FAN_EMBRYONIC_CTX_BIG_GROUPS_CAJAL_RETZIUS	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_BIG_GROUPS_CAJAL_RETZIUS	RELN	WFIKKN2	IGFBP5	PRPH	PCP4	LINC01133	NDNF	ACHE	TRH	ISOC1	MAB21L1	CBLN1	C7	PLSCR4	C1QTNF3	RSPO3	HHATL	AMIGO2	TAGLN2	PCP4L1	STK32A	CRABP2	OTOS	NEFH	PGF	LHX5-AS1	CALB2	NHLH2	CABP7	GADD45A	LYNX1	CYGB	AIM2	EMX2OS	EBF3	LINC00871	ADAM12	SCGB1D2	LHX1	OLFM1	FCER1A	CNTNAP2	FSTL5	RASSF6	TUBA4A	NDRG4	PCOLCE2	SPINT2	SV2B	LHX3	KLHL13	TP73	EMX2	PCBP3	CEND1	CLUL1	AGTR1	ECEL1	SUSD4	NRN1	RTBDN	TXN	DEGS1	CPNE9	PIDD1	RSPO2	MRAP2	MDH1	FAM167A	LINC00668	TMEM163	CLU	STS	PRKAG2-AS1	DDAH1	TMEM238L	SCN4B	RCAN2	VAT1	INSM2	SLC22A15	FBXO2	PLPP2	SNCB	LINGO2	CCDC85A	ANXA6	GDF5	SLC27A6	THSD7B	ZIC2	OPCML	GPR37	IGSF9	ANKRD29	GNG3	GOT1	CYCS	IRF6	MGST3	LHFPL6	RAB37	TNFRSF11A	ARHGDIG	ATP1A3	CHST2	EPDR1	ATP5MC1	EPPK1	B4GAT1	DEFB1	ALDOA	CPM	SNAP25	NUPR1	ANTKMT	COX5B	CLSTN1	CYP3A5	NEFL	CKMT1A	PCSK1N	CNGA3	SLC35F2	FDPS	KIAA1217	ATF5	HPCAL1	TSTD1	MAP1LC3A	CD164L2	SCARA3	TUSC3	TUBB4B	TMEM59L	PCSK1	TANK	DIRAS2	FST	ADRA2C	CCDC13	PKM	CBLN4	STMN3	PRDX5	ATP6V1G2	PPARGC1A	SPINK5	FAM155A	CNTNAP1	GCHFR	SCG2	PTPRU	NDUFB3	ZNF503	CACNA2D3	MAOA	LSAMP	GABRG1	GPR6	THSD7A	DUSP23	EPHA8	CLSTN2	COX6A1	LY6H	FBLN1	PDE4B	CDH18	NDUFB8	CDH4	CD47	COX7A1	DMRTA2	EGFLAM	ACOT7	GAP43	VSTM4	WNT4	NOL3	CLCF1	SYP	SEZ6L	ATP5F1B	ITGA11	ACSL4	DIABLO	MXRA5	ATP5MD	GPI	CDIP1	TXNL4A	NPB	TM7SF2	FAM71E1	CHGB	HIGD1A	HYAL3	PERP	NACC2	PHLDA3	F12	ABLIM1	CKMT1B	CYB5A	CDH1	ATP6V0B	PKP1	DNER	RHEB	COX5A	BAIAP2	QPCT	KRT222	ITM2C	COX7B	ENTPD3	DEGS2	ATP5MC3	STK32C	MFSD4A	ATP6V0C	CA2	ME1	SLC18A3	ATP5ME	NDUFA1	MAP1A	TMEM255B	BCAR3	WRAP73	PYGB	RCAN1	ATP5PD	SLC17A6	MARCKSL1	TCTA	ZIC5	GSTT1	TOLLIP	PPP2R1A	GHRH	GRM2	ACKR1	HSD17B12	PTPRN	NCDN	NTRK1	MAST4	FAIM2	DMRT3	LINC01990	VAT1L	TSPAN9	MECR	TPI1	CYP26A1	CYB5R3	ST6GALNAC2	KCNIP4	ATP6AP1	ENO2	ATP13A2	SEZ6L2	PHEX-AS1	ADM2	SELENOW	NIPAL3	SHISA2	C1orf53	FAM162A	ST6GALNAC3	TPBG	PPL	POLR2L	UQCR11	PIN1	SLC25A5	TMEM47	ATP6V0E2	S100A16	SNCA	TSPAN33	HSPB8	GNAL	TMEM229A	AKAP1	MAP4	ACLY	MAP7D2	NCS1	MXRA7	NDUFAB1	KIAA0930	CLEC2L	PGAM1	FANK1	STX1A	MRPL41	SCG5	RAB6B	WIF1	SERTM1	PFKP	GALR2	FSTL4	ARHGAP22	HMGCS1	NELL1	SCGB1D1	AHNAK	B3GNT4	AGPAT2	COX8A	GGH	EFNA3	GREM2	LY6E	CRYAB	NQO1	MMP15	CPE	PRKAG2	ZNF503-AS2	RBMS1	CYP4X1	GNG12	PCMT1	HSPB2	SLC2A6	SYNGR3	HAGH	ATP5F1A	CRACR2B	NEFM	HK1	SCOC	SLC41A3	MSMO1	ACYP2	TMEM14A	PLD3	GAS6	CDKN1A	MICOS10	ADAMTS2	G6PC3	COPS8	MYH14	PRAF2	DHCR7	NDUFB9	GUK1	COX6C	TMEM151A	PKP2	BCAP31	CDK14	ERICH5	CYSTM1	EBP	RHBDD2	NIPSNAP3A	UROS	SLC25A4	FAM118A	GPR153	ROGDI	MFAP2	NAP1L5	ADARB1	LTB4R	NDUFA12	INAFM1	LSM4	TIMM17A	GSTP1	INSIG1	NDUFA8	RALYL	NAA38	SEC61A2	RTL8C	ZNF488	SOD1	NDUFA9	NDUFA11	APLP2	PLCB4	COL18A1	PRKAR1A	AGPAT1	ITGA4	DUBR	KIF5C	ST6GALNAC5	L1CAM	ABCA17P	COL6A1	LGALS1	HS6ST2	UQCR10	ELAPOR1	RAB3A	C11orf87	HSPA12A	TMEM130	FBLN2	GHITM	RAB11FIP2	NDUFS8	KRT16P3	LDHB	SPOCK2	CALY	CMC2	OAF	DNAJC12	GSG1L	MAP1LC3B	ATP5F1E	DHRS11	PLOD2	NUPR2	LINC00581	BNIP3	TPRG1L	SAA1	BEX2	C1orf122	SNRNP25	ADCYAP1	CYB561	CXXC5	KLC1	SUSD1	SMIM29	TSPO	COX7C	STPG1	PLCL1	ATP6V1H	TMCO3	UBE2E2	KCNK4	COX14	ATP6V1E1	VEGFB	CAPN8	COPS7A	ATP5F1C	ANGPT1	FKBP2	DDT	PTPRN2	SDSL	FNDC5	HTR5A	FRMPD1	NSG1	CALM3	REEP2	ISOC2	BRINP3	CAMK2D	FKBP9	NDUFB6	PRDX2	TMEM45A	NDUFA13	SPRYD3	THAP4	NCOA7	PSMA7	HLA-A	TSPAN3	CTNNB1	COX4I1	CCDC88C	CPEB1	PEG3	IZUMO4	PGRMC2	LAPTM4A	NDUFB7	LINC00316	CAPN1	ATP6V1A	GFRA2	MARCHF1	TMEM50B	NPTXR	PARD3	CASZ1	UBASH3B	HINT1	RGMA	PLD1	ATP5IF1
FAN_EMBRYONIC_CTX_BIG_GROUPS_BRAIN_ENDOTHELIAL	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_BIG_GROUPS_BRAIN_ENDOTHELIAL	IGFBP7	COL4A1	ITM2A	ITIH5	RGS5	FN1	FOXS1	BGN	PDGFRB	CLDN5	COL4A2	ESAM	SLC6A12	GGT5	EDNRA	PRELP	ECSCR	CA4	NDUFA4L2	COL1A2	NOTCH3	DPEP1	CD248	GPER1	KCNJ8	SPARC	MFSD2A	HIGD1B	LAMC3	IFI27	ARHGAP29	SRARP	STRA6	ITGA1	GJA4	CAVIN3	SLC38A5	TM4SF18	PLXDC1	GNG11	CLEC3B	TIE1	IFITM3	FLT1	FRZB	NID1	COL3A1	TMEM204	VWF	KDR	LAMA4	ADGRL4	ECM1	DIPK2B	LXN	MCAM	DLC1	PCAT19	SLCO2A1	SERPINH1	ADA	CAVIN2	S1PR3	CDH5	ANPEP	CCDC3	LAMA2	CETP	CAV1	PLAC9	ENG	PCDH18	ROBO4	RAMP2	SLC2A1	ABCB1	LAMB2	CALD1	ADGRF5	ID1	SLC7A5	C1orf54	FSTL1	APCDD1	COL5A2	MYL9	FOXC1	EPAS1	TFPI	CLEC14A	APLNR	FOXF2	HES1	CSPG4	LAMC1	IFI6	VAMP5	BSG	CD34	TFRC	COL6A2	EMCN	MSRB3	COBLL1	FOXQ1	PECAM1	EBF1	SLC12A7	CYTOR	TGM2	PPP1R14A	NOSTRIN	SLC38A3	MMP28	SLC16A1	SLC3A2	PLCE1	CA2	CD93	TM4SF1	MYCT1	RRAS	CYYR1	UNC5B	SLC9A3R2	ATP1A2	ZNF366	TESC	DCN	ECE1	DOCK6	IFITM1	NID2	COL18A1	PGF	PDE7B	SEMA5A	ID3	TGFB1I1	PLOD1	QPCT	MYLK2	ISG15	NKD2	TMEM88	LHFPL6	BHLHE40	S100A10	TPM2	JCAD	EFNA1	CAV2	RELL1	TJP1	CGNL1	ADCY4	COLEC12	EMP2	LAMB1	EVA1B	ACVRL1	TCN2	RASGRP3	PCOLCE	HAPLN3	CDH6	TIMP1	EGFL7	VWA1	SH2D3C	CYTH3	UACA	LGALS1	WWTR1	PODXL	PELO	PPIC	RAPGEF5	SLC39A8	GMDS	RGCC	SLC7A1	HSPA12B	VCL	PAPSS2	ANXA1	COX7A1	UTRN	GALNT18	MYO1B	RHOC	LEF1	IFI44L	KANK2	PROCR	SLC2A3	ERG	XAF1	GIMAP7	PDE8B	SLC20A2	PRKCH	SERPING1	AGRN	ITGB1	MECOM	HEG1	RHOJ	MGLL	STARD13	FKBP9	RGS3	CAVIN1	TTYH2	SLC12A2	CLIC1	CD320	IFI35	MYH9	CRIP1	NECTIN2	GPCPD1	ETS1	MAP4K2	BST2	PARVA	LY6E	KLF4	HYAL2	TEK	TNS1	MGST2	COL6A1	IL32	LMO2	PTPRB	ZIC2	AEBP1	ZEB1	AFAP1L2	HLA-H	PDLIM2	SLC7A8	MYL12A	WFS1	S100A16	ACTN1	FXYD5	LMNA	CLEC11A	SLC43A3	SMTN	THSD1	HLA-E	SLC9A3R1	FHL3	TAGLN2	TPM4	TUBB6	IGFBP4	SCARB1	ARHGAP18	TMEM109	TNFAIP8L1	PON2	EFEMP2	PMP22	EPSTI1	ABCG2	PCDH12	OAS2	ETS2	TSPAN9	ITGA5	SLC39A10	GSDMD	NOTCH4	CPD	FLI1	PDGFB	FERMT2	MT2A	CD9	PLXND1	LTBR	APOLD1	NOTCH1	SAMM50	NAMPT	MFAP2	TES	TIMP3	CDH11	SLC52A2	RAPGEF4	LAPTM4A	SNRK	CDC42EP1	SIPA1	CAST	ACTN4	NR3C1	SORBS3	VIM	JAM2	JAG1	CRIP2	FKBP1A	ESYT2	SELENOM	SYPL1	PSMB8	FLNA	RNASE1	PRXL2A	DNAJC1	TMEM50B	STOM	SCARF1	PALD1	TGFBR2	PXN	PLAT	ABLIM1	CNN2	IFITM2	CD82	SERTAD1	MYO1C	PRCP	ISYNA1	STAT1	PDZD2	CLIC4	ILK	TACC1	HOPX	GOLIM4	S100A13	PDXK	PHACTR2	IQGAP1	PMEPA1	AAMDC	JAK1	MT1E	STING1	REEP3	RBMS3	NR2F2	POMP	PDE8A	YES1	HLA-A	MYO6	B2M	SLC40A1	SERPINB6	RSU1	RHOA	H2AJ	CAPN2	DUSP6	CYB5A	CERS2
FAN_EMBRYONIC_CTX_BIG_GROUPS_EXCITATORY_NEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_BIG_GROUPS_EXCITATORY_NEURON	MEIS2	ARPP21	NEUROD6	CAMK2B	SEMA3C	CSRP2	SATB2	DOK5	CCBE1	SEZ6	ENC1	NELL2	NEUROD2	CACNA2D1	MIAT	BHLHE22	POU3F2	ZBTB18	CAMKV	PCLO	SYBU	DOCK9	LINC01102	SLA	PLXNA4	CACNG8	RBFOX1	PRRT2	MLLT3	ADCY1	EPHB6	LHX2	PLXNA2	ICA1L	PPP2R2B	ACTN2	R3HDM1	GOLGA8B	GRIA2	SCN2A	FBXW7	DYNC1I1	LINC00342	PANTR1	MAP6	SRCIN1	SYT5
FAN_EMBRYONIC_CTX_BIG_GROUPS_GLIAL	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_BIG_GROUPS_GLIAL	PLPP3	EDNRB	PTN	CST3	PTPRZ1	HAPLN1	TNC	TTYH1	BCAN	CLU	RAMP1	ALDOC	PHGDH	NTRK2	PMP2	PSAT1	BTBD17	NKAIN4	SCRG1	SERPINE2	PON2	F3	MT3	DBI	S100B	OLIG1	LAPTM4B	MLC1	MFGE8	CD9	BTG3	ATP1B2	HEY1	MT2A	VIM	SLC1A2	FIBIN	CXCL14	TSC22D4	HOPX	WSCD1	LUZP2	C1orf61	BMP7	LIMA1	CCDC80	LITAF	BCHE	EPN2	SPON1	GPM6B	PDE4B	DHCR7	ATP1A2	AIF1L	ITGB8	LRRTM3	CBR1	RFX4	S100A16	ARHGEF26	IDH1	NOVA1	NDRG2	DTNA	MYO10	TIMP1	GCSH	CD63	SLITRK2	GRHPR	MSMO1	ADGRG1	DDAH1	CYP51A1	LYPD1	SOX2	RAB31	GATM	TRIB2	TSPAN3	SRI	CPE	FABP5	TSPAN6	SLC1A3	CNN3	FABP7	SHISA4	TSPAN7	CKB	ADD3	GRID2	DCXR	SIGMAR1	CADM2	RDH11	AASS	RHOC	PRCP	ITM2C	MDK	RCN1	ANXA5	TM7SF2	SCD	TMEM9B	HACD3	MYO6	ETV1	OAT	TAOK3	DNER	ARL6IP1	NTM	PRNP	TXNDC12	SEC11C	LRPAP1	PTTG1IP	ENO1	DAD1	LDHB	TPI1	DAG1	IDI1	RTN3	IFI27L2	FHL1	SNX3	PRXL2A	TMBIM6	SEMA6A
FAN_EMBRYONIC_CTX_BIG_GROUPS_BRAIN_IMMUNE	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_BIG_GROUPS_BRAIN_IMMUNE	GZMA	PTPRCAP	PLAC8	CD52	IL2RG	LTB	HLA-DRA	S100A4	LSP1	SELL	ISG20	FCMR	LCK	CD69	IL32	PVRIG	CD48	RAC2	SH2D1A	CD44	SYTL1	IFITM2	TBC1D10C	CRIP1	CD74	CD7	IFITM1	CARD16	SKAP1	LY9	GIMAP7	S100A6	PSMB9	DOK2	CD96	PLAAT4	CYTIP	IRF1	EMP3	HLA-B	DENND2D	STK17B	HLA-F	BTN3A2	ADGRE5	HCST	HLA-DRB1	CD3E	SEPTIN1	FXYD5	RHOH	CLEC2B	ANXA1	DUSP2	ACAP1	CD37	ARHGAP45	PTPRC	LIMD2	B2M	ARHGAP9	ETS1	HLA-C	CORO1A	ITGAL	GMFG	UTRN	TSC22D3	ICAM3	PSMB8	CLEC2D	ARHGAP15	HLA-A	MYL12A	CNN2	IL16	GIMAP4	S100A10	LCP1	PTPN6	SP110	ARHGDIB	IQGAP1	CCND3	TXNIP	PFN1	HCLS1	SRGN	CIB1	NEAT1	TAGLN2	UCP2	KLF2	ISG15	AKNA	PSME2	ZFP36	GPSM3	ANXA11	LY6E	FERMT3	HLA-E	ABI3	CLIC1	RCSD1	MSN	HLA-H	PIP4K2A	FYB1	JUNB	TMC8	SP100	LRRFIP1	XAF1	SH3BGRL3	PSME1	BIN2	ELF1	TAGAP	RIPOR2	ARHGEF1	IFITM3	FCER1G	STK10	RNF213	CSK	RAP1B	MBNL1	ARPC1B	DUSP1	TAPBP	PRR13	RPL13A	S100A11	EVI2B	MYH9	LITAF	DNAJB1	ADD3	VAMP8	GADD45B	ZFP36L2	FOS	EEF1D	ARPC2	RPL28	SERF2	ITGB2
FAN_EMBRYONIC_CTX_BIG_GROUPS_MICROGLIA	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_BIG_GROUPS_MICROGLIA	VSIG4	P2RY13	P2RY12	CX3CR1	TREM2	CH25H	CSF1R	C3	C1QB	RGS1	TMEM52B	C1QA	SPP1	FOLR2	FPR1	BHLHE41	FCGR1A	LILRB4	TMIGD3	PTAFR	CD14	PDK4	C1QC	GPR34	ADAM28	LPAR5	IGSF6	FCGR1B	FCGR1CP	LINC02712	HPGDS	SIGLEC10	SAMSN1	APBB1IP	MS4A7	CD68	TBXAS1	LAPTM5	ACY3	SFMBT2	ADORA3	PLD4	MRC1	MROCKI	LTC4S	CCR1	MERTK	LY86	RHBDF2	CCL3	OLR1	SELPLG	ADAP2	VSIR	C3AR1	TLR4	TMEM119	CRYBB1	SERPINF1	CSF3R	RNASET2	IL13RA1	CTSC	CD84	RGS10	FCGR3A	AIF1	FCGR2A	DHRS9	APOC1	FCGRT	OLFML3	CYBB	ALOX5AP	SLCO2B1	IFNGR1	TYROBP	TLR7	PLXDC2	C2	IL6R	LPAR6	CD86	CD53	MNDA	PTGS1	A2M	TLR10	SIGLEC8	GPR183	ADRB2	IRF8	LGMN	DOCK8	PYCARD	HTRA1	SLC9A9	NINJ1	PLVAP	ITGB2	GAL3ST4	LAIR1	GGTA1P	CXCL16	CREG1	RNASE6	LAT2	TFEC	LY96	GADD45B	HAVCR2	IER3	MKNK1	LST1	FCER1G	GSN	LINC00996	CD4	CPED1	INPP5D	NCF4	CYTH4	SLC7A7	HCK	CTSB	NPL	HMOX1	STAB1	MILR1	BIN2	ATP8B4	CCL4	CPVL	BTG2	TAL1	RUBCNL	VAMP8	STING1	IRAG2	SAT1	SLC29A3	SYK	FYB1	CD36	FOSB	P2RX4	DAB2	LPCAT2	FGD2	OAS1	SUSD3	EVI2B	IL17RA	ZFP36L1	ITGAM	GM2A	ITGAX	CD300A	IKZF1	OTULINL	SERPINA1	NFKBIZ	DNAJB1	ITM2B	SYNGR2	DOCK2	CASP1	MPEG1	PARVG	SKAP2	IER2	LIPA	IL6ST	CEBPD	DHRS3	TAGAP	HSPB1	MED12L	GRN	CMTM7	CNPY3	IL10RA	BLNK	JUN	DNASE2	CD83	LHFPL2	NPC2	IFI30	ZFP36L2	CTSS	S100A11	HHEX	TNFRSF1B	NAGA	RAB3IL1	REEP4	ZFP36	AOAH	PPT1	PDPN	CYBA	NAIP	GLIPR1	PLEK	BIN1	ARPC1B	CTSH	DUSP1	SRGN	CTSD	OTUD1	RGS19	HCLS1	ABI3	PDGFB	XBP1	SIRPA	EGR1	LYN	LCP1	ABCG2	MGAT4A	LGALS9	OSTF1	IFI16	PLA2G15	RHOG	MYO1F	HSPA1A	SP100	ARHGDIB	MFSD1	PPP1R15A	TPP1	UCP2	KLF2	IPCEF1	RCSD1	TGFBR2	FOS	CTSL	MAN2B1	TMEM35B	JUNB	H1-2	ASAH1	ARHGAP4	TCIRG1	SLC7A8	B3GNT5	PTPRC	SORL1	NCKAP1L	APOE	RGS2	POLD4	AP1B1	GPX1	GIMAP4	NEAT1	C12orf75	RHOB	SERPINB9	PTPN6	MGST2	MIS18BP1	SOCS6	CD37	ENTPD1	VMP1	H2AJ	DDIT4	NFKBIA	GPSM3	HVCN1	EVI2A	ITPR2	STOM	CMTM6	TNFRSF1A	ADAM9	HSPA1B	HLA-E	CYFIP1	CKS2	SALL1	LINC02256	GPN3	RIN2	CCND1	HSPA5	PSAP	IGF1	BST2	TLN1	GAS6	RNF130	FMNL3	GLUL	LIMS1	CAPZB	GNB4	GNG7	LAP3	CD81	SCAMP2	DOCK4	DAGLB	SLC1A3	CHCHD7	GLRX	KCTD12	GAA	PRR13	METTL7A	GMFG	COLGALT1	ARRB2	APPL2	SERPINB6	DPP7	XAF1	RNF213	MAF	WASF2	ST6GAL1	HERPUD1	HCST	ATP6V0E1	B2M	PTPRE	NAA20	CD164	GYPC	RB1	NFE2L2	ELF1	CAP1	ZFHX3	TMBIM4	GNG5	PLD3	PIH1D1	MEF2A	COTL1	CORO1A	LAMP2	APLP2	PPP1R18	HEXA	LYST	ANXA5	EGFL7	EPB41L2	SCAF11	SERP1	CIAO2A	ARPC3	TAPBP	HLA-C	CD74	GATM	VDAC1	SERF2	PFN1	CALR	BCAP31	ATP6V0B	DEGS1	HLA-B
FAN_EMBRYONIC_CTX_BIG_GROUPS_INHIBITORY	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_BIG_GROUPS_INHIBITORY	DLX5	DLX1	DLX2	PLS3	ERBB4	SOX2-OT	GAD1	CXCR4	PDE4DIP	PFN2	DCX	TCF4
FAN_EMBRYONIC_CTX_EX_1_EXCITATORY_NEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_EX_1_EXCITATORY_NEURON	ENC1	PANTR1	LINC01102	MEIS2	SLA	CSRP2	EIF1B
FAN_EMBRYONIC_CTX_EX_2_EXCITATORY_NEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_EX_2_EXCITATORY_NEURON	NFIB	PANTR1	DDAH2	ENC1	MLLT3	ZBTB20	HSPA1B	POU3F2	EZR	PPP2R2B	MDK	PHLDA1	IGFBPL1	NFIA	MEIS2	ZFHX4
FAN_EMBRYONIC_CTX_EX_4_EXCITATORY_NEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_EX_4_EXCITATORY_NEURON	ANKRD36B	SERPINB9	LRRIQ1	SPTBN4	IGSF21	CNTN3	MST1	PNCK	RAPGEFL1	RASGRP2	PLXNA3	EEF2K	SLC8A3	PGM5P2	SGSM1	LAMA5	SHISA9	ANKRD36	MYO6	GABRB1	FOXK1	GOLGA8A	CSPG4P12	EPHA7	FBXW7	STX1A	CACNA1E	ERICH3	SPEG	SRRM3	POU2F2	NTRK3	ELMOD1	PFKP	LINC00506	HYDIN	DGKH	CC2D1A	FAM227A	UACA	STK36	ARFGEF3	RPS6KL1	KLHL3	PDZD2	PKD1	SCN2A	SLC2A13	WDR60	PI4KAP2	RAP1GAP	TSBP1	LIMS2	PPFIA4	PTPRK	ABCA5	GRP	PNMA3	RYR2	CACNA1A	HIC2	DNAJB2	ACAP3	LINC01410	GRID2	CSMD1	NIN	TMEM178A	RNF213	ACADVL	RNF207	PTCH2	SYBU	PLEC	PTCHD4	LMO7	DNM3OS	TMEM108-AS1	SEC31B	ACTN2	ADAM11	LTBP4	PTPN13	PTPRD-AS1	DAB2	R3HDM1	GRB14	MYLIP	GULP1	DMWD	EXD3	KIF1C	CSGALNACT1	KIRREL3-AS2	NPY1R	CACNA1G	AP1G2	TARBP1	CELF2	RYR3	SYNE1	AP003025.1	LINC00504	DLGAP2	USP32P2	SLC4A10	PPFIBP1	FGF17	TNK2	SLC27A1	KCNMA1	ABCC8	MMP17	GNB3	PLEKHA6	STX3	MYO1C	FADS3	TIMP3	GDA	TSPOAP1	KHDRBS2	KCNH7-AS1	CACNA1B	SLC7A5P2	NRBP2	LINC00342	LINC01873	CAND2	RPL23AP32	CACNA1I	FBN3	PCLO	CACNA1C	GOLGA8B	JAKMIP3	DOCK9	SNX32	SLC8A1-AS1	ANKRD18A	FAM155A-IT1	LGI4	JAG2	CELF2-AS1	CSMD2	RAP1GAP2	ITPR1	AHI1	BICDL1	SAMD5	ANO3	CCDC144B	SCN9A	PDIA2	PROM1	DUSP5P1	PRICKLE2-AS3	KCNQ1OT1	MIAT	SLC26A4	LRRC4C	RGS11	CPNE7	CELF2-AS2	TMEM74B	ARPP21
FAN_EMBRYONIC_CTX_IN_1_INTERNEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_IN_1_INTERNEURON	DLX2	MAF	CXCR4	PDE4DIP	ARL4D	RBP1	NXPH1	LHX6	BRINP2	PDZRN4	FOS
FAN_EMBRYONIC_CTX_IN_2_INTERNEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_IN_2_INTERNEURON	RBP1	ACKR3	BRINP2	LHX6	PDZRN4	MAF	SST
FAN_EMBRYONIC_CTX_IN_3_INTERNEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_IN_3_INTERNEURON	PDE4DIP	ERBB4	GAD1	MAF	LHX6	BOD1L1
FAN_EMBRYONIC_CTX_IN_4_INTERNEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_IN_4_INTERNEURON	PDE4DIP	PLS3	ERBB4	GAD1	RBP1	CXCR4	MAF	PDZRN4	LHX6	NXPH1
FAN_EMBRYONIC_CTX_IN_5_INTERNEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_IN_5_INTERNEURON	DLX5	DLX1	SCGN	CALB2	CNR1	DLX6-AS1
FAN_EMBRYONIC_CTX_IN_6_INTERNEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_IN_6_INTERNEURON	TMEM161B-AS1	DLX1	BTG1	HSPA1A	SCGN	DLX6-AS1
FAN_EMBRYONIC_CTX_ASTROCYTE_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_ASTROCYTE_1	SPARCL1	NCAN	FAM107A	ID2	EEPD1	GRM3	VEPH1	LINC00943	TNC	ADGRV1	SLCO1C1	CDC42EP4	PEA15	DOK5	EZR	SLC1A3	RGS20	LRRC3B	PAX6	LGALS3	HEY1	FABP7	ALDOC	OLFM2	MLC1	DIO2	AGT	ADCYAP1R1	PLAGL1	RAMP3	SFXN5	GPX3	CXCR4	GFAP	LRP4	PAQR8	FOXG1	BTBD17	CBS	CXCL14	LYN	GABRB1	NOG	MMP28	ADORA2B	GALNT16	SIRPA	CHRDL1	TSKU	PRSS35	IFI44L	EFHD2	FADS2	CPNE5	MRC2	ID3	ID1	SOAT1	ANOS1	C1QTNF3	LPCAT1	TCIM	LAMP5	DCN	TM7SF2	HES4	FRMD4A	PLEC	SYPL1	LSS	CDH4	HTR2A	OAF	LRRC10B	EMID1	NPNT	CSDC2	ANGPTL1	CYB5A
FAN_EMBRYONIC_CTX_ASTROCYTE_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_ASTROCYTE_2	NTRK2	AQP4	GJA1	CLU	PLPP3	CPE	MGST1	EDNRB	S1PR1	ATP1A2	TTYH1	GASK1B	TIMP3	GABBR2	APOE	GLUD1	AHCYL1	SLC7A11	ID4	SPON1	MT3	ALDOC	MT1E	PMP2	ATP1B2	NDRG2	SLC1A2	PBXIP1	VCAM1	SLC1A4	FGFR3	METTL7A	GRAMD2B	SDC2	F3	TRIL	BMPR1B	NR2F2	RAMP1	MYBPC1	OAT	WLS	SLC3A2	ABCA1	SLC15A2	ADIRF	SERPINE2	PTTG1IP	AIFM3	ASPH	NR2F1	HACD3	ADGRG1	CAMK2G	PLTP	DST	EZR	SPOCK2	SEMA6D	LIFR	HSD17B6	MT1X	LIX1	MT2A	TFPI	MFGE8	IQCA1	GABBR1	FIBIN	TMEM47	GDPD2	SLC39A12	SESN3	LINC00844	GLUL	GJB6	SLC4A4	PDLIM5	NRCAM	CACHD1	SH3GL2	DTNA	CD44	CDO1	LUZP2	LGR4	GARNL3	SOX2	SPATS2L	NTSR2	EFEMP1	PRODH	ETNPPL	MARCKS	GPC5	ACKR3	MT1F	LAMA4	ITPR2	NFIB	RORA	FUT9	PCDH9	MSMO1	BBOX1	SLC25A18	ALCAM	C9orf24	ANOS1	DDIT4	MT1M	B4GAT1	LAPTM4A	ST8SIA1	NFIA	ITM2C	VSIR	HIF3A	CSGALNACT1	APC	MACF1	PLSCR4	DDAH1	DNER	PLXDC2	CTNNA2	RIDA	SLITRK2	KCNN3	GABRG1	FBLN1	KMT2C	ARHGEF26	FAM189A2	SSPN	LAMA1	COL6A1	RIC3	ACSL6	ALDH1L1	AK1	C1orf194	FAT3	BBS2	HAPLN3	NPC2	PSD2	TPPP3	CAPS	C1orf198	ZFYVE21	PCDH10	HTRA1
FAN_EMBRYONIC_CTX_NSC_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_NSC_1	PANTR1	HNRNPA1	CCND2	VIM	MEF2C	ZEB1	RARRES2	SPRY1	PDLIM1	RPL36A	NME1	DSCAM	CCDC80	MCM4	DLL3	FOS	DUSP6	GAD1
FAN_EMBRYONIC_CTX_NSC_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_NSC_2	PTTG1	TROAP	CENPF	CCNB2	TPX2	CDC20	NUSAP1	CCNB1	PLK1	TOP2A	CKS2	PRC1	SGO1	AURKB	BIRC5	DLGAP5	UBE2C	CDKN3	PBK	HMGB2	KPNA2	CCNA2	JPT1	H2AZ1	AURKA	KIF20A	CDCA3	PIMREG	ARL6IP1	ECT2	KIF2C	GTSE1	KIF23	BUB1	KIF4A	HJURP	SGO2	SMC4	BUB3	TACC3	KIF18A	KNSTRN	NUF2	NEK2	BUB1B	TTK	MAD2L1	ASPM	MXD3	KIF15	TUBB4B	CDK1	CDCA8	CKAP2L	CKAP2	TUBA1C	NDC80	KIF20B	PRR11	PSRC1	TMPO	UBE2T	H2AX	FAM83D	GAS2L3	MKI67	APOLD1	DDX39A	CENPE	HMGB3	MIS18BP1	DEPDC1B	C21orf58	ZWINT	RAN	DTYMK	CKAP5	KIF11	SPDL1	RBMX	CDC25B	KIF22	NCAPD2	TUBB6	LDHA	ODF2	OIP5	LSM5	KIF14	CDCA2	NCAPG	RAD21	RRM2	CCDC18	G2E3	PIF1	RACGAP1	ARHGAP11A	RHEB	TRIM59	SPC25	FBXO5	H2AZ2	CENPK	HYLS1	UBE2S	EZH2	CALM3	DCTN3	ILF2	LBR	CENPM	ANP32E	MELK	CKS1B	DIAPH3	CCNF	POC1A	RTKN2	NDE1	CEP70	CENPA	RHNO1	HSD17B11	SPAG5	RUVBL2	CNIH4	KNL1	DBF4	NMU	CDKN2C	LGALS1	SKA2	NCAPH	RNF26	SMC2	KIF5B	EMC9	FOXM1	CEP135	LMNB1	DEPDC1	KIFC1	LMO7	HMMR	CDC25C	ORC6	NCAPG2	HP1BP3	RFC3	EIF4E	SAPCD2	SKA1	SHCBP1	PPP2R5C	MZT1	COX8A	C2orf69	NOSIP	SKA3	RPL39L	GGH	ACTN1	MRPL51	NUCKS1	MND1	SMTN	RANGAP1	ASF1B	TMSB15A	BTG3	CENPW	CCDC34	VDAC3	PLIN3	TK1	TUBG1	PLK4	CDCA5	CNTRL	EEF1AKMT2	PSME2	PARPBP	CEP55	CENPN	MKKS	NUDT1	PHF19	TRAIP	REEP4	TMSB15B	TRIP13	CHEK2	FAM110A	UCP2	JADE1	NRM	STIL	VRK3	MED19	CBR3	CEP44	ESPL1	DCXR	REXO5	ESCO2	NCAPD3	NSRP1	TNFAIP8L1	GINS1	ARHGEF39	XRCC4	POLR2D	SNRPA1	RNF4	HIRIP3	WDR54	PPP2R5D	CLIC1	NEIL3	CIP2A	ASCL1	KIF18B	ATAD5	KMT5A	RARRES2	LRRCC1	AAMDC	TPM2	ARHGAP19	TTF2	NEURL1B	RASSF1
FAN_EMBRYONIC_CTX_OLIG	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_OLIG	MOBP	ERMN	PLP1	TF	MOG	KLK6	ADAMTS4	MYLK	MBP	CNP	PADI2	MAG	CLDN11	PTGDS	PPP1R14A	ENPP2	SEPTIN4	SLC31A2	CYB5R2	CAPN3	APLP1	TMEM63A	AOPEP	CDK18	ZDHHC9	SECISBP2L	GSN	PEX5L	SIRT2	NFASC	CARNS1	PLPP2	MAL	MYRF	TMEM125	CMTM5	PLEKHH1	SLAIN1	LGI3	BIN1	SOX2-OT	FEZ1	GPR37	MAP7	UGT8	ELOVL1	PLEKHA1	SLC24A2	PTK2	FA2H	CERS2	S100B	DYNC1I2	RNASE1	SEMA4D	ANKS1B	TPPP	GLTP	GJB1	TMEM151A	FAIM2	STMN4	SLC44A1	PACC1	FNTA	CLDND1	TECR	SH3GL3	ZNF488	NECTIN1	SPTLC2	TSPAN15	BCAS1	NKX6-2	KIF13B	NCOA7	TUBB4A	REEP3	CSRP1	SLC12A2	ENDOD1	EDIL3	ANO4	STRN	ABCA2	ELAPOR2	LPAR1	NKAIN2	BZW2	SYNGR2	GAL3ST1	ERBB3	RNF13	YPEL2	BACE1	SOX10	FAR1	SELENOW	LINC00323	PLAAT3	PPP1R16B	TSC22D4	APLN	PLLP	C1orf122	PRKCSH	SEPTIN8	GRIN2A	C9orf135	SERPINI1	CD9	ABLIM2	ABHD17B	TRIM2	LINC01170	LARP6	CA14	GNAI1	MTUS1	KIAA0930	ST6GALNAC3	EPB41L3	PRR18	ATP1B1	DHCR24	MAN2A1	FAM107B	SH3TC2	FAM102A	NIPAL3	MAPK8IP1	VSTM2B	SYNJ2	MAP6D1	GALNT15	CD22	CPD	GJC2	KCNMB4	RAP1A	ANK3	CD47	CDKN1C	PFDN2	SCARB2	MARCKSL1	RASGRP3	LANCL1	PTPDC1	BACE2	PIP4K2A	C21orf91	GOT1	UBL3	ST3GAL5	APOD	ADAMTS18	UNC5C	FRMD4B	CNTN2	FIS1	ANLN	TPD52	ROGDI	CLN8	GAB1	LIPA	EVI2A	LINC01770	FNBP1	MEGF9	CRYAB	CHADL	RHOU	ST18	ATG4C	PLOD3	BMP8A	GAS7	FGFR2	SERINC1	PLXNB3	H2BC21	THEMIS2	HHIP	ZNF365	CDR2L	DNM2	SLC22A23	RTN4	ELL2	FBXO32	FUT8	KTN1	ZNF536	FRY	FOLH1	GOLGA7	LDB3	CLIC4	PLEKHG3	ATP8A1	COLGALT2	FAM124A	JAM3	SEPTIN10	MOB3B	VWA1	TMCC3	NPC1	MVB12B	TMEFF2	DIXDC1	TTLL7	AATK	PRRG1	ARHGEF2	DIP2B	NXPE3	TTYH2	DOCK10	KLF13	SHTN1	STX4	OSBPL1A	CNTN1	TMEM123	MAPRE2	C1orf198	RRAS2	TBC1D12	RAB33A	SVIP	ZNF189	APCDD1	ATP10B	NENF	SLC27A4	H2AJ	BEST1	TMEM189	AMOTL2	NIPA1	ACSBG1	NACAD	SPATA2	DEGS1	PCBP4	MBNL2	CA2	FAM221A	SORT1	SPATA13	GIPC1	FMNL2	DEPTOR	MITF	TECPR2	FAM177A1	PLD1	PKP4	PACS2	GDE1	PICALM	ZFYVE19	HSPA2	ELAVL3	LPGAT1	TJP2	BROX	CBR1	NOL4L	COL16A1	AGPAT4	RALGDS	PPFIBP2	PLEKHB1	MAP7D1	PRIMA1	MOSPD2	APP	C12orf76	HIPK2	RTKN	SGK2	SLCO1A2	QKI	DCTN1	RETREG1	IGSF8	RHOG	GNG7	PAQR6	NTM-AS1	RAB40B	DOCK9	HMOX2	AGAP1	CCNY	PREX1	DNAJC6	FRYL	MPC1	TFEB	FAM13C	PRKCQ-AS1	MARCHF1	ASPA	TYRO3	BBX	DENND5A	PACRG-AS3	SLC22A15	MPP2	PRKAR1A	TMEM50A	ABHD17A	HID1	APIP	CYP2J2	LAMP1	PRICKLE1	NIPAL4	INTS13	CORO2B	CTNNA1	RNF130	TRIP12	HOXD1	LAMP2	SLC22A6	ANKRD40	ANO10	EPB41L2	WNK1	SCD	MINDY3	ATP6V0B	CHN2	MAP1A	ARPC5	STAMBP	SFT2D1	MCAM	NUAK1	INF2	TBC1D9	SYT11	CFL2	BTBD3	SERINC5	MFSD6	DLG1	TMTC4	INPP5A	APBB1	FADS1	CPM	PHLDA3	RASGRF2	CDC42SE1	TULP4	C20orf194	PAPSS1	ELOVL6	IL6ST	RYBP	DESI1	RRBP1	MIGA1	PXK	MPV17L2	PRDM2	OPALIN	HTATIP2	PSEN1	IPO13	RAB9A	BCAR1	TMEM184B	BPNT2	LMNA	DUSP26	GPR62	H1-2	GPRC5B	FAM222A	RICTOR	SCG5	CLMN	LINC00672	SLC6A15	BOK	TMEM256	DUSP7	PDE4DIP	IL1RAPL1	ABHD6	TMEM64	SOX8	ACER3	CLASP2	LHPP	SHISA2	JPT2	AMPD3	TMTC1	SIK3	TCTA	FAM174A	ANKRD44	ZEB2	AQP6	COPS2	SMPD1	ITPKB	VAMP3	TJAP1	SGCB	UBE2H	ROPN1	TIGAR	SPNS2	MAP4K4	PAIP2	KIF1A	POMGNT1	ORMDL2	RASGEF1B	CD200	ERMP1	SRSF8	NLRP14	COL4A5	EPS15	MAP1LC3B	KCNJ10	NINJ2	TMCC2	SLC45A3	FLNB	LCOR	AGPS	HOOK3	ENPP4	ZCCHC17	ENPP6	SAMD8	TMEM128	ARL2	AGPAT1	UNC5B	DTNB	SELENOI	ATF7	SILC1	GAMT	RPS6KA2	LRRC8B	ATL3	DNM3	FNIP1	SLCO3A1	HBEGF	RAP2A	TMEM230	AGFG1	CAHM	RASSF2	PPP2R2A	AMER2	JOSD2	SHISA4	PLPP1	PCP4	SPOCK3	KRT16P1	BCOR	SHKBP1	RNF220	RGS3	EMC10	FAH	SNHG9	SBDS	ADCK2	SETD7	TARS3	SEC14L5	ZDHHC11	KLHL32	NDUFAF3	C5orf15	NEO1	TIMP2	PHLDB1	CDC42EP2	MYO1E	HDAC11	P2RX7	SUN2	ZFAND5	TMEM132B	IFNGR1	GPR155	SCARB1	IKZF5	SLC7A14	KCTD8	ALAD	UBE2E2	SCAMP5	KLHL24	PTPRD	SNX30	WIPI1	MICALL1	SMURF1	DNAH17	HEYL	KIAA0556	ARHGEF10	COPA	SH3KBP1	SLC35A5	CREB5	RCBTB1	CLCN3	TMEM144	SUSD6	NCOR2	CYP51A1	ETFRF1	NBR1	KDM4C	RHOB	PAK1	PTP4A2	CDKN2AIPNL	TTL	MGAT5	ZFP57	ADIPOR1	PM20D1	PAIP2B	SLC6A9	TOM1L2	PHC2	S1PR5	RAB11B-AS1	CNDP1	MTMR2	FDFT1	PIP5K1B	IGSF11	RCAN1	CILK1	DNAJB2	ZSWIM6	MAPK6	PCSK6	DACT3	OSTF1	SRD5A3	GAREM1	DLG2	TMEM178A	NEK7	PIK3IP1	LIMD1	LDLRAP1	CPOX	DNAJA4	ADCY5	SMIM13	TPRN	PLA2G4C	PELI1	PSD3	CANT1	MYO1D	AIDA	RXRG	KLHL21	ADAP1	TSEN15	ACAN	HAGLR	SFTPC	DTD2	GAS6	CH17-340M24.3	C11orf58	VMP1	TMC6	PDE8A	TP53INP2	SLC13A3	CD164	GARRE1	STK39	ARHGAP23	TSC22D3	ADO	TOGARAM1	RAB21	PHYHIPL	KCNJ2	FAM131B	ERRFI1	KIF13A	CCDC90B	OLIG2	EML2	C4orf33	QDPR	STIM1	CTNNA3	SLC4A2	CCNYL1	CYLD	HR	ZER1	WASHC5	MFSD14B	ARHGEF37	MANEA	ATP5F1E	MAST3	TRAM1L1	MTRR	SLC25A46	HAPLN2	VKORC1L1	CSF1	PITPNA-AS1	C11orf71	NGFR	UBE2Z	SLC16A8	FAXDC2	BRSK1	STIMATE	KANK4	MTMR7	TXNDC9	TRIM62	PLAT	SAMD12	CLCN4	MARCHF2	PGAP4	LDLRAD4	TNS2	CHAMP1	UBE4B	PPP2CB	ZNF146	ANKH	ADIPOR2	BORCS5	RAPGEF5	GRB10	DUSP10	SEPHS2	STX6	TMBIM1	TCP11L2	TNS3	PDE1A	CDH19	NDRG1	RELT	FAIM	SPSB1	GALC	PPP2R5B	ACSL1	TMEM209	PCSK7	CTSV	TLCD5	RRAGC	FECH	PDXP	SPTSSA	SESN1	ULK2	TESK2	USP12	SSH2	CDK17	ARHGAP22	EGLN3	HMGCS1	UBR1	A1BG	TAF10	RBM48	LZTS2	TMTC2	RASA3	C6orf47	PIGG	HSD3B7	CTTN	SEMA3D	RALY-AS1	ZFYVE28	LRRC8D	BLOC1S2	AZGP1	LIG4	UNC13B	GLDN	GSN-AS1	MTMR10	FAM122A	TSPAN9	SAV1	KBTBD3	COBL	NIPSNAP3A	DNAJC12	FRS3	GAB2	LACTB2	NUDT12	AMBRA1	MFSD12	ZNF160	SMAD7	SYT9	LINC00467	GTDC1	GALNT6	SNX29	ATP9B	MANSC1	ELOVL7	CLCA4	FBN1	PDE3B	CEP104	ASB1	ETV6	SLC18A2	UBE2Q1	NAV2	PRKACB	BTBD16	TSPAN19	RNF103	LDLR
FAN_EMBRYONIC_CTX_OPC	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_OPC	PDGFRA	EPN2	SCRG1	PLPPR1	APOD	ARL4A	COL9A1	PCDH15	BEX1	MEG3	GRIA2	THY1	PLAT	LINC00643	PLLP	BCHE	LHFPL3	LRRC4C	GPR17	LIMA1	COL20A1	CA10	CNTN1	PHLDA1	SLC35F1	SEMA5A	SNAP25	KLRC2	PCSK1N	IL1RAP	SCN1A	SPRY4	SCG3	MPZL1	PDE4B	BRINP1	VXN	TAOK3	OLIG1	NXPH1	ARL2BP	TSPAN13	UCHL1	SLC1A1	ATCAY	C2orf80	CXADR	LRRK2	SNTG1	CCND1	TM4SF1	FIP1L1	PCDH20	BRINP3	CNPY2
FAN_EMBRYONIC_CTX_BRAIN_ENDOTHELIAL_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_BRAIN_ENDOTHELIAL_1	CLDN5	ITM2A	MFSD2A	APCDD1	SLC38A5	ESAM	RAMP2	CDH5	SLC7A5	ADGRL4	PECAM1	FLT1	IGFBP7	SRARP	GNG11	SLC2A1	IFI27	KDR	CD34	PCAT19	ROBO4	CAV1	PODXL	BSG	ENG	CD320	VWF	ABCB1	TFRC	PON2	SLC3A2	SLC7A1	SLC38A3	FN1	SLC16A1	TIE1	CSRP2	SLC9A3R2	SPARC	EPAS1	ECSCR	CLEC3B	DIPK2B	ID3	S100A16	CRIP2	CLEC14A	MMP28	ABLIM1	VIM	LAMA4	TM4SF18	FSTL1	S100A10	SERPINH1	CYYR1	ADGRF5	ID1	EMCN	JCAD	STRA6	TSC22D1	C1orf54	ARHGAP29	PRXL2A	CD93	HES1	COBLL1	RBP1	APLNR	TJP1	RELL1	IFITM3	TCN2	MYCT1	RGCC	ECM1	CLIC4	SLCO2A1	HOPX	RUNDC3B	LY6E	CAVIN3	SLC39A10	IFI6	MYO10	SAMM50	DPEP1	PALMD	RASGRP3	TM4SF1	LXN	VWA1	DLC1	CGNL1	QPCT	THSD1	APOLD1	TMEM204	VAMP5	CD82	NOTCH4	NAMPT	CNN3	HAPLN3	LEF1	IFITM1	TSPAN5	PAM	EFNA1	SMAD1	MYLK2	CAV2	IGFBP4	HYAL2	RHOC	SLC39A8	INSR	NECTIN2	LIMS2	NPDC1	ECE1	MYO6	YES1	CAPN2	SCARB1	SPTBN1	SPOCK2	ARHGAP18	LAMB1	CAVIN1	LAMC1	TAGLN2	S100A13	CA2	CA4	CD200	GALNT18	DNAJC1	EGFL7	HEG1	DOCK9	LMO2	GIMAP7	MYO1B	BHLHE40	CPD	TEK	ACVRL1	EMP2	JAM2	TTN	WWTR1	CCDC186	HID1	NID1	IL32	NOSTRIN	LRP8	BEX3	S1PR1	PLK2	PTPRB	ESYT2	PLLP	ACTN4	PROCR	CDH2	ZDHHC9	ZNF366	FKBP9	PRKCH	ERG	JUP	PPFIBP1	MAGED2	MAP4K2	POMP	MT2A	NPIPB3	GPCPD1	TUSC3	MYH10	CD151	COX7A1	MT1F	OCLN	PTP4A3	BCL6B	HSPA12B	TPM4	WFS1	DSP	LAPTM4A	CAVIN2	RAPGEF4	SLC16A2	SEMA6A	DSTN	SLC5A6	MT1E	ITGA6	CYB5R3	FKBP1A	ANXA1	SPINK8	CETP	FOXQ1	RPS6KA2	PLS3	CDH6	COL6A2	AFAP1L1	PPM1H	SLC7A11	NID2	LAMB2	FXYD5	FLT4	NKD2	OCIAD2	TGM2	CDH11	PPIC	GPD1L	BMPR2	PFKL	UTRN	GGT5	RGS3	SLC16A14	FOXF2	SORBS3	AFDN	ADGRL2	LMCD1	ARAP3	STX3	IFI44	NES	SH2D3C	STXBP1	RRAGA	LAPTM4B	PRSS12	SOX7	TTYH2	CARHSP1	MMRN2	PDXK	PXN	TSPAN6	PTPRG	ADCY4	FRY	TMEM88	TIMP1	GBP4	FHL3	IGFBP2	PLXND1	TCF4	MLEC	BLCAP	PGRMC1	FOXC1	TLE1	SERINC5	CCDC141	SMTN	MSRB3	CYB5A	KLHL5	ALPL	MECOM	PROM1	SESTD1	MFAP2	SLC1A4	KLF4	ISG15	SLC52A2	LSR	SLCO1A2	SEMA3G	PCDH12	RASIP1	SOX18	TMEM50B	NEIL1	SPARCL1	PPA1	C12orf57	NOS3	DACH1	ABLIM3	PELO	CHST12	PKP4	ST6GALNAC1	PLEKHG1	LDLRAD3	IGF1R	PTPRM	ARL2	TMEM45B	DLL4	TUBB6	SLC2A3	IGF2BP2	UNC5B	IFI44L	CDC42EP4	IFNAR2	FLNB	PHLDB1	KITLG	RHOJ	PXDN	RAI14	HIP1R	PLAAT3	ITGA5	CDC42EP1	RAPGEF5	NOTCH1	EBF1	PDLIM2	EFR3B	CLIC1	IFIT1	VWA2	SVIP	ZIC2	SHC2	NQO1	CSRP1	CCN1	MMP25	SMG1P2	CTHRC1	SOX17	MATN2	GDPD5	GADD45A	ADM	AHNAK	MT1X	DIPK1B	ARHGEF15	CDA	MX1	BBS9	CEP112	PRCP	PRXL2B	MEGF6	COL5A2	MAGI1	LRRC17	ADAM15	ELN	HMCN1	AFAP1L2	SNTB2	ATP10A	APOL4	MOB2	LRATD1	BCR	DNPEP	TRIM16	ABHD17A	KANK3	MYORG	CLEC2B	MAOA	SVIL	AIF1L	TSPAN9	HDAC7	NIBAN2	TDRP	USHBP1	FZD4	SLC7A8	FZD6	MGST2	CLTB	AXIN2	TBX3	LAMA5	CD9	HPCAL1	PIK3R6	PCBD1	EDN1	CLIC5	MDK	FAM171A1	GJA1	IMPDH1	BST2	DEGS2	KIAA1671	ZIC3	MICALL2	STARD4-AS1	ACVR1	SORBS1	SMAGP	CALCRL	RFTN2	FOXF1	PLCB4	CD27	C1orf115	OXR1	GRPEL2	HEY1	DOK4	MANSC1	PARP12	TNS2	PREX2	MALT1	PDE4B	SLC31A1	ACE	ANGPT2	SULT1C4	PARVA	IFI35	ITPR3	FAM43A	D21S2088E	SLC14A1	TMTC4	DGAT1	LIFR
FAN_EMBRYONIC_CTX_BRAIN_ENDOTHELIAL_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_BRAIN_ENDOTHELIAL_2	RGS5	PDGFRB	CALD1	NOTCH3	ATP1A2	BGN	COL4A1	LAMC3	NDUFA4L2	SPARC	COL4A2	PTN	ITIH5	COL1A2	SLC6A1	FN1	CD248	SLC6A12	KCNJ8	CCDC3	TFPI	PRELP	PLXDC1	GGT5	EDNRA	LHFPL6	COL6A1	IGFBP7	FRZB	MCAM	CPE	AGRN	DLC1	FOXS1	TPM2	SEMA5A	NR2F2	FSTL1	HIGD1B	PLOD1	ZEB1	UACA	SPARCL1	LAMA4	DCN	MYO1B	COL3A1	PCDH18	ITGA1	LGALS1	PLAC9	COL6A2	CYTH3	NID1	LMNA	PLCE1	GNG11	SLC12A2	FERMT2	IFITM3	CSPG4	ARHGAP29	GPER1	SLC12A7	CD9	CDH6	PDE8B	ABCC9	MGLL	COL18A1	LGALS3BP	LAMB2	IFITM1	VCL	LAMB1	SEPTIN11	ECE1	COL9A1	TPM4	LAMC1	MYL9	SEPTIN4	TGFB1I1	COLEC12	ISYNA1	RBP1	SPRY1	CLEC11A	ITGB1	LAMA2	VAMP5	SLC20A2	COX7A1	GUCY1B1	THY1	PTK2	SERPINH1	SERPING1	CDH11	CNN3	MAGED2	CRIP2	MFGE8	GJC1	TJP1	PTGDR2	SMOC2	EPS8	HES1	S1PR3	F2R	TBX2	ANPEP	SPON2	ADORA2B	EBF1	SYNE2	SEPTIN7	ADA	PGF	ARHGEF17	CFAP20	RBMS3	FLNA	SLC38A11	PDE7B	PCOLCE	PTEN	PAPSS2	COL5A2	PPP1R14A	PARVA	DMD	PDLIM7	NTM	MAP1LC3A	CTNNBL1	CRIP1	TIMP1	TAGLN2	C11orf96	SGCE	GUCY1A2	EHD2	CYTOR	MAP3K20	NID2	ACTN1	PDZD2	OLFML2A	TMEM204	CAVIN3	FXYD6	GPRC5C	FAM20A	MYLK	ITPR1	PTPRK	TESC	PXDN	SNAI2	EPAS1	FOXF2	ANXA2	TCEAL9	TNKS1BP1	LDHB	ATP1B2	TMEM74B	AK1	GNG12	SNRK	HES4	SH2D3C	SYTL2	AEBP1	GPM6B	VIM	FBLN1	PLS3	EFEMP2	GUCY1A1	ZIC1	CCDC102B	KANK2	TAGLN	CFH	ADGRD1	UNC5B	TSPAN12	P2RY14	FARP1	PELO	ITGA11	PKIG	CTTN	TIMP3	HEYL	GRM3	RASL12	RERGL	SMTN	SLC9A3R1	SELENOM	ZYX	ATP5F1D	TRPC6	KCNE4	PTH1R	HEY2	RFTN1	CDC42BPA	ADAM12	HTRA3	RHOC	PDLIM1	TRIB2	ECM1	PPP1R12A	ADAM33	MYOF	AMOTL2	CD151	PDE8A	NODAL	INPP4B	PLEKHA5	EPB41L1	TNFRSF21	BCHE	DGKH	SLC43A3	CSAG1	APOD	AMOTL1	TBX18	FAM162B	SASH1	C12orf57	PDE5A	CCR10	MDK	PMP22	COX7B	GGT1	LUM	NR2F1	STARD13	TBXA2R	ITSN1	CCDC80	PDLIM2	RAPGEF4	VSTM4	DOCK6	LRRC32	SNHG18	MYO6	FRMD6	CDC42EP1	ITGA4	PHACTR2	GMDS	AKAP12	AASS	MPRIP	DPY19L2	EPN2	ARHGAP10	ECM2	CPPED1	LZTS1	AKIRIN1	PLAGL1	GJA4	RNF24	ILK	JAK1	TNS1	ST3GAL5	GALNT18	MYH9	ANGPTL4	PRKG1	CA4	PPFIBP2	TNFAIP8L1	DENND2B	ARHGEF12	NFATC4	PARD3	ANXA6	EMP2	CYC1	HCFC1R1	BMP1	LURAP1L	ARHGAP42	PID1	GOLIM4	SGPL1	LIMA1	NT5DC2
FAN_EMBRYONIC_CTX_MICROGLIA_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_MICROGLIA_1	MKI67	TOP2A	UBE2C	CENPF	NUSAP1	GTSE1	CDK1	PRC1	HMGB2	H4C3	CKS1B	H2AZ1	SMC4	AURKB	BIRC5	KIF11	ANLN	CKAP2L	ARL6IP1	TPX2	ASPM	TACC3	CDC20	HMMR	HJURP	H2AX	SGO2	PTTG1	CKAP2	ZWINT	PCLAF	CENPE	TK1	CKS2	CCNA2	KIF22	CCNB2	TUBA1C	TMPO	H2AZ2	BUB3	C21orf58	KIF23	DLGAP5	KPNA2	CDKN3	TROAP	CDKN2C	CDCA3	IQGAP3	H2AC17	RRM2	FOXM1	KIF2C	CDCA8	NUF2	PLK1	ASF1B	KIF20A	DTYMK	SPAG5	TUBB4B	SHCBP1	CIT	PIMREG	CCDC18	ANAPC11	BUB1B	BUB1	RPS27L	KIF20B	AURKA	MXD3	CENPM	SPC25	NDC80	CCNB1	DEPDC1	ANP32E	ARHGAP11A	CEP152	RAD21	PBK	SGO1	NCAPH	KIF18B	FAM111A	KNL1	TTF2	NUCKS1	FBXO5	CENPN	DEK	ATAD2	NCAPD2	CKLF	SMC2	RHEB	CKAP5	HERC5	EZH2	NCAPG	SRSF10	MELK	KIF15	CENPW	EVI2B	KIF14	SRSF3	CDCA2	CCNF	CENPU	NCAPG2	FANCD2	CENPC	CLSPN	MAD2L1	BRCA2	SMC1A	CDK2AP2	MND1	RAD51AP1	CDC27	CEP55	ITGB3BP	FAM83D	BARD1	MZT1	DDX39A	ESPL1	HP1BP3	DEPDC1B	POLQ	CNTRL	CDC25C	PHF19	H1-3	TMEM106C	PRR11	ESCO2	PCNA	MRPL18	UBE2T	ATAD5	KIF4A	TTK	PLK4	TCF19	AC091057.1	KNSTRN	GGH	GLA	DIAPH3	SIVA1	NRM
FAN_EMBRYONIC_CTX_MICROGLIA_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_MICROGLIA_2	CCL3	FOSB	IL1B	CD83	CCL4	IER2	AC020916.1	IER3	PPP1R15A
FAN_EMBRYONIC_CTX_MICROGLIA_3	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_MICROGLIA_3	CD68	C1QC	P2RY12	C1QB	FOLR2	GPR34	CTSB	TREM2	CTSC	LGMN	SLCO2B1	CREG1	ADAM28	ASAH1	CTSD	SIGLEC10	ALOX5AP	SLC1A3	MERTK	TBXAS1
FAN_EMBRYONIC_CTX_BRAIN_MYELOID	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_BRAIN_MYELOID	S100A4	S100A6	FGL2	HLA-DRA	LYZ	CD74	HLA-DPA1	HLA-DPB1	HLA-DRB1	TYMP	CSTA	IFI30	CD52	S100A9	PLAC8	FCN1	IFITM3	LSP1	S100A10	ANXA2	HLA-B	EMP3	FGR	NEAT1	IFITM2	COTL1	LILRB2	TIMP1	CD44	MS4A6A	CFP	LGALS1	CRIP1	TKT	S100A11	VIM	ADGRE5	C1orf162	LY6E	UTRN	LILRB3	TNFSF13B	PLAUR	NAPSB	SERPINA1	CARD16	SPI1	PLXNB2	KLF2	POU2F2	KLF4	CEBPB	TNFAIP2	SECTM1	DOK2	HLA-A	IRF1	APOBEC3A	HCST	ISG15	CTSS	HLA-DQB1	NBPF10	FXYD5	NFKBIA	JAML	HCK	TGFBI	PSMB9	CLEC2B	CPPED1	GPBAR1	PLEKHO1	GRK2	NFKBIZ	AP1S2	PNPLA6	TXNIP	PTP4A2	IER5	APOBR	CLEC12A	ITGAX	CD48	C5AR1	MYO1F	HLA-DMA	STXBP2	ITGAL	CSK	PTGS2	LILRA5	ADA2	CLEC7A	CHD1	S100A8	CD300E	SOCS3	MX2	LRRC25	NAMPT	LRRFIP1	EFHD2	TMEM176B	LST1	TRIM25	TMEM131L	SIN3B	CFD	CXCR4	WARS1	NLRP1	KLF13	HSPA7	MAFB	ANXA1	PANK2	DNAJA4	RETN	IFI44L	RIPOR2	WIPI2	VCAN	IQGAP1	OSCAR	AIP	ATF3	ARHGEF2	CALHM6	ARF6	TNFRSF14	PLCB2	MT2A	TENT5A	PRAM1	TSPAN32	SCIMP	BCL2A1	CHCHD10
FAN_EMBRYONIC_CTX_BRAIN_B_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_BRAIN_B_CELL	HLA-DRA	CD74	CD52	HLA-DPA1	CD79A	HLA-DRB1	PTPRCAP	CXCR4	CD79B	HLA-B	PLAC8	CD69	MS4A1	TCL1A	VPREB3	LIMD2	HLA-DPB1	LSP1	CD22	CD37	HLA-DMA	IGLL5	TAGLN2	SPIB	EEF1D	LTB	LINC01781	PAX5	BANK1	HLA-C	RAC2	HLA-DMB	CORO1A	HLA-DQB1	BIRC3	RIPOR2	CYTIP	HLA-A	ISG20	NIBAN3	CYB561A3	SEPTIN1	PTPN6	FCMR	PSME1	SYTL1	FCRL1	FCRLA	SP140	SP110	MZB1	ARHGAP15	AFF3	KIAA0040	SMIM14	UTRN	PDE4B	CD48	SWAP70	HLA-DQA2	PLEKHA2	CRIP1	P2RX5	IL2RG	PDLIM1	GAS5	LY9	CD19	LINC00926	CLEC2D	ELF1	QRSL1	RPL13A	CD55	CD47	ACAP1	NCF1	PIM2	TXNIP	GPR18	ATP2A3	RALGPS2	PPP1R14A	ADD3	ALOX5	TTN	PCNP	RHOH	NCF1C	BTG1	SEPTIN6	SLC38A1	PSME2	ARID5B	FCRL2	EBF1	CD72	IKZF3	PSMB9	BCL7A
FAN_EMBRYONIC_CTX_BRAIN_EFFECTOR_T_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_BRAIN_EFFECTOR_T_CELL	IFITM2	IFITM1	NKG7	KLRF1	CST7	GZMA	CLIC3	KLRB1	LSP1	CD7	PRF1	PTPRCAP	HLA-B	RAC2	CTSW	IL2RG	HCST	KLRD1	XCL2	PLAC8	GZMB	SAMD3	XCL1	GIMAP7	MYL12A	APOBEC3G	IL2RB	CD48	SH2D1A	HLA-A	SH2D1B	S1PR5	IRF1	CCL4	CD69	FGR	PLEK	BTN3A2	EMP3	ID2	HLA-C	CD3E	KLRC1	DOK2	CRIP1	TXK	CD247	CHST12	ADGRE5	PTPRC	PLAAT4	LCK	HOPX	DUSP2	TXNIP	SEPTIN1	ABI3	ARHGEF3	SKAP1	PVRIG	GIMAP4	DENND2D	PYHIN1	LIMD2	CD160	CARD16	SRGN	HLA-H	SLAMF7	CLIC1	LY6E	SYNE1	S100A4	TSTD1	LITAF	BTG1	IQGAP1	PSMB9	ADAM8	CCND3	ITGAL	CLEC2B	CD44	FGFBP2	RUNX3	CMC1	RAP1B	ICAM3	ACAP1	STK17B	HLA-F	IL18RAP	PIP4K2A	CYTIP	SPON2	EOMES	CD96	CORO1A	LAIR2	SH2D2A	SYTL1	MSN	AKNA	TBC1D10C	STK10	LCP1	PRKCH	RASSF5	DGUOK	GZMH	TSEN54	RIPOR2	FKBP11	ZAP70	KLRC3	CD244	SLC9A3R1	STAT4	TMEM71	SEPTIN6	ARID5A	PTPN4	ARPC5L	CDC42SE2	FYN	PRKACB	LINC00861	HSH2D	GMFG	GPR65	IQGAP2
FAN_EMBRYONIC_CTX_BRAIN_NAIVE_LIKE_T_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_EMBRYONIC_CTX_BRAIN_NAIVE_LIKE_T_CELL	IL7R	CD52	CD3D	IL2RG	LTB	SELL	LSP1	IL32	TCF7	CD3G	LCK	PLAC8	SEPTIN1	CD3E	IFITM1	CD44	CYTIP	EMP3	LAT	LIMD2	LDHB	GIMAP7	CD2	CD7	PTPRCAP	ADD3	NOSIP	HLA-B	LEF1	RPL13A	CNN2	ABRACL	ISG20	CD27	LINC00861	ACAP1	RAC2	CLEC2D	HLA-A	CCR7	TAGLN2	RIPOR2	STK17B	MYL12A	CRIP1	ARHGDIB	OXNAD1	EEF1D	ETS1	GMFG	CD96	CORO1A	TNFAIP8	ICAM3	FCMR	CD69	TSTD1	LY9	GPSM3	TSC22D3	ANXA1	IL16	SATB1	TMEM123	CD5	TRAT1	TBC1D10C	OCIAD2	CCND3	DENND2D	TXNIP	MCUB	PTPRC	SKAP1	SEPTIN6	ARHGAP15	NPM1	SYTL1	SAMD3	PIK3IP1	PRKCQ-AS1	FAM107B	ARL4C	LIME1	ITK	CHI3L2	FLT3LG	SMC4	FXYD5	RHOH	TRAF3IP3	HLA-C	PRMT2	CXCR4	TUBA4A	ZAP70	ACTN1	GIMAP4	PSMB9	DGKA	TESPA1	SCML4	TOB1	PDCD4	MAL	SH2D1A	TXK	TES	CD40LG	CD48	LRRFIP1	PVRIG	PIM2	APRT	LEPROTL1	ICOS	IL27RA	TLE5	GSTK1	BTN3A2	MYC	CD6	TC2N	LRRN3	CDC42SE2	C16orf54	LDLRAP1	PLAAT4	CYFIP2	LPIN1	HPGD	STK38	JAML	RRN3P1	FAM117B	GBP2	THEMIS	CAMK4	CIB1	NSMCE1	FGD3	EPHX2	ID3	TRABD2A	GPR171	RGCC	RSL24D1	SEPTIN9	RCAN3	PRKCH	TNFAIP3	HLA-F	PCMTD2	PSMB8	SERINC5	MTERF4	ARHGEF1	STK4
MANNO_MIDBRAIN_NEUROTYPES_BASAL	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_BASAL	ACTB	ACTG1	ATF4	ATP5F1B	ATP5F1E	ATP5PB	ATP5ME	ATP5MG	ATP5PO	BRK1	BZW1	ATP5MPL	FMC1-LUC7L2	CFL1	CHCHD2	COX4I1	COX6B1	COX6C	DDX5	DYNLL1	EEF1A1	EEF1G	EEF2	EIF4A2	FAU	GABARAP	H3-3B	HNRNPA2B1	HNRNPDL	HNRNPK	HNRNPU	HSPA8	MARCKS	NACA2	NDUFA13	BEX3	PARK7	PCBP1	PFDN5	PSMB4	RBM39	RBM8A	RPL13	RPL14	RPL15	RPL28	RPL3	RPL31	RPL34	RPL38	RPL41	RPL6	RPL7	RPL7A	RPL8	RPL9	RPS27A	RPS4X	RPS8	RSRC2	SAP18	SEC61B	SEC61G	SERBP1	SF3B1	SKP1	SLC25A3	SON	SRP14	SRSF5	SUB1	SUMO2	ELOB	TSC22D1	TUBA1B	UBB	UBL5	UQCRB	UQCRQ
MANNO_MIDBRAIN_NEUROTYPES_HENDO	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HENDO	A2M	AAMDC	ABCA1	ABCB1	ABCB4	ABCG1	ABCG2	ABHD17A	ABLIM1	ABLIM3	ACE	ACOT9	ACSL5	ACSS1	ACTN1	ACTN4	ACVR1	ACVRL1	ADAM1A	ADAM15	ADAMTS1	ADAMTSL2	ADAMTSL4-AS1	ADCY4	ADM	ADM5	ADORA2A	ADORA2A-AS1	AFAP1L1	AFAP1L2	AFF1	AHNAK	AJAP1	AKAP12	ALPL	AMOTL1	ANGPT2	ANGPTL4	ANKRD37	ANXA1	ANXA11	ANXA2R	ANXA3	ANXA4	ANXA5	AP1S2	APCDD1	APLN	APLNR	APOL4	APOLD1	APRT	ARAP2	ARAP3	ARC	ARHGAP18	ARHGAP29	ARHGEF1	ARHGEF12	ARHGEF15	ARPC1B	ASAH1	ASB9	PGGHG	ATP8B1	AXIN2	B2M	B4GALT1	BCAM	BCAP29	BCL3	BCL6B	BMP4	BNIP2	BOK	BSG	BTNL9	TOMM40	ERC2-IT1	C1orf115	C1orf54	SRARP	C2CD4B	TCIM	CA2	CA5A	CALCRL	CARD8	CASP1	CASP12	CASP3	CASP4	CAST	CAV1	CAV2	CCDC141	CCDC186	CCDC68	CCDC85B	CCM2L	CCNL1	CCNY	CD164	CD19	CD27	FCGR2A	CD34	CD4	CD55	CD59	CD81	CD82	CD93	CDA	CDC42EP2	CDH11	CDH5	CDKN1A	CDKN2B	CEACAM21	CERS2	CETP	CFLAR	CGNL1	CHST15	CHST3	CHST7	CKMT2	CLDN5	CLEC14A	CLEC1A	CLEC2B	CLEC3B	CLIC2	CLIC4	CLIC5	CNN2	COBLL1	COX7A1	CPD	CPNE2	CPNE5	CPT1A	CREB5	CREM	CRIM1	CRTAP	CSF3	CSGALNACT1	CSRNP1	CSRP1	CSRP2	CTDSP1	CCN2	CTHRC1	CXCL1	CXCL12	CXCL2	CXCL8	DIPK2B	CYB5A	CYBA	CCN1	CYYR1	DAB2	DAP	DCBLD1	DDIT3	DDX58	DEDD2	DEGS2	DENND2C	DENND3	DGKE	DHRS3	DLL4	DNASE1L1	DNASE1L3	DOCK6	DOCK9	DOK4	DPEP1	DSP	DTX3L	DUSP1	DUSP5	DUSP6	DYSF	ECE1	ECM1	ECSCR	EDN1	EDN3	EEA1	EFCAB14	EFNA1	EFNB2	EGFL7	EGR1	EGR2	EGR3	EHD4	ELF1	ELL2	ELN	ELOVL1	ADGRL4	EMCN	EMP1	EMP2	ENG	ENTPD1	EOGT	EPAS1	EPHA2	EPHB4	EPHX4	ERF	ERG	ERVMER34-1	ESAM	ESM1	ESYT2	ETS1	ETS2	EVA1B	F11R	F2RL1	FABP4	FAM124B	NIBAN1	FAM189A1	PRXL2A	FAM43A	FAM78A	FAM89A	FAR2	FBLN2	FCGRT	FCHO2	FES	FGD5	FGR	FHL3	FKBP1A	FKBP5	FLI1	FLNB	FLT1	FLT4	FLVCR2	FMNL3	FN1	FOLH1B	FOS	FOSB	FOXC1	FOXF1	FOXF2	FOXL2	FOXL2NB	FOXN3	FOXQ1	FRMD4B	FRMD6	FRMD8	FSCN1	FSTL1	FUT1	FXYD5	FZD4	FZD6	GAB1	GABRE	GADD45A	GADD45B	GALNT18	GAS6	GATA2	CASTOR1	GBP4	GBP6	GDF15	GDPD5	GGT5	GIMAP1	GIMAP4	GIMAP5	GIMAP6	GIMAP7	GIPC3	GJA1	GJA4	GJC2	GLRX	GMFG	GNA14	GNAI2	GNG11	GNG5	GPCPD1	GPD1L	ADGRF5	ADGRA2	GPR146	GPR155	GPR4	GRAP	TAMALIN	GRN	GRPEL2	GUK1	GZMA	HAPLN1	HAPLN3	HBA1	HBA2	HBB	HBEGF	HBG1	HBG2	HDAC7	HEG1	HELZ2	HERPUD1	HES1	HEY2	HHEX	HIC1	HID1-AS1	HLX	HOPX	HPGD	HRCT1	HSD17B14	HSPA12B	HSPA2	HSPB1	HSPG2	HTRA1	HYAL2	ICA1	ICAM1	ICAM2	ICAM4	ICOSLG	ID1	ID3	IER2	IFI16	IFI27	IFI35	IFI44	IFI44L	IFI6	IFITM2	IFITM3	IGFBP2	IGFBP3	IGFBP4	IGFBP7	IKBKE	IL32	IL4R	IL6ST	INPP5D	INSR	IQGAP1	IQGAP2	IRF1	IRF2	ISG15	ISLR	ISM1	ITGA1	ITGA5	ITGA6	ITGB1	ITM2A	ITPKB	ITPR3	ITPRIP	ITPRIPL2	ITSN2	IVNS1ABP	JAG1	JAG2	JAK1	JAM2	JPH1	JUN	JUNB	JUP	KANK2	KANK3	KANK4	KCNJ2	KDR	MYORG	CRACDL	JCAD	KIAA1671	KITLG	KL	KLF1	KLF13	KLF2	KLF3	KLF4	KLF6	KLHL29	KLHL5	KLHL6	KRT14	KRT5	LAMA4	LAMB1	LAMB2	LAMC1	LAPTM4A	LATS2	LAYN	LCP2	LDB2	LDLR	LDLRAP1	LEF1	LEPR	LGALS9	LHFPL2	LHX6	LIFR	LIMS1	LIMS2	LIPA	LMCD1	LMO2	CCT8L1P	LONRF3	LPAR6	ADGRL2	LPP	LRP8	LRRC36	LRRC55	LRRC8C	LSMEM1	LSR	LTBR	LUZP1	LXN	LYL1	LYSMD2	MAFF	MAGT1	MALT1	MAOA	MAP3K1	MAP3K11	MAP4K2	MAP4K3	MAST4	MATN3	MBNL2	MCAM	MCF2L	MCL1	MDN1	MECOM	MEF2A	MEF2C	MEF2D	MEGF6	MFNG	MFRP	MFSD2A	MGAT1	MGST2	MICOS10-NBL1	MIR155HG	MIR17HG	MIR211	MIR22HG	MKNK2	MMD	MMP25	MMP28	MMRN2	MPP1	MSN	MSRB3	MT1E	MT1F	MT1X	MT2A	MTUS1	MYC	MYCBPAP	MYCT1	MYH9	MYL12A	MYL12B	MYLK2	MYO1B	MYO1C	MYO5C	MYO6	MYRIP	MYZAP	N4BP3	NAMPT	NEDD9	NEIL1	NID2	NKD1	NLRC3	NMI	NOD1	NOS2	NOS3	NOSTRIN	NOX4	NPAS2	NPC2	NPDC1	NPIPB3	NPIPB5	NPR1	NQO1	NR1D1	NR3C1	NR4A1	NR4A3	NRP1	NRP2	OSMR	OSTF1	PABPC4L	PALD1	PALMD	PAM	PAQR5	PARP12	PARP14	PARP9	PCAT19	PCDH12	PCED1B	PDE4B	PDE7B	PDE8A	PDGFB	PDK4	PDXK	PEAK1	PECAM1	PELO	PER1	PFKL	PFN1	PGF	PHLDA1	PICALM	PIEZO1	PIK3CB	PIK3IP1	PIK3R6	PINK1	PITPNA	PKIG	PKP4	PLAAT3	PLA2G4C	PLAUR	PLCB3	PLCG2	PLEKHA1	PLEKHG1	PLEKHG2	PLIN2	PLK2	PLLP	PLOD1	PLS3	PLSCR1	PLVAP	PLXND1	PMAIP1	PNP	PNRC1	PODXL	POLD4	POMP	PON2	PPFIBP1	PPIC	PPM1H	PRCP	PRDM1	PREX1	PRICKLE2	CAVIN3	PRKCH	PRKD3	PROCR	PROSER2	PRSS12	PRX	PTBP1	PTGS2	PTPRB	PTPRG	PTPRM	CAVIN1	NECTIN2	PXDC1	PXN	PZP	QPCT	RAB13	RALB	RAMP2	RAPGEF3	RAPGEF4	RAPGEF5	RAPH1	RARG	RASGRP2	RASGRP3	RASIP1	RASSF3	RBMS1	RBMS2	RBP1	RBPMS	RCAN1	RCSD1	REEP3	RELL1	REST	RFTN2	RGCC	RGL1	RGS3	RHBDF2	RHOA	RHOB	RHOC	RHOJ	RNASE1	RNF135	RNF144B	RNF19A	ROBO4	RPS28	RPS6KA2	RPS6KA3	RRAS	MBTPS1	S1PR1	SAT1	SCARB1	SCARF1	SCML1	SDC3	SDCBP	CAVIN2	SEC14L1	SEL1L3	SELE	SEMA3G	SELENOP	SERINC5	SERPINB6	SERPINB8	SERPINE1	SERPINH1	SERTAD1	SESTD1	SGK1	SH2B3	SH2D3C	SH3BP4	SH3PXD2A	SH3TC1	SHANK3	SHC1	SHE	SHROOM1	SHROOM4	SIK1	SLC16A1	SLC16A14	SLC16A2	SLC16A3	SLC16A4	SLC16A5	SLC1A4	SLC22A23	SLC26A2	SLC2A1	SLC2A3	SLC31A1	SLC35F2	SLC38A2	SLC38A3	SLC38A5	SLC39A1	SLC39A8	SLC3A2	SLC46A3	SLC4A1	SLC52A3	SLC5A6	SLC7A1	SLC7A11	SLC7A5	SLC7A8	SLC9A1	SLC9A3R2	SLCO1A2	SLCO2A1	SLCO2B1	SLK	SMAD1	SMAD6	SMAD7	SMAGP	SMARCA2	SMCO4	SMG1P3	SMTN	SNAP23	SNHG12	SNHG8	SNRK	SNX3	SOCS3	SOD2	SOS1	SOX17	SOX18	SOX7	SP6	SPINK8	SPOCK2	SPRY4	SPSB1	SPTBN1	SPTSSA	SPX	SQOR	SQSTM1	SRGN	ITPRID2	ST3GAL1	ST6GAL1	ST6GALNAC1	STAB1	STARD13	STARD4	STARD8	STAT3	STAT6	CDK7	STOM	STRA6	STX3	STXBP2	SUCLG2	SULT1C4	SVIL	SYNGR2	SYPL1	TACC1	TAF1C	TAGLN2	TAX1BP3	TBC1D4	TBX1	TBX3	TBXA2R	TCF15	TCF4	TCIRG1	TCN2	TEK	TNS2	TES	TFEB	TFRC	TGFB1	TGFBR2	TGM2	THBD	THSD1	TIAM1	TIE1	TIMP1	TJP1	TLE1	TLN1	TLR4	TM4SF1	TM4SF18	TM6SF1	TMBIM1	TMC6	TMC7	TMEM123	STING1	TMEM19	CEMIP2	TMEM229B	C2CD2L	TMEM255B	TMEM37	TMEM45B	TMEM88	PGAP6	TMOD3	TMSB4X	TNFAIP1	TNFRSF14	TNFRSF1A	TNFRSF1B	LTA	TNRC6C-AS1	TNS1	TOR4A	TP53I11	TPD52L1	TPM4	TRAM1	TRAM2	TRIM38	TSC22D3	TSPAN14	TSPAN5	TSPAN9	TTC29	TTN	TTYH2	TUBB6	TWIST1	TXNIP	UACA	ULBP2	UNC5B	USHBP1	USP53	USP54	UTRN	VAMP3	VAMP5	VASH1	VCL	VEGFC	VIM	VIP	VSIG2	VWA1	VWA2	VWF	WASF2	WDFY1	WDR1	WFS1	WIPF1	WIPI1	WWTR1	XAF1	XIRP2	YBX3	YES1	YPEL2	ZBTB2	ZBTB38	ZC3HAV1	ZFAND2A	ZFP36	ZFP36L1	ZFP36L2	ZIC2	ZIC3	ZIC5	TMEM35B	ZNF366	ZYX
MANNO_MIDBRAIN_NEUROTYPES_HPERIC	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HPERIC	A2M	AAMDC	ABCA1	ABCA9	ABCC9	ABHD17A	ABHD2	ACOT9	ACTA2	ACTN1	ADA	ADAM12	ADAM9	ADAMTS1	ADAMTS18	ADAMTS4	ADAP2	ADCY4	ADORA2B	GRK3	AFAP1L2	AGAP2-AS1	AGRN	AKAP12	ALDH9A1	ALX4	JAML	AMOTL1	ANGPT2	ANGPTL4	ANKRD37	ANKRD44	ANPEP	ANTXR1	ANXA2	ANXA4	ANXA5	ANXA6	AP2S1	APOBEC3C	APOE	APOL6	APOLD1	ARAP3	ARHGAP1	ARHGAP15	ARHGAP24	ARHGAP26	ARHGAP29	ARHGAP42	ARHGAP6	ARHGDIB	ARHGEF12	ARHGEF17	ARHGEF4	ARHGEF6	ARID5B	ARRDC2	ASAH1	ASB9	ATF3	PGGHG	ATP1A2	ATP1B2	ATP1B3	ATP8B1	AVPR1A	AXIN2	AXL	B2M	B4GALT3	BCAP29	BCHE	BCL3	BCL6	BGN	BTN3A3	C11orf96	C16orf89	EML2-AS1	C1QTNF1	C1S	SLC66A3	C9orf153	CA2	CA4	CACNA1C	CACNB4	CADM4	CALCRL	CALD1	CALU	CAMK2D	CASP4	CAST	CAV2	CCDC17	CCDC3	CCDC8	CCL2	CCL8	CCM2L	CD163L1	CD164	CD19	CD248	CD4	CD44	CD63	CD81	CD9	CDC42EP2	CDC42EP5	CDH11	CDH6	CDKN1A	CEBPB-AS1	CEBPD	CETP	CFH	CFHR1	CHCHD1	CHMP1B	CHST2	CHSY3	CISD1	CISH	CLDN7	CLEC11A	CMKLR1	CMTM6	COBLL1	COL18A1	COL1A2	COL21A1	COL3A1	COL4A1	COL4A2	COL5A2	COL5A3	COL6A1	COL9A1	COLEC11	COLEC12	COX4I2	COX7A1	CPED1	CPQ	CPT1A	CREM	CRIP1	CRISPLD2	CRTAP	CSAG1	CSPG4	CSRNP1	CTDSP1	CTSK	CXCL2	CYBA	CYP4X1	CCN1	CYSLTR1	CYSTM1	CYTH3	DAAM2	DACT1	DACT3	DBH	DBNDD2	DCBLD1	DCLK3	DCN	DDIT3	DGKA	DGKH	DNAJB4	DNAJC15	DNM3OS	DOCK1	DOCK6	DRAM1	DSP	DUSP5	DYNLT3	EBF1	ECE1	ECH1	ECM2	EDNRA	EFCAB14	EFCAB5	EFEMP2	EFHD2	EGR1	EGR2	EGR3	EHBP1L1	EHD2	ELL2	ELOVL1	EMCN	EMILIN1	EML3	EMP2	ENPEP	ENTPD1	EPAS1	EPB41L1	EPB41L2	EPHA2	EPHB4	EPHX1	EPS8	EPSTI1	ERF	ETS1	EVA1B	EVA1C	F2R	F2RL2	F3	FABP4	NIBAN1	FAM13A	FAM162B	SERF1A	FAM43B	TENT5A	FAR2	FARP1	FBN1	FCGRT	FCHSD1	FERMT2	FES	FGD5	FHL5	FILIP1L	FKBP1A	FKBP5	FLNA	FMNL3	FMO1	FN1	FNDC3B	FOS	FOSB	FOXC1	FOXD1	FOXF2	FOXL1	FOXQ1	FOXS1	FRMD4B	FRMD6	FRMD6-AS1	FRMD8	FRZB	FSTL1	FZD1	GAB1	GABRE	GADD45B	GALNT18	GAS6	CASTOR1	GBGT1	GDF15	GEM	GGT1	GGT5	GGTLC2	GIMAP2	GIPC3	GJA4	GJA5	GJC1	GLA	GLRX	GLS	GLT8D2	GMFG	GNG11	GNG12	GP1BB	GPC1	GPER1	GPNMB	ADGRF5	ADGRA2	ADGRD1	GPR21	GPR4	GPRC5C	GPX8	GRM3	GRN	GSN	GSTK1	GUCY1A2	GUCY1A1	GUCY1B1	HAAO	HADHB	HBA1	HBA2	HBB	HBEGF	HBG1	HBG2	HCST	HES1	HES4	HEXIM1	HEY2	HEYL	HIC1	HIGD1B	HOPX	HRC	HSPA2	HSPB1	HSPB8	HTATIP2	HTR1A	HTR1F	HTRA3	ID3	IER2	IFI27L2	IFI35	IFI44	IFITM1	IFITM2	IFITM3	IGFBP4	IGFBP7	IL17RC	IL1R1	ILK	ING1	INS-IGF2	IQGAP1	IRF1	ISCA1	ISG15	ISYNA1	ITGA1	ITGA11	ITGA4	ITGA8	ITGAV	ITGB1	ITGB5	ITIH5	ITM2C	ITPKB	ITPRIP	ITPRIPL2	JAG1	JAK1	JUN	JUNB	KANK1	KANK2	KCNE3	KCNE4	KCNJ8	KCNK3	KCNMB1	KCNMB3	KCNS3	KCP	KIRREL1	KLF1	KLF3	KLF6	KLF9	KLHL15	KMT2E-AS1	KRT17	KRT5	L1TD1	L3HYPDH	LAG3	LAMA2	LAMA4	LAMB1	LAMB2	LAMC1	LAMC3	LAPTM4A	LATS2	LAYN	LBH	LCP2	LDLRAP1	LEPR	LGALS1	LGALS3BP	LHFPL6	LIMA1	LIMS1	LINGO1	LMNA	LMOD3	CCT8L1P	LOXL2	LPAR6	LPP	LPP-AS2	LRIG1	LRP1	LRRC17	LRRC32	LRRC55	LSMEM1	LTBR	LUM	LYPD3	LZTS1	M6PR	MAFF	MAGED2	MAGT1	MAML2	MAP1LC3A	MAP2K3	MAP3K5	MCAM	MEF2C	MEF2D	MFGE8	MELTF	MFRP	MGLL	MGP	MICOS10-NBL1	CARMN	MIR198	MIR22HG	MIR4435-2HG	MMP11	MMP25	MOCS1	MOGAT1	MPZ	MRC2	MS4A8	MSN	MSRB3	MT2A	MTUS1	MUSTN1	MXRA5	MYADM	MYC	MYH9	MYL12A	MYL12B	MYL9	MYLK	MYO1B	MYO1C	MYOF	MYOM2	NAALADL1	NAB1	NAGA	NCK2	NCOA7	NDUFA4L2	NFATC4	NFE2L2	NID1	NID2	NKX3-2	NODAL	NOSTRIN	NOTCH2	NOTCH3	NQO1	NR2F2	NR3C1	NR4A1	NR4A3	NRARP	NUDT4	OAZ2	OLFML1	OLFML2A	OLFML3	OPCML	OSMR	OSTF1	P2RY14	PABPC1	PABPC4L	PAG1	PALD1	PAMR1	PAPSS2	PARP14	PARVA	PCDH18	PCOLCE	PDE2A	PDE3A	PDE4C	PDE5A	PDE7B	PDE8A	PDE8B	PDGFRB	PDGFRL	PDLIM1	PDLIM2	PDZD2	PEAK1	PELO	PER1	PFN1	PGF	PHLDA1	PHLDB3	PID1	PIEZO1	PIEZO2	PIK3CD	PIK3CD-AS2	PIP5K1B	PKIG	PLA2G4C	PLA2R1	PLAC9	PLAT	PLAUR	PLCE1	PLCL1	PLEKHG2	PLEKHH2	PLOD1	PLS3	PLSCR1	PLSCR4	PLTP	PLVAP	PLXDC1	PMEPA1	PMP22	PNRC1	POLD4	POMP	PPARGC1B	PPFIBP1	PPIB	PPIC	PPP1R12A	PPP1R14A	PRDX4	PRELP	PRKAR1A	PRKCB	PRKCD	CAVIN3	PRKG1	PRMT8	PRR16	PRX	PTEN	PTGDR2	PTGR1	PTGS2	PTH1R	PTN	PTPRG	PTPRK	PTPRM	NECTIN2	PXDC1	PXDN	PXK	PYCARD-AS1	PZP	RAB13	RAPGEF3	RAPGEF4	RAPGEF5	RARG	RASGRP2	RASL12	RBMS1	RBMS2	RBMS3	RBMS3-AS3	RBPMS	RCAN1	RCSD1	REEP3	RERGL	RFTN1	RFXANK	RGL1	RGS16	RGS5	RHBDL2	RHOC	RHOJ	RNF135	RNF213	ROBO3	RRAD	RRAS	RSU1	RUNX1	RUNX3	S1PR3	SASH1	SCAMP2	SCN4B	SCPEP1	SDCBP	SEMA5A	SEPTIN11	SEPTIN4	SEPTIN6	SEPTIN7	SEPTIN8	SERINC3	SERINC5	SERPINB6	SERPING1	SERPINH1	SERTAD1	SGCE	SH2B3	SH2D3C	SH3KBP1	SH3PXD2A	SHC1	SHISA3	SIDT1	SIK1	SLC12A2	SLC12A7	SLC16A12	SLC25A5	SLC2A14	SLC2A2	SLC2A3	SLC35A1	SLC38A11	SLC38A2	SLC4A1	SLC6A1	SLC6A12	SLC8A1	SLC9A1	SLC9A3R1	SLC9A3R2	SLCO1C1	SMAGP	SMTN	SNAI2	SNAP23	SNHG12	SNHG18	SNHG5	SNRK	SNX18	SOCS3	SORBS1	SPARC	SPARCL1	SPATS2L	SPECC1	SPON2	SPRED1	SPRY1	SPRY4	SPTBN1	SRPX	SSR3	ST3GAL5	DENND2B	STARD13	STARD8	STAT3	STAT4	STAT6	STEAP1B	CDK7	STOM	STOML3	SUCLG2	SULT1E1	SVEP1	SVIL	SYCP2	SYNM	SYNPO	SYPL1	SYTL2	SYTL4	TACC1	TAGLN	TAGLN2	TAPBPL	TBC1D2B	TBX15	TBX18	TBX2	TBXA2R	TCIRG1	TEAD4	TNS2	TES	TESC	TFPI	TGFB1	TGFB3	TGFBI	TGFBR2	THY1	TIMP1	TIMP2	TJP1	TLE1	TLN1	TMBIM1	TMC4	STING1	TMEM19	C2CD2L	PIP4P2	TMEM74B	TMOD3	TNFAIP1	TNFAIP3	TNFAIP6	TNFRSF1A	TNFRSF21	TNN	TNS1	TNS3	TPM2	TPM4	TRIM22	TRIM38	TRPC6	TRPV2	TSC22D3	TSC22D4	TSPAN12	TSPAN7	TTYH2	TUBB6	TULP2	TWIST1	TWISTNB	TXNIP	UACA	UBA7	UBASH3B	UCKL1-AS1	UGP2	UNC5B	VAMP3	VAMP5	VAMP8	VCL	VSIG2	VSTM4	WASF2	WDFY4	WDR1	WIPI1	CCN4	WWTR1	YBX3	MAP3K20	ZBTB2	ZBTB38	ZBTB46	ZC3HAV1	ZEB1	ZFP36	ZFP36L1	ZIC1	ZIC2	ZIC4	TMEM35B	ZNF716	ZYX
MANNO_MIDBRAIN_NEUROTYPES_HMGL	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HMGL	A2M	ABCG1	ABI3	ACSF2	ACSL5	ACY3	ADAM28	ADAMTSL4-AS1	ADAP2	ADAT2	ADCK2	ADCY7	ADORA3	ADPGK	AFF1	AGR2	ALOX5	ALOX5AP	ANKRD44	ANXA11	ANXA4	ANXA5	AP1B1	APBB1IP	APOBEC3C	APOBEC3D	APOBR	APOC1	APOC2	APOE	ARHGAP25	ARHGAP26	ARHGAP4	ARHGDIB	ARHGEF6	ARPC1B	ARRB2	ARRDC2	ASAH1	ATF3	PGGHG	ATP8B4	AXL	B2M	B3GNT5	B4GALT1	BAG3	BCAP29	BCL2A1	BCL3	BDNF	BHLHE41	BIN1	BIN2	BIRC3	BLNK	BLVRB	BMP2K	BRI3	BTK	C12orf75	C17orf67	PITHD1	C1orf54	C1QA	C1QB	C1QC	C3	C3AR1	CAPG	CAPZB	CARD11	CARD9	CASP1	CASP4	CASP9	CCDC17	CCDC175	CCL2	CCL3	CCL4	CCR1	CCRL2	CD14	CD163	CD274	CD36	CD37	CD4	CD44	CD48	CD53	CD5L	CD68	CD69	CD74	CD83	CD84	CD86	CDH17	CDKN1A	CEBPA	CEBPD	CHCHD1	CLEC7A	CMKLR1	CNPY3	COLGALT1	CORO1B	CPED1	CPVL	CREG1	CREM	CRYBB1	CSF1	CSF1R	CSF3R	CSRNP1	CTDSP1	CTSB	CTSC	CTSD	CTSH	CTSL	CTSS	CX3CR1	CXCL2	CXCL8	CXorf21	CYBA	CYBB	CYFIP1	CYTH4	CYTIP	DAB2	INTS6L	DENND3	DENND4A	DEPTOR	DERL3	DHRS3	DHRS9	DNAJA4	DNAJB1	DNAJB4	DOCK1	DOCK4	DOCK8	DOK2	DPF3	DPP7	DRAM1	DRAM2	DUSP1	DUSP2	EDEM1	EFHD2	EGR1	EGR2	EGR3	ELF1	ELL2	ELOVL1	ENTPD1	ERF	ERMAP	ETS2	EVI2A	EVI2B	EXOSC5	FABP3	NIBAN1	TENT5A	FAR2	FCER1G	FCGR1A	FCGR1B	FCGR2A	FCGR3A	FCGRT	FERMT3	FGD2	FGL1	FGL2	FHL3	FKBP15	FKBP4	FKBP5	FLI1	FOLR2	FOSB	FOXN3	FOXO3	FPR1	FTL	FYB1	GAB3	GADD45B	GAL3ST4	GAS6	GATM	GIMAP4	GIMAP5	GLIPR1	GLRX	GM2A	GMFG	GNB4	GNG7	GNGT2	GPNMB	GPR137B	GPR183	GPR34	GPR65	GPRIN3	GPX1	TAMALIN	GRN	GSN	GYPC	HAUS4	HAVCR2	HBA1	HBA2	HBG1	HBG2	HCLS1	HCST	HERPUD1	HHEX	ARHGAP45	HMOX1	HPGDS	HPSE	HRH1	HS3ST1	HSD17B14	HSPA6	HSPA7	HSPB1	HSPD1	HSPH1	HTRA1	ICA1	ICAM1	IER2	IER5	IFI16	IFNGR1	IGF1	IGFBP3	IGSF6	IKBKE	IKZF1	IL13RA1	IL16	IL17RA	IL18	IL1B	IL1R1	IL27RA	IL4R	IL6R	IL6ST	IL7R	INPP5D	INPPL1	IPCEF1	IRAK2	IRF1	IRF8	ITGAV	ITGB2	ITM2B	ITPR2	ITPRIPL2	ITSN2	JAK3	JUNB	ANOS1	KBTBD8	KCNE3	KCNK13	KCNK3	KCNK6	KCTD12	KIAA1755	KIF14	KLF2	KLF3	KRT14	KRT17	KRT5	LAIR1	LAPTM5	LAT2	LCP1	P3H2	LGMN	LHFPL2	LILRA2	LILRB4	LIMS1	LIPA	LITAF	LPAR5	LPAR6	LPCAT2	LPL	LRRC8C	LRRK2	LTBR	LY86	LY96	LYN	LYST	MAF	MAFB	MAFF	MALT1	MANBA	MAP2K3	MAP3K5	MAP3K8	MARCHF1	MBP	MCTP1	MEF2C	MERTK	METTL7A	MFNG	MFSD1	MFSD12	MGST2	MICOS10-NBL1	MIR221	MKNK1	MLKL	MMRN1	MNDA	MOB3C	MPEG1	MPP1	MRC1	MS4A4A	MS4A7	MYADM	MYLIP	MYO1F	NAGA	NAIP	NAV3	NCF2	NCF4	NCKAP1L	NEAT1	NEK6	NEU4	NFATC1	NFATC2	NFKBIA	NFKBIZ	NINJ1	NKX2-2	NLRP3	NPC1	NPC2	NPL	NR3C1	NR4A1	NR4A2	NRG2	NUP37	OAS1	OGFRL1	OLFML3	OLR1	OPRK1	OSTF1	OTUD1	P2RX4	P2RY12	P2RY13	PAG1	PALD1	PAQR8	PARP14	PARP9	PARVG	PCDH12	PCDHGC3	PCED1B-AS1	PDK4	PDPN	PIEZO1	PIK3CG	PIK3IP1	PLA2G15	PLAU	PLAUR	PLCB2	PLCG2	PLD4	PLEK	PLSCR1	PLVAP	PLXDC2	PMAIP1	PNRC1	POLD4	POU2F2	PPFIA4	PPIF	PPP1R15A	PPP3R1	PPT1	PRDM1	PRKCA	PROCR	PTAFR	PTGER4	PTGS2	PTK2B	PTPN18	PTPN6	PTPRC	PTPRE	PYCARD	PYGL	RAB13	RAB32	RAB3IL1	RAP2C	RASAL3	RASGEF1B	RASSF3	RASSF4	RBM47	RCSD1	REL	RGL1	RGS1	RGS19	RHBDF2	RHOG	RILPL2	RIN2	RIPK3	RNASE6	RNASET2	RNF125	RNF213	RPS6KA4	RREB1	RUNX1	RUNX3	RYR2	SAMHD1	SAMSN1	SASH3	SAT1	SCAMP2	SCARB1	SCARNA9	SCIN	SCPEP1	SELPLG	SEPTIN6	SERPINF1	SFMBT2	SGK1	SH2B3	SIGLEC1	SIGLEC14	SIRPA	SKAP2	SLA	SLC11A2	SLC15A3	SLC1A5	SLC25A19	SLC25A39	SLC37A2	SLC4A1	SLC4A4	SLC6A3	SLC7A11	SLC7A7	SLC9A9	SLCO2B1	SNHG12	SNORD114-1	SNX1	SNX18	SOD2	SORL1	SOX14	SPI1	SPINT2	SPP1	SQSTM1	SRGN	ST6GAL1	STAB1	STAT1	STAT5A	STAT6	CDK7	STK17B	STOM	STX11	STXBP2	SUCLG2	SYK	SYNGR2	SYT6	TAGAP	TAL1	TBC1D12	TESC	TFEC	TGFBR2	TIAM1	TICAM1	TLN1	TLR1	TLR4	TLR7	TM6SF1	TMBIM1	TMC8	TMEM119	TMEM144	ANO1	STING1	TMEM19	TMEM63A	TNFAIP3	TNFRSF11B	TNFRSF1A	TNFRSF1B	LTA	TNFSF9	TOR3A	TOR4A	TPP1	TPT1	TREM2	TRIM22	TRIM38	TRPV2	TXNIP	TYMP	TYROBP	UBA7	UBC	UCP2	ULBP1	USP36	VAMP8	VAV1	VSIG4	WASF2	WIPF1	WNT7B	XAF1	YPEL2	ZC3H12A	ZC3HAV1	ZFAND2A	ZFP36	ZFP36L1	ZFP36L2	TMEM35B	ZNF217	ZNF48
