA2	GOLGA2
+SWI5	SWI5
+TRUB2	TRUB2
+COQ4	COQ4
+SLC27A4	SLC27A4
+URM1	URM1
+CERCAM	CERCAM
+ODF2	ODF2
+GLE1	GLE1
+SPTAN1	SPTAN1
+WDR34	WDR34
+SET	SET
+ZDHHC12	ZDHHC12
+ZER1	ZER1
+TBC1D13	TBC1D13
+C9orf114	C9orf114
+CCBL1	CCBL1
+LRRC8A	LRRC8A
+PHYHD1	PHYHD1
+DOLK	DOLK
+NUP188	NUP188
+FAM73B	FAM73B
+DOLPP1	DOLPP1
+CRAT	CRAT
+PPP2R4	PPP2R4
+NTMT1	NTMT1
+ASB6	ASB6
+PTGES	PTGES
+TOR1B	TOR1B
+TOR1A	TOR1A
+C9orf78	C9orf78
+USP20	USP20
+FNBP1	FNBP1
+GPR107	GPR107
+NCS1	NCS1
+ASS1	ASS1
+FUBP3	FUBP3
+EXOSC2	EXOSC2
+ABL1	ABL1
+AIF1L	AIF1L
+NUP214	NUP214
+FAM78A	FAM78A
+PRRC2B	PRRC2B
+MASTL	MASTL
+ACBD5	ACBD5
+RAB18	RAB18
+MPP7	MPP7
+WAC-AS1	WAC-AS1
+WAC	WAC
+PTCHD3P1	PTCHD3P1
+SVIL	SVIL
+KIAA1462	KIAA1462
+MTPAP	MTPAP
+MAP3K8	MAP3K8
+ZNF438	ZNF438
+ZEB1	ZEB1
+ARHGAP12	ARHGAP12
+KIF5B	KIF5B
+EPC1	EPC1
+CCDC7	CCDC7
+ITGB1	ITGB1
+NRP1	NRP1
+CUL2	CUL2
+CREM	CREM
+CCNY	CCNY
+ZNF248	ZNF248
+ZNF25	ZNF25
+ZNF33A	ZNF33A
+ZNF37A	ZNF37A
+HSD17B7P2	HSD17B7P2
+ZNF37BP	ZNF37BP
+ZNF33B	ZNF33B
+BMS1	BMS1
+CSGALNACT2	CSGALNACT2
+RASGEF1A	RASGEF1A
+HNRNPF	HNRNPF
+ZNF32	ZNF32
+CXCL12	CXCL12
+RASSF4	RASSF4
+C10orf10	C10orf10
+C10orf25	C10orf25
+ZNF22	ZNF22
+ALOX5	ALOX5
+MARCH8	MARCH8
+ZFAND4	ZFAND4
+FAM21C	FAM21C
+AGAP4	AGAP4
+BMS1P1	BMS1P1
+GLUD1P7	GLUD1P7
+SYT15	SYT15
+BMS1P2	BMS1P2
+FAM35DP	FAM35DP
+FAM21B	FAM21B
+BMS1P6	BMS1P6
+AGAP9	AGAP9
+BMS1P5	BMS1P5
+MAPK8	MAPK8
+ARHGAP22	ARHGAP22
+WDFY4	WDFY4
+VSTM4	VSTM4
+C10orf128	C10orf128
+ERCC6	ERCC6
+PGBD3	PGBD3
+PARG	PARG
+AGAP8	AGAP8
+NCOA4	NCOA4
+TIMM23	TIMM23
+AGAP6	AGAP6
+FAM21A	FAM21A
+SGMS1	SGMS1
+PRKG1	PRKG1
+CSTF2T	CSTF2T
+ZWINT	ZWINT
+IPMK	IPMK
+CISD1	CISD1
+UBE2D1	UBE2D1
+TFAM	TFAM
+FAM13C	FAM13C
+CCDC6	CCDC6
+ANK3	ANK3
+CDK1	CDK1
+RHOBTB1	RHOBTB1
+ARID5B	ARID5B
+RTKN2	RTKN2
+ADO	ADO
+EGR2	EGR2
+NRBF2	NRBF2
+JMJD1C	JMJD1C
+REEP3	REEP3
+SIRT1	SIRT1
+HERC4	HERC4
+PBLD	PBLD
+HNRNPH3	HNRNPH3
+RUFY2	RUFY2
+SLC25A16	SLC25A16
+TET1	TET1
+CCAR1	CCAR1
+DDX50	DDX50
+DDX21	DDX21
+KIAA1279	KIAA1279
+SRGN	SRGN
+VPS26A	VPS26A
+SUPV3L1	SUPV3L1
+HK1	HK1
+TSPAN15	TSPAN15
+COL13A1	COL13A1
+H2AFY2	H2AFY2
+AIFM2	AIFM2
+TYSND1	TYSND1
+SAR1A	SAR1A
+PPA1	PPA1
+EIF4EBP2	EIF4EBP2
+PALD1	PALD1
+PRF1	PRF1
+SGPL1	SGPL1
+PCBD1	PCBD1
+UNC5B	UNC5B
+SLC29A3	SLC29A3
+CDH23	CDH23
+C10orf54	C10orf54
+PSAP	PSAP
+CHST3	CHST3
+SPOCK2	SPOCK2
+ASCC1	ASCC1
+ANAPC16	ANAPC16
+DDIT4	DDIT4
+DNAJB12	DNAJB12
+MICU1	MICU1
+MCU	MCU
+P4HA1	P4HA1
+NUDT13	NUDT13
+ECD	ECD
+FAM149B1	FAM149B1
+DNAJC9	DNAJC9
+MRPS16	MRPS16
+ANXA7	ANXA7
+PPP3CB	PPP3CB
+USP54	USP54
+AGAP5	AGAP5
+BMS1P4	BMS1P4
+GLUD1P3	GLUD1P3
+SEC24C	SEC24C
+FUT11	FUT11
+CHCHD1	CHCHD1
+ZSWIM8	ZSWIM8
+NDST2	NDST2
+CAMK2G	CAMK2G
+PLAU	PLAU
+C10orf55	C10orf55
+VCL	VCL
+AP3M1	AP3M1
+ADK	ADK
+KAT6B	KAT6B
+SAMD8	SAMD8
+VDAC2	VDAC2
+COMTD1	COMTD1
+C10orf11	C10orf11
+KCNMA1	KCNMA1
+DLG5	DLG5
+POLR3A	POLR3A
+RPS24	RPS24
+ZMIZ1	ZMIZ1
+PPIF	PPIF
+ZCCHC24	ZCCHC24
+BEND3P3	BEND3P3
+TMEM254	TMEM254
+PLAC9	PLAC9
+ANXA11	ANXA11
+FAM213A	FAM213A
+TSPAN14	TSPAN14
+GHITM	GHITM
+CCSER2	CCSER2
+GRID1	GRID1
+WAPAL	WAPAL
+BMPR1A	BMPR1A
+MMRN2	MMRN2
+SNCG	SNCG
+ADIRF	ADIRF
+AGAP11	AGAP11
+GLUD1	GLUD1
+FAM35A	FAM35A
+MINPP1	MINPP1
+PAPSS2	PAPSS2
+ATAD1	ATAD1
+PTEN	PTEN
+LIPN	LIPN
+ANKRD22	ANKRD22
+STAMBPL1	STAMBPL1
+ACTA2	ACTA2
+FAS	FAS
+CH25H	CH25H
+LIPA	LIPA
+IFIT2	IFIT2
+IFIT3	IFIT3
+IFIT1	IFIT1
+IFIT5	IFIT5
+KIF20B	KIF20B
+HTR7	HTR7
+RPP30	RPP30
+PCGF5	PCGF5
+HECTD2	HECTD2
+PPP1R3C	PPP1R3C
+TNKS2	TNKS2
+BTAF1	BTAF1
+CPEB3	CPEB3
+MARCH5	MARCH5
+IDE	IDE
+KIF11	KIF11
+HHEX	HHEX
+EXOC6	EXOC6
+MYOF	MYOF
+FFAR4	FFAR4
+FRA10AC1	FRA10AC1
+PLCE1	PLCE1
+NOC3L	NOC3L
+TBC1D12	TBC1D12
+HELLS	HELLS
+PDLIM1	PDLIM1
+SORBS1	SORBS1
+ALDH18A1	ALDH18A1
+TCTN3	TCTN3
+ENTPD1	ENTPD1
+CCNJ	CCNJ
+ZNF518A	ZNF518A
+BLNK	BLNK
+TM9SF3	TM9SF3
+PIK3AP1	PIK3AP1
+RPL13AP5	RPL13AP5
+LCOR	LCOR
+C10orf12	C10orf12
+ARHGAP19-SLIT1	ARHGAP19-SLIT1
+ARHGAP19	ARHGAP19
+FRAT2	FRAT2
+RRP12	RRP12
+PGAM1	PGAM1
+EXOSC1	EXOSC1
+ZDHHC16	ZDHHC16
+MMS19	MMS19
+PI4K2A	PI4K2A
+AVPI1	AVPI1
+MARVELD1	MARVELD1
+ZFYVE27	ZFYVE27
+R3HCC1L	R3HCC1L
+HPS1	HPS1
+GOT1	GOT1
+SLC25A28	SLC25A28
+ENTPD7	ENTPD7
+CUTC	CUTC
+COX15	COX15
+DNMBP	DNMBP
+ERLIN1	ERLIN1
+CHUK	CHUK
+CWF19L1	CWF19L1
+BLOC1S2	BLOC1S2
+SCD	SCD
+LINC00263	LINC00263
+SEC31B	SEC31B
+NDUFB8	NDUFB8
+HIF1AN	HIF1AN
+FAM178A	FAM178A
+MRPL43	MRPL43
+LZTS2	LZTS2
+SFXN3	SFXN3
+BTRC	BTRC
+DPCD	DPCD
+POLL	POLL
+FBXW4	FBXW4
+MGEA5	MGEA5
+C10orf76	C10orf76
+LDB1	LDB1
+PPRC1	PPRC1
+NOLC1	NOLC1
+GBF1	GBF1
+NFKB2	NFKB2
+FBXL15	FBXL15
+CUEDC2	CUEDC2
+TMEM180	TMEM180
+ACTR1A	ACTR1A
+SUFU	SUFU
+TRIM8	TRIM8
+ARL3	ARL3
+SFXN2	SFXN2
+WBP1L	WBP1L
+C10orf32	C10orf32
+NT5C2	NT5C2
+PCGF6	PCGF6
+TAF5	TAF5
+USMG5	USMG5
+PDCD11	PDCD11
+CALHM2	CALHM2
+SH3PXD2A	SH3PXD2A
+OBFC1	OBFC1
+SLK	SLK
+SFR1	SFR1
+GSTO1	GSTO1
+ITPRIP	ITPRIP
+XPNPEP1	XPNPEP1
+ADD3	ADD3
+MXI1	MXI1
+SMNDC1	SMNDC1
+DUSP5	DUSP5
+SMC3	SMC3
+OLFML1	OLFML1
+PPFIBP2	PPFIBP2
+EIF3F	EIF3F
+TRIM66	TRIM66
+RPL27A	RPL27A
+ST5	ST5
+AKIP1	AKIP1
+TMEM9B	TMEM9B
+NRIP3	NRIP3
+DENND5A	DENND5A
+TMEM41B	TMEM41B
+IPO7	IPO7
+ZNF143	ZNF143
+WEE1	WEE1
+SWAP70	SWAP70
+SBF2-AS1	SBF2-AS1
+SBF2	SBF2
+ADM	ADM
+AMPD3	AMPD3
+MTRNR2L8	MTRNR2L8
+RNF141	RNF141
+LYVE1	LYVE1
+MRVI1	MRVI1
+CTR9	CTR9
+EIF4G2	EIF4G2
+ZBED5	ZBED5
+GALNT18	GALNT18
+USP47	USP47
+DKK3	DKK3
+MICAL2	MICAL2
+PARVA	PARVA
+TEAD1	TEAD1
+ARNTL	ARNTL
+BTBD10	BTBD10
+FAR1	FAR1
+SPON1	SPON1
+RRAS2	RRAS2
+COPB1	COPB1
+PSMA1	PSMA1
+PDE3B	PDE3B
+CYP2R1	CYP2R1
+C11orf58	C11orf58
+PLEKHA7	PLEKHA7
+RPS13	RPS13
+PIK3C2A	PIK3C2A
+NUCB2	NUCB2
+NCR3LG1	NCR3LG1
+SERGEF	SERGEF
+SAAL1	SAAL1
+HPS5	HPS5
+GTF2H1	GTF2H1
+LDHA	LDHA
+TSG101	TSG101
+UEVLD	UEVLD
+SPTY2D1	SPTY2D1
+TMEM86A	TMEM86A
+MRGPRX2	MRGPRX2
+ZDHHC13	ZDHHC13
+NAV2	NAV2
+HTATIP2	HTATIP2
+PRMT3	PRMT3
+FANCF	FANCF
+SVIP	SVIP
+LGR4	LGR4
+LIN7C	LIN7C
+KIF18A	KIF18A
+METTL15	METTL15
+ARL14EP	ARL14EP
+DNAJC24	DNAJC24
+ELP4	ELP4
+RCN1	RCN1
+EIF3M	EIF3M
+PRRG4	PRRG4
+QSER1	QSER1
+DEPDC7	DEPDC7
+TCP11L1	TCP11L1
+CSTF3	CSTF3
+HIPK3	HIPK3
+CD59	CD59
+FBXO3	FBXO3
+LMO2	LMO2
+CAPRIN1	CAPRIN1
+NAT10	NAT10
+ABTB2	ABTB2
+CAT	CAT
+APIP	APIP
+PDHX	PDHX
+CD44	CD44
+PAMR1	PAMR1
+TRIM44	TRIM44
+LDLRAD3	LDLRAD3
+COMMD9	COMMD9
+PRR5L	PRR5L
+TRAF6	TRAF6
+C11orf74	C11orf74
+API5	API5
+TTC17	TTC17
+HSD17B12	HSD17B12
+ALKBH3	ALKBH3
+ACCS	ACCS
+EXT2	EXT2
+CD82	CD82
+TSPAN18	TSPAN18
+TP53I11	TP53I11
+SLC35C1	SLC35C1
+CRY2	CRY2
+PEX16	PEX16
+PHF21A	PHF21A
+DGKZ	DGKZ
+MDK	MDK
+AMBRA1	AMBRA1
+HARBI1	HARBI1
+ATG13	ATG13
+ARHGAP1	ARHGAP1
+ZNF408	ZNF408
+CKAP5	CKAP5
+C11orf49	C11orf49
+ARFGAP2	ARFGAP2
+DDB2	DDB2
+ACP2	ACP2
+NR1H3	NR1H3
+MADD	MADD
+SPI1	SPI1
+SLC39A13	SLC39A13
+PSMC3	PSMC3
+CELF1	CELF1
+NDUFS3	NDUFS3
+PTPMT1	PTPMT1
+KBTBD4	KBTBD4
+MTCH2	MTCH2
+FNBP4	FNBP4
+NUP160	NUP160
+PTPRJ	PTPRJ
+FOLH1	FOLH1
+APLNR	APLNR
+TNKS1BP1	TNKS1BP1
+SSRP1	SSRP1
+PRG2	PRG2
+SLC43A3	SLC43A3
+SLC43A1	SLC43A1
+TIMM10	TIMM10
+UBE2L6	UBE2L6
+SERPING1	SERPING1
+CLP1	CLP1
+ZDHHC5	ZDHHC5
+MED19	MED19
+TMX2	TMX2
+C11orf31	C11orf31
+BTBD18	BTBD18
+CTNND1	CTNND1
+LPXN	LPXN
+ZFP91	ZFP91
+FAM111B	FAM111B
+FAM111A	FAM111A
+DTX4	DTX4
+MPEG1	MPEG1
+OSBP	OSBP
+PATL1	PATL1
