BUSSLINGER_ESOPHAGEAL_QUIESCENT_BASAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_ESOPHAGEAL_QUIESCENT_BASAL_CELLS	CXCL14	DST	COL17A1	KRT15	SLC7A5	COL7A1	IL1R2	ZFP36L2	MOXD1	LAMB3	GPNMB	TXNIP	TNS1	DKK3	SLC1A4	SERPINE2	NTRK2	KRT19	MXRA5	DCN	CAV1	TNC	PRNP	JAG2	IGFBP5	ASS1	SLC1A3	THSD4	GLUL	KRT14	CLU	MEGF6	HSPA2	IFITM1	SFRP1	SLC7A2	LAMA5	SYNE2	ITGB4	APP	SOX6	IFITM3	SOCS3	NFIB	CLSTN1	NAP1L1	SLC7A1	CD81	JUNB	ATP1B3	NOP53	FTH1	GAS5	MIR205HG	NFIC	EIF4A2	ALDH3A2	EEF2	PDLIM1	RPL13A	SNHG29	EIF4B	FOS	EEF1A1	RPL13	HSP90AB1	RPL3	RACK1	RPL4	RPL5	FOSB	RPLP1	EEF1G	RPL10	RPS3	RPS6	RPS3A
BUSSLINGER_ESOPHAGEAL_PROLIFERATING_BASAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_ESOPHAGEAL_PROLIFERATING_BASAL_CELLS	KRT14	DST	ASS1	TOP2A	COL17A1	KRT15	SLC7A5	MKI67	GPNMB	CENPF	CAV1	STMN1	H4C3	ASPM	TUBB	TUBA1B	ITGA6	NUSAP1	HMGB2	RRM2	IL1R2	SLC7A1	LAMB3	MT2A	GPX4	PRC1	MCM7	KRT19	TK1	SMC4	IFITM3	H2AZ1	HOPX	PTMA	SLC3A2	SYNE2	CXCL14	TKT	CD81	NAP1L1	SNRPB	ARL6IP1	NUCKS1	FBL	HMGB1	HNRNPA2B1	ANP32B	HNRNPA1	ATP1B3	RPL13A	NCL	NFIC	KRT5	HNRNPC	EIF4B	EEF2	B2M	ENO1	RPS5	YBX1	RPL4	RPL5	DSC3	RPL18A	RPL15	RPS3	RPL10A	EEF1B2	RPL10	EEF1A1
BUSSLINGER_ESOPHAGEAL_EARLY_SUPRABASAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_ESOPHAGEAL_EARLY_SUPRABASAL_CELLS	MT2A	STMN1	CDK1	KRT5	H2AZ1	RRM2	HMGB2	TUBA1B	ASPM	PCNA	HMGB1	TOP2A	H4C3	PTMA	CCNB1	PRC1	H2AZ2	RRM1	TUBB	DUT	DEK	MKI67	CBX3	PTTG1	TMPO	CENPF	CSRP2	CALM2	SMC4	RAD21	HNRNPA1	PRKDC	HNRNPR	HNRNPF	DSC3	HSPD1	VSNL1	FBL	HNRNPA2B1	TRA2B	HNRNPC	NFIC	YBX1	RAN	SET	HNRNPAB	DDX21	CCT5	NCL	SRSF3	SLC7A1	KRT15	HES1	IMPA2	HNRNPD	SLC25A5	SYNCRIP	TKT	SYNE2	FOS	NPM1	NUCKS1	HMGN1	RPL13A	B2M	ATP5MC3	RPS6	RPL4	HSPA1A	ENO1	RPL5	HSP90AB1	RPL15	HSPA8	RPL14	RPL10A	EEF1A1	RPS3A	RPLP1
BUSSLINGER_ESOPHAGEAL_LATE_SUPRABASAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_ESOPHAGEAL_LATE_SUPRABASAL_CELLS	SPRR3	CRNN	MAL	KRT4	SERPINB3	CSTB	SPRR1A	S100A9	TGM3	SBSN	S100A8	SLURP1	KRT6C	CSTA	KRT6B	SERPINB1	SPINK5	LYNX1	SPRR2A	SLPI	MUC21	SPRR1B	RHCG	SERPINB4	CD24	TGM1	GJB2	KRT6A	IL1RN	A2ML1	C10orf99	ANXA1	IVL	MALL	CLIC3	SCEL	SPRR2D	CLCA4	SERPINB13	GSN	GPX3	KLK11	FAM3B	CEACAM6	MGLL	PDZK1IP1	LYPD3	CDKN2B	NCCRP1	ZNF185	SCD	FMO2	CXCL17	DMKN	CALML3	CYSRT1	KLK13	ENDOU	S100A16	RAB25	SH3BGRL3	CNN3	S100A10	C4orf3	CDA	TM7SF2	SORT1	DSC2	GRHL1	TXN	FGFBP1	HMGCS1	S100A14	PPL	NAGK	GBP6	DYNLT3	DSG1	RAB10	TENT5B	MAL2	KRT13	DHRS1	CYP2C18	CITED4	GLTP	ANXA2	NUCB2	ALDH3B2	ELL2	GUK1	CST3	CLDN4	PEPD	SOD2	PKP3	SERPINB2	PPDPF	TUBB6	GRN	SDC1	EZR	EVPL	S100A11	PERP	TMSB10	ALDH3A1	NDRG1	ACTB	RAB11A	TECR	CTNNBIP1	CES2	DSG3	CDKN1A	ALDH9A1	FAM162A	HSPB1	TMSB4X	P4HB	JUP	LY6D	CLTB	TSPO	ATP6V0C	TUBA1C	AQP3	NIBAN2	MPZL2	CAST	CRABP2	LGALS3	PKP1	DBI	EGR1	TRIM29	YWHAZ	DSP	AHNAK	ARPC2
BUSSLINGER_ESOPHAGEAL_DENDRITIC_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_ESOPHAGEAL_DENDRITIC_CELLS	CD74	HLA-DRA	HLA-DRB1	HLA-DPA1	HLA-DQB2	HLA-DPB1	FCGBP	HLA-DQB1	VIM	FCER1A	CD207	CD1A	HLA-DQA1	RGS1	S100B	LCP1	TYROBP	HLA-DRB5	RGS2	LAPTM5	LST1	CSF1R	RUNX3	CD4	NR4A2	ARHGDIB	NR4A3	CD83	TIMP1	CST3	SRGN	LTB	SPI1	PTGS2	HLA-DMB	ITGB2	ALOX5AP	ALOX5	HCK	LGALS1	S100A4	MYADM	LITAF	TMSB4X	PLAUR	GNAI2	ZNF331	HLA-DMA	SERPINF1	PTPRC	YWHAH	SERPINB9	CD1E	PRKCB	RASSF2	ARL4C	STK17B	SLC2A3	SLC29A1	GPR183	VASP	IL2RG	PKIB	CFP	COTL1	SLC12A7	CLEC5A	INSIG1	BASP1	CLEC10A	EVI2B	PXDC1	PARM1	ENG	CCDC88A	CTSS	ENTPD1	MS4A6A	C15orf48	NR4A1	YPEL5	GSN	PER1	PDE4A	SLA	SLC18A2	PEA15	AIF1	HLA-DRB6	CD1C	NFATC2	NDRG2	ITGAX	ADAM8	SKIL	DPYSL2	DUSP2	AXL	CKLF	CELF2	CHAD	IFI30	GLRX	FTH1	FGL2	ALCAM	RBPJ	MOB3A	CPVL	TBC1D4	MAP2K1	CTSH	CCND2	JAML	VOPP1	SH3KBP1	TXNIP	CYBB	MAP3K2	KDM6B	PTK2B	PAK1	TAMALIN	CD37	UCP2	ARPC1B	PLEK2	ATP2B1	HIP1	CXCL16	CMTM6	GNA15	LYN	CRIP1	CSF2RB	CD86	CNTRL	CD52	CACNA1G	ABCC3	RHOG	PLEK	NIBAN1	ANKRD44	IL1B	HLA-DOA	GRK3	RANBP2	FCGRT	CLDN1	PPT1	JUND	RAP1A	MPEG1	RGS10	INPP5D	EHBP1L1	TACC1	ADA2	ADCY7	CDYL	IER5	LSP1	FXYD5	ZMIZ1	TNFAIP3	MAN2B1	SEPTIN6	GNB1	CAMK1D	LMNA	DENND1B	FTL	RASSF5	PTP4A2	IL13RA1	TUBA1B	ACTB	ZFHX3	JUNB	TMEM14C	MAFF	RYBP	ZYX	CAP1	SYNGR2	CYRIB	GDI2	ATP6V0B	MAPRE1	RAB5C	CNN2	SGK1	SLC2A1	FOSB	ANXA5	NAP1L1	GPX1	PNRC1	MIDN	PTMS	CCNI	PFN1	MACROH2A1	ACTR2	BAIAP2	ZFP36	B2M	TMSB10	HLA-B	FOS	HSPA1A	SH3BGRL3	CFL1
BUSSLINGER_GASTRIC_CHIEF_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_CHIEF_CELLS	PGA5	LIPF	CHIA	PGC	ITIH5	UGT2B15	AZGP1	MT1G	GPER1	SOX4	XYLT2	NR2F2	IL33	ITLN1	IRX2	PDIA2	MT1X	MT2A	MT1F	TMED6	FMOD	FNDC3B	CDKN1C	PLIN5	SLC12A2	CXCL17	NEDD4L	GLUL	LINC00261	GPRC5C	TSC22D1	ELL2	PRDX4	LEPR	DCXR	APLP1	HMGCS2	METTL7A	XBP1	RPLP1	SEC62	ENAH	TMEM97	SSR4	PABPC4	ELAPOR1	CA9	IGFBP2	MECOM	IER2	CST3	FTH1	FTL	JUN	P4HB	EEF2
BUSSLINGER_GASTRIC_PREZYMOGENIC_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_PREZYMOGENIC_CELLS	MUC6	LIPF	NR2F2	LTF	FAM3D	PDIA2	SOX4	FUT9	PIGR	RGMB	XYLT2	SLC12A2	PIK3C2G	HMGCS2	THSD4	PTPRZ1	ANKRD50	ENAH	FOSB	SPDEF	PALM3	RHOBTB1	NFIB	EGR1	IL33	JUN	LINC00261	ARHGAP18	ADAM28	CDKN1C	MECOM	EPHB3	FOXP1	NFKBIZ	IER2	ZNF395	SLC4A4	PABPC4	GADD45B	ARSD	MAGI1	PLCB4	NBEAL1	FMOD	TCEA3	CXADR	GOLGB1	ERN2	PGC	ASPH	TTC3	METTL7A	APP	AKAP9	SEC62	CA9	FOS	ATF4	HDLBP	SRRM2
BUSSLINGER_GASTRIC_NECK_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_NECK_CELLS	MUC6	TFF2	GP2	AQP5	FMOD	GOLM1	ETV5	LYZ	FUT9	PPP1R1B	PGC	MMP1	SLC4A4	CLU	A4GNT	COL11A2	NR4A1	C6orf58	DYNC2H1	C16orf89	MSMB	PDIA2	KCNN4	SLC12A2	RGMB	ERGIC1	ERN2	PIK3C2G	RRBP1	CST3	CREB3L1	NOP53	HDLBP	EGR1	PIGR	CD24
BUSSLINGER_GASTRIC_PPP1R1B_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_PPP1R1B_POSITIVE_CELLS	LYZ	ADH1C	GATM	KCNE3	FOSB	GOLM1	SOCS3	PPP1R1B	ATF3	RPS21	TACSTD2	RPS2	RPLP0	RPL36	RPL32	RPL29	RPS18	RPL37	ELF3	ADIRF	RPS8	RPS28	RPL39	RPS6	CLU	RPL12	SDC4	IMPDH2	TMPRSS2	RPL37A	IMPA2	MLPH	FOS	RPL18A	RPS3A	SNHG29	HNRNPA1	PIGR	EPS8L3	RPL10A	ADD3	GPX2	RPL7A	RPS10	RPL41	ABCC3	RPS24	RPL23A	RPS23	RPS19	CXCL17	SULT1C2	NPM1	RPL9	EEF1B2	RPL14	RPLP2	MARCKSL1	RPS3	EPCAM	RPL13A	RPL18	RPS4X	SOX9	RPS9	RPL13	RPL31	RPS5	IER3	TUBA1B	EEF1A1	RPL17	SERBP1	RPS29	PABPC1	PTPRF	RPS16	RPL8	LGALS3	EEF1G	RPL11	EEF2	JUN	RPL28	SAT1	RPL19	RPL35A	RPS13	RPL30	RPL3	RPL27A	RPS12	RPS20	CTSE	RPL4	TM9SF3	RPL5	DGKD	PTMA	RPS14	ALDH3A1	RPS15A	RACK1	PPIA	RPL26	RPL22	RPL35	RPS15	RPS27	RPL23	RPL27	EGR1	SPINT2	RPL15	RPS27A	RPL34	HSP90AB1	CALM2	RPL7	TSPAN8	GSTP1
BUSSLINGER_GASTRIC_ISTHMUS_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_ISTHMUS_CELLS	MUCL3	S100A14	KRT8	CRIP1	KRT19	TFF1	NMU	NKX6-2	FER1L6	AGR2	SFN	MKI67	S100A6	HSPB1	CENPF	SYTL2	CAPN8	TOP2A	TAGLN2	IL1R2	SDF2L1	PKP3	CCND1	AKR1B10	JPT1	GPX2	FOXQ1	GSTP1	KRT18	CES2	TRNP1	FABP5	ACTN4	CLIC1	BCAS1	HSPA5	TUBA1C	MGST3	MGLL	S100P	LMNA	LIMA1	REG4	TSPAN1	CAST	TUBA1B	KLF2	IL1RN	SULT1C2	LDLR	MANF	RNU4ATAC	SPINK5	ARL6IP1	CLTB	CLDN18	S100A16	TPM4	CENPE	ANO1	SNRPF	LGALS4	AC008397.1	S100A10	GSN	RAC1	MYH14	HMGB1	DBI	TPM1	FLNB	TK1	SLC7A8	TMPRSS4	PDIA4	EFNB2	LINC01133	CALM2	ZBTB7C	H2AZ1	JUP	CYP3A5	AHNAK	TKT	LGALS3	SMC4	NQO1	AKR1C3	VSIG1	PLP2	CALR	ALDH3A1	TSPAN15	ASPM	CYP2S1	HSP90B1	CYP2C18	TSPAN3	FCGBP	TXNRD1	CYP1B1	PHLDA2	PRDX1	DHFR	YWHAH	AGR3	PLA2G10	LAD1	TENT5A	TPX2	MYO5C	RASSF6	AKAP1	BLVRB	ITGB4	FAM177B	RRBP1	KLF4	RASEF	TLN2	EIF3J	HYOU1	CTNNA1	UGDH	MAPK3	LMO7	REP15	HNRNPAB	PTMA	MCU	TLCD2	S100A11	GALE	PLEK2	LARP1B	PHACTR2	ID1	CYP51A1	FAM120A	KDELR1	LAMB3	PDIA6	SLC9A1	TACC3	EIF2S2	PERP	UBE2C	ANXA10	KCNE3	CAPN5	ABCC3	LAMA3	TTC39A	EZR	TST	MYO1A	TFCP2L1	TOP1	HDGF	SLC44A1	TXN	CRELD2	IBTK	CTSE	ABLIM1	ASAP2	CFL1	SEC61G	HSP90AA1	SCD	MAL2	SERPINB5	CYP4F12	ELOVL6	EIF4G1	ALDH3A2	ENO1	ME1	CMBL	SLC16A1	SEC61A1	HPGD	EBP	PALLD	CKS2	PRC1	ARPC1A	GKN2	HNRNPM	SDC1	EIF4E2	MTDH	MLEC	EDEM3	TMEM54	LPCAT4	GOLGA4	MISP	PLEC	CCNB1	MRPL14	ANXA2	NR2F6	TSPO	ITGA6	SYK	KLF3	NDUFS6	CBR1	PLLP	EI24	GIPC1	NUSAP1	MLPH	SMPD3	MGST2	EPS8L3	PTTG1	DDX21	TESC	CDS1	ARHGDIA	PPFIBP1	VMP1	YWHAB	NANS	MYDGF	HMGB2	EFHD2	HMGCS1	FBLIM1	GALNT6	SNRPG	DSP	PSMA4	SNRPD1	ETNK1	MYOF	GARS1	SPINK1	STMN1	PTTG1IP	RAB27B	VPS35	ALDH2	MARCKS	MICU1	RETSAT	GNA11	HES1	MVD	U2AF1	KIF1C	PSMA7	ELF3	SLTM	OSBPL7	TACSTD2	CENPV	H2AJ	FMN1	INF2	ATP2A3	ACTG1	PSMD7	ADAM15	NIBAN2	CAPNS1	H4C3	SERPINB1	CAPG	TUBB4B	CSTB	VILL	PYCR1	LFNG	PAQR8	ATP5IF1	GMDS	PFN1	SF3B5	FASN	SGSM3	RPN1	TIMP1	NOP56	FERMT1	BHLHE40	PPARG	PSD3	TCERG1	NCL	GAPDH	SEMA3B	FOXA2	GADD45A	MUC1	CLMN	RPN2	PLXNA2	CORO2A	SMIM14	RHOA	DNAJB11	SH3RF1	SLC44A2	USH1C	SLC39A11	SLK	PRKCD	NUCKS1	ENSA	FHL2	B4GALT1	MVP	KDELR2	P4HB	ATP8B1	RAB3D	CD151	IER3	KHSRP	TCEAL9	TALDO1	CYC1	EIF5B	DHCR24	FBP1	MACROH2A1	ACIN1	EIF6	PPM1G	TMED9	RBM3	CD63	TCF7L2	FKBP2	CCT5	GNL3	MESD	MYL6	MIA3	HSPH1	DST	NET1	SEC63	KDELR3	PTPRF	EIF3A	ADH1C	TM9SF3	HSPD1	COX8A	SRSF3	BCAP31	MRPS35	ITPR3	BAZ1A	YWHAZ	VASP	GSTO1	RALBP1	GNB2	RAN	ETFB	GFUS	PTBP1	FXYD3	ATP5ME	ZBTB7A	ATP1A1	ARF1	DDX18	SRSF1	LMAN2	AP2B1	BACE2	ESRP1	CCDC25	VCP	CKAP4	SEM1	DNM2	POMP	KLF5	CDC42EP5	PRPF38B	KIAA1522	LLGL2	RAB11FIP1	CHCHD2	TRIM2	PSMD11	PTGES3	SNRPB	EPCAM	CTTN	SDC4	PLEKHA6	ARF5	TES	ARHGAP21	KIF5B	RPL36AL	CALM3	DYNLL1	TUBB	MIDN	PABPC1	PPIA	WASF2	MYO10	CDC37	SRRM1	AP1M2	SPTBN1	CREB3L1	SYNGR2	CAPZB	RAB2A	TMSB10	RBM47	PEBP1	HNRNPF	PDLIM1	AUP1	NCOR1	ITGB1	SPINT2	YBX1	SERF2	CAP1	TMED2	NFIC	LASP1	ARPC2	NFE2L2	LARP1	CDH1	RBM25	SERBP1	COX6B1	TSPAN8	CA2	ADD3	HNRNPA2B1	ACTR2	LRRFIP1	CANX	TMSB4X	LMO4	HSP90AB1	TPM3	RPL35	HDLBP	PPDPF	RPS8	RPS24
BUSSLINGER_GASTRIC_METALLOTHIONEIN_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_METALLOTHIONEIN_CELLS	MT1G	MT1X	MT2A	SPINK1	ALDH3A1	MT1E	SOSTDC1	FABP5	CA2	CA9	AADAC	TSPAN8	MT1H	ALB	MSMB	NDRG1	TFF2	SLC44A2	TSPO	SMIM24	PSCA	CARNS1	RPL36A	NQO1	ETHE1	PLXNB2	PLLP	TMEM238L	S100P	GSN	RPS21	CAPN9	CTSE	KRT19	SNHG29	CYSTM1	ADIPOR2	AKR1C3	RPS10	QSOX1	PPDPF	STARD10	ID1	SLC9A1	HPGD	RAB27B	VSIG2	LAD1	RNASE1	MGST3	MAL2	TRNP1	TMPRSS2	MARCKS	METTL7A	GALE	ATP5MPL	ADH1C	RPLP2	SH3BGRL2	MUC1	HNRNPAB	AKR1B10	GSTP1	LMO4	IQGAP2	PABPC4	PRDX1	COX5B	SELENBP1	GRN	ABCC3	IFI27	CSTB	RPL27A	VSIG1	IGFBP2	ANXA10	COX4I1	ATP5PO	HNRNPC	TAGLN2	ACTB	KRT8	RPL29	CTSD	RPS28	AGR2	RPL8	ALDH1A1	SULT1C2	RPLP0	FXYD3	LGALS3	CLIC1	RPL28	TM9SF3	P4HB	CLDN18	RPS3
BUSSLINGER_GASTRIC_IMMATURE_PIT_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_IMMATURE_PIT_CELLS	GKN2	TFF1	MUCL3	GKN1	PHGR1	AKR1B10	FCGBP	KRT19	S100P	IL1R2	LGALS4	REG4	KRT8	SULT1C2	GPX2	CAPN8	DSC2	CCND1	GSN	TAGLN2	CES2	AKR1C3	CA2	HPGD	LINC01133	RNASE1	SYTL2	BCAS1	S100A6	JPT1	S100A14	CRIP1	IFI27	S100A11	AKR1C2	SPTSSB	CYP2S1	VILL	ALDH3A1	TSPAN1	TST	REP15	CEACAM5	NQO1	CYP3A5	SLC5A5	CTSE	AKR1C1	PLA2G10	FSIP2	ABCC5	DDX60	TPM4	MGST3	AGR2	ID1	CYP2C18	LGALS9C	SLC9A1	SOSTDC1	PLAC8	CAPN9	HSPB1	ALDH3A2	MAPK3	SLC7A8	TESC	ANG	ANXA10	ZBTB7C	RALA	FXYD3	TFF2	GSTP1	ACTN4	SLC44A1	FOXQ1	VSIG1	IL1RN	FA2H	UGDH	AHNAK	LGALS3	RASSF6	PSCA	PTGR1	FBLIM1	ARPC1A	CALM2	TCF7L2	ITGB4	CMBL	TACSTD2	EFNB2	CBR1	ABLIM1	LMO7	TCEAL9	TENT5A	CLDN18	CAPG	PLXNB2	SPINK1	FHL2	JUP	TMEM54	S100A16	MGLL	CFL1	EFHD2	SMPD3	CSTB	BLVRB	SFN	FLNB	VSIG2	RAB27B	CAPN5	KRT18	PRDX1	RBM47	TSPAN3	ABHD2	MANF	GALNT6	ABCC3	TPM1	TRNP1	CLTB	KLF4	CTNNA1	SLC44A2	GALE	ALDH2	KLF3	CAST	ACTB	NET1	CLIC1	CD2AP	PERP	VAMP8	SH3BGRL2	TXN	FOXA2	RAB27A	DYNLL1	SPINT2	PFN1	ETNK1	MAL2	LMNA	RAC1	CD63	YWHAZ	RHOA	TSPAN8	MUC1	KDELR2	ACTG1	TMSB4X	COX8A	SH3BGRL3	CYSTM1	FAM120A
BUSSLINGER_GASTRIC_MATURE_PIT_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_MATURE_PIT_CELLS	GKN1	GKN2	PHGR1	IFI27	TFF1	SLC5A5	CEACAM5	PSAPL1	KRT20	RNASE1	DSC2	S100P	SPTSSB	PLAAT2	PSCA	FCGBP	LGALS4	LINC01133	MAL	GSN	CYP2S1	LGALS9C	DDX60	CAPN8	MUCL3	VILL	IGFBP4	CES2	TFF2	PLAC8	CYP2C18	CA2	HPGD	SYTL2	RASEF	SLPI	S100A6	IL1R2	AKR1B10	KRT19	BCAS1	OAS1	CTSE	ABCC5	SECTM1	CLTB	KRT8	TSPAN1	TAGLN2	SOSTDC1	LMO7	CYP3A5	FA2H	AKR1C1	COL17A1	NEAT1	MXD1	PPIF	KCNK1	SPATS2L	SLC7A8	AKR1C3	SLC9A1	MGLL	CBR1	ITPR3	ARHGEF2	FXYD3	UNC5B-AS1	FOXQ1	KLF4	RHOC	KLF2	REP15	BASP1	ABLIM1	FAM102A	VASP	GALE	PKIB	FHL2	TST	TMEM54	ALDOC	VSIG1	JPT1	PAQR8	MYH14	LINC01559	CLDN18	EPS8L1	MX2	DUOX2	TPM4	VSIG2	MUC1	S100A11	MAPK3	POLD4	IFI6	C15orf48	SPIRE2	PLA2G10	ZBTB7C	CSTA	ANG	LAMB3	AKR1C2	GPX2	RIOK3	NET1	PLXNB2	ARL14	EFHD2	ACTN4	CTNNBL1	PRR15	IL1RN	TENT5A	TSKU	CAPN9	SNX9	H1-0	EHBP1L1	FAM177B	PNPLA2	CFL1	TNFRSF21	HSPB1	TCEAL9	UNC5B	RDH13	VEGFA	JUP	VAMP8	SMIM22	RIPK4	GSTP1	ATP2A3	SYNJ2	CD59	MT2A	EFNB2	PRKCD	CRIP1	TESC	STK24	CCND1	FOXA3	LRP10	SPINK1	FLNB	ABHD2	SPINT1	TCF7L2	NAPEPLD	EPS8L3	RAC1	CAPN5	CD151	SGSM3	MIDN	YWHAH	FCGRT	HACD3	CREB3L1	SMIM14	DSG2	TSPAN3	ID1	AHNAK	OCLN	RBM47	RNF128	NQO1	FOXA2	SCNN1A	TACSTD2	DNM2	PGRMC2	ESRP1	IBTK	HES1	RAB27A	PCSK7	KLF3	S100A14	MGST3	LMNA	DYNLL1	SH3BGRL3	HIGD1A	ANXA10	CD63	ARPC1A	EZR	CTNNA1	MT1G	MLPH	MYL12B	DHRS7	MYL12A	PTTG1IP	CD164	SLC44A2	MARCKS	EPN1	ALDH2	TUBA1C	SULT1C2	ABCC3	MAL2	ETNK1	CYSTM1	SPINT2	LGALS3	YWHAZ	ALDH3A1	MYL6	TMSB4X	ACTB	ELF3	TSPAN8	ARPC2
BUSSLINGER_GASTRIC_PARIETAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_PARIETAL_CELLS	CBLIF	ATP4A	ATP4B	CLIC6	ALDOB	CKB	MFSD4A	ETNPPL	ESRRG	IDH2	GPR155	KCNE2	SLC25A4	GUCA2B	LDHB	RAP1GAP	MDH1	SLC25A5	ALDH1A1	ATP5MC3	TCN1	PSCA	G0S2	GOT1	ATP5F1A	SLC4A2	FGB	PP7080	CPA2	CYCS	DRD5	NDUFA4	UQCRQ	RAB11FIP2	KCNQ1	FTH1	COX7A2	ATP5F1B	GABARAPL1	TPD52L1	AKR7A3	ATP1B1	GHITM	MPC1	COX5A	PRDM16-DT	ATP5MC1	PXMP2	SLC25A3	UQCRFS1	ARRDC4	REXO2	GLUL	KIAA1191	NDUFA5	OXCT1	NFE2L2	ATP5PF	COX6A1	ISCU	CCKBR	FAM162A	MICALL1	STX12	TRIM50	ATP5PB	SLC9A3R1	ATP5F1C	EZR	MRPL41	PDHA1	SGK1	COX7B	TMEM70	COX5B	ATP5MD	BOLA3	IGFBP5	LIFR	ECI2	RBPMS2	AHCYL2	ACAT1	PPP2R3A	PLEKHB2	PTGER3	MPC2	CHCHD10	FTL	MTURN	FGA	DLD	EIF5A2	ATP5PD	NDUFB2	FGD4	SDHB	COX6C	IGFBP2	SLC2A12	FNDC5	CKMT2	COX7C	ATP5MG	COA3	UQCRC1	NDUFB9	NDUFB10	COX6B1	NNT	NDUFS1	SMIM11A	NDUFAB1	SLC16A7	NDUFA1	CYC1	NDUFA6	NDUFS2	HADHB	DNER	COX8A	DUSP4	MYO19	NDUFA8	SIGLEC11	DUSP19	FAM107B	TMEM171	DECR1	KCNJ16	CNTD1	LINC00671	GRIA4	CYFIP2	PRDX2	MRPL34	HOPX	MICOS10	MPP7	RAP1GAP2	BCKDHB	VEGFB	C1orf116	DBT	WIPF3	AQP4	NDUFB3	SYNJ2BP	SULT2A1	UQCRC2	ALAD	ATP5PO	ETFRF1	GBGT1	PRDX5	HPCAL1	NDUFA9	GPC3	CS	PDGFD	NDUFV2	LRIG1	GSTA1	ITIH5	APLP1	UQCR10	TPM2	RAB4A	CPEB4	PINK1	NDUFB8	GMPR	GOT2	ODAM	GPT2	NECAB3	SIK2	UQCRB	AUH	ATP5F1D	FGG	NDUFA7	NDUFB5	PHLDA1	PDHB	ATP6V1H	PRKACB	FILIP1L	INSIG1	COX17	AK3	SUCLG1	ME3	TBCA	AIFM1	NCKAP1	SOD1	NDUFS8	GLOD4	NDUFS4	NDUFS3	FH	DHRS7	TM7SF2	PBXIP1	ATP5ME	ATP5MF	PDHX	SDHC	NDUFB4	TMEM141	ACADM	CD59	YBX1	NDUFV1	TXNDC17	UQCR11	NDUFA10	PAFAH2	ATP5MPL	PSAP	UBL3	CYSTM1	PRDX3	CHPT1	NDUFC1	COX4I1	COX7A2L	AKR7L	GPRC5C	HSPA9	NDUFB7	MGAT4B	ECHS1	MDH2	PPP2R5A	SERF2	PKM	CMTM4	PPIF	VDAC2	DCXR	HIGD1A	WBP2	PRKAR1A	SUCLG2	CHIA	CHP1	VDAC1	ACADVL	CALM1	GAPDH	CHCHD2	TMBIM6
BUSSLINGER_GASTRIC_LYZ_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_LYZ_POSITIVE_CELLS	LYZ	C6orf58	REG1A	AQP5	FMOD	CLU	PGC	GOLM1	PPP1R1B	TFF2	MUC6	C16orf89	FUT9	ETV5	SOX9	NR4A1	GP2	MMP1	CDCA7	PKDCC	ANKRD22	ADIRF	SLPI	CST3	CD24	ZDHHC9	TM4SF1	SPDEF	SEZ6L2	RPL29	RPL31	ELAPOR1	MSMB	ADH1C	RPLP0	RPL37	RPL37A	RPL39	RPL13	FAM3B	RPL13AP3	RPL41	RPL17	CREB3L1	RPL19	RPL23	RPS2	RPS6	ATP6V1G1	FNDC3B	RPL15	ANXA5	EGR1	ERGIC1	RPS21	RPS10	EEF1B2	RPL11	RPL12	RPL32	RPL10A	RPS23	EEF1G	RPL3	RPL30	RPL35A	RPS5	CD81	RPL36	RPS18	SLC12A2	PIGR	RPL23A	RPS3A	NOP53	RPL18	EEF2	AGR2	RPS9	RPS27	RPL7	RPL5	RPL7A	PABPC1	TM9SF3	TPT1	RPL14	EEF1A1	GLUL	CXCL17	FOS	RPL10	RPL18A	RPS15	RPL26	RPS28	RPS12	RPS7	RPL34	RPS3	RACK1	RPS4X	RPL35	RPS13	RPS8	RPS14	RPS15A	RPL28	RPL6	RPS20	RPL9
BUSSLINGER_GASTRIC_REG3A_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_REG3A_POSITIVE_CELLS	REG3A	HLA-DRA	CD74	HLA-DPA1	HLA-DRB1	HLA-DQA1	LTF	LCN2	UBD	RGS5	HLA-DPB1	HLA-DQB1	BIRC3	PIGR	DUOX2	REG1A	TYROBP	CXCL11	IFI30	HLA-DMA	CXCL9	VNN2	CXCL10	IFITM3	STAT1	CXCL2	FAM3D	CXCL3	SOD2	IFI27	WARS1	SAT1	SULT1C2	HLA-B	PSME2	KCNE3	ALDH2	B2M	HLA-A	ID1	TMSB10	CD24	ANXA10	HSPA8
BUSSLINGER_GASTRIC_D_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_D_CELLS	SST	ISL1	PCSK1N	TPPP3	TM4SF4	IGFBP5	TTR	DEPP1	ERO1B	CEP126	MAP1B	CAMK2B	PAX6	CELF4	NEUROD1	SCG5	SHISAL2B	TMEM176B	PCSK2	CADM1	MS4A8	KCTD12	CHGB	TTN	NR4A1	ARFGEF3	SEC11C	EGR1
BUSSLINGER_GASTRIC_G_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_G_CELLS	GAST	TFF3	PCSK1N	PAX6	ERO1B	CHGB	CPE	SCG5	CES1	PCSK2	SHISAL2B	PDK3	PAM	CACNA1A	SCGB2A1	INSM1	ARX	HAP1	MAP1B	MS4A8	CLTRN	DDC	KCTD12	ACVR1C	PDK4	DIRAS3	TM4SF4	MLXIPL	SUCNR1	IDH1	SCG3	SCGN	C12orf75	MAN1A1	SSTR2	SCG2	ISL1	SYT7	CADPS	NEUROD1	PCLO	RAB3B	QPCT	SLC7A1	LRP4	PDE8B	DST	DEPP1	PEMT	NKX2-2	PBX3	CXXC4	RFX6	TM4SF5	RAB26	MDK	SEC11C	SLC40A1	KIF1A	TIMP1	CD36	FEV	NOL4	KLB	PCSK1	CAMK2N1	DTNA	HIGD1A	ARFGEF3	MEIS2	PFN2	SAMD5	PLXNA2	ABCB10	SORL1	NAV1	PRKACB	ANK3	SORBS2	MAST4	TMEM176B	SELENOW	GNAI2	PDLIM5	ABCA5	CMIP	BTG2	HLA-A	TPD52	VAMP2	DSP	BPTF	FKBP2	SSR4	FXYD3	MARCKS	SPINT2	EGR1
BUSSLINGER_GASTRIC_X_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_X_CELLS	GHRL	ACSL1	TM4SF4	TTR	DEPP1	GC	SERPINA1	SPRN	APOA1	NEUROD1	SCGN	CFC1	RIMBP2	RBP1	KCTD12	CPE	CAMK2B	VSTM2L	PDE8B	GPX3	A1CF	RFX6	IL20RA	HEPACAM2	LY6H	PTPRN	PCSK1N	SRRM4	VWA5B2	NKX2-2	TMEM176B	PROX1	CITED4	FAR2P2	LRATD1	ARX	WNK3	FGF14	SYT4	CXXC4	WSB1	TP53I13	TEAD1	SERPINB6	NSG2	EGR1	SNAP25	PPP1R1A	INA	KIF5C	REV3L	STMN2	QDPR	VTN	GK5	BEX1	S100A1	SPATS2L	LINC00261	RHOBTB3	ARFGEF3	ENPP1	SCG3	BHMT	SYT7	MMRN1	CLU	MS4A8	CPLX2	KIF1A	RIMS2	PFN2	RAPGEF4	FAR2P1	CALD1	NNMT	CEP126	PBX1	CNGA3	PCSK1	NIPSNAP1	PCLO	KCNH2	C12orf75	PCBP4	KCNMA1	IGFBP5	RASA4	MAFB	IRX2	MAP1B	CACNA1A	UCP2	SOX6	KCNJ3	GNAO1	NEURL1	BEX3	RAB26	CBX6	OLFML3	TMEM176A	MDK	DSP	PDE2A	GPR160	GRIA2	CMTM8	ABCC8	GNAI2	MAP2	PAPSS2	IGDCC3	TUBA1A	FBXL16	NAV1	BACE1	MLXIPL	CALY	APBB1	ST18	ZKSCAN1	LRRFIP1	BAIAP3	BAZ2B	SMARCA2	MSLN	AP1AR	ISYNA1	ADARB1	FAM210B	USH1C	CRY2	APPL2	HOOK3	MAOB	ASS1	ATF3	PHIP	ARFGAP3	SLC22A17	DST	DUSP1	PBX3	JUN	CHD7	VAMP2	ARRDC4	CHGB	CALM1	GCC2	GUSBP14	TNRC6A	SORBS2	RTN4	HPN	NISCH	KIF13B	IDS	PBXIP1	ANXA7	MT1F	SEZ6L2	ATN1	PTOV1	KAT6B	FOS	ASAH1	NR2F2	BTG2	DDX24	PRKAR1A	LPP	PNRC1	IRF2BP2	CCNI	PKM	IER2	FLNB	JUNB	AKAP9	CIRBP	SSR4	VPS13C	DDX5	H3-3B	ALDH1A1	JUND	PSAP	HLA-C	EIF4G2
BUSSLINGER_GASTRIC_TUFT_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_TUFT_CELLS	SH2D6	SPINK5	IRAG2	TRPM5	SOX4	AVIL	AOC1	PTPN18	ATP2A3	DDAH2	AZGP1	RASSF6
BUSSLINGER_GASTRIC_OXYNTIC_ENTEROCHROMAFFIN_LIKE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_OXYNTIC_ENTEROCHROMAFFIN_LIKE_CELLS	HDC	CHGA	CGA	MAOB	SLC18A2	PTF1A	SCG2	GPX3	GFRA3	SCG3	RBPJL	PAM	KCTD12	KLK11	UCP2	MS4A8	CHGB	CPE	CDHR3	PAPPA2	PCSK1	ERP27	VGF	PRSS1	AZGP1	QDPR	RAB3B	ALDH1A1	KIF1A	ABCC8	CLPS	CAMK2B	C4orf48	PTPRN	PDZRN3	PROX1	BEX1	ERO1B	SERPINA1	ANK2	SMOC2	ACSL1	CCKBR	CPLX2	OR51E1	REV3L	DEPP1	GCNT2	ECE1	RIMS2	CAVIN3	APLP1	DPP6	SMOC1	HEPACAM2	ITGBL1	SCG5	DNASE1	PCSK1N	CMIP	TEAD1	LEFTY1	LINC00261	WFDC2	GPR160	FGF14	RUNX1T1	DNER	SEC11C	GC	ARRDC4	ARFGEF3	PCLO	FKBP2	BEX3	IFI6	SEZ6L2	SSR4	VAMP2	SERPINB6	YWHAQ	SOX4	EPCAM	SEC62	CALM1
BUSSLINGER_GASTRIC_ANTRAL_ECS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_ANTRAL_ECS	PCSK1N	DDC	CACNA1A	PAX6	RASD1	MEG3	SCG2	C6orf58	CPE	MS4A8	SCG5	GC