MANNO_MIDBRAIN_NEUROTYPES_HOPC	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HOPC	ACSS1	ADAM22	ADAMTS3	ADAMTS6	ADCYAP1R1	AFAP1L2	AFF1	AGA	AIF1L	AK4	AKAP7	ANGPTL2	ANKRD44	ANKS1B	APOD	APOL6	ARC	ARHGAP11A	CHN1	ARHGAP23	ARHGAP42	ARL8A	ASCL1	ASTN1	ATCAY	ATP13A2	ATP13A4	ATP1B1	ATP1B2	ATP2B4	B4GALNT1	B4GALT6	BAALC	ADGRB1	BAMBI	BARD1	BCAN	BCHE	BIRC3	BIRC5	BIVM-ERCC5	BLOC1S1	BOC	BRINP1	BRINP2	BRINP3	BUB1B	C1orf21	C1orf61	C1QL1	C21orf58	C2orf27A	C2orf72	THUMPD2	VXN	CA1	CACFD1	CACNA1G	CACNG2	CACNG7	CADM2	CADM4	CALCRL	CASK	CCDC175	CCDC39	CCND2	CDCA7L	CEND1	CEP83-DT	CGREF1	CHKB-CPT1B	CHST11	CHTF8	CMYA5	CNTN1	COL2A1	COL9A1	COL9A3	CPEB1	CPNE2	CREB5	CRTAC1	CRYL1	CSGALNACT1	CSMD3	CSPG5	CTHRC1	CTNND2	BCLAF3	DBI	DCLK2	DHX32	DNAAF3	DNAH7	DND1	DNER	DNM3	DOCK1	DPP6	DSEL	EDNRB	EFCAB14	EGFR	EGR1	EID2B	ELF1	ELFN2	EPN2	ERBB3	ERF	ETV1	ETV5	EVI2A	EYA2	FABP5	FABP7	FALEC	FAM155A	FAM181B	FAM182B	TAFA2	TAFA5	FAM89A	FGFBP3	FICD	FXYD6	FYN	GAB1	GABBR2	GAL3ST1	GAREM2	GATM	GFOD1	GNAL	GNG4	GNG7	GPM6A	GPM6B	GPR17	ADGRG1	GRAMD1C	TAMALIN	GRB14	GRIA3	GRIA4	GRID1	GRID2	GRM5	GTSE1	HAGH	HBA1	HBA2	HBB	HBG1	HBG2	HEPACAM	HEPN1	HES5	HSH2D	IDH1	IFI27L2	IGF1	IGFBP2	INHBB	INTS1	ITGAV	ITGB5	ITGB8	ITM2C	ITPKB	ITPR2	JPH3	KANK1	KCND2	KCNE5	KCNIP1	KCNJ1	KCNQ2	KIF13A	KIF14	KLRC2	KRT14	KRT17	CNMD	LGR5	LHFPL2	LHFPL3	LIMA1	LINGO1	LMOD3	LPAR4	PLPPR1	PLPPR2	LRP1	LRRC4C	LRRK2	LRRTM3	LRRTM4	LUZP2	MAML2	MAP3K1	MCTP1	MDGA2	METRN	METTL7A	IGSF9B	MMP16	MMP2	MT2A	MT3	MYT1	NCAM2	NCAPH	NDRG2	NEIL1	NEK6	NELL1	NETO1	NFIX	NKAIN4	NKX2-2	NLGN1	NLGN2	NLGN3	NLGN4Y	NPAS3	NRXN1	NTM	NTRK3	NXPH1	OLIG1	OLIG2	OMG	OPCML	OPHN1	OSBPL6	PBK	PCDH11X	PCDH15	PCDH17	PCDHGC3	PCDHA7	PCDHGB4	PDE1C	PDGFRA	PEA15	PHACTR3	PHGDH	PHLDA1	PHYHIPL	PID1	PIF1	PLAT	PLEKHH2	PLLP	PMP2	PMP22	PLPP4	PPP2R2B	PRDM8	PREX1	PRKCA	PRKCQ-AS1	PSD	PTN	PTPRE	PTPRT	PTPRZ1	PXDC1	QKI	RAB31	RAB9A	RARG	RFTN2	RIMS1	RIT2	RNF144A	ROBO3	RTKN2	RUNDC3A	SALL3	SAPCD2	SCAMP2	SCARB1	SCD5	SCG3	SCN1A	SCN3A	SCRG1	SCUBE2	SDC3	SEL1L3	SERINC5	SERPINE2	SEZ6	SEZ6L	SGO1	SGO2	SH3D19	SHC3	SIRT2	SKA3	SLC15A2	SLC16A14	SLC1A2	SLC22A17	SLC25A16	SLC35F1	SLC44A1	SLC6A1	SLC7A11	SLC9A3R1	SLC9A7	SLC9A9	SLITRK1	SLITRK2	SLITRK4	SMOC1	SNTG1	SORCS3	SOX1	SOX2	SOX2-OT	SOX5	SOX6	SOX8	SOX9	SOX9-AS1	SPATA6	SPRED1	SPRY4	SRI	SSPOP	CDK7	STK32B	TAF1B	TAOK3	TF	THY1	TIMP4	TMOD1	TMOD2	TNK2	TNS1	TOP3A	TPPP	TRAF4	TRIM67	TRIM68	TSPAN12	TSPAN7	TTK	TTYH1	TYMS	UBL3	UHRF1	WFDC1	WNT7B	WSCD1	XYLT1	ZCCHC24	ZFP36L1	ZGRF1	ZMAT3	TMEM35B
MANNO_MIDBRAIN_NEUROTYPES_HRGL2C	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HRGL2C	ABHD17A	ACBD7	ACSL6	ACSS1	ADAMTS3	ADAMTS6	ADCYAP1R1	AFF1	ALDH9A1	ANXA5	APBA1	AQP4	ARAP2	ARC	ARHGAP42	ARHGEF4	ARHGEF6	ATP13A4	ATP1B1	ATP1B2	ATP2B2	ADGRB1	ADGRB3	BCAN	BIRC5	C11orf88	C1orf21	C1orf61	C21orf58	C21orf62	C22orf15	C2orf72	THUMPD2	C6orf118	VXN	C9orf24	CA12	CCDC39	CCDC8	CD44	CD82	CDCA5	CDH13	CENPF	CENPK	CENPN	CFAP44	CHKA	CHST3	CHST6	COL27A1	COL2A1	COL9A3	CPNE5	CREB5	CRTAP	CSGALNACT1	CSMD1	CSMD2	CSMD3	CSPG5	CST3	CTNNA3	CTNND2	CYP26B1	DBI	DCLK1	DCLK2	DHFR	DHX32	DNAAF3	DNAH6	DNAH7	DNER	DOCK1	DPF3	DPP6	DPP7	DTNA	EDNRB	EEPD1	EFHD2	EGFR	EGLN3	EGR1	ELN	EPHA3	ERBB3	ERF	ETV1	ETV4	ETV5	F3	FABP5	FABP7	FAM181B	INKA2	FAM81A	LRATD2	FAM89A	FANCB	FANCI	FBLN2	FGFBP3	FGFR3	FOXL2	FOXM1	FRMD6-AS1	FUT9	GABBR2	GATM	GDPD2	GINS1	GLTP	GMPR	GNG12	GNG7	GPM6A	GPM6B	ADGRG1	GRAMD1C	GRIA1	GRID2	GRIP2	GRM3	GRM5	HAPLN3	HAS2	HBA1	HBA2	HBG1	HBG2	HEPACAM	HEPN1	HES1	HES5	HRH1	HTRA1	IER3IP1	IFI44L	IGFBP2	ILDR2	IQCA1	IRX1	ITGAV	ITGB5	ITGB8	ITPKB	ITPR2	JPH3	ANOS1	KANK1	KAT2B	KCND2	KCNE5	KCNIP1	KCNJ1	KCNQ2	MYORG	CEP126	KLRC2	KRT17	LAMA1	LAMB2	LFNG	LHFPL3	LIFR	LIMA1	LITAF	LIX1	LMCD1	LRFN5	LRIG1	LRP1	LRP1B	LRRC17	LRRC4B	LUZP2	LYPD1	MAP3K1	MAPK14	MCM5	MDGA2	METRN	METTL7A	MGST1	IGSF9B	MLC1	MNS1	MORN5	MPC1	MRC2	MT1X	MT2A	MT3	MYBL2	MYLK	NAV1	NCAN	NCDN	NDP	NDRG2	NEK11	NEK6	NES	NFATC2	NFIA	NFIX	NKAIN4	NKX2-2	NLGN4Y	NOL7	NOTCH1	NPNT	NRXN1	NSRP1	NUSAP1	OLIG2	OMG	OPCML	OPRM1	OSBPL6	PACRG	PBK	PCDH17	PCDH7	PCDHGC4	PDE1C	PDE7B	PDLIM3	PDPN	PEA15	PHGDH	PI15	PIEZO2	PIK3CB	PKMYT1	PLAT	PLEKHH2	PLLP	PLTP	PMP2	PMP22	PNOC	PON2	PLPP3	PREX1	PRKCA	PSAT1	PTCH1	PTN	PTPRE	PTPRT	PTPRZ1	QKI	RAB13	RAB31	RAB9A	RACGAP1	RASSF2	RAVER1	RELN	RFC3	RHOJ	RIT2	RPE65	SCAMP2	SCD5	SCG3	SCHIP1	SCN1A	SCRG1	SCUBE2	SDC3	SEC14L2	SERPINE2	SGO2	SH3D19	SHISA3	SKA3	SLC1A2	SLC1A3	SLC25A18	SLC4A4	SLC6A1	SLC6A9	SLC7A11	SLITRK2	SMOC1	SNORD27	SOX2	SOX2-OT	SOX8	SOX9	SOX9-AS1	SPAG17	SPARCL1	SPATA6	SPEF1	SPRED1	SPRY1	SPRY2	SPRY4	TAGLN2	TAOK3	TEKT1	TGFB2-OT1	THSD4	TIMP4	TMBIM1	TMEM232	TMEM255A	TNC	TNFRSF1A	TRIB2	TRIM67	TSC22D4	TTYH1	UHRF1	USP2-AS1	VWA3A	WFDC1	WSCD1	SMYD3	ZNF474	ZWINT
MANNO_MIDBRAIN_NEUROTYPES_HRGL2B	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HRGL2B	AAMDC	ABAT	ACBD7	ACSL6	ACSS1	ADAMTS6	ADAMTSL4-AS1	ADCYAP1R1	AFF2	AHNAK	AIF1L	AK4	AKAP7	ALDH6A1	AQP4	ARAP2	ARHGEF26	ARHGEF4	ARHGEF6	ASCL1	ASIC3	ATP13A4	ATP1A2	ATP1B1	ATP1B2	ATP2B2	ATP2B4	AURKB	ADGRB2	ADGRB3	BARD1	BCAN	BCAP29	BCL6	BIRC5	BOC	BRCA1	BTN3A3	BUB1B	C17orf67	C1orf61	C21orf58	C2orf72	C6orf118	C8orf34	C9orf24	CA12	CABIN1	CCDC114	CCDC144A	CCDC146	CCDC17	CCDC173	CCDC8	CCND2-AS1	CDC25C	CDCA8	CDH13	CDK1	CDR1	CENPE	CENPN	CFAP44	CHD5	CHST3	CITED1	CMTM4	CMTM5	COL11A1	COL27A1	COL4A5	COLQ	CPNE2	CRB2	CREB5	CRYAB	CSGALNACT1	CSMD2	CSMD3	CSPG5	CSPP1	CST3	CTDSP1	CTNND2	BCLAF3	CYP26B1	CCN1	DBI	DBX2	DCLK2	DDAH1	DEPDC1	DNAAF1	DNAH6	DNAH7	DNAJB1	DPF3	DPP6	DSC3	DSEL	DTX4	EDNRB	EEPD1	EFHC2	EFHD2	EGFR	EGR1	EGR2	ELN	ELOVL2	ENHO	ENPP2	EPB41L4B	EPHA3	ERF	ERVK13-1	ESCO2	ETV1	F3	FABP5	FAM167A-AS1	FAM181B	INKA2	RIPOR2	LRATD2	FANCI	FASN	FAT1	FAT3	FGF1	FGFBP3	FGFR3	FHL1	FLJ16779	FOS	FOXJ1	FRMD6-AS1	FZD2	GAB1	GABBR2	GABRG1	GAREM2	GATM	GBX2	GDPD2	GFAP	GINS1	GJA1	GLIS3	GNG12	GNG7	GOLGA8A	GPC1	GPC4	GPM6B	GPR137B	ADGRG1	GPX8	GRIA1	GRID2	GRM3	H2AX	HAS2	HBA1	HBA2	HBB	HBG1	HBG2	HDAC4	HEATR5A	HEPACAM	HEPN1	HES1	HES5	HEY2	RIDA	HS6ST2	HSDL2	HSPA6	HSPA7	HSPB1	HYDIN	ID4	IFI27L2	IFI44	IFI44L	IFI6	IGFBP2	ILDR2	INHBB	INPPL1	IQCA1	IQGAP2	IRX1	IRX2	IRX4	ITGA6	ITGB5	ITGB8	ITPKB	ITPR2	JAM2	JUN	ANOS1	KANK1	KCNE5	KCNJ1	KCNN3	KCNQ2	MYORG	CEP126	KIF11	KIF14	KIF15	KIF1A	KIF23	KIF2C	KIRREL3	KLF15	KLF9	KRT14	KRT17	KRT5	LAMA5	CNMD	LFNG	LIFR	LIMCH1	LIPG	LITAF	LIX1	LRIG1	LRP1	LRP2	LRRC17	LRRC37A3	LRRC4	LRRC4C	LRRN1	LTBP1	LUZP2	LYPD1	MAML2	MASP1	MCC	FAT2	METRN	METTL7A	MFGE8	MGST1	IGSF9B	MKI67	MLC1	MMD2	MNS1	MPC1	MPZ	MRC2	MT1F	MT3	MTSS2	MTTP	MYBL2	NACC2	NADK2	NCAN	NCAPG	NCKAP5	NDNF	NDP	NDRG2	NES	NFATC2	NFIA	NFIB	NFIX	NKAIN4	NKX2-2	NLGN4X	NOTCH1	NOTCH2	NPAS3	NPTXR	NRARP	NSMF	NTRK2	NTRK3	NUF2	NUSAP1	OBSL1	OMG	OPHN1	OSBPL6	PARD3B	PAX3	PAX7	PBK	PBXIP1	PCDH1	PDE1C	PDE4C	PDLIM3	PDLIM5	PDPN	PEA15	PEAK1	PHGDH	PHYHIPL	PIAS2	PIF1	PIFO	PLCD3	PLIN3	PLP1	PMP2	PMP22	PON2	POU3F2	POU6F1	PLPP3	PRDM13	PREX1	PRKD3	PTCH1	PTF1A	PTN	PTPRZ1	PXDC1	QDPR	QKI	RABL6	RACGAP1	RANBP3L	RASSF2	RBMS2	REST	RFTN2	RFX4	RGMA	ROBO3	RSPH4A	RTKN2	SALL1	SALL3	SCD	SCD5	SCN1A	SCUBE2	SDC3	SEL1L3	SEMA6A	SENP3	SELENOP	SERINC5	SERPINE2	SERPINH1	SESN3	SEZ6L	SFRP2	SGO1	SGO2	SHISA3	SLC1A2	SLC1A3	SLC25A18	SLC39A12	SLC4A4	SLC6A9	SLC7A11	SLFN13	SLITRK2	SMOC1	SNCAIP	SOX1	SOX2	SOX2-OT	SOX21	SOX5	SOX8	SOX9	SPAG1	SPAG17	SPARCL1	SPATA6	SPECC1	SPRED1	SPRY2	SRGAP3	SRI	DENND2B	STK33	STON2	TACC3	TAF1C	TAOK3	TCERG1L	TCF4	TCF7L2	TF	TGFB2-OT1	TGIF2	TIMP3	TIMP4	TNC	TNFRSF11B	TNK2	TNRC18	TNS1	TPX2	TRIL	TRIM59	TSC22D4	TSPAN18	TSPAN7	TTYH1	UBL3	VCAM1	VEPH1	VIM	VSTM4	VWA3A	WDR93	WFDC1	WFS1	WLS	WNT7A	WNT7B	WSCD1	WWC1	XRCC3	XYLT1	YAP1	YBX3	ZBTB2	ZFAND2A	ZFP36L1	ZFP36L2	ZMAT1	ZNF682	ZNF83
MANNO_MIDBRAIN_NEUROTYPES_HRGL2A	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HRGL2A	AASS	ABAT	ABCA5	ABHD2	ACSS1	ACTRT3	ADAM33	ADAMTSL4-AS1	ADCYAP1R1	ADIRF	AFF2	AHNAK	AIF1L	AK4	AKAP6	ALDH6A1	ALDH9A1	ALDOC	ANTXR1	ANXA5	ANXA6	APC	AQP4	ARAP2	ARHGEF1	ARHGEF26	ARHGEF4	ARHGEF6	ARMC3	ARVCF	ASTN1	ATP13A4	ATP1A2	ATP1B2	ATP2B2	ATP2B4	ATXN1	B3GAT1	B3GNT2	ADGRB2	ADGRB3	BCAN	BCAP29	BCHE	BDH2	BMP7	BOC	C11orf88	C12orf75	C12orf76	OR11H2	NMNAT2	C1orf158	C1orf21	C1orf61	C2orf72	COL8A1	CFAP299	C5orf49	IRF1-AS1	C6orf118	C8orf34	TCIM	C8orf48	CFAP77	C9orf24	CA12	CACNB2	CADM4	CAP2	CAST	CCDC114	CCDC146	CCDC17	CCDC173	CCDC175	CCDC39	CFAP73	CCL2	CCND2-AS1	CD44	CD81	CDC42EP4	CDH13	CDHR1	CDR1	CELSR1	CETN2	CFAP126	CFAP44	CFAP45	CFAP52	CHST3	CHST6	CHST9	CLCN3	CLU	CMTM5	CNN2	COL11A1	COL27A1	COL4A5	COLQ	COMT	CPNE2	CPNE5	CPXM2	CRB1	CRB2	CREB5	CRISPLD1	CRYAB	CRYM	CSGALNACT1	CSMD3	CSPG5	CST3	CCN2	CTNND2	CXCL2	CXCR4	CFAP47	THOC2	CYP26B1	CCN1	DAG1	DBX2	DCDC1	DCLK1	DCLK2	DDAH1	DHCR7	DHX32	DIO3	DKK3	DLEC1	DNAAF1	DNAAF3	DNAH6	DNAH7	DNAI2	DNAJB1	DNAJB13	DNAJB4	DNALI1	DOK5	DPP6	DTNA	DTX4	DNAAF4-CCPG1	EDNRB	EEPD1	EFCAB1	EFEMP1	EFEMP2	EFHC2	EGFR	EGR1	EGR2	ELN	ELOVL2	EMP1	ENHO	ENKUR	ENPP2	EPB41L4B	EPHA3	EPHB1	ERF	ERMARD	EVI5	EZR	F3	FABP5	FABP7	FADS2	FAM167A-AS1	FAM181B	FAM183A	GASK1B	TAFA5	FAM216B	FAM3C	RIPOR2	FAM66D	LRATD2	CIBAR2	FAT1	FAT3	FGF1	FGFBP3	FGFR3	FHL1	FLNC	FLRT3	FNDC3B	FOLH1B	FOS	FOSB	FOXJ1	FRMPD2	FSTL5	FUT9	FZD2	GABBR2	GALC	GAREM2	GATM	GCA	GDPD2	GFAP	GJA1	GLIS3	GLUD1	GNG12	GNG7	GOLM1	GPC1	GPC4	GPM6A	GPM6B	GPR137B	GPR155	ADGRG1	GPRC5B	GRIA1	GRID2	GRM3	RAB27A	GULP1	HAPLN3	HAS2	HBA1	HBA2	HBG1	HBG2	HDAC4	HEATR5A	HEPACAM	HEPN1	HES1	HES4	HES5	H1-2	H2AC6	H2BC12	HMGCS1	RIDA	HSDL2	HSPA6	HSPA7	HSPB1	HSPB8	HTRA1	HYDIN	ICA1L	ID4	IER2	IFI27L2	IFI44L	IGDCC3	IGFBP2	IGSF5	IL5RA	ILDR2	INHBB	INPPL1	INSIG1	INTU	IQCA1	IQCG	IQGAP2	IRX1	IRX2	IRX4	ITGAV	ITGB5	ITGB8	ITM2C	ITPR2	JAG1	JUN	ANOS1	KAT2B	KBTBD11	KCNE5	KCNIP1	KCNJ1	KCNK1	KCNMB1	KCNN3	KCNQ2	KCTD12	KCTD21	MYORG	CEP126	KIF1A	KIF9	KIRREL3	KLF15	KLHDC8A	KLHL25	KLHL32	KRT14	KRT17	KRT5	LAMA4	LAMB2	LDLRAD4	CNMD	P3H4	LFNG	LGALS3BP	LIFR	LIMCH1	LIPA	LIPG	LITAF	LIX1	LIX1L	LLGL1	LMCD1	CYP2F1	LPAR4	LPCAT1	LPIN2	LRIG1	LRP1	LRP2	LRRC17	LRRC4C	LRRIQ1	LRRK2	LRRN2	LRRN3	LTA4H	LTBP1	LYPD1	ETFRF1	LZTFL1	MAGT1	MAMDC2	MAML2	MASP1	MCC	MCL1	MCTP1	FAT2	METRN	METTL7A	MFAP4	MFGE8	MFRP	MGST1	MIR99AHG	MKX	MLC1	MLF1	MMD2	MNS1	MOK	MORN2	MORN5	MPC1	MPDZ	MPP5	MRC2	MSMO1	MT3	MTTP	MXRA8	NACC2	NADK2	NBEA	NCAM2	NCAN	NCKAP5	NDNF	NDP	NDRG2	NEK11	NEK6	NELL2	NFIA	NFIB	NFIX	NKAIN4	NLGN1	NLGN3	NLGN4X	NLGN4Y	NME5	NOTCH1	NOTCH2	NPAS3	NPC2	NRARP	NRK	NRXN1	NSMF	NTRK2	NTRK3	OAT	OBSL1	OPHN1	OSBPL6	P4HA1	PACRG	PAG1	PALLD	PARD3B	PBXIP1	PCDH1	PCDH7	PCDHGB4	PCSK6	PDE1A	PDE1C	PDLIM3	PDLIM5	PDPN	PDZRN3	PEA15	PER1	PHGDH	PHLPP1	PHYHIPL	PI15	PI16	PIFO	PLCD3	PLIN3	PLP1	PLTP	PLXNB1	PMP2	PMP22	PON2	PLPP3	PPIL6	PPP2R2B	PPT1	PRCP	PRDM8	PREX1	PRKAA2	PRKCA	PSAP	PSAT1	PTCH1	PTK2B	PTPRZ1	PXDC1	QKI	RAB6B	RAB9A	RANBP3L	RASSF2	RASSF4	REST	RFTN2	RFX4	RGMA	RGS2	ROBO3	ROPN1L	RPGR	RPS27L	RRAGD	RSPH1	RSPH4A	S1PR1	SALL1	SALL2	SCAMP2	SCD	SCG3	SCHIP1	SCN1A	SCN4B	SCRG1	SEC11C	SEL1L3	SEMA5B	SEMA6A	SELENOP	SERPINE2	SERPINH1	SESN3	SEZ6L	SFRP1	SFRP2	SFRP4	SH3PXD2B	SHISA3	SLC11A2	SLC13A5	SLC15A2	SLC16A9	SLC1A2	SLC1A3	SLC1A4	SLC25A18	SLC39A12	SLC4A4	SLC6A9	SLC7A11	SLC9A3R1	SLIT1	SLITRK2	SMOC1	SNCAIP	SNORA12	SNORA77	SNX31	SORBS1	SORCS2	SOX1	SOX2	SOX2-OT	SOX21	SOX6	SOX8	SOX9	SPAG1	SPAG16	SPAG17	SPARCL1	SPATA6	SPECC1	SPEF1	SPRED1	SPRY1	SPRY2	SRGAP3	DENND2B	STK33	STOM	STON2	SYPL1	TAGLN2	TC2N	TCF4	TCTEX1D1	TEKT1	TF	TGFB2-OT1	TGIF2	THSD4	TIMP3	TIMP4	TLE2	TMED5	TMEM161B-AS1	TMEM18	TMEM221	TMEM231	TMEM232	TMEM47	TMEM98	TMEM9B	TNC	TNFRSF11B	TOM1L2	TP53TG1	TPPP	TRAM2	TRIL	TSC22D4	TSPAN18	TSPAN6	TSPAN7	TTC29	TTYH1	TTYH3	TUBB2B	UBL3	UBXN1	VCAM1	VEPH1	VIM	VSTM2L	VWA3A	WDR38	WDR78	WEE2-AS1	WIPF2	WLS	WNT7A	WSCD1	WWC1	XYLT1	YBX3	ZBBX	ZFP36L1	ZFP36L2	ZMAT1	SMYD3	ZNF474	ZNF497
MANNO_MIDBRAIN_NEUROTYPES_HRGL3	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HRGL3	ABCA8	ACSS1	ACVR1	ADAM9	ADAMTSL4-AS1	ADCY2	ADCYAP1R1	AFF2	AGA	AGBL2	AGT	AHNAK	ALCAM	ALDH6A1	ALDH9A1	ANKRD9	ANTXR1	ANXA1	ANXA2	ANXA5	ANXA6	APLP2	APPL2	AQP4	ARAP2	ARHGAP24	ARHGAP5	ARHGEF26	ARHGEF26-AS1	ARHGEF28	ARL6IP5	ARMC3	ARX	ATF3	ATP1A2	ATP1B2	ATP2B2	ATXN1	B3GNT2	B4GALT6	ADGRB2	BCAN	BCHE	BCO2	BMP1	BNC2	BOC	TSPOAP1	C11orf88	C12orf75	C12orf76	NMNAT2	C1orf158	C1orf194	C1orf226	C21orf62	MEMO1	C2orf72	THUMPD2	DIPK2A	CFAP299	C5orf49	C6orf118	C6orf89	C8orf34	TCIM	CFAP77	C9orf24	CACNG4	CADM3	CALU	CAST	CATIP	CCDC114	CCDC146	CCDC17	CCDC173	CCDC39	CCDC8	CD19	CD36	CD44	CD47	CDH13	CDH4	CDK2AP1	CDO1	CDR1	CELSR1	CERKL	CETN2	CFAP126	CFAP44	CFAP45	CFAP52	CFC1	CHPF	CHST3	CHST6	CLU	CMTM4	CMTM8	CNPY4	CNTN4	COBL	COL18A1	COL27A1	COL4A5	COL6A1	COL8A1	COLEC12	CORIN	CPEB2	CPNE8	CPQ	CPXM2	CRB1	CRB2	CREB5	CRIM1	CRIP1	CRISPLD1	CRYAB	CRYZ	CSGALNACT1	CSPG5	CCN2	CTNNA3	CFAP47	CCN1	DAG1	DAPK1	DCDC1	DCDC2	DCLK1	DCN	DDAH1	DHRS3	DIRAS2	DKK3	DLG5-AS1	DLGAP1-AS1	DNAAF3	DNAH6	DNAH7	DNAJB13	DNAJB4	DNALI1	CTSC	DPP6	DPP7	DSC2	DSC3	DSG2	DST	DTHD1	DTNA	DTX4	DNAAF4-CCPG1	ECHDC2	EDNRB	EEPD1	EFCAB1	EFCAB14	EFCC1	EFEMP1	EFEMP2	EFHC2	EFNB3	EGLN3	EGR1	EID2B	ENKUR	ENPP2	EPB41L3	EPHA1-AS1	EPHA3	ERF	EVA1C	EVI5	EZR	F5	FADS2	FAH	FAM183A	GASK1B	FAM214A	FAT1	FAT3	FBLN5	FBXL7	FGF1	FGFR3	FIBIN	FJX1	FLJ16779	FLNC	FLRT3	FMNL2	FNDC3B	FOS	FOXA1	FOXJ1	FOXP2	FREM2	FSTL1	FZD1	FZD3	GALC	GALNT15	GALNT3	GAREM2	GATM	GCA	GDPD2	GJA1	GLB1	GLIS3	GNA12	GNG12	GPC4	GPM6B	GPR155	ADGRV1	GPRC5C	GRIA1	GRIN2A	HAPLN1	HAS2	HBA1	HBA2	HBG1	HBG2	HDAC4	HEATR5A	HEPACAM	HEPN1	HES1	HES4	HES5	HEY1	H2AC6	HK2	HNRNPCL3	RIDA	HS3ST1	HS3ST4	HSDL2	HSPB1	HTRA1	HYDIN	ID3	ID4	IFI27L2	IFI35	IFT57	IFT88	IGFBP2	IGFBP5	IGFBP7-AS1	IL33	INHBB	IQCA1	IQCG	IQGAP2	IRS1	ITGA6	ITGB5	ITGB8	ITIH5	ITM2C	ITPKB	ITSN1	JAM2	JUN	KCNAB1	KCNE5	KCNG1	KCNIP1	KCNK2	KCNMA1	KCNMB1	KCNMB4	KCNN3	KCTD12	CEP126	KIF5C	KIF9	KIFC2	KIRREL3	KLF15	KLF9	KLHDC8B	KLHL32	LAMB2	LAMP1	LANCL2	LCA5	LDLRAD4	CNMD	P3H4	LGALS3BP	LGI3	LIFR	LIMCH1	LIPA	LIPG	LITAF	LIX1	LIX1L	LMBRD1	LMCD1	AC055839.2	LPAR4	LPL	PLPPR1	LRIG1	LRP1	LRP1B	LRP2	LRP2BP	LRRC17	LRRIQ1	LRRK2	LRRN2	LRRN3	LYPLAL1	ETFRF1	LZTFL1	MAGI2	MAGT1	MAMDC2	MAN2A2	MAOA	MAP3K5	MAP7	MBP	FAT2	MEST	METRN	MFRP	MGST1	MIR198	MIR3652	MKX	MLC1	MLF1	MMRN1	MNS1	MORN2	MORN5	MPDZ	MRC2	MRPL57	MT3	MTSS2	MTTP	MUC19	MXRA8	NACC2	NADK2	NDFIP1	NDNF	NDRG4	NEBL	NEK11	NES	NKAIN4	NME5	NOTCH2	NPC2	NR3C1	NR4A3	NRBP2	NRCAM	NRP1	NSMF	NTN1	NTRK2	NXPH1	OBSL1	ODF3B	OSBPL6	P4HA1	PACRG	PAM	PAPLN	PARD3B	PBXIP1	PCDHGB4	PDE1C	PDE3A	PDE8B	PDGFC	PDLIM3	PDLIM5	PDPN	PEA15	PHGDH	PIFO	PLCXD3	PLD3	PLEKHA5	PLEKHH2	PLIN3	PLOD2	PLTP	PMM1	PMP22	PON2	PLPP3	PPIL6	PPP1R14C	PPP1R32	PPP1R3C	PPT1	PRCP	PREX1	PRLHR	PROM1	PSAP	PSAT1	PTPMT1	NECTIN3	PXDC1	PYCR2	PYGL	QKI	RAB9A	RAI14	RALGPS2	RANBP3L	RERG	RERGL	RFTN2	RFX4	RGMA	RGS6	RHBDD2	RHOJ	RMST	RNF13	ROPN1L	RPGR	RSPH1	RSPH4A	RSPH9	RSPO3	RWDD3	RXRG	SALL1	SALL2	SCD	SCGB1A1	SCN1A	SDC2	SERPINB6	SERTM1	SFRP2	SHISA6	SHROOM3	SIPA1L2	SIRT2	SLC15A2	SLC1A3	SLC38A1	SLC44A1	SLC4A4	SLC6A1	SLC6A9	SLC7A11	SLIT1	SLIT2	SMAD9	SNTG1	SORCS1	SORCS2	SOX2	SOX9	SOX9-AS1	SPAG1	SPAG16	SPAG17	SPAG6	SPARC	SPARCL1	SPEF1	SPOCK1	SPON1	SRGAP3	ITPRID2	SSPOP	DENND2B	STAT3	STAT6	STEAP3	STK33	STON1	STON1-GTF2A1L	SULF1	SULF2	SUSD5	TACR1	TAGLN2	TBC1D2B	TBC1D4	TCTEX1D1	TEKT1	TF	TFF3	TGFB1	THSD4	THSD7A	TIMP2	TIMP3	TIMP4	TMBIM6	TMC5	OPN5	TMEM132C	ANO2	TMEM18	SLC35G2	TMEM231	TMEM232	TMEM47	TMEM59L	TMEM63A	TMEM9B	TNFRSF11B	TNFRSF1A	TNIK	TOM1L2	TPP1	TPPP	TPPP3	TRABD2B	TRAM2	TRIL	TRIM9	TSC22D4	TSHZ2	TSTD1	TTC29	TTR	TTYH1	TXLNB	UBL3	UCP2	VAMP5	VCAM1	VEPH1	VIM	VSTM2L	VWA3A	WDR78	WFS1	WLS	WNT5A	WNT7A	GET1	WWC1	WWTR1	YAP1	YBX3	ZBBX	ZFP36L1	ZFP36L2	ZMAT4	SMYD3	ZNF395	ZNF474	ZNF529-AS1	ZSCAN1
MANNO_MIDBRAIN_NEUROTYPES_HRGL1	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HRGL1	AASS	ACSS1	ADAMTS6	AFF1	AHNAK	ANTXR1	APCDD1	AQP4	ARHGAP5	ARHGAP5-AS1	ARHGEF26	ARHGEF26-AS1	ARMC3	ARX	ASIC3	ATP2B2	ATXN1	B3GLCT	B3GNT5	BCAN	BCO2	BLVRB	BMP6	BMP7	BRCA1	C11orf88	C1orf226	C21orf62	DIPK2A	CFAP299	C5orf49	C6orf118	C8orf34	CFAP77	C9orf24	CADM3	CAP2	CBLN4	CCDC146	CCDC151	CCDC17	CCDC173	CCDC181	CCDC39	CCND2-AS1	CD44	CDC25C	CDK6	CDO1	CDON	CELSR1	CFAP126	CFAP44	CFAP45	CHN2	CHST3	CLU	COL18A1	COL21A1	COL23A1	COL4A5	CPNE2	CRB2	CREB5	CROT	CRYAB	CRYL1	CSPG5	CSPP1	CTDSP1	CCN2	CXCL2	CCN1	DACH1	DCDC1	DCN	DDAH1	DEPTOR	DMRTA2	DNAAF1	DNAH6	DNAH7	DNAJB4	DOK5	DSG2	DTX4	ECEL1	ECHDC2	EEPD1	EFCAB1	EFHC2	EFHD2	ELN	ELOVL1	ENKUR	EPHB4	ERBB4	ERF	ERMN	EVI5	FABP7	FAM183A	GASK1B	FAM216B	FAM83H-AS1	LRATD2	FAT1	FAT3	FGFR3	FJX1	FLNC	FLVCR2	FNDC1	FOXA1	FOXA2	FOXJ1	FOXM1	FOXP2	FREM2	FRMD3	FRMPD2	FRZB	FSTL5	FZD1	FZD6	GABPB2	GCA	GDPD2	GLIS3	GNG12	GPC4	GPM6B	ADGRV1	GPRC5C	GRIK1	GULP1	HBA1	HBA2	HBG1	HBG2	HEATR5A	HEPACAM	HES1	HES5	HEY1	HK2	RIDA	HYDIN	ID3	ID4	IFI6	IGDCC3	IGDCC4	IGFBP2	IGFBP5	IGSF1	IL18	IL33	ILDR2	INHBB	INTU	IQCA1	IQCG	IRS1	ITGB8	ITPKB	JAM2	KCNG1	KCNN3	CEP126	KIAA1549L	SHISAL1	KLF15	KLHDC8A	KLHDC8B	KMT2E-AS1	LAMB2	LGI1	LHFPL6	LHX3	LIPG	LMCD1	LMX1A	LRP2BP	LRP8	LRRC17	LRRC37A3	LRRIQ1	LRRN2	LRRTM3	LTBP1	LYPD1	MAML2	MED12L	FAT2	MGST1	MIR99AHG	MLF1	MNS1	MOK	MORN2	MORN5	MPP5	MPPED2	MSI1	MSX1	NACC2	NCKAP5	NDNF	NEBL	NEK11	NES	NFATC2	NFIA	NFIB	NINJ1	NKAIN4	NKD1	NOTCH1	NOTCH2	NPNT	NPR3	NPTX2	NRBP2	NTS	NUAK2	NUDT4	NXPH1	OPHN1	OTX2	PARD3B	PBXIP1	PDE11A	PDE1A	PDE3A	PDGFC	PDLIM3	PDLIM5	PDPN	PEA15	PIFO	PIK3IP1	PLEKHA5	PLIN3	PLOD2	PLP1	PLSCR4	PLTP	PMP22	PON2	PPIL6	PREX1	PRTG	PSAT1	PSD3	PTK2B	PTPRO	PXDC1	QKI	RAB2A	RAI14	RCN1	REST	RFTN2	RFX4	RGMA	RGS4	RHOJ	RMST	RNF182	ROPN1L	RPGR	RSPH1	RSPH9	RSPO2	RTKN2	S1PR1	SAMD13	SCD	SCN1A	SERTAD4	SERTM1	SHROOM3	SLC16A9	SLC19A2	SLC25A18	SLIT1	SLIT2	SNTG1	SOX2	SOX21	SOX5	SOX6	SOX9	SPAG1	SPAG17	SPAG6	SPEF1	ITPRID2	DENND2B	STOM	STON1	STON2	SULF2	TACR1	TAGLN2	TBC1D32	TCF12	TCTEX1D1	TEKT1	TENM3	TENM4	TES	TF	TFF3	TGIF2	TMEM123	TMEM132C	CEMIP2	TMEM218	TMEM231	TMEM47	TMPRSS5	TNFRSF11B	TP73-AS1	TPBG	TRABD2A	TRAM2	TRIM59	TRIM9	TSC22D4	TSHR	TSIX	TSPAN11	TSPAN18	TTC29	TTK	TTYH1	TWIST1	VEPH1	VIM	VIT	VSTM4	VWA3A	WEE1	WFS1	WLS	WNT1	WNT5A	WNT7B	WNT8B	WSCD1	XPO4	YAP1	YBX3	ZBBX	ZBTB2	ZC3H12C	ZFP36L1	ZFP36L2	ZGLP1	SMYD3	ZNF474	ZNF682
MANNO_MIDBRAIN_NEUROTYPES_HPROGM	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HPROGM	ABCA8	ACTL6A	ACVR1	ADSS2	AGO1	AJUBA	ALCAM	SLF1	ANXA5	APOA1	AQP4	ARAP2	ARHGAP24	ARHGAP5-AS1	ARHGEF26	ARHGEF28	ARL4A	ARMC3	ARSJ	ARX	AURKB	BDH2	BIRC5	BMP1	BMP4	BMP7	BRCA1	BUB1	BUB1B	C11orf88	C1orf226	PRADC1	DIPK2A	C6orf118	TCIM	CAP2	CCDC173	CCDC8	CCNB2	CCND1	CD47	CDK1	CDC25A	CDCA3	CDCA5	CDCA8	CDKN3	CDO1	CDON	CELSR1	CENPE	CENPF	CENPQ	CENPU	CENPW	CEP152	CERKL	CFAP126	CFAP44	CHEK1	CHN2	CHRDL1	CKAP2L	CKS1B	CMTM8	CNPY1	CNTN4	CNTN6	COL27A1	COL2A1	CORIN	CRB2	CRISPLD1	CRYZ	CCN2	AGAP12P	CTHRC1	CCN1	CYTL1	CYYR1	DCC	DDC	DDIT4	DEPDC1B	DMRTA2	DNAH7	DSC2	DSG2	EFCAB1	EFCC1	EFEMP2	EFNA5	EN2	ENO1	ENPP2	ERF	FAM13A	FAM183A	GASK1B	CIBAR2	FANCI	FAT1	FAT3	FNDC1	FNDC3B	FOXA1	FOXA2	FOXJ1	FOXM1	FOXP2	FREM2	FRMD3	FZD1	FZD2	GBX2	GDPD2	GINS2	GNG5	GPD1L	ADGRV1	GRM8	GTF2F2	GTSE1	GULP1	HEATR5A	HES1	HILPDA	H2BC9	H3C2	H4C12	HJURP	HK2	HMGA1	HMGA2	HMGB2	HMMR	HYDIN	IFT88	IGDCC3	IGF2BP1	IGFBP2	IQGAP2	IRS1	ITGA6	ITGB3BP	ITGB8	JADE1	JAM2	JAM3	KCNG1	KCNMA1	KIF11	KIF15	KIF2A	KITLG	KLHDC8B	KLHL32	L3HYPDH	LGI1	LIPG	LMX1A	LMX1B	AC093510.1	LRP2	MAD2L1	MAGOH	MAGT1	MAML2	MAP6	SRF	MCM2	MCM3	MCM5	MDK	MELK	MEST	MID1	MIR3652	MIR99AHG	MLF1	MMP11	MMP2	MMRN1	MND1	MNS1	MSI1	NCAPG	NCAPG2	NCAPH	NEK11	NES	NOX4	NPY	NRCAM	NUF2	NUSAP1	NXPH1	OTX2	OTX2-AS1	P4HA1	PAM	PBK	PBXIP1	PDE11A	PDE3A	PDGFC	PDLIM5	PDZRN3	PHGDH	PIFO	PLCL1	PLEKHA5	PLK1	PLOD2	PLTP	PLXDC2	PON2	PPIL6	PPP1R3C	PRC1	PROM1	PTGR1	PTPRO	PTX3	NECTIN3	RAB13	RAI14	RALGPS2	RBM24	RBMS1	RBP1	RCN1	RCOR2	RERG	RFC3	RFX4	RIPPLY3	RNASEH2A	RPA3	RPGR	RPL13AP5	RPL18	RPL23A	RPS14	RPS19	RSPH4A	RSPH9	RSPO3	SALL1	SALL4	SCN7A	SDC2	SDC4	SERPINF1	SERTM1	SFRP2	SH3RF1	SHROOM3	SKA3	SLC39A8	SLC7A11	SLIT2	SOX2	SP5	SPAG17	SPAG6	SPC25	PLP1	STAR	STON1	SULF1	SYT2	TACC3	TBL1X	TCTEX1D1	TFF3	TMEM132C	CEMIP2	TMEM47	TMEM98	TMSB15A	TOP2A	TOX	TOX3	TPBG	TRABD2B	TRAM2	TRIM59	TROAP	TSPAN11	TTK	TTR	TWIST1	TXLNB	TYMS	UCP2	UHRF1	VIM	VSTM2L	WEE1	WNT1	WNT5A	YAP1	ZFP36L1	ZFP36L2	ZMAT4	ZNF497
MANNO_MIDBRAIN_NEUROTYPES_HPROGBP	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HPROGBP	AAMDC	ACTL6A	AJUBA	ANLN	ANP32E	ANTXR1	NAXE	ARHGAP11A	ARHGEF26	ARL4A	ASB2	ASCL1	ASPM	ATAD2	AURKA	AURKB	BCAT1	BDH2	BIRC5	BOC	BRCA1	BRCA2	BUB1	BUB1B	C19orf48	C21orf58	KNL1	CCDC34	CCNA2	CCNB1	CCNB2	CCND1	CDK1	CDC25C	CDCA3	CDCA5	CDCA8	CDHR1	CDK2	CDKN3	CELSR2	CENPE	CENPF	CENPK	CENPN	CENPQ	CENPU	CENPW	CHEK1	CKAP2	CKAP2L	CKS1B	CKS2	CLSPN	CNPY1	COL2A1	CPSF3	CRB2	CROT	CRYM	CRYZ	CCN2	CTNNAL1	CCN1	DBF4	DEPDC1	DEPDC1B	DHFR	DLGAP5	DMBX1	DMRTA2	DNAJC9	DSC2	DSG2	DSN1	DTX4	ECT2	EEF1D	ENOSF1	EPHB2	ESCO2	PIMREG	DIS3L2	FAM72A	FAM83D	FANCB	FANCI	FAT3	FBLN2	FBXO5	FGFR3	FNDC3B	FOXA2	FOXM1	FZD1	FZD2	GBX2	GINS1	GINS2	GMNN	GNG5	GPSM2	GSTP1	GTSE1	GULP1	H2AX	H2AZ1	HAT1	HELLS	HERC2P4	HES1	HES5	H2BC9	H3C2	H3C3	H4C9	H4C12	HJURP	HK2	HMGA1	HMGA2	HMGB2	HMGN2	HMMR	RIDA	IGDCC3	IGF2BP1	IGFBP2	ILDR2	IRX2	IRX3	ITGB3BP	ITGB8	JAM2	KCNQ2	CIP2A	KIF11	KIF14	KIF15	KIF18A	KIF22	KIF23	KIF2A	KIF2B	KIF2C	KIF4A	KIRREL2	KNSTRN	LAMA1	LBR	LGR5	LHFPL6	LIMCH1	LITAF	LMNB1	LMNB2	LRP2	LRRN1	MAD2L1	MAT2B	SRF	MCM5	MCM6	MCM7	MDK	FAT2	MELK	MID1	MIR221	MIR454	MIR99AHG	MIS18BP1	MKI67	MND1	MSI1	MTTP	MXRA8	MYBL2	MYLK	NCAPD2	NCAPG	NCAPG2	NCAPH	NEK2	NELL2	NES	NOTCH1	NPTX2	NRARP	NUF2	NUSAP1	OTX2	OTX2-AS1	PAICS	PAPPA	PARPBP	PBK	PCDH8	PCNA	PDE1A	PDPN	PDZRN3	PHGDH	PIEZO2	PIF1	PLIN3	PLK1	PLP1	PLSCR1	PMAIP1	POU3F1	POU3F2	PRC1	PRR11	PRTG	PTTG1	PTX3	RACGAP1	RAD51AP1	RCOR2	RFC3	RFC4	RFTN2	RFX4	RNASEH2A	RNF13	RPA3	RPL13AP5	RPL18	RPL23A	RPS14	RPS19	RRM2	RTKN2	SALL1	SALL4	SAPCD2	SCUBE1	SFRP1	SFRP2	SGO1	SGO2	SHISA2	SHISA3	SHROOM3	SKA3	SLC39A4	SLC6A8	SMC4	SNRPF	SOX1	SOX2	SOX9	SP5	SPAG5	SPC25	SPDL1	STK17B	STON1	STON1-GTF2A1L	SYT2	TACC3	TDP1	TET1	TGIF2	TIMELESS	TK1	NEMP2	CEMIP2	TMEM97	TMPO	TMSB15A	TOP2A	TP53TG1	TPX2	TRIM59	TROAP	TSIX	TTK	TYMS	UBE2C	UBE2T	UHRF1	VEPH1	VIM	VIT	WEE1	WNT5A	WNT7A	XRCC3	YAP1	ZC3H12C	ZFP36L1	ZFP36L2	ZGRF1	ZNF395	ZNF519	ZNF738	ZNF878	ZWINT
MANNO_MIDBRAIN_NEUROTYPES_HPROGFPL	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HPROGFPL	AASS	ACVR2B	ADAMTS6	AJUBA	AK4	SLF1	ANLN	AP5M1	NAXE	ARHGEF26	ARL4A	ARX	ASPM	ATAD2	ATAD5	AURKA	AURKB	B3GNT5	BARD1	BDH2	BIRC5	BMP7	BRCA1	BRCA2	BUB1	BUB1B	C21orf58	C22orf15	DIPK2A	CALML4	CAP2	KNL1	CCDC8	CCNA2	CCNB1	CCNB2	CCND1	CDK1	CDC25A	CDC25C	CDCA3	CDCA5	CDCA8	CDH2	CDK2	CDK6	CDKN3	CELSR1	CENPE	CENPF	CENPN	CENPU	CENPV	CENPW	CEP152	CHAF1A	CHEK1	CHN2	CHRDL1	CKAP2	CKAP2L	CKS1B	CLSPN	CNN2	CNPY1	CNTN4	CNTN6	COL2A1	CRB2	CRYZ	CCN2	CTNNAL1	CCN1	CYYR1	DBF4	DDC	DEK	DEPDC1	DEPDC1B	DHFR	DLGAP5	DMRTA2	DOK1	DSC2	DSG2	ECT2	EEF1D	EFNA5	EFS	ELOVL2	EN2	ENKUR	EPHB2	ESCO2	EZH2	GASK1B	PIMREG	DIS3L2	FAM72A	FAM83D	LRATD2	FANCB	FANCI	FBLN1	FBN1	FBXL7	FBXO5	FNDC3B	FOXA1	FOXA2	FOXM1	FREM1	FREM2	FRMD6-AS1	FZD1	FZD2	FZD3	GBX2	GINS1	GINS2	GMNN	GNG5	GPC4	GPRC5C	GPSM2	GPX8	GTSE1	GULP1	H2AX	MACROH2A2	HELLS	HES1	H2BC9	H3C2	H3C3	H4C6	H4C11	HJURP	HK2	HMGA1	HMGA2	HMGB2	HMGN2	HMMR	JPT2	IGDCC3	IGF2BP1	IGF2BP3	IGFBP2	ITGB3BP	JAM2	JAM3	KCNQ2	DENND11	KIF11	KIF14	KIF15	KIF18A	KIF22	KIF23	KIF2A	KIF2C	KIF4A	KLHDC8B	KNSTRN	LGI1	LIPG	LMNB1	LMNB2	LMX1A	LMX1B	LOXL4	LRP2	LSM4	LTBP1	MAD2L1	MASTL	MAT2B	SRF	MCM2	MCM3	MCM6	MCM7	MDK	MELK	MEST	MID1	MIR99AHG	MIS18BP1	MKI67	MMRN1	MND1	MSI1	MT1X	MYBL2	NCAPD2	NCAPG	NCAPH	NEK2	NELL2	NES	NKD1	NPY	NRCAM	NUDT4	NUF2	NUSAP1	OTX2	OTX2-AS1	PARPBP	PBK	PDGFC	PDZRN3	PHGDH	PIF1	PIP5K1B	PLEKHA5	PLK1	PLOD2	PMAIP1	POU3F1	PRC1	PROM1	PRR11	PRTG	PSRC1	PTGR1	PTPRK	PTPRO	PTTG1	PTX3	NECTIN3	RAD51AP1	RAI14	RANBP1	RBM24	RCN1	RCOR2	REST	RFC3	RFX4	RNASEH2A	RPA3	RPL13AP5	RPL23A	RPS14	RPS19	RRM2	RTKN2	SALL1	SALL4	SDC1	SDC2	SFRP2	SFXN2	SGO1	SGO2	SHROOM3	SIVA1	SKA3	SLC39A8	SLIT2	SMAD6	SMC2	SMC4	SNORA18	SNORD73A	SNRPB	SOX2	SOX21	SPAG5	SPC25	SPDL1	STK17B	STON1	SYT2	TACC3	TCF12	TCF3	TENM4	TET1	TFF3	TIMELESS	TK1	TMEM123	TMEM132C	CEMIP2	TMEM47	TMPO	TMSB15A	TOP2A	TOX3	TPBG	TPX2	TRABD2B	TRIM59	TROAP	TSPAN11	TSPAN18	TSPAN19	TTK	TWIST1	TXLNB	TYMS	UBE2C	UBE2T	UHRF1	VEPH1	VIM	VIT	VRK1	VSTM2L	WEE1	WNT1	WNT5A	WNT7A	YAP1	ZEB2	ZFHX3	ZFP36L1	ZFP36L2	ZMAT4	ZWINT
MANNO_MIDBRAIN_NEUROTYPES_HPROGFPM	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HPROGFPM	ACTL6A	ADAMTS5	ADAMTS6	AJUBA	AK4	ALDH6A1	SLF1	ANLN	ANP32E	ANTXR1	AP5M1	ARHGAP11A	ARHGEF26	ARL4A	ARX	ASPM	ATAD2	PGGHG	AURKA	AURKB	BIRC5	BMP4	BMP7	BRCA1	BRCA2	BUB1	BUB1B	C19orf48	C21orf58	C22orf15	DIPK2A	C6orf118	CAP2	KNL1	CCDC34	CCDC8	CCNA2	CCNB1	CCNB2	CCND1	CDK1	CDC25A	CDC25B	CDC25C	CDCA3	CDCA5	CDCA8	CDKN3	CEBPA	CENPE	CENPF	CENPK	CENPN	CENPQ	CENPU	CENPW	CEP152	CHAF1A	CHEK1	CHN2	CHRDL1	CHST9	CKAP2	CKAP2L	CKS1B	CKS2	CLSPN	CNN2	CNPY1	CNTN6	COL2A1	CPSF3	CRB2	CRNKL1	CRYZ	CSRP2	CSTF3-DT	CTNNAL1	CTNNBL1	CCN1	DANCR	DBF4	DCC	DDC	DEK	DEPDC1	DEPDC1B	DHFR	DLGAP5	DMRTA2	DSC2	DSG2	DSN1	ECT2	EEF1D	EFS	EN2	EPHB2	EPHB4	ERF	ESCO2	EXOSC8	GASK1B	PIMREG	DIS3L2	FAM72A	FAM83D	LRATD2	FANCB	FANCI	FBLN1	FLRT2	FNDC1	FOXA1	FOXA2	FOXM1	FREM1	FREM2	FRMD6-AS1	GALNT7	GAS2	GBX2	GINS1	GINS2	GMNN	GNG5	GPRC5C	GPX8	GSTP1	GTF2H2	GTSE1	GULP1	H2AZ1	HADH	HELLS	HES1	HILPDA	H2BC9	H2BC11	H3C2	H3C3	H3C7	H4C6	H4C9	H4C11	H4C12	H2AW	HJURP	HK2	HMGA1	HMGA2	HMGB1	HMGB2	HMGB3	HMGN2	HMGN5	HMMR	HNRNPA1P1	HSH2D	HUNK	IGDCC3	IGDCC4	IGF2BP1	IGFBP2	IMMP1L	INPPL1	IRS1	ITGB3BP	JAM2	KCNQ2	KDM4A-AS1	CIP2A	KIF11	KIF14	KIF15	KIF18A	KIF22	KIF23	KIF2A	KIF2B	KIF2C	KIF4A	KLHDC8B	KNSTRN	KPNA2	KRT19	LDHA	LGI1	LGR5	LIX1	LMNB1	LMX1A	LMX1B	AC093510.1	LOXL2	LRP2	LTBP1	MAD2L1	MAGOHB	MAGT1	MARCO	MAT2B	MBD4	MBNL2	SRF	MCM2	MDK	MELK	MEST	MID1	MIR99AHG	MIS18BP1	MKI67	MLLT3	MMP2	MND1	MRPL22	MRPS15	MSI1	MT1X	MTRNR2L8	N4BP3	NAP1L1	NCAPD2	NCAPG	NCAPG2	NCAPH	NEK2	NES	NPM1	NPY	NR2F6	NUF2	NUSAP1	NXPH2	OTX2	OTX2-AS1	PAICS	PARPBP	PBK	PDGFC	PDPN	PHGDH	PIEZO2	PIF1	PIH1D1	PKIB	PLEKHA5	PLIN2	PLIN3	PLK1	PMAIP1	POU3F1	PRC1	PRDX2	PROM1	PRR11	PRTG	PTGR1	PTPRO	PTTG1	PTX3	RACGAP1	RAD51AP1	RAN	RBM24	RBMX	RCN1	RCOR2	REST	RFC4	RFX4	RMST	RNASEH2A	RNF175	RPA3	RPL13AP5	RPL18	RPL23A	RPL26	RPL36A-HNRNPH2	RPS14	RPS19	RPS3	RRM2	RTKN2	SALL1	SALL4	SCARNA22	SDC1	SDC2	SEPTIN1	SFRP2	SFXN2	SGO1	SGO2	SHROOM3	SIVA1	SKA3	SLC4A1	SLC6A8	SMC2	SMC4	SNORD22	SNRPC	SNRPF	SOX2	SOX21	SPAG5	SPC25	SPDL1	STMN1	STON1	SVIP	SYNE2	SYT4	TACC3	TBL1X	TCF12	TDP1	TEAD2	TENM4	TFF3	TMEM123	TMEM132C	CEMIP2	TMPO	TMPO-AS1	TMSB15A	TOP2A	TOX3	TP53TG1	TPBG	TPX2	TRIM59	TROAP	TTK	TWIST1	TXLNB	TYMS	UBE2C	UBE2S	UBE2T	UCP2	UHRF1	VIM	VRK1	VWCE	WEE1	WNT1	WNT5A	YAP1	MAP3K20	ZFP36L1	ZMAT4	ZWINT
MANNO_MIDBRAIN_NEUROTYPES_HNPROG	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HNPROG	ABCA1	ACTL6A	ADAMTS5	ADORA2A-AS1	AGO1	ANKRD13B	ARHGAP11A	ARHGAP28	ARL4A	ASB2	ASCL1	ASPM	ATP8A1	ATP8B5P	BDH2	BHLHE22	BIRC5	BOC	BRSK2	BUB1B	VXN	CADPS	KNL1	CBFA2T2	CCDC152	CCDC88B	CCNA2	CCNB2	CCND1	CCND2	CD24	CDK1	CDC25B	CDCA3	CDCA8	CDKN1C	CELF3	CELSR3	CENPF	CHN2	CHST1	CKAP2L	CLVS1	COBL	CRB1	CRNDE	CCN1	DCC	DCX	DDC	DEPDC1	DEPDC1B	DLGAP5	DLL1	DLL3	DMRTA2	DNAH2	DOK5	DPH5	EBF2	EFS	ELAVL2	ELAVL4	ENO3	EPB41	EPHA4	EPHB2	FAM189A1	PIMREG	DIS3L2	FAM72A	FAM83D	FBXW7	FMN2	FNDC5	FOXA2	FOXN3	FREM2	FRMD5	GNG5	GPC2	GPRIN3	GPSM2	GSE1	GTSE1	GULP1	HEPACAM2	HES6	HIC2	H2BC9	H3C2	H3C7	HJURP	HMGA1	HMGB2	HNRNPA1L2	HNRNPA1P1	HUNK	IGDCC3	IGF2BP1	IGFBPL1	IGSF9	INSM1	ANOS1	KCNQ2	KIAA1755	KIF11	KIF14	KIF15	KIF23	KIF2C	KIF4A	KLHDC8A	LAMA5	LMOD3	ASPA	MAD2L1	MAGOHB	MAP6	MAT2B	MEGF6	MFNG	MIAT	MIR17HG	MKI67	MLLT11	MSANTD3-TMEFF1	MSI1	MT1X	MUSTN1	MYT1	NCAPH	NDNF	NEK2	NES	NEUROD1	NEUROD4	NEUROG1	NEUROG2	NHLH1	NKX2-3	NPTX2	NRN1	NUF2	NUSAP1	OTX2	PAK1	PARPBP	PBK	PCBP4	PCDH8	PCSK2	PDE11A	PDE1A	PDPN	PHF21B	PHLDA1	PIF1	PLK1	PMAIP1	POU3F1	POU3F2	PPP1R17	PRC1	PRDX1	PRMT8	PROSER1	PSRC1	PTX3	RACGAP1	RAP1GAP2	RCOR2	RFTN2	RGS4	RHOH	RHOU	RNF165	RPL13AP5	RPL18	RPL23A	RPL36A-HNRNPH2	RPS14	RPS19	RTKN2	SCARNA14	SEMA3A	SGO1	SGO2	SLC6A8	SNHG5	SOX11	SOX2	SP5	SRL	SRRM4	ST18	STK17B	STMN1	TACC3	TAGLN3	TCF12	TEAD2	TFDP2	THSD7A	TMEM132B	TMEM169	CEMIP2	TMPRSS5	TMSB15A	TNFRSF19	TOP2A	TP53I11	TP53TG1	TPX2	TRIM59	TSIX	TSPAN11	TSPAN18	TUBB3	UBE2C	WNT5A	WNT7A	XIST	ZBTB18	ZC3H12C	ZMAT4	ZNF28	ZNF573	ZNHIT2
MANNO_MIDBRAIN_NEUROTYPES_HNBM	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HNBM	ACVR2B	ADAMTS5	AFAP1	AJAP1	AMER2	ANK2	AP3B2	APOL4	ASIC3	ASXL3	ATCAY	ATL1	ATP1A3	AUTS2	BCL11A	BHLHE22	BRSK2	BSN	BZW2	C11orf95	C1orf35	C3orf14	CADM1	CADPS	CALB2	CASD1	CBFA2T2	CCBE1	CCSAP	CD2	CD24	CD27-AS1	CDC42EP3	ADA2	TMEM121B	CELF3	CELSR3	CHML	CHN2	CLVS1	CLVS2	CNR1	CNTN2	CRB1	CRMP1	CSMD3	CSRNP3	CTNNA2	CXADR	DCC	DCLK1	DCX	DLL3	DMRTA2	DNAJB5	DPYSL3	DPYSL4	DPYSL5	DSCAML1	DUSP26	EBF1	EBF2	EBF3	EDIL3	EFS	ELAVL2	ELAVL3	ELAVL4	EN2	EPB41	FAM214A	CYRIA	TLCD3B	DIS3L2	FGF9	FMN2	FNDC5	FOXA1	FOXA2	FOXP2	GABARAPL1	GAP43	GAS2	GDAP1L1	GDPD1	GDPD3	GFRA1	GNG2	GNG3	GPC2	GPM6A	ADGRG1	TAMALIN	GREM2	GRIK2	GRIN3A	GRM8	GSE1	HEPACAM2	H2AW	JPT1	HS3ST1	IGFBPL1	INA	INHBA-AS1	INSM1	KCNH8	KCNQ3	CRACD	KIF21B	KIF5C	KLC1	KLHL35	LCOR	LMOD3	LPAR2	LRRC55	LRRTM2	LRRTM4	LZTS1	MAB21L1	MAML3	MAP1B	MAP2	MAP3K9	MAP6	MAPK6	MAPK8	MCF2L	MDGA1	MEGF6	MIAT	MIB1	MICAL1	MIR124-2HG	MIR671	MIR7-3	MLLT11	MSANTD3-TMEFF1	MTUS2	MYT1	NAPB	NAV1	NCAM1	NCAN	NEDD4L	NEUROD1	NEUROD4	NEUROD6	NEUROG2	NFASC	NFIX	NHLH1	NHLH2	NKAIN1	NNAT	NOVA1	NRN1	NRSN1	NSG1	NXPH4	OTP	PAK3	PAPPA	PBX3	PCBP4	PCDHGC3	PCDH8	PCSK2	PDE4DIP	PDP1	PEX5L	PGBD5	PHACTR3	PHF21B	PHLDA1	PHTF1	PITX2	PKP2	PLEKHA6	PLXNA3	POLB	POU2F2	POU3F1	POU3F2	POU6F1	PPP1R17	PRDM8	PRKAR2B	PRKX	PTPRG	PTPRO	RAB11FIP4	RAB3C	RALGDS	RAP1GAP2	RBFOX2	RBFOX3	RCOR2	RELN	RGMB	RGS4	RHOU	RMST	RND3	RNF165	ROBO1	ROBO3	RPS19	RUFY3	RUNDC3A	SAMD5	SBK1	SCG3	SCG5	SCHIP1	SCN3A	SCN8A	SCRT2	SEC31B	SEMA6C	SEZ6	SHF	SHOX2	SKIDA1	SLC17A6	SLC22A15	SLC38A1	SLC46A3	SLC4A8	SLITRK1	SMIM18	SMPD3	SNAP25	SOBP	SOGA3	SOX11	SOX4	SOX5	SRL	SRRM4	SSBP3	SSTR2	ST18	ST6GAL1	ST6GAL2	ST8SIA2	ST8SIA3	STMN1	STMN2	STMN4	STXBP5	SV2B	SVIP	SYT7	TAGLN3	TERF2IP	TES	THSD7A	TMEM163	TMEM169	PIP4P2	MACO1	TMEM86B	TMSB15A	TMTC4	TOX3	TRIM36	TRPM8	TSIX	TSPAN11	TSPAN13	TUBA1A	TUBB2B	TUBB3	TUBB4A	UBE2QL1	VASH2	VAV3	VWA5A	VWDE	XIST	XKR4	ZBTB46	ZFHX4	ZHX1	ZMAT4	ZNF117	ZNF195	ZNF33A	ZNF529-AS1	ZNF737	ZNF738	ZNF878	ZSCAN9
MANNO_MIDBRAIN_NEUROTYPES_HNBML1	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HNBML1	ACTL6B	ACVR1B	ACVR2B	AKR1C1	AKR1C2	AMER2	ANK2	ANK3	AP1S2	ARPP21	ASIC4	ASNS	ASXL3	ATCAY	ATL1	ATP11C	ATP1A3	BASP1	BCL11A	BIN1	BRSK2	BZW2	C1orf35	C1QL1	C1QL4	C2CD4C	CACNB3	CACNB4	CACNG7	CADPS	CBLN2	CCBE1	CCDC122	CCDC184	CD2	CD24	CDK5R1	ADA2	CELF3	CELF5	CELF6	CELSR3	CLCN4	CMIP	CNR1	CNTN2	CRMP1	CSMD3	CSRNP3	CTNNA2	CXADR	CXXC4	DCC	DCX	GSDME	DOCK3	DOCK4	DOK6	DPYSL3	DRD2	DSCAM	DTD1	DUSP26	EBF1	EBF3	EDIL3	ELAVL2	ELAVL3	ELAVL4	EPB41	EPHA8	ETFB	FAM155A	FAM189A1	TAFA2	CYRIA	TLCD3B	RIPOR2	FGF12	FGF14	FGF9	FHOD3	FMN2	FNIP2	FOXA1	FOXA2	FOXD2	FOXD2-AS1	FOXP2	GABRB3	GABRG2	GAP43	GDAP1L1	GLRA2	GNAL	GNG2	GNG3	GP1BB	GPC2	GPM6A	GPR12	GPRIN3	GRIA2	GRIN3A	GRM4	GSE1	MACROH2A2	HS6ST3	IGSF9	INA	INSM1	ISLR2	ITGA6	JPH4	JUP	KCNA3	KCNH8	KCNQ3	KCTD4	ARFGEF3	KIF21A	KIF21B	KIF26A	KIF3C	KIF5C	KLC1	KLHL32	KLHL35	LCOR	LHX1	LINGO1	AC010931.1	ASPA	LPAR2	LPCAT4	PLPPR1	PLPPR3	LRRC49	LRRC55	LRRTM4	MAML3	MAP1B	MAP2	MAP6	MAP7D2	MAPK6	MAPK8	MAPK8IP2	MAPRE3	MAST1	MCF2	MCF2L	MIAT	MICAL1	MIR124-2HG	MIR7-3	MLLT11	MPP3	MSANTD3	MSANTD3-TMEFF1	MSI1	MYO5A	MYT1	NAP1L3	NAPB	NAV1	NCAM1	NDRG4	NDST3	NEGR1	NELL2	NFASC	NHLH2	NKAIN2	NKX6-2	NMNAT2	NNAT	NREP	NRN1	NSG1	NUAK1	NXPH4	NYAP1	OCIAD2	OLFM1	OLFM3	ONECUT1	ONECUT2	PAFAH1B3	PAK3	PAK5	PALB2	PCBP4	PCDH11X	PCDH9	PCSK1	PCSK1N	PDE1A	PDZD7	PER1	PEX5L	PGM2L1	PHACTR3	PHF21B	PHLDA1	PHYHIPL	PITX2	PKP2	PLCL1	PLCXD3	PLEKHA6	POU2F2	POU3F1	POU3F2	PRKACB	PRKAR2B	PRRT2	PSD2	PTPN3	PTPN5	RAB3A	RAB3C	RAB9B	RAP1GAP2	RAPGEF5	RASGEF1B	RBFOX2	RHOU	RNF112	RNF165	RNF175	ROBO1	ROBO2	RPL13AP5	RPL23A	RPS19	RPS6KA2	RTN1	RUFY3	RUNDC3A	RUSC1	SAMD5	SBK1	SCAMP5	SCG3	SCG5	SCN3A	SCN8A	SCUBE1	SEMA3A	SEMA3E	SEZ6L	SEZ6L2	SH3PXD2A	SHISA2	SHISA6	SHROOM2	SIM1	SLC17A6	SLC22A15	SLC37A1	SLC38A1	SLC4A8	SMIM18	SMPD3	SNAP25	SNAP91	SOX11	SOX4	SPINT2	SRGAP1	SRRM4	SRSF12	ST6GAL1	ST8SIA3	STMN1	STMN2	SV2A	SVOP	SYBU	SYCP2	SYN3	SYT4	SYT6	SYT7	TAC1	TAGLN3	TBC1D3	TENM1	THSD7A	TMEM132B	TMEM169	TMEM178A	TMEM196	TMEM35A	TMSB15A	TOX3	TRIM36	TRIM67	TRMT13	TSC22D1-AS1	TSIX	TTC9B	TUBA1A	TUBB2B	TUBB3	TULP4	UBE2QL1	UCHL1	UNC13A	USP44	VASH2	VWDE	WNT7A	XIST	XKR4	XPR1	YPEL4	YWHAG	ZBED6CL	ZBTB38	ZBTB6	ZC3H8	ZMAT4	ZNF521	ZNF697	ZNF737	ZNF878
MANNO_MIDBRAIN_NEUROTYPES_HRN	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HRN	ACSL6	ACTL6B	ACVR1B	ACVR2A	ADAMTS5	ADARB2	AKAP6	AKR1C1	AKR1C2	ALDH1L2	AMER2	ANK2	ANK3	ANKRD44	AP1S2	APLP1	ARRB1	ASIC4	ASXL3	ATCAY	ATL1	ATP1A3	ATP6V1H	AUTS2	B3GALT2	BAALC	BASP1	BCL11A	BEND5	BIVM-ERCC5	BRINP2	BZW2	C1orf21	C1orf35	C1QL4	CACNB3	CACNG2	CADPS	CBLN2	CCDC184	HAUS1	CD2	CD24	CDC42EP3	CDH22	CDK5R1	ADA2	TMEM121B	CELF3	CELF4	CELF5	CELSR3	CERS6	CHGA	CHML	CLVS1	CLVS2	CNR1	CNTN4	COMMD3-BMI1	COMTD1	CPEB3	CRMP1	CTNNA2	CXADR	DCLK1	DCX	DMRTA2	DNM3	DOCK3	DOK4	DOK6	DPYSL2	DPYSL3	DUSP26	DUSP4	EBF3	EDIL3	ELAVL2	ELAVL3	ELAVL4	ELOVL4	EMX2	EMX2OS	ENC1	ENOX1	EPB41	EPB41L1	ESRRG	ETFB	FAM117B	TMEM185B	TAFA2	TLCD3B	FAXC	FBLL1	FBXL16	FGF12	FGF14	FHOD3	FNIP2	FOXA2	FOXP2	GABRB3	GABRG2	GAP43	GDAP1L1	GLRA2	BICRAL	GNG2	GNG3	GOLGA7B	GOLGA8B	GPC2	GPM6A	GPR155	GPRIN1	GREM2	GRIA2	GRIK2	GRIN3A	GRIP1	HIVEP3	NSG2	HOOK1	HUNK	INA	IQCJ-SCHIP1	ISLR2	JAKMIP1	JPH4	KCNA3	KCNC1	KCND2	KCNH8	KCNQ3	KHDRBS3	ARFGEF3	KIF21B	KIF26A	KIF3A	KIF3C	KIF5C	KLC1	KLHL1	KLHL35	KMO	L1CAM	LETMD1	LHFPL4	LHX1	LMTK3	AC010931.1	LONRF2	LONRF3	LPAR2	LPGAT1	LPIN1	PLPPR2	PLPPR4	LRFN5	LRRC49	LRRTM4	LZTS1	MAP1B	MAP2	MAP6	MAP7D2	MAPK6	MAPK8	MAPK8IP2	MAPRE2	MARCHF1	MCF2	MCF2L	MIAT	MIR124-2HG	MIR22HG	MLLT11	MMP24	MSANTD3-TMEFF1	MTUS2	MYO5A	MYT1	NAP1L5	NAPB	NCAM1	NCAN	NCDN	NEDD4L	NFASC	NHLH2	NKAIN1	NKAIN2	NLGN4X	NMNAT2	NNAT	NOL4	NOVA1	NREP	NRN1	NRSN1	NRXN1	NSG1	NXPH4	OCIAD2	OPN3	OSBPL6	PAFAH1B3	PAK3	PAK5	PAPPA	PBX3	PCDHGC3	PCDH9	PCDHA7	PCSK2	PDE11A	PDE4DIP	PEX5L	PGM2L1	PHACTR3	PHF21B	PHYHIPL	PITX2	PLEKHA6	PLXNA3	POU2F2	POU3F1	POU4F1	PPFIA2	PPP3R1	PRICKLE2	PRKAR2B	PRSS12	PTPN5	PTPRO	RAB3A	RAB3C	RAB3IP	RAB9B	RALYL	RAPGEF5	RBFOX1	RBFOX2	RBM18	RELN	RIMS4	RND3	RNF112	RNF182	ROBO2	ROBO3	RSBN1	RTN1	RUNDC3B	RUNX1T1	SAMD14	SAMD5	SBK1	SCARA5	SCG3	SCN3A	SCRT2	SEMA3C	SEPTIN3	SEZ6L2	SH3BP5	SHANK2	SHISA6	SLC16A14	SLC17A6	SLC1A2	SLC22A15	SLC37A1	SLC38A1	SLC6A15	SLC8A2	SMAP2	SMIM18	SMPD3	SNAP25	SNAP91	SNCG	SORCS3	SOX11	SOX4	SRCIN1	SRRM4	SSBP3	ST6GAL2	ST8SIA3	CDK7	STMN1	STMN2	STMN4	STXBP1	SV2A	SYBU	SYP	SYT13	SYT7	TAGLN3	TBC1D2B	TENM2	TERF2IP	TES	THSD7A	TMEM132B	TMEM169	TMEM196	TMEM35A	TRHDE	TRIM36	TSC1	TSIX	TUBB2B	TUBB3	UBE2QL1	UCHL1	UNC79	USP49	VASH2	XIST	YWHAG	ZBED4	ZBTB6	ZFHX3	ZFHX4	ZNF124	ZNF354A	ZNF497	ZNF697	ZNF91	ZSCAN9
MANNO_MIDBRAIN_NEUROTYPES_HNBML5	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HNBML5	AASDHPPT	AATK	ABLIM3	ACTL6B	ACVR1B	ACVR2A	ADARB2	ADAT2	ADD2	AFF2	AJAP1	AKAP1	AKR1C1	AMER2	AMER3	AMPH	ANK2	ANK3	ANKIB1	ANKRD13B	ANKRD44	ANKS1B	APBA2	APC	APC2	APLP1	APOL6	ARPP21	ASIC1	ASIC4	ASXL3	ATCAY	ATP1A3	ATP8A1	AUTS2	B3GALT2	ADGRB3	BASP1	BCL11A	BCL11B	BEND4	BHLHE22	BICD1	BSN	TSPOAP1	BZW2	C1orf35	C22orf42	CACNA1G	CACNB3	CACNG2	CADPS	CASKIN1	CASZ1	CBLN4	CCDC112	CCDC85A	CCDC85B	CD2	CD24	CDH13	CDH4	CDK5R1	TMEM121B	CELF3	CELF4	CELF5	CELSR3	CHGA	CHN2	CHST1	CLCN4	CLUL1	CMIP	CNGB1	CNR1	CNTNAP2	COMTD1	CORO2A	CPEB2	CPEB3	CPEB4	CRMP1	CSRNP3	CXADR	DACT1	DACT3	DCC	DCX	DGKE	DICER1	DLG3	DMTN	DNAJC16	DNAJC6	DNER	DNM3	DOK6	DOT1L	CTSC	DPYSL3	DSCAM	DUSP26	DUSP4	EFCAB7	ELAVL2	ELAVL3	ELAVL4	EMX2	EMX2OS	ENC1	ENO2	EPB41	EPHA3	ERC2	ESRRG	EYA1	F11R	FABP3	TCAF1	FAM117B	FAM155A	TAFA2	FAM214A	TLCD3B	RIPOR2	FAM81A	LRATD1	FBXL12	FGF14	FGF9	FICD	FMN2	FNDC9	FOXA2	FRMD5	FRY	FSCN1	FSD2	FTO	FUT9	GABRA1	GABRB2	GABRG2	GAD1	GAD2	GATA2	GATA3	GATA3-AS1	GNAO1	GNG2	GNG3	GNPTAB	GOLGA8B	GPC2	GPM6A	GPR12	GPR137C	GPR26	GRIA1	GRIA2	GRIA4	GRIP1	GRIP2	GRM7	GSE1	MACROH2A2	HBA1	HBB	HCN3	HDAC1	HERC1	HIVEP3	NSG2	HOOK1	HS3ST4	HS6ST3	IGBP1	IGFBPL1	INA	INSM1	IRF2BPL	IRGQ	IRX2	JAKMIP2	JPH4	KALRN	KCNC1	KCNC2	KCNH8	KCNMA1	KCNMB2	KDM5B	CRACD	ARFGEF3	CEP126	SHISAL1	KIF21A	KIF21B	KIF5C	KIRREL3	KLC1	KLF7	KLHL14	KLHL35	KSR2	L1CAM	LARP1B	LHFPL4	LHX1	LHX5-AS1	LINGO1	LMO1	LMOD3	LMTK3	LINC00205	LONRF2	LPIN1	PLPPR1	PLPPR2	LRCH2	LRRTM2	MAP1B	MAP2	MAP3K9	MAP6	MAP7D2	MAPK8	MAPRE3	MARK1	MAST1	MCF2	MDGA1	MDGA2	MED12L	MEG3	MFSD6	MIAT	MICU3	MIR124-2HG	MLLT11	MMP24	MSANTD3-TMEFF1	MTUS2	MUC19	MVB12B	MYT1	MYT1L	NALCN	NAP1L3	NAV1	NBEA	NCAM1	NCAN	NCDN	NCS1	NDRG4	NEDD4L	NELL1	NFASC	NKAIN2	NKX2-2	NLN	NMNAT2	NNAT	NOL4	NOVA1	NOVA2	NPTXR	NREP	NRXN1	NRXN2	NRXN3	NSG1	NTNG1	NUAK1	NXPH2	ONECUT1	OPCML	OPTN	OSBPL6	PAK3	PAK5	PAPPA	PAPPA2	PAQR5	PAX5	PBX3	PCDH11X	PCDH7	PCDH9	PCGF3	PDE11A	PDP1	PDS5B	PDZD7	PEG3	PGM2L1	PHACTR3	PHF21B	PHYHIPL	PIANP	PITPNC1	PLEKHA6	PLXNA2	PLXNA3	PLXNA4	PLXNC1	PNMA2	PNOC	POU2F1	POU2F2	PLPP2	PPFIA2	PPP1R17	PPP2R3A	PRKACB	PRKAR2B	PRKCB	PROX1	PRSS12	PSD2	PTPN5	PTPRN2	PTPRO	PTPRT	RAB11FIP4	RALGPS1	RAP1GAP2	RAPGEF5	RBFOX1	RBFOX2	RCOR2	REEP2	RGS7BP	RIMS1	RIMS2	RIMS4	RNF112	ROBO1	ROBO2	RPH3A	RTN1	RUNX1T1	RYR2	SAMD11	SAMD14	SBK1	SCAI	SCARNA22	SCD5	SCN2A	SCN3A	SCN3B	SCN8A	SCRT2	SEC31B	SEPTIN3	SERTAD4	SEZ6L2	SH3BP5	SHANK2	SHISA2	SIX3	SIX3-AS1	SLC12A5	SLC16A9	SLC32A1	SLC37A1	SLC38A1	SLC8A2	SLC9A6	SLCO3A1	SLITRK1	SLITRK4	SMAD9	SMPD3	SNAP25	SNORA12	SOX1	SOX11	SOX14	SOX4	SPEF1	SPEG	SPOCK3	SRCIN1	SRRM3	SRRM4	SSBP3	ST18	ST8SIA3	STK32B	STMN2	STMN4	STRIP1	STXBP1	SULT4A1	SV2A	SYBU	SYNPR	SYT13	SYTL2	TAC1	TAGLN3	TAL1	TAOK3	TCERG1	TCERG1L	TENM1	TENM2	TERF2IP	THSD7A	TMCC1	OPN5	TMEM132B	TMEM169	TMEM192	TMEM35A	MACO1	TMOD2	TNFRSF6B	TOX2	TOX3	TP53I11	TRHDE-AS1	TRIM13	TRIM36	TRIM67	TSHZ2	TSIX	TSPYL4	TUBB2B	TUBB3	UBE2QL1	UBN2	UCP3	UNC13A	USH2A	USP27X	USP49	VASH2	VSNL1	VSTM2A	VSTM2B	WNT11	XKR4	XKR6	XPR1	YWHAG	ZBTB43	ZC3H12C	ZFHX2	ZFHX3	ZFHX4	ZFPM2	ZHX1	ZNF117	ZNF195	ZNF283	ZNF385D	ZNF441	ZNF697	ZNF776	ZNF793
MANNO_MIDBRAIN_NEUROTYPES_HDA	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HDA	ACOT7	ACSL4	ACSL5	ACTL6B	ACVR1B	ADARB2	ADCY2	ADCY8	AJAP1	AKAP1	AKAP12	AKR1C1	AKR1C2	AMPH	ANK1	ANK2	ANK3	ANKRD12	ANKRD13B	ANKRD36B	ANKRD55	AP1S2	APLP1	APOL6	APP	ARG2	ARHGAP23	ARHGEF3	ARL8A	ASNS	ATCAY	ATP1A3	ATP2B2	ATP8A1	BASP1	BCL11A	BEX2	BEX5	BIN1	BIVM-ERCC5	ARMH4	C1orf35	C1QL1	C22orf42	C2CD4C	COL8A1	CA1	CACNA1E	CACNG2	CADM1	CADPS	CALB2	CAMK2B	CAMK2N1	CASZ1	CBLN2	CCDC136	CCSER1	CD2	CD24	CD27-AS1	CDC42EP3	CDH13	CDH4	CDK5R1	ADA2	TMEM121B	CELF3	CELF4	CELF5	CELSR3	CGN	CHD5	CHGA	CHL1	CHRNA4	CHRNA7	CHST1	CLCN4	CLSTN2	CLUL1	CLVS1	CLVS2	CNGB1	CNTN1	COBL	COLQ	CPEB4	CPNE4	CRHBP	CRMP1	CSMD1	CSRNP3	CTNNA2	CTTNBP2	CTXN2	CXADR	DAAM1	DACT1	DCLK1	DCX	DDC	DGKE	DIRAS3	DLG2	DLG4	DLK1	DMTN	DNASE1L1	DNER	DNM3	DOCK4	DOK4	DOK6	DPP6	DPYSL3	DSCAM	EBF1	EBF2	EBF3	EDIL3	EEF1A2	EEPD1	EHBP1	EID2B	ELAVL2	ELAVL3	ELAVL4	ELOVL3	ELOVL4	EN1	EN2	ENC1	ENO2	EPB41L1	EPHA5	ERBB4	ERC2	TMEM185B	RETREG1	FAM13C	FAM155A	TAFA1	FAM217B	CYRIA	RIPOR2	FAT3	FAXC	FBLL1	FBXL16	FGF13	FGF9	FJX1	FNBP1	FNDC5	FNDC9	FOXA1	FOXA2	FOXP2	FRMD3	FSD1	FSTL4	FUT9	GABBR2	GABRA2	GABRB1	GABRB3	GABRG2	GAP43	GARNL3	GDAP1L1	GFRA1	GLCE	GLRA2	BICRAL	GNAL	GNAO1	GNAZ	GNG2	GNG3	GOLGA7B	GPC2	GPM6A	GPR68	GPR85	GPRASP1	GPRIN3	GRIA1	GRIA3	GRIA4	GRIK2	GRIK3	GRIN3A	GRIP1	GRIP2	GRM8	GSE1	HBA1	HBA2	HBG1	HBG2	HERC2P4	HIVEP3	NSG2	HOOK1	HPCAL4	HPGD	HS3ST4	ICA1L	IGF1	IGSF9	INA	INHBA-AS1	INSM1	IRF2BPL	IRGQ	JPH4	JUP	KCNAB1	KCNIP4	KCNMA1	KCNN3	KCNQ3	KCTD8	CEP126	SHTN1	SHISAL1	KIF21B	KIF3A	KIF5C	KIFC2	KLF7	KLHL1	KLHL14	KLHL29	KLHL32	KLHL35	L1CAM	LAMC2	LDB2	LHFPL4	LMTK3	LMX1A	DRAIC	LPCAT4	PLPPR2	PLPPR4	LRRC3B	LRRC55	LRRC7	LSAMP	LY6H	LYST	MAB21L1	MAGI2	MAP1B	MAP2	MAP3K11	MAP3K9	MAST1	MAST2	MED12L	MEG3	MIAT	MIR124-2HG	MIR3917	MLLT11	MMP24	MSANTD3-TMEFF1	MTURN	MTUS2	MUC16	MUC19	MYO5A	MYRIP	MYT1L	NAP1L3	NAV3	NCAM1	NCDN	NEB	NEDD4L	NEGR1	NFE2L3	NFIX	NLGN4X	NLK	NMNAT2	NNAT	NPY1R	NR4A2	NREP	NRXN1	NRXN2	NRXN3	NSG1	NTM	NTNG1	NTSR1	NYAP1	OLFM3	OPRK1	OPTN	OR4N2	PAK3	PAK6	PAK5	PAPPA	PARP8	PBX1	PBX3	PCDH1	PCDHGC4	PDE4DIP	PDZD7	PDZRN4	PGM2L1	PHACTR3	PIANP	PID1	PITX3	PKIA	PLCXD3	PLEKHA1	PLEKHA6	PLEKHM3	PLXNA3	PLXNA4	PLXNC1	PNMA8B	POU2F2	PPFIA2	PPP1R21	PPP2R3A	PRDM8	PRKACB	PRKAR1B	PRKCA	PRKCB	PRKCZ	PRKX	PRLR	PRRT2	PSD	PSD2	PTGES3L	PTK2B	PTPN5	PTPRO	NECTIN1	PWAR1	RAB11FIP4	RAB9B	RALGDS	RALYL	RAP1GAP2	RAPGEF5	RASSF5	RBFOX2	REEP1	REEP2	RELN	RFPL1S	RTL9	RGS6	RIMS1	RIMS2	RNF112	RNF113A	RNF14	ROBO1	ROBO2	ROCK1	RTN1	RUNDC3B	SAMD14	SBK1	SCARNA22	SCD5	SCG3	SCG5	SCN2A	SCN3A	SCN3B	SCN9A	SDC1	SEMA3D	SEMA3E	SEMA6D	SERINC1	SERTAD4	SEZ6L	SEZ6L2	SH3BP5	SH3GL3	SH3PXD2A	SHANK2-AS1	SHF	SHROOM2	SLC12A5	SLC16A14	SLC17A6	SLC18A1	SLC1A4	SLC24A3	SLC32A1	SLC39A8	SLC4A3	SLC4A8	SLC6A15	SLC8A2	SLITRK1	SLITRK4	SMIM18	SMPD3	SMURF1	SNAP25	SNAP91	SNORA12	SNORD116-29	SOBP	SOX11	SPINT2	SRCIN1	SRGAP1	SRRM4	SSTR2	STAR	STMN1	STMN2	STMN4	STOX2	SULT4A1	SV2A	SV2B	SVOP	SYNJ1	SYT13	SYT4	SYT7	TAC1	TAGLN3	TBC1D3	TCEAL5	TENM1	TERF2	TERF2IP	TFR2	TH	THSD7B	TLE2	TM2D3	TMCC3	TMEFF2	OPN5	TMEM132B	TMEM163	TMEM169	TMEM178B	TMEM196	TMEM35A	PIP4P2	MACO1	TMEM59L	TMEM74B	TMEM88	TMOD2	TOX2	TPPP	TRIM38	TRIM46	TRIM67	TSPAN13	TSPAN7	TTC9B	TTLL7	TUBA1A	TUBB2B	TUBB3	UBASH3B	UBE2QL1	UCHL1	UGCG	ULK3	UNC13A	UNC79	VAV3	VWA5A	GALNT17	XIST	XKR4	XPR1	YPEL2	YWHAG	ZBTB38	ZC2HC1A	ZCCHC12	ZFHX2	ZFHX3	ZFP69B	ZGLP1	ZNF33B	ZNF385D	ZNF568	ZNF57	ZNF697
MANNO_MIDBRAIN_NEUROTYPES_HDA1	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HDA1	ABLIM3	ACSL4	ACSL6	ACTL6B	ACVR2A	ADAM2	ADAM22	ADARB2	ADCY1	ADCY2	ADCY8	AJAP1	AKAP9	AKR1C1	AKR1C2	AMER2	AMPH	ANK1	ANK2	ANK3	ANKRD36B	ANKRD44	AP1S2	APBA1	APLP1	APP	ARG2	ARHGAP23	ARHGEF3	ARL8A	ARMCX5-GPRASP2	ARRB1	ASB4	ASIC2	ASXL3	ATCAY	ATP11C	ATP1A3	ATP1B1	ATP8A2	ATP9A	B3GALT2	BASP1	BCL11A	BDNF	BEND4	BEX5	BNC2	TSPOAP1	ARMH4	C1orf35	C2CD4C	C2CD5	CA1	CACNA1B	CACNA1C	CACNA1E	CACNG2	CADM1	CADPS	CADPS2	CALB1	CAMK2B	CAMK2N1	CASP2	CBLN2	CCBE1	CCDC136	CCDC184	CCDC85A	CCDC88A	CCSER1	CD2	CD24	CDH13	CDH22	CDH3	CDH4	CDK14	CDK5R1	CDKL2	CDKN2D	TMEM121B	CELF3	CELF4	CELF5	CERS6	CHD3	CHD5	CHGA	CHL1	CHN2	CHRNA4	CHRNA7	CHST1	CHSY3	CLASP2	CLCN4	CLVS1	CMIP	CNR1	CNTN1	COMTD1	CORO2A	CPEB3	CPEB4	CRMP1	CSMD1	CSMD2	CSMD3	CSRNP3	CTNNA2	CTXN2	CXADR	CYP4X1	DAAM1	DAPK1	DCC	DCLK1	DCX	DDC	GSDME	DLK1	DMTN	DNAJB5	DNAJC3	DNAJC6	DNER	DNM1	DNM3	DOCK3	DOCK4	DOK4	DOK6	DPP6	DPYSL3	DSCAM	DUSP26	DUSP4	EBF3	EHBP1	EID2B	ELAVL2	ELAVL3	ELAVL4	ELFN2	ELOVL3	ELOVL4	EN1	EN2	ENC1	ENO2	ENPP4	EPB41	EPB41L1	EPB41L4B	EPHA5	ERBB4	ERC2	FADS3	FAIM2	TMEM185B	RETREG1	FAM155A	FAM169A	TLCD3B	FAM71F2	FAT3	FAT4	FAXC	FBLL1	FBXL16	FBXL3	FBXO11	FGD1	FGF13	FGF9	FKBP1B	FNBP1L	FNDC9	FOXA1	FOXA2	FOXP2	FRMD5	FRMD8	FRMPD4	FRS3	FRY	FUT9	GAB2	GABBR2	GABRA2	GABRB1	GABRB3	GABRG2	GAP43	GDAP1	GDPD5	GFRA1	GLRA2	BICRAL	GNAL	GNAO1	GNAQ	GNG2	GNG3	GNPTAB	GOLGA7B	GPC2	GPM6A	GPR12	GPR176	GPR26	GPR85	GPRASP1	PIK3R1	GRIA3	GRIK3	GRIN3A	GRM8	GRP	MACROH2A2	HBA1	HBA2	HCN3	HIVEP3	HMGCLL1	NSG2	HMX2	HOOK1	HPCAL4	HS3ST4	HSPA12A	IGDCC4	IGF1	INA	INSM1	IQCJ-SCHIP1	IRGQ	JAKMIP1	JAKMIP3	JPH3	JPH4	JUP	KALRN	KCNAB1	KCND2	KCNIP4	KCNJ6	KCNMA1	KCNN3	KCNQ3	KCTD7	KCTD8	KIAA1549L	SHTN1	KIF21A	KIF21B	KIF3A	KIF3C	KIF5C	KIFC2	KLC1	KLHL1	KLHL13	KLHL29	KLHL32	KLHL35	KSR2	L1CAM	LDB2	LGI2	LHFPL4	LINGO1	LMO4	LMTK3	LMX1B	DRAIC	LONRF2	LPCAT4	LPIN1	PLPPR4	LRRC3B	LRRC55	LRRC7	LRRTM2	LRRTM4	LSAMP	MAB21L1	MAN2A2	MAP1B	MAP2	MAP3K9	MAP6	MAPK8	MARCHF1	MARK1	MAST1	MAST2	MCF2L	MEG3	MFSD6	MIAT	MID1	MIR124-2HG	MLLT11	MMD	MMP24	MSANTD3-TMEFF1	MTURN	MTUS2	MYEF2	MYRIP	MYT1L	NALCN	NAP1L2	NAP1L3	NAP1L5	NAPB	NAV1	NAV3	NBEA	NCAM1	NCS1	NDRG4	NECAP1	NEDD4L	NEGR1	NETO2	NFASC	NIPA1	NKAIN2	NLN	NMNAT2	NNAT	NOL4	NPAS4	NPNT	NR4A2	NREP	NRXN1	NRXN2	NRXN3	NSG1	NTNG1	NTSR1	OCRL	OLFM3	OPRK1	OPTN	OSBPL6	PAK3	PAK5	PALB2	PAPPA	PBX1	PBX3	PCDH1	PCDHA7	PCSK1N	PCSK2	PDE1A	PDE1C	PDE4D	PDE4DIP	PDZD7	PDZRN4	MEST	PEG3	PGM2L1	PHACTR3	PHYHIPL	PID1	PITX3	PKIA	PLCB1	PLCB4	PLEKHA6	PLXNA3	PLXNA4	PLXNC1	PNMA2	POU2F2	POU3F2	PPFIA2	PRDM8	PRICKLE2	PRKAG2	PRKAR1B	PRKAR2B	PRKCA	PRRT2	PRRT4	PSD	PSD2	PTPN18	PTPN3	PTPN5	PTX3	NECTIN1	RAB11FIP4	RAB3A	RAB3B	RAD21-AS1	RALGDS	RALGPS1	RALYL	RAPGEF5	RASSF5	RBFOX2	RCAN2	RCOR2	REEP1	RELN	REV3L	RFPL1S	RGS17	RIMS1	RIMS3	RIMS4	RNF112	RNF125	RNF144A	RNF165	RNF175	ROBO1	ROBO2	RORA	RTN1	RUFY2	RUFY3	RUNDC3A	RUNDC3B	RUSC1	SAMD14	SBK1	SCAPER	SCD5	SCG2	SCG5	SCN2A	SCN3A	SCN3B	SCN8A	SCN9A	SDC3	SEMA6D	SEPTIN3	SERINC1	SERTAD4	SEZ6L	SEZ6L2	SGTB	SH3BP5	SHANK2	SHISA6	SLC12A5	SLC16A14	SLC17A6	SLC18A1	SLC18A2	SLC1A4	SLC22A15	SLC25A12	SLC38A1	SLC4A3	SLC4A4	SLC4A8	SLC6A3	SLC8A1	SLC8A2	SLC9A7	SLITRK4	SMIM17	SMPD3	SNAP25	SNAP91	SNCA	SNTG1	SNX1	SOBP	SOX11	SPINT2	SPOCK1	SRCIN1	SRGAP1	SRRM4	SSH2	SST	SSTR2	ST8SIA2	ST8SIA3	STK32B	STMN2	STMN4	STXBP1	STXBP5	SULT4A1	SV2A	SV2C	SVOP	SYNGR3	SYP	SYT13	SYT4	SYT7	TAC1	TAOK3	TBC1D24	TBC1D3	TBC1D9	TCEAL2	TENM1	TERF2IP	TES	TH	TMCC3	TMEFF2	OPN5	TMEM132B	TMEM151A	TMEM169	TMEM178B	TMEM196	PGAP4	TMEM255A	TMEM35A	TMEM59L	TMEM74B	TMOD2	TMX4	TOX2	TOX3	TPPP	TRHDE	TRIM36	TRIM58	TRIM67	TSC1	TSHZ2	TSIX	TTC9	TTC9B	TUB	TUBB2B	TUBB3	TULP4	UBE2QL1	UBXN2B	UCHL1	UNC13A	UNC79	VASH2	VAT1	VAV3	VGF	VSNL1	VSTM2A	VSTM2A-OT1	VWA5A	WASF1	WDR47	XKR4	XPR1	YPEL3	YWHAG	ZBTB38	ZBTB46	ZBTB6	ZC2HC1A	ZC3H8	ZCCHC12	ZFHX2	ZFHX3	ZFHX4	ZNF25	ZNF3	ZNF33B	ZNF385D	ZNF497	ZNF697	ZNF793	ZNF821	ZSWIM6
MANNO_MIDBRAIN_NEUROTYPES_HDA2	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HDA2	AATK	ABCA3	ABCC8	ABLIM3	ACOT7	ACTL6B	ADARB2	AJAP1	AK5	AKR1C1	AKR1C2	ALDH1A1	ALX4	AMER3	AMN1	ANK3	ANKH	ANKRD44	APBA1	APLP1	ARG2	ARHGAP28	ARHGEF3	ASB4	ASXL3	ATCAY	ATP1A3	ATP1B1	ATP8A2	ATP9A	B4GALNT1	B4GALT6	BAALC	BASP1	BDNF	BEGAIN	BEX1	BEX2	BEX5	BLCAP	BNC2	BRSK1	BSN	BTBD1	C12orf76	C19orf12	C1orf35	C1QL1	C22orf42	C6orf118	CACNA1A	CACNA1B	CACNA1E	CACNG2	CACNG4	CACNG8	CADPS	CALB1	CALN1	CAMK2N1	CASKIN1	CBLN2	CBLN4	CCDC85A	CD2	CD24	CD27-AS1	CDH13	CDH4	CDH8	CDK14	CDK5R1	CDKL2	CDKN2D	CDON	TMEM121B	CELF3	CELF4	CELF5	CGN	CHD5	CHL1	CHMP2B	CHRNA4	CHRNA6	CHRNA7	CHRNB3	CHST1	CLDN1	CMIP	CNR1	CNTN1	CNTN4	CNTN5	CNTNAP2	COL11A1	CORO2A	CPEB3	CREG2	CRMP1	CSMD1	CSMD2	CSRNP3	CTNNA2	CXADR	CYP4X1	DCC	DCX	DDC	DEAF1	DGKE	DIRAS2	DIRAS3	DKK3	DLG2	DLK1	DMTN	DNAH2	DNAJC12	DNAJC6	DNM3	DOCK3	DOK4	DOK6	DOP1A	DPP6	DPP7	DPYSL3	DRD2	DSCAM	DUSP4	DYNC1I1	EEF1A2	EID2B	ELAVL2	ELAVL4	ELOVL3	ELOVL4	EN1	EN2	ENHO	ENO2	ENOX1	ENPP4	EPB41L1	EPB41L4B	EPHA5	ERBB4	ERC2	FADS3	FAIM2	RETREG1	FAM155A	FAM184A	FAM189A1	CALHM6	TLCD3B	FBLL1	FBXL16	FGF13	FGF9	FHOD3	FKBP1B	FLRT3	FNBP1L	FOXA1	FRMPD3	FRMPD4	FRY	FUT9	FXYD6-FXYD2	GABARAPL1	GABRA2	GABRB1	GABRB3	GABRG2	GAP43	GARNL3	GFRA1	BICRAL	GNAL	GNAO1	GNG3	GNPTAB	GOLGA3	GOLGA8B	GPC2	GPM6A	GPR12	GPR26	GPR85	GPRASP1	GPRIN3	PIK3R1	GRIA2	GRIA3	GRIK3	GRIP2	GRM5	GRP	HBA1	HBA2	HBB	HBG1	HBG2	HERC2P2	HMGCLL1	NSG2	JPT1	HOOK1	HPCAL4	HPRT1	IGF1	IKZF4	INA	INSM1	IPCEF1	JAKMIP1	JPH3	JPH4	JUP	KCNC2	KCNIP4	KCNJ6	KCNN3	KCTD4	CEP126	KIAA1549	SHTN1	SHISAL1	KIF21B	KIFAP3	KIFC2	KLC1	KLHL1	KLHL13	KLHL29	KLHL32	KRT17	KRT222	KRT5	L1CAM	LGI1	LGI2	LHFPL4	LMO3	LMO4	DRAIC	LONRF2	PLPPR2	PLPPR4	LRFN5	LRRC37A3	LRRC3B	LRRC49	LRRC55	LRRC7	LRRTM2	LRRTM4	LY6H	MAP1B	MAP2	MAP7D2	MAPRE2	MAST1	MCC	MEG3	MGAT4C	MIAT	MIR3917	MLLT11	MMP24	MPP2	MPPED2	MTURN	MTUS2	MYCBP2	MYO5A	MYRIP	MYT1	MYT1L	NALCN	NAP1L3	NAPB	NCAM1	NDRG4	NEDD4L	NETO2	NFASC	NIPA1	NKAIN1	NKAIN2	NLN	NMNAT2	NNAT	NOL4	NPAS4	NPY1R	NR4A2	NREP	NRXN2	NRXN3	NSG1	NTM	NTSR1	NYAP1	OLFM3	OPRK1	OPTN	OSBPL6	PACS1	PAK3	PAK5	PAPPA	PBX1	PBX3	PCDH1	PCDH17	PCDHB4	PCSK2	PDE11A	PDE1A	PDE1B	PDE2A	PDE4D	PDP1	PDZD7	PDZRN4	MEST	PEX5L	PFKP	PGM2L1	PHACTR3	PHYHIPL	PIANP	PID1	PIK3CD	PITX3	PKIA	PLA2G4C	PLCXD3	PLEKHA6	PLXNA4	PLXNC1	PNCK	PNMA2	POU2F2	POU3F2	POU6F1	PPFIA2	PRKACB	PRKAR2B	PRKCA	PRKCB	PRL	PRRT2	PRRT4	PSD	PSD2	PTPN3	PTPN5	RAB3B	RAB3C	RAB9B	RALGDS	RALYL	RAP1GAP2	RASA4	RASGEF1B	RASGRF2	RBFOX2	RCAN2	REEP1	REEP2	RERG	RET	REV3L	RGS6	RIMBP2	RIMS1	RIMS2	RIMS3	RNF112	RNF125	RNF165	RNF17	ROBO1	ROBO2	RPARP-AS1	RTN1	RUFY3	RUNDC3A	RUNDC3B	RUSC1	SBK1	SCAMP1	SCARNA1	SCG5	SCN2A	SCN3A	SCN3B	SCN8A	SCN9A	SDC1	SDC2	SEMA6C	SEMA6D	SERINC1	SERTAD4-AS1	SEZ6L	SEZ6L2	SH3BP5	SH3GL3	SH3PXD2A	SHANK2	SHF	SHROOM2	SLC17A6	SLC18A1	SLC18A2	SLC1A4	SLC22A15	SLC4A3	SLC6A15	SLC6A3	SLC8A2	SLC9A7	SLITRK1	SLITRK4	SLITRK5	SMIM18	SMPD3	SNAP25	SNAP91	SNCA	SNORD116-29	SNTG1	SNX1	SOBP	SOX11	SOX6	SPIN4	SPINT2	SRCIN1	SRRM4	SSTR2	ST8SIA2	ST8SIA3	STMN1	STMN2	STMN4	STXBP1	STXBP5	SULT4A1	SV2A	SV2B	SV2C	SYN2	SYNPR	SYP	SYT13	SYT4	SYT7	TAC1	TACC2	TBC1D3	TCEAL5	TH	TMCC3	OPN5	TMEM132B	TMEM151A	TMEM169	TMEM178B	TMEM196	PGAP4	TMEM35A	TMEM59L	TMOD2	TOX2	TPBG	TPPP	TRIM36	TRIM46	TRIM67	TSIX	TSPAN7	TTR	TUB	TUBA1A	TUBB2A	TUBB2B	TUBB3	TXN	UBASH3B	UBE2QL1	UCHL1	ULK2	USP49	VGF	VSNL1	VSTM2A	VWA5A	WSB2	XKR4	XKR6	XPR1	ZC2HC1A	ZCCHC12	ZFHX3	ZNF697	ZNF813	ZNFX1