+STX3	STX3
+MRPL16	MRPL16
+MS4A2	MS4A2
+MS4A6A	MS4A6A
+MS4A4A	MS4A4A
+MS4A7	MS4A7
+MS4A14	MS4A14
+MS4A1	MS4A1
+CCDC86	CCDC86
+TMEM109	TMEM109
+SLC15A3	SLC15A3
+CD6	CD6
+CD5	CD5
+VPS37C	VPS37C
+DDB1	DDB1
+DAK	DAK
+TMEM138	TMEM138
+TMEM216	TMEM216
+CPSF7	CPSF7
+SDHAF2	SDHAF2
+DAGLA	DAGLA
+TMEM258	TMEM258
+FEN1	FEN1
+FADS2	FADS2
+FADS1	FADS1
+FADS3	FADS3
+BEST1	BEST1
+FTH1	FTH1
+ASRGL1	ASRGL1
+AHNAK	AHNAK
+EEF1G	EEF1G
+TUT1	TUT1
+MTA2	MTA2
+EML3	EML3
+B3GAT3	B3GAT3
+GANAB	GANAB
+INTS5	INTS5
+C11orf48	C11orf48
+UBXN1	UBXN1
+BSCL2	BSCL2
+HNRNPUL2	HNRNPUL2
+TTC9C	TTC9C
+ZBTB3	ZBTB3
+POLR2G	POLR2G
+TMEM223	TMEM223
+TMEM179B	TMEM179B
+NXF1	NXF1
+STX5	STX5
+WDR74	WDR74
+SNHG1	SNHG1
+SLC3A2	SLC3A2
+RARRES3	RARRES3
+PLA2G16	PLA2G16
+ATL3	ATL3
+RTN3	RTN3
+C11orf95	C11orf95
+MARK2	MARK2
+NAA40	NAA40
+COX8A	COX8A
+OTUB1	OTUB1
+STIP1	STIP1
+FERMT3	FERMT3
+TRPT1	TRPT1
+NUDT22	NUDT22
+DNAJC4	DNAJC4
+VEGFB	VEGFB
+FKBP2	FKBP2
+BAD	BAD
+ESRRA	ESRRA
+TRMT112	TRMT112
+PRDX5	PRDX5
+CCDC88B	CCDC88B
+RASGRP2	RASGRP2
+SF1	SF1
+MAP4K2	MAP4K2
+EHD1	EHD1
+ATG2A	ATG2A
+ARL2	ARL2
+SNX15	SNX15
+NAALADL1	NAALADL1
+ZFPL1	ZFPL1
+VPS51	VPS51
+TM7SF2	TM7SF2
+ZNHIT2	ZNHIT2
+FAU	FAU
+SYVN1	SYVN1
+MRPL49	MRPL49
+CAPN1	CAPN1
+POLA2	POLA2
+CDC42EP2	CDC42EP2
+DPF2	DPF2
+SLC25A45	SLC25A45
+FRMD8	FRMD8
+NEAT1	NEAT1
+MALAT1	MALAT1
+SCYL1	SCYL1
+LTBP3	LTBP3
+SSSCA1	SSSCA1
+EHBP1L1	EHBP1L1
+MAP3K11	MAP3K11
+PCNXL3	PCNXL3
+SIPA1	SIPA1
+RELA	RELA
+KAT5	KAT5
+RNASEH2C	RNASEH2C
+AP5B1	AP5B1
+CFL1	CFL1
+MUS81	MUS81
+EFEMP2	EFEMP2
+CTSW	CTSW
+FIBP	FIBP
+CCDC85B	CCDC85B
+FOSL1	FOSL1
+DRAP1	DRAP1
+SART1	SART1
+EIF1AD	EIF1AD
+BANF1	BANF1
+CATSPER1	CATSPER1
+SF3B2	SF3B2
+PACS1	PACS1
+RAB1B	RAB1B
+YIF1A	YIF1A
+CD248	CD248
+RIN1	RIN1
+BRMS1	BRMS1
+B3GNT1	B3GNT1
+MRPL11	MRPL11
+DPP3	DPP3
+BBS1	BBS1
+ZDHHC24	ZDHHC24
+CTSF	CTSF
+CCS	CCS
+RBM14	RBM14
+RBM14-RBM4	RBM14-RBM4
+RBM4	RBM4
+RBM4B	RBM4B
+C11orf80	C11orf80
+RCE1	RCE1
+PC	PC
+KDM2A	KDM2A
+ADRBK1	ADRBK1
+ANKRD13D	ANKRD13D
+SSH3	SSH3
+POLD4	POLD4
+CLCF1	CLCF1
+PPP1CA	PPP1CA
+TBC1D10C	TBC1D10C
+RPS6KB2	RPS6KB2
+PTPRCAP	PTPRCAP
+CORO1B	CORO1B
+CABP4	CABP4
+TMEM134	TMEM134
+AIP	AIP
+PITPNM1	PITPNM1
+CDK2AP2	CDK2AP2
+GSTP1	GSTP1
+NDUFV1	NDUFV1
+UNC93B1	UNC93B1
+ALDH3B1	ALDH3B1
+NDUFS8	NDUFS8
+TCIRG1	TCIRG1
+CHKA	CHKA
+SUV420H1	SUV420H1
+C11orf24	C11orf24
+LRP5	LRP5
+PPP6R3	PPP6R3
+CPT1A	CPT1A
+MRPL21	MRPL21
+IGHMBP2	IGHMBP2
+MRGPRF	MRGPRF
+TPCN2	TPCN2
+CCND1	CCND1
+ORAOV1	ORAOV1
+ANO1	ANO1
+FADD	FADD
+PPFIA1	PPFIA1
+CTTN	CTTN
+DHCR7	DHCR7
+NADSYN1	NADSYN1
+RNF121	RNF121
+IL18BP	IL18BP
+NUMA1	NUMA1
+LRTOMT	LRTOMT
+LAMTOR1	LAMTOR1
+ANAPC15	ANAPC15
+FOLR2	FOLR2
+INPPL1	INPPL1
+CLPB	CLPB
+PDE2A	PDE2A
+ARAP1	ARAP1
+STARD10	STARD10
+ATG16L2	ATG16L2
+FCHSD2	FCHSD2
+P2RY2	P2RY2
+P2RY6	P2RY6
+ARHGEF17	ARHGEF17
+RELT	RELT
+FAM168A	FAM168A
+PLEKHB1	PLEKHB1
+RAB6A	RAB6A
+MRPL48	MRPL48
+COA4	COA4
+PAAF1	PAAF1
+UCP2	UCP2
+C2CD3	C2CD3
+PPME1	PPME1
+PGM2L1	PGM2L1
+KCNE3	KCNE3
+POLD3	POLD3
+RNF169	RNF169
+XRRA1	XRRA1
+SPCS2	SPCS2
+NEU3	NEU3
+SLCO2B1	SLCO2B1
+ARRB1	ARRB1
+RPS3	RPS3
+GDPD5	GDPD5
+SERPINH1	SERPINH1
+UVRAG	UVRAG
+PRKRIR	PRKRIR
+C11orf30	C11orf30
+LRRC32	LRRC32
+TSKU	TSKU
+ACER3	ACER3
+CAPN5	CAPN5
+MYO7A	MYO7A
+PAK1	PAK1
+CLNS1A	CLNS1A
+AQP11	AQP11
+RSF1	RSF1
+AAMDC	AAMDC
+INTS4	INTS4
+NDUFC2	NDUFC2
+ALG8	ALG8
+KCTD21	KCTD21
+GAB2	GAB2
+NARS2	NARS2
+PRCP	PRCP
+C11orf82	C11orf82
+RAB30	RAB30
+PCF11	PCF11
+ANKRD42	ANKRD42
+CCDC90B	CCDC90B
+TMEM126B	TMEM126B
+TMEM126A	TMEM126A
+CREBZF	CREBZF
+SYTL2	SYTL2
+PICALM	PICALM
+EED	EED
+C11orf73	C11orf73
+ME3	ME3
+PRSS23	PRSS23
+FZD4	FZD4
+TMEM135	TMEM135
+RAB38	RAB38
+CTSC	CTSC
+NOX4	NOX4
+CHORDC1	CHORDC1
+FAT3	FAT3
+SLC36A4	SLC36A4
+KIAA1731	KIAA1731
+TAF1D	TAF1D
+C11orf54	C11orf54
+MED17	MED17
+PANX1	PANX1
+MRE11A	MRE11A
+ANKRD49	ANKRD49
+FUT4	FUT4
+AMOTL1	AMOTL1
+CWC15	CWC15
+SRSF8	SRSF8
+ENDOD1	ENDOD1
+SESN3	SESN3
+FAM76B	FAM76B
+CEP57	CEP57
+MTMR2	MTMR2
+MAML2	MAML2
+CCDC82	CCDC82
+JRKL	JRKL
+TRPC6	TRPC6
+BIRC3	BIRC3
+BIRC2	BIRC2
+TMEM123	TMEM123
+MMP7	MMP7
+MMP10	MMP10
+DCUN1D5	DCUN1D5
+DYNC2H1	DYNC2H1
+PDGFD	PDGFD
+CASP4	CASP4
+CASP1	CASP1
+CARD16	CARD16
+MSANTD4	MSANTD4
+KBTBD3	KBTBD3
+AASDHPPT	AASDHPPT
+GUCY1A2	GUCY1A2
+CWF19L2	CWF19L2
+ALKBH8	ALKBH8
+SLC35F2	SLC35F2
+RAB39A	RAB39A
+CUL5	CUL5
+ACAT1	ACAT1
+NPAT	NPAT
+ATM	ATM
+KDELC2	KDELC2
+EXPH5	EXPH5
+DDX10	DDX10
+ZC3H12C	ZC3H12C
+RDX	RDX
+FDX1	FDX1
+ARHGAP20	ARHGAP20
+LAYN	LAYN
+SIK2	SIK2
+PPP2R1B	PPP2R1B
+ALG9	ALG9
+FDXACB1	FDXACB1
+C11orf1	C11orf1
+CRYAB	CRYAB
+HSPB2	HSPB2
+DIXDC1	DIXDC1
+DLAT	DLAT
+C11orf57	C11orf57
+TIMM8B	TIMM8B
+SDHD	SDHD
+IL18	IL18
+PTS	PTS
+NCAM1	NCAM1
+TTC12	TTC12
+ZW10	ZW10
+USP28	USP28
+ZBTB16	ZBTB16
+NNMT	NNMT
+C11orf71	C11orf71
+RBM7	RBM7
+REXO2	REXO2
+CADM1	CADM1
+BUD13	BUD13
+ZNF259	ZNF259
+SIK3	SIK3
+PAFAH1B2	PAFAH1B2
+SIDT2	SIDT2
+TAGLN	TAGLN
+PCSK7	PCSK7
+RNF214	RNF214
+BACE1	BACE1
+CEP164	CEP164
+FXYD6	FXYD6
+IL10RA	IL10RA
+SCN4B	SCN4B
+AMICA1	AMICA1
+MPZL3	MPZL3
+MPZL2	MPZL2
+RIMKLB	RIMKLB
+PHC1	PHC1
+M6PR	M6PR
+KLRG1	KLRG1
+LINC00612	LINC00612
+A2M-AS1	A2M-AS1
+A2M	A2M
+DDX12P	DDX12P
+KLRB1	KLRB1
+CLEC2D	CLEC2D
+CLECL1	CLECL1
+CD69	CD69
+KLRF1	KLRF1
+CLEC2B	CLEC2B
+CLEC12A	CLEC12A
+CLEC9A	CLEC9A
+CLEC1A	CLEC1A
+CLEC7A	CLEC7A
+OLR1	OLR1
+TMEM52B	TMEM52B
+GABARAPL1	GABARAPL1
+KLRD1	KLRD1
+KLRK1	KLRK1
+KLRC4-KLRK1	KLRC4-KLRK1
+KLRC4	KLRC4
+KLRC3	KLRC3
+KLRC2	KLRC2
+KLRC1	KLRC1
+KLRAP1	KLRAP1
+MAGOHB	MAGOHB
+STYK1	STYK1
+ETV6	ETV6
+LRP6	LRP6
+MANSC1	MANSC1
+LOH12CR1	LOH12CR1
+DUSP16	DUSP16
+CREBL2	CREBL2
+CDKN1B	CDKN1B
+APOLD1	APOLD1
+DDX47	DDX47
+GPRC5A	GPRC5A
+HEBP1	HEBP1
+KIAA1467	KIAA1467
+GSG1	GSG1
+EMP1	EMP1
+ATF7IP	ATF7IP
+PLBD1	PLBD1
+H2AFJ	H2AFJ
+WBP11	WBP11
+MGP	MGP
+ERP27	ERP27
+ARHGDIB	ARHGDIB
+RERG	RERG
+PTPRO	PTPRO
+EPS8	EPS8
+STRAP	STRAP
+DERA	DERA
+PLEKHA5	PLEKHA5
+AEBP2	AEBP2
+PDE3A	PDE3A
+PYROXD1	PYROXD1
+RECQL	RECQL
+GOLT1B	GOLT1B
+LDHB	LDHB
+KCNJ8	KCNJ8
+ABCC9	ABCC9
+CMAS	CMAS
+ST8SIA1	ST8SIA1
+C2CD5	C2CD5
+ETNK1	ETNK1
+BCAT1	BCAT1
+LRMP	LRMP
+LYRM5	LYRM5
+KRAS	KRAS
+BHLHE41	BHLHE41
+SSPN	SSPN
+ITPR2	ITPR2
+ASUN	ASUN
+FGFR1OP2	FGFR1OP2
+TM7SF3	TM7SF3
+MED21	MED21
+STK38L	STK38L
+PPFIBP1	PPFIBP1
+MRPS35	MRPS35
+KLHL42	KLHL42
+CCDC91	CCDC91
+FAR2	FAR2
+ERGIC2	ERGIC2
+IPO8	IPO8
+CAPRIN2	CAPRIN2
+DDX11	DDX11
+FAM60A	FAM60A
+DENND5B	DENND5B
+METTL20	METTL20
+AMN1	AMN1
+KIAA1551	KIAA1551
+BICD1	BICD1
+FGD4	FGD4
+DNM1L	DNM1L
+YARS2	YARS2
+PKP2	PKP2
+ALG10	ALG10
+ALG10B	ALG10B
+CPNE8	CPNE8
+KIF21A	KIF21A
+ABCD2	ABCD2
+SLC2A13	SLC2A13
+LRRK2	LRRK2
+GXYLT1	GXYLT1
+YAF2	YAF2
+PPHLN1	PPHLN1
+ZCRB1	ZCRB1
+PRICKLE1	PRICKLE1
+PUS7L	PUS7L
+IRAK4	IRAK4
+TWF1	TWF1
+TMEM117	TMEM117
+NELL2	NELL2
+ANO6	ANO6
+ARID2	ARID2
+SCAF11	SCAF11
+SLC38A1	SLC38A1
+SLC38A2	SLC38A2
+AMIGO2	AMIGO2
+PCED1B	PCED1B
+PCED1B-AS1	PCED1B-AS1
+RPAP3	RPAP3
+RAPGEF3	RAPGEF3
+SLC48A1	SLC48A1
+HDAC7	HDAC7
+VDR	VDR
+TMEM106C	TMEM106C
+SENP1	SENP1
+PFKM	PFKM
+ASB8	ASB8
+ZNF641	ZNF641
+KANSL2	KANSL2
+CCNT1	CCNT1
+ADCY6	ADCY6
+CACNB3	CACNB3
+DDX23	DDX23
+RND1	RND1
+FKBP11	FKBP11
+ARF3	ARF3
+PRKAG1	PRKAG1
+LMBR1L	LMBR1L
+TUBA1B	TUBA1B
+TUBA1A	TUBA1A
+TUBA1C	TUBA1C