BUSSLINGER_GASTRIC_IMMUNE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_GASTRIC_IMMUNE_CELLS	CCL5	CD2	PTPRC	LCP1	VIM	FYB1	ARHGDIB	RAC2	SRGN	LAPTM5	CD8A	STK17B	RGS1	CD3E	CD52	IL32	S100A4	PTPRCAP	CD53	IL7R	CELF2	TNFAIP3	KLRB1	CXCR4	ITGAL	CD69	IFITM1	RESF1	CD3D	CCL4	ETS1	SPOCK2	IKZF3	IL2RG	GZMA	RUNX3	IKZF1	ARL4C	JCHAIN	WIPF1	CD7	EVL	HCST	HLA-C	LCK	FNBP1	IFITM2	ZNF683	PPP1R18	IL2RB	BCL11B	CD48	MBNL1	GIMAP7	ID2	TPSB2	CXCR6	AKNA	CD44	SLA	PREX1	MSN	GZMB	CPA3	B2M	ANXA1	HLA-B	ALOX5AP	CD96	PARP8	CKLF	ITGA1	FKBP5	ITGAE	LCP2	CLEC2D	NKG7	JAML	HLA-E	TSC22D3	TMC8	FYN	PIP4K2A	ANKRD44	ITGB2	CD8B	NLRC3	CCND2	HCLS1	STOM	LTB	CD84	FLNA	PAG1	IFI16	LAT	PRF1	TBC1D10C	ARHGAP30	MIAT	STK17A	CD37	EVI2B	ACAP1	PRKCH	CORO1A	EMB	CYFIP2	SEPTIN6	RASAL3	ARHGAP9	RORA	CTSW	HLA-F	PIK3IP1	CCR5	RASSF5	CD6	CST7	NFATC2	GNAI2	DOCK10	SH3BGRL3	PTPN22	THEMIS	DOCK8	SASH3	PDE7A	NR3C1	TNFRSF1B	LSP1	MS4A2	SH3KBP1	HLA-A	MACF1	SLC38A1	ARAP2	LPXN	INPP5D	APOBEC3G	ARPC1B	GMFG	APBB1IP	ITM2A	SEMA4D	IL16	GVINP1	PTGER4	ZC3HAV1	CXCL13	GPR171	CD3G	LBH	IDS	FMNL1	PRKCB	DGKA	SLC2A3	PTPN7	ARHGAP45	SAMSN1	ITGA4	SIT1	RPS6KA3	GATA3	WAS	STK4	GNG2	TRAF3IP3	PRDM1	GLS	DDIT4	KLF6	SEPTIN1	EMP3	CXCR3	CD247	MYO5A	MYCBP2	KMT2A	SCML4	CDC42SE2	ARHGAP25	ATP2B4	RASGRP1	LPIN1	SYNE1	MYO1F	MAF	GIMAP4	SARAF	ADGRE5	NFATC3	KIT	CLEC2B	SLFN5	RNF213	PLEKHF1	RAPGEF6	HOPX	ITGB7	RBPJ	IFNG	SELPLG	SLAMF7	RGS10	ARL6IP5	ZYX	GIMAP6	ANXA6	CD4	PNRC1	PIK3CD	STK10	TLN1	ARHGEF3	GIMAP1	GBP5	STAT4	NIN	SETX	SMCHD1	GNLY	WNK1	CYLD	HERC1	CMTM3	NIBAN1	TACC1	FXYD5	JAK3	ADCY7	LIMD2	LINC02591	RGCC	CDC42EP3	CCND3	RPS27	KLRC1	ATM	MYH9	ARHGEF6	PCNX1	JAK1	EVI2A	ARHGAP4	RHOH	RBMS1	ITM2C	SEPTIN7	GPSM3	DUSP1	BIN2	KCNAB2	TMC6	PPP1R16B	SIRPG	GZMH	SEPTIN9	OSBPL8	ICAM3	HECA	BTG1	SYNRG	RGS2	DUSP2	PLAAT4	POU2F2	MAP4K1	TXNIP	ABI3	KLF13	NR4A2	DOCK2	ZFP36L1	SKAP1	MCL1	OGA	PHTF2	C9orf78	TRIM22	RAP1B	IQGAP1	ITK	RPS29	MOB3A	INPP4A	MYO9B	CNOT6L	DENND2D	CNTRL	PRKCQ	LEPROTL1	RBL2	SLAMF6	DEF6	BTN3A2	UTRN	SPN	FOXO1	FASLG	PLEKHA2	ARHGEF1	CYTIP	YPEL5	TAPBP	IPCEF1	CYTH4	SH3BP1	IL10RA	RCSD1	MGAT4A	UBASH3A	RPS15A	CCDC69	SYTL3	DDX5	FGD3	FAM78A	ZAP70	GYG1	CAP1	GLIPR1	PDCD1	GYPC	MYL12A	SLA2	SAMD9	PSTPIP1	ZFP36L2	BCL2	SAMD9L	TGFBR2	SUN2	NCKAP1L	LY9	PRKACB	PSME1	GLCCI1	CD101	PPP1R12A	NLRC5	NAP1L1	ROCK1	MDFIC	REST	MYO1G	RFLNB	STAT1	PSMB9	PELO	DOCK11	LDLRAD4	GPR65	PITPNC1	KLRD1	OGT	BIRC6	SH2D3C	PTK2B	PDE4B	BUB3	SLF1	MBP	TERF2IP	AUTS2	TNF	CARD11	SP110	PRNP	SMG1	ST8SIA4	ABRACL	ZFP36	CYRIB	MLLT6	ELOVL5	ADAR	RAB8B	ATRX	ESYT1	PRDM2	ARRB2	DENND1C	TMSB4X	PHC3	STING1	NUP210	SH2D1A	RNF125	ACTR2	SMURF2	PLCB2	ACTB	SLC4A7	CSF1	RAP1A	LAIR1	RNF166	SOS1	VAV1	DENND1B	TPSAB1	KDM5A	CD5	TAGAP	AOAH	ZBTB38	CERK	MAT2B	TBC1D2B	PPP2R5C	FLI1	ADAM8	AAK1	CNN2	SF3B1	PLEKHO1	PAIP2	ATF7IP	ATP8B2	PDCD4	TNRC6C	ACTR3	TTC39C	KMT2E	PPM1K	RNF44	SNTB2	IRF1	TTN	RGS19	PGGHG	SUSD3	SFMBT2	CARD8	GIMAP2	GZMK	RAPGEF1	ABHD17A	WDR26	ATXN7	PCM1	LGALS1	SH2D2A	CDV3	IL27RA	TANK	SPATA13	TRAF5	ARHGAP15	HELZ	SMAP2	ARF6	TNFSF12	PSD4	PVRIG	SLC9A3R1	PTPN4	CHST12	CBLB	F2R	EML4	ZC3H6	VPS13C	CRTAM	MFNG	TOP2B	APOBEC3C	GZMM	TGFB1	GNA13	MAN1A1	ANTXR2	GPRIN3	LINC00674	TRAF1	RNF19A	DOK2	PGK1	TGFBR1	PARVG	ST3GAL1	ASXL2	CEP350	SLC5A3	CCDC88C	KLF12	CD244	TIGIT	UCP2	C16orf54	CRLF3	CLDND1	RPS27A	MATR3	FERMT3	ATP8A1	TPT1	SACS	KAT2B	TSPAN14	ST3GAL5	LRRN3	TASOR	KIF21B	BIN1	SRSF7	PSIP1	TNFAIP8	PLXDC1	SLAMF1	FMNL3	LAG3	NLRP1	FKBP11	CSK	CHST11	PHF20	DDX3Y	CIDEB	FCMR	COTL1	JADE2	RPS25	ERAP2	XRN1	MBD2	ZNF831	TNRC6B	MVB12B	TPM3	PTPN6	STIM2	GATA2	JUNB	TAF7	ZNF800	CCSER2	ATXN1	CITED2	WDR82	NFAT5	ZEB2	HTR7	KAT6A	ABCB1	CLK1	GFI1	C21orf91	RPS19	DIAPH1	SACM1L	SCAF11	FAM214A	UBE2L6	CTLA4	NOTCH1	UNC13D	TAOK1	ARID4A	TSC22D4	ELF1	IER5	RPL30	SP140	RHOG	DAZAP2	NUP153	ARID5A	PIM1	ACAP2	HCP5	CRYBG1	GRK2	USP20	JMJD1C	ARPC5	ZNF292	TNFRSF25	GLIPR2	CD27	TCF7	MAP7D1	WWC3	MYBL1	TMED5	ZEB1	PCBP1	ATXN2L	BST2	TOR1AIP1	BOD1L1	ATP1B3	OXNAD1	PCNP	CAPZA1	SHISA5	SIPA1	TSEN54	PHIP	PIKFYVE	CAB39	PFN1	CBL	ASB2	IL18R1	NFKBIA	PIK3R1	OSTF1	C4orf3	TAP2	ICOS	SLC7A5P2	HERPUD2	TRG-AS1	CDKN1B	MYLIP	TESPA1	SH2B3	PDLIM2	LBR	EPS15	CNBP	ESYT2	PTP4A2	SNHG6	PCED1B	TBL1XR1	SNRK	TBCD	RPS20	RPS7	PTGER2	DRAP1	SPTAN1	TC2N	XRN2	RALGDS	DUSP6	BIRC3	BPTF	YWHAQ	PLCG1	CREB1	GNPTAB	SKI	MRPS6	TRAPPC10	MAP1LC3B	MYO7A	CALM1	SMARCA2	NEK7	SON	GNAS	RICTOR	TRPV2	ANP32E	WAPL	RPS23	MAPK1	FAM13B	RFTN1	CREBRF	FAM89B	CSGALNACT2	CREM	MATK	CCL20	ZFYVE28	P2RX5	RPL19	ISCU	RNF149	MTR	PARP14	LINC-PINT	IFFO1	ERAP1	ARID4B	LATS1	RGS16	DEK	CHD3	HMGN4	EIF1	LY6E	LINC00857	CREBBP	GPR155	SAMD3	CISH	LSM14A	CGGBP1	TLK1	ZBTB1	ARNTL	PRMT2	STAT5B	UHMK1	RETREG1	DIP2A	ZNF276	TMA7	VWA5A	PRKAR1A	TNFSF14	UBE2D2	SNRNP200	TPR	FLT3LG	N4BP2L2	APMAP	BICD2	TRPS1	CYBC1	LDHA	APBA2	RAD21	RPL27	CLSTN3	RPL28	PPT1	ITPR1	KIAA1109	RNF216	SLAIN2	FRYL	CCNH	IL18RAP	TRANK1	AKAP13	DHX9	DDX3X	BCLAF1	ADAM19	VPS13B	TUBA4A	MALT1	NIPBL	SIGLEC17P	PBXIP1	RASSF2	PYHIN1	EPG5	HNRNPDL	PAXX	SSH2	KLHL28	ITPR2	NOTCH2	GIMAP8	ZNF217	DZIP3	MR1	KIAA0040	BTN3A1	ZFR	PRPF38B	BTG2	BAZ1A	BATF	CHD2	IRF1-AS1	DDX17	ICE1	RANBP9	STMN3	TUBA1A	EIF4A2	PPP2R2B	PTAR1	PLEKHO2	RALGAPB	OSTM1	CHD1	ITSN2	EP300	KMT2C	STAG2	SH3BGRL	MECP2	RPL23A	ANKRD11	FAM102A	SMC3	RPA2	RNF4	STIM1	CASP8	RPL10	RPL38	ARPC2	UBR5	DGKE	DCP2	VAV3	GIT2	VAMP1	RABGAP1L	NCOA1	TRAM1	PSMB8-AS1	KLRC2	PIM2	TMEM35B	RIF1	AHR	SERINC1	IL17RA	TMEM43	ZMAT3	UBASH3B	ATR	APOBR	SUSD6	CCDC88B	ZNF655	RNF139	TOX	GSTK1	SUB1	STX16	GGNBP2	FAM160B1	PSMB10	GRAMD1A	CCNL1	TSPAN32	NDST2	TRA2B	TSPYL2	GPR183	RPA1	LYST	RASA2	HECTD4	AC010186.2	HIVEP2	PTPN1	LYSMD2	RBM26	ELK4	PTGDR	AIP	WDR1	EIF4E3	SMARCA5	PTPN2	GATAD2B	RPS12	EID1	SERPINB9	HIVEP3	SENP7	ANAPC16	FCRL6	SRSF2	CYTH1	CCR6	HIPK1	TMEM131L	PRKD2	MAP2K1	LAX1	RAB29	STAT5A	SNHG5	SNX3	TRIM14	GAB3	ZDHHC18	MXRA7	CKAP2	LPGAT1	INTS6L	LINC00426	POLR2B	JADE1	DNAJB14	PUM2	ZNF609	CLIC5	RGS14	JMY	RPS16	LPIN2	HOXB2	USP25	TUT4	GBP2	AHNAK	ACSL4	DYRK1A	PDE4DIP	GPCPD1	IFNAR2	TBC1D20	SMAD7	ZNF652	SSBP4	RASA1	ZBTB4	HSPA8	ASF1A	KIDINS220	HNRNPA3	ASAP1	COMMD8	DMTF1	PTPRA	NABP1	CHSY1	DUSP4	PPM1M	MRFAP1L1	MAN1A2	RASGRP2	TGOLN2	SHFL	PHF3	BHLHE40	DNAJB6	SLC20A1	PSMA3-AS1	TRIP12	ITM2B	DOCK9	RNF38	PTBP3	UBE2D3	TAB2	ANKRD28	GBP3	HNRNPH1	LNPEP	DNMT1	FCER1G	UBA52	DDX6	CCDC88A	DSTYK	OTUD4	WAC	CRBN	TMEM50A	TSPAN5	BDP1	IL17A	FGFR1OP2	AKIRIN1	TRIM38	PACS1	SSH1	SLC66A3	RBM38	TYROBP	KLC1	MIR23AHG	MED13	CCNI	RAP1GDS1	DNTTIP2	RO60	ZNF638	PARP9	CDC14A	RFX5	MAST3	SESN3	CHASERR	ZNFX1	PHLDA1	PARP1	RB1CC1	SLFN11	SRSF10	DAXX	POLR3GL	HLA-DPB1	IFI44	FAS	OST4	HNRNPH3	MTMR9	MICB	PIEZO1	NPAT	ITPKB	EHD1	TIAL1	UBLCP1	HUWE1	EDEM1	PRKY	CD47	XPO6	KIF2A	KTN1	PAPOLA	KANSL1	IVNS1ABP	PRKCQ-AS1	ZMYM5	VMA21	GMIP	CDK17	METTL9	TWF2	PHF19	IGFLR1	IRAK4	UBTF	SECISBP2	NMRK1	DENND4A	HNRNPLL	PPP3CC	FAM111A	RAB3GAP2	GRAP2	RPLP1	AP1M1	CCDC85B	SETD2	USP24	CENPC	TMF1	USP9X	SLC2A1	RUNX2	PCNX2	PECAM1	TBC1D4	SUZ12	COMMD6	MEF2D	MAP3K2	EP400	ARHGAP35	RIPOR2	RPLP2	CASP1	AKAP10	STN1	NUFIP2	NAA38	PPP4R3A	SRGAP3	PHF11	FYTTD1	C19orf12	TBCB	YME1L1	XCL2	HLA-H	GRB2	CBFB	QKI	PTDSS1	PIK3R5	TPP1	PCF11	XPO1	CYBA	INPP4B	PDS5B	EIF3H	ADARB1	TRIM33	GPBP1	USP34	ELMO2	CD81	UBR1	GABPA	AP4B1	SLC7A6	FMR1	MICAL1	FBXL20	HIC1	MAN1C1	SCAF8	GFOD1	BAZ1B	CLIP1	SPEN	RPL26	TBCC	PAFAH1B1	GGA2	MAPK1IP1L	SPG11	AP1S2	ITGB1BP1	OAS2	ERBIN	SF3A1	PSMB4	NCOA3	MYL12B	AKAP11	SLK	KBTBD2	CACYBP	TRIB2	RSF1	VOPP1	NUP98	KRI1	FBXW2	H3-3B	CCNDBP1	CCR2	ZBED5	ABHD3	VPS11	TNK2	EEF1D	UBR2	MYSM1	BTBD1	HEG1	PPP2R5E	RPL13A	MCMBP	RAB27A	KDM2A	ADA2	TGFBR3	TOMM7	NXPE3	PLP2	DR1	ZNF721	TINF2	PRPF8	SLC18A2	PRKD3	RBM27	GRK6	FNTA	AKTIP	EIF4G2	DPP8	RPL35A	NSMAF	SIN3A	FAM53B	NGLY1	HAUS6	SPEF2	TBC1D1	PNN	LANCL1	PCGF5	TOR1A	SENP6	CDC16	C12orf57	NEDD9	FBRS	OGG1	APOBEC3F	MAP7D3	YTHDC2	FHOD1	DCAF5	XPO4	RPS6KA5	SLF2	ATP6V0E2	CNOT1	ELL	PTPRE	PPP4R3B	IFI27L2	YWHAB	RHEB	PAK2	ZNRF1	DDX58	AIDA	PPP6R1	EPC1	LUZP1	SF1	C9orf16	DDX24	G3BP2	PPM1B	CBX7	MARCHF7	ATF2	DEGS1	ARPC3	MIS18BP1	RBM39	MGAT1	PTPRJ	TMEM109	UBE3A	AGFG1	TDP2	TAP1	NEK9	SLC16A7	USP42	PSMB8	ANKLE2	SLC26A2	ARID2	SP3	TRERF1	ASH1L	RPL31	CUL3	PDS5A	URI1	PAPOLG	NSD1	ANKRD10	RFX7	RALGAPA1	SRSF5	TYW3	CAPZB	CBX3	DCP1A	SIGIRR	FOXN2	AP3M1	CSNK1G2	MPHOSPH8	VSIR	SBNO2	DENND4B	UGP2	EML3	ANKRD49	GNB1	KCMF1	GNAI3	ADD1	GAPVD1	SERTAD2	TRAPPC8	KPNA4	ZNF148	HNRNPA2B1	LRRFIP1	MAPRE2	PPHLN1	RBBP6	FBXO11	EIF4EBP2	RPS11	SORL1	FBXL3	FOXJ3	MFSD10	LIMS1	YWHAZ	NRDC	KPNA6	ASCC3	LRBA	FAU	SIK3	CCT4	STAT3	RBM33	USP15	TBK1	USP47	CEP85L	PTPN11	RPL6	ABI1	VEZF1	CALCOCO2	PSME2	EIF4B	NUDT21	UBC	RPS18	PPP3CB	CDK13	STYX	S100A10	DERL1	RPL17	MED1	ZNF644	OAZ1	KIAA2026	OTUD5	ATP11B	RBM12	HNRNPU	JUND	BBX	KMT2D	SPCS3	RPL4	ELP1	USP1	AGGF1	MARK3	HMGN1	EEF1A1	FLOT2	GDI1	STT3B	EIF5	THAP12	ARIH1	USF2	N4BP1	GOLGA7	BIRC2	YPEL3	METTL23	SELENOT	RPS2	BTAF1	RNF114	RPL27A	FNBP4	RAB21	PHF20L1	MDM4	PNISR	SSB	SMC5	MEAF6	ZBTB44	SNHG1	MARCHF6	PPM1A	KHDRBS1	RANBP2	TUBB	VPS26A	KAT6B	CCNT2	EFR3A	DYRK2	HLA-DPA1	CFL1	MIER1	LONP2	NAP1L4	XIAP	SLC2A4RG	NUMA1	PPP1R15B	MAN2A2	RNF167	ZC3H11A	CTCF	TTC14	MAPRE1	ATP6V0E1	INO80D	NEMF	IK	THRAP3	RPL23	RPS3	UBA2	JARID2	UBE2I	PICALM	IDI1	SBNO1	REV3L	SMARCE1	NFATC2IP	TBRG1	GPATCH8	YTHDC1	MXD4	TCP1	CNOT2	RPL39	SF3B3	PTGES3	DARS1	SET	CALM3	RPL13	ODC1	PFDN5	ZFAND5	CIAO1	BRWD1	RPL34	RPS3A	PPP1CC	GLO1	U2SURP	LDHB	SELENOF	FUS	ZFC3H1	SRPRA	AZIN1	KPNB1	ARPP19	DICER1	BZW1	CTSS	CSDE1	ARID1A	PPP1R15A	UBXN4	AKAP9	OFD1	CELF1	RPS4X	UBR4	ATP6AP2	NONO	PRPF4B	RPL5	SURF4	DHRS7	EIF3F	SETD5	ANP32B	H2AZ2	XRCC6	RPS14	RPL41	COPB1	RSRC2	C6orf62	TRMT112	STK24	DYNC1H1	PRPF40A	RPL32	PPIG	GLG1	HINT1	PSMA7	ENO1	RPL10A	TAOK3	LASP1	RACK1	NBEAL2	RPL9	RPS13	TMSB10	SEPTIN2	TMEM123	CTBP1	NCOR1	SEL1L3	RPL15	RHOA	XRCC5	NOP53	RPL14	NPM1	CAPN2	MTDH	BTF3	FOSB	ATP5MG	EEF1B2	CDC42	RPL37	RPL7A	YBX1	GAPDH	HMGB1	RPS15	RPL7	TLE5	RPL36AL	EEF1G	PPIA	RPL24	RPL37A	PTMA
BUSSLINGER_DUODENAL_STEM_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_DUODENAL_STEM_CELLS	OLFM4	REG3A	SLC12A2	RGMB	CDK6	SOX4	LYZ	REG1A	SMOC2	SNHG5	VDR	CDCA7	CEL	XIST	ITGA6	HSP90AB1	ELAPOR1	ASCL2	SPINK1	TSPAN8	PKDCC	MARCKSL1	SOX9	GPX2	PPP1R1B	HSPD1	ARID5B	RPS24	RPS23	RPL9	RPL13A	NRARP	ZFAS1	ZNF503	APP	HES1	GDF15	MYB	RPS3A	RPL10A	EGR1	IRF2BP2	EIF3E	RPL14	RPS27A	EEF1B2	PTMA	RNF43	BTG2	RPL5	RPL12	PIK3R1	RPS3	GAS5	RPL30	RPS6	SNHG8	ETS2	RPL31	TMEM123	IER3	EPHB2	RPL34	SH3BP4	RPS4X	RPL41	AQP1	EEF1A1	SNHG6	GPR160	NECTIN3	MYO10	C9orf152	MLEC	CA9	RCN1	RPL7	RPL35A	RPS18	RPL15	MECOM	RPS12	ZFP36L2	RPL7A	CLU	SET	IMPDH2	RPS13	NCL	TKT	RPS14	SMARCC1	TRIM24	RPS8	SNHG29	DSG2	CD9	HBEGF	RPL37A	BTF3	RPL11	ENC1	ADD3	CCND2	CERS6	FERMT1	AGR2	RPL26	HSPE1	RPL22L1	DACH1	RPS5	ACTN1	FBL	EIF1AX	HNRNPA1	RPL32	EDN1	RPL4	NCOA7	RPL35	LAMB1	CD44	HSP90AA1	CES1	BMP4	TXN	TM4SF1	DUT	FOS	RPS7	MLXIP	TSC22D1	NR4A1	CPS1	TXNIP	CDC42EP5	RHOBTB3	ZFP36L1	ANP32B	EMP2	TCF12	CCL25	RPL22	ADRA2A	RPS28	BCL11A	SESN1	RPL24	BEX3	CDKN1B	ZBTB38	FOSB	MARCKS	SH3BGRL2	LRIG1	CEMIP2	GOLM1	CRLS1	LRPPRC	NFIA	PRKDC	OLA1	COQ8A	CCND1	CHDH	RPS19	EPCAM	NOP58	SNRPB	GNL3	IVNS1ABP	HMGCS2	RPL3	NOP56	DMBT1	DDX21	HMGN1	RCC2	SELENOW	REPIN1	SLC38A2	RPS25	RPL37	DARS1	CD46	RPL10	DSTN	RACK1	NPM1	EIF2S3	SERBP1	DKC1	EEF1G	SH3D19	EIF4B	YBX1	ATP5MC2	ESRP1	EIF3L	KLF5	CRYZL2P	CCT6A	RPS15A	ERGIC3	SNX5	XRCC5	TRIM28	APEX1	HMGA1	CFTR	HNRNPC	YWHAQ	RPL6	RPS29	MCM7	RAN	U2AF1	TMEM230	PTGES3	RPL8	SNRPE	EIF3H	ADH1C	HNRNPD	TM9SF3	CBX3	DDAH1	SYNCRIP	AHCY	ATF3	EIF3A	BANF1	RPL36	DSP	RPL13	SFPQ	HNRNPU	PDLIM1	IPO7	TOP2B	HNRNPM	CNBP	RPL39	RPS15	SRP9	PAPOLA	SYNE2	HDAC2	RPL27A	RPL18	KHDRBS1	SRSF6	TOMM7	EML4	RPS27	RPL18A	GCNT1	SCARNA9	RPS2	ATRX	RPS16	RPLP1	HNRNPK	RAD21	NONO	NFIB	PPIA	NSA2	FAM120A	TTC3	MT1G	MATR3	JUN	SERP1	YWHAE	ARF4	CLDN3	CANX	BCLAF1	EIF4A2	EEF2	RPS20	CLDN4	RPS11	HMGB1	ACTG1	NUCKS1	EIF4G2	ONECUT2	TPD52	HNRNPDL	EIF5B	RPL27	CHCHD2	RPL38	PABPC1	UBXN4	RPS9	GSTP1	COX7C	HNRNPA2B1	YWHAZ	IER2	FCGRT	SPINT2	ATP5MC3	KRT8	TPT1	HSPA8	RPL23
BUSSLINGER_DUODENAL_DIFFERENTIATING_STEM_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_DUODENAL_DIFFERENTIATING_STEM_CELLS	REG1A	H4C3	TUBA1B	DMBT1	CCL25	MT1G	HSPD1	HMGB2	H2AZ1	STMN1	TUBB	PTMA	PPP1R1B	SLC12A2	MKI67	MCM7	MT2A	HMGA1	PPIA	RPL10A	RPS8	RPS2	HSPE1	RPLP0	IDH2	HMGB1	HSP90AB1	MT1F	TOP2A	RAN	TXN	OLFM4	CPS1	YBX1	RPS24	MLEC	AQP1	RPS6	EEF1B2	DUT	RPL4	RPL7A	RPS23	GSTP1	RPS3	RPS5	GAPDH	RPS3A	SERBP1	ASPM	RPL18A	RPL37A	GPX2	HNRNPAB	RPL22	RPL7	RPL13A	RPL5	RRM2	RPL41	AGR2	NPM1	ARL6IP1	CENPF	ANP32B	RPS13	AHCY	CDC42EP5	SNHG5	PIGR	RPS15	C1QBP	EMP2	RPS12	RACK1	RPS7	IMPDH2	ATP5MC1	RPL35	RPL8	PCLAF	RPL32	RPS18	SNHG29	HNRNPR	PPIF	RPL14	HNRNPA1	LRPPRC	RPL6	RPS16	TKT	GOLM1	RPS14	ADH1C	PLP2	RPL9	HINT1	NDUFAB1	RPL12	ENO1	RPL15	FBL	CDCA7	MT1X	COX5A	MT1E	NCL	EEF1G	VDR	KRT19	RPL13	RPS4X	CKS2	PAICS	RPL3	RPL31	CCND2	TOMM40	RPL37	KLF5	LSM4	DBI	FAM120A	SET	TUFM	RPL26	EEF1A1	RPL36	RPL34	ILF3	MTHFD1	CD9	SNHG16	LBR	RPS27A	RPL11	SRSF2	BHLHE40	ATP5F1B	GAS5	RCC2	LAD1	SNRPB	NDUFS5	SNRPE	RPS11	EPHB2	KCNE3	SMC4	ADD3	NASP	RPLP1	RPS29	YWHAQ	RPS19	RPL35A	RPL39	SNHG8	BANF1	CLU	NRARP	HNRNPD	RPS28	NOP56	ELAPOR1	NOP58	PCNA	PRKDC	TRIM28	ATP5PB	DHFR	NUCKS1	COX6C	ATP5MC3	SNRPF	EIF3L	HSP90AA1	TMPO	RPL18	RPL27	CCT2	CCT5	RPS15A	DDAH1	APP	C9orf152	CCT6A	TFRC	SLIRP	HNRNPA2B1	MDH2	CANX	PDLIM1	HNRNPU	RPL24	COX7A2	ESD	KPNB1	DEK	ANXA2	CHCHD2	PRDX3	RPL27A	ACTG1	PTGES3	CS	ATP5MF	DDX21	SRP9	COX8A	SF3B5	CYC1	SNHG6	MARCKS	HSP90B1	NONO	PHB2	SPINK1	CBX3	ATP5F1A	SOX4	COX6A1	RPL38	RPL10	RPL30	RPLP2	EI24	APEX1	HNRNPC	RPS20	KRT8	HMGN1	COX7C	ATP5PD	RPL23	SRSF1	EIF3A	EIF2S3	ECH1	RPS25	HNRNPM	VDAC1	RBM3	SRSF3	XRCC5	BTF3	HADH	EIF3E	RPS9	UQCRFS1	EPCAM	MACROH2A1	SLC25A3	EIF3K	COX5B	RPL29	ATP5MC2	MGST1	CYCS	RPL28	ONECUT2	NFIB	TM9SF3	YWHAZ	COX7B	LGALS4	NDUFB9	ZFAS1	CLDN3	ATP5IF1	ATP5PO	RPL17	HNRNPK	SERF2	KRT18	PABPC1	ALDH2	SOD1	EIF4B	RPS27	SFPQ	EIF1AX	EIF5B	EEF2	TMSB10	UQCRQ	FAU	HMGCS2	TMA7	COX4I1	PKM	MAOA	PFN1	RPL19	CALM2	CLIC1	NDUFA4	SUCLG1	SLC25A5	EGR1	ALDH1A1	TSPAN8	HSPA8	YWHAB
BUSSLINGER_DUODENAL_TRANSIT_AMPLIFYING_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_DUODENAL_TRANSIT_AMPLIFYING_CELLS	DMBT1	MKI67	CCL25	KRT19	TUBA1B	PIGR	ATP5MC1	REG1A	ARL6IP1	RPL17	CENPF	RPS2	H2AZ1	TOP2A	AGR2	RPLP0	GOLM1	ATP5F1A	PPIA	EEF1G	HMGB1	COX8A	HSPD1	RPS8	ATP5F1B	HMGA1	IDH2	NDUFAB1	YBX1	RPL7A	SNHG29	CPS1	GAPDH	RPL8	RPL7	SF3B5	RPL23	UQCRFS1	TFRC	UQCR10	HMGB2	DBI	ADD3	TXN	ATP5MC3	HNRNPA1	MLEC	RPL3	ATP5ME	EI24	RBM3	MT2A	RPL6	RPL13	H4C3	AKR1C3	RPL29	RPS3	RPL5	RACK1	MAOA	FBL	RPS19	RPS6	HNRNPA2B1	HSPE1	MARCKS	RPL4	ATP5PB	TPI1	ALDH1A1	ESD	MT1G	RPL22	NDUFS5	RPL26	ATP5IF1	ADH1C	MGST1	ACTG1	ENO1	RPL18A	RPS18	RPL10A	RPS12	RPL18	PTMA	CDC42EP5	LGALS4	CHP2	KRT18	KLF5	PHB	RPL19	PPP1R1B	PHB2	RPL36	PSMA5	RPS13	TUFM	RPS7	RPS24	RPS28	ATP5PD	RPL13A	RAN	GSTP1	RPL35	DDAH1	ATP5F1C	ECH1	RPL27A	COX6A1	ATP5MC2	CYC1	RPLP2	KRT8	RPL15	RPL37A	RPS14	HSP90B1	CYCS	ATP5MF	COX7C	ATP5MPL	NPM1	COX5A	RPL37	EEF1B2	RPL39	CANX	RPL32	EIF3K	RPS9	ATP5MG	RPS15	NDUFB9	COX7B	RPL24	EIF3L	COX4I1	RPS16	RPL27	ANP32B	RPS4X	ALDOA	CHCHD2	RPS3A	UQCRQ	NUCKS1	RPS5	CHCHD10	PTGES3	PSME2	TM9SF3	NCL	HINT1	COX7A2	RPLP1	PRDX1	EEF2	EPCAM	RPL12	RPS20	NDUFA1	RPS23	TMSB10	HNRNPC	CLIC1	RPL28	RPL14	COX6B1	ATP5PO	COX6C	EEF1A1	COX5B	RPL11	RPS29	RPS11	RPS15A	RPL34	SLC25A3	RPL10	SLC25A5	IER2	RPL38	RPL9	RPL41	FAU	RPS27A	RPS25	PFN1	HSP90AB1	RPL35A
BUSSLINGER_DUODENAL_EARLY_IMMATURE_ENTEROCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_DUODENAL_EARLY_IMMATURE_ENTEROCYTES	GSTA1	RBP2	FABP1	GSTA2	SI	AADAC	AKR1B10	AKR1C3	CBR1	SLC26A3	MAOA	MGST3	CMBL	PIGR	KRT20	ALDH1A1	PTGR1	HSD17B2	PRDX1	SLC4A4	CA2	GBA3	IDH1	CHP2	PYCARD	CES2	UGT2B17	GATM	HEBP1	SLC2A2	UQCRQ	PEBP1	DHRS11	CHCHD10	ATP5F1A	PNP	CAT	PBLD	LGALS4	ADH1C	ATP5PO	MTTP	ATP1A1	TKFC	HMGCS2	OAT	MME	DDC	ATP5MC3	NDRG1	SAT1	HADHA	COX5A	AKR1A1	PSME2	CALM1	BDH2	ANXA4	GHITM	COX7C	FBP1	COX5B	UQCRC2	ATP5F1C	CRYL1	SLC25A5	ATP1B1	REEP6	COX6A1	ANPEP	ATP5F1B	DMBT1	KRT8	COX4I1	FTL	LIMA1	COX6C	COX8A	FABP2	CYB5A	CPS1	CYC1	ATP5PF	CALM2	KRT19	RAC1	SUCLG1	FTH1	SLC4A7	COX7A2	RPL8	KLF5	RPS8	PCK2	ADA	COX7B	VDAC1	LGALS3	SMIM24	RPL6	SNHG29	RPS15A	RPL22	RPS29	RPL26	RPS7	TXN	SLC5A1	TSPAN8	EEF1G	RPL23	RPL27A	RPS9
BUSSLINGER_DUODENAL_LATE_IMMATURE_ENTEROCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_DUODENAL_LATE_IMMATURE_ENTEROCYTES	ALDOB	CYP3A4	SI	TM4SF4	SLC26A3	SLC5A1	FABP2	CA2	RBP2	PCK2	PCK1	SLC2A2	ANXA13	MME	FABP1	LIPA	LCT	HSD17B2	APOB	S100G	CBR1	MTTP	SULT2A1	GBA3	UGT2B17	VNN1	PLIN2	AKR7A3	MUC13	GDA	MEP1A	CYP1A1	ATP1A1	TMPRSS15	OAT	ACAA1	CYP2C18	PEPD	PTGR1	ACSL5	PDK4	CD74	MGAM	PEBP1	AKR1B10	CYB5A	SLC4A4	FBP1	DGAT1	UGT2B7	HEBP1	MS4A8	XDH	SMIM24	UGT2A3	ACOX1	FAM3C	HADHB	CES2	RNF186	SLC6A19	PBLD	GLRX	NCOA4	SAT1	TDP2	MALL	MYO1A	MAF	ADA	GATM	ACE	CMBL	HLA-DRA	LDHA	P4HB	DNASE1	MEP1B	GNG12	ACADM	CYBRD1	ACE2	PGRMC2	BTNL3	SLC25A5	SLC37A4	ABCG5	FTH1	CLIC5	ABHD6	TM4SF20	GPD1	SMPD3	ANPEP	HACL1	ACAT1	SLC10A2	PNP	TKFC	EPHX2	SAT2	SLC7A9	GK	RAB17	SULT1A1	HLA-DRB1	ABCG2	RTN4	CYP2J2	HMGCS2	KRT20	CALM1	SLC5A9	GNA11	C17orf78	BTNL8	MGST3	DHRS11	MS4A10	XPNPEP2	AADAC	CYP2C9	ATP1B3	REEP3	PLS1	SLC1A1	AKR7L	SLC39A5	HADHA	ABCA5	GALM	CYSTM1	CAMK2N1	SLC13A2	LPCAT3	TM6SF2	CHP2	ALDH1A1	TMEM45B	ADIRF	HNF4G	CIDEB	DHRS7	SLC25A37	IQGAP2	HSD17B11	CRYL1	CYP3A5	C3orf85	TM4SF5	CNDP2	REEP6	SLC15A1	SAR1B	SLC2A5	CREB3L3	BDH2	ACAA2	CDH17	ATP1B1	ANXA4	AMN	S100A14	MAOA	PDZD3	PIGR	SLC4A7	CDHR5	MISP	RBM47	APLP2	ITM2B	FTL	CLDN15	ACADVL	TMBIM6	LGALS4
BUSSLINGER_DUODENAL_MATURE_ENTEROCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_DUODENAL_MATURE_ENTEROCYTES	APOA1	APOA4	APOC3	AQP10	ALPI	CDHR2	CYP1A1	CDHR5	PRAP1	SLC46A1	APOB	TMPRSS15	SLC15A1	CTSE	CEACAM6	SLC6A19	SGK1	SECTM1	LCT	NPC1L1	PDZD3	CIDEB	PP7080	C3orf85	CDKN1A	CIDEC	DGAT1	SERPINA1	NPNT	MYO1A	PLEC	CYP3A5	CREB3L3	ANPEP	EPS8L2	LAMB3	ATP8B2	IGFBP4	DGKA	SLC2A5	MUC17	PHGR1	ABCC2	CTSD	HSPB1	ABCG5	ANKRD9	ADA	TM4SF5	SLC13A2	GPA33	ZBTB7B	SSUH2	CYP2C9	MDK	TM4SF20	SLC5A9	C11orf86	GPX4	MIA2	SLC39A4	PTPRH	CYP3A4	ACAA1	CGN	ACADVL	C8G	CD36	S100G	PNPLA2	ENPP7	HLA-DRA	ACE	AMN	TREH	LMO7	ACE2	SLC28A1	SLC19A1	LAMA3	ARHGEF16	ABCG2	GADD45B	UACA	MXD1	SEMA6C	TM4SF4	PCK1	ADIRF	RIOK3	TM6SF2	RHOC	HKDC1	EPS8L3	RND3	TRIM15	STAT6	SLC36A1	PRODH	ARL14	SLC6A8	MEP1B	SLC12A7	OGDH	SLC28A2	IL6R	MTTP	MS4A10	HAPLN4	SLC4A7	SSX2IP	ACSL5	CYP2C18	GLTPD2	SPINT1	CYP4F12	PLXNB2	MAF	XPNPEP2	HLA-DRB1	PAQR7	ANGPTL4	MYO7B	PFKP	SLC5A1	GALNT6	INF2	ENPP3	FABP2	SLC6A20	RMDN3	TNFRSF1A	MTMR11	MGAM	SLC27A4	MIGA2	AAK1	CRYBG2	ANK3	FLVCR1	C1QTNF12	FBLIM1	SEMA3B	MUC13	INPP5J	TBX3	AGPAT2	C2orf88	MICALL2	CD74	TMC5	TRPV6	ACY3	VILL	LINC01133	GABRE	TENT5A	GPCPD1	VEGFA	SCNN1A	BMP1	SCARB1	IGSF9	CARD10	TIMP2	HOOK2	IFI27	SULT1A2	SLC25A37	RAB17	MFSD2A	LPIN2	PLAAT2	SELENOP	UGT2B7	SREBF1	NR0B2	ITSN1	SAT2	BAIAP2L2	ACHE	CYP2S1	GSDME	AATK	DNASE1	ABHD3	GPAT3	ENPEP	GSDMB	SLC17A4	TLCD2	MPP1	CAMK2N1	CYP4F2	ZSWIM8	SMIM24	COL17A1	H1-2	FBXW5	DGAT2	MALL	MICAL1	POLD4	HERC4	CD151	TJAP1	ITGB4	CYP2B7P	LRP1	SPATS2L	HHLA2	MISP	KLF4	TRIP10	SMPD3	SLC9A1	SLC3A2	FLNB	GALE	AFDN	PTPRF	AHNAK	ARHGAP27	ATG4B	ALDOB	ECHDC2	ADH4	POR	MGLL	PAXBP1	PCK2	YPEL3	ACOX1	RAPGEFL1	MS4A8	SLC22A18	PLS1	ABCC3	MAPK3	CSNK1D	SLC40A1	S100A14	PLIN2	ATP2B1	EZR	TMEM253	S100A6	MME	IL32	PEPD	SLC26A3	REEP6	AOC1	MYH14	P4HB	KLF6	FBP1	CES2	ACTN4
BUSSLINGER_DUODENAL_PANETH_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_DUODENAL_PANETH_CELLS	DEFA5	DEFA6	PLA2G2A	CLCA1	LYZ	ITLN2	REG3A	ITLN1	MUC2	LCN2	PRSS1	GUCA2A	TFF3	SPINK4	FCGBP
BUSSLINGER_DUODENAL_GOBLET_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_DUODENAL_GOBLET_CELLS	CLCA1	FCGBP	TFF3	ITLN1	MUC2	RNASE1	BCAS1	SPINK4	ST6GALNAC1	AGR2	LINC00261	CREB3L1	REG4	HPCAL1	EGR1	LYZ
BUSSLINGER_DUODENAL_BCHE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_DUODENAL_BCHE_CELLS	BEST4	GUCA2B	GUCA2A	CA7	KRT72	CD24	CFTR	SPIB	MT1G	MT2A	CPA2	MT1H	HEPACAM2	CTSE	GSN	KRT20	MT1E	ADGRG4	RBPJ	MT1X	LYZ	MT1F	NAPSB	PROX1	NOTCH2NLA	PLAC8	GMNN	LGALS3	LPCAT4	FAM13A	S100A6	TMEM219	SRI	FKBP1A	ID1	GSTP1	AKR1C3	RBM47	TSPAN8	CDH17	TMSB10	CST3	LGALS4
BUSSLINGER_DUODENAL_TUFT_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_DUODENAL_TUFT_CELLS	SH2D6	TRPM5	IRAG2	FYB1	HCK	AVIL	PTGS1	IL17RB	B4GALNT4	BMX	MATK	ALOX5	HPGDS	PTPN18	AZGP1	PLCG2	MELTF	GNG13	HTR3E	AOC1	GABRP	ATP2A3	ALOX12B	ZFHX3	PBXIP1	PSTPIP2	KRT18	MYO1B	POU2F3	SKAP2	TMEM74B	KMT2C	RASSF6	SPIB	ANKRD30BL	SERPINA1	PIK3CG	FGFR4	TAMALIN	MARCKSL1	BCAM	CCSER1	TMEM176B	KCTD12	KLK13	IFI6	ZDHHC8P1	FURIN	CORO2B	CRIP1	ITPR2	GSN	ALOX5AP	ANO7	FARP2	CD24	SOX9	CLMN	SNRNP27	TMEM176A	LUC7L3	PIK3R5	MTSS1	RASSF7	VIPR1	ADH6	TMEM87A	SIGIRR	ADGRG6	ACTN1	BRD4	CHD9	TPM1	GNAI2	SEPTIN2	KRT8	ID2	SOX4	PHIP	MT2A	MT1G
BUSSLINGER_DUODENAL_I_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_DUODENAL_I_CELLS	CCK	SCG2	GC	PCSK1N	CPE	KCTD12	SCG5	NKX2-2	KCNK17	PDK3	MLN	RASD1	ABCB10	RAP1GAP2	ELL2	BRD2
BUSSLINGER_DUODENAL_K_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_DUODENAL_K_CELLS	GIP	DEPP1	SCG5	SOCS3	STX1A	CACNA1A	SCGN	KCTD12	CHGA	SLC29A4	TMCO3	SCG2	PRRG4	HERC2P7	HAP1	PLPP5	BCL9L	ORC5	ZMIZ2	GOLGA7
BUSSLINGER_DUODENAL_MX_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_DUODENAL_MX_CELLS	MLN	GHRL	DEPP1	SCGN	KCTD12	CPE	ACSL1	ARX	SLC26A7	PCSK1N	FGFR1	PCLO	VAMP2
BUSSLINGER_DUODENAL_EC_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_DUODENAL_EC_CELLS	CHGA	REG4	LCN15	FEV	CHGB	PCSK1N	ADGRG4	SCG2	GC	TIMP1	NEUROD1	KCTD12	PCSK2	TFF3	SCT	PCSK1	DDC	TTR	CRYBA2	RGS2	MAP1B	RAB3C	CDHR3	IGFBP3	SCGN	CADPS	ADH4	CES1	MS4A8	SPINK1	ID1