MANNO_MIDBRAIN_NEUROTYPES_HNBGABA	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HNBGABA	AATK	ABLIM3	ACSL4	ACSL6	ACVR1B	ADAM23	ADAMTS5	ADCK2	ADCY1	ADCY2	ADORA2A-AS1	GRK3	AHDC1	AJAP1	AK5	AKAP1	AKAP7	AKAP9	AKR1C1	AKR1C2	AMPH	ANK1	ANK2	ANK3	ANKRD12	ANKRD13D	ANKRD36B	ANKRD44	ANKRD9	ANO5	ANO8	APLP1	APOL6	CHN1	ARID4A	ARPP21	ASIC2	ASNS	ASXL3	ATCAY	ATP1A3	ATP1B1	ATP2B1	ATP2B2	ATP8A2	ATP9A	B4GALNT4	BAALC	BACH2	ADGRB1	ADGRB3	BASP1	BCL11B	BCO2	BDNF	BDP1	BEND6	BLCAP	BNC2	BRINP1	BRINP2	BRINP3	BRSK1	BSN	C11orf87	C12orf76	C1orf35	C1QL4	C22orf42	C3orf62	C5orf49	CA1	CABLES2	CACNA1A	CACNA1B	CACNA1C	CACNA1E	CACNA1G	CACNG2	CACNG4	CACNG8	CADM1	CADM2	CALN1	CAMK2B	CAMK2N1	CAMSAP2	CASZ1	CBLN2	CBLN4	CBX4	CCDC136	CCDC144A	CCDC184	CCDC39	CCDC85A	CCDC88A	CCSER1	CD2	CD24	CD27-AS1	CDH4	CDH8	CDK5R1	CDKL2	CDKL5	CDKN2D	CDRT4	TMEM121B	CELF2	CELF3	CELF4	CELF5	CEND1	CERS6	CHCHD1	CHD5	CHERP	CHGA	CHIC1	CHL1	CHRNA4	CHRNA7	CHST1	CLVS1	CLVS2	CMIP	CMTM4	CNGB1	CNR1	CNTN4	CNTNAP2	CNTNAP3P2	CNTRL	COMTD1	CPEB2	CPEB3	CPEB4	CREG2	CRMP1	CSAD	CSGALNACT1	CSMD1	CSMD2	CSMD3	CSRNP3	CTNNA3	CTTNBP2	CXADR	CYFIP2	DAAM1	DACT1	DCLK1	DCX	DENND3	DGKE	DICER1	DIRAS3	DLG2	DMTN	DNAJC3	DNAJC6	DND1	DNER	DNM3	DOCK3	DOCK4	DOK4	DOP1A	DPP6	DPYSL3	DSC3	DSCAM	DYNC1I1	EDIL3	EEA1	EEF1A2	EID2B	ELAVL2	ELAVL3	ELAVL4	ELFN2	ELOVL4	EML5	ENC1	ENPP4	EPB41L1	EPHA5	EPHB1	ERAP2	ERC1	ERC2	EYA4	TMEM185B	FAM131B	RETREG1	FAM155A	FAM155A-IT1	FAM169A	FAM171B	FAM182B	TAFA1	TAFA2	TAFA5	RIPOR2	FAR2	FAR2P2	FBLL1	FBXL16	FGF13	FGF14	FGF9	FHOD3	FLJ16779	FMN2	FNBP1	FNBP1L	FNDC5	FRMD3	FRMD4A	FRMD4B	FRMPD4	FRY	GABBR2	GABPB1-AS1	GABRA1	GABRB1	GABRB2	GABRB3	GABRG1	GABRG2	GAD2	GAP43	GATA3	GDPD1	GFOD1	GK5	GLRA2	GLS	GNAL	GNAO1	GNG2	GNPTAB	GOLGA7B	GOLGA8A	GOLGA8B	GP1BB	GPM6A	GPR12	GPR137C	GPR155	GPR176	GPRASP1	GPSM1	GRIA1	GRIA2	GRIA4	GRID2	GRIK2	GRIN3A	GRIP2	GRM4	GRM5	GRM7	GRM8	GSE1	GUCY1A1	HCN3	HERC2P2	NSG2	HOOK1	HPCAL4	HS3ST1	HS6ST3	ICA1L	IDH3A	IGF1	IGFBP3	IKZF4	INA	INHBA-AS1	IRGQ	JAG2	JAKMIP1	JAKMIP3	JPH3	JPH4	ANOS1	KCNA3	KCNC1	KCNC2	KCND2	KCNIP4	KCNIP4-IT1	KCNK6	KCNMA1	KCTD7	KCTD8	FGF7P3	KHDRBS2	ARFGEF3	KIAA1549L	KIF21A	KIF21B	KIF3A	KIF3B	KIF5C	KIFC2	KIRREL1	KIRREL3	KLC1	KLHL1	KLHL32	KSR2	L1CAM	LGI2	LHFPL4	LINGO1	AL035252.2	LONRF2	LPCAT4	LPIN1	PLPPR4	LRFN5	LRP1B	LRRC3B	LRRC7	LRRC8C	LRRTM3	LRRTM4	LSAMP	MAB21L1	MAP1B	MAP1LC3A	MAP2	MAP6	MAP7D2	MAPRE2	MAPRE3	MARCHF1	MARK1	MAST1	MCF2	MCF2L	MDGA1	MDGA2	MEG3	MEGF6	MEIS2	MFSD6	MIAT	MICU3	MIR124-2HG	MMP17	MMP24	MPP2	MPP3	MSANTD3-TMEFF1	TESMIN	MTSS1	MTURN	MUC19	MYCBP2	MYRIP	MYT1L	NALCN	NAP1L2	NAP1L5	NAT1	NBEA	NCAM1	NDRG4	NDST3	NEGR1	NEIL1	NELL1	NFASC	NFATC2	NFIL3	NKAIN2	NKX2-2	NLGN1	NLN	NNAT	NOL4	NPAS3	NPAS4	NPTXR	NPY1R	NRG2	NRN1	NRXN1	NRXN2	NRXN3	NSG1	NTM	NUAK1	OCRL	OGDHL	OLFM1	OLFM3	ONECUT1	ONECUT2	OPCML	OPRM1	OPTN	PAK3	PAK5	PALB2	PAQR8	PAX5	PBX3	PCDH17	PCDH19	PCDH7	PCDH9	PCDHA7	PCGF3	PCLO	PCSK2	PDE11A	PDE4D	PDE4DIP	PDP1	PDPK1	PDZD4	PDZD7	PEG3	PEX5L	PFKP	PGAP1	PGM2L1	PHACTR3	PIANP	PIGX	PIK3CD	PISD	PITX2	PKIA	PKNOX1	PLCB4	PLEKHA1	PLEKHA6	PLXNA2	PLXNA4	PMFBP1	PNCK	PNMA8B	POLR3E	POU2F2	PPARGC1A	PPARGC1B	PPFIA2	PPFIA4	PPP2R2C	PPP3CB	PRDM6	PRICKLE2	PRKACB	PRKAR2B	PRKCB	PRLR	PRRT2	PSD	PSD2	PTPN18	PTPN5	PTPRK	PTPRT	NECTIN1	PXK	RAB11FIP4	RAB3B	RAB6B	RALGAPA1P1	RALGDS	RALGPS1	RALYL	RAP1GAP2	RAP2B	RASA4	RASGEF1B	RASSF5	RBFOX1	RBFOX2	RBFOX3	RBMS3	REEP1	REEP2	REV3L	RFK	RGS7BP	RHOU	RIMBP2	RIMS2	RIMS3	RNF112	RNF125	RNF165	RNF175	ROBO1	ROBO2	RTN1	RUFY3	RUNDC3A	RUNDC3A-AS1	RUNDC3B	RUNX1T1	RUNX3	RYR2	SAMD5	SBK1	SCAI	SCAMP1	SCAPER	SCD5	SCG2	SCN1A	SCN2A	SCN3A	SCN3B	SCN7A	SCN8A	SCN9A	SDC3	SEMA3C	SEMA3E	SEMA6D	SERPINI1	SERTAD4	SEZ6	SEZ6L2	SGTB	SH3BP5	SH3GL3	SHANK2	SHROOM2	SIRPA	SLC12A5	SLC17A6	SLC1A2	SLC24A3	SLC32A1	SLC37A1	SLC38A1	SLC4A1	SLC4A3	SLC5A7	SLC6A17	SLC7A14	SLC8A1	SLC8A2	SLC9A6	SLC9A7	SLCO3A1	SLITRK1	SLITRK4	SMIM18	SMPD3	SNAP25	SNAP91	SNCA	SNORD11	SNORD116-29	SNORD12	SNX1	SNX31	SOCS7	SOGA3	SORCS1	SORCS3	SOX1	SOX14	SPAST	SPINT2	SPOCK1	SPOCK3	SPRED3	SRCIN1	SRRM3	SRRM4	SS18L1	SSBP3	ST3GAL2	ST6GAL2	ST8SIA3	STAR	STK32B	STMN2	STMN4	STRIP1	STX3	STXBP1	STXBP5	SULT4A1	SV2A	SV2B	SV2C	SVOP	SYBU	SYN2	SYN3	SYNGR3	SYNPR	SYP	SYT1	SYT13	SYT4	SYT7	SYTL2	TAC1	TAL1	TARBP1	TBC1D24	TBC1D3	TBC1D32	TCEAL2	TENM1	TENM4	TERF2IP	TFAP2B	TGFB2-OT1	THEM4	THSD7B	TIGD3	TLN2	TMC7	TMEFF2	TMEM127	TMEM129	OPN5	TMEM132B	TMEM178A	TMEM18	TMEM192	TMEM196	TMEM35A	MACO1	TMEM74B	TMOD2	TNFRSF6B	TNK2	TNRC6C	TOX2	TRHDE	TRIM36	TRIM46	TRIM58	TRIM67	TSHZ2	TSIX	TSPAN7	TSPAN9	TSPYL4	TTLL7	TTN	TUBB2B	TUBB3	TULP4	UBASH3B	UBE2J2	UBE2K	UBE2QL1	UBN2	UCHL1	UHRF1BP1L	UNC13A	UNC79	URB1	VASH2	VAT1L	VAV3	VGF	VHL	VOPP1	VSTM2A	VSTM2A-OT1	WDFY4	XIST	XKR4	XKR6	XPR1	YPEL2	YPEL3	YPEL4	ZBTB38	ZBTB46	ZFHX2	ZFHX3	ZFHX4	ZNF248	ZNF264	ZNF283	ZNF292	ZNF33B	ZNF362	ZNF462	ZNF525	ZNF568	ZNF573	ZNF716	ZNF793	ZNRF3-AS1
MANNO_MIDBRAIN_NEUROTYPES_HGABA	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HGABA	A2M-AS1	AATK	ABCA3	ABCC5	ABLIM3	ABR	ACSL4	ACSL6	ACTL6B	ACVR1B	ACVR2A	ACVR2B	ADAM23	ADAMTS3	ADAMTSL4-AS1	ADAP1	ADARB2	ADCY1	GRK3	AFF2	AFF3	AGAP1	AGTPBP1	AHDC1	AHNAK2	AJAP1	AKAP6	AKAP9	AKR1C1	AKR1C2	C2CD6	AMER2	AMER3	ANK1	ANK2	ANK3	ANKAR	ANKIB1	ANKRD12	ANKRD18A	ANKRD36	ANKRD36B	ANKRD44	ANKS1B	ANO5	ANO8	AP1S2	AP1S3	AP3B2	APBA1	APBA2	APC	APC2	APLP1	ARFGEF1	CHN1	ARHGAP23	ARHGAP24	ARHGAP35	ARHGEF12	ARID4A	ARL4C	ARL8A	ARNT2	ARPP21	ASIC2	ASNS	ASXL3	ATCAY	ATL1	ATP1A3	ATP1B1	ATP2B1	ATP2B2	ATP8A1	ATP9A	ATRX	AUTS2	B3GALT2	B3GAT1	B4GALNT4	BACE1	BACH2	ADGRB1	BASP1	BCL11A	BCL11B	BCL2L15	BDNF	BDP1	BEND4	BEX2	BIVM	BIVM-ERCC5	BLCAP	BLID	BOD1L1	BRD1	BRF1	BRSK2	BRWD1	BSN	TSPOAP1	BZW2	C11orf87	ARMH4	C17orf67	C1orf35	C2CD5	C3orf62	FAM114A2	CA1	CABP4	CACNA1A	CACNA1C	CACNA1E	CACNA1G	CACNA1I	CACNB3	CACNB4	CACNG2	CACNG4	CACNG8	CADM1	CADM2	CADM3	CADPS	CALB2	CALN1	CAMK2B	CAMK2N1	CAMK2N2	CAMSAP2	CAMTA1	CAPRIN2	CASK	CASKIN1	CASZ1	CATSPERG	CBLN2	CBLN4	CBX4	CCDC112	CCDC141	CCDC144A	CCDC17	CCDC184	CCDC186	CCDC85A	CCDC88A	CCPG1	CCSER1	CD2	CD24	CDC42EP3	CDH13	CDH22	CDH4	CDH8	CDK5R1	CDKL2	CDKN2D	CDON	CDRT4	TMEM121B	CELF1	CELF2	CELF3	CELF4	CELF5	CELF6	CELSR3	CEMIP	CEND1	CEP85L	CERS6	CGN	CHD3	CHD5	CHGA	CHIC1	CHL1	CHN2	CHRM5	CHRNA4	CHST1	CHST11	CHSY3	CITED2	CLCN4	CLIP1	CLVS1	CLVS2	CMIP	CNOT6L	CNR1	CNTN1	CNTN4	CNTN5	CNTNAP2	CNTNAP4	COL11A1	CERT1	COL6A6	COL8A1	COMTD1	CPEB2	CPEB3	CPEB4	CPNE5	CREBRF	CREG2	CRIM1	CRMP1	CSAD	CSGALNACT1	CSMD1	CSMD2	CSMD3	CSNK1G2	CSPG5	CSRNP3	AGAP12P	CTNNA2	CTNND2	CXADR	CXCL5	CYFIP2	CYLD	CYP4X1	CYTH1	DAAM1	DACT1	DACT3	DBET	DCC	DCLK1	DCLK2	DCLK3	DCX	DGKE	DHX33	DICER1	DIP2B	DIRAS2	DLG2	DLG3	DMTN	DNAJB14	DNAJC12	DNAJC16	DNAJC6	DND1	DNER	DNM1	DNM3	DOCK3	DOCK4	DOK3	DOK4	DOK6	DOP1A	DOP1B	DPF1	DPP6	DPYSL3	DSCAM	DSCAML1	DUSP26	DUSP4	DYRK2	EBF1	EBF2	EBF3	EEA1	EEF1A2	EFHC2	EFNA5	EHD4	EID2B	ELAVL2	ELAVL3	ELAVL4	EN2	ENC1	ENOX1	EPB41	EPB41L1	EPHA3	EPHB1	ERAP2	ERC2	ERC2-IT1	ESRRG	ETS2	F11R	FADS3	FAM117B	TMEM185B	FAM126B	RETREG2	RETREG1	FAM155A	FAM155A-IT1	FAM169A	FAM171B	FAM184A	FAM189A1	INSYN2A	TAFA2	TAFA5	FAM216A	FAM217B	FAM219A	NUTM2A	FAM43B	CYRIA	TLCD3B	RIPOR2	FAM81A	LRATD1	FAR2P2	FAT2	FAXC	FBLL1	FBXL16	FBXO48	FGF12	FGF14	FGF9	FHOD3	FKBP15	FMNL2	FNBP1	FNBP1L	FNDC5	FNDC9	FOXD4L5	FOXN3	FRMD3	FRMD4B	FRMD5	FRMPD3	FRMPD4	FRS3	FRY	FSIP2	FUT9	GABBR2	GABPB1-AS1	GABRA1	GABRA2	GABRB2	GABRB3	GABRG1	GABRG2	GAD1	GAD2	GALNT12	GALNT15	GAP43	GATA3	GDAP1	GDAP1L1	GDPD1	GFOD1	GFRA1	GIGYF1	GK5	GLRA2	GNAL	GNAO1	GNAQ	GNAZ	GNG2	GNPTAB	GOLGA3	GOLGA7B	GOLGA8A	GOLGA8B	GOLGA8J	GPC2	GPD1L	GPM6A	GPR12	ADGRD1	GPR137C	GPR155	GPR158	GPR176	GPR26	GPR85	GPRASP1	GPRIN3	GRIA1	GRIA2	GRIA4	GRID1	GRID2	GRIK1	GRIK2	GRIK3	GRIN3A	GRIP1	GRIP2	GRM1	GRM3	GRM4	GRM5	GRM7	GSE1	GUCY1A1	HBB	HBE1	HBG2	HCFC2	HCN3	HERC1	HERC2P2	HERC2P4	HIVEP3	NSG2	HNRNPCL3	HOOK1	HPCAL4	HS6ST2	HS6ST3	HSPA12A	HYDIN	ICA1L	IDS	IGFN1	IGSF3	IKZF3	IKZF4	INA	INPP4A	IRF2BPL	IRGQ	IRX1	IRX2	IRX3	ITGA8	JAG2	JPH1	JPH3	JPH4	KBTBD11	KBTBD6	KCNA3	KCNC1	KCNC2	KCNH8	KCNIP4	KCNIP4-IT1	KCNK2	KCNMA1	KCNN3	KCNQ1OT1	KCNQ3	KCTD7	KDM2B	FGF7P3	KHDRBS2	KHDRBS3	ARFGEF3	CEP126	KIAA1549	KIAA1549L	SHTN1	SHISAL1	WDR97	KIF13A	KIF1A	KIF21A	KIF21B	KIF3A	KIF3C	KIF5C	KIFAP3	KIFC2	KLC1	KLF7	KLHL13	KLHL14	KMT2E	KRT14	KRT222	KSR2	L1CAM	LAMA3	LAMA5	LAMC2	LANCL2	LARP1B	LBH	LGI2	LGR5	LHFPL3	LHFPL4	LHX1	LIN54	LINGO1	LMOD3	AP001636.3	AATBC	LINC00205	MIR3945HG	LONRF1	LONRF2	LPAR2	LPCAT4	ADGRL1	ADGRL3	LPIN1	PLPPR1	PLPPR4	LRFN5	LRP12	LRP1B	LRRC2	LRRC3B	LRRC49	LRRC4B	LRRC7	LRRK2	LRRN3	LRRTM2	LSAMP	LSM11	LUC7L	LYSMD2	LYST	LZTS3	MAB21L1	MAGI2	MAGI3	MAP1B	MAP2	MAP2K3	MAP3K2	MAP3K9	MAP6	MAP7D2	MAPK8IP2	MAPRE2	MAPRE3	MARCHF1	MARK1	MAST1	MAST4	MBLAC2	MCF2	MCF2L	MDGA1	MDGA2	MDN1	MED13L	MEG3	MEGF6	MEGF9	MFSD6	MGAT4C	MGAT5	MIA3	MIAT	MICAL3	MICU3	MIR124-2HG	IGSF9B	MLLT11	MLLT3	MMP24	MPP3	MPPED2	MSANTD3-TMEFF1	MSR1	MTMR6	MTSS1	MTURN	MTUS1	MTUS2	MUC19	MUC2	MVB12B	MYCBP2	MYO5A	MYO7A	MYT1	MYT1L	N4BP2	NALCN	NAP1L2	NAP1L3	NAP1L5	NAPB	NAV1	NAV3	NBEA	NCAM1	NCAN	NCDN	NCOA7	NCR3LG1	NCS1	NDRG4	NDST3	NEB	NEDD4L	NEGR1	NELL1	NETO1	NFASC	NFIX	NGEF	NINL	NIPA1	NKAIN2	NLGN1	NLGN4X	NLK	NLN	NMNAT2	NNAT	NOL4	NOL4L	NOVA1	NOX4	NPAS3	NPDC1	NPFF	NPNT	NPTXR	NREP	NRP2	NRSN1	NRXN1	NRXN2	NRXN3	NSG1	NT5DC3	NTM	NTNG1	NTRK3	NUAK1	NXPH1	NXPH2	OCRL	OGDHL	OLFM1	OLFM3	OPCML	OPRM1	OPTN	OSBPL6	OTP	OTUD4	PABPC1L2A	PACS1	PAK3	PAK5	PAPPA	PAQR8	PAX5	PBX3	PCDH1	PCDH11X	PCDH17	PCDH19	PCDH7	PCDH8	PCDH9	PCDHA7	PCDHB4	PCGF3	PCLO	PCOLCE2	PCP4	PDE11A	PDE1A	PDE1B	PDE4C	PDE4D	PDE4DIP	PDE7A	PDIK1L	PDP1	PDXP	PDZD4	PDZD7	PDZRN4	PEG3	PEX1	PEX5L	PFKP	PGAP1	PGM2L1	PHACTR3	PIANP	PIAS2	PIEZO2	PIK3CD	PILRB	PIP4K2B	PITPNC1	PKIA	PLCB4	PLCXD3	PLEKHA1	PLEKHA6	PLXNA1	PLXNA3	PLXNA4	PLXNC1	PNCK	PNMA2	PNMA8B	PNOC	POU2F1	POU2F2	POU3F2	PPARGC1A	PPARGC1B	PPFIA2	PPFIA4	PPFIBP1	PPP1R9A	PPP2R2B	PPP2R2C	PPP2R3A	PPP3CB	PPP3R1	PRAMEF1	PRDM2	PRDM8	PREPL	PRICKLE2	PRKAA2	PRKAB2	PRKACB	PRKAR1B	PRKAR2B	PRKCA	PRKCB	PRKCZ	PRLR	PRNP	PRRC2B	PRRT2	PRRT4	PRSS12	PRSS53	PSD	PSD2	PTBP3	PTEN	PTPN5	PTPRK	PTPRO	PTPRT	NECTIN1	PWAR1	PXK	PYCARD-AS1	R3HDM1	RAB11FIP4	RAB22A	RAB3A	RAB3B	RAB9B	RABGAP1L	RAI1	RALGDS	RALGPS1	RALYL	RAP1GAP2	RAPGEF5	RAPGEF6	RAPH1	RASA4	RASAL2	RASGEF1B	RB1CC1	RBFOX1	RBFOX2	RBFOX3	RBM26	RBM33	RBMS3	RCOR2	REEP1	RELN	REV3L	RFK	RFPL1S	RFPL3S	RFX7	RGS17	RGS6	RGS7BP	RHOT2	RICTOR	RIMBP2	RIMS1	RIMS2	RIMS3	RNF112	RNF146	RNF157	RNF165	ROBO1	ROBO2	RORA	RTN1	RTN4	RUFY2	RUFY3	RUNDC1	RUNDC3A	RUNDC3B	RUNX1T1	RUSC1	RUSC2	RYR2	SALL4	SAMD11	SAMD14	SAMD5	SAMD8	SARDH	SBF2	SBK1	SCAI	SCD5	SCIN	SCN1A	SCN2A	SCN3A	SCN3B	SCN8A	SCN9A	SDC3	SEC31B	SECISBP2L	SEMA3A	SEMA3C	SEMA3E	SEMA6D	SERINC1	SERINC5	SERPINI1	SEZ6L	SEZ6L2	SGK2	SGMS1-AS1	SH3BP5	SH3KBP1	SH3PXD2A	SHANK2	SHANK3	SHC4	SHOX2	SHROOM2	SIK3	SIN3A	SIX3	SLC12A5	SLC16A14	SLC16A9	SLC17A6	SLC1A2	SLC22A15	SLC22A4	SLC24A2	SLC24A3	SLC25A12	SLC25A22	SLC32A1	SLC37A1	SLC38A1	SLC39A12	SLC4A1	SLC4A3	SLC4A8	SLC5A3	SLC6A1	SLC6A15	SLC6A17	SLC7A14	SLC8A1	SLC8A2	SLC9A6	SLC9A7	SLCO3A1	SLITRK1	SLITRK4	SLITRK5	SMARCC2	SMG1P3	SMIM17	SMPD3	SMURF1	SNAP25	SNAP91	SNORD11	SNORD116-29	SNORD12	SNTG1	SNX1	SOBP	SOCS7	SORBS1	SORCS3	SOX11	SOX14	SP4	SPAG17	SPAST	SPATA13	SPEG	SPINT2	SPOCK1	SPOCK2	SPOCK3	SRCIN1	SRGAP1	SRGAP3	SRRM3	SRRM4	SRSF12	SSBP3	SSH2	SSPOP	SST	SSTR2	ST3GAL5	ST6GAL2	ST8SIA2	ST8SIA3	ST8SIA4	STEAP2	STIM2	STK32B	STMN2	STMN4	STOX2	STRIP1	STXBP1	STXBP5	SUGP2	SULT4A1	SV2A	SV2B	SV2C	SVOP	SYBU	SYCP2L	SYN2	SYN3	SYNGR3	SYNJ1	SYNPR	SYP	SYT1	SYT13	SYT4	SYT6	SYTL2	TAC1	TAL1	TANC2	TAOK3	TARBP1	TATDN2	TBC1D24	TBC1D2B	TBC1D3	TBC1D32	TBC1D9	TCEAL2	TCEAL5	TCERG1	TCERG1L	HNF1B	TENM1	TENM2	TERF2IP	TES	THEM4	THRA	THSD7A	TLL1	TLN2	TMCO3	TMEFF2	OPN5	TMEM132B	TMEM151A	TMEM163	TMEM169	TMEM178B	TMEM196	TMEM229B	TMEM255A	TMEM35A	MACO1	TMEM59L	TMEM74B	TMOD2	TNFSF13B	TNK2	TNKS	TNRC6A	TNRC6C	TOX2	TOX3	TPD52L1	TRHDE	TRIM2	TRIM46	TRIM58	TRIM67	TRIM9	TSC2	TSHZ2	TSIX	TSPAN7	TSPYL4	TTC14	TTC3	TTC9	TTC9B	TTLL7	TTN	TUBB2B	TUBB3	TULP4	TVP23C	UBASH3B	UBE2Q2	UBE2QL1	UBE2Z	UBN2	UBQLN2	UBXN2B	UCHL1	UGCG	UHRF1BP1L	UNC13A	UNC79	USP49	VASH2	VAV2	VAV3	VCAN	VGF	VHL	VPS53	VSNL1	VSTM2A	VWA5A	VWCE	WAC-AS1	WASF1	WNK3	WNT7A	WT1-AS	XIST	XK	XKR4	XKR6	XPA	XPR1	YPEL2	YWHAG	ZBED6CL	ZBTB38	ZBTB43	ZC3H8	TUT4	ZCCHC12	ZFHX2	ZFHX3	ZFHX4	ZFPM2	ZGLP1	ZMAT1	ZMIZ1	ZMYND8	ZNF248	ZNF264	ZNF28	ZNF318	ZNF32	ZNF354A	ZNF385D	ZNF462	ZNF471	ZNF663P	ZNF697	ZNF77	ZNF793	ZNF816	ZNRF1	ZYG11B
MANNO_MIDBRAIN_NEUROTYPES_HSERT	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HSERT	AATK	ABHD17A	ABLIM1	ABR	ACOT7	ACSL6	ACTL6B	ADAM22	ADCY1	AFF2	AK5	AKAP7	AKR1C1	AKR1C2	ANK2	ANKRD44	ANO8	AP3B2	APBA1	APLP1	ARRB1	ASB2	ASXL3	ATCAY	ATL1	ATP1A3	ATP2B2	ATP6V1A	B9D1	BAALC	ADGRB1	BASP1	BEX1	BEX2	BEX5	BOP1	BRINP1	BRINP3	BTBD1	BTBD6	C1orf194	FNDC10	C22orf42	CA1	CACNA1A	CACNA1B	CACNA1C	CACNA1E	CACNA1G	CACNG8	CADM1	CALB1	CAMK2B	CAMK2N2	CASZ1	CBLN2	CCDC184	CCDC85A	CCSER1	CD2	CD47	CDH13	CDH8	CDK5R1	CDKL2	CDKN2D	CDRT4	TMEM121B	CELF3	CELF4	CELF5	CELF6	CGREF1	CHCHD1	CHD5	CHGA	CHGB	CHODL	CHRNA4	CHST1	CLCN4	CLVS1	CNGB1	CNIH2	CNTN1	CNTN4	CNTNAP4	COL5A2	COMTD1	CPEB3	CPNE4	CPNE5	CPNE7	CREG2	CRMP1	CRTAC1	CSRNP3	CTHRC1	CTXN2	CYP4X1	DACT3	DCX	DDC	DIRAS2	DMTN	DNAJC12	DNAJC5	DNAJC6	DNM3	DOK6	DPF1	DPYSL3	DYNC1I1	EEF1A2	EID2B	ELAVL2	EMID1	ENO2	EPB41L1	ERC1	ERC2	RETREG1	FAM155A	TAFA1	TAFA2	TAFA5	RIPOR2	LRATD1	FAR2	FBLL1	FBXL16	FEV	FGF13	FGF14	FKBP1B	FNDC9	FRMPD4	FRY	FSD1	GABBR2	GABRB1	GABRB2	GABRG1	GABRG2	GAP43	GARNL3	GATA2	GATA3	GATA3-AS1	GCH1	GCHFR	GDAP1L1	GFOD1	GLRA2	GLT8D2	GNAL	GNAO1	GNG2	GNG3	GOLGA7B	GOT1	GPC3	GPM6A	GPR12	GPR149	GPR176	GPR26	GPRASP1	GREM2	GRIA1	GRIA2	GRIA4	GRIK2	GRIN3A	GRIP2	GRM5	GRM7	GRM8	HBA1	NSG2	HPCAL4	HS3ST4	HS6ST3	HSPA12A	ICA1	IL27RA	INA	INHBA-AS1	JAKMIP1	JPH3	JPH4	KANK4	KCNC1	KCNIP4	KCNK3	KCNQ3	KCTD2	ARFGEF3	CEP126	KIF5C	KIFC2	KIRREL3	KIT	KLC1	KLHL29	KLHL32	KRT17	KSR2	L1CAM	LGI1	LHFPL3	LHFPL4	LINGO1	LMTK3	LMX1B	LONRF2	LPCAT4	LPIN2	PLPPR2	PLPPR3	PLPPR4	PLPPR5	LRFN5	LRP1B	LY6H	MAOA	MAP1B	MAP1LC3A	MAP2K4	MAP7D2	MAPK8IP2	MAPRE2	MAPRE3	MARCHF1	MAST1	MCF2	MCF2L	MEG3	MFSD6	MGAT4C	MICOS10-NBL1	MLLT11	MMP24	MSANTD3-TMEFF1	MTURN	MTUS2	MYCBP2	MYO5A	NALCN	NAP1L3	NAP1L5	NAPB	NCAM1	NCDN	NCOA7	NDFIP1	NDRG4	NEGR1	NELL1	NFASC	NKAIN2	NOL4	NPTXR	NRXN1	NRXN2	NSG1	OLFM3	OPCML	OPTN	PAK6	PAQR8	PCDH11X	PCDH19	PCDH7	PCDH9	PCDHA7	PCSK1N	PDE11A	PDZD7	MEST	PEG3	PFKP	PGM2L1	PHACTR3	PI4KA	PIGZ	PITPNC1	PITRM1	PKIA	PLCB1	PLCH2	PLCXD3	PLXNC1	PNCK	PNMA2	PNMA8B	POU2F2	PPFIA2	PPFIA4	PPM1H	PPP2R2B	PRKACB	PRKAR1B	PRKAR2B	PRKCB	PRKCZ	PRRT2	PRRT4	PSD	PSD2	PTPRM	PTPRR	QDPR	RAB15	RAB24	RAB3B	RAB9B	RALGDS	RALYL	RASA4	RASGRP2	RBFOX1	RBFOX2	RBFOX3	RBMS3	REEP1	RFPL1S	RGS17	RIMBP2	RIMS1	RIMS2	RIMS4	RNF112	RNF175	ROBO2	RPARP-AS1	RTN1	RUFY3	RUNDC3B	SAMD14	SBK1	SCG2	SCG5	SCN2A	SCN3A	SCN3B	SCN7A	SCN9A	SEMA3C	SEPTIN6	SERINC1	SERPINI1	SEZ6	SEZ6L2	SH3BP5	SH3GL3	SH3KBP1	SHANK3	SLC12A5	SLC18A2	SLC22A17	SLC24A3	SLC35F3	SLC37A1	SLC4A1	SLC4A3	SLC4A8	SLC6A1	SLC6A15	SLC6A4	SLC7A14	SLC8A2	SLC9A6	SLITRK1	SLITRK4	SMARCD3	SMIM17	SMIM18	SMPD3	SNAP25	SNAP91	SNCA	SNCG	SNORD116-29	SNX1	SORCS3	SOX1	SOX14	SPINT2	SPOCK1	SPOCK2	SPOCK3	SRRM4	SSTR2	ST8SIA3	STMN2	STMN4	STXBP1	SVOP	SYBU	SYN2	SYNGR3	SYP	SYT1	SYT13	SYTL2	TAC1	TARBP1	TENM2	THRA	THSD7B	OPN5	TMEM14A	TMEM151A	TMEM169	TMEM178B	TMEM35A	TMEM59L	TMOD2	TNS1	TPH2	TPPP	TRIM46	TRIM67	TRPV2	TSHZ2	TSPAN7	TTC9B	TUBB2A	TUBB3	TUBB4A	UBE2E2	UCHL1	UNC79	USP27X	VAT1L	VGF	VSNL1	VSTM2A	XKR6	XPR1	YPEL2	YWHAG	YWHAH	ZC2HC1A	ZCCHC12	ZFHX2	ZFHX3	ZNF32	ZNF385D
MANNO_MIDBRAIN_NEUROTYPES_HOMTN	http://www.gsea-msigdb.org/gsea/msigdb/cards/MANNO_MIDBRAIN_NEUROTYPES_HOMTN	AATK	ABCA3	ABCC8	ABLIM1	ACOT7	ACSL4	ACTL6B	ACVR1B	ADAM22	ADCY1	ADCY2	AHNAK2	AKR1C1	AKR1C2	ALCAM	ANK2	ANK3	APC2	APLP1	ARG2	ASNS	ATCAY	ATL1	ATP11C	ATP1A3	ATP2B1	ATP2B2	ATP6V1A	B4GALNT1	BACH2	ADGRB3	BASP1	BEX1	BEX2	BEX5	BRINP2	BSN	BZW2	C11orf87	C17orf75	C1orf35	C1QL2	C4orf48	CACNA1C	CACNB3	CACNG2	CADM1	CADM3	CAP2	CASZ1	CCDC112	CCDC184	CD2	CD24	TMEM121B	CELF3	CELF6	CELSR3	CEND1	CHGA	CHN2	CHRM2	CHRNA3	CHRNB4	CLCN4	CLUL1	CLVS1	CNST	CNTN2	CNTN4	CNTNAP2	CNTNAP4	CORO2A	CPEB3	CPNE8	CRMP1	CRNDE	CSMD3	CTNNA2	CTXN2	CTXN3	CXADR	CYP4X1	DACH1	DBH	DCX	DGCR6	DMTN	DNAJC6	DNM1	DNM3	DOCK4	DOK4	DOK5	DOK6	DPYSL3	DTD1	DUSP26	ECEL1	EDIL3	EEF1A2	ELAVL2	ELAVL3	ELAVL4	ELOVL4	ENO2	EPB41L1	EPHA3	ESRRB	ESRRG	ETFB	EYA1	FABP6	FADS3	FAIM2	FAM131B	FAM155A	INSYN2A	TLCD3B	FAR2P2	FAXC	FGF1	FGF13	FGF9	FNBP1L	FNDC5	FNDC9	FRY	FSD1	FSTL5	GABRA5	GABRG2	GAP43	GARNL3	GDAP1	GDAP1L1	GLRA2	GLRX	GNAL	GNG2	GNG3	GPC2	ADGRA1-AS1	GPR155	GPR176	GPR85	GPRIN1	GREM2	GRIA4	GRIK1	GRM1	GSG1L	HCN3	HMGCLL1	HSPA12A	HTR3A	INA	INHBA-AS1	IRX3	ISL1	ISL2	JPH3	JPH4	JUP	KCNH8	KCNMA1	KHDRBS3	ARFGEF3	SHTN1	KIF21A	KIF26A	KIF3A	KIF5C	KIFAP3	KIFC2	KLC1	L1CAM	LCOR	LHX4	LINGO1	AC010931.1	AC010478.1	PLPPR2	PLPPR4	LRFN5	LRRN3	LRRTM2	LYST	LZTS1	LZTS3	MAB21L2	MAP1B	MAP1LC3A	MAP2	MAP3K9	MAP4	MAP6	MAP7D2	MAPK6	MAPRE3	MAST1	MCF2	MCF2L	MDGA2	MEG3	MGAT5	MIR218-2	MIR7-3	MLLT11	MMP24	MPP2	MPP3	MSANTD3-TMEFF1	MT1F	MYO5A	MYT1	N4BP3	NAPB	NEFL	NEFM	NEIL1	NELL1	NELL2	NETO1	NFASC	NIPA1	NLN	NMNAT2	NRP2	NSG1	NTRK1	NYAP1	OCIAD2	OGDHL	OLFM1	OSBPL6	P2RX3	PAFAH1B3	PCBP4	PCDH7	PCDH9	PCDHA7	PDE1B	PDP1	PEX5L	PFKM	PHACTR3	PHF21B	PHOX2A	PHOX2B	PIANP	PID1	PLCB1	PLCL1	PLCXD3	PLXNA3	PLXNA4	PMFBP1	POU6F2	PPFIA2	PPP2R2B	PPP2R2C	PRKACB	PRKAR2B	PRMT8	PRPH	PRRT2	PSD2	RAB11FIP4	RAB15	RAB3A	RAB6B	RAB9B	RAPGEF5	RAPH1	RASA4	RBFOX1	RBFOX2	RBMS3	RCOR2	REEP1	RELN	RHOU	RIMBP2	RIPPLY2	RNF157	RNF165	TRIM8	RTN1	RUFY2	RUNDC3A	RUNDC3B	RUSC1	RXRG	SCG5	SCN3A	SCN8A	SCN9A	SCRT2	SEMA3A	SEMA3C	SEMA3D	SEMA3E	SEMA4D	SEMA6D	SEPTIN3	SEPTIN6	SEZ6L2	SH3PXD2A	SHROOM2	SIM2	SLC18A3	SLC1A4	SLC38A1	SLC4A8	SLC5A7	SLC6A15	SLIT3	SLITRK1	SLITRK4	SMAP2	SMPD3	SNAP25	SNCA	SNCB	SNCG	SNORD116-1	SNORD116-24	SNX1	SP5	SPINT2	SPOCK3	SRL	SRRM3	SRRM4	SST	ST18	ST8SIA3	STAC	STMN1	STMN2	STMN3	STMN4	STXBP1	STXBP5	SULT4A1	SV2C	SVOP	SYN3	SYP	SYT2	SYT4	SYT7	TAGLN3	TCEAL5	TENM2	TENM3	THSD7B	TIGD3	TLE4	TLN2	TMEM169	TMEM255A	PIP4P2	TMEM59L	TMOD2	TMX4	TRHDE	TRIM36	TRPV2	TSPAN7	TSTD1	TTC9B	TUBA1A	TUBB2A	TUBB2B	TUBB3	UBE2QL1	UCHL1	UNC79	VAT1L	VGF	VSTM2A	VSTM2L	XKR4	ZC2HC1A	ZFHX3	ZMAT4	ZNF33B
ZHONG_PFC_MAJOR_TYPES_ASTROCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_MAJOR_TYPES_ASTROCYTES	SPARCL1	CST3	AGT	CLU	CXCL14	TNC	ALDOC	ATP1A2	APOE	AQP4	SLCO1C1	MT1E	BTBD17	MLC1	HOPX	CLDN10	S100A16	MFGE8	S1PR1	PON2	ATP1B2	CD9	MT3	S100A13	TSC22D4	RAMP1	BCAN	ID1	SLC1A3	EDNRB	PLPP3	PTN	ADORA2B	TTYH1	SPON1	F3	KCNE5	LYN	RAB31	FBLN2	PSAT1	DIO2	HES5	LINC00943	SLC4A4	SLC15A2	GDPD2	SLC1A2	CCDC80	LGALS3	EEPD1	LRRC17	GRM3	MT2A	TFPI	ANOS1	PMP22	GJA1	RAMP3	PAQR8	EFNA1	ACSBG1	PRSS35	CASTOR1	HAPLN1	HAPLN3	GFAP	FAM107A	PRODH	SLC25A18	GATM	CD82	NCAN	GLUD1	PLTP	ADGRG1	SLC9A3R1	SLC39A12	TRIM47	PEA15	LRRC3B	DTNA	LRIG1	NKAIN4	VEPH1	PTPRZ1	BMP7	LITAF	ITM2C	DBI	SFXN5	DBX2	CSPG5	CPNE5	GPM6B	TIMP3	SLC38A3	GPR37L1	KCNJ10	EFHD2	TCIM	LGI1	SLC13A5	NPNT	RIT2	SLC1A4	SPRY1	VCAM1	GLUL	ADCYAP1R1	CDC42EP1	DCN	RFX4	GNG7	SIRPA	PDGFRB	LRRC10B	LRP4	PLEKHB1	RGCC	ADD3	ZFP36L2	LGALS1	METTL7A	RGS20	LIX1	RHOC	AK4	NT5E	MMD2	LGALS3BP	PDLIM5	HEY1	SASH1	SOX9	BDH2	CBR1	SEZ6L	SELENBP1	STON2	AIF1L	PHACTR2	ID4	SLITRK2	PDPN	SERPINE2	TM7SF2	LAMB2	GNG12	ARNTL	MYORG	GNG11	B2M	HES4	TIMP1	LRATD2	WSCD1	LRRTM3	RGMA	DAG1	PDLIM3	DDAH1	HADHB	TRIL	FABP7	FAM181B	GPX3	TBC1D10A	PPP1R16A	HNMT	OAT	LINC01351	ALPL	MYO10	ARHGEF26	RASSF4	LUZP2	ELOVL2	BMPR1B	ELOVL5	IL33	C2orf72	P4HA1	ETV5	ATP13A4	ROBO3	PHGDH	FERMT2	SYPL1	MAGT1	MRC2	ANXA5	CDC42EP4	ETV1	C1orf61	NDRG2	PLCD1	DHCR7	PREX1	CYP51A1	IFITM3	ABHD3	IGFBP4	SCD	PNPLA3	HLA-C	OLFM2	PHYHIPL	MSMO1	NOTCH2	MEIS1	PBXIP1	ENHO	TRIB2	CA12	HLA-A	FAT1	ALDH6A1	PRCP	RAB34	SNX5	GPR137B	C3orf70	PLAGL1	CD63	HLA-B	ADGRB1	CNN3	HTRA1	NOTCH3	DNER	IFI27L1	TEX264	HSD17B12	ACSL6	TTYH2	TECPR2	SOX8	ID2	SPATA6	TCF7L2	NTRK2	GPRC5B	SDC3	YIF1A	GULP1	ITPR2	TP53I3	IDI1	COMT	PLIN3	TSPAN7	RAP1GAP	BRINP3	ALCAM	LRRN3	MGLL	QKI	HES1	CRYL1	HSPB1	VIM	SEMA6D	THBS3	SPRY2	MASP1	TSPAN3	PRR5	ITGAV	ZFYVE21	EFEMP2	BCHE	LIFR	NLGN3	SLC3A2	TNFRSF19	CBS	SCRG1	FXYD1	SOX2	DDR1	UBL3	RCN1	LEPROT	EMC2	GNG5	DOK5	CAMK2G	JUN	ABCD3	SHISA4	GNPTG	SNX3	SMIM30	SOAT1	FADS2	HMGCS1	B3GLCT	TMEM132B	SERPINB6	SLC6A1	ELN	ZFP36L1	BBS2	FABP5	PLEC	APBB2	KLHDC8A	DCXR	DARS1	LIPA	P3H4	S100B	PTTG1IP	SEMA6A	ABAT	BCAP29	DKK3	CTSL	C1orf122	GRB14	TSPAN6	AASS	G6PC3	TOR1AIP1
ZHONG_PFC_MAJOR_TYPES_EXCITATORY_NEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_MAJOR_TYPES_EXCITATORY_NEURON	NEUROD6	SLA	CSRP2	IGFBPL1	NEUROD1	RBFOX1	PPP2R2B	NEUROD2
ZHONG_PFC_MAJOR_TYPES_INTERNEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_MAJOR_TYPES_INTERNEURON	DLX5	DLX1	PLS3	GAD2	DLX2	ERBB4	CXCR4	GAD1	LHX6	SOX2-OT	PDE4DIP	NRXN3	MAF	ARX	CELF4	MEF2C	INA	MEG3
ZHONG_PFC_MAJOR_TYPES_MICROGLIA	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_MAJOR_TYPES_MICROGLIA	CCL3	AIF1	C3	CCL4	SPP1	C1QB	P2RY12	CX3CR1	RGS1	VSIG4	CSF1R	C1QA	LAPTM5	TYROBP	TREM2	FOLR2	FCER1G	FCGR3A	BHLHE41	P2RY13	FCGRT	PLD4	CD53	LTC4S	TMEM52B	RGS10	FCGR1A	CH25H	FPR1	IGSF6	C1QC	ALOX5AP	SLCO2B1	LY86	VSIR	OLFML3	A2M	ADAP2	ARHGDIB	GPR34	SRGN	LST1	ITGB2	S100A11	PTAFR	CD68	LINC02712	ZFP36	APOC1	CD14	MNDA	SAMSN1	FYB1	CYBB	TLR4	ADAM28	APBB1IP	CD74	CD84	PDK4	PYCARD	STING1	SERPINF1	CTSC	CD36	RNASET2	PTPRC	MS4A7	HPGDS	HLA-E	GPR183	DAB2	HTRA1	VAMP8	CRYBB1	NINJ1	LCP1	LILRB4	TMIGD3	CPVL	HCK	HCST	FCGR2A	ADORA3	AC020916.1	IFNGR1	IRF8	LPAR6	LPAR5	ACY3	CEBPD	SFMBT2	OLR1	SIGLEC10	ABCG2	FCGR1B	BTG2	CSF3R	CREG1	IL6R	CD37	MKNK1	GADD45B	CTSS	LGMN	PLEK	MERTK	IER3	SELPLG	PLXDC2	JUNB	LAT2	LY96	GMFG	NEAT1	TMEM119	GAL3ST4	IFI30	DOCK8	CTSB	TBXAS1	IKZF1	C2	ARPC1B	GSN	CYBA	C3AR1	BIN2	NPL	SLC7A8	MGST2	STAB1	APOE	ADRB2	RNASE6	SIGLEC8	INPP5D	TNFRSF1B	SGK1	BIN1	DHRS3	FCGR1CP	CEBPA	DHRS9	RHBDF2	ABI3	IL13RA1	GRN	TMEM35B	OTULINL	GIMAP4	RGS19	PDGFB	CD300A	CXCL16	EGR2	MRC1	CD86	PLVAP	CD4	TPP1	IFITM2	SYNGR2	ITGAX	PLA2G7	ZFP36L1	IFI16	HAVCR2	SYK	MILR1	CTSD	GGTA1P	MPEG1	ITGAM	SAT1	CCR1	SLC7A7	KLF2	FOSB	B2M	POLD4	RUBCNL	P2RX4	LINC00996	CMTM7	SERPINA1	EVI2A	EGR3	AOAH	GYPC	TLR10	OAS1	LHFPL2	BST2	MYO1F	CYTH4	TMIGD2	TLR7	IL6ST	ITM2B	DOCK2	NPC2	PTPN6	ASAH1	LAIR1	C12orf75	CTSL	PTGS1	TAL1	NCF4	TNFAIP8L2	RHOG	GM2A	DUSP1	TMC6	LIPA	IL10RA	SP100	SLC15A3	TMEM273	XBP1	UCP2	LINC01094	ATP2B1-AS1	ELF1	RBMS1	GAS6	TNFRSF1A	ZFP36L2	SLC29A3	RUNX1	MGAT4A	CD83	HLA-B	IL16	PARVG	ATP8B4	RIN2	GPSM3	HCLS1	OSTF1	NAGA	PALD1	IGF1	IL17RA	MAN2B1	KCTD12	TFEC	GLIPR1	H1-2	RAB32	SASH3	BLNK	RAB3IL1	IGFLR1	ARHGAP9	IRAG2	AP1B1	SOCS6	SORL1	TAGAP	FLI1	ENTPD1	SIRPA	ANXA4	FTL	EGFL7	TLN1	VAV1	IPCEF1	MAF	ADA2	SLC9A9	C5AR1	PTPRE	FES	RCSD1	CNPY3	NR4A2	WASF2	NR4A1	LYN	FAM78A	FOS	ANXA11	FGD2	CASP1	GNB4	OTUD1	SMAP2	IER2	TMBIM1	LPCAT2	MFSD1	LIMS1	ALOX5	WDR91	RB1	PLTP	PPT1	ARHGAP4	RHOB	CYFIP1	RNF135	EGR1	B3GNT5	RNF213	GPX1	STOM	DPP7	SERPINB6	PLCB2	JUN	MYLIP	CCND1	FMNL3	SWAP70	HVCN1	ITPR2	PAG1	CCL4L2	HSPA1B	RYR1	CD81	NABP1	NR3C1	HEXB	NCKAP1L	RAB29	CPED1	SALL1	MGAT1	RCN3	STXBP2	SCAMP2	AXL	MYH9	HERPUD1	PLA2G15	GNG7	COLGALT1	GAA	BLVRB	SH2B3	RGS2	DNAJB1	CD164	REEP4	TCIRG1	MYL12A	PDPN	CORO1A	PRR13	HLA-C	P3H2	LYST	RASSF4	HSPA1A	RPS6KA1	NFKBIA	MBNL1	SLC29A1	ADAM9	PSAP	CREBL2	ZFHX3	ARRB2	RNF130	GNAI2	CMTM6	JAG1	TAPBP	LINC02256	NAIP	GATM	APPL2	CTSA	SESN3	MIS18BP1	APLP2	MANBA	SPRED1	ABHD12	TIMP2	TM6SF1	GGA2	CAPZB	TGOLN2	LAMP1	LPIN2	HEXA	LAMP2	MAST3	ANXA5	ACTR2	ARHGAP12	ITM2C	METTL7A	ATP6V0E1	BRI3	FRMD4A	SFT2D1	NAA20	PPP1R18	MED12L	MPP1	PFN1	RAPGEF6	ATM	GPN3	SMIM30	MSN	RAB31	NRIP1	KLF6	DNPH1	WAS	C20orf27	TSC22D3	GLUL	RNF13	GSTK1	SCAF11	PSMB10	DOCK4	CD63	MEF2A	CAP1	NEU1	CIAO2A	TACC1	GALNT1	PLD3	GNG5	VMP1	SIPA1L2	TPT1
ZHONG_PFC_MAJOR_TYPES_NPCS	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_MAJOR_TYPES_NPCS	UBE2C	AURKB	HMGB2	PTTG1	CCNB2	NUSAP1	CDC20	HES1	NUF2	BIRC5	CENPF	PIMREG	GTSE1	CCNB1	CKS2	CDKN3	CDCA3	TOP2A	RRM2	CDK1	PCLAF	CKAP2L	MAD2L1	SMC4	TPX2	MKI67	ZWINT	DLGAP5	PRC1	C21orf58	SFRP1	CLSPN	NDC80	VIM	ATAD2	SPC25	PAX6	CKS1B	KIF2C	CENPU	SGO2	PBK	CENPM	CENPN	CCNA2	SFRP2	H2AX	ASPM	KIF15	FBXO5	KIF23	GMNN	MCM3	KNSTRN	HSPB1	HJURP	GINS2	MIS18BP1	UBE2T	MCM2	APOLD1	GLI3	CDCA5	BUB1	CKAP2	DACH1	TACC3	KPNA2	SGO1	HMGN2	KIF11	PHGDH	SPAG5	CENPW	SOX3	ANP32E	ITGB3BP	UHRF1	PCNA	OIP5	CENPK	ORC6	PRR11	RPA3	BTG3	HELLS	CLIC1	MCM5	C19orf48	CDON	EMX1	SMC2	MFAP2	CNTLN	MELK	TAGLN2	TGIF1	KIF22	CREB5	FEN1	MCM4	H4C3	GNG5	ID4	MCM7	IGF2BP1	H2AZ1	RNASEH2A	DEPDC1B	EMX2	CDCA4	RCN1	RRM1	OTX1	SNRPB	DHFR	LDHA	TUBB4B	DTYMK	WDR34	H2AZ2	MCM6	TUBA1B	EOMES	CDCA7	TMEM98	EFNB1	PAICS	NOTCH1	SOX9	PLIN2	ZFHX4	HMGB3	PLPP3	RPS27L	UCP2	DUT	HAT1	SINHCAF	TMPO	MDK	BUB3
ZHONG_PFC_MAJOR_TYPES_OPC	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_MAJOR_TYPES_OPC	APOD	OLIG1	PDGFRA	SCRG1	S100B	PMP2	GPR17	SOX10	OLIG2	COL20A1	PLAT	FIBIN	PLLP	ARC	NKX2-2	BCAN	BCHE	COL9A1	ARL4A	OMG	RAMP1	CA10	ANGPTL2	PCDH15	VXN	SIRT2	CD9	NKAIN4	DUSP6	EDNRB	KANK1	SEMA5A	LIMA1	LUZP2	RAB31	EPN2	SOX8	SPRY4	BRINP3	CNP	SPATA6	PLEKHB1	LHFPL3	SLITRK2	GRID2	TSC22D4	C2orf80	EPB41L2	SCN1A	TRIB2	PDE4B	DBI	MMP2	LRRC4C	SPRY1	RHOC	MT3	SERPINE2	SOX6	CD82	CNTN1	ITGB8	ETV5	ETV1	CSPG5	SPARC	NOVA1	PON2	LMF1	CST3	RFTN2	ITM2C	PTPRZ1	CADM2	ANXA5	TSPAN7	GATM	B2M	TTYH1	PTN	PLPP3	GPM6B	NXPH1	GNG7	ALCAM	PSAT1	SLC35F1	CD63	SEZ6L	SCD5	LSAMP
ZHONG_PFC_C7_ORG_UNDERGOING_NEURONAL_DIFFERENTIATION	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C7_ORG_UNDERGOING_NEURONAL_DIFFERENTIATION	ABHD6	ACYP2	ADGRG6	ADRA2A	AGPAT3	ARPP21	ATAD2B	C8orf34	CACNG8	CEP126	CHL1	CPTP	CRYM	DLG2	DNAL4	DOCK4	DPP6	DYNC1I1	ENC1	EPHA3	EPHB1	ESYT2	FGF9	GAREM1	GLRA2	GRIA2	GUSBP11	HSPA12A	IQGAP2	KRT31	LEMD2	LHFPL4	MIR124-1HG	LNX1	LONRF2	LRRC8B	MAP6	MAPT	MEF2C	MEGF8	MIAT	MLLT3	AFDN-DT	MNT	MTURN	MYT1L	NDRG1	NEUROD2	NIN	NTM	PTPRD	RBFOX1	RNF213	RUNX1T1	SATB2	SCD5	SEMA3C	SERP2	SH3PXD2A	SHC2	SLA	SNAP91	SORL1	SRGAP1	TMEM132B	TNIK	TTC14
ZHONG_PFC_C8_ORG_PROLIFERATING	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C8_ORG_PROLIFERATING	ANXA2	ARL6IP1	ASPM	AURKA	BIRC5	BUB1	BUB1B	CCDC34	CCNA1	CCNB1	CCNB2	CDC20	CDCA3	CDCA8	CDKN3	CENPA	CENPE	CENPF	CEP70	CKAP2	CKS2	CRNDE	CRYZ	DCXR	DEPDC1B	EMP3	GAS2L3	HSD17B11	ITGB1BP1	KIF18A	KIF20A	KNSTRN	LGALS1	MT2A	MZT1	NEK2	NMU	NOTCH2NLA	NUSAP1	ODF2	OIP5	PLIN3	PLK1	PRC1	PRR11	PSRC1	PTTG1	RACGAP1	RP2	SFRP2	SGO2	SHCBP1	SMTN	TACC3	TMEM256	TPX2	TROAP	TUBA1C	TUBB4B	TUBB6	TXNDC12	UNC50
ZHONG_PFC_C9_ORG_OTHER	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C9_ORG_OTHER	ATP1A2	ATP1B2	AXL	BCAN	BMP7	TCIM	CDC42EP1	CDO1	CLU	COL11A1	CRYL1	CST3	CXCR4	DBI	DKK3	EEPD1	ENHO	ETV5	F3	FABP5	FABP7	FAM107A	FOLH1	GATM	GNG12	GPM6B	GPX3	HOPX	ID2	IFI27L2	ITGB8	ITM2C	MYORG	LGALS3	LIFR	LINC00943	LITAF	LRRC3B	MEST	MFGE8	MGST3	MLC1	MOXD1	MT3	NDN	NDP	NDRG2	NFE2L2	NOTCH2	NRG1	NSDHL	NTM	OAT	PDLIM3	PDPN	PEA15	PLPP3	PSAT1	PTN	PTPRN2	PTPRZ1	S100A13	S100A16	SAT1	SC5D	SCRG1	SEL1L3	SELENOW	SLC1A3	SLC9A3R1	SLCO1C1	SNX5	SPARC	STOM	TAGLN2	TKTL1	TMEM132B	TMEM9B	TNC	TSPAN7	TSPO	TTYH1	TUBB2A
ZHONG_PFC_C3_UNKNOWN_INP	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C3_UNKNOWN_INP	APOLD1	BIRC5	BUB1	CCDC112	CCNA2	CCNB2	CDCA2	CDCA8	CDK1	CDKN2C	CENPE	CENPF	CKAP2L	CNR1	DLGAP5	ECT2	FAM83D	H2BC9	HJURP	HYLS1	INSM1	KIF23	KPNA2	MXD3	NCAPH	NDC80	NEUROD4	NMU	NUF2	PENK	PPP1R17	PRC1	SGO1	SKA1	SPC25	TPX2	UBE2C	UBE2T
ZHONG_PFC_C4_UNKNOWN_INP	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C4_UNKNOWN_INP	ACTR10	ARHGEF26	ARL4D	ASCL1	ATG3	ATP6V0E2	BBS10	BRD7	C19orf12	CFAP298	RBIS	CADPS	CIR1	COA1	COMMD9	COX17	DANCR	DDIT4	DENND1B	DLL3	DOCK7	DPF2	DYRK4	EBF2	EIF2S1	ELAVL4	ELP6	EOMES	EXOSC1	GADD45G	GMIP	GNL3	HSPA1A	HSPA1B	HSPA5	INO80C	KIN	KLHDC8A	LDB1	LINC02487	MEST	MFNG	MPHOSPH10	MRPL42	MRTO4	MTHFD2	NELL2	NEUROG1	NFATC3	NHLH2	NKAIN3	NUMBL	OCIAD2	P2RX5-TAX1BP3	PCBP4	PHF21B	PHLDB2	POLR2H	POLR2L	PRMT9	PSMC6	PSMG1	RGS16	RNF138	RPAP2	RPAP3	RSBN1	S100PBP	SERINC2	SERPING1	SLC4A7	SLC6A15	SNHG8	SOCS4	SUPT16H	SVIL	SYP	TAGLN3	TCP10L	TIMM50	TTF1	UBAP2	UBE2I	ZBED8	ZFP82	ZIC2	ZNF254	ZNF43	ZNF605
ZHONG_PFC_C5_BCL11B_CALB2_POS_INP	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C5_BCL11B_CALB2_POS_INP	ANK3	ATP2A2	BCL11B	CALB2	CELF4	CNIH2	CNTNAP2	GAP43	KAT6B	KIF21B	LZTS1	NAV1	NEUROD6	NHLH1	RUNDC3A	ST18	THSD7A	TP53I11	TSPAN18	XPR1	YWHAG	ZBTB18
ZHONG_PFC_HES1_POS_C1_NPC	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_HES1_POS_C1_NPC	HES1	HEY1	HMGA2	LIX1	MCM3	ZFP36L1
ZHONG_PFC_C2_UNKNOWN_NPC	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C2_UNKNOWN_NPC	AMBN	ARHGAP11A	ARL6IP1	ASPM	AURKA	AURKB	CALB2	CCNA2	CCNB1	CCNB2	CDC20	CDC25B	CDCA2	CDCA3	CDCA8	CDKN3	CENPE	CENPF	CEP70	CIT	CKAP2L	CKS2	CNOT7	DCXR	DEPDC1	DLGAP5	DNALI1	FAM83D	G2E3	GTSE1	HJURP	ITCH	KDM4A	KIF20A	KIF22	KIF2C	KIF4A	KNSTRN	KPNA2	LDHA	AC091057.1	MFAP2	MIS18BP1	MKI67	MZT1	NCAPD2	NDC80	NDE1	NDST4	NEIL3	NEK2	NUSAP1	OIP5	PHF19	PIF1	PLK1	PRR11	PSRC1	PTTG1	RACGAP1	RANGAP1	REEP4	SGO2	SPAG5	SPDL1	TACC3	TOP2A	TPX2	TRIM59	TROAP	TTK	TUBA1C	TUBB4B	TUBB6	UBE2C	ZNF649
ZHONG_PFC_C1_NEUROD1_POS_EXCITATORY_NEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C1_NEUROD1_POS_EXCITATORY_NEURON	ABRACL	AKT3	ARL4D	CFAP298	CADPS	CALB2	CGA	CNTNAP2	DDIT4	EPHA7	FEZF2	HEY1	HPCA	HSPA1A	MYO6	NEUROD1	NHLH1	NHLH2	NRN1	NXPH4	PCDH9	PTPRK	SNCB	ST18	THSD7A	ZFPM2
ZHONG_PFC_C2_SOX5_BCL11B_POS_EXCITATORY_NEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C2_SOX5_BCL11B_POS_EXCITATORY_NEURON	ARG2	BCL11B	CAV1	CDH7	CNIH1	CNTNAP2	CRYM	EIF1AY	FXYD7	HSPA1A	IGFBP5	LDHA	LINC00643	LMO3	LMO7	LSAMP	MASP1	MGLL	PDE1A	PRKY	RPS4Y1	SERPINI1	SHISA2	SOX5	SSBP2	ST18	THSD7A	VSNL1
ZHONG_PFC_C6_PLXNA4_POS_EXCITATORY_NEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C6_PLXNA4_POS_EXCITATORY_NEURON	CCBE1	EIF1B	GNAL	LINC01102	PLXNA4	SCG2	SRM
ZHONG_PFC_C1_DLX5_POS_INTERNEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C1_DLX5_POS_INTERNEURON	BTG1	DLX5	DLX6-AS1	PDZRN3	PRKCA	RDX	SCGN
ZHONG_PFC_C3_PROX1_CCK_POS_INTERNEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C3_PROX1_CCK_POS_INTERNEURON	AP1S2	ARL4C	CALB2	CCK	CNR1	DLX1	KITLG	PDZRN3	PROX1	SCGN	VSTM2A
ZHONG_PFC_C6_DLX5_GAD1_GAD2_POS_INTERNEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C6_DLX5_GAD1_GAD2_POS_INTERNEURON	ACKR3	ARRDC3	ARX	BRINP2	DLX2	DLX5	ERBB4	GAD1	GAD2	ID2	MAF	NXPH1	PDE4DIP	PFN2	RBP1
ZHONG_PFC_C7_SST_LHX6_POS_PUTATIVE_MIGRATING_INTERNEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C7_SST_LHX6_POS_PUTATIVE_MIGRATING_INTERNEURON	ACKR3	ARL4D	ARX	BRINP2	CXCR4	GAD1	GAD2	LHX6	MAF	NXPH1	PAM	PDZRN4	RBP1	SST
ZHONG_PFC_C8_UNKNOWN_NEUROD2_POS_INTERNEURON	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C8_UNKNOWN_NEUROD2_POS_INTERNEURON	ABLIM1	ACTN2	ADCYAP1R1	ALCAM	ARHGAP23	AUTS2	B3GAT1	B4GALT2	BHLHE22	CACNA1A	CACNG8	CALN1	CAMK2N2	CAPNS1	CCBE1	CEP126	CHD5	CNTN1	CNTN3	COPRS	CPE	CRYM	CSRP2	DEAF1	DNAJB2	DOCK9	DOK5	DTX1	DTX4	DUSP23	EEF1A2	EPHB6	FABP3	CYRIA	FASN	FBXW7	FOXP1	GAP43	HIVEP2	IGSF21	JAG2	KBTBD11	KHDRBS3	LHX2	LPL	PLPPR1	MAP6	MAPK11	MAPK8IP2	MT3	MVD	NCALD	NECAB1	NELL2	NEUROD2	NEUROD6	NPY1R	NTRK2	PALM	PDXP	PENK	PHYHIP	PIK3R1	PLXNA4	POU3F2	PPFIA3	PTPRK	R3HDM1	RBFOX1	RGS11	SCD	SEMA3C	SLA	SMARCA2	SPOCK1	SRM	STK32B	SYNGR3	SYT4	SYT7	UNC13A	USP32P1	USP32P2	VSTM2L
ZHONG_PFC_C1_OPC	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C1_OPC	TOP2A	NUSAP1	AURKB	CDC20	CCNB2	PRC1	PLK1	CCNB1	NUF2	UBE2C	KIF2C	ASPM	TPX2	CENPF	CDCA3	TUBB6	CKAP2L	CKS2	MXD3	GTSE1	TUBA1C	CDK1	NDC80	PIMREG	PBK	KIF23	NMU	KPNA2	MKI67	DLGAP5	PTTG1	CDKN3	CCNA2	BIRC5	TROAP	KIF14	BUB1B	HMGB2	KNSTRN	SMC4	NCAPH	CENPE	PRR11	TTK	KIF20A	NEK2	H2AX	CDCA8	CDC25C	MELK	C21orf58	TACC3	RRM2	CENPM	MIS18BP1	CENPA	KIF11	LGALS1	ECT2	ARHGAP11A	SPC25	PSRC1	BUB1	CDKN2C	SGO2	FBXO5	GAS2L3	CDCA5	HJURP	DEPDC1	AURKA	KNL1	SGO1	FOXM1	ZWINT	CDC25B	CCDC18	UBE2T	CKAP2	EMP3	KIF18A	H4C3	NCAPG	SFRP2	SKA3	IQGAP3	CCDC150	TUBB4B	CHEK2	AAMDC	PCLAF	CENPU	APOLD1	ANLN	OIP5	RTKN2	DEPDC1B	MAD2L1	TDP1	UBE2S	FAM83D	SMC2	RFC3	CDCA4	AK9	MT2A	CENPN	RAD51	LRR1	SPAG5	TRIP13	POLA2	MND1	PLK4	KIF4A	TUBA1B	HYLS1	NCAPD2	ARL6IP1	ARHGEF39	RAD51AP1	DTYMK	HMMR	SKA1	TUBGCP3	ASF1B	DIAPH3	USP1	FANCD2	CDCA2	G2E3	CENPK	CCDC34	VRK1	TMPO	TGIF1	CENPW	KIF20B	TK1	ESCO2	PHF19	BUB3	ATAD2	RNF26	KCNE5	SPDL1	CARD8	CKS1B	RFWD3	EMC9	DHFR	KIAA0586	CEP55	MNS1	HMGN2	NRAV	REEP4	BRCA1	KIF15	KIF22	ACTN1	HSD17B11	H2AZ1	KIFC1	NUP37	RNASEH2A	AC091057.1	SHCBP1	CCNY	CEP135	HMGB3	SFR1	S100A16	PCNA	CEP152	ESPL1	QSER1	C2orf69	NRM	BARD1	FAM111A	CIP2A	GIHCG	SCARA3	RACGAP1	CCNF	PARPBP	RHEB	FEM1C	VIM	ANP32E	H2AZ2	ORC6	UHRF1	KMT5A	PDLIM3	CDC42BPA	DDIAS	CKAP5	POLQ	CENPC	CKB	SCLT1	HMGN5	DSN1	WDR34	NCAPG2	NDC1	KIF18B	GUSB	TMEM106C	GMNN	NUDT1	CHTF18	ASH2L	BTG3	MAP2K2	POC1A	HAUS6	MTFR1	PIF1	ITGB3BP	PPIF	CDK5RAP2	HS2ST1	TMEM18	IFT22	LDHA	ZNF83	HMGB1	STON2	RAD21	CNTLN	GINS2	BRD8	BCAP29	PLEKHA5	RNFT2
ZHONG_PFC_C2_THY1_POS_OPC	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C2_THY1_POS_OPC	ITM2A	PLLP	NTNG1	LAMA4	MYT1	KLRC2	LINC00643	APOD	GRB14	PLAT	SULF2	THY1	COL9A1	CNTN1	FAM216A	PCSK1N	LRRK2	EDNRB	GPR155	ELMO1	S100B	CA10	WAC-AS1	BRINP1	SNTG1	SCG5	PMP2
ZHONG_PFC_C3_HOPX_POS_OPC	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C3_HOPX_POS_OPC	ETV1	TLK1	HOPX	DLL3	RARRES2	SEZ6	PANTR1	CST3
ZHONG_PFC_C4_PTGDS_POS_OPC	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C4_PTGDS_POS_OPC	PLP1	BCAS1	MBP	ENPP6	ARHGAP5-AS1	MAG	BMPER	GPD1	CLDN11	PTGDS	TF	SEMA4D	MYRF	SGK1	SYNGR2	CPM	MOG	RASGEF1B	TUBB4A	SILC1	NFASC	SIRT2	TNFRSF21	CDK18	EVI2A	TMTC4	FYN	APCDD1	MOB3B	FAM102A	ANGPTL2	KCNS3	FAM13C	STRN	RAB33A	TNS3	LINC02367	ZNF488	FRMD4B	UGT8	TM7SF3	CNP	GPR17	TMEM108	SLC44A1	PKP4	RALGPS2	LIMS2	GRIN2A	SERPINI1	EPHB1	ITPR2	SCARB1	TSC22D4	TECR	PPP1R16B	TNS2	PFN2	PTPRO	MTMR9LP	BPHL	LINC01170	APLP1	CENPJ	WASF1	SYNDIG1	CRB1	DHCR7	GOLIM4	HACL1	TCF7L2	ARHGAP5	RNF144A	FRMD4A	LRRTM1	FIBIN	RND2	MMUT	TMEFF2	CAMSAP2	AARS1	SLC25A5	EPB41L2	DYNLL1	SMOC1	RICTOR	UTP14C	NFE2L2	PACC1	MYO5A	LIN7C	CADM1	SNX22	ARV1	CADM2	ANKRD44	MIEF1	PCDH7	PRDX1	CORO1C	APPL2	TMEM179B	MPZL1	ZNF827	PLEKHB1	MVB12B	ADAM23	HID1	SGPL1	SERINC5	REEP3	PLEKHA1	ANK3	PHACTR3	RNF216	GNAI1	TMOD1	HMGCS1	BCL2L1	LRRN3	LSAMP	KANK1	PCDH11X	MSMO1	PLPPR2	SEL1L	SCARB2	TM9SF2	MTPAP	NOL4L	OSBPL9	NTM	PCDH11Y	ACLY	FXYD6	GRINA	ANP32B	TMEM59	KIAA0319L	MAP4K5	RGMB	GPS1	SH3YL1	SGTA	ERBB3	STAMBP	STAT2
ZHONG_PFC_C1_ASTROCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C1_ASTROCYTE	ANOS1	SELENBP1	PGM2	AGT	GPX3	EFNA1	TMEM126B	LRATD2	ADORA2B	EIF6	SLC25A18	SPTLC1	DDX24	MRPL19	MMAB	TBC1D10A	SCRG1	APOE	ETV1	RIT2	MASP1	SPARCL1	VEPH1	CD82	ZNF302	ADD3	DHCR7	HMGN3	S1PR1	SLC9A3R1
ZHONG_PFC_C2_ASCL1_POS_ASTROCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C2_ASCL1_POS_ASTROCYTE	ASCL1	PPP4R3B	NDUFA12	TRIB2	DDIT4	HPF1
ZHONG_PFC_C3_ASTROCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C3_ASTROCYTE	MIAT	FBN3	CSPG4P12	CPNE7	PCDH11X	LINC00342	CAVIN4	SSTR2	GOLGA8B	CHD5	PRKAR2B	KIAA0319	NCOR2	SRRM3	PODXL2	TMEM63C	SYCP2	MEG3	SLC4A7	AP1G2	SH3PXD2A	CHST2	CNTNAP1	ULK2	CELF6	PRKCB	SNAPC4	FGF9	C2CD4C	LIMS2	OSBP2	VSTM2B	ARFGEF3	ZNF316	PDE1C	SLCO3A1	COL18A1	DPYD	GNAL	CNTN4	SPHKAP	GCN1	ANKRD44	ACAP3	TCAF1	ABCC5	STXBP6	BIN1	SLC7A5P2	ADAP1	MAPK11	RIMBP2	FAM89B	ARPP21	SLC25A29	CLVS2	PDIA2	SYT13	SRCIN1	EPB41L1	CACNA1E	NEXMIF	PPFIA2	CARMIL3	SEMA3C	STX1A	SLIT1	PRDM2	RNF165	NEFM	SCG2	OBSCN	CDKL2	NFIX	PLXNA3	SCN3A	AC006504.5	SRRM4	C11orf95	DLX1	NGEF	DNM3	TPTE2P1	RNF112	AC011474.1	MYO16	CCBE1	ZFP90	TMEM151B	RGS11	SYBU	ZNF37A	THRB	KIAA0895L	CXADR	JAG2	CDC42BPB	GAB2	ZNF780B	SETX	UNC79	FBXO41	MGRN1	PCLO	FAM189B	VASH2	RPS6KC1	PTPRU	ZNF445	PDP1	CACNA1A	EXD3	AGAP2	CLDN5	CAMKV	STK11	RIMKLA	PSD	TMEM108-AS1	TRIM46	SVOP	HMGA1	KCNT2	RESF1	SLC38A1	PDCD7	ZNF324	MDN1	TMEM44	RFLNB	MEF2C	SLC4A3	TSPAN17	GRK3	PLXNA4	MMP17	EVL	MMD	NBEA	HRAS	FLRT2	ZEB2	SSX2IP	MICAL1	ZNF527	SIN3B	MYCN	CALY	KCTD12	CHST15	CNIH2	CACNB3	AFAP1	KCTD3	TUBGCP6	SYT1	GAS7	ZNF573	LMO7	NKAIN1	POU2F2	VSTM2L	PNPLA6	XKR4	PCDH19	KIAA1522	GNAZ	NRXN2	FADS3	LINC01873	EGFL7	CYP27C1	CDK5R1	MAP6	PDE7A	MIR124-1HG	NSG2	BMPR2	USP7	CEP164	IRF7	TOM1L2	GNB3	SPTBN2	PACS1	STXBP1	EEF1A2	ZNF320	IGHMBP2	PALMD	SHANK2	RABL6	ASIC1	CCDC120	RFPL1S	MEGF6	L1CAM	ANKRD36	SS18L1	MAP3K9	BRSK2	SEZ6L2	EDEM3	PDZD4	SLC1A6	CLCN7	RUNX1T1	CNOT6	DUSP4	SCN9A	SCN3B	TAF6L	VARS2	ARHGAP20	ADCY1	SYNGR3	KCNQ1OT1	CELSR2	ILRUN	RECQL5	B4GALNT4	ZNF721	ELAVL2	XPR1	SPTBN4	DENND6B	FAM131B	SEMA6C	BICDL1	GRP	ZNF611	GOLGA8A	STRBP	LETM1	DIP2C	MAPK8IP2	GAD2	BPTF	ZCCHC12	RPS6KA3	CACNB1	RBFOX3	PPP1R12C	SMPD3	TSPOAP1	NFATC2IP	AKT3	KDM4B	KCTD7	NCAM1	ZNF566	GPR161	FMR1	CAPN10	DOT1L	MCM7	USP32P1	ARSA	BRAP	MDGA1	UBALD2	LPL	RERE	STK11IP	LRRC7	MTURN	CAMK2N2	CIC	RBM33	NPY1R	STAG3	GRIK2	ANKRD13D	CELF5	CNTN1	TBC1D32	SMARCA2	RRAGC	ACD	ZDHHC8P1	SYT5	MCM3AP	PKD1	CUL9	PHACTR4	JPH4	MAST3	MEIS3	GEMIN5	RAB3A	PRPF18	TRIM41	CHGA	SNAP91	EVI5L	ELAVL3	SYP	CNKSR2	CBFA2T3	NPIPA5	ARHGAP39	CTTNBP2NL	GAP43	ME3	SLC45A1	BFAR	ACVR2B	GOLGA7B	HEATR5A	IBA57	VPS16	NEAT1	DYNC1I1	CACNA1B	DPYSL3	PHYHIP	CNTN3	BASP1	RSPH9	SYT4	AGO4	XPNPEP3	CCL5	POU6F1	AGO2	BAZ2A	ATCAY	PRKCSH	HPCAL4	CACNG8	ZNF362	AFDN	BAIAP2	FAM193B	PLPPR1	ATAD2B	MAFG	PPEF1	LPAR2	NOL4L	ZBTB8A	SHTN1	YWHAG	PRRT2	AUTS2	NPAS1	SEC31B	SEL1L	EFR3B	SLC26A4	PDXP	CTTN	KMT2A	LINC01578	ZNF101	PTCHD4	ST8SIA3	MKRN1	ENC1	RHOU	CASTOR3	SPIN1	GIT1	ANK3	FBRSL1	PFKP	TMEM131	PTPRS	IQCG	CELF2	MAMDC4	CPLX1	UBN2	MAST1	DNM1	SATB2	STOX2	CSK	DAAM1	TTC9B	IBTK	UBE2Q2P1	MCM4	EPCAM	GOLGA3	PGM2L1	SOX11	LINC00506	NLK
ZHONG_PFC_C1_MICROGLIA	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C1_MICROGLIA	SRSF7	RRP1	SRSF1	DEK	VCP	GTF2B	RBBP7	TRAPPC2L	TMEM107	NUCKS1	SRSF3	RHEB	DDX39A	TMEM106C	NASP	LSM2	GALE	TXNDC17	CHCHD2	GLUD1	CISH	TBCD	TMED9	VPS36	MCM6	SNRPB	TMEM14B	WDR47	KIF20B	RAN	PAICS	DUSP11	NSMCE4A	WDR61	PAXX	COQ2	IPO5	KLHDC1	MCM4	HSPA1B	PA2G4	TMEM170A	MGME1	IQGAP3	PNPT1	ARL4A	CRYBB1	SLC35F5	DHCR24	MCM7	QDPR	NDUFA6	ANAPC5	HMGB1	SPNS3	NUTF2	ILF2	PSME2	NEDD1	FAM111A	PIGA	OFD1	AP2S1	MTIF3	TPRKB	POP4	PLK4	PPP2R3C	AK2	RAD21	NFATC2IP	GAMT	SEC13	C1orf122	TUBGCP3	EBNA1BP2	SAP30	IKBKG	TUBA1B	NUDT21	WDR54	CYCS	CBWD3	BHLHE40	STIL	UCHL3	GGCT	GART	SS18L2	NME4	RCC1	TIMM10	RMDN1	MPC1	GLRX2	DNAJA4	ABHD13	TMEM256	DDX46	PDCD5	AC138649.1	DR1	H2AX	PHF12	RFC2	CCDC18	RPA3	CCNA2	DCAF12	RANBP1	LENG1	BARD1	CD58	CREBL2	ORMDL2	CYTOR	IDH2	PCID2	RPF2	CDC123	PPP1R15A	RFC4	MRPL37	HMGN2	CREB5	PCSK7	MGAT2	ERI3	MCM3	NRM	TECR	DVL2	GLT8D1	DEPDC1	SLC37A4	CCR1	RNF168	SKA3	GINS2	PHF19	CACYBP	ZNF595	ASAP1	FUNDC1	BUB3	CEP43	IL10RB	UHRF1	GINS1	COA8	MRPL20-AS1	TACC3	TROAP	UBE2T	BRCA2	TRIP6	MRPL42	ABCE1	DUT	PYM1	FAR2	KIF22	CKAP2	ID1	WDFY1	DHFR	ASPM	MICU1	SGO2	CENPH	GTF2F1	CCDC34	TEX30	DTYMK	PIK3R4	SPAG5	HJURP	PLK1	H2AZ1	HIRIP3	MRPS12	TAF4	POLE3	ZDHHC12	KIF11	ICAM3	C4orf46	RABL3	ALG3	H4C3	CENPF	MRPS22	NCAPD2	XRCC3	MCAT	DSN1	TMPO	CENPS	GMNN	SVIP	TBC1D10B	CDCA8	CKAP2L	CTPS1	WDHD1	ASF1B	PCLAF	CKS2	RNASEH2A	CKS1B	XRCC4	ATAD2	FEN1	NUF2	PBK	TRAF3IP2	ESCO2	SHCBP1	PRC1	HMGB2	ORC6	TPX2	SPC25	BIRC5	ITGB3BP	SGO1	CCNF	AURKA	CCNB1	KPNA2	KIF23	PIMREG	CDCA4	FAM83D	KIF2C	BUB1	PCNA	CDCA5	ANLN	HELLS	TCF19	CCNB2	TOP2A	HMMR	AURKB	NDC80	ZWINT	CDKN3	RRM2	UBE2C	KIF4A	NUSAP1	GTSE1	CDK1	DIAPH3	CDCA3	TK1
ZHONG_PFC_C3_MICROGLIA	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHONG_PFC_C3_MICROGLIA	SDK2	GPC1	MARCKSL1	FAM229B	SDK1	EPM2AIP1	CELF2-AS2	DBNDD1	FOXP1	TLE5	STK25	C12orf73	RIT2	SULT4A1	WWC1	MDGA1	HMGCR	NRXN1	SAMD4B	JPH3	C1orf216	C11orf95	PIK3R2	RAB3A	ZBTB18	NCOA1	BAALC	FABP3	KIF21B	BOK	NPDC1	SHC2	SPTAN1	NEO1	TNKS2	OPCML	AK1	MAPRE3	FABP7	PTPRK	FAM110B	CTXN1	C12orf57	NBEA	PPP5C	ZSCAN29	KRT31	DCLK2	MAP6	NAV1	MVD	MOAP1	ATP6V0E2	AMER2	SUZ12P1	DAAM1	NGRN	CHRNA4	ATXN2	PCBP4	SDC3	AKT2	LSM14B	IMPDH1	LRRN3	GCSH	PFN2	ARL4C	STARD10	NTRK2	ANK2	PENK	MAP1A	TSC2	DLX2	TUBA1A	WASF1	CYP27C1	PHACTR3	GDA	ENHO	CAMKV	PKD1	LRRC4C	IVNS1ABP	GPR12	MT3	LMO4	DTX1	BHLHE22	RAB9B	MYT1L	CADM1	GUCY1A1	WDR59	RBM4B	ARL8A	OPA1	DLG3	ATCAY	CLVS2	PTPN5	TCF4	NCAM1	NETO2	PTPRO	DPYSL2	ZNF324	LPAR2	RNF40	ADCY1	BEX1	CDH10	NSG2	FADS3	MAP4	KCNA6	SGSM2	FCHO1	TUBB2B	FBXW7	TARS3	RAMP3	AMPH	SYP	CELSR2	B4GAT1	EPHA5	KIF1B	GNAL	NUDCD3	DPYSL4	MATK	SLIT1	CDC42EP3	GNG4	PDIA2	RAP1GDS1	PRKAR1B	FXR2	MAST1	KNDC1	ACAP3	TMEM151B	DMWD	CYRIA	CELF5	NCAN	NDRG4	CHGB	PRKAR2B	TRIM2	RAB15	KRT19	GNAZ	ATP1B2	SYNGAP1	DNM3	ANK3	CSRP2	PTP4A3	ENO2	SCD5	WDR47	SOBP	PI4KAP2	LSAMP	PAFAH1B2	SEMA3C	ADAM22	SEPTIN3	REEP2	ELAVL3	KDM4B	APBB1	NCDN	DDX51	CES2	RSPRY1	GNAO1	LRRC49	PCDH11X	ANKRD16	SEZ6L2	DAB2IP	MAPT	SNAP91	SV2A	PRRT2	SH3PXD2A	KIAA1549L	SRM	PRXL2B	FGF13	TSPOAP1	USP32P2	LIMS2	USP46	PPP2R2D	NLK	ARHGAP33	TAB1	BCYRN1	RUNX1T1	TPPP	SMARCA2	CCDC184	KIFAP3	ATXN7L3B	INA	GAD1	ARPP21	UBXN7	PNMA2	TCEA2	C2orf69	ZC2HC1A	DCX	ACOT7	TDRP	DNM1	SRRM4	GOLGA8A	NCS1	RNF220	FAT3	C8orf33	RIC3	UBE2QL1	NT5C3B	PJA1	NLN	TXNL4A	NEFM	POLR3A	MAP1B	PREPL	KIF3A	SYT4	CARM1	CACNA1E	PHPT1	PPHLN1	ZNF614	MIR124-1HG	FKBP1B	TRIM44	LINC00342	B4GALNT4	CAP2	CACNA1C	CRMP1	GAREM2	KIAA0319	CDC42EP4	GLRA2	AGAP3	SASH1	MGLL	CELF3	PRKCB	KIF1A	NFASC	SHISA7	KDM5B	NRXN2	STMN3	PCSK1N	SATB2	TMEM121B	RRAS2	LIMCH1	SNX32	BMERB1	RGS11	CARMIL3	RFPL1S	FBXL16	SRCIN1	SNCB	KIF3C	NIPSNAP3A	CACNB3	CPLX1	GNG8	AMPD2	TUBB3	MOK	PPP1R14C	VSTM2B	MPPED1	EXD3	TUBB2A	CXXC4	ACTN2	MFSD10	CACNA1B	ANKRD13B	THRA	LY6H	VSTM2L	STMN2	TENM2	AGTPBP1	NAP1L3	SEPTIN4	SYBU	PNMA3	SSBP3	GRIN1	RNU6-2	RFNG	FBXO3	ASPSCR1	TUBB4A	NECAB1	UCHL1	CRIP2	C3orf14	ADGRB2	CSDC2	SCN2A	PPFIBP1	ABCA2	BAIAP2	RNF112	LRP12	VAV2	LINC00667	PPFIA2	AP3B2	GRIA3	AC055839.2	FXYD7	ACTR3B	NELL2	ALCAM	AGPAT4	SCG5	STX1A	LINC01102	TANC2	GPRIN1	AKAP7	STXBP1	HIP1R	SERPINI1	KCNH7-AS1	CACNA1A	AGPAT5	GPSM1	TMEFF2	NDRG1	LGI4	CRACD	DPYSL3	STUM	CAMK2N1	THY1	TCEAL5	SERP2	PPP3CB	SLC39A3	PCLO	HAGHL	FAM189A1	CCBE1	DCLK1	NKAIN2	EBF4	PTPN13	SYT5	MYO16	MAST4	LRP6	CAMK2B	RBM24	CEP126	OPTN	C11orf87	RNF157	JPH4	STMN4	SHANK2	NFIX	CSMD2	MORN4	SPTBN1	CTIF	EEF1A2	RNF165	SLN	SYT3	CELF4	RALGPS1	DPF1	FLRT2	GUCY1A2	SYNGR3	LRRC7	ACKR1	IGSF21	FMN2	TRIM67	MPP6	FAM184A	PLXNA1	CPNE6	NEFL	CSMD3	TENM4	KCNA3	PGM2L1	MAPK10	EPHA10	EFNA2	PHF24	KCNB1	DOK5	THRB	ABLIM1	JAG2	POU3F1	GRP	CSMD1	MAPK8IP1	ZNF197	PLXNA4	RIPOR2	GAP43	PRKAA2	TTC9B	COMTD1	TMEM132A	DGKE	ADD2	TNRC6C	HSF2	HMOX2	NSG1	HPCAL4	CYFIP2	MEG3	ZFR2	CBLN2	RIMBP2	FAM81A	RAP1GAP2	TCEAL2	FGF12	DMTN	CACNG8	NPY	DYNC1I1	RELA	NUP93	IRS2	BCL11A	FUBP1	PIP4K2A	FUT9	BEX2	EIF4EBP2	ARID3B	KPNB1	TACC2	AKT3	CLIC4	CSRNP3	SOX4	TCP1	CNR1	APC2	NEUROD6	GTF2IRD1	MBTPS1	NFIA	FZD3	CDH2	PXK	MYH10	CERK	KLF12	CENPV	MLLT3	FYN	NFIB	CACFD1
AIZARANI_LIVER_C1_NK_NKT_CELLS_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C1_NK_NKT_CELLS_1	CCL5	NKG7	TRGC1	KLRD1	RUNX3	GNLY	GZMK	GZMH	CST7	TRBC2	PTPRC	KLRK1	AKNA	ITGAL	GZMA	CD2	PTPRCAP	DUSP2	TRAC	CD3E	TRBC1	IKZF3	EOMES	CTSW	PRF1	GZMB	CD8A	RAC2	SLAMF6	HCST	PIP4K2A	SLFN5	ETS1	WIPF1	CORO1A	ITGB2	RGS1	BTN3A1	CD7	CMC1	SYTL3	FYN	FYB1	RPS27	PYHIN1	IKZF1	CD3D	PLAAT4	CXCR4	LCK	CXCR6	ZFP36L2	PIK3R1	GIMAP7	CD8B	CD53	SLC38A1	LCP1	CD48	BTG1	IKZF2	IL2RB	CD3G	IL2RG	CD247	HLA-A	PPP2R5C	BCL11B	HLA-C	ARHGDIB	FCRL6	HLA-F	APOBEC3C	PRKCB	CLEC2D	IL32	SH2D2A	PRKCH	PIK3IP1	CNOT6L	BIN2	RESF1	DENND2D	FCMR	STK17A	HLA-B	ALOX5AP	ATM	EVL	PARP8	LNPEP	EMB	ARL4C	IFITM1	RPS3	ARHGAP30	B2M	CBLB	SLAMF7	CELF2	PRKACB	MIAT	SEMA4D	TBC1D10C	CD44	CYFIP2	PRDM1	ARHGAP25	KLRF1	TXNIP	TMC8	SH3BGRL3	CYTIP	TMSB4X	STK4	ADGRG1	RPS29	SH2D1A	RPL30	GZMM	ADGRE5	PDE7A	NLRC5	PTP4A2	ISG20	PVRIG	MAPK1	ARHGAP9	RASAL3	RBM38	RPL23A	ARHGAP45	CCR5	STK10	FLNA	MLLT6	KLRG1	TNFRSF1B	PCED1B-AS1	SH3KBP1	RPL27A	APOBEC3G	RASSF5	TIGIT	CD96	TBX21	LYST	IPCEF1	GCSAM	PPP1R18	RPSA	MBP	HOPX	SLA	PTPN22	PRKCQ	SASH3
AIZARANI_LIVER_C2_KUPFFER_CELLS_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C2_KUPFFER_CELLS_1	HLA-DRA	HLA-DPA1	HLA-DPB1	HLA-DRB1	HLA-DQB1	CST3	HLA-DQA1	CD163	HLA-DRB5	FGL2	GPX1	KCTD12	FCGR2A	C1orf162	GPR183	RNASE6	C1QB	CD1C	CSF1R	TYROBP	MAFB	AIF1	C1QA	HLA-DMB	VSIG4	CPVL	FCER1A	IL1B	HLA-DMA	RGS2	RAB31	MS4A7	FCER1G	C5AR1	CD83	TLR2	TGFBI	RGS1	MPEG1	CLEC7A	PPT1	RNASET2	OGFRL1	AREG	GRN	SAMHD1	SGK1	IL1R2	MS4A6A	CCDC88A	HCLS1	LYZ	CTSS	LST1	C1QC	CD86	NPC2	PSAP	IL13RA1	ADA2	PTPRE	MARCHF1	ITGAX	KLF4	CYBB	C3AR1	CLEC10A	ANXA1	SAT1	VIM	CALHM6	MSR1	TMSB10	RGS10	NLRP3	PLXDC2	HLA-DOA	CPM	LGALS9	LAPTM5	BASP1	MACROH2A1	COTL1	THEMIS2	AXL	RBPJ	SYK	LYN	FGR	S100A11	IL18	ALOX5	MFSD1	POU2F2	HCK	CTSH	SMAP2	SRGN	ATP6V1B2	ATP1B3	CIITA	HSPA6	EVI2B	FTH1	LIPA	SRGAP2B	FCGR3A	ARPC1B	CXCL16	LIMS1	GAPT	CTSB	IGSF6	IER3	JAML	ARRB2	RGCC	ITGB2	NCOA4	CXCL8	P2RY13	IER5	LPCAT2	FCGBP	PLEK	MAP3K8	PLAUR	TBXAS1	FCGR2B	EMILIN2	AHR	TNFSF13B	WDFY4	NAP1L1	PLEKHO1	MS4A4A	RNF144B	ARPC3	RPS24	PHACTR1	HERPUD1	TPP1	LILRB3	LGALS1	PKM	MNDA	AP1S2	IFNGR1	CD37	ADAM28	PSTPIP2	SH2B3	GNAQ	STK17B	GPR34	VSIR	LRRC25	CD84	LY86	RTN1	RPL36A	RNF130	TMSB4X	SLC15A3	CCR1	CLEC4E	MIS18BP1	SRGAP1	LILRB4	PARVG	FPR3	BCAT1	PABPC1	PLD4	NR4A3	RILPL2	REL	CELF2	UCP2	LILRB2	PABPC4	SLCO2B1	FABP5	NCF2	IRF8	ROCK1	RPS11	F13A1	DPYSL2	PTEN	TNFRSF1B	MRC1	KLHL6	CCL3L3	PTAFR	FGD2	CYRIB	FPR1	FTL	JARID2
AIZARANI_LIVER_C3_NK_NKT_CELLS_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C3_NK_NKT_CELLS_2	IL7R	KLRB1	LTB	CD69	SPOCK2	TNFAIP3	CXCR4	TRAC	TRBC2	TXNIP	ZFP36L2	PRDM1	GPR171	BCL11B	CD52	BTG1	SLC4A10	BCL2	CXCR6	CD48	ARL4C	CD3E	CD8A	CD2	PIK3IP1	PARP8	RPS27	S100A4	CD3D	ETS1	ERN1	RPS3	CD40LG	TSC22D3	SATB1	CD6	EMB	MYBL1	IL2RG	IKZF3	DUSP2	CELF2	IL32	IL18RAP	PTGER4	CD53	PBXIP1	PTPRCAP	KLRG1	IKZF1	RPS29	LCP1	ITK	RPS19	TRBC1	TC2N	RPL30	RESF1	SCML4	ANXA1	RPSA	RPS14	RPS26	CD96	RPLP1	TRGC1	TRAT1	RPL13	RHOH	CD3G	CYTIP	RPS27A	RAC2	STK17B	RPS12	WIPF1	RPL10	TCF7	CRYBG1	RPL23A	TAGAP	FYB1	CD44	RPS2	RPL28	RUNX2	RPLP2	SLC38A1	PTPRC	SLA	CORO1A	ARHGDIB	RPS15A	ADGRE5	PTGER2	RPL27	RPS10	SYNE2	SEMA4D	GZMK	RUNX3	RPS3A	RPL41	PRF1	LAPTM5	RPL17	RPL39	B2M	ZC3HAV1	PAG1	RPL21	SESN1	MDFIC	TMSB4X	HLA-F	RPL27A	RPL34	RASGRP1	THEMIS	RPL35A	PIP4K2A	RPS18	SLFN5	RPS25	RPL10A	RPL18A	RPS20	CLEC2D	RPS6KA3	GBP5	AKNA	RPL19	GATA3	RORA	SLAMF6	DGKA	TNFAIP8	HLA-B	GIMAP7	LCK	RPS17	JUNB	SARAF	P2RX5	RPL37	TOMM7	CAMK4	ZNF90	FNBP1	FYN	JAML	RPL18	RPL13A	PCED1B-AS1	RPL32	CNOT6L	STK4	GZMA	SIRPG	PDCD4	INPP4B	LTK
AIZARANI_LIVER_C4_EPCAM_POS_BILE_DUCT_CELLS_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C4_EPCAM_POS_BILE_DUCT_CELLS_1	ANXA4	FGFR2	KRT7	TM4SF4	DEFB1	CD24	AQP1	SFRP5	CITED4	MUC6	CHST4	SLC12A2	CCN1	BICC1	CLDN1	KRT18	SLC17A4	TACSTD2	ATP1B1	ATP1A1	AGT	SERPINA5	TNFRSF12A	PKHD1	ALKAL2	ANPEP	SOX9	FXYD2	LGALS4	AMOTL2	CLDN10	DSP	SH3YL1	EPCAM	SPINT2	AKR1C2	SOX4	EGR1	ABCC3	DCDC2	RAB3IP	CYP3A5	CXCL6	FGFR3	TP53INP1	ITIH2	CDH1	S100A14	ALDH3A2	CAMK2N1	PMEPA1	VCAN	TM7SF3	EMP2	KCNJ16	KRT8	SLC5A1	SPP1	SORBS2	TMEM97	SLC37A4	CLDN7	NFIC	GC	MYRF	KIAA1522	CXADR	ERBB3	HES1	PTPRF	SDC1	FAM171A1	NFIB	MYO10	LAMP2	ELF3	TESC	ERRFI1	HSD17B2	SERPINA4	OCLN	CLU	ALCAM	PAWR	SPATS2L	ARRDC2	C3	ATF3	COL27A1	CDC42EP1	PERP	ANXA13	FAIM	CAV2	SLPI	IRF2BP2	CTSH	GLIS3	ZBTB20	CA2	ITGB8	CRYAB	MAOA	CD59	PTPRK	SERPINA6	WWTR1	HABP2	MYLK	CTDSPL	MAGI1	TOB2	DSTN	HOMER2	CKB	CPD	KIF12	ENPP2	ANXA5	GTF2I	AFDN	GLUL	CCDC198	SLC4A4	BEX3	BAMBI	CPM	PROX1	CALM2	GDF15	NEDD4L	CYP3A7-CYP3A51P	RAP1GAP	TRNP1	LAD1	CLDN3	MPP6	KLF10	PRRG4	PLXNB1	GOLM1	ERICH5	PHGDH	RBPMS	SCARB2	NR2F2	LAMC1	SDC4	APOB	CPB2	TST	SYNJ2	HSP90AB1	SHROOM3	CLMN	PAH	ITGB5	HSD17B11	CLDN4	SPINT1	PWWP3B	CCN2	CHST9	RHOB	CRYZ	SNRPN	HNMT	TMPRSS2	C1orf198	SOX6	AKR1C1	CLIC6	VEGFA	MARVELD3	VTN	DHCR24	SOD3	PROSER2	AMBP	MGLL	CDKN1C	WEE1	BACE2	FMO5	TMEM245	SHANK2	KANK2	COBL	PLPP2	PAQR5	CDH2
AIZARANI_LIVER_C5_NK_NKT_CELLS_3	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C5_NK_NKT_CELLS_3	CCL4	CCL4L2	IL2RB	NKG7	KLRD1	CCL3L3	CMC1	CD7	XCL1	KLRF1	KLRK1	RUNX3	PRF1	DUSP2	GNLY	EOMES	GZMA	CD247	CD69	CTSW	XCL2	KLRB1	CD160	IFITM1	LCP1	TXK	ETS1	RAC2	CCL5	CST7	ITGAL	AREG	IKZF3	KLRC1	IFNG	SPON2	PIP4K2A	NR4A2	GFOD1	PTPRC	PYHIN1	GZMB	FYN	PTPRCAP	GZMK	MAPK1	TYROBP	SRGN	TAGAP	BTG1	NCR1	STK17A	FCER1G	ITGB2	PIK3R1	IPCEF1	WIPF1	AKNA	SLA	IL2RG	SH2D1B	SH2D1A	SYTL3	MCTP2	ARHGAP9	CYTIP	IKZF1	SLAMF6	PRKCH	PIK3IP1	CORO1A	CXCR6	ALOX5AP	HCST	PRDM1	SLC38A1	TIGIT	CD2	SLFN5	BIN2	PRKACB	CD53	RASSF5	PLAAT4	TRGC1	RASA2	GNPTAB	ZFP36L2	TRBC2	PTGER4	TRDC	CCND2	PLEK	PVRIG	PTPN4	ARHGDIB	AOAH	GNG2	FCMR	HLA-F	TSC22D3	PDE7A	ADGRE5	SASH3	CNOT6L	PARP8	CD3E	RNF125	MYBL1	DENND2D	SLAMF7	CELF2	S1PR5	NCAM1	PITPNC1	CXCR4	PTPN22	SYK	FYB1	PFN1	CD96	ARPC5L	RPS27	BTN3A1	CBLB	TOX
AIZARANI_LIVER_C6_KUPFFER_CELLS_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C6_KUPFFER_CELLS_2	C1QB	C1QA	MS4A7	C1QC	HMOX1	CD163	SLC40A1	MAFB	MARCO	TYROBP	FTL	AIF1	FCGR3A	CYBB	CTSB	ADAP2	CSF1R	RNASE1	HLA-DRB1	CTSS	FOLR2	CCL4L2	VSIG4	C5AR1	FCER1G	C1orf162	PSAP	FGL2	RNASET2	MS4A4A	LGALS9	GRN	MPEG1	CD5L	CPM	CST3	TLR2	KCTD12	HLA-DRA	LILRB2	DAB2	SAT1	HCLS1	LIPA	GPX1	CCL3L3	MS4A6A	IGSF6	LST1	HLA-DPA1	AXL	POU2F2	FCGRT	RAB31	RGL1	SLCO2B1	GPR34	CTSD	LILRB5	LRRC25	VCAM1	TGFBI	CFD	P2RY13	SDC3	F13A1	TTYH3	LGMN	HCK	NPC2	HLA-DPB1	MRC1	SAMHD1	MARCKS	CCDC88A	MSR1	CCR1	S100A11	CD84	CLEC7A	PDK4	FCGBP	ATP6V1B2	FCN1	GLUL	PLTP	PTAFR	HLA-DQA1	FCGR2A	LAPTM5	GPNMB	ARRB2	EPB41L2	SPI1	CPVL	MERTK	TBXAS1	MACROH2A1	LYN	CD4	SLC1A3	CREG1	FRMD4A	NCKAP1L	LILRB1	ASAH1	LILRB3	TNFAIP2	C3AR1	CALHM6	UCP2	CTSC	BASP1	ZEB2	COTL1	CEBPB	TPP1	RBPJ	MFSD1	SLC11A1	FGD2	HLA-DMB	ARPC1B	SCIMP	SECTM1	SLC7A7	NAGK	BCAT1	CXCL12	PPT1	IER3	TNFRSF1B	FMNL2	EPB41L3	MARCHF1	PELATON	SNX10	FYB1	FGR	RASSF4	HLA-DMA	LYVE1	FTH1	CFP	PLD3	RNF144B	HK3	GNAI2	WASF2	IFIT3	VAMP8	ADA2	CLN8	WSB1	CD86	IFI44L	RAP2B	RNASE6	IRAK3	ITGAX	LILRB4	EVI2B	AP2A2	TKT	UNC93B1	CXCL16	ITGB2	RGS2	PILRA	ALOX5	OGFRL1	SDCBP	MPP1	TNFSF13B	THEMIS2	CD14	SCARNA9	FILIP1L	IL1B	ITSN1	LIMS1	TMSB10	OAS1	RHOG	MGAT1	LAIR1	SKAP2	ACTB	IFI6	ZFHX3	GRINA	SRGAP2B	BLVRB	SLA	IL18	ATP6AP1	SGK1	RGS1	COLGALT1	CNPY3	CYFIP1	MTSS1	PYCARD	KLF4	CYBA	LYZ	CD83	AP1B1	FRMD4B	RBM47	GRK2	PLEK	PLXDC2	GRB2	SCAMP2	ATP2B1-AS1	SRGAP1	PTEN	VSIR	IFNGR2	CCL4	TCIRG1	STX7	SLC15A3	MAF	CNTRL	SLC31A2	TYMP