+TROAP	TROAP
+SPATS2	SPATS2
+MCRS1	MCRS1
+FMNL3	FMNL3
+TMBIM6	TMBIM6
+NCKAP5L	NCKAP5L
+BCDIN3D	BCDIN3D
+FAIM2	FAIM2
+RACGAP1	RACGAP1
+SMARCD1	SMARCD1
+COX14	COX14
+CERS5	CERS5
+LIMA1	LIMA1
+LARP4	LARP4
+DIP2B	DIP2B
+ATF1	ATF1
+METTL7A	METTL7A
+SLC11A2	SLC11A2
+LETMD1	LETMD1
+CSRNP2	CSRNP2
+TFCP2	TFCP2
+POU6F1	POU6F1
+DAZAP2	DAZAP2
+SMAGP	SMAGP
+BIN2	BIN2
+GALNT6	GALNT6
+SLC4A8	SLC4A8
+ACVRL1	ACVRL1
+ACVR1B	ACVR1B
+GRASP	GRASP
+NR4A1	NR4A1
+C12orf44	C12orf44
+KRT86	KRT86
+KRT81	KRT81
+KRT1	KRT1
+KRT18	KRT18
+EIF4B	EIF4B
+TENC1	TENC1
+SPRYD3	SPRYD3
+CSAD	CSAD
+ZNF740	ZNF740
+ITGB7	ITGB7
+RARG	RARG
+MFSD5	MFSD5
+ESPL1	ESPL1
+PFDN5	PFDN5
+C12orf10	C12orf10
+AAAS	AAAS
+SP1	SP1
+PRR13	PRR13
+PCBP2	PCBP2
+MAP3K12	MAP3K12
+TARBP2	TARBP2
+ATF7	ATF7
+ATP5G2	ATP5G2
+CALCOCO1	CALCOCO1
+SMUG1	SMUG1
+CBX5	CBX5
+HNRNPA1	HNRNPA1
+COPZ1	COPZ1
+GPR84	GPR84
+ZNF385A	ZNF385A
+ITGA5	ITGA5
+GTSF1	GTSF1
+NCKAP1L	NCKAP1L
+PDE1B	PDE1B
+TESPA1	TESPA1
+METTL7B	METTL7B
+ITGA7	ITGA7
+BLOC1S1	BLOC1S1
+CD63	CD63
+GDF11	GDF11
+SARNP	SARNP
+ORMDL2	ORMDL2
+DNAJC14	DNAJC14
+TMEM198B	TMEM198B
+MMP19	MMP19
+WIBG	WIBG
+DGKA	DGKA
+CDK2	CDK2
+RAB5B	RAB5B
+SUOX	SUOX
+IKZF4	IKZF4
+RPS26	RPS26
+PA2G4	PA2G4
+RPL41	RPL41
+ZC3H10	ZC3H10
+ESYT1	ESYT1
+MYL6B	MYL6B
+MYL6	MYL6
+SMARCC2	SMARCC2
+RNF41	RNF41
+NABP2	NABP2
+ANKRD52	ANKRD52
+COQ10A	COQ10A
+CS	CS
+CNPY2	CNPY2
+PAN2	PAN2
+IL23A	IL23A
+STAT2	STAT2
+TIMELESS	TIMELESS
+SPRYD4	SPRYD4
+RBMS2	RBMS2
+BAZ2A	BAZ2A
+ATP5B	ATP5B
+PTGES3	PTGES3
+NACA	NACA
+PRIM1	PRIM1
+ZBTB39	ZBTB39
+TMEM194A	TMEM194A
+NAB2	NAB2
+STAT6	STAT6
+LRP1	LRP1
+SHMT2	SHMT2
+NDUFA4L2	NDUFA4L2
+R3HDM2	R3HDM2
+GLI1	GLI1
+ARHGAP9	ARHGAP9
+MARS	MARS
+DDIT3	DDIT3
+MBD6	MBD6
+DCTN2	DCTN2
+PIP4K2C	PIP4K2C
+OS9	OS9
+AGAP2	AGAP2
+TSPAN31	TSPAN31
+CDK4	CDK4
+METTL1	METTL1
+METTL21B	METTL21B
+TSFM	TSFM
+AVIL	AVIL
+CTDSP2	CTDSP2
+XRCC6BP1	XRCC6BP1
+LRIG3	LRIG3
+SLC16A7	SLC16A7
+USP15	USP15
+MON2	MON2
+PPM1H	PPM1H
+AVPR1A	AVPR1A
+DPY19L2	DPY19L2
+TMEM5	TMEM5
+SRGAP1	SRGAP1
+C12orf66	C12orf66
+XPOT	XPOT
+TBK1	TBK1
+RASSF3	RASSF3
+GNS	GNS
+TBC1D30	TBC1D30
+WIF1	WIF1
+LEMD3	LEMD3
+MSRB3	MSRB3
+LLPH	LLPH
+TMBIM4	TMBIM4
+IRAK3	IRAK3
+HELB	HELB
+CAND1	CAND1
+DYRK2	DYRK2
+IFNG	IFNG
+MDM1	MDM1
+RAP1B	RAP1B
+NUP107	NUP107
+SLC35E3	SLC35E3
+MDM2	MDM2
+CPM	CPM
+CPSF6	CPSF6
+LYZ	LYZ
+YEATS4	YEATS4
+FRS2	FRS2
+CCT2	CCT2
+RAB3IP	RAB3IP
+CNOT2	CNOT2
+PTPRB	PTPRB
+ZFC3H1	ZFC3H1
+THAP2	THAP2
+TMEM19	TMEM19
+RAB21	RAB21
+TBC1D15	TBC1D15
+MRS2P2	MRS2P2
+ATXN7L3B	ATXN7L3B
+GLIPR1L2	GLIPR1L2
+GLIPR1	GLIPR1
+KRR1	KRR1
+PHLDA1	PHLDA1
+NAP1L1	NAP1L1
+BBS10	BBS10
+OSBPL8	OSBPL8
+ZDHHC17	ZDHHC17
+CSRP2	CSRP2
+SYT1	SYT1
+PPP1R12A	PPP1R12A
+CCDC59	CCDC59
+METTL25	METTL25
+C12orf29	C12orf29
+CEP290	CEP290
+TMTC3	TMTC3
+KITLG	KITLG
+DUSP6	DUSP6
+POC1B	POC1B
+GALNT4	GALNT4
+POC1B-GALNT4	POC1B-GALNT4
+ATP2B1	ATP2B1
+LUM	LUM
+DCN	DCN
+BTG1	BTG1
+EEA1	EEA1
+NUDT4	NUDT4
+UBE2N	UBE2N
+MRPL42	MRPL42
+SOCS2	SOCS2
+CRADD	CRADD
+PLXNC1	PLXNC1
+CCDC41	CCDC41
+TMCC3	TMCC3
+NDUFA12	NDUFA12
+NR2C1	NR2C1
+FGD6	FGD6
+VEZT	VEZT
+METAP2	METAP2
+SNRPF	SNRPF
+LTA4H	LTA4H
+ELK3	ELK3
+CDK17	CDK17
+NEDD1	NEDD1
+SLC9A7P1	SLC9A7P1
+TMPO	TMPO
+SLC25A3	SLC25A3
+IKBIP	IKBIP
+APAF1	APAF1
+UHRF1BP1L	UHRF1BP1L
+ACTR6	ACTR6
+SCYL2	SCYL2
+GAS2L3	GAS2L3
+UTP20	UTP20
+ARL1	ARL1
+CHPT1	CHPT1
+GNPTAB	GNPTAB
+DRAM1	DRAM1
+CCDC53	CCDC53
+NUP37	NUP37
+PARPBP	PARPBP
+IGF1	IGF1
+LINC00485	LINC00485
+NT5DC3	NT5DC3
+HSP90B1	HSP90B1
+C12orf73	C12orf73
+TDG	TDG
+GLT8D2	GLT8D2
+HCFC2	HCFC2
+NFYB	NFYB
+TXNRD1	TXNRD1
+EID3	EID3
+CHST11	CHST11
+SLC41A2	SLC41A2
+C12orf45	C12orf45
+ALDH1L2	ALDH1L2
+KIAA1033	KIAA1033
+APPL2	APPL2
+C12orf75	C12orf75
+NUAK1	NUAK1
+CKAP4	CKAP4
+TCP11L2	TCP11L2
+POLR3B	POLR3B
+RIC8B	RIC8B
+C12orf23	C12orf23
+MTERFD3	MTERFD3
+CRY1	CRY1
+BTBD11	BTBD11
+PWP1	PWP1
+PRDM4	PRDM4
+CMKLR1	CMKLR1
+FICD	FICD
+SART3	SART3
+ISCU	ISCU
+TMEM119	TMEM119
+SELPLG	SELPLG
+CORO1C	CORO1C
+SSH1	SSH1
+USP30	USP30
+ALKBH2	ALKBH2
+UNG	UNG
+ACACB	ACACB
+KCTD10	KCTD10
+UBE3B	UBE3B
+MMAB	MMAB
+MVK	MVK
+FAM222A	FAM222A
+TRPV4	TRPV4
+GLTP	GLTP
+TCHP	TCHP
+GIT2	GIT2
+ANKRD13A	ANKRD13A
+C12orf76	C12orf76
+IFT81	IFT81
+ATP2A2	ATP2A2
+ANAPC7	ANAPC7
+ARPC3	ARPC3
+GPN3	GPN3
+FAM216A	FAM216A
+VPS29	VPS29
+PPTC7	PPTC7
+TCTN1	TCTN1
+HVCN1	HVCN1
+PPP1CC	PPP1CC
+SH2B3	SH2B3
+ATXN2	ATXN2
+BRAP	BRAP
+ACAD10	ACAD10
+ALDH2	ALDH2
+MAPKAPK5-AS1	MAPKAPK5-AS1
+MAPKAPK5	MAPKAPK5
+TMEM116	TMEM116
+ERP29	ERP29
+NAA25	NAA25
+TRAFD1	TRAFD1
+HECTD4	HECTD4
+RPL6	RPL6
+PTPN11	PTPN11
+OAS1	OAS1
+OAS3	OAS3
+OAS2	OAS2
+DDX54	DDX54
+C12orf52	C12orf52
+TPCN1	TPCN1
+PLBD2	PLBD2
+SDS	SDS
+SDSL	SDSL
+RBM19	RBM19
+MED13L	MED13L
+MAP1LC3B2	MAP1LC3B2
+C12orf49	C12orf49
+FBXW8	FBXW8
+TESC	TESC
+FBXO21	FBXO21
+RFC5	RFC5
+WSB2	WSB2
+VSIG10	VSIG10
+PEBP1	PEBP1
+TAOK3	TAOK3
+SUDS3	SUDS3
+HSPB8	HSPB8
+TMEM233	TMEM233
+PRKAB1	PRKAB1
+CIT	CIT
+CCDC64	CCDC64
+RAB35	RAB35
+GCN1L1	GCN1L1
+RPLP0	RPLP0
+PXN	PXN
+COX6A1	COX6A1
+TRIAP1	TRIAP1
+GATC	GATC
+SRSF9	SRSF9
+DYNLL1	DYNLL1
+COQ5	COQ5
+RGCC	RGCC
+VWA8	VWA8
+DGKH	DGKH
+AKAP11	AKAP11
+EPSTI1	EPSTI1
+DNAJC15	DNAJC15
+LACC1	LACC1
+TSC22D1	TSC22D1
+NUFIP1	NUFIP1
+GTF2F2	GTF2F2
+TPT1	TPT1
+TPT1-AS1	TPT1-AS1
+SLC25A30	SLC25A30
+COG3	COG3
+ZC3H13	ZC3H13
+LCP1	LCP1
+KIAA0226L	KIAA0226L
+LRCH1	LRCH1
+ESD	ESD
+SUCLA2	SUCLA2
+NUDT15	NUDT15
+MED4	MED4
+ITM2B	ITM2B
+RB1	RB1
+LPAR6	LPAR6
+RCBTB2	RCBTB2
+CYSLTR2	CYSLTR2
+FNDC3A	FNDC3A
+CDADC1	CDADC1
+CAB39L	CAB39L
+SETDB2	SETDB2
+PHF11	PHF11
+RCBTB1	RCBTB1
+ARL11	ARL11
+EBPL	EBPL
+KPNA3	KPNA3
+SPRYD7	SPRYD7
+TRIM13	TRIM13
+DLEU2	DLEU2
+DLEU1	DLEU1
+RNASEH2B	RNASEH2B
+FAM124A	FAM124A
+INTS6	INTS6
+WDFY2	WDFY2
+DHRS12	DHRS12
+ALG11	ALG11
+UTP14C	UTP14C
+NEK5	NEK5
+NEK3	NEK3
+MRPS31P5	MRPS31P5
+THSD1	THSD1
+VPS36	VPS36
+CKAP2	CKAP2
+HNRNPA1L2	HNRNPA1L2
+SDR39U1	SDR39U1
+CMA1	CMA1
+CTSG	CTSG
+GZMH	GZMH
+GZMB	GZMB
+STXBP6	STXBP6
+C14orf23	C14orf23
+G2E3	G2E3
+SCFD1	SCFD1
+COCH	COCH
+STRN3	STRN3
+AP4S1	AP4S1
+HECTD1	HECTD1
+HEATR5A	HEATR5A
+DTD2	DTD2
+NUBPL	NUBPL
+ARHGAP5	ARHGAP5
+AKAP6	AKAP6
+EGLN3	EGLN3
+SPTSSA	SPTSSA
+EAPP	EAPP
+SNX6	SNX6
+CFL2	CFL2
+BAZ1A	BAZ1A
+SRP54	SRP54
+FAM177A1	FAM177A1
+PPP2R3C	PPP2R3C
+KIAA0391	KIAA0391
+PSMA6	PSMA6
+NFKBIA	NFKBIA
+RALGAPA1	RALGAPA1
+BRMS1L	BRMS1L
+MBIP	MBIP
+CLEC14A	CLEC14A
+SEC23A	SEC23A
+GEMIN2	GEMIN2
+TRAPPC6B	TRAPPC6B
+PNN	PNN
+CTAGE5	CTAGE5
+FBXO33	FBXO33
+C14orf28	C14orf28
+KLHL28	KLHL28
+FAM179B	FAM179B
+PRPF39	PRPF39
+FKBP3	FKBP3
+FANCM	FANCM
+MIS18BP1	MIS18BP1
+RPS29	RPS29
+LRR1	LRR1
+RPL36AL	RPL36AL
+MGAT2	MGAT2
+DNAAF2	DNAAF2
+KLHDC1	KLHDC1
+KLHDC2	KLHDC2
+NEMF	NEMF
+ARF6	ARF6
+SOS2	SOS2
+L2HGDH	L2HGDH
+ATP5S	ATP5S
+MAP4K5	MAP4K5
+ATL1	ATL1
+SAV1	SAV1
+NIN	NIN
+PYGL	PYGL
+TMX1	TMX1
+FRMD6	FRMD6
+GNG2	GNG2
+C14orf166	C14orf166
+NID2	NID2
+PTGDR	PTGDR
+PTGER2	PTGER2
+TXNDC16	TXNDC16
+ERO1L	ERO1L
+PSMC6	PSMC6
+STYX	STYX
+GNPNAT1	GNPNAT1
+FERMT2	FERMT2
+DDHD1	DDHD1
+BMP4	BMP4
+CDKN3	CDKN3
+GMFB	GMFB
+CGRRF1	CGRRF1
+SAMD4A	SAMD4A
+GCH1	GCH1
+WDHD1	WDHD1
+SOCS4	SOCS4
+MAPK1IP1L	MAPK1IP1L
+LGALS3	LGALS3
+DLGAP5	DLGAP5
+FBXO34	FBXO34
+ATG14	ATG14
+KTN1	KTN1
+PELI2	PELI2
+EXOC5	EXOC5