BUSSLINGER_DUODENAL_IMMUNE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/BUSSLINGER_DUODENAL_IMMUNE_CELLS	CCL5	TMSB4X	GZMA	LCP1	CD2	PTPRC	VIM	ARHGDIB	RAC2	CD7	PTPRCAP	CD8A	CD3E	LAPTM5	SRGN	CD3D	RGS1	IFITM1	KLRB1	CD52	TNFAIP3	SH3BGRL3	CD53	CD69	RUNX3	IL7R	EVL	LCK	HLA-B	NKG7	IKZF3	IL2RB	HLA-E	IFITM2	FYB1	CELF2	ETS1	STK17B	CKLF	CD247	CD48	S100A4	HCST	FNBP1	ACTB	CYFIP2	PPP1R18	ACAP1	ARL4C	CD8B	RASSF5	MSN	CD96	ITGAE	AKNA	IKZF1	SPOCK2	FYN	ARHGAP9	IL32	PIP4K2A	ITGAL	ANXA1	LCP2	CD37	CORO1A	LAT	HCLS1	TPSB2	GIMAP7	BCL11B	STK17A	HLA-C	CD160	B2M	ITGA1	IL2RG	TMC8	WIPF1	NLRC3	GNAI2	ALOX5AP	TBC1D10C	ARHGAP30	HOPX	LPXN	PREX1	SEPTIN6	COTL1	JUNB	SEMA4D	SEPTIN9	CISH	RASAL3	MBNL1	MYL12A	CPA3	PRKCH	ARL6IP5	GPR171	FMNL1	SASH3	STK10	THEMIS	NAP1L1	PDE7A	ID2	ZYX	HLA-A	ABI3	ITM2A	PRKACB	LTB	CLEC2D	TSC22D3	CXCR4	APBB1IP	ANXA6	PGC	GNG2	SEPTIN1	EVI2B	GNLY	RPS27	FLNA	STOM	PRF1	SARAF	PFN1	MDFIC	CCR5	CYTIP	SUN2	STAT4	TYROBP	LPIN1	YPEL5	LSP1	DOCK8	RFLNB	NR4A2	IL16	JAML	CNN2	MIAT	ADGRE5	TXNIP	CAP1	FLT3LG	DENND2D	DDX5	SLA	RAB27A	CCR9	EIF1	NIN	CMTM3	ARHGEF3	FXYD5	PSD4	IQGAP1	CD81	RGS10	PITPNC1	RPL17	SIRPG	IDS	UBASH3B	ARPC2	SELPLG	INPP4A	LGALS1	LIMD2	SLAMF7	SAMSN1	MYH9	SSBP4	MAP4K1	ARHGEF1	RPS6KA3	ZAP70	DOCK10	RHOH	PTPN22	ANKRD44	FOSB	BIN2	PPP1R16B	NFATC2	ST3GAL1	ITK	SYNRG	FCER1G	RPS20	GPSM3	BCL2	LINC00674	ZC3HAV1	INPP5D	DEF6	MCL1	ARHGAP25	RBMS1	CD101	GMFG	RPL19	PLAAT4	SKAP1	CST7	ITM2C	TMC6	SH3KBP1	GIMAP6	EMP3	CCL4	CAPG	XCL1	ITGB7	CDV3	CD44	ARHGAP45	JUND	KCNAB2	CD6	UBA52	DRAP1	ARPC1B	MYO1F	MYBL1	GRK2	MACF1	TNRC6C	MOB3A	SLA2	LAIR1	DDX3Y	TACC1	GIMAP1	RORA	SIT1	DENND1C	AUTS2	WNK1	PLEKHA2	PRKAR1A	SYTL3	ACTR3	RPL28	KIT	HLA-DPA1	H1-10	LBH	ESYT1	RAP1B	STK4	CD84	MLLT6	PTK2B	RNF166	FAM89B	GATA3	RPLP1	PVRIG	RGS19	XPO6	RBL2	JAK1	RPLP2	SH2D2A	KLF13	MYO9B	GNPTAB	CXCR3	SMAP2	EVI2A	GZMM	GPR82	SLC2A3	RPS16	TRAF3IP3	RASGRP1	RPL4	RAP1A	PNRC1	TMIGD2	GZMB	TSC22D4	PIK3CD	RPS25	MYO1G	ABRACL	ICAM3	FAM78A	CYTH4	GRAMD1A	NMUR1	HERC1	RAB8B	PTPN4	NBEAL2	JAK3	PTPN6	PLEKHF1	GLIPR2	SFMBT2	UNC13D	AAK1	PARP8	PRKCB	PLXDC1	WAS	IFI16	MYADM	TLN1	SEPTIN7	CDC42SE2	RPL39	RESF1	GIMAP4	PTGER4	TUBA1A	RPL27	BIN1	PELO	BUB3	TPM3	CDC42EP3	RPS15A	PTP4A2	GYPC	TRAPPC1	HEG1	CEP85L	C12orf57	TMA7	ATF7IP	RPL23A	TAGAP	SH3BP1	KIF21B	CHST11	TAF7	CYRIB	GVINP1	SHFL	ARF6	HLA-DPB1	ARHGEF6	UBC	TLE5	TBCB	PTPN7	RPL38	LDLRAD4	RPS29	YWHAZ	RPL10	CYBA	MIR23AHG	ANAPC16	ITGB2	DIAPH1	CLEC2B	GNAS	TRIM22	VAMP2	TRA2B	UCP2	CCND3	DDX24	PTGER2	ATP6AP2	HCP5	CD3G	APBB1	SLC16A7	ATP2B4	KLRD1	FCMR	KLF12	GYG1	RAPGEF1	FDFT1	PPP2R5C	ABHD17A	ADAM8	EIF4G2	FUS	SRSF5	RPS19	BTG1	CTSW	MS4A2	HIC1	UHMK1	OSTF1	ESYT2	TXLNGY	SLC44A2	ARHGAP4	AKAP13	OGA	NLRC5	RPL30	KMT2A	MAPK1	ARRB2	STN1	RAPGEF6	AOAH	STX16	MECP2	LINC02591	ELOVL5	PSTPIP1	RNF4	GLIPR1	FAU	TMEM245	DDX17	C9orf78	CYLD	CDC42SE1	MAPRE2	HMGN4	TNF	PCNX1	RPL13	GIMAP2	HELZ	WDR1	CCDC69	ACTG1	ST3GAL5	TRIR	FKBP11	ADCY7	SRSF7	TTC39C	ACTR2	TNFRSF18	ASB2	SLC66A3	PDE4D	TBC1D2B	RPS11	SPRY1	IL18RAP	WDR26	SH2B3	IL10RA	SUSD3	SPN	CTSC	SNX17	CSRNP1	ARPC5	ADAR	CHURC1	EID1	PHTF2	SHISA5	RNF44	SIGIRR	SYNE1	CD4	APOBEC3C	TRMT112	CAPZA1	HLA-F	CMTM6	RPS2	DAZAP2	CMTM7	TMSB10	LEPROTL1	OST4	CD300A	RPL32	TPT1	PPP1R15A	SMARCA2	TSPYL2	CITED2	PIK3IP1	TERF2IP	PHF20	CARD11	UTRN	UBE2D2	SLFN5	PPP3CA	USP20	FAM102A	FOXO1	PAXX	GIT2	SIPA1	PARVG	TOMM7	PSMB8-AS1	TRAT1	ITGA4	PPP1R12A	SMURF2	RPS27A	PKN1	PGK1	WTAP	ANKRD12	ASXL2	RHOG	RPL23	CD5	PSMB9	LDLR	EIF4A2	RPS10	SLC12A6	SUB1	CRIP1	PLEK	OSTM1	RNF139	NR3C1	PTGDS	POU2F2	PPM1K	FERMT3	LDHB	SNHG1	CCR6	TGFBR1	TIGIT	SH2D3C	RGS14	SYNE2	SIRT2	SPCS3	CDC42	SACS	DDX6	VEGFB	GRK6	RHOA	PRKCQ	C21orf91	REST	APOBR	KAT6A	RPL29	CAPZB	COMMD6	TRG-AS1	OSBPL8	PPT1	SCML4	PLEKHO1	PCBP1	TUBB	MYCBP2	ARHGDIA	APOBEC3G	TCF7	TMEM123	NCKAP1L	LY6E	TNRC6B	C9orf16	CHSY1	ZBTB4	HECA	ARPC4	TTC1	DUSP1	DOCK11	APBA2	CCND2	TNFSF12	POLR2K	SAMD9	DOCK2	CD244	NUP210	ENTPD1	DDIT4	CDK6	ZFP36L1	CCNI	CD47	CHST12	PBXIP1	EIF4E3	HMOX2	SNRPB	ZNF217	RNASEH2B	CTBP1	SLC7A5P2	CRLF3	RIN3	RPL15	SRSF2	RNF167	RPL6	SLC7A6	OXNAD1	SP110	FURIN	PTBP3	ARID1A	LIMS1	JADE1	RPL13AP3	VAV1	TAPBP	MYO5A	DAXX	FLOT2	ZNF655	TSEN54	UBE2I	SF1	GNAI3	SCAMP3	EMB	PCED1B	RSU1	CALHM2	PFDN5	EPS15	PPP1CA	ADD1	CBFB	JADE2	IRF1	TGFBR2	YWHAB	FKBP1A	CNTRL	USP47	AIP	TNK2	CARD8	PLCB2	LBHD1	ATXN2L	RPL37	TBCC	SLC38A1	CLIC1	RPL27A	SMDT1	C19orf53	NUCB2	PHF1	PIM1	EEF1A1	SKP1	TRIB2	DNAJA1	CREM	GATAD2B	CIB1	ATP2A3	SSH1	RPS5	BZW1	HIPK1	BTN3A1	ARID2	SLC38A2	MSH3	TAOK1	EIF3G	SAR1A	ABHD14A	MEA1	ARAP2	RPS4Y1	NOP53	DUSP2	TOR1AIP1	RPL35	NENF	SNRNP200	GLCCI1	RPL18A	SETX	LSS	HNRNPH1	RPS28	TPP1	ROCK1	ANKRD13D	SNTB2	TYK2	ABCB1	TSPAN14	CNOT6L	MBNL3	DCP2	SELENOT	IDI1	SLC9A3R1	MAPK1IP1L	UBE2D3	PPP6R1	FBXW7	RPS21	CCT4	KMT2E	BPTF	TRADD	PLP2	ZNF609	NEDD9	PRPF38B	ARL2BP	SAMD9L	DAD1	RBM3	PRDM2	ELK4	INSIG1	METTL9	RNF149	STAT3	QRICH1	HSPA8	LSM2	SUMO2	PTPN2	MATR3	MKNK1	CHD3	RAB3GAP2	CLK1	PSME1	KLC1	POLR3GL	CNPY3	ATP8A1	TES	HNRNPK	NPM1	BRK1	RPL18	EEF1D	WDR82	TAB2	DNMT1	HNRNPDL	CYB561D2	RNASET2	RALGDS	NKTR	MORF4L1	CLDND1	RPS12	ELF1	ATP6V1E1	OAZ1	MDM4	PSIP1	SNRNP70	OGT	MAP2K1	SRPRA	UBAC2	RPS3	CELF1	RBX1	NFATC3	NXF1	LRRFIP1	GSE1	BRD2	NUCKS1	SON	ATM	RPS18	SET	RPS7	ZNF292	KDM2A	PRRC2C	ARPC3	ITSN2	SKAP2	GNB1	PAIP2	TRIP12	SNRPB2	TRAM1	RACK1	SH3BGRL	H3-3B	LITAF	DNAJB1	RPL11	ATP6V0E1	TMEM50A	DNAJC8	ZNF207	SBNO1	EIF4H	BCLAF1	HNRNPC	CTDNEP1	RBM26	SELENOH	UGP2	EIF3F	YME1L1	ZNF652	PAG1	SERINC1	MBP	RGS2	DHRS7	MBD2	CHD4	PSMA5	TCIRG1	RPL3	XRCC6	CREBBP	RPL41	SRSF3	TOP2B	ARGLU1	CSTB	JUN	PDCD4	RPL35A	SF3B4	SFPQ	MYL12B	FOS	SEC62	SSR2	CCT2	CFL1	RPL37A	ENSA	TPM4	RPS4X	RPS3A	SAP18	DDX21	DEK	ZFP36	RPS15	PSMB10	PCM1	UBL5	WAC	RPL26	RPS14	RPLP0	TGOLN2	HSP90AA1	PPIG	PRKDC	RPL10A	BTF3	KPNB1	HP1BP3	RPS6	CD9	MYL6	RPL9	RPL31	CHD2	PPIA	HNRNPA2B1	UBB	RPS9	PSMB4	ITM2B	HMGN1	RBM39	HNRNPD	CCNL1	GABARAP	YBX1	RPS13	PTMA	RPL14	NCL	RPL36	NFKBIA	KLF6	RPL34	SERP1	EIF4B	RPL22	RPL24	ZFP36L2	PKM	RPL5	ATP5MC2	RPL7	EEF1G	RPS23	CALM1	SERF2	RPL12
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	MIR9-1HG	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	GGTA1	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	DYNC2I1	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	PEDS1	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	KATNIP	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	MIR23AHG	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	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	POLR1F	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	TASL	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	MIR9-1HG	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	HOATZ	C1orf21	MIR9-1HG	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	MIR9-1HG	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	HOATZ	C12orf75	C12orf76	OR11H2	NMNAT2	C1orf158	C1orf21	MIR9-1HG	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	DNAI4	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	HOATZ	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	DNAI4	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	HOATZ	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	IQANK1	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	HOATZ	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	AC044810.2	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	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	MIR9-1HG	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	MIR23AHG	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	GGTA1	MPEG1	ITGAM	SAT1	CCR1	SLC7A7	KLF2	FOSB	B2M	POLD4	AC129507.1	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	DYNC2I2	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	DYNC2I2	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	CHASERR	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	DYNC2I1	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	DYNC2I1	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	PEDS1	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	HOATZ	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	CFAP94	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	DNAI3	DNAI4	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	GGTA1	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	CFAP94	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	DNAI3	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	AL513318.1	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	MAILR	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	TASL	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	GUSBP14	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	AC099548.2	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	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	RYR3-DT	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	AJ009632.2	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	AC004130.2	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	AC116351.1	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	AC004846.1	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	DYNC2I2	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	GFUS	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	POLR1G	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	SLC30A6-DT	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	AC009005.1	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	AC026979.2	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	RAB33B-AS1	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	MIR23AHG	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	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	TFAP2E-AS1	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	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	DYNLT2B	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	DYNC2I1	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	DYNC2I1	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	DYNC2I1	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	DYNC2I1	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	DYNC2I1	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	MIR9-1HG	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	MIR9-1HG	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	HOATZ	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	DYNLT2B	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	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	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	MIR23AHG	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	CDIN1	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	PEDS1	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	MIR23AHG	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
DESCARTES_FETAL_ADRENAL_CSH1_CSH2_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_ADRENAL_CSH1_CSH2_POSITIVE_CELLS	CGA	CSH1	CYP19A1	TFPI2	ADAM12	ANXA1	TGM2	SVEP1	PAPPA	SERPINE1	GRIP1	FAM184A	TACC2	CSH2	PKIB	KISS1	LINC00882	ANGPT2	PAPPA2	PSG2	KANK4	RASA1	PSG9	INHBA	EFEMP1	PSG5	PRKCZ	MMP11	PCDH11X	PSG7	RIMKLB	CGB3	PSG1	LINC02055	GDF15	CAP2	CAPN6	ACKR2	HOPX	SPTLC3	PGF	PSG3	AC099520.1	SLC6A4	KRT8	STS	ERRFI1	EXPH5	ANXA3	CHODL	PAGE4	KMO	SDC1	PSG4	HSD11B2	L1TD1	MIR4280HG	MET	GYG2P1	PSG6	S100P	MORC4	GH2	ZFAT	GRHL1	SPIRE2	MFSD2A	SLC22A11	HSD3B1	TMC1	LRP2	OLR1	GSTA3	LVRN	LMO7-AS1	C5orf17	TMC5	PERP	KRT18	ATF3	GNGT1	LCMT1-AS2	ERVW-1	AC044810.2	EFHD1	AC211433.1	GPX3	GRHL2	USP43	ITGB4	STEAP4	TNFRSF12A	LINC01194	BZW2	PHLDA2	HSD17B1	DACT2	C4orf36	ERVH48-1	HSPB8	SP6	PSG11	PPP1R13L	DEPP1	LINC00470	ZBED9	XAGE3	CBR3-AS1	CSRP2	NFE2L3	TPRXL	ARHGEF5	MAP11	MAFF	SERINC2	LINC02112	FOXO6	KRT23	ATP6V1C2	SCIN	ASS1	ITGB6	SLC47A2	EPS8L1	CNKSR1	MIR4307HG	PROSER2-AS1	RASSF6	MAGI1-AS1	LINC00578	NLRP2	TCL6	LINC02583	MIR4713HG	IMPA1P1	DUSP9	TRIM29	MCOLN3	SPINT1	PAPPA-AS1	ISM2	CPZ	ZNF702P	LINC00663	RNU1-134P	LINC01920	PSG8	CLDN4	SMIM18	ERVFRD-1	INSL4	LINC02540	RPL12P20	SERPINB2	C1orf115	NOCT	TNS4	LINC00964	PRB1	AC011921.1	RNU6-272P	NECTIN4	ZNF93	VGLL1	DDX10P1	LINC01524	YIPF2	NCMAP	RDH13	TM4SF19	F5	MAP3K2-DT	RCC2-AS1	NDOR1	ST8SIA6-AS1	AL117329.1	MYL5	LINC02616	PWWP3B	SLC13A4	LINC02307	KRT7	CLRN1-AS1	TMEM184A	HTRA4	TP63	SLC19A3	LINC02327	DNAI2	LYPD5	ESRP1	SLC52A1	RGPD2	CLIC5	CLDN7	AC012464.1	ADRB1	AP1M2	DYNLRB2	CXorf56	GOLT1A	NFE4	LINC01687	HCAR1	MUC15	AC009264.1	SMIM2-AS1	FAM3B	RPS12P26	TFAP2C	Z97634.1	FAM83G	CPS1	AC016687.3	ALDH4A1	XKRX	TAS2R13	AC110619.1
DESCARTES_FETAL_ADRENAL_MEGAKARYOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_ADRENAL_MEGAKARYOCYTES	GP9	PF4	PPBP	GP1BA	ITGA2B	ITGB3	P2RX1	THBS1	PLEK	FERMT3	ZYX	TUBB1	MMRN1	LTBP1	ARHGAP6	ACTN1	LIMS1	TLN1	RAB27B	MPIG6B	PKHD1L1	COL24A1	SELP	RGS18	RSU1	CPA3	CMTM6	HPSE	NRGN	CNST	LY6G6F	PDLIM1	PTGS1	HBD	SLC37A1	GP6	LAT	IRAG1	CLEC1B	TREML1	MYOM1	ELOVL7	RUFY1	FCER1A	CBFA2T3	ADCY6	F2RL3	THCAT158	LINC00534	EGF	PROSER2	TMEM91	LINC00504	SERPINB1	LGALSL	SLC8A3	ALOX12	LINC02284	ACRBP	ANKRD33B	EFHC2	RBPMS2	SEPTIN5	PTCRA	XYLT2	WFDC1	CXCL3	INAFM2	LY6G6F-LY6G6D	LINC00989	MPL	LINC02770	GCSAML	RPL17P22	MDM1	CXCL2	TUBA8	SEC14L5	LINC00211	PADI4	AL157895.1	GP5	HYAL3	AQP10	LEFTY1	C19orf33	EXOC3L4	CCDC175	BEND2	H4C8	AP003068.2	LINC02470	HGD	XIRP2	C15orf54	AC141424.1	KCNMB1	CRISP3	AC119868.1	ITGB1BP2	PGAM1P8	PCP2	CFAP45	DNAAF3	TUBAL3	GRM3-AS1	CMTM2	CHRNA2	CAPN11	MCEMP1	GOT2P7	AL355103.1	C1orf116	LINC02701	AC009962.1
DESCARTES_FETAL_ADRENAL_SCHWANN_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_ADRENAL_SCHWANN_CELLS	MPZ	SOX10	CDH19	OLFML2A	PLP1	SLC35F1	PTPRZ1	TRPM3	ERBB3	XKR4	PPP2R2B	GRIK3	COL18A1	SCN7A	NRXN1	MCAM	ALDH1A1	GPM6B	CDH6	CSMD1	NGFR	ADAM23	LPL	PRIMA1	LINC01505	S100B	NKAIN4	PMEPA1	MEGF10	COL28A1	CHL1	TMEM176A	GFRA1	TTYH1	GPC1	ATP1A2	TMEM176B	FOXD3	TSPAN11	CHST9	CRISPLD1	SLITRK6	COL20A1	LGI4	CNP	FXYD1	SHISA9	LINC01748	SCRG1	INSC	SLITRK2	TMEM132B	SYNPR	LRRTM1	BCAN	METRN	ZNF804B	AC099792.1	SHC4	LINC00511	SOX2	PRDM16	SEMA3G	HEY2	HSPB2	DTX4	GPR83	GRIN2B	ARHGEF26-AS1	LAMP5	MIA	PMP2	PTX3	MMD2	ATP10B	SOX8	UGT8	GPR17	DLX1	SV2B	LRRN1	ADAMTS8	HEY1	FGFBP3	LINC00461	CRABP1	DHH	GINS3	ALOX15	SYT10	AZGP1	RXRG	KCNA2	AGRN	FOXD3-AS1	HEPACAM	LGI2	LINC00645	GAL3ST1	MYOT	KCNJ10	PRDM16-DT	STAC2	CNMD	CNTN2	ART3	PPP1R1C	PLEKHB1	LINC00327	WNT16	GJC3	TRDN	MYOZ1	EXTL1	LINC01339	LYPD1	STK32A-AS1	C2orf72	WFDC2	LINC00466	OPRK1	H1-9P	CCDC160	MYO16-AS1	AC006487.1	CLDN14	TAC1	TCP11	MATN4
DESCARTES_FETAL_ADRENAL_MYELOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_ADRENAL_MYELOID_CELLS	MS4A7	MS4A4A	CD163	CD14	VSIG4	C1QB	C1QA	C1QC	MS4A6A	CD163L1	MS4A4E	SLCO2B1	FGD2	ADAP2	SPP1	CYBB	MPEG1	LGMN	MSR1	HCK	SLC1A3	CSF1R	CPVL	IFNGR1	HLA-DPA1	CST3	MERTK	HLA-DRB1	HRH1	HLA-DRA	CMKLR1	HLA-DPB1	RNASET2	SIGLEC1	CD4	CD68	CD86	SPI1	CYTH4	LILRB5	CLEC7A	PTAFR	FOLR2	CCDC26	HMOX1	RYR1	HLA-DMA	CCR1	C3AR1	CD5L	FAM20A	TLR1	KCNK13	P2RY12	SLC7A8	HLA-DQA1	HLA-DMB	LILRB2	FPR3	TYMP	LYZ	RAB39A	PLA2G7	SCIMP	SLC7A7	TRPM2	IGSF6	GGTA1	P2RY13	LINC00996	SMIM35	GPR34	RNASE6	LILRB1	TMIGD3	TMEM106A	C5AR1	CD209	ADAM28	CTSZ	UNC93B1	TNFRSF11A	TLR2	PILRA	FGL1	LRRC25	MNDA	HLA-DQB1	SECTM1	NLRP3	TLR6	LILRA6	AGR2	LILRB4	PRAM1	NCF2	ITGAX	RGS1	SIRPB2	TIMD4	NFAM1	RNF135	ADGRE2	SIGLEC14	MARCO	IER3	CLEC10A	TLR5	MX2	FLT3	CD33	LILRB3	TMEM273	CXCL8	NLRC4	SIGLEC10	LINC01357	PLAUR	TREM2	FPR1	CALHM6	GPBAR1	CFD	FCGR1A	KCNE1	HLA-DOA	TGFA	MILR1	PDCD1LG2	OSCAR	RN7SL138P	LILRA5	LINC01684	AC106865.1	LACC1	LILRA2	RN7SL297P	NAIP	CD300LF	SLC37A2	SLC11A1	SIGLEC16	HK3	MS4A14	SIGLEC8	SLAMF8	IL1RN	LILRA1	MSLN	CD300C	LINC01094	CCDC200	FCN1	RUFY4	SIGLEC5	ASCL2	TMEM150B	IL10	PELATON	SIRPB1	SPIC	KCNG2	ADGRE1	ZMYND15	SIGLEC12	CXCL10	CASP5	C11orf45	CD80	FCGR1B	LINC01645	NOD2	NAIPP3	MEFV	TRIM50	RIPK3	HLA-DRB9	LINC01480	MTCO1P11	PDYN-AS1	EFCAB15P	CLEC4F	AC007448.4
DESCARTES_FETAL_ADRENAL_SYMPATHOBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_ADRENAL_SYMPATHOBLASTS	SLC24A2	PENK	ARC	SLC35F3	ST18	KSR2	CHGA	CNTN3	CCSER1	CNTNAP5	PNMT	PACRG	CDH18	SORCS3	AGBL4-IT1	GALNTL6	AGBL4	PCSK2	KCTD16	OPRM1	CARTPT	PRR16	AC079160.1	FAM135B	FUT9	HS3ST2	BRINP1	BAIAP3	VWA5B2	MIR7-3HG	ELAPOR1	KCNJ6	KCNK9	ADGRA1	COLGALT2	USH2A	SLC38A11	CFAP46	MRAP2	C12orf29	LINC02197	GCGR	KLHL1	GABBR2	VGF	LINC02513	GCK	SLC8A2	LINC00634	VWA3A	C11orf87	AC012349.1	GLRA3	SLC6A17	GABRA1	RET	BTBD17	AKAIN1	NPAS4	VWA5B1	ANKRD18A	SERTM2	KLK4	PLCH2	RASD2	KIAA2012	PPP1R17	C21orf62	ZBBX	PANTR1	TPBGL	CACNA1E	C2CD4A	LMNTD1	LINC02248	CPEB1	TMEM114	DNAI1	PRLHR	IL13RA2	ASPDH	JAKMIP3	LRRC10B	KY	ADAM29	RD3	CNGA3	TEKT1	GPR139	GLB1L3	KISS1R	TAFA3	FBXO2	DRGX	TGFBR3L	SHISAL1	TMEM190	TMEM271	RPSAP57	CACNG3	POU2F3	GLS2	SLC16A11	GRM7-AS3	RN7SL180P	ALPK2	CFAP61-AS1	SAPCD1-AS1	PURPL	RNU6-103P	ABCG8	ATP6V1G2-DDX39B	GOT1L1	CCDC172	C5orf49	DPY19L2P4	GLP1R
DESCARTES_FETAL_ADRENAL_ERYTHROBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_ADRENAL_ERYTHROBLASTS	C17orf99	SLC4A1	AHSP	GYPA	HBM	EPB42	SPTA1	GYPB	ALAS2	TLCD4	HBZ	HBA1	HBG2	HBA2	HBB	GYPE	SLC25A21	HBG1	SLC25A37	TMCC2	SELENBP1	RHCE	FECH	CPOX	ABCB10	TRAK2	XPO7	TFR2	ANK1	TSPAN5	CAT	SPTB	RHD	HEMGN	HECTD4	BLVRB	XACT	SPECC1	SOX6	GCLC	EPB41	FAM178B	KLF1	DPF3	ERMAP	MARCHF8	PPME1	ART4	SLC14A1	ACSL6	TENT5C	TRIM10	CA1	SLC25A39	ALAD	SLC22A4	ABCC13	HBE1	E2F2	RFESD	NARF	EIF5AP2	SEC14L4	PIGQ	ESPN	TSPO2	RSAD2	PTH2R	CTSE	GLRX5	YPEL4	SLC22A16	CD46P1	RNF123	PHOSPHO1	DYRK3	PPOX	GALNT5	ACKR1	LINC02506	DHRS13	TLCD4-RWDD3	HBQ1	TPSB2	AC092802.1	TPSAB1	ABCB5	IBA57	RNF224	HDC	ARG1	BGLT3	PKLR	THEGL	KRT1	TDH	CDK15	KRT13	AC114811.2	ERVE-1	LINC01399	HBBP1	SCYL2P1	SMCO3	ITLN1	PRG2	ST6GALNAC1	PRSS51	HMGN1P1	AC073349.1	IFIT1B	LINC02772	HNF4A-AS1	FAM167A-AS1
DESCARTES_FETAL_ADRENAL_STROMAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_ADRENAL_STROMAL_CELLS	SULT1E1	HHIP	MGP	SFRP2	DCN	MSC-AS1	ITGA11	OGN	DKK2	RSPO3	COL3A1	LUM	CCDC102B	SCARA5	PRRX1	ABCC9	PCOLCE	LAMC3	LRRC17	PDGFRA	ZNF385D	ADAMTSL3	LOX	CLDN11	ABCA6	COL6A3	EDNRA	PAMR1	C7	BICC1	COL1A1	MXRA5	GLI2	COL12A1	GAS2	POSTN	CD248	PCDH18	IGFBP3	FREM1	CCDC80	ACTA2	CDH11	ISLR	PRICKLE1	FNDC1	PRELP	C1R	PTH1R	PDE1A	ABI3BP	THBS2	ZFPM2-AS1	TAGLN	TWIST2	TBX18	PTCH2	CBLN4	TRPC4	RXFP1	COLEC11	IGFBP6	PI15	FMOD	SULF1	CARMN	PI16	MYH11	TMEM119	AL357507.1	ASPN	CYP1B1	PLA2G5	EBF3	CCN4	MEOX2	ADAMTS15	OLFML1	OSR1	FAP	ITGBL1	ANO1	FGF7	AGTR2	SGCG	PDGFRL	ADH1B	CYP4X1	NGF	METTL24	AC064875.1	TCF21	C1QTNF7	LINC02643	BMP4	NPAS1	SRPX2	PODN	GATA4	KDELR3	ADAMTS9-AS1	MYOCD	LINC01031	ADRA1D	BPI	ADAMTS14	FHL5	WT1	TDO2	WT1-AS	FOXS1	EMX2OS	MIR1245A	RSPO2	REM1	NPY5R	DCDC2C	C6	GLP2R	CHRDL1	MSC	AARD	IGFN1	DIO3	FMO1	LINC02126	DNAJC22	LINC02507	VIPR2	POM121L9P	RXFP2	PCOLCE-AS1	ACTG2	CYP4Z1	DMKN	NGF-AS1	WNT2	LINC02082	TRPA1	GJB2	GDNF-AS1	IL6	CNTN4-AS2	LINC00702	DIRC1	C9orf92	LRRC71	LINC02873	LINC02026	LINC02653	LINC01836	THPO	PGM5P4
DESCARTES_FETAL_ADRENAL_VASCULAR_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_ADRENAL_VASCULAR_ENDOTHELIAL_CELLS	GALNT15	CALCRL	FLT4	DNASE1L3	SLCO2A1	FCGR2B	F8	TM4SF18	IRX3	DIPK2B	CYP26B1	TMEM88	KDR	ROBO4	PODXL	NR5A2	ESM1	NOTCH4	CEACAM1	ADGRL4	SOX18	PCAT19	PLVAP	ECSCR	BTNL9	NPR1	CDH5	KANK3	CRHBP	PTPRB	SHANK3	TEK	CHRM3	ARHGAP29	RAMP2	PLPP3	MMRN2	RASIP1	APLNR	EHD3	TCIM	MYRIP	TIE1	EFNB2	ID1	SHE	HYAL2	CDH13	CLDN5	RGS7BP	SLC9A3R2	CLEC14A	LDB2	ST6GALNAC3	PDE2A	ENG	FAM102A	PCDH12	ELK3	CD34	AFAP1L1	GALNT14	EFNA1	SNCAIP	FCN3	GPM6A	DLL4	ACVRL1	ADCY4	SOX7	EDN1	VAMP5	ARHGEF15	HLX	BTNL8	TMEM233	CNTNAP3B	CP	MADCAM1	CD300LG	FCN2	OIT3	SEMA6B	TACR1	USHBP1	INHBB	GPR4	SLC26A5	CX3CL1	GPR182	SLC5A4	THSD1	EEF1A1P31	TMEM255B	STAB2	SOX17	NRN1	BCL6B	EFCC1	EXOC3L1	RBP5	GRAPL	STC2	SPAAR	CDA	CCDC60	TRPM6	AC104211.1	IRX5	GPR1	LINC02196	CTD-3080P12.3	LINC02289	AC007743.1	RIPPLY3	FAM110D	SCGB3A1	ODF3L2	IGFBP1	AC105001.1	NT5ELP	FFAR2	SMIM9	LINC02005	LINC00305	FGF23	FMO6P	HID1-AS1	ROPN1L	RAET1G	HRCT1	PLIN4	ACSM2B	LRRC70	CA4	RAET1E	TMEM235	NAT8	RN7SL169P
DESCARTES_FETAL_ADRENAL_CHROMAFFIN_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_ADRENAL_CHROMAFFIN_CELLS	GAP43	MARCHF11	PRPH	NPY	HMX1	HS3ST5	NTRK1	PTCHD1	TMEFF2	IL7	EYA4	STMN4	TMEM132C	PTCHD1-AS	RPH3A	TUBB2B	TUBB2A	ALK	KCNB2	PLXNA4	FAT3	RBFOX1	GREM1	MLLT11	ANKFN1	CNTFR	ELAVL2	REEP1	CCND1	SLC44A5	MAB21L1	GAL	EYA1	SLC6A2	RYR2	MAP1B	ISL1	BASP1	ST8SIA2	HECW1	BRINP2	KCNK10	KCNG1	TRIM67	CFAP20DC-AS1	ONECUT2	CADM3	SV2C	HAND1	DUSP8	INSM2	TTC9B	PIRT	LINC01201	TMEM35A	PLPP4	LRRTM2	JPH3	TRIM36	AMER2	IGLON5	INSRR	PEX5L	SCUBE1	FAM131B	KRTAP5-AS1	FRMPD3	ARSF	TMEM196	DIRAS1	ARHGDIG	PKIA-AS1	SPHKAP	AC013562.1	AMER3	DCLK3	LINC01561	SERTAD4	HECW1-IT1	FOXN4	C9orf24	C9orf129	CAMK2A	TLX3	CAVIN4	SHOX2	HTR3A	CREG2	AC125611.4	SLC22A9	ENTPD3	PRKAG2-AS1	LINC02605	AC103855.2	PHEX-AS1	SERTAD4-AS1	NUDT10	LINC02074	ADCY8	RPSAP43	LINC02269	RORB-AS1	RNU7-99P	LINC01539	FAR2P1	NRG1-IT3	LINC02525	RNU6-457P	AC006305.1	LINC02600	LINC02066	HIKESHIP1	TTLL7-IT1	AC079089.1	LINC02607	THAP12P7	IRX6	C1orf229	MGC15885
DESCARTES_FETAL_ADRENAL_LYMPHOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_ADRENAL_LYMPHOID_CELLS	SKAP1	BACH2	NKG7	CD247	SLFN5	IKZF2	CD96	IL7R	RUNX3	CD7	PTPRCAP	CCDC88C	PLAC8	GNLY	CARD11	IL2RB	RHOH	PRF1	SELL	SLFN12L	PYHIN1	IL2RG	LTB	PTPN22	NIBAN3	TRBC2	TCF7	TRAF3IP3	IL12RB2	CD79B	ITK	FCMR	GZMA	CD3E	LINC00861	CYTIP	THEMIS	RASGRP1	CRIP1	CCR7	IGKC	LCK	CD3G	KLRB1	CD79A	IGHM	NCR1	IKZF3	MS4A1	SYTL3	PAX5	LINC01934	CD8A	CST7	KLRC1	SH2D1A	EOMES	GZMB	SLAMF6	CD52	KLRC4-KLRK1	DUSP2	SEPTIN1	FCRL1	KLHL14	ISG20	TMEM154	HSH2D	CD160	TBC1D10C	BIRC3	CD3D	LY9	S1PR5	GBP5	PCED1B-AS1	CD244	ZAP70	SLAMF7	MYO1G	TRAT1	IL32	ACAP1	IGHD	TMIGD2	PTGDR	IL18RAP	TCL1A	KLRF1	SYTL1	MATK	IFNG-AS1	GZMH	MYBL1	CD2	PLAAT4	KLRC2	SH2D1B	GZMM	CD27	CRTAM	ZNF831	TBX21	FCRL5	XCL1	IGLL1	SIT1	ICOS	P2RX5	ARPP21	GPR171	GALNT3	SH2D2A	KLRC3	NCR3	ADAM8	BTLA	AC016168.2	GZMK	KLRK1	BLK	UBASH3A	TRDC	DTHD1	SPIB	FCRLA	GPR18	NT5C3AP2	TMED11P	TIGIT	SLAMF1	CD5	LINC00426	SPTSSB	IL2RA	FCRL3	CCR6	HLA-DOB	LINC01215	COL4A4	NPM1P7	MZB1	P2RY10	ADGRG3	SULT1B1	NOG	FCRL2	IRF4	CXCR5	LINC01192	LAX1	LINC01478	CD8B	JCHAIN	IRGM	CD19	C22orf24	MME-AS1	BCAS1	TTC16	LINC02542	LINC01606	ZNF550
DESCARTES_FETAL_ADRENAL_SLC26A4_PAEP_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_ADRENAL_SLC26A4_PAEP_POSITIVE_CELLS	Z93022.1	MYCBPAP	LINC00923	SLC26A4	TEX41	LINC02745	GPRC6A	USP51	LINC02296	LY6E-DT	UICLM	IL1A	MTERF2	MAPK10-AS1	KDM4A-AS1	VMO1	NPHP4	RPL38P1	ZC3H12A	LINC02410	LOC101927815	LINC02718	CASC8	SLC22A1	HMBOX1-IT1	LINC02389	MYADM-AS1	RXYLT1	ZNF786	TNFRSF10C	PBDC1	RN7SL749P	GALNT9	VAV3-AS1	HSD3B2	CFAP47	KIRREL1-IT1	ZNF747	AP000462.2	AMIGO1	TYMSOS	RNU6-518P	LMNB1-DT	AL359878.1	AC099778.1	CTF1	PNMA6F	SAXO1	TUBBP5	ZNF296	SNORA14A	GTF2H2B	BAK1	VPS9D1-AS1	HOGA1	NFIA-AS2	RNVU1-32	LINC00887	LYG1	MINAR2	C5orf64	CAV3	TTLL9	AP000688.1	BRWD1-IT1	EFCAB1	EXOC3-AS1	ANO7L1	PHBP19	MRGBP	PRICKLE2-AS1	LINC01837	HDHD5-AS1	SNX25P1	ULK4P1	ZNF683	NOMO2	FRMPD3-AS1	CCT6B	ZNF845	AMD1P3	SPINK8	ZNF597	F2RL1	GTF2IP13	ATP2A1	ELAC1	LINC00616