AIZARANI_LIVER_C7_EPCAM_POS_BILE_DUCT_CELLS_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C7_EPCAM_POS_BILE_DUCT_CELLS_2	MUC6	KRT7	ANXA4	TM4SF4	SFRP5	TACSTD2	CD24	AQP1	KRT18	DEFB1	TNFRSF12A	CXCL6	SLC12A2	CCN1	KRT8	ELF3	CLDN1	SOX4	PMEPA1	CITED4	AMOTL2	BICC1	PKHD1	CHST4	CLDN4	FGFR2	SPP1	GDF15	EPCAM	SOX9	DCDC2	KRT19	MMP7	DSP	ATP1A1	SLC17A4	CXCL8	ALKAL2	MYRF	SORBS2	RAB3IP	CDH1	CRYAB	SLC5A1	ABCC3	ATP1B1	CCN2	SPINT2	PAWR	PTPRF	FXYD2	CLDN7	TESC	CDC42EP1	CLDN10	CLDN3	CCND1	PERP	CCDC198	ITGB8	SH3YL1	FGFR3	CLIC6	LAD1	OCLN	BIRC3	CD59	TM4SF1	TPM1	COBL	TRNP1	KIAA1522	S100A14	KIF12	ANXA2	AGT	WWTR1	SPATS2L	EGR1	NFIC	BMP2	ATF3	CPM	KLF5	AKR1C2	ALCAM	KCNJ16	ANXA13	SERPINA5	AFDN	NFIB	LGALS4	EPHA2	CALM2	COL27A1	SLPI	CFTR	CKB	ANXA5	ZBTB20	ENAH	CTDSPL	S100A6	BACE2	SDC4	GLIS3	CAMK2N1	ARRDC2	GOLM1	RBPMS	LAMC1	CXADR	SCD5	CAV2	TPPP3	THSD4	SPINT1	TTN	ANPEP	FAIM	MYADM	NEDD4L	ANXA3	TM7SF3	EMP2	DSTN	ITGB1	ERBB3	PTPRK	MAFF	SLC37A4	FZD1	PLXNB1	NUAK2	LAMA5	TMPRSS2	CD151	NR2F2	LIF	CYP3A5	C1orf198	RASSF4	FSTL3	ACTG1	SDC1	ALDH3A2	MYO1C	MAGI1	SLC12A7	FAM171A1	ACTN4	ANKRD1	ITGB5	VCAN	SPTBN1	SNRPN	SHANK2	SLC4A4	CTNND2	HOMER2	BEX3	ONECUT2	TP53INP1	SHROOM3	LAMP2	C6orf132	TOB1	GSTP1	WWC1	PROM1	PWWP3B	GTF2I	CDKN1C	PPDPF	SNHG14	SYNJ2	KIFC3	DDR1	GABRP	FOXA2	RHBDF1	VEGFA	LLGL2	CREB5	SOD3	LGALS3BP	RAP1GAP	PLXNB2	PBX1	MYO10	CTBP2	WNK2	NECTIN2	SLC6A19	TNKS1BP1	TOB2	TEAD1	DSG2	WEE1	SCGN	CRIM1	BCL2L1	PARD6B	C12orf75	VEPH1	TPM4	LAMC2	CLMN	ZFHX4	ABLIM1	PLEKHB1	PTPRD	FAM110C	NIBAN2	CHST9	ERICH5	EPB41L1	LRP10	WFDC2
AIZARANI_LIVER_C8_RESIDENT_B_CELLS_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C8_RESIDENT_B_CELLS_1	JCHAIN	MZB1	DERL3	BLOC1S5-TXNDC5	SSR4	ITM2C	XBP1	HERPUD1	FKBP11	FCRL5	SEC11C	POU2AF1	RAB30	HSP90B1	CD79A	CD27	MEI1	PRDX4	SPAG4	CREB3L2	TENT5C	SLAMF7	SEL1L3	FKBP2	MYDGF	LY9	H1-10	ERLEC1	SPCS2	ISG20	NUCB2	SPCS3	SDC1	TMEM258	PTK2B
AIZARANI_LIVER_C9_LSECS_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C9_LSECS_1	ADM	CTSL	AKAP12	OIT3	CLEC4M	FCN3	FLT1	DNASE1L3	STAB1	SOCS3	TIMP1	FCN2	FGFR1	CLEC4G	LYVE1	ADAMTS4	STAB2	NID1	C11orf96	CAVIN2	TCF4	CD14	NR2F1	ITPRIP	PDE2A	TIMP3	COL4A2	IL1RL1	PTPRB	LIFR	CCL15-CCL14	SHANK3	PPFIBP1	PXDN	UGCG	SPARC	STC1	COL4A1	CRHBP	MRO	SASH1	BTNL9	MCAM	ADGRF5	MRC1	NOTCH4	RELN	CLEC1B	MARCKSL1	CD4	IFITM10	USP13	ADGRL4	KDR	LDB2	RPGR	TINAGL1	ARHGAP29	F8	PDLIM1	DLC1	SEMA6A	RRBP1	MEG3	RAPGEF5	IL1R1	TFPI	MS4A6A	FAM107A	APOLD1	ENG	NR2F2	ZNF462	C1QTNF1	SPRY4	SEC14L1	HYAL2	IGFBP7	CDH5	MARCKS	TIE1	INSR	S100A16	PLTP	SLC2A3	SMAD6	TGFBR3	FLT4	NRP1	JMJD1C	PRCP	PIEZO2	CAVIN1	TOP1	CXCL16	APP	LIMCH1	CEP170	EPAS1	PLPP3	YES1	IL33	IFI27	NRP2	RASIP1	TACC1	HIF1A	NOSTRIN	MAP1B	SLC7A8	DUSP5	CUL4B	EFNB2	EGFL7	PREX2	ERG	ACTN1	HIC1	FZD4	SLC27A3	HERC1	UACA	CD36	TP53I11	ARHGEF7	DAAM1	FSCN1	CALU	MYO10	DUSP6	CEMIP2	PLEKHG1	GATA4	ANGPT2	BHLHE40	LGMN	SOX7	CAPZA2	EDN1	NUAK1	TGM2	WWTR1	HES1	FILIP1	ANKS1A	GNG11	TAL1	DENND4C	ADAMTS9	GALNT1	CD93	VASH1	GBP4	SERPINH1	FOSL2	UPP1	ACKR3	PTPN1	ROBO4	ITGA5	EMP1	ZNF160	FAM43A	EHD3	HIPK2	TSPAN7	MMRN1	IL4R	YBX3	MYCT1	TCIM	KCTD20	TIMP2	PRSS23	MEF2C	MAP7D3	PXN	CCL14	TMEM44	PHACTR2	HPCAL1	NPR1	SMTN	CDH13	IL6ST	F2R	MID1	ASAP1	FXYD6	ZNF451	FGF23	CDC42BPB	ECM1	IFI44L	ME2	TOX2	NCOA7	PPP1R15A	LIMA1	FKBP1A	PHC2	SLC25A37	NR5A2	GALNT15	NISCH	ESAM	MAF	JUND	WDR60	RBMS1	TPM4	S1PR1	WARS1	SRPX	TFPI2	PCGF2	RASAL2	EXOC3L2	MYH10	PLXNA2	MCF2L	ECE1	ARHGAP26	PRKAR1A	RHOJ	MYO6	COL6A2	FLNB	MACF1	SPRY1	TUBB6	SGK1	DOCK9	PCDH17	KLF7	FHL1	NOVA2	CNN3	BST2	HSP90B1	BSDC1	ANGPTL4	BAIAP2	GRB10	PDGFB	NTN4	FCGRT	TMOD3	CTSD	ST6GALNAC3	NOS3	PARP14	TNFRSF10B	GARRE1	CDC37	SNRK	SREK1	C5AR2	WSB1	FRMD8	ZEB1	CCDC50	TRIOBP	DDX21	RDX	NASP	PELI1	ARGLU1	LUZP1	AFF4	PEA15	BNIP3L	ABCG1	TCF7L2	MAP3K6	OSMR	TCF7L1	EPOR	SOGA1	NPDC1	PRICKLE2	AHCTF1	CNTNAP3B	AFF1	PRKD3	FCHSD2	EPB41L2	SDCBP	GOLGB1	TANC1	CHD7	ADGRL2	KDM6B	SNX5	ITGA9	ANKRD11	TM4SF1	CLEC14A	CRIM1	MYADM	PHF10	EIF4G3	PLK2	TSPAN18
AIZARANI_LIVER_C10_MVECS_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C10_MVECS_1	MGP	SPARCL1	EMP1	VWF	IGFBP7	EPAS1	TIMP3	APOLD1	ID1	CLEC14A	FAM107A	CAV1	EDNRB	KLF2	PECAM1	SPARC	EMCN	PRSS23	CAVIN2	PTPRB	SPRY1	MMRN2	PLVAP	KLF4	AQP1	GSN	CD9	CD34	TM4SF1	HEG1	SLCO2A1	SOX18	LDB2	ID3	F8	CALCRL	SLC9A3R2	RNASE1	VIM	A2M	ENG	LIFR	HYAL2	RGCC	CRIP2	IFI27	PALMD	IL33	THBD	LMNA	ADGRF5	TCF4	SEC14L1	GNG11	CAVIN1	BTNL9	DLC1	FLT1	ESAM	TMEM204	TIE1	CLEC3B	CD59	EDN1	DOCK9	LRRC32	GRB10	EFNB1	HES1	TSPAN18	RAMP2	TGM2	NFIB	PLPP1	S1PR1	FXYD6	TACC1	MYCT1	NR2F2	SOCS3	PLPP3	LMO2	EFNB2	ADAMTS1	NDRG1	CDH5	LIMS2	CYYR1	BMPR2	NOSTRIN	ITPRIP	CCN2	FKBP1A	NES	KLF7	NPDC1	APP	RUNX1T1	SHANK3	KDR	CXCL12	PLAT	FILIP1	TM4SF18	TSC22D1	FOXC1	GARRE1	ITGA5	PIK3R3	PDLIM1	SPTBN1	C7	EPHB4	GALNT15	TNS2	RBP7	LIMCH1	SHE	ARHGAP23	CD93	PTGDS	SASH1	COL4A1	SYNPO	NUAK1	PDE2A	TSPAN7	FLNB	ELK3	CD320	SMAD6	FBLN2	JAM2	CRIM1	TGFBR3	PRCP	CPE	IL6ST	MEIS2	CLDN5	ASAP1	CDC42EP3	MMRN1	FOSB	SGK1	ERG	NOTCH4	PTPRG	CSRNP1	IFITM3	ADGRL4	ADAM15	SRPX	ARL15	TUBA1A	INSR	PCDH17	ATP13A3	GAS6	RAMP3	TIMP2	CAV2	ALPL	HDAC7	FZD4	YBX3	MYADM	CHRM3	MCC	TMCC3	CNTNAP3B	ARAP3	DNASE1L3	HLA-E	AIF1L	HECW2	NEDD9	TPM4	SH2D3C	PTPRM	TINAGL1	TAGLN2	ITGA6	ROBO4	GIMAP8	ITM2A	DUSP6	TEK	STOM	PEA15	GASK1B	F2R	MIDN	LAMB2	WARS1	CLIC4	RIPOR1	WWTR1	CASKIN2	ECE1	ACP5	PGM5	MAST4	SHROOM4	BCAM	NRN1	RBMS3	SOX17	ANXA2	TMTC1	GJA1	EXOC3L2	UACA	CDC42EP4	ADCY4	INPP1	ARHGAP29	CD36	PALM	ACVRL1	RPS6KA2	CCL15-CCL14	PDGFB	DYSF	CHSY1	EGFL7	KCNN3	TP53I11	IGFBP4	ATN1	GNA11	ST6GALNAC3	CCM2L	TUBB6	SERPINB6	PCDH12	TGFBR2	PTPN14	NTS	TNS1	MYO1C	COL15A1	CDKN1A	NOS3	EMP2	DPYSL3	NFIA	HLA-DRB5	SOX7	CD300LG	ADAMTS9	RDX	C11orf96	PCAT19	SNRK	RPGR	VWA1	HS3ST1	CPNE2	GNAS	ARHGAP31	SNTB2	NPR1	KLF9	RHOJ	ACKR1	BHLHE40	XIST	JUNB
AIZARANI_LIVER_C11_HEPATOCYTES_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C11_HEPATOCYTES_1	ALB	APOH	CYP3A4	PCK1	ALDOB	TTR	ADH1B	ADH4	GSTA2	IGFBP1	FGG	TF	FGB	ADH1A	SERPINC1	HMGCS2	HRG	APOA1	TAT	SDS	CFHR1	CYP2E1	AHSG	CPS1	APOA2	PLG	ANGPTL3	UGT2B7	APOC1	RIDA	CYP2A13	GATM	KNG1	C9	C1S	FN1	GSTA1	RBP4	MT1E	MGST1	HPX	FABP1	CYP2C8	BCHE	APOC3	FGA	BAAT	HP	APOE	CES1	MAT1A	GC	TDO2	MT1G	AMBP	UGT2B10	AZGP1	CYP2B6	F2	CYP2C9	UGT2B4	ORM1	SERPINA1	C1R	SULT2A1	APOB	ARG1	C4BPA	HSD17B6	CFH	PAH	SLC22A1	CAT	MT2A	HSD17B13	FGL1	SLC10A1	ACSL1	AOX1	BHMT	SLC38A4	ALDH1A1	FMO3	ACSM2A	DCXR	EPHX1	CFB	HAMP	TMEM176B	CFHR3	SERPINF2	SORD	AFM	PEBP1	ACADSB	PTP4A1	C3	ANG	TLCD4	HAO1	CYB5A	AGXT	PON1	ASS1	VTN	ITIH2	CXCL1	NNMT	HAO2	C6	CYP4A11	ADI1	IGF2	ORM2	PRG4	TMEM176A	SLC2A2	EHHADH	SERPINF1	AADAC	MT1X	CDO1	SCP2	CYP4F3	C8A	PGRMC1	CP	ALDH6A1	SERPING1	SERPIND1	APOC4-APOC2	SOD1	APCS	A1CF	PHYH	F9	SERPINA3	INSIG1	ERRFI1	ALDH2	DPYS	PBLD	HPR	A1BG	GRHPR	FBP1	ABAT	ACSM5	ITIH1	MTTP	CPB2	UGT2B15	ASGR1	CLU	AQP9	G6PC	PSAT1	FMO5	CYP8B1	FTCD	PON3	RCL1	F5	HSD11B1	AKR1D1	SELENBP1	ASGR2	APOA5	LECT2	METTL7A	BNIP3	MYO1B	ACAA2	IL1RAP	BHMT2	CFI	APOC4	AKR1C4	ITIH3	NADK2	APOF	F12	HPN	SDC2	CPN2	ECHS1	SLC39A14	GLYAT	GADD45G	HGD	IGFBP2	MTHFD1	PIPOX	MSMO1	HULC	ALAS1	PCBD1	ELL2	GPT2	C4BPB	UPB1	APOM	C2	AKR1C1	SLC27A2	HAAO	ZFAND5	HPGD	GLYATL1	CYP2C19	MT1F	AGT	SMIM14	PRDX6	RGN	CYP1A2	C8B	RARRES2	LEAP2	VNN1	RHOB	MLXIPL	SPP2	RETREG1	ECHDC2	ADH6	AR	ALDH7A1	MT1M	C5	SHMT1	IDH1	ACAT1	ATF5	SLC27A5	ALDH1L1	MTHFS	ALDH8A1	CYP3A5	LINC00261	ACADM	GBA3	C11orf54	GYS2	CYP27A1	GLUD1	LINC01554	GGH	PROX1	MMUT	HPD	PTGR1	CES2	MAOB	DHTKD1	HAL	MST1	PRDX3	GADD45A	HLF	SERPINE1	PTMS	CFL2	UGP2	PDK4	SCD	PLIN2	GHR	DECR1	SLC7A2	CBR1	ABCA1	ATP5PF	CALD1	TMBIM6	GNMT	PPP1R1A	PROZ	PPARGC1A	KLKB1	CYP4F2	SERPINA11	KLF15	MBL2	PCK2	SDC4	CMBL	CFHR4	UQCRQ	PROC	GOT1	LRG1	LIPC	LINC00844	ENPP1	COBLL1	OAT	SLC13A5
AIZARANI_LIVER_C12_NK_NKT_CELLS_4	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C12_NK_NKT_CELLS_4	HSPA1A	HSPA1B	DNAJB1	HSPA6	HSP90AA1	HSPH1	IL2RB	NKG7	CD7	IFNG	HSPA8	KLRK1	KLRD1	GNLY	DUSP2	CMC1	HSPD1	BAG3	CST7	CACYBP	CCL5	ITGAL	STK17A	DNAJA1	RUNX3	KLRF1	ALOX5AP	LCP1	IKZF3	EOMES	IFITM1	CD3E	IL2RG	CD247	BTN3A1	KLRB1	GZMA	PYHIN1	TXK	RAC2	SYTL3	GZMK	PTPRC	BTG2	TXNIP	CD69	DNAJA4	TRGC1	WIPF1
AIZARANI_LIVER_C13_LSECS_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C13_LSECS_2	FCN3	CRHBP	DNASE1L3	CLEC4G	PLPP3	ACP5	OIT3	LIFR	CLEC4M	IFI27	FCN2	F8	STAB1	STAB2	PTPRB	PRCP	HYAL2	CAVIN2	CLEC1B	CCL15-CCL14	ENG	APOLD1	ADGRF5	EGFL7	CTSL	CD36	SEMA6A	NOTCH4	FCGR2B	MEG3	SPARC	MS4A6A	TIMP1	HES1	SHANK3	SGK1	NOSTRIN	PDE2A	NPDC1	RNASE1	IL33	PLTP	ID1	EHD3	MRC1	CLEC3B	TIMP3	LDB2	EDNRB	MARCKSL1	MRO	PRSS23	GNG11	CLDN5	MYCT1	C5AR2	ITPRIP	RELN	CTSD	IGFBP7	MAF	TFPI2	TACC1	ADM	TSPAN7	ANKS1A	FZD4	MMRN2	PPFIBP1	LIMCH1	TMEM44	DAB2	BTNL9	LYVE1	SEC14L1	INSR	CD4	ID3	APP	FXYD6	RAMP3	EMCN	TIE1	TIMP2	CXCL16	WARS1	FAM107A	EXOC3L2	IFI44L	KDR	SASH1	IL4R	ALPL	LGMN	FSCN1	FCGRT	KLF2	FAM167B	ESAM	BST2	SMAD6	ADGRL4	NRP1	TP53I11	TGM2	SLC16A1-AS1	C1QTNF1	IL6ST	TGFBR3	CD14	NR2F1	TEK	NID1	GPR182	HECW2	FLT4	GATA4	F2R	CDH5	GBP4	PXDN	TMCC3	EFNB1	COL4A2	ROBO4	TSPAN18	CFP	TMEM204	NTN4	DUSP5	EFNB2	KLF4	CNN3	LIMS2	USP13	FLT1	S100A16	BAIAP2	MID1	SPRY4	GIMAP8	NRP2	CCL14	NR2F2	TCF4	RAMP2	FGFR1	ERG	ZNF117	ZCCHC24	MXD4	PLXND1	COL4A1	EPAS1	SERPINH1	CALU	GJA4	ZNF765	A2M	NISCH	TM4SF18	NPR1	CAVIN1	ZNF160	IGFBP4	DENND4C	MYO1C	MEIS2	ASAP1	ADAMTS4	FEZ1	ADD3	TNS2	PCAT19	NUAK1	SH2D3C	TMEM255B	APLNR	GARRE1	LRATD1	TCIM	TINAGL1	TCF7L1	BSDC1	MAN1C1	SNTB2	IL1R1	PDK4	DLC1	ANPEP	AFF1	DAAM1	PDLIM1	MYO10	FILIP1	RASIP1	HIPK2	IFITM3	TSPAN14	CALCRL	PALM	HLA-E	NPL	TM4SF1	F2RL3	HDAC7	CDC42EP4	DLL1	CPNE2	EPOR	PCDH17	PECAM1	TFPI	GAS2L1	SHE	SMTN	ECE1	IFITM10	MAP3K6	TMEM256-PLSCR3	TGFBR2	NPY1R	SLC27A3	LAMB2	ELK3	LAPTM4B	TAMALIN	ST6GALNAC3	TBC1D4	NOS3	GALNT15	TLR4	SLC9A3R2	SLC7A8	TPM4	AKAP12	FLNB	WSB1	TCN2	RNF115	TUG1	RDX	EPHB4	NXPE3	KLF7	RASAL2	PLAC8	COL6A2	PREX2	SLCO2A1	NOVA2	RAPGEF5	CD93	CLEC14A	APOL1	ARAP3	PIM3	CUL4B	TRIOBP	LPAR6	HEG1	NFIB	PHACTR2	EDN1	PDE7B	RPGR	ZNF451	ATP13A3	MARCKS	ARHGEF7	CSRNP1	SLCO4A1	SHC2	SDCBP	NEDD9	ACTN1	NTS	SGSM1	SELENON	PGM5	C11orf96	TMEM37	CD59
AIZARANI_LIVER_C14_HEPATOCYTES_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C14_HEPATOCYTES_2	SAA1	SAA2	PLA2G2A	HP	APOC3	ATF5	HAMP	APOA2	FGL1	FABP1	SERPINA1	ORM1	SULT2A1	MT1G	APOC1	SERPINA3	RBP4	APOC4-APOC2	ASS1	APOA1	AGXT	ANG	HPX	HPD	FGA	HPR	TTR	ALDOB	FGB	TMEM176B	SERPINF1	TMEM176A	FBP1	CYP2E1	DCXR	ORM2	FGG	MGST1	BAAT	APCS	SAA4	AHSG	APOE	CRP	HRG	VTN	CYB5A	NNMT	PEBP1	ADH1B	LRG1	SERPINF2	RIDA	BHMT	SDS	AMBP	KNG1	HAO2	TAT	ADH1A	GSTA1	ECHS1	ADH4	TF	SERPIND1	MT2A	CLU	SOD1	AZGP1	MT1E	C9	HMGCS2	CYP2C9	CFB	APOH	CFHR1	FTL	PCK1	ASGR2	SORD	CES1	RARRES2	IGF2	ANGPTL3	MAT1A	PTMS	APOC4	AKR1C4	SERPING1	EPHX1	HPN	ACSM2A	PLG	HULC	TDO2	ARG1	ADI1	C4BPA	CYP2A13	SERPINC1	SLC10A1	C1R	HAAO	MT1X	C2	CYP4F3	CP	FTCD	ITIH3	CPS1	ABHD14A-ACY1	PTGR1	LEAP2	SELENBP1	HSD17B6	A1BG	CPN2	CFHR3	ALDH2	PCBD1	GLYATL1	ASGR1	PRG4	CYP2D6	HGD	PIPOX	F2	UGT2B7	RGN	APOM	PHYH	BHMT2	C1S	GSTA2	CYP2B6	CYP8B1	CYP1A2	REEP6	HAO1	FMO3	GLYAT	ACAT1	GPX3	GRHPR	PRAP1	IGFBP1	UQCRQ	APOB	PRDX6	A1CF	GADD45G	GPT2	LDHA	F9	ETFB	AKR1D1	ACSM5	GAMT	LECT2	ADH6	SPP2	CYP4A11	CYP3A4	CYP2C8	ALDH1A1	IFITM3	ALAS1	MT1F	GATM	CFH	F12	PBLD	ITIH1	BNIP3	GPX2	GC	INSIG1	MLXIPL	LBP	C8B	MPST	ALDH1L1	ACAA2	SERPINA11	APOA5	CMBL	TLCD4	C3	MTHFS	C8A	ALDH6A1	ALDH4A1	C4BPB	NIPSNAP1	SERPINA6	SMIM14	QPRT	SCD	SLC27A5	SLC22A1	PLIN2	ABAT	CRYL1	UGT2B10	RBP5	PTP4A1	MPC1	EHHADH	GJB1	DPYS	AFM	MST1	CYP27A1	SCP2	PON1	SHMT1	MT1H	RDH16	IGFBP4	TST	ALDH8A1	QDPR	LINC01554	PON3	FAH	ATP5PF
AIZARANI_LIVER_C17_HEPATOCYTES_3	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C17_HEPATOCYTES_3	CYP2E1	CYP1A2	CYP4F3	SERPINA3	APOB	FGA	CYP3A4	MLXIPL	HPX	CP	CES1	CYP2B6	CRP	APOE	SERPINF2	TF	C1R	ASGR1	APOC1	HP	SERPINA1	ITIH3	AMBP	FGB	PLG	CFB	AGXT	A1BG	FN1	C1S	ACSM2A	IGFBP2	VTN	AHSG	ORM1	C3	CFH	F2	MST1	F12	FTCD	DCXR	UGT2B7	AZGP1	C9	KNG1	PTMS	F5	MT2A	IGFBP1	APOA1	RBP4	SERPINF1	CYP2C9	CPS1	BAAT	SERPINC1	C5	TNFSF14	APOA2	LRG1	APOH	FGL1	ITIH1	SERPIND1	HPN	HRG	MAT1A	EPHX1	CLU	APOA5	APOC3	CFHR3	SELENBP1	PLIN5	CYP2A13	FGG	CYP2C8	ADH1B	CXCL1	SAA1	SERPING1	GPT2	ACSL1	TMEM176B	AFM	SULT2A1	ASGR2	IGF2	CYP8B1	ORM2	ADH4	ADH1A	ABCA1	RARRES2	ANG	CYP2C19	SLC27A5	SERPINE1	TMEM176A	CES2	NNMT
AIZARANI_LIVER_C18_NK_NKT_CELLS_5	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C18_NK_NKT_CELLS_5	HSPA1A	HSPH1	RGS2	HSP90AA1	IL1B	MAFB	HSPA6	FCN1	HSPA1B	IER5	AIF1	ITGAX	VCAN	CTSS	LYZ	DNAJB1	C5AR1	HLA-DRA	HLA-DPA1	ANXA1	SAT1	BAG3	HSPD1	KLF4	FGL2	HLA-DPB1	PSAP	LILRB2	COTL1	TLR2	CD83	TYROBP	LST1	C1orf162	S100A9	SLC11A1	GPR183	FCER1G	CYBB	LILRB3	FGR	APOBEC3A	IGSF6	SGK1	HCK	CST3	FPR1	CD163	KCTD12	S100A8	HLA-DQB1	MS4A7	CLEC7A	IER3	CXCL8	NCF2	S100A11	CCDC88A	PLAUR	MPEG1	FCGR2A	CCR1	ATP2B1	RAB31	PHACTR1	HSPB1	FCGR3A	BCL2A1	VIM	P2RX7	AREG	ZEB2	TGFBI	SAMHD1	CCL3L3	PTK2B	PLEK	POU2F2	ATP2B1-AS1	PTPRE	RNASE6	LYN	RNF144B	ADGRE2	IRAK3	LILRB1	HSP90AB1	NPC2	ALOX5	NCF1	PTPN6	CPVL	RILPL2	FGD4	SLC7A7	LAPTM5	HLA-DMA	EVI2B	PABPC4	CD37	HK3	C3AR1	ADA2	TNFAIP2	JARID2	SCIMP	DNAJA1	FTH1	ATP6V1B2	TNFRSF1B	HCLS1	KLF2	TET2	GADD45B	CSF1R	MNDA	HBEGF	MACROH2A1	MARCHF1	CEBPB	PMAIP1
AIZARANI_LIVER_C20_LSECS_3	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C20_LSECS_3	AKAP12	ADAMTS4	FLT1	ADAMTS9	STC1	C11orf96	EMP1	TIMP1	CTSL	TCF4	SOCS3	PTPN1	FGFR1	IL1RL1	MCAM	JMJD1C	PPFIBP1	ADM	UGCG	COL4A1	NR2F1	FCN3	DLC1	COL4A2	CEP170	SLC2A3	TM4SF1	OIT3	ITPRIP	DUSP6	RPGR	LYVE1	SOX7	TOP1	DDX21	MARCKS	YBX3	THBD	ANGPTL4	NID1	MAP1B	PDE2A	YES1	SHANK3	TUBB6	SPRY4	TIMP3	PLPP3	SASH1	SPARC	PTPRB	MEG3	APOLD1	ACKR3	DNASE1L3	RASIP1	IL1R1	LIFR	RRBP1	STAB1	BAZ1A	TINAGL1	FCN2	RAPGEF5	ZNF462	GPRC5A	BTNL9	ADAMTS1	TFPI2	DUSP5	UPP1	ADGRF5	CD14	C1QTNF1	CEMIP2	ACTN1	CLEC4G	NRIP1	INSR	MRC1	NOS3	PXDN	PRSS23	STAB2	CRHBP	KDM6B	CDKN1A	PDLIM1	FAM107A	TNFRSF10B	CLEC4M	IGFBP7	BHLHE40	FAM43A	ADGRL4	HYAL2	S1PR1	SEMA6A	LDB2	IVNS1ABP	SLC4A7	RHOJ	NRP1	LUZP1	EFNB2	ETS2	APP	MRO	HIF1A	ITGA5	CAVIN2	CD93	F8	RELN	ARHGAP26	HERC1	PCDH17	HIC1	PRCP	CCL15-CCL14	NAMPT	LMNA	EPAS1	RBMS1	TFPI	DDX3Y	IL33	LIMA1	SOGA1	NCOA7	SEC14L1	PLTP	CDH5	TNFRSF10D	ARHGAP29	WWTR1	SBNO2	SORBS1	SLC25A37	PXN	USP13	CD59	PLXNA2	CSNK1E	NRP2	ICAM1	FOSL2	ERG	LIMCH1	PLAUR	ARHGAP23	PAPSS2	IFI27	CDC42BPB	KDR	NOTCH4	CD36	MYCT1	TANC1	TGM2	TCERG1	ENG	C5AR2	B4GALT5	TCIM	FGF23	OSMR	MAST4	PLCB1	FOXC1	HIPK2	CNKSR3	STC2	TAL1	FOSL1	TIE1	CAVIN1	PLEKHG1	MYO10	SSH1	NAV1	RDX	WSB1	SERPINH1	TOX2	IL6ST	CLEC1B	CUL4B	CHD7	WARS1	ARGLU1	MACF1	LRRC32	TCF7L2	ASAP1	MARCHF3	JAM3	ROBO4	NFKBIA	PHC2	EIF5B	PREX2	RBM25	SPAG9	CD9	PIEZO2	MARCKSL1	DNMBP	S100A16	SLC7A8	PRKD3	FKBP1A	PNP	CRIM1	SRGAP1	RBM17	ITPKC	ARSG	CAMSAP2	PEAK1	HPCAL1	UACA	SHROOM4	IL4R	SGK1	CHSY1	FLNB	FXYD6	TGFBR3	ZNF160	SNX9	PVR	AFF4	BMPR2	GOLGA4	TMEM51	ADAM9	ROCK2	SERPINE1	IFI16	CCDC144A	BDP1	LGMN	VCL	RALA	DNTTIP2	MID1	ESAM	ZEB2	FILIP1	CCDC50	WDR60	GALNT1	KCTD20	BNIP3L	SLCO4A1	ARHGEF7	NOLC1	SLC20A1	PRICKLE2	SEMA3F	SOX17	AHCTF1	KLF7	NDRG1	ANKRD11	PPP1R15A	NR5A2	GARRE1	ZEB1	PEA15	RAI14	CDC37	STX12	NCL	CDK17	EEA1	FNDC3B	DAB2	GOLGB1	CXCL16	NXPE3	JUND	DCUN1D3	MIR4435-2HG	RIPOR1	ITGA9	GRB10	RBBP6	ACP5	SNRK	SDCBP	WDR43	SLC7A1	DAAM1
AIZARANI_LIVER_C21_STELLATE_CELLS_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C21_STELLATE_CELLS_1	DCN	C7	COL1A1	COLEC11	COL1A2	COL3A1	IGFBP7	MFAP4	IGFBP3	FBLN5	BGN	CXCL12	DPT	FBLN1	LUM	COL6A1	CCL2	CCN2	ADAMTS1	PRELP	CRISPLD2	CCN1	SPARC	PTGDS	COL6A2	PTN	MMP2	INMT	PDGFRA	AEBP1	MGP	RGS16	SOD3	OLFML3	CD81	SERPINE1	CCDC80	QSOX1	LAMB1	GPX3	MYL9	SRPX	COL14A1	MMP19	NEXN	ADAMTSL2	CALD1	C11orf96	FILIP1L	CCDC3	TIMP2	COL6A3	PHLDA1	IGFBP5	COL4A2	COL5A1	CH25H	ACTA2	C1R	CDKN1A	RBP1	HGF	THBS2	EDNRB	EGR1	PLCXD3	CFH	GEM	LTBP4	TNS1	ADAMTS2	VIM	SSPN	ANK3	FSTL1	EFEMP1	MAP1B	AGTR1	TIMP1	DEPP1	RGS2	LGALS1	MATN2	NFIX	DKK3	GGT5	PCOLCE	RN7SK	THY1	NR2F1	RRAS	CYBRD1	TIMP3	CDC42EP3	LMNA	CCBE1	GSN	JUNB	MT1M	FBLN2	CLDN11	TCEAL4	SYNPO2	BTG2	FHL1	EMP1	MYC	ENG	LAMC3	MXRA7	CAVIN3	MYH10	CPXM2	TMEM204	ANTXR1	CRYAB	CEBPD	PCDH9	ITGA9	GPC6	SLIT3	FBN1	RBPMS	ITGB1	RGS4	SFRP1	HSPB1	SOCS3	ZFP36	CSRNP1	LRP1	ITGB5	TSC22D1	FOS	ACTN1	LGALS3BP	ARID5B	KLF4	MASP1	C1QTNF1	C1S	ITGA8	DDR2	COL4A1	KAZN	CSRP1	THBS1	PROS1	MAFF	NR2F2	FOSB	IL1RL1	PALLD	RND3	MARCKS	VCL	MITF	CTDSPL	NFIA	MYADM	MYLK	TIPARP	CEBPB	RBMS3	CAV1	DPYSL2	IFITM3	CITED2	LAMC1	IGFBP4	TPM4	BMP2	CAVIN1	TSC22D2	IER3	SERPINF1	ITM2C	PRSS23	ATN1	ZFP36L1	IFITM2	EPAS1	GLUL	DSTN	ALDH1A1	MKNK2	CD63	SLC38A2	H19	CCNI	ACTN4	TCF4	DYNLL1	HLA-DRB1
AIZARANI_LIVER_C22_RESIDENT_B_CELLS_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C22_RESIDENT_B_CELLS_2	MZB1	DERL3	SSR4	BLOC1S5-TXNDC5	ITM2C	HERPUD1	FKBP11	SEC11C	XBP1	FOSB	FCRL5	POU2AF1	RAB30	ERLEC1	LY9	CREB3L2	MEI1	TENT5C	HSP90B1	CD79A	SLAMF7	H1-10	SDF2L1	PRDX4	AMPD1	PTK2B	CD27	TSC22D3	HLA-DOB	SPCS2	BTG2	PLPP5	CRELD2
AIZARANI_LIVER_C23_KUPFFER_CELLS_3	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C23_KUPFFER_CELLS_3	S100A8	S100A9	VCAN	FCN1	THBS1	CTSS	LYZ	SLC11A1	FPR1	S100A12	TKT	FGR	C5AR1	MNDA	CYBB	NCF2	RGS2	SELL	PLAUR	CLEC4E	TLR2	S100A6	TYROBP	HCK	PSAP	MPEG1	CSF3R	SAMSN1	IL1R2	MAFB	IL1B	LILRB3	LRRK2	RIPOR2	AIF1	POU2F2	EVI2B	APOBEC3A	LILRB2	ITGAX	IRAK3	VIM	RN7SL368P	ZEB2	GCA	S100A4	PTPRE	PLBD1	CD163	CD300E	TNFRSF1B	RAB31	FCER1G	SAT1	IL17RA	IGSF6	CSTA	SERPINB1	AP1S2	ATP2B1	TNFSF13B	DOK3	PTAFR	RILPL2	CCDC69	BCL2A1	MEGF9	ANXA1	TSPO	COTL1	CCR1	EREG	CLEC7A	CD55	PTK2B	SLC2A3	USP15	C1orf162	S100A11	TNFAIP2	ATP2B1-AS1	MARCHF1	KCTD12	NFAM1	AGFG1	KLHL8	MYO1F	VSIR	SKAP2	PLEK	IFNGR2	GRN	HK3	CFD	CDC42EP3	ITGB2	SLC7A7	EFHD2	JARID2	SECTM1	SPTLC2	SDCBP	CFP	LINC01001	EMILIN2	ITGAM	SIRPB1	CREB5	CPPED1	ARRB2	APLP2	CLEC12A	WAS	FCGR2A	VNN2	GAS7	JAML	RNF144B	PLXDC2	LAPTM5	CCDC88A	GNAI2	JDP2	SRGN	CXCL8	MX2	DUSP6	AREG	PRKCD	VSTM4	MACROH2A1	NAIP	NAMPT	CD37	ADA2	LRRFIP1	SLA	TREM1	AHR	LST1	PTGS2	MPP1	FGL2	SLC43A2	SAMHD1	TRPS1	FYB1	ACTB	LGALS1	TALDO1	C12orf77	ZNF471	RASSF2	BASP1	GLIPR2	ATP6V1B2	PELATON	VMP1	LY86	CD44	HSPA1B	RTN3	SIRPB2	RNASEK	PILRA	CNTRL	SOD2	OAZ1	PARVG	PRKCB	CPVL	NFKBIA	TYMP	GRB2	CALM2	FBLIM1	TMEM127	LIMS1	SH3BGRL3	CD93	CSGALNACT2	DDX60L	GK	NLRP12	PLP2	ZNF281	SMAP2	LTA4H	PKM	ALOX5	KCNMB1	S100A10	METTL21A	ATP6V0B	ROCK1	BCL6	PHC2	GRK2	CKAP4	LYN	CD14	CD52	FTH1	CTSB	ALDOA	RNF130	SLC25A37	TRIM38	TET2	PLCB2	GMFG	HSPA1A	GMEB1	FKBP1A	PTEN	RHOG	IRS2	MACC1	HCLS1	PCDH11Y	PREX1
AIZARANI_LIVER_C24_EPCAM_POS_BILE_DUCT_CELLS_3	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C24_EPCAM_POS_BILE_DUCT_CELLS_3	MUCL3	KRT19	MMP7	SPP1	CLDN4	KRT7	CEACAM6	CD24	PIGR	ANXA4	TACSTD2	ELF3	S100A6	GABRP	KRT8	TM4SF4	AKR1B10	ANXA2	MUC1	KRT18	SLPI	SPINK1	ONECUT2	TNFRSF12A	AGR2	CCND1	MUC5B	TFF3	EZR	SOX9	CLDN7	LCN2	TM4SF1	CFTR	UGT2B15	CLDN3	GPX2	GALNT4	SLC12A2	LGALS4	KLF5	SHROOM3	SOX4	S100A10	SPINT2	ANXA13	TSPAN8	GSTP1	SPINT1	TTN	SLC4A4	LGALS3	TMC5	EPCAM	PMEPA1	TPPP3	HSPB1	SDCBP2	SORBS2	TAX1BP3	NQO1	ATP1A1	BACE2	PDZK1IP1	DSP	CDH1	DSG2	VSTM2L	TSPAN3	CDC42EP1	LAD1	GOLM1	DDR1	LGALS2	CD59	CXCL6	ACTG1	BIRC3	MLPH	VTCN1	PERP	FXYD3	ANPEP	LMNA	MUC13	S100A14	S100A11	OCLN	CDKN1C	KLK11	TPM1	TST	WFDC2	CLDN10	ATF3	PHLDA2	DUSP4	LMO7	KCNJ15	PLD1	CAPN2	SLC5A1	FA2H	CHST4	MAL2	KIAA1522	CLDN1	PPDPF	CD63	CES1	NECTIN2	TPM4	MYO1C	TNFRSF21	LAMB3	WEE1	TUBB4B	TXLNG	CD151	SPTBN1	CRYAB	CAV2	AQP3	MSI2	TRNP1	CYSTM1	SDC4	CALM2	DYNC1I2	SPATS2L	SGMS2	CGN	ENAH	GCNT3	DSTN	FAM102A	TUBB2A	BMP2	CXCL8	BEX3	TJP1	ERBB3	PTPRF	CLU	TSPO	HBEGF	ACTN4	DEFB1	RBM47	DCDC2	AKR1C2	ATP1B1	CAMK2N1	RAB11FIP1	SLC12A7	ANXA11	ABHD2	CTSH	GTF2I	ITGB1	TAGLN2	LRP10	TNFAIP2	PRDX5	GADD45A	ABLIM1	CYFIP1	ANXA5	CHP1	LMO4	AFDN	TXN	TENT5A	AQP1	VAMP8	MYADM	CLINT1	RAC1	MYL12B	CPM	NFIB	TUBB	NR2F2	CLIC1	MYL6
AIZARANI_LIVER_C25_KUPFFER_CELLS_4	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C25_KUPFFER_CELLS_4	AREG	GPR183	HLA-DPA1	HLA-DRA	FGL2	RGS2	HLA-DPB1	HLA-DRB1	HLA-DQB1	HLA-DQA1	HLA-DRB5	ATP1B3	NR4A3	IL1B	SRGN	C1orf162	FCGR2A	C5AR1	SAT1	CD83	HBEGF	PLAUR	ITGAX	PLEK	CST3	FCER1G	RNASE6	IL1R2	IER3	LST1	RAB31	KCTD12	TGFBI	RGS1	CD163	SGK1	NR4A2	FCER1A	PHACTR1	REL	PTPRE	FCN1	TLR2	TYROBP	CTSS	HLA-DMB	CD1C	VIM	CYBB	FGR	AIF1	SAMHD1	OGFRL1	HLA-DMA	CCDC88A	ARRB2	CXCL3	GPX1	RILPL2	MS4A7	CD86	TNFRSF1B	AHR	IRAK3	NAMPT	HCLS1	COTL1	CLEC7A	MAFB	KDM6B	MPEG1	JARID2	THEMIS2	STK17B	CXCL8	MACROH2A1	KLF4	FPR1	CD55	CLN8	RNF144B	IRF8	LYZ	MAP3K8	THBS1	GPAT3	BASP1	ATP6V1B2	GRN	CSF1R	ANXA1	EREG	FGD4	CMTM6	CLEC10A	CLEC4E	B3GNT5	IL13RA1	EVI2B	MARCHF1	S100A11	LYN	IL1RN	RGCC	RNASET2	VCAN	JAML	SELL	CIITA	PSAP	PABPC4	PPT1	SYK	LILRB3	GAPT	ADGRE2	LILRB2	HERPUD1	MIS18BP1	CPVL	SERPINB9	PMAIP1	PSTPIP2	GZMB	METRNL	GNA13	ITGB2	H3-3A	ADA2	NPC2	ATP2B1	DDX21	THBD	VEGFA	CXCL16	PABPC1	FTH1	RPL36A	TNFSF13B	POU2F2	LRRFIP1	EMILIN2	SAMSN1	NLRP3	LAPTM5	ZEB2	IRF4	LGALS9	TET2	NCF2	ZNF331	SLC11A1	SH2B3	HSPA6	CNTRL	HLA-DOA	CXCR4	RHOQ	HCK	PTK2B	AP1S2	ACTB	CELF2	KLHL6	LILRB1	IGSF6	FLT3	PLD4	LITAF	ICOSLG	TMSB10	LIMS1	SLC15A3	MNDA
AIZARANI_LIVER_C28_NK_NKT_CELLS_6	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C28_NK_NKT_CELLS_6	SRGN	TNFAIP3	ZFP36L2	CRYBG1	CREM	ZNF331	CXCR4	RGS1	IL7R	XCL1	BTG1	CNOT6L	CD44	SPOCK2	CD69	AREG	EMB	GPR171	SARAF	NR3C1	STK4	NIBAN1	ATP1B3	TSC22D3	SLA	STK17B	CYTIP	SLC38A1	ARHGDIB	PRDM1	PTPRC	FAM177A1	RBPJ	SAMSN1	ETS1	PDE7A	PTGER4	RNF125	RUNX3	NFKB1	LCP1	PARP8	PPP1CB	SYTL3	ITK	KIT	WIPF1	KLRB1	SH2D2A	CD53	FYN	SMCHD1	DUSP4	EVI2A	ANXA1	GATA3	AKNA	PBXIP1	TCF7	EML4	MYBL1	SMAP2	CDC42SE2	TENT4B	TENT5C	RPS27A	STK17A	MAF	CELF2	CD40LG	USP36	PPP2R5C	JUNB	RGCC	AUTS2	BCL11B	LEPROTL1	PIM2	SATB1	FNBP1	RPL36A	RPS29	RCAN3	TRAC	CD52	PDE4D	PPP1R2	ZC3HAV1	GPRIN3	RPS27	PIK3R1	IL2RG	PDCD4	CXCL13	RASSF5	LEF1	TRBC2	TXNIP	CXCR6
AIZARANI_LIVER_C29_MVECS_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C29_MVECS_2	MGP	EMP1	FAM107A	TM4SF1	VWF	CLEC14A	ADAMTS1	SPARCL1	CAV1	CPE	LMNA	C7	VIM	C11orf96	ITGA5	IGFBP7	CD9	MMRN2	FOXC1	EPAS1	RNASE1	CCN2	CAVIN2	PRSS23	EDN1	THBD	SRPX	PTPRB	IL6	MYADM	FBLN2	HEG1	IL33	PECAM1	DLC1	FKBP1A	TSC22D1	TGM2	POSTN	PLPP3	YBX3	TIMP1	CRIM1	TIMP3	PDLIM1	TGFBR3	CDKN1A	AQP1	LDB2	NDRG1	TUBB6	CAVIN1	CRIP2	ABI3BP	MMRN1	CD34	FNIP2	C1QTNF1	LIFR	ITPKC	TCF4	RFK	GJA1	SPRY1	JAM2	CCN1	ADAMTS9	PLPP1	DPYSL3	ADAMTS4	PNP	BMPR2	FILIP1	DKK3	PALMD	MYCT1	TPM4	FLNB	CD93	CD59	TIE1	ITPRIP	RAMP2	IL1RL1	CALCRL	FOSL1	EFNB2	COL3A1	ESAM	APOLD1	EMCN	IFI27	ATN1	IFITM3	ENG	TSPAN7	NFATC1	NFATC2	PTGS1	COL8A1	ARHGAP23	SLCO2A1	ID1	STC1	SOX7	CAV2	TUBB4B	PTGIS	HSPB1	WARS1	BMP4	A2M	LMO2	TAGLN2	TUBA1A	F8	FOSB	JMJD1C	TIMP2	ANXA2	ANXA1	ATP1A1	PLTP	DOCK9	MDK	SELP	GNG11	PALM	GPX3	RAMP3	NFIA	GALNT15	DUSP6	PEA15	CDC42EP3	S1PR1	ERG	INSR	ITM2B	CHSY1	FXYD6	BMX	PLEC	TFPI	PTHLH	NR2F2	MYC	TACC1	SERPINE1	LAMB2	TINAGL1	SOCS3	SEC14L1	WWTR1	PKIG	TEK	PGM5	CYB5R3	NDRG4	DOC2B	SPTAN1	LIMCH1	F2R	RPGR	ABLIM1	JUND	RIPOR1	HBEGF	KLF2	CD151	SWAP70	GPM6A	APP	SELE	ARID5B	GPRC5A	STOM	NRN1	B4GALT5	MIDN	IFITM2	LRRC32	BGN	FGF2	GNAI2	FLOT1	HYAL2	RFX2	MIR22HG	SYNPO	ADGRL4	NOLC1	MAFF	IL1R1	NR2F1	RSPO3	TMTC1	IGFBP3	KDM6B	AHNAK	MATN2	S100A16	CDH5	GNAS	NASP	EHD2	SERPINB9	NTS	FLT1	CSRP1	DDX21	HLA-E	MECOM	AIF1L	GARRE1	HIF1A	CRTAP	GJA5	SPTBN1	NFIB	PLVAP	MYOF	KLF4	ELK3	FGD5	UPP1	INPP1	FILIP1L	LIMA1	PTPRG	CCL15-CCL14	PARVA	TLR4	B4GALT1	ID3	OMD	TTC28	NUDT10	NEDD9	CMIP	LTBP4	SULF2	CD320	SERPINB6	EHD4	NIBAN2	TP53I11	CLDN5	ARL4A	TNS2	SNTB2	INMT	CLEC3B	ST6GALNAC3	GSN	ECE1	KCNN3	IFI6	NCOA7	CYYR1	DSTN	MAST4	TSPAN18	AFF1	TMEM47	IGFBP4	PLSCR4	SASH1	ACKR3	OAZ2	CTNNAL1	SKI	PTGDS	RHOJ	AVPI1	TSC22D2	TCF7L1	ADGRG1	ARHGAP31	ADGRF5	TRIOBP	UACA	PTPN14	ASAP1	RBMS3	CGNL1	TMCC3	S100A10	TMSB10	NOS3	ACTN1	LUZP1	TFPI2	AKAP12	CNTNAP3B	DPYSL2	ITM2A	KCTD12	NPDC1	SPAG9	KLF3	PTTG1IP	MYO1C	SPRY4	PREX2	CD55	NOTCH4	HSP90AB1	ATP1B3	NOP56	PDLIM5	YWHAE	PTPN12
AIZARANI_LIVER_C30_HEPATOCYTES_4	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C30_HEPATOCYTES_4	TNFSF14	CRP	CYP4F3	CYP2B6	RN7SL403P	WDR31	CYP3A5	NSUN6	MLXIPL	ACSM2A	ECHDC2	CP	SLC13A5	CYP2A13	MST1	F5	ASGR1	PLIN5	CYP2C19	IL6R	TENT5A	HGD	ZKSCAN1	LINC01554	GADD45G	RN7SL510P	MAT1A	HAL	ADGRA3	F12	DST	H6PD	TENM1	ERRFI1	CTD-3080P12.3	ZMAT3	C2orf68	SLC23A2	AFM	ACSL1	ITPR2	PROC	ERBB3	ZC3H13	CFH	CYP2C8	AR	LONP2	FAM20A	FTCD	SLC43A2	INSIG1	LINC00574	SLC39A14	SHROOM1	ITIH3	PNPLA3	ARHGEF26	ABCA6	ZFAND5	CYP3A43	LEAP2	SELENOO	C4BPB	CPS1	PLGLB1	DIS3	ZNF283	LINC01285	GPT2	MIRLET7BHG	DDI2	MFSD4B	PTK6	CPEB4	ZNF605	PCDH11Y	CHRD	C8A	AGXT	HLF	C17orf75	PCDHB1	FST	BCDIN3D	CYP2C9	RAD54L2	TRIM72	FBXO48	COLEC12	INTS6	BIVM	C5	SELENBP1	ABCC2	CA5A	PROZ	KREMEN1	ST3GAL6	RN7SL134P	ZNF454	RPS6KA5	TJP2	CLMN	NTRK3	RN7SL811P	GABPB2	TSHZ2	MTMR9	HEMK1	VSTM4	DSG3	PPP2R1B	ARMC9	NUGGC	ABLIM3	HAO2	PTPN3	MEG8	ACADVL	ASL	CLNK	GCKR	IDH2	NLRP12	SEMA3E	AASS	HGFAC	LMOD3	PPARA	PCK1	SH3PXD2A	ENPP1	CYB561A3	TLCD2	C1R	NR1I2	TLCD4	DNAJC22	LINC00887	GPAM	VEGFA	ARIH2OS	PCYT1A	SLC35E3	GPR82	A2M	SLC17A9	EPHX2	PCAT7	CCBE1	LINC01502	COL27A1	SNORD3A	GGPS1	CFHR3	GRB14	FKBP5	DDX10	C6	ALDH1L1	COMMD2	CAMK1D	DGKH	LRCH3	XPR1	POR	CYP3A4	ADPRHL1	MIGA1	CEP89	GMEB1	FYB2	TMEM192	ZBTB25	METTL21A	SLC25A18	TAT	SLC25A37	TMEM87A	CMC2	LACTB2-AS1	FMO5	FOXO3	ABCA1	MAVS	AIG1	HELB	SGSM1	INE2	ASPG	NBPF11	FBXO31	KIZ-AS1	FMO3	IKBIP	EXOC3-AS1	LSINCT5	HSPA4L	SLCO1B3	PIK3C3	RALGAPA2	ITGA9-AS1	ARHGEF10L	DHTKD1	MREG	KPNA6	TRMT9B	LUADT1	IGFBP1	ALAS1	QSOX1	NOS1AP	NBPF12	MAP3K14	LINC00963	KCNMB1	MACC1	COBLL1	IL1RAP	MAS1	SRSF11	ANGPTL4	ID2	GNL3L	SERAC1	MOGAT3	GSDMB	ARL10	CHDH	VSIG1	ACACB	ZNF397	SEC14L4	GTDC1	SLC25A13	HPN	PHF6	LINC01209	A1CF	ACER3	FAM161A	DSG2	AIPL1	PROX1	FBXO21	LINC01116	PNISR	ZNF426	SIK2	GCGR	ARG1	SVOP	ACAD11	CCNL2	PABPC1L	NEDD9	FBXO17	PCLAF	CCT8	RUNDC1	BAAT	SLC25A16	PTAFR	FAM98B	GRTP1	PPP6R2	C5AR2	SDS	FAXC	SEC23A	RNF216	MKLN1-AS	CAPN3	ONECUT2	PDE4DIP	ABCA5	SCML1	RN7SL602P	IDS	TMEM106A	SGMS1-AS1	RAMP2-AS1	BDH1	MEGF9	ADCY1	LRRC27	RCL1	LRP6	ABCC3	SIN3B	PART1	KCNA7	MAST4	MLXIP	RNF41	PPP1R3B	BHMT2	LINC00895	POLR2J3	WNT2B	MYO1B	MUC3A	PTP4A1	UCKL1-AS1	ACSM5	UBR4	DDR1-DT	SLC31A1	CCDC30	ZNF556	SLC28A2	DESI1	COL18A1	RANBP10	PHKA2	APMAP	RN7SL605P	RSPH3	FBXO22	MFAP5	STAT3	FMN1	MDM2	PLIN4	KIR3DX1	TMEM189	LYRM7	C15orf40	TNRC6A	GLYCTK	STXBP5-AS1	FEM1A	TMEM254-AS1	ELL2	UBN2	AP1M1	ADGRG6	TAF8	RN7SL391P	RNF115	BCL6	GTF2H2	ULK1	MTO1	GNE	OLAH	CXCL1	CYP2D6	ZNF154	PHF8	TTC38	CCDC142	NAA16	GFOD2	EMC10	ITSN1	F7	GTPBP10	PDE6A	SLC14A2	ZHX3	YIF1B	RIOK3	ATF3	FBXL18	ZNF641	FOXO1	PHACTR4	HDHD3	GTF2H2C	RBL1	GOLGA8B	SORL1	IRS2	LINC01521	LRRC57	SRD5A1	ARSK	MKNK2	BHMT	METTL2B	ICA1L	ZNF554	LRRC58	CNKSR3	BCO2	XKR4	SUGP2	STEAP4	HAP1	YIPF4	NFX1	IYD	ZNF419	CHORDC1	SLC7A2	PDP2	ITIH1	NCBP3	DSTYK	ZNF264	AK3	PPARGC1A	SNAP29	TUBD1	HEATR5A	ABHD15	ZNF101	CSAD	L1TD1	AHI1	PNPT1	PAN2	RHOBTB3	HPX	NNT-AS1	MPV17L	PPP1R12B	SLC27A2	FHL2	RN7SL202P	RBBP5	KIF1C	TNFAIP8L1	TEAD1	DNAJA1	UTP23	DCPS	ZYG11B	GPR1-AS	ZNF639	PAH	LEPR	RN7SL274P	EFNA1	TUT7	RPS27L	GABPB1-AS1	UBE2G2	VHL	KLF6	NNT	PLEKHA2	NDUFV3	RAB27A
AIZARANI_LIVER_C31_KUPFFER_CELLS_5	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C31_KUPFFER_CELLS_5	TNFSF14	CRP	SAT1	MYH11	SLC11A1	NSUN6	LILRB1	LILRB2	IRAK3	POU2F2	MST1	TENT5A	CYP2B6	STK19	CCDC88A	MLXIPL	PLIN5	CTSS	MAFB	FGR	LILRB3	SELENOO	C5AR1	FST	DISP2	MARCO	LYN	RBM25	H6PD	TYROBP	VCAN	ACSM2A	KCNAB2	IL1B	PTK2B	PSAP	ADAP2	ZEB2	TENM1	IL1RN	ATP1B3	SAMD5	SLC13A5	ITGAX	CD300E	LST1	ASPG	MDM2	ATP2B1	APOBEC3A	CHRD	PELATON	AIF1	ACADVL	MS4A7	ARHGEF10L	PLAUR	TNRC6A	NTRK3	FCN1	BAZ1A	SHROOM1	C3orf62	VMP1	RNF144B	IL6R	PAG1	PHF8	MEGF9	SVOP	MIRLET7BHG	GPT2	SH3BP2	FCER1G	CTSB	EFNA1	ITIH3	GADD45B	CYP4F3	UTP23	VSIG1	CYBB	NLRP12	CLEC7A	DSG3	JARID2	RN7SL510P	C4BPB	FCGR3A	NKTR	SLC25A37	RGS2	MT2A	MFSD4B	ECHDC2	LRRFIP1	ACOT9	MPV17L	STAT3	TCF7L2	WARS1	REL	ROCK1	METTL21A	S100A11	CALD1	CYP3A5	COTL1	ZMAT3	SLC43A2	GGPS1	ZC3H13	EVI2B	NAMPT	TNFRSF1B	ZKSCAN1	LUC7L3	CYP2A13	TLCD2	LONP2
AIZARANI_LIVER_C32_MVECS_3	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C32_MVECS_3	CXCL9	PRSS23	LIFR	ACKR1	INMT	SELE	FSTL3	TGM2	PTGDS	TIMP3	CRIM1	FOXC1	PTPRB	CXCL1	WARS1	HYAL2	FGFR1	C7	IFI27	NOS3	CXCL11	VWF	MATN2	PELI2	IL1R1	TAL1	CLDN11	SRPX	SMAD6	NDRG1	PTGS1	FBLN2	TSC22D1	GBP4	RAMP3	IGFBP7	PTGIS	DPYSL2	BMX	VCAM1	SOX7	EPHB4	EPAS1	NRP2	PPFIBP1	THBD	HSPB8	FCGR2B	TLR4	GPM6A	ARL4A	ACKR3	NPDC1	TIAM1	MAPK7	CEBPD	NOVA2	PDLIM1	CALCRL	EHD4	NTN4	ADGRG6	PDE2A	PECAM1	ACTN1	KLF4	ZCCHC24	NOSTRIN	ENG	SNTB2	KRAS	MMRN2	HEG1	TNFSF10	TACC1	AKAP12	IRAK3	SOCS3	ANKRD26	NFIA	ZMYND8	TGFBR3	FKBP1A	IFI44L	WWTR1	SPRY4	TNS1	SPRY1	APP	AFF1	NCOA7	PARP14	IL33	IL6ST	BST2	RNASE1	HDAC7	ID1	C11orf96	CSRNP1	BHLHE40	SLC38A2	IFITM3	KLF2	CFLAR	GIMAP4	APOL1	NR2F2	ITPRIP	SGK1	APOLD1	PRCP	NFKBIZ	TFPI	SPTBN1	KLF9	TRIM56	HLA-E	IL32	ITM2B	IFITM1	HLA-B	HLA-A	B2M	TMSB10
AIZARANI_LIVER_C33_STELLATE_CELLS_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C33_STELLATE_CELLS_2	RGS5	IGFBP7	MAP1B	COL1A1	COL3A1	NOTCH3	ACTA2	SPARC	COL1A2	COLEC11	BGN	COL6A1	COL4A2	MYL9	MYLK	CALD1	ITGA1	ADAMTS1	MYH11	TPM2	IGFBP5	CPE	COL5A1	TNS1	NEXN	TIMP3	LAMB1	CRISPLD2	RASD1	ISYNA1	RCAN2	PLA2G5	UACA	EBF1	FXYD6	PHLDA1	COL6A2	CRYAB	MGP	ITGB1	SOD3	C11orf96	NRXN1	LHFPL6	ID3	CCDC3	GPX3	TPM1	TSC22D1	ID4	SEPTIN4	PTN	PLAT	ANTXR1	ITGA7	KLHL23	ARHGEF17	COL4A1	CAVIN3	FIGN	KANK2	PBX1	DBNDD2	PELO	SPARCL1	SEPTIN11	GJA4	PALLD	CYGB	OAZ2	RBPMS	EPB41L2	NID1	LGALS1	TBX2	CLMN	NT5DC2	PRKG1	LGI4	MCAM	FLNA	ANK3	VIM	MXRA7	TPM4	PXDN	LAMC1	SEMA5A	C7	MBTPS1	IMPA2	ANXA6	MEF2D	RBMS3	PTH1R	CCDC92	CDC42BPA	TOB2	PLS3	DLC1	NUDT4	ZFHX3	TSPAN3	PAG1	PPP1R12B	A2M	PCM1	ATP1B3	BAZ1B	NR2F2	ENAH	CAV1	ATN1	EPAS1	TOB1	ADGRF5	CAMK2N1	NFIA	LUC7L3	DST	IFITM2	TLN1	GNAS	MYH9	CD59	LPP
AIZARANI_LIVER_C34_MHC_II_POS_B_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C34_MHC_II_POS_B_CELLS	MS4A1	CD79A	CD37	POU2F2	BIRC3	TCL1A	CD79B	NIBAN3	BANK1	SPIB	CD52	PAX5	FCRL1	BACH2	FCMR	MARCHF1	SYK	SELL	RALGPS2	YBX3	TTN	FCRLA	P2RX5	RIPOR2	STX7	IQSEC1	LTB	PRKCB	CCR7	LINC00926	TNFRSF13C	AFF3	CD83	HLA-DRB5	BCL11A	EBF1	UCP2	HSH2D	RUBCNL	PCDH9	IRF8	POU2AF1	PTPN6	ISG20	LIMD2	VPREB3	CD22	NCOA3	CD19	CLN8	RCSD1	DGKD	CYFIP2	RHEX	TLR6	GABPB1-AS1	HLA-DQA1	LYN	MTPN	SP140	LAPTM5	AEBP1	MAP3K1	EGR3	DOK3	GNG7	MPEG1	FCRL2	RPS11	PLEKHA2	SLC9A7	SEPTIN6	PTPRCAP	TMEM154	KIAA0040	EVI2B	FOXP1	HLA-DQB1	CIITA	TLR10	MAP3K8	ATP2B1	ITM2C	RPS8	CAMK1D	LUC7L3	SMAP2	KLF2	BICD2	CLCN6	CD1C	RNASE6	PPM1K	NCF1	SWAP70	ARHGEF18	PDE7A	CNTRL	SF1	RPL18A	CXXC5	PARP15	DDX6	PARP1	HLA-DPB1	ORAI2	CLEC2D	BOD1L1	CXCR4	LYST	RPS27	HLA-DRA	RPL13A	CD82	PLAC8	MDM4	RPLP2	ARL10	CYBB	IL4R	MKNK2	HLA-DRB1	RPS23	NAP1L1	CORO1A	RNASET2	RPL39	RPL19	RPL18	EEF1B2	EEF2	RPS5	ATF7IP	FAU
AIZARANI_LIVER_C38_RESIDENT_B_CELLS_3	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C38_RESIDENT_B_CELLS_3	JCHAIN	BLOC1S5-TXNDC5	DERL3	MZB1	SSR4	ITM2C	HERPUD1	FKBP11	RAB30	POU2AF1	CD79A	FCRL5	CREB3L2	MEI1	XBP1	CD27	SEC11C	HSP90B1	TENT5C	SLAMF7	PELI1	LY9	H1-10
AIZARANI_LIVER_C39_EPCAM_POS_BILE_DUCT_CELLS_4	http://www.gsea-msigdb.org/gsea/msigdb/cards/AIZARANI_LIVER_C39_EPCAM_POS_BILE_DUCT_CELLS_4	FSTL3	CXCL8	CCL2	CXCL6	TNFAIP2	CCL20	CXCL3	TM4SF1	TACSTD2	CLDN4	CLDN1	SOX4	ELF3	SOX9	TNFRSF12A	KRT7	ITGB8	NUAK2	PMEPA1	GDF15	SLC12A2	SDC4	BIRC3	CREB5	LIF	MYADM	INHBA	LAMC2	KRT8	TM4SF4	NFKBIA	TRNP1	HSPB1	CXCL1	CDH1	CX3CL1	NFKB2	DSP	BICC1	ACTN4	SOD2	CRYAB	CFTR	THBS1	RAB3IP	SGMS2	PIM3	ACTG1	OCLN	KLF5	CTBP2	SPTBN1	EDN1	AHNAK	MYH9	SPSB1	ANXA2	VCL	CLDN7	CITED4	LAD1	TRPV6	UCA1	PHLDA2	MCAM	KRT80	CHST4	KRT18	ALCAM	HBEGF	TP53BP2	COBL	GPRC5B	ANXA4	EPHA2	SLC3A2	CD59	LAMB3	TUBB6	SFRP5	S100A14	HMGCR	EZR	C6orf132	TNKS1BP1	KRT19	NCOA7	TPM1	ANKRD1	RTN4	ITPKC	NCEH1	TJP1	RASSF8	CSF1	VEGFA	EPCAM	MMP7	TRIM47	BMP2	HSPA1A	WEE1	PKHD1	NFKB1	MET	TNFRSF21	ENAH	ABCB1	S100A6	MYO1C	ATF3	ANXA5	HMGCS1	ZYX	FGFR2	CDC42EP1	ADAM9	GADD45A	PFKP	PKP4	KDM6B	MAFF	DCDC2	SLC12A7	ITGB1	SLC7A1	SORBS2	RNF19A	BCL2L1	RRBP1	ATP1A1	FLNA	AFDN	SLC5A1	SQSTM1	RAB11FIP1	NEDD9	SYNJ2	SPINT2	MAP4	IRS2	IFNGR2	SPATS2L	NRG1	HSPA1B	EGFR	CD47	HDGF	PDLIM1	FLNB	VMP1	TNFRSF10B	ATF4	DEFB1	MSMO1	MYO6	CD151	ZBTB20	SCARB2	TENT5A	DSG2	LAMP2	UGCG	IL32	HSP90AB1	HSP90AA1	CRIM1	DST	S100A11	UBE2B	CD24	CALM2	ALDH3A2	BAZ1A	CD63	KLF6	YWHAE	CPM	TPM4	SERPINA3	SYNE2	APLP2	SAT1	CCNL1
GAO_ESOPHAGUS_25W_C1_CILIATED_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_ESOPHAGUS_25W_C1_CILIATED_EPITHELIAL_CELLS	AARS2	ABCA13	ABCB10	ADAP1	ADGB	ADGRE5	AGBL2	AGBL5	AK8	AK9	AKAP14	ALDH16A1	ALDH1A1	ALDH3B1	ALMS1	ANKMY1	ANKRD18A	ANKRD54	ANKRD66	ANKUB1	AP3M2	APBB2	APCDD1	APH1B	ARHGAP18	ARHGAP39	ARHGEF11	ARHGEF38	ARL13B	ARMC2	ARMC3	ARRDC1-AS1	ASIC1	ASTN2	ATAT1	ATP2C2	ATP6V0A4	ATP6V1C2	ATXN2	B9D1	BAIAP3	BASP1	BBS1	BBS5	BCAS3	BHLHB9	BPIFB1	BTC	CABCOCO1	C11orf16	CFAP300	C11orf88	C12orf76	C16orf46	FYB2	C1orf194	C1orf87	C20orf85	C20orf96	C2CD2L	ECRG4	FAM166C	C2orf81	CFAP20DC	CFAP299	C4orf47	C5AR1	CPLANE1	C5orf49	C6orf118	C7orf57	C8orf34	C9orf135	C9orf24	CACNG6	CAPS2	CAPSL	CASC1	CCDC103	CCDC114	CCDC13	CCDC148	CCDC157	CCDC170	CCDC173	CCDC181	CCDC24	CCDC33	CCDC39	CCDC60	CCDC65	CCDC74A	CCDC74B	CCDC78	CCDC81	CCDC88C	CD164L2	CD38	CDHR3	CDHR4	CDS1	CEBPA	CEP162	CEP97	CES1	CES4A	CFAP126	CFAP221	CFAP43	CFAP44	CFAP46	CFAP47	CFAP52	CFAP53	CFAP54	CFAP57	CFAP61	CFAP69	CFP	CHST11	CHST9	CLDN16	COL4A5	CP	CPEB1	CROCC	CSMD1	CSPP1	CST6	CCN2	CXXC4	DALRD3	DCDC1	DCDC2	DCP1B	DGCR6	DHRS9	DLEC1	DMPK	DNAAF1	DNAH1	DNAH10	DNAH11	DNAH12	DNAH5	DNAH6	DNAH7	DNAH9	DNAI1	DNAI2	DNAL1	DPCD	DPY19L1	DPY19L2	DPY19L2P2	DRC1	DTHD1	DTNA	DYDC2	DYNC2H1	DNAAF4	DZIP1L	DZIP3	ECT2L	EFCAB1	EFCAB10	EFHB	EFHC1	EFHC2	ENDOG	ENPP4	ENPP5	EP300-AS1	ERBB4	ERICH2	FABP6	FAM174A	TOGARAM2	FAM183A	FAM227A	FAM81B	CIBAR2	FBXO15	FBXO31	FBXO36	FGF14	CEP43	FHAD1	FRMPD2	GALC	GALNS	GAS2L2	GAS8	GCA	GJA4	GLB1L	GLIS3-AS1	GOLGA2P5	GPC5-AS1	GYG2P1	HHLA2	PLAAT2	HYDIN	IFT46	IFT57	IFT80	IFT81	IFT88	IKZF4	IL20RA	IL5RA	INPP5B	IQCA1	IQCD	IQCH	IQUB	ITGAL	ITGBL1	KATNB1	KCNB1	KCNE1	KCNMB2	KCNRG	CFAP92	TRMT9B	KIAA2012	KIF17	KIF19	KIF27	KIF3A	KIF6	KIF9	KLF3-AS1	KLHDC9	KLHL32	KNDC1	KSR1	LDLRAD1	LGR4	LINC01571	LKAAEAR1	LMLN	AL513477.1	WAKMAR2	LINC02532	GIHCG	LINC02345	LINC02696	LINC01722	LINC00205	AC025171.1	LRIG1	LRRC10B	LRRC23	LRRC27	LRRC46	LRRC61	LRRC71	LRRC74B	LRRIQ1	LRWD1	LTBP1	LZTFL1	CFAP91	MAP9	MAPK15	MAPRE3	MARCHF10	MAT1A	MB	MDH1B	MDM1	MIPEPP3	MLF1	MLLT1	MLPH	MOB1B	MORN2	MORN3	MPDZ	MRLN	MS4A8	NBEA	NEK10	NEK5	NELL2	NHLRC4	NOVA1	NPHP1	NPIPA1	NRP2	NWD1	NXF3	ODF3B	OR7E37P	OSGEP	OTUD1	OXTR	P4HTM	PACRG	PECR	PFN2	PHTF1	PIH1D2	PLCB2	PLCG2	PLEKHS1	PNO1	POLQ	PPP1R36	PPP1R42	PRICKLE2	PRICKLE2-AS3	PRR29	PRUNE2	PSENEN	PTOV1-AS2	PTPRT	PTRH1	PZP	QTRT1	RABL2A	RABL2B	RAET1E	RARB	RASA3	RBM38	RGS22	RHPN1	RIBC1	RIBC2	RIIAD1	RITA1	RNASE4	RNLS	ROPN1L	RPGRIP1L	RRAD	RSPH1	RSPH4A	RSPH9	RUVBL1	SAMD15	SAXO2	SCGB2A1	SDF2L1	SGMS2	SHANK2	SIAH3	SLC12A7	SLC13A3	SLC22A16	SLC22A18	SLC25A29	SLC27A2	SLC41A1	SLC44A4	SLC6A9	SLC7A2	SLC9A4	SMPD2	SMPD3	SNORA7B	SNTN	SNX13	SNX29	SNX7	SPA17	SPAG1	SPAG17	SPAG6	SPAG8	SPATA17	SPATA18	SPATA4	SPATA6L	SPATS1	SPEF1	SPEF2	SSBP4	SSUH2	ST6GALNAC2	STK33	STMND1	STOML3	STX2	STX7	SVOPL	SYBU	SYNE1	SYT10	SYTL3	TBC1D31	TCTEX1D1	TCTN1	TEKT2	TEKT3	TEKT4	TFF3	TGM3	TIMM10B	TMC5	TMEM151B	TMEM190	TMEM231	TMEM232	TMEM234	TMEM45B	TMEM67	TNFRSF19	TP73	TRIM37	TRMT1	TRPC1	TSNAXIP1	TSPAN15	TSPAN19	TTC16	TTC21A	TTC23L	TTC25	TTC26	TTC30A	TTLL6	TTLL7	TTLL9	TUBA4B	TXNDC11	UBE3D	UBXN10	UBXN11	USP2	USP24	USP51	VWA3A	VWA3B	WARS1	METTL27	WDR19	WDR38	WDR54	WDR5B	WDR63	WDR78	WDR90	WFDC3	WNT16	ZBBX	ZBED4	ZBED5-AS1	ZMYND10	ZMYND12	ZNF273	ZNF322	ZNF440	ZNF674	ZNF688
GAO_ESOPHAGUS_25W_C2_KRT6BPOS_SECRETORY_PROGENITOR_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_ESOPHAGUS_25W_C2_KRT6BPOS_SECRETORY_PROGENITOR_CELLS	ADAM28	ADM	AGFG2	APOBEC3A	ARNTL2	ATP10B	BAHD1	BLNK	CACNB1	CALHM2	YJU2	CDKN2A	CEACAM1	CTSV	CYP2B7P	DUOX2	DUOXA2	DUSP10	DUSP5	EPS8L1	GAN	GBP4	GDPD3	GIT2	GK	GPR160	GPRC5A	GPT2	HDAC9	HOPX	HTRA2	IGF2BP2-AS1	ISG15	KRT78	KYNU	LINC01559	LIPH	MACC1	MANSC1	MBD6	MCPH1	MID2	MNX1	MUC21	MUC3A	NCCRP1	NTHL1	NTN4	OAS1	PDE9A	PDP1	PDZK1IP1	PRSS22	PRSS27	PRSS8	RNF103-CHMP3	S100A8	SECTM1	SLC15A1	SLC6A14	SPNS2	SPRR2A	ST3GAL4	STEAP4	TBC1D2	TGM2	TMPRSS11B	TMPRSS11D	TMPRSS11E	TOR1B	USP6NL	VASN	VCPKMT	XDH	ZFAND2A	ZNF503-AS1	ZNF710
GAO_ESOPHAGUS_25W_C3_FGFR1LOW_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_ESOPHAGUS_25W_C3_FGFR1LOW_EPITHELIAL_CELLS	ACSF3	ARRDC2	C19orf48	CCDC15	CD52	CD69	CDIP1	CLCA2	CLOCK	CRTC1	CYTIP	DCAKD	DIAPH3	DNAJC4	FABP3	FAM126A	SHLD2	DIPK1B	GAS2L1	GAS7	GPC1	IL10RA	IRGQ	ISYNA1	L3MBTL3	LAPTM5	AP006621.3	LPXN	LTV1	MBNL3	MCUR1	MFSD3	NDRG4	NUP160	NUP35	PEX11A	PHTF2	PIP4K2A	PPP1R9B	PWWP2A	RALY-AS1	RBSN	RNF166	RPL39L	SH3KBP1	SLC2A3	SPATC1L	TCF7	TET1	TMEM183A	TRAF1	ZNF142	ZNF462
GAO_ESOPHAGUS_25W_C4_FGFR1HIGH_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_ESOPHAGUS_25W_C4_FGFR1HIGH_EPITHELIAL_CELLS	AARS1	ABHD8	ABI3BP	ACKR1	ACOT9	ACP3	ADAM22	ADAM33	ADAMTS1	ADAMTS2	ADAMTSL1	ADGRB2	ADGRD1	ADGRL3	AFAP1L2	AOX1	APCDD1L-DT	ARHGAP10	ARHGAP30	ASB2	ASPA	ATP1A1-AS1	ATP9B	ATXN1L	BMP1	ARMH4	C17orf100	CA2	CADM4	CDC23	CDK5RAP1	CERS3	CHRDL1	CILP	CISD3	CMTM3	COL16A1	COL17A1	COL5A3	COLEC12	CPZ	CRKL	CRMP1	CSAD	CTSK	CYP1B1	DAGLA	DCHS1	DDX31	DGUOK-AS1	DLC1	DLK1	DOCK11	EGR2	ELOVL6	ERMARD	PHETA1	INKA1	DENND10	FAM83C	FBN1	FBXO4	FBXO44	FECH	FGFR1	FKBP10	FKBP7	FLRT2	FNDC5	FOXF1	FRRS1	FSIP2	FURIN	FZD10-AS1	GABBR1	GALT	GARNL3	GAS1	GFRA1	GHR	GLT8D2	GPR37	GRK5	HAUS2	HHAT	HIC1	HMCN2	HSPA1L	IFFO1	IKBIP	ISLR	JAM2	JAM3	KCTD15	KDELR3	KLHL21	KLHL31	LAMA2	LCAT	LETMD1	LHFPL6	LINC00330	SLC9A3-AS1	LINC02256	LPAR4	LUM	ETFRF1	MED20	MED29	METTL17	METTL25	MFAP4	MFAP5	MMP2	MN1	NCBP1	NOD1	NOM1	NOMO1	NRP1	OGFOD3	P3H3	PAMR1	PBK	PCDH18	PCDH9	PCOLCE	PCSK6	PDGFRB	PDGFRL	PI15	PI16	PIANP	PIGK	PKDCC	PLEKHG5	PLXNC1	POLL	POSTN	PRKG2	PSMG3-AS1	PTBP2	RARRES2	RTL5	RIC1	ROBO3	RWDD2A	SCARA5	SDHAF4	SEH1L	SH3PXD2B	SH3TC2	SHQ1	SLC16A2	SLC35A1	SLC37A4	SLC45A1	SLIT3	SNHG15	SNX10	SNX21	SOCS2	STARD9	STAT5B	SVEP1	SYT1	TADA2B	TARS3	TBC1D8B	TENM4	TGFBR3	THBS2	TMEM132A	ARHGAP42	TMEM144	TMSB15B	TNFAIP6	TPGS1	TRERF1	TRIM6	TRIM65	TRIO	TROAP	TSPAN4	TTK	U2AF2	USP32P2	USP49	VCAM1	VSTM4	WARS2	XPNPEP2	ZBTB17	ZDHHC8	ZFHX4	ZKSCAN3	ZNF354A	ZNF436	ZNF512	ZNF546	ZNF587	ZNF628	ZNF700	ZNF761	ZNF773	ZNF799	ZSCAN22	ZZEF1
GAO_STOMACH_24W_C1_PROCRPOS_MULTIPOTENT_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_STOMACH_24W_C1_PROCRPOS_MULTIPOTENT_PROGENITOR	ANKRD37	C2CD2	C7orf26	CASP3	CDC45	CENPQ	DDX31	DNAL4	DTX3L	FAM229A	GJC2	GPT2	H2AX	KIAA1586	KLHL11	LGSN	LRRC57	MAML2	MTA1	MTOR	NUDT8	PITPNM2	PLD1	PLK4	POMT2	PPIH	PWWP2B	RPE	SCARF2	SGK1	SLC25A38	SLX4IP	SNX7	TRAF4	UBE2S	ZFAND1	ZFP41	ZNF143	ZNF354C	ZNF571
GAO_STOMACH_24W_C2_TFF2POS_MULTIPOTENT_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_STOMACH_24W_C2_TFF2POS_MULTIPOTENT_PROGENITOR	SUPT7L	ECE1	PTP4A3	TCIM	PROM1	TBC1D15	UBE2D1
GAO_STOMACH_24W_C4_PARIETAL_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_STOMACH_24W_C4_PARIETAL_PROGENITOR	CCDC80	ANXA1	CFH	H6PD	FKBP14	KERA	FGD5	HBB
GAO_STOMACH_24W_C5_PUTATIVE_PIT_CELL_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_STOMACH_24W_C5_PUTATIVE_PIT_CELL_PROGENITOR	ACTC1	ADRA1D	AK4	ALDH1B1	BARX1	BCL11A	BCL2	BMPER	CAPS	CFAP221	CFL2	CNN1	CORO1C	DHX35	DIXDC1	TAFA4	FBXO32	GBP2	HACD1	HSPB8	IL17B	KCNMB1	LAMA5	LDB3	LIMS2	LRP5	LRRFIP2	MICALL1	MVB12B	NFIX	NPB	NRXN3	OLR1	P2RX4	PIPOX	PPP1R14A	RASSF3	RTL5	RPRD1B	RSPO3	SBSPON	SETD1B	SGCA	SLC24A3	SLC2A4	SMG8	SRF	TIMM17A	TMEM47	TMEM51	TNFAIP8	VSNL1	WFDC1	WIF1	YBEY
GAO_STOMACH_24W_C6_PIT_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_STOMACH_24W_C6_PIT_CELL	ADAMTS6	BLOC1S3	DCUN1D3	FAHD2B	GALNT7	GREM2	MBD1	NTN1	RBL1	RSPO2	SALL4	TMEM135	ZNF747
GAO_SMALL_INTESTINE_24W_C1_TUFT_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_SMALL_INTESTINE_24W_C1_TUFT_PROGENITOR	ARG2	CCL2	GSS	H1-0	HOXA5	IER3	ANAPC1P2	NECAP1	TPM2	TUBA8	ZNF609
GAO_SMALL_INTESTINE_24W_C2_PROCRPOS_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_SMALL_INTESTINE_24W_C2_PROCRPOS_PROGENITOR	CD248	CDH9	CUEDC2	FLRT2	GPC3	GPX7	IGFBP5	IL11RA	ITM2A	LHFPL6	LRRC17	MEOX2	MFAP4	MGP	PCOLCE	PI15	PLAC9	PRAF2	RAB23	RAMP2	RCN3	SFRP2
GAO_SMALL_INTESTINE_24W_C3_ENTEROCYTE_PROGENITOR_SUBTYPE_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_SMALL_INTESTINE_24W_C3_ENTEROCYTE_PROGENITOR_SUBTYPE_1	AADAC	ADH1C	ATP2A1	BOP1	C17orf78	CA3	CAMKV	CASC2	CCL25	CD24	CDK5	CHCHD10	COMMD1	CYP2J2	DMBT1	DNAJC14	DRG2	DUS3L	ENPP4	FCSK	GCNT1	GSTA1	GSTA2	HDDC3	KIF26B	MATN1-AS1	MGST1	NR5A2	PCYOX1L	PEX14	PIGH	PLEK2	POF1B	PRR15	PRR15L	RNASE6	SCARNA2	SLC2A1	SLC35A4	SLC35C2	SLC51B	ST20	STARD13-AS	TATDN1	TSPAN8	TTR	VPS26B	ZNF586
GAO_SMALL_INTESTINE_24W_C4_ENTEROCYTE_PROGENITOR_SUBTYPE_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_SMALL_INTESTINE_24W_C4_ENTEROCYTE_PROGENITOR_SUBTYPE_2	ABCC2	ABRACL	ACP5	AFP	AGT	ALDOB	ALPI	ANXA4	AOC1	APOA1	APOA4	APOB	APOC3	AQP1	ASAH1	ATP1B3	C11orf86	C8G	CELP	CFB	CFI	CHST13	CNKSR1	CTSA	DAB1	DDC	DOK7	DPEP1	DPP4	EMB	ENPP7	ETNK2	FABP2	FAH	FAM110C	FBP1	FBXO2	G0S2	GCHFR	GJB1	GLRX	GOLT1A	HHLA2	IFI30	IL22RA1	IL32	KEL	MYORG	MAMDC4	MEP1A	METTL7B	MFSD2A	MS4A8	MST1	MUC13	MYO1A	NAGS	NPL	NR0B2	OCIAD2	OSGIN1	PLAGL2	PNCK	PNP	PON2	PP7080	PRSS3	RAB25	RARRES1	RBP2	RBP4	RGN	RNF128	RNF186	S100A9	S100G	SEC11C	SERPINA4	SLC34A3	SLC46A3	SLC5A9	SLC6A19	SLC7A7	SMIM1	SMIM24	STARD5	SULT1B1	TGM2	TM4SF20	TMEM144	TMEM86B	TREH	TSPAN13	UGT3A1	VTN	XPNPEP2	ZDHHC12
GAO_SMALL_INTESTINE_24W_C6_GOBLET_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_SMALL_INTESTINE_24W_C6_GOBLET_CELLS	ABCA4	ACSS2	ATAD5	BCAS1	C8orf44	CCDC160	CENPM	CFHR4	CLCA1	ERN2	ESR1	FAM193B	FAM3B	FCGBP	LINC01994	FUT6	GRPEL2	GSN	GSTCD	HEPACAM2	KLK1	KRT19	GAU1	MAGEF1	MCM3AP-AS1	MSANTD2	MT1M	MUC2	MYO1F	NEURL1	PAX3	PLEKHG6	REG4	REP15	RNASE1	SPDEF	SPINK4	SRP72	ST6GALNAC1	STARD10	STXBP5-AS1	SYP	TFF1	TSPYL5	VAMP4	ZBTB24
GAO_SMALL_INTESTINE_24W_C7_SECRETORY_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_SMALL_INTESTINE_24W_C7_SECRETORY_PROGENITOR	ABCA7	ADAMTS16	AMER3	BANK1	BCAM	C12orf71	C7orf66	CACNB4	CC2D2A	CCDC146	CHD5	CHM	COL9A3	CSN2	EPHA10	EVC2	EZH1	FADS6	FOXD2	GABRB2	GAD2	GLIS3	GNAO1	H1-10-AS1	HCN1	HTR1D	KCNQ2	KCNT2	CIP2A	KIF1A	LAMA1	LHX9	LINC00299	LINC00368	LINC00639	LINC01289	AC107622.1	MX1	OGFRL1	OR4N3P	POU2AF1	PTPN13	RASAL2-AS1	SRPX2	SV2B	SYT16	TBC1D22A-AS1	TCEANC2	TMEM201	ZNF23	ZNF385B	ZNF662
GAO_SMALL_INTESTINE_24W_C9_ENTEROENDOCRINE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_SMALL_INTESTINE_24W_C9_ENTEROENDOCRINE_CELL	ACBD4	ACSM1	AKR1D1	AOX1	APCDD1	ARSI	ASB8	BEND4	ARMH4	C1QTNF3	C20orf197	SCP2D1-AS1	CHMP1B2P	CPA1	CPZ	DPT	ELANE	FAM162B	FBXL7	GFRA2	HOXC11	LINC02208	ISLR	ITIH4-AS1	KCNAB1-AS1	LINC00298	LINC00942	LINC01354	LOX	LSAMP-AS1	MADCAM1	MEI4	METTL1	MSC	NANOS1	NTF3	P4HA2-AS1	PCDH8	PLSCR5	POMGNT2	PPP1R18	PRDM14	RASA1	RFX3-AS1	RTL5	RHBDD1	RPL23AP82	SACS	SH3GL1P1	SHISA3	SLC36A4	TOE1	TRIM62	TRIQK	TRPC3	TTLL3	WHAMMP3	ZBBX	ZNF503-AS1	ZNF608
GAO_LARGE_INTESTINE_24W_C1_DCLK1POS_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_LARGE_INTESTINE_24W_C1_DCLK1POS_PROGENITOR	ADAMTS1	ADAMTS2	ADAMTS4	ASPN	AZIN2	BASP1	BOC	C1QTNF3	C1QTNF6	C1R	C1S	C3	C7	CCDC80	CCL2	CERCAM	CLDN11	CLEC11A	COL14A1	COL16A1	COL1A1	COL1A2	COL3A1	COL5A1	COL5A2	COL6A6	COL8A1	COLEC12	CPXM1	CPZ	CSF1	CTHRC1	CYBRD1	DCN	DPT	FAM126A	FBLN1	FNDC1	FZD1	GBP1	GBP1P1	GFRA2	GPC6	GSTM5	HAPLN3	HTRA1	ICAM1	IFI6	IFIT2	IFIT3	ISLR	LAMA2	LOX	LPAR1	LRRC17	LUM	MAPK10	MATN2	MGP	MMP2	MRC2	MX1	MYC	NGFR	NNMT	OGN	OLFML1	PAMR1	PCOLCE	PDGFRL	PDPN	PHC1	PIEZO2	PLAGL1	PRICKLE1	QSER1	RCN3	RERG	SCN7A	SCUBE2	SERPINF1	SERPING1	SFRP1	SFRP2	SPARC	SPON1	SPON2	SPTLC3	SRPX	SVEP1	THBS2	TMEM59L	TNFAIP6	TPST1	TTYH2	VASN	VCAM1	VCAN	ZNF469
GAO_LARGE_INTESTINE_24W_C2_MKI67POS_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_LARGE_INTESTINE_24W_C2_MKI67POS_PROGENITOR	ACVRL1	ADGRF5	ANLN	APLNR	APOLD1	ARAP3	ARHGAP29	ARHGEF6	ASPM	AURKB	BGN	BIRC5	CALCRL	CASP10	CCNA2	CCNB1	CCNB2	CD248	CD34	CD93	CDC20	CDH5	CDK1	CDKN3	CENPF	CENPW	CLDN5	CLEC14A	CLEC3B	DIPK2B	CYYR1	DLGAP5	EBF1	ECSCR	EGFL7	EMCN	ENG	ERG	ESAM	F2R	FABP4	PIMREG	FLT1	FOXC1	FZD4	GIMAP4	GIMAP6	GIMAP7	GNG11	HEG1	HIP1	H4C3	HMCN1	HSPA12B	HYAL2	INPP5D	IQGAP3	JAG2	JAM2	KDR	KIF20B	KNSTRN	LDB2	LMCD1	CRIM1-DT	LRRC32	LRRC8C	MKI67	MMRN1	MMRN2	MXD3	MYCT1	NCAPD3	NDC80	NOS3	NRN1	NRP1	NUF2	NUSAP1	PALMD	PCAT19	PECAM1	PHF19	PLVAP	PODXL	PRC1	PTPRB	PTTG1	RAMP2	RAMP3	RGCC	RHOH	ROBO4	RRM2	SEC14L1	SERPINE2	SHE	SLCO2A1	SOX18	TACC3	TAL1	TFPI	TIE1	TK1	TM4SF1	TOP2A	TPX2	TRAIP	TROAP	TSPAN7	UBE2C	UBE2T	VWF
GAO_LARGE_INTESTINE_24W_C4_PROM1LOW_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_LARGE_INTESTINE_24W_C4_PROM1LOW_PROGENITOR	GJC1	MEIS3	PTGES3L	PART1	ALCAM	SGCA	RAB9B
GAO_LARGE_INTESTINE_24W_C5_LGR5POS_STEM_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_LARGE_INTESTINE_24W_C5_LGR5POS_STEM_CELL	ACAD10	ACVR1C	ADH1C	ARSL	ATP10B	C16orf89	C6orf136	CDCA7	CFTR	CHMP4C	CHP2	CLDN15	CLDN2	CPA6	DAPK2	DDC	EFNA3	EVPL	F2RL1	FOXD2-AS1	GATA6-AS1	GDF15	GJB1	GJB2	GOLT1A	GPX2	HNF1A	HSD17B2	ITPKC	LEFTY1	LGR5	LHFPL3-AS2	LIPG	LY6G6D	MGST1	MYOM3	NOX1	OLFM4	PCSK9	PDZD3	PKP2	PLAGL2	PLEKHH1	PPP1R1B	PTGDR	RGMB	RNF157	RNF186	SFN	SLC27A2	SLC38A4	SLPI	SOX9	SULT1B1	TAF4B	TMEM171	TSPAN8	URB1-AS1	ZBED9	ZNF296
GAO_LARGE_INTESTINE_24W_C6_SECRETORY_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_LARGE_INTESTINE_24W_C6_SECRETORY_PROGENITOR	APOE	ARHGAP4	BCYRN1	C1orf174	FAN1	ITGAX	L3MBTL2	MBTPS1	MECOM	NCF1B	NRIP2	PJA1	PLXND1	PP7080	RPS18P9	SFXN1	STAB1	SYNE1	TYMP	WASHC1	WASH3P	YARS1
GAO_LARGE_INTESTINE_24W_C7_GOBLET_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_LARGE_INTESTINE_24W_C7_GOBLET_PROGENITOR	ARL14	ATP6V1H	C16orf87	CHKB	CHST5	FOXA3	GALNT5	GPRIN2	ICA1	ELAPOR1	NFX1	PURA	REG4	SLC39A7	SPINK4	TSPAN15	WFDC2	ZG16B
GAO_LARGE_INTESTINE_24W_C8_GOBLET_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_LARGE_INTESTINE_24W_C8_GOBLET_CELL	ANO7	ATP2C2	B3GNT6	BCAS1	CAPN8	CEACAM5	CEACAM6	CHGA	CLDN8	DHRS9	ENTPD8	ERN2	FAM110C	FER1L6	GALNT3	GPA33	HLA-F	IFI27	LGALS9C	MAP7	MLPH	MUC4	MUC5B	OSBPL7	PLCD1	PLEKHA6	PTPRN2	RASEF	SBNO1	SCNN1A	SLC17A5	SLC37A1	SORL1	SPDEF	STXBP5-AS1	SYT7	SYTL2	TSPAN1	UGT2B7	ZG16	ZMYND8
GAO_LARGE_INTESTINE_24W_C10_ENTEROCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_LARGE_INTESTINE_24W_C10_ENTEROCYTE	ANPEP	AOC1	AQP8	C21orf62	CA7	CDHR5	CEACAM7	CLDN23	CNKSR1	CYP2W1	CYP3A5	DGAT1	DPEP1	EFNA2	EPS8L3	GPANK1	GSTA1	GUCA2A	GUCA2B	HTATIP2	IGF2BP2	KCNJ5	LAD1	LPAR5	LRRC57	LYPD8	MALL	MAMDC4	MCF2L2	MLXIPL	MOGAT2	MSLN	MUC20	MYO1A	NBEAL1	NOXA1	NR1H4	NR1I2	PARP12	PLS1	PRAP1	PRSS3	RARRES1	RNPC3	SI	SLC13A1	SLC15A1	SLC35D2	SLC41A2	SLC6A19	SMIM24	SPIB	STEAP1	TMEM45B	TONSL	ZNF264
GAO_LARGE_INTESTINE_24W_C11_PANETH_LIKE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_LARGE_INTESTINE_24W_C11_PANETH_LIKE_CELL	ABCA1	ABCG1	ABI3	ACP5	ACTRT3	ADAP2	ADCY7	ADCY9	ADGRG5	AIF1	AOAH	APOBEC3A	ARHGDIB	ARL4C	ARRB2	ATF5	ATP11A	ATP1B3	ATP6V1B2	BCL2A1	BIRC3	BTK	C1QA	C1QB	C1QC	C2	C5AR1	CASP1	CCDC134	CCL3	CCL4	CCR1	CD14	CD163	CD163L1	CD180	CD209	CD300A	CD300E	CD33	CD37	CD4	CD40	CD48	CD53	CD68	CD74	CD83	CD84	CD86	CEBPB	ADA2	CFP	CH17-340M24.3	CHI3L1	CLEC10A	CLEC2B	CLEC4G	CLEC7A	CMKLR1	CNEP1R1	CORO7	COTL1	CPVL	CR1	CREG1	CSF1R	CSF2RB	CSF3R	CTSC	CTSL	CTSZ	CXCL10	CXCL16	CXCL2	CXCL3	CXCL8	CXCL9	CXCR4	EOLA1	CYBB	CYTH4	DAB2	DNAJA4	DNASE1L3	DOCK2	DOK2	DUSP2	DUSP6	EBI3	EDEM1	EIF4A3	EVI2B	EYA2	F13A1	FAM110A	FAM168A	ABRAXAS2	CALHM6	CYRIA	RIPOR1	FCER1G	FCGR1A	FCGR2A	FCGR3A	FERMT3	FES	FGD2	FGL2	FLI1	FMNL1	FPR1	FYB1	GATM	GBP5	GFRA2	GGTA1P	GLA	GM2A	GMFG	GNL3	GNPDA1	GPR132	GPR137B	GPR34	GPR65	GPSM3	HAVCR2	HCAR2	HCAR3	HCK	HCLS1	HCST	HLA-DMA	HLA-DMB	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HMOX1	HPGDS	HSPA6	ICAM1	ICAM4	IFI30	IFNGR1	IGSF6	IKZF1	IL10	IL1A	IL1B	IL1R2	IL1RN	IL23A	IL4I1	INHBA	INPP5D	IPMK	IRF8	IRS2	ITGAM	ITGAX	ITGB2	ITGB2-AS1	JMY	RUBCNL	KIAA0930	KLHDC7B	KYNU	LAPTM5	LAT2	LCP1	LCP2	LGMN	LILRB1	LILRB2	LILRB4	LILRB5	LINC00996	LIPA	LMO2	AL008729.1	WAKMAR2	AC068587.4	LPAR6	LPCAT1	LSP1	LST1	LY86	LYN	LYPD3	LYVE1	LYZ	MAF	MAFB	MANBA	MARCHF1	MCOLN1	MERTK	METAP1D	METRNL	MFSD1	MMP9	MPEG1	MRC1	MS4A4A	MS4A6A	MS4A7	MTHFD2	NAIP	NAMPT	NCF1	NCF1B	NCF2	NCF4	NCKAP1L	NDST2	NFAM1	NFKBIE	NINJ1	NINJ2	NLRP3	NPL	NR4A2	NR4A3	NSMAF	NUFIP1	ODF3B	OGFRL1	OSM	PDE4B	PELI1	PFKFB3	PGD	PIK3AP1	PLA2G7	PLAU	PLAUR	PLCB2	PLCG2	PLEK	PLIN2	PLXNC1	PPIF	PRKCB	PRMT9	PTAFR	PTGS2	PTPRC	PTPRE	RAC2	RAP2B	RASGEF1B	RASSF5	RGS19	RHBDF2	RIC1	RILPL2	RIPK2	RNASE6	RNF144B	RSAD2	RUNX3	SAMSN1	SECTM1	SFMBT2	SGK1	SGPP1	SH2B3	SIGLEC1	SIGLEC11	SLA	SLAMF7	SLAMF8	SLC15A3	SLC1A4	SLC23A2	SLC25A37	SLC35F6	SLC37A2	SLC7A5	SLC8B1	SLC9A9	SLCO2B1	SLFN11	SNN	SNX10	SNX20	SOD2	SPI1	SPIC	SPPL2A	SRGN	ST3GAL5	STAB1	STK26	STX11	TBXAS1	TFEC	THBD	TLR2	TLR4	PACC1	TNF	TNFAIP2	TNFAIP3	TNFRSF1B	TNFSF13B	TPP1	TRAF1	TSPAN33	TYROBP	UAP1L1	UCP2	UVRAG	VAV1	VPS9D1	WAS	WDFY2	WDFY4	WIPF1	ZNF267	ZNF331