+AP5M1	AP5M1
+NAA30	NAA30
+C14orf37	C14orf37
+ACTR10	ACTR10
+PSMA3	PSMA3
+ARID4A	ARID4A
+TIMM9	TIMM9
+KIAA0586	KIAA0586
+DAAM1	DAAM1
+L3HYPDH	L3HYPDH
+JKAMP	JKAMP
+RTN1	RTN1
+PCNXL4	PCNXL4
+DHRS7	DHRS7
+PPM1A	PPM1A
+SIX1	SIX1
+SIX4	SIX4
+MNAT1	MNAT1
+TRMT5	TRMT5
+SLC38A6	SLC38A6
+PRKCH	PRKCH
+TMEM30B	TMEM30B
+HIF1A	HIF1A
+HIF1A-AS2	HIF1A-AS2
+SNAPC1	SNAPC1
+RHOJ	RHOJ
+PPP2R5E	PPP2R5E
+WDR89	WDR89
+SGPP1	SGPP1
+SYNE2	SYNE2
+MTHFD1	MTHFD1
+ZBTB25	ZBTB25
+AKAP5	AKAP5
+ZBTB1	ZBTB1
+HSPA2	HSPA2
+PLEKHG3	PLEKHG3
+SPTB	SPTB
+CHURC1	CHURC1
+FNTB	FNTB
+RAB15	RAB15
+MAX	MAX
+FUT8	FUT8
+GPHN	GPHN
+MPP5	MPP5
+ATP6V1D	ATP6V1D
+EIF2S1	EIF2S1
+PLEK2	PLEK2
+TMEM229B	TMEM229B
+PIGH	PIGH
+ARG2	ARG2
+VTI1B	VTI1B
+RDH11	RDH11
+ZFYVE26	ZFYVE26
+RAD51B	RAD51B
+ZFP36L1	ZFP36L1
+ACTN1	ACTN1
+DCAF5	DCAF5
+EXD2	EXD2
+GALNT16	GALNT16
+ERH	ERH
+SLC39A9	SLC39A9
+KIAA0247	KIAA0247
+SRSF5	SRSF5
+SLC10A1	SLC10A1
+SLC8A3	SLC8A3
+COX16	COX16
+SYNJ2BP	SYNJ2BP
+MED6	MED6
+PCNX	PCNX
+SIPA1L1	SIPA1L1
+DCAF4	DCAF4
+ZFYVE1	ZFYVE1
+RBM25	RBM25
+PSEN1	PSEN1
+PAPLN	PAPLN
+NUMB	NUMB
+C14orf169	C14orf169
+ACOT2	ACOT2
+ACOT4	ACOT4
+DNAL1	DNAL1
+PNMA1	PNMA1
+ELMSAN1	ELMSAN1
+PTGR2	PTGR2
+ZNF410	ZNF410
+FAM161B	FAM161B
+COQ6	COQ6
+ENTPD5	ENTPD5
+ALDH6A1	ALDH6A1
+LIN52	LIN52
+ABCD4	ABCD4
+NPC2	NPC2
+ISCA2	ISCA2
+LTBP2	LTBP2
+FCF1	FCF1
+YLPM1	YLPM1
+DLST	DLST
+PGF	PGF
+EIF2B2	EIF2B2
+MLH3	MLH3
+ACYP1	ACYP1
+NEK9	NEK9
+TMED10	TMED10
+FOS	FOS
+JDP2	JDP2
+BATF	BATF
+FLVCR2	FLVCR2
+TTLL5	TTLL5
+C14orf1	C14orf1
+IFT43	IFT43
+TGFB3	TGFB3
+GPATCH2L	GPATCH2L
+VASH1	VASH1
+ANGEL1	ANGEL1
+IRF2BPL	IRF2BPL
+KIAA1737	KIAA1737
+GSTZ1	GSTZ1
+VIPAS39	VIPAS39
+AHSA1	AHSA1
+SPTLC2	SPTLC2
+ALKBH1	ALKBH1
+SLIRP	SLIRP
+SNW1	SNW1
+ADCK1	ADCK1
+DIO2	DIO2
+CEP128	CEP128
+GTF2A1	GTF2A1
+STON2	STON2
+SEL1L	SEL1L
+GALC	GALC
+GPR65	GPR65
+SPATA7	SPATA7
+ZC3H14	ZC3H14
+TTC8	TTC8
+FOXN3	FOXN3
+TDP1	TDP1
+PSMC1	PSMC1
+NRDE2	NRDE2
+CALM1	CALM1
+TTC7B	TTC7B
+RPS6KA5	RPS6KA5
+C14orf159	C14orf159
+GPR68	GPR68
+CCDC88C	CCDC88C
+SMEK1	SMEK1
+TC2N	TC2N
+FBLN5	FBLN5
+TRIP11	TRIP11
+ATXN3	ATXN3
+NDUFB1	NDUFB1
+SPTBN5	SPTBN5
+EHD4	EHD4
+VPS39	VPS39
+TMEM87A	TMEM87A
+GANC	GANC
+CAPN3	CAPN3
+SNAP23	SNAP23
+LRRC57	LRRC57
+HAUS2	HAUS2
+STARD9	STARD9
+TTBK2	TTBK2
+UBR1	UBR1
+TMEM62	TMEM62
+CCNDBP1	CCNDBP1
+LCMT2	LCMT2
+ADAL	ADAL
+ZSCAN29	ZSCAN29
+TUBGCP4	TUBGCP4
+TP53BP1	TP53BP1
+MAP1A	MAP1A
+PPIP5K1	PPIP5K1
+PDIA3	PDIA3
+ELL3	ELL3
+SERF2	SERF2
+HYPK	HYPK
+MFAP1	MFAP1
+WDR76	WDR76
+CASC4	CASC4
+CTDSPL2	CTDSPL2
+EIF3J	EIF3J
+SPG11	SPG11
+PATL2	PATL2
+B2M	B2M
+SORD	SORD
+GATM	GATM
+SPATA5L1	SPATA5L1
+C15orf48	C15orf48
+SLC30A4	SLC30A4
+BLOC1S6	BLOC1S6
+SQRDL	SQRDL
+SEMA6D	SEMA6D
+MYEF2	MYEF2
+DUT	DUT
+FBN1	FBN1
+CEP152	CEP152
+EID1	EID1
+SECISBP2L	SECISBP2L
+COPS2	COPS2
+GALK2	GALK2
+FGF7	FGF7
+DTWD1	DTWD1
+ATP8B4	ATP8B4
+SLC27A2	SLC27A2
+HDC	HDC
+GABPB1	GABPB1
+GABPB1-AS1	GABPB1-AS1
+USP8	USP8
+TRPM7	TRPM7
+SPPL2A	SPPL2A
+AP4E1	AP4E1
+TNFAIP8L3	TNFAIP8L3
+DMXL2	DMXL2
+LYSMD2	LYSMD2
+TMOD2	TMOD2
+TMOD3	TMOD3
+LEO1	LEO1
+MAPK6	MAPK6
+GNB5	GNB5
+MYO5C	MYO5C
+MYO5A	MYO5A
+ARPP19	ARPP19
+FAM214A	FAM214A
+RSL24D1	RSL24D1
+RAB27A	RAB27A
+PIGB	PIGB
+CCPG1	CCPG1
+NEDD4	NEDD4
+RFX7	RFX7
+ZNF280D	ZNF280D
+TCF12	TCF12
+MYZAP	MYZAP
+POLR2M	POLR2M
+AQP9	AQP9
+ADAM10	ADAM10
+FAM63B	FAM63B
+RNF111	RNF111
+SLTM	SLTM
+CCNB2	CCNB2
+MYO1E	MYO1E
+GTF2A2	GTF2A2
+BNIP2	BNIP2
+ANXA2	ANXA2
+NARG2	NARG2
+RORA	RORA
+VPS13C	VPS13C
+TLN2	TLN2
+TPM1	TPM1
+LACTB	LACTB
+RPS27L	RPS27L
+RAB8B	RAB8B
+APH1B	APH1B
+USP3	USP3
+HERC1	HERC1
+DAPK2	DAPK2
+FAM96A	FAM96A
+SNX1	SNX1
+SNX22	SNX22
+PPIB	PPIB
+CSNK1G1	CSNK1G1
+KIAA0101	KIAA0101
+TRIP4	TRIP4
+ZNF609	ZNF609
+OAZ2	OAZ2
+PLEKHO2	PLEKHO2
+ANKDD1A	ANKDD1A
+SPG21	SPG21
+MTFMT	MTFMT
+RASL12	RASL12
+PDCD7	PDCD7
+CLPX	CLPX
+PARP16	PARP16
+DPP8	DPP8
+PTPLAD1	PTPLAD1
+VWA9	VWA9
+SLC24A1	SLC24A1
+DENND4A	DENND4A
+RAB11A	RAB11A
+DIS3L	DIS3L
+TIPIN	TIPIN
+MAP2K1	MAP2K1
+RPL4	RPL4
+ZWILCH	ZWILCH
+SMAD3	SMAD3
+AAGAB	AAGAB
+C15orf61	C15orf61
+MAP2K5	MAP2K5
+PIAS1	PIAS1
+CALML4	CALML4
+CLN6	CLN6
+FEM1B	FEM1B
+ANP32A	ANP32A
+GLCE	GLCE
+PAQR5	PAQR5
+KIF23	KIF23
+RPLP1	RPLP1
+TLE3	TLE3
+UACA	UACA
+MYO9A	MYO9A
+PKM	PKM
+PARP6	PARP6
+CELF6	CELF6
+HEXA	HEXA
+HEXA-AS1	HEXA-AS1
+ARIH1	ARIH1
+BBS4	BBS4
+ADPGK	ADPGK
+ADPGK-AS1	ADPGK-AS1
+NPTN	NPTN
+CD276	CD276
+STOML1	STOML1
+PML	PML
+ISLR	ISLR
+SEMA7A	SEMA7A
+UBL7	UBL7
+ARID3B	ARID3B
+CLK3	CLK3
+EDC3	EDC3
+CSK	CSK
+ULK3	ULK3
+SCAMP2	SCAMP2
+MPI	MPI
+FAM219B	FAM219B
+COX5A	COX5A
+RPP25	RPP25
+SCAMP5	SCAMP5
+PPCDC	PPCDC
+C15orf39	C15orf39
+COMMD4	COMMD4
+NEIL1	NEIL1
+MAN2C1	MAN2C1
+SIN3A	SIN3A
+PTPN9	PTPN9
+SNUPN	SNUPN
+IMP3	IMP3
+SNX33	SNX33
+CSPG4	CSPG4
+UBE2Q2	UBE2Q2
+FBXO22	FBXO22
+ETFA	ETFA
+SCAPER	SCAPER
+RCN2	RCN2
+PSTPIP1	PSTPIP1
+TSPAN3	TSPAN3
+PEAK1	PEAK1
+HMG20A	HMG20A
+TBC1D2B	TBC1D2B
+IDH3A	IDH3A
+DNAJA4	DNAJA4
+WDR61	WDR61
+IREB2	IREB2
+PSMA4	PSMA4
+ADAMTS7	ADAMTS7
+MORF4L1	MORF4L1
+CTSH	CTSH
+TMED3	TMED3
+MTHFS	MTHFS
+BCL2A1	BCL2A1
+ZFAND6	ZFAND6
+FAH	FAH
+MESDC2	MESDC2
+IL16	IL16
+STARD5	STARD5
+EFTUD1	EFTUD1
+RPS17	RPS17
+GOLGA6L9	GOLGA6L9
+ZNF200	ZNF200
+MEFV	MEFV
+ZNF263	ZNF263
+TIGD7	TIGD7
+ZNF75A	ZNF75A
+ZSCAN32	ZSCAN32
+ZNF174	ZNF174
+ZNF597	ZNF597
+NAA60	NAA60
+CLUAP1	CLUAP1
+NLRC3	NLRC3
+SLX4	SLX4
+TRAP1	TRAP1
+CREBBP	CREBBP
+ADCY9	ADCY9
+CORO7-PAM16	CORO7-PAM16
+CORO7	CORO7
+VASN	VASN
+DNAJA3	DNAJA3
+NMRAL1	NMRAL1
+HMOX2	HMOX2
+CDIP1	CDIP1
+MGRN1	MGRN1
+NUDT16L1	NUDT16L1
+ANKS3	ANKS3
+ZNF500	ZNF500
+ROGDI	ROGDI
+GLYR1	GLYR1
+UBN1	UBN1
+NAGPA	NAGPA
+ALG1	ALG1
+FAM86A	FAM86A
+METTL22	METTL22
+ABAT	ABAT
+PMM2	PMM2
+CARHSP1	CARHSP1
+USP7	USP7
+C16orf72	C16orf72
+ATF7IP2	ATF7IP2
+EMP2	EMP2
+NUBP1	NUBP1
+TVP23A	TVP23A
+CIITA	CIITA
+DEXI	DEXI
+CLEC16A	CLEC16A
+SOCS1	SOCS1
+LITAF	LITAF
+SNN	SNN
+TXNDC11	TXNDC11
+ZC3H7A	ZC3H7A
+RSL1D1	RSL1D1
+GSPT1	GSPT1
+SNX29	SNX29
+CPPED1	CPPED1
+SHISA9	SHISA9
+ERCC4	ERCC4
+MKL2	MKL2
+PARN	PARN
+BFAR	BFAR
+NOMO1	NOMO1
+PDXDC1	PDXDC1
+NTAN1	NTAN1
+RRN3	RRN3
+C16orf45	C16orf45
+KIAA0430	KIAA0430
+NDE1	NDE1
+MYH11	MYH11
+FOPNL	FOPNL
+ABCC1	ABCC1
+NOMO3	NOMO3
+PKD1P1	PKD1P1
+XYLT1	XYLT1
+NOMO2	NOMO2
+RPS15A	RPS15A
+ARL6IP1	ARL6IP1
+SMG1	SMG1
+COQ7	COQ7
+ITPRIPL2	ITPRIPL2
+GDE1	GDE1
+CCP110	CCP110
+C16orf62	C16orf62
+IQCK	IQCK
+GPRC5B	GPRC5B
+ACSM5	ACSM5
+THUMPD1	THUMPD1
+ERI2	ERI2
+DCUN1D3	DCUN1D3
+LYRM1	LYRM1
+TMEM159	TMEM159
+SLC7A5P2	SLC7A5P2
+METTL9	METTL9
+IGSF6	IGSF6
+RRN3P1	RRN3P1
+UQCRC2	UQCRC2
+EEF2K	EEF2K
+POLR3E	POLR3E
+CDR2	CDR2
+RRN3P3	RRN3P3
+SMG1P1	SMG1P1
+HS3ST2	HS3ST2
+USP31	USP31
+COG7	COG7
+GGA2	GGA2
+EARS2	EARS2
+UBFD1	UBFD1
+NDUFAB1	NDUFAB1
+PALB2	PALB2
+DCTN5	DCTN5
+PLK1	PLK1
+PRKCB	PRKCB
+RBBP6	RBBP6
+TNRC6A	TNRC6A
+ARHGAP17	ARHGAP17
+LCMT1	LCMT1
+ZKSCAN2	ZKSCAN2
+NSMCE1	NSMCE1
+IL4R	IL4R
+IL21R	IL21R
+IL21R-AS1	IL21R-AS1
+GTF3C1	GTF3C1
+KIAA0556	KIAA0556
+XPO6	XPO6
+EIF3CL	EIF3CL
+CLN3	CLN3
+APOBR	APOBR
+NUPR1	NUPR1
+CCDC101	CCDC101
+SULT1A1	SULT1A1
+EIF3C	EIF3C
+ATXN2L	ATXN2L
+TUFM	TUFM
+SH2B1	SH2B1
+RABEP2	RABEP2
+CD19	CD19
+NFATC2IP	NFATC2IP
+SPNS1	SPNS1
+LAT	LAT
+RRN3P2	RRN3P2
+SNX29P2	SNX29P2
+BOLA2	BOLA2
+SLX1B	SLX1B