DESCARTES_FETAL_ADRENAL_ADRENOCORTICAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_ADRENAL_ADRENOCORTICAL_CELLS	LINC01485	MGC27382	AJ009632.2	C1QTNF1-AS1	RNU6-944P	LINC02045	LINC01717	RNU6-56P	AC011467.1	RGS8	MMADHCP2
DESCARTES_FETAL_CEREBELLUM_MICROGLIA	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBELLUM_MICROGLIA	CLEC7A	OLR1	LINC02712	FCGR1A	P2RY12	FGD2	SPP1	FCGR2A	DOCK8	VSIG4	SAMSN1	TREM2	CX3CR1	C3	ITGAX	CYTH4	TLR7	PTPRC	CD86	CD14	SIGLEC10	FCGR3A	FOLR2	IKZF1	ADAM28	TFEC	C1QC	CYBB	CD53	BLNK	LY86	P2RY13	APBB1IP	MS4A7	C1QA	PLD4	IRF8	HPGDS	CD68	CSF3R	HMOX1	RBM47	C1QB	LPAR5	TYROBP	ITGB2	PIK3R5	LINC02642	SPI1	LCP1	NCKAP1L	CSF2RA	FPR1	VAV1	PIK3AP1	RGS10	ITGAM	TBXAS1	CD84	DOCK2	HCK	GPR34	FYB1	IRAG2	CSF1R	BIN2	TMEM144	FGL1	LINC01094	HPSE	IL6R	LAPTM5	SLC38A4	PLEK	SYK	KCNK13	NPL	LINC00278	PTAFR	MERTK	APOC1	TMC8	S100Z	RAB20	TLR10	IPCEF1	CD36	FMN1	SOCS6	LGMN	PLA2G7	ITGAL	GPNMB	PDK4	SALL1	NRROS	LRRC39	CTSC	RNASET2	CD74	RYR1	GLIPR1	RUNX1	MYO1F	SLC7A7	CPVL	P3H2	ATP8B4	MKNK1	AOAH	TLR1	CSF1	WDFY4	RHBDF2	GLDN	MAF	ARHGAP25	B3GNT5	GAL3ST4	CD83	RIN3	ALPK1	CTSS	RTTN	CD226	PPARG	ABCC4	IFNGR1	LCP2	ICAM1	IGF1	LRRK1	HAVCR2	IL17RA	LRMDA	BIN1	XACT	BHLHE41	AP1B1	NFATC2	HRH1	GNB4	CD4	MANBA	ELL2	SLC9A9	STEAP1B	ADAP2	BNC2	RUBCNL	SFMBT2	DAGLB	MAP3K5	DNASE2	B4GALT1	GAB3	PLD1	LINC-PINT	ANKH	HTRA1	ZNF710	CTSB	ARHGAP15	MITF	DOCK4	PIK3CD	LYN	FTL	CREG1	SMAP2	GADD45B	PLVAP	PLEKHA2	ANXA4	TAL1	ARHGAP12	BMP2K	CAPZB	APOE	GM2A	ATG7	SNX29	ENTPD1	PLXDC2	TM6SF1	SKAP2	DIAPH2	LPCAT2	PLCG2	BTG2	ADAMTS17	TBC1D12	FAM102B	RABEP1	GAB2	RPS10-NUDT3	TLR4	SGK3	ADAM9	TRPM2	SORL1	TBC1D22A	IRAK2	SLC11A1	CTSZ	CYSLTR1	MPEG1	SLC15A3	SERPINF1	IL1B	LINC00996	SELPLG	EGR3	TMEM119	TLR6	IGSF6	CARD11	LILRB4	MNDA	NINJ1	GYPC	TEC	C2	CEP295NL	AC104123.1	HK2	CCR1	TMIGD3	ALOX5	NFKBID	CD37	SPTLC3	MMRN1	AZIN2	ARHGAP4	FAM149A	SIGLEC8	LY96	SP140	GPR183	TNFSF18	NMRK1	CH25H	FCER1G	PDE4DIPP7	TASL	ARHGAP27P1-BPTFP1-KPNA2P3	AIF1	TMEM106A	GGTA1	UNC93B1	MFSD1	LGALS3	ARRB2	PRKCD	RENBP	TAGAP	LINC01235	PLCB2	CEACAM21	TMEM273	ARHGAP30	PLA2G15	ATP6V1B2	OSBPL11	RGL3	NFKBIZ	SUCNR1	ADA2	SMIM35	ARID5A	HSD17B14	LINC01141	C3AR1	DHRS9	HCLS1	IL18	RASAL3	C5AR1	MAN2B1	DPP7	CDKN1A	ADPGK	TANGO2	MAFB	NFATC1	CXCL16	TMEM156	KBTBD12	UCP2	LAIR1	RAB39A	CTSL	RGS1	FCGR1B	SCIMP	SLC2A5	MILR1	CCDC88B	PIK3CG	EVI2B	ITGB3	CD180	ERMAP	IL10RA	MYOZ2	NLRP3	MAP3K8	ALOX5AP	PTGS1	TRAF3IP3	TYMP	GAA	SIGLEC9	CRYBB1	WDR91	KCNJ5	SCIN	NFAM1	LINC01768	MIR222HG	LINC01909	CD274	OTUD1	CAPG	DEF6	CEP250-AS1	GBGT1	STYXL2	SLC37A2	NABP1	BTK	MIR583HG	MACORIS	DOK3	MR1	MAST3	SASH3	ADRB2	NCK1-DT	PTPN6	MROCKI	RAB3IL1	SERPINA1	TLR5	CCL2	AMPD3	LY75	BLVRB	DENND1C	TMEM86A	TNFSF13B	TEP1	SLC29A3	COL8A2	SH3BP1	RCN3	CEBPA	RN7SL297P	PARVG	LST1	LINC00671	ACSM5	STXBP2	SIGLEC14	FMNL1	CD163	STAT5A	LILRB1	S100A1	SPN	PRAM1	HLA-DMB	WAS	EGR2	LILRA2	PARP15	SPNS3	OSCAR	CD33	DENND2D	TNF	GNA15	TMIGD2	SLFN11	FERMT3	TMEM52B	PTGER4	LYVE1	RASGRP4	TRIM22	RN7SL138P	ABCC13	SUSD3	RHOH	TNFRSF10C	GPRC5D-AS1	DIAPH2-AS1	ELF4	CD28	SLC22A18	NLRC4	IRF5	FAM198B-AS1	TREML1	SMPDL3A	DAPP1	KCNK6	APOBR	TMCO4	CHIT1	LNCAROD	RXFP1	LACC1	GALNT6	CD5L	CHI3L1	TFCP2L1	NCF4	PCED1B-AS1	KPNA2P3	AC008691.1	ARRDC5	PTER	JAK3	ST14	LINC00539	CSF2RB	GPR132	ARL5C	SLC28A1	ACY3	TEX14	LAG3	RNASE6	BCL2A1	C19orf38	LINC01480	CLEC19A	CD300LF	BATF	DPRXP4	TNFSF8	OSM	ADAMTSL4-AS2	SIGLEC11	MYO7A	CFD	UNC13D	CDKN2A	HOMER3-AS1	ALDH3B1	IL7R	CASP1	LILRA6	P2RY6	ARL11	GDPD4	UAP1L1	ARRDC2	ZNF503-AS1	DPP4	MS4A14	LINC01645	GPR84	LINC02381	PCK2	LINC01504	LY86-AS1	IL12RB1	TNFAIP8L2	MS4A4A	IL1A	TLR2	PLBD1	EPHA1-AS1	GPBAR1	C9orf106	CPA6	TXK	LRRC25	H2BC4	AC156455.1	CARD9	EBI3	AC044810.2	PPP1R2P4	ARHGAP9	CASS4	ITGB2-AS1	LILRA4	SIGLEC7	FBXO40	AC025171.2	HMGB1P21	ZEB2-AS1	CNGA1	P2RY8	CCDC200	FAM238A	LILRB5	H2BC11	RNY4P34	RGS18	MS4A6A	C5AR2	PDCD1LG2	RN7SL32P	RN7SL105P	GBP2	CXCL8	LILRB2	PDYN-AS1	RAC2	IL6	AIDAP2	ZC3H12D	BATF3	S100A9	AC002480.1	GP9	RPS23P6	CARD14	IL6R-AS1	RASL10A	AP000439.2	LYZ	SLC25A24P1	IL1RN	P2RX1	CD300C	HLA-DMA	LINC01736	H2BC18	CD69	FFAR2	ADTRP	CASP5	LRRC18	AC106865.1	MRO	CYTIP	CCR3	ULK4P1	DUSP29	APOC4	CDCP1	S100A4	RN7SL834P	ACP3	BIRC7	KIR3DX1	SLC17A9	LINC01845	ERP27	AGMAT	LINC01375	IL10	LINC01678	GAPLINC	C11orf21	ODF3B	ADGRE4P	SIGLEC5	AC090197.1	MX2	RNU7-29P	LILRA1	ZMYND15	AC129507.1	FCGR2B	SELL	TXLNB	PTCRA	FCGR2C	TSPAN32	AC026992.2	SLAMF6	EDNRB-AS1	CORO1A	LINC01194	PLCL2-AS1	SULT1C2P1	RNU2-59P	HSPA6	COX6CP17	HLA-F-AS1	SDS	TNFSF14	CRHBP	SPATC1	H2BP2	LINC01546	RPL6P8	LILRB3	RERE-AS1	RN7SL172P	HAVCR1	LRRC74A	APOC1P1	C11orf45	HMGA1P4	SNAI3	MEP1A	KCTD9P1	RNU4-62P	NLRP4	ABCC5-AS1	ALOX15B	SLC5A9	MEFV	LINC01684	MTND5P2	ASTL	C20orf197	LINC02541	CFB	LRRC37A15P	IL4I1	ARL4AP5	CACNA2D4	FAM157A	FAM177B	RNU6-1228P	MEPE	SNX20	NPM1P10	PYCARD-AS1	RNFT1-DT	AL161630.1	LINC02435	PTPN7	CLECL1	VWA7	SLC16A6P1	MIR570	CLEC9A	GOLGA8H	RPS29P20	WASHC5-AS1	RNU4-53P	IGFLR1
DESCARTES_FETAL_CEREBELLUM_VASCULAR_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBELLUM_VASCULAR_ENDOTHELIAL_CELLS	FOXC1	ROBO4	BGN	MYCT1	ESAM	GJA4	ECSCR	DIPK2B	SLC38A5	SEMA3G	GGT5	TIE1	TM4SF18	SOX18	SRARP	APLNR	ZNF366	CAVIN1	ITGA1	GIMAP7	VWF	CD34	ADGRF5	HSPA12B	SULT1E1	FOXQ1	CLEC3B	CLDN5	APLN	FAM124B	PCAT19	ACVRL1	ADGRL4	ERG	LRRC32	DSP	KDR	FLT1	CAVIN2	CAVIN3	SLC6A12	FOXF2	IGFBP7	LSR	TBX2	DPEP1	CDH5	FOXS1	STRA6	CGNL1	CCDC141	ABCB1	ITIH5	ITM2A	FN1	RGS5	TM4SF1	SLC38A11	AFAP1L1	TBX3	SERPINE1	AL357507.1	ECM1	LINC02147	TGM2	HIC1	ANXA1	MMP25	SLC7A5	SLCO1A2	CD248	KCNJ8	LAMC3	SOX7	MFSD2A	NDUFA4L2	CD93	CA2	TMEM204	COL3A1	LEF1	THBD	NID1	CFH	ADM	OLFML2A	ICAM2	NOTCH4	PRELP	GPER1	MECOM	RAMP2	ADGRA2	EDN1	NOSTRIN	SLC9A3R2	CCN2	TBX18	KANK3	EHD2	SLC2A1	DLL4	IFITM3	PCDH18	TTN	NKD2	MMRN2	ETS1	C1orf115	IGF2	VAMP5	GNG11	SLC7A1	CNN2	SLC7A11	PODXL	PTPRB	TGFB1I1	FLT4	RRAS	VWA1	CLIC5	TFRC	ISM1	RBPMS	TAGLN2	SLCO2A1	EPAS1	ABCC9	TRPC6	ZNF503	RASL12	PELO	ID3	PDGFRB	ANGPT2	S1PR3	JCAD	ARAP3	ACE	LXN	EDNRA	WWTR1	MYO1B	PHLDB2	IFI27	PALMD	IFITM2	NPAS2	RASIP1	SLC38A3	SLC39A8	ENG	CAV2	CAV1	IFI6	THSD1	HSPG2	S100A16	ACTN4	SLC16A1	COL4A1	UNC5B	RHOC	PCDH12	SLC3A2	HOPX	EVA1B	BCAM	ARHGAP29	MELTF	DLC1	ABCG2	SERPINH1	GIMAP6	SPARC	SLC39A10	GRAP	HBG2	RGCC	HYAL2	SHC1	DENND2C	ATP8B1	HBA2	CDH6	TSC22D3	FAM43A	EGFL7	COL18A1	MYO10	HBB	SMG1P3	DAAM2	IGFBP4	FKBP1A	EMCN	UACA	COL6A2	LMO2	MIR4435-2HG	RHOB	FSTL1	HBA1	KLF2	ANO2	CCDC85B	PLS3	BSG	PDGFB	LAMC1	ATP10A	CD82	TEK	LMCD1	DUSP6	SMG1P2	MYL12A	SMTN	ECE1	PRSS12	SLC12A7	NIBAN2	CD109	HBG1	CD320	ID1	PRKCH	GIMAP1	SLC26A2	SLFN5	CALD1	SH2D3C	KCNJ2	TIMP1	DCBLD1	SLC38A2	LAMB2	LRRC55	SAMM50	C1orf54	CCM2L	FGD5	MAP4K2	CCDC3	SLC1A4	PLXDC1	NOTCH3	MYL12B	IQGAP1	FLVCR2	TNFAIP8L1	CAPNS1	APCDD1	C4orf3	INF2	MCAM	CRIP2	HES1	KLF13	MYO1C	IQGAP2	COL4A2	ARHGAP18	COBLL1	HEG1	LATS2	SHANK3	RGS3	PLOD1	AHNAK	GPD1L	PINK1	FILIP1	CDC42EP1	LINC01644	LINC00607	FHL3	CARMN	PROCR	GBP4	ARHGEF15	KLF4	HIGD1B	C2CD4B	HEYL	BHLHE40	SYDE1	POLR2L	RFLNB	ADCY4	MYLK2	EFNA1	HTRA3	PGF	SLC9A1	TBXA2R	QPCT	NODAL	FZD4	KCNE4	S100A10	SHE	EFEMP2	C22orf34	STARD8	FOXF1	NRARP	TNFAIP1	GATA2	VAMP3	ITPR3	NPIPB4	CLEC11A	SNAI2	TAX1BP3	SHROOM1	OAS2	WFS1	NOS3	KANK4	SYNM	GPR146	PCOLCE	GPR4	SLC22A10	VWA2	SPINK8	ITGA11	FOXL2	SOX17	CSRP1	IL32	TNKS1BP1	XIRP2	KLF10	XRCC6P5	TAMALIN	Z93022.1	GPRC5C	KIF26A	PTP4A3	CRIP1	MARVELD2	CD27	TCF7	MSX1	SLC5A6	AGRN	MYL9	DOK4	PTGDR2	SIGIRR	BCL6B	ST6GALNAC1	FAM110D	MT1E	P2RY14	PLAC9	USHBP1	OSMR	ANPEP	D21S2088E	CLEC1A	MOB2	PROSER2	CCN1	FKBP9	GADD45A	ANGPTL4	PEAR1	TMEM88	CETP	ISG15	TMEM45B	HELZ2	LHX6	CARD10	CDA	SMIM10	MATN3	GIPC3	COX7A1	IFIT3	BTNL9	GATA2-AS1	TAGLN	LINC01099	LINC02172	ERVMER34-1	PPP1R14A	FOSL2	SLC46A3	TMEM37	SERTAD1	ABHD17A	CDC42EP5	MYZAP	LAYN	FGR	FOXL1	AP001122.1	DEPP1	TWIST1	RAB11FIP5	LINC02043	RASD2	ERAP2	PPIC	TCEAL8	HTR1F	UPB1	SH3TC2-DT	OAF	TNXB	KIAA0040	APOL2	CARD8-AS1	F2RL2	GLRX5	LINC00877	C2orf83	HLX	C8orf58	FENDRR	TCIM	KIF17	CCDC102A	AC022613.1	TCF15	SH3TC2	OCLN	RAB13	KL	CDC42EP2	CTSK	IFIT1	VANGL1	EDN3	TDRD1	ALX4	TEAD4	CDKN2B	CKMT2	APOL3	PDLIM1	SULT1B1	SLC14A1	PIM3	HRCT1	EPHA2	ADA	MT1X	MOCS1	DEGS2	ADORA2A-AS1	LEF1-AS1	CD19	ADORA2A	PRX	CLEC2B	XPNPEP2	ST6GALNAC4	SLC52A3	PLEKHF1	LINC02751	PTH1R	EXOC3L1	PRND	AVPR1A	ZAP70	SMAGP	PAMR1	TENT5C	SPAAR	CALHM5	SLC16A12	HID1-AS1	MIXL1	OLFML1	GBP6	MYCBPAP	F2RL1	ACTA2	TDRG1	TNFRSF4	NIP7	TBX2-AS1	STOML3	LINC00636	SP6	DACT2	SLC26A6	LDLRAD2	GBP3	HSPD1P6	WWTR1-IT1	RUNX3	PTMAP5	RPS26P28	CASTOR1	P2RX5-TAX1BP3	STC2	SLC6A13	OCEL1	ALS2CL	IL1R1	DPPA4	TBX1	EMX2	NKX6-1	CASP4LP	CASP12	CXXC1P1	LINC00702	LINC01139	TMEM92	TNN	ENPEP	CYSLTR2	VSIG2	PRR29	FOXC2	SRPX2	MAP3K6	AL034346.1	NOS2	F2RL3	DBH	BTNL8	ZNF792	TINAGL1	AC114757.1	RPS14P4	NPIPB12	EPN3	LINC02266	PRRG2	TDGF1	EMX2OS	SLFN12L	FMO1	C1QTNF1	LINC02126	RN7SL69P	ASB9	LINC01391	LINC02765	CD79B	JPH2	FABP4	LINC02507	ZBTB42	ANAPC1P4	ODF3L2	ERVH48-1	RHOD	CFP	SMG1P4	L1TD1	GCOM1	MFSD6L	RP1	FOXD1-AS1	IAPP	LTF	CSAG1	JAML	SELE	OR9Q1	LMOD3	LINC02237	MUSTN1	ZNF503-AS2	ANXA2R	PTGIR	B3GNTL1P1	C16orf89	FOXD1	VIP	GASAL1	CRYBB2	AC025031.2	LINC00840	EIF5AL1	AP001189.1	RNU6-1045P	IFITM1	HEMGN	RLN2	C20orf202	AC100861.1	LINC02148	CD300LG	OR51E1	HBZ	MEDAG	S1PR5	S100P	MECOM-AS1	LINC01612	REM1	AIRE	UCP1	AURKAP2	MIR126	LINC02836	GBP1	ERICH4	PHOSPHO1	KLK1	CRYBB3	RPLP0P2	TMEM125	FKBP9P1	G6PC2	TUBB1	ALDH3A1	LINC02104	LINC02475	TRGC1	SLC7A5P2	AC116351.1	LYPD3	NAMPTP1	LINC02185	CAMTA1-IT1	AC103760.1	WWTR1-AS1	NACA2	RPS14P5	LINC00678	SLCO1B1
DESCARTES_FETAL_CEREBELLUM_SLC24A4_PEX5L_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBELLUM_SLC24A4_PEX5L_POSITIVE_CELLS	LINC01210	C8orf34	C8orf34-AS1	SLC24A4	GRIN3A	ZFHX4-AS1	L3MBTL4	GPR149	PEX5L	ZIM2-AS1	SAMD5	DCHS2	PTPRK	KCNQ5	VSTM2A-OT1	LGI2	SCN7A	OTOF	HTR1E	DMBX1	TRPC7	HNF4G	PCP4L1	ZPLD1	SCUBE1	LPA	DDX50P2	OPRD1	ANKRD20A11P	TLL2	GOLT1A	LINC01508	PHEX-AS1	LINC01982	LINC01151	ZNF860	PPP3R2	C6	ALPK2	AL137230.1	MANCR	RNA5SP269	ANAPC1P1	RNU6-1222P	PEX5L-AS2	RNA5SP87	FNDC9	IL31RA	AL008638.2	PNMA6F	RNA5SP180	LINC02153	RGS13	AL365271.1	LIPN	KLF2P2	CLC
DESCARTES_FETAL_CEREBELLUM_OLIGODENDROCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBELLUM_OLIGODENDROCYTES	GPR17	COL20A1	AGMO	PDGFRA	APOD	SOX10	LINC01170	ERBB3	ENPP6	LGR5	OLIG2	OLIG1	BCAS1	LINC01776	HAPLN1	LINC02588	UGT8	SCRG1	EYA1	PCDH11Y	TNR	PMP2	PCDH15	GALNT13	AL353784.1	PID1	PRKG2	ZNF365	PLAAT1	NBEAP2	LHFPL3	CA10	COL11A1	SLC44A1	ASIC4	NT5E	LINC02283	CLDN11	ARC	BMP8B	VXN	LINC01896	NPAS1	KLRC2	CHAD	MSC-AS1	MYBL1	KLRC4-KLRK1	PLXNB3	GAL3ST1	LINC02293	MYRF	PRKCQ	KLRC3	MIR4307HG	PPP2R2B-IT1	LHFPL3-AS1	H1-9P	CMTM5	MAG	GDNF-AS1	KLRK1-AS1	LINC01579	C10orf90	TMPRSS9	DMRT2	TMEM100	AC087473.1	HMX1	LINC02294	RTP5	DBX2	KLRC4	GDF6	MOG	ASIC4-AS1	LINC00924	B3GNT7	LINC02277	CCDC26	AC009227.1	CYP2J2	TNR-IT1	ART3	MROH9	NR0B1	KLRK1	ASB5	CFHR5	NKX2-2-AS1	DCAF4L2	KRT18P11	VSX1	LINC01581	LINC00575	LINC00901	FMO3	RNU6-994P	GDNF	HMGB1P29	PTCSC3	RLBP1	ROCR	LINC01254	ARHGEF3-AS1	SNORA74D	HR	KRT18P10	MKRN9P	SLPI	RNU6-687P
DESCARTES_FETAL_CEREBELLUM_UNIPOLAR_BRUSH_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBELLUM_UNIPOLAR_BRUSH_CELLS	LMX1A	EOMES	RPH3A	RSPO2	DYNC1I1	MID1	CHST9	CDH9	FBXL21P	SLC27A6	TMEM237	CHRM5	COL13A1	OTX2	TPBG	QRFPR	OTX2-AS1	RPGRIP1	HTR5A	LINC02032	RPS3P6	CNGB1	LINC01885	LECT2	ARSJ	HTR5A-AS1	PCARE	AC114296.1	LMO7DN-IT1	SSBL3P1
DESCARTES_FETAL_CEREBELLUM_ASTROCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBELLUM_ASTROCYTES	WDR49	AC099489.1	SERPINI2	LGR6	TNC	FST	OBI1-AS1	RMDN2-AS1	PIK3C2G	RGS20	CYP26B1	AQP4	MS4A8	CTNNA3	MLIP	CFAP54	LCAT	CRB2	PAX3	BTBD17	MGST1	CA12	CLU	SLC4A4	MLC1	MEGF10	LRIG1	ID4	ADAMTS12	RASGRP1	DNAH7	SLITRK6	HHIP	AC007402.1	AGTR1	EGFR	GFAP	CCDC102B	FREM1	TENT5A	STK33	FZD10	LRP4	ABCA8	NALCN-AS1	ARMC3	IL33	FAM160A1	IRX3	ADRA1D	KCNMA1-AS1	IRX5	COL22A1	CABCOCO1	LIPG	PRDM16	NPHP1	SPATA13	ACSBG1	LRRC9	THBS3-AS1	NOG	PI15	PPP1R42	KIRREL2	VWA3A	OPRK1	NPY	ALDH1L1	VCAM1	FOXB1	ENKUR	PAX7	WNT9B	PIRT	OR51B5	GDPD2	CCDC173	CKAP2LP1	MKX	TSHR	ACADL	CYP26A1	TNFRSF11B	BBOX1	LINC01411	CCDC198	SOHLH2	AL109809.1	CCDC169	COL2A1	LINC00595	RNU6-1331P	CD38	WARS2-IT1	CFAP300	LRRC10B	EFHC2	MAP3K19	SLC6A20	FRMPD2	FOXJ1	SIRPB3P	LINC01994	TEKT1	LINC02552	FGF10	GLI1	MTTP	AC099489.3	CCDC140	CYP26C1	RNY1P5	OTOG	LINC02355	MSTN	RAMP3	PTF1A	LINC02254	TMEM221	C1orf158	SNX31	STMND1	GBX2	DAZL	GLP1R	AC005476.2	MARVELD3	LINC00211	NCKAP5-IT1	FAM181A-AS1	ALDH1L1-AS2	DAW1	PTGFR	CFAP52	LRTM1	LINC00402	LINC00446	IL5RA	CFAP73	USH1C	BLID	FAM81B	ZNF863P	LINC00939	GJB6	RNGTTP1	OR51E2	GJB2	ATP1A4	FAM216B	BMPR1B-DT	CYP4F35P	NTS	IQCA1-AS1	RPE65	ACTE1P	PRSS35	DTHD1	LINC01198	RPL31P54	CASQ1	AC104078.1	LINCR-0003	DPPA5P4	LINC02017
DESCARTES_FETAL_CEREBELLUM_INHIBITORY_INTERNEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBELLUM_INHIBITORY_INTERNEURONS	SLC6A5	PAX2	TFAP2B	NXPH2	LRRC38	CPLX4	CACNG3	KIT	SLC35F4	SPOCK1	IGFBP5	CCBE1	VCAN-AS1	KRT222	ROBO3	SLC30A3	INHBA	LBX1-AS1	NEUROG2	FNDC1	PRR35	AC104134.1	LINC02408	AL157895.1	AL158835.1	FNDC1-IT1	TFAP2A-AS1	LINC02477	ALKAL2	NNMT	LINC02873	LINC00587	LBX1	LINC01320	C1QL3	LARGE2	GOLGA6L2	LINC02502	LINC01358	RN7SL803P	NPY2R
DESCARTES_FETAL_CEREBELLUM_PURKINJE_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBELLUM_PURKINJE_NEURONS	SKOR2	COL6A6	POSTN	PDE11A	IL1RAPL2	ITPR1	ESRRB	ANO1	COL24A1	NPSR1	CA8	PRMT8	GPC3	DAB1	NDNF	FOXP2	SLC1A6	TAF4B	RORA	CDS1	HS3ST2	CALB1	PTGER3	HSPA12A	LINC00299	SEMA3E	AC010601.1	ANKRD33B	CORIN	GPR39	LINC01630	ABCA17P	ARHGEF33	FAM153CP	LINC02008	FGF19	VIT	TDRD5	COL6A5	MIR4527HG	AC012349.1	IFNG-AS1	RPS20P5	WNT16	ESRP1	ENPP7P8	RPS26P15	LINC01440	FOXP4-AS1	SHH	ST13P20	LINC02102	KLF5	GNAT3	LINC02336	LINC00298	AP1M2	AC006305.1	LINC01047	SLCO4C1	ARG1	LOXL1-AS1	DCDC2C	CYP4Z2P	AC103855.2	LINC01539	ATP2B2-IT1	POLR2DP2	ITPR1-DT	LINC00559	MED28P8	METTL21C	AIPL1	LINC01257	FGF3	EGOT	LINC02319	RPL3P13	ATP2B2-IT2	TRIM60P13	PPP1R2P5	LINC01640	AC127459.2	LINC02753	API5P2	RN7SL132P
DESCARTES_FETAL_CEREBELLUM_GRANULE_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBELLUM_GRANULE_NEURONS	GALNT15	NTF3	SLC26A7	CDH7	FGF5	TRHDE	MIR217HG	GRIK2	ST18	GRIN2A	PCSK9	HS3ST3A1	MIR548XHG	KCNA1	BMP5	LINC01697	LINC02842	TRHDE-AS1	LINC02476	GRIN2C	TLX3	LINC00992	DIO3	PRPH	BARHL2	MUC19	DRD4	RPSAP43	MCHR2	HMCN2	RGS5-AS1	LINC00113	GPC5-AS1	KLK4	NREP-AS1	ASB15	INSM2	RPS7P8	HMGN1P14	LINC00314	DYTN	RNA5SP213	LINC01673	KLKP1	RNU4-70P	LINC02155
DESCARTES_FETAL_CEREBRUM_MEGAKARYOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBRUM_MEGAKARYOCYTES	PPBP	PF4	ITGB3	THBS1	LTBP1	MMRN1	PLEK	RAB27B	GPX1	STON2	PRKAR2B	TLN1	RAP1B	IQGAP2	CAVIN2	PDGFC	LINC00299	STOM	CMTM6	CD226	ANO6	ARHGAP6	IRAG1	FXYD5	LYL1	RIPOR3	ANGPT1	TSC22D4	NEXN	ELOVL7	MPP7	TJP2	F11R	CCND3	KCNC3	CTSA	MYOM1	RGS18	GMPR	CD58	PTGIS	SH3TC2	TNFAIP8	IRS2	H2AC6	MFSD2B	PSTPIP2	OCIAD2	CD96	FERMT3	THOC2	LRP12	MFAP3L	F2RL3	DAPP1	MYO3B	ITGA2B	PKN3	SH3BGRL2	TREML1	TMEM91	ATP2A3	CMTM5	DOCK5	GP9	LINC00534	DMTN	MEPCE	TGFBRAP1	TUBB1	MARCHF2	KIAA0513	UNC13D	SLC44A3-AS1	ST3GAL4	ABRACL	EGF	CALHM5	PDCL	DCAF12	NLRC5	MAX	ABCA2	MTURN	SENCR	TAP1	ARL1	TENT5C	PIM1	PPP4R1L	SRF	CD55	F13A1	TMEM263	NBEAL2	TSPOAP1-AS1	IER5L	AHR	UROD	XK	EHD3	LINC00989	SYTL4	CAVIN2-AS1	CNST	LCA5	CCRL2	CCNJL	AK9	OR7E14P	GP6	ADCYAP1	TSPAN33	PRR29	DIAPH1	RNF141	GAS2L1	IL27RA	CDHR1	NRGN	DGKD	C2orf88	SLC10A3	NT5C3A	LINC02284	MREG	H1-2	HEXIM1	RAB37	GABRE	SLC50A1	NENF	MPIG6B	CTNNAL1	SCTR	NUDT16	LANCL3	FAM167A-AS1	TRIM58	CTR9	CD69	BTN3A2	COL6A3	P2RX1	SDE2	SMIM12	MDM1	SNHG6	ZNF770	PKHD1L1	SMIM15	TSPAN32	RASSF7	RITA1	RADIL	GP1BA	MAB21L1	RUFY1	LEFTY1	RSPH14	IRF2BP1	DPYD-AS1	BANK1	MAP1A	FAM217B	SEC14L5	SASS6	STX11	NUP62CL	OR2W3	LINC00621	PLPP7	RAP2B	LINC02166	E2F1	LY6G6F	CENPT	KEL	LGALSL	TFAP2E	MPST	CDKN2AIP	ZNF346	CFLAR-AS1	SYS1-DBNDD2	TUBA4A	CLEC12A	STK11	SELP	HACD4	SFT2D3	LINC00598	CEP85	TALDO1	FHL2	SNPH	RFK	ZNF792	MYO1H	HAGHL	SIAE	NEK8	RBM38	KCNA3	ACRBP	TAF6	HMGB1P41	DUSP23	ENTPD5	FAM110A	HCP5	ABCC3	CHCHD7	GPR137	MRPL27	MIR548XHG	LARP6	PTCRA	THCAT158	DNM3OS	ZBTB22	LINC02165	RPUSD3	CD200R1	PNMA8B	NAP1L5	RNF215	RPL37A-DT	CBWD3	AKIRIN2	GTPBP6	TMEM40	CCDC61	SYDE2	CMAHP	KCNJ4	AC112487.1	CYP1B1-AS1	PIP4P2	THOC6	CISH	RTL5	ZFP28	PTGIR	RAD9A	PPIF	C19orf48	CDC6	RASL11A	ENDOV	SLC39A4	LIG4	MSH2-OT1	TECR	DHRS12	LINC02267	DLG4	LRRC71	HHLA1	MRTO4	GTPBP2	WNT11	HAUS7	PPP1R35	FUNDC1	C1orf226	HYAL3	FOLR1	CALHM6	TEPSIN	ABCB6	L3MBTL2-AS1	AP003068.2	CCER2	ADAD2	LIPH	OXTR	GRAP2	CENPH	H3C4	POC1B-GALNT4	USF1	MPND	HOMEZ	ZNF460-AS1	MFSD4B	H2BC21	PCYT2	FLYWCH2	RMND1	CFAP298-TCP10L	RHD	GRM3-AS1	LINC00964	CEP44	AP001189.1	LAT	LIPC	BBC3	DUOX1	ZNF287	RNU6-501P	MYO18B	CCDC120	WDR24	DCLRE1A	SH3BP5-AS1	ZSCAN25	MZT1	FFAR2	HSD17B3	LINC00211	CEP20	C11orf21	LINC01169	TIMM21	B9D2	SDC4	ZNF468	IL21R	PRDM15	PTCD2	ARNTL2-AS1	TMSB4Y	UBE2V1P1	TUBGCP4	TNFRSF14-AS1	RNY4P19	SKAP1	PADI4	ALOX12	H2AC11	DCAF4	PHF13	CXCL3	KLHL26	OPLAH	SLC66A1	GLYATL1	SPX	APOA1	KLRD1	GFI1B	CLDN4	ESS2	THOC5	ZNF175	RHOF	MTERF4	ZNF582	SH3BP5L	WASHC2A	GATA1	ICAM5	HEMGN	CXCL5	WFDC10B	C16orf92	ARMCX5	RNF208	MIR4453HG	H2BC15	S100A4	MTRNR2L3	IZUMO1	ASB1	SLAMF6	CMAS	OR7A5	AL121603.2	TESPA1	RHAG	PLCD4	CASC8	BBS12	ZNF689	NR5A1	SIRT7	PHF7	PGAM1P8	BEND2	LGALS12	LINC02256	TOMM34	H2BC20P	SMIM5	RPL21P44	EXOC3L4	LINC02325	CD6	GTF2IP14	TCEANC	GGACT	DOK2	RHCE	MCTP2	SDHA	ELMO1-AS1	LINC00887	PSMB8-AS1	DYTN	VSIG10L	CYP2T1P	SERPINE3	RORC	MPZL3	CR1L	TNFSF4	RRP1	ATG4D	FBXW10	RN7SL749P	SLC35G5	TNNC2	LINC01818	HRAT92	STRADB	MYL4	SUPV3L1	LINC00243	C14orf178	AP002748.4	LINC02175	CSKMT	LINC02476
DESCARTES_FETAL_CEREBRUM_VASCULAR_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBRUM_VASCULAR_ENDOTHELIAL_CELLS	FOXQ1	BGN	ADGRF5	C2CD4B	TM4SF18	FOXC1	FOXF2	GGT5	DIPK2B	ECSCR	CD34	TIE1	HSPA12B	ACVRL1	SRARP	STRA6	CD248	SLC38A11	ZNF366	FOXS1	TBX2	PCAT19	ADCY4	CFH	ARHGEF15	CAVIN3	SEMA3G	CARMN	SOX7	DPEP1	FLT4	FAM124B	AL357507.1	HTRA3	SULT1E1	DSP	LAMC3	SLC6A12	VAMP5	TBX18	NOTCH4	HIC1	CCDC141	SLCO2A1	ITIH5	LINC02147	ADGRL4	GPER1	EDN1	TGM2	THBD	PRELP	UNC5B	SPON2	KANK3	COL3A1	KCNJ8	OLFML2A	CAVIN1	KLF4	EFNA1	MECOM	ETS1	PCDH18	IGF2	HEYL	ARHGAP29	TEK	EDNRA	SLC9A3R2	SLC7A5	SLCO1A2	RGS5	MELTF	MMRN2	VWA1	HBB	EVA1B	EPAS1	ID1	PGF	ACE	LSR	SLC2A1	NKD2	IGFBP7	ANGPT2	ADM	ITM2A	IFI27	FGD5	CGNL1	CCDC85B	DLC1	FN1	ITGA11	LINC00607	RBPMS	ID3	PDGFRB	FILIP1	FAM43A	SERPINH1	PHLDB2	CLEC3B	CCM2L	APLN	COL4A1	COL1A2	DLL4	TMEM204	PLXDC1	EHD2	ABCB1	S1PR3	ITGA1	CLIC5	ATP8B1	IFITM3	FRZB	RHOC	SLC39A8	ARAP3	ANXA1	C1orf115	LGALS1	LMO2	SLC12A7	CLEC14A	RRAS	APLNR	SPARC	CYYR1	KCNE4	HSPB1	TM4SF1	COL6A2	HYAL2	DUSP6	IFI6	HMCN1	TFRC	ABCA9	ABCC9	CAV2	IGFBP4	SLC38A3	THSD1	DCN	BCAM	GRAP	KLF2	ACTN4	KLF10	RASL12	LAMC1	S100A16	PCDH12	COL18A1	C1orf54	SLC39A10	ROBO4	PROCR	RHOB	KCNJ2	CDH5	LRRC55	VEGFC	SH2D3C	NIBAN2	MCAM	UACA	LMCD1	CD109	ZNF503	GIMAP4	SLC16A1	CD93	CCDC3	AHNAK	SLFN5	SMG1P3	HBA2	TTN	RGS3	PRKCH	CD320	NOTCH3	KDR	GIMAP1	PLOD1	SAMM50	COBLL1	LURAP1L	SLC7A1	MYO10	JCAD	LAMB2	RPS28	WWTR1	RBP1	C4orf3	PREX2	COL4A2	SLC40A1	SOX18	ERG	SERPING1	CAV1	HEG1	DOCK6	PTPRB	SLC30A1	ATP10A	EMCN	CDH6	NRARP	LEF1	AFAP1L1	CRIP2	SMG1P2	NOSTRIN	LIMS2	PPM1H	FSTL1	LRRC32	RGCC	FLVCR2	SHROOM1	NODAL	ITGA4	STARD8	C11orf96	TNFAIP1	GIMAP6	CCN2	CDC42EP1	HIGD1B	NPIPB4	GIMAP7	PCOLCE	CSTB	EML3	OSMR	SNAI2	NOS3	FHL3	MEGF6	GPR4	CLEC11A	AGRN	CXCL12	ITPR3	QPCT	SYDE1	SPINK8	CLEC1A	JAG2	MYLK2	NHSL2	SYNM	ISM1	PRND	FZD6	GATA2	ZNF703	FZD4	MXRA5	EIF3I	XRCC6P5	EOGT	RRAGA	SNRPB	PTGDR2	DYSF	FOXF1	Z93022.1	TNKS1BP1	BTNL9	S100A10	VWA2	PCDH1	OAS2	MOB2	SOCS3	LINC02172	A4GALT	DEPP1	APOL4	LINC01644	LUM	LINC00877	MT2A	SLC22A10	GPRC5C	SOX17	FOXL2	SLC52A2	SIGIRR	FAM162B	CARD10	D21S2088E	CETP	SH3TC2-DT	KANK4	SLC16A4	ATP5MC3	USHBP1	ST6GALNAC1	IFIT3	KIF26A	TAGLN	ADA	TCF7	ISG15	ANPEP	TCEAL9	MYZAP	SULT1B1	PPIC	CRIP1	RASD2	FOSL2	ANGPTL4	FAM110D	LINC02751	RELA	TWIST1	CDC42EP5	TMEM88	TNXB	MSX1	ELK1	SLC5A6	GATA2-AS1	OCLN	CDA	EDN3	TMEM45B	FGR	PLAC9	HELZ2	ARHGEF35-AS1	ADORA2B	LAYN	PIM3	HTR1F	CBX2	CTSK	EPHA2	FOXL1	F2RL2	ZNF436	SIK1	ALX4	MT1E	RHBDL2	PCBD1	SMIM10	NOP10	ERVMER34-1	PTH1R	FENDRR	LEF1-AS1	APOL3	DEGS2	LINC00636	TCF15	CARD8-AS1	CDK2AP2	CD19	NPIPB3	CD27	MOCS1	PRELID1	OR2A1-AS1	SMAGP	C8orf58	LINC02043	RPS28P7	TMEM37	AVPR1A	KLF11	CDC42EP2	OLFML1	PRX	CLIC2	HRCT1	SPAAR	CLEC2B	AC022613.1	STC2	ACTA2	SLC5A4	TCIM	SLC52A3	NQO1	CDKN2B	PLEKHF1	HSPD1P6	TNFRSF4	CALHM2	WWTR1-IT1	ZAP70	ADORA2A	CCDC86	MT1X	SLC14A1	MTRNR2L12	OCEL1	OAS3	TBX15	PART1	MYOM2	F2RL1	MIXL1	TDRD1	EXOC3L1	SNHG18	TBX2-AS1	MT1F	BTNL8	RUNX3	DDT	XPNPEP2	TMEM141	TNFSF15	MYD88	HID1-AS1	SELE	SEPTIN4-AS1	PHETA2	CXXC1P1	TINAGL1	MRPL17	DACT2	ST6GALNAC4	ASB9	LDLRAD2	GJC2	GBP6	TMEM200B	SLC6A13	ADORA2A-AS1	TMC4	CFP	TDGF1	NIP7	AC114757.1	L1TD1	SIX1	RTL8B	C1QTNF1	TMEM176B	STAP2	TMEM92	AL009178.2	LINC02126	DKK1	SOCS1	PDE6G	CASP4LP	CYSLTR2	JPH2	SRPX2	CASP12	FRK	RPS14P4	SP6	ICAM3	IGFBP1	ARF6	ERVH48-1	ABCA4	LINC02507	FOXC2	NAALADL1	LINC01139	TBX1	LINC02266	FMO1	ANAPC1P4	MAP3K6	RPS26P28	AL034346.1	IL10RB-DT	LMOD3	AP005329.1	ZBTB42	AL451085.2	TNN	RN7SL69P	LINC01612	LINC02765	AOC3	FOXO4	EEF1A1P5	COX4I2	LINC01391	MTRNR2L1	RPL13P12	FOXD1-AS1	CYP51A1P2	ALX3	SLFN12L	PHLDA2	LINC00840	ODF3L2	ALDH3A1	OR51E1	AC009962.1	MSMP	B3GNTL1P1	RP1	CD79B	RIN1	IL17B	JAML	IFITM1	RPL41P2	MEDAG	LINC02058	LTF	S1PR4	MUSTN1	FABP4	LINC02091	SLC51B	CSAG1	BET1P1	LINC02148	SPTA1	AC116351.1	TRGC1	NKX3-2	DNASE1L3	MIR126	MECOM-AS1	RHOD	WASF4P	AURKAP2	LINC02208	ROM1	MTCO2P12	MDP1	MPZL2	RPS14P5	AADACP1	SOCAR	ADGRF5-AS1	INS-IGF2	AC100861.1	AC008972.2	PLEK2	CD300LG	CRYBB3	RPL7P23	C20orf202	RASAL2-AS1	LINC02512	CAMTA1-IT1	RPL12P4	RNU6-880P	LYPD3	AC025031.2	SLC7A5P2	RPSAP11	C1QTNF12	AL391650.1	NUP153-AS1	RPL10AP2	COL4A2-AS2	S1PR5	LINC01132	HMGB1P39	S100P	TRGC2	VDAC2P5	WDR86-AS1	LINC02836	LINC01693	NAMPTP1	AC007182.1	UBL4B	HMGN1P13