GAO_LARGE_INTESTINE_ADULT_CA_ENTEROENDOCRINE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_LARGE_INTESTINE_ADULT_CA_ENTEROENDOCRINE_CELLS	ABAT	ACP3	ADAMTSL2	ADCY1	AFF3	AGTR1	AKAP6	ALPK3	AMER3	AMIGO2	ANK2	AOAH	AP3B2	APBB1	APLP1	APOD	ARC	ARHGEF38-IT1	ARNT2	ARVCF	ASPA	ATP6V1C2	B3GAT1	BAIAP3	BCAS4	BEX1	BMPER	BMPR1B	BNIP3	BTBD11	CFAP300	BMERB1	C19orf44	C1orf127	C2CD4B	C3orf14	C7	CACNA1A	CACNA1C-AS1	CACNA1D	CACNA2D1	CADPS	CALML3-AS1	CAMK2B	CAMK2N2	CASC1	CASR	CBLN1	CBLN2	CBX6	CCDC181	CCDC40	CCDC74A	CCDC74B	CDH22	CDHR3	CDK5R2	CDKN2A	CEP126	CEP170	CES1	CFC1	CHGB	CHRNB2	CNIH2	COL2A1	COL5A2	COL8A2	CPB1	CPE	CPLX2	CRYBA2	CTNND2	CXCL6	CXXC4	DIRAS3	DRICH1	DUSP26	DUSP4	DZIP3	EFCC1	ELAVL4	ENKD1	ENPP2	ETV1	F5	ALKAL1	TAFA5	FAP	FAR2P2	FBLL1	FBXL16	FEV	FFAR2	FGFBP3	FGFR1	FMN2	FRMD6	FRY	FSTL4	FTX	GALR1	CASTOR3	GDF11	GFRA3	GJA4	GLIS3	GLYATL3	GNAO1	GNAZ	GNG2	GOLGA7B	GPR173	GPRASP1	GPRIN1	TAMALIN	GSG1	GULP1	HDAC9	HOPX	IGFBP3	INSL5	INSM1	ISYNA1	JAZF1	KCNC1	KCNH2	KCNH6	KCNH8	KCNJ3	KCNK3	KCNMB2	KIAA0319	KIAA0895	KIF1A	KIF26A	KIF5C	KL	KLRC2	KRT40	LARP6	LCN15	LINC00643	LINC00670	LINC01014	LINC01571	LMX1A	AC011444.1	LINC02593	LINC01725	AC012349.1	LINC02712	AC010478.1	AC055839.2	LRRC36	MAFA	MAMSTR	MAP1B	MAP2	MAP6	MAP7D2	MAP9	MAPK8IP1	MAPK8IP2	MAPRE3	MARCHF4	MARK1	MCOLN3	MLXIPL	MMP2	MS4A8	MSI1	MTCL1	MTURN	NAB2	NBEA	NCALD	NCKAP5	NEFL	NEUROD1	NFASC	NINL	NKX2-2	NOL4	NPY1R	NRP1	OGDHL	OR51E2	OSCP1	PALMD	PAM	PAPPA2	PAX4	PAX6	PCBP4	PCDH9	PCLO	PCSK1	PCSK1N	PDE2A	PDX1	PEG10	PF4V1	PGAM2	PITX3	PLCXD3	PLXND1	PNPLA3	PPFIA2	PRAF2	PRKD1	PRPH	PSCA	PTK7	PTPRN	QPCT	RAB3C	RAI2	RAMP1	RAPGEF4	RASA4	REG4	RFX3	RFX6	RGS4	RGS9	RIIAD1	RIMBP2	RIMS2	RNF183	RTN1	RUNDC3A	SAMD3	SCAMP5	SCG2	SCG3	SCG5	SCGN	SCN3A	SCRN1	SCT	SDK2	SEMA3G	SETBP1	SEZ6	SLAIN1	SLC15A1	SLC16A12	SLC16A2	SLC18A1	SLC25A27	SLC26A4-AS1	SLC26A7	SLC29A4	SLC38A11	SLC5A8	SLC7A2	SMARCA1	SMOC1	SNAP25	SOGA3	SOX12	SPART	SPHK1	SPOCK1	SPRED3	SPTBN4	SSTR5-AS1	ST18	STK33	STMN2	STMN3	STX1A	STXBP5L	SV2C	SYN1	SYNPR	SYP	SYT1	SYT4	SYT5	TAF6L	TCEAL3	TDRP	TFPI	TGM3	THSD7A	TM7SF2	TMEM132D	TMEM198	TMEM63C	TMOD1	TNNC1	TPH1	TRAM1L1	TSPAN5	TTC23L	TTC41P	TTR	TUBA1A	TUBB2B	UCN3	UNC13A	VAT1L	VGF	VNN3	VWA5B2	WASF3	WDR63	ZFR2	ZNF460	ZP2
GAO_LARGE_INTESTINE_ADULT_CE_OLFM4HIGH_STEM_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_LARGE_INTESTINE_ADULT_CE_OLFM4HIGH_STEM_CELL	AADACP1	ABCA9	ABCB6	ABCG1	ACSL1	ADAP2	ADGRF2	ADH1A	ADHFE1	AIRE	AKR1D1	ALKBH1	AMER2	ANKDD1B	ANKMY1	ANKS1B	ANTXR1	AOC3	AP3M2	APBB1	APOBEC3A	AQP11	ARNTL	ARRB2	ATP1A2	ATP6V0D2	AUNIP	B4GALNT4	B4GALT6	BAG2	BARX2	BCAM	BCL6	BEGAIN	BLM	BNC2	C11orf96	C14orf132	C16orf95	C17orf97	CATSPERE	C1orf226	C2CD4C	C2orf74	C5AR1	C7	CACNA1C	CACNA1I	CACTIN	CAND2	CASQ2	CBX7	CCDC170	CD28	CD300E	CD36	CDC20B	CDC45	CDH6	CDKL2	CECR2	CENPE	CEP152	CGNL1	CHIC1	CHST13	CLEC16A	CLEC19A	CMPK2	CMYA5	CNBD2	CNNM1	CCNP	COL4A6	COL5A1	COL6A4P2	CPB2-AS1	CPED1	CPT1B	CTBP1-AS	CTIF	CTSZ	CTU1	CX3CL1	CXCL5	CYP2B6	DAND5	DCBLD1	DCDC2	DGAT2	DGKG	DHX57	DLST	DNAH5	DNAJC9-AS1	DUSP16	EFR3B	ELOVL5	ENTPD1-AS1	EPG5	EPGN	EYS	FAM185A	INKA2-AS1	RIPOR2	FAM71E1	FAM86B3P	FAM89A	FFAR2	FILIP1L	FLJ31104	FOXL2NB	FOXP2	FPR1	GAS6-DT	GATA2	GBGT1	GFI1	GINS1	GJC1	GNA12	GOLGA8H	GPC6	GPR1-AS	GREM1	GRIP2	GSDMA	GTF2IRD1	GUCY1A1	HACE1	HAR1A	HAUS8	HCAR2	HCN3	HEG1	HIVEP1	HLA-DQB1	HLA-DRB6	HMCN2	HNRNPKP3	HOXD4	HSD17B7P2	HSPA4L	HTR4	IFIT2	IFIT3	IKZF4	IL10RB-DT	IL23A	IL4I1	INTS2	IRAK2	KCNA5	KCNA7	KCNH8	KCNIP4	KCNQ4	KIF14	KIF21B	KLF7	KLHL25	KLHL32	KRBOX4	KRT18P55	LATS2	LCA10	LIG4	LIMS2	LINC00174	LINC00311	LINC00471	LINC00485	LINC00598	LINC00887	LINC00970	LINC01012	LINC01179	LINC01191	LINC01247	CCDC80	LINC01315	LINC01426	LINC01448	LINC01492	LINC01551	LIPE	LMNB1	TMEM30A-DT	VPS33B-DT	LINC01804	AC036214.1	LINC02016	LINC02681	AC091806.1	LINC02202	AL109946.1	AL590428.1	AP002001.1	LINC02087	AC138649.1	AC011487.2	BASP1-AS1	LINC02245	AP000708.1	AL513318.2	LOXL1	LRRC20	LRRC73	LST1	LTB	LYRM9	MAMLD1	MAP2	MAPK11	MEIS3P1	MEOX2	MEX3B	MEX3D	MLXIPL	MPL	MPP7	MS4A10	MS4A7	MSANTD4	MSLN	MSX1	MTUS2	MUC5AC	MYBPC3	MYH11	MYT1	NANOS1	NBR2	NFATC1	NFATC4	NIN	NKX3-1	NPHP4	NRGN	NRIP2	OBSCN	OGFR	OR1N2	OR5M9	OR7D2	OR7E12P	OVCH1	OXER1	OXGR1	PAXBP1-AS1	PCED1B	PDGFRB	PDZD4	PFN1P2	PHKA1	PHLDA3	PIPSL	PKP1	PLA2G4E	PLEK	PLXDC1	PLXNC1	PMCHL2	POLQ	POLR3G	POM121L10P	PPEF2	PPIEL	PPP1R37	PREX1	PRND	PRPF4	PRR12	PRR7	PSORS1C1	QKI	QRFPR	RAB11FIP3	RAB36	RALYL	RAMP3	RBBP9	RBM26-AS1	RBP7	RBPMS	RCAN2	RDH8	RHBDL3	RMI2	RNF215	RPS2P32	SAP25	SCN11A	SDK1	SENP3	SERPINB5	SERPINI1	SH2D7	SKI	SLC12A4	SLC16A14	SLC18A1	SLC1A2	SLC22A8	SLC24A4	SLC7A14	SLC9A7P1	SNTA1	SNTN	SPESP1	SSPN	ST3GAL5	SV2B	SYNPO	SYNPO2L	TBC1D25	TBKBP1	TBX2	TCTN2	TDRD5	TEKT5	TEX11	THAP8	TIMP4	TLR1	TMEFF2	TMEM102	TMEM169	TMEM178A	TMEM239	TMEM47	TMEM91	TNFSF15	TOX2	TRNP1	TRPV6	TSPYL5	TTK	TUBA8	UBOX5	UHRF1	UNC5CL	VASN	VMAC	WFDC10B	WFDC3	WIPF3	WNT11	WNT9B	ZBED9	ZC3H7B	ZDBF2	ZDHHC8P1	ZFPM1	ZNF17	ZNF227	ZNF234	ZNF25	ZNF316	ZNF324	ZNF334	ZNF467	ZNF565	ZNF618	ZNF653	ZNF674	ZNF674-AS1	ZNF697	ZNF709	ZNF740	ZNF75D	ZNF773	ZNF845	ZXDB
GAO_LARGE_INTESTINE_ADULT_CF_GOBLET_CELL_SUBTYPE_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_LARGE_INTESTINE_ADULT_CF_GOBLET_CELL_SUBTYPE_1	ARHGAP31	B3GNT6	CAPN9	CBFA2T3	CCNJL	FAM174B	FAM177B	FAXDC2	FER1L6	FFAR4	FRMD3	GALNT8	GPR153	KLK15	LRRC26	MB	MYRIP	PFKFB4	RASD2	SYTL5	TBX10	TPSG1	TRPA1
GAO_LARGE_INTESTINE_ADULT_CG_GOBLET_CELL_SUBTYPE_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_LARGE_INTESTINE_ADULT_CG_GOBLET_CELL_SUBTYPE_2	ACBD7	ADAMTS4	ANKRD45	ANTXR1	ARGFX	AZU1	BNC2	C1S	CEACAM22P	CLEC14A	DCN	DEFA4	DNAH5	DSC3	FERMT2	FGD5P1	ACTE1P	FYB1	FZD4	GABRB2	GAN	GNRHR2	GRM6	HAND2-AS1	LINC02078	IGFBP5	IL10	KCNMB4	KDR	KLRD1	LEMD1-AS1	LINC01205	LINC01448	AC008969.1	LINC01744	LINC02444	LRRN1	MCMDC2	MNDA	MPDZ	MUC19	NOS1	PTGIS	PXDC1	RNF212	RYR2	SLC36A2	SMIM17	SPACA6P-AS	ST8SIA1	SULT1C4	SYCP2	SYNPO2	VIPR2	VWF	ZFP42	ZNF114
GAO_LARGE_INTESTINE_ADULT_CH_MKI67HIGH_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_LARGE_INTESTINE_ADULT_CH_MKI67HIGH_CELLS	ANLN	APOBEC3B	ARHGAP11A	ARHGAP11B	AURKB	AZIN1-AS1	BIRC5	BUB1	BUB1B	TEDC2	HROB	CCDC74A	CCNA2	CDC25C	CDC45	CDCA2	CDCA3	CDCA5	CDCA8	CDH16	CENPA	CENPF	CENPH	CEP55	CHAF1B	CIT	CKAP2L	DDIAS	DDX11-AS1	DEPDC1	DEPDC1B	DIAPH3	DNA2	DSCC1	DTL	E2F8	ELAVL2	EME1	ERCC6L	ESCO2	ESPL1	EXO1	FAM111B	FAM201A	PIMREG	FANCB	FANCD2	FCAMR	FEN1	FOXM1	GJB7	GTSE1	H1-5	HJURP	HMMR	IQGAP3	CIP2A	KIF11	KIF15	KIF20A	KIF23	KIF2C	KIF4A	KIFC1	LINC00628	REXO5	LYPD5	MCM10	MKI67	MNS1	MYBL2	MYO3A	NCAPG	NCAPH	NDC80	NEIL3	NEURL3	NRM	NUF2	OIP5	PARPBP	PBK	PDIA2	PIF1	PKMYT1	PLK4	POC1A	RAD51	RAD51AP1	RAD54B	RAD54L	RDM1	RGP1	SERPINA6	SKA3	STAG3	TACC3	TDRKH	THAP10	TMEM237	TMPO-AS1	TOP2A	TPX2	TRIP13	TROAP	UBL7-AS1	ZNF599
GAO_LARGE_INTESTINE_ADULT_CI_MESENCHYMAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_LARGE_INTESTINE_ADULT_CI_MESENCHYMAL_CELLS	A1BG	ABCB9	ABI3	ACAP1	ADA	ADAM19	ADAM28	ADAM8	ADGRG5	AIM2	ALOX5	ALOX5AP	AMPD1	ANKRD20A11P	ANKRD28	ANKRD36BP2	ANKRD44	ANXA6	APBB1IP	APOBEC3G	AQP3	ARHGAP15	ARHGAP25	ARHGAP30	ARHGAP4	ARHGAP6	ARHGAP9	ARHGDIB	ASB2	ATP8B2	BASP1	BLK	BLVRA	BMF	BNIP3	BRSK1	BST2	BTK	BTN2A2	C16orf54	C16orf74	RHEX	C1QC	CABLES1	CAV1	CCDC102A	CCDC69	CCDC88A	CCR10	CD19	CD2	CD27	CD300A	CD37	CD3D	CD3E	CD48	CD52	CD53	CD69	CD7	CD79A	CD79B	CDK14	CDKN2A	ADA2	CEP128	CEP85L	CERCAM	CFAP54	CHST11	CHST15	CLEC2B	CLECL1	CLIP4	COL18A1	COL24A1	COL4A4	COL9A3	COQ10A	CORO1A	CPNE5	CREB3L2	CSF2RB	CSGALNACT2	CST7	CTSW	CXorf21	CYBB	CYP4F29P	CYTH4	CYTIP	DAPP1	DENND5B	DENND6B	DERL3	DOCK2	DOCK8	DOK2	DOK3	DTNB	DUSP5	EAF2	ELMO1	EMB	EMP3	ENO2	ERN1	EVI2A	EVI2B	RFLNB	FAM117A	FAM126A	NIBAN1	CYRIA	CIBAR2	FCGR2B	FCMR	FCRL2	FCRL5	FER1L4	FGD2	FGL2	FICD	FLI1	FLT3LG	FRMD6	FXYD5	FYB1	FYN	GABRR2	GAMT	GIMAP4	GLCCI1	GLDC	GLIPR1	GMFG	GNG2	GNG7	GOLGA8IP	GPLD1	GPR15	GPR183	GPR65	GPSM3	GRK5	GSTM2	GYPC	HCLS1	HCST	HERC5	HHEX	HLA-DOB	HLA-DPA1	HOMER3	HVCN1	ICAM1	ICAM4	IFFO2	IFNAR2	IGF1	IGFLR1	IGLL5	IKZF1	IL10RA	IL10RB-DT	IL12RB1	IL16	IL23A	IL27RA	IL7R	INPP5D	IRF4	IRF5	ISG20	ITGA4	ITGA8	ITGAL	ITGB2	ITGB7	JSRP1	KCNA3	KCNAB2	KCNN3	KIF19	KLHL5	KLHL6	LAMA5	LAMP3	LAPTM5	LAX1	LCK	LCP1	LGALS1	LILRB1	LIMD2	LINC-PINT	CYTOR	LINC00309	SYNE3	LINC00582	LINC00996	LINC01480	WAKMAR2	LINC02384	LINC02362	IRAG2	LRRC8C	LSP1	LY6E	LY9	LY96	MANEA	MAP4K1	MEF2C	MEI1	MIAT	MICB	MSN	MX2	MYL2	MYO1G	MYO5A	MZB1	NCF1	NCF1B	NCF1C	NCF4	NCKAP1L	NFATC1	NKG7	NLRP1	NR3C1	NR4A3	NUGGC	NXPE3	OAS2	ODF3B	OSBPL3	OSR2	P2RX1	P2RX5	P2RY10	PAIP2B	PAQR6	PARVB	PARVG	PCBP1-AS1	PCED1B-AS1	PDE4B	PDK1	PECAM1	PGLYRP2	PHGDH	PIK3CG	PLAAT3	PLEKHO1	PNOC	POU2AF1	POU2F2	PPM1K	PPP1R16B	PPP1R18	PRDM1	PRKCB	PTPN7	PTPRC	PTPRCAP	PTPRS	RAB30	RAB34	RASA3	RASAL3	RASGRP3	RASSF5	RCSD1	RELT	RGCC	RGS1	RGS19	RHOH	RHOQ	RNF122	RRAGD	RUNX2	RUNX3	S100A4	SAMSN1	SASH3	SCPEP1	SEC14L1	SELENOM	SELPLG	SEPTIN1	SEPTIN6	SFMBT2	SIT1	SKAP1	SLA	SLAMF1	SLAMF7	SLC12A4	SLC1A4	SLC2A3	SLC47A1	SLC7A5	SLC7A7	SLFN11	SNAI3	SP140	SPAG4	SPINK2	SPOCK2	SRGN	ST3GAL1	ST3GAL6	ST8SIA4	STAP1	STAT4	STX11	SUSD3	SYNGR1	TAGAP	TBC1D10C	TCF4	TET1	TEX14	TGFB1	THEMIS2	TMC8	TMEM156	TMEM45A	TNF	TNFRSF13B	TNFRSF17	TNFRSF18	TNFRSF4	TNS1	TP53INP1	TPSAB1	TPSB2	TPST2	TRAF3IP3	TRG-AS1	TRIB2	TRIM69	TRPV2	TRPV3	TUBG2	UAP1L1	VIM	VPREB3	WAS	WIPF1	WNT10A	XCL2	ZAP70	ZBP1	ZEB1	ZEB2	ZNF532
GAO_LARGE_INTESTINE_ADULT_CJ_IMMUNE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/GAO_LARGE_INTESTINE_ADULT_CJ_IMMUNE_CELLS	A2M	A2M-AS1	A4GALT	ABCA8	ABI3BP	ABLIM3	ACKR3	ACSL4	ACTA2	ADAM19	ADAM28	ADAM33	ADAMDEC1	ADAMTS1	ADAMTS5	ADGRA2	ADGRB3	ADGRF5	ADGRL3	ADH1B	AEBP1	AGT	AICDA	ALDH1A3	AMOTL1	ANGPT1	ANGPTL2	ANKRD20A8P	ANKRD29	ANTXR1	ANXA1	ANXA6	AOC3	APLNR	APOD	APOE	APOL4	ARHGAP29	ARHGAP6	ARHGEF15	ARHGEF17	ARL10	ARMCX1	ASAP1	AXL	BCL6B	BGN	BMP4	BMPER	BST2	TMEM273	C11orf96	C14orf132	C1R	C1S	C5orf66-AS1	C8G	CALCRL	CALD1	CAV1	CAV2	CBX6	CCDC102B	CCDC8	CCDC80	CCL11	CCL2	CCM2L	CD34	CD36	CD4	CD93	CDH11	CDH13	CDH5	CDH6	CEP112	CFH	CHL1	CHST11	CHST7	CLDN5	CLEC11A	CLEC14A	CLEC3B	CLIC2	CLMP	CNRIP1	CNTLN	COL12A1	COL13A1	COL14A1	COL15A1	COL18A1	COL1A1	COL1A2	COL27A1	COL3A1	COL4A1	COL4A2	COL4A5	COL4A6	COL5A1	COL5A2	COL5A3	COL6A1	COL6A2	COL6A3	COLEC12	COX7A1	CPAMD8	CPED1	CRIP2	CRISPLD2	CSF1	CSF3R	CSMD3	CSPG4	CTSF	CXCL12	CXCL14	CYBRD1	CYGB	CYP27C1	CYYR1	DACT1	DCHS1	DCN	DKK3	DLC1	DMD	DNM3OS	DPYSL3	DYNC2H1	DZIP1	ECM1	ECSCR	EDNRA	EDNRB	EFEMP1	EFEMP2	EGFL7	EGFLAM	EHD2	ELMO1	EMCN	EMID1	EMILIN1	ENG	ENHO	ENPP2	ESAM	ETS1	ETV1	EVA1B	F10	F2RL3	FABP4	FADS1	RFLNB	FAM107A	FAM13C	ALKAL2	GASK1B	FAM20C	FAM24B	RIPOR1	FBLN1	FBLN5	FBN1	FBXL7	FENDRR	FERMT2	FGD5	FGFR1	FHL1	FILIP1L	FKBP10	FLNA	FLT1	FOXF1	FOXF2	FOXQ1	FRMD6	FRY	FST	FSTL1	FXYD1	FXYD6	GALNT15	GBP4	GDNF	GGT5	GIMAP6	GIMAP7	GIMAP8	GJA1	GJA4	GKN1	GLI3	GLIS2	GLP2R	GNG11	GPC6	GPX3	GRK5	GUCY1A1	GULP1	HECW2	HEG1	HIGD1B	HOXB2	HS6ST1	HTR3B	HTRA1	IFI44L	IFIT5	IGDCC4	IGFBP3	IGFBP5	IGFBP6	IGFBP7	IL1R1	IL33	INHBB	ISLR	ISYNA1	ITGA1	ITGA11	ITGA5	ITGA7	ITIH5	ITPR1	JAK2	JAM2	JAM3	KANK2	KANK3	KCNJ8	JCAD	KIAA1755	KIFC3	KIRREL1	KLHL5	LAMA4	LAMA5	LAMB2	LAMC1	LAMC3	LBH	LCA5L	LCAT	LDB2	LGI4	LHFPL6	LIFR	LIMCH1	LIMS2	LINC00472	LINC01082	LMOD1	AL929601.3	LINC01876	AC016747.1	RBM15-AS1	LOX	LRP1	LRRC32	LRRC49	LRRN3	LTBP2	LUM	LY6E	MAF	MAGI2-AS3	MAMDC2	MAP1B	MAP7D3	MAPK10	MCAM	MCTP1	MEG3	MEIS2	MEIS3	MFAP4	MFGE8	MGP	MMP11	MMP19	MMP2	MMRN2	MRC2	IRAG1	MSC-AS1	MSN	MSRB3	MX2	MXRA5	MXRA7	MXRA8	MYCT1	MYL9	NDST1	NDUFA4L2	NDUFAF4P1	NEGR1	NES	NEXN	NFATC4	NID1	NKX2-3	NNMT	NOTCH3	NOTCH4	NPAS3	NPR3	NR2F1-AS1	NRP1	NSG1	NUAK1	OBSCN	OLFM1	OLFML2A	OLFML3	OR7E47P	PAM	PAPPA	PCAT19	PCDH18	PCDH19	PCOLCE	PDE1A	PDE1C	PDE2A	PDE7B	PDGFC	PDGFD	PDGFRA	PDGFRB	PDLIM4	PDLIM7	PDPN	PEAR1	PECAM1	PFN1P2	PGBD1	PGF	PHF10	PHGDH	PINLYP	PITX1	PKD2	PLAC9	PLAT	PLAU	PLEK	PLEKHA4	PLVAP	PLXND1	PMP22	POSTN	POU5F1P4	PPP1R14A	PPP1R16B	PPP1R18	PREX2	CAVIN3	PROCR	PTCH1	PTCH2	PTGS1	PTH1R	PTN	PTPRM	PTPRS	CAVIN1	PXDN	QKI	RAB34	RAB8B	RAI14	RAMP2	RAMP3	RAPGEF3	RASAL2-AS1	RASIP1	RBMS1	RBMS3	RBP1	RBP5	RBPMS	RECK	RFTN1	RGS5	RHOJ	ROBO4	RPS6KA2	RUNDC3B	RYR3	S1PR3	SALL1	SAMD4A	SCARA5	SCARF2	SCD5	SCN7A	SCUBE2	SDC2	SDC3	CAVIN2	SEPTIN4	SERPINF1	SERPING1	SFRP1	SGCD	SGCE	SGIP1	SGTB	SHANK3	SHC2	SLC12A4	SLC15A3	SLC24A3	SLC2A3	SLC38A6	SLC7A2	SLFN11	SMARCA1	SNAI2	SNAP91	SNED1	SNX18	SOBP	SOX18	SOX6	SOX7	SPARC	SPARCL1	SPART	SPON2	STARD8	STC1	STEAP4	STMN2	STOM	STOX2	SULF1	SYDE1	SYDE2	SYNM	SYNPO2	TBX2	TCF21	TCF4	TEK	TET1	TFPI	TGFBI	TGFBR3	TGM2	THBD	THSD1	THY1	TIMP2	TIMP3	TMEM119	TMEM204	TMEM47	TMTC1	TNFAIP2	TNS1	TNS2	TPM2	TRIM49B	TRPA1	TRPC1	TRPV2	TSHZ2	TSHZ3	TSPAN11	TSPAN2	TSPAN4	TSPAN9	TTC7B	TUBB6	UNC5C	VCAN	VSTM2A	VSTM2A-OT1	VWF	WDR35	WFS1	WNT5A	WWC2	WWC3	WWTR1	XIRP2	ZCCHC24	ZEB1	ZEB2	ZNF155	ZNF192P1	ZNF521	ZNF667-AS1	ZNF687
MURARO_PANCREAS_ALPHA_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/MURARO_PANCREAS_ALPHA_CELL	PRKAR1A	CD63	LUC7L3	KCNQ1OT1	ACLY	ATP5MG	OAZ1	TUBA1A	TMEM59	RAP1GAP2	MAB21L3	KDELR1	CDC42EP3	SNU13	SERF2	ATRAID	CAPZB	COPZ1	HSD17B12	UQCRQ	SNHG6	PNMA2	ATP5MF	ESYT1	CALCOCO2	HECTD4	RAB11A	DNAJC12	VAMP2	PKD2	MYL6	IDI1	NOMO1	UBL5	AHI1	CMIP	TRNP1	ANXA6	CADPS	BOLA3	ABHD16A	AK2	ABI2	SRPK2	TMEM205	HMGN3	COX7A2	HIPK2	DYNLRB1	FAM167A	ATXN2	COA3	YIPF6	PCNX1	SEC14L1	PRAF2	NDUFAF8	ITFG1	NDUFB2	ANKH	BEX2	ANAPC11	CRMP1	ATP6AP1	NDUFC1	STX16	ST8SIA3	TMEM258	TPD52	TMEM147	ITPK1	MANEAL	SGPL1	PROX1	PRPS1	SESN2	SELENOI	NAXE	SNAP25	ECH1	NRCAM	SGSM2	KCNK3	MYEF2	CD164	VPS41	H1-10	PKM	NDUFA1	PTS	FKBP2	SMDT1	UBB	EPHX2	NAV1	ZBTB41	FBXW7	VPS26B	SLC29A1	NAA38	ASPH	TMEM14A	SEM1	MAGED2	CST3	CERS6	SDK1	PCSK1N	PFN2	RASSF5	GNE	TMEM80	NDUFB8	SH3RF1	SLC35G2	CAMK2B	KCNK17	ROMO1	VKORC1	FAM104B	MBD4	ZBED5-AS1	CD46	IRF6	TMEM17	GNAS	GK5	NT5C3A	QSOX2	MTSS2	FLNB	HMGN2	CD200	AC138866.1	CNPY2	PPP3CB	OGT	FNDC3A	COPE	PDXDC2P	PSEN2	IDS	CUTA	ZKSCAN1	INA	RAB29	TRAK1	GDI1	SLC36A4	SPCS1	NDUFAF3	BIVM	FBXL16	CNKSR3	AIG1	ST18	EPB41L3	SH3KBP1	PPP1R3B	LIMCH1	CALM1	MAGI2	BTG2	UQCR11	RHBDD2	PAPSS2	FADS1	SLC38A10	KCNK16	DNPH1	NDUFB11	LBH	PGAP1	SYT4	RGS17	NBDY	TCEAL2	CERK	TUNAR	NFASC	CSTF3	HLA-A	TCEAL3	BCKDHB	GRSF1	SMAP2	RUNDC3A	ITM2B	TUBA1B	JADE1	PITRM1	SLC9A7	IVNS1ABP	PVR	THEM6	TCTN1	NIPSNAP3A	ISL1	SDF2L1	NPTN	FAM210B	MIA2	CCDC18-AS1	SIK3	DNAJA4	STC2	MAN1A1	SH3GL2	MYO10	CITED2	PCBD1	TMX4	RAB27A	ATP9A	TBC1D9	RCAN2	EMB	TOX3	ARHGAP1	HMGN5	CERCAM	NUCB2	MAP7D3	SCG3	IFI6	CTNND2	COX17	ATP5F1EP2	LSAMP	CPNE8	TCTA	USP25	CRELD1	CBX6	RADX	P4HA2	MALAT1	CYSTM1	NDUFA7	G6PC2	PLP2	SCAMP1	MAGI2-AS3	ANXA7	RGS9	GPAA1	NOVA1	EDIL3	H1-2	TENT5A	FAM47E	SLC37A4	KIAA0319	RPS6KA3	LINC00643	KLHL3	G6PC3	CD82	BUD23	BACE1	GDA	STMN1	PDE4D	TMEM9	CKB	WDR59	NRXN1	GPR137B	WFS1	IL6R	BEX5	NPDC1	PLPP5	HERC5	CHKA	ARL3	LRPAP1	PTPRD	GGA2	UNC13A	ARNT2	NPTXR	DNER	ABLIM1	LDLRAP1	CEACAM19	AC138649.1	ALPK3	GFOD2	RTL5	GPC6	LINC00261	SSBP2	ATP2B1	NR4A2	HNF1A-AS1	APH1B	STXBP6	ZNRF1	STMN2	NLGN2	GRM4	TBL1X	HPS1	PIGT	RAB3C	RAB26	C12orf75	CPNE3	RAB3GAP2	NME4	GRK3	SDC2	TSPAN7	IFI27L2	RIMS2	THRB	RNASE4	ATP6AP2	PDZK1	LGI2	NENF	AGT	C21orf58	SCN3B	SCGB2A1	NOL4	SESN3	GSTA4	NEURL1	SELENBP1	PTGER4	ZNF618	AP1S2	BCAR3	CKMT1A	MAGED1	YIPF2	BEX1	DPP6	TMED3	ST8SIA1	FYB2	GNG4	SNED1	NUCB1	FGF12	RTN1	OSBPL6	GRAMD4	SMARCA2	GNAZ	PAK3	AP3B2	H2BC21	SLC8A2	PARM1	PAM	GNG2	VWA5B2	DAPK2	MMRN1	FAM110B	ENAM	CHST9	UPB1	CKMT1B	HSD17B14	C1orf122	MBOAT2	GNAI1	KCNMA1	CSGALNACT1	SLC30A8	PRLR	MLLT11	SYP	SGSM1	PCDHB4	CACNA2D2	CSRNP3	TTC8	COX8A	LCLAT1	NEUROD1	EMC10	ACVR1C	SSTR1	MPC2	TCEAL5	STX11	TENT5C	RAB3B	ADA2	MRC1	LRRTM2	TUSC3	ADCY2	PAX6	TMEM60	REEP4	PTP4A3	P4HTM	SEZ6L2	USH1C	SPINT2	DZIP3	KCNIP1	PRKCE	PLIN3	PTPRN	QPCT	RIN2	COL9A2	IFIH1	ENPP1	DACH1	KIF12	HS6ST3	PEG10	TLCD4	LRP11	CCDC86	MAMLD1	PPM1K	SMIM24	VDR	CNNM1	SLC25A53	MYH10	CNTN4	ELAPOR1	PHTF2	GADD45G	OCRL	ZDHHC14	KCNMB2	APLP1	TMEM260	ABHD15	TXNDC11	CPLX2	BEX3	QDPR	HIGD1A	RIMBP2	CD36	REC8	CACNA1A	SLC29A4	PALLD	COTL1	FXYD3	SSTR2	IRX1	PPP1R1A	CLU	ITPR1	A1CF	TMEM164	NPNT	GRIA3	VSTM2L	SYNGR4	MTMR7	CPE	MUC13	NSG2	ELL2	DEPP1	ARFGEF3	CRH	TSPAN2	SLC7A8	TMEM178B	LDB2	RSAD2	MOB1B	PGR	APOH	GCH1	CEP126	C2CD4B	EGFEM1P	CNIH3	CNTN1	TBC1D30	SPC25	SMARCA1	PLPPR4	SSX2IP	MAFB	FXYD6	PTPRN2	SYT5	APOL4	KCNJ3	PCDH17	SERPINE2	PRKAG2-AS1	PLK2	KCNJ6	SEZ6L	PDK3	RFX6	CHGA	C2CD4A	SCG5	SLC7A14	FAR2P2	HMGB3	KCNA5	CNIH2	PEMT	PTGER3	SPTSSB	SERPINI1	GCNT1	SCG2	FABP5	NAA20	CAMK2G	SLC22A17	CFC1	CD99L2	ENPP2	ADCY1	GPX3	F10	SLC7A2	SPOCK3	POPDC3	PPP2R2B	SMOC1	CRTAC1	TMEM176A	TMEM176B	DPP4	PDE3B	ADGRG2	GLS	PAPPA2	PYROXD2	VGF	PDK4	FSTL5	ARX	ALDH1A1	ARRDC4	CHGB	PCSK2	FEV	PTPRT	SLC38A4	KCTD12	TMEM236	LRATD1	FAP	RGS4	TM4SF4	TTR	CRYBA2	KLHL41	GC	IRX2	PLCE1	LOXL4	GCG
MURARO_PANCREAS_BETA_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/MURARO_PANCREAS_BETA_CELL	INS	IAPP	MAFA	NPTX2	DLK1	ADCYAP1	PFKFB2	PDX1	TGFBR3	SYT13	HADH	MEG3	SCD5	CDKN1C	SORL1	ERO1B	ABCC8	SCD	UCHL1	SCGN	G6PC2	SRXN1	VEGFA	RBP4	PCSK1	RRAGD	PCDH7	CASR	FTL	OTULINL	ENTPD3	TIMP2	ENO2	OLMALINC	PLCXD3	ROBO2	SHISAL2B	MAPT	PRUNE2	SMAD9	ATP2A3	SYT7	ID1	STXBP1	SLC30A8	SURF4	ARG2	ITPR3	GEM	CDKN1A	GNAS	SREBF1	GLIS3	HSP90AA1	DSP	EXPH5	GAD2	EDARADD	STX1A	MEIS2	EIF4A2	FTH1	PLCB4	SIPA1L2	PLEKHA6	ALCAM	C14orf132	SLC6A17	PTPN3	SUSD4	SYNE2	MNX1	FFAR4	WNT4	GNPDA1	WSCD2	NECTIN3	MAP1B	RASD1	RASGRF1	CYP2U1	RAPH1	RAP1GAP2	PRSS23	ATRNL1	KIF5C	DHRS7	ASAP1	TFCP2L1	SLC2A13	CADM1	FAM222A	TBC1D4	SNHG7	DHRS2	GSN	CCNI	RAB15	CHL1	UBE2QL1	MXRA7	INSM1	PKIB	PPM1E	KLHDC8A	NR0B1	PIR	BTG3	NEXMIF	ROBO1	CSDE1	CDC42EP3	PAPSS2	SIX3	SQSTM1	TAGLN3	VWDE	TTC7B	OSBPL8	PEBP1	DNAJB9	ELAVL4	MGAT4A	IQSEC1	CABP7	RNF187	TPM3	CPD	NR3C1	SCG3	RIMKLA	HSPA1B	KIF1A	HSPA1A	DDIT3	ELMO1	CAMK2N1	PCLO	SIX2	ENO1	BTBD3	OLFM1	GSE1	SERINC1	MAN1C1	AKT3	MLXIPL	DIP2C	PFN2	CEBPG	ACLY	HSP90AB1	TMEM37	FAM107A	FMN2	CYYR1	HS6ST1	TSPAN13	EIF4B	VAT1L	TMOD1	PSD3	TOMM20	BHLHE41	AACS	BMP5	GNG4	MBP	BNIP3L	SOBP	RPL3	TCAF2	PER3	SRD5A1	TRIM2	SYNM	KCNJ11	MTUS2	HOOK1	DLGAP4	HOPX	VPS37A	BAG3	ACVR1B	ZNF395	IGF1R	KCNK17	MAPRE1	SPIRE1	RNF130	PARVB	CD200	NEBL	KLHL42	MPP1	DPP6	MTRNR2L1	PDZD2	FBXO7	MARK1	ATP8A1	HSPH1	RGL1	KIF21A	MYO1D	AKAP11	TTC3	MYH14	SH3GL2	MAP2	GREM1	CBX7	BEX2	PKP2	RUFY3	ATP6V1B2	ARHGEF3	ST3GAL5	MTRNR2L8	SNHG32	TAB2	TSPAN1	MAP1A	TCEA1	MCUB	NGRN	RNF6	PIPOX	TNKS2	C1orf43	NCKAP1	LINC01128	GNAO1	MAN1A2	MYO3A	TMEM64	KCNK16	SVIP	TSHZ1	LRRTM3	PJA2	SYBU	TMCC3	LONRF2	UBL3	CDK5R1	RGS16	NBEA	CACNA1H	MAPRE2	TSHZ3	MYCBP2	GPM6A	SLC18A2	LYSMD2	CAPN13	CACYBP	DOCK10	PPL	CENPC	CLCN3	CFL2	DNAJB1	PDE8B	FBXO17	NANOS1	SLC25A36	NEO1	UBE3C	TMOD2	SLC2A1	LARP1	PLAGL1	C21orf91	SEMA6D	ZNF91	CCSER2	LPIN1	TMEM150C	PHACTR2	RANBP2	ZHX3	EPB41L4A-AS1	PI4KA	SELENOW	CLCN4	SNAP91	CACNA2D1	TMED6	GTF3C1	CMTM8	TERF2IP	PPP2CB	KATNAL1	INSIG1	MCC	PPP1R1A	PNMA2	MT1F	RPH3AL	RPL5	NEFM	ATP6V0E2	NCOA3	SLC4A10	CADPS	INA	INPP5F	BNIP3	CIRBP	ALDOC	PHF1	MTRNR2L2	SC5D	ANKH	TSPYL5	HLF	ZMIZ1	APPL2	C15orf61	NKX2-2	HSPA8	IER3	CFAP36	CACNA1D	SLC2A2	RNF13	ADM	COPRS	RAB3IP	PDE4DIP	NMNAT2	VEGFB	ME1	SSTR5-AS1	PDZD8	CBX4	PTEN	PIK3C2A	CREBRF	VLDLR	RAB12	CLGN	LMO2	ANKRD12	ANKRD65	NFE2L1	TCAF1	MAFG	APC	RBBP8	UBC	PLCL2	CRACD	UBQLN2	TLE5	PRMT2	HERPUD1	LNPK	CCT4	FOXJ3	KDM7A	DARS1	ARL4D	ISCU	MT1X	MT2A	ATP6V0A1	KCNH2	TRIQK	VPS13C	SESN1	MAP6	UHMK1	KAT2B	SOCS2	MAP3K2	PLOD2	DPYSL2	SHTN1	CDIP1	MIS18BP1	ROR1	GRIA4	DNAH5	MAFB	RPS3	ZCCHC14	SUSD6	SURF2	WDR7	THBD	GPSM1	TPRG1L	RAB3B	NDRG1	SYT11	ATP1B2	XPOT	ATP6V1A	FAM135A	SPRYD3	THAP5	SARS1	KDM3A	DDX24	CAMLG	RUNX1T1	VOPP1	SEMA5A	HSPD1	KIF13A	EDN3	RPL4	RPS23	NAPA	BCL9	SLC16A9	ISOC1	WLS	CPEB4	SEC11C	NCOR2	PEPD	CDC37L1	NR1D2	GAS5	CELF4	COBLL1	RAB39B	ENPP5	PERP	G3BP2	NFIC	TIAM1	TNS1	RCBTB2	PRKCH	ALG2	LMAN1	TXNRD1	RHOQ	TRIB3	STX3	ZBTB4	ATP6V1D	PGRMC2	PAFAH1B1	SLC29A1	PPT1	WDR17	CNRIP1	MEGF9	SLC6A6	PRKACB	FAM200B	RORA	ZC3H6	EPB41L1	HECTD4	SNX29	TBC1D24	GOLGB1	MIR7-3HG	ETNK1	KCNG3	ADH5	ESD	CHD7	PTAR1	DST	ACAT1	PCM1	STXBP5	GLIS2	GDAP1	DTX3	IPO7	SBDS	DENND5B	CDCP1	PCMT1	ILF3-DT	HACD3	AMPD2	ANP32E	PPID	PIP4P2	JAZF1	EXOC5	GPR158	CANX	USP1	ATRX	HSPA13	NAP1L1	TUBB2B	SBNO1	SUCO	UNC80	IGSF1	NEU1	MTSS1	ABR	RCOR3	TMEM132B	FXR1	ST13	GOLGA4	IRF2BP2	SOCS7	ANP32B	TOMM34	TBCC	APPL1	NAP1L2	ABHD3	EPB41L3	AFF1	GLCCI1	DYNC1H1	ACVR1C	RHEB	FOXA2	DBI	MADD	HDAC9	ZNF770	STAG2	TAF9	P2RY1	MTSS2	NDFIP1	DICER1	PRRC2B	RCAN2	PSIP1	DGKD	ATG3	GNA13	GLT8D2	NRCAM	ARPP19	RNF2	ST18	ZNF483	KAT6B	TRIM37	OCIAD1	AFF4	TPP1	WHAMM	RAB22A	HABP4	GYG1	SLAIN2	C4orf3	FNIP2	ATP6V1G1	UBXN4	KLHL12	DNAJC6	KLHL2	SEC63	MPHOSPH8	ECPAS	ING2	TXNL1	RPL7A	RNF157	ABCA5	KIDINS220	COPS2	REPIN1	PIGA	ARFGEF2	SCN1B	SYT4	MTURN	EFR3A	TRIM9	GHITM	EFNA5	APCDD1L-DT	SERPINB4	RPL17	VAMP2	SCAPER	RASA4	AHCTF1	TTLL7	GPRASP1	C11orf1	KIF5B	CDV3	KCNMA1	RTCB	ASH1L	IL17RB	MPP6	PURA	NUCKS1	SPEG	RRAGC	AP3B1	PGK1	DNAJC12	SMIM29	SLC39A14	CREB3L2	BEX1	USP48	KLF13	ZNF204P	TMEM65	PEG3	TRAPPC8	PIM3	RAD50	MYO5A	FKBP5	AARS1	ATP6V1C1	BRI3	RASGRP1	HPS4	USP9X	ABRACL	EXOC2	FAM174B	USP12	RABGGTB	WFS1	PSMB1	PAIP2	PTCH1	KLF10	IGSF11	CERK	SNX9	NPR2	ABHD10	KCMF1	GNG7	RPL37	VAPB	SPECC1L	GDA	MAGI2-AS3	RRM2B	PTGES3	ATP6V1E1	SHOC2	GREM2	GOLGA8A	CNP	ST8SIA3	FNIP1	TMEM126B	CHD9	DMXL2	CRMP1	TMEM167A	G3BP1	STMN2	KLHDC10	YWHAG	PIKFYVE	TMEM33	TERF2	PNMA1	MATR3	NORAD	TUBA4A	ZNF746	IL6R	FTH1P3	SLC4A7	SPOPL	TPD52	RRAGA	TAOK1	BBX	CREBL2	ABAT	PTPRN	FOXO1	TMEM38B	DDR1	EPM2AIP1	USP34	CDC5L	MXI1	NUS1	PREPL	DNAJC3	CNBP	KIF3B	RAB11FIP1	TMEM109	ZMYND11	ZNF652	RPS4X	ANO5	HSPA9	SLC11A2	FLOT1	FBXL17	KMT2C	RTN4	IGBP1	PCGF5	AZI2	ZBTB38	GABARAPL2	SLC25A4	PTPN11	NSG1	PRXL2A	STMN3	HIVEP2	ARHGEF9	UBQLN1	CDC42BPA	C1D	KCNK3	MDM2	GFPT1	ATXN2	WDR33	ARL8B	PRKAG2	ERRFI1	TUNAR	RCAN3	TTC3P1	BCL2L2	RAD17	EEF2	BEX4	DDX3Y	HSPA4L	EPRS1	HECTD1	ARHGAP5	VPS35	C16orf72	C2orf69	OLA1	ZBTB33	TTC37	ZNF331	CLIP1	TNFRSF11A	XPC	ATF6	MIR4458HG	PSMD1	MTERF4	EIF3H	DSTYK	HAX1	IRS2	C12orf76	TOR1AIP1	CLASP2	TBL1XR1	ARHGAP35	SPIN1	FAM8A1	CHN1	NAV2	RMND5A	PTBP3	MKRN2	ZNF277	RPL36AL	LETMD1	PRNP	WSB2	ZNF292	KCTD13	CLTC	GIGYF2	SV2A	FGF9	RPL31	DGKE	TRIP11	SLC25A34	NMRK1	ELP4	HNRNPC	SMAD7	SGMS2	PRKAR2B	FYTTD1	SETBP1	TSPYL1	ARMCX3	PTPN1	NAP1L5	MBD1	PHC2	WAC	ORC3	U2SURP	PDZRN3	TSPAN7	MIA3	COMMD9	NCOA4	JKAMP	GCC2	MSANTD4	USF3	MTERF2	HCFC2	ALKBH5	PPP1R2	RAB11FIP5	MAST4	PRPF8	JUND	NRDC	LYST	PSAP	MRPL49	CISD2	ZMAT3	RAB29	RAB5A	KIAA2026	COX7A2L	ZZZ3	UBXN1	ARL6IP5	ERICH5	BTBD1	GABARAP	MTMR6	PELI1	MAN2A2	BRD7	ELMO2	RETREG2	GRPEL2	RNMT	BTF3L4	RABEP1	LRPPRC	AGTPBP1	TMEM181	ZNF106	ZNF667-AS1	PRDM4	PNMA8A	UCHL5	SLK	EIF4G3	PITHD1	OSTM1	FYN	SLC7A1	FAM219A	PURB	TOGARAM1	PLCB1	NFASC	ENDOD1	RNF19B	ADRA2A	MAP1LC3A	EML6	EIF3E	SAMD3	CYFIP2	NIN	SUMO3	PSMC6	USP51	COPS7A	MRPL34	LDOC1	FKBP4	ID4	YME1L1	PAN2	TOMM70	TANC2	NEUROD1	SETD7	RASSF6	NISCH	RPA2	EIF1B	KTN1	METTL5	PTPRJ	PATL1	CLIP4	MRPS18B	CAPN7	RAB3GAP1	SETD3	THAP6	FBXL16	ROCK1	TBC1D9B	ABCG1	UNC79	TRIM23	TSPYL2	HLTF	BBS2	KIF3A	FASN	RRN3	RALGPS1	ANKMY2	CASC3	TRMT112	WARS1	SRPRA	PRPS1	BLOC1S2	DYNLT3	SLC1A4	FOXN3	ZCRB1	SHISAL1	PPM1A	HMGCLL1	AKTIP	UBN1	C2CD5	UTRN	HUWE1	CDK6	AP1AR	ACVR1	RERE	FBXO33	ZNF318	FRA10AC1	CLTA	TGOLN2
MURARO_PANCREAS_DELTA_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/MURARO_PANCREAS_DELTA_CELL	SST	PRG4	LEPR	RBP4	BCHE	HHEX	FRZB	PCSK1	RGS2	GABRG2	DPYSL3	AQP3	AMIGO2	GABRA1	GHSR	TENM3	FHOD3	CBLN4	ERBB4	HAP1	SLC17A6	ADGRL2	CALB1	CDHR3	SEC11C	CALCB	PCK1	FFAR4	TPPP3	DIRAS3	KCTD8	POU3F1	KCNT2	DHRS2	CABP7	NDRG4	PCP4	MS4A8	LRFN5	AC055839.2	GAL	AKAP12	TCEAL6	SAMD5	CASR	SYT1	GABRB3	ISL1	MRAP2	UNC5B	RIPPLY3	ABI3BP	HEPACAM2	PHGR1	PSIP1	LRCH2	ANK3	MEST	PON3	PKIB	AC010478.1	BHLHE41	EDN3	FGF14	PDLIM4	KCNJ8	BAALC	BAMBI	VAT1L	CADM1	LINC00643	GAD2	PKDCC	PRKACB	AMPH	EHF	HMOX1	WHRN	PAIP2B	HSPA6	MCC	HADH	ST8SIA4	STXBP5L	SLC7A5	EYS	LCORL	CELF4	F5	SLC4A8	PDE2A	PCLO	SNAP25	APOBEC2	ETV1	ACSL1	SILC1	PLEKHB1	MIR7-3HG	PARVB	CEP41	FANCF	UCHL1	TSHZ2	PLXNA2	MAP1B	ERICH3	KCNJ2	SSTR1	PPP4R4	TBC1D24	ABCC5	TMEM200A	ABCC9	HTATSF1	UCP2	SORL1	PAK3	TENM2	SLC38A1	KCNH2	DUSP26	SLC7A5P2	NSG1	TMEM132D	CHN2	TPD52	EGR1	RADX	TCEAL2	SYNE2	ARL4D	RUNX1T1	MAGEL2	NPHP4	ADGRV1	NOL4	PIPOX	CDK14	MTURN	KCNIP1	GPAT4	IDS	SLC6A17	MLPH	PDZRN3	THSD7A	NUAK1	STAU2	ELAVL4	MAP6	C14orf132	DYNC2H1	RAB3D	HMGCLL1	TCEAL5	SYT4	UNC80	MDFIC	LRRC42	DUSP6	CDKN2A	CAMK2B	NAP1L3	FOXP2	CD9	SETBP1	TANC2	JAM3	PNMA2	CREM	MAP9	MAP2	HID1	KCNB2	EXOC6	LMO2	HPN	ZMAT1	TLE2	ICA1L	CYFIP2	PCSK1N	ARFGEF3	FBXL16	FOS	ABHD16A	LONRF2	UBE2QL1	VWA5A	FGF12	INSM1	RCAN3	BEX1	BEX4	PNMA8A	FAM102A	CXXC4	NECTIN3	FAM167A	KRT10	NUDT9	RUNDC3A	PROX1	ACVR1B	DNAJC6	BTG3	OXCT1	INPP5F	PRSS23	PEG3	CADPS	ITM2C	EPHX2	IER2	RHOBTB3	ST3GAL1	DNAJC12	DNAJB9	ST8SIA3	NCAM1	TMOD1	QDPR	IRS2	SLC2A13	SESN3	PBX3	MBNL2	LINC00261	SCRN1	FTO	LPIN1	PNMA1	PAM	FXYD6	AHI1	PNRC2	NBEA	ZKSCAN1	GCH1	PREPL	TCEAL3	RUFY3	BEX2	BTG2	CPE	PJA2	PTPRN	TTC3	PEG10
MURARO_PANCREAS_PANCREATIC_POLYPEPTIDE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/MURARO_PANCREAS_PANCREATIC_POLYPEPTIDE_CELL	PPY	SERTM1	CARTPT	SLITRK6	ETV1	THSD7A	AQP3	ENTPD2	PTGFR	CHN2	FGB	SLC6A4	MEIS2	BCYRN1	ID2	CARD11	KCNG1	APOBEC2	EGR3	ABCC9	TMEM47	CHRM3	PCDH8	LMO3	INPP5F	PEG10	GLT8D2	PTP4A3	MDFIC	SEMA3E	MEIS1	ID4	IL17RB	AKAP12	SYNPO2	ARX	PAX6	STMN2	SPOCK1	CALB1	FGD4	ZNF503	EGR2	FOXP2	PXK	CHD5	PON3	TENM2	CACNA1A	DDC	ID1	PCDH9	CSGALNACT1	CXXC4	NKX2-2	KCNJ8	RFX1	H2BC21	PCSK1N	SDK1	ABCB1	CTTNBP2	STX11	KCNJ3	SAMD5	MRLN	KIAA0319	SCGB2A1	SPC25	AK4	SHISAL2B	BTG2	NR4A2	NR0B1	SERPINA1	SCG2	CALY	DPYSL3	ACSL6	ADGRL2	NEURL1	BMERB1	FGFR1	BMF	PGR	CACNA1H	DEPTOR	ISL1	ITM2C	AMOTL1	IBA57	GAD2	NPHP4	TOX	VWA5B2	ZNF608	CABP7	MIR7-3HG	PRKACB	RASD1	PLPPR4	EGR1	ATP8A1	TMEM45B	SLC40A1	H1-10	TRMT9B	MAF	PCLO	L1TD1	PGM5P2	TONSL	DIRAS3	TUBB2A	TOX3	ABCC8	LINC02591	C21orf62	PAM	YPEL2	PLEKHB1	TMOD1	GRIA3	CEP126	KCNMB2	NEUROD1	SGSM1	NR4A1	LDLRAP1	CAMK2N1	PCDH17	METTL21A	SREK1	FEV	MALAT1	C1GALT1	FOS	EHF	REV3L	ABCA5	ZXDC	FABP5	MAP2	MAB21L3	APLP1	PDK3	DDR1	INA	CDKN1A	RHOBTB3	KCNQ1OT1	IDS	GNAS	MTRNR2L2	MTRNR2L8
MURARO_PANCREAS_EPSILON_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/MURARO_PANCREAS_EPSILON_CELL	GHRL	ANXA13	PHGR1	ACSL1	FRZB	SPTSSB	ASGR1	HEPACAM2	VTN	SERPINA1	SUCNR1	FGF14	TM4SF5	LINC00261	TMEM45B	SERPINA10	EBF1	FAXDC2	AGT	NEDD9	DEFB1	DIRAS3	BMP7	SEMA3E	VSTM2L	TRNP1	NUAK1	SPON2	KCNH2	CDKN2A	FFAR4	SAMD5	PROX1	PIGK	SYNJ2	SERPINB6	SPINK1	ASAH1	ARX	PCSK1	ZKSCAN1	CLU	TM4SF4	PEG10
MURARO_PANCREAS_DUCTAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/MURARO_PANCREAS_DUCTAL_CELL	SPP1	CFTR	AQP1	ALDH1A3	KRT19	CRP	DEFB1	CEACAM6	MMP7	TSPAN8	SERPINB2	SLC4A4	SERPINA5	CEACAM7	SERPING1	ONECUT2	LGALS4	VTCN1	CXCL6	CD74	CLDN1	ANXA4	APCS	APCDD1	TFPI2	HSD17B2	KRT23	ANXA3	CCL2	KRT7	H19	PMEPA1	CTSH	TINAGL1	TYROBP	CLDN10	CAV2	FLRT2	LAD1	KRT18	TNFAIP2	LAMC2	SCNN1A	ANXA2	LITAF	FILIP1L	KRT8	MUC20	CPA3	CTSS	PDLIM3	PROM1	AKAP7	CHI3L1	C1QB	CRYAB	DCDC2	ANXA2P2	IFI30	HLA-DRA	KRT80	SLPI	AHNAK	TACSTD2	CCN2	CD44	S100A14	SEL1L3	CXCL1	CLDN2	PIGR	SEMA6A	HSPB8	SLC3A1	LGALS9	SFRP5	S100A10	CTSD	VNN1	CXCL8	NDRG2	HABP2	SPNS2	CREB5	LCP1	CCN1	RGS1	ANXA1	SOX4	VCAM1	HLA-DQB1	RHPN2	TM4SF1	PIK3AP1	PPARGC1A	ITGB8	CDC42EP1	C1QA	TGFA	ABCC3	S100A6	TNFRSF11B	TGFB2	PDGFD	CCL20	BAAT	PKHD1	CTSE	TNFSF10	IQGAP2	ALOX5AP	SLC16A7	LGALS3	NCEH1	GJA1	SRGN	ALDH3A2	ADAMTS9	LCN2	IFITM2	GPRC5B	BICC1	AMBP	DAB2	RASEF	SDC1	HLA-DRB1	PFKFB3	THSD4	NFIB	ACP5	SDS	NOTCH2	HLA-DPA1	HNMT	UCA1	CDH6	LAMB3	PLA2G7	S100A16	CD9	FGL2	STOM	ANKRD1	SLC1A1	MS4A7	ATP1A1	GCNT3	EDN1	LAMA3	CMTM7	CLMN	CA2	SLC6A20	IFIT3	FCER1G	LAPTM5	CDKN2B	SPTBN1	CD24	KCNJ16	TRIM47	MYOF	S100A11	DAB2IP	SOX9	WFDC2	GBP2	WWTR1	HKDC1	FGFR2	CSF1	KIAA1522	AMOTL2	MALL	YAP1	LYPD1	SLC43A3	GOLM1	FYB1	NDUFA4	FLRT3	TMSB4X	KLF5	B4GALT5	SVIL	MET	TGFBI	TPM1	MYRF	IGSF3	SMAD3	ENC1	DHCR24	ITGA2	SLC44A2	TNFRSF12A	ALKAL2	CX3CL1	NEURL3	CXADR	CLDN4	ITGA6	IFITM3	UGT2B15	PTPRK	ATP11A	SLC28A3	C1QC	LIPH	HLA-DPB1	FMNL2	TTN	BACE2	HLA-B	CRCT1	MARCKSL1	CCND1	C6	CXCL2	SH3BP4	REST	SLC38A1	UGT2A3	POF1B	RERG	KCNK5	ERBB3	PPIC	ZNF704	ARL4C	TMSB10	PLD1	OLR1	TXNIP	GULP1	WDR72	FLNA	CYP3A5	NOTCH2NLA	CXCL5	MYL12A	ACSS1	TFF1	HNF1B	ELF3	IGF2BP2	GBP3	TTYH3	VGLL3	PDP1	CXCL16	JUP	NAMPT	SLC12A2	SLC34A2	CITED4	TGM2	RUNX3	TSPAN6	NCF2	C1R	F2RL1	SOD2	RCAN1	MCAM	SERINC2	SERPINA1	ATP8B1	C1orf198	ARHGDIB	SIRPA	TMC5	SAT1	NFKBIZ	EGFR	SLC15A1	UGCG	DSC2	TFPI	KLF6	NR5A2	FAM171A1	LURAP1L	HES1	TCIM	AHR	HSD11B2	FA2H	ZFP36L1	ZC3H12A	C1S	ASAP2	CRYBG1	RHBDF1	ADAM9	FNDC4	ZFP36L2	HS3ST1	ATF3	NFKBIA	BDH2	SLC44A4	IL4R	ANXA9	CDX2	SDC4	TSPAN15	TRPV6	PRSS22	MELTF	CD59	EPS8	MID1	CYBB	KIAA1217	RHOC	PDGFC	MAP3K20	ST6GAL1	MYO1E	CDR2L	EPHA2	DUSP4	ADGRG6	TTC9	NECTIN4	RBP1	PDZK1IP1	TES	MITF	CRIM1	CYP1A1	TPGS2	LPCAT2	GYPC	SRGAP1	GPNMB	CCN3	NCK2	RBPMS	JPT1	CEMIP2	TNKS1BP1	HEG1	OSMR	BMP2	HLA-DMB	SULT1C2	SORBS2	TFRC	BIRC3	PWWP3B	CAPN2	ITGB2	KCNJ15	HCK	PHLDA2	TNFRSF10B	SYT8	HLA-DQA1	LAMC1	SERPINA6	DGLUCY	C5AR1	WWC1	TGIF1	PXDC1	NTN4	RAC2	SERPINA3	MSN	DHRS3	IDH2	CSF1R	ABCB1	TACC1	APLP2	RAB27B	RNF19A	GMNN	LIF	TGFBR2	PDE3A	NFIX	MOB3B	CLDN23	NGFR	STK17A	FSTL1	HK1	SPINT1	HLA-F	PDLIM1	HIF1A	SHROOM3	TSHZ2	KRT17	ZNF217	ITGB5	CES1	HBEGF	TMPRSS2	CAPN6	JCAD	KIT	ITGA3	MAOB	CASP4	PLS3	PLAUR	IER3	OSBPL1A	EXT1	CFAP221	TUBB6	MAL2	CEBPB	ASS1	PARP4	CD53	NUAK2	NIBAN2	MYH9	MAFF	SNX10	ACSL4	DSG2	APBB1IP	ACTN4	GSTP1	B3GNT5	B4GALT1	QSOX1	PCSK5	TEAD2	SH2D4A	NCOA7	TUBA1C	FGF19	C3	IL18	CNN3	DDAH2	BCL10	LATS2	ANO6	LRG1	TPSAB1	STAT6	CEACAM5	CFI	MYO5B	SLC9A3R1	LPAR6	LRATD2	CPM	PRDX1	TPM4	IER2	YWHAZ	EHF	HLA-DMA	ABHD4	TST	TNFAIP3	FUT4	PLSCR1	SLC12A7	ID2	PRR15L	RAPGEF5	MAP3K1	ICAM1	AGT	TMEM51	YBX3	IGFBP7	PON2	GLUL	GDF15	PMP22	HDAC7	ZYX	PLAU	NFIA	SPTSSA	MYL12B	ATP1B1	ETS2	CLDN7	EPS8L3	SDCBP	DUSP1	PERP	TMBIM1	ARHGAP26	TP53INP2	ITGB1	NR1H4	LBH	MGAT4B	IGSF6	PIK3R1	CCL28	ADCY5	PTGFRN	NRP1	BAZ1A	ITIH5	RHOU	RCC2	VAMP8	RETSAT	RAB9A	HPCAL1	ITGB4	SLFN5	S100A13	CFLAR	NLN	DST	SP100	SLC40A1	SOWAHC	SOX10	TJP2	SLC17A4	PARD3	CAPN1	CYP1B1	EFNA1	RIPK2	RUNX1	TNFRSF1B	ARHGAP29	CXCL3	DUSP6	PRKCA	TIMP3	OCLN	ADAM28	IL1RN	ELOVL7	VASN	VSIG4	HLA-C	PTPRC	SPTAN1	ANKRD9	SPATS2L	ADGRA3	CAV1	F11R	LMO4	PDE5A	SH3PXD2B	ENAH	NINJ1	ATP10B	PRDM16	PACSIN2	IFNGR2	FCER1A	PAH	DDIT4	CAPG	WLS	ADAMTS1	PTTG1IP	ABTB2	GALNT3	CGNL1	LIPA	TJP1	RAB32	FDFT1	ALOX5	NR2F2	GALNT1	IL1R1	CD68	ARPC1B	LGR4	AGR2	CASP10	RND3	ADGRF1	PSG4	MST1L	GSN	CFB	LASP1	MYO1C	ANXA11	BAIAP2L1	ZNF208	TMEM123	FGA	INSIG2	LINC01133	STK38	MPEG1	TFF2	SDHA	CD84	JAG1	GSTM4	PRXL2B	LRRC8A	TANC1	ARHGEF40	GJB1	FAT1	WDR1	TAPBP	FGF2	PTPRF	ACTB	MAP3K21	ARSD	FGFR3	ACSS2	HLA-DRB6	ARL6IP1	GNG12	CHST15	BCL2	DCTPP1	AKR1C1	COL18A1	UPK1B	ANXA5	LMO7	IL17RD	CFH	CTTNBP2NL	PHLDA1	ERGIC1	TNFSF15	PPP1R18	MSR1	CCL3	FARP1	RASSF8	PSMB8	RCN2	CD300A	DOK5	TRIM38	CD151	SH3BGRL3	SWAP70	C1orf116	G6PC	STK17B	NEXN	ITGAV	PDIA5	ZSWIM6	KCNQ1	GATM	SLA	PARD6B	C1RL	PPP2R3A	CTSO	PGM2	TLE1	AKAP13	AKR1B10	VASP	CDH19	STAB1	JOSD1	STS	KLHL24	CDH1	MACC1	TMEM98	CNDP2	CAT	BCL3	TBXAS1	SPSB1	GSTO1	TUBB3	TNFAIP8	APOL1	CNN2	PIK3IP1	ABRACL	LIMA1	CD47	NR0B2	MYD88	PRKX	SPRY2	FBLIM1	MAT2B	HCP5	TBC1D16	SYK	PIM1	TPBG	NEDD4L	HMGCS1	GLIS3	PPIF	CCDC6	SYPL1	HOMER2	RNF213	TSPAN14	TAGLN2	FAM133CP	NMT2	PTAFR	ARF6	EFNB2	NTRK2	LYN	KRTCAP3	ARHGAP21	FRMD4A	CTNNA1	FAM110C	DUSP23	CCDC198	SMS	DAZAP2	ARHGAP18	METTL7A	TMEM106B	GPX1	RALB	RHOB	VAV3	HSD17B11	EIF4E2	BHLHE40	PFKP	CARHSP1	VMP1	RRAS2	TP53BP2	CLINT1	CASP7	ADAM10	ERICH5	AFDN	PTPN12	SERINC5	UBD	BAMBI	GSTK1	DUSP5	PLEKHA2	GADD45A	CBX3	MCL1	PPFIBP1	ATP13A3	MIR4435-2HG	MSMO1	AKR1C3	CLIC4	SYNPO	CAP1	TRIB1	PTP4A2	KIF13B	NECAP2	KLF3	TMOD3	SAMD9	ADM	CTSB	RPS6KA2	MRPL15	ITPR2	CCNG2	OCIAD2	TRIP10	RALGAPA2	PNKD	ATP5F1B	SPRED1	LPP	LRRFIP1	CHML	ACAA2	PTPN14	CPPED1	CMTM3	EHD4	ADI1	LTB	TC2N	SNX6	TMC4	TNS1	HEXB	CYFIP1	STX7	ACAA1	MLPH	MGAT5	ETV6	CPT1A	ACOT9	PKP4	HEBP1	ZNF292	SERTAD2	AGPAT3	QKI	RASSF4	SLC39A1	ENO1	ALDH3B1	A2M	ABCC4	TMEM132A	RAB25	CLIC1	MAP4	CTSL	ID3	TUBB4B	SLC66A3	NCAM1	ST3GAL1	PIGS	ZNF267	CMPK1	SIAE	GALNT2	RSU1	ZDHHC7	RNASE1	PAWR	TUBB	CYTH2	HIP1	IFI16	ABHD3	CASK	UGP2	CFL1	LACC1	ERBIN	ERO1A	CTNNB1	ACTG1	GNG5	GOT1	STK38L	ATP2B4	SLC38A2	EIF4EBP2	RNPEP	HDGF	CCDC50	IQGAP1	SYNE2	RALA	LAMP2	GATA6	OLFML2A	CHP1	ZNF503	CA12	CBR1	SPAG1	SP1	LGALS3BP	EPB41L1	ANK3	DIAPH1	SAMD12	CD276	PFN1	LDHA	UBE2L6	MYH14	PLEKHB1	RHOG	PSMB10	CTBP2	KANK2	RNASET2	PICALM	ZBTB20	SYNGR2	ARL6IP5	LBR	KDM5B	DECR1	RBM47	CERS2	SETD7	SH3D19	CNPPD1	TRIOBP	ALAD	CLN8	APEX1	MINDY2	SLC46A3	FOXO3	ERRFI1	IER5	MTMR12	SUCLG2	PARP14	UBALD2	AFAP1	PTPRM	EZR	SLC35B2	DDAH1	TCF7L2	GM2A	EBP	SIPA1L1	KNOP1	ANKRD13A	SLC25A24	CTTN	TRIM25	FZD5	GALNT7	CDK2AP2	LRP10	TP53I11	CCDC71L	FUCA1	HSPB1	WNK2	RESF1	LAMA5	FAHD1	VCL	WEE1	GPX2	PEA15	B4GALT4	LHFPL2	ATP5F1C	ELOVL1	MAGI1	HDHD3	UTRN	CDS1	SEPHS2	MYO6	PGM2L1	THBS1	ELF1	RDH10	MPRIP	TUT7	VPS26A	LAMB1	TNFRSF21	AMOTL1	ARHGEF18	CHMP2B	NPAS2	DCBLD2	SUSD6	ZFP36	PLXNB1	CANT1	RAP2B	GUCD1	TIMP2	PHLDB2	SMURF1	BCL6	COX5A	RPS27L	SLC25A23	ATP5MC3	KIAA0930	MAGI3	ARRB2	IGF2R	NIPSNAP2	LYZ	NECTIN2	EFTUD2	PTMA	ABHD11	RNF44	ABCA1	TRAK2	SNAP23	SLC20A1	BPGM	EIF6	CAST	LGALS8	FGD6	FH	LMNA	TRIM8	BTBD7	PAK1	EGLN1	ACTR3	OXSR1	TOB2	CREG1	CYCS	PPP1R11	NEDD9	HADHB	NNT	GDE1	DDX52	CSRP1	LANCL1	HTATIP2	DYNLT1	LUZP1	ASAH1	LIMS1	MAPK6	GNPTAB	TPD52L1	IL10RB	CDR2	MAPKAP1	SGPP1	TMEM43	GADD45B	CTSC	ERLIN2	MDH1	LAPTM4B	KDSR	IFNAR1	MYADM	FRMD8	LDLR	AGAP1	TMEM127	TMEM50A	CASP6	CD2AP	FTH1P3	B3GNT7	SLC25A5	ZNF117	ABI1	GRN	TRIM26	SMC5	SNHG12	PTMAP11	TMEM41A	PPDPF	EXOC6	PDHA1	C4orf19	HNRNPF	NRAS	PAFAH2	CYP4V2	KIF1C	TBC1D5	PNP	DAPK1	COX7B	KLHL5	DERL1	PPIA	ARPC5	BTG1	CALD1	VAT1	MTUS1	TOP2B	PPP1CB	SATB1	RHOQ	TTL	DTX3L	APOL6	B2M	GSTT1	FLII	DOCK1	HINT3	PRR13	ZDHHC3	STK24	GLB1	TIPARP	MGST3	SAV1	SLC35F6	DUSP16	SKIL	EIF2S3	ATP5PO	RNF103	ALDH2	SMARCC1	TXN	UBAP1	LPGAT1	NET1	ID1	GLO1	SUCLG1	TMEM87B	RAB6A	HGSNAT	JUN	MPZL1	NDUFA6	NFE2L2	LYPLA1	XRN2	CAPZA1	KLF13	PSME3	NPNT	PAK2	PSAP	PDCD6IP	LEPROT	NDFIP2	RAB11FIP1	RAB10	TXNDC17	ABHD2	CRYZ	CDKN1A	UQCRFS1	ODC1	ATP11B	HEBP2	WASHC4	DHRS7	IL6ST	TM2D2	PBX1	PRSS23	GOT2	NAPG	ALDOA	CIAO2A	PLS1	CS	MPC1	STARD7	NOP10	MACF1	SH3YL1	PAIP1	HLA-E	EPCAM	CDK6	TM7SF3	TMEM87A	RAB5B	XRCC5	WBP2	VDAC1	PTP4A1	NCOA4	LMAN2	RNF128	NAGK	PNPLA2	MAP1LC3B	PHB	RB1CC1	HNRNPAB	DYNC1I2	ZNF83	TNS3	YWHAB	SINHCAF	DLD	SLC25A3	CYC1	TPI1	MUC1	C12orf75	ETFA	ATP5F1A	PATJ	NPC2	EPRS1	ACADVL	RAC1	BRI3	RMND5A	MBD2	GRB2	UQCRC2	ARHGAP12	DUOX2	SDHB	ABCF1	NARS1	CALM2	STAU1	WSB1	H3-3B	SLK	TMEM165	PGK1	DAG1	OGA	SESTD1	LAPTM4A	MYO10	CHD4	NDUFS2	TMBIM6	OPTN	ARPC2	GNS	BZW1	APP	COX5B	VDAC2	HMGB1	PNRC1	MUC13	HADHA	EGR1	HLA-A	LLGL2	TXNRD1	ARHGEF12	UQCRH	MDK	SFPQ	CYP51A1	ACTR2	TCP1	SCAF11	IMPA2	GCC2	NCL	MLEC	FNDC3B	TOP1	RDH11	TSPAN3	FTH1	PCYOX1	HSPA1A	COX7C	PDLIM5	CCT2	EIF4G2	COX6A1	SQSTM1	SYNCRIP	FAM102A	HMGN1	CSTB	ARPC3	OLFM4	UBC	NEAT1	SRP14	CD63
MURARO_PANCREAS_ACINAR_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/MURARO_PANCREAS_ACINAR_CELL	PNLIP	REG1B	PRSS1	ALB	PRSS3P2	CPA2	CTRB2	CEL	PLA2G1B	CELA3A	CPA1	REG1A	PNLIPRP2	CTRB1	CPB1	REG3A	SPINK1	GSTA2	ALDOB	CELA2A	CLPS	CTRC	AMY2A	GP2	GSTA1	OLFM4	PNLIPRP1	PRSS3	BCAT1	CELA3B	LGALS2	KLK1	DUOX2	ANPEP	ADH1C	CFB	LYZ	FGL1	REG3G	MUC1	IL32	CXCL17	SERPINA3	AKR1C3	AKR1C2	SERPINI2	MXRA5	AKR1B10	AOX1	CELA2B	MGST1	UBD	C3	C15orf48	CA12	GDF15	GATM	RNASE1	AKR1C1	NIBAN1	FGG	BNIP5	TC2N	MT1G	TMEM97	ATP10B	B3GNT7	CXCL2	ERP27	TCN1	PDZK1IP1	FKBP9P1	UGT2B15	CTRL	SDC4	GPX2	BIRC3	TPST2	TMC5	SGK1	STEAP4	SAT1	CBS	GATA4	SOD2	KCNQ1	MECOM	TRIB2	CPA4	CYB5A	NR5A2	LCN2	MTUS1	UGDH	CD24	ZFP36L1	TACSTD2	LDHB	YBX3	IMPA2	DUSP4	NTN4	CXCL3	PTGR1	SLC25A37	F3	CEBPD	CPM	PSAT1	CREB3L1	GJB1	TMPRSS2	AKR7A3	XBP1	LGR4	RETREG1	LTB	GULP1	NUPR1	PDGFA	CYP3A5	BACE2	CCL20	IGFBP2	TCIM	HHLA2	TUBB2A	INSR	TM4SF1	FAM3B	CD44	KRTCAP3	AADAC	FBP1	NFIB	GPR160	EDN1	FAM13A	AMY2B	C4orf19	LRG1	IFITM3	REG1CP	RASEF	LYN	GPRC5A	ATP8B1	ERBB3	CLDN4	PLTP	SH3BP4	CCL28	GALNT7	OCLN	MET	NFKBIZ	CYP17A1	ABCC3	SERPINB1	CXCL1	PHLDA1	RASSF6	PACSIN2	FAM107B	LGALS3	ADAMTS1	ZC3H12A	SLC39A8	ELF3	KLF5	B3GNT2	PLIN5	IQGAP2	PTF1A	CXCL8	DHRS3	MYC	SH2D4A	FOXC1	KRT7	TCEA3	MAP3K5	PARD6B	TMSB4X	BAIAP2L1	SLC12A2	OSMR	RAB27B	ATF3	SERINC2	ITGA6	PBLD	SORD	SOX4	NFKBIA	B4GALT1	CHAC1	ADAM9	KIAA1522	SLC16A7	BCL3	HLA-F	SYTL2	KLF6	SLC22A23	TGIF1	IL22RA1	OAF	RPL10	CYP1A1	CCND2	SLFN5	TNFAIP8	ZNF117	TMEM51	P4HB	TPM1	ZNF114	RBPMS	RPS6KA2	ETS2	TM7SF2	MYL12A	CASP4	FGA	FTH1P3	SEL1L	TPD52L1	SOX9	HLA-DMA	PMAIP1	MLPH	NCOA7	PIGR	RAB11FIP1	TCIRG1	GALNT2	CCL8	LYPD1	RASGRP3	TMBIM1	RHOC	DUSP23	SERPINF1	TNFAIP3	ANGPTL4	RSU1	ITPRID2	ALDH2	RPL10L	TUBB3	CLMN	GALNT3	FBXO25	CXCL12	S100A11	PHGDH	CFI	C5	RPL18A	GPRC5B	GPT2	B2M	FUT4	SLC38A1	RNF213	CEMIP2	RDH10	EHD4	ARHGAP18	FKBP11	SLC7A11	TST	TRIM47	AQP8	SEL1L3	RPL36A-HNRNPH2	EGFR	MYL12B	CD2AP	CNN2	IDH2	PPIC	FTH1	SLC12A7	MOB3B	TMEM41A	FA2H	LAMB3	PYCR1	NOP53	NECTIN4	NRARP	PABPC3	HSPB8	LDHA	RDX	LMO7	HSPB1	ZNF704	RPL22L1	PGM1	NAMPT	CAMK1D	RETSAT	TNFAIP1	ANXA4	CCNG1	TUBA1C	MTHFD2	MCCC1	PRR15L	GSTP1	NEAT1	HOMER2	EEF1D	MYO5B	LSR	GLUL	SAV1	TAGLN2	RPL13A	TXNRD1	CGNL1	ACOX1	VTN	SHROOM3	IDH1	MYH9	REST	ZFAND5	PABPC4	NEXN	TPT1	ADM2	SLC30A2	RPS19	LRRC59	GMNN	ZNF217	RND1	RRBP1	ADD3	PIM3	GBP2	JPT1	IL18	FAM162A	RPS12	KITLG	TFPI	SLC66A3	LASP1	PRPS2	HLA-DRB1	XPNPEP1	SMAD3	CLDN2	ALDH3A2	FDX1	TSPAN15	PODXL	CLDN7	CCPG1	RPL29	KRAS	H6PD	PABPC1	CDH1	SLC35D2	SOCS3	TRAF4	PSMB10	CXADR	TAPBP	AMOTL2	TRAM1	WIPI1	CDR2L	PLSCR1	CES2	SRD5A3	RAB3D	LIMA1	SLC39A14	HDHD3	LGALS9	RPL23P8	USP53	EIF2S3	CLIC6	NDRG1	SKIL	TMEM123	EEF1B2	EIF4EBP1	ENAH	CD47	CASP6	STK17A	COLCA2	NR0B2	PTP4A2	EPHX1	GRB10	ARRDC3	ACTG1	FNDC4	CDC42EP1	HEBP1	HIF1A	AP4B1	CASP7	GOLM1	C1R	RPL14	NEDD4L	HLA-DRA	RPL37	MUC20	PDP1	MYO1C	SQSTM1	SPATA13	C2CD2	PIK3AP1	MARCKSL1	CLDN12	SP100	ATRN	PGM2L1	B3GALNT2	RPL7	IFNGR1	TNFRSF10B	CLDN1	TP53INP1	DDAH1	FGD6	MAN2A1	RPLP0	RPS6	SLC44A4	RNF181	F11R	POLD4	RPSAP58	PSMB8	LIMK2	SORBS2	TKT	REPS2	MACC1	KRT8	PPP1R3C	SPTBN1	FRMD8	TMC4	MYO5C	ERO1A	BMF	TP53I11	ASS1	RPL13AP20	GUCD1	SCN9A	ANO6	B3GNT5	EEF2	SHMT2	TXN	BLVRB	C1RL	CYFIP1	HPN	KRT18	ITGA2	KDELR3	GCNT3	TRIB1	RAB9A	SNHG5	TNFRSF12A	FAM161A	CLDN10	PTGFRN	PDCD4	TSPAN13	YAP1	PARVA	SPTSSA	TBC1D1	KIF1C	PTPRK	DBNDD1	TMEM98	CHP1	EIF3F	RBPJ	RPL9	RPL27	MSN	SLC38A2	VAMP8	SPSB1	MAP3K20	TNFSF10	MAL2	POLR1D	CXCL16	RPL12	RPL13AP5	RPS4Y1	UNC5CL	SNAP23	EBP	HEYL	SYNGR2	FLRT2	CHMP4C	GATA6	EIF4E2	JUP	FNIP2	RLIM	TMEM125	RPL36	LAD1	METTL7A	RBM47	ARHGAP26	TSPAN6	ABHD11	CREB5	EIF3E	PRDX4	RPL39	ARSD	FZD5	EIF4EBP2	ANKRD36	ACO1	TMSB10	DAB2IP	SERPINB6	OXA1L	PARD3	HSD17B4	RPS2	SERP1	DAG1	RPS8	CTTN	ANKRD36B	ENC1	MGAT4B	GCLC	EEF1A1	SPCS3	RPL23	RPL27A	RPL26	CNN3	SUCLG2	ATF4	GLRX	POLDIP2	MTMR12	NET1	STK24	CCNC	PPIF	ESRP1	RPS9	EBPL	HSD17B11	EDEM3	PTPRF	RPL13	RPL36AL	RPL32	SMIM14	RPS15A	CREG1	RPL36A	HTATIP2	MCL1	MLEC	TMEM87B	KLF3	CBR1	RPS5	DUSP16	AHCY	BHLHE40	PARP4	CCL2	RBSN	RACK1	RPS16	CD151	PLS3	CDV3	TJP2	PTMA	PPP2R5A	ALAD	GAREM1	NFE2L2	MXI1	RPLP0P2	ABRACL	TOB1	PTER	ASNS	ETV6	PTMAP11	RBM3	STAT6	RPS13	TOR1AIP2	IMPDH2	ACAA1	RPL34	BTF3	HLA-B	NACA	TMEM165	BAZ1A	SRI	MLXIP	PGM3	RER1	RPL35	TES	PTP4A1	RPL10A	TUBB4B	RPN2	SLC35E1	PDLIM5	NACA2	ADI1	EIF3D	ARPC1A	CD74	RPS24	RPLP2	ACSL4	EML4	RPSA	MKNK2	EPB41L4B	ITGAV	EIF3L	CTSD	NIBAN2	IER2	RPS20	CMPK1	RPL11	EIF2S2	CAV2	RPL35A	RPS27L	RPS3A	MBNL2	SETD7	IGBP1	PRDX6	RNF19A	YWHAZ	CAPN2	MCFD2	RPS28	RPS21	TALDO1	RPS27	MAGT1	RPS7	TM9SF3	PNRC1	SSR3	OSTC	ACTN4	PRDX1	RPL19	BTG1	RPL31	UBE2H	HES1	TMED9	CAPZA1	HERPUD1	RPL37A	VMP1	HDGF	RPL4	TMED2	RPL24	RPLP1	LRP10	VIM	PDLIM1	FKBP1A	DNAJC3	RPS4X	RPS27A	PCBP2	JUN	RPS29	FTL	VAPA	ANXA11	NPM1	RPL17	RPS23	RPS3	PPIA	SLC25A5	RPL23A	MARCKS	EEF1G	UBA52	RPL41	HLA-C	RPS25	RPS11	RPL30	RPL38	RPL7A
MURARO_PANCREAS_MESENCHYMAL_STROMAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/MURARO_PANCREAS_MESENCHYMAL_STROMAL_CELL	COL1A1	COL1A2	COL3A1	COL6A3	FN1	SFRP2	COL5A1	SPARC	SERPINE1	COL15A1	COL5A2	COL6A1	PDGFRB	LUM	COL4A1	COL6A2	BGN	VCAN	CYGB	THBS2	COL5A3	PXDN	COL4A2	IGFBP5	LTBP2	LOXL2	SNAI2	WNT5A	SPON2	DCN	IL11	INHBA	LGALS1	SERPINH1	CRLF1	TIMP1	NID1	NOTCH3	COL12A1	TIMP3	IGFBP4	FBN1	CALD1	MRC2	LAMA4	DKK3	PAPPA	FMOD	CRISPLD2	HEYL	MICAL2	CDH11	ISLR	TNFAIP6	ITGA1	PLAT	PRRX1	CTHRC1	C11orf96	HSD11B1	LAMC3	GREM1	BMP8A	HTRA1	THY1	EDNRA	FSTL1	COL18A1	ITGA11	LAMA2	BASP1	S1PR3	LTBP1	UACA	TGFBI	NREP	HTRA3	AEBP1	SPOCK1	TPM2	ANTXR1	CYP1B1	GFPT2	LIF	EMP1	UNC5B	PDGFRA	CCDC80	F2R	STC1	SLC1A5	PAG1	VIM	SLC7A11	TBX3	CTSC	GPX8	POSTN	SPON1	ADAMTS2	LHFPL6	ANO1	MMP11	CAV1	SULF1	PLAU	ITGA5	ZCCHC24	ACTA2	PLXDC1	KLF9	CCDC102B	FOXF2	ZNF469	MMP9	TGFB3	CAVIN1	MMP2	SRPX2	PLIN2	LAMP5	DACT1	MYLK	CCN4	LOX	CAVIN3	C1S	COL8A1	TBX2	MFGE8	ZEB2	NID2	TGFB1I1	LAMB1	BMP1	MMP1	KCNE4	SERPINF1	CYTOR	KANK4	PIEZO2	SNAI1	F2RL2	KANK2	FKBP10	PHGDH	GNG11	FHL2	SULF2	RUNX1	PHLDB1	SCARA3	CALU	GPNMB	OLFML2A	NOTCH1	CHSY1	SMIM3	PPP1R18	FLNA	CARMN	ARHGEF2	IGFBP7	RAI14	PRKG1	PLAUR	MYOF	ALDH1L2	FSCN1	LRRC32	MXRA8	FGF2	IL6	FRMD6	EBF1	ITPRIP	LHFPL2	CLIC4	ITPRIPL2	ZEB1	PHLDA1	CCN1	RAB31	HIC1	TPM4	STEAP1	NRP1	AXL	TNS1	ADAM19	DCBLD2	GUCY1A2	RBMS1	SH2B3	KITLG	PSAT1	CREB3L1	SPHK1	PTPRE	NQO1	HEG1	MSX1	GLI2	CYBRD1	LAMC1	TUBB6	WIPI1	CBLB	NT5E	HK1	ANXA1	COL16A1	CEBPB	MIR4435-2HG	EPS8	IFI16	HOXB2	CYTH3	ARHGAP23	DDIT4	SYDE1	RFTN1	MSC-AS1	RND3	FIBIN	CMTM3	ADAMTS4	RGS10	HCLS1	EHD2	SH3PXD2A	RFLNB	ITGB5	FERMT2	AHNAK	CRTAP	C3orf80	CEMIP	DAB2	PMP22	TPBG	ENC1	CCDC71L	FBXO32	STON1	PPFIBP1	TMEM47	SH3PXD2B	LIMS1	STK17B	IFITM3	MTHFD2	ANGPTL4	PTK7	NOTCH2	MSN	LXN	SHMT2	MT2A	CTSK	LDHB	PRDM1	NUPR1	SSH1	MYH9	ID3	THBS1	NES	FMNL3	NUMBL	SEC23A	JARID2	DSE	EDNRB	GPC6	CCN2	MRAS	IRX4	ITGB3	ZFP36L1	ARHGEF40	IFITM1	SH3KBP1	SSC5D	GJD3	CSGALNACT2	P4HA3	NOTCH2NLA	MFAP4	MGP	NR2F2	CHST15	PLOD1	IL33	G0S2	CKAP4	DLC1	S100A16	A2M	ADAM12	TFPI	SLC38A2	PARVA	SUSD2	REST	AKAP12	AMOTL1	FAM126A	QKI	PTGS2	PMEPA1	ACTN1	CCDC74A	RNF24	PTGES	ARHGEF17	ADGRA2	HMCN1	TNS3	DUSP5	KCNG1	NKD1	SHC1	RAB23	HAS2	MEDAG	SPSB1	SPRY4	ATP1B3	PLOD2	SPRED1	TMEM204	LMO4	CBS	TMEM158	ETS1	GAS7	SPATS2L	MDFIC	CERCAM	PTGS1	GYPC	MPZL1	FAT1	SFRP1	ANO6	FAM114A1	CNN3	ADA	IL1R1	FGF7	IFITM2	FHOD1	CTSL	GASK1B	RASL12	KDELR3	WWTR1	PEAK1	GARS1	LATS2	LRRC59	VCL	ARL4C	CD248	SYNJ2	ANGPTL2	SLC44A1	AFAP1	VSTM4	GPX7	WARS1	VASN	ENAH	SPRED2	NNMT	SGCD	KLF13	SRM	PTPN12	SACS	CD276	MAP4K4	PLEKHO1	MIR100HG	TNC	C1R	WIPF1	ATXN1	HBEGF	PEA15	STK38L	BHLHE40	C2CD2	TRAM2	SLC2A3	COLGALT1	NRP2	MCC	SNX9	GSTO1	TIMP2	RCN1	TLN1	NHS	RASSF8	CNN2	EFNB2	JAK1	CBR1	ZYX	PTPN14	OSMR	SVIL	MYC	MGST1	TFPI2	KCTD10	SH3BGRL3	ZNF532	GEM	P3H4	TMSB10	AP2M1	TTYH3	SMC4	LMCD1	IL4R	EXT1	ITGA2	ARHGAP21	TUBA1C	DYRK2	FAP	G6PD	PFN1	PGD	TMEM98	JCAD	ASNS	SNHG5	RPL22L1	JAG1	TKT	RAB32	DUSP14	NIN	ACSL4	NEXN	YAP1	WBP1L	IER3	ARF4	ANXA5	NPC2	ATF5	TXNRD1	LACC1	SDC2	CDR2L	HNRNPAB	RSU1	RHOQ	IKBIP	CBX3	IGFBP3	DUSP6	MAP3K20	LITAF	ITGAV	VMP1	TSPAN5	ABHD4	MYO1E	ZNF281	PTGFRN	TPM1	YARS1	MAP1A	HDAC7	ITGB1BP1	TPST1	TMEM165	MARCKS	RHBDF1	JAM3	MYADM	PRDX1	MSANTD3	APEX1	SASH1	TMTC3	IARS1	AHR	RCAN1	GALNT10	PELO	ABCA1	FARP1	DIMT1	BAZ1A	C16orf72	TARS1	TBC1D16	TRIB3	VDR	PDE3A	PRDX6	FKBP9	TGM2	TNKS1BP1	CEP170	PLSCR4	RCC2	RNF168	CDK2AP1	KDELR2	FYN	CTSB	TMEM214	BPGM	ARID5B	STK24	SKIL	ITGB1	CTDSP2	RBPMS	ZBTB38	PCK2	H2AZ1	TCF4	TRIO	TWSG1	CDK4	GOLT1B	GOLIM4	PLS3	PPIC	RASAL2	RSL24D1	MTDH	FNDC3B	SLC4A7	SNHG16	MAP4	TIMM17A	PTDSS1	EIF3M	ACVR1	XPOT	PHC2	EPAS1	ARPC2	TGFBR1	WDR1	CAP1	ADH5	MYO10	SELENOS	OSTC	GALNT1	RPL10	B4GALT1	RPL10L	NAV1	SPART	NDN	LMNA	SAR1A	CAMSAP2	RCN2	NCK2	GNB4	TXN	RIC8A	PABPC1	TMED9	YIPF5	NR3C1	MAPKAPK2	MARS1	ARPC1B	HNRNPA1L2	PABPC4	YKT6	FADS1	EEF1D	MAX	TNFRSF12A	EIF2S3	PHB2	DEGS1	COPS8	ACTR3	DDX21	SSR3	KPNA4	HSPA5	CD82	TUBB	NPM1	S100A11	ROCK2	CFL1	FEZ2	RAP1B	WLS	PABPC3	ANXA6	SLC25A3	OXA1L	RAN	EIF2S2	ANKRD11	PSMA7	MARCKSL1	ANXA2P2	EPRS1	FKBP11	ATF4	NAP1L1	LDHA	ACTB	OAT	RRAGA	RB1CC1	HES1	RLIM	CTNNB1	EEF1B2	MCL1	CAPZB	RPL27	CD59	EIF3A	SEC13	TPT1	REXO2	MANF	RBM3	TALDO1	SRXN1	HDLBP	ARL8B	BZW1	AKAP13	SEC24D	NFIC	TMEM50A	GAPDH	ENO1	COPA	RPS16	ANXA2	RPL13A	POMP	FTH1P3	RPLP1	RPL39	BTF3	TPI1	SYNCRIP	EID1	ACTG1	YBX1	MYL12A	SEC31A	RACK1	PGAM1	RPLP0	EEF2	RPL4	HMGB1	RPL10A	PTMA	EEF1A1	RPS13	RPS23	TMSB4X	RPL23
MURARO_PANCREAS_ENDOTHELIAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/MURARO_PANCREAS_ENDOTHELIAL_CELL	FLT1	KDR	CD93	ESAM	SOX18	PECAM1	ESM1	PASK	SLCO2A1	PLVAP	ADGRL4	RGCC	PODXL	COL13A1	PLPP3	THBS1	SELE	CALCRL	EXOC3L2	PDGFB	ACVRL1	HTRA1	ANGPT2	SMAD6	ADGRF5	F2RL3	NRP2	ERG	PRDM1	MMRN2	MCAM	GASK1B	TCF4	EMP1	BDKRB2	CXCR4	THBD	APLNR	ITGA5	CLEC14A	NOTCH4	SNAI1	IGFBP4	SGK1	FSCN1	MYCT1	EMCN	NKX2-3	SHANK3	PCAT19	ETS1	COL4A1	JAG1	PNP	PTPRB	COL4A2	TIE1	NQO1	ROBO4	GPR4	ARHGAP31	NRP1	ACE	TM4SF18	LAMA4	GIMAP7	ADAMTS4	A2M	CXCL12	HEY1	TP53I11	PXDN	ECSCR	SPARC	RHOJ	CYP1A1	GNG11	GMFG	BCL6B	SPRY4	PDE2A	DOCK4	TEK	SHE	CD36	STING1	TMEM204	PLEKHO1	GIMAP4	FAM43A	SOCS3	FZD4	STC1	CDH5	ADAMTS9	MEF2C	ARHGDIB	RGS5	SEMA3G	CLIC2	SERPINE1	WWTR1	LRRC32	OLFML2A	HEG1	MYLK	RAMP2	GIMAP8	DAB2	RAPGEF4	ANGPTL2	FCN3	LDB2	MSN	CYYR1	ITGA1	COL15A1	ABI3	CLIC4	FLT4	DLC1	IFI27	VWF	PLEKHG1	AFAP1L1	EPAS1	LRRC8C	STOM	TGFBR2	RFLNB	MYCN	EFNA1	GBP4	NOVA2	FRMD4A	BMPR2	ST8SIA4	GATA2	RAB31	SPARCL1	ID3	PMEPA1	PRSS23	NOTCH1	ZEB1	P2RY6	LIFR	RAI14	EFNB2	IFITM1	DUSP6	SLC7A11	LRRC8A	NRARP	SERPINH1	CD9	NLRC3	IGFBP7	PPP1R18	SH2D3C	RASGRP3	FHOD1	SEC14L1	MMP1	TCIM	ITPRIP	ZNF532	CD34	UNC5B	RBMS1	HLX	SH2B3	HOXB6	RILPL2	ARHGAP29	SMAD7	NID1	MADCAM1	HTRA3	DAB2IP	GRB10	PKP4	SLC12A7	IFI16	HIP1	LPAR6	HDAC7	QKI	PEA15	ELK3	IFITM2	IL4R	CYP1B1	DPYSL3	EHD4	MPRIP	CSF2RB	CAVIN1	SASH1	PGM2	KCNN3	SPRED1	PREX1	VWA1	TUBB6	ARHGAP23	SLC38A2	FMNL3	MMP2	LUZP1	SNRK	TSPAN14	UPP1	SPON2	LAMB1	SWAP70	EFNB3	CHSY1	DKK3	F2R	FKBP1A	MSX1	INSR	SRGN	TBC1D1	HK1	ITGA2	DIPK2B	RELL1	GARRE1	VIM	PLXNA2	JAK1	GAB1	AHR	UXS1	ITPRIPL2	REST	LDHB	PTPRE	ID1	S100A13	CAV1	LMO2	NOL4L	SLC44A2	ICAM1	CCND1	LATS2	ANKRD50	SLC2A3	MCF2L	JUP	DGKD	GPX1	TGFBR1	LHFPL6	TMEM47	FABP5	ERBIN	VASH1	FSTL1	DENND11	SULF2	SNTB2	ADGRL2	PRCP	SYNPO	FRMD8	RAPGEF1	CTNNA1	ETS2	MARCKSL1	PIM3	LXN	SYNM	ATAD3C	JAM3	LHFPL2	BNIP2	CDK2AP1	DHRS3	RCC2	SKAP2	KBTBD2	CDR2L	PGM2L1	CBL	ATP1B3	TSC22D1	CYGB	PELO	PTPN12	HPCAL1	BGN	MECOM	TM4SF1	KCTD20	UTRN	ECE1	PDGFA	SPG7	CBLB	TBC1D8	LBH	COL5A3	TMSB10	RSU1	SH3KBP1	SOX4	IFITM3	ZNF503	RIPOR1	CTNNB1	LGALS1	PTMA	MLLT1	SLC26A2	NEDD9	PXN	RB1	SNAP23	YES1	RASA4	UACA	CEP170	CDC37	CEBPG	KLF13	MRTFB	ADGRG1	LIMS1	KLHL24	HLA-E	MLEC	PFKP	PTMAP11	WDR1	LAMC1	ANKRD11	MEF2A	ZFP36L2	RAP1A	PITPNC1	RDX	UBE2J1	TP53INP2	IL6ST	ITGAV	APP	SPTBN1	ARHGEF12	HMGB1	ID2	MACF1	MYH9	CD81	ARPC2	MYL12B	CD59	HLA-B	CFL1
HAY_BONE_MARROW_CD34_POS_CLP	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_CD34_POS_CLP	CYGB	ADA	UMODL1	AGPS	TRBVB	PCAT14	MFAP4	ENAM	LAIR1	CD200
HAY_BONE_MARROW_CD34_POS_EO_B_MAST	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_CD34_POS_EO_B_MAST	CLC	HDC	MS4A2	MS4A3	CLEC4O	TPSAB1	PRG2	TPSB2	HPGDS	EPX	EXD3	CDK15	LMO4	LINC00323	SLC45A3	NOX3	HPGD	DTWD2	ADCYAP1
HAY_BONE_MARROW_CD34_POS_ERP	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_CD34_POS_ERP	PCAT18	SERPINE2	MAP7	MEST	AC055874.1	RYR3	NET1	FAM124B	STAT5A	TRIB2
HAY_BONE_MARROW_CD34_POS_ERP_EARLY	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_CD34_POS_ERP_EARLY	GIHCG	ZNF385D	PKIG	STXBP6	SLC40A1	PDZD8	EMID1	ATF7IP2	AMHR2	PHTF1	CCNG1
HAY_BONE_MARROW_CD34_POS_GRAN	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_CD34_POS_GRAN	PRSS57	MPO	AZU1	ELANE	PRTN3	NPW	C1QTNF4	CLEC11A	CPA3	CTSG	CALR	RNASE3	HSPB1	STAR	SUCNR1	MIF	SNHG19	HGF	TMEM258	VAT1	PLPPR3	SH3D21	SNORC	GPR12	ERLIN1	P4HB	CEACAM6
HAY_BONE_MARROW_CD34_POS_HSC	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_CD34_POS_HSC	CRHBP	AVP	NPR3	LINC02573	FAM30A	MYCT1	CRYGD	EGFL7	BEX1	CD34	ZFAS1	PROM1	HTR1F	LINC01122	CYTL1	MSRB3	BAALC	PRKG2	HOXB-AS3	RACK1	RBPMS	C9orf43	RPS24	IL12A-AS1	EBPL	SLC1A6	RPL15	RPL26	NPDC1	NKAIN2	HINT1	HMGA2	GUCY1A1	CALN1	HLF	CDH7	MECOM	DLK1	CD164	KRT8	CHRM3	EMCN	GCSAML	CCDC42	EEF2	ADGRG6	LAPTM4B	RPS9	KRT18	SYPL1	ZNF521	UCHL1	HOXA9	BEX2	HOXB5	IL18	BTF3	BST2	TMEM163	ARMCX1	NACA	ARNTL2-AS1	MFAP2	ROBO4	HOXA7	GSTM5	GNAI1	FAM133A	HOXA6	CCDC175	EHD2	DPPA4	TCTEX1D1	NRIP1	CLEC9A	SULT1C4	DSG2	PLOD2	AC092171.3	C3orf80	EIF3L	HOXA10-AS	TCEAL2	ZBTB8A	EPCAM-DT	TLCD5	ITGA9	SAMD13	HOXA10	EPB41L4A-AS1	ATP1B1	UBR5-AS1	MIR1915HG	CTSF	HOXA3	CBX2	TCEAL4	PCDH17	PRDM16-DT	BAALC-AS2	RSL1D1	NKX2-3	TAOK3	NPM2	ATP2C1	HOXB6	SPOCK3	CCNB1IP1	NAP1L3	CASC15	ELMO1	RASSF9	H2AW	NYNRIN	MYCNOS	FBXW9	HOXB3	TAF1D	SLC8A3	CYYR1	WASIR2	BSPRY	PCBD1	EIF3D	BEX4	CCDC171	FGD5