+SLX1B-SULT1A4	SLX1B-SULT1A4
+SULT1A4	SULT1A4
+SLC7A5P1	SLC7A5P1
+SPN	SPN
+QPRT	QPRT
+C16orf54	C16orf54
+KIF22	KIF22
+MAZ	MAZ
+PAGR1	PAGR1
+MVP	MVP
+CDIPT	CDIPT
+KCTD13	KCTD13
+TMEM219	TMEM219
+TAOK2	TAOK2
+HIRIP3	HIRIP3
+ALDOA	ALDOA
+PPP4C	PPP4C
+YPEL3	YPEL3
+MAPK3	MAPK3
+CORO1A	CORO1A
+BOLA2B	BOLA2B
+SLX1A	SLX1A
+SLX1A-SULT1A3	SLX1A-SULT1A3
+SULT1A3	SULT1A3
+CD2BP2	CD2BP2
+TBC1D10B	TBC1D10B
+ZNF48	ZNF48
+SEPT1	SEPT1
+DCTPP1	DCTPP1
+SEPHS2	SEPHS2
+ITGAL	ITGAL
+ZNF747	ZNF747
+ZNF764	ZNF764
+ZNF785	ZNF785
+ZNF689	ZNF689
+PRR14	PRR14
+FBRS	FBRS
+SRCAP	SRCAP
+PHKG2	PHKG2
+RNF40	RNF40
+ZNF629	ZNF629
+FBXL19-AS1	FBXL19-AS1
+ORAI3	ORAI3
+SETD1A	SETD1A
+HSD3B7	HSD3B7
+STX4	STX4
+ZNF668	ZNF668
+ZNF646	ZNF646
+VKORC1	VKORC1
+BCKDK	BCKDK
+KAT8	KAT8
+PRSS36	PRSS36
+FUS	FUS
+PYCARD	PYCARD
+ITGAM	ITGAM
+ITGAX	ITGAX
+ARMC5	ARMC5
+TGFB1I1	TGFB1I1
+C16orf58	C16orf58
+CLUHP3	CLUHP3
+ZNF720	ZNF720
+ZNF267	ZNF267
+HERC2P4	HERC2P4
+SHCBP1	SHCBP1
+VPS35	VPS35
+ORC6	ORC6
+C16orf87	C16orf87
+DNAJA2	DNAJA2
+NETO2	NETO2
+ITFG1	ITFG1
+PHKB	PHKB
+LONP2	LONP2
+SIAH1	SIAH1
+N4BP1	N4BP1
+ZNF423	ZNF423
+CNEP1R1	CNEP1R1
+HEATR3	HEATR3
+PAPD5	PAPD5
+ADCY7	ADCY7
+BRD7	BRD7
+SNX20	SNX20
+NOD2	NOD2
+CYLD	CYLD
+CHD9	CHD9
+RBL2	RBL2
+AKTIP	AKTIP
+FTO	FTO
+MMP2	MMP2
+LPCAT2	LPCAT2
+AMFR	AMFR
+NUDT21	NUDT21
+OGFOD1	OGFOD1
+BBS2	BBS2
+MT2A	MT2A
+MT1E	MT1E
+MT1F	MT1F
+MT1X	MT1X
+NUP93	NUP93
+HERPUD1	HERPUD1
+CETP	CETP
+NLRC5	NLRC5
+CPNE2	CPNE2
+FAM192A	FAM192A
+RSPRY1	RSPRY1
+ARL2BP	ARL2BP
+CCL22	CCL22
+CX3CL1	CX3CL1
+CIAPIN1	CIAPIN1
+COQ9	COQ9
+POLR2C	POLR2C
+DOK4	DOK4
+GPR114	GPR114
+GPR56	GPR56
+KATNB1	KATNB1
+KIFC3	KIFC3
+ZNF319	ZNF319
+USB1	USB1
+C16orf80	C16orf80
+CCDC113	CCDC113
+SETD6	SETD6
+CNOT1	CNOT1
+SLC38A7	SLC38A7
+GOT2	GOT2
+CDH11	CDH11
+CDH5	CDH5
+TK2	TK2
+CKLF	CKLF
+CMTM3	CMTM3
+CMTM4	CMTM4
+DYNC1LI2	DYNC1LI2
+NAE1	NAE1
+PDP2	PDP2
+RRAD	RRAD
+FAM96B	FAM96B
+CES2	CES2
+CES4A	CES4A
+CBFB	CBFB
+C16orf70	C16orf70
+TRADD	TRADD
+NOL3	NOL3
+KIAA0895L	KIAA0895L
+EXOC3L1	EXOC3L1
+E2F4	E2F4
+LRRC29	LRRC29
+TMEM208	TMEM208
+FHOD1	FHOD1
+PLEKHG4	PLEKHG4
+TPPP3	TPPP3
+ATP6V0D1	ATP6V0D1
+FAM65A	FAM65A
+CTCF	CTCF
+ACD	ACD
+GFOD2	GFOD2
+RANBP10	RANBP10
+CENPT	CENPT
+THAP11	THAP11
+NUTF2	NUTF2
+EDC4	EDC4
+PSKH1	PSKH1
+PSMB10	PSMB10
+LCAT	LCAT
+SLC12A4	SLC12A4
+DPEP2	DPEP2
+DDX28	DDX28
+NFATC3	NFATC3
+PLA2G15	PLA2G15
+SLC7A6	SLC7A6
+SLC7A6OS	SLC7A6OS
+PRMT7	PRMT7
+SMPD3	SMPD3
+ZFP90	ZFP90
+TANGO6	TANGO6
+CHTF8	CHTF8
+CIRH1A	CIRH1A
+SNTB2	SNTB2
+VPS4A	VPS4A
+COG8	COG8
+NIP7	NIP7
+TERF2	TERF2
+CYB5B	CYB5B
+NFAT5	NFAT5
+NQO1	NQO1
+NOB1	NOB1
+WWP2	WWP2
+PDXDC2P	PDXDC2P
+PDPR	PDPR
+EXOSC6	EXOSC6
+AARS	AARS
+DDX19B	DDX19B
+DDX19A	DDX19A
+ST3GAL2	ST3GAL2
+FUK	FUK
+COG4	COG4
+SF3B3	SF3B3
+VAC14	VAC14
+CALB2	CALB2
+ZNF23	ZNF23
+PHLPP2	PHLPP2
+AP1G1	AP1G1
+ATXN1L	ATXN1L
+IST1	IST1
+ZNF821	ZNF821
+DHODH	DHODH
+TXNL4B	TXNL4B
+DHX38	DHX38
+ZFHX3	ZFHX3
+PSMD7	PSMD7
+GLG1	GLG1
+RFWD3	RFWD3
+MLKL	MLKL
+WDR59	WDR59
+RPAIN	RPAIN
+C1QBP	C1QBP
+DHX33	DHX33
+DERL2	DERL2
+MIS12	MIS12
+NLRP1	NLRP1
+KIAA0753	KIAA0753
+TXNDC17	TXNDC17
+MED31	MED31
+XAF1	XAF1
+RNASEK	RNASEK
+C17orf49	C17orf49
+BCL6B	BCL6B
+CLEC10A	CLEC10A
+ASGR2	ASGR2
+ACADVL	ACADVL
+DVL2	DVL2
+PHF23	PHF23
+GABARAP	GABARAP
+CTDNEP1	CTDNEP1
+ELP5	ELP5
+CLDN7	CLDN7
+SLC2A4	SLC2A4
+EIF5A	EIF5A
+GPS2	GPS2
+NEURL4	NEURL4
+ACAP1	ACAP1
+KCTD11	KCTD11
+TMEM256	TMEM256
+CHRNB1	CHRNB1
+ZBTB4	ZBTB4
+POLR2A	POLR2A
+TNFSF12	TNFSF12
+TNFSF13	TNFSF13
+EIF4A1	EIF4A1
+CD68	CD68
+MPDU1	MPDU1
+FXR2	FXR2
+SAT2	SAT2
+TP53	TP53
+WRAP53	WRAP53
+KDM6B	KDM6B
+LSMD1	LSMD1
+CYB5D1	CYB5D1
+CHD3	CHD3
+TRAPPC1	TRAPPC1
+CNTROB	CNTROB
+ALOX15B	ALOX15B
+PER1	PER1
+VAMP2	VAMP2
+TMEM107	TMEM107
+C17orf59	C17orf59
+LINC00324	LINC00324
+CTC1	CTC1
+PFAS	PFAS
+SLC25A35	SLC25A35
+RANGRF	RANGRF
+ARHGEF15	ARHGEF15
+RPL26	RPL26
+NDEL1	NDEL1
+MYH10	MYH10
+PIK3R6	PIK3R6
+PIK3R5	PIK3R5
+STX8	STX8
+GAS7	GAS7
+MYH3	MYH3
+SCO1	SCO1
+ADPRM	ADPRM
+TMEM220	TMEM220
+ZNF18	ZNF18
+MAP2K4	MAP2K4
+ELAC2	ELAC2
+COX10-AS1	COX10-AS1
+COX10	COX10
+HS3ST3B1	HS3ST3B1
+PMP22	PMP22
+TVP23C	TVP23C
+TRIM16	TRIM16
+ZNF286A	ZNF286A
+ADORA2B	ADORA2B
+ZSWIM7	ZSWIM7
+TTC19	TTC19
+NCOR1	NCOR1
+PIGL	PIGL
+UBB	UBB
+TRPV2	TRPV2
+C17orf76-AS1	C17orf76-AS1
+FAM211A	FAM211A
+ZNF287	ZNF287
+ZNF624	ZNF624
+CCDC144A	CCDC144A
+USP32P1	USP32P1
+MPRIP	MPRIP
+PLD6	PLD6
+FLCN	FLCN
+COPS3	COPS3
+MED9	MED9
+RASD1	RASD1
+PEMT	PEMT
+RAI1	RAI1
+SMCR5	SMCR5
+SREBF1	SREBF1
+TOM1L2	TOM1L2
+ATPAF2	ATPAF2
+GID4	GID4
+DRG2	DRG2
+ALKBH5	ALKBH5
+LLGL1	LLGL1
+FLII	FLII
+TOP3A	TOP3A
+SMCR8	SMCR8
+SHMT1	SHMT1
+USP32P2	USP32P2
+CCDC144B	CCDC144B
+ZNF286B	ZNF286B
+FOXO3B	FOXO3B
+TVP23B	TVP23B
+PRPSAP2	PRPSAP2
+GRAP	GRAP
+EPN2	EPN2
+MAPK7	MAPK7
+MFAP4	MFAP4
+SLC47A1	SLC47A1
+ALDH3A2	ALDH3A2
+ULK2	ULK2
+AKAP10	AKAP10
+SPECC1	SPECC1
+USP22	USP22
+DHRS7B	DHRS7B
+TMEM11	TMEM11
+C17orf103	C17orf103
+MAP2K3	MAP2K3
+C17orf51	C17orf51
+MTRNR2L1	MTRNR2L1
+WSB1	WSB1
+KSR1	KSR1
+LGALS9	LGALS9
+LYRM9	LYRM9
+NLK	NLK
+TMEM97	TMEM97
+IFT20	IFT20
+TNFAIP1	TNFAIP1
+POLDIP2	POLDIP2
+TMEM199	TMEM199
+SARM1	SARM1
+SLC46A1	SLC46A1
+UNC119	UNC119
+PIGS	PIGS
+ALDOC	ALDOC
+SPAG5	SPAG5
+SGK494	SGK494
+KIAA0100	KIAA0100
+SDF2	SDF2
+SUPT6H	SUPT6H
+RAB34	RAB34
+RPL23A	RPL23A
+NEK8	NEK8
+TRAF4	TRAF4
+FAM222B	FAM222B
+ERAL1	ERAL1
+FLOT2	FLOT2
+DHRS13	DHRS13
+PHF12	PHF12
+PIPOX	PIPOX
+MYO18A	MYO18A
+TIAF1	TIAF1
+NUFIP2	NUFIP2
+TAOK1	TAOK1
+ABHD15	ABHD15
+TP53I13	TP53I13
+GIT1	GIT1
+SSH2	SSH2
+NSRP1	NSRP1
+SLC6A4	SLC6A4
+BLMH	BLMH
+CPD	CPD
+GOSR1	GOSR1
+LRRC37BP1	LRRC37BP1
+CRLF3	CRLF3
+ATAD5	ATAD5
+TEFM	TEFM
+ADAP2	ADAP2
+RNF135	RNF135
+NF1	NF1
+EVI2B	EVI2B
+EVI2A	EVI2A
+RAB11FIP4	RAB11FIP4
+UTP6	UTP6
+SUZ12	SUZ12
+LRRC37B	LRRC37B
+RHOT1	RHOT1
+C17orf75	C17orf75
+ZNF207	ZNF207
+PSMD11	PSMD11
+CDK5R1	CDK5R1
+MYO1D	MYO1D
+TMEM98	TMEM98
+CCL2	CCL2
+CCL7	CCL7
+CCL8	CCL8
+CCT6B	CCT6B
+ZNF830	ZNF830
+LIG3	LIG3
+RFFL	RFFL
+RAD51L3-RFFL	RAD51L3-RFFL
+RAD51D	RAD51D
+NLE1	NLE1
+SLFN5	SLFN5
+SLFN11	SLFN11
+SLFN12	SLFN12
+SLFN13	SLFN13
+SLFN12L	SLFN12L
+PEX12	PEX12
+AP2B1	AP2B1
+TAF15	TAF15
+CCL5	CCL5
+CCL14	CCL14
+CCL3	CCL3
+CCL4	CCL4
+CCL3L3	CCL3L3
+CCL4L1	CCL4L1
+CCL3L1	CCL3L1
+CCL4L2	CCL4L2
+ZNHIT3	ZNHIT3
+MYO19	MYO19
+PIGW	PIGW
+GGNBP2	GGNBP2
+AATF	AATF
+ACACA	ACACA
+TADA2A	TADA2A
+DUSP14	DUSP14
+SYNRG	SYNRG
+DDX52	DDX52
+TBC1D3F	TBC1D3F
+MRPL45	MRPL45
+SOCS7	SOCS7
+MLLT6	MLLT6
+CISD3	CISD3
+PSMB3	PSMB3
+PIP4K2B	PIP4K2B
+CWC25	CWC25
+RPL23	RPL23
+LASP1	LASP1
+LINC00672	LINC00672
+PLXDC1	PLXDC1
+CACNB1	CACNB1
+RPL19	RPL19
+FBXL20	FBXL20
+MED1	MED1
+CDK12	CDK12
+STARD3	STARD3
+PGAP3	PGAP3
+ERBB2	ERBB2
+MIEN1	MIEN1
+IKZF3	IKZF3
+GSDMB	GSDMB
+ORMDL3	ORMDL3
+GSDMA	GSDMA
+PSMD3	PSMD3
+MED24	MED24
+NR1D1	NR1D1
+MSL1	MSL1
+CASC3	CASC3
+WIPF2	WIPF2
+CDC6	CDC6
+RARA	RARA
+TOP2A	TOP2A
+IGFBP4	IGFBP4
+CCR7	CCR7
+SMARCE1	SMARCE1
+KRT10	KRT10
+TMEM99	TMEM99
+KRT19	KRT19
+KRT14	KRT14
+JUP	JUP
+EIF1	EIF1
+LEPREL4	LEPREL4
+FKBP10	FKBP10
+NT5C3B	NT5C3B
+KLHL11	KLHL11
+ACLY	ACLY
+CNP	CNP
+DNAJC7	DNAJC7
+NKIRAS2	NKIRAS2
+DHX58	DHX58
+KAT2A	KAT2A
+RAB5C	RAB5C
+GHDC	GHDC
+STAT5B	STAT5B
+STAT5A	STAT5A
+STAT3	STAT3
+PTRF	PTRF