DESCARTES_FETAL_CEREBRUM_MICROGLIA	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBRUM_MICROGLIA	SIGLEC10	TLR7	C1QC	P2RY13	PLD4	FGD2	CSF2RA	FCGR3A	ITGAX	CSF3R	C1QA	TYROBP	HPGDS	CD86	FOLR2	BLNK	CYBB	MS4A7	SAMSN1	IRF8	ITGB2	SMIM35	TFEC	SPI1	PIK3R5	ITGAM	HMOX1	LINC02642	SLC11A1	KCNK13	GPR34	LINC02712	LINC00278	EGR3	PDK4	TMEM144	PIK3AP1	FGL1	TLR1	LAT2	RBM47	VAV1	RAB20	MYO1F	PLA2G7	LGMN	XACT	NPL	SOCS6	FMN1	ATP8B4	LRRK1	SLC7A7	CPVL	BHLHE41	B3GNT5	SPP1	CD4	GLIPR1	CD83	CSF1	P3H2	CTSS	RTTN	P2RY12	GAL3ST4	S100Z	AP1B1	WDFY4	RUNX2	APBB1IP	SYT6	HAVCR2	PPARG	IPCEF1	CTSC	CYTH4	SFMBT2	IL17RA	BIN1	RIN3	LPCAT2	LPIN2	DOCK4	LINC-PINT	B4GALT1	HRH1	ALPK1	ADAP2	GNB4	STEAP1B	SMAP2	MERTK	CX3CR1	AOAH	TMC8	DOCK8	TREM2	MAF	BNC2	GAB3	ARHGAP24	RYR1	DOCK2	NFATC2	LRMDA	ADAM28	LRRC39	SYNDIG1	TRPM2	PLVAP	OTULINL	CTSB	CSF1R	RNF149	LY86	PLCG2	GCNT2	ARHGAP12	TLR4	IL13RA1	MGAT4A	ELL2	MANBA	SNX29	P2RX4	RPS10-NUDT3	ATG7	DIAPH2	VSIG4	ZNF710	PLD1	GNG7	MKNK1	ENTPD1	CD74	RAP1A	CREG1	TBC1D12	ARHGAP15	HK2	ITGAL	SP140	SPTLC3	LINC00996	C12orf75	GLDN	SELPLG	TMEM156	CLEC7A	CARD11	LILRB4	TMIGD3	CD68	GPNMB	CYSLTR1	FCGR1A	RGS1	LY96	ARRB2	SLC38A4	NFKBID	IL1B	CEP295NL	GGTA1	LINC02798	SCIN	ARHGAP27P1-BPTFP1-KPNA2P3	SIGLEC8	SLC15A3	TMEM106A	HCLS1	TASL	CEACAM21	RAB39A	OSBPL11	CCR1	PPT1	SERPINF1	NINJ1	TRAF3IP3	CD37	EXPH5	LINC01141	GPR183	GYPC	C5AR1	PDE4DIPP7	TAGAP	LINC01768	SLC2A5	RGL3	MAST3	ADPGK	MPEG1	GCLC	CH25H	NFAM1	CD163	ADA2	MNDA	RPS6KA1	LYVE1	CEP250-AS1	LILRB1	AMPD3	MROCKI	IL18	CCDC88B	TYMP	APOC1	C2	DHRS9	LINC00671	ARHGAP30	FCGR1B	TMEM273	LINC01909	MYOZ2	PARVG	TLR5	LAIR1	UNC93B1	LINC01235	SLC29A3	SASH3	FMNL1	DENND1C	SULT1C2	ERMAP	SUCNR1	MILR1	PRAM1	CHEK2	LY75	STYXL2	RCN3	SPNS3	NCF2	CXCL16	CD180	COL8A2	IL7R	EVI2B	IGSF10	AIF1	SLFN11	MR1	SLC37A2	RN7SL297P	CRYBB1	TNFSF18	ADRB2	LGALS3	GBGT1	OAS1	ARRDC5	SIGLEC14	PCED1B-AS1	CLEC19A	RASGRP4	FGF20	BLVRB	EGR2	TRIM22	ACSM5	LNCAROD	ACY3	TMCO4	IRF5	KPNA2P3	RN7SL138P	NAIP	GPN3	SHISAL2A	CD33	DPRXP4	AC008691.1	LINC01504	GDPD4	BATF	TMEM52B	CDKN2B-AS1	TMIGD2	TFCP2L1	NLRC4	GPR132	CHIT1	LINC01645	ARHGAP9	ARL5C	MS4A14	MS4A4A	CD5L	SERPINA1	CAPG	NCF4	CALCB	AC015712.2	DENND2D	OSCAR	LINC02381	C19orf38	LY86-AS1	TNFSF8	P2RY8	LINC00649	BVES	GALNT6	MORC1	IL1A	ALDH3B1	OSM	RNASE6	CARD9	SLC28A1	ARL11	ACP3	IL12RB1	ST14	LINC01480	HFE	TMEM86A	MYO7A	LINC01684	HLA-DMB	LINC00539	CSF2RB	LRRC25	PCK2	BVES-AS1	GPR84	PTER	HMGB1P21	BCL2A1	HGF	P2RY6	PPP1R2P4	CEBPA	SERPINB9P1	UAP1L1	CD300LF	ADAMTSL4-AS2	SLFN13	SIGLEC11	TLR3	LILRA2	PRRG4	CASP1	MS4A6A	CYTIP	APOBR	ITGB2-AS1	TRIM34	RNU7-181P	PDYN-AS1	AC107884.1	MKNK1-AS1	GSN-AS1	LILRA4	CHI3L1	LILRB2	PRR13P5	C9orf106	APOC4	CCDC200	TRPM2-AS	CDKN2A	COL6A4P2	EBI3	PDCD1LG2	ZC3H12D	ERP27	EML4-AS1	TLR2	ABCC13	CARD14	S100A1	SLC47A1	AC002480.1	GPBAR1	AC106865.1	FAM238A	H2BC4	PTPN22	TNFAIP8L2	SMC1B	LILRA6	AC156455.1	SLC25A24P1	H2BC18	RN7SL834P	C5AR2	FCGR2C	AP000439.2	LINC01375	HOMER3-AS1	LILRB5	AC025171.2	AIDAP2	LILRA1	HAVCR1	SNRPD2P1	KIR3DX1	BATF3	AC129507.1	RN7SL172P	SLC9A9-AS1	SPATC1	RPS23P6	RNU4-62P	CORO1A	IL6R-AS1	C20orf197	ST13P15	LRRC18	LYZ	AOAH-IT1	GBP2	SIRPB1	IFI30	HMGA1P4	ASTL	LINC01845	HK3	LINC01736	RPA4	SLC17A9	PDE4DIPP3	CHORDC1P4	DOCK8-AS1	FCAR	CCR3	PTPRN2-AS1	CD28	RN7SL368P	ZMYND15	CACNA2D4	MEP1A	GAPT	LINC01678	SIGLEC16	DDX43	RPL34P19	EDNRB-AS1	IL1RN	HSPA6	MRPL42P6	LILRB1-AS1	RAB42	ARL4AP5	APOC1P1	IL10	TNFSF13	MAP3K5-AS1	S100A9	SOWAHD	CD48	TRIM50	MEPE	LILRB3	GPR65	DUSP29	NCF1	COX6CP17	LINC01160	RPS15AP29	NPM1P10	RNPS1P1	MYO1G	S100A8	IGFLR1	H2BP2	RNU7-29P	PDXP-DT	TREM1	CASP5	SNORD89	MTAPP2	ITGAD	LINC02611	RNU2-63P	CLEC17A	LINC02109	GTSF1	PDCD1	HAMP	MEFV	MYO1A	GOT2P7	ZNF812P	POM121B	C11orf45	RNU5E-1	CLEC9A	PNPT1P1	LINC01146	WFDC8	TNFRSF11A	AL158801.2	ALOX15B	IRF4	SNORD11	GPRC5D	LINC02117
DESCARTES_FETAL_CEREBRUM_OLIGODENDROCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBRUM_OLIGODENDROCYTES	BCAS1	GPR17	SOX10	PDGFRA	COL20A1	APOD	ENPP6	UGT8	FA2H	ERBB3	AGMO	LINC01170	AL353784.1	CLDN11	PCDH15	PLPP4	PLAAT1	LHFPL3	OLIG2	TNR	CHRM3	ZNF365	NBEAP2	MYT1	MMP16	SCRG1	NKX2-2	LINC02588	OLIG1	ASIC4	NT5E	KLRC4-KLRK1	KLRC2	MYRF	LINC02283	BMP8B	GAL3ST1	KLRC3	KLRK1-AS1	H1-9P	CHAD	SSTR1	GDNF-AS1	MAG	LINC00237	MOBP	MOG	AC087473.1	CHRM3-AS2	ASIC4-AS1	KLRC4	TMEM212	HMX1	GDF6	TNR-IT1	GDNF	KLRK1	DMRT2	RN7SL795P	NR0B1	LINC01561	ATP13A5-AS1	MATN1	TMEM235	VSX1	DCAF4L2	FCRLA	GJB1	RNU6-687P	LINC02199	KRT18P10	LINC01254	TENT5B	RNU6-564P	RNU6-994P
DESCARTES_FETAL_CEREBRUM_SKOR2_NPSR1_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBRUM_SKOR2_NPSR1_POSITIVE_CELLS	SKOR2	AC010601.1	NPSR1	PDE11A	COL6A6	POSTN	TFAP2A	ESRRB	IL1RAPL2	CALB1	CA8	EBF3	NDNF	PTGER3	TAF4B	KCTD8	ZNF385D	ADGRL2	FOXP4	PRMT8	RORA	ITPR1	GPC3	PCP4	HSPA12A	TRPC3	PDE1C	HS3ST2	LINGO3	CORIN	LINC01630	ARHGEF33	SYT2	ABCA17P	FAM153CP	AL138799.3	TDRD5	NGFR	CHRNA3	FGF19	COL6A5	CFTR	SKOR1	WNT16	FAM153A	SPINT1	LINC01440	SLC18A3	GNAT3	FOXP4-AS1	ZNF385D-AS2	DNAJC5G	ST13P20	TRIM54	LINC02336	SUDS3P1	DAB1-AS1	ARG1	YBX2P1	LINC01047	FGF3	SPINT1-AS1	ATP2B2-IT1	POLR2DP2	RSU1P3	MED28P8	LINC00559	HAR1A	AC060765.2	TRIM60P13	ATP2B2-IT2	AIPL1	RNA5SP51	API5P2	PPP1R2P5	RORA-AS2	AC009292.1	TFAP2A-AS1	BSPH1	LINC00353	WDR95P	RNU6-1175P	LIN28AP2	LINC01108	PROP1	RNU6-1131P	PDE11A-AS1	LINC02458	KCTD9P2
DESCARTES_FETAL_CEREBRUM_ASTROCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBRUM_ASTROCYTES	DTHD1	AQP4	BBOX1	MAP3K19	PAX3	AC099489.1	CYP26B1	TNC	CARM1P1	VWA3A	CFAP54	SERPINI2	WDR49	LRRC9	EGFR	ACSBG1	CFAP43	OBI1-AS1	DNAH7	SPATA17	PDLIM3	LRIG1	DNAH9	ADAMTS12	FGFR3	TTC6	COL27A1	CFAP299	FREM1	CFAP44	GREB1L	HHIP	PPP1R42	GLIS3	GFAP	ARHGEF26	LINC01088	HS3ST3A1	RFX2	SLC4A4	PIK3C2G	TEKT1	FRMPD2	BTBD17	LGR6	VCAM1	CFAP94	ZBBX	DNAH12	CPXM2	IL33	CCDC173	THBS3-AS1	EFEMP1	FANK1	ADGB	PI15	KIAA2012	DNAAF1	CFAP52	AGT	PPP1R9A-AS1	CFAP46	DRC1	CFAP73	DNAI3	FOXJ1	TPPP3	CD38	FST	SPAG6	RMDN2-AS1	SLC39A12	MKX	SPATA13	USP2-AS1	FYB2	FLNC	LINC02253	NEK5	RSPH1	CRNDE	TSHR	IRX3	ENTPD2	ZNF474	RNF43	FOXB1	KCNE5	C1orf158	CFAP157	PLIN5	SHISA3	DAW1	SNX31	CFAP77	COL22A1	CFAP47	CDK6-AS1	GDPD2	SLC25A48	TOGARAM2	TTPA	VWA3B	TNFRSF11B	IRX5	SLC13A5	LINC00880	VIPR2	PIRT	AC013470.2	C10orf105	WDR93	EFCAB12	AK7	ESPN	C1QL4	NOG	CFAP126	ZMYND10	PIFO	DNAI2	CCDC198	EFCAB1	CAPSL	ETNPPL	HSD17B6	RPE65	HOGA1	WARS2-IT1	RSPH4A	PI16	FAM216B	LRRC10B	SLC47A2	CROCC2	HKDC1	LINC02552	FAM81B	FAP	DRC7	IL5RA	CFAP57	DNAAF3	DNAJB13	MORN5	PIH1D2	COL2A1	CFAP99	RPL31P54	MSTN	LRRC46	AC090001.1	ALDH1L1-AS2	FAM181A	NCKAP5-IT1	C1orf194	HOATZ	CLDN10	AC016987.2	CATIP	AC104078.1	OTOG	LINC00446	SIRPB3P	IDH2-DT	MSX2	GMNC	PLA2G5	AC099489.3	CYP26C1	UBXN10	USH1C	CCDC114	GJB6	WFIKKN2	CKAP2LP1	FAM181A-AS1	AL646090.1	FAM166C	TEKT4	FEZF1-AS1	LINC01014	TECTB	PRR18	LINC00844	RNY1P5	C1orf87	WDR38	LRRC74B	LINC02056	ANKRD66	KIF19	GJB2	E2F3P2	LINC01354	TMEM190	CDHR4	LINC00698	SRGNP1	LINC00689	DDO	PCAT4
DESCARTES_FETAL_CEREBRUM_LIMBIC_SYSTEM_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBRUM_LIMBIC_SYSTEM_NEURONS	HPSE2	NTS	PTPN3	CRTAC1	PROX1-AS1	RNF220	CPNE4	SYNPO2	SAMD5	OPRK1	HACD1	BDNF	NTF3	CHRNA2	HSD11B2	FSHR	CRH	GLB1L3	DMKN	SH2D5	OVCH2	SYNE4	LINC02687	LINC00868	TMEM215	LINC01976	LINC02174	LINC01107	LINC01654
DESCARTES_FETAL_CEREBRUM_INHIBITORY_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBRUM_INHIBITORY_NEURONS	RELN	PTCHD4	RARB	SYNPR	RXRG	ARX	LINC01210	TFAP2B	PDYN	AL591368.1	ISL1	DLX1	LINC01305	TFAP2D	SYTL5	DLX6	PAX2	CCK	KCNA1	AVP	BMP3	DMBX1	HTR4	CRABP1	DRD3	SCGN	DLX2	SIM1	SLCO6A1	DLX5	GPR6	CENPS-CORT	TAC3	FNDC9	CLRN1-AS1	BRS3	AC010478.1	SLC6A5	SHOX	LHX8	NNMT	LINC02487	LRRC52-AS1	HMGB1P47	SP8	MME-AS1	LINC01324
DESCARTES_FETAL_CEREBRUM_EXCITATORY_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_CEREBRUM_EXCITATORY_NEURONS	LINC01965	MPPED1	NEUROD2	SATB2	LINC01435	TBR1	SLC26A4	SLC17A7	FEZF2	NPR3	ITPRID1	LINC02232	PPEF1	CRYM-AS1	PROKR1	MTATP6P15	NAV2-AS2	RGS21	HMGN1P14	SMIM34A	ALOX15	FABP7P1	IQCF3	GALNT5
DESCARTES_FETAL_EYE_CORNEAL_AND_CONJUNCTIVAL_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_EYE_CORNEAL_AND_CONJUNCTIVAL_EPITHELIAL_CELLS	KRT13	H19	S100A9	LYPD2	KRT4	ANXA1	S100A6	CEACAM6	KRT19	SLPI	LCN2	MUC16	CP	POLR2J3	RAB11FIP1	ELF3	DSP	MUC4	PSCA	PIGR	CD9	PERP	TACSTD2	KRT5	CXCL14	AQP3	JUNB	APOBEC3A	LGALS3	MYH14	CD55	CRIP1	CLDN4	CXCL17	S100P	F3	SLC34A2	PPDPF	B4GALT5	ENC1	GPRC5A	SPINT2	S100A8	STEAP4	CD82	NR4A2	ERBB2	RARRES1	LY6E	FXYD3	IL1R1	HOPX	GADD45B	BCAS1	LITAF	KRT8	SDC1	IKZF2	NFKBIA	SPINT1	VTCN1	MSLN	EXPH5	IER2	MUC1	GABRP	SDC4	MACC1	WFDC2	SPRR1B	RHOV	CLDN3	KRT7	CYB561	ITPKC	MCL1	ATF3	HEBP2	MGST1	CXCL1	C19orf33	RASSF7	IL1RN	TSPAN1	KRT18	MUC15	SCGB1A1	SERPINB2	UPK1B	AGR2	NR2F6	SYTL2	AGTRAP	SERPINB1	GGT6	ASS1	ADGRF1	EPS8L1	SERINC2	KRT23	TRIM29	A4GALT	DSC3	SH2D4A	KIAA1522	TJP3	SLC9A3R1	TMC5	TSTD1	MAFF	SCEL	VAMP8	CLDN7	NECTIN4	CYP2F1	CCL28	EPS8L2	FAM83A	ADIRF	C6orf132	MPZL2	CLDN1	KRT15	EPCAM	PKP1	WNT4	CX3CL1	CDKN2A	SFN	IER3	TLR5	SCGB3A1	BSPRY	SPRR3	GPR108	H2AJ	PLAAT4	TFF3	TMPRSS4	BBOX1	AGR3	PSD4	ZDHHC12	PLA2G2A	NHP2	EHF	GBP3	PRSS22	GDF15	FAM83H	HDAC11	GFUS	RAB25	FAM3D	ST6GALNAC1	CDKN2B	STARD10	NDUFA2	MUC5B	SYTL1	CHI3L1	GJB2	MUC20	CLIC3	C1orf116	AGA	CXCL8	ZNF689	GRHL2	TMEM54	ASPG	PRSS8	CHMP2A	IRF2BP1	MAL2	MMEL1	SDR16C5	ANXA3	RNPEPL1	ABHD11	SMIM5	CFB	PPP1R3B	ENPP5	VSIG2	CYP4B1	ANKRD35	SYTL5	GPR87	UPK2	SLC16A5	TMEM191A	TTC22	ATP12A	CLCF1	CAPN13	TMPRSS2	MYCL	ST14	F2RL1	TNFSF15	TMEM30B	CAPNS2	SERPINA1	ZNF629	SLC44A4	TINCR	ZNF750	WFDC21P	ESRP2	LYPD3	SYT8	LINC01019	AC110619.1	LINC01484	KCNE3	SLC35C1	SECTM1	LIPH	AC008040.1	B3GNT3	EVPL	UBXN10	ADRB1	EFCAB15P	KCP	TMEM184A	IGIP	IER3IP1	NANS	GCNT3	FOXA1	BIK	ZNF703	ACSM3	STAP2	GALNT4	PLAC8	SMIM22	SPATA2	TEX101	MHENCR	TMC4
DESCARTES_FETAL_EYE_SKELETAL_MUSCLE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_EYE_SKELETAL_MUSCLE_CELLS	MYH3	NEB	TTN	ACTC1	MYL1	TNNC2	ACTA1	TPM2	MYLPF	TNNT3	PEG10	NES	CKM	TTN-AS1	TNNI1	LDB3	MYBPC1	TPM1	MYH8	TNNI2	TNNC1	TRDN	HSPB6	SRL	MRLN	FLNC	DES	KLHL41	MYL2	MYL4	CASQ2	PLK5	TNNT1	SLN	CMYA5	ACTN2	MYL6B	MYH7	TNNT2	SMPX	LINC00616	CHRNA1	MYOM1	MYOM3	GPC4	ENO3	NEXN	MYH15	ALX4	AK1	SMYD1	COX7A1	COX6A2	STUM	FBXO32	TXLNB	MIR133A1HG	TMEM38A	TMEM182	SYNPO2L	HSPB2	PRKACA	AGL	CSRP3	BOK	VGLL3	ATP1B4	TCEAL7	ITGB6	ASB5	FABP3	EGF	MYBPH	CFL2	LMOD3	XIRP2	IL32	MLIP	IL17B	MYL3	FITM1	KLHL31	RAMP1	LINC01497	ATP2A1	APOBEC2	UNC45B	CAVIN4	LAMTOR5	MYOT	MYOZ2	CAV3	GAMT	CACNG6	DUSP26	C4orf46	STAC3	AC024958.1	SBDS	RAPSN	AC007402.1	CDH15	CHRND	PPP2R3B	LINC01405	SMTNL2	MYOG	EME1	MYOD1	MEG9	DNAJB5	MAMSTR	MYOM2	SGCA	TRIM55	MYH2	KLHL21	MYF6	CHRNB1	PPP1R3A	TRPC6	TRIB3	TRIM54	GADL1	LRRC52-AS1	PACSIN3	H2BC21	EIF1AY	HJV	TCEANC2	AC009264.1	LANCL1-AS1	LRRC38	CACNG1	LINC02308	GAL3ST1	TRIM32	STYXL2	XIRP1	LSMEM2	RFPL2	NMRK2	SATB2-AS1	DUSP13	CARNS1	FZD10	DOK7	BAK1	SRPK3	ADPRHL1	KCNE5	CORO6	POLR1F	HSPB7	NPSR1-AS1	MB	STARD13-IT1	ZNF593	FSD2	RUNDC3A-AS1	LINC01479	AC009119.1	TRIM72	CACNA1S	ADAMTS8	NPM3	TBX1
DESCARTES_FETAL_EYE_RETINAL_PIGMENT_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_EYE_RETINAL_PIGMENT_CELLS	SLC38A11	COL8A1	PLD5	LINC00276	BEST1	ENPP2	ITGAV	CRISPLD1	VAT1L	FYB2	RPE65	BMP6	VEPH1	CCBE1	PRDM16	LINC00645	GEM	ACOT11	FRZB	DCDC2	CNBD1	NPFFR1	MYRF	PTGDS	TMEM98	SFRP5	TRPC4	SLC6A13	SLC6A20	MROH7	TTR	SLC39A12	HORMAD2	PRDM16-DT	SLC26A7	CNDP1	RLBP1	RGR	INPP5K	PRKCQ	STRIP2	ELOVL7	PCAT1	LRAT	BCO1	SLC16A8	SLC22A8	PAFAH1B2P2	TLCD4	ATP6V1C2	LINC00670	ADTRP	MYOCD	SLC6A12	KCNQ4	SLC45A2	PRODH	CCDC33	LMNTD1	ADRA2C	AC104126.1	OR51E2	PRKCQ-AS1	TMEM72	AC007406.2	TMEM235	CLDN19	LINC00355	LINC01239	FAM83B	PGR	PFKFB2	ERMN	MFRP	RASSF6	LIN28B-AS1	ADAD2	PLGLA	SMG1P6
DESCARTES_FETAL_EYE_LENS_FIBRE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_EYE_LENS_FIBRE_CELLS	LGSN	AC104123.1	CRYBA4	CRYBA1	CRYBB1	SLC24A2	CRYAA	CRYGC	LSAMP	RMST	MED12L	BFSP1	CRYBB2	PALM2AKAP2	CRYGD	CRYGA	CRYBA2	CRYBB3	MIP	BFSP2	CRYGS	VIT	LINC02024	COL4A6	LINC02367	CAMK2A	LIM2	MBOAT1	CRYGEP	DNMBP	ME1	MIR583HG	CAPRIN2	TIMELESS	BHMT	CERK	LCTL	LINC01170	GSS	CCDC169	GJA3	MIR1-1HG-AS1	LNPK	RSPO4	LINC02624	BIRC7	LINC00519	RAB39A	MYO18A	LINC01885	UPP1	KMO	SLC27A6	CRYGB	WNT7A	GJA8	SQOR	HIF1A-AS3	GACAT3	PITHD1	CARD14	TMEM114	LINC02763	ARSI	CHRNA2	MIR193BHG	P3H2-AS1	SORD	HSPA6	TRPM8	TDH	LINC02698	PIP5KL1	NREP-AS1	HMSD	LINC01440	LINC02160	ADRA1B	FBXL21P	EFCAB8	NOCT	LINC01339	PITX3	PLEKHG7	LINC02413	RNU5E-8P	F12	SOX1	HTR1E	NEURL2
DESCARTES_FETAL_EYE_HORIZONTAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_EYE_HORIZONTAL_CELLS	TNR	DRD2	ESRRB	ONECUT1	ONECUT2	CACNG3	MEGF11	NDST3	FRMPD4	ONECUT3	PMFBP1	LINC02842	IL12A-AS1	NTRK1	MRPL37P1	TMPRSS9	TNR-IT1	LINC02155	LINC02740	ANKK1	ARHGAP26-IT1
DESCARTES_FETAL_EYE_STROMAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_EYE_STROMAL_CELLS	POSTN	COL1A2	MFAP5	COL12A1	PI16	COL1A1	COL14A1	COL3A1	PCOLCE	DCN	LUM	COL6A6	COL5A1	OGN	SPARC	COL5A2	FN1	COL6A2	MXRA5	FBN1	SFRP2	LOX	MGP	COL6A1	LTBP4	ISLR	THBS1	DKK2	CXCL12	ADAMTS5	FNDC1	ASPN	COL6A3	THBS2	ADAMTS2	IGFBP6	DPT	EGFL6	SCARA5	LINC02511	IGSF10	SULT1E1	CREB3L1	C1R	CTHRC1	EMILIN1	ADAMTSL4	FMOD	TWIST1	ADAM33	ADGRG2	ITGBL1	NDNF	TNFAIP6	EDNRA	PDGFRL	C1QTNF7	OMD	PCDH18	PENK	TRABD2B	VASN	OLFML1	EMILIN3	FGF18	INHBA	MEDAG	CA12	ITGB3	PODN	IL11RA	TWIST2	PRRX2	KDELR3	MIR1245A	SELENOM	LMX1B	RNASE4	EMX2OS	CHRD	SOCS1	PTHLH	EMX2	SLC6A2	ADAMTS4	MATN4	MMP19	ALX3	TNFSF9	TMEM200B
DESCARTES_FETAL_EYE_BIPOLAR_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_EYE_BIPOLAR_CELLS	ZPBP	ZNF804B	GRIK1	CA10	HHIP	TAFA4	IGSF21	GABRR3	NETO1	TACR3	GSG1	GLRA1	VSX1	LINC02821	GNL2P1	KIRREL2	LACTBL1	SSTR2	SERTM1	AC004835.1	TMEM215	GABRA5	GS1-279B7.1	GABRR1	KCNMA1-AS1	AC091138.1
DESCARTES_FETAL_EYE_SMOOTH_MUSCLE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_EYE_SMOOTH_MUSCLE_CELLS	AC109466.1	TYRP1	CABLES1	CPEB2	STK32A	ARHGAP6	MYO5A	TEX41	KIT	ARID5B	PAX3	SLC35D2	CDH19	MPZ	CRYL1	LINC00113	COL24A1	PPP2R5A	RAB38	MLANA	P2RX7	MME	AP1S3	PAMR1	HPSE2	C12orf76	GINS2	SEC16B	SLC12A4	GLMP	KCNAB2	PNMA3	MARF1	LRRC47	PRKG2	METTL9	SRRM2-AS1	CECR3	FOXRED2	DERL3	NUDT16L1	FUZ	TCEA1	RAB13	UNC119B	TESK1	TRPM6	C11orf96	LINC01762	DNAI3	PYY2	CDNF	BORCS7-ASMT	CBLN1	SNHG8	VMA21	ANKRD33	DEDD	SPRING1	SPIN4	ETNK2	ZNF665	NAMA	LAT	ZNF384	AP5Z1	SLC22A18	ASPA	COQ3	BMP5	FAM122A	SNHG1	ABCB5	TEX21P	DLGAP1-AS1
DESCARTES_FETAL_EYE_PDE11A_FAM19A2_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_EYE_PDE11A_FAM19A2_POSITIVE_CELLS	PDE11A	RELN	RBFOX1	SOX2-OT	TAFA2	PRLR	SYT6	AC099489.1	CHAT	FAM163A	CCDC39	AC010478.1	AC005064.1	SLC18A3	FRMD7	RGS5	RGS4	ANKRD20A4P	LTK	SLC10A4	SLC5A7	RNU7-99P	ITPKA	GABRD	HDC	AC099489.3	ANKRD20A8P	RNU6-457P	FEZF1-AS1	CTD-2297D10.2
DESCARTES_FETAL_EYE_PHOTORECEPTOR_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_EYE_PHOTORECEPTOR_CELLS	MPP4	EGFLAM	IMPG2	RPGRIP1	GPC5	EYS	TMEM244	MAK	CDHR1	CHRNB4	CERKL	USH2A	IMPG1	PDC	ST3GAL3-AS1	ATP6V0D2	PRICKLE2-AS1	PCAT4	GPC5-IT1	CNGB1	LINC00457	KCNV2	KDM4A-AS1	C7orf33	MTATP6P15	SUSD2	NPTX1	LINC00463	SSTR5-AS1	HOTAIRM1	OLAH	GNAT1	MTCO1P15	MPPED2-AS1	AC125421.1	MTND1P36	MTCO2P15	SAMD7	LINC01915	GNAT2	PRICKLE2-AS2	RPL18P11	RPL30P7	TERT	LRIT2	HTR1F	UNQ6494	DRGX	LINC01053	LINC02058	LGALS9DP	UNCX	SNORA75	COX5BP2	LINC00575	EGFLAM-AS1
DESCARTES_FETAL_EYE_GANGLION_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_EYE_GANGLION_CELLS	CHRNB3	OBI1-AS1	POU4F1	GPR149	TMEM163	NRN1	INA	SLC17A6	ISLR2	KIF5A	GAP43	SYT5	PRPH	CHRNA6	LINC01606	CLEC2L	EOMES	TFAP2D	P2RX3	SYNGR3	POU4F2	OPN4	CEND1	LINC00348	TMEM74	B4GALNT1	DDX50P2	RAB37	LINC01014	SYT2	TUBBP5	LGI3	FNDC9	IRX4	C4orf50	LINC02217	RPL31P54	AL445209.1	GPR139	AKAIN1	LINC02505	RN7SL164P	IL1RL2	MTUS2-AS2	LRRC73	GRASLND	C1QTNF1-AS1	LINC02118	IL12A
DESCARTES_FETAL_EYE_RETINAL_PROGENITORS_AND_MULLER_GLIA	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_EYE_RETINAL_PROGENITORS_AND_MULLER_GLIA	GABRG3	CLVS1	FOXN4	MYB	PCYT1B	L1TD1	CDC25C	ADGB	CASC17	NEIL3	DNAH11	OPTC	GDPD2	C10orf88B	FAM72A	DEPDC1-AS1
DESCARTES_FETAL_EYE_MICROGLIA	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_EYE_MICROGLIA	SPP1	DOCK8	ITPR2	SLC9A9	ST6GAL1	CD74	ARHGAP22	APBB1IP	RASGEF1C	LPCAT2	RUNX1	CSF1R	ATP8B4	IPCEF1	PTPRC	MERTK	AOAH	DOCK11	CSF2RA	TRPM2	INPP5D	F13A1	TBXAS1	CD163L1	ADCY7	FYB1	XACT	LINC02712	ARHGAP15	MKNK1	LINC02798	LY86	ADAM28	LRRK1	DOCK2	PIK3AP1	CYBB	P2RY12	SPI1	OLR1	JAK2	RNASET2	CX3CR1	MYO1F	TMEM106A	LGMN	CYSLTR1	ARHGAP25	SRGAP2C	TSPOAP1-AS1	TXK	LCP1	SMAP2	FBP1	ADAP2	STAB1	HLA-DPA1	SLCO2B1	WDFY4	KCNK13	TFEC	SMIM35	PLEK	MS4A7	IKZF1	HLA-DRB1	LAPTM5	RELL2	HCK	LYVE1	CSF3R	RUNX2	GLIPR1	RHBDF2	MIOS	NRROS	CD247	FGD2	CD84	PTAFR	VSIG4	TMEM144	C1QC	PIK3R5	CCL2	HLA-DRA	CDCA5	SCIN	FMNL1	PLD4	MS4A6A	CCDC26	CD37	EGR3	ITGAM	LAT2	IL6R	ELF4	CLEC7A	NCKAP1L	TRMT44	MAST3	SKAP1	S100Z	GAL3ST4	CD83	KLRK1-AS1	RAB20	PLK3	CD14	HPGDS	FGD3	CLPB	VAV1	CARD11	HLA-DMA	SP140	SIGLEC10	C1QA	GPR183	ITGB2	GPR34	IRF8	IRAG2	ZFYVE19	TIGD4	SPN	CRAT37	TLR2	KBTBD8	C1QB	GMIP	CYTH4	SLC7A7	GAS6-AS1	TRAF3IP3	NAIP	IL10RA	PRAM1	NCF2	AZIN2	PTPN22	RGS1	ARHGAP30	YES1P1	LINC02642	ITGAL	EFCAB14-AS1	BANK1	RHOH	LRRC43
DESCARTES_FETAL_EYE_ASTROCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_EYE_ASTROCYTES	WIF1	KCNMB2	TNC	DCLK1	CST3	CLYBL	LMO3	MIR4300HG	ZIC1	RBM20	ADAMTS3	LINC02231	PAX2	PAX5	RIMS4	PAX8	MLC1	GINS3	HMCN2	CDC20B	NFIA-AS2	AQP4	ZIC4	CLEC18B	GFAP	ALDH1L1	CTXND1	SCRG1	FXYD2	FMO1	PLAAT5	KCNJ16	TNFRSF11B	NKX6-1	AC007098.1	SOX3
DESCARTES_FETAL_EYE_VASCULAR_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_EYE_VASCULAR_ENDOTHELIAL_CELLS	FLT1	ARL15	LINC02147	ARHGAP29	PLVAP	CALCRL	ENG	EPAS1	PRKCH	PLXND1	EGFL7	ELK3	APLNR	ADGRF5	SHANK3	ST8SIA6	RAMP2	TM4SF18	PODXL	TIE1	ERG	RGCC	CDH5	UPB1	PKD1L1	CAVIN2	FGD5	ROBO4	DUSP6	VASH1	VWF	TEK	SMAD7	ABCG2	HAPLN1	ACVRL1	THSD1	SOX18	RAMP3	KANK3	PDE2A	LXN	SELP	LRRC32	ALPL	CLDN5	FLT4	CLEC14A	IHH	ZNF366	MYCT1	TAMALIN	ADORA2A-AS1	GIMAP4	DIPK2B	CCM2L	S1PR1	NOTCH4	RASIP1	TCIM	RXFP1	ABCB1	CETP	CYP26B1	QRFPR	ATG9B	PCAT19	ADGRL4	BEND4	GIMAP1	TINAGL1	APOL3	GGT5	SOX7	MLKL	NOS3	USHBP1	ECSCR	ADCY4	ARHGEF15	FAM124B	PPP1R14A	HAPLN3	SEMA3G	GOLGA8M	MPL	STARD8	ICAM2	BTNL8	CLEC1A
DESCARTES_FETAL_EYE_AMACRINE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_EYE_AMACRINE_CELLS	MEIS2	MCHR2-AS1	GABRG1	TFAP2E	C1QL2	OFCC1	NPY	LINC01222	LGALS13	RN7SKP76
DESCARTES_FETAL_HEART_MEGAKARYOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_HEART_MEGAKARYOCYTES	TUBB1	PPBP	PF4	ITGB3	THBS1	PLEK	ITGA2B	SLC2A3	GP9	RAB27B	P2RX1	LYL1	NRGN	CPA3	CNST	KIT	RGS18	FERMT3	TAL1	GP1BA	TPSAB1	MPIG6B	LY6G6F	PSTPIP2	LGALSL	TSPAN32	H2AC6	MED12L	GP6	NT5C3A	CLEC1B	ACRBP	RUFY1	MPP1	EGF	TUBA4A	TMEM91	SLC37A1	LINC00534	F2RL3	GATA1	TRIM58	SYTL4	MFAP3L	RHAG	NFE2	PTCRA	TREML1	TPSB2	HPSE	THCAT158	SRC	PADI4	INHBA-AS1	HBD	LINC02284	GFI1B	MFSD2B	ALOX12	VWA5A	H2BC12	SERPINE1	AQP10	ABCC3	ELOVL7	CA2	ADCYAP1	XK	CXCR2P1	CISH	MDM1	LY6G6F-LY6G6D	H2BC11	LIPH	LINC01140	LINC02506	H2BC5	TNFSF4	PTH2R	PAQR5	DCLRE1A	AP001189.1	TUBA8	AL157895.1	CXCL5	ENTHD1	BEND2	MPL	ZNF778	SMIM24	AC127526.2	LINC02752	CMTM2	HEMGN	RHD	LEFTY1	KCNK17	MYO3B	NEXN-AS1	TMEM72	SLC35D3	ABCB11	LCN2	RCCD1-AS1	PRKAR2B-AS1	HGD	RPS3AP34	GP5	EREG	LINC00211	SPATA16	TNFRSF14-AS1
DESCARTES_FETAL_HEART_EPICARDIAL_FAT_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_HEART_EPICARDIAL_FAT_CELLS	PRG4	ITLN1	C3	PTPRQ	PLA2G2A	MSLN	LRP2	KCTD8	UPK3B	SBSPON	CDON	EFEMP1	SLC4A4	WNT2B	IGFBP5	MYRF	TGM1	FYB2	SFRP5	CBLN2	WT1	BNC1	SLPI	CCNYL1	PDZRN4	PLEKHH2	ADAMTS3	CLDN1	RARRES1	KLK11	RSPO1	GFPT2	CDH3	CPA4	CFB	UPK1B	LINC01266	KRT7	C1QL1	NPHS1	TNFRSF11B	MAL2	MIR31HG	LRRN4	LINC02643	CARNS1	CA9	TNFRSF8	C21orf62	PDZK1IP1	CRB2	GSG1L	ECRG4	CERS3-AS1	PHYHIP	NRG4	ATP7B	LRAT	CPB1	FAM110C	KLK5	CFTR	HAS1	EPS8L1	RHPN2	LINC00922	NMU	CST6	KRT5	PRR15	SPRR2F	ALKAL2	LINC01018	LINC01239	CHAC1	SLC7A4	KLK7	EPGN	RAET1E	DAW1	MKX	FMO1	GADL1	LINC01638	ABCA12	GRB7	KCTD4	TRHDE-AS1	ZFP42	FSHR	LINC02331	AC044810.2	NEU4	SIM1	AC010643.1	KREMEN2	SCEL	C1orf53	GSDMA	PPP4R4	SPRR2B	BDKRB1	PDZD3	NXNL2	FAM83A	IGHG4	UBXN10	HSD17B6	MKRN9P	MPPED2-AS1
DESCARTES_FETAL_HEART_LYMPHATIC_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_HEART_LYMPHATIC_ENDOTHELIAL_CELLS	STAB2	CCL21	NTS	PROX1	MPP7	FLT4	TFF3	LINC02147	PARD6G	TBX1	TSPEAR	PROX1-AS1	PTX3	PIK3C2G	SLC38A4	CNTNAP3B	TNFAIP8L3	SPHK1	LINC01558	EFCC1	ANKRD36BP2	GPR146	GPR1	HOXD8	HOXD9	ADGRG3	MFSD4A	ABCA4	ADD3-AS1	C6orf141	C20orf204	TSPAN8	LINC00636	P4HA3	LINC02880	GPR182	HOXD10	FZD10	LINC02840	TMEM252-DT	LINC01117	HOXD4	PGM5-AS1