HAY_BONE_MARROW_CD34_POS_LMPP	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_CD34_POS_LMPP	ACY3	NREP	NEGR1	NPTX2	TRH	MIR1-1HG-AS1	PRSS2	SDK2
HAY_BONE_MARROW_CD34_POS_LYMPHOID_UNK	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_CD34_POS_LYMPHOID_UNK	GLDC	FABP5	VAT1L	LDHA	CAPSL	BCAT1	KCNK9
HAY_BONE_MARROW_CD34_POS_MEP	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_CD34_POS_MEP	DEPTOR	HACD1	SVOPL	CPB1	FREM1	SPINK4	HYAL3	ABCC4
HAY_BONE_MARROW_CD34_POS_MKP	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_CD34_POS_MKP	ITGA2B	AL157895.1	VWF	LTBP1	SPX	WFDC1	ITPKA	PBX1	PLEK	MMRN1	IGSF10	TPM1	PRTFDC1	GJA4	TGFB1I1	ANXA3	COL2A1	MED12L	GATA2	ST6GAL2	DAD1	NAA38	GUCY1B1	TCEAL9	ADRA2A	SLC18A2	CDH6	RBPMS2	ACTN1	ADCY6	ITGA2	DTD1	TRPC6	LTC4S	PTGER3	RAB38	EFNB2	STUM	RAC3	TPI1	OLFM3	TEAD4	RAB3C	HTR2A	MGLL	RYR2	PPIF	DKK1	TTC27	PDIA5	GSTT2B	KALRN	SLC37A1	EXOC3L4	PRKG1	PIEZO2	KAZN	MLEC	KLHL13	EFHC2	GLOD5	MYH7	STAC
HAY_BONE_MARROW_CD34_POS_MULTILIN	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_CD34_POS_MULTILIN	SMIM24	SPINK2	CDK6-AS1	ENO1	CLDN10	NUCB2	CDK6	CPXM1	ISYNA1	ARMH1	FLT3	LKAAEAR1	AIF1L	BZW2	FAM216A	TM7SF3	CLGN	CDH2	DNAJC12	TCEAL5
HAY_BONE_MARROW_CD34_POS_PRE_B	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_CD34_POS_PRE_B	CD79B	TCL1A	BCL7A	PCDH9	CCDC191	ACSM3	CFAP73	SNHG7	NIBAN3	CDHR3	RCSD1	NSMCE1	RUBCNL	AFF3	C16orf74	IRF4	WASF1	BACH2	CCDC112	AEBP1	DTX1	APBB2	SOX4	HRK	NEIL1	LINC02227	CD38	LDLRAD4	BMP3	BEST3	ABHD15	STIM2	PAX5	CDC25B	H1-2	MIR181A1HG	TMEM243	KLHL14	BTBD3	RAPGEF5	PPP1R14A	ADAM23	STARD4-AS1	BTK	TCL1B	AC016866.1	ERP29	TRABD	TAX1BP3	RIMS3	SYK	TM7SF2	DDX54	LIMD2	CCDC69	DNMT3B	ROR1	C7orf50	CEMIP	REPIN1	TMEM131L	RASAL1	CSNK1E	MYO1C	TMEM38A	KANK2	H2BC8	CFAP251	MPZL1	AMBP	CECR2	SBSPON	NOXA1	PLG	TBC1D1	BAZ2A	CDC40	KIN	MRO	TRAM1	FMO1	UBXN1	AL035696.3	FOXD3-AS1	LINC01215	HIP1	PLEKHA2	SYF2	KIF12	EIF3F	ENTPD8	SHOX2	GSDME	EFHC1	LAMA5	RB1	NSUN7	FAM3B
HAY_BONE_MARROW_CD34_POS_PRE_PC	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_CD34_POS_PRE_PC	DNTT	VPREB3	VPREB1	CD9	HMHB1	LCN6	AKAP12	LINC01013	ARPP21	SOCS2	SMIM3	DUSP26	MME	HPS4	ERG	RPS4Y2	SH2D4B	MLXIP	LAPTM5	RAG1	EBF1	TOP2B	CLEC14A	SLC8A1-AS1	RAG2	ZCCHC7	LINC00426	FHIT	LINC00114	QRSL1	MT1X	SMAD1	CMTM7	XXYLT1-AS2	P4HA2	PXDN	LHPP	DNMT3L-AS1	AC025154.2	SIAH2	ZNF22	NPY	CCDC81	ERGIC1	GABPB1	BLNK	TP53INP1	NFIA-AS2	HHIP	MPPED2	NAV1	SPANXB1	SARDH	HHIP-AS1	GAB1	AQP5	NKX6-3	MTF2	JUP	DBN1	POLA2	FXYD2	GBP4	GPSM1	SNX2	LINC01507	GABPB1-AS1	RIMKLB	DOK4	S1PR4	MDM4	LY6H	ABHD17B	MAGED1	PPFIBP1	XPNPEP2	MAP1LC3B	S100A1	PRCD	ALPG	SELENOF	ELK3	ZNF22-AS1	SERPINI1	PPP3CC	TSPAN14	EIPR1	SYNE3	TMEM217	STAG3	GPR176	ERO1B	AHDC1	ATP1B3	CKMT2	FAM241A	RNF43	PPP2R2C	SH3TC1	LINC00305	SLC35E3	LUC7L3	LINC02202	SEMA6A	TAF7	RHPN1	ABCG2	ZNF608	COBL	LRFN2	SCHIP1	BCR	PLIN3	CHD9	SEC63	FAM215B	RFX5-AS1	MDM2	ANKRD10	ADPRM	COX7A2L	NUDT11	MYO5C
HAY_BONE_MARROW_CD8_T_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_CD8_T_CELL	CCL5	GZMH	IL32	CD8A	DUSP2	KLRG1	TRGC2	GZMK	LYAR	HLA-B	LINC01871	CD8B	LAG3	PPP2R5C	CD99	RGS1	PTPRC	CXCR4	SH2D1A	JAKMIP1	FYN	PATL2	PTPN7	TIGIT	CLEC2B	SYNE2	ZNF683	F2R	STK17A	A2M-AS1	MIAT	GUK1	TENT5C	RASAL3	SRSF7	IFNG	TMA7	ATG2A	CRTAM	UBC	PTPN22	MSC	TPRG1	PPDPF	TNFRSF9	TTC16	PARP8	LINC00987	RNF19A	ITGB1	JMJD6	TRG-AS1	SLA	GBP5	NR4A2	HERPUD2	MFSD10	KIF19	TNIP3	CAPN2	KIF21A	ATP8A1	SON	CCNH	MT1F	ARAP2	CXCR6	PRDM1	CHI3L2	ENC1	SLAMF6
HAY_BONE_MARROW_DENDRITIC_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_DENDRITIC_CELL	CD74	HLA-DPB1	HLA-DPA1	HLA-DRB1	HLA-DRA	FCER1A	HLA-DQA1	PLD4	HLA-DQB1	LILRA4	IRF7	CLEC10A	CST3	IRF8	SERPINF1	HLA-DMA	TPM2	SMPD3	C12orf75	HLA-DRB5	CCDC50	ITM2C	APP	ENHO	IL3RA	PPP1R14B	UGCG	CLEC4C	SCT	GPR183	SEC61B	ALOX5AP	CD1C	HLA-DMB	TCF4	LILRB4	DNASE1L3	LINC02812	LGMN	LRRC26	PTPRS	RNASE6	SCN9A	JAML	SHD	PROC	SLC15A4	ASIP	PPM1J	TGFBI	BCL11A	PLAC8	TSPAN13	TNFRSF21	PHACTR1	PKIB	PLP2	P2RY14	NDRG2	LSP1	SPCS1	ZFAT	TRAF4	RHEX	LINC00996	SCAMP5	PHEX	GAPT	MAP1A	ALDH2	PACSIN1	EPHB1	CD1E	C12orf45	LINC01724	SERPINF2	HLA-DQA2	TMEM8B	MYBL2	SPINT2	CLN8	LAMP5	EGLN3	MAPKAPK2	SNX3	PPIB	RUNX2	LCT-AS1	SLC4A3	CSF2RA	KRT5	OPN3	NOTCH4	TXN	RPS6KA4	SEC61G	WDFY4	VEGFB	CCDC88A	TNNI2	P2RY6	CUX2	UNC93B1	UBE2E2	SLC7A5	PARK7	OSTC	PPP1R14B-AS1	ATG101	OFD1	CUEDC1	SLC7A11	KCNK6	SEMA7A	CLIC2	EPHA2	CD2AP	CIB2	CXCR3	IDH3A	ST14	SIDT1	IL1R2	CYP46A1	UPK3A	CIITA	CCDC189	GNA15	PTMS	SLC12A3	KCNK17	SCAMP4	ALCAM	C1orf54	FAM221B	CSF2RB	PLXNA4	CRIP3	BRK1	PLVAP	CADM4	KCNK10	VASH2	SFT2D2	SLC35F3	CBFA2T3	RRBP1	DUSP5	FUT7	SLC20A1	TMED10	SMIM6	DNAJC4	LINC00865	EIF2AK4	PFKFB2	NUDT17	CRYM	COL26A1	TMEM109	PON2	NEK8	TMEM210	ARID3A	TM9SF2	SLC9A7	SPNS3	CACNA2D3	MRC1	RUBCN	MIF4GD	TTC39A	ST3GAL4	PRXL2A	SSR1	LINC01374	LRRC36	MILR1	COMT	CCDC183	KIRREL3	PARVG	AP3S1	PALD1	KCNA5	NLRP7	SUSD1	LINC02132	B4GALT1	GRIP1	ERCC1	CBX6	CRYM-AS1	ANKRD65	SH3BP4
HAY_BONE_MARROW_EARLY_ERYTHROBLAST	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_EARLY_ERYTHROBLAST	APOC1	NMU	CNRIP1	GAL	NPM1	CXADR	FAM89A	PNMT	GCSH	C1QBP	NME1	FSCN1	CDH1	PVT1	GRTP1	UNG	MYC	DNPH1	DES	DHRS11	CCDC26	CENPV	RPL37A	SRM	MYB	AHCY	UQCRH	NPM3	PEBP1	SORD	PMP22	CASP3	GNL3	GSTM3	TUFM	MRPS25	PRMT1	MORF4L2	CASP6	PPA1	CHCHD2	COL6A5	TMEM97	CMSS1	NHP2	AK2	KCNK5	MRPL52	SLC27A2	COQ8A	PGAP4	MGST2	GGCT	FBL	RPL23	PLTP	DCTPP1	AIG1	KIT	TRIP6	MUC1	SELENOH	MRPS23	CLNS1A	MICOS10	CYP2E1	HNRNPC	ECHS1	PHF6	HDAC7	SLC39A4	MRPS26	EIF1AX	TFAM	FAM136A	WDR43	NDUFAF2	PNPO	PABPC4	DNAH14	DMAC1	RRP9	SLC12A6	OLA1	SDHAF3	RPP40	ATP5MD	INTS13	NDUFC2	GTF3A	ABO	GATA2-AS1	NMI	MDH2	EXTL2
HAY_BONE_MARROW_EOSINOPHIL	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_EOSINOPHIL	RNASE2	LYZ	LGALS1	RETN	MT-CO2	H1-10	MT-CO3	RPLP1	MT-ND4	MT-ATP6	COX8A	SLC44A1	RFLNB	SERPINB10	RAB32	DBI	MT-ND4L	MT-ND1	H2AJ	MT-ND5	MS4A4A	BLOC1S1	NT5DC2	KIF22	H1-4	MRPL33	KIAA0930	MZT2B	SERPINB8	TPM3	HNRNPD	ANKRD13D	SUB1	ASRGL1	NDUFS6	PRLR	ALYREF	MRPL23	NDUFB11	CEBPA	RECK	IQGAP3	PHPT1	HSPA5	RPN1	NDUFA3	MT-CYB	WDFY2	TMBIM6	TMEM160	MBD3	P2RY2	IL1RAP	ATP8B4	SNHG25	KBTBD11	TMX4	GNB1
HAY_BONE_MARROW_ERYTHROBLAST	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_ERYTHROBLAST	PRDX2	AHSP	BLVRB	HBB	HMBS	ALAS2	CA1	ATP5IF1	MYL4	CA2	KLF1	HBA1	UROD	GYPA	SMIM1	TMEM14C	RHAG	KCNH2	UBAC1	FECH	HBQ1	SYNGR1	FAM178B	AK1	TLCD4	ADD2	HEMGN	RFESD	TMEM14B	NME4	MINPP1	CTSE	GATA1	HBA2	TUBG1	GYPC	SNCA	HEBP1	REXO2	METAP2	GLRX5	SPTA1	GFI1B	MPC2	MBOAT2	SLC25A37	NFIA	HBD	TSPAN17	GYPB	SELENBP1	DNAJA4	EPOR	ANK1	SLC25A21	SLC25A39	AKR1C3	OAT	SLC4A1	EPCAM	ALAD	FAM210B	HSP90AA1	A4GALT	LXN	KEL	CR1L	RAN	GCLM	TFR2	HMGN5	CCNE1	UBE2T	CCT6A	EPB42	UROS	RHCE	CD36	STRADB	LINC01133	MGST3	CPOX	SLC38A5	HSPD1	NMNAT3	TFRC	TUBB4B	CKS2	HBM	CCNA2	ACHE	SLC29A1	TFDP1	HMGA1	CCNB2	DLGAP5	VDAC3	YBX1	TUBB2A	PCLAF	TRIM10	DNAJC9	CENPU	CDC20	RPA3	PKLR	RAB3IL1	BOLA3	TPGS2	ALDH1A1	CCT2	KRT13	DHFR	HNRNPAB	CD59	PA2G4	LPCAT3	GMNN	FHL2	SLIRP	CDK1	MCM7	FKBP4	FEN1	CCNB1	PBK	PRC1	CAT	PCCB	GYPE	XK	BSG	FBXO7	CDK4	PYCR1	EIF1AY	ARV1	RHD	TAL1	PCNA	SMIM10	RPL22L1	PARVB	NARF	ECI2	PSMB5	RCL1	IDH2	DMTN	CDT1	ANKLE1	PAICS	SERBP1	AQP1	RANBP1	SRI	TMOD1	POLE2	MFSD2B	FXN	MYH10	ATP5MC1	ABCB10	SNRPG	SLC43A3	ANP32B	AC073349.1	MLLT3	E2F4	B3GALNT1	DTYMK	TK1	H1-0	WDR34	CENPH	FAM83D	GADD45GIP1	SPTB	MCM4	SMC2	ISOC2	HES6	ATP1B2	RAD23A	LRRCC1	CENPW	GAR1	PIR	HAGH	SLC22A16	CA3	PSMG1	MPST	VBP1	MRPL37	DUT	SOX6	HSPE1	AMMECR1	SOD1	NOP10	RRM2	PAK1IP1	RFC4	MCM5	SLC43A1	TRAP1	NUP37	PTTG1	SLC6A8	RUVBL2	PPT2	HSPA8	STEAP3	MCM2	TCP1	VRK1	PLPP4	DDX1	CDC42BPA	CCDC34	PRKAB1	HACD3	TSPO2	SEC14L4	RHOBTB3	C17orf99	CDCA4	CD82	MPP1	SLC2A1	PRDX3	DKC1	PTGES3	PPIL1	ATP5MC3	GINS2	RBX1	CTNNAL1	HLTF	UQCC2	TAF9	TANGO2	NASP	GLRX	SLC39A8	SLC48A1	TST	AURKA	ATP5MF	CRLS1	MCM10	HTRA2	BLVRA	PRKAR2B	PDHA1	PLA2G12A	NCL	FN3K	DHRS13	RRM1	TUBA1C	COPS3	EIF3A	FAM13A	SNRPD1	GAD1	EIF5A	SLC16A9	APOL4	TESC	HMMR	CCT5	PSMD12	PIGQ	CISD2	ACTL6A	MRPL12	SNRPE	LAGE3	GPT	ENG	CLCN4	STOML2	ATP5F1A	FUT1	AK6	CHAC2	TUBB6	SLC37A4	MCM3	PSMD6	SLBP	ERMAP	TXNL1	SPC24	NUDC	HSP90AB1	MRPS9	EPDR1	TIMM13	ATG3	ORC6	HPRT1	HBS1L	YWHAH	YWHAE	CMBL	C16orf95	EEF1AKNMT	HSD3B7	CDKN3	PPA2	CDC27	C19orf48	ST6GALNAC4	SLC39A3	ACKR1	CMAS	STK25	MRPS34	SUPT16H	ACAT1	MRPL2	DEPDC1	TMPRSS9	ORC1	MPDU1	ECH1	MRPL51	CACYBP	NDUFC1	CDK2	OSBP2	TIMM8B	SRSF2	ILF2	DYNLL1	MIS18A	EEF1E1	TTLL12	RPL7A	TSTA3	RFC3	ZFYVE21	EIF2AK1	IFI27	ACSS1	ETFA	LINC00570	HAT1	CYB5A	NCAPH	CDC6	RNF182	NDUFA8	NCAPG	MSH2	RFK	CAST	ESCO2	AP2M1	SSRP1	CENPE	SSB	CSE1L	RPLP0	POLE3	LRRC59	ATAD5	CDCA3	KIF23	TOMM40	PAFAH1B3	MRPL13	MCM6	C9orf40	PIP5K1B	PSMC3	CYC1	POLD2	NOP16	MRPL27	MRPL35	H1-3	DAAM1	HNRNPF	CCT3	MRPL20	HDAC2	PNPT1	DLEU1	KIF2C	PSMG3	RNASEH2A	ATP5F1B	HK1	POMGNT2	GCAT	TNXB	ACADS	EIF2S1	TCEA1	IMPDH2	PPOX	TXN2	CKAP2	FARSA	CCDC169	B9D1	PHB	NDUFS5	KIF20B	YEATS4	GART	ICAM4	DTL	C20orf27	RPL8	DCAF11	CCT8	POLR2I	EBNA1BP2	ERH	OIP5	TROAP	TMEM141	COMMD4	WDHD1	SAMM50	DECR2	MOSPD1	ADSL	MTCH2	SNRPB	JPT2	USP14	GMPS	PRIM1	RNF5	C1orf198	ATP7B	ST6GALNAC1	ERI2	MRPL42	RPF2	ACSBG1	PHOSPHO1	ASF1A	MTHFD1	YPEL4	PSMD2	GUCD1	NDUFAF8	MRPS17	KLHDC8B	APEH	MACIR	C8orf88	SNRPF	FH	HADH	NEK2	PRKDC	NDUFB6	FKBPL	NOP58	CHCHD3	PLK1	EXO1	VPS29	BOP1	ATAD3A	PITHD1	LRR1	LMO2	SPHK1	HPDL	RAB13	ARL9	EIF5B	SNRNP40	SKA1	ELOVL6	CHPT1	NDUFAB1	IFRD2	NDUFV2	PSMD1	SLC10A4	MRPL18	RPIA	FADS2	UQCRQ	MMADHC	TAC3	CDC45	THOC3	ARHGAP23	MRTO4	AUNIP	NDUFB9	PCMT1	DEPDC1B	UBXN10	PRKAR1B	NAA50	FARSB	LCA5	CCT4	AP2B1	TSFM	FIS1	SNX22	TGM2	DSN1	AMT	ACAA2	MRPL3	TRMT112	DPM2	MRPL17	CYTOR	DSCC1	RIF1	KEAP1	EIF2S2	FHDC1	ICA1	EXOSC8	DPCD	AKR1C1	PFKM	REPS2	CENPX	POLR2F	POC1A	SLC1A5	FXYD3	LINC02772	CHEK1	PSMC2	ZNRD2	FANCI	POP7	PLK4	GPN3	MACROD1	PPME1	BCCIP	DIAPH3	HPF1	WDR4	BUB1	DCUN1D5	TEDC2	SSBP1	SCCPDH	CCT7	RUVBL1	ATIC	RPS6KL1	TMEM14A	MRPL22	PDAP1	SLC25A3	LDB1	TIMM10	WDR12	AGFG2	MICALL2	PSMA5	MRPS2	SMC3	CHAF1A	BRIX1	TOP1	PSMF1	KIF4A	RPL3L	XRCC5	S100A3	STIP1	LSM5	COQ3	TXNDC9	LBR	CHCHD1	SIGMAR1	EIF4E	HSDL2	EIF3J	MRPS18C	ENOSF1	SNRNP25	SRPK1	PLEK2	RMDN3	PHB2	DCAF6	UQCC3	TTK	IMMT	HOOK1	IARS1	PSMB1	CCDC15	DLD	FN3KRP	CLTC	PNP	ARMC1	PKMYT1	PSMD14	RCCD1	FAHD1	RFC5	COX5A	EIF2B3	CDCA2	PPM1G	MTFR2	FDPS	MELK	GARS1	DNMT1	EIF3I	TTC8	MNS1	TRUB2	TRIP13	APEX1	STAU1	PRDX6	AAAS	RILP	VRK2	TP53BP2	DNAJC6	POLR2H	SHMT1	KNSTRN	VPS9D1-AS1	PRXL2B	MARVELD2	YBX3	TEX30	REC8	STOM	ANLN	HARS1	ARL2	MRPL14	SRSF1	EPRS1	ORC4	MRPS15	HDGF	BYSL	NDUFA6	PSMA4	MRPL39	SLC2A4	TMEM86B	HIGD1A	SNX8	ERI1	PRELID2	KMT5A	CEP57L1	MCUR1	ARHGAP11A	PFDN6	SLC6A9	NOLC1	BANF1	NFIX	ZNF273	PARPBP	BRCA2	MRPL4	MRPL1	RRP7A	PSMC6	NOP56	MRPS16	CCDC47	KCNN4	TPRKB	CALM3	ART4	NDUFAF3	MTERF2	ETFB	C17orf58	BRCA1	CENPP	MRPL19	NPRL3	GOT2	KLHDC3	NUDT1	ACOT13	PES1	NCEH1	GPATCH4	SLC25A15	WRN	SSX2IP	RBBP4	PSMD9	TRAK2	SPECC1	NECTIN1	PSMD11	ZMYND8	KIF9	HSBP1L1	NUDT4	FAH	RPL26L1	TNS1	SMS	MED25	KIAA1586	SLC9B2	NAP1L4	SLC11A2	ST13	LSM3	CHID1	XRCC6	DECR1	HSPA9	CCDC28B	COA4	MRPL15	SH3GLB2	G3BP1	GSPT1	TIMM50	MGAT3	SLC22A4	ESPN	CBX3	RPA1	MAP2K2	SNRPC	CA8	MAP2K3	PSMC4	ABCC5	NCS1	METTL5	PISD	NPL	HBG2	MSH6	LSM2	HAUS6	MRPL50	DNAJC11	DNAJC8	ARL6IP6	KIF20A	ABCE1	MED8	MRM1	ASH2L	CD3EAP	ERCC6L	CENPK	ZDHHC3	ATPAF1	TIMM21	CBY1	ARPC1A	ISCA2	ATP23	RPA2	FAM110D	BCAP29	MKS1	VARS1	WDR61	POLR3H	PSMB6	NSMCE2	CAPRIN2	BAZ1A	HCCS	PTH2R	MRPL28	POMP	PAGE2B	MIPEP	RRP15	UMPS	MRPS22	WIPF3	RANBP10	ROGDI	RIPOR3	NDUFS3	PRPF19	MAGOHB	MTFR1	CETN3	METTL2A	SNRPD3	FKBP3	CDC16	PSMC1	SGTA	WBP4	TIMM23	AIMP2	SLC44A4	PPIH	DNAJA1	HIKESHI	MRPS31	RNF187	POLD1	SPAG5	COMMD3	HBZ	SFXN4	XRCC2	METTL21A	PSMD3	MALSU1	NADK2	TIMM44	PSMB7	AHSA1	ESD	SPTBN2	NT5M	PSMA3	AGPAT5	SASS6	GTF3C6	NDUFB3	MRPS28	SNW1	BCL2L12	AP2A1	SLC25A38	ILF3	RFXAP	PRPS2	U2SURP	PAQR9	XRCC3	PYCR3	TBC1D7	MECR	EI24	BAG2	CENPS	MRPS7	EXOSC3	RFC2	IFTAP	PRMT5	LRP11	ATP5PF	CCDC14	TARS1	USP15	MRPL16	BOLA3-AS1	CLN6	MKKS	CPSF3	ALDH4A1	BUB1B	NUTF2	PSMB2	ACAD9	ZNF367	ISOC1	TMA16	COPB2	CHEK2	TLN2	SREBF1	KCNJ12	C6orf89	HPS1	HSF1	PTCD3	EIF4EBP1	TSPAN5	PTBP1	LSM4	FANCD2	HDDC3	ZWILCH	CYCS	PRPS1	ELOVL1	ENY2	SLC7A1	LAS1L	STAM	METTL1	VCP	GINS3	VPS25	RAD50	PTK2	CCDC86	CDC25A	LARS1	HSD17B4	SMC6	RALBP1	DOLPP1	POLDIP2	ATP5PB	RAD51C	HADHA	GINS1	ING2	SPA17	AFG3L2	GBGT1	TMEM237	BCS1L	GATB	WDR5	ALDH18A1	MRPL46	AMD1	KREMEN1	UCHL5	NDUFS8	KLHL18	ELAVL1	CIT	EXOSC7	EPHB4	GNL2	QTRT1	ELOC	PUS7	HINT2	GCLC	ACADVL	NIF3L1	WIPI2	SNHG10	MIR4435-2HG	ERFE	SNRNP70	MRPS10	PNPLA4	NFS1	DDT	IFI27L1	NBAS	IGF2BP2	DPY30	APEX2	MFAP1	COPS5	MRPL11	ANAPC11	MTX2	AIDA	MRPS18B	SDHA	POLR3K	NUP93	C1D	CAPRIN1	ANKH	PPIP5K2	BAG1	TBPL1	KIF18A	ADAMTS3	SMARCA5	CDC7	AK7	NDUFA2	LIN9	GLRX3	HSPBP1	TSR1	NEDD4L	MRPL47	MRPS11	RFC1	RIPOR1	CBR1	THOC6	ARHGEF39	PGRMC2	MDN1	POLQ	DPM1	FAM72C	MRPL34	RNF123	DEXI	CNP	RCC1	RDX	RBFA	NDUFA10	COL18A1	ANKRD9	UCHL3	TBC1D23	DPH2	REXO5	RBM17	TMX2	RPP30	CNKSR3	MTX1	UBE2K	THOC7	YIPF6	HSPH1	MFHAS1	DDI2	SLC25A10	MCAT	TCERG1	SPRR2F	CFAP298	SCOC	TRMT5	EXOSC9	NDUFS1	NELFCD	TIMMDC1	FAM104B	GEMIN2	PSMA2	PRMT3	PDCD2L	PLRG1	NDUFAF4	PSMD7	MICU2	NIPSNAP3A	RFWD3	MRPL21	BABAM1	CKAP5	CARM1	MTERF3	NDUFV3	PLS1	SPDL1	NUP62CL	UQCRC1	SUV39H2	NCAPD3	LTV1	DPH6	RNF40	SF3B6	THEM6	RRP1	CLPB	HAUS2	RTCB	NAE1	COA1	ECT2	CLTA	THOP1	NUP35	ANAPC7	SNRPA	HDHD3	GRPEL1	HDAC3	MRPL57	EIF4G1	NFYB	HSPA4	CRACD	SEC14L3	ALDH1B1	PHETA2	UQCR10	RECQL4	RAB23	NAT10	MYT1	SEPTIN11	MRPL58	PLEKHJ1	GRB10	CD58	RAD54L	RARS1	NCAPG2	ZNF620	DNAJC19	SLC30A9	SEC22C	COQ9	AURKAIP1	ARMC8	TBL3	DGUOK-AS1	SPESP1	LRPPRC	NDUFA9	FANCA	CSNK2A1	PLEKHH3	KIF26A	NOC3L	GAS2L3	FAM72D	IL17RE	PHF5A	MRPS36	RIOK1	DHODH	LUC7L2	EPS15-AS1	DYRK3	PDCD4	TIMM8A	POLA1	MORN2	SUMO3	DDB1	PIGW	FAM207A	MRPL36	RAD23B	AARS1	KATNBL1	AASDHPPT	ATP6V1C1	CPSF4	CENPL	PXMP4	AIFM1	NIBAN2	DPF3	DYNC1LI1	NOP14	DIMT1	MRPL45	ZNF788P	SNRPA1	ERI3	GHITM	PRMT6	RMDN1	NARS1	DDX11	PKP4	SYNCRIP	KHSRP	GTPBP4	SLC22A23	SAR1B	ZW10	COA7	CSTF2	PPAT	ORC2	RIDA	FUNDC2	KPNA3	TPRA1	DNAJC15	PPP2R1B	TIMM17A	UCK2	BCAM	PRPF40A	MRM2	RNASEH2C	C12orf29	UBXN8	IMP4	SPART	TGS1	CEP152	IK	SPTLC2	FBH1	GTF2F2	COMMD1	NDUFV1	PMPCB	NOL7	DMC1	SLC2A4RG	MMAB	GFOD2	TUBAL3	EMC4	DRG1	VANGL1	STRIP2	FAM114A2	TBRG4	UBTF	EIF4H	EME1	UQCRFS1	USP48	WAPL	COASY	EXOSC2	MRPS18A	SRP72	HBG1	CCDC138	ZNF451	CCDC124	TXNRD1	POLD3	ARVCF	LRWD1	SUGT1	CRISP2	CCDC58	MRPL49	TRMT10C	PMM1	APOBEC3B	ICMT	GRWD1	PSMD8	GTF2F1	NEK1	NANP	TXNRD2	GET3	KBTBD12	SPATA33	YWHAG	IFT52	DUSP21	ARHGEF12	UTP18	ABCF2	NUP85	EIF1B	N6AMT1	RMND5B	PDHB	PC	ZDHHC14	PTRH2	POLR2K	FOXRED1	DHX15	POLR2E	PPP1R8	OGFOD2
HAY_BONE_MARROW_FOLLICULAR_B_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_FOLLICULAR_B_CELL	MS4A1	CD79A	BANK1	LINC00926	CD37	TNFRSF13C	RALGPS2	BLK	LINC01781	LINC01857	HLA-DOB	P2RX5	TNFRSF13B	ARHGAP24	FCER2	CD22	FCRLA	ADAM28	FCRL2	PNOC	CD40	FCRL1	HVCN1	OSBPL10-AS1	LINC02397	CD52	RPS11	TLR10	BIRC3	CYB561A3	SPIB	COBLL1	CD19	GNG7	CLECL1	MARCHF1	CD83	TMEM156	CPNE5	MEF2C	CXCR5	PLPP5	EZR	SWAP70	FCGR2B	NFKBID	AIM2	ZBTB32	SMIM14	IFT57	SEL1L3	TPD52	BACE2	CNR2	SP140	FCMR	ACP5	TCOF1	ORAI2	PRDM2	CNFN	RRAS2	RAB30	KLK1	MACROD2	DRAM2	RHBDF2	LCN8	TMEM154	PKHD1L1	LY9	COL19A1	ADAM19	AP1S3	GGA2	BCAS4	NXPH4	CXXC5	PPM1K	COL4A4	STAP1	SEMA4B	PNISR	COCH	PLEKHG1	CD70	TRAF5	ABCB4	EBI3	ISCU	CD180	LARGE1	HLA-DOA	LINC02422	FXYD1	COL4A3	METTL8	PLEKHG7	GNG3	STX7	OSTN-AS1	FCRL3	GPM6A	NCOA3	ZNF860	CNTNAP2	SP100	VOPP1	SETBP1	KDM4B	DOK7	LINC02413	IKZF3	LINC00494	REL	OSBPL10	SYNPO	TEX9	E2F5	CHD7	ARHGAP25	LIMS2	BTNL9	SPON1	LARGE2	AC104024.1	SLC38A11	PTPN1	SP110	TBC1D9	TFEB	ZDHHC21	SMAGP	NFKB2	GNB5	PEG10	COL9A3	DUSP22	AK8	BTLA	BAIAP3	CYSLTR1
HAY_BONE_MARROW_IMMATURE_NEUTROPHIL	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_IMMATURE_NEUTROPHIL	FTL	CTSS	NEAT1	LGALS2	CLEC7A	NAMPT	ZFP36L1	CEBPB	MAFB	SGK1	NPC2	HIF1A	ATP2B1-AS1	FCGRT	CEBPD	IFI30	PFDN5	ODF3B	ASAH1	G0S2	GLUL	NINJ1	KLF10	NFKBIA	EMP3	CD300E	ITM2B	ATP2B1	CLEC4A	LGALS3	PLSCR1	DUSP6	CPVL	PTP4A2	IRF2BP2	CDKN1A	PFKFB3	CCR1	APOBEC3A	BCL2A1	EVI2B	TLE3	UPP1	FCGR2A	CD86	IER5	RAP2B	SEC11A	TNFAIP2	PLIN2	ZEB2	HMOX1	IER3	VMP1	PCBP1	MGAT1	RAC1	ZNF385A	VEGFA	ATP6V1F	RHOA	SLC43A2	PID1	GPX4	AHR	GPCPD1	IL1B	GNA13	IL13RA1	SAT2	BNIP3L	HBEGF	CTSB	FCGR1A	LACTB	PPT1	CTNNB1	IFNGR2	CYRIA	MAP3K8	GABARAPL1	EVI2A	GRINA	C15orf48	CRTAP	MARCO	PICALM	C9orf72	CD4	HK2	C15orf39	TMEM70	SH2B3	NLRP3	MIR22HG	ARF6	CARD19	DPYSL2	RAB20	SLC6A6	TXNIP	CPEB4	LIPA	UBA52	PRKAG2	JARID2	ZDHHC1	H3-3B	UBE2R2	SH3BP2	BACH1	BHLHE40	LUCAT1	RHOQ	KLF11	IFI6	HSD17B11	EPB41L3	VAMP3	FOXO3	RIT1	SLC16A6	TMEM219	RAB1A	CDC42	RELT	ICAM1	THBD	NUMB	ARRDC4	TRMT1	CRIP1	DSE	ID1	PHLDA2	METRNL	SECTM1	USP3	RIPK2	C16orf72	B3GNT5	SHTN1	KDM6B	HPSE	TMEM127	RBPJ	FUOM	MYO9B	FCGR1B	RTN1	PELI1	ARRDC3	SERTAD2	SLC30A1	PRCP	IL10RA	PEA15	MAPK6	NOTCH2	MAP3K2	ZFYVE16	CCL3L3	PLEKHB2	RNF145	HCAR3	CEP170	ZFHX3	ARL4A	ABCA1	USP12	PCBP2	UBE2D3	RIOK3	BCL3	SLC8A1	DDIT3	RNF19B	IER5L	GAB2	ATP6V1G1	PTP4A1	BIRC2	FAM91A1	PRKAG2-AS1	DDX3X	SUSD6	EP300	ICOSLG	GRB2	ARHGAP27	RNF141	IFITM10	BCL2L11	LCP2
HAY_BONE_MARROW_MONOCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_MONOCYTE	LST1	FCGR3A	AIF1	COTL1	MS4A7	IFITM3	PELATON	CDKN1C	HES4	FCER1G	FTH1	SERPINA1	PSAP	SAT1	S100A11	TIMP1	RHOC	LRRC25	CXCL16	PILRA	CD68	SPI1	CSF1R	VMO1	TCF7L2	LYPD2	SIGLEC10	LYN	CKB	ZNF703	VSIR	LILRB2	HCK	LILRA1	LILRA5	NAP1L1	WARS1	TPPP3	BATF3	BID	C5AR1	PECAM1	CSTB	JPT1	SLC7A7	RNASET2	TNFRSF1B	C1QA	UNC119	LINC02345	CAMK1	DRAP1	SLC2A6	NAAA	CMTM6	PTPN6	LY6E	CALHM6	TMSB4X	FAM110A	ARPC3	C19orf38	FKBP1A	MAPKAPK3	OAS1	RHOG	ADGRE1	CEACAM3	FGR	MTSS1	VASP	LILRB1	CDH23	PRELID1	LINC02432	MYL6	CTSL	HSBP1	ABI3	ARRB2	TNFRSF8	PTP4A3	SLC25A6	ARPC1B	TBXAS1	CALM2	GPBAR1	MEG3	POU2F2	C5AR2	INSIG1	SOD2	RRAS	CUX1	ITGAX	CD300LF	ARPC5	SFTPD	SCIMP	SNX18	SMPDL3A	LILRA2	NFKBIZ	LGALS9	THEMIS2	NEURL1	MSR1	SH3BGRL	ADGRE2	C1QB	RNF144B	HOTAIRM1	TCIRG1	RNF149	GNB2	TBC1D8	HK3	CPPED1	VAMP5	RGS19	UQCRB	CASP5	CHST7	SLC31A2	HIGD2A	PPP1R17	DPEP2	CHCHD10	PPM1N	GRK2	SPN	MYO1G	MYD88	RARA	PTGES	SYNGR2	RNH1	ZMYND15	NR4A1	KNDC1	C3AR1	LYNX1	PAPSS2	SYT17	LRRFIP1	P2RX1	LINC00877	GNG5	CAPZA2	SEC14L1	CD300C	RIN3	CACUL1	CAPZB	DOCK5	PLXNB2	PIK3AP1	FIBCD1	RABGAP1L	NUDT16	ARRB1	DENND10	ACAA1	CYTIP	PDK4	GCH1	OAZ2	TNFSF10	MCOLN1	DEDD2	PPCDC	FMNL2	SCGB3A1	RNF13	RAB10	KLF3	PDLIM5	UTRN	GRK3	MRAS	TENT5A	PCGF5	APH1B	GPR137B	YPEL2	PTPRN2-AS1	RALB	FGD2	PPM1F	PGK1	SIDT2	GBP2	ADAP2	CCNG2	MTPN	SELPLG	NAGK	FMNL1	TUBA1A	PSME2	CYP4F22	SMAP2	ITLN1	AMPD2	GPR20	ARAP1	CHST15	KDM1B	PHTF2	KIAA0513	LFNG	C11orf21	ISG15	IMPDH1	MMP24OS	ZG16B	SLC66A3	WAS	CARD9	NAPRT	CALHM2	LINC02185	LINC01503	CLCF1	ST3GAL5	FAM214B	PKN1
HAY_BONE_MARROW_NAIVE_T_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_NAIVE_T_CELL	RPS27	RPL30	RPS29	RPS25	RPL21	RPS27A	RPL13	RPL34	RPL31	RPLP2	RPS15A	RPL23A	SARAF	IL7R	RPS14	RPS12	RPL11	RPL13A	CD3E	RPL32	RPL10	LTB	EEF1A1	RPL35A	TRAC	RPL9	LEPROTL1	RPS6	RPS16	CD3D	RPS28	RPL19	RPS20	RPL3	PIK3IP1	RPL27A	RPL41	NOSIP	RPS3	RPL38	JUNB	RPS13	RPS10	MAL	RPL18	RPL27	RPL36	RPS18	NOP53	MALAT1	RPL10A	TRBC2	ZFP36L2	RPL14	RPL4	TOMM7	RPSA	CD3G	RPS19	FLT3LG	RPL18A	EVL	RPL6	LEF1	RCAN3	TPT1	CCR7	TCF7	RPL5	LCK	RPS8	CD27	RPL37	SPOCK2	RPS3A	CD2	CD48	RPS4X	CAMK4	CD6	BCL11B	RPS7	LAT	RPL22	RPL7	ACAP1	TRBC1	CLEC2D	TLE5	TRAT1	SH3YL1	MGAT4A	RPL39	PASK	RPL17	NELL2	BTG1	RPL28	TNFRSF25	RPS5	AQP3	GIMAP7	OXNAD1	RORA	EIF3E	DNAJB1	RPS21	TSC22D3	TMEM123	TNFAIP3	RPL24	KLF2	ITM2A	AP3M2	TRABD2A	NCMAP-DT	CD5	RPS15	LDHB	STMN3	FYB1	RPS17	COMMD6	ICOS	RHOH	TRAF3IP3	RPS2	FXYD5	ETS1	CD28	ARHGAP15	TSHZ2	VAMP2	ISG20	EEF1D	SEPTIN1	CD69	CORO1B	AAK1	LDLRAP1	RPL36A	CHRM3-AS2	STK4	CD40LG	SNHG32	RNF125	FAU	RPL12	CMPK1	RPL35	LINC01550	PIK3R1	INPP4B	TCEA3	PBXIP1	RPL29	EIF4A2	FOXP1	ABLIM1	OCIAD2	RPS23	EML4	LINC00861	RPL36AL	EEF1B2	CDC42SE2	TESPA1	CD96	TNFAIP8	LINC02273	GSTK1	ANKRD12	GATA3	BIN1	ZNF331	ITK	SIRPG	LINC02446	TTC39C	SERINC5	PARP11-AS1	SNHG8	STAT3	SUSD3	GPR171	DGKA	SFXN1	ATP6V0E2	RGCC	TC2N	SNRPN	ARHGEF1	SVIP	RGL4	TNFRSF4	PDE3B	ATM	EPHX2	ANKRD44-AS1	SLFN5	PRMT2	PHF1	CDKN1B	PCSK1N	ANXA2R	DDX24	CPA5	GPSM3	PLEKHB1	ARID5B	DPP4	APBA2	GCC2	FAM102A	PRKCA	GIMAP1	ITPKB	TSTD1	SC5D	PABPC1	FAM107B	EIF1	TRADD	HAPLN3	THEM4	CRIP2	BCL2	THEMIS	CREM	NDFIP1	LRRN3	COX7C	RASGRP1	RIC3	TOB1	GIMAP4	SOCS1	FBLN5	GCNT4	PNRC1	P2RY8	SF1	SELENOK	IL23A	NSG1	ADTRP	RPS26	SUPT3H	TSPYL2	N4BP2L2	SH2D3A	CCSER2	NSMCE3	FXYD7	MPHOSPH8	RIPOR2	SATB1	SLC38A1	TBC1D4	CUTALP	TTC39C-AS1	CNN2	LINC00513	PIM2	SLC25A45	APBB1	SCML4	SSR2	TNRC6B	ANAPC16	ZBTB25	RBL2	ORMDL3	MPZL3	TMEM204	USP10	CFAP36	MHENCR	P2RY10	WNT7A	LYPD3	MDS2	SBDS	LBH	PATJ	SEPTIN9	CCDC57	LSR	MTFP1	AKTIP	PLK3	PAG1	ADD3	TMEM63A	GRAMD1A	ARHGAP45	NMT2	FBLN7	FAM177A1	PPP1R2	TRAF1	LINS1	BLOC1S4	LINC00402	SIT1	UBASH3A	RNF157	SMCHD1	CYLD	VSIG1	RASA3	CYTH1	MCUB	ZEB1	ODF2L	FAM241B	ANKRD44	TNIK	RHBDD2	CARS1	CCR6	MAML2	KRT1	NSD3	ANK3	GPR82	USP36	LINC02361	IL27RA	NBEAL1	MTERF4	LINC02762	IL16	ACSL6	ICAM3	CYB561D2	TMC8	C9orf78	ARID5A	EIF4B	FBXO32	TECR	DYNLT3	PHLDB3	PCED1B	NEFL	G3BP2	B3GAT2	SEPTIN6	HIPK1-AS1	ANO9	CNOT6L	PP7080	PBX4	KRT73-AS1	PTGER4	BICDL1	GALT	LINC01089	NMRK1	SMDT1	DUSP16	SRSF8	IL2RA	HELB	U2AF1L4	IL4R	GALM	FAM153B	BEX5	MORC2-AS1	EPHA1-AS1	SHISAL2A	ELF1	LACTB2-AS1	AC097376.3	C19orf53	RESF1	YPEL5	LINC-PINT	ITPKB-AS1	TUT4	FNBP1	ST3GAL1	ZC3HAV1	CHMP7	REG4	EIF3H	CHD3	NIPAL3	ZC3H12D	BTG2	TTC19	ZNF101	TMC6	HECW2-AS1	SFI1	MOAP1	SNRPD2	CRBN	SFMBT1	SEC14L2
HAY_BONE_MARROW_NEUTROPHIL	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_NEUTROPHIL	S100A9	S100A8	S100A12	VCAN	FCN1	S100A6	CSTA	TSPO	CD14	TYROBP	MNDA	S100A4	CTSD	PLBD1	TYMP	FOS	GPX1	ATP5MPL	AP1S2	RBP7	DUSP1	CYBA	QPCT	SRGN	MS4A6A	CDA	APLP2	GRN	MCL1	METTL9	TNFSF13B	MGST1	CYBB	PLAUR	MPEG1	STXBP2	GAPDH	SH3BGRL3	CSF3R	TREM1	OAZ1	KCTD12	RAB31	C4orf48	MT-CO1	CFP	CD302	FPR1	TKT	CAPG	ITGAM	VIM	PYCARD	BST1	S100A10	KLF4	GCA	ELOB	FGL2	AGTRAP	SLC11A1	ATP5F1E	CES1	LAMTOR4	CKAP4	IQGAP1	GSTP1	MCEMP1	TMEM107	PGD	TMEM176B	BASP1	TMEM170B	CLEC4E	SERF2	RGS2	ANXA1	CD93	NCF1	NCF2	NUP214	MXD1	JUND	FOSL2	LY96	KLF6	MEGF9	BRI3	TMEM176A	RNF130	IRS2	TMSB10	ZFAND5	SLC2A3	CTSZ	ASGR1	STX11	LRRK2	GLIPR1	RHOB	ACTB	LCP1	ANPEP	ANXA5	SCPEP1	TIMP2	ATP6V0B	ANXA2	LY86	MIR223HG	OSCAR	PRAM1	TMEM167A	CLEC12A	DAZAP2	HNMT	MSRB1	PADI4	IGSF6	MTMR11	AP2S1	ALDOA	SERPINB1	IVNS1ABP	GNAI2	SDCBP	LTA4H	FOLR3	PGAM1	GLIPR2	TRIB1	CTSH	OTUD1	SULT1A1	THBS1	TALDO1	NDUFB1	C1orf162	ADA2	RTN3	FBXL5	MT-ND3	CXCL8	ATP5MC2	SIRPB1	QKI	CARD16	CRISPLD2	CD163	VNN2	CNPY3	CATSPER1	CREB5	IRAK3	ENTPD1	NAIP	CAPNS1	STAB1	CARS2	OGFRL1	CHP1	PKM	DMXL2	CASP1	CLEC4D	TPP1	LRP1	PLXDC2	CD44	VSTM1	PTPRE	EREG	IFI27L2	UQCR11	RAB3D	RBM47	HACD4	POLR2L	CREG1	AHNAK	FLNA	MIDN	HEXB	GASK1B	CD55	MYH9	PLEC	NFIL3	UBE2D1	ATP6V0E1	EAF1	ZYX	ATP6V0D1	SELL	SLC16A3	PGLS	KCNE3	SIRPA	NFAM1	TLR2	ZNF467	GNS	ATP5ME	AGFG1	SAMSN1	DPYD	GMFG	RHOU	RXRA	SERPINB2	F5	PDXK	CKLF	MTARC1	COX6B1	RASSF2	PLA2G7	IFNGR1	LILRB3	NRG1	CD33	LINC00937	CCNY	ACSL1	STK17B	MSN	POLE4	QSOX1	ACTR2	MBD2	RAB11FIP1	SPG21	ATP6AP2	PYGL	DYSF	TMEM205	CCNL1	PROK2	GM2A	EMILIN2	EIF4E3	KYNU	MFSD1	BCL6	FGD4	EHBP1L1	SNX10	SMCO4	SKAP2	AC020916.1	TLR4	PTGS2	IL17RA	NPTN	RILPL2	ARHGEF40	LYST	LAMTOR2	ASGR2	GABARAP	GNAQ	PRR13	AQP9	SMARCD3	FPR2	CSGALNACT2	SLC24A4	ZDHHC20	COX4I1	TNNT1	TGFB1	HLX	UBR4	SLC15A3	APOBR	PTCH2	ATP5F1D	CHMP4B	GAS7	RASSF4	TFEC	WLS	TET2	FES	LAMP2	RASGRP4	UBXN11	JDP2	PTAFR	FAM120A	COX7B	PRNP	NLRP12	PADI2	SLC36A4	ATOX1	MOB1A	CPD	RAB5IF	AGTPBP1	GLT1D1	DOK3	MBOAT7	PTPN12	VAPA	EMB	AKIRIN2	KIF13A	PRKACA	TOM1	NDUFA11	NAGA	FAR1	SULF2	STMP1	GPAT3	CMIP	LPGAT1	LTB4R	CYP27A1	RP2	CDC42EP3	PLD1	MYADM	CD300LB	METTL22	PRKCB	NDUFS7	ATP5MG	LINC02785	FXYD6	CD1D	ATP6V1A	FBP1	RAB27A	PSTPIP1	TMBIM4	STEAP4	ALDH3B1	P2RY13	MMP17	HIPK3	ARHGAP26	PLD3	AGO4	SOAT1	TMTC2	HEBP2	FNDC3B	PLPPR2	PTEN	NCF4	CEACAM4	SNX27	ADAM9	VNN3	LRMDA	JOSD2	ETHE1	ALOX5	LILRA6	CR1	BNIP2	PSMB3	RIN2	IL1RN	ATP11A	FAM200B	EIF4EBP2	ADAM15	SEMA4A	ETS2	MEFV	ATP2A2	BX284668.5	CHSY1	CMTM2	LINC02728	MOB3A	STAC3	CHMP2A	GPR27	WDR26	ATP13A3	ACER3	SCAND1	SAMD4A	DOCK2	SIGLEC14	NOD2	SPTSSA	WDFY3	TGOLN2	TLR8	CYFIP1	OTULINL	CACNA2D4	OAF	FAM102B	RRP12	MANBA	CLEC5A	TMED5	AL391832.2	S100P	GAA	TRIOBP	PRRG4	LTBR	DENND6B	SPIDR	PHC2	ANO6	PLXND1	ABHD5	APBB3	LIN7A	LINC02723	SFT2D1	NORAD	SGMS2	FRY	INPPL1	LINC00482	ZNF516	ARL8A	LRP3	AP5B1	IL10RB	STX10	MCTP1	ACSL4	RAB21	CCPG1	CORO1C	ACSS2	SRD5A1	PELI2	EVI5	TDRD9	RNF181	DENND5A	MED13L	ABRACL	NDUFB5	VNN1	LENG8	TRIQK	KLF7	ADAP1
HAY_BONE_MARROW_NK_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_NK_CELLS	GNLY	NKG7	KLRF1	CTSW	PRF1	KLRD1	CD7	CST7	HOPX	GZMA	CD247	SPON2	GZMB	FGFBP2	TRDC	IL2RB	MATK	CLIC3	IFITM2	GZMM	HLA-C	CMC1	KLRB1	S1PR5	B2M	APMAP	ITGB2	KLRC1	TTC38	SH2D1B	HLA-A	CD160	PFN1	IFITM1	NCR3	HCST	CHST12	ADGRG1	FCRL6	PRSS23	C1orf21	XCL2	MYO1F	JAK1	ZAP70	RAC2	HLA-E	SAMD3	PLAAT4	BIN2	PYHIN1	TBX21	KLRC2	LITAF	CALM1	IL2RG	PTGDR	LAIR2	DOK2	TPST2	TXK	SEPTIN7	NCR1	TRGC1	B3GNT7	APOBEC3G	MYL12A	SH2D2A	CHST2	CEP78	GNG2	MIB2	KIR3DL2	SUN2	KIR2DL3	CD300A	NCAM1	ABHD17A	IRF1-AS1	IL18RAP	ID2	PRKCH	MMP23B	ARPC2	SYTL3	GPR65	ANXA6	CCL4	LGALS9B	SKAP1	ARPC5L	PAXX	TMIGD2	PPP1R18	RUNX3	CD244	CYRIB	WIPF1	PLEKHF1	IRF1	CFL1	OSTF1	HSH2D	PTPN4	LINC02384	XCL1	SYTL1	KIR2DL1	DHRS7	PIP4K2A	CD53	EFHD2	LPCAT1	STAT4	ARL4C	PCSK7	TGFBR3	ADAM8	NMUR1	PDGFD	TSEN54	EIF3G	CX3CR1	SYNE1	ARHGAP9	ASCL2	SPTSSB	CAPN12	TBC1D10C	ZBP1	ZBTB16	ARHGDIB	HLA-F	MYOM2	RNF165	PSME1	NCALD	CORO1A	TSPAN32	AKNA	FEZ1	YPEL1	PSMB9	TNFRSF18	CDC42SE1	UBE2F	CDK2AP2	LINC02084	MAFF	RNF213	CTSC	MYBL1	RASSF1	NDUFB2	ITGB7	DTHD1	PDIA3	PILRB	FASLG	MCTP2	BOK	LLGL2	PLAAT3	AOAH	AC004865.2	IER2	MBP	LGALS9C	OSBPL5	MRPL10	DENND2D	ITGAL	SIGIRR	ARPC4	LIM2	DDIT4	CEMIP2	CISD3	SCLT1	CD320	MVD	RHOF	GNPTAB	HMOX2	SCP2	BNC2	MYL12B	GTF3C1	KIR2DL4	IL12RB1	OPTN	HAVCR2	FHL3	TRGV9	CLIC1	EOMES	SIGLEC7	RAMP1	MMP25-AS1	DDX5	BTN3A2	TOX	SIRT2	KIR3DL1	ADGRE5	MLC1	UCP2	GK5	LINC00869	CIRBP	GNGT2	RNF167	RAB29	G6PD	CCNJL	ERBB2	RNF126	RNF166	TBCB	PLEKHG3	CCDC12	POLR2G	IGF2R	GFOD1	PDE6G	ADGRG5	PXN	TSPAN2	TRAPPC1	KRT86	STARD3NL	SLA2	SDF4	BPGM	CFLAR	PRDX5	PITPNC1	HDDC2	NDUFB7	RASSF5	C1orf56	SIPA1	AK5	DDX6	TKTL1	MLLT6	TADA3	SLC9A3R1	TAPBP	CCL3	SHFL	FBXO6	HENMT1	PPP2R2B	PRR5L	ZNF600	ADRB2	RGS9	RBM39	PSMB10	TCF25	EBP	ST6GALNAC6	CBLB	USB1	CERS4	RPS6KA1	APOBEC3C	RSRP1	ARHGAP30	TSC22D4	MAPK1	LDB2	PAFAH2	TLE1	SELENOW	NFATC3	SLFN13	PRR5	LAMP1	AGK	PLEKHA1	APOL6	GSAP	APOBEC3H	LINC02481	STK10	DSTN	SLC1A7	IDI1	KLHDC4	TBCC	LRP10	MED10	POLR2J3	POLR3GL	ZNF276	NAALADL1	VIPR2	PTPRA	FUT11	CAP1	PTGER2	ZMAT4	VPS37B	KIR3DX1	SMKR1	RAP1GAP2	AC090152.1	MIR181A2HG	STX8	ARL6IP5	CYB5B	MIEN1	CERCAM	DTX3	USP28	SYTL2	CCDC107	SLC44A2	BZW1	CYB561D2	GCHFR	CTBP2	DHRS3	TAP1	RAB5C	NFATC2	ABCB1	YES1	HEXA	DMKN	CTDSP1	TINF2	ACTN4	DIP2A	CASP8	SELENOT	PDZD4	SSBP4	GRIK4	TMED2	RPS19BP1	DHRS1	LINC01138	PRPF38B	SIDT1-AS1	ACTR3	SBK1	TES	CPNE1	COMMD7	COMMD5	AUTS2	IFI16	CIB1	FSD1	SASH3	MOB2	YPEL3	DGKZ	PYROXD2	SHISA5	PRKACB	RBM38	ERICH6-AS1	CCDC102A	UBE2L6	PRKX	CXCR2
HAY_BONE_MARROW_PLASMA_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_PLASMA_CELL	MZB1	SSR4	IGKC	JCHAIN	FKBP11	SEC11C	IGHG1	IGHA1	DERL3	TNFRSF17	SDC1	IGLC2	SPAG4	SCNN1B	JSRP1	IGHG3	PRDX4	HSP90B1	IGLC3	HERPUD1	CIBAR2	XBP1	IGHA2	FKBP2	IGF1	AMPD1	LINC00582	IGHG2	ANKRD28	DPEP1	RASGRP3	PARM1	CTHRC1	IGKV1-12	CHPF	DNAAF1	MANF	FCRL5	IGHG4	MYDGF	KDELR3	SPCS2	BHLHE41	PDIA4	BRSK1	ABCB9	CRELD2	IGLL5	ITGA8	SELENOS	IGLV6-57	AC012236.1	UBE2J1	CADPS2	GPRC5D	AP002852.1	KCNN3	ERLEC1	SDF2L1	IGHGP	SSR3	SLAMF7	TXNDC5	IGHD	HID1	SPCS3	IGHM	LYPD6B	MOXD1	CLDN3	MIXL1	MYL2	DNAJB9	PLA2G2D	IGLV5-48	LMAN1	IGKV4-1	DTNB-AS1	FRGCA	ELL2	PDIA6	LINC02362	NXPE4	TMED9	IGKV3-20	IGHV3-23	UGT2B17	LMF1	IGLV1-51	IGKV1-39	ARX	IGKV3-15	CLDN14	PLAAT2	PERP	IGLV2-14	SPATS2	IGLV3-21	IGKV1-5	GMPPB	LINC01480	CCR10	KDELR2	TXNDC15	KRTCAP2	RABAC1	KDELR1	WNT10A	PIK3CD-AS2	PRSS16	PAIP2B	TGFBR3L	MEI1	IGLV1-44	CST6	ARSA	LMAN2	TUBB2B	MANEA	TXNDC11	KCNMA1	LMTK3	CADM1	IGHV3-7	IL5RA	IGKV1D-8	HM13	SPACA3	HDLBP	IGKV3D-15
HAY_BONE_MARROW_PLATELET	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_PLATELET	PPBP	CAVIN2	GP9	TUBB1	GNG11	PF4	ACRBP	TREML1	CMTM5	RGS18	CLEC1B	TMEM40	H2AC6	HRAT92	CLDN5	ESAM	RUFY1	PTCRA	C2orf88	NRGN	MYL9	MMD	CLU	SPARC	MAP3K7CL	LY6G6F	HGD	LGALSL	CTTN	LCN2	H3C10	TSC22D1	ITGB3	GNAZ	AP003068.2	ENKUR	H2BC11	SPOCD1	TRAPPC3L	NCOA4	C19orf33	AP001189.1	GP1BA	TNNC2	AQP10	MPIG6B	SCN1B	C15orf54	AC137932.2	PF4V1	ALOX12	PDZK1IP1	BEND2	NT5C3A	FERMT3	TUBA4A	SCGB1C2	DAB2	MFAP3L	SELP	ARHGAP6	NEXN	TMEM140	GMPR	SH3BGRL2	TDRP	GP6	PDE5A	MARCHF2	GRAP2	DNM3	THEM5	SEPTIN5	SCGB1C1	LINC00853	LINC00989	RGS10	SMOX	TNFSF4	PGRMC1	TBXA2R	STON2	PTGS1	PARD3	GAS2L1	LIMS1	ABLIM3	LGALS12	TSPAN9	CABP5	MYLK	SMIM5	PEAR1	INKA2-AS1	ELOVL7	AP002478.1	PDGFA	RAB27B	FRMD3	GSTO1	MLH3	RGS6	LURAP1L	F13A1	TPM4	MAX	ILK	EGF	MYEOV	CFAP161	INKA1	PROS1	MEIS1	MISP3	SEC14L5	CTSA	TLN1	PVALB	LEFTY1	MYZAP	LY6G6F-LY6G6D	VIM-AS1	NFE2	FSTL4	UPK1A-AS1	TAGLN2	LIPH	WDR11-AS1	GRHL1	F2RL3	ABCC3	RSU1	HEXIM2	DAPP1	DCLRE1A	PCP2	DENND2C	RAP1B	SLC35D3	RD3L	SPDYC	BEX3	FAXDC2	ARMC3	AP001122.1	SAMD14	RAB11A	LINC01750	PTGIR	DNAAF3	PTPN18	MINDY1	TNNI3	SNAP23	SYTL4	HSD17B3	LINC00642	ASAP2	PTPRN	CXCL5	INKA2	PDE3A	VEPH1	LYL1	TRIM40	CNN1	SPNS1	RAB6B	C1orf116	KIFC3	FAM187B	RNF11	TRIM58	BMP6	RSPH9	ATP9A	TMEM91	OST4	TMCC2	ARHGAP18	FAM81B	TPTEP1	LYPLAL1	FRMD4B	TUBA8	VCL	AP1M2	CTDSPL	LINC01151	KIF2A	PLAAT1	LAMTOR1	MTURN	CD226	BPIFB3	ODC1	ICAM2	AHCTF1	AVPR1A	CHST8	SWI5	IGF2BP3	H2BC21	BDNF	EMC3	EHD3	OXTR	LINC01088	VIL1	XPNPEP1	MAOB	SLC24A3	TMBIM1	UBAC2	CAPN1	LINC02319	RHOBTB1	AFAP1	SENCR	GCKR	ZNF438	SLFN14	PSTPIP2	PDLIM7	CDKN2D	R3HDM4	WBP2	CNST	PDE11A-AS1	BCL2L1	H4C14	SLC6A4	PLEKHO1	LINC00635	MEPCE	PCYT1B	ENDOD1	ANKDD1B	ADGRG7	COL25A1	SLC18A3	C1orf87	MOB3C	PRKCA-AS1	UBL4A	MORC1	CHRNA2	SRC	CLEC2L	LINC02704	AFAP1-AS1	LANCL3	WDR1	TSPAN18	CENPT	RASGRP2	CERS2	H2AC8	CALHM5	RTN2	ZCCHC17	GET1	PNMA1	REEP1	AFAP1L2	NEXN-AS1	DEFB108B	PDCD10	WFDC10B	BAMBI	PIP4P2	CD151	CYB5R1
HAY_BONE_MARROW_PRE_DENDRITIC	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_PRE_DENDRITIC	CTSV	SAMHD1	AXL	AREG	SPATS2L
HAY_BONE_MARROW_PRO_B	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_PRO_B	STMN1	IGLL1	HMGN2	HMGB2	TUBA1B	NUSAP1	PTMA	TUBB	HMGB1	MKI67	FAM111B	AURKB	CD24	TYMS	TOP2A	H2AZ1	SMC4	PDLIM1	H3-3A	MAD2L2	UBB	BIRC5	CARHSP1	H4C3	H2AZ2	PIMREG	NUCKS1	ASF1B	VDAC1	CENPF	IGLC5	ZWINT	HMGB3	MAD2L1	TMSB15A	HNRNPA2B1	CRNDE	H2AX	USP1	SPC25	CMTM8	DEK	RAD51AP1	HMGN1	UBE2C	CD72	CDCA8	SLC25A5	E2F2	PARP1	MXD3	ACTG1	TPX2	CDCA5	SGO1	SSBP2	CLSPN	EZH2	EIF4A3	GTSE1	SAC3D1	LMNB1	CKS1B	ASPM	PHGDH	SRSF3	CENPM	POU2AF1	CCND3	KIFC1	RAD51	TCF3	ANP32E	MACROH2A1	NUF2	PPP1CA	KIF15	C21orf58	RNASEH2B	SRP9	HNRNPA3	RAD21	CKAP2L	E2F1	YWHAQ	TMPO	CENPN	HNRNPA1	BUB3	TIFA	CDCA7	CDKN2A	KIF11	NDC80	CEP55	KNL1	TACC3	SAE1	FAIM	MIS18BP1	PPIA	CENPA	FBXO5	LAT2	RACGAP1	HELLS	RBMX	DDX39A	SUMO2	SERHL2	HNRNPA0	STRBP	SKA3	HJURP	CDCA7L	FBXO43	RMI2	MSI2	HMGN3	PAQR4	MND1	CDKN2C	EAF2	PXMP2	TCF19	TFDP2	ITGB3BP	SGO2	SLC7A3	PSIP1	SMARCA4	SIVA1	TMEM263	DLEU2	RBBP7	NONO	GLO1	GGH	MYL6B	KHDRBS1	SMARCB1	HNRNPR	DDAH2	CBX5	SHCBP1	MYO3A	NRM	TMEM106C	MARCKSL1	RPL39L	SRSF10	APOLD1	BARD1	KPNA2	CCNI	HMCES	HAUS1	ANP32A	SKA2	RALY	H1-5	H2AC12	LIG1	CCNE2	FUS	SPTBN1	WDR76	ARL6IP1	E2F8	CIP2A	SMC1A	HNRNPM	ATAD2	SYVN1	HNRNPK	MED30	UBE2I	E2F7	AKR1B1	MZT1	ITGAE	CBX1	TCTEX1D2	UBE2E3	UBE2S	GCSAM	ZNF704	UGP2	NDUFA4	AC091057.1	FAM111A	NSD2	KIF14	TIMELESS	H3C8	HSPB11	BIK	H2BC15	AP000251.1	HASPIN	EPB41L2	SRP14	CTNNBL1	GALNT14	PRPSAP1	H2AC14	FOXM1	GDI2	CDC25C	PSMC3IP	H2BC9	MFGE8	HERC5	SMARCE1	CCDC167	DCK	TMPO-AS1	MDH1	PAIP2	PHF19	N4BP3	FANCG	C12orf57	CCNF	PIF1	ATP5F1C	APBB1IP	NCAPD2	BAHCC1	ACADM	PIN1	DCTN3	H2AC20	KPNB1	TXNDC12	INCENP	WDR62	CDK5RAP2	HNRNPDL	PSMB8	HNRNPU	MID1IP1	CTPS1	SFPQ	AMOTL1	CEP70	ALDH7A1	SKP2	PSRC1	DRAXIN	NUDT21	PRR11	ACP1	ACOT7	TRA2B	TP53I13	TERF1	NPPC	HNRNPH3	DCLRE1C	TTC7A	ARHGAP33	EIF4G2	CSRP2	SET	NTAN1	CD47	TLCD3B	MAGOH	NCAPH2	MAPRE1	ATP2A3	C1orf112	SF3B2	QPRT	CTCF	H2AC16	CCP110	RDM1	IFT22	EWSR1	HNRNPH1	H2AC17	RBM8A	NUDT5	RBBP8	RPRML	SRSF9	PPP1CC	PIM1	IMMP1L	H2BC18	HP1BP3	ACAT2	N4BP2	KHDRBS3	H2BC7	IKZF2	HIRIP3	DERA	HAUS8	RTKN2	TRAIP	CAMK2D
HAY_BONE_MARROW_STROMAL	http://www.gsea-msigdb.org/gsea/msigdb/cards/HAY_BONE_MARROW_STROMAL	CXCL12	APOE	CP	LEPR	DCN	PCOLCE	SELENOP	ESM1	VCAM1	RARRES2	GGT5	OLFML3	C1S	PLPP3	LUM	IGF2	C1R	IGFBP5	LHFPL6	TF	NNMT	CHRDL1	BMP5	SERPING1	FSTL1	NTRK2	CHL1	CALD1	COL1A2	LPL	GAS6	FRZB	FMO3	FBLN1	ALDH1A3	CCDC80	RBP1	EPAS1	BGN	TNC	DDR2	LTBP2	EBF3	PAPPA	IGFBP2	FMO2	PLAC9	ENPEP	ECM2	MGP	TNFAIP6	RBMS3	EPHX1	ALPL	TAGLN	TFPI	ADIRF	MDK	CDH11	COL14A1	ANGPTL4	MXRA8	FOXC1	COL3A1	SPARCL1	COL6A1	FGF7	GJA1	MDFI	C1QTNF1	EGR1	PDGFRA	CCN2	VGLL3	PGF	SOCS3	MMP2	KITLG	ANGPTL2	OSMR	C11orf96	PPIC	AMOTL2	DENND2B	FBN1	LAMA4	CFD	ITIH5	SLC7A10	IGFBP7	ID4	CYP1B1	GPX8	EFEMP1	ISLR	ABCA8	LIFR	ERRFI1	PCDH18	RAI14	DEPP1	BMPER	SVEP1	FRMD6	VEGFC	OLFML2B	NUPR1	GFRA1	NOTCH3	TMEM108	FOSB	ANTXR1	RND3	ANGPT1	ADAMTS9	SNAI2	GHR	TMEM37	NAV2	CFH	ITGBL1	COX7A1	SLC22A3	TMEM132C	RSPO1	EGFLAM	LGI4	TIMP4	SRPX	FN1	ANK2	SEMA6D	GLDN	LBP	TWIST2	PDE1A	CRYAB	IGFBP4	COL28A1	MXRA5	LINC00640	EMILIN1	MT1M	CCN1	SIX1	TRABD2B	TUSC3	GPM6B	CAVIN1	RASD1	ADGRL2	PDGFRL	WASF3	EMP2	APOD	IGFBP3	IL34	TNS2	FMOD	CAV2	PRELP	THY1	EMP1	TDO2	WWTR1	CSF1	EDNRB	SLC7A2	SFRP1	SERTAD4	C7	OSR2	EFEMP2	MARCKS	COL1A1	CCL2	TSKU	SYNPO2	C5orf38	PARVA	ZFP36	FERMT2	ENAH	EFNA1	LMNA	GNG12	YAP1	TEAD1	TPBG	INHBB	FAM13C	VWA1	COL6A2	EPB41L4B	SEPTIN4	MEIS2	CHST3	BCAR1	CXCL2	S100A13	ZFHX4	ADAMTS1	PODN	ENPP2	HP	SLPI	PTX3	NCAM2	NECAB1	ABCA6	TMEM47	ITGB5	SCARA3	GPX3	GLT8D2	VASN	PPARG	ABCA9	SMOC1	BICC1	MRGPRF	SOX9	NFIB	PDGFRB	EGFR	SOD3	SERPINH1	GEM	S100A16	IL1R1	COL16A1	EYA1	SSPN	GMDS	LGALS3BP	CYP4X1	COL5A2	LAPTM4A	GSN	MATN3	NR2F2	ACSM5	EFS	LARP6	ADIPOQ	CCBE1	JUN	FKBP10	FNDC1	PDLIM4	TNFRSF19	TIMP3	ID3	CNTFR	APOB	TENM2	SULF1	NLGN4X	TMEM150C	PLIN1	SYDE1	SELENOM	LRATD1	DAAM2	SGCB	PLEKHS1	OLFML1	MROCKI	GAREM1	TJP1	ASPA	FHL1	DCLK1	SCUBE1	COL6A3	ATF3	RGS3	MMP14	BOC	KIRREL1	CRH	NRXN2	ADH1B	TNS3	SPRY1	TNFRSF12A	TMEM98	TNFRSF11B	NDN	FST	RCN3	NRP1	RRAD	GPR88	PXDC1	NID1	HTRA1	DMD	TSPAN8	CBLN2	RGS16	NCKAP5	CRISPLD1	FBXO17	RARRES1	CLMP	CFI	PLEKHH2	FGFR1	CH25H	ZNF503	THSD4	CACNA2D1	ADAMTSL3	DLX5	SERTAD4-AS1	HOXC9	HOXD-AS2	DLC1	LINC01139	FZD8	RSPO3	NPY1R	IRX3	RFTN2	C14orf180	NRXN3	CD63	FNDC4	CYBRD1	PLN	TMEM35A	PLA2R1	PLSCR4	DYNC1I1	AGTR1	SLC2A10	FAT3	HOXC10	TM4SF1	OSMR-AS1	NGFR	CCN5	LAMC1	FZD7	SMOC2	RNF180	MEDAG	SFRP5	HCRTR2	RASL11A	GADD45B	DMRTA1	NR2F1	PITX2	IL6	SMARCA1	SIX2	PCGF2	NRP2	RAPGEF4	EPS8	FKBP9	ADAMTS2	LINC02381	HMGCLL1	BMP2	TMEM119	RAMP2	MAGI1	WDR86	MMRN2	TNFRSF1A	SLC1A3	LRIG3	NR2F1-AS1	IRX2	ADAMTS9-AS2	OLFM4	PTN	THBS2	CPXM2	LMCD1	ROR2	ASS1	BMP4	COL21A1	HSPB2	PTGDS	SPATA18	LRRC10B	LOX	MMP19	ADH1C	MALL	SNX7	MLF1	TPST1	LEPROT	SLIT3	NLGN1	GAS1	RUNX1T1	COL4A1	TCF7L1	FILIP1	TSPAN4	NMB	DAPK2	NID2	CNTN1	PTGFR	MT1E	ARHGEF10	MOCS1	PTPRG	DIO3OS	HRCT1	HOXC8	IL6ST	CNN3	SLC6A1	DZIP1	COL5A3	EMX2	GLIS2	PALLD	HSD11B1	CDO1	PCDHB15	GALNT17	ITGA1	PPP1R3C	CIDEA	FLRT2	PDZRN4	APLNR	NRXN1	PPFIA2	CAVIN3	KCNE4	LINC02104	ABI3BP	HEPH	ANGPT4	P3H2	PRRX1	KRT222	PLS3	COL4A2	LINC01836	SLCO1C1	GULP1	STEAP1	NR2F2-AS1	HOXC6	SNCG	PLEKHA5	LIMCH1	LINC01436	GPRC5B	GPC4	CAV1	PTPN21	CSRNP3	FRMD4A	CRABP1	AGT	ADM	HSPG2	NECTIN2	ZNF423	KRTAP13-4	BPIFB1	PMEPA1	TMEM100	MT1A	CCL13	MYO1B	RTN4RL1	MT2A	ARHGAP20	RBFOX2	CDC42EP4	PREX2	MRC2	HAS2	CCL8	KIAA1755	FGFR3	TEAD2	HOXD8	HSD11B2	PLPP1	TMEM233	SDC3	PRICKLE2	PGM5P3-AS1	LDLR	KRT27	GADD45A	LINC02609	FOXC2	RETREG1	ZCCHC24	IGDCC4	MSC-AS1	WNT4	AQP7	TACC2	TWIST1	ECRG4	FAM20A	SLC9A3R2	UNC5B	ABCC8	ENOX1	SORBS2	HOXD4	NPNT	CHRD	RUNX1	PLA2G5	MSX1	SLC39A14	ARSJ	TRARG1	CD81	CDH5	IGFBP6	PTPRM	C11orf87	LINC01638	CTSO	HOTAIR	TINAGL1	TENM4	RCN1	LINC00922	GPRC5A	SNCAIP	ARHGEF28	LIMA1	FLRT3	FOLR1	MARK1	SERTAD1	DLX6	TRHDE	CTSK	PCDHB16	COL7A1	FARP1	PDE1C	EYA4	HSPA12A	KCNT2	LINC01140	RBMS1	FBXL7	SSTR2	LY6K	CDC42EP5	NXPH3	PNLIPRP3	PRRX2	EFNB1	CHRNA3	WFDC2	PCDHB5	SRPX2	IL7	SMAD9	NALCN	THSD7B	MAP1LC3A	EPHA3	ARHGAP28	TMEM200B	CPN2	KIF7	CYP39A1	PRTG	ZIC1	ACKR3	UNC5C	COL5A1	GLI2	FZD1	ARHGEF25	CLCA2	EDNRA	PTPN13	DENND2A	FAP	LPIN3	PCSK6	MRGPRF-AS1	SPRY4	CPA1	CD276	FAM114A1	ZNF488	LOXL1	SIX6	AKR1C2	JAG1	TRIM55	NFATC4	PABPC5	DPT	TBX18	MAPK10	CHRDL2	NAV3	POU6F2	PCDHB14	GLI3	TRAM1L1	BBOX1	CHSY3	ARMCX2	PLIN4	EFHD1	DPYSL3	ABCA10	LINC01426	CLIC4	GUCY1A2	MFSD2A	RBMS3-AS3	FAT1	OLFML2A	SEMA3G	CACHD1	DRD1	PYGO1	AC061992.2	CYP2A7	PTH1R	ACSS3	S1PR3	STEAP2	KIAA1217	LRFN5	CCN6	CLDN11	PALMD	FRMD6-AS2	CYP11A1	PCDHB7	FRMD6-AS1	CRIM1	TMEM45A	TMEM179	TACR1	EDIL3	MTARC2	CDC42EP1	AC068888.1	NCKAP1	TLL1	GASK1A	CXCL3	SHC2	LINC01117	PFN2	BNC2-AS1	CXCL14	MSI1	MYH14	RHBDF1	MEGF10	FABP4	ZNF676	LINC01686	TRIM47	INSIG2	SH3PXD2B	IRX5	PHLDA3	FZD5	RGS22	LAMB2	MTSS2	GPR153	SGCE	LRRC4C	RORB	TMEM54	FOXO6-AS1	ADAMDEC1	FOXD1	TM6SF2	MAPK4	TMEM64	TRIP10	ITGB6	MIR497HG	MYO10	ARHGEF17	RND1	HES1	C5orf49	C1orf122	IL1RAPL1	MYO6	RGL1	RAPH1	NBL1	NPB	PANX1	NFASC	PLEKHA4	MID1	COL12A1	CORO6	CCDC8	DNALI1	HOXD3	SLIT2	KLF15	SNHG18	TMEM59	KCNIP3	FZD4	TMEM50A	COL11A1	FIBIN	PCDHB6	TEAD3	BPIFA2	LINC00967	HOXD11	MYL3	BPIFB4	LINC02881	SATB2	IRS1	FKBP7	DOK5	C5orf15	LINC01348	RHOJ	SATB2-AS1	KCNH1	OTOGL	NLGN4Y	FGF1	PCDHGA2	TENM3-AS1	PTGIS	MCC	PODNL1	ITGAV	LINGO1	SLC25A25	PCDHB12	ALX4	TNKS1BP1	TBX15	PCDHB10	SAMD11	CDH15	RGL3
ZHENG_CORD_BLOOD_C1_PUTATIVE_MEGAKARYOCYTE_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHENG_CORD_BLOOD_C1_PUTATIVE_MEGAKARYOCYTE_PROGENITOR	ABCC3	ABCC4	ACTN1	ARHGAP18	ARHGAP6	BANK1	BIN2	C2orf88	C3orf52	CA2	CALD1	CAMK1	CCDC68	CCL5	CCND1	CD36	CD9	CENPA	CLEC1B	CLU	CMAS	CMTM5	COQ2	CTTN	CXCL3	DAAM1	DMTN	DNM3	EFNB2	ESAM	EXOC3L2	F13A1	FCGR2A	FERMT3	FYB1	GABRE	GFI1B	GNAZ	GP1BA	GP6	GP9	GRAP2	GSN	HBD	HEXIM1	HPSE	ITGA2B	ITGA6	KALRN	KCNE3	LCN2	LGALSL	LIMS1	LRRC32	LTBP1	LY6G6F	LY6G6D	MFAP3L	MMRN1	MOB3C	MYL12A	MYLK	NEXN	NID1	NRGN	PBK	PDE3A	PDE5A	PDGFA	PDGFB	PDLIM1	PF4	PF4V1	PLEK	PPBP	PPIF	PRKAR2B	PROS1	RAB27B	RBPMS2	RGS18	RUFY1	CAVIN2	SELP	SLC44A1	SLFN14	SPTB	STOM	TESC	THBS1	TMEM40	TMSB4X	TPM1	TREML1	TSPAN15	TUBB1	VCL	VWF
ZHENG_CORD_BLOOD_C2_PUTATIVE_BASOPHIL_EOSINOPHIL_MAST_CELL_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHENG_CORD_BLOOD_C2_PUTATIVE_BASOPHIL_EOSINOPHIL_MAST_CELL_PROGENITOR	AFF2	ALOX5AP	ANXA1	ASRGL1	ATF4	BACE2	BRIX1	CALR	CANX	CASP3	CCDC88A	CD63	CD82	CHP1	CHPT1	CNRIP1	CSF2RB	CTNNBL1	DNAJC9	EMP3	FAM178B	TENT5A	FBXO33	FBXO7	FLNA	FOSB	GATA1	GATA2	GDE1	GLUL	GOLT1B	GRAP2	GSE1	GTF3C4	HDC	HMGCS1	HPGDS	HSP90AB1	HSPA5	IFITM2	IKZF2	ING2	JUND	LAPTM5	LDB1	LGALS1	LMNA	LMO4	LYAR	MALAT1	MIR4435-2HG	MLEC	MS4A2	MS4A3	MT-TL1	NDEL1	NEDD9	P2RX5	P4HB	PABPC4	PDIA3	PIM2	PLEK	PLGRKT	PLIN2	PNMT	PNN	POU2F2	PPP1R15A	PSME4	PTMA	RAB11FIP1	S100A4	S100A6	SDF2L1	SEC24D	SLC25A3	SLC2A1	SLC40A1	SLC6A6	SMIM1	SOX4	SPTY2D1	STAM	STAT5A	TES	TFR2	TFRC	TIMM17A	TMSB10	TOB2	TPSAB1	TRIB2	TSPYL2	VASP	VIM
ZHENG_CORD_BLOOD_C3_MEGAKARYOCYTE_ERYTHROID_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHENG_CORD_BLOOD_C3_MEGAKARYOCYTE_ERYTHROID_PROGENITOR	ACSL4	ACSM3	ANK1	APOC1	ARL4A	B3GNT2	BCCIP	BLVRB	CAT	CCDC112	CD36	CD40LG	CDC42BPA	CENPF	CNRIP1	CSF1	CSF2RB	CTNNBL1	CXADR	DKC1	EIF4G2	EIF5B	EMP3	EPOR	EREG	FADS2	FAM178B	FBXO7	FECH	FLNA	GATA1	GATA2	GLUL	HDAC2	HDAC7	HDC	HMGN5	HSP90AA1	ICAM4	ITGA2B	JUND	KCNH2	KEL	KIF20B	KLF1	LDB1	CYTOR	LMAN1	NAA38	LYAR	MBD4	MINPP1	MIR4435-2HG	MPC2	MYH10	MYL12A	NCL	NECAB1	NET1	NOLC1	PA2G4	PABPC4	PARP1	PDCD4	PDZD8	PHTF1	PIP4K2A	PKIG	PLIN2	PNMT	PNN	PPP1R14A	PRKAR2B	PSTPIP2	PTMA	PVT1	RAB11FIP1	REXO2	RHAG	RYR3	S100A4	S100A6	SERBP1	SIAH2	SLC2A1	SLC40A1	SNRPD1	SOX4	SPTA1	SSB	SSX2IP	STAM	STAT5A	TFR2	TFRC	TRIB2	TUBB2A	TXNDC17	UROD	ZEB2
ZHENG_CORD_BLOOD_C4_PUTATIVE_EARLY_ERYTHROID_COMMITMENT	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHENG_CORD_BLOOD_C4_PUTATIVE_EARLY_ERYTHROID_COMMITMENT	ABCA1	ARHGAP15	ATP6V0A2	BMP2K	CAMLG	CCND2	CD69	CD84	CDK6	CELF2	CKAP2	CPA3	CRHBP	CTNNBL1	CYCS	DDX21	DEPTOR	DGKE	DTD1	EIF2AK1	ELF1	ELMO1	EREG	ERG	ETS2	EWSR1	RIPOR3	FOXO3	G3BP2	GALNT1	GATA2	GNAI1	HPGDS	HSP90AA1	HTR1F	IKZF2	IL1RL1	IMPA1	ITGA4	ITGAE	JUN	CRACD	KIT	LAPTM4A	LDLR	LEPROT	MAN2A2	MED12L	MLLT3	MOB1B	MPP1	MT-RNR2	MYB	MYCT1	NFIA	NFKBIZ	NLK	NOP58	PBX1	PDZD8	PHACTR4	PHTF1	PKIG	PLXDC2	PNN	PRKACB	PSTPIP2	RAPGEF2	RHOH	RNF130	RSBN1	SDCBP	SERPINB1	SESN3	SKIL	SLA	SLC38A2	SLC39A8	SLC40A1	SNX5	SPTY2D1	ITPRID2	STK4	TAF1D	TEC	TESPA1	TNIK	SMIM27	TSEN54	TSPYL2	YARS1	ZBTB16	ZBTB20	ZEB2	ZFAS1	ZMYND8	ZNF711
ZHENG_CORD_BLOOD_C5_SIMILAR_TO_HSC_C6_PUTATIVE_ALTERED_METABOLIC_STATE	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHENG_CORD_BLOOD_C5_SIMILAR_TO_HSC_C6_PUTATIVE_ALTERED_METABOLIC_STATE	RNU2-59P	RNU2-3P	RNVU1-14	RNVU1-15	RNVU1-19	SNORD13	RNU4-2	RNU2-63P	RNU2-5P	RNU4ATAC	LINC00910	RNVU1-6	RNU5A-1	RNU12	RNU5F-1	RNU2-14P	RNU5E-1	RNVU1-24	ZFP36	RNU5E-4P	H2BC8	DUSP1	H2BC5	RNU1-34P	H2AC8	RNU2-49P	HSPA5	H2BC21	RNU5D-1	JUN	TMEM107	RNU5A-3P	H2BC7	AVP	JUNB	CD69	RNU5B-1	C12orf57	NEAT1	MEG3	H1-2	CLEC2B	H2BC4	TUBB4B	NFKBIA	NFKBIZ	SOCS2	MEF2C	H1-10	HLA-DQB1	MECOM	ZFP36L2	MAFF	H2AC20	CD52	LPAR6	HLA-DRA	CLEC9A	CXCL8	MLLT3	RIPK2	HLF	IER2	CAVIN2	TPT1	PNRC1	HMGA2	TRA2B	NR4A1	MYCT1	MDK	SKAP1	HLA-DRB1	DUSP2	FOS	CD74	HOPX	H4C5	AREG	GADD45A	H1-3	ID2	ATF3	SEZ6L2	CRHBP	SELENOK	APOL3	JAML	LRBA	EIF4A2	BTG2	INSIG1	GADD45B	GNG11	SERTAD4	OXT	SPINK2
ZHENG_CORD_BLOOD_C6_HSC_MULTIPOTENT_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHENG_CORD_BLOOD_C6_HSC_MULTIPOTENT_PROGENITOR	ALDH1A1	AREG	ARPC5L	AVP	BEX1	CCNH	CCNY	CD109	CD74	CEBPB	CRHBP	CXCR4	DDIT4	DUSP1	DUSP2	EZR	FAM3C	FOSL2	FOXO1	FTH1	GADD45A	GATA3	GBP4	TAMALIN	HIF1A	HLA-DMB	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB5	HLA-E	HLF	HMGA2	ID2	IRAK3	IRF1	KAT6A	LIMCH1	LPAR6	LRRFIP1	MAFF	MAFG	MAP3K8	MECOM	MEF2C	MEG3	MEIS1	LINC-PINT	MLLT3	MMRN1	MT-ND2	MT-ND5	NAMPT	NEAT1	NFKBIA	NR4A1	NR4A2	PABPC1	PELI1	PIM3	PPP1CB	PREX2	PRKCH	PTPRC	RANBP2	RILPL2	RIPK2	RNF125	RNU2-63P	SAMSN1	SAT1	CAVIN2	SELENOK	SLC2A3	SMCHD1	SNX9	SOCS2	SPP1	SRGN	STAT1	TACC1	TCF4	TFPI	THEMIS2	TNFRSF1B	TPM2	TSC22D1	TSC22D3	TSPYL2	TUBA4A	USP36	WDR45B	ZFP36L2	ZNF331
ZHENG_CORD_BLOOD_C7_PUTATIVE_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHENG_CORD_BLOOD_C7_PUTATIVE_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_1	LRRC75A	SNHG29	MT-ND6	SFXN1	BEST1	NAP1L1	CSF3R	PABPC1	TSIX	NUCB2	MALAT1	PIM2	PIK3R1	GYPC	MAP3K8	CALR	ZFP36L2	CD99	TPT1	ANKRD28	TPM4	C6orf62	XIST	HSP90B1	MSI2	ATG10	MACROH2A1	PTPRE	ANKRD36C	TTF1	RILPL2	LRRFIP1	SPINK2	MZB1	GBP4	BCL11A	ANKRD36	IFITM1	MT-ND5	C1QTNF4	KRR1	GLIPR1	ZC3HAV1	TTC3	RUNX1	GNB4	ZBTB8A	EIF2S3	USP36	BCL7A	IFNGR1	MIS18BP1	SELL	TRIM24	IFI16	HNRNPH1	KRAS	TCF7L2	TAOK3	STARD4-AS1	CYTIP	DEK	SPN	FAM161A	SPTBN1	SMIM24	CHD1	IFITM3	ANKRD26	SLK	NPDC1	WDR49	CALCOCO2	KPNB1	BRCA2	MT-RNR2	VPS35	BTF3	DYNLT1	HSPA5	FLT3	TUBA1B	ZRANB2	CCDC14	RFLNB	HIF1A	PSMA6	MT-ATP8	GTF3A	TCERG1	CASP4	SET	ENO1	CSGALNACT2	ARID4A
ZHENG_CORD_BLOOD_C8_PUTATIVE_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHENG_CORD_BLOOD_C8_PUTATIVE_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_2	MAP3K8	FAM30A	CD99	GYPC	C1QTNF4	CD52	SMIM24	TMSB4X	CSF3R	MT-CO3	TPT1	BAALC	SPINK2	MZB1	B2M	RACK1	GAPDH	CD74	TSC22D3	ANGPT1	ZFAS1	ITM2C	HLA-A	TPM4	ACTG1	RILPL2	SELL	PTPRCAP	SNHG6	IGLL1	MT-TL1	HINT1	CD44	RCSD1	FAU	HLA-B	SNHG8	IFITM3	GAS5	PIK3R1	BTF3	CD34	GNG11	PFDN5	ARHGAP25	ENO1	MPG	S100Z	HSH2D	EEF1B2	PADI4	HCST	ERGIC1	S100A4	BCL3	DYNLT1	VMP1	NACA	RASGRP2	MT-ND3	NUCB2	HOPX	MT-CO1	NPDC1	HLA-DRA	PRAM1	PROM1	COMMD6	GSTP1	SNHG5	UBA52	IFITM1	PSME1	MT-CYB	LDLRAD2	SPNS3	ATP5MC2	CD48	IGHM	EGFL7	FLT3	ATP5F1E	ADA	IGFBP7	MACROH2A1	HLA-C	NAP1L1	RUNX1	CALHM6	ERLIN1	EIF3K	HNRNPA1	LMNTD1	RNASET2	SNRPD2	ARHGAP30	MT-ND4
ZHENG_CORD_BLOOD_C9_GRANULOCYTE_MACROPHAGE_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHENG_CORD_BLOOD_C9_GRANULOCYTE_MACROPHAGE_PROGENITOR	ACTG1	ANP32B	ANXA1	ARID4A	ATP2B1	ATP5F1B	AZU1	B2M	BCL11A	BIRC5	SMIM24	C1QTNF4	C9orf78	CALM1	CALR	CANX	CD44	CD99	CENPF	CFL1	CLEC11A	CP	DNAJC1	DSTN	EIF3A	ENO1	NIBAN1	GADD45GIP1	GAPDH	GSTP1	GYPC	H1-10	MACROH2A1	H3-3B	HDGF	HGF	HLA-A	HLA-B	HMGN2	HMGN5	HNRNPA1	HNRNPM	HNRNPU	HSP90AA1	HSP90B1	HSPD1	IGFBP7	IGLL1	IRF8	ITM2C	KDM5A	KRR1	LCP1	LGALS1	LPAR6	LRRFIP1	LYZ	MAP3K2	MKI67	MPO	MT-ND4	NAP1L1	NCL	NUCB2	NUCKS1	PA2G4	PEBP1	PFN1	PIK3R1	PIM3	PLEK	PRPF40A	PRR11	PSMA7	PTGES3	PTMA	RAB32	RB1CC1	RBM17	RTN4	S100A10	SAT1	SELL	SERF2	SET	SF3B2	SLK	STMN1	TAGLN2	TARS1	TBCA	TMSB10	TNFSF13B	TPM3	TPM4	TUBA1B	VAMP8	VIM	YY1	ZFP36L2
ZHENG_CORD_BLOOD_C10_MULTILYMPHOID_PROGENITOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/ZHENG_CORD_BLOOD_C10_MULTILYMPHOID_PROGENITOR	ACAP2	ACTG1	ACY3	ADA	AFF1	JAML	ARHGAP25	ARHGEF7	ARL6IP5	ARPC5L	ARRB2	BAALC	BTK	VSIR	RSRP1	C9orf78	CARD19	CARD11	CD47	CD52	CD74	CD99	CLNK	COBLL1	COL24A1	CORO1A	CXXC5	CYFIP2	CYTH1	CYTH4	DDX17	DSTN	EVL	FGD6	GFOD1	GSTP1	HCST	IGHM	JCHAIN	IL6R	IQGAP2	IRF8	ITGAL	ITM2C	KCNK17	KIAA0087	FAM30A	LAIR1	LINC00173	LINC00426	LINC00865	LPIN1	LST1	LTB	LUC7L3	LZTFL1	MALAT1	MAP1A	MED13L	MEF2A	MME	MZB1	NCOA7	NEGR1	NIN	OSBPL3	PACSIN1	PAG1	PIK3R1	PRAM1	PREX1	PRKCB	QPRT	RAB31	RBM17	RBM38	RERE	RNASET2	S100Z	SASH3	SATB1	SCN3A	SETBP1	SH2D3C	SH3TC1	SLC2A5	SLC9A3R1	SPINK2	SPNS3	STARD9	SYK	TNFAIP2	TRAF3IP3	TRBC2	TTC3	TYROBP	USP36
LAKE_ADULT_KIDNEY_C1_EPITHELIAL_CELLS_UNASSIGNED	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C1_EPITHELIAL_CELLS_UNASSIGNED	SPATA22	PAMR1	CMC2	CSMD2	TAOK1	NHS	NRG3	PTH1R	DLGAP1	TRABD2B	SLC13A3	PBX1	LRMDA	PTPRD	LRP2	MACROD2	GMDS-DT	MAST4	CALD1	MEIS2	FARP1	EPB41L3	CPQ	GPX3	ZBTB16	TLN2	PLCL1	SLC5A12	NPAS3	RAPGEF2
LAKE_ADULT_KIDNEY_C2_PODOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C2_PODOCYTES	PTPRO	MAGI2	PTPRQ	PLA2R1	NPHS2	CLIC5	NTNG1	NPHS1	ST6GALNAC3	PODXL	CCN2	PLCE1	DPP6	NPAS3	FGF1	ADAMTS19	FMN2	DACH1	MAGI2-AS3	TARID	IQCJ-SCHIP1	SPOCK1	NPNT	ARMH4	SPOCK2	NFASC	SEMA5A	CDC14A	NEBL	ZNF804A	ATP10A	ABLIM2	NES	MME	ALS2CL	RYR3	ARHGAP28	HTRA1	UNC5C	SULF1	ARHGEF26	CR1	TGFBR3	DACH2	SRGAP2	PCOLCE2	FYN	WIPF3	SRGAP2C	ENPEP	VEGFA	LRRC2	CDKN1C	CMAHP	COL4A3	ST3GAL6	KIRREL1	ZDHHC6	IQGAP2	PARD3B	RBFOX1	FRY	KLHL29	CBLB	INTS12	TENM2	VTI1A	MGAT5	CRIM1	SOX2-OT	PCED1B	TENM3	ITGB8	RERG	DOCK5	TJP1	PTPRD	CCDC91	CERS6	EXPH5	PRKG1	MTSS1	DST	CMYA5	LARGE1	UACA	CA10	SRGAP1	KCNQ1OT1	GOLIM4	ACTN4	DLG2	ROBO2	FBXL7	MPP5	KLF7	MYH9	EPB41L5	COL4A4	MYO1D	RETREG1	GULP1	PDLIM5	MYO1E	ARHGEF3	MYO1B	ZNRF3	CTDSPL	PALLD	FRMD3	SGIP1	APBB2	CACNB2	SLC7A8	ADAMTS9	KANK1	ZSWIM6	PARD3	THSD7A	BACH1	ITGAV	CPNE8	MIB1	SLK	PTH1R	PTPN13	GPC6	ARHGEF12	TANC1	NLK	RABGAP1L	FTX	ADAMTS9-AS2	TET2	GPHN	CTTNBP2	PHACTR4	PAWR	AHNAK	GMDS	MACF1	CALD1	P3H2	AKT3	CSPP1	FAT1	DOCK4	RBMS1	RASSF8	MAML3	PTPN14	GHR	ITGA1	WWOX	PICALM	PSD3	PLXDC2	BCKDHB	RDX	BICD1	CPEB4	CEP112	KIF13A	TEAD1	XIST	PAN3	UBE2E2	SIK3	PDE7B	SBF2	SSBP2	SH3RF1	SEPTIN11	FNDC3B	EML4	GPX3	ANKRD36	RAI14	QKI	SPATS2L	PCNX4	FCHSD2	IGF1R	SPAG16	UTRN	FMNL2	MACROD2	HIVEP2	LUC7L3	PAM	CDK6	ERC1	ROCK1	ADD3	UBA6-AS1	CCDC148	CAST	RNF150	NCOA1	MBD5	DYNC2H1	ANKRD12	TBC1D1	CPQ	MSI2	BMPR2	SOX6	TMEM245	ERBIN	ANKRD11	KIF1B	EEA1
LAKE_ADULT_KIDNEY_C3_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S1_S2	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C3_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S1_S2	CUBN	SLC5A12	ACSM2B	SLC13A3	SORCS1	AFM	ACSM2A	SLC16A9	SMIM2-AS1	PLG	SLC13A1	SLC17A1	LRP2	GRAMD1B	SLC2A9	PCDH15	PDZD2	PTH1R	ZNF804B	LINC01060	LINC00871	SLC4A4	RHOBTB1	TINAG	TRPM3	RAB11FIP3	MME	SUGCT	MIR100HG	ANKS1B	AGXT2	SLC28A1	SLC17A3	NOX4	KCNJ15	DPYS	RMST	ACMSD	SLC16A12	EBNA1BP2	NCKAP5	ALDOB	GLYAT	FGGY	EPB41L3	RNF152	TRABD2B	MSRA	L3MBTL4	WDR72	ENPEP	NLGN1	FKBP5	DLG2	NHS	PTH2R	LRMDA	FHIT	PKHD1	BHMT	PDE4D	BNC2	ZBTB16	SYNE2	PLEKHA6	PDE7A	RALYL	KCNQ1OT1	PTPRD	PLEKHA5	RORA	SLC1A1	PATJ	GPHN	PCSK5	ADAMTS9-AS1	PPARA	PRUNE2	ZBTB20	HPN	GOLGA4	ERRFI1	LINC01515	CDK14	CNTN4	SNX29	TNS1	FRMD4B	MAST4	UBE2E2	TTC28	SAFB2	FRAS1	SORBS2	SAMD5	RHEX	MAP3K13	SLIT2	FTX	INSR	GPX3	RERG	SRRM2	AIG1	CRYL1	PRKN	WWOX	PDE8A	FRMD3	RABGAP1L	GPC6	ASTN2	PTPRM	PLXDC2	PPP1R21	CUX1	GALNT14	CGNL1	CALD1	DIP2C	NRP1	WDR60	SETBP1	ZHX3	GMDS-DT	ANK3	TLN2	LUC7L3	NFIB	ULK4	PCLO	CRADD	ABLIM1	IGF1R	PBX1	DENND1A	P3H2	CLDN10	BCL2	PLEKHA7	PARD3	SDK1	PTPRJ	ANK2	NEAT1	CSPP1	FGD4	AGAP1	ANKRD26	LINC01320	HIBCH	CNKSR3	TNRC6A	BCAS3	TFDP2	RBM25	KANK1	MACROD2	FARP1	RBM6	DANT2	NFIA	PAX8	AKAP13	MAPK10	FHOD3	THOC2	GALNT18	PTPRG	GOLGB1	PNISR	VPS13A	SCAPER	ZBTB38	VWA8	LPP	ARHGAP6	NEDD4L	PUM3	WDFY3	ANKIB1	COL4A1	ENOSF1	CWF19L2	SREK1	EXOC4	TEAD1	DPH6	CCDC198	CPM	KANSL1L	ASH1L	EHBP1	MYO6	TNRC6B	PRRC2C	MBD5	AOPEP	UGT2B7	SCMH1	TACC1	N4BP2L2	SIPA1L1	SIK2	SUMF1	PCCA	RERE	SMYD3	COMMD10	SNHG14	CHD9	TRPS1	RBM47	SPAG9	PPFIBP1	ANKRD11	SRSF11	OGA	AFDN	ARHGEF28	ZC3H13