+ATP6V0A1	ATP6V0A1
+NAGLU	NAGLU
+COASY	COASY
+MLX	MLX
+FAM134C	FAM134C
+TUBG1	TUBG1
+TUBG2	TUBG2
+EZH1	EZH1
+RAMP2-AS1	RAMP2-AS1
+RAMP2	RAMP2
+VPS25	VPS25
+COA3	COA3
+BECN1	BECN1
+PSME3	PSME3
+AOC3	AOC3
+AARSD1	AARSD1
+RUNDC1	RUNDC1
+RPL27	RPL27
+IFI35	IFI35
+VAT1	VAT1
+BRCA1	BRCA1
+NBR1	NBR1
+TMEM106A	TMEM106A
+ARL4D	ARL4D
+DHX8	DHX8
+DUSP3	DUSP3
+CD300LG	CD300LG
+TMEM101	TMEM101
+LSM12	LSM12
+G6PC3	G6PC3
+HDAC5	HDAC5
+ASB16-AS1	ASB16-AS1
+TMUB2	TMUB2
+ATXN7L3	ATXN7L3
+UBTF	UBTF
+SLC25A39	SLC25A39
+GRN	GRN
+ITGA2B	ITGA2B
+GPATCH8	GPATCH8
+CCDC43	CCDC43
+GJC1	GJC1
+EFTUD2	EFTUD2
+KIF18B	KIF18B
+DCAKD	DCAKD
+NMT1	NMT1
+ACBD4	ACBD4
+HEXIM1	HEXIM1
+FMNL1	FMNL1
+MAP3K14	MAP3K14
+ARHGAP27	ARHGAP27
+PLEKHM1	PLEKHM1
+LRRC37A4P	LRRC37A4P
+KANSL1	KANSL1
+ARL17B	ARL17B
+LRRC37A	LRRC37A
+NSFP1	NSFP1
+LRRC37A2	LRRC37A2
+ARL17A	ARL17A
+NSF	NSF
+GOSR2	GOSR2
+CDC27	CDC27
+ITGB3	ITGB3
+EFCAB13	EFCAB13
+NPEPPS	NPEPPS
+KPNB1	KPNB1
+TBX21	TBX21
+OSBPL7	OSBPL7
+MRPL10	MRPL10
+SCRN2	SCRN2
+SP2	SP2
+PNPO	PNPO
+CDK5RAP3	CDK5RAP3
+NFE2L1	NFE2L1
+CBX1	CBX1
+SNX11	SNX11
+SKAP1	SKAP1
+HOXB6	HOXB6
+CALCOCO2	CALCOCO2
+ATP5G1	ATP5G1
+UBE2Z	UBE2Z
+GNGT2	GNGT2
+ABI3	ABI3
+ZNF652	ZNF652
+PHB	PHB
+SPOP	SPOP
+SLC35B1	SLC35B1
+FAM117A	FAM117A
+KAT7	KAT7
+ITGA3	ITGA3
+PDK2	PDK2
+PPP1R9B	PPP1R9B
+SGCA	SGCA
+COL1A1	COL1A1
+XYLT2	XYLT2
+MRPL27	MRPL27
+LRRC59	LRRC59
+ACSF2	ACSF2
+RSAD1	RSAD1
+SPATA20	SPATA20
+ABCC3	ABCC3
+ANKRD40	ANKRD40
+LUC7L3	LUC7L3
+TOB1	TOB1
+SPAG9	SPAG9
+NME1	NME1
+NME2	NME2
+MBTD1	MBTD1
+UTP18	UTP18
+TOM1L1	TOM1L1
+COX11	COX11
+STXBP4	STXBP4
+MMD	MMD
+PCTP	PCTP
+DGKE	DGKE
+TRIM25	TRIM25
+COIL	COIL
+SCPEP1	SCPEP1
+AKAP1	AKAP1
+MSI2	MSI2
+MRPS23	MRPS23
+VEZF1	VEZF1
+SRSF1	SRSF1
+MKS1	MKS1
+BZRAP1	BZRAP1
+BZRAP1-AS1	BZRAP1-AS1
+SUPT4H1	SUPT4H1
+MTMR4	MTMR4
+SEPT4	SEPT4
+C17orf47	C17orf47
+TEX14	TEX14
+RAD51C	RAD51C
+TRIM37	TRIM37
+SKA2	SKA2
+PRR11	PRR11
+SMG8	SMG8
+GDPD1	GDPD1
+YPEL2	YPEL2
+DHX40	DHX40
+CLTC	CLTC
+PTRH2	PTRH2
+VMP1	VMP1
+TUBD1	TUBD1
+RPS6KB1	RPS6KB1
+RNFT1	RNFT1
+HEATR6	HEATR6
+USP32	USP32
+APPBP2	APPBP2
+PPM1D	PPM1D
+BCAS3	BCAS3
+BRIP1	BRIP1
+INTS2	INTS2
+MED13	MED13
+METTL2A	METTL2A
+TLK2	TLK2
+MRC2	MRC2
+TANC2	TANC2
+CYB561	CYB561
+ACE	ACE
+DCAF7	DCAF7
+TACO1	TACO1
+MAP3K3	MAP3K3
+LIMD2	LIMD2
+STRADA	STRADA
+CCDC47	CCDC47
+DDX42	DDX42
+FTSJ3	FTSJ3
+PSMC5	PSMC5
+SMARCD2	SMARCD2
+CD79B	CD79B
+ICAM2	ICAM2
+ERN1	ERN1
+TEX2	TEX2
+MILR1	MILR1
+POLG2	POLG2
+DDX5	DDX5
+CEP95	CEP95
+SMURF2	SMURF2
+PLEKHM1P	PLEKHM1P
+LRRC37A3	LRRC37A3
+AMZ2P1	AMZ2P1
+GNA13	GNA13
+RGS9	RGS9
+CEP112	CEP112
+PRKCA	PRKCA
+HELZ	HELZ
+PSMD12	PSMD12
+PITPNC1	PITPNC1
+NOL11	NOL11
+BPTF	BPTF
+C17orf58	C17orf58
+KPNA2	KPNA2
+LINC00674	LINC00674
+AMZ2	AMZ2
+ARSG	ARSG
+SLC16A6	SLC16A6
+WIPI1	WIPI1
+PRKAR1A	PRKAR1A
+FAM20A	FAM20A
+ABCA5	ABCA5
+MAP2K6	MAP2K6
+KCNJ2	KCNJ2
+SLC39A11	SLC39A11
+SSTR2	SSTR2
+COG1	COG1
+FAM104A	FAM104A
+C17orf80	C17orf80
+CDC42EP4	CDC42EP4
+SDK2	SDK2
+RPL38	RPL38
+TTYH2	TTYH2
+GPRC5C	GPRC5C
+CD300A	CD300A
+CD300LB	CD300LB
+CD300C	CD300C
+CD300E	CD300E
+RAB37	RAB37
+CD300LF	CD300LF
+SLC9A3R1	SLC9A3R1
+NAT9	NAT9
+TMEM104	TMEM104
+FDXR	FDXR
+HID1	HID1
+CDR2L	CDR2L
+ICT1	ICT1
+KCTD2	KCTD2
+ATP5H	ATP5H
+SLC16A5	SLC16A5
+ARMC7	ARMC7
+NT5C	NT5C
+HN1	HN1
+SUMO2	SUMO2
+NUP85	NUP85
+GGA3	GGA3
+MRPS7	MRPS7
+MIF4GD	MIF4GD
+SLC25A19	SLC25A19
+GRB2	GRB2
+KIAA0195	KIAA0195
+CASKIN2	CASKIN2
+TSEN54	TSEN54
+LLGL2	LLGL2
+MYO15B	MYO15B
+RECQL5	RECQL5
+SAP30BP	SAP30BP
+ITGB4	ITGB4
+GALK1	GALK1
+H3F3B	H3F3B
+UNK	UNK
+UNC13D	UNC13D
+WBP2	WBP2
+TRIM65	TRIM65
+MRPL38	MRPL38
+ACOX1	ACOX1
+TEN1	TEN1
+CDK3	CDK3
+EVPL	EVPL
+SRP68	SRP68
+EXOC7	EXOC7
+RNF157	RNF157
+QRICH2	QRICH2
+PRPSAP1	PRPSAP1
+SPHK1	SPHK1
+UBE2O	UBE2O
+RHBDF2	RHBDF2
+SNHG16	SNHG16
+ST6GALNAC2	ST6GALNAC2
+MXRA7	MXRA7
+JMJD6	JMJD6
+METTL23	METTL23
+SRSF2	SRSF2
+MFSD11	MFSD11
+ZNF24	ZNF24
+INO80C	INO80C
+GALNT1	GALNT1
+C18orf21	C18orf21
+RPRD1A	RPRD1A
+SLC39A6	SLC39A6
+ELP2	ELP2
+TPGS2	TPGS2
+KIAA1328	KIAA1328
+PIK3C3	PIK3C3
+SETBP1	SETBP1
+EPG5	EPG5
+CCDC94	CCDC94
+TMIGD2	TMIGD2
+SH3GL1	SH3GL1
+CHAF1A	CHAF1A
+UBXN6	UBXN6
+LRG1	LRG1
+SEMA6B	SEMA6B
+TNFAIP8L1	TNFAIP8L1
+C19orf10	C19orf10
+DPP9	DPP9
+FEM1A	FEM1A
+TICAM1	TICAM1
+PLIN3	PLIN3
+UHRF1	UHRF1
+KDM4B	KDM4B
+PTPRS	PTPRS
+SAFB2	SAFB2
+SAFB	SAFB
+RPL36	RPL36
+C19orf70	C19orf70
+LONP1	LONP1
+DUS3L	DUS3L
+NDUFA11	NDUFA11
+VMAC	VMAC
+RANBP3	RANBP3
+RFX2	RFX2
+MLLT1	MLLT1
+CLPP	CLPP
+ALKBH7	ALKBH7
+GTF2F1	GTF2F1
+KHSRP	KHSRP
+DENND1C	DENND1C
+TNFSF9	TNFSF9
+TNFSF14	TNFSF14
+C3	C3
+GPR108	GPR108
+TRIP10	TRIP10
+VAV1	VAV1
+EMR1	EMR1
+EMR4P	EMR4P
+ZNF557	ZNF557
+INSR	INSR
+ARHGEF18	ARHGEF18
+MCOLN1	MCOLN1
+PNPLA6	PNPLA6
+XAB2	XAB2
+PET100	PET100
+STXBP2	STXBP2
+C19orf59	C19orf59
+TRAPPC5	TRAPPC5
+FCER2	FCER2
+CD209	CD209
+SNAPC2	SNAPC2
+TIMM44	TIMM44
+ELAVL1	ELAVL1
+CERS4	CERS4
+CD320	CD320
+NDUFA7	NDUFA7
+RPS28	RPS28
+ANGPTL4	ANGPTL4
+RAB11B	RAB11B
+MARCH2	MARCH2
+HNRNPM	HNRNPM
+PRAM1	PRAM1
+MYO1F	MYO1F
+ZNF558	ZNF558
+MUC16	MUC16
+ZNF317	ZNF317
+ZNF699	ZNF699
+ZNF559	ZNF559
+ZNF266	ZNF266
+ZNF426	ZNF426
+ZNF121	ZNF121
+ZNF561	ZNF561
+ZNF562	ZNF562
+ZNF812	ZNF812
+ZNF846	ZNF846
+FBXL12	FBXL12
+UBL5	UBL5
+PIN1	PIN1
+C19orf66	C19orf66
+P2RY11	P2RY11
+EIF3G	EIF3G
+DNMT1	DNMT1
+S1PR2	S1PR2
+MRPL4	MRPL4
+ICAM1	ICAM1
+ICAM4	ICAM4
+FDX1L	FDX1L
+RAVER1	RAVER1
+ICAM3	ICAM3
+TYK2	TYK2
+CDC37	CDC37
+PDE4A	PDE4A
+KEAP1	KEAP1
+S1PR5	S1PR5
+KRI1	KRI1
+CDKN2D	CDKN2D
+SLC44A2	SLC44A2
+ILF3-AS1	ILF3-AS1
+ILF3	ILF3
+QTRT1	QTRT1
+DNM2	DNM2
+TMED1	TMED1
+C19orf38	C19orf38
+YIPF2	YIPF2
+SMARCA4	SMARCA4
+LDLR	LDLR
+KANK2	KANK2
+DOCK6	DOCK6
+RAB3D	RAB3D
+TMEM205	TMEM205
+CCDC159	CCDC159
+SWSAP1	SWSAP1
+EPOR	EPOR
+PRKCSH	PRKCSH
+ECSIT	ECSIT
+CNN1	CNN1
+ELOF1	ELOF1
+ZNF627	ZNF627
+ACP5	ACP5
+HNRNPA1P10	HNRNPA1P10
+ZNF823	ZNF823
+ZNF441	ZNF441
+ZNF440	ZNF440
+ZNF439	ZNF439
+ZNF700	ZNF700
+ZNF763	ZNF763
+ZNF433	ZNF433
+ZNF844	ZNF844
+ZNF788	ZNF788
+ZNF20	ZNF20
+ZNF136	ZNF136
+ZNF44	ZNF44
+ZNF563	ZNF563
+ZNF442	ZNF442
+ZNF799	ZNF799
+ZNF443	ZNF443
+ZNF709	ZNF709
+ZNF564	ZNF564
+ZNF490	ZNF490
+ZNF791	ZNF791
+MAN2B1	MAN2B1
+WDR83	WDR83
+WDR83OS	WDR83OS
+DHPS	DHPS
+FBXW9	FBXW9
+TNPO2	TNPO2
+C19orf43	C19orf43
+ASNA1	ASNA1
+HOOK2	HOOK2
+JUNB	JUNB
+PRDX2	PRDX2
+RNASEH2A	RNASEH2A
+DNASE2	DNASE2
+GCDH	GCDH
+FARSA	FARSA
+CALR	CALR
+RAD23A	RAD23A
+GADD45GIP1	GADD45GIP1
+DAND5	DAND5
+TRMT1	TRMT1
+STX10	STX10
+IER2	IER2
+CCDC130	CCDC130
+MRI1	MRI1
+C19orf53	C19orf53
+ZSWIM4	ZSWIM4
+CC2D1A	CC2D1A
+IL27RA	IL27RA
+ASF1B	ASF1B
+CD97	CD97
+DDX39A	DDX39A
+PKN1	PKN1
+GIPC1	GIPC1
+DNAJB1	DNAJB1
+TECR	TECR
+NDUFB7	NDUFB7
+CLEC17A	CLEC17A
+EMR3	EMR3
+ZNF333	ZNF333
+EMR2	EMR2
+ILVBL	ILVBL
+NOTCH3	NOTCH3
+BRD4	BRD4
+AKAP8	AKAP8
+AKAP8L	AKAP8L
+RASAL3	RASAL3
+TPM4	TPM4
+RAB8A	RAB8A
+HSH2D	HSH2D
+FAM32A	FAM32A
+AP1M1	AP1M1
+KLF2	KLF2
+EPS15L1	EPS15L1
+CHERP	CHERP
+SLC35E1	SLC35E1
+MED26	MED26
+SMIM7	SMIM7
+SIN3B	SIN3B
+F2RL3	F2RL3
+HAUS8	HAUS8
+MYO9B	MYO9B
+USE1	USE1
+OCEL1	OCEL1
+BABAM1	BABAM1
+MRPL34	MRPL34
+DDA1	DDA1
+GTPBP3	GTPBP3
+PLVAP	PLVAP
+BST2	BST2
+MVB12A	MVB12A
+SLC27A1	SLC27A1
+PGLS	PGLS
+FAM129C	FAM129C
+MAP1S	MAP1S