DESCARTES_FETAL_HEART_SCHWANN_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_HEART_SCHWANN_CELLS	MPZ	PLP1	CDH19	XKR4	LINC01505	TENM3	OLFML2A	ITIH5	S100B	ZNF536	ERBB3	TSPAN11	GFRA3	ALDH1A1	SOX10	COL2A1	PLEKHA4	FOXD3	LGI4	MEGF10	SHC4	INSC	PRIMA1	COL28A1	TFAP2A	ST6GALNAC2	METRN	ASPA	NR4A2	RXRG	TENM3-AS1	CHST9	PLXNB3	COL20A1	GINS3	MIA	CTXND1	NLGN3	PMP2	ALDH1A3	ATP10B	LINC00327	LINC01339	KCNJ10	MYOT	LINC01608	GRAMD2A	LINC00466	RHEBL1	BMP8B	LINC02698	GPR17	MMD2	CLDN14	ARSL	CFAP61	ST3GAL6-AS1	ANGPTL7	PP7080	COL22A1	MIR663AHG	ARTN	MAG	HSPB2-C11orf52	LINC01198	CNMD	CARMAL
DESCARTES_FETAL_HEART_LYMPHOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_HEART_LYMPHOID_CELLS	THEMIS	PTPRCAP	SKAP1	CD96	TCF7	NKG7	TRBC2	CARD11	MS4A1	SAMD3	SELL	CD52	CD7	LCK	IGKC	CCR7	CD3G	LINC01934	SCML4	PAX5	IL2RB	RASGRP1	ITK	IKZF3	CD3D	GVINP1	LINC00861	GZMA	ACAP1	GNLY	CD5	SH2D1A	SIRPG	CD79B	CD27	FCMR	GBP2	KLRB1	SIT1	IFNG-AS1	SEPTIN1	LEF1-AS1	ZAP70	PRF1	IGLL1	TRAT1	CST7	SLAMF6	LY9	KLRC4-KLRK1	FCRL1	BLK	ICOS	SHISAL2A	FCRL5	MATK	MEAK7	TMIGD2	VPREB3	GZMB	NCR1	GPR171	GZMM	SLAMF1	LINC01215	GZMK	CR2	CRTAM	CXCR3	LTA	KLRC1	CD8B	LINC00426	CHI3L2	FCRL2	POU2AF1	CD160	TCL1A	UBASH3A	FCRL3	LINC01891	TIGIT	JCHAIN	VPREB1	FOXP3	CD19	ISG20	GZMH	IL18RAP	FCRLA	NCR3	KLRC2	TBX21	LINC02325	CXCR6	TNFSF11	KLRF1	FLT3LG	XCL1	SH2D1B	GPA33	LINC01222	PDCD1	TNFRSF13B	LINC02481	LINC02397	RAB25	TNIP3	KLRK1	CDKN2A
DESCARTES_FETAL_HEART_MYELOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_HEART_MYELOID_CELLS	CSF1R	HLA-DPA1	CYBB	SPP1	HLA-DRB1	HLA-DRA	CD74	LYZ	RBM47	RBPJ	C1QC	HLA-DQA1	MS4A7	MPEG1	TYROBP	CD14	MPO	SPI1	PLD4	CSF2RA	C1QA	LGMN	MS4A6A	CD163L1	SLCO2B1	CIITA	FGD2	IRF8	HCK	HLA-DRB6	C1QB	ITGAX	CD163	JAML	PRTN3	FLT3	CLEC7A	LRRK1	NAPSB	CD86	MS4A4E	CLEC10A	ADAM28	CCR1	HLA-DMB	VSIG4	SMIM35	CCDC26	MNDA	SIGLEC1	MS4A4A	C3AR1	SIRPB2	IGSF6	NCF2	AZU1	MMP9	LINC00278	SLC38A6	SCIMP	GPR34	S100A8	TMEM106A	LILRB1	LRRC25	P2RY13	FCN1	PILRA	LILRB5	SLC24A4	TREM2	LINC00996	TLR2	ACP3	TIMD4	HLA-DQA2	PLB1	PLA2G7	C5AR1	CLEC9A	NFAM1	LILRB4	IDO2	SPNS3	MS4A14	SLC11A1	OSCAR	CYP2S1	CCL22	IL1RN	SIGLEC14	EBI3	CCR2	LINC01094	LINC02712	TLR7	XCR1	FPR1	P2RY6	CD209	SLAMF8	CD1D	CLEC4A	CD300LF	CLEC5A	PADI2	C19orf38	FGL1	LINC01605	NOD2	SIGLEC11	CD1E	HLA-DRB5	MARCO	CSTA	LILRA1	UPK3A	MYCL	EGR2	SIRPB1	DEFA3	TLR8	CLEC4GP1	PDCD1LG2	SOWAHD	CLEC4F	NLRC4	SLC37A2	LILRB3	WFDC21P	NRIR	ANO7L1	HK3	IL1R2
DESCARTES_FETAL_HEART_ENDOCARDIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_HEART_ENDOCARDIAL_CELLS	APCDD1L	NPPC	SLC6A4	LEPR	HAPLN1	APCDD1	FOXC1	SLCO2A1	CPXM2	TMEM132C	TMEM100	INHBA	CDH11	SMOC1	HS3ST1	HMCN1	CGNL1	QSOX1	ITGA8	SALL1	PWWP3B	SALL3	CA12	MPZL2	ST6GALNAC1	LRATD1	LYPD2	LINC01099	LINC01896	WNT9B	SOST	LINC01497	LINC02261	ANGPTL5	FAM3D	LINC01320	RASSF10-DT
DESCARTES_FETAL_HEART_VASCULAR_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_HEART_VASCULAR_ENDOTHELIAL_CELLS	SLC9C1	TM4SF18	APLNR	PRND	APLN	MADCAM1	BTNL9	DLL4	CA4	QRFPR	LRRC77P	PKD1L1	TCTEX1D1	OPN5	ESM1	C1QTNF9	TMC1	CD300LG	SELE	CLRN1-AS1	AC007743.1	LINC01594	GUCY1B2	TCF4-AS1
DESCARTES_FETAL_HEART_STROMAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_HEART_STROMAL_CELLS	DPT	MFAP5	LUM	ABCA10	NRK	PDGFRA	ADAMTS19	COL1A1	FBLN1	ISLR	TCF21	GPC3	DCN	SERPINF1	COL1A2	PCOLCE	HTRA3	ABCA9	ADAMTS2	PRELP	PTN	SCARA5	CCN3	TARID	EMILIN3	CILP	AGTR2	ANGPTL1	LPAR4	ANGPTL6	NPTX2	C1QTNF12	RTL3	CCL11
DESCARTES_FETAL_HEART_SMOOTH_MUSCLE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_HEART_SMOOTH_MUSCLE_CELLS	THBS4	PDGFRB	ENPEP	ACTA2	KCNJ8	NOTCH3	KCNAB1	NDUFA4L2	MYH11	TAGLN	ABCC9	PLA2G5	SULT1E1	CYGB	AOC3	SEMA5B	AGT	CARMN	C11orf96	COX4I2	OR51E1	MYO3A	MDFIC2	ARHGEF17	FOXS1	ACTG2	PDE4C	TBX2-AS1	HIGD1B	LMOD1	RGS16	LINC02237	ACTA2-AS1	ADRA1D	TMEM74B	SEPTIN4-AS1	CCDC190	LGR6	GPR20	FOXL1	HCG22	ILDR1	CACNA1S	APOL5	RGS5-AS1
DESCARTES_FETAL_HEART_SATB2_LRRC7_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_HEART_SATB2_LRRC7_POSITIVE_CELLS	PTPRD	NKAIN2	DAB1	CADM2	SATB2	NELL2	NTM	ADCY1	SOX11	CSMD1	DPP10	LRP1B	GRIN2B	CCBE1	UNC5D	ARPP21	KAZN	TAFA1	SCD5	FAT3	HS3ST4	DOK5	MSRA	NEUROD2	CALN1	LINC00461	GABBR2	CACNA1A	CSMD2	CSMD3	MPPED1	PCDH11X	C8orf34	SH3GL2	SLC4A10	ZBTB18	CDH4	LINC01122	CACNA1E	ANO4	NCAN	ADGRB2	BASP1-AS1	GRM3	POU3F2	KLHL1	FOXG1	POU3F3	LMO3	GRM5	B3GAT1	DRAXIN	PANTR1	KIAA0319	PCDH11Y	NEUROD6	LHX2	FUT9	PLPPR1	SEZ6	RORB	FABP7	ATP2B2	SATB2-AS1	MIR9-1HG	CAMKV	GLRA2	DLX6-AS1	LINC01551	IGDCC3	GABRG3	SLIT1	TRPC5	HES6	DISP3	LINC01102	BHLHE22	TMEM158	CACNG8	TBR1	AC011474.1	PHF21B	FEZF2	CACNA1I	GRM1	GPR85	LINC01965	KCNC2	SYT6	LRRTM2	AL445433.2	LINC02060	KHDRBS2-OT1	MIR9-3HG	NTSR1	SCRT2	PI4KAP2	MIR124-1HG	LAMB2P1	GRM2	TOX3	RAPGEFL1	LYPD6B	NXPH3	GABRG1	LINC02389	SLC6A11	NEUROG2-AS1	MIR124-2HG	RN7SL481P	MACROD2-IT1	SHISAL1	GPR12	KCNV1	NEUROD1	CCER2
DESCARTES_FETAL_HEART_ERYTHROBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_HEART_ERYTHROBLASTS	HBA1	HBG1	HBG2	FTL	HBA2	CLGN	PIEZO1	RPL3	HMGA1	LCLAT1	GYPC	TESC	CD40	SELENOF	STK26	MXI1	HSP90AA1	SLC2A1	EIF4A2	TBC1D10C	APMAP	TRIM47	GIMAP2	TNFRSF10A	ME3	MAN2B1	FCHO1	PIK3IP1	PPP1R9B	POGLUT2	SNHG8	DRAM1	ATP9B	ETFDH	TRAM2	PRC1	PGLS	BRI3BP	GCC2	SNHG5	ASPHD1	DEAF1	USP6NL	CLTC	ABCG2	OAT	EPDR1	CAT	ZC3H11A	EXPH5	MRPL22	SERTAD2	BLVRB	ENPP4	SNHG7	TRIM22	ACSS1	CAB39L	HDGF	ERGIC3	SLC66A2	SMC2	SMPDL3B	TARBP1	PGGHG	PLEKHG2	SELENOH	SULT1A1	KATNBL1	MACROD1	STMP1	KDM1B	GRK6	CDK1	DBNL	NCAPG2	OR2L13	TRAK2	MIDEAS	TRIP10	MTHFD2	GSDMD	APEH	TMCC2	NAXE	LINC02100	MCUR1	TMEM238	HMGN1	FBXW4	PRELID3B	NAA10	PCK2	CDT1	C6orf132	NRSN2-AS1	NIFK	UBE3D	PI4K2B	SLC18B1	PRIM2	METAP2	ASL	TBC1D24	BCL10	FAM210A	BRCA2	AMFR	EPB42	ZSWIM4	RFXANK	ABCD2	BTBD6	RAD54L2	SLC35A2	CRB1	ABCB7	MTIF3	ROGDI	CHCHD6	TM2D3	TRMU	PMM2	PPIL1	SLC46A1	SPTY2D1	ZIC2	LYPLAL1	ASCC2	ADIPOR2	HINT2	KIFC1	AKR1A1	ORC2	SNHG25	HERPUD2	ALAS2	FARSA	PTPA	PRKAB1	RPL22L1	TMED8	AIDA	GPS2	PAIP1	WRNIP1	C11orf54	PRPS2	RRP1B	FAM178B	PDZD8	SRFBP1	SLC38A7	MTMR8	NOB1	DDX39B	SNRPA	SMARCD2	EIF2B1	RBM27	MTBP	L3MBTL1	LINC02762	ARMC2	HTATIP2	ZMIZ2	FKTN	WDTC1	PMPCB	ARMH1	KRIT1	BCORL1	ACAD11	GLRX5	POLR2H	DGCR6L	NEIL3	SYF2	ARRDC4	ESCO1	SLC7A11	EMC4	CLK4	C7orf50	NAT10	DYNLT2B	DCP1B	KLHL28	RSRC2	GON7	SMS	HBM	LRRC47	CEP295	ZNF714	BAP1	POM121	SCLY	PRIM1	PLAA	GSPT2	SPOUT1	TMEM161A	CPOX	ABCF1	EIF3B	METTL2A	FUT10	CNGA1	TBK1	OARD1	UBQLN1	AC009403.1	RPIA	RNF123	DDX3Y	HIC2	ZNF629	NHP2	P2RX6	DDX39A	SENP1	RHCE	HBP1	STX16	POLR1E	ZNF90	ERMAP	TXLNGY	CENPW	NPRL3	SKA1	TCHP	KLC4	SDE2	NIP7	TOX4	AP1M1	ZDHHC7	GRWD1	ZNF143	SLC35C2	CDK5RAP1	SRSF1	ORMDL1	C6orf47	CENPJ	SPG21	MED1	NXT1	TRIM52	S100P	NAE1	TIMELESS	CHASERR	KATNA1	ZNF530	LEMD3	TJAP1	POP4	AARS1	DHX35	GSTO2	UVSSA	ANKRD49	AP006621.3	TAF6L	ZNF583	MTCO2P12	ZNF496	BUD13	POLR3B	GET4	INTS3	EIF1AD	SLC22A4	STK11IP	ZNF141	SPPL2B	RB1CC1	USP38	DHX40	POLR1A
DESCARTES_FETAL_HEART_VISCERAL_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_HEART_VISCERAL_NEURONS	CNTN5	AC109466.1	PRPH	SST	ASTN2	ELAVL4	EML5	CHRNA3	KCTD16	FST	PHOX2B	RAB3C	CHGB	ELAVL2	RGS4	NXPH1	PTPRR	PRUNE2	STAC	SPOCK3	RAB3B	C14orf132	SCG2	GNG4	SLC5A7	PCBP3	FGF14-IT1	SLC7A14	TMEM130	CA10	GAL	ACHE	ISL1	EYA4	NECAB2	FAM163A	PLPP4	CHRNA7	OPRM1	SYT9	LINC02691	KCNK3	PIRT	KCNH1	PIANP	NEFH	SLC18A3	RGS9	PHYHIPL	VGF	TMEM255A	TMC3	SLC10A4	ST8SIA3	DDC	GRM8	FAM167A	MAB21L1	DBH	PHOX2A	NPY2R	CAMK2N2	AC010478.1	SLC6A2	PHOX2B-AS1	CHRNB4	LINC01561	TH	ZCCHC12	LGI3	MAB21L2	CHRM1	GALR1	SEMA4F	CPEB1	SLC18A1	MYT1	RAB39B	NPM2	ECEL1	FNDC9	AL158212.3	KCNK12	LINC01250	HCN2	GATA3-AS1	C14orf39
DESCARTES_FETAL_HEART_CARDIOMYOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_HEART_CARDIOMYOCYTES	MYPN	LINC02248	HRAT17	BVES-AS1	EPN3	AL158829.1	HHATL	PRSS42P	FABP2	UGT2B4	BMP10	CSNK1A1P1	RNA5SP327	PDE4DIPP1
DESCARTES_FETAL_HEART_CLC_IL5RA_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_HEART_CLC_IL5RA_POSITIVE_CELLS	CLC	IL5RA	MS4A3	RGS2	PRG2	PDE6G	CERKL	TNMD	MAN1A2P1	LINC01681	DAND5	DBP	LINC01629	MINAR2	SLC6A7	LRRIQ3	AC025043.1	FAM209A	ZC2HC1C	AC005759.1	C9	GLIS1	LINC00407	S100A1	PITRM1-AS1	DUOXA2
DESCARTES_FETAL_HEART_ELF3_AGBL2_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_HEART_ELF3_AGBL2_POSITIVE_CELLS	SCGB3A2	SFTPB	AGR2	ZMYND10	ELF3	SFTPC	PIFO	IL20RA	TMC5	CP	AGBL2	LINC02455	CFAP57	FOXJ1	EFCAB1	LINC01405	C1orf194	LINC01801	SCGB1A1	PIH1D2	DNAH9	CRLF1	DNAH3	FAM216B	TACSTD2	CYP2W1	DEGS2	MS4A8	AL031666.1	TTC23L	ANKRD2	SIX1	SLC44A4	RSPH1	CLIC6	WIF1	MUC1	SAXO2	RPL10P9	EFCAB12	CAPS	DNAH5	RXYLT1-AS1	C9orf135	ZBBX	LINC02660
DESCARTES_FETAL_INTESTINE_ERYTHROBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_INTESTINE_ERYTHROBLASTS	HBG2	HBA2	HBM	HBG1	HBA1	ANK1	SLC25A37	RGS6	EPB41	SPECC1	TSPAN5	CPEB4	OSBP2	HBB	C17orf99	RIPOR3	SNCA	SGMS1	BLVRB	AHSP	HECTD4	SLC4A1	SPTA1	PRDX2	ALAS2	SLC2A1	NPL	XPO7	BCL2L1	SPTB	TMOD1	DMTN	HEMGN	TMCC2	MOB1B	SLC25A21	TRAK2	EPB42	SELENBP1	NCEH1	CAT	TLCD4	RBM38	EIF5AP2	GYPA	FAM117A	PIM1	HMBS	TANGO2	HBZ	RHCE	RHAG	SLC25A39	SLC1A5	ART4	UBE2O	TFR2	FECH	ERMAP	FAM210B	UBR2	H1-2	MYO18B	CPOX	EIF2AK1	ARRDC2	TRIM58	TRIM10	TAL1	TSPAN32	E2F2	GYPB	MYL4	UBAC1	SMIM1	SLC6A9	SNX22	ATG14	ZNF451	RHD	LINC02506	CR1L	GMPR	PPME1	XK	DYRK3	DCAF12	AMMECR1	ANKRD9	SLC14A1	RNF224	DCK	CHST2	ACSL6	SLC22A4	ABCC13	GBGT1	TCP11L2	MFSD2B	GYPE	BPGM	TBCEL	STRADB	NFE2	PIGQ	UROD	KLF1	UROS	AP000787.1	CD46P1	SEC14L4	PHOSPHO1	DHRS13	EPOR	PPOX	ALAD	HBE1	OR2W3	PDCD10	FLACC1	FAM83D	GPR146	SLC2A1-AS1	YOD1	CMAS	GLRX5	GATA1	SLC22A16	RSAD2	RILP	RFESD	FAM214B	TUBB1	ST6GALNAC4	RNF123	CCDC144CP	GPLD1	ISCA1	ATG4D	CYP3A4	FOXO4	C9orf153	YPEL4	KCNN4	ANKLE1	MOSPD1	HTRA2	GFI1B	SEC62-AS1	IGF2BP2-AS1	RNU6-890P	TSPO2	ABCB6	TTPAL	TDH	TLCD4-RWDD3	ANKRD18B	NHLRC4	LINC01134	MED8
DESCARTES_FETAL_INTESTINE_CHROMAFFIN_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_INTESTINE_CHROMAFFIN_CELLS	MLN	SST	CHGA	PYY	LINC00907	CACNA1A	LRP1B	RAP1GAP2	PCSK1N	GCG	PAM	CCK	SLC38A11	REG4	CDHR3	GHRL	SCG2	NEUROD1	TPH1	ONECUT3	ST18	RFX6	LINC01811	MS4A8	GCH1	RAB3B	FEV	PLCXD3	CRYBA2	PCSK1	NKX2-2	STXBP5L	TMEM132D	SLC18A1	SNTG1	LINC00261	VWA5B2	LINC02197	GIPR	GIP	HEPACAM2	PEX5L	RAB26	KCNH6	CEP126	FOXA2	GC	ADGRG4	SYT13	KCNK17	MIR7-3HG	PAX6	TRPC7	LMX1A	LINC01014	IL20RA	CERKL	RGL3	ROS1	GAD2	ARX	GCK	LMX1B	ASIC5	ERICH3	LINC00616	PDX1	SSTR5-AS1	SSTR2	KCNK16	BTBD17	MAB21L4	LCN15	ST8SIA5	KIF19	SLC9A2	AC112487.1	OR51E1	DNAH12	MNX1-AS1	LINC02388	BAIAP3	CCDC162P	PAX4	AC105411.1	FFAR4	PROC	KLB	GLRA3	PNMT	LINC01106	DRAIC	SPTSSB	SSTR5	CALCR	AC097468.1	AL157756.1	TTC39A-AS1	UBE2QL1	GABRA1	BHMT	AL033397.1	TTLL10	CNGA3	C8A	LINC01765	PRODH2	CAPSL	TGM3	ADH6	INHA	TMED11P
DESCARTES_FETAL_INTESTINE_SMOOTH_MUSCLE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_INTESTINE_SMOOTH_MUSCLE_CELLS	ACTG2	GREM2	DES	MYH11	TAGLN	ACTA2	MYLK	MYOCD	CHRM2	MYL9	KCNMA1	FLNA	PDLIM7	CARMN	CNN1	NTM	RGS5	DSTN	ANO1	FRMD6-AS2	LMOD1	KCND3	WIF1	PSD	LINC00578	JPH2	FGF7	FST	OLFML2B	KCNMB1	LDB3	AOC3	SERTAD4	CHRDL2	ADRB3	SLITRK3	FBXL22	NOG	ACTA2-AS1	KCNJ8	IL17B	TACR2	CAPN3	KCNA1	TNMD	POPDC3	OVCH2	NIPAL4	RNU7-47P	PPIC-AS1
DESCARTES_FETAL_INTESTINE_MYELOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_INTESTINE_MYELOID_CELLS	C1QB	C1QC	DNASE1L3	CD86	CSF1R	C1QA	HLA-DQA1	CYBB	HLA-DPB1	HLA-DRB1	MPEG1	SPI1	PLD4	MS4A7	HLA-DPA1	CSF2RA	FGD2	HLA-DRA	HCK	ADAP2	CLEC7A	CD163L1	HLA-DMA	CD74	TYMP	TBXAS1	FGL2	RNASET2	CTSS	RILPL2	FMN1	CACNB4	RAB20	TYROBP	AIF1	SAMHD1	CST3	MERTK	CYRIA	NAMPT	LGMN	MARCHF1	CPVL	STAB1	ITPR2	ABCA1	CD83	AOAH	GPR183	WDFY4	ADGRE2	HRH1	CCDC26	HLA-DQB1	BID	PLEK	CD14	CIITA	CD209	MAFB	IL6R	HLA-DRB5	MS4A6A	THEMIS2	IRF8	CMKLR1	STX11	RYR1	LINC00996	F13A1	LYZ	HLA-DMB	KYNU	MAN2B1	MS4A4E	IL1B	SLAMF7	CD4	LILRB1	PTAFR	FLT3	CD163	CSF3R	LILRB5	NAPSB	NLRP3	C5AR1	FCER1G	RNASE6	HLA-DRB6	IL10RA	CLEC10A	IGSF6	SCIMP	MS4A4A	P2RY13	SIGLEC1	SECTM1	TASL	SIGLEC10	SMIM35	NCF4	CCDC170	MCOLN2	TLR1	CCR1	CFP	FOLR2	ITGAX	LY86	EBI3	ZNF385A	GPR141	TNFAIP8L2	DAPP1	TLR6	LILRB2	FPR3	BCL2A1	LILRB4	LILRA5	MNDA	CR1	IFI30	C3AR1	CD180	HLA-DOA	RGS18	LINC01478	TLR10	ADGRE3	NCF2	CXCR2P1	SDS	CD33	IDO1	TLR7	CX3CR1	RASGRP4	CXCL8	CLEC4F	C1orf162	HPGDS	SLC24A4	MMP9	TREM1	SLC31A2	VSIG4	SIRPB2	C5AR2	SCN4B	GPR34	RETN	P2RY12	CLEC9A	ADGRE1	CD300LF	CXCL10	HLA-DQA2	RPL32P1	RN7SL138P	MILR1	FPR1	CD1D	OSCAR	ZMYND15	NLRC4	FCN1	CD207	ACP3	FCGR3A	CD101	PTPRN2-AS1	FCGR2A	CD200R1	MEFV	NUAK2	SIGLEC12	RUFY4	SIGLEC14	LILRB3	ZDHHC19	CD1C	CD300LB	IL10	CD274	LILRA6	TNFRSF13C	PDCD1LG2	GAPT	LILRA1	AP000439.2	TIFAB	WFDC21P	HLA-DRB9	RN7SL368P	NME8	HRH2	FCER2	MS4A14	AC106865.1	FCGR1A	IL1R2	HCAR3	TCHH	CCR2	RN7SL297P	LINC02513	CD300E	DCANP1	TNNI2	LINC01299	LINC01678	CLEC4C	VMO1	CCL22	CXCL9	LINC01248	LILRA2	CD300C	NCKAP5-AS2	NCF1	IL31RA	KCNG2	TLR8	LINC01645	PTCRA
DESCARTES_FETAL_INTESTINE_LYMPHOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_INTESTINE_LYMPHOID_CELLS	CD247	NKG7	IL7R	SLFN12L	CD52	SKAP1	TXK	LTB	PTPRCAP	CD69	ZBTB16	PTPN22	LINC00299	IKZF2	KIT	CARD11	CD96	TCF7	PDE7A	JMY	STAT4	THEMIS	LINC01934	CD3E	CD7	PTPN7	SCML4	KLRB1	ITK	IL2RG	LZTFL1	TMIGD2	ACAP1	ITGAE	LCK	TRBC2	SEPTIN1	IL23R	IL12RB2	IKZF3	CD3D	IL4I1	TSPOAP1-AS1	CD3G	ALDOC	TRDC	SH2D1A	PYHIN1	GATA3	ZAP70	SLA2	CD6	NLRC3	NCR1	TBC1D10C	MATK	ICOS	MYO1G	IL2RB	DENND2D	CD2	KLRD1	TESPA1	GZMA	CD79B	STAP1	GNLY	LTA	CCR7	LY9	TRAT1	IL21R	SLAMF1	SLC4A10	CD8A	EOMES	KLRC1	CD5	KRT86	SYTL1	GZMM	CRTAM	SH2D2A	SLFN13	ZNF385C	SLAMF6	NMUR1	IGHM	KRT81	GBP5	PTGDR	PAX5	CHI3L2	KLRC4-KLRK1	KLRC2	TNFSF11	GPR68	TRGC1	IL2RA	CTSW	VPREB1	CD160	IGLL1	SHISAL2A	NCR2	GPR171	UBASH3A	CST7	SIT1	NCR3	CXCR5	NT5C3AP2	LINGO4	LINC01871	PRF1	TRGC2	CCR9	PLEKHF1	PCED1B-AS1	VPREB3	XCL1	LINC00426	BLK	IL1RL1	CXCR3	LINC02384	IL18RAP	KLRC3	CD79A	IL17A	KLRF2	SH2D1B	GPR18	LINC00892	KLRK1	LINC01215	RGL4	LAX1	LINC02726	CXCR6	IL26	S1PR4	COL4A4	MS4A1	LINC02481	SIRPG	LINC01891	GZMK	TNFRSF18	CD40LG	IGHD	LINC01222	CCR4	AOX2P	SPINK2	DTHD1	TBX21	FASLG	SKAP1-AS1	AC109446.2	TCL1A	PTGDR2	MANEA-DT	LINC01221
DESCARTES_FETAL_INTESTINE_INTESTINAL_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_INTESTINE_INTESTINAL_EPITHELIAL_CELLS	SLC2A2	SLC5A12	PRAP1	ENPP7	APOB	BTNL3	AFP	APOA4	SULT2A1	MTTP	ALDOB	CPS1	DMBT1	S100A14	MT1G	ADGRG7	REEP6	HKDC1	FABP1	APOC3	APOA1	GUCA2A	CFTR	MUC13	MUC17	RBP2	MAMDC4	LGR5	SULT1C2	GDA	ANPEP	CCL25	XDH	TMEM45B	CES2	SPTLC3	AMN	PRSS8	MOGAT3	ACSL5	MT1H	ACE2	MEP1A	SH3RF2	PBLD	LGALS3	CYP2W1	AGR3	MT1E	ELF3	EPS15-AS1	HDHD3	GIPC2	SLC16A10	TSPAN8	DGAT1	SULT1E1	SI	PRSS3	ANXA4	CUBN	SMIM24	RHPN2	TJP3	GSTA1	CDS1	LAMB3	CLDN2	MGAM2	SULT1B1	SLC6A20	XPNPEP2	CLCA1	SLC19A3	SLC44A4	PRODH	SLC5A1	SLC28A1	SLC6A19	SEMA4G	TMPRSS2	GRHL2	CREB3L3	CYP2C19	MAOB	HHLA2	HNF4A-AS1	KHK	C6	CYP2C18	INAVA	UGT2A3	EREG	GRTP1	CLDN6	CDX1	ADORA2A-AS1	RBKS	MOGAT2	FABP2	GUCA2B	CYP3A5	TMC5	CHP2	WIPF3	UPK3A	GCHFR	VIPR1	XACT	FOLH1	TM4SF20	SLC17A4	F2RL1	PIGZ	ST6GALNAC1	SLC1A1	ITPKA	ABCC2	HSD17B2	LHFPL3-AS2	GPD1	SLC39A4	CCDC198	AADAC	AGMAT	CELP	LIPH	PKP3	MIR4307HG	ATP10B	LCT	ALDH1L1	GJB1	FMO1	MASP1	SLC5A9	FERMT1	PCK2	UGT3A1	PLA2G12B	FAM83B	KRT20	ABCG5	LINC01697	C2orf72	CLIC6	RASEF	IYD	CA7	LRRC19	ANKRD40CL	NR1I2	TMEM92	GSTA2	THRB-IT1	TRIM15	PLEKHS1	MIR194-2HG	UGT2B17	ADH1C	AGT	SERPINA4	TMEM253	SLC9A3	EXOC3L4	RBBP8NL	OR7E14P	ELMO3	PRR15	FBXO2	METTL7B	MUC2	GPX2	GLYCTK	FADS6	BICDL2	TREH	TINAG	LINC01794	SMLR1	LINC01594	SLC51A	CYP2C9	CYP2B7P	ANKRD20A5P	FGF23	TMIGD1	AFM	SFRP5	C8G	CIDEC	C11orf86	C5orf52	PIGR	UNC5CL	LINC00330	APOA2	NAGS	TERT	LEXM	SLC34A3	SLC51B	AADACP1	PCK1	TMEM207	DEGS2	CASC16	LINC02499	CYP2U1-AS1	GDPD2	ERICH4	TRIM31	LINC00501	TPSG1	SLC13A1	ESRP2	SPANXN3	CEACAM18	TMEM139	TMEM52	HMGN1P20	SULT1C2P1	PAK6	LINC00955	FGA	BCAR3-AS1	MYOM3-AS1	ALPI	SLC28A2	LEAP2	NAT2	SPACA3	EGFR-AS1	LBX2-AS1	RBP4	AIRE	CALR4P	ZDHHC23	MFSD6L	UBE2V2P1	EEF1B2P3	DEFB1	AC024592.2	AIDAP2	MME-AS1	AC022784.1	CRB3	ZG16	GLTPD2	RNU6-1093P	TFF1	ARL14	STRIT1	FOXD2-AS1	TUBAL3	AVP	RAD17P1	SIGLEC10-AS1	LINC00479	MIR200C	GCNT4	ASAH2	MMEL1-AS1	LINC01525	LINC01214	RNU1-70P	RN7SKP22	DLX4	SCTR-AS1	ABHD11-AS1	MIR200B	SCAT8	C15orf62	AICDA	AC093583.1	TRPV6
DESCARTES_FETAL_INTESTINE_ENS_GLIA	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_INTESTINE_ENS_GLIA	CDH19	SOX2-OT	PTPRZ1	NKAIN3	SLC35F1	ERBB4	SNTB1	COL25A1	GRIK3	PLP1	COL20A1	PRIMA1	LGI4	METRN	MPZ	EGFLAM	AC099489.1	SOX10	GINS3	SOX2	TFAP2A	MEGF10	S100B	BCAN	RASGEF1C	TRIM9	ABCA8	CSMD2	LINC01505	SHC4	COL22A1	TTYH1	ATP1A2	FLRT1	FOXD3	LINC00461	LAMP5	SERPINA3	NPTX2	HEYL	SYNPR	FOXD3-AS1	HCRTR1	ZNF788P	PAQR6	SOX8	GPR12	RLBP1	H1-9P	GGT8P	CMTM5	LINC01198	KCNA2	ENPP7P2	LMO1	CHST6	ARTN	NCAPGP1
DESCARTES_FETAL_INTESTINE_ENS_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_INTESTINE_ENS_NEURONS	IQCJ	MYT1L	CNGB1	NOS1	PRPH	KCND2	CTNNA2	MAPT	GAP43	CNTNAP2	TUBB2B	HOXB5	CNTNAP5	DPP6	CNTN5	EML5	PHOX2B-AS1	STMN2	ELAVL3	SPOCK1	MIR137HG	ELAVL4	SORCS3	DCLK1	ERC2	FAM163A	SYN3	CUX2	HS3ST5	FGF13	NCAM2	SGIP1	SRRM4	ASTN2	CSMD1	SYT1	MAP1B	CHRNA7	EEF1A2	NEFM	PENK	DCX	NMNAT2	MAP6	VAT1L	DOCK3	ATCAY	LINC01776	GPR176	STMN4	OLFM1	TUBB2A	HEATR5A	PLPP4	UCHL1	CELF5	KIAA0408	PTPRR	SNAP91	DNER	ASTN1	PHACTR3	INA	CNTN1	MAST1	NRSN1	CADM3	VIP	HECW1	ATP1A3	GAL	JPH4	PTPRO	CRABP1	KIF5A	LTK	PHOX2A	CNR1	MLLT11	KCNH5	LIX1	TMC3	TUBB4A	NSG2	JAKMIP1	LINC01250	TAGLN3	CACNA1E	NDRG4	OPRD1	STUM	CHAT	DGCR5	PLPPR3	ACTL6B	JPH3	SLC18A3	GRP	ENTPD3	SLIT1	CACNG7	AC010601.1	CHD5	TLCD3B	PIRT	TLX2	TRIM67	TMEM151B	SMIM28	HECW1-IT1	GNG3	ADCYAP1	GPR22	RIT2	KCNJ5	MYH15	SYT2	ATP2B3	NYAP1	SYT9	ARHGDIG	TTC9B	ATP2B2	CPLX1	CEND1	PSD2	FIBCD1	HMGN1P14	SLC6A15	ATP6V1G2	HTR3B	LHFPL5	LINC01315	F12	PDIA2	ZCCHC12	CACNG2	LINC00609	AC079154.1	SLC10A4	DBH	GCGR	DRGX	HRH3	LINC02198	HMX2	LINC01561	FAM222A-AS1	PALM3	DLX3	CHRNA4	LINC01238	CBWD5	TH	NXPH4	GNG8	AC079089.1	SLC6A2	C4orf50	LINC02495
DESCARTES_FETAL_INTESTINE_VASCULAR_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_INTESTINE_VASCULAR_ENDOTHELIAL_CELLS	FLT1	APLNR	MADCAM1	CD34	PLVAP	COL15A1	HSPG2	EMCN	CLEC3B	SOX7	CYYR1	NOTCH4	SLCO2A1	ESAM	BTNL9	CD320	GASK1B	ARHGEF15	PCDH12	PRND	TM4SF18	CLEC14A	MMRN2	MEOX1	DLL4	LINC01362	LHX6	DIPK1B	FAM167B	SPTBN5	ESM1	FABP4	APLN	SOX17	FABP5	SELP	MSX1	FAM110D	GPR4	RP1L1	VSIG2	NT5ELP	TNNT3
DESCARTES_FETAL_INTESTINE_STROMAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_INTESTINE_STROMAL_CELLS	CXCL14	PDGFRA	AC005165.1	BMP5	FNDC1	FBLN1	PRR16	SHISA3	MUSK	SPON2	GABRG3	DPT	ADAMTS14	LUM	LRP4	TMEM119	ADRA1A	TCF21	PDGFRB	SYNDIG1	ITGA11	NPY	LINC01082	MSC-AS1	EDAR	LPAR4	CCL19	F2RL2	NXPH1	GLI1	OR7E47P	CH25H	COL6A5	ADH1B	FNDC1-IT1	AC114296.1	FZD10	SP5	MMP27	MSC
DESCARTES_FETAL_INTESTINE_MESOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_INTESTINE_MESOTHELIAL_CELLS	PTPRD	SEMA3D	MSLN	RBFOX1	ALDH1A2	CNTN6	PTGIS	ITGA3	COL11A1	KCTD8	MYRF	LRP2	CFH	C3	GFPT2	WT1	CAVIN2-AS1	WNT2B	PTPRQ	HAS1	BNC1	TNNT1	CSDC2	GRIN2A	DSC3	LINC02643	RSPO1	EPS8L1	NEK5	SLPI	FGF18	TMEM191A	C21orf62	NAT8L	SPHKAP	KLK11	CRB2	AC020911.2	FAM110C	ADAMTS20	NPHS1	SCEL	AOX3P	AOX1	COL8A2	TMEM255A	TMEM151A	SCNN1A	WNT10A	ADIRF	SILC1	AC068888.1	CARNS1	SMTNL2	ARL4D	PTGDS	KLK10	ANAPC2	MUC16	CERS3-AS1	NECAB1	QRFPR	LRRN4	WT1-AS	TGM1	WNT7B	TM4SF1-AS1	PCOLCE2	TNFRSF8	TRIM6	CEMP1	RAET1E	PHYHIP	AL138828.1	ACTRT3	SULT1D1P	CPA4	MTND6P21	SFTPD	FGF11	RPL34P18	KLHL26	EGOT	AC003984.1	AGAP11
DESCARTES_FETAL_INTESTINE_LYMPHATIC_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_INTESTINE_LYMPHATIC_ENDOTHELIAL_CELLS	TFPI	RALGAPA2	CCL21	PROX1	MPP7	PLSCR4	STAB2	MMRN1	FLT4	PARD6G	LINC02147	PLA2G4C	TSPEAR	IL7	CRACR2B	PLIN5	LINC01197	TNFAIP8L3	MIR200CHG	GPR1	TBX1	IRAG1-AS1	ELMOD1	TP63	KLHL14	SLC30A3	LINC00636	ABCA4	LINC02145	LINC01948	APP-DT	ART5	RPL17P36	AL359317.2	PM20D1	GNAT3	ADRB2	DSCR9
DESCARTES_FETAL_KIDNEY_ERYTHROBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_KIDNEY_ERYTHROBLASTS	HBM	HBA1	HBA2	HBB	HBG2	HBG1	SLC25A37	SPTB	TSPAN5	SLC2A1	SOX6	ANK1	RGS6	MARCHF3	SNCA	PRDX2	BLVRB	AHSP	HEMGN	SPTA1	HBZ	ALAS2	TESC	PIP5K1B	XPO7	BSG	SLC4A1	CA8	GYPA	OSBP2	RELN	NCEH1	CAT	TLCD4	EPB42	SELENBP1	TRAK2	GCLC	TMCC2	MICAL2	FECH	DPF3	RHCE	TENT5C	SLC14A1	GYPB	MAP2K3	MARCHF8	TANGO2	HMBS	C17orf99	ABCB10	ERMAP	MYL4	SLC25A39	DCAF12	TRIM58	FHDC1	TFR2	EPOR	ARRDC2	KLF1	TRIM10	ESPN	SLC6A9	HBE1	CPOX	PPME1	UBAC1	BPGM	SEC14L4	ALAD	UBR2	QSOX2	PIGQ	RHD	UBE2O	RNF224	FKBP8	GYPE	NFE2	NARF	CR1L	SMIM5	DHRS13	HAGH	TCP11L2	FBXO9	ACSL6	ABCC13	TMOD1	GLRX5	CROCCP2	TBCEL	TBC1D22B	YOD1	AMMECR1	EIF5AP2	ART4	TMEM63B	FAM83D	SNX22	ATG14	PHOSPHO1	ICAM4	ANKRD9	SLC43A1	UROS	SLC36A1	SBF2-AS1	FLACC1	SMIM1	CD46P1	RFESD	GFI1B	RNF123	ANKLE1	ARL4A	AURKA	ACHE	SLC5A4-AS1	SLC6A8	NRIR	DYRK3	TSPO2	HBQ1	PPOX	SLC22A4	RSAD2	RUNDC3A-AS1	KRT1	MYT1	SLC2A1-AS1	YPEL4	CCNE1	GALNT5	TERC	SLC30A10	TF	FAM229A	AEN	RUNDC3A	LINC02506	CTSE	ARG1	KLC3	TLCD4-RWDD3	SNORD13E	ABCB5	TDH	LINC01399	AC114811.2	HMGN1P8	FAM201A	KLK1	THEGL	CYP4A22-AS1	AC010198.1	ABCB6	CPB1	HARBI1	RN7SL574P	TMEM81	UGT1A10	CDC20P1	SNORA79