LAKE_ADULT_KIDNEY_C4_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S2	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C4_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S2	RHEX	DLGAP1	ITGB8	CDH6	TMEM178B	ACSM2A	ACSM3	CLSTN2	ALPK2	AKAP12	CREB5	PKHD1	BICC1	TPM1	BNC2	PTH2R	ZBTB20	PPFIBP1	PARD3	UGT2B7	LRMDA	TNIK	NHS	PRUNE2	SLC17A1	TTC28	BCL2	DCDC2	PTPRD	OXR1	SEMA5A	SDK1	RERG	LRP2	GPC6	AGBL4	PDE4D	NRG3	LINC01320	NOX4	ACSM2B	PDE7A	SORBS2	MACC1	KLF6	MAML2	STOX2	ADAMTS9-AS1	NLGN1	FHOD3	SLC2A9	GALNT14	CLIC4	RBMS3	KCNJ15	NEAT1	CNKSR3	CCDC198	CALD1	DGKH	RHOBTB1	RETREG1	PTPRM	PTPRK	LPP	UBE2E2	GLIS3	L3MBTL4	SPATS2L	PLXDC2	ZBTB16	GULP1	FHIT	ARHGAP26	SAMD4A	SLC16A12	ANK3	SCMH1	FARP1	WWC1	TRIO	SYNE2	NRP1	PLEKHA5	NFIA	CNTN4	RBPMS	NCKAP5	FMNL2	SOX6	PICALM	TRABD2B	COL4A2	FTX	ITSN1	FOXP2	SLC13A1	PAX8	AGAP1	FKBP5	SIPA1L1	NFIB	SSH2	PLCL1	RORA	EPS8	DLG2	EXT1	PAM	MAPK10	AOPEP	EXOC4	COL4A1	WWOX	MBD5	GMDS-DT	NTN4	WDFY3	KANSL1L	KANK1	RNF213	ABLIM1	ARHGAP6	MAST4	PTPRG	SVIL	PRKN	PDLIM5	RASAL2	ZBTB38	COL18A1	DNAH14	CDK14	TCF12	RAPGEF2	CUX1	PARD3B	ITGAV	PATJ	PDE8A	EPB41L4A	P3H2	ARGLU1	ANKIB1	KLF12	MEF2A	RERE	PPP1R9A	SBF2	BDP1	AKAP13	KANSL1	DLG1	CDKAL1	DANT2	CAMKMT	ZFAND3	ERRFI1	IGF1R	NBEA	CRIM1	GNAQ	SHROOM3	FAF1	PTK2	KIAA1217	DIP2C	ANKRD26	SUMF1	EIF4G3	GLS	WDR60	VPS13A	SASH1	VWA8	BABAM2
LAKE_ADULT_KIDNEY_C5_PROXIMAL_TUBULE_EPITHELIAL_CELLS_STRESS_INFLAM	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C5_PROXIMAL_TUBULE_EPITHELIAL_CELLS_STRESS_INFLAM	GRIN2B	DRD3	PRSS51	RNA5SP475	RRH	KLHDC8A	ADAMTS8	LINC00635	ANK1	LINC01255	DNAH2	BTNL10	GACAT3	CSMD2	GNGT2	GABBR2	LINC00402	IL36B	LINGO1	TEX36	CDON	FRMD6-AS2	TMEM214	SLC26A3	EPHA8	LRFN2	DPP10	CAMK4	CLUAP1	PTMS	AFM	RASGEF1B	FXR2	ZNF614	PDHX	C2orf27A	FSIP1	PARP10	PTH1R	MOGAT1	LINC01322	CCDC149	SLC22A11	MARK2	TTC23L	LINC00893	PLG	LRRC4C	RUNX1	GRAMD1B	WDR19	LINC00276	SLC28A1	NFIX	CLTC	ASS1	CNTNAP2	TENM2	SMIM24	C11orf65	CSMD1	ABCC2	NRP1	AGMO	ENPP6	SLC5A12	DNM1	CYP2R1	RAB11FIP3	MMP15	CUBN	UPB1	DAB1	CNTN1	GUSBP11	NRSN2-AS1	INSR	SLC7A7	MIR100HG	NSMF	SORCS1	PCDH15	SLC22A7	URGCP	SAFB2	RNF220	PAPPA2	AFMID	KMT2B	SLC22A12	ASPSCR1	SLC7A8	MIOX	MACROD2	LINC00671	SLC13A3	TENT5A	SMIM2-AS1	CFAP46	RNF212B	LENG8	BRD9	HPN	GPX3	ACSM2B	PLEKHA6	MAPT	MFSD4B	TNS1	TMEM63A	MTRNR2L1	OTUD7A	BCOR	PPARA	ABAT	DHTKD1	ZBED3-AS1	EYA2	MLXIPL	SRRM2	SIPA1L3	C19orf12	ACSM2A	TENM4	PCK1	USH1C	ANKS1B	SHISA6	LUC7L3	LARGE1	SLC2A9	PDZD2	DHRS3	MCTP1	NSUN6	LINC01239	SLC16A9	METTL7A	AGXT2	ANPEP	KCNK5	CYP4A22-AS1	LINC01060	PDE4D	PGPEP1	BBS9	AP3D1	KIF12	EPHX2	CYP3A5	GLIS1	COL27A1	TCEA3	TIMM23B	RASSF4	ACSF2	RBM25	ZBTB16	RGN	DNM2	PRODH2	DCC	COL4A1	CTNNA3	SLC39A11	LARP1	LINC00871	VDR	LRP2	ASPA	KIFC3	TRPM3	UPP2	HOOK2	PRUNE2	C9orf85	HNF1A-AS1	PPP1R16B	SUGCT	TOB2	IL1RAPL2	AQP4-AS1	AK4	GALM	BNIP3L	OPHN1	ZC4H2	HECW1	BRD4	NFIC	KIAA1549	CACNA1C	THOC2	SLC22A6	MME	CCND3	ROBO2	LINC00894	STX8	SLC16A12	FGGY	CRYL1	UNC13B	MYRIP	MAOB	TNRC6C	ZC3H13	ATXN7L1	CCDC191	NFE2L1	GON4L	MYO6	SLC16A10	FKBP5	BAZ2A	LINC00907	MAL2	PFKL	SLC36A2	NCKAP5	NRG1	NELL1	SREK1	TPCN1	ZNF804B	NHS	PPM1L	DPYS	TRABD2B	UPF2	SHANK2	CDR2	LINC01515	PIGL	UBN1	ZMAT1	TNRC6A	RBM6	CMBL	SLC4A4	UPF3B	CSPP1	MAP3K13	ALDOB	DZIP1	SLIT3	SLC13A1	POR	SRRT	GADD45A	RAPGEF3	LIN52	GTF2IRD1	PPP6R2	EBNA1BP2	SLC17A1	CHRM3	LSAMP	RIMS2	RHOBTB1	TTTY14	PIP5K1A	ZNF708	SLC47A1	SPEF2	SLC43A2	RNF152	TLN2	ALDH6A1	NQO2	C4orf19	ADGRV1	GMDS-DT	FRMD4B	BHMT	TPD52	ANKRD11	NR6A1	ACACB	SLC1A1	KDM2A	NCOR1	SNX29	DOK6	WDR60	CUX1	ENOX1	FMN1	PRLR	DMD	FAM227B	AK9	CHD2	ZNF826P	PHF20	KAT6B	WDR13	GCNT2	BCL2	TAPT1-AS1	WWOX	PPP1R21	CCAR1	KCNJ15	PLCG2	SMG6	CACNA1D	SHROOM4	PHF14	PRRC2C	CRADD	OPTN	EPS8L2	RGL3	ASTN2	PLEKHA7	ADD1	TCF25	PRKAG2	ZNF91	WIPF1	KIAA1671	SAMD5	UBE4B	AIG1	ENOSF1	CNTN4	TMEM232	SORBS2	TFDP2	ULK4	FRAS1	ARHGAP26	CTSH	ACIN1	FRMD4A	ARHGAP10	IGF2BP2	NT5C2	RIN2	SMARCC1	PAX2	RBM47	NUMB	DLG2	AGPAT3	SUCLG2-AS1	ITSN1	ATP2A2	PRKRIP1	GHR	PCSK5	SUCLG1	MDN1	MSRA	ARHGAP42	OSBPL1A	PRPF38B	FRMD3	BICDL1	PNISR	HIP1	SRSF11	CYTH1	PAQR5	LMCD1-AS1	P4HA1	EMX2OS	PRICKLE2	LUC7L	FGD4	ECHDC2	ITCH	ZC3H6	ZHX3	TANC2	DIP2B	KIF26B	CFDP1	NFKBIA	SEMA4D	EIF5B	ASXL1	BAZ1B	PTPRG	SRPK2	ARID4A	RNF115	DEPTOR	HMGB1	RORA	CREBBP	ZFC3H1	PLEKHA5	OGA	DPH6	TRA2B	PPP2R5E	TBCA	USP8	AKAP13	EGR1	YTHDC1	CHD6	SCAF8	XPC	PRKCE	PAX8	RBM39	PDE10A	LINC00271	FOS	TNRC6B	SPPL3	GOLGB1	GAS5	MET
LAKE_ADULT_KIDNEY_C6_PROXIMAL_TUBULE_EPITHELIAL_CELLS_FIBRINOGEN_POS_S3	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C6_PROXIMAL_TUBULE_EPITHELIAL_CELLS_FIBRINOGEN_POS_S3	FGA	FGB	AGT	SERPINF2	PDZK1IP1	SLC34A2	RHEX	SERPINE2	UNC5CL	TNFSF10	PRUNE2	CDH6	DOK6	GBP2	MGST1	GCLC	SQSTM1	RNF213	PLAAT4	APOL6	LRP2	AOX1	FTL	LINC01320	CXCL14	SPP1	H2AC6	PLCH1	SLC22A2	SMIM2-AS1	UGCG	SOD2	MT1G	TINAG	ODC1	GULP1	MIOX	GATM	PTPRK	FNIP2	SYNE2	LPGAT1	HSPD1	SEMA6A	TKT	CNTN4	RASSF4	SLC27A2	ACMSD	IL1R1	ATM	TXNRD1	HSPA5	GLRX	CTSB	NRG1	ATP11A	LINC00278	CRYAB	LRRK2	RALGAPA2	PARP14	NRP1	MPP6	TAF1D	CFI	MAST4	ALDH6A1	SERPINA1	CTSL	FBXL7	HSP90AA1	RRBP1	TGM2	STAT1	KRT18	HINT1	ADAMTS9-AS1	EPS8	ZNF462	ZBTB38	SNX13	PNRC1	ABCC4	TFPI	NFIA	NLGN1	HOOK1	SPTLC3	SLC13A1	HLA-E	VMP1	MSRA	C6orf62	LAPTM4A	SLC3A1	NEAT1	SIPA1L1	RPL27	VPS13A	FTH1	PEBP1	ASH1L	TMBIM6	MAML2	ITGB8	MACC1	RPLP0	CD59	TMSB10	PTGR1	ZBTB20	GPX3	SVIL	HSP90AB1	RPL18	CLIC4	FGGY	CALM1	KCNIP4	DICER1	SKAP2	DNAJC1	FMNL2	WWTR1	RNF19A	CNKSR3	CLU	CNDP2	CYB5A	CANX	PLSCR1	AGAP1	PLEKHA1	FAU	CHD1	NT5C2	ZNF292	RPS16	CTSH	PHLDB2	COBL	NUFIP2	CD24	AKAP12	CCNL1	CNN3	ARHGEF3	AHI1	BTG1	FCHO2	SSBP2	RPS19	SPATS2L	L3MBTL4	CIB1	TAX1BP1	RPS23	SPAG9	PITPNC1	KIF21A	TRPS1	SOD1	TM9SF3	CCT6A	RPS15	OCIAD1	NCKAP5	GALNT14	FOXP2	MACF1	ENO1	EZR	CAB39	HSPA9	RPS20	FAM135A	ZFAND5	TMTC2	ASCC3	ARHGAP5
LAKE_ADULT_KIDNEY_C7_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S3	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C7_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S3	MT1G	CXCL14	PDZK1IP1	MT1E	RPLP1	AQP1	TMSB10	RPS23	GATM	ANPEP	RPL34	RPS8	RPS19	RPL13	RPS28	GPX3	RPL21	RPL13A	RPLP2	FTL	RPS20	RPS12	RPS21	ATP5F1E	CDH6	RHEX	RPS6	TPT1	RPL35	RPS16	RPL37A	RPS27A	UGT2B7	RPL37	RPS14	RPS24	AKAP12	RPL23	SERF2	FTH1	ALDOB	COX7C	TPM1	HLA-A	ITGB8	CTSB	EEF1A1	RPS25	RPL32	RPS7	C11orf54	DLGAP1	RPL38	RPL27	RPS18	RPL9	PPFIBP1	RPL35A	RPL24	RPL27A	RPS13	RPL11	RPS9	SDC4	MT2A	RPL8	RPS17	RETREG1	RPL31	RPS15	SLC17A1	CALD1	KLF6	RPL6	PTMA	LAPTM4A	RPL12	EZR	RPS11	KCNJ15	RPL14	SLC16A12	PEBP1	RPL5	LRP2	HSPA5	PARD3	RPS4X	SLC13A1	CCNI	RPL3	BNC2	ZBTB38	PABPC1	PTPRD	BCL2	MTATP6P1	CNDP2	PSAP	RPL7	CALM1	NOX4	AGBL4	ARID5B	TTC28	DCDC2	HSPD1	COX4I1	PICALM	COL4A2	COL18A1	CNKSR3	RPL18	EEF2	ITGAV	RERG	GALNT14	RPL7A	RPSA	HINT1	NPM1	WWC1	NUCKS1	SIPA1L1	NUMB	NFIA	SPATS2L	SDK1	HSP90AB1	CD63	RPS3A	NCL	RPL19	RPL4	S100A6
LAKE_ADULT_KIDNEY_C8_DECENDING_THIN_LIMB	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C8_DECENDING_THIN_LIMB	VCAM1	CPE	CYP24A1	TFPI2	TNFSF10	SLPI	SPP1	SLC34A2	TNFRSF11B	ADAMTS1	SERPINA1	GSTP1	H3-3B	CRYAB	RPLP0	EDIL3	CLU	RPS2	RPS6	KRT18	ID1	SOD2	SAT1	NFKBIZ	TCIM	RPL3	RPL10	RPL19	TGM2	ODC1	TACSTD2	RPS5	CTSL	RACK1	HSP90B1	HINT1	EEF1A1	RPL10A	ACTG1	PFKFB3	RPS4X	RPL13	HSP90AA1	RPS27A	PGGHG	CEBPD	CIB1	RPL6	RPL5	RPS16	RPL15	LRRK2	IGFBP7	RPS18	ARHGAP29	PRDX1	RPL4	S100A10	LAPTM4A	RPSA	RPL7	TIMP1	PDIA6	BTF3	ANXA2	RPS8	CNBP	RPS3A	KRT8	NACA	RPS19	RPS14	GAPDH	RAN	EHF	RPL7A	NPM1	HSP90AB1	CD24	MYL12B	EPCAM	RPL13A	MMP7	RPL31	PCBP1	RPL11	TPT1	ZFP36L1	EEF1B2	ITGB6	NAMPT	RPLP1	EIF4A2	TXNIP	RPL18	RPS7	ENO1	HSPD1	ITM2B	RPL14	CD59	ERMP1	ANXA5	B2M	S100A6	CYSTM1	GDF15	EIF1	RPL8	PPIA	PEBP1	YWHAB	IFITM3	YBX1	ARF1	RPS15	TMBIM6	MT2A	DDX5	FTH1	ASAH1	RPS23	RPS11	CANX	XRCC5	RPL12	ACSL4	LDHB	EPRS1	ADAM10	TMSB10	CD63	RPS25	RPS13	RPL24	DYNLT1	MYL12A	CLTA	PTMA	ZNF770	HNRNPA2B1	RPL32	PSMA7	GAS5	RPS27	PPIB	SRP14	VMP1	FAU	CCT6A	UGT2B7	LINC01320	RPL21	PABPC1	BEX3	LMAN1	SOD1	HIF1A	SKP1	ATP6V1G1	CDH6	EGR1	RPS24	MYL6	FTL	CD164	RPL30	DUSP6	NCL	RPS9	PSMB1	SERPING1	ALDH1A2	RHOA	SRSF3	RPS20	PDIA3	RPS12	HLA-B	UBA52	CAPN2	RPS17	MAOA	IL6ST	RPL9	EIF4G2	PLEKHA1	GPX1	RPL23	LDHA	NORAD	REEP5	TPM1	TPI1	RPLP2	PKM	PLOD2	TFPI	BTG1	EEF2	FOXP2	UBB	EDF1	PGK1	KIF5B	HSPA8	EID1	RPL41	SERBP1	DSP	RPL37A	EIF5	RPL35	HLA-A	APLP2	MET	RTN4	PTBP3	NDUFA4	TPM3	CTSB	CALM1	TMEM59	JAK1	PTTG1IP	TSC22D1	UBXN4	GNAS	PFDN5	CNDP2	RASD1	ITGA2	ADGRG1	SF3B1	CD9	PTGES3	CYB5A	HSPA5	VCL	HNRNPR	SLC38A1	RPL34	HNRNPDL	SERF2	ATP5F1A	ALDOA	PAX8	HNRNPU	SASH1	TMF1	DSTN	LITAF	HNRNPM	CSDE1	SEC62	FUBP1	NAP1L1	EEF1D	HNRNPA3	IQGAP1	PAPOLA	SARAF	KTN1	HNRNPC	RPS28	TAX1BP1	MYO9A	HMGB1	TAF1D	PRPF40A	ARHGAP5	HIPK2	HSPA9	NFE2L2	CIRBP	UBE2D3	CHD1	CCNI
LAKE_ADULT_KIDNEY_C9_THIN_ASCENDING_LIMB	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C9_THIN_ASCENDING_LIMB	CLDN1	CRYAB	TNFRSF11B	AKR1B1	CD24	LDHB	SLPI	GSTP1	EEF1A1	SLC34A2	RPS6	MYL12B	RPL3	SPP1	TACSTD2	RPLP0	CLDN10	MAL	RACK1	ERMP1	ENO1	RPL19	TMEM176A	TCIM	ITM2B	RPS4X	RPS2	RPL15	RPL10	RPS5	BTF3	CYSTM1	H3-3B	FTH1	RPL5	PEBP1	IGFBP7	SIM2	HSP90AA1	RARRES2	RPL6	GDF15	SERPINA1	HSP90B1	ACTG1	RPL4	KRT7	NPM1	MYL12A	RPS8	EIF1	FTL	RPS3A	MPC2	DANCR	TIMP1	RPL10A	RPL13	GAPDH	SCCPDH	EPCAM	LDHA	GPX1	NACA	SAT1	ANXA2	PPIA	RPL7A	RPL7	CD59	PRDX1	SOD1	MAL2	IFITM2	B2M	TPT1	TPM1	S100A6	HINT1	PSME1	RPL11	PON2	PTTG1IP	MYL6	PFKFB3	IFITM3	ARHGAP29	RPS18	CYS1	SRP14	CLU	EIF4A2	CBR1	GOLM1	MAOA	APLP2	RPS16	CD9	RPL8	RPL13A	RPS11	TMBIM6	TMEM59	RPS27A	S100A10	GSTM3	CALM1	TGM2	HSPD1	RPL31	SYTL2	RPL14	SOD2	RPSA	SLC16A5	C12orf75	UGT2B7	RAN	CYCS	REEP5	PGK1	JTB	RPS20	RHOA	BEX3	XRCC5	RPS13	UBB	RPL18	RPS23	CIB1	YWHAB	RPS14	HNRNPA2B1	RPLP1	CD63	PSMB1	DDX5	GNAS	SDHA	PABPC1	HSP90AB1	KRT18	ANXA4	NAP1L1	APP	RPS12	TPI1	CANX	NDUFA4	CNBP	PKM	VMP1	RPL24	DZIP1	LAPTM4A	TFPI	PDIA3	PPIB	LAMTOR5	ATP5F1C	ATP6V1G1	PFDN5	RPS7	HLA-B	ATP5MC3	TNFSF10	PDIA6	ALDOA	SLC25A3	YBX1	CYB5A	COX4I1	DSTN	RAC1	RPL12	ATP6V0E1	FOXP2	RPS3	RPS19	SARAF	ANK2	ARHGAP24	PRDX6	EID1	BICC1	RPL9	UBXN4	ASPH	SKIL	SASH1	BTG1	TAX1BP1	RPS25	RPL32	HOOK1	EIF4G2	SRSF3	PSMA7	DEK	FAU	SCIN	CLINT1	COX7C	LYPLAL1	ARF1	SERBP1	ATP5F1B	SERF2	COL4A3	RPL23	RPS17	CCT6A	RPS9	ANXA5	UBA52	ATP5F1A	CNDP2	RPL30	HNRNPR	SEPTIN11	AIF1L	HNRNPC	RPS15	RPL21	OCIAD1	RSRP1	HNRNPA3	MET	RTN4	RPL34	WFDC2	RPS24	RPL35	FCHO2	SF3B1	CCNI	HNRNPM	NCL	CSDE1	HSPA5	ADGRG1	NCOA7	PLEKHA1	IVNS1ABP	HNRNPDL	KIF5B	TPR	CIRBP	VAV3	TGOLN2	RBBP8	EEF1D	EEF2	VPS13C	RPLP2	PTMA	JAK1	NTN4	HNRNPU	ACSL4	RPL37A	UBE2D3	CTNNA1	ZFAND5	CAST	HECTD1	HIF1A
LAKE_ADULT_KIDNEY_C10_THIN_ASCENDING_LIMB	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C10_THIN_ASCENDING_LIMB	SPP1	SERPINA1	SOD2	TCIM	ADAMTS1	G0S2	ITGB6	MT2A	EMP1	LDHA	GADD45B	BTG1	S100A10	GOLM1	S100A6	CIB1	ENO1	IFITM3	CD59	TXNIP	SLC4A7	DUSP23	SLPI	SAT1	UMOD	NCOA7	TGM2	FTH1	SERPING1	RASD1	IFITM2	CBR1	HNRNPA2B1	ID2	HSP90B1	TFPI	GDF15	RIMS2	EPCAM	CEBPD	RPLP0	HSPD1	KRT7	KRT18	IDH2	CLDN10-AS1	RPS2	GAPDH	LINC01503	SLC25A5	IER3	WFDC2	FTL	CPM	CD44	CD74	LRP10	TIMP1	LDHB	LAPTM4B	VMP1	EFNA5	MGLL	DNAH5	SNX10	ZFP36L2	NEK10	H3-3B	PLOD2	RPS16	UBB	S100A11	JTB	GSTP1	CPD	SLC16A7	CD63	SRP14	TSC22D1	TPT1	PTTG1IP	CRYAB	RPS6	ARPC1B	GHITM	CCT6A	ARFGAP3	IVNS1ABP	DBI	ATP1A1	KNG1	RPS19	CD24	PFKFB3	TMBIM6	PKM	SIM2	RACK1	EIF5	CLDN10	PRDX1	RARRES2	RPLP1	B2M	BCL6	RPL19	RAN	ANXA5	GPX1	CTSB	GNAS	HSBP1	MCL1	RPS23	PPA1	NAMPT	UQCRFS1	ALDOA	MAOA	EIF1	RPS27A	RPL15	CACNA2D3	YBX1	MYL12B	RPL11	PCBP1	PANTR1	HINT1	ERRFI1	ITM2B	PEBP1	SERF2	SOD1	BTF3	TPI1	XRCC5	SLC38A2	PON2	CYCS	ACADVL	YWHAB	TMEM59	SDCBP	RPL13A	NDUFA4	RPS18	RPS5	ITM2C	PSMA7	PDIA6	HSP90AB1	TNFSF10	RPS20	GNAI1	SPPL2A	CDH16	SEC14L1	CCT3	APLP2	PNRC1	PPIA	RPL13	FAU	EIF4G2	MTCH1	MYL6	COX5B	RPS29	RPL3	CANX	RPL10	ELF3	ZFAND5	DNAJA1	SELENOW	PLEKHA1	RPL14	RPSA	RPS4X	EEF1A1	CYSTM1	RPL6	SASH1	COX4I1	PRDM16-DT	ARF1	DDX5	NPM1	HSPA9	ATP5MC3	RPL4	MRFAP1	RPL7	RPS11	ATP5F1A	ATP6V0B	RHOA	NRXN3	RPS12	HSP90AA1	MYL12A	RPS15	RPS3A	ATP5F1E	RPLP2	CD46	RRBP1	LRRFIP1	TACSTD2	PABPC1	HSPA8	LITAF	PSAP	PTPN11	RPL7A	UBXN4	STK24	ITPR2	FAM135A	RPL8	PGK1	PLSCR1	DEK	TPST1	RPS14	SARAF	RPL10A	YBX3	C6orf62	GCC2	HIF1A	ITGA2	UQCRB	RPS13	RPS7	RPS8	PSMB1	HSPH1	EIF4A2	CAPN2	CNN3	CNBP	RPS17	SRSF3	NORAD	KIF5B	BACE2	PRKD1	CXXC5	RPL31	CNDP2	ACTR2	PAPOLA	RPL5	LAMTOR5	TAF7	UBA52	PDIA3	TAX1BP1	ANXA2	COX7C	PFDN5	HADHB	RPL32	RPL24	RPL18	HADHA	TNS3	RPS27	ACSL4	DEPTOR	RPS25	HLA-E	CD164	REEP5	EEF2	OSMR	CD81	RPL30	NCL	ADGRG1	RPL37A	CLINT1	PNPLA8	OCIAD1	PRDX6	LINC01320	HNRNPM	EEF1D	GSPT1	STAT3	RPL41	ZMYND8	DSTN	APP	HLA-B	RPL12	OSBPL3	NUFIP2	ATP5F1B	RPS24	SF3B1	TOP2B	PLPP3	ITGB1	DIAPH1	PPP2R3A	HIPK3	RALGAPA2	RPS28	RPS9	CTNNA1	ATP5F1C	PTMA	HNRNPDL	JAK1	ATP6V0E1	FCHO2	SLC25A3	IQGAP1	CCDC186	ANKRD10	NARS1	CSDE1	EPRS1	EID1	PTGES3	RPL21	UBC	ACTG1	ADAM10	PITPNC1	HLA-A	SKAP2	UBE2D3	SERBP1	HNRNPU	FNIP2	RPL35	RPL9	TM9SF3	ZC3H11A	VPS13C	ZC3H15	SEPTIN7	CDC42BPA	TMF1	CALM1	HNRNPR	HNRNPA3	MKLN1	MTUS1
LAKE_ADULT_KIDNEY_C11_THIN_ASCENDING_LIMB	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C11_THIN_ASCENDING_LIMB	CLDN10-AS1	CACNA2D3	ITGB6	EFNA5	NEK10	SLC4A7	TCIM	RIMS2	PCSK6	SPP1	SNED1	PRKD1	BCL6	TFPI	DNAH5	NRXN3	ADAMTS1	OR7E14P	FAM135A	ALDH1A2	PITPNC1	TENM4	PLCB1	ITPR2	VMP1	TPST1	MKLN1	PPP2R3A	RALGAPA2	LINC01320	SLC16A7	ZNF385D	KAZN	OSBPL3	SASH1	FOXP2	CA10	CPM	PDE1A	MGLL	PRDM16-DT	PLOD2	HIF1A	SAT1	MYO1E	RUFY3	MAST4	PHF21A	KCNIP4	SERPINA1	NCOA7	SPIDR	TMTC2	PTPRG	LINC-PINT	TNS3	ITGA2	ZEB1	GPC6	PACS1	ARHGEF3	TRIO	IVNS1ABP	SOD2	GOLM1	NOS1AP	EXT1	SGIP1	PAX8	MT2A	PRKCE	MECOM	RUNX1	KIAA1958	GLIS3	MAGI1	FNIP2	TANC2	SAMD4A	NEAT1	RFX3	BICC1	GCC2	DDX5	ERRFI1	PDE7B	TRPS1	CDC42BPA	ADAM10	SAMD12	UGT2B7	EIF4G3	ARHGAP24	ZMYND8	EEF1D	CTDSPL	C4orf19	PFKFB3	USP53	SSBP2	ETV6	HIVEP2	MAGI3	CDH16	YAP1	SVIL	NCOA2	KIAA2026	RBMS1	ZSWIM6	IMMP2L	ACADVL	FCHO2	VPS13C	PLEKHA1	RBM47	ELF2	TRIM2	LAMB1	UGGT2	CAMKMT	RASSF8	ZFAND3	QKI	WWC1	DOCK1	PLEKHA7	LPP	MSI2	UBE2H	PCDH9	AFF1	GRAMD2B	ASCC3	TBCK	CRADD	TRA2A	AHI1	TRAPPC9	PIBF1	STK3	ERBIN	MTUS1	ATP1A1	LRBA	DNAH14	PTK2	NIPBL	MYO9A	VPS13B	LRRFIP1	SDCCAG8	BRWD1	S100A6	TBC1D5	GALNT14	KIF13B	FOXP1	ADAMTS9	MED13L	ARHGEF28	COL18A1	NCOA1	SIK3	NFAT5	THRB	DIP2C	ADK	FBXL17
LAKE_ADULT_KIDNEY_C12_THICK_ASCENDING_LIMB	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C12_THICK_ASCENDING_LIMB	UMOD	SLC12A1	PP7080	KNG1	MFSD4A	CLCNKA	PLAU	PPP1R1A	HSPA2	THY1	KCNJ1	EGF	CLCNKB	CKB	PRDM16-DT	CST3	ATP1B1	RAP1GAP	CYFIP2	MTATP6P1	TMEM72	DEFB1	TSPAN33	COX5B	PEBP1	CXCL14	ATP5F1B	SFRP1	SERPINA5	SELENBP1	ATP1A1	RARRES2	TMEM37	WNK4	ESRRB	IDH2	SDC1	DNASE1	SLC25A4	LDHB	COX7B	SLC22A2	ATP5MC3	COX4I1	PRSS8	USP2	CASR	ACSS1	NDUFB9	NDUFA4	ATP5MC1	PSAP	CNP	OBSL1	COX6B1	MST1L	PLCB1	NELL1	NTRK2	MAL	MPC1	DNAJC19	ATP5F1A	COX7C	IMPA2	UQCRB	TSPAN8	GSTM3	PDXK	BICDL1	CLCN5	ACSL1	PRDX3	OXCT1	GPC3	NUDT4	COX5A	SIM2	SLC25A5	METTL7A	NDUFB10	KCTD16	CYC1	NPC2	CYS1	RPL9	FGFR3	GOLM1	GAS6	UQCRQ	EEF1A1	RPS3A	UQCRH	PRDX5	COX7A2	EPHX2	SCD5	NDUFA1	PTGER3	COA3	NDUFS6	ENO1	RPS5	CHCHD10	CBR1	RPS9	RPS11	ALDOA	GNAS	HADHB	DNAJC11	SCHLAP1	BEX3	CADM1	UQCRFS1	HS6ST2	CD59	RPS12	ATP5PF	EIF3K	RPS14	CD24	SLC25A3	HSBP1	NDUFV1	ATP5PD	RPL18	GAPDH	PRXL2A	RPL3	HERPUD1	UQCRC1	UXS1	RPL7A	GOT1	PRDM16	COX6C	CYCS	RPS20	MPC2	NDUFB2	RANBP3L	RPL7	ITM2B	KIF12	PKM	RPS16	CIRBP	UQCR10	ESRRG	ATP5ME	RPL11	BACE2	GPX4	PLXNB1	LINC01606	CA12	CD81	RPS28	PCDH9	RPS17	CDH16	RPLP1	UGT8	RPL13	SERF2	TMEM59	NNT	ATP5MC2	ATP5F1E	MYL6	RPL13A	ANK2	EDF1	RPS27A	FAU	ATP5MG	RPS29	ACADVL	PANTR1	RNF150	SCNN1A	ACACB	ATP6V0B	FKBP2	RPS18	CUTA	FAM171A1	SGK2	RPL8	RPL32	SLC3A1	SSR4	RPS23	APLP2	PTPN4	ALDH1A1	RPL37A	RPL10	TPI1	S100A6	RPL19	RPL24	SLC16A7	CAT	RPS21	PRKX	PDE1A	RPS8	PFKL	SMS	RPS19	PKP4	ATP5PB	SNHG29	PDHA1	MRFAP1	RPS15	STK32B	SORL1	UBA52	PLCL1	CACNA2D3	RPL27A	CPT1A	SUCLG1	RPL5	RPL34	CRIP2	ITGB5	GPC5	SOD1	MYO3B	HIBADH	MGAT5	RPS4X	FTH1	RPS3	EFHD1	MDH1	TRIM2	PFDN5	CHCHD2	CPVL	AK3	SELENOW	RPS6	CLDN10-AS1	RPS27	RPS7	NRCAM	PPIA	RPL30	ATP5IF1	RPL21	RPS24	RPS13	REEP5	ITM2C	TUFM	ATP5F1C	UBB	HIP1	RPSA	NDUFA5	SORT1	TBC1D4	RPL10A	SLC4A7	RPS25	FOXP2	PPARGC1A	PLPPR1	RPL27	SGIP1	GNAI1	VEPH1	ERICH1	RPL41	CLDN10	UQCRC2	RPL35	DZIP1	RHOBTB3	SDHA	EPS8L2	RPL12	KIFC3	MGST3	IMMT	AIF1L	P4HB	RPL31	GHITM	MAGED1	S100A10	HPN	RPL35A	RPL15	FLNB	TPT1	SRP14	RPLP0	EEF2	RPL37	PIK3R1	IVNS1ABP	KCTD1	RPL6	RPL4	TACC1	RPL23	RPLP2	STXBP4	WLS	PPIB	LMO7	ANXA11	EPCAM	FMN1	CPEB3	OSBPL3	RACK1	APP	PLEKHH2	CGNL1	CCDC148	ACAT1	COL18A1	CAPN2	B2M	EEF1D	LLGL2	HSPA8	NACA	AFG3L2	BAG1	PTTG1IP	USP24	RPL14	SDC4	SULT1C2	GUK1	PGK1	ACSS3	TMEM161B-AS1	PPM1L	FREM1	NDUFS1	TMBIM6	PRDX6	NARS1	CD63	ZHX3	TACSTD2	PTPN3	VAV3	CNDP2	NR2F2-AS1	KIAA1217	OCIAD1	FAM13A	COBL	SARAF	TMSB10	KCNQ1	HADHA	OXR1	SRSF5	EIF4G2	STPG2	ARHGAP24	DDX17	DSTN	YBX1	CPEB4	EID1	KIDINS220	SCP2	DENND1B	HLA-A
LAKE_ADULT_KIDNEY_C13_THICK_ASCENDING_LIMB	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C13_THICK_ASCENDING_LIMB	SLC12A1	GPC5	CASR	PLCB1	ERBB4	UMOD	CCSER1	EGF	ESRRG	LINC01606	SCHLAP1	PCDH9	CACNA2D3	LINC00970	NELL1	ENOX1	KCNIP4	PLCL1	STK32B	PDE1A	CCDC148	CLCN5	RANBP3L	KNG1	PKP4	ARHGAP6	KLHL13	CA10	CGNL1	HIP1	NAALADL2	OXR1	MECOM	CLCNKB	PPARGC1A	SGIP1	PHACTR1	LRP1B	PTGER3	ATP1B1	ATP1A1	TBC1D4	CYFIP2	NR2F2-AS1	IMMP2L	STXBP4	PTPN4	BICDL1	RHOBTB3	PKHD1	SKAP1	PTH2R	ARHGAP24	RNF150	OSBPL3	COBLL1	LRBA	MYO9A	COL4A3	FHIT	ADAMTS9-AS2	SULT1C2	SLC16A12	KLF12	NR3C2	ANK2	PRKD1	WWOX	EFNA5	TMEM161B-AS1	FKBP5	LGR4	TAPT1-AS1	HIBADH	USP53	MACROD2	DANT2	ZHX3	DNAH14	NHS	TRIM2	FGD4	SOX6	AK3	SLC4A7	DDX17	GALNT18	TFCP2L1	SSBP2	KIAA1217	ABLIM1	CA12	KCNJ16	FOXP2	MAML2	PRKN	PDE7B	CLMN	PCCA	DPH6	AUH	VWA8	WNK1	TACC1	AGBL4	RNPC3	PNISR	PBX1	BCAS3	USP25	VAV3	WWC2	WDR60	IGF1R	THRB	DOCK1	NCOA2	MSI2	FBXL17	TNRC6A	GMDS-DT	BRAF	LAMB1	ADK	BABAM2	SNHG14	FAF1	ANKRD26	CPEB4	KANSL1	TBCK
LAKE_ADULT_KIDNEY_C14_DISTAL_CONVOLUTED_TUBULE	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C14_DISTAL_CONVOLUTED_TUBULE	SLC12A3	EGF	TRPM6	TMEM52B	CACNB4	TRPM7	KLHL3	CNNM2	TEX41	ADAMTS17	WNK1	RNPC3	ERBB4	ESRRG	ABCA10	FGF13	GPC5	CCSER1	CALCR	FMN1	SCN2A	ARHGAP6	LINC00645	MAML2	CPEB4	ABCA5	IL1RAPL2	ICA1	APBB2	ME3	CADM1	DACH1	PLCL1	FHIT	LINC00970	PIK3C2G	MECOM	KANK1	KNG1	COBLL1	CDK14	COL4A3	CCDC148	CA10	ZNF385D	WDFY2	CACNA2D3	FHOD3	NR3C2	TSC22D2	CASR	PLPPR1	SLC8A1	MITF	KCNJ16	PTGER3	PKHD1	FRMD3	LRBA	CACNA1D	TOX3	ITPR1	USP24	DANT2	XIST	PKP4	NOS1AP	FREM1	LRCH1	EFNA5	CLASP1	VAV3	NAALADL2	ADAMTS9-AS2	KLHL13	OSBPL3	OPHN1	PPARGC1A	ADGRL2	CBLB	ATXN1	CA12	PTPN4	BICC1	LRMDA	RNF150	ACSL4	GRB14	INPP4B	LGR4	FNDC3B	FBXL17	MSI2	GPHN	LIMCH1	NAV2	TACC1	PTH2R	SOX6	NHS	RORA	ARHGAP24	KCNIP4	KLF12	PNISR	SHROOM3	PDE10A	CTDSPL	PPP2R3A	ATP1B1	IVNS1ABP	TAPT1-AS1	CADPS2	BTBD9	FAAH2	SNHG14	TMEM161B-AS1	PARD3B	ANK3	MEF2A	TBL1X	DYNC2H1	SKAP1	AGBL4	ABLIM1	DNAH14	ATP9B	ZNF704	DPH6	MAP4K3	PCCA	CGNL1	UBR3	NR2F2-AS1	AUH	MAPK8	PTPRG	FRAS1	IMMP2L	TRIM2	WDR72	KIAA1958	ANKRD26	THRB	SAMD5	WSB1	SNX29	C20orf194	FTX	ZNF518A	USP25	LRP1B	MACROD2	OXR1	KIAA1217	WWOX	EXOC6B	NEDD4L	RABGAP1L	AK3	TRAPPC9	SVIL	UBA6-AS1	RERE	SCAPER	PDE8A	GMDS-DT	JPX	CAMKMT	SMYD3	CRADD	AGAP1	RHOBTB3	FAF1	TNRC6A	TNRC6B	RAD51B	SBF2	FGD4	MBD5	HDAC8	DST	MTR	TBC1D5	COMMD10	RBM25	FAM172A	KANSL1	SIK3	AHI1	VWA8	TCF12	QKI	EXOC4	CDKAL1	MAN1A1	BRAF	NCOA1	DCDC2	SAMD12	SH3RF1	RALGAPA1	VPS13B	HIBCH	BCAS3	CCDC198	NFE2L2	ARHGAP5
LAKE_ADULT_KIDNEY_C15_CONNECTING_TUBULE	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C15_CONNECTING_TUBULE	SLC8A1	LINC01099	CALB1	TEX41	SNTG1	PIK3C2G	PDE4D	SCN2A	CADPS2	PRKG1	DACH1	ARL15	KCNIP4	MECOM	CCSER1	ESRRG	COBLL1	WNK1	ERBB4	XIST	CCDC178	PCDH7	BICC1	NAALADL2	MPPED2	TOX3	FGF13	DPY19L2	NR3C2	KITLG	GLIS3	LRP1B	ADAMTS9-AS2	BMPR1B	PKHD1	FRAS1	FHOD3	IMMP2L	DCDC2	MID1	RAD51B	GRIP1	CDK6	GPC5	AGBL4	DEFB1	MLLT3	DANT2	SPIRE1	ZNF704	TMTC2	FHIT	ATXN1	RHOBTB3	KLF12	ATP1B1	NFE2L2	MAP4K3	SLIT2	CSGALNACT1	GAREM1	MITF	TRHDE	PPARGC1A	SETBP1	PCDH9	PTPN13	MED13L	LIMCH1	GPHN	WSB1	MYO1B	RBPMS	ADGRL2	HSD11B2	SH3RF1	FNDC3B	BCAS3	FBXL17	MAPK8	ADK	LRMDA	BABAM2	MAML2	RALYL	PTGER3	CA12	PCCA	BRAF	PTH2R	GBE1	EXOC6B	RORA	SMYD3	BTBD9	FAF1	TCF12	ARHGAP6	SPIDR	DYNC2H1	OSBPL3	MAPK10	PRKCA	EFNA5	EPB41L3	LRBA	SBF2	LAMB1	SHROOM3	CD2AP	ITGA2	ITPR1	KIAA1958	KMT2C	STARD13	SLC16A7	TRPM3	FNDC3A	FAM172A	NEBL	SCAPER	TMEM117	SSH2	ANK3	KAZN	NLK	PPFIBP1	RABGAP1L	MACROD2	COL4A3	GULP1	VAV3	AUH	ZFAND3	LCOR	RALGAPA1	COMMD10	SIK3	EXT1	DLG1	WWTR1	GLS	TRAPPC9	KCNJ16	TANC2	ARID5B	JPX	SCMH1	CCDC198	KANSL1L	AHI1	APBB2	RASAL2	FER	RNPC3	YAP1	USP25	ADAM10	MEF2A	AAK1	EIF4G3	HDAC8	LGR4	NFAT5	MAN1A1	ITGAV	PPP1R9A	GNAQ	TOX	CAMKMT	ADAMTS9
LAKE_ADULT_KIDNEY_C16_COLLECTING_SYSTEM_PRINCIPAL_CELLS_CORTEX	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C16_COLLECTING_SYSTEM_PRINCIPAL_CELLS_CORTEX	TOX	PWRN1	MECOM	PDE4D	PDE10A	PAPPA	LINC01482	BMPR1B	PIK3C2G	CADPS2	KSR2	PRKAG2	KAZN	ABTB2	TEX41	ADAMTS9-AS2	RALYL	ARL15	CCSER1	KCTD8	COL4A5	ST6GAL1	FRAS1	GATA3	RAD51B	GLIS3	C11orf80	AGBL4	COBLL1	TMTC2	PRKCA	IMMP2L	MPPED2	RBPMS	KCNIP4	ERC1	ANK3	AQP2	FYB2	PTPN13	PLCL2	NAALADL2	TRPM3	CDK6	SCN2A	THSD4	TOX3	NR3C2	GRIP1	MACC1	DCDC2	THSD7A	MAPK10	PRKG1	SLC38A1	PKHD1	SLC8A1	PDE7B	MYH10	GAREM1	SCIN	NFAT5	TANC2	HSD11B2	PTH2R	STARD13	PDE1A	DLG2	MED13L	SDK1	ZFAND3	AKT3	AFF1	WSB1	TGFBR1	MYO1E	ARID1B	FNDC3A	SPAG16	PPP1R9A	LIMCH1	NDRG1	GLS	RALBP1	XIST	NLK	PRKN	SYTL2	NR2F2-AS1	SMARCA2	DANT2	LAMB1	SH3RF1	BAZ2B	WWTR1	BTBD9	MIR99AHG	MYO10	MAN1A1	ADK	SIK2	BCAS3	SMYD3	SSH2	PCCA	FER	MACROD2	FTX	SAMD12	NLGN1	NFIB	MBD5	TRAPPC9	TRPS1	FHOD3	MAML3	SCMH1	LRBA	EPB41L4A	KCNJ16	BRAF	AHI1	PTBP3	CD2AP	BABAM2	REV3L	NBEA	PTK2	ATXN1	FNDC3B	RABGAP1L	MTR	PDE8A	SIK3	RBBP8	MAGI3	SNHG14	THRB	FAM172A	FAF1	ROCK2
LAKE_ADULT_KIDNEY_C17_COLLECTING_SYSTEM_PCS_STRESSED_DISSOC_SUBSET	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C17_COLLECTING_SYSTEM_PCS_STRESSED_DISSOC_SUBSET	ZNF165	FOSB	HMGCS1	ATF3	LDLR	SLC25A25	NR4A1	KLF6	EIF2AK3	MLF1	SQSTM1	IDI1	ELOVL5	MIR4435-2HG	PDE4D	ABTB2	FOS	CRY1	INSIG1	EGR1	TEX41	HSPA5	SLC19A2	MAP3K14	ZFP36	BTG2	NEAT1	MSMO1	MACC1	MID1	DDIT3	LMNA	UPP1	PPARGC1A	FAM110B	ESYT2	RALYL	MECOM	MYO1E	VCL	BACH2	TNFRSF10B	BMPR1B	CCNL1	WSB1	IFRD1	GLIS3	ATP1B3	ARL15	FNIP2	PWRN1	CSGALNACT1	NPC1	GPX3	NFKBIZ	RTN4	CCSER1	CADPS2	SIK3	SREBF2	ELF3	IMMP2L	MYO1B	DNAJB1	NFAT5	SLC8A1	LGALS3	JUN	FRAS1	ZSWIM6	RAB7A	PRKG1	NAMPT	TOP1	PRKAG2	AGBL4	TMEM51	MCU	HSPA1A	RAP1B	YBX3	HSPH1	TOX	TPST1	JMJD1C	PRKCA	XIST	GRIP1	PIK3C2G	GAB1	BACE2	GLS	PALLD	TRAK1	EZR	ALDOB	DEFB1	SGPP1	NEDD4L	TPM4	HSP90B1	DUSP1	COBLL1	KRT19	ERC1	ARIH1	HIVEP2	BTBD9	NDRG1	SAT1	DLG2	LRRFIP1	EMCN	ERBB4	FNDC3A	SCN2A	BRAF	MYO1D	NAALADL2	ACTN4	HLA-E	ACTG1	NR3C2	SH3RF1	TMTC2	ADK	LIMA1	RAD51B	GAREM1	AFF4	STAT3	ITGA2	TSC22D2	NEK1	THSD4	DYRK1A	AAK1	UBC	DNAJA1	AKT3	ANK3	NOS1AP	MPPED2	MAP4K3	ST6GAL1	FAM160A1	YWHAZ	TJP1	ADGRL2	UBE2H	C4orf19	PCDH9	BCAS3	KIF13B	SHROOM3	HSD11B2	RBPMS	MYO10	SCIN	HIF1A	TANC2	PRKN	AHI1	ITGAV	RORA	MAPK8	ZNF292	SMYD3	ZFAND3	NLK	EPB41L5	LRP1B	RNF19A	GDF15	ASAP2	DCDC2	SDK1	TRPS1	HERC1	IGFBP5	CD2AP	PFKFB3	FHOD3	PDK4	MTATP6P1	LAMB1	COL18A1	WWTR1	RAPGEF2	MBD5	SMARCA2	BACH1	NFE2L2	ADAMTS9-AS2	HNRNPC	VMP1	MACROD2	KIAA1217	ACSL4	MED13L	FER	IL6ST	SPTBN1	DANT2	UBE2D3	ABLIM1	QKI	NCOA7	TIMP3	WWC1	SIK2	SPAG9	AHNAK	RBM47	ZFAND5	RANBP2	CAST	PAWR	FBXL17	SAMD12	SLC38A1	OSBPL3	UACA	ATXN1	TRA2A	AFF1	MEF2A	RALGAPA1	ZNF704	EXT1	SSH2	PRKCE	ARID1B	MAML3	CLMN	IQGAP1	ARHGEF12	MAGI3	MTUS1	LINC-PINT
LAKE_ADULT_KIDNEY_C18_COLLECTING_DUCT_PRINCIPAL_CELLS_MEDULLA	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C18_COLLECTING_DUCT_PRINCIPAL_CELLS_MEDULLA	AQP2	AQP3	FXYD4	ST6GAL1	KRT19	HSD11B2	ID1	TMSB4X	PAPPA	WFDC2	TSPAN1	TGFBR1	RASD1	PGGHG	SLC38A1	MMP7	RALBP1	PRDX1	IGFBP3	PDK4	BTG2	MNS1	GSTP1	CTSH	FUCA1	PWRN1	KRT8	CD24	KITLG	EPCAM	NUPR1	GATA3	CDH16	ITM2B	ACTG1	SPTBN2	FYB2	TMBIM6	H3-3B	CD9	SLC16A5	ASAH1	RPL3	HSP90AA1	MYL12B	DUSP6	EEF1A1	CYB5A	TOX	GSTM3	HSP90B1	RPL7	ARG2	RPL19	RDH10	B2M	CYSTM1	BAG1	GDF15	RPL10	BMPR1B	DUSP1	RPLP0	GAPDH	SOD1	RPS2	MYL6	UBB	AKR1B1	SRP14	RPS6	RBBP8	PFKFB3	RPS4X	ATP6V0E1	PEBP1	RPL13	HACD3	KRT18	CA2	AIF1L	CLU	LDHB	MYL12A	RPS3A	EIF1	CD164	PLEKHA2	PTBP3	MAL2	RPL11	CD63	RPS14	TACSTD2	TPM4	RPS18	TPT1	PIK3C2G	DYNLT1	TXNIP	S100A10	RPL15	IGFBP7	SLPI	SARAF	RTN4	RACK1	HSPD1	S100A6	BEX3	IFITM3	ITM2C	RPS5	RPS27A	STIM2	PDIA6	LAMTOR5	GPRC5C	CALM1	RPL7A	FTH1	NACA	PRKAR1A	COX4I1	ADGRG1	MAN1A1	LDHA	EID1	PSMA7	RPL31	RPL5	RPS23	MECOM	CRYAB	BTF3	ATP6V1G1	HSP90AB1	ZFP36L1	RPS19	ALDOA	NPM1	RPL10A	EPRS1	PPIA	SOD2	CHCHD2	RPSA	C11orf80	METAP2	RPL13A	MYH10	PLSCR1	THSD7A	RPL6	REEP5	TMEM213	PPIB	PDIA3	SGPP1	RPS8	CREM	SLC44A1	YWHAB	HLA-B	NDRG1	LITAF	GPX1	PFDN5	ATP5F1B	ISCU	CANX	MAL	TGOLN2	MYO1B	RPL30	CNBP	RPS12	RPL18	EIF4A2	RTN3	RPL8	GABARAPL1	RPS9	SCIN	SAT1	RPL9	IFITM2	KCNJ16	RPS20	PRDX6	CIB1	HINT1	CD81	FAU	IQGAP1	DDX5	RPL4	FTL	PDE1A	RPLP1	GUK1	RHOA	MGST3	RPS11	HLA-C	ATP5F1C	GNAS	ANXA2	HADHA	ARF1	PRKAG2	ARPC2	SEC62	PSAP	RPS13	PTGES3	RPS15	TPI1	CXXC5	C12orf75	HNRNPA2B1	RPL41	ATP5MC3	RPS27	SERF2	RPL14	RPLP2	PTPN13	KIF5B	LAPTM4A	UBA52	RPL35	DSP	ACTR2	TMEM59	XRCC5	RPS16	ENO1	ATP6V1A	PABPC1	EIF4G2	NDUFA4	PKM	RPL24	SKIL	PGK1	RPL21	RANBP2	TAX1BP1	CA12	PLCL2	PTMA	RPS7	RPS25	MTUS1	APLP2	ATP5F1A	CCT6A	SERBP1	EEF2	ACADVL	LLGL2	RPL34	RPL32	SPTBN1	NUCKS1	YBX1	HNRNPU	RPL12	SMARCA5	COX7C	SEPTIN11	FAM107B	ACAT1	DCDC2	PTTG1IP	SRSF3	ATP1B1	IVNS1ABP	HSPA9	RSRP1	MTATP6P1	RPS24	CNDP2	YWHAZ	CD2AP	RPL37A	HNRNPA3	ANAPC16	HNRNPR	RHOBTB3	ACSL4	HNRNPDL	CSDE1	PCM1	SF3B1	UBXN4	MYO10	SEPTIN7	DSTN	RNF213	TMSB10	JAK1	CD46	RPL23	HLA-A	CCNI	SYTL2	KTN1	TPR	PAPOLA	EEF1D	RPS28	NORAD	UBE2D3	KAZN	PCMTD1	NAP1L1	PLEKHA1	DICER1	PRPF40A	CLINT1
LAKE_ADULT_KIDNEY_C19_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_A_MEDULLA	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C19_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_A_MEDULLA	CALCA	TMEM213	KIT	ATP6V0D2	FOXI1	STAP1	ERP27	DMRT2	IL18	SLC26A7	LINC01187	ADGRF1	HSP90AA1	ACAT1	MARCHF1	ATP6V0A4	HSPD1	PTGR1	FTL	LITAF	LGALS3	C12orf75	B2M	CRYAB	SLC4A1	DHRS7	RHCG	EIF1	AKR1C1	HSP90AB1	INSIG1	CD9	MSMO1	RPL3	TXNIP	RPL15	PTGER3	CD24	MAP1LC3B	RPS6	PRDX1	TMSB4X	RPS2	EPCAM	CA12	SCIN	SAT1	ATP6V0B	COX4I1	EEF1A1	RPS4X	RPLP0	ZDHHC3	ATP6V1A	RPL13	RTN4	PSMA7	RPL7	ITM2B	RPL10	CYB5A	ARHGAP18	ATP6AP2	CYSTM1	SLC16A5	ATP6V1G1	RPL19	RPS5	DYNLT3	WFDC2	CA2	H1-0	RPL6	LDHA	MPP7	RACK1	RPS18	FYB2	GPX1	RPS3A	HLA-B	SLC25A39	RPL11	MYL12B	SPTBN2	TXNRD1	S100A10	SOD1	RPL5	ISCU	TMBIM6	HSPB1	RPL31	RPS14	EPS8	FTH1	HSPH1	HSPA4L	CNBP	RPS8	TSPAN1	DSP	SRP14	COX5A	H3-3B	ARL6IP5	CD164	SNHG29	KRT18	RPS16	AQP2	CYCS	FDFT1	RPL13A	TMEM59	RPL7A	UQCRFS1	RPL18	ARF1	SOD2	GAPDH	PTGES3	RPL4	TPT1	CD63	CRYBG3	MTR	NACA	CIAO2B	MYL12A	HSPA4	CAPN2	CHCHD10	SLC25A5	LIMA1	TMEM117	PRDX6	SARAF	TMPRSS2	EEF2	TACSTD2	ATP6V0E1	HINT1	GSTP1	RPS27A	MDH1	RPS11	ATP5F1A	LAMTOR5	CUL5	RPLP1	NDUFA4	RPL30	RPL10A	ATP5F1B	ATP5MC3	CHCHD2	GRB14	MBOAT2	SNTB1	EIF4A2	PTBP3	ALDH1A1	HADHB	DYNLT1	RPS19	GABARAPL1	LDHB	SNX3	GHITM	ATP5PB	SELENOW	RPL32	PDIA6	PDIA3	REEP5	ATP1B1	PCBP1	HADHA	TBC1D14	EID1	EIF3K	RPS24	CBR1	SPTBN1	RPS13	RPS7	RPL21	RPS20	NDUFA5	RCAN2	CD74	PPIA	RPS27	PLOD2	SKP1	RPS12	PGGHG	NRDC	CD59	HSP90B1	ATP5F1C	CLCNKB	TERF2IP	RPS25	RPS23	RPL24	RPL35A	RPL37A	CD46	PNPLA8	CDH16	PFDN5	RPS9	NPM1	ITGA6	LAPTM4A	RPSA	RPL8	TPI1	CIB1	HLA-C	CLU	RPL9	NAMPT	RPS3	RPL23	COX7C	PTTG1IP	RPS15	SLC25A3	BTF3	RANBP2	GAS5	CCT6A	CANX	XRCC5	HNRNPR	KIF5B	IDH2	DDX5	RPL14	MTATP6P1	RBBP8	ALDOA	TAF7	IGFBP7	PEBP1	TMEM123	MT2A	RPLP2	RPL35	PRKAR1A	RPS17	CNN3	RPL41	BMPR1B	TAX1BP1	RPL12	GNAS	FAU	COX5B	TM9SF3	MOB1B	ACTR2	RPL34	PHLDB2	PGK1	NORAD	VAPA	UBB	ST6GAL1	EZR	SERF2	CLIP1	ANXA2	TFCP2L1	MYL6	UBXN4	MPPED2	EPRS1	HNRNPU	ARHGEF28	BTG1	SERBP1	RHOA	HSPA9	ENO1	GPBP1	APLP2	TMF1	ANAPC16	UBE2D3	JAK1	PAPOLA	PKM	HNRNPA2B1	FUBP1	NFE2L2	YWHAB	ACTG1	CSDE1	KMT2E	RETREG1	CALM1	ZFAND5	WWP1	SLC38A1	RASD1	RPS28	RALBP1	PSAP	SF3B1	PRPF40A	NCOA7	HSPA5	APP	SEC62	TGOLN2	RSRP1	SEPTIN11	MAL	HECTD1	PAFAH1B1	ADGRG1	ARHGAP5
LAKE_ADULT_KIDNEY_C20_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_A_CORTEX	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C20_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_A_CORTEX	CLNK	SLC26A7	ADGRF5	PDE1C	PACRG	SLC4A1	SHOC1	HS6ST3	ATP6V0D2	GALNT17	RCAN2	NXPH2	THRB-AS1	SLIT2	ADAMTSL1	SEMA3C	ATP6V1C2	MAGI1	CACNB2	CA8	ITGA6	TMEM101	PTGER3	TMEM117	IL18	MPPED2	NRXN3	SNTB1	NEDD4L	TMEM213	ARHGAP18	PLCG2	EPS8	CA12	ABCC4	FYB2	PRKG1	ATP6V0A4	PDE4D	ESRRG	GLCCI1	FOXP1	SHROOM3	GRB14	PSD3	DOCK8	PLCL1	ABCA5	GPAT3	ADGRF1	AHCYL2	ARL15	IGFBP5	PCNX4	MOB1B	FREM1	TBC1D14	ZBTB20	ITPR2	LRMDA	GULP1	PDE1A	TBC1D4	MAGI3	FNDC3A	THRB	RNF152	CAB39	PPP1R12B	MSI2	OXR1	XIST	NR3C2	TFCP2L1	MAP4K3	TBC1D1	PRKN	ZSWIM6	RALGPS2	SCIN	KIAA1328	SKAP1	MYO1D	SBF2	FOXO1	SAMD5	ATP6V1A	DSP	PNISR	GPHN	PTPRJ	UBR3	CPEB4	DIP2C	NRDC	MYO10	LINC-PINT	ITPR1	PRKCA	CLIP1	THSD7A	RERE	WWOX	FBXL17	PPARGC1A	MAPK8	MTR	TRIM2	HIPK2	COBLL1	CGNL1	PICALM	STK3	AKAP9	KIF21A	MACROD2	RAPGEF2	KIAA1217	RUFY3	PPP3CA	LUC7L3	GMDS-DT	FAF1	LGR4	GLIS3	SCAPER	FNBP1L	OSBPL3	SETBP1	PRKCE	KANSL1L	FGD4	BDP1	ATXN1	ITGAV	EZR	GNAQ	MBNL1	DPH6	RALGAPA1	SUMF1	FER	BRAF	LIMCH1	BTBD9	WWP1	RBM25	NCOA2	NCOA1	ARHGEF28	DLG1	SNHG14
LAKE_ADULT_KIDNEY_C21_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_B	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C21_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_B	SLC26A4	SLC4A9	SLC35F3	DGKI	CLNK	ADAMTSL3	CA8	RCAN2	ADAMTSL1	PDE1C	PLCG2	PACRG	CELF2	WDR72	CA12	ATP6V0D2	IL18	MYRIP	EPS8	ARSJ	NEDD4L	MAGI1	ATP6V0A4	ZBTB20	ARL15	SEMA3C	SNTB1	RORA	FHIT	IGFBP5	BMPR1B	TMEM117	RNF152	PSD3	NEBL	LRMDA	GPHN	FOXP1	MAGI3	ITGA6	IQGAP2	SPTLC3	PLCL1	PICALM	XIST	LGR4	DACH1	MAP3K5	GLCCI1	TBL1X	PDE4D	TMEM213	PPARG	ATP6V1H	NR3C2	JADE1	GAREM1	ARHGAP18	MSI2	SCIN	FOXO1	PPP3CA	TBC1D4	ESRRG	PPARGC1A	HERC1	FREM1	TFCP2L1	PRKCE	GPC6	LPP	PARD3B	COL4A4	RALGAPA2	SIK3	RNF150	SSBP2	MACROD2	MEF2A	MITF	OSBPL3	FBXL17	TBC1D5	SOX6	KMT2C	SKAP1	NCOA2	UBE2E2	L3MBTL4	GULP1	SDCCAG8	PRKN	CGNL1	QKI	TRHDE	WWOX	FAF1	PHLDB2	KIF13B	NCOA7	MAPK8	KIF21A	PTPRJ
LAKE_ADULT_KIDNEY_C22_ENDOTHELIAL_CELLS_GLOMERULAR_CAPILLARIES	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C22_ENDOTHELIAL_CELLS_GLOMERULAR_CAPILLARIES	EMCN	LDB2	FLT1	PTPRB	HECW2	RAPGEF4	PLAT	TEK	MEIS2	PLPP1	CHRM3	ITGA8	PREX2	GNA14	SLCO2A1	IGFBP5	ZEB1	SHANK3	RBMS3	NRG3	EPAS1	ADGRF5	CDH13	TIMP3	ELMO1	SYNE1	NOSTRIN	GRB10	TCF4	SNED1	PTPRM	ST6GALNAC3	DOCK4	EBF1	TGFBR2	PLPP3	HSPA1A	RASAL2	CACNA1C	TMTC1	DNAJB1	PBX1	PIP4K2A	ADGRL2	PTPRG	HIVEP3	ASAP1	PITPNC1	PEAK1	FOS	AKAP12	FBXL7	SEC14L1	ANKS1A	AKT3	ARHGAP26	ST6GAL1	KALRN	LIMCH1	PPFIBP1	SPTBN1	GNAQ	LIFR	TACC1	ARGLU1	PRKCA	APBB2	ITGA1	PRKG1	PIK3C2A	MTSS1	ZBTB16	RBMS1	NTN4	HLA-E	ARL15	TTC28	HERC1	HSPH1	SMYD3	PLXDC2	MAML3	IL6ST	FCHSD2	PIAS1	BMPR2	GPX3	DNAJC1	UTRN	NKTR	CACNA2D1	MEF2A	LDLRAD4	COL4A2	DPYD	LRCH1	STARD13	ALDOB	CADPS2	FKBP5	MED13L	MYO1E	RFX3	HSP90AA1	CALD1	APP	ARHGEF3	KIAA1217	CEP112	UACA	QKI	MACROD2	EXOC6B	JMJD1C	GPC5	MACF1	SBF2	PRKCE	NFIA	TJP1	ZSWIM6	FMNL2	DYRK1A	PAN3	ARHGEF12	PDE8A	COL4A1	EPB41L4A	SVIL	RABGAP1L	BCAS3	NCOA1	SORBS2	MBNL1	HIPK2	SASH1	HIBCH
LAKE_ADULT_KIDNEY_C23_ENDOTHELIAL_CELLS_AVR	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C23_ENDOTHELIAL_CELLS_AVR	DNASE1L3	GPM6A	ADGRL4	EGFL7	PECAM1	CAVIN2	CEACAM1	TLL1	ENG	LDB2	PLAT	HLA-DRB1	IGFBP5	FN1	HLA-DRA	MEIS2	SH3BP5	EMCN	FLT1	CD74	ZNF385D	B2M	ZEB1	HLA-B	PTPRB	CD59	HLA-E	RBMS3	ST6GALNAC3	TCF4	IFITM3	VIM	EPAS1	FBXL7	DOCK4	TMSB10	TGM2	TGFBR2	KALRN	MIR99AHG	PTPRM	CD9	ASAP1	APP	ARHGAP26	MYL12A	ADGRF5	MT2A	RPLP0	ID1	FTL	IGFBP7	DDX5	RPL13	UTRN	PLPP3	RPS2	RPS6	PBX1	TMSB4X	HSP90B1	TFPI	IL6ST	GAPDH	CNN3	NAMPT	RPL19	MYL12B	MYL6	TIMP3	EIF1	RPLP1	RASAL2	RHOA	RPL3	EEF1A1	PTMA	TCIM	ADAMTS9	QKI	ACTG1	PSMA7	TPT1	NPM1	RPLP2	HNRNPA2B1	RPS16	RPL10	RPL4	PTTG1IP	RPS8	H3-3B	RPS27A	PABPC1	RPS12	FTH1	RPL13A	JAK1	RPL18	PRDX1	PPFIBP1	RPL5	TXNIP	YWHAB	UBE2D3	SPTBN1	CD63	AKT3	TMTC2	ARHGAP29	RPS19	RPL7	RPS23	RBMS1	RACK1	AHNAK	NCL	RPL8	RPS14	CANX	HSP90AB1	HNRNPDL	XRCC5	MEF2A	SASH1	RPL31
LAKE_ADULT_KIDNEY_C24_ENDOTHELIAL_CELLS_AEA_AND_DVR	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C24_ENDOTHELIAL_CELLS_AEA_AND_DVR	PALMD	CD93	PECAM1	ADGRL4	CLDN5	ADAMTS6	TM4SF1	TIMP3	SRGN	VIM	A2M	PLPP1	DEPP1	SYN3	MEIS2	TMTC1	EGFL7	PTPRB	SOX5	ENPP2	TCF4	HLA-DRB1	PODXL	FLT1	EPAS1	LDB2	HLA-E	KCTD12	ELMO1	AQP1	ABI3BP	EMCN	ADGRF5	STOM	HLA-B	CD74	MEF2C	SPARC	RBMS3	EXOC6	EBF1	HLA-DRA	UTRN	B2M	IFITM3	PDE3A	CHRM3	ZEB1	ST6GALNAC3	DOCK9	CD59	TMSB10	ADAMTS9	TMSB4X	ARL15	MYH9	PLCB4	PTPRM	EMP1	IFITM2	FBXL7	SPTBN1	MTUS1	CRYBG3	DOCK4	PTMA	IL6ST	NFKBIA	ID1	FCHSD2	CALM1	CLIC4	SRP14	UACA	CALD1	PTTG1IP	TACC1	DST	ADAMTS1	MACF1	MYL12A	FTL	HSP90AA1	AHNAK	DNAJA1	DUSP1	ARHGAP26	EIF1	THSD7A	SP100	TTC28	RHOA	TPM3	ACTG1	HSP90B1	PIK3C2A	FOS	THSD4	RALGAPA2	HSP90AB1	MYL6	PLCB1	ARGLU1	MBNL1	RPS2	MEF2A	CRIM1	HSPA5	RPS6	RPL5	PDLIM5	PABPC1	RPL14	RPL3	NAMPT	AKAP13	CDC42BPA	RASAL2	BMPR2	APP	CD46	RPL10	IQGAP1	RPL4	H3-3B	AKT3	PTPRG	NPM1	DPYD	ROCK2	RPL11	PSAP	LIMCH1	HSPH1	YWHAB	UBE2D3	KIF5B	TPT1	EXOC6B	WWTR1	RPLP0	KLF12	SYNE1	RPL19	RPLP1	TJP1	RPS16	RPS18	MYL12B	RPL15	RPS5	APBB2
LAKE_ADULT_KIDNEY_C25_ENDOTHELIAL_CELLS_UNASSIGNED	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C25_ENDOTHELIAL_CELLS_UNASSIGNED	MMRN1	SEMA3A	TSHZ2	PROX1	LDB2	ST6GALNAC3	RALGAPA2	TCF4	KALRN	PLCB4	TFPI	FBXL7	ASAP1	EFNA5	STOX2	PDE7B	DOCK5	UTRN	PPP3CA	TPM4	DOCK9	EPB41L4A	CPNE8	ARL15	TCF12	SSH2	KMT2E	FCHSD2	TMEM161B-AS1	ZFC3H1	PPFIBP1	FOXP1	ZFHX3	ZFAND3	FOXP2	MYH9	SRPK2	CAST
LAKE_ADULT_KIDNEY_C26_MESANGIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C26_MESANGIAL_CELLS	POSTN	PIEZO2	IL18R1	PDGFRB	DAAM2	AGTR1	ITGA11	ITGA8	EBF1	DAPK2	EMCN	ROBO1	RBMS3	TMTC1	PRR16	UNC5C	A2M	COL12A1	LAMA2	PRKG1	ENG	CALD1	IL1RAPL1	GAS2	COL25A1	EPAS1	ZEB2	PDE3A	SPARC	SPOCK1	HSPA1B	MEIS1	SYNE1	ETS1	PIP5K1B	SLCO3A1	TCF4	PHTF2	HSPA1A	TIMP3	PCDH9	LHFPL6	EPB41L2	PRKCA	C7	KALRN	FOSB	ADGRF5	GATA3	MEIS2	INPP4B	DNAJB1	DLC1	MGP	MEF2C	PDE7B	RAPGEF5	RAPH1	AKAP12	CDC42BPA	TEX41	FOS	ROCK2	DOCK8	PALLD	PLCL1	IGFBP5	AQP1	MAP3K5	HSPB1	DOCK4	MTSS1	NRG3	AHNAK	ITGA1	EGR1	MYO1E	PPARG	IL6ST	APBB2	MAML3	RBMS1	MYH9	SPTBN1	NR4A1	TACC1	TBC1D1	NR2F2-AS1	CPM	FBXL7	SLC38A2	FCHSD2	GPX3	MAML2	SSBP2	NBEA	ELL2	SH3D19	NEK7	FRMD4A	PSD3	PLPP1	IGFBP7	TNS1	MYO1D	JUN	SBF2	CBLB	HSPH1	PDS5B	TSC22D1	NFKBIA	ARID5B	CAMK2D	RORA	DLEU2	PTPRG	HLA-E	LMO7	NEAT1	EPS8	ACTN4	SAMD12	COL4A2	PTEN	B2M	DUSP1	RAPGEF2	ITPR1	TBL1X	ADGRL2	UBC	TMSB4X	DST	UTRN	ROCK1	HERC1	UACA	TNS3	PPP1R12A	TTC28	TJP1	COL4A1	FTX	HSP90AA1	EXT1	CRIM1	CACNA2D1	ASCC3	DGKH	LPP	USP53	ALDOB	LINC-PINT	SEPTIN7	NBEAL1	TOP1	AKT3	PTPRM	STARD13	SPAG9	ANKRD12	DPYD	PTPRD	ZBTB16	BMPR2	UBR3	WNK1	AKAP9	HIPK2	ARGLU1	NCOA1	ZFP36L1	RASAL2	NKTR	PLXDC2	ANKRD11
LAKE_ADULT_KIDNEY_C27_VASCULAR_SMOOTH_MUSCLE_CELLS_AND_PERICYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C27_VASCULAR_SMOOTH_MUSCLE_CELLS_AND_PERICYTES	MYH11	NTRK3	PDZRN4	MCAM	TAGLN	KCNAB1	CACNA1C	ACTA2	HPSE2	SPARCL1	DGKG	SLIT3	PDE3A	GRID2	SYNPO2	EBF1	FLNA	ADGRL3	PIP5K1B	FOSB	PRKG1	CALD1	RCAN2	NR4A1	MEIS2	LHFPL6	DMD	MSRB3	MEF2C	CDH13	DLC1	DGKB	ADIRF	CTNNA3	RBMS3	A2M	FOS	RGS6	ATF3	ATP10A	AFF3	GPC6	TMTC1	JUNB	HSPA1A	UTRN	INPP4B	CACNB2	MYLK	NR2F2-AS1	HSPA1B	TBX2	AKAP6	EGR1	FBXL7	TIMP3	SLC8A1	SOX5	FRY	PPP1R12B	PLCL1	ZFP36	PPP1R12A	EPS8	SDK1	LPP	ZFHX3	EPAS1	MYO1D	DNAJB1	KALRN	NRXN3	TBC1D1	ITGA1	SLCO3A1	ZEB1	IGFBP5	TPM1	NEAT1	ARHGEF7	JUN	DSTN	FCHSD2	GPX3	ROCK1	MAML3	DUSP1	KIF13A	COL18A1	NBEAL1	SSBP2	MBNL1	PALLD	PLPP1	ROCK2	ESYT2	ACTN4	PTPRG	CBLB	VCL	UBC	RASAL2	PDLIM5	RERG	MAP3K5	CLMN	TTC28	APBB2	TNS1	NHS	THSD4	ARID5B	LRCH1	DST	UBR3	ARHGAP6	HIP1	ANKRD36	PBX1	PDE1A	FTX	CAMK2D	PTEN	COL4A2	FER	AKT3	SIK3	RAPGEF2	MYH9	ALDOB	COL4A1	DGKH	AUTS2	AKAP12	PAN3	DYRK1A	TACC1	RBPMS	AKAP13	CRIM1	HSPH1	ARID1B	WSB1	CDC42BPA	DLG2	DOCK4	CACNA2D1	ZNF704	TJP1	BMPR2	ZFP36L1	ARIH1	SORBS2	PAWR	MED13L
LAKE_ADULT_KIDNEY_C28_INTERSTITIUM	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C28_INTERSTITIUM	C7	MGP	TSHZ2	A2M	LAMA2	TNC	DCN	RBMS3	CALD1	NEGR1	CCN1	THBS1	MEIS1	MEIS2	SLIT3	EBF1	ITGA1	ZEB2	LHFPL6	PALLD	AKAP12	CACNA1C	TIMP3	COL4A1	PRKG1	PTEN	SORBS1	LDB2	IGFBP7	ARHGAP10	NFIA	NAV2	TPM1	INPP4B	RERG	COL4A2	THSD4	KALRN	NR2F2-AS1	UTRN	MAP3K5	CBLB	COL4A4	ZBTB16	PDLIM5	EXT1	USP53	ROCK2	DST	FNDC3B	ITSN1	TMSB4X	PLXDC2	RBMS1	FOXO3	LPP	DACH1	TTC28	IL6ST	MED13L	REV3L	UACA	AUTS2	SYNE1	SSBP2	SETBP1	DGKH	EPS8	TACC1	APBB2	UGGT2	PRKCA	VMP1	LINC-PINT	SCMH1	RPLP1	TCF12	KIAA1217	AKT3	STK3	RASAL2	SBF2	DPYD	UBE2E2	MIR99AHG	ROCK1
LAKE_ADULT_KIDNEY_C29_UNKNOWN_NOVEL_PT_CFH_POS_SUBPOPULATION_S2	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C29_UNKNOWN_NOVEL_PT_CFH_POS_SUBPOPULATION_S2	CFH	LINC01435	MGAT4C	ALDH1A2	ZFPM2	KCNT2	RBFOX1	NRG3	FAM189A1	CTTNBP2	FRMD4A	FBXL7	TSHZ2	EDIL3	TENM3	CCN2	SYNE1	PDE1A	PLCB4	SLIT3	RERG	CASC15	ITGB8	ACSM3	FAM155A	MAGI2	BNC2	BICD1	RHEX	MAML3	BCL2	ZBTB20	BICC1	OSBPL10	NEDD9	CRIM1	CNTN4	TMEM178B	PRUNE2	TPM1	PARD3	PALLD	UTRN	L3MBTL4	ZBTB16	DCDC2	ZDHHC14	THRB	WWOX	CCDC198	CEP112	AUTS2	EXT1	PAWR	DST	RBMS3	GALNT14	EHBP1	KANK1	ZEB1	GPHN	MACROD2	SHROOM3	ARHGAP29	PDE7B	SPIDR	NR2F2-AS1	DANT2	AKT3	MBD5	PARD3B	KLF6	PLEKHA7	AGBL4	FER	ARGLU1	DLG2	TRAPPC9	TTC28	RORA	MYO9A	MACF1	SVIL	GULP1	DPYD	NOX4
LAKE_ADULT_KIDNEY_C30_IMMUNE_CELLS_MACROPHAGES	http://www.gsea-msigdb.org/gsea/msigdb/cards/LAKE_ADULT_KIDNEY_C30_IMMUNE_CELLS_MACROPHAGES	CD163	IL7R	PTPRC	ARHGAP15	SP100	MED13L	TCF12	DPYD	AKAP12	FKBP5
MENON_FETAL_KIDNEY_0_CAP_MESENCHYME_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/MENON_FETAL_KIDNEY_0_CAP_MESENCHYME_CELLS	H19	ITGA8	IGF2	XIST	LYPD1	NR2F1	NASP	CCDC88A	NNAT	PTMAP5	PTMA	NCAM1	NCL	NR2F2	LAMA4	NTRK2	HMGB1P6	NAP1L1	MEIS2	PSIP1	PTPN14	CENPF	RBP1	DEK	SOX4	TUBA1A	PAX2	LUC7L3	HMGB1	PTMAP2	BAZ1B	RBM25	SEPTIN6	ILF3	RPL13AP25	ANP32B	BAZ2B	GOLGA4	TOP2A	MDK	SMC4	SYNE2	SF3B2	EIF3A	BST2	ANKRD11	H4C3	ZC3H13	MKI67	NBPF1	NKTR	RPS3AP6	ATRX	SET	RIF1	ZKSCAN1	DNMT1	SUPT16H	CHD4	USP1	TPR	KAT6B	HNRNPA1P48	RSF1	BPTF	MCM7	SNRNP70	CUX1	TIA1	PRXL2A	CCDC14	RPS10	PEG10	NOP56	DACH1	RPS19P1	ENAH	RPS4XP6	PTMS	SPEN	GABPB1-AS1	BDP1	TOP2B	SMC1A	BRD3	SMC3	NUDT3	HMGB2	PPM1G	DDX24
MENON_FETAL_KIDNEY_1_EMBRYONIC_RED_BLOOD_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/MENON_FETAL_KIDNEY_1_EMBRYONIC_RED_BLOOD_CELLS	MTCO1P12	MTND1P23	RPL10P9	HBG2	HBA2	RPL15	HBG1	RPS4Y1	RPS18	RPL19	H1-3	RPL31	STMN1	TPT1	H2AZ1	RPL3	RPS7	RPL32	RPL10P6	RPL5	RPL15P3	RPL7A	RPS23	RPS7P1	RPLP0P6	TUBA1B	GAPDH	RPLP0	RPS13	LYPD1	UBB	FTH1	TUBB	RPL35A	SINHCAF	RPL23A	HBA1	BTF3	NPM1	NUSAP1	TMSB15A	ID3	ACTB	PPIAP22	PPIA	RPS2P5	MT-CYB	RPL6	HMGB2	RPS15A	HBB	SNRPD2	ARL6IP1	MT-ND2	RPL4P4	JUN	YBX1	MTATP6P1	MT-ND1	ERH	H3-3B	PTTG1	RPL26	SUMO2	HMGB1P5	FOS	RPL29	YBX1P10	RPS25	NACA	CADM1	DYNLL1	HNRNPC	SRP9	RPSAP58	ATP5MC2	RPL18A	MARCKSL1	RPL10P16	RPL7	DUT	SNRPB	CALR	RAN	RPSA	PCNA	PCBP2	FKBP3	MT-ND5	YWHAQ	EEF1B2	CHCHD2	YBX1P1	TMPO	TOP2A	RPL7AP6	H4C3	RPL5P34	SELENOF	IFITM2	RHOA	RPS13P2	RPL26P19	RANBP1	SEC11A	NPM1P39	MACROH2A1	RPL23AP42	CNBP	PPDPF	HSPA8	PFN1	SMC4	ILF2	HACD3	SKP1	MKI67	ATP5PF	OSTC	SNRPC	HSPE1	HNRNPF	SRSF2	ATP5F1C	RAD21	SSBP1
MENON_FETAL_KIDNEY_2_NEPHRON_PROGENITOR_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/MENON_FETAL_KIDNEY_2_NEPHRON_PROGENITOR_CELLS	LIMCH1	CD24	POU3F3	MECOM	PLEKHA1	UTRN	RPS2	CCDC198	DCDC2	EMX2	HOXB3	HSP90AA1	ERBB4	RPLP0	CCND1	LHX1	HOXB7	MST1L	RPSAP58	RPL7P1	HES1	EPCAM	RPL3	HMGA1	RPSA	ODC1	HOXD8	SOX4	LAMB1	RAB3IP	ABLIM1	TRIB2	TUBB2B	JAG1	MAL	ANP32E	HOXA10	RPLP0P6	MARCKSL1	HIPK2	BTG1	DBI	AFDN	EIF3F
MENON_FETAL_KIDNEY_3_STROMAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/MENON_FETAL_KIDNEY_3_STROMAL_CELLS	COL1A2	COL3A1	COL1A1	COL21A1	TNC	COL6A3	LGALS1	SULT1E1	PTN	CALD1	TPM2	POSTN	CLDN11	H19	AKAP12	ZEB2	CYP1B1	EMCN	IGF2	COL5A2	FN1	FLRT2	MYH10	TMSB4X	MEG3	CTSC	NR2F2	CDH11	MYLK	TPM1	SFRP1	TPM4	IGFBP5	MEIS2	GPC3	COL4A1	MARCKS	XIST	UACA	SEPTIN11	TCF21	FSTL1	ALCAM	SPARC	PALLD	PXDN	RBP1	RAI14	DST	VIM	KCNQ1OT1	ATP2B1	RRBP1	CD81	COL4A2	NR2F1	NCAM1	PBX1	MYL6	SOX4	SERPINH1	MAGED2	SEPTIN7	CCDC88A	TTC3	CHD3	FOS	GNAS	SELENOW	MACF1	C12orf57	MDK	VCAN	RPS4XP6	RPL28	NKTR	TUBA1A	ITGB1	RPL24P8	PPP1R12A	TOP2B
MENON_FETAL_KIDNEY_4_PODOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/MENON_FETAL_KIDNEY_4_PODOCYTES	PODXL	NPHS1	NPHS2	CLIC5	MAGI2-AS3	MAFB	TNNT2	AIF1	SOST	PTPRO	PLA2R1	THSD7A	TGFBR3	MME	PLCE1	SULF1	NES	MPP5	NTNG1	VEGFA	TCF21	DDN	ST3GAL6	ITIH5	SPARC	WT1	TPPP3	SYNPO	GADD45A	MXRA8	IQGAP2	TNNI1	RETREG1	ARMH4	HTRA1	MAGI2	TMEM150C	TYRO3	ENPEP	MYL9	SPOCK2	BST2	WT1-AS	CCN2	PALLD	SRGAP1	PARD3B	TJP1	SEMA3B	CGNL1	DSC2	ANXA2	CLDN5	FOXC1	PLTP	PTH1R	COL4A4	AIF1L	NPNT	CPXM1	GOLIM4	ARHGEF12	NEBL	EFNB2	VIM	EIF3M	S100A6	MIR503HG	CRIM1	PTPRD	ANXA2P2	RASSF8	ACTN4	BCAM	MYH9	CMYA5	TMSB4X	SEPTIN11	COL9A1	CAST	ALCAM	DACH1	ROBO2	PHACTR4	EZR	TSC22D3	ARMCX3	SELENOP	MALAT1	CDKN1C	ITM2B	DST	CXCL12	RBMS1	ADAMTS9	HMGN3	SPINT2	HIPK2	AHNAK	TCEAL3	BMP7	NFE2L1	LEPROT	FNDC3B	CD151	RNF145	DSTN	STT3B	PCMTD2	TSPAN3	CD2AP	NEAT1	HSP90B1	ZFP36L2	CD59	CHD3	SPATS2L	SDC2	TRIB2	CALD1	MYL6	CITED2	PON2	PLOD2	SERINC1	LRRFIP1	ARHGAP29	CALM2	APLP2	DDX17	KTN1	ADD3	BBX	TMSB4XP8	TTC14	TXNIP	UACA	PRDX6	LUC7L3	CD81	NORAD	RDX	SARAF	WASF2	SLK	CIRBP	SEC62	HSPA5	MAN1A2	BRD2	CANX	MYL12B	YIPF4	TMED9	BNIP3L	H3-3B	GABARAPL2	TERF2IP	SEPTIN2	TPM1	PUF60	PTMS	ANKRD11	MTDH	CD63	ARF1	CHD4	PTPN14	WDR60	PCBP1	DYNLRB1	PRRC2C	GINM1	EVL	SRRM2	TCF25	MPHOSPH8	RAB2A	UBE2G2	PSAP	FKBP2	ANKRD12	CALR	PTBP3	TCEAL9	NTRK2	PDIA3	TBCB	RFC1	ANXA5	COL18A1	EMC10	PRMT2	KMT2E	TAX1BP1	PPP1R9A	ITGB1	NDUFB2	C4orf3	RAD50	BAZ2B	RPL36AL	KMT2A	PHIP	CCNL2	GOLGB1
MENON_FETAL_KIDNEY_5_PROXIMAL_TUBULE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/MENON_FETAL_KIDNEY_5_PROXIMAL_TUBULE_CELLS	GLYATL1	SLC3A1	DSEL	CUBN	PDZK1	LRP2	TNFSF10	FLRT3	SPP1	SMIM24	SLC27A2	PSMA2	VCAN	APOM	DPP4	DAB2	AFP	APOE	RIDA	FTL	CARMIL1	CCDC198	MPC2	EPHA7	MSRB1	CDH6	C11orf54	ACAA2	TSPAN12	KCNJ15	SPATS2L	SPEF2	UGCG	FTLP3	ANXA4	S100A10	ALDH6A1	DCDC2	TPT1	CLU	ODC1	MRPL32	SLC9A3R1	GNG11	AIG1	ID1	DNPH1	CYB5A	CD24	FTH1	ARID5B	PPFIBP1	ATP5IF1	AKR1A1	JAG1	MDH1	CD164	RNF181	EMX2	HSPD1	RAB3IP	DBI	ETFB	FARP1	NPC2	ITM2B	PTGR1	RTN4	CYBA	TXN	CALM3	PTTG1IP	LAMTOR5	SNHG29	ATP6V1F	SYNE2	TMBIM6	HOOK1	NIPSNAP1	HSPE1	ID4	RPL14P1	NDUFC1	RPS7	RPS2P5	SPINT2	QPRT	LAPTM4A	GPC3	ID2	TPT1P9	HADHA	CTSB	TUBB4B	SELENOP	SMS	SNHG8	OCIAD2	RPS4Y1	SYAP1	ATXN7L3B	ATP5PF	MYO6	IGFBP7	ATP5PD	ATP6V1G1	RPL10P9	MTCO1P12	DYNLRB1	CALM1	PCBP2	CITED2
MENON_FETAL_KIDNEY_6_COLLECTING_DUCT_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/MENON_FETAL_KIDNEY_6_COLLECTING_DUCT_CELLS	GATA3	ELF5	AGR2	ADH1C	BCAT1	SCIN	STC1	TBX3	ALDH1A1	RDH10	CLU	BTG2	CTSH	CLDN4	AHI1	MYO6	WFDC2	KRT8	KRT19	TMSB4X	GSTM3	EMX2	EPCAM	RALBP1	CYB5A	MAL2	NPNT	KRT18	RAB11FIP2	COBLL1	S100A11	AKR1B1	DMKN	IQGAP1	HOXB7	CD9	AFDN	EMX2OS	TMSB4XP8	ANXA2	FOS	PTBP3	CCDC198	ASAH1	MAL	KLF6	SCOC	JUN	SAT1	S100A10	ARL4C	IER2	ENO1	PTPRF	SPATS2L	ZFP36L1	S100A6	LHX1	CALM1	TSTD1	CD2AP	NEDD4L	MECOM	IVNS1ABP	EZR	EGR1	EFNB2	PPDPF	TSC22D1	LIMCH1	LRRFIP1	ID1	GSTP1	HSPB1	B2M	SPINT2	PTPN13	MYL12A	PDHA1	MGST3	EIF1	HDAC1	CHD3	PAX8	MAP4	COA3	METAP2	CLTC	LRPAP1	ECHDC2	ARPC2	RTN4	TCEAL9	MRPL33
MENON_FETAL_KIDNEY_7_LOOPOF_HENLE_CELLS_DISTAL	http://www.gsea-msigdb.org/gsea/msigdb/cards/MENON_FETAL_KIDNEY_7_LOOPOF_HENLE_CELLS_DISTAL	SLC12A1	KNG1	KCNJ1	UMOD	CLDN10	ACP3	DEFB1	PTGER3	FXYD2	CLDN16	ATP1B1	CA12	ATP1A1	IRX2	TMEM213	DUSP9	TFAP2B	PAPSS2	EGFL6	MAL	KCNJ16	ESRRG	TFCP2L1	CLCNKB	TMEM72	MPC1	CLCN5	CXCL12	CKB	PP7080	CPM	ERBB4	MECOM	MT-RNR1	SULT1C2	NEFL	NUDT4	MT-CO1	MT-CO3	LDHB	MT-CO2	MST1L	MT-ND1	CHCHD10	IDH2	CYFIP2	VAV3	PAPPA2	UGT8	MUC1	CRYL1	SPP1	UQCRB	MT-ATP6	SLC25A4	ABLIM1	APOE	CLDN19	REXO2	HOXD8	MT-ND4	DNER	MT-RNR2	COL6A1	ATP5MC3	POU3F3	MT-ND6	COX8A	IGFBP7	ATP5F1B	CTDSPL	CYCS	PKP4	ANK3	NDUFA1	GOT1	COX5B	CDH16	ATP5MC1	CISD1	CTSL	MRPS6	IVNS1ABP	COX7B	MTURN	AFP	SUCLG1	TRIM2	TUBB2B	SLC25A5	MT-CYB	COBLL1	ATP5F1A	SLC5A3	NPC2	ANXA11	ALDH1A1	CYS1	MT-ND3	COX4I1	UQCRFS1	RBM47	COX5A	NDUFB1	UQCRH	SLC2A11	COX7C	NDUFA4	GHITM	ATP6V0B	S100A6	COX6B1	FTL	ARHGAP24	MST1P2	ATP5PF	ITPRID2	MRPL41	ATP6V0E1	MTATP6P1	COX6C	SDC4	UCHL1	NDUFB9	PLEKHB2	PTH1R	ATP1B3	ATP5PD	CYSTM1	GSTK1	ACADVL	COX20	CYP1B1	FAM162A	NARS1	RHOBTB3	MT-ND2	UQCR11	DZIP1	DECR1	MGST3	CD24	COX6A1	SMIM24	UQCRHL	COA3	NDUFA8	MT-ND5	NDUFC1	ATP5F1C	PIK3R1	UQCR10	NDUFB5	GPI	XPA	ATP5MG	APLP2	CAPN2	MPC2	GSTM3	ISCU	DMAC1	HINT2	NEDD4L	NDUFS7	EIF3K	MT-ND4L	ATP5PO	DCDC2	ASAH1	CYC1	ID2	TSTD1	MT-ATP8	ATP5F1E	NDUFA5	FTLP3	NDUFA10	MYO6	VAMP8	LAMB1	ITM2B	TSPAN12	ETFB	ATP5ME	NDUFV1	CPNE3	PDHA1	COX7A2	UQCRC1	UQCRC2	ATP5MD	KRT10	NDUFS3	COL18A1	EPCAM	MICOS13	PRDX5	MAGEF1	PNKD	ITM2C	NDUFS6	SLC25A6	RNPC3	MRPS25	HOXD9	NDUFB2	TMBIM6	AK3	NDUFA2	NDUFB8	NDUFS2	ATP5PB	BEX3	ATP6AP2	LAMTOR5	NDUFB7	WSB1	AFG3L2	NDFIP1	NDUFA3	MEST	ATP5F1D	TMEM59	PHB	NIPSNAP2	GNG5	IMMT	RNF7	PRDX3	UQCRQ	ENO1	NDUFS8	AHCYL1	MICOS10	COMMD6	PEBP1	GABARAPL2	ECI1	AKIRIN1	ATRAID	SPINT2	AKAP9	MRPL33	TOMM7	NEAT1	FKBP2	NDUFA6	MDH1	HSPA9	ATP5MPL	HSPE1	MRPS5	CHMP2A	MINDY2	NDUFB6	CD63	SERF2	PGK1	BEX2	PKM	ATP6AP1	VDAC1	RTL8C	NDUFC2	NDUFB4	AURKAIP1	ESD	TCEAL4	POLR2L	HSBP1	TPI1	ALDOA	SLIRP	SMDT1	HIGD2A
MENON_FETAL_KIDNEY_8_CONNECTING_TUBULE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/MENON_FETAL_KIDNEY_8_CONNECTING_TUBULE_CELLS	TMEM52B	TMEM213	IGFBP3	CLCNKB	EMX1	DEFB1	CA2	SAT1	CA12	HSD11B2	ATP6V1B1	ATP1A1	TFCP2L1	ATP1B1	MAL	FXYD2	HOXD8	KCNJ16	SMIM24	KCNJ1	MUC1	POU3F3	MECOM	WFDC2	GPRC5B	WNK1	CDH16	KRT19	SULT1C2	NDRG1	TMEM72	MALAT1	CHCHD10	KCNJ15	IGFBP7	KNG1	LLGL2	SLC8A1	CYS1	GATA3	MITF	LIMCH1	ANXA11	MST1L	COBLL1	MPC2	RGL3	ARHGAP24	SDC4	S100A6	EPCAM	ERBB4	RBM47	ZNF503	NUDT4	DNASE1	MT-CO1	CD24	LHX1	GSTM3	COX8A	WSB1	VAV3	NEAT1	GLS	MTURN	SERPINF2	NEDD4L	COX5B	COL18A1	SCUBE3	NPNT	FERMT2	MPC1	COX7C	HNF1A-AS1	NDUFB1	DSTN	SCIN	MT-CO2	ITM2B	GALNT11	JADE1	HOXD9	ITM2C	COL6A1	UQCRB	NDUFA1	HOXB-AS3	EMX2	ERBB2	LDHB	ATP1B3	RAB3IP	COX6B1	COX6C	UQCR11	ROMO1	FAM171A1	CISD1	MFHAS1	SUCLG1	RALBP1	NFE2L2	RNPC3	CAMK2N1	ATP5F1B	COL1A2	TMCO1	MT-CO3	NDUFB2	MST1P2	ARSD	HSP90AA1	LRPAP1	APLP2	VAMP8	COX6A1	LAMB1	CTDSPL	COA3	TRIM2	ATP5PD	TGOLN2	PDHA1	KIF12	COMMD6	DECR1	BTG1	ATP6AP2	PHLDB1	ATP5MG	MYO6	KIF3B	PTGR1	ATP6V0B	ATP6V1F	TMEM245	MT-RNR1	SERF2	COX7B	ATP5ME	KRT8	PNKD	LRRFIP1	FKBP2	ETFB	TRIM56	UQCRQ	DAZAP2	PLEKHA5	ATP5IF1	ARL4C	ACADVL	AIF1L	DCDC2	CLCN5	NDUFC1	ANK3	PAWR	SNRPN	LMAN2	PTH1R	AHCYL1	CCDC198	MRPS18B	ATP5MC1	PLXNB1	QPRT	NDUFA3	ABLIM1	ADAMTS9	LAMTOR5	NDUFA4	MT-ND6	YTHDC1	PTPN13	NDUFB9	NPC2	NDUFB7	MICOS13	POLR2L	MRPL33	PLEKHJ1	COX5A	IVNS1ABP	CLINT1	ECI1	SNHG14	HOXB3	ATP6V0E1	SELENOP	PFKL	PTPRF	NOP10	UQCRFS1	PTBP3	PIK3R1	TMBIM6	PSAP	CYC1	ADD3	RPS4Y1	ATP5MC3	COX7A2	NDUFA13	GSTK1	GCC2	UQCR10	QKI	AFG3L2	NDUFA6	CYB5A	AHNAK	TCEAL4	ZC3H13	PTTG1IP	SLC25A5	CYCS	YWHAB	MT-ND3	MICOS10	PHGDH	NSRP1	VDAC1	FRMD4A	PEBP1	TTC14	TMEM59	MYO10	ATP5F1A	NDUFA5	ZNHIT1	TFDP2	COX4I1	MPHOSPH8	NDUFA10	UBE2G2	BEX2	HIPK2	NDUFA2	SARAF	CHMP2A	COPS6	OST4	HOXA9	RTN4	TSTD1	COX20	HIGD2A	NIPSNAP2	ATP5MD	NDUFB10	PRMT2	SEC62	COPS9	MRPS6	TMA7	SEC61G	TMED4	SOD1	KNOP1	ATP5F1E	RPL36AL	MGST3	S100A13	ZMAT2
MENON_FETAL_KIDNEY_9_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/MENON_FETAL_KIDNEY_9_ENDOTHELIAL_CELLS	ADGRL4	ADGRF5	NOSTRIN	PECAM1	FLT1	TM4SF18	CD34	APLNR	KDR	IGFBP5	CAVIN2	GMFG	NOTCH4	TM4SF1	EMCN	EHD3	HLA-B	PIEZO2	PLPP3	MEF2C	HLA-E	B2M	EGFL7	RAMP2	ETS1	ESAM	TGFBR2	PRCP	IFI16	GNG11	VAMP5	A2M	PCDH17	THY1	CAVIN1	TCIM	CD74	RNASE1	UACA	COL4A1	TCF4	CLDN5	IL6ST	TIMP3	HLA-A	IGFBP4	FN1	GNAI2	LIFR	SPTBN1	COTL1	CALM1	MEIS2	MSN	HSPG2	MAP4K4	H19	NIN	TMSB4X	ANXA2	NRP1	TMSB10	ARHGAP29	EFNB2	LGALS1	TPM3	COL4A2	NEAT1	CDC37	TPM4	ROCK2	MARCKS	CRIP2	RDX	SPARC	SERPINH1	TUBA1B	PTTG1IP	ITGB1	RRBP1	MYL12A	MAGED2	MKI67	RHOA	KIF5B	NES	MYL6	HMGB1P5	S100A6	LPP	CCND1	ARPC2	IER2	ACTR2	IFITM3	CD81	IFITM2	FKBP1A	PXDN	APP	PBX1	KTN1
MENON_FETAL_KIDNEY_10_IMMUNE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/MENON_FETAL_KIDNEY_10_IMMUNE_CELLS	LST1	HLA-DPA1	SRGN	MNDA	CORO1A	LCP1	HLA-DRB1	HLA-DRA	CYBB	TYROBP	PTPRC	IGSF6	LAPTM5	HLA-DRB6	HLA-DPB1	SAMHD1	FYB1	ARHGDIB	CD74	AIF1	HLA-B	S100A4	ARPC1B	B2M	MEF2C	CST3	TMSB4X	HLA-C	FGL2	TPM3	MAF	ACTB	COTL1	GPX1	ACTR2	FTL	PFN1	RGS10	SH3BGRL3	FTLP3	HLA-E	ARPC2	KLF6	CNPY3	SAT1	PABPC1	TMSB4XP8	CCDC88A	CAP1	FOS	ZFP36L2	HLA-A	S100A11	TPT1	GRB2	TMSB10	DAB2	RPLP1	ARPC3	LRRFIP1	LGALS1	VAMP8	RPL27	CYBA	UBA52	OAZ1	EEF1B2P6	NEAT1	RPLP2	RBPJ	SNHG5	MYL6	CAPZB	PSAP	TOP1	ATP5F1E	IQGAP1	RPS15A	S100A6	CFL1	RPL27A	TUBA1B	RPL12
HU_FETAL_RETINA_AMACRINE	http://www.gsea-msigdb.org/gsea/msigdb/cards/HU_FETAL_RETINA_AMACRINE	TFAP2B	TFAP2A	GAD2	LHX9	MIR181A1HG	MEIS2	RUNX1T1	NRXN3	ZNF385D	FBXW7	CELF4	NSG2	MGARP	FAT3	PPFIA2	GRIA4	MYT1L	NRXN1	DLG2	RGS8	RND3	NRP1	CABP1	SRRM4	DIRAS2	MIR124-2HG	SCN3A	LINC00461	NNAT	PCBP3	MEIS1	RORB	SRGAP3	TRIB2	GRIA2	TAGLN3	ANK3	ELMOD1	PAX6	SYT1	RBFOX2	RTN1	STMN2	MAB21L1	MAP2	CCDC88A	SOX4	SCG3	INA	BEX1	RCVRN	GPM6A	MLLT11	CD24	CRABP1	TUBB2A	DPYSL2	TUBB2B	NREP	RERE	MARCKSL1	STMN1	CFL1	LUC7L3