+FCHO1	FCHO1
+JAK3	JAK3
+RPL18A	RPL18A
+CCDC124	CCDC124
+ARRDC2	ARRDC2
+IL12RB1	IL12RB1
+MAST3	MAST3
+PIK3R2	PIK3R2
+IFI30	IFI30
+MPV17L2	MPV17L2
+PDE4C	PDE4C
+KIAA1683	KIAA1683
+JUND	JUND
+LSM4	LSM4
+PGPEP1	PGPEP1
+GDF15	GDF15
+LRRC25	LRRC25
+SSBP4	SSBP4
+ISYNA1	ISYNA1
+ELL	ELL
+FKBP8	FKBP8
+KXD1	KXD1
+UBA52	UBA52
+C19orf60	C19orf60
+KLHL26	KLHL26
+CRTC1	CRTC1
+COMP	COMP
+UPF1	UPF1
+COPE	COPE
+DDX49	DDX49
+HOMER3	HOMER3
+SUGP2	SUGP2
+ARMC6	ARMC6
+SLC25A42	SLC25A42
+TMEM161A	TMEM161A
+MEF2BNB	MEF2BNB
+RFXANK	RFXANK
+NR2C2AP	NR2C2AP
+SUGP1	SUGP1
+MAU2	MAU2
+GATAD2A	GATAD2A
+NDUFA13	NDUFA13
+PBX4	PBX4
+LPAR2	LPAR2
+GMIP	GMIP
+ATP13A1	ATP13A1
+ZNF101	ZNF101
+ZNF14	ZNF14
+ZNF506	ZNF506
+ZNF253	ZNF253
+ZNF93	ZNF93
+ZNF682	ZNF682
+ZNF737	ZNF737
+ZNF626	ZNF626
+ZNF85	ZNF85
+ZNF430	ZNF430
+ZNF714	ZNF714
+ZNF431	ZNF431
+ZNF708	ZNF708
+ZNF738	ZNF738
+ZNF493	ZNF493
+ZNF429	ZNF429
+ZNF100	ZNF100
+ZNF43	ZNF43
+ZNF91	ZNF91
+ZNF675	ZNF675
+ZNF681	ZNF681
+RPSAP58	RPSAP58
+ZNF254	ZNF254
+UQCRFS1	UQCRFS1
+POP4	POP4
+PLEKHF1	PLEKHF1
+C19orf12	C19orf12
+URI1	URI1
+TSHZ3	TSHZ3
+ZNF507	ZNF507
+DPY19L3	DPY19L3
+PDCD5	PDCD5
+ANKRD27	ANKRD27
+NUDT19	NUDT19
+CEP89	CEP89
+GPATCH1	GPATCH1
+CEBPA	CEBPA
+CEBPG	CEBPG
+PEPD	PEPD
+KCTD15	KCTD15
+LSM14A	LSM14A
+KIAA0355	KIAA0355
+GPI	GPI
+UBA2	UBA2
+ZNF302	ZNF302
+ZNF181	ZNF181
+ZNF30	ZNF30
+ZNF792	ZNF792
+GRAMD1A	GRAMD1A
+SCN1B	SCN1B
+FXYD5	FXYD5
+LSR	LSR
+USF2	USF2
+CD22	CD22
+FFAR3	FFAR3
+FFAR2	FFAR2
+TMEM147	TMEM147
+HAUS5	HAUS5
+RBM42	RBM42
+COX6B1	COX6B1
+ZBTB32	ZBTB32
+IGFLR1	IGFLR1
+U2AF1L4	U2AF1L4
+PSENEN	PSENEN
+LIN37	LIN37
+ARHGAP33	ARHGAP33
+NPHS1	NPHS1
+NFKBID	NFKBID
+HCST	HCST
+TYROBP	TYROBP
+SDHAF1	SDHAF1
+ALKBH6	ALKBH6
+THAP8	THAP8
+WDR62	WDR62
+POLR2I	POLR2I
+TBCB	TBCB
+CAPNS1	CAPNS1
+COX7A1	COX7A1
+ZNF565	ZNF565
+ZNF146	ZNF146
+ZFP14	ZFP14
+ZFP82	ZFP82
+ZNF566	ZNF566
+ZNF260	ZNF260
+ZNF529	ZNF529
+ZNF461	ZNF461
+ZNF567	ZNF567
+ZNF850	ZNF850
+ZNF790	ZNF790
+ZNF345	ZNF345
+ZNF829	ZNF829
+ZNF568	ZNF568
+ZNF420	ZNF420
+ZNF585A	ZNF585A
+ZNF585B	ZNF585B
+ZNF383	ZNF383
+HKR1	HKR1
+ZNF527	ZNF527
+ZNF569	ZNF569
+ZNF570	ZNF570
+ZNF793	ZNF793
+ZNF540	ZNF540
+ZNF571	ZNF571
+ZFP30	ZFP30
+ZNF607	ZNF607
+ZNF573	ZNF573
+SIPA1L3	SIPA1L3
+SPINT2	SPINT2
+PPP1R14A	PPP1R14A
+YIF1B	YIF1B
+KCNK6	KCNK6
+PSMD8	PSMD8
+FAM98C	FAM98C
+RASGRP4	RASGRP4
+RYR1	RYR1
+MAP4K1	MAP4K1
+EIF3K	EIF3K
+ACTN4	ACTN4
+ECH1	ECH1
+HNRNPL	HNRNPL
+RINL	RINL
+SIRT2	SIRT2
+NFKBIB	NFKBIB
+SARS2	SARS2
+MRPS12	MRPS12
+FBXO17	FBXO17
+GMFG	GMFG
+SAMD4B	SAMD4B
+PAF1	PAF1
+MED29	MED29
+ZFP36	ZFP36
+PLEKHG2	PLEKHG2
+RPS16	RPS16
+SUPT5H	SUPT5H
+TIMM50	TIMM50
+DYRK1B	DYRK1B
+FBL	FBL
+FCGBP	FCGBP
+PSMC4	PSMC4
+ZNF546	ZNF546
+ZNF780B	ZNF780B
+ZNF780A	ZNF780A
+AKT2	AKT2
+PLD3	PLD3
+SERTAD1	SERTAD1
+SERTAD3	SERTAD3
+BLVRB	BLVRB
+SHKBP1	SHKBP1
+LTBP4	LTBP4
+ADCK4	ADCK4
+ITPKC	ITPKC
+C19orf54	C19orf54
+SNRPA	SNRPA
+RAB4B	RAB4B
+EGLN2	EGLN2
+CYP2S1	CYP2S1
+AXL	AXL
+HNRNPUL1	HNRNPUL1
+TGFB1	TGFB1
+CCDC97	CCDC97
+TMEM91	TMEM91
+B9D2	B9D2
+BCKDHA	BCKDHA
+EXOSC5	EXOSC5
+ATP5SL	ATP5SL
+CEACAM21	CEACAM21
+CEACAM4	CEACAM4
+RPS19	RPS19
+CD79A	CD79A
+ARHGEF1	ARHGEF1
+RABAC1	RABAC1
+ZNF574	ZNF574
+POU2F2	POU2F2
+DEDD2	DEDD2
+ZNF526	ZNF526
+ERF	ERF
+CIC	CIC
+PAFAH1B3	PAFAH1B3
+MEGF8	MEGF8
+CEACAM1	CEACAM1
+LYPD3	LYPD3
+PHLDB3	PHLDB3
+ETHE1	ETHE1
+XRCC1	XRCC1
+IRGQ	IRGQ
+ZNF576	ZNF576
+PLAUR	PLAUR
+SMG9	SMG9
+KCNN4	KCNN4
+ZNF45	ZNF45
+ZNF155	ZNF155
+ZNF230	ZNF230
+ZNF222	ZNF222
+ZNF224	ZNF224
+ZNF225	ZNF225
+ZNF234	ZNF234
+ZNF226	ZNF226
+ZNF227	ZNF227
+ZNF235	ZNF235
+ZNF180	ZNF180
+PVR	PVR
+BCL3	BCL3
+BCAM	BCAM
+PVRL2	PVRL2
+TOMM40	TOMM40
+APOE	APOE
+APOC1	APOC1
+APOC2	APOC2
+CLPTM1	CLPTM1
+RELB	RELB
+CLASRP	CLASRP
+ZNF296	ZNF296
+GEMIN7	GEMIN7
+TRAPPC6A	TRAPPC6A
+BLOC1S3	BLOC1S3
+ERCC2	ERCC2
+CD3EAP	CD3EAP
+ERCC1	ERCC1
+FOSB	FOSB
+VASP	VASP
+OPA3	OPA3
+GPR4	GPR4
+EML2	EML2
+SNRPD2	SNRPD2
+QPCTL	QPCTL
+DMPK	DMPK
+SYMPK	SYMPK
+HIF3A	HIF3A
+PPP5C	PPP5C
+CALM3	CALM3
+PTGIR	PTGIR
+PRKD2	PRKD2
+STRN4	STRN4
+FKRP	FKRP
+SLC1A5	SLC1A5
+AP2S1	AP2S1
+ARHGAP35	ARHGAP35
+TMEM160	TMEM160
+ZC3H4	ZC3H4
+SAE1	SAE1
+C5AR1	C5AR1
+C5AR2	C5AR2
+DHX34	DHX34
+KPTN	KPTN
+NAPA	NAPA
+EHD2	EHD2
+GLTSCR2	GLTSCR2
+SEPW1	SEPW1
+CRX	CRX
+PLA2G4C	PLA2G4C
+LIG1	LIG1
+CARD8	CARD8
+EMP3	EMP3
+TMEM143	TMEM143
+KDELR1	KDELR1
+GRWD1	GRWD1
+CYTH2	CYTH2
+RPL18	RPL18
+SPHK2	SPHK2
+FUT1	FUT1
+BCAT2	BCAT2
+HSD17B14	HSD17B14
+PPP1R15A	PPP1R15A
+TULP2	TULP2
+NUCB1	NUCB1
+BAX	BAX
+FTL	FTL
+GYS1	GYS1
+RUVBL2	RUVBL2
+SNRNP70	SNRNP70
+TRPM4	TRPM4
+CD37	CD37
+PIH1D1	PIH1D1
+ALDH16A1	ALDH16A1
+FLT3LG	FLT3LG
+RPL13A	RPL13A
+RPS11	RPS11
+FCGRT	FCGRT
+RCN3	RCN3
+NOSIP	NOSIP
+RRAS	RRAS
+IRF3	IRF3
+BCL2L12	BCL2L12
+PRMT1	PRMT1
+AP2A1	AP2A1
+FUZ	FUZ
+PTOV1	PTOV1
+PNKP	PNKP
+TBC1D17	TBC1D17
+IL4I1	IL4I1
+NUP62	NUP62
+ATF5	ATF5
+VRK3	VRK3
+ZNF473	ZNF473
+NR1H2	NR1H2
+NAPSB	NAPSB
+POLD1	POLD1
+SPIB	SPIB
+EMC10	EMC10
+JOSD2	JOSD2
+CLEC11A	CLEC11A
+C19orf48	C19orf48
+SIGLEC9	SIGLEC9
+SIGLEC7	SIGLEC7
+SIGLEC17P	SIGLEC17P
+CD33	CD33
+ETFB	ETFB
+NKG7	NKG7
+SIGLEC10	SIGLEC10
+SIGLEC8	SIGLEC8
+SIGLEC12	SIGLEC12
+SIGLEC6	SIGLEC6
+ZNF175	ZNF175
+SIGLEC5	SIGLEC5
+SIGLEC14	SIGLEC14
+HAS1	HAS1
+FPR1	FPR1
+FPR2	FPR2
+FPR3	FPR3
+ZNF577	ZNF577
+ZNF649	ZNF649
+ZNF613	ZNF613
+ZNF350	ZNF350
+ZNF615	ZNF615
+ZNF614	ZNF614
+ZNF432	ZNF432
+ZNF841	ZNF841
+ZNF616	ZNF616
+ZNF836	ZNF836
+PPP2R1A	PPP2R1A
+ZNF766	ZNF766
+ZNF480	ZNF480
+ZNF610	ZNF610
+ZNF880	ZNF880
+ZNF528	ZNF528
+ZNF808	ZNF808
+ZNF701	ZNF701
+ZNF83	ZNF83
+ZNF611	ZNF611
+ZNF600	ZNF600
+ZNF28	ZNF28
+ZNF468	ZNF468
+ZNF320	ZNF320
+ZNF816	ZNF816
+ZNF702P	ZNF702P
+ZNF160	ZNF160
+ZNF347	ZNF347
+ZNF677	ZNF677
+ZNF845	ZNF845
+ZNF525	ZNF525
+ZNF765	ZNF765
+ZNF761	ZNF761
+TPM3P9	TPM3P9
+ZNF813	ZNF813
+ZNF331	ZNF331
+NLRP12	NLRP12
+MYADM	MYADM
+OSCAR	OSCAR
+NDUFA3	NDUFA3
+TFPT	TFPT
+PRPF31	PRPF31
+LENG1	LENG1
+MBOAT7	MBOAT7
+TSEN34	TSEN34
+RPS9	RPS9
+LILRB3	LILRB3
+LILRA6	LILRA6
+LILRB5	LILRB5
+LILRB2	LILRB2
+LILRA3	LILRA3
+LILRA5	LILRA5
+LILRA4	LILRA4
+LAIR1	LAIR1
+LENG8	LENG8
+LAIR2	LAIR2
+LILRA2	LILRA2
+LILRB1	LILRB1
+LILRA1	LILRA1
+RBBP9	RBBP9
+SEC23B	SEC23B
+LINC00493	LINC00493
+DTD1	DTD1
+SLC24A3	SLC24A3
+RIN2	RIN2
+NAA20	NAA20
+CRNKL1	CRNKL1
+RALGAPA2	RALGAPA2
+PLK1S1	PLK1S1
+XRN2	XRN2
+THBD	THBD
+CD93	CD93
+NXT1	NXT1
+GZF1	GZF1
+NAPB	NAPB
+CST3	CST3
+CST7	CST7
+APMAP	APMAP
+ACSS1	ACSS1
+ENTPD6	ENTPD6
+PYGB	PYGB
+ABHD12	ABHD12
+NANP	NANP
+ZNF337	ZNF337
+FRG1B	FRG1B
+REM1	REM1
+HM13	HM13
+ID1	ID1
+BCL2L1	BCL2L1
+TPX2	TPX2
+FOXS1	FOXS1
+PDRG1	PDRG1
+HCK	HCK
+TM9SF4	TM9SF4
+PLAGL2	PLAGL2
+POFUT1	POFUT1
+KIF3B	KIF3B
+ASXL1	ASXL1
+C20orf112	C20orf112
+COMMD7	COMMD7
+MAPRE1	MAPRE1
+CDK5RAP1	CDK5RAP1
+CBFA2T2	CBFA2T2
+PXMP4	PXMP4
+ZNF341	ZNF341
+RALY	RALY
+EIF2S2	EIF2S2
+AHCY	AHCY
+ITCH	ITCH
+DYNLRB1	DYNLRB1
+MAP1LC3A	MAP1LC3A
+PIGU	PIGU
+NCOA6	NCOA6
+TP53INP2	TP53INP2
+GGT7	GGT7
+ACSS2	ACSS2
+GSS	GSS
+TRPC4AP	TRPC4AP
+EDEM2	EDEM2
+PROCR	PROCR
+MMP24	MMP24
+EIF6	EIF6
+CEP250	CEP250
+ERGIC3	ERGIC3
+CPNE1	CPNE1
+RBM12	RBM12
+NFS1	NFS1
+ROMO1	ROMO1
+RBM39	RBM39
+PHF20	PHF20
+SCAND1	SCAND1
+LINC00657	LINC00657
+EPB41L1	EPB41L1
+AAR2	AAR2