DESCARTES_FETAL_KIDNEY_URETERIC_BUD_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_KIDNEY_URETERIC_BUD_CELLS	PSCA	UPK1A	ELF5	AQP2	EHF	DHRS2	FXYD3	S100P	KRT7	SNX31	SCNN1G	MUC6	ADIRF	ADH1C	HMGCS2	TACSTD2	PIK3C2G	UPK2	GGT6	SCNN1B	SCIN	ELF3	TMEM45B	KRT19	FOXQ1	MACC1	L1CAM	LINC00645	CLDN4	MYO3B	KCTD8	SNTG1	UPK3A	PRDM16	ESRP1	ACER2	KRT8	SAMD12	BCAS1	SNCG	SPINK1	TFAP2A	ADGRF1	PDE7B	ALDH1A1	RDH10	C4orf19	MAL2	GRHL2	HPGD	SHROOM1	SPINT1	LYPD6B	LINC00511	MAP3K21	PPFIBP2	MYH14	SDK1	KRT18	NIPAL1	COBLL1	IL1RAPL2	RAB11FIP2	RET	TMPRSS2	AC044810.2	PPL	ANXA3	SDC1	ACOXL	PERP	RASEF	CLIC6	SPTLC3	MUC1	FER1L4	AOC1	CLDN7	FBP1	UPK1B	MIR31HG	LINC02343	KSR2	WNT7B	SLC38A11	CFI	C6orf132	VTCN1	LAD1	ST14	CNGA1	ARHGEF38	RNF43	SLC9A2	GRHL3	BICDL2	PROM2	RASSF6	NECTIN4	EVPL	VSIG2	TMC4	GRHL1	ITGB4	TSPAN1	CALB1	ATP10B	CPXM2	MYEOV	CTXND1	GPX2	ITGB6	WNT9B	FAM3B	SLC38A4	MAOA	SMIM22	OVOL1	RNF128	TTC6	FOXA1	CLDN8	FA2H	IRF6	PRDM16-DT	AL354863.1	AC010210.1	FRK	CBLC	TMEM184A	VWA5B1	KRT15	FAM83B	EPB41L4B	CGN	B3GNT3	MIR205HG	GATA3-AS1	DEGS2	S100A2	TRIM29	SLC9A4	LEAP2	FAM181B	KCNS3	VGLL1	S100A14	CDCP1	SEPTIN9-DT	RNF223	FSTL4	PLEKHG6	FAM110C	MLPH	MMP7	POF1B	SYT16	PRR35	TTC39A	PVALB	SSH3	GALNT12	EPN3	EMX1	TMEM30B	ATP12A	PLS3-AS1	KRT5	LAMB3	OVCH2	CYP4B1	PLA2G2F	PTGER1	COLCA1	SHH	FAM3D	TRPV6	POU5F1	ESRP2	TMEM238L	ALDH3B2	AL009178.2	BSPRY	RHBG	LINC01889	PKP3	ACSM6	POU3F4	CLPSL1	AKR1C2	DCAF12L1	CAPN13	LCN12	TAC3	IQANK1	PLA2G4F	LINC02778	PRSS22	DUOXA1	LINC02888	RAB17	CWH43	ERP27	CCNO	RNF183	C10orf99	LINC01139	MGC32805	PLEKHN1	RBBP8NL	CYP24A1	DIRAS2	PTK6	KRT20	CYP2J2	RDH10-AS1	NIPAL4	BNIPL	GOLT1A	AC027117.1	SLC52A3	SPRR3	SIGLEC15	CFAP157	IVL	ELMO3	TFAP2A-AS1	TNS4	PKP1	AC110619.1	MUC15	PSORS1C3	PM20D1	AL161668.3	LINC01170	WNT6	PAK6	FMO9P	KRT80	ARHGEF38-IT1	MFSD6L	CYP4F3	MSX2	TFAP2C	SYT8	GJB3	LINC00051	PRR15	LDHD	CCDC9B	GJB6	AGAP11	SLC30A2	AC009123.1	MAB21L4	TEPP	LY6K	TMEM125	GCNT4	SPR	CYP4F11	UGT1A6	MIR200CHG	CYP4Z2P	HR	AC104667.2	AC011487.2	EDN2	AC108860.2	EVPLL	SMIM6	FAM166C	CAPNS2	AVPR1A	ANKRD34B	COSMOC	LY6D	MIR200B	AC124248.1	LEP	COL17A1	RNF207-AS1	MYO3B-AS1	SPRR1A	UGT1A1	ERVE-1	HSPD1P6	BOLL	CXCL17	MIR200C	NECTIN4-AS1	KRT23	AARD	ARL14	ODAM	FAM131C	SSTR5	AC138150.2	MOGAT3	GJB4
DESCARTES_FETAL_KIDNEY_MYELOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_KIDNEY_MYELOID_CELLS	MS4A6A	CD163L1	HMOX1	ADAP2	CSF1R	C1QC	MS4A7	FOLR2	CLEC7A	SPP1	C1QB	MSR1	NLRP3	CYBB	C1QA	CSF2RA	ATP8B4	HLA-DPB1	PLAUR	CD86	SLCO2B1	MARCHF1	HCK	CTSB	HPGDS	HRH1	MPEG1	FGD2	SPI1	CD163	CYTH4	GPR183	ABCA1	AIF1	CST3	RGS2	RYR1	CIITA	MS4A4E	KYNU	RNASE6	CPVL	CXCL8	PTAFR	CYRIA	B3GNT5	VSIG4	CD68	HAVCR2	MNDA	MS4A4A	CCR1	SLC43A2	C3AR1	LRRK1	IGSF6	GGTA1	OLR1	HLA-DQB1	C9orf72	NAPSB	P2RY13	IER3	GPR34	TLR1	S100A8	RASSF4	PTGS2	HLA-DMB	LINC00996	RHBDF2	C1orf162	SMIM35	TNFRSF11A	LRRC25	FAM20A	SIGLEC1	SCN9A	ACY3	SLC15A3	LY96	LPCAT2	LILRB1	PLB1	NCF2	KCNAB1	LILRB2	LILRB5	CD200R1	TLR10	CD33	ARHGAP22	TLR7	LILRB4	SIGLEC9	SCIMP	RETN	TREM1	NFAM1	SIRPB2	ALDH3B1	FCN1	CD209	DHRS9	IFI30	FCGR1A	TMEM273	P2RY6	LILRA6	DLGAP3	SLC37A2	OSCAR	RN7SL138P	CCR2	C5AR2	IGSF21	TREM2	PTPRN2-AS1	IL10	ST18	IL1R2	LILRA2	LINC01478	FPR3	LILRA1	LINC02798	MSLN	LINC00671	SIRPB1	GPBAR1	STYXL2	RN7SL368P	TMEM86A	MYO7A	SIGLEC16	TNNI2	CRYBB1	CCR5	SLC24A4	VNN1	FCGR1B	SLC22A18AS	CLEC5A	ODF3B	GPR84	SLAMF8	CCL8	CSTA	AL031727.2	C15orf48	HLA-DRB5	SIGLEC5	KCNK17	HLA-DRB9	ASGR2	MEFV	AC129507.1	ZEB2-AS1	CD300E	CD274	AL391832.2	HLX-AS1	RPL32P1	HK3	CD300LF	ADRB1	CLEC9A	TIFAB	MS4A14	LINC02513	ARL5C	SIGLEC20P	LINC01299	METTL7B	CLEC4F	HLA-DQB2	NCF1	TLR8	LINC02723	CLEC4C	LINC01678	AQP9	ZDHHC19	AC092809.2	SIGLEC6	RUFY4	AC092171.3	MMP2-AS1	HLA-DQB1-AS1	MYBPC3	C11orf45	CLEC4GP1	NOD2	TRIM50	PELATON	SOWAHD	RNASE2	AC008649.1	MARCO	LINC01220	LINC01010	TNFSF18	FCGR2C	LINC02712	AATBC	CCDC17	SNORD3B-2	RNA5SP288	HCAR2	CRLF2	HERC2P10	AIDAP2	RPA4
DESCARTES_FETAL_KIDNEY_STROMAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_KIDNEY_STROMAL_CELLS	LUM	PRRX1	SFRP2	POSTN	EBF2	DCN	CTNNA2	SCARA5	OGN	COL1A1	DCLK1	COL3A1	COL14A1	COL1A2	COL12A1	IGF1	SPARC	FBN1	ISLR	PTPRT	MGP	PLAC9	MFAP5	MXRA5	MGAT4C	ASPN	SULF1	EBF3	SRPX	COL6A6	C1R	FOXP2	TNFAIP6	NRXN2	PRELP	FNDC1	EYA2	FBLN2	IGFBP6	LOX	SERPINF1	NRK	HTRA3	SPARCL1	PI16	DKK2	DSEL	DLK1	GAP43	ARHGAP20	WNT2B	DSC3	THBS2	LUZP2	NUPR1	C1QTNF2	ADAMTSL3	OSR1	ANGPTL1	ADAMTSL4	CHRDL1	CCN3	AL357507.1	PRSS35	OLFML2B	PLP1	ABCA8	FXYD1	LINC02802	RPRM	SLC22A3	LINC02643	F10	ANGPTL2	MEDAG	SOD3	PI15	NGFR	DPT	RASL12	TPPP3	FIBIN	ADAMTS4	LTBP2	PCOLCE2	AHNAK2	APOD	PTX3	CRYAB	PODN	ENTPD2	FGF18	KDELR3	OSR2	OMD	WIF1	COL5A3	LPL	P2RX3	SLC6A4	AOX1	CBLN4	HSPB2	AGT	CCL19	SLC7A10	GDF6	CNTNAP4	ISLR2	AC010931.1	KCNA1	LVRN	RNASE4	RXFP2	PLAAT5	MPZ	ECRG4	CADM3	WNT2	WNT10B	LINC02447	NEGR1-IT1	LINC00323	SLITRK2	FDCSP	SLITRK1	TIMP4	FGF16	PSORS1C1	PCSK9	MAN2A1-DT	CPA4	DMRT2	REM1	TBX15	TNFSF11	TMEM229A	TMEM92-AS1	GREM1	C10orf105	MAFA	LINC01850	LINC01886	IGFN1	ABCC12	ACTG2
DESCARTES_FETAL_KIDNEY_METANEPHRIC_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_KIDNEY_METANEPHRIC_CELLS	EYA1	UNCX	LRP2	NKAIN3	TMEM132D	LINC02253	PCDH15	CDH6	TRABD2B	LINC01781	SHISA9	NPHS1	LYPD1	GRIK2	COL2A1	AC109466.1	FAT3	PTPRO	NNAT	DCC	ADGRG2	RBM20	ZMAT4	WT1	SALL1	NPHS2	SLC12A1	SLC5A8	DAPL1	KCNG3	TMEM100	FAM78B	ELOVL2	CLIC5	GPR176	PTPRQ	TRIM71	LINC02532	ADAMTS9-AS1	NKAIN1	CLEC18B	LMX1B	SLIT1	CEP164P1	OLFM3	ECEL1	RIMS1	ADAMTS20	KIF1A	SIM2	CITED1	MMP26	CLDN10	KCNC2	SLC13A1	GLYATL1	CASR	MGAM	SLC30A8	AL513318.1	MYO15A	DPYS	TRDN	DPYSL5	SLC3A1	CALCA	USH1C	LRRTM1	SLC17A1	UMOD	LINC01320	PDZD7	AC006305.1	DDN	CHRNA1	GLYAT	KLK6	TCEAL2	TNNI1	IRX1	UNC5B-AS1	PROX1-AS1	LINC01014	WFIKKN1	FGF8	AL353784.1	PRODH2	PPP1R1A	SLC34A1	ACSM2A	SALL3	DMRT3	LINC01896	KCNJ1	TMEM200C	KNG1	NOTUM	PCDH9-AS1	DEFB1	AC003984.1	FAM153B	SHISA8	TAGLN3	AC009053.3	DNAJC5G	FOXI2	FAM230I	SLC47A2	LINC02432	RPL10P13	SLC34A2	CHRNA4	LINC01571	HAO2	LINC02813	CLC	VSTM2B	LINC02113	MAN1A2P1	GPHA2	OR51E1	MESP1	MAEL	RPS3AP44	LINC02086	PCK1	ANAPC1P1	CHRNG	ANKRD1	SATB2-AS1	AMER2	SLC6A18	SLC22A8	CHRND	OR51E2	RNU6-768P	TMEM246-AS1	C3orf85	AP000802.1	SH2D5	AQP6	ZDHHC22	LINC02143	ARHGEF34P	CLRN3	SNORA59B	BARX1	STMN4	SLC6A5	RPSAP69	LRTM2	CLEC18C
DESCARTES_FETAL_KIDNEY_MESANGIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_KIDNEY_MESANGIAL_CELLS	ALX1	NKAIN2	TNC	APCDD1	RERG	LAMC3	ATRNL1	TCF21	PALLD	GRID2	CCBE1	TMEFF2	CCN4	LAMA2	AGTR2	KLHL13	ENPP1	LRRIQ1	METTL24	SYNPO2	COL25A1	AGTR1	NKD1	CPA6	PHACTR3	COL8A1	REN	LINC00924	INSYN2A	RARRES1	MYOCD	SLC7A14	PITPNM3	SEZ6L2	NKD2	SHC3	RMDN2-AS1	LINC02720	BDNF	FOXS1	TYRP1	IGLON5	TBX22	SLC6A1	LINC01914	PGM5P4	CGB7	PITX3	FGF19	ELOVL3	NDP	LINC02319	GNG8	GOT1L1	LINC02820	RNU6-371P
DESCARTES_FETAL_KIDNEY_VASCULAR_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_KIDNEY_VASCULAR_ENDOTHELIAL_CELLS	SHE	ADGRF5	NOTCH4	SHANK3	KANK3	DYSF	CDH5	PCAT19	NRP2	KCNIP4	ASIC2	PTPRB	ADGRL4	CYP26B1	CALCRL	TIE1	ARHGEF15	GPM6A	DIPK2B	PPP1R13B	PREX2	NR5A2	RAMP3	ECSCR	EPHB4	TCIM	CLEC14A	MMRN2	BCL6B	ADCY4	CEACAM1	RBP5	TMEM88	CLVS1	NOS3	THSD1	LHX6	LINC02384	GUCY1B2	FAM167B	CLEC1A	MAPK11	SOX17	GALNT15	SLC5A4	MADCAM1	EFCC1	DISC1FP1	KCNC4	STC2	CARD10	BDKRB2	RFX8	SYBU	PRND	EXOC3L1	SELE	GPR182	C2CD4B	SV2B	TCF15	QRFPR	NOS2	FAM110D	GPR4	LINC02147	LINC02880	GIPC3	LINC02196	FUT1	PIWIL1	NTS	SP6	STAB2	SSUH2	ESM1	MSX1	AC105001.1	CASP4LP	RP1	FCN3	LRRC77P	MMP25	CASP12	MIR126	GABRD	ANKRD36BP2	ODF3L2	RAET1G	VIP	MALL	ABHD12B	HSPD1P16	ROCK1P1	SPAAR	ULBP1	LINC02487	ULBP2	AC141424.1	TBC1D21
DESCARTES_FETAL_KIDNEY_LYMPHOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_KIDNEY_LYMPHOID_CELLS	SKAP1	CD69	BACH2	NKG7	DUSP2	TCF7	IL7R	BCL11B	CXCR4	RHOH	SLFN5	KCNQ5	CD247	TRBC2	RUNX3	IL2RG	PTPRCAP	CD7	CD3E	PTPN22	CD52	LTB	CRIP1	IGLL1	STK17A	NELL2	BICDL1	DENND2D	SASH3	SAMD3	THEMIS	RASGRP1	ITK	CD3G	LRRN3	LCK	NIBAN3	IL12RB2	CTSW	CD79B	CCR7	ACAP1	KLRB1	SCML4	GZMA	SH2D1A	DGKA	CD3D	SLFN12L	ARPP21	PAX5	FCMR	IL2RB	SEPTIN1	CD2	ADA	PYHIN1	IKZF3	MYO1G	MATK	CD5	ICOS	SATB1-AS1	NCR1	HLA-F	SUN2	LINC01934	VPREB3	LY9	VPREB1	IGKC	ZAP70	IFNG-AS1	IL21R	CD79A	PRF1	TMIGD2	EOMES	PLAAT4	ISG20	TRAT1	CD27	TESPA1	CD8A	SIT1	LINC00861	SLAMF6	SIRPG	IGHD	SHISAL2A	MS4A1	KLRC4-KLRK1	PBXIP1	CD160	TTN	CST7	CLIC3	APOBEC3G	KLRC1	LTA	GZMM	C16orf54	XCL1	MYOM2	TRDC	ZNF101	CHI3L2	CRTAM	GPR171	CNR2	AOX2P	RAG1	BLK	POU2AF1	RAG2	GPR18	SH2D2A	S1PR4	P2RX5	FLT3LG	FCRL1	CARMIL2	AOX3P	LINC01550	LINC01215	KLRC2	GZMK	SLAMF1	SH2D1B	MT1X	CD19	LINC00426	FOXP3	IL2RA	IFNG	CCDC141	PLEKHF1	SCN3A	GPA33	NT5C3AP2	PRTN3	ERVH48-1	DNTT	RASD1	RHOQ-AS1	LINC01891	MAP11	LINC02481	TBX21	S1PR5	KLRF1	P2RY10	TIGIT	TNIP3	FCRL3	ZNF831	CXCR5	TNFSF14	TCL1A	ZNF319	TNFRSF18	TERT	CCR6	TKTL1	AC016168.2	GPR68	GFI1	NCR3	AC244502.1	LAX1	THBS4-AS1	KLRC3	LINC01588	PRKX-AS1	HLA-DOB	RN7SL743P	RNU4-50P	BAK1	RNU6-118P	SH2D4B	LINC02562	RN7SL47P	FCRL2	TNFRSF14-AS1	SEC1P	ATP1A3	ATP13A4	RPL12P1	CR2	RPLP0P6	EML2-AS1	SLC22A9	PARD6A	TNFSF4	DTHD1	JAKMIP1	SCARNA21B	CACNA1C-AS2	FCRL5	GOLGA7B	DOC2GP	FCRL6	DDTL	RPSAP12	ANKRD44-AS1	RN7SL49P	PAX6
DESCARTES_FETAL_KIDNEY_MEGAKARYOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_KIDNEY_MEGAKARYOCYTES	TMEM40	PF4	ITGB3	RAB27B	RYR3	MFAP3L	MED12L	SLC37A1	ITGA2B	ABCC3	MTURN	TUBB1	PPBP	SELP	COL24A1	RUFY1	MMRN1	CXCL3	RBPMS2	DGKG	PPIF	LGALSL	PTGS1	EYS	CNST	MYOM1	PADI4	EFCAB13	GP9	EHD3	ST8SIA6	PIP5K1C	INAFM2	PCYT1B	H2BC4	XRCC2	NRGN	GABRE	KIAA0513	PKHD1L1	SEPTIN5	PTCRA	EXOSC5	CENPS	SUCNR1	TNNI3	XYLT2	AP003068.2	EFHC2	CMTM5	EGF	HPSE	KLF9	PRKAR2B-AS1	ZNF32	LINC02284	INTS5	ADRA2A	SLC8A3	MPIG6B	FMO5	SLC39A3	LY6G6F	LIPC-AS1	TCEAL1	SRPRB	ASB2	PEX5	GP1BA	GP6	EXOC3L4	P2RY1	PIGP	PRKAR1B-AS1	MLYCD	GRM3	RPL7P7	INPP5E	F5	ADAM32	GTF2E1	FAM186B	TUBA8	EREG	RPS6KL1	RAB3C	CFAP58	ERICH6	ANKRD20A11P	WFDC10B	NT5M	CDK9	DGKI	GCSAML	AL646090.1	AC099778.1	LINC00534	INHBA-AS1	TTC4	ZNF852	DNAH10	LATS2-AS1	ZNF425	LEFTY1	CLEC1B	UPK1A-AS1	LINC01786	TXNL4B	MLIP	ALOX12	MYH7B	XIRP2	YTHDF3-AS1	GK-IT1	PDE6A	ZNF543	PLAC9P1	MAST1	PSPHP1	ZG16B	ANKRD62	PTPRK-AS1	ZNF234	LINC01123	CLDN2	ZFP3	FKBP1B	HOXB-AS2	LINC02267	NXT2	RBM15-AS1	ACTR5	C9orf152	DPY19L2P1	RN7SKP16	DNAAF4-CCPG1	RNU6-942P	PLXNB3	LINC01331	EEF2KMT	AL135999.1	RNU6-469P	IL5RA	RNU6-1228P	CHRFAM7A	LINC01141	KCNH6	RPL31P52	MARCHF4	CMTM2
DESCARTES_FETAL_LIVER_MESOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LIVER_MESOTHELIAL_CELLS	BNC2	LSAMP	RYR2	CTNNA3	PTPRD	IGFBP5	PTPRF	THSD4	PALLD	PDE7B	SEMA3C	KRT18	EZR	ALDH1A2	PAPPA	SLIT3	SULF1	CDON	KCTD8	PLCE1	WNT2B	RHPN2	FLRT3	ABI3BP	TFPI2	CGN	PODXL	ELN	CAVIN1	S100A10	NPNT	RASSF8	COL21A1	RALYL	MSLN	NEBL	LHX9	LMO4	PTPRQ	SLC4A4	EGR1	LURAP1L	OGN	MYRF	TRABD2B	GADL1	KRT19	GAS1	ERBB4	WT1	SPOCK2	COL11A1	MYO5B	ITGA3	PPM1E	DPP4	UPK3B	BNC1	DISP1	NTNG1	SMPD3	CDH3	ZBTB7C	CCDC80	GAS6	GXYLT2	CRIP1	MIR100HG	LINC02643	C21orf62	PTPRT	BOC	MGP	DPP6	LGALS3	NXPH2	MGAT4C	EFEMP1	GSG1L	SPOCK1	SAMD11	ARHGAP44	HSPA1B	LAMA5	FGF9	GFPT2	SLC16A1	TLL1	GRIK2	ARHGEF26	RSPO1	EMP2	TNNT1	SLC34A2	COL8A1	NBL1	ELFN1	TENM3	COL9A3	HS6ST3	MUC16	GJA1	SEMA3B	COL4A6	RBFOX1	CYP4X1	ADAMTS9-AS1	CBLN2	SEZ6L2	BASP1-AS1	CPAMD8	CARNS1	PRDM6	RAB34	TMEM132C	DSC3	KLK11	LAMA3	CYSTM1	PROCR	LRP2	CNGB3	PTGFRN	HTRA1	PPL	CA9	MEOX2	ID4	ITGB8	HAS1	FZD7	KLF5	SFRP5	PDPN	DDR1	FOXC1	CDH20	TGFB3	EPHB6	CLIC3	CRB2	CFAP54	KNDC1	CTXN1	EPS8L1	STK31	GRID2	SILC1	WT1-AS	ADAMTS15	AC020911.2	PARM1	FLNC	CAVIN3	COL8A2	FBN3	LRRN1	KRT7	NKD1	CLIC5	NEK5	MTMR7	FXYD7	GALNT9	SPEG	CRYAB	CRACDL	AXIN2	CDH22	RASSF7	TMEM132A	PDZK1IP1	LY6H	ARL4D	IL17RE	GABRB2	ENTPD2	GSDME	FNDC1	MEDAG	FREM2	POF1B	PLLP	ANKRD13B	MAP3K21	NTRK3	MMP24	EDIL3-DT	CA11	LINC01331	B4GALNT4	POU6F2	ZBTB47	AOX1	SLPI	FAM110C	PLAAT5	HCFC1R1	GSTM3	SLITRK4	SNAP91	GNGT1	STON1-GTF2A1L	IGSF9	TGM1	LINC02381	C1QTNF1	ARFGEF3	PTPRU	SMTNL2	PLA2G2A	ADTRP	ALOX15	C6orf132	LINC02024	CFAP46	NPHS1	AP000943.2	SPINT1	COL12A1	DNAH7	BRINP2	CSDC2	CFTR	MDGA1	ITGB4	CYP2W1	DLGAP2	TPBG	GRIN2A	MEIS1-AS3	GPC4	RGMA	CFAP221	RTL8A	NETO1	CNTN3	PRR36	MPP2	LAMC2	OSR1	EFNA4	PDLIM4	ABCG4	LOX	C1QL1	SDR42E1	EVPL	LINC02613	JPH4	CFAP299	ATF3	PEX5L	NXNL2	LRRTM3	PNMA8A	PDGFRL	LINC01031	FRMD6-AS2	LONRF2	VSTM2A	LINC00922	SMOC2	FAHD2B	GRIA4	FGF18	LRRIQ1	TTLL9	AMIGO1	CASC20	GRIN3A	PHLDA3	EPHA6	HSPB2	ADGRB2	INHBA	CNGA4	DCT	NCR3LG1	TMEM132B	LINC01508	MGAM	PRX	CSPG5	TTC23L	COL4A3	SLC8A2	RRAD	HS3ST5	KCNJ15	GOLGA2P7	AC009271.1	TMSB15A	MAD2L1BP	CFAP94	TEKT5	VIT	PIANP	LINC01996	ZNF649	TAF1A-AS1	AC124242.1	LINC01140	ARHGEF4	CBX8	PHF21B	PNMA2	EIF2AK3-DT	CCDC151	ACOXL
DESCARTES_FETAL_LIVER_MYELOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LIVER_MYELOID_CELLS	HRH1	MS4A7	SIGLEC1	C1QA	HMOX1	TIMD4	LILRB5	CD5L	KCNAB1	ADAP2	C1QC	C1QB	CSF1R	CD163	NDST3	TPRG1	CD163L1	CMKLR1	AXL	KCNMA1	CST3	MSR1	CYBB	CTSB	DMXL2	LIPA	MERTK	RAB31	CTSS	RBM47	LGMN	SDC3	SAMHD1	FGD2	MARCHF1	CETP	CPVL	VCAM1	MARCO	IL10RA	CD68	ME1	GFRA2	PDK4	MS4A4E	TYROBP	CFP	FCGR3A	FMN1	MANCR	LILRB1	EPB41L3	AGBL4	KCNK13	SCIMP	MCOLN1	IGSF21	NABP1	FGL2	MAFB	GPR137B	PLA2G7	CD86	RGL3	FOLR2	VSIG4	MPEG1	CSF2RA	CXCR2P1	OSBPL11	IGSF6	IFNGR1	SIGLEC11	SLC49A4	LINC00970	EYA2	NFAM1	CCR1	FPR3	LILRB2	PLA2G15	RASSF4	RAB39A	RNF135	OTULINL	ITGAX	CLEC7A	HK3	ADGRE4P	C9orf72	P2RY13	CFD	TYMP	RGS1	SPIC	MS4A4A	PILRA	THEMIS2	CREG1	CCDC170	NEXMIF	MX2	TNFAIP2	PDCD1LG2	FUCA1	SMIM35	SLC15A3	C3AR1	SPSB4	GAA	LRRC25	IFIT2	PHKA1	HLA-DQA1	SIGLEC9	P2RY6	SUCNR1	NAPSB	NCF2	TNFRSF11A	LILRB4	CABP4	C1orf162	LINC01357	SEMA4A	IFIT3	LINC01504	SIRPB2	SLC37A2	IFI27	RASGEF1C	RN7SL138P	CARD14	HORMAD1	TBC1D30	SIGLEC7	SEZ6L	SCN1B	MS4A14	NLRC4	EBI3	ADGRE1	TMEM63C	PELATON	OSCAR	LHCGR	SLC29A3	PTPRO	GPBAR1	TMIGD3	KCNJ10	PDE1B	CD209	CD300LF	FCN1	FPR1	AC117377.1	AGBL4-IT1	LILRA5	TNFAIP8L2	CALHM6	SIGLEC14	SLC31A2	LINC01645	NFKBIE	SIGLEC16	LINC02057	AC009119.1	TLR5	MMP2-AS1	TLDC2	SIRPB1	FCGR2C	PLBD1	CLEC4F	SEPTIN9-DT	LILRA1	AL606970.3	OLFML2B	LILRB3	SLC24A4	LILRA6	CD1C	MYO7B	NOD2	RNASE6	TMEM86A	LILRB1-AS1	TRIM36	TLX1	DHDH	CXCL10	TLR8	PLPP2	CCR3	FCAR	IDO1	CXCL8	BATF3	ELF5	TBX1	CXCL9	CD80	C5orf64	LINC02345	TMEM26-AS1	IL4I1	DOCK8-AS1	PLBD1-AS1
DESCARTES_FETAL_LIVER_VASCULAR_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LIVER_VASCULAR_ENDOTHELIAL_CELLS	STAB2	NOTCH4	FCN3	OIT3	IL33	CLEC4M	MYRIP	KDR	CRHBP	FLT1	GNA14	ADGRF5	PTPRB	FLT4	PLPP3	AFAP1L1	F8	PTCHD4	RASIP1	NOSTRIN	SH3RF3	DUSP5	DNASE1L3	HECW2	CCDC39	BMPER	HSPG2	LDB2	FAM102A	GALNT18	STAB1	EMCN	EGFL7	LHFPL2	MAN1C1	TSPAN18	NHSL2	KLHL4	SMAD9	KANK3	TSPAN7	ACP5	NOS3	PRUNE2	ADGRL4	RTN4RL1	PDE2A	PCAT19	FEZ1	LRIG3	NTN4	NOVA2	BTNL9	RAMP3	PITPNM3	ARHGEF15	CCM2L	ADCY4	SLCO2A1	PTPRN2	CNTNAP3B	TINAGL1	ZEB1-AS1	ADM	GABRG3	MMRN2	THSD1	PLK2	CPNE5	BRINP1	SLCO5A1	RASSF9	DKK2	CLEC4GP1	DLL4	TP53I11	OLFM1	NETO2	TM4SF18	ACSM1	FGF23	FCN2	CLEC14A	KLF8	DIPK2B	TAMALIN	KIF17	WWTR1-IT1	EDN1	NTS	GPR182	ECSCR	TMEM233	RFPL1	CRACR2B	CLEC4G	BMP2	EXOC3L1	GNA14-AS1	JAM2	NXF3	SYCP1	KIF19	IL13RA2	TRPM6	VIP	LEMD1-AS1	AC105001.1	CT69	AC007743.1	CLEC3B	TMC7	HSPA12B	NUDT10	EEF1A1P31	AC092819.1	LINC01170	CFAP206	IRS3P	C2CD4B	LINC01545	PCA3	C2CD4D-AS1	CHRNA7	ODF3L2	PVALB	RNU6-501P	SOX17	LINC02005	SPATA18	DCST2	LRRC66	LINC01541	BMX	C2orf83	LRRIQ4	ASB11	REN	RP1	AC022034.1	NTN5	CPXM2
DESCARTES_FETAL_LIVER_MEGAKARYOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LIVER_MEGAKARYOCYTES	PF4	PPBP	TRPC6	ITGA2B	GP1BA	GP9	EGF	NRGN	DNM3	DOK6	SELP	PDE5A	F13A1	ITGB3	DGKG	MED12L	RAB27B	NEXN	MMRN1	SLC37A1	RAP1B	COL24A1	TMEM91	NLK	MYOM1	CD226	THBS1	RGS18	PLEK	TLN1	PRKAR2B	LTBP1	FLNA	SLC24A3	CNST	LIMS1	ACTN1	TGFB1	GP6	LINC00504	IRAG1	ZYX	FERMT3	LY6G6F	ELOVL7	ARHGAP18	ITGA6	RUFY1	TMEM40	LINC02284	EFHC2	MPIG6B	MPP7	LINC00534	GNB5	CDC14B	ADCY6	TUBB1	SLC9A1	INHBA-AS1	LRP12	NBEAL2	LINC00989	PROSER2	RAB3C	CMTM5	KIAA0513	FHOD1	HPSE	TREML1	ACRBP	THCAT158	PADI4	F2RL3	SRC	LGALSL	LAT	CXCL3	CASS4	XYLT2	MDM1	SYTL4	ALOX12	ANO2	LINC02770	PTCRA	CXCL2	DGKI	SIAE	LINC02267	SEPTIN5	VEPH1	SEC14L5	LIPH	LINC00211	SMIM12	HTR2A	AP001122.1	LY6G6F-LY6G6D	MYO3B	ANKRD18DP	LEFTY1	TUBA4A	PLXNB3	STUM	CMTM2	C3orf52	TUBA8	MAP1A	FCER1A	CLEC2L	HBD	PCP2	GP5	FAM157C	AC119868.1	AC013460.1	LINC02715	SPX	SETP11	TNNI3	STX1A	AL157895.1	CD40LG	PF4V1	NEXN-AS1	RNU6-299P	ARMC3	LCN2	LOXHD1	GRM3	MYEOV	LGALS12	MARCHF4	ATP13A4	CDH10	GRM3-AS1	LINC01565	HRAT92	LY6G6E	SLC35D3	GPR87	AL355103.1	AC010327.4	PGAM1P8	MYCBPAP	L3MBTL2-AS1	FBXO40	AQP10	LINC01923	CATSPER1	LINC01992	PRSS27	LINC02455	NPM1P27	RSPH1	GLYATL1P1	ACTN1-AS1	RNY1P11
DESCARTES_FETAL_LIVER_LYMPHOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LIVER_LYMPHOID_CELLS	PAX5	NIBAN3	EBF1	BACH2	IKZF2	CD247	LEF1	CARD11	MME	IGLL1	IGHM	ARPP21	DTX1	BLNK	IKZF3	CD96	SLFN12L	CD79B	IGKC	IL2RB	FCRL1	LTB	SLC8A1-AS1	PYHIN1	VPREB1	VPREB3	BLK	CD79A	LINC00426	NKG7	MS4A1	IGLL5	CNR2	ADAM19	BCL11B	IL7R	MYBL1	LCK	RASGRP1	LINC01934	NCR1	ITK	IRF4	TCL1A	SPIB	AC016168.2	THEMIS	IGHD	CD72	IFNG-AS1	ZAP70	POU2AF1	PTGDR	CD19	RAG2	GNLY	CD160	SH2D1A	FCMR	KLRC4-KLRK1	LY9	KLRB1	HRK	SLAMF6	PRF1	RNFT2	P2RX5	RASAL1	TCL6	FCRL5	JCHAIN	LINC00861	GRIK4	EOMES	LEF1-AS1	DNTT	KLRC1	GZMA	PCED1B-AS1	KLRF1	KLRC2	SLC4A10	CD3E	FAM111B	LINC01013	IL23R	CFAP73	LAX1	IL32	CD3D	LZTFL1	FCRL2	TRBC2	HS3ST1	FCRLA	SHISAL2A	KLRC3	SH2D4B	ZNF831	AC044810.2	IL18RAP	CLEC4C	CCR7	VAV3-AS1	TRDC	LINC02202	CD2	CD3G	CD8A	EPN2-AS1	TIGIT	AIRE	RNU6-1214P	NMUR1	GZMM	TCF4-AS1	FRG1JP	ALOX5AP	RORC	GRID2IP	ADAMTS7P4	LINC02422	MAP3K14-AS1	FOXP3	VPS37D
DESCARTES_FETAL_LIVER_STELLATE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LIVER_STELLATE_CELLS	DACH2	PTH1R	COLEC10	IGFBP3	COLEC11	HGF	COL25A1	GUCY1A2	ADAMTS13	CCDC3	LAMA2	CACNA2D1	BGN	ADAMTSL1	ADGRB3	EDNRA	RBMS3	SEMA5A	BMPR1B	LAMB1	IL1RAPL1	LIFR	ADAMTS12	NR1H4	HS3ST3B1	FGFR2	COL6A3	GPC6	ROBO2	KIF26B	CCBE1	MASP1	ITGA1	FERMT2	DAAM2	MDGA2	GGT5	SYNPO2	SVEP1	ST6GAL2	DENND2B	ITGA8	FAT3	NID2	POSTN	BMP5	ADRA1B	RSPO3	ADGRA2	RXFP1	FHOD3	ASPN	NEURL1B	PDGFRA	RPS6KA6	LRRC7	NGFR	SPRY1	TMEM132D	ABCC9	DSEL	ADCY5	STEAP4	ALLC	LHX2	VIPR1	CARMN	PKNOX2	NWD2	SLITRK6	MFAP4	PDGFRB	ANGPTL6	LRAT	DIO3OS	MSC-AS1	ALPL	AFAP1L2	LRRC17	CDH4	NKAIN3	CNTN5	TARID	CXCL14	EPHA3	FAM13C	GRIN2D	TBX2	S1PR3	SLC17A8	SEPTIN4-AS1	NTF3	LINC02237	SCARF2	TRMT9B	RIT2	DIO3	LINC02319	C1QTNF7	VSTM4	LUM	RAI2	AC011294.1	MUSK	NBPF3	HNRNPKP3	DACT3	SEPTIN4	CCDC178	MXRA8	FGF10	NES	ANO3	CSPG4	B3GAT2	TACR1	LZTS1	GEM	ITIH5	BCO1	LINC00632	TBX2-AS1	AHRR	AC040168.1	FGF10-AS1	INS-IGF2	LYPD6B	CDH19	C8orf31	RBMS3-AS3	GPR153	TRPC3	DBH	TWIST2	HSPB6	LMO7-AS1	RPS12P5	KIF26B-AS1	FBXO24	KCNE4	C1QTNF2	DCDC2C	RNU6-1327P	FGF1	GPC6-AS1	ADCYAP1R1	SLC1A7	LINC02618	AC092902.2	RBM46	LINC02507	RASL12	SKINT1L	A2ML1	NDUFA4L2	LGSN	NPAP1	LINC02698	CLMAT3
DESCARTES_FETAL_LIVER_HEPATOBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LIVER_HEPATOBLASTS	HNF1A-AS1	SNAP25-AS1	SLC22A25	ONECUT1	PIK3C2G	LINC02027	SLCO1B1	SLC17A1	SLCO1B3	CPS1	NPSR1-AS1	PAH	HAL	DPYS	ABCC6	PKHD1	LINC02532	FST	SERPINF2	FTCD	GLDC	F2	TM4SF4	AGMO	PLG	AMBP	KLB	HNF4A	SHANK2	SERPINA4	APOA1	BHMT	MLXIPL	SLC13A5	AFP	KNG1	CYP4A11	CYP19A1	GPC3	LINC00470	GAS2	APOM	G6PC	PRAP1	ITIH3	ASGR1	TF	GLS2	SLC38A4	SERPINA1	PTP4A1	FGB	SLC39A14	RBP4	CYP3A7	CYP4F3	ERBB3	ITIH2	AHSG	MT1H	ITIH1	GC	AGT	CPB2	APOA2	SLC38A3	SLC7A2	SLC2A2	ALB	DUSP9	MTTP	APOB	APOC3	HPX	BHMT2	FGG	HMGCS1	FGA	MT1G	APOH	SULT1E1	VTN	PROX1	TTR	HPN	HGD	LINC00907	FOXP2	HMGCS2	MT1E	A1CF	ANGPTL3	SUGCT	MT1F	LIPC	SLC22A9	ADH1A	ALDOB	APOC1	PBLD	GPC5	AMN	SERPINC1	C5	ADH6	ARG1	SERPINA5	ATF5	DCDC2	GPAM	MT2A	MSMO1	FABP1	SCD	PEG10	ASS1	AGXT	ACADSB	FMO5	ASGR2	KIF6	FGL1	AK4	MT1X	TENM1	PLPPR1	ACSL4	ERRFI1	BDH1	TM7SF2	COL2A1	PEBP1	LINC01146	SLC2A9	PLCXD2	ALDH1A1	H19	THRB	SPTLC3	FN1	APOE	GLUD1	MAT1A	PECR	MGST1	DHCR7	CDHR3	PNPLA3	PALMD	PPP2R2B	C8A	SERPINA6	ALDH6A1	CA5A	SERPIND1	SLC39A5	HNF4G	F12	FBP1	HSD17B2	ALDH1L1	CYP3A5	ELOVL2	ANPEP	ABCC2	PRODH2	RGN	TCEA3	VSNL1	CNGA1	GPC5-IT1	ADORA2A-AS1	C2orf72	CAPN12	RIDA	MAOB	AMDHD1	ABCG5	HRG	SPP2	FXYD2	AKR1D1	TDO2	C8B	ENPP1	TMPRSS6	SGIP1	SLC22A7	ACOT12	AKR1C3	SERPINF1	SLC15A1	SLC22A3	CTNND2	HOGA1	SMOC1	CPN1	IGSF1	SDC1	PHYH	SLC6A1	CFB	KLKB1	F10	BAAT	F11	TOX3	AGXT2	CTXND1	SULT1C2	SEMA4G	CP	HAMP	GJB1	ACMSD	UGT2B4	CHDH	F13B	F7	ADH4	LINC00261	DDC	WDR72	CFHR1	NGEF	MST1P2	SOAT2	EHHADH	HABP2	AZGP1	TRIM55	PROC	IGFBP1	ALDH4A1	KIF12	ACSM2B	MOGAT3	CCDC198	LINC01428	SMLR1	CREB3L3	HKDC1	RNF128	STEAP2-AS1	ACSM2A	C4BPB	PPARGC1A	ARSL	FETUB	GCGR	CAMK2N1	AC007389.1	MST1L	GLT1D1	SC5D	HGFAC	TTC6	DBI	DGAT2	DIO1	ONECUT2	CDO1	SLC17A2	CLDN14	ABCC6P1	UGT2B10	MIR122HG	HJV	STEAP2	PPP1R1C	ANG	LINC02607	GLYATL1	APOC4	PROX1-AS1	SLC16A12	TMEM199	ACOX2	CRYZ	AFM	AADAC	SLC47A1	ALDH8A1	SERPINA3	UROC1	LINC02609	SERPINA11	PERP	NPC1L1	TAT	SLC26A1	PROZ	SLC25A18	FGFR4	SERPINA10	A1BG	GLYAT	CYP2J2	MLIP	TMEM82	EFHD1	LPA	TTPA	SAA4	SLC6A11	VIL1	FFAR4	GREB1	GGCX	CACNA1D	C6	ASPDH	FAM153B	FGFR3	PLA2G12B	ABCG8	SGK2	REEP6	GBA3	RHBG	FAM151A	LINC00616	LINC02499	CFHR4	NR1I3	SLC17A4	LINC02365	PHYHIPL	SLC29A4	KLF15	MAOA	SLC5A11	MT1M	LINC00939	SERPINA7	PCK1	SLC25A47	GYS2	AKR1C2	SLC22A10	C1orf115	IL17RB	NUGGC	SLC19A3	PCSK9	MYH14	LINC01900	HAO1	CPN2	HNF1A	EPB41L4B	CDHR5	F9	AGMAT	RNASE4	AC027117.1	TJP3	MSI1	ZFHX4-AS1	TRPC5	SNORC	KRT222	PSAT1	XDH	LINC00870	PDZK1	CAMSAP3	MYORG	CYP3A43	FOXA2	ALDOC	GSTA2	NR0B2	AL023755.1	THRB-IT1	MBL2	MARVELD3	FOLH1B	CASC19	UGT2B27P	IYD	FMO3	FAM9A	HPR	AOC4P	KCNU1	SLC6A12	ASAH2B	BCAR3-AS1	UGT2A3	UGT2B7	LDHD	SLC17A3	IGSF23	XPNPEP2	ETV4	ANXA13	FOXA1	LAD1	LBP	MAB21L4	PLEKHG6	TAFA4	SLCO1A2	B3GAT1-DT	LIPG	PLGLA	MRPL23-AS1	LINC02754	SLC47A1P2	CASC17	AC021074.3	LINC01717	ANKS4B	SLC22A24	SYNE4	LRRC9	LINC01942	GTF2IP7	AADACP1	HPN-AS1	SALL1	APOF	GJB2	SLC38A11	KRT6C	ACE2	MEP1A	LINC00574	MGC32805	RPS3AP54	LINC02015	APOA5	PLA1A	C4BPA	AC026462.3	LRRC31	RN7SL674P	GPT	BBOX1	ENPP7	PALM3	FADS6	MROH9	ALDH1L1-AS2	LINC02331	SHH	UGT2B15	APOC2	AL161630.1	ALDH1L1-AS1	LINC00482	RAB26	EIF2S2P2	TAT-AS1	PRSS46P	P2RX3	MOGAT1	DQX1	GLTPD2	ADM2	CYP4F2	ERVK9-11	SLC16A11	CCT8P1	FOXN4	MFFP1	RN7SL359P	C1orf210	TTC36	RNU1-30P	POU6F2-AS1	CFHR3	LINC02672	RPS26P57	LINC01843	MOGAT2	SOWAHA	RN7SL583P	FYTTD1P1	LINC01816	EPO	AL022069.1	AL138826.1	PDCD1	APOA4	TMEM54	OGFR-AS1	FAM3D-AS1	RNA5SP163	LINC01370	RPL23AP6	SLC34A1	QRSL1P1	ART5	TMEM139	RNU6-117P	MUSTN1	AF196972.1	RNU4ATAC3P	CHAD
DESCARTES_FETAL_LIVER_ERYTHROBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LIVER_ERYTHROBLASTS	SLC25A21	C17orf99	RHCE	EIF5AP2	SLC5A4-AS1	ANK1	KEL	SLC14A1	OSBP2	SPTA1	TMOD1	SEC14L4	TFRC	SLC4A1	SPTB	TRIM10	GYPA	SLC25A37	ADD2	SLC6A9	ABCB10	PIGQ	GYPB	CPOX	UBAC1	GYPE	FHDC1	ALAD	EPOR	MINPP1	ART4	TRAK2	RHD	SLC22A4	RHAG	UROS	PTH2R	ALAS2	EPB42	KCNH2	KLF1	RFESD	ACSBG1	FLACC1	SLC38A5	CD46P1	ABCC13	DNAJA4	ACHE	THEGL	TSPAN17	PPT2	TTC25	LINC01399	AC010531.4	TDH	A4GALT	XG	ERFE	ABCB5	KRT13	HDC	HBBP1	ACKR1	LINC02444	SEC14L3	SHISA7	ERVE-1	ASIC4	ANKRD61	FKBPL	RNU6-87P	ADAM7	RNU6-670P	GRASLND	RNU6-1057P
DESCARTES_FETAL_LIVER_HEMATOPOIETIC_STEM_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LIVER_HEMATOPOIETIC_STEM_CELLS	CALN1	RNF220	NKAIN2	MPO	CHRM3	C1QTNF4	PRTN3	AZU1	KIT	SPINK2	PRSS57	LINC01122	PRDM16	HMGA2-AS1	NOG	LINC02839	LINC02160	TRH	ANKRD20A5P	TNFRSF10A	MS4A3	TFAP2E-AS1	CHRDL1	HOXA6	CDH9	HTR1F	HOXA7	CFAP92	LINC01538	HSPE1-MOB4	CPNE7	INPP5J	USP6
DESCARTES_FETAL_LUNG_SQUAMOUS_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LUNG_SQUAMOUS_EPITHELIAL_CELLS	KRT78	SPRR3	TMPRSS11B	KRT13	TACSTD2	S100A9	PPDPF	H19	IGF2	HOPX	LGALS3	NIBAN2	KRT19	RAB11FIP1	PERP	SPRR1B	CLIC3	PPL	YBX3	CDKN1A	MT2A	IL1RN	ECM1	MT1E	SPINK5	SERPINB2	MAL	SPRR2A	SCEL	NDRG2	C6orf132	FTH1	CEACAM6	MT1G	MT1X	NECTIN4	SH2D4A	EIF1	PITX1	CXCL17	LCN2	MUC4	PRSS22	KRT80	IER5	HEBP2	SPRR2D	TTC9	DSC2	SAMD9	MUC21	TRIP10	METRNL	A2ML1	KRT15	KRT16	NCCRP1	LYPD2	KRT4	F3	SERINC2	OAS2	PPP1R13L	VSIG2	FUT3	GRHL1	CSTA	TMEM54	AHNAK2	CNGA1	TMEM159	AC005083.1	FAM3D	SMIM5	CYP2W1	MAB21L4	ADGRF1	C15orf48	PHLDB3	IL36RN	TP53INP2	APOBEC3B	HES4	TTC22	ZNF750	YPEL3	B3GNT3	ABHD5	LINC00393	TMPRSS11E	VGLL1	RHCG	MT1H	APOBEC3A	CDKN2B	PRSS27	NR1D1	SLC25A23	SDCBP2	CRCT1	CRISP3	BNIPL	WFDC21P	POF1B	MUC22	ETHE1	SSH3	MUC20	CAPN14	LYPD3	ATP10B	PADI1	IVL	KRT17	B3GALT5	KLHL21	PAX9	MAP1LC3B	KRT14	CEACAM5	GLTP	RRAGC	RNF141	EPHX3	TINCR	PHLDA3	B3GNT8	RNF39	SGTA	RNF223	C12orf29	RRAGD	ETNK2	CTSV	FUT6	FABP3	TMEM80	NAPRT	MIEF2	ZNF365	CNFN	PLSCR2	AVPI1	RDH13	DUOXA1	MARCO	PTK6	CBR3-AS1	TMPRSS11D	AMN	TMC1	GID8	S100A2	OVOL1	DSG2-AS1	FOXE1	RNF222	FUT2	AC008736.1	PAX1	STX17-AS1	ADGRF4	SFN	DKK2	RAB9A	GPR87	CERS3	LINC00958	CYSRT1	FAM83A	BEST1	PKP1	MOSPD1	IL1R1-AS1	GJB2	KLC3	IL1RL2	FOXQ1	ZNF554	EREG	ZNF555	GRHL3	TMEM79	FLG	OSGIN1	B3GALT5-AS1	GABRP	KCNG1	AL357153.1	AC004816.1	GCNT3	SIM2	XDH	CEACAM7	PLEKHN1	SERPINB5	AL033384.1	TMPRSS11A	THAP1	DOCK9-DT	PI4K2A	PTGES	C15orf62	ATP6V0A4	ZNF812P	TRMO
DESCARTES_FETAL_LUNG_CSH1_CSH2_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LUNG_CSH1_CSH2_POSITIVE_CELLS	CSH2	CYP19A1	PAPPA	COBLL1	TFPI2	TGM2	SDC1	ANGPT2	ADAM12	HSD11B2	SLC2A1	SEMA3B	VGLL3	CDKN1C	SEMA3F	CTSL	LRP2	USP43	EVA1B	PGF	PEG3	CDO1	SPIRE2	CNKSR1	ST3GAL4	ENPEP	SYDE1	SEC61G	CEP152	LGR5	CYTH3	A2M-AS1	MRGPRF	SEMA7A	SPTLC3	CGA	PSG1	RNF128	LIN28B	BOK	SH3GLB2	KISS1	CERCAM	SGPP1	CHODL	TNFRSF12A	SLC6A4	DLX3	HNRNPD	WAPL	MARCHF9	ILF2	P2RX4	TBC1D24	OGDH	GABPB1	COPS9	MSX1	CENPV	AC079313.2	UPP1	MIR583HG	ZFAND1	KMO	DOLK	ACO1	CHD8	TPTEP1	LINC00689	SEMA5B	FAM131A	ANKRD40	TRPV6	TM2D2	MTMR10	LZTS2	PPAT	RAB23	STRA6	MFSD13A	POU6F1	AKR1B1	MIR4300HG	ANGPTL4	SLC35B2	PRDM11	C21orf91	DHX32	L3MBTL1	EML2	GNGT1	ZFYVE28	EPHA1	EBI3	HSF2	HNRNPA1P48	ALG2	TFAM	MMP11	ZNF703	PSG5	PHLDA2	PSMD3	SLC13A4	MSH6	SLC25A32	TSEN34	RTN4IP1	ZNF280C	SNAI1	NUFIP2	CCNDBP1	PREB	SLC39A9	PGP	NFU1	TTPAL	YKT6	ASF1A	TMEM192	CARNMT1-AS1	GPAM	ZNF74	ZNF333	C9orf64	P2RY11	TRMT61A	FXN	SPINDOC	P2RY2	TWIST1	TXNDC15	RAC3	EFHD1	LINC01535	ALKBH8	UEVLD	CYP1B1-AS1	SUPV3L1	CYP11A1	ZDHHC16	TRAFD1	ZNF880	TP53I13	DLX4	ZNF268	ZNF587	ETAA1	KAT7	STARD4	PEX12	CNOT3	HSD17B1	TIMM50	SLC16A4	NKIRAS1	TFPT	SNRPA1	COQ7	TBCEL	GTF2H2	POLR2D	LSM10	CNNM3	EFCAB8	GPATCH11	EED	AL390334.1	UNC119	BBOX1	CCAR2	MAP3K12	RPL13AP5	SLC25A35	C15orf40	ZNF343	TEX261	LVRN	CCDC192	PLCE1-AS1	TIMM17A	TMEM101	SLC23A3	ZNF616	FAM200A	ZNF138	ZNF839	TARS1	DDIT3	MBD6	TCAF2P1	HARS1	METTL5	SLC52A1	NOP14-AS1	PLAC1	CABYR	VPS16	TIPIN	UBL7-AS1	USP14	PPIL2	PCGF1	RNF14	LLGL1	NHLRC1	ZBTB14	APOB	POLR2J2	ATXN1L	ALKBH2	KCNJ14
DESCARTES_FETAL_LUNG_MEGAKARYOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LUNG_MEGAKARYOCYTES	PPBP	TUBB1	PF4	GP9	ITGA2B	ITGB3	THBS1	LTBP1	TLN1	DNM3	SLC2A3	PLEK	VCL	PDE3A	P2RX1	TGFB1	NEXN	FLNA	PRKAR2B	RAP1B	CD226	CD84	RAB27B	RGS18	CNST	GP1BA	ZYX	LY6G6F	DGKD	SELP	NRGN	FERMT3	F2R	GP6	TAL1	DGKG	RIPOR3	NLK	MPIG6B	RUFY1	TSPAN32	LYL1	F2RL3	MAX	LINC00534	NBEAL2	NT5C3A	LAT	MPP1	LGALSL	EGF	ENDOD1	TREML1	BMP6	CTSA	CLEC1B	KIAA0513	TMEM91	SRC	LINC02284	TBXA2R	ACRBP	NFE2	SSX2IP	GUCY1B1	FAM110A	ATP2C1	THCAT158	PTGIR	MARCHF2	PDLIM7	P2RY1	C11orf21	TRIM58	SYTL4	ANK1	MYOM1	LRP12	ILK	CMTM5	RAB37	PTCRA	ADCY6	GAS2L1	GATA1	ZFPM1	OR2W3	MFAP3L	LINC00504	MFSD2B	C2orf88	GFI1B	INHBA-AS1	ANKRD55	HPSE	MLC1	RHD	SMOX	RHAG	LINC00989	SLC39A3	PLEKHF2	LEFTY1	WFDC1	CXCL3	XK	GMPR	CTNS	RTN2	AQP10	UBL4A	PLXNB3	KEL	PTGER3	CXCR2P1	MYO18B	NT5M	MACIR	HTR2A	H2BC15	EFCAB13	E2F1	STRIP2	XIRP2	PCP2	RPL17P22	GP5	AP001189.1	ZNF792	EXOC3L4	TRAPPC3L	ING5	RBPMS2	SUCNR1	LINC02267	GCSAML	TNFSF4	LY6G6F-LY6G6D	LGALS12	TNNI3	RILP	ANKRD9	CR1L	BEND2	TMCC2	KCNQ4	HBD	BBC3	CMTM2	MPL	MOB3C	CCR4	HYAL3	ENPP7P10	LINC02770	LINC00642	HEMGN	TUBA8	HRAT92	TFR2	CHRNA2	WHAMMP2	LINC02884	CA3-AS1	HGD	VIL1	AL355103.1	LINC01594	AC009962.1	HERC2P4	HEXIM2	AL157895.1	ERVK9-11	SMG1P4	INSIG1-DT	LINC00298	RN7SL30P
DESCARTES_FETAL_LUNG_NEUROENDOCRINE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LUNG_NEUROENDOCRINE_CELLS	GRP	GHRL	SEC11C	ASCL1	CACNA1A	ACSL1	CHGA	CPE	NOL4	TMEM132D	SPHKAP	DDC	LINC00261	HEPACAM2	NEUROD1	INSM1	RFX6	CALCA	TPH1	KCND3	CA8	HES6	ABCC8	KCNH6	GRIK1	KCNJ6	NPTX1	SV2B	COL22A1	RPRM	GHRLOS	GFRA3	KSR2	MAOB	SYT13	HTR2C	KLK12	KCNH2	MMP26	RASD1	SLC38A11	PCSK1	SLC18A1	AMIGO2	RGS4	NKX2-2	VWA5B2	NPSR1-AS1	DLL3	VGF	BTBD17	CHRD	POTEJ	CHDH	QPCT	OR51E1	LMX1B	RIMKLA	A1CF	SLC16A12	PGAM2	PHGR1	TFF1	POTEI	NR0B2	SFRP4	FIBCD1	TMPRSS6	KCNIP3	TTR	ASCL2	RAB26	TMEM198	RHBDL1	SMIM32	MBOAT4	AC013562.1	SSTR5-AS1	PTGFR	NPC1L1	PDCD6IPP2	OPRD1	GPX2	PKD2L1	SLC6A17	GKN2	TRPC7-AS1	NDUFB2-AS1	NREP-AS1
DESCARTES_FETAL_LUNG_CILIATED_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LUNG_CILIATED_EPITHELIAL_CELLS	CFAP157	CFAP52	SNTN	TTC29	C20orf85	DNAI1	ZBBX	VWA3B	TMEM212	DNAH9	HOATZ	FAM216B	DTHD1	ROPN1L	DNAH12	FAM183A	CAPS	CFAP73	C5orf49	DNAH3	MAP3K19	CCDC113	FABP6	VWA3A	DNAH5	TEKT1	LINC02345	CFAP43	SPAG6	KIAA2012	LMNTD1	FHAD1	SERPINI2	RSPH1	CFAP77	ADGB	TMEM231	CFAP299	SPATA18	C1orf194	DNAAF1	DNAI3	NEK10	HYDIN	MROH9	ZMYND10	C9orf24	SPAG17	CCDC60	CFAP126	WDR49	CFAP251	ECT2L	AGR3	DNAH11	CFAP45	CIBAR2	LRRC46	LRRIQ1	ANKFN1	SAXO2	PIFO	C6orf118	PPP1R42	CFAP54	ARMC4	DLEC1	FOXJ1	ERICH3	EFCAB1	DRC3	FANK1	SLC44A4	ARMC3	TMC5	SPATA17	CFAP70	DCDC1	DNAI4	TMEM232	CCDC173	DNAH10	CFAP94	ODF3B	CFAP61	CFAP91	PACRG	PPIL6	CFAP44	CCDC146	CETN2	EFCAB6	CASC2	CCDC30	DNAH7	KCNE1	DNAH6	RGS22	LRGUK	STK33	ENKUR	SPAG16	IFT57	CCDC170	CHST9	SPEF2	EFHC1	CCDC39	C4orf47	CFAP221	ESRRG	LINC01091	ULK4	NEK11	SPATA6L	C8orf34	PTPRT	TPPP3	CEP126	DRC1	TMEM190	KIF6	TOGARAM2	C9orf116	LRRC23	ALDH3B1	PPP1R32	CFAP206	CFAP53	IQCH	CAPSL	BBOF1	CFAP46	CCDC78	CABCOCO1	CCDC17	OSCP1	MARCHF10	DNAH2	WDR38	C21orf58	LRRC10B	AK8	MORN5	DNAI2	IQCG	ZNF474	C11orf16	SPACA9	RSPH9	CDHR4	NEK5	C1orf87	MORN2	CFAP69	FAM81B	HHLA2	ST6GALNAC2	TMEM67	C1orf141	CC2D2A	FAM227A	LRRC6	MAPK15	C22orf15	AK9	CFAP100	FRMPD2	C6	CCDC40	AK7	CFAP47	MNS1	STMND1	STOML3	TSPAN19	SMIM6	ARMC2	SLC22A4	DNAAF4	CFAP65	NPHP1	CSPP1	TRAF3IP1	TTC21A	DRC7	DNALI1	CROCC2	RP1	DYNLRB2	LRTOMT	NME5	RAB36	TTLL9	FBXL13	RSPH4A	VNN3	DNAJB13	CFAP57	CCDC81	CFAP300	CD164L2	C1orf158	KATNIP	C8orf37-AS1	CFAP58	UBXN10	LEKR1	GOLGA2P5	AGBL2	ABCA13	OMG	TCTEX1D1	WDR54	IQUB	TTC26	CFAP298	IL5RA	LDLRAD1	B9D1	LINC01765	SRGAP3-AS2	NWD1	CAPS2	DAW1	TTC23L	IK	ANKRD66	C7orf57	EFCAB12	FAM229B	C9orf135	EFCAB10	CCDC181	C11orf97	DZANK1	RPGR	ZDHHC1	EFHB	TTLL10	TTC25	TEKT4	WDR93	CCDC114	RPGRIP1L	TTC34	C2orf73	KIF27	LCA5	USP2	GRIN3B	LINC02166	ENO4	CERKL	SPEF1	PRR29	NME9	EYA1	SYNPR-AS1	DOC2A	RUVBL2	TCTN2	TUBA4B	CCDC65	ASB14	HSPBP1	CCDC151	DNAL1	DYDC2	LRRC9	CCDC13	LRRC71	RABL2A	CLUAP1	IFT22	DCDC2B	RIBC1	USP2-AS1	THBS3-AS1	FLACC1	MDH1B	PIH1D2	AKAP14	CCDC96	IQCD	LCA5L	C10orf95	MAK	SLC9C2	C17orf97	LRRC43	AC092802.1	TCTEX1D4	C16orf71	PITPNM1	ARMH1	RSPH14	RABL2B	PLPP2	CATIP	MYCBPAP	TEX26	KIF9	LRRC34	KCNRG	CFAP20DC	FAM166B	GLB1L2	ZNF19	COL28A1	NHLRC4	FBXW9	DNAH1	SLC27A2	DYNLT2B	FBXO15	LINC01435	AC027237.3	KCNJ16	WDR86-AS1	GIHCG	NRAD1	CCDC190	CCDC157	SPAG8	IQANK1	TTC16	STOX1	TEKT3	DYDC1	DNAAF6	FAM47E	LRRC18	RIBC2	PLEKHG7	LRRC56	LPAR3	FUZ	ANKRD45	GJB7	TTLL6	UGT2B17	CATSPERD	GSTA3	LINC01513	NAT1	LRP2BP	CCDC33	ZC2HC1C	DERL3	AC013470.2	CCDC189	TCTE1	C15orf65	ENKD1	C16orf46	ERICH6-AS1	APOBEC4	AC090001.1	ZDHHC11	DNAAF2	CSRP3-AS1	LINC00589	TREM1	CCNA1	PPP1R16A	TRIP13	PLPPR3	LRRC73	C22orf23	CCDC103	LINC01708	LGSN	DPCD	ANKDD1B	GON7	CCDC153	LKAAEAR1	ACBD3-AS1	ADPRS	NRAV	PPOX	CCDC74A	SPATA33	RNF32	TEKT2	TSNAXIP1	ZNF273	SPATA4	ANKRD44-AS1	HAGHL	SAPCD1-AS1	CFAP99	TTC30A	TP73	LRRC37A5P	SPATS1	AADACP1	AXDND1	KLHDC9	CEP19	C2orf50	RIIAD1	C10orf67	CACNG6	FAM166C	BCYRN1	LRRIQ3	LRRC74B	AC010255.2	MAT1A	SAMD15	CDH26	ZMYND12	LINC02624	LINC01571	LINC01392	RNF157-AS1	TTC41P	FMO3	CCDC89	PLEKHS1	ZNF391	ZNF295-AS1	LINC00939	FSIP1	ZNF20	NUDT7	TIGD4	CRISP2	UMODL1-AS1	DIO1	AC010624.1	C6orf201	CCDC74B	ZNF584	CLDN8	CCNO	RSPH10B	LINC02618	SYT8	ZSCAN1	MEIG1	LPO	LINC02300	CCDC160	AADACL2	HMGB1P16	SCGB2A1	ATP4B	WFDC6	RNU4-46P	C1orf189	CDNF	CAPN8	LINC02265	SMIM34A	LINC02056	MIR7515HG	C6orf52	AL163051.1	LINC01908	LNC-LBCS	ZNF497	VWA5B1	LRRC26	HCG14	MRLN	DLG5-AS1	GBP6	MGAT4D	TGM3	CCDC39-AS1	FAM181A-AS1	RSPH10B2	LINC01707	TP53AIP1	CLEC19A	LINC01927	AC009119.1	BTG4	C1QTNF8	EEF1B2P4	TMEM231P1	SOX30	ARMH2	UROC1	PRSS54	ZMYND10-AS1	SLC28A2	CHST6	RPL21P54	C11orf52	RPL30P7	LINC02066	UVRAG-DT	GSTA2	SEC14L3	LINC01732	MOBP	LINC02289	E2F3P2	ADGRF2	LINC02731	ANXA13	CNGA4	EEF1B2P5	SERPINA6	HHATL	ERICH3-AS1	PLA2G10	LINC02696	FAM181A	TTLL13P	RHPN1-AS1	CAPN13	TMPRSS7	FAM133GP	AL033523.1	FAM221B	FOXN4	LINC01843	C8B	ANKK1	ANGPTL5	LMO1
DESCARTES_FETAL_LUNG_MESOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LUNG_MESOTHELIAL_CELLS	PDZRN4	C3	SULF1	SBSPON	PTPRQ	CFH	ALDH1A2	MSLN	ELN	PTGIS	GFPT2	PRG4	GADL1	CRIM1	FNDC1	HAS1	WNT2B	RERG	PLAC9	WT1	OLR1	FGF9	MGP	C1R	BNC1	SFRP5	MIR548XHG	GSG1L	ADAMTS5	LINC01133	CARNS1	IL6	GLP2R	GRIN2A	C21orf62	PLA2G2A	RSPO1	TBX18	SMTNL2	LIF	TGM1	GATA4	AC114689.3	ITLN1	PODN	CLDN15	BDNF	PLLP	CRB2	COL8A2	LINC02643	CFB	RND1	ADGRD1	WT1-AS	GEM	TNNT1	FAM110C	NPHS1	LINC02381	PRELP	ASS1	CDH20	NMU	BDKRB1	KRT5	CCN4	PCOLCE2	KLHL31	DOK7	LRRN4	BST1	LINC01018	GSDME	ADCYAP1	MST1	ABHD12B	TECRL	LINC02360	CTSE	CASC20	CYP4Z1	SPRR2F	PRSS33	RNU6-977P	PCK1	CES5AP1	RNU4-45P	LINC01996	CPA4	PDZD3	KLK5	PSAPL1	CA9	KLK1	DKK1	SOX15	MPPED2-AS1	PRODH2	LINC01687	HSD52	TMEM52B	NKX3-1	UNC5B-AS1	EIF4BP6
DESCARTES_FETAL_LUNG_LYMPHOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LUNG_LYMPHOID_CELLS	CD247	IGKC	THEMIS	TRBC2	SKAP1	PTPRCAP	LTB	LEF1	IL7R	RHOH	IGHM	TXK	SAMD3	NIBAN3	TCF7	CD3E	PAX5	ITK	SCML4	MS4A1	IL2RG	LCK	SATB1-AS1	RASGRP1	NKG7	LINC01934	CD7	CD52	CCR7	STK17A	STAT4	CD3G	CD79A	IKZF3	PYHIN1	CD3D	IFNG-AS1	IGLL1	ZAP70	CD79B	CD8A	SH2D1A	SEPTIN1	FCMR	CD5	LINC00861	IL2RB	CD2	DGKA	CD27	KLRB1	IGHD	TRAT1	TBC1D10C	JCHAIN	BLK	GZMA	LY9	KLRC4-KLRK1	PCED1B-AS1	SIRPG	SLAMF6	FCRL5	GPR171	TMIGD2	ICOS	SIT1	LEF1-AS1	VPREB3	FCRL1	NCR1	KLRC1	SLAMF1	SHISAL2A	STAP1	PTGDR	GZMM	LTA	PRF1	VPREB1	IL23R	UBASH3A	IGLL5	TRDC	CXCR3	S1PR4	MATK	GNLY	MZB1	LINC01215	LINC01891	CD19	FCRL3	LINC00426	IL2RA	CRTAM	TCL1A	P2RX5	IL18RAP	CST7	CD8B	FCRL2	TRGC1	KLRC2	CHRM3-AS2	CORO1A	CD160	AC016168.2	GPA33	LAX1	GZMK	FCRLA	LINC02325	CR2	LINC01222	NT5C3AP2	XCL1	FOXP3	RAG2	SH2D1B	KLRK1	KLRF1	MEOX1	TIGIT	SLC14A1	APOBEC3D	CTLA4	CHI3L2	LINC01259	KLRC3	NCR3	FLT3LG	CDHR1	S1PR5	PDCD1	TRGC2	CXCR6	DNTT	XCL2	TNFRSF9	TBX21	TNFRSF13B	GZMB	CXCR5	NPM1P7	LINC02273	FASLG	CA6	NPM1P27	GZMH	VAV3-AS1	AC244502.1	AGMAT	C10orf88B	ZBP1	ZNF683	PSMA8
DESCARTES_FETAL_LUNG_MYELOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LUNG_MYELOID_CELLS	CSF2RA	C1QC	FGL2	CPVL	HCK	MPEG1	CD163L1	LYZ	HLA-DRB1	HLA-DPA1	HLA-DPB1	MS4A7	HLA-DRA	LGMN	CLNK	WDFY4	CYBB	HLA-DQA1	CD74	ATP8B4	CD86	CCDC26	CIITA	FGD2	SPI1	IRF8	GPR141	HLA-DMA	HLA-DQB1	CD83	CLEC7A	MS4A6A	CD14	P2RY14	C1QA	FLT3	HLA-DRB6	CYTH4	NAPSB	PLD4	MPO	MS4A4E	CLEC10A	CD163	LRRK1	C1QB	KYNU	MNDA	ITGAX	HLA-DRB5	HPGDS	KCNK13	HAVCR2	PRAM1	FOLR2	TGFBI	NCF2	ADGRE2	FCN1	MS4A4A	IDO1	TRPM2	LINC00996	CD1C	CCR1	SCIMP	TLR1	CMKLR1	VSIG4	SLC24A4	NLRP3	IL1B	CLEC9A	C3AR1	RNASE6	LILRB2	SIGLEC1	IGSF6	LILRB5	MMP9	ANPEP	LINC01478	TMEM106A	DNASE1L3	PRTN3	SIRPB2	P2RY13	OSCAR	CD33	HLA-DQA2	RETN	PILRA	LRRC25	NFAM1	GPR34	LILRB4	BATF3	CXCL9	HRH2	PTGS2	MILR1	SLC15A3	C19orf38	LILRB3	IDO2	LINC01605	FCGR1A	SIGLEC14	NME8	FPR1	CD209	NOD2	SLAMF8	LILRA5	HLA-DQB2	IL1R2	RPL32P1	NAIP	CD1D	LILRA2	ASB2	CLEC5A	CARD9	EGR2	SIRPB1	CD207	CD300E	MS4A14	SIGLEC5	CXCL10	CEACAM4	ASGR2	NLRC4	LILRA6	BCL2A1	SIGLEC11	STYXL2	FPR3	SIGLEC7	CPA3	HLA-DRB9	HTR7	MEFV	LILRA1	IFI30	CD300LF	KCNMB1	CD300LB	CLEC4F	SLC37A2	LINC01094	HLA-DQB1-AS1	C9	TLR8	ARL5C	RN7SL138P	FCAR	LINC02576	FCGR1B	ADGRE3	LINC02513	ZNF415P1	AC106865.1	TET2-AS1	TIMD4	RN7SL288P	VSTM1	C5AR2	PLA2G2D	SLC12A3	ADGRE1	SOWAHD	CASP5	LINC00671	MTND5P14	HDC
DESCARTES_FETAL_LUNG_LYMPHATIC_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LUNG_LYMPHATIC_ENDOTHELIAL_CELLS	STAB2	RELN	PTX3	CCL21	NTS	PARD6G	FLT4	PRR5L	LINC01748	NRP2	LOX	KLHL4	TSPEAR	PPFIBP1	KCNIP1	GPR1	CTHRC1	LINC02147	LINC01197	RAB11FIP5	GJC2	GALNT15	PLIN5	GNG12-AS1	HOXD3	LRRN4CL	SLC27A3	GGT5	HAPLN3	C6orf141	NFIA-AS2	ABCA4	P4HA3	ADD3-AS1	HOXD9	ZP2	UNC5A	C5orf64	LINC00636	ADAMTS4	FZD10	LINC02653	GPR182	HOXD-AS2	MSMP	LINC01116	LINC01182	FOXC2	D21S2088E	KRT222	DAND5	GJD3	LINC02840	SLC5A1	PHF24	HOXD10	LRRC15	LINC02058	CASP12	CYP2AC1P	LRCOL1	CH25H	LRRC70	NETO1	POU4F1	ACSM2B	SLC30A3	HOXD4	GLRA4	LINC02701	LINC02668
DESCARTES_FETAL_LUNG_BRONCHIOLAR_AND_ALVEOLAR_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LUNG_BRONCHIOLAR_AND_ALVEOLAR_EPITHELIAL_CELLS	PKHD1	ROS1	SFTPC	C10orf90	PIK3C2G	AC044810.2	SLC22A3	CLDN18	KCNJ15	CLDN6	AGER	LINC01331	LAMP3	ATP11A	CRLF1	FGFR2	SFTA3	RNF220	CPM	SLC34A2	ETV5	SFTPB	ACOXL	HAS3	TPD52L1	UGT2B7	MAP3K21	ADCY8	DACT2	CLDN2	EDN3	AC005165.1	ITGB6	FAM41C	CCDC198	SUSD2	SLC19A3	IL12A-AS1	PPP1R3A	FREM3	CDH16	KIF12	PTCSC3	LINC02307	LMO7DN	KCNJ5	FGF20	IRX6	PALM3	DMBT1	LHFPL3-AS2	SP5	TEPP	SLC10A2	PGC	ODAM	SMIM43	RBBP8NL	LINC01335	LMO7DN-IT1	LINC01332	AC116407.1	RPS29P11	LHFPL3-AS1	LINC01426	H1-9P	GGT2	GPX6	PLCZ1	SLC34A3
DESCARTES_FETAL_LUNG_VASCULAR_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LUNG_VASCULAR_ENDOTHELIAL_CELLS	NOTCH4	EDN1	APLNR	RXFP1	CLEC1A	KIT	ACE	LHX6	IL33	TCIM	ANO2	CD93	SOX7	NEURL1B	PLK2	RGCC	VWF	JAM2	NOSTRIN	PRND	CLEC3B	SLC22A10	NPR3	MMRN2	BTNL9	FCN3	MADCAM1	SHROOM1	TMEM100	PRX	APLN	BBOX1-AS1	DPEP1	MYOC	TCF15	ULBP1	ESM1	AC007743.1	COLEC10	ADORA2A	FOXS1	SLC22A25	ULBP2	RN7SL69P	SELE	LINC02751	CD300LG	RN7SL517P	RNGTTP1	MUC19	RNU6-570P	S100A3
DESCARTES_FETAL_LUNG_STROMAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LUNG_STROMAL_CELLS	TARID	BMP5	PDGFRA	GABRG3	ASPA	LAMA2	ITGA8	HPSE2	OCA2	PRR16	SLIT2	ZNF385D	LUM	TMEM132C	RSPO2	CACNA1D	FREM1	ABCA6	FGF10-AS1	ROR1-AS1	COL13A1	MYOCD	FAP	S1PR3	PTH1R	C2CD6	PHEX	FGFR4	AGMO	VEGFD	CACNA1G	CYP27C1	LINC02367	FGF7	TRHDE	TEX15	PGR	TDO2	LURAP1L-AS1	SLIT2-IT1	KIF25	XPNPEP2	MUSK	CACNA1C-IT3	HSD11B1	TM6SF2	TULP1	ZNF385D-AS2	MIR1245A	AC114296.1	RGS13	LINC02497	MIR218-1	LSAMP-AS1	MMP23B
DESCARTES_FETAL_LUNG_VISCERAL_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_LUNG_VISCERAL_NEURONS	DLGAP1	MAP1B	RBFOX1	EPHA3	FGF13	SLC44A5	STMN2	UNC5D	CNTN5	LRRC7	DAB1	CTNNA2	EML5	PPP2R2B	SYN2	MYT1L	PRPH	DSCAM	ARPP21	SATB2	SOX2-OT	ELAVL3	CUX2	TUBB2B	EPHA5	LINC01122	KCNQ3	MDGA2	NKAIN3	DCX	CSMD1	CADM4	GAP43	PPFIA2	ASTN2	PHACTR3	MIR137HG	L1CAM	TUBB2A	LINC00461	HS6ST3	PTPRO	SNAP91	ALK	CHL1	CHRNA3	PHOX2B	MAPT	GPM6B	SNTG1	DPYSL5	AL589740.1	OLFM1	FUT9	CDH6	SHISA9	ASTN1	GRIA3	ATCAY	TMOD1	EEF1A2	CELF5	ATP1A3	DLX6-AS1	ADD2	HS3ST5	PANTR1	HECW1	KIF5A	SLC7A14	VIP	NWD2	NEUROD2	CALN1	TUBB3	CSMD2	FRRS1L	RNF182	NXPH1	FAM163A	STMN4	TUBB4A	CNR1	DGCR5	NSG2	DRAXIN	NKAIN1	CACNA1E	CHRM2	APC2	PTPRR	LINC01965	NOS1	FRMPD4	PLD5	CDK5R1	ENHO	ST8SIA2	KIAA1549L	TRIM9	MLLT11	KCNB1	NGFR	SLC18A3	GRM5	KLHL1	LINC01551	TMEM132B	JAKMIP1	VAT1L	NCAN	JPH4	HAND2-AS1	CLVS2	GRM3	CRABP1	PSD2	ACHE	CACNG7	RORB	LINC01102	SYT3	LINC00609	NEUROD6	MGAT5B	ATP2B2	LHX2	PHOX2A	CNTNAP5	AMER2	SCUBE1	SLC5A7	GLRA2	GABBR2	GAL	TRIM67	PHOX2B-AS1	B3GAT1	SULT4A1	TTC9B	POU3F2	TTYH1	POU3F3	PIRT	MEGF10	SYNGR3	NELL1	RAB15	FAIM2	PDZD4	FOXG1	ADCYAP1R1	B3GALT1-AS1	GDAP1L1	BCAN	ST8SIA5	LINC01322	GPR85	TLCD3B	ACAT2	KCNH1	RIMS3	LINC01776	SEPTIN3	PCDH19	SEZ6	MIR9-3HG	ZNF382	FST	GABRA3	GPRIN1	FGF1	CEND1	ACTL6B	NEUROG2-AS1	ELOVL2	SLC6A15	SATB2-AS1	ZBED8	KRTAP5-AS1	TMEM130	CHST8	MLIP	CNTN2	FAM131B	CACNG2	HECW1-IT1	PCOTH	B4GALNT1	KCNF1	NEFM	BHLHE22	DLX1	KBTBD11-OT1	SCRG1	RIMS4	SCRT2	AC099791.2	DPF1	ADRA1A	CNGB1	GPC6-AS1	MAPT-AS1	CNTNAP4	PCDHB15	PAX6	KCNK9	PRIMA1	MIR124-1HG	KLHDC8A	PCDHGB2	AC011474.1
DESCARTES_FETAL_MUSCLE_MEGAKARYOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_MUSCLE_MEGAKARYOCYTES	PF4	ITGB3	THBS1	SLC24A3	COL24A1	LTBP1	SLC2A3	VCL	PMAIP1	MED12L	DNM3	CLU	GNAQ	FXYD5	TUBA4A	DENND2C	CPXM1	ZNF48	TMEM40	CMTM6	DEPP1	PSAT1	F11R	PLEK	HBEGF	SOCS3	PRKAR2B	RAP1B	TLN1	WDR1	KIF2A	MOSPD1	KLHL6	SORT1	MEIS1	APMAP	SPX	DGKG	ARMCX3	LYL1	MCM6	ECHDC1	STK24	P2RY1	BIN2	SELP	E2F1	CD84	PTGIR	SLC9A1	LRRC8B	XRCC2	SLC37A1	P2RX1	TUBB1	ABI3	ITGA2B	ZNF367	ATP2B2	KIFC3	MAPKAPK3	FAM234A	IGBP1	GNAZ	PRKCQ-AS1	SH3BGRL2	SLC30A5	FABP5	CTSA	AP002495.1	DSCAML1	SERPINE1	YWHAH	NDUFB3	GTF3C6	ZYX	DR1	ANKRD37	PTPRT	CD226	ATP2C1	CCPG1	SLC39A8	HTATSF1	PIF1	TMED8	SYTL4	LOXL3	CDIPT	F2RL3	CAVIN2-AS1	CAMK1	SV2A	CHCHD1	NFKBIA	RUFY1	NARS1	CHST2	TMEM256	CTTN	ANKRD9	IRS2	TMCO1	PATL2	SOD1	DENND6B	OARD1	POC5	ZNF431	PSME2	RAP2B	THCAT158	NRGN	MKRN1	GMEB1	TMEM91	SOCS2-AS1	RGS18	NMT1	SERPINI1	UBE2J1	TPTEP1	UHRF1BP1	CASTOR3	MADD	SIVA1	UNC45A	RAB32	ARHGAP45	PTGS1	NIP7	MRPL43	DAPP1	PPP1R15A	PLCXD1	ARID3B	CNST	NOP16	GLMN	REEP4	MDM1	MFAP3L	APOBEC3F	ANKMY1	H2AC6	SIX2	WDR11-AS1	SLFN13	MID1IP1	RAB27B	STX11	AC105285.1	TTC9C	BYSL	ILK	ZNF487	LRR1	GAS2L1	FCGR2A	HNRNPLL	TOLLIP	MST1R	TMEM140	CSNK1D	C12orf43	PGAM1P8	GTF3C2	ASNSD1	ENDOG	SDC4	DCUN1D1	UNC13D	SAMD14	ASL	PROSER2	N6AMT1	PSMB10	USP21	SPINT2	GTF2F1	TMEM62	COPRS	LINC01003	ATE1-AS1	MGAT4B	LINC00461	RCHY1	ELOVL7	USB1	PANK2	MRPL27	EFHC2	TDP2	HERC2P9	CDC16	SLC50A1	CXXC4-AS1	GP6	LIPH	LINC01473	TALDO1	TIPIN	TSFM	BICRA	UMPS	MAX	AKR7A2	CLDN15	LINC02018	LINC01762	RIT1	EHD3	ENOPH1	DCTN5	ALOX12	LZIC	DCLRE1A	C7orf61	APBB1	CHERP	XPNPEP1	PPIF	RILP	SIAE	RAB38	APEX2	CENPBD1P1	MTMR9	EWSAT1	SLC66A1L	CA2	MTCP1	SNHG30	MAFG	C4orf33	HTR2A	TP53RK	COQ10B
DESCARTES_FETAL_MUSCLE_SCHWANN_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_MUSCLE_SCHWANN_CELLS	MPZ	PLP1	XKR4	TENM3	LRRTM4	ADGRB3	DST	PPP2R2B	ALCAM	S100B	CADM1	SORCS1	CDH19	GRID2	NKAIN3	SOX10	PTPRZ1	PMP22	GRIK2	LINC01505	FOXD3	GFRA3	KIAA1755	MDGA2	KCNC2	FSTL5	L1CAM	HSPA12A	POU3F1	CNP	MEGF9	ITGB8	FLRT3	CHL1	CADM4	FRMD5	RDH10	METRN	KIRREL3	LRP1B	ADAM23	EPHA5	TTYH1	MAL	INSC	TMEM132B	TMEM178B	PLEKHA4	TAFA5	PRIMA1	MOXD1	COL20A1	TENM3-AS1	GINS3	FAM78B	PMP2	GRIK3	UGT8	SEMA3B	C10orf90	ANO4	OPCML	ASPA	BCAN	PCSK2	FLRT1	ATP10B	BMP8B	PRX	CDH2	ANO3	GLDN	KCTD8	DHH	CTXND1	ZNF804B	CDH1	PPP1R1C	IGSF9B	SFRP5	GABRA2	DPP10	CSMD3	KCNH8	PLLP	LINC01608	FMN2	STK32A	HMGA2-AS1	TFAP2A	MAG	SLITRK2	TSBP1	C2orf72	CHST9	LRRTM1	CPXM2	TMEM92	TMPRSS5	TRPV3	PLEKHB1	RAB36	KCNH5	MIR3659HG	MMD2	PP7080	BEND6	B3GAT1	C10orf82	MAP3K4-AS1	GRB14	PARD6B	BRSK2	SMN2	AC119868.1	SOX2	PRSS27
DESCARTES_FETAL_MUSCLE_LYMPHATIC_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_MUSCLE_LYMPHATIC_ENDOTHELIAL_CELLS	CCL21	PROX1	GJA1	NRP2	EFNA5	FLT4	KLHL4	STAB2	PPFIBP1	SHC1	TFF3	NRG3	PCLO	NTS	TBX1	PTX3	KLHL3	SNTG2	ARL4A	GPR1	SCAMP5	MYZAP	IL7	GPM6A	CYTL1	RASSF9	NALCN	GJC2	PARD6G	KBTBD11	EFCC1	RAPGEF4	TSPEAR	STAP2	P4HA3	SLC39A14	PLIN5	CXADR	UNC5A	AP005329.1	TPMT	LINC02147	C6orf141	KLKB1	SLC35E4	DLK2	NFIA