HU_FETAL_RETINA_BIPOLAR	http://www.gsea-msigdb.org/gsea/msigdb/cards/HU_FETAL_RETINA_BIPOLAR	VSX1	GRM6	PRDM8	CADPS	NEUROD4	CA10	VSX2	FSTL5	CHN2	AANAT	PCP2	LRTM1	RIMS2	SLC1A7	RCVRN	PLXDC1	GNB3	TMEM176B	WIF1	SLC17A7	ST18	TMEM215	KCNMA1	NETO1	C1orf61	TF	FRMD3	GPX3	SV2B	STX3	SLC4A10	CABP2	NRXN3	ZNF385B	UNC119	PROX1	CAMK2B	GNG13	NEUROD1	CRYBG3	PDC	MAP7	MIR124-1HG	CRYM	TRNP1	OTX2	SNAP25	SAG	CRYAA	FAM171B	NRL	MIR124-2HG	ANK3	CACNA1F	NFIB	CRX	AGAP1	RP1	PLCD4	ABCA7	ATP2B1	TCF4	AIPL1	RD3	GNAT1	SYP	ATP1B2	RAX2	LINC00461	SRRM4	CDHR1	MPP4	NR2E3	MAP4	PCBP3	PCBP4	SYT1	KCNV2	PROM1	MEG3	CCDC88A	NNAT	ROM1	CKB	GPM6A	TFAP2B
HU_FETAL_RETINA_BLOOD	http://www.gsea-msigdb.org/gsea/msigdb/cards/HU_FETAL_RETINA_BLOOD	HBZ	AHSP	HBM	ALAS2	GYPB	GYPA	HBE1	HBA1	HEMGN	HBG2	HBQ1	HBB	SLC25A37	HBA2	BLVRB	SLC4A1	MT1G	GYPC	MT1H	SELENBP1	MYL4	EPB42	HBG1	TENT5C	HBZP1	MT2A	HMBS	SLC25A39	BPGM	GYPE	FECH	SPTA1	MT1E	FAM210B	SMIM1	MPP1	CTSE	UCP2	RHAG	MT1F	MT1X	GATA1	DMTN	RGS10	KLF1	NCOA4	XK	SNORD3A	C17orf99	STRADB	GMPR	ANK1	TESC	KEL	LXN	S100A4	SLC39A8	NFE2	PCGF5	LMO2	GLRX5	UROD	CD36	CPOX	TUBB6	TAL1	ADIPOR1	TLCD4	S100A6	APOBEC3C	SLC22A4	UROS	CR1L	LGALS1	FTLP2	DCAF12	PRDX2	OSBP2	UBAC1	FBXO7	TSPAN32	CCND3	ABCB10	GSTO1	SNCA	NT5DC4	CYTOR	ERMAP	RIPOR3	MIR4435-2HG	RAP1GAP	HK1	GFI1B	NUDT4	TMEM14B	CCNDBP1	EIF2AK1	FAM104A	ALAD	OAZ1	ARID3A	ARL4A	PDCD10	NPL	TGM2	RHCE	HCN3	BCL2L1	MKI67	CAT	SNX22	PPOX	FAH	TMEM14C	HPS1	ST6GALNAC1	SPTB	PRDX6	FAXDC2	RRM2	COL3A1	TNS1	TFRC	SPECC1	SMIM5	SHLD1	CENPF	BIRC2	PTTG1	BIRC5	MRC2	MTURN	TUBB1	ANP32B	PPP1R15A	YBX3	MPC2	CENPW	FTL	GUK1	EPOR	CTSL	PKLR	PSMF1	SNX3	CRNDE	PIM2	ELOF1	USP15	TRAK2	TMOD1	TALDO1	ESPN	RPA3	YOD1	TYMS	ELOB	FIS1	UXT	NPRL3	PODXL	PIM1	CREG1	EIF1AY	DHFR	SLC1A5	ADA	EMP3	CDKN3	RGCC	MIR4458HG	CTSB	WASF2	ELF1	ZMAT2	OPTN	FURIN	STOM	KLF3	AURKA	YBX1	IQGAP2	MT-TL1	RBM38	HSF1	GHITM	CDC42EP1	ATP5F1E	CHPT1	EMX2	PITX1	COL1A1	PCBD2	ELL2	PRXL2A	ANXA2R	GALNT2	B2M	NAA50	COX7B	SYNGR2	BTF3	UBA52	TXNIP	APRT	CENPH	NUF2	NR1H2	TRIM56	TUBG1	BUB1	GALNT10	BGN	SLC2A1	NBAS	UFD1	CKS2	CXCL12	RHOG	GNG11	TTLL12	NDUFB6	PMEL	SERF2	DCXR	NDC80	HINT2	RPL36AL	PLXND1	ANXA1	SEC62	COL1A2	CALM3	GSTK1	RBX1	TP53I3	ANLN	EDNRA	ADD3	POLR2L	UBB	ATP5MF	PRDX5	GLIPR2	DCT	MELK	TCF19	HLA-E	PCOLCE	TMEM141	TROAP	ITM2A	HHEX	TMA7	FTH1	UBE2C	RNASE1	EIF3K	GSTP1	CAPNS1	COX6B1	AURKB	EIF1	MIR99AHG	H2BC9	EDN3	METTL7A	RPL29	WDR26	MYL6	CIT	EMCN	CPED1	RPL35	CTSC	RPS2	MGST1	FBN2	NID1	RPS12	MYH9	CYP26A1
HU_FETAL_RETINA_FIBROBLAST	http://www.gsea-msigdb.org/gsea/msigdb/cards/HU_FETAL_RETINA_FIBROBLAST	COL3A1	COL1A1	FOXC1	PCOLCE	PITX2	COL1A2	LGALS1	S100A11	GMDS	BGN	LAMA4	CPED1	PCDH18	EDNRA	SULT1E1	TGFBI	DCN	HBE1	RAMP2	FN1	SCUBE1	FBN2	OLFML3	CXCL12	SHISA2	CD248	EDN3	LUM	ITM2A	HBZ	NR3C1	EMCN	RARB	LAMB1	PRRX1	NID1	FOXC2	CTSC	COL5A1	COL5A2	KCTD12	PIEZO2	FOXF2	PDGFRA	COL6A2	MIR99AHG	OGN	PMP22	SERPINH1	COL6A3	VCAN	MXRA5	CTSK	TGM2	EPB41L2	SNAI2	COL4A1	CCN2	RSPO3	PDGFRB	EGR1	BAMBI	EGFL6	GUCY1A1	EMP3	IFITM3	CDH11	IL11RA	ID3	CYTL1	TXNIP	TPST1	IFITM2	ANGPT1	CD99	NDNF	LY6E	SLC26A7	MYLIP	CALD1	PITX1	EPHA3	SYNPO2	HBA1	IRF1	FBLN1	SIX1	IFI16	IGF2	CYP26A1	LAMA1	KANK2	H19	RRBP1	GLT8D2	ALDH1A2	HBA2	HBG2	DLC1	APOD	FCGRT	CCDC80	ZFP36	TFPI	FOSB	NFIA	CLMP	NRP2	FRMD6	LGI1	DKK2	RAB34	MRC2	NR2F2	TIMP1	GPX8	SVIL	TGFB1I1	ECE1	NFKBIZ	RBMS3	PLVAP	CCND2	CREB5	THY1	NOTCH3	MMP2	C1orf54	LIMA1	EMX2	FSTL1	ETS1	LRRC17	LAMC1	IGFBP6	MFAP4	EGFL7	S1PR3	TMEM119	MEF2C	FGFR2	COL21A1	FOS	HIF3A	JUNB	FLRT3	TMEM204	IGFBP5	TPM2	MCAM	IGFBP7	FBN1	SCARA5	SERTAD1	MXRA8	IER2	PPP1R15A	HSPA5	FOXP1	JAG1	CALU	PTN	SOCS3	TCF4	COL4A2	SPATS2L	PLPP3	SPARC	RN7SL832P	LTBP4	EMILIN1	CCN1	ITGB1	EFEMP2	FST	LAPTM4A	TBX18	SPON1	SNED1	JUN	ARHGAP29	B2M	GNG12	RHOC	FLNA	IL6ST	NCOA7	CYTH3	PLEKHH2	ANXA2	ADD3	TWIST1	SCIN	PEAR1	ELK3	RNU4-2	MYH10	PLK2	ENG	RAB13	TPM1	NUDT4	CDC42EP3	SMTN	UACA	CCNL1	DSE	CLIC1	OLFML1	MYL12A	GOLIM4	TJP1	HES1	STOM	IQGAP1	HAS2	TUBB6	EGFR	P3H4	CPXM1	EVA1B	CEBPD	OAF	WWTR1	BMP1	PRSS23	HIC1	COL4A5	EPHA7	FHL3	TSPYL2	CAST	SNORD3B-2	GADD45B	DOCK1	SMARCA1	FXYD5	RHOJ	TPBG	RARG	C1R	FRMD4A	EFNB1	LAMC3	STING1	TPM4	HLA-E	TNS2	TMEM263	ALX4	AHNAK	EML4	ESAM	HMGA2	RNU4ATAC	PLEKHG1	EFNB2	DDR2	EXTL2	NHS	ROCK2	PTCH1	FAM114A1	ALCAM	MAGED2	SIX2	GPC4	KLF2	ANTXR1	ANXA5	ZFP36L1	NFKBIA	TUSC3	RBMS1	SNHG18	GSTO1	FOXP2	PLBD1	TCEAL9	FKBP7	FBLIM1	SDC1	AMOTL1	PHLDB2	EPHB4	ETS2	SNORD3A	LRIG3	LUZP1	SEC24D	PTH1R	ANPEP	MT-TC	ZFP36L2	BCAP29	PLXNC1	CYBA	KCNQ1OT1	MAFF	WASF2	GNG11	KLF4	PARVA	DNAJB1	CRTAP	SMARCA2	S100A10	LOXL2	LEPROT	SLC2A3	MAGT1	P3H1	HLA-A	MYH9	CD81	CENPW	ITGA5	IGFBP4	MFAP2	DNM3OS	EPS8	TP53I3	ERBIN	HERPUD1	HMCN1	DAB2	KDELR2	PLAC9	TLN1	MDFIC	FGFR1	PGF	UTRN	S100A13	KCTD15	COL27A1	TCF7L1	SLC9A3R2	CNN3	MYL9	LPAR6	CFI	F2R	MSN	DHRS3	SDC2	CMTM3	PXDN	MDK	PLS3	MEST	ID1	CDC42EP1	RGS2	OSTC	FKBP9	BTG2	SNAI1	ECI2	CLIC4	MCL1	STK3	H2AJ	NOTCH2	SORBS3	ARHGAP28	EMP2	TCEAL8	ISG15	C6orf89	SMAD3	HSP90B1	LAMB2	SMIM7	AEBP1	GYPC	PRKAR1A	FLNB	CYFIP1	PFN1	MT2A	FAM111A	WLS	SULF1	SLC25A37
HU_FETAL_RETINA_HORIZONTAL	http://www.gsea-msigdb.org/gsea/msigdb/cards/HU_FETAL_RETINA_HORIZONTAL	ONECUT2	ONECUT1	TFAP2B	ONECUT3	PROX1	PLXNA2	CACNG3	SULF2	PTF1A	CNTNAP2	TFAP2A	NSG2	STMN2	MIR124-2HG	RORB	ADD2	NTRK1	MAGI1	MIR124-1HG	STMN4	SYT4	PTPRF	INA	NDRG4	CRYGD	MIAT	MGARP	TAGLN3	SCN3A	CD24	MLLT11	SOX4	TUBB2B	RTN1	MEIS1	NNAT	PAX6	JPT1	TUBA1A	STMN1
HU_FETAL_RETINA_MICROGLIA	http://www.gsea-msigdb.org/gsea/msigdb/cards/HU_FETAL_RETINA_MICROGLIA	AIF1	TYROBP	LAPTM5	CD74	CX3CR1	FCER1G	C1QA	C3	SRGN	RGS1	C1QB	MEF2C	ARHGDIB	ITGB2	RNASET2	HLA-DRA	C1QC	ALOX5AP	LST1	CSF2RA	CSF1R	CD53	SLCO2B1	MED12L	IFI16	CYBB	S100A11	CCL3L3	PLD4	A2M	VAMP8	KCTD12	CTSS	ZFP36	VSIG4	VSIR	HLA-B	C3AR1	RNASE6	MS4A7	OLR1	TREM2	FCGR1A	LPAR6	GPR34	PTPRC	ADAM28	TMEM52B	SPP1	LCP1	FYB1	P2RY13	APBB1IP	LY86	GPR183	ADAP2	GMFG	BHLHE41	FPR1	MAF	HCLS1	SAMSN1	SAMHD1	DOCK8	IGSF6	PTAFR	FCGRT	B2M	HLA-E	FCGR3A	CCL4L2	CXCL8	HLA-DRB1	FCGR2A	HPGDS	GSN	ACY3	ARPC1B	CD83	IRF8	RGS10	HLA-DPA1	IFNGR1	PLXDC2	CSF3R	CEBPD	CD36	GATM	CD14	SYK	OGFRL1	GAL3ST4	PLEK	TBXAS1	PARVG	LYN	FOLR2	CD300A	HCK	ADORA3	IL6R	OTULINL	SKAP2	INPP5D	TMIGD3	LAT2	DOCK2	IL13RA1	MPEG1	HAVCR2	MKNK1	CTSB	CD84	PYCARD	OLFML3	LGMN	NINJ1	LILRB4	NCKAP1L	CORO1A	GNB4	NCF4	IKZF1	ITPR2	LIPA	HLA-DMB	SAT1	RHOG	EVI2A	CD86	TAGAP	HLA-C	ELF1	PCED1B-AS1	RGS2	RNA5SP151	KLF2	GIMAP4	LSP1	RB1	FGL2	ITGAX	MERTK	BLNK	MNDA	CREG1	LAIR1	STING1	CDKN1A	B3GNT5	CLEC7A	TXNIP	SORL1	CYBA	CTSC	RPS6KA1	ENTPD1	RHBDF2	LINC00996	TLR10	SH2B3	NR4A2	JUNB	BAG3	RGS19	IL10RA	BTG2	SELPLG	SLA	AOAH	PTPRE	IPCEF1	TYMP	STAB1	GNAI2	RNU1-1	BIN1	TLR4	P2RY12	MYO1F	GRN	CYFIP1	AP1B1	EVI2B	TNFRSF1B	ARHGAP4	SIGLEC10	CAP1	SH3KBP1	PLCB2	FOSB	TRIM38	HMOX1	IER5	BIN2	CYRIB	SCAMP2	NPL	CD4	GADD45B	NFKBIA	HCST	LIMS1	GM2A	TLN1	RAP1A	LPAR5	RUNX1	CD37	SUSD3	ATP8B4	KLF6	ZFP36L1	LPCAT2	RNF213	PPP1R15A	SFMBT2	UCP2	LY96	ARHGAP9	SLC2A3	MYH9	SP100	SYNGR2	GLRX	FTLP2	TMSB4XP4	OSTF1	CPVL	DUSP1	ST6GAL1	CNPY3	MSN	IL6ST	HLA-DMA	DOCK10	ARHGAP25	TGFBR2	SWAP70	MIS18BP1	STK10	PPP1R18	PIP4K2A	ETS2	MFSD1	CCR1	PLSCR1	GPX1	LAP3	PALD1	DOCK4	MGAT4A	PARP14	CASP1	ABCG2	VAV1	MYLIP	PREX1	ABI3	CMTM7	NFKBIZ	GAS6	GPSM3	SIRPA	MEF2A	SFT2D1	FMNL3	ACTR2	CXCL16	ARRB2	COLGALT1	PRR13	C12orf75	P2RX4	RCSD1	CYTH4	PLEKHO1	TNFRSF1A	HLA-A	FGD2	PLAUR	GRB2	ARHGAP27	DNAJB1	SIPA1	ARHGAP30	TUT7	ITGAM	FOS	CAPZB	MOB1A	LGALS9	SPI1	PRKCD	METTL7A	LCP2	GRK2	MGST2	CEBPB	RHOB	TMC6	MILR1	ACTR3	MYL12A	PPT1	LPXN	ARHGAP45	CHCHD7	ARPC3	QKI	HSPA1A	HSPA1B	SMAP2	ALOX5	TMSB4XP8	NAA20	ITSN2	HERPUD1	SGK1	CPED1	AKAP13	KIAA0930	NEK6	TACC1	EFHD2	STXBP2	SH3BGRL	ANXA11	GLUL	MBNL1	MYO9B	SLC29A1	LAMP2	ATP6V0E1	GLIPR1	ITM2B	KLF3	SERP1	TAPBP	ZYX	GNA13	NFE2L2	SNX5	COTL1	RAB31	ZFP36L2	CMTM6	STK4	NEAT1	CCNL1	WAS	PFN1	ARPC2	ABHD12	SPRED1	PABPC1	H2AC19	TMSB4X	ATF3	ADAM9	ARPC5	RAC1	CD164	SRGAP2	FTL	NPC2	ANXA5	CIB1	SRGAP2B	PSAP	RAP1B	CTSD	GNG5	RAC1P2	RHOA	CST3	TMBIM6	OAZ1	UBC	ACTB	TPT1	DDX5
HU_FETAL_RETINA_MULLER	http://www.gsea-msigdb.org/gsea/msigdb/cards/HU_FETAL_RETINA_MULLER	WIF1	TF	PLP1	ATP1A2	SLC1A3	PRSS35	ANGPTL1	GPM6B	FABP7	LGI4	SPP1	SPON1	SEL1L3	PMEPA1	SOX2	CRYM	DKK3	HES1	MYO10	TTYH1	PTPRZ1	C1orf61	LINC00461	CCND1	SAT1	RASSF4	TRIB2	CDC42EP4	RCVRN	GAD2	CLU	ZFP36L1	SIX6	NCAM1	RTN4	IRF4	PEA15	CKB	VIM	BEX1	NNAT	SNRPG
HU_FETAL_RETINA_PHOTORECEPTOR	http://www.gsea-msigdb.org/gsea/msigdb/cards/HU_FETAL_RETINA_PHOTORECEPTOR	PDC	AIPL1	RCVRN	NRL	NR2E3	GNB3	ROM1	RP1	NEUROD1	GNAT1	CRX	KCNV2	SLC1A7	GADD45G	CNGB1	TMEM244	MPP4	GNGT2	AMER2	ANKRD33B	SLC38A5	MRLN	RAX2	MAK	PROM1	RBP3	MIR124-1HG	FAM161A	PRDM1	CDHR1	IMPG2	EPB41L2	FABP7	NTM	PRPH2	ATP1B2	CCDC181	CAMK2B	NEUROD4	UNC119	AANAT	RIMS2	OTX2	PCBP4	SLC17A7	FSTL5	TULP1	PTPN13	SRRM4	BAZ2B	GRM6	NDRG1	UBXN4	PTPRZ1	AHI1	PLEKHB1	TUBB4B	DUSP1	CADPS	SNAP25	VAMP2	TERT	FOS	SYT1	CKB	AKAP9	NNAT	H4C3	SOX4	H3-3B	TPI1
HU_FETAL_RETINA_RGC	http://www.gsea-msigdb.org/gsea/msigdb/cards/HU_FETAL_RETINA_RGC	PRPH	ELAVL4	SNCG	ISL1	GAP43	NRN1	OLFM1	CNTN2	EBF1	NSG1	SYT4	NHLH2	EBF3	POU4F2	POU6F2	NEFL	NEFM	DCX	RTN1	S100A10	SST	INA	TUBB2A	CHRNB3	MLLT11	RGS10	KLF7	REEP1	CDKN2D	SMIM18	UCHL1	TAGLN3	CXCR4	CRMP1	STMN2	RBPMS	SCN9A	GLRX	L1CAM	ADCY1	EPS8L1	DPYSL3	TSPAN7	TRIM36	SLC17A6	CRIP2	ELAVL2	MAPT	SVBP	DLL3	TPPP3	ACOT7	CALB2	ALCAM	DPYSL5	SCG3	GDAP1L1	SNCA	FXYD7	PGM2L1	BNIP3	IRX2	TFAP2D	HMGCS1	SH3BGRL3	FDFT1	ANK2	CHGB	HMGCR	CD24	CD200	AKR1C1	C14orf132	HSPA12A	NAGK	PCSK2	SCG5	PPP1R1C	PPP1R1A	SLIT1	DCDC1	RAB33A	RIT2	ATOH7	DCC	CEND1	NKAIN1	DYNC1LI1	CXADR	JPT1	ACSL4	RBPMS2	IRX3	EDIL3	CCDC184	MIAT	C3orf14	DYNLT1	ATP6V1G2	BMERB1	TUBB2B	GNG2	PBX3	ETFB	LRFN5	CTNNA2	FABP3	FNDC5	FGF13	XPR1	PAFAH1B3	DPYSL2	KIF5A	TMEM14A	CALM3	AKAP6	FABP5	VSTM2L	ROBO2	VDAC3	DTD1	TAC1	OPTN	TXN	KIFAP3	CRABP2	GET1	ZC2HC1A	AP3S1	AFAP1	SEZ6L	TMOD2	MAP2	PFDN4	FAR2	COMTD1	FSD1	FNBP1L	SRGAP1	TBCB	PCSK1N	PNMA2	TMEM97	PRUNE2	ADD2	ATAT1	SQLE	PCMT1	RAB31	ACAT2	RBFOX3	RXRG	KLC1	ELAVL3	MAP1LC3B	MSMO1	HCFC1R1	RAB3A	MGST3	VAT1	STMN4	NDRG4	CDS2	MVD	ADAM11	CCDC112	CORO2A	CETN2	STMN3	DPYSL4	IDI1	CACNB3	PPP2R2B	KIF3A	MAP1B	HEY1	DNER	DBNDD1	RAB3B	CADM1	STARD3NL	OCIAD2	STX1A	RUNDC3B	KLHL35	EBP	CRABP1	TMSB4XP4	BTBD10	YWHAH	RAB6B	SYT13	SBK1	NAV2	NMNAT2	TMSB15A	GDI1	NIPSNAP3A	RALYL	CHRNA3	NKAIN4	PAK5	INSIG1	CPNE4	ADGRG1	SRI	KCTD16	GFRA2	ACLY	NAV1	AKR1C2	ITGB1BP1	RBFOX2	SLC38A1	MEIS3	GNAO1	ATCAY	TOX2	NELL2	UBE2L6	FKBP1B	C4orf48	TCEAL7	UBE2D1	KIF3C	WDR47	ATL1	PGK1	MAPRE2	SCD	FAM241B	EPHA5	DYNC1LI2	MAP6	LDHA	FKBP3	EPHB1	NCAN	SMAD9	YWHAQ	PKIA	PDE6D	TENM3	TXNDC17	SMS	GABBR2	ACTR10	TTC9B	TUBA1A	CYCS	TMEFF2	NPDC1	PFKFB3	STX7	MAPK10	CHN1	RAB10	FASN	DYNLRB1	CPNE9	JUP	ACSL3	ISLR2	PHACTR3	NLN	KLHL1	BEND5	PFDN2	SOX11	DACH2	PRRT2	MTCH2	LSS	MFSD10	FAXC	PPP1R14B	JAKMIP2	TAF9	TP53I11	CPLX2	CNR1	GNAI1	SNAP25	DCTN2	SLC2A6	RTL8C	BEX1	RAP1GDS1	RAB2A	GTF2A2	MAP4	CALM2	SYT1	GRIA2	TMEM59L	FYN	LCOR	NTRK1	DCLK1	KIF5C	GDAP1	PHYHIPL	BLOC1S2	DBI	TMEM50A	GAPDH	TPD52	ARPP19	VKORC1	TLE4	SEZ6L2	SH3BGRL2	LNPK	SEC11C	ATP5MD	RUFY2	KIDINS220	LDOC1	RUSC1	ATP6V1H	SGCB	SEC61G	ZNF804A	DYNC1H1	PAPSS1	PDK1	YWHAZ	ARL3	ACHE	ARL6IP5	CBLN2	RAB6A	FAM171B	FAM229B	CASP3	TMEM35A	CNRIP1	SRP9	DACH1	IDH1	FAM162A	RALGDS	CDC42	PRMT2	PSENEN	DYNLT3	ARPC1A	WASF1	COX17	MEAF6	CEP170	ZCCHC17	VBP1	RGMB	SCOC	MYCN	DDAH2	NOP10	ARPC5	FEZ1	NDUFS4	CACNA1B	DCTN3	APLP1	MYL12B	MORF4L2	ATP5PO	ENO2	SYT7	TCP1	POLR2K	C20orf27	GRB2	NCAM1	ACTR1A	DYNC1I2	DBN1	PGAM1	GPI	UBE2E2	RNF5	YWHAG	SYT5	FIBP	BASP1	PNMA1	PLXNA3	SLC35F1	MYO1B	RUFY3	PPIAP22	NOVA2	FXYD6	GSTA4	ACTL6B	NDUFA12	PLPPR1	TSC22D1	EIF1B	TMSB4X	KLHDC8A	LRRN3	TPM3	ZMIZ1	RTN4	SEMA6A	KPNA2	RABAC1	H3P6	CRNDE	NME1	TBPL1	APBB2	RCN1	FHL1	ARPC3	NDUFB8	STXBP1	VPS72	ALDOC	VDAC2	HDAC2	FABP5P7	BNIP3L	DSTN	GABARAPL2	SCN3A	CELF4	RTN3	PPP2R1A	RBX1	RND3	H3P16	TRAPPC1	NRCAM	COX6A1	TUBB	PRDX5	TMSB10	CCT5	FDPS	STMN1	MAGED4B
HU_FETAL_RETINA_RPC	http://www.gsea-msigdb.org/gsea/msigdb/cards/HU_FETAL_RETINA_RPC	SFRP2	SOX2	COL2A1	PLPP3	SHISA2	FZD5	DAPL1	FGF19	CPAMD8	MIS18BP1	ALDH1A1	CENPF	GINS2	HELLS	NUSAP1	TOP2A	S1PR3	TYMS	ID1	LRP2	CRB1	VSX2	RAX	CKS2	MAD2L1	PCLAF	SIX6	AURKB	HMGB2	UBE2C	CLRN1	FOXN4	CCNB2	CENPU	COL9A1	MEST	FIGN	ZFP36L1	PTTG1	CCND1	MCM2	PIMREG	MDK	SLF1	ZWINT	MCM4	MCM7	ATAD2	LGR5	GMNN	LGR4	PCDH7	CDK1	PCNA	MCM5	CKS1B	HES1	CCDC34	MCM3	CENPM	UHRF1	CDCA7	UBE2T	PLEKHA1	CDH11	ZIC2	ID3	MAB21L1	CENPK	C19orf48	RAB31	SORCS1	TBX2	SCUBE3	TOX	HMGA1	ID2	IFITM3	CHD7	CRYAA	SNRPB	EML1	ANP32E	AHI1	MSI2	LMAN1	NASP	ODC1	DEK	HMGN2	SPP1	ARRDC3	TMSB15A	CRABP1	CKB	MEIS1	SRSF7	H2AZ1	SNRPG	RAN	SRSF2	HMGN3	HNRNPA1P48	ATOH7	NAP1L1	VIM	H4C3
HU_FETAL_RETINA_RPE	http://www.gsea-msigdb.org/gsea/msigdb/cards/HU_FETAL_RETINA_RPE	PMEL	TYRP1	PTGDS	SERPINF1	TTR	TYR	ELN	TRPM1	TIMP3	DCT	FRZB	SLC38A11	GJA1	SFRP5	TRPM3	IGFBP5	SLC7A8	SLC6A13	ITGAV	PLAC9	COL8A1	SLC16A8	ENPP2	DHRS3	GPNMB	NCCRP1	RPE65	PRDM16-DT	INPP5K	BEST1	GNG11	RGR	ALDH1A3	TSPAN10	MYRF	TFPI2	FGFR3	WFDC1	KRT18	MITF	KRT8	APOE	SLC7A2	HSD17B2	SULF1	BMP7	GPR143	TNFRSF14	CLIC6	SLC7A5	TTLL4	PLD5	WNT2B	SESN3	BMP4	SOSTDC1	NPC2	CRISPLD1	MTRNR2L12	FSTL1	PLAAT3	SPARC	CDO1	TMEM98	TPRN	RLBP1	SLC9A3R1	MLANA	EFEMP1	CTSH	SLC7A6	SFRP1	CNDP1	VAT1L	NET1	LRATD2	SGK1	SLC6A20	CST3	SLC22A8	ASB13	EZR	GALNT10	SLC35D3	LAMB2	PDPN	SLC5A6	LRAT	WLS	GEM	BHLHE40	CYP27A1	ASAH1	DDR2	PARD6B	ATP6V1C2	MORN1	RAB38	TPP1	SLC38A8	IGFBP7	NOG	SEMA3C	SLC3A2	SDC2	SLC4A4	RNASE1	PHACTR2	PGM5	SLC2A1	MET	NPIPB5	SEC14L2	RFLNB	APP	PLTP	STRA6	CTSD	MTCO1P12	FAM174B	HSD17B14	ADAMTSL3	PCP4	TPM2	COLEC12	TNS3	ABHD2	BACE2	CA14	ACOT11	PLCE1	RAB27A	SMC6	CYP2W1	PSAT1	DPP7	ITPKB	CTSV	NOTCH2	OTX2	COL18A1	COL1A2	PRDM16	SLC29A4	FYB2	RASSF8	VEPH1	CCDC80	GNS	SLC39A12	FAM107A	SLC45A2	COL8A2	BIRC7	PDLIM5	ITGA6	RBM47	NPFFR1	MGST1	COL9A2	FGFR2	MT-ND6	PDGFRB	DCDC2	ABCA4	MARVELD1	OSBPL1A	STT3B	GPRC5C	MTATP6P1	FAM13A	TPM1	CLDN19	CPEB4	ELOVL7	FAM189A2	UBAP1L	WWTR1	NFE2L1	MT-ATP8	GULP1	CCBE1	ABCC5	PTPN14	NBPF14	SMAD3	CCND2	MT-ND5	LITAF	CRTAP	NMRK2	TACC1	VEGFB	EMP2	TEX2	CPXM2	LOXL1	PBXIP1	MT-ND3	PCOLCE2	GALNT1	PRNP	QPRT	TPD52L1	DRD4	C1S	FNIP2	ZNF503	LTBP3	GSTP1	HSPB1	KLHL3	PGM5-AS1	TSPAN4	MTCO2P12	CRIM1	UACA	CPVL	FLRT2	MYO5C	BCAS4	GPR180	STRIP2	HMGA2	PXDN	MTCO1P40	SEMA3B	LIN7A	MFAP3L	PPARGC1A	SCARB1	PRXL2A	ITM2B	VEGFA	PDGFC	LYPD1	LPL	SDCBP	IQGAP2	FGFRL1	HSBP1L1	NCOR2	MT-ND2	SERPINH1	FBN1	MT-CO2	PLS3	LIPG	ID3	ECHDC2	BMP2	CALD1	YAP1	NEAT1	MYL9	MT-ND1	TMEM245	PLXNB2	GOLGA4	CTNNAL1	UTRN	PSAP	TMEM205	LHX2	MT-CO1	WWC1	NUCB1	TSKU	TMEM164	TIMP2	COL27A1	TTYH3	PRKCQ	PEX7	LTBP1	MT-RNR1	MT-CYB	DSG2	NBPF19	MT-ND4	MT-ATP6	MT-CO3	CDR2	SNHG25	B2M	ZFP36L2	CD63	MT-RNR2	CANX	VIM	BSG	APLP2
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_HORIZONTAL_BASAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_HORIZONTAL_BASAL_CELLS	KRT17	MEG3	KRT5	DST	KRT15	S100A2	CTSV	IGFBP5	BCAM	NPPC	TSC22D1	MT1X	SPINK5	F3	CXCL14	MYC	SOX2	AQP3	BASP1
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_HORIZONTAL_BASAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_HORIZONTAL_BASAL_CELLS	SFN	AQP3	S100A2	KRT19	NTS	ALDH3A1	TACSTD2	PERP	MT1X	CD9	KRT6A	CLDN4	KRT5	SERPINB5	KLF5	HSPB1	KRT8	LYPD3	PKM	SLC25A5	FXYD3	S100A16	KRT18	KRT23	ANXA2	SERPINB4	PHLDA2	ATP1B3	ANXA1	S100A11	PRDX1	ELF3	CALML3
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_FIBROBLASTS_STROMAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_FIBROBLASTS_STROMAL_CELLS	LUM	DCN	APOD	FBLN1	IGFBP6	MGP	SFRP1	SFRP2	CPE	NBL1	PCOLCE	PTN	COL1A2	COL3A1	SERPING1	IGFBP7	CRABP2	CSRP2	INMT	LGALS1	RARRES2	C1S	POSTN	SERPINF1	COL1A1	CLDN11	CALD1	BGN	FGF7	C1R	CCDC3	CCN1	TMEM100	MFAP4	GLIPR1	ITGBL1	CCL11	SELENOP	IGFBP4	PGRMC1	TWIST1	TAGLN	PLPP3	PRRX1	ECM1	COL6A2	LAPTM4A	IFITM3	TGM2	THY1	CYP1B1	MXRA8	ACTA2	HGF	TIMP1	TGFBI	CCL2	AKAP12	TCIM	CH25H	TPM1	CDH11	TFAP2B	PAX9	SYNPO2	ABCA8	TIMP2	AEBP1	VIM	SPARC	GSN	ENPP2	TFAP2A	IGFBP5	NR2F2	CLEC11A	GJA1	TPM2	SSPN	KCNE4	GATA2	SELENOM
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_CD8_T_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_CD8_T_CELLS	CCL5	CCL4	KLRB1	CXCR4	CCL4L2	TRAC	CD2	CD3D	IL32	CD52	CD69	GZMA	TRBC2	HCST	IL7R	PTPRC	KLRC1	CD8A	CORO1A	CD3G	CD3E	CD7	TRBC1	BTG1	CLEC2D	TRGC2	SAMSN1	CD8B	CST7	DUSP2	FYB1	CD48	ACAP1	LCK	ARHGDIB	LINC01871	TSC22D3	ZFP36L2	TAGAP	EVL	GZMM	STK4	CYTIP	CXCR6	CTSW	STK17A	LEPROTL1	HOPX	NKG7	TNFAIP3	ALOX5AP	STK17B	SH3BGRL3	ID2	LSP1	RGS1	PTGER4	TMSB4X	GMFG	LCP1	SYTL3	RAC2	TRAF3IP3	RUNX3	LAPTM5	TBC1D10C	PTPN22	IL2RG	JAML	CD96	ARL4C	CKLF	RORA
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_CD4_T_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_CD4_T_CELLS	LTB	IL7R	CD52	TRAC	CXCR4	TRBC2	GPR183	CD3D	IL32	TRBC1	CD69	CD48	PTPRC	CD2	KLRB1	CORO1A	FYB1	CD3E	ACAP1	CD3G	TAGAP	CLEC2D	RPS29	HCST	ARHGDIB	GMFG	STK4	TSC22D3	TNFAIP3	RORA
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_PERICYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_PERICYTES	ACKR1	SELE	GNG11	SPARCL1	RAMP2	CLDN5	ITM2A	EMCN	VWF	A2M	AQP1	IFI27	CAV1	LIFR	EGFL7	CLEC14A	SPRY1	ECSCR	ADGRL4	SOX17	NPDC1	THBD	TM4SF1	CD34	VIM	KLF2	SOX18	TM4SF18	SLC9A3R2	CAVIN2	APOLD1	ENG	RAMP3	EDN1	SOCS3	CCDC85B	HLA-E	PCAT19	ID3	LMCD1	GIMAP7	CLU	PALMD	PODXL	TSPAN7	CYYR1	TGFBR2	FLT1	ABCG2	PECAM1	PLAT	CRIP2	JAM2	SPTBN1	PLVAP	ESAM	FAM13C	TXNIP	RDX	EMP1	IGFBP4	FAM110D	NOSTRIN	LPAR6	C2CD4B	CXCL12	RUNDC3B	TIMP3	CALCRL	KCTD12	CD93	TMEM88	CD74	TCF4	PRCP	ABCB1	CAVIN1	CDKN1A	FXYD5
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_SUSTENTACULAR_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_SUSTENTACULAR_CELLS	MSMB	LYPD2	MUC5AC	TFF3	WFDC2	S100P	CYP2A13	AGR2	SERPINB3	SEC14L3	UGT2A1	PSCA	LCN2	SCGB3A1	CXCL17	PI3	GSTP1	ADH1C	TSPAN8	CXCL1	KRT18	MT1G	VMO1	KRT8	PRSS23	CXCL8	CLDN10	CYB5A	TMEM213	TSPAN1	KRT19	ELF3	S100A14	MUC1	MT3	VSIG2	FAM3D	LY6D	PIGR	NOS2	HPGD	CLDN4	AQP5	POR	MGST1	SCGB1A1	METTL7A
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_VASCULAR_SMOOTH_MUSCLE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_VASCULAR_SMOOTH_MUSCLE_CELLS	MYH11	TAGLN	MYL9	C11orf96	ACTA2	TPM2	RGS5	RGS16	CALD1	TPM1	MYLK	FILIP1L	NDUFA4L2	DSTN	ADAMTS1	FHL1	THBS1	MFGE8	FRZB	GUCY1A1	CAV1	RERGL	GEM	TIMP3	TINAGL1	MCAM	PDLIM3	RHOB	PPP1R14A	ADIRF	HIGD1B	NR2F2	FLNA	EGR1	KLF2	SOD3	PLN	NOTCH3	CSRP1	ACTG2	CRISPLD2	ECRG4	DEPP1	ARID5B	SPARC	ATF3	LHFPL6	MAP1B	ID4	ISYNA1	CAVIN3	IGFBP7	SEPTIN7	STEAP4	SOCS3	LMOD1	MT2A	RCAN2	MT1M	SYNPO2	IGFBP5	LPP	PPP1R12A	PLAC9	MAP3K20	FOS	CARMN	CNN1	SPARCL1	CAVIN1	ZFP36	HSPA1A	CRYAB	KANK2	GGT5	EBF1	IRAG1	PPP1R12B	PDGFRB	PALLD	EFHD1	JUN	COX4I2	COL14A1	MYL6	PTP4A3	JUNB	TNS1	TGFB1I1	CCL2	GADD45B	HSPA1B	TCIM
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_SECRETORY_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_SECRETORY_CELLS	SCGB1A1	STATH	C6orf58	BPIFA1	DMBT1	PRB3	BPIFB1	LTF	ZG16B	PIP	LYZ	PIGR	FDCSP	ANXA1	NR4A1	ODAM	CXCL1	NCOA7	CXCL8	CD55	CLDN4	CXCL2	CD24	CXCL3	VMP1	KRT7	IVNS1ABP	CYP4B1	MAFF
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_PLASMA_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_PLASMA_CELLS	IGLC2	IGKC	JCHAIN	IGHA1	IGHG3	IGHG1	IGHG4	IGHA2	MZB1	DERL3	SSR4	CD79A	FKBP11	SEC11C	TNFRSF17	HERPUD1	CYBA	ITM2C	PRDX4	HSP90B1	IGLC3
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MACROPHAGES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MACROPHAGES	HLA-DRA	HLA-DPB1	HLA-DPA1	HLA-DRB1	HLA-DQB1	HLA-DQA1	CD74	RGS1	HLA-DRB5	C1QA	TYROBP	CCL3L1	AIF1	CCL3	C1QB	MS4A6A	IL1B	RGS2	C1QC	FCER1A	FCER1G	CD83	HLA-DMA	SGK1	MS4A7	GPR183	APOC1	HLA-DMB	SRGN	FGL2	LST1	MNDA	CD14	CST3	PHACTR1	PLAUR	RNASE6	NPC2	FTL	RGS10	LAPTM5	CD68	PLD4	GPR34	IGSF6	COTL1	RNASET2	HLA-DQA2	SPI1	FCGR2A	CSF1R	CXCR4	CLEC7A	CTSS	IFI30	CXCL16	ITGB2	CCL4L2	LY86	CYBA	FCGR3A	CX3CR1	CSF2RA	C3	MSR1	TREM2	CLEC10A	RAB32	P2RY13	C3AR1	GRN	HERPUD1	C15orf48	TYMP	APOE	ZNF331	NR4A2	DUSP1	YWHAH	CEBPD	SLC40A1
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_BOWMANS_GLAND	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_BOWMANS_GLAND	STATH	LYZ	ZG16B	FDCSP	LTF	TCN1	SLPI	PIP	AZGP1	ODAM	BPIFB1	PIGR	RNASE1	C6orf58	DMBT1	HP	S100A1	CXCL17	PPP1R1B	LRRC26	CLDN10	NDRG2	XBP1	ELAPOR1	LCN2	GPX3	BPIFA1	PI3	BPIFB4	VMO1	LCN15	SCGB3A1	GSTA1
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_COLUMNAR_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_COLUMNAR_CELLS	SERPINB3	ALDH3A1	NTS	AQP3	KRT19	TACSTD2	SFN	PERP	CLDN4	SERPINB4	KRT8	S100A16	ELF3	FABP5	KLF5	KRT23	KRT6A	AQP5	EPAS1	CSTB	PRDX1	SLC25A5	TXN	ANXA2	HSPB1	CD9	KRT18	MT1X
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_CILIATED_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_CILIATED_CELLS	CAPS	C9orf24	C20orf85	GSTA2	TMEM190	PIFO	RSPH1	OMG	TSPAN1	TPPP3	C1orf194	FAM183A	TUBB4B	SNTN	C9orf116	CD24	MORN2	CAPSL	PRDX5	GSTA1	C5orf49	C11orf88	RRAD	ROPN1L	CETN2	ODF3B	AGR3	CES1	NQO1	CYP4B1	ZMYND10	SMIM22	FOXJ1	MORN5	FAM229B	PSENEN	IFT57	ANKUB1	TCTEX1D4	GDF15	DYNLRB2	CIBAR2	LRRC23	CCDC170	DNAH5	TMC5	DNAAF1	CCDC78	PLAC8	SCGB2A1	DNALI1	C11orf97	C9orf135	EFHC1	AC007906.2	CRIP1	PSCA	LRRIQ1	SPAG6	ERICH3	TCTEX1D2	CFAP126	CCDC146	MRPS31	NME5	SPA17	WDR38	KIF9	WDR54	EFCAB1	TSPAN6	RSPH9	CHST9	CKB	ADH7	CRNDE	SAXO2	CDHR3	DRC3	FABP6	DHRS9	CCDC17	FAM81B	TFF3	KIF21A	CCDC80	CCDC153	C12orf75	CFAP53	SLC44A4	AKAP14	FAM216B	ECRG4	FANK1	MNS1	DMKN	PROM1	CFAP45	MLF1	BASP1	PPIL6	LDLRAD1	CFAP300	DPCD	ALDH3B1	LRRC46	TEKT1	CCDC74A	EPPIN	LINC01571	DRC1	IFT172	LRRC10B	IQCG	CDS1	CFAP251	CCDC190	CCDC173	CABCOCO1	TUBA4B	RSPH4A	TSPAN19	B9D1	DNAAF4	CFAP73	SPAG16	DNPH1	DYNLT1	CIB1	DYNLL1	ALDH3A1	FAM174A	ATP5IF1	IGFBP2	TSTD1	HSPB11	TUBA1A	CFAP298	FXYD3	ARL3	PRDX1	EZR	IK	UFC1	ELF3	NUDC	NUCB2	DPY30	HMGN3	ALDH1A1	POLR2I	HSBP1	CYSTM1	MUC5AC	TXN	CD59
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_DENDRITIC_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_DENDRITIC_CELLS	S100A8	S100A9	IL1B	FCN1	TYROBP	LST1	CTSS	AIF1	MNDA	FCER1G	S100A12	VCAN	COTL1	EREG	C5AR1	BCL2A1	FGL2	SERPINA1	CFD	MS4A7	CYBB	CSF3R	ITGB2	PELATON	C1orf162	SPI1	CFP	LCP1	PLEK	MS4A6A	LGALS2	CLEC7A	FPR1	MPEG1	NLRP3	NCF2	SLC11A1	TNFSF13B	IGSF6	IFI30	FGR	CD68	CLEC4E	CLEC12A	OSM	LILRB2	PILRA	TREM1	TNFRSF1B	POU2F2	PTPRE	CPVL	PLAUR	SAMSN1	JAML	LAPTM5	EVI2B	AP1S2	G0S2	CD14	PTPRC	RGS2	ZEB2	FYB1	SRGN	CORO1A	CD37	PHACTR1	CD52	APOBEC3A	STXBP2	GMFG	FTL	CD48	TYMP	NCF1	STX11	NAMPT	FTH1	RIPOR2	CYBA	OAZ1	LSP1	CSTA	LYN	TNFAIP2	HLA-DRA	ATP2B1-AS1	CD36	SOD2	ACTB	SH3BGRL3	FCGR3A	S100A4	CARD16	EMP3	DUSP1	GCA	PSAP	CD44	PYCARD	CST3	RNF149	TKT	MXD1	NEAT1	CCL3	CCL3L1	NFKBIA	CXCL8	CEBPB	PTGS2	NFKBIZ	TNFAIP3	TIMP1	IFITM2	CXCL2
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_NK_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_NK_CELLS	GNLY	NKG7	GZMB	PRF1	KLRD1	FGFBP2	CST7	MYOM2	GZMA	CCL4	GZMH	KLRF1	TRDC	CTSW	CCL5	HCST	CD247	CD7	TYROBP	KLRB1	CLIC3	GZMM	FCGR3A	ITGB2	XCL2	FCER1G	PLEK	TRBC1	PYHIN1	MATK	CD160	DOK2	IL2RB	BIN2	CORO1A	RAC2	SPON2	HOPX	SPN	PTPRC	TBC1D10C	MYO1F	GPR65	CCL3	B2M	LCP1	CD69	HLA-C	TMSB4X	CD53	HLA-A	IL2RG	HLA-B	SRGN	PLAC8	ARL4C	IFITM2	IL32	CYBA	TRAF3IP3	ARHGDIB	PFN1	SH3BGRL3	MYL12A	CD48	CXCR4	LIMD2	CD52	APOBEC3G	CCL4L2	LSP1	EMP3	EVL	RAP1B	UCP2	CMC1	DUSP2	EFHD2	PLAAT4	CCND3	CYRIB	PSMB9	PPP2R5C	PTGDS
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_IMMATURE_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_IMMATURE_NEURONS	STMN1	STMN2	CALB2	MAP1B	TUBB2B	FSTL5	GAP43	ATF5	EMX2	UCHL1	PCSK1N	RTN1	GNG8	NCAM1	NHLH1	APLP1	EFHD1	SOX11	ELAVL4	LHX2	STMN4	TPPP3	CKB	RTP1	EBF2	ELAVL3	FAM171B	C4orf48	PLEKHB1	SCN9A	SSBP2	KIF5C	NHLH2	CDKN2D	DPYSL3	TRIB3	INSM1	SPOCK2	SERPINE2	EFR3B	BEX1	TRIM66	GDAP1	CADM1	EFNA3	TTLL7	RGMB	RUFY3	CLGN	DCX	NSG1	EBF3	CCDC184	EFNA5	EFHC1	PAFAH1B3	SYT1	FZD3	MAPK10	HRK	KIF3A	CNTN4	INA	RETREG1	CRMP1	EBF1	GFY	CENPV	FAM131C	RUNDC3A	NRXN1	PCDH9	KSR2	SPOCK1	CADPS	KIFAP3	STMN3	SYT11	KIF1A	PODXL2	EEF1A2	EBF4	PCLO	TMPRSS6	SCG5	FXYD6	SDC3	OLIG2	BCL11B	MYT1L	SYT5	MAP6	DCLK1	ARMH4	RNF182	SCG3	CARTPT	APBB1	GDI1	EPB41	NLRP1	H2BC21	SNCA	NBEA	CEBPG	GDE1	TUBA1A	KLC1	IFT27	DPYSL2	EPCAM	MARCKSL1	RFK	CASP3	DAAM1	PDAP1	MSI2	TERF2IP	BASP1	PRRC2B	TUBB2A	CAPS	RTN3	JPT1	RAB6A	THUMPD3-AS1	CALM1	MARCKS	GTF2I	TUBB	PSIP1	CCNI	CBX4	GNB1	PPA1	CALM2	GNB2	VAMP2	KCNQ1OT1	PAPOLA
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_B_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_B_CELLS	MS4A1	CD37	LTB	CD79A	CD79B	BANK1	HLA-DQA1	TNFRSF13C	VPREB3	LINC01781	LINC00926	CD52	HLA-DQB1	IGHM	MARCHF1	IRF8	LAPTM5	HLA-DPB1	HLA-DRA	CD83	HLA-DRB1	CD69	CXCR4	EVI2B	CD74	HLA-DMB	CORO1A	POU2F2	CD53	GPR183	LIMD2	TAGAP	NFKBID	BIRC3	REL
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_ENSHEATHING_GLIA	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_ENSHEATHING_GLIA	S100B	APOE	PLP1	CRYAB	MIA	GPM6B	APOC1	MPZ	PMP2	PMP22	TTYH1	SCRG1	FXYD1	SPP1	LPL	NPY	PLAC9	SEMA3B	TMEM176B	LGI4	TMEM176A	SCN7A	SCD	ABCA8	CST5	CDH19	PCDH9	ANGPTL7	FOXD3-AS1	GFRA3	CMTM5	CADM2	ARHGAP15	FADS2	TMOD2	NRXN1	NCAM1	SLC35F1	KCNMB4	GPR37L1	SCN9A	GAS7	AATK	SOX10	NAT8L	SERPINE2	C2orf88	TSPAN8	S100A1	EDIL3	PLEKHB1	AP1S2	PLEKHA4	RARRES2	NR2F1	NRN1	TSC22D4	METRN	FADS1	SPARC	CNP	PTN	FRZB	DKK3	SNCG	CLU	CHL1	NDRG2	VWA1	ZEB2	CD59	MT1M	MT2A	MT3	PON2	ITIH5	PRNP	SOD3	ERBB3	MFGE8	STMN1	TIMP3	RGCC	S100A10	RNASE1	NUDT4	SPTBN1	ITGB8	VIM	IFITM3	SEPTIN7	FADS3	NTRK2	MARCKS	SORBS2	MT1E	CST3	SELENOP	C4orf48	PDLIM4	LGALS1	OAF	CLIC4	PTGDS	PSAP	APP	TUBA1A	DBI	CHPT1	QKI	POLR2F	CNN3	BEX3	ALDH1A1	IFI6
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MATURE_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MATURE_NEURONS	GNG13	TPPP3	CALB2	PCSK1N	NSG1	UCHL1	PLEKHB1	RTN1	APLP1	JAKMIP1	ATF5	FSTL5	GNAL	GPX2	RTP1	MT1F	SCGB2A1	TTLL7	SPOCK1	STOML3	SNAP25	TOM1	C1orf194	CLGN	GFY	SERPINE2	TAGLN3	PCDH9	EFNA3	C21orf58	H2BC21	TUBB2B	IGSF8	EMX2	SYT1	TKTL1	TMPRSS6	CHGA	BEX1	ELAVL3	CIBAR2	SPEF1	KIF9	WDR54	NRXN1	STMN2	NXNL2	RFX8	QPCT	PPP1R1A	EBF2	C11orf97	SCN9A	REEP1	OLFM1	PIGU	TTC9B	SGPL1	FGF12	FAIM2	EFHD1	RETREG1	GDAP1	ENO2	PDE6D	RIC8B	LRRIQ1	OSCP1	SPEF2	RUNDC3A	RNF182	EFR3B	STMN4	KSR2	RSPH1	FAM131C	LINC01548	NEFL	CENPV	NCAM1	CACNB3	CFAP69	LINGO2	C7orf57	GAP43	SDC3	DUSP26	C9orf24	LHX2	SCG3	SYT5	IGSF10	FAM183A	HAGHL	DNER	LINC00642	MNS1	ADCY3	CCDC184	CFAP126	HBA1	KLC2	SMIM35	AGBL4	TRIB3	CCDC157	EBF3	FMN2	ARPP21	AC245595.1	MAPK10	EFHC1	PODXL2	FXYD6	KIF3A	IMPDH1	TSPAN7	MAP1B	EFNA5	GLCCI1	RAP1GDS1	MLF1	CKB	KIFAP3	PAFAH1B3	RFK	C20orf27	KAT6A	CAPS	HTATIP2	GDI1	MORN2	RUFY3	MPZL1	STOM	C4orf48	IFT27	CBX4	CETN2	EPCAM	P4HTM	ORMDL3	SNAPIN	GNB1	KIF22	COQ4	UCP2	R3HCC1	COMMD8	CYB5R1	PPA1	SPAG16	IP6K2	MSI2	SNCA	IFI27L2	CALM1	JAG1	TERF2IP	CALM2	ATOX1	TSHZ2	RTN3	VAMP2	PRXL2A	GABARAPL2	SELENOT	ATP6V1G1	TUBA1A	MIEN1	ARL3	TSPAN3	SPINT2	MGST3	ATP1B1	NDFIP1	CYSTM1	OAZ2	CALM3	NDUFA5	PSAP	COX5B	SARAF	PSMC5	CUTA	IFI27	TMBIM6
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_UNSPECIFIED	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_UNSPECIFIED	PTTG1	MNS1	TPPP3	C1orf194	STMN1	FAM183A	C9orf24	C9orf116	CKB	TUBB4B	CAPS	NQO1	RSPH1	PRDX1	ALDH3A1	CALM2	DYNLT1	C20orf85	TSPAN1	PIFO	GSTA1	MORN2	PRDX5	CETN2	DYNLL1	ATP5IF1	NTS	CALM1	H2AZ1	S100A2	TUBA1B	TUBB	PPA1	CIB1	TUBA1A	CD24	H4C3
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_EPITHELIAL_CELLS	PRB3	C6orf58	DMBT1	PIP	SCGB1A1	LTF	STATH	ZG16B	BPIFA1	BPIFB1	CAPS	PIGR	LYZ	SLPI	IER3
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MAST_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MAST_CELLS	TPSB2	TPSAB1	CPA3	MS4A2	CTSG	HPGDS	RHEX	RGS13	AL157895.1	IL1RL1	HDC	SLC45A3	FCER1G	SLC18A2	CD69	TYROBP	KIT	LIF	VWA5A	ALOX5AP	GPR65	SAMSN1	FCER1A	RGS1	LTC4S	SRGN	GATA2	HPGD	FTH1	NFKBIA	CD37	CAPG	CD83	MAOB	PPP1R15A	RAC2	SELENOK	PTGS2	CKLF	RGS2	RAB27B	CSF1	PLAUR	LMO4	NR4A2	EMP3	BIRC3	LAPTM4A	ACSL4	AC020916.1	STX3	PLIN2	HSPA1B	NFKBIZ	IER2	ELF1	DNAJB1	SOCS1	ARHGAP18	NR4A3	CAVIN2	SDCBP	ADRB2	CD44	EGR3	TNFAIP3	SGK1	AREG	CCL4	CREM	ZNF331	ANKRD28	DUSP6	DDIT4	DUSP2	CCL2
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_MICROVILLAR_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_MICROVILLAR_CELLS	HEPACAM2	GNGT1	FOXI1	TMEM61	ASCL3	STAP1	CLGN	CLCNKB	ATP6V1G3	LINC01187	PCP4	BSND	CFTR	CRTAC1	DMRT2	RGS13	HES6	IGF1	ALKAL1	QPCT	SCNN1B	TUBB2B	EPCAM	SLC14A1	SEMA3C	GNG13	BIK	BMX	GOLM1	CLDN3	FAM3B	ENC1	ATP6V0B	CD24	ATP6V1A	SC5D	RASSF6	ANXA4	IRAG2	AKR1B1	APLP2	KRT18	KRT8	TPD52	CD9	C15orf48	SMS	AVIL	KRT7	PBXIP1	MGST1	RARRES2	AZGP1
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_GLOBOSE_BASAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_GLOBOSE_BASAL_CELLS	NEUROD1	ELAVL4	SOX11	HES6	NHLH1	MEX3A	GNG8	TUBB2B	LHX2	ELAVL3	STMN2	FEZF1	STMN4	UCHL1	RPRM	EMX2	STMN1	MDM1	CALB2	PCBP4	CKB	JPT1	MARCKSL1	PTMA	RTN1	SOX4	TUBB	RBP1	TUBA1A	COTL1	PSIP1	H2AZ1	MAP1B	H4C3	HMGN2
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MONOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MONOCYTES	MS4A7	FCER1A	MS4A6A	C1QC	MNDA	C1QA	C1QB	AIF1	LST1	IL1B	FCER1G	TYROBP	PHACTR1	CCL3L1	IFI30	HLA-DMB	CD83	HLA-DQA1	FGL2	HLA-DQB1	CCL3	RGS1	GPR183	RGS10	HLA-DPB1	HLA-DPA1	HLA-DRB5	HLA-DRB1	SFRP2	CCL4L2	SFRP1	HLA-DMA	RGS2	HLA-DRA	CD74	SGK1	SRGN	REL	HERPUD1
CUI_DEVELOPING_HEART_C1_5TH_WEEK_CARDIAC_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_C1_5TH_WEEK_CARDIAC_CELLS	KRT19	KRT8	TNNT1	PGAM4	KRT18	DMKN	MSMO1	ANXA3	SPINT2	SLC2A1	EZR	PARD6B	PRDX2	SQLE	MLLT11	MGST1	CDH3	TPM2	NAXE	ISYNA1	HACD1	HEY1	NPPB	CSRP2	REC8	DDIT3	MACROH2A2	TNFRSF12A	PDPN	COA1	HSPA5	RASD1	TXNDC17	CNN1	NME4	CXADR	FDFT1	KPNA2	CKB	EIF3M	PDHA1	GMNN	CRABP2	IDH2	ITGB1BP2	MDH1	MYRF	BZW2	CALB2	ASB2	FDPS	CSRP1	CLDN6	TMEM141	CTSV	TM7SF2	H2BC21	BEX2	RCAN1	SNHG17	EMP2	LRRC49	CXCL14	CES1	KLK5	KLK6	TMEM98	ABRA	RSRP1	SCG5	IGFBPL1	MAP1LC3A	TRH	NEURL2	RHPN2	AMHR2	UCHL1	VSNL1	FXYD7	NCCRP1	SLC9A3R1	MGARP	LIX1
CUI_DEVELOPING_HEART_C2_CARDIOMYOCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_C2_CARDIOMYOCYTE	MYL7	TNNT2	TNNC1	ACTC1	MYL4	MYL9	TNNI1	CSRP3	PLN	TNNI3	CRYAB	PGAM2	HSPB7	SLC25A4	FABP3	MYOZ2	CKM	SMPX	LDB3	ACTN2	NEBL	FGF12	NKX2-5	DES	NPPA	COX7A1	FITM1	HSPB3	MYBPC3	ANKRD1	MDH1	TTN	SH3BGR	MB	SORBS2	COX5A	ENO3	COX6A2	MYL3	PDLIM5	SYNPO2L	LINC00881	RBM24	PPP1R3C	SMYD1	TRIM55	HSPB2	CRIP2	FHL2	NMRK2	PDE4DIP	MYOM1	MLF1	APOBEC2	NEXN	UNC45B	TECRL	BNIP3	PPP1R12B	NDUFS6	TRDN	ALDOC	POPDC2	GOT1	ATP5MC1	TCAP	BANCR	RRAD	MTUS2	CKMT2	MYH6	HACD1	MYLK3	EIF1B	SNTA1	LRRC10	CHCHD10	MYZAP	PPP1R14C	MAP3K20	CFL2	PFKP	POPDC3	SLC8A1	SH3RF2	CISD1	PPP1R1A	PTP4A3	ADPRHL1	MYH7	IDH2
CUI_DEVELOPING_HEART_C3_FIBROBLAST_LIKE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_C3_FIBROBLAST_LIKE_CELL	DCN	COL1A1	FBLN1	COL1A2	COL5A1	COL6A1	LUM	OGN	GPC3	COL6A2	SPARC	FSTL1	PTN	COL6A3	COL5A2	MMP2	PLAC9	SERPINE2	OLFML3	MFAP4	TCF21	PCOLCE	LRRC17	FBN1	LGALS1	SPON2	COL6A6	PDGFRA	LTBP4	SERPING1	ISLR	SPRY1	COL12A1	MFAP2	RRBP1	TIMP1	C7	ASPN	MEST	MGP	THY1	NUPR1	COL21A1	SEPTIN11	TGFBI	DLK1	SGCE	SCN7A	ADAMTS2	FBLN5	COL14A1	LRP1	MEG3	ELN	CXCL12	LOX	PRDX4	NFIA	ITM2A	AKAP12	LAMC1	IGFBP7	SRPX	NID1	FBLN2	NRK	EPB41L2	SNAI2	EFEMP2	DPT	THBS2	PLAGL1	KCTD12	RCN1	PEG3	MRC2	ABCA8	MATN2	PCDH18	SERPINF1	C1R	LAMB1	SDC2	SMOC2	FILIP1L	SERPINH1	CYBRD1	COL15A1	LSP1P4	CCDC102B	GLT8D2	ANGPTL2	IL32	FRZB	TIMP2	HTRA3	SELENOM	EBF2	C1QTNF2	CCN2	GPC6	OLFML1	RCN3	LSP1P5	CPQ	SPON1	FKBP7	BICC1	FNDC1	FLRT2	COL16A1	S1PR2	MOXD1	P3H1	ADAMTSL3	MXRA8	LAMA4
CUI_DEVELOPING_HEART_C4_ENDOTHELIAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_C4_ENDOTHELIAL_CELL	RAMP2	EMCN	ECSCR	ESAM	TM4SF1	PECAM1	PRCP	ENG	EGFL7	PLVAP	CDH5	CALCRL	CTHRC1	STOM	TIE1	TEK	ECE1	ELK3	TFPI	KDR	IFITM2	ADGRF5	HLA-E	FLT1	EFNA1	MYCT1	HYAL2	PCAT19	EDNRB	PLXND1	NPR1	LDB2	TMEM88	FKBP1A	FXYD5	MMRN2	PROCR	COLEC11	GJA4	CLEC14A	IGFBP4	CLEC3B	CD93	CDH11	FZD6	RAPGEF5	FCGRT	NPR3	FXYD6	LEPR	CD9	F2R	ARHGAP29	GNG11	ITGA5	FOXC1	VAMP5	TGM2	S100A16	RDX	ADGRG6	GMDS	CAVIN2	LRIG3	EFNB2	CGNL1	CD34	NT5E	ENTPD1	NPDC1	AFAP1L1	LY6E	ITPR1	MCAM	ETS1	NRP1	RHOC	LEPROT	BMPER	ST6GALNAC3	TMEM100	F8	ACKR3	NRP2	POSTN	KLHL4	PLTP	BMX	NECTIN2	PODXL	ITGA8	VWF	IL33	HES1	EPHB4	NOS3	CLIC1	PLK2	SNCG	EBF1	PLPP3	SCARF1	PPP1R14A	PON2	TSPAN18	QSOX1	INPP1	C1orf54	MSN	TMEM204	C4orf48	ID1	MMRN1	F11R	PCDH7	TSPAN7	HMCN1	NOSTRIN	SLCO2A1	RASIP1	COL18A1	SOX7	CYYR1	ADAMTS9	WWTR1	EHD2	SNRK	RALB	TNFRSF1A	ANGPTL4	DUSP6	ALDH2	CHSY1	ROBO4	SCARB2	THSD7A	ST6GAL1	NOTCH1	MGST2	PALMD	TSPAN14	SPINT2	SLC27A3	SMAGP	CAV2	PTPRB
CUI_DEVELOPING_HEART_C5_VALVAR_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_C5_VALVAR_CELL	CLU	CTSK	APCDD1	EDIL3	BGN	VCAN	SCRG1	ID1	SLN	S100A6	ID2	MTRNR2L2	SFRP4	S100B	HAPLN1	IGF1	GEM	IGFBP5	CXCL2	RGS5	SPOCK3	MATN2	MTRNR2L1	S100A10	CCDC80	LTBP4	PTGS2	LGALS1	MGP	NR4A2	ELN	PXDN	TUBB2B	GNG2	ID3	SRPX	PDLIM3	CD9	SYNPO2	HSPA1B	MTRNR2L10	SERPINF1	ZBTB20	RNU6-2	IER3	GLT8D2	MT2A	SELENOM	ID4	HSPA1A	TMEM132C	GOLM1	CYP1B1	NR4A1	DNAJB4	HSPH1	IFRD1	ECRG4	TUBA1A	ATF3	DNAJB1	ZFAND2A	FHL1	SNAI1	APOE	CMTM6	CDKN1A	EGR1	CDO1	JUNB	TGFB3	OAT	ARID5A	TAGLN	MMP19	LMCD1	LIMCH1	TIMP3	GADD45B	PTHLH	PRELP	SOX4	ZFAS1	HSPA7	TCEAL7	TNFAIP6	HSPA6	C11orf96	DPYSL3	FOS	TUBB2A	THBS1	DNAJA1	BAG3	CD200	ADIRF	FMOD	EGR2	MAFF	C1QTNF1	MYH10	SNHG12	B4GALT1	RASL11B	TSC22D1	LTBP3	PLPP3	CLDN11	ACTN1	NRCAM	PAMR1	ITM2A	TPBG	UAP1	IFI6	PENK	UCHL1	RGS4	TSPYL2	ARF4	FAT4	ROBO1	BTG2	LIMA1	FILIP1L	SNHG5	CADPS	RGS3	RNASE4	IER2	RHOU	FIBIN	IFI27	EGR3	PLXDC1	MXRA5	PTPRZ1	ZC3HAV1	ASPN	IRF1	TUBB3	LTC4S	MFAP4	ADAMTS19	HES1	CRYM	CSRNP1	NTRK2	TNFRSF19	HS3ST1	TCF12	ARL6IP1	PRRX1	PAPSS1	SRSF7	ENAH	CHMP1B	SERTAD1	TWIST1	SLFN11	TOB1	GOLIM4	NEDD9	KLHL15	CHPF	SOX9	LMNA	UGDH	CTNNAL1	XBP1	NFATC1	NSG1	HSPA2	LSAMP	EIF5	DKK2	AHR	CLIC3	SERPINI1	AEBP1	PPP1R15A	IL33	NFE2L2	TRPS1	PPP1R10	RARG	FAM114A1	SALL3	ERRFI1	ADAMTS1	CCNL1	EIF4A3	VTRNA2-1	DYNLT3	SOCS3	LTBP2	HEY2	AC055839.2	CXCL1	SLC22A3	CD55	NFIX	NXF1	BEX1	ERBB3	SERPINB1	DSEL	ZC3H12A
CUI_DEVELOPING_HEART_C6_EPICARDIAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_C6_EPICARDIAL_CELL	CFB	PRG4	ITLN1	C3	MSLN	PLA2G2A	KRT19	EFEMP1	SLPI	CFH	C1R	CA9	RARRES2	TM4SF1	ADIRF	CCDC80	UPK3B	C1S	CFI	SERPING1	UPK1B	HTRA1	CARNS1	EPHB6	TIMP1	CLDN15	PKHD1L1	KLK11	S100A10	KRT8	SULF1	PDZK1IP1	BICDL1	TGM1	LY6E	SEMA3C	RARRES1	CLIC3	SYT4	HP	SELENBP1	HAS1	PTPRF	LINC00842	LINC01133	PDPN	INMT	PLLP	BNC1	PROCR	CPE	SLC9A3R1	CRIP1	TMEM176A	ECRG4	FLRT3	VSIR	AQP1	PTGS1	TMEM176B	CYBRD1	GFPT2	CALB2	PRSS23	CXADR	MYRF	CYSTM1	NMU	BCHE	SAT1	LGALS2	REC8	PDGFRL	MEDAG	ITGB8	SMPD3	LGALS3BP	CGN	NPNT	LRP2	PHGDH	ALDH1A2	KRT18	MEST	LRRN4	SBSPON	SEMA3B	IL18	CD200	CRIM1	MGST1	RSRP1	CLDN1	CDON	GSTM3	SPOCK2	ID4	IL1R1	KDR	FKBP11	HLA-C	REEP1	ITGA3	GJA1	CDH3	IQCA1	SLC39A8	EZR	NNMT	ZFP36L1	PLOD2	SLIT3	PTGIS	IL6ST	COLEC12	TMEM98	PDIA2	SMTNL2	BICC1	MT1E	WT1	GPM6A	PLEKHA4	ADGRD1	PDGFC	NUPR1	DAPK1	PROS1	S100A6	SGK1	RNASE4	VTN	SLC16A1	ANXA4	SILC1	RASSF7	SLC4A4	SULF2	CPA4	MAL2	PRR15	PCLO	COBLL1	TNFRSF1A	FLRT2	ALOX15	TMEM37	TSPAN3	ANXA3	CHAC1	PCOLCE2	CLIP4	MUC16	TCEAL2	KRT7	PTPRQ	ASS1	BCO2	STEAP1	HSD17B6	HCFC1R1	PAPSS2	PPL	PHYHIP	WWC1	TNNT1	SCG5	RERG	CARHSP1	CARD16	NFKBIZ	HSBP1L1	PLAAT4	PLAAT3	TOGARAM2	MST1	PLEKHH2	ST3GAL5	SMOC2	SEZ6L2	FKBP2	ARID5B	OAT	PTK2B	VGLL3	KLK5	CRLS1	TOR1AIP2	DDR1	AOX1	NSG1	ANXA8L1	PRR15L	PRKCI	KLF6
CUI_DEVELOPING_HEART_C7_MAST_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_C7_MAST_CELL	HDC	CPA3	HPGDS	ARHGDIB	SAMSN1	SRGN	LAPTM5	RHEX	ELF1	SLC18A2	GATA2	HPGD	RAC2	ALOX5AP	ANXA1	PPP1R15A	S100A4	FCER1G	IL1RL1	KIT	PLIN2	CD69	NFKBIA	TPSB2	CD53	TYROBP	SH3BGRL3	P2RX1	CD44	MS4A2	CTNNBL1	CLEC4O	CLIC1	ACSL4	TPSAB1	FXYD5	SLC45A3	CD37	VWA5A	ARHGAP18	RGS2	RGS1	CAPG	TNFAIP3	CD83	VAMP8	LTC4S	AL157895.1	PRG2	GLUL	ALDH1A1	S100A6	RGS13	EIF5	FOSB	IFITM2	ATP6V0A2	CTSG	C1orf162	ALOX5	SQSTM1	SERP1	AC020916.1	TESPA1	LPCAT2	LAT2	CAVIN2	ARHGEF6	BTK	RHOG	PAG1	ARHGAP15	ZFP36	DOCK10	LCP1	LIF	GPR65	CD84	ADAM8	STXBP2	SLC2A3	TNFSF10	BACE2	HSPA1A	LAIR1	STING1	EMP3	ELOVL5	CNRIP1	PTGS1	DUSP10	GMFG	BST2	CCNL1	LPXN	SERTAD1	ATP2A3	LINC01140	LAT	CTSD	PLEK	NABP1	SNX5	NDST2	BIN2	NFKBIZ	GRAP2	DNAJA1	BRD2	BATF	MLPH	TSC22D3	ABRACL	DNAJB9	IER2	CKS2	ADRB2	HCLS1	CAP1	UNC13D	PNP	MBOAT7	DNAJB1	PTPN7	RNF130	PEPD	XBP1	SIGLEC17P	IDS	SDCBP	STXBP5	BTG2	NCF4	CREM	HK2	PRR13	HS3ST1	LYST	IDI1	CALB2	GNA13	TSPYL2	TENT5A	TMEM176B	TPST2	CSF2RB	RHOH	GAPT	MPP1	STX3	HSPH1	ENPP3	PIK3R6	ITGAM	SYAP1	VMP1
CUI_DEVELOPING_HEART_C8_MACROPHAGE	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_C8_MACROPHAGE	LAPTM5	CD74	AIF1	SRGN	TYROBP	FCER1G	HLA-DRA	PTPRC	ITGB2	HLA-B	CYBB	LST1	LCP1	CTSS	GMFG	VAMP8	HCST	ARHGDIB	RNASET2	CD53	HCLS1	PLEK	LYZ	MS4A6A	CD37	HLA-DRB1	CSF1R	ALOX5AP	MNDA	FCGR2A	IFI30	NCF4	HLA-DPB1	RNASE6	GNAI2	HLA-DPA1	PABPC1	HLA-DMA	HLA-DMB	HCK	PTPRE	ZFP36	PSAP	SH3BGRL3	PLD4	GLUL	C1orf162	CD68	CD14	HLA-E	ARPC3	SYK	HLA-C	MS4A7	TNFRSF1B	COTL1	PLAUR	GPR183	FYB1	HLA-A	RGS2	NEAT1	PARVG	GPX1	MYO1F	RGS1	ARPC1B	TPM3	ARRB2	PYCARD	MPEG1	CALHM6	CST3	VSIR	TPP1	RGS10	LAIR1	CXCR4	MCL1	LSP1	CLEC7A	CD163	C5AR1	IL10RA	ZFP36L2	C1QA	GPSM3	JUNB	DUSP1	HLA-DQB1	IGSF6	WAS	RAC2	ADAP2	FPR1	DOCK2	FOLR2	ARHGAP4	S100A4	CD86	MRC1	DOCK8	CTSD	LYN	LY86	CORO1A	UCP2	S100A9	C1QC	CD83	LAT2	REL	C1QB	SGK1	VSIG4	GRK2	RNF130	CD4	CEBPD	THEMIS2	ACTR2	C3AR1	FGL2	PTPN6	SKAP2	CNPY3	SPI1	CAP1	CSF3R	NFKBIA	NAMPT	F13A1	ALOX5	HERPUD1	MS4A4A	INPP5D	GNA13	ELF1	SLA	SMAP2	MFSD1	EVI2B	CXCL16	NR4A2	GRN	NCF2	MAF	CTSB	GRB2	FOSB	RHOB	CCL3	CEBPB	TKT	SH2B3	CYRIB	IRF8	NAIP	GADD45B	SLCO2B1	STAB1	CPVL	CTSC	EFHD2	PNRC1	IQGAP2	MEF2C	CD300A	RILPL2	RUNX1	HBEGF	PRR13	MSR1	CYTH4	ITGAM	NINJ1	ARPC4	MAN2B1	HPGDS	STK17B	CREG1	RAB31	DAZAP2	GLRX	NPC2	ADA2	LY96	STXBP2	CSTA	JAML	IER5	RHOG	CYBA	A2M	CXCL8	HSPA1A	ATP6V0B	RETN	GLIPR1	SH3KBP1	IQGAP1	APBB1IP	ZFP36L1	BTG2	CDKN1A	ARHGAP30	LPAR6	RB1	CASP1	METRNL	KLF6	EVI2A	IL16	PPP1R18	WIPF1	FCGR1A	LILRB2	RIN3	PMAIP1	TLR2	SIRPA	B3GNT5	AOAH	MAFB	IER3	FCGR3A	TBXAS1	FMNL1	GPR34	LGMN	FES	FCGRT	PILRA	SAMSN1	SERPINB1	CD36	LCP2	PIK3AP1	CARD16	JUND	POU2F2	PLCB2	IL6R	OTUD1	ARHGAP18	DOK2	S100A8	BASP1	PTGER4	ADCY7	SOD2	MGAT1	HLA-H	ITGAX	PLAC8	RBM47	IL13RA1	ATP6V1B2	MARCHF1	DUSP2	PTAFR	PRKCD	BAZ1A	IKZF1	OSTF1	CX3CR1	PRAM1	NLRP3	SLC2A3	TCIRG1	PREX1	LITAF	BST2	MAP3K8	MKNK2
CUI_DEVELOPING_HEART_C9_B_T_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_C9_B_T_CELL	IFITM1	PTPRC	IL2RG	ARHGDIB	CD7	HLA-B	CORO1A	CXCR4	LCP1	HLA-A	HLA-C	CD53	CD69	HLA-E	GMFG	SRGN	RAC2	LCK	GZMA	TSC22D3	LSP1	STK17B	PTPRCAP	CYTIP	CD52	LIMD2	HCST	TNFAIP3	ELF1	CD3E	PLAC8	CD44	CD3D	LAPTM5	KLRB1	RGS1	FYB1	PABPC1	DUSP2	ITGB2	NKG7	SEPTIN1	LINC00861	GIMAP7	IFITM2	ZFP36L2	CTSW	CLEC2B	UCP2	NFKBIA	TAGAP	GIMAP4	CD247	ACAP1	PIP4K2A	GPSM3	ETS1	PRKCH	CDC42SE2	CST7	ZAP70	ZFP36	SARAF	IRF1	IL16	BIN2	SH2D1A	JUNB	IL7R	SATB1	ARHGAP9	ADGRE5	ARHGEF1	ARL4C	ISG20	JAK1	BTG1	PLAAT4	HLA-F	KLRD1	ITGAL	TCF7	CD48	RUNX3	LTB	HLA-H	ITK	ARHGAP45	FCMR	PIM2	PTGER4	FCER1G	CD96	CCL5	YPEL5	EVL	DENND2D	PTPN22	RGCC	DNAJB1	PDCD4	PRF1	GPR65	TMIGD2	IL32	CLK1	LITAF	GNG2	GPR183	WIPF1	SAMD3	TMC8	ARPC1B	COTL1	PSMB9	TBC1D10C	OSTF1	SEPTIN6	TXNIP	SLC9A3R1	STK4	SPOCK2	FAM107B	IL2RB	SASH3	RHOH	TAPBP	CLEC2D	PVRIG	LPXN	RNF166	SAMSN1	ZNF331	ARHGAP15	RIPOR2	CD3G	LAT	CD37	FXYD5	CNOT6L	LEPROTL1	TXK	LEF1	TUBA4A	SELL	SKAP1	PIK3IP1	RNF213	HCLS1	CCND3	ISG15	SLC2A3	DEDD2	SH3KBP1	CYRIB
CUI_DEVELOPING_HEART_COMPACT_ATRIAL_CARDIOMYOCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_COMPACT_ATRIAL_CARDIOMYOCYTE	FTH1	GAPDH	RPL7	RPS3A	RPL13	RPL31	RPS27	CRYAB	RPL18A	RPL27A	FTL	PLN	YBX1	COX7A1	MB
CUI_DEVELOPING_HEART_TRABECULAR_ATRIAL_CARDIOMYOCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_TRABECULAR_ATRIAL_CARDIOMYOCYTE	MALAT1	TTN	PAM	SLC8A1	ATP2A2	APLP2	HSPA5	GJA5	ITGB1	PSAP	SPTBN1	CALU	AKAP9	PPIC	ASAH1	ARL6IP5	COL2A1	RELN	KTN1	HSP90B1	CD63	MARCHF6	ASPH	SLC2A1	CDH2	WSB1	LAPTM4B	MACF1	SVIL	LUC7L3	DMD	NPTN	NES	DSP	COX6A1	BSG	SLC38A1	RNPC3	FLNC	NDUFB9	PRNP	ATP1B1	RTN4	MDK	EDNRA	PTPRK	REEP5	CANX	VCL	LGALS3BP	MMP15	TIMP3	ERBB2	LMO7	RPN2	FAT1	PDIA3	TMBIM6	COL4A2	LAMB2	C5orf15	EMP2	AGL	BVES	DDX17	PKN2	SPCS2	KIDINS220	PARM1	COL18A1	ANGPT1	PTGFRN	DST	NNT	TMTC3	TMX2	NID2	CPVL	ATP1A1	XIRP1	PCMT1	SPTAN1	PLOD2	TMED10	CD164	SELENOT	ATP13A3	HEPH	KCNH7	LMAN1	DCBLD2	PLEKHA5	GRN	WLS	LEPROT	NCAM1	DPY19L2	CXADR	ITGA6	FRAS1	TMEM245	P4HA1	FBN2	TM9SF2	CYP51A1	SPINT2	DKK3	AIFM1	EPRS1	LAMP2	SLC16A1	MSMO1	TMEM38B	BCAP29	B2M	PRKDC	RDH11	SLC20A2	SLC3A2	ETNK1	GOLIM4	OS9	SCD	DNAJB9	HEG1	HRC	CCNL1	PLXNB2	TRA2B	SQLE	ATP11A	NOMO1	PRSS35	ANKRD26	HERC2P2	VEGFA	KIAA1109	RNF207	JAG1	MESD	ABCC5	LTBP1	IGF2BP2	MTDH	ZNF827	B3GNT2	LNPK	ATP6AP2	ADGRL2	PGRMC1	TCERG1	BMPR2	NFE2L1	CTSL	TNFRSF12A	SUCO	INSR	DAG1	CYP2J2	TMEM41B	FREM2	CACNA1C	NEU1	CPE	GPAA1	GOLGA8A	COL4A6	CTSV	SURF4	AKAP1	FAM189A2	COL9A1	MFSD11	MEIS1	TLCD4	MYSM1	MARS1	GPC1	SLC11A2
CUI_DEVELOPING_HEART_COMPACT_VENTRICULAR_CARDIOMYOCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_COMPACT_VENTRICULAR_CARDIOMYOCYTE	COL3A1	COL1A1	DCN	COL1A2	POSTN	TNNI3	DES	FN1	SPARCL1	MGP	OGN	COL6A3	LUM	PLAC9	CXCL14	LGALS1	DLK1	VIM	HSPB1	FBN1	ELN	COL5A1	MMP2	CRYAB	BANCR	LGALS3	COL12A1	UGDH-AS1	IL32	RBP7	PDK4	COL15A1	RNASE1	TIMP2	AHSP	SRGN	COL6A2	TCF21	ASPN	ALDOC	HLA-B	NEFL	LPP	C7	CASQ2	NIBAN1	CXCL8	ITM2A	COL5A2	FHL1	HAPLN1	MYL2	COL6A6	KLF4	SHISA9	RPS4Y1	GSTT1	PGAM2	MAB21L3	CD34	CNOT11	TSPO	DPT	COL6A1	SPARC
CUI_DEVELOPING_HEART_TRABECULAR_VENTRICULAR_CARDIOMYOCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_TRABECULAR_VENTRICULAR_CARDIOMYOCYTE	PGAM4	HSPA5	KRT19	DDIT3	COX6A1	TNNT1	MSMO1	COL2A1	SCD	CRABP2	CCN1	SPINT2	DNAJB1	YWHAQ	SLIT2	INSIG1	IER2	SQLE	RCAN1	CLDN6	HERPUD1	HNRNPL	ANXA3	MLLT11	SLC3A2	ANGPT1	PPP1R15A	CYP51A1	S1PR1	CD24	TOB1	TIMM17A	VCAM1	PRKDC	KRT8	LRPAP1	EBP	MGST1	CD320	RGS3	MRPL13	CTSV	ARRDC3	VCAN	COMMD10	TMEM88	SRSF6	LRRC49	SLC2A1	PIP4P2	CDH3	RASD1	RASL11B	GET1	HMGA2	ISOC1	SKIL	HSPB8	TNFRSF12A	DEPP1	KPNA2	CCN2	RTCB	ABHD12	MYH6	EXOSC8	TSPAN13	HEY1	GEM	SGPL1	GALE	NOP16	TRH	LIX1	PDGFD	HTR3B	EPSTI1	HES1	GMNN	SDF2L1	PHACTR3	KCNH7	HBEGF	WDR12	B3GNT2	VPS33A	NPPB	XRCC4	NEURL2	KLHL31	TRAPPC3	CCDC181	ARL4D	DHCR7	RXRG	HAMP	RC3H1	DENR	BUB3	H2AW	NET1	DGKI	SMTNL2	HMGCR	FAM118B	MPHOSPH6	LINC01405	ABHD16A	REEP6	SIGMAR1
CUI_DEVELOPING_HEART_5TH_WEEK_ATRIAL_CARDIOMYOCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_5TH_WEEK_ATRIAL_CARDIOMYOCYTE	MYH7	MYL2	MASP1	VCAN	S100A4	LBH	HAPLN1	TRDN-AS1	LGALS1	HAND1	HIGD1A	IRX3	HNRNPL	LAMA4	CRNDE	SCUBE3	TM4SF1	CXCL12	PDGFD	FABP5	TMSB4X	RAMP2	C15orf41	FRMD3	DGCR6	CYB5A	RGS3	GJA1	SLIT2	HEY2	OLFML3	DBI	EMCN	ISOC1	EIF2S3	NFIA	COX7A1	COL3A1	C7	H4C3	ESAM	CMTM7	CD24	ATP1A3
CUI_DEVELOPING_HEART_5TH_WEEK_VENTRICULAR_CARDIOMYOCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_5TH_WEEK_VENTRICULAR_CARDIOMYOCYTE	MYH6	PAM	CALB2	NR2F1	VSNL1	PGAM2	COL2A1	GPX3	GJA5	LINC01844	TESC	NR2F1-AS1	RELN	PDLIM3	TECRL	DKK3	SH3KBP1	RABGAP1L	ATP2A2	FOS	PIFO	CLIC5	PDLIM4	ABRA	IGFBPL1	GATM	TUBB6	HSDL1	NR2F2-AS1	HEY1	AIF1L	SVIP	MARCHF3	SORD	EGR2	CPNE5	H2BC21	PREP	SYNPO2L	LINC00842	ACTA1	KLK6	B3GNT2	DUSP5	STAR	PJA1	CPE	ULK4	CNN1	SLC30A3	SMCO4	ELAPOR2	SHISA5	ITM2A	PPP2R2B	ZFP36	RAB9B	INTS6L	RHOD	BVES	DES	FAM78A	VWDE	BAIAP2L1	DESI1	MYBPHL	DUSP2	ZNF385B	EPM2AIP1	TMEM185A	WNK1	PDE8B	CREB3L2	MCEMP1	EHD4	NPPB	FEZ1	DUSP14	NTF4	HAND2	ADM
CUI_DEVELOPING_HEART_LEFT_VENTRICULAR_CARDIOMYOCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_LEFT_VENTRICULAR_CARDIOMYOCYTE	TM4SF1	MYH7	LGALS1	ESAM	PLVAP	COL3A1	COLEC11	CCL2	IRX3	SLIT2	ENG	CTHRC1	TRDN-AS1	THY1	HES1	TFPI	HAPLN1	RAMP2	ECSCR	HAND1	CXCL14	CRNDE	PLXND1	TMEM88	NPPC	PLK2	EMCN	ISOC1	GJA1	ANXA1	PHLDA1	SCUBE3	BRIP1	KCNJ2	CMC1	POSTN	S100A11	SOX11	TRAIP	SOX4
CUI_DEVELOPING_HEART_RIGHT_VENTRICULAR_CARDIOMYOCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_RIGHT_VENTRICULAR_CARDIOMYOCYTE	DGCR6	ISYNA1	LBH	MASP1	S100A4	VCAN	GPRIN3	CD24	KLHDC8B	IGFBP7	PYGM	RXRG	CMTM7	BEX1	C7	ATP1A3	KIFAP3	ECI1	CCDC34	PYGL	LINC01405	HEY2	GPR22	TXNIP	BIN1	CAVIN4
CUI_DEVELOPING_HEART_LEFT_ATRIAL_CARDIOMYOCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_LEFT_ATRIAL_CARDIOMYOCYTE	MYH6	PITX2	GJA5	VSNL1	LINC01844	NR2F1	PAM	COL2A1	CALB2	RABGAP1L	GPX3	SFRP1	FHL1	TESC	NR2F1-AS1	PIM1	CLIC5	PIFO	RELN	BCO2
CUI_DEVELOPING_HEART_RIGHT_ATRIAL_CARDIOMYOCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_RIGHT_ATRIAL_CARDIOMYOCYTE	KLK6	ACTA1	ABRA	PAM	UCP2	NR4A1	CALB2	CAV1	ULK4	HAMP	HCN4	PNP	NMRK2	SLC30A3	CDKN1A	DUSP2	TAF10	CITED4	TMEM189	LRAT	HHIP-AS1	GNAL	MYPN	EFNB1	DES	MYLK3	ARNTL2	RNF187	SPRYD3	DPP9	RASSF8	NES	GHRH	NR4A2	COL9A1	RTN4R	INPP1	LINC01170	MTMR9	POFUT2	DAGLB
CUI_DEVELOPING_HEART_CARDIAC_FIBROBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_CARDIAC_FIBROBLASTS	MYL7	TNNT2	ACTC1	TNNI3	MYL4	CSRP3	PLN	TNNC1	TNNI1	MB	SCN7A	NPPA	CKM	TTN	HSPB7	TPM1	ANKRD1	COL15A1	COX6A2	MYOZ2	MYBPC3	TCF21	LDB3	NEBL	PGAM2	COLEC11	MYH7	LAMC1	DES	HSPB3	FHL2	SLC25A4	GAPDH	ACTN2	SMPX	COL9A1	RBM24	ALDH1A2	GASK1B	MYL3	CCND1	PEG3	MYL2	SORBS2	CRIP2	LAMB1	NKX2-5	MDH1	MYH6	PTN	PPP1R3C	LOXL2	IL32	ATP2A2	FITM1	ENG	NPPB	RRAD	FRZB	C7	MYOM1	PDLIM5	ALDOC	ALDOA	SH3BGR	AKR1B1	MOXD1	COX5A	MYL9	BNIP3	ATP5MC2	COX7B	ENO3	TM4SF1	PKM	FABP3	NMRK2	HSPB1	SMYD1	FGF12	SH3RF2	PKIG	CCDC102B	IGFBP2	TFPI	RYR2	CKMT2	CASQ2	CSRP1	TCAP	TRDN	LIMCH1	RBPMS2	GOT1	COL6A3	BANCR	HACD1	TRIL	NEGR1	FREM1	CRYAB	RAMP1	SYNPO2L	S100A8	SOX9	LRRC10
CUI_DEVELOPING_HEART_SMOOTH_MUSCLE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_SMOOTH_MUSCLE_CELL	SFRP2	COL3A1	COL1A2	S100A6	C1R	COL1A1	PCOLCE	ITM2A	CPZ	SERPINF1	PI16	C1S	CRABP2	SPARC	FBLN1	OSR1	ELN	PDGFRL	CCDC80	PI15	IGFBP4	COL14A1	ANGPTL1	RCN3	NTRK2	OLFML2B	CTSK	LOX	BGN	CFH	CPE	C1QTNF3	F10	TSHZ2	S100A4	ID2	PPIC	MFAP5	COLEC12	DUSP1	RNU6-2	NUCB2	ACVR2A	RARRES2	OSR2	NPDC1	HEXIM1	EGFL6
CUI_DEVELOPING_HEART_ENDOCARDIAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_ENDOCARDIAL_CELL	CDH11	NPR3	CTHRC1	COLEC11	MEST	ITGA8	KRT18	ADGRG6	PCDH7	TFPI	MYL7	CGNL1	ENG	POSTN	NPPA	MASP1	OLFML3	OST4	C4orf48	ISYNA1	FXYD6	LRIG3	ITM2C	LEPR	PLVAP	ST6GALNAC3	TMEM100	MYH6	QSOX1	CLEC11A	SMOC1	COL18A1	PGAM2	FOXC1	KLHL4	TMEM141	NT5E	ANGPTL4	SRPX	PLAC9	IRX3	IL33	ST6GAL1	EMILIN1	BMPER	ENPP1	EPHA4	DSG2	ATP1B1	F2RL2	SCARA3	EPS8	PLA2G5
CUI_DEVELOPING_HEART_CORONARY_VASCULAR_ENDOTHELIAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_CORONARY_VASCULAR_ENDOTHELIAL_CELL	A2M	FABP4	CD36	COL15A1	IGFBP7	FABP5	TNNT3	CLDN5	TCF4	TM4SF18	PDGFB	TCIM	CAV1	APLNR	COL4A1	RGCC	DIPK2B	VWF	JAM2	UACA	COL4A2	UTRN	HLA-B	DST	ADGRL4	C1QTNF9	CA4	GIMAP7	ROBO4	CD74	MEOX1	MEF2C	MTSS1	CAVIN2	GIMAP4	APOD	FLT4	GMFG	RBP7	ARHGAP18	ITGA6
CUI_DEVELOPING_HEART_VASCULAR_ENDOTHELIAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_VASCULAR_ENDOTHELIAL_CELL	ELN	SULT1E1	FBLN5	ABI3BP	MMP2	GAS6	CRTAC1	MPZL2	LTBP4	CYTL1	LTBP2	CLU	SFRP5	SERPINE2	LTC4S	PI16	SULF1	OMD	LINC01133	PTN	JUNB	DKK2	FBLN2	BGN	HTRA1	CLIC3	CD151	LTBP3	CST3	NFKBIA	HSPA1A	HSPA1B	BCAM	CD58	CFH	EFEMP1	CARD16	SH3RF1	LIMA1	CPXM2	HEXB	KLF2	KLF4	CPE	COL5A1	MRC2	GADD45B	ADAMTS1	BST2	NNMT	APLP2	RHOB	IFI27	MMRN1	IER2	MFAP2	BTG2	IFI6	LOX	PDGFD	CXCL2	GJA5	MMP28	PPP1R15A	FOSB	SEMA3F	CD320	RAMP3	TSPAN7	PPIC	HSD17B12	DEPP1	AHNAK2	PTGS1	GASK1B	ZFP36	MYH9	DDIT4	SERPINE1	KCNN4	DPP7	PER1	NUCB2	SULF2	ITSN2	TOB1	HEG1	TNFAIP3	TXNIP	AC020916.1	OS9	NES	ICAM1	JUN	SELENOM	EMP3	FXYD5	RGS5	IGFBP7	SFRP4	MGP	CKB	RASD1	MEIS2	CXCL3	CTSD	MALL	GLT8D2	CRIM1	GABARAPL2	EFNA5	ATP6AP1	NPDC1	TSC22D1	PROCR	GATA2	DHRS3	ANKRD36B	COL1A1	FGL2	CLEC14A	SEZ6L2	GABARAPL1	SLC7A8	PTGDS	COL9A3	CTSK	SDF4	MMRN2	HAPLN3	NEIL1	THBD	FBLIM1	MET	EMP2	CPAMD8	METRNL	TENT5A	GRN	ALDH1A1	CFI	DHH	C1R	IL11RA	SLC41A3	SIK1	TMEM120A	PTPRF	ADCY4	KAZALD1	COL5A2	NFIX	LSR	SYNGR2	GOLIM4	LIMS2	SKIL	SFRP1	ASS1	CBLN2	CDC42EP3	TSPAN2	PI15	CDH23	GLG1	TNKS1BP1	ASPN	SWAP70	PDE4B	PIGT	CXCL1	MTUS1	RTN4RL2	CREB5	TCN2	MECOM	KCNMB1	MAP3K8	BHLHE40	PDGFRL	IGFBP2	KLHL13	ECM2	PXDC1	FAM3B	TRIM22	MEGF6	IER5L	ADH1B	GJA1	ZFY	AIF1L	VCAM1
CUI_DEVELOPING_HEART_VALVAR_ENDOTHELIAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/CUI_DEVELOPING_HEART_VALVAR_ENDOTHELIAL_CELL	NTRK2	CXCL8	NR4A2	S100A6	HLA-B	CYSTM1	SELL	S100B	NFATC1	CXCL2	SERPINB1	AKR1B1	GEM	DKK3	CD200	SLN	ATF3	NR4A1	IGFBP5	IFI27	NEAT1	CDKN1A	TSPAN8	OLFML2A	KLF9	SERPINF1	RGS5	PTHLH	S100A10	APOLD1	TIPARP	PRNP	ITPRIP	NAMPT	CD55	RHOU	HBEGF	PDLIM3	CLDN11	ASPN	CTSK	PDLIM1	F5	ITGB4	TPBG	CRIP1	SOD2	EDIL3	PENK	HS3ST1	NFIL3	PI16	CYP1B1	GLT8D2	CCL20	ANGPTL2	TNFAIP6	ANK2	PLA2G2A	SPOCK3	VCAN	CD9	NDP	NR4A3	THBD	IER5	CD44	PLAT	CCDC3	RGS4	ADAMTS1	MTRNR2L1	HLA-H	MT2A	CEMIP2	MCL1	DUSP2	MMP19	GJA1	HAND2	S100A4	EVL	SOCS3	OPTN	GADD45A	ARID5A	HSPB8	FOSL2	BEX1	CA5B	CLIC2	ANO1	PTGS2	TGFB3	STARD7	CCL4	GABARAPL1	CHMP1B	AOPEP	TUFT1	CTSL	NET1	HSPA7	ACKR3	DUSP5	PKHD1L1	MAFF	MTMR11	C7	WNT4	TUBB2A	CEBPD	PDGFRA	FEZ1	PNP	BIK	C1QTNF1	PLPP5	HEY2	DKK2	PLIN2	IGFL2	GATA4	HAPLN1	TFPI2	SIK1	AQP1	CXCL1	ENDOD1	CRYAB	STC1	TMBIM1	PMP22	PLLP	PLCD1	TAC1	MTRNR2L10	SORD	ACSL1	RCAN1	LDLR