+DLGAP4	DLGAP4
+MYL9	MYL9
+TGIF2	TGIF2
+C20orf24	C20orf24
+SLA2	SLA2
+NDRG3	NDRG3
+DSN1	DSN1
+SOGA1	SOGA1
+SAMHD1	SAMHD1
+RBL1	RBL1
+RPN2	RPN2
+MANBAL	MANBAL
+SRC	SRC
+BLCAP	BLCAP
+CTNNBL1	CTNNBL1
+TTI1	TTI1
+RPRD1B	RPRD1B
+TGM2	TGM2
+SNHG11	SNHG11
+RALGAPB	RALGAPB
+ACTR5	ACTR5
+PPP1R16B	PPP1R16B
+FAM83D	FAM83D
+DHX35	DHX35
+MAFB	MAFB
+TOP1	TOP1
+PLCG1	PLCG1
+ZHX3	ZHX3
+LPIN3	LPIN3
+CHD6	CHD6
+SRSF6	SRSF6
+IFT52	IFT52
+TTPAL	TTPAL
+SERINC3	SERINC3
+PKIG	PKIG
+ADA	ADA
+YWHAB	YWHAB
+PABPC1L	PABPC1L
+TOMM34	TOMM34
+STK4	STK4
+SDC4	SDC4
+SYS1	SYS1
+DBNDD2	DBNDD2
+PIGT	PIGT
+DNTTIP1	DNTTIP1
+UBE2C	UBE2C
+SNX21	SNX21
+ACOT8	ACOT8
+ZSWIM3	ZSWIM3
+ZSWIM1	ZSWIM1
+NEURL2	NEURL2
+CTSA	CTSA
+PLTP	PLTP
+PCIF1	PCIF1
+ZNF335	ZNF335
+MMP9	MMP9
+NCOA5	NCOA5
+CD40	CD40
+SLC35C2	SLC35C2
+ELMO2	ELMO2
+TP53RK	TP53RK
+SLC2A10	SLC2A10
+EYA2	EYA2
+ZMYND8	ZMYND8
+NCOA3	NCOA3
+SULF2	SULF2
+PREX1	PREX1
+ARFGEF2	ARFGEF2
+CSE1L	CSE1L
+STAU1	STAU1
+DDX27	DDX27
+IFNGR2	IFNGR2
+TMEM50B	TMEM50B
+GART	GART
+SON	SON
+DONSON	DONSON
+CRYZL1	CRYZL1
+ITSN1	ITSN1
+ATP5O	ATP5O
+LINC00649	LINC00649
+MRPS6	MRPS6
+SLC5A3	SLC5A3
+SMIM11	SMIM11
+RCAN1	RCAN1
+RUNX1	RUNX1
+SETD4	SETD4
+CBR1	CBR1
+DOPEY2	DOPEY2
+MORC3	MORC3
+HLCS	HLCS
+PIGP	PIGP
+TTC3	TTC3
+DSCR3	DSCR3
+DYRK1A	DYRK1A
+ERG	ERG
+ETS2	ETS2
+PSMG1	PSMG1
+BRWD1	BRWD1
+HMGN1	HMGN1
+WRB	WRB
+BACE2	BACE2
+PLAC4	PLAC4
+MX2	MX2
+MX1	MX1
+PRDM15	PRDM15
+C2CD2	C2CD2
+ZBTB21	ZBTB21
+ABCG1	ABCG1
+UBASH3A	UBASH3A
+TFIP11	TFIP11
+TPST2	TPST2
+CRYBB1	CRYBB1
+MIAT	MIAT
+MN1	MN1
+PITPNB	PITPNB
+TTC28-AS1	TTC28-AS1
+TTC28	TTC28
+CHEK2	CHEK2
+HSCB	HSCB
+CCDC117	CCDC117
+XBP1	XBP1
+KREMEN1	KREMEN1
+RHBDD3	RHBDD3
+EWSR1	EWSR1
+AP1B1	AP1B1
+NEFH	NEFH
+THOC5	THOC5
+NIPSNAP1	NIPSNAP1
+NF2	NF2
+ZMAT5	ZMAT5
+UQCR10	UQCR10
+ASCC2	ASCC2
+MTMR3	MTMR3
+LIF	LIF
+OSM	OSM
+GATSL3	GATSL3
+TBC1D10A	TBC1D10A
+SF3A1	SF3A1
+CCDC157	CCDC157
+SEC14L2	SEC14L2
+MTFP1	MTFP1
+PES1	PES1
+TCN2	TCN2
+SLC35E4	SLC35E4
+DUSP18	DUSP18
+MORC2-AS1	MORC2-AS1
+MORC2	MORC2
+TUG1	TUG1
+SMTN	SMTN
+SELM	SELM
+RNF185	RNF185
+LIMK2	LIMK2
+PIK3IP1	PIK3IP1
+PATZ1	PATZ1
+DRG1	DRG1
+EIF4ENIF1	EIF4ENIF1
+SFI1	SFI1
+PISD	PISD
+PRR14L	PRR14L
+DEPDC5	DEPDC5
+YWHAH	YWHAH
+FBXO7	FBXO7
+TIMP3	TIMP3
+HMGXB4	HMGXB4
+TOM1	TOM1
+HMOX1	HMOX1
+MCM5	MCM5
+APOL6	APOL6
+RBFOX2	RBFOX2
+APOL3	APOL3
+APOL4	APOL4
+APOL2	APOL2
+APOL1	APOL1
+MYH9	MYH9
+TXN2	TXN2
+FOXRED2	FOXRED2
+EIF3D	EIF3D
+IFT27	IFT27
+NCF4	NCF4
+CSF2RB	CSF2RB
+TST	TST
+MPST	MPST
+IL2RB	IL2RB
+C1QTNF6	C1QTNF6
+RAC2	RAC2
+CYTH4	CYTH4
+MFNG	MFNG
+CDC42EP1	CDC42EP1
+LGALS2	LGALS2
+GGA1	GGA1
+PDXP	PDXP
+LGALS1	LGALS1
+NOL12	NOL12
+TRIOBP	TRIOBP
+H1F0	H1F0
+ANKRD54	ANKRD54
+EIF3L	EIF3L
+MICALL1	MICALL1
+POLR2F	POLR2F
+PICK1	PICK1
+PLA2G6	PLA2G6
+MAFF	MAFF
+TMEM184B	TMEM184B
+CSNK1E	CSNK1E
+KDELR3	KDELR3
+DDX17	DDX17
+CBY1	CBY1
+TOMM22	TOMM22
+JOSD1	JOSD1
+GTPBP1	GTPBP1
+SUN2	SUN2
+DNAL4	DNAL4
+CBX6	CBX6
+APOBEC3A	APOBEC3A
+APOBEC3B	APOBEC3B
+APOBEC3C	APOBEC3C
+APOBEC3D	APOBEC3D
+APOBEC3F	APOBEC3F
+APOBEC3G	APOBEC3G
+APOBEC3H	APOBEC3H
+CBX7	CBX7
+PDGFB	PDGFB
+RPL3	RPL3
+SYNGR1	SYNGR1
+TAB1	TAB1
+ATF4	ATF4
+RPS19BP1	RPS19BP1
+GRAP2	GRAP2
+TNRC6B	TNRC6B
+ADSL	ADSL
+SGSM3	SGSM3
+MKL1	MKL1
+SLC25A17	SLC25A17
+ST13	ST13
+XPNPEP3	XPNPEP3
+RBX1	RBX1
+CYBB	CYBB
+DYNLT3	DYNLT3
+SRPX	SRPX
+RPGR	RPGR
+TSPAN7	TSPAN7
+BCOR	BCOR
+ATP6AP2	ATP6AP2
+CXorf38	CXorf38
+MED14	MED14
+USP9X	USP9X
+DDX3X	DDX3X
+CASK	CASK
+GPR34	GPR34
+GPR82	GPR82
+MAOA	MAOA
+MAOB	MAOB
+EFHC2	EFHC2
+FUNDC1	FUNDC1
+KDM6A	KDM6A
+CXorf36	CXorf36
+KRBOX4	KRBOX4
+ZNF674	ZNF674
+ZNF674-AS1	ZNF674-AS1
+CHST7	CHST7
+SLC9A7	SLC9A7
+RP2	RP2
+NDUFB11	NDUFB11
+RBM10	RBM10
+UBA1	UBA1
+INE1	INE1
+CDK16	CDK16
+USP11	USP11
+ZNF41	ZNF41
+ARAF	ARAF
+TIMP1	TIMP1
+CFP	CFP
+ELK1	ELK1
+UXT	UXT
+ZNF81	ZNF81
+ZNF182	ZNF182
+ZNF630	ZNF630
+SLC38A5	SLC38A5
+FTSJ1	FTSJ1
+PORCN	PORCN
+EBP	EBP
+TBC1D25	TBC1D25
+RBM3	RBM3
+WDR13	WDR13
+WAS	WAS
+SUV39H1	SUV39H1
+GATA1	GATA1
+HDAC6	HDAC6
+TIMM17B	TIMM17B
+PQBP1	PQBP1
+SLC35A2	SLC35A2
+PIM2	PIM2
+OTUD5	OTUD5
+GRIPAP1	GRIPAP1
+TFE3	TFE3
+PRAF2	PRAF2
+WDR45	WDR45
+GPKOW	GPKOW
+PLP2	PLP2
+PRICKLE3	PRICKLE3
+CCDC22	CCDC22
+CLCN5	CLCN5
+SHROOM4	SHROOM4
+NUDT11	NUDT11
+GSPT2	GSPT2
+MAGED1	MAGED1
+FAM156A	FAM156A
+TSPYL2	TSPYL2
+KDM5C	KDM5C
+SMC1A	SMC1A
+HSD17B10	HSD17B10
+HUWE1	HUWE1
+PHF8	PHF8
+FAM120C	FAM120C
+TSR2	TSR2
+GNL3L	GNL3L
+MAGED2	MAGED2
+TRO	TRO
+APEX2	APEX2
+FAM104B	FAM104B
+MTRNR2L10	MTRNR2L10
+MAGEH1	MAGEH1
+RRAGB	RRAGB
+KLF8	KLF8
+UBQLN2	UBQLN2
+SPIN3	SPIN3
+SPIN2B	SPIN2B
+FAAH2	FAAH2
+ZXDB	ZXDB
+ZXDA	ZXDA
+SPIN4	SPIN4
+ARHGEF9	ARHGEF9
+AMER1	AMER1
+MTMR8	MTMR8
+ZC4H2	ZC4H2
+ZC3H12B	ZC3H12B
+LAS1L	LAS1L
+MSN	MSN
+VSIG4	VSIG4
+HEPH	HEPH
+EDA2R	EDA2R
+OPHN1	OPHN1
+YIPF6	YIPF6
+STARD8	STARD8
+EFNB1	EFNB1
+PJA1	PJA1
+EDA	EDA
+IGBP1	IGBP1
+PDZD11	PDZD11
+KIF4A	KIF4A
+SNX12	SNX12
+IL2RG	IL2RG
+MED12	MED12
+ZMYM3	ZMYM3
+NONO	NONO
+TAF1	TAF1
+OGT	OGT
+ACRC	ACRC
+CXCR3	CXCR3
+NHSL2	NHSL2
+RGAG4	RGAG4
+PIN4	PIN4
+RPS4X	RPS4X
+HDAC8	HDAC8
+CHIC1	CHIC1
+TSIX	TSIX
+XIST	XIST
+JPX	JPX
+FTX	FTX
+RLIM	RLIM
+ABCB7	ABCB7
+UPRT	UPRT
+PBDC1	PBDC1
+ATRX	ATRX
+MAGT1	MAGT1
+COX7B	COX7B
+ATP7A	ATP7A
+PGK1	PGK1
+TAF9B	TAF9B
+CYSLTR1	CYSLTR1
+P2RY10	P2RY10
+GPR174	GPR174
+ITM2A	ITM2A
+BRWD3	BRWD3
+HMGN5	HMGN5
+SH3BGRL	SH3BGRL
+HDX	HDX
+APOOL	APOOL
+CHM	CHM
+DIAPH2	DIAPH2
+TSPAN6	TSPAN6
+CSTF2	CSTF2
+TRMT2B	TRMT2B
+TIMM8A	TIMM8A
+BTK	BTK
+RPL36A	RPL36A
+RPL36A-HNRNPH2	RPL36A-HNRNPH2
+GLA	GLA
+HNRNPH2	HNRNPH2
+ARMCX4	ARMCX4
+ARMCX1	ARMCX1
+ARMCX6	ARMCX6
+ARMCX3	ARMCX3
+ARMCX2	ARMCX2
+ZMAT1	ZMAT1
+ARMCX5	ARMCX5
+GPRASP1	GPRASP1
+GPRASP2	GPRASP2
+NXF3	NXF3
+BEX4	BEX4
+TCEAL8	TCEAL8
+BEX2	BEX2
+TCEAL7	TCEAL7
+WBP5	WBP5
+NGFRAP1	NGFRAP1
+TCEAL4	TCEAL4
+TCEAL3	TCEAL3
+TCEAL1	TCEAL1
+MORF4L2	MORF4L2
+FAM199X	FAM199X
+CXorf57	CXorf57
+RNF128	RNF128
+TBC1D8B	TBC1D8B
+MORC4	MORC4
+RBM41	RBM41
+PRPS1	PRPS1
+TSC22D3	TSC22D3
+MID2	MID2
+VSIG1	VSIG1
+PSMD10	PSMD10
+ATG4A	ATG4A
+NXT2	NXT2
+ACSL4	ACSL4
+TMEM164	TMEM164
+AMMECR1	AMMECR1
+ALG13	ALG13
+PLS3	PLS3
+WDR44	WDR44
+DOCK11	DOCK11
+IL13RA1	IL13RA1
+LONRF3	LONRF3
+PGRMC1	PGRMC1
+SLC25A43	SLC25A43
+SLC25A5	SLC25A5
+CXorf56	CXorf56
+UBE2A	UBE2A
+NKRF	NKRF
+SEPT6	SEPT6
+RPL39	RPL39
+UPF3B	UPF3B
+RNF113A	RNF113A
+NDUFA1	NDUFA1
+NKAP	NKAP
+ZBTB33	ZBTB33
+LAMP2	LAMP2
+CUL4B	CUL4B
+MCTS1	MCTS1
+C1GALT1C1	C1GALT1C1
+THOC2	THOC2
+XIAP	XIAP
+STAG2	STAG2
+SH2D1A	SH2D1A
+TENM1	TENM1
+SMARCA1	SMARCA1
+OCRL	OCRL
+APLN	APLN
+SASH3	SASH3
+ZDHHC9	ZDHHC9
+UTP14A	UTP14A
+BCORL1	BCORL1
+ELF4	ELF4
+AIFM1	AIFM1
+ZNF280C	ZNF280C
+SLC25A14	SLC25A14
+RBMX2	RBMX2
+FAM45B	FAM45B
+ENOX2	ENOX2
+MST4	MST4
+RAP2C	RAP2C
+MBNL3	MBNL3
+GPC4	GPC4
+GPC3	GPC3
+PHF6	PHF6
+HPRT1	HPRT1
+FAM122B	FAM122B
+FAM122C	FAM122C
+MOSPD1	MOSPD1
+SMIM10	SMIM10
+FAM127C	FAM127C
+FAM127A	FAM127A
+FAM127B	FAM127B
+ZNF75D	ZNF75D
+USP9Y	USP9Y
+DDX3Y	DDX3Y
+UTY	UTY
+NLGN4Y	NLGN4Y
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/matrix.mtx	Tue Aug 27 13:17:01 2024 +0000
@@ -0,0 +1,43915 @@
+%%MatrixMarket matrix coordinate integer general
+8252 20 43913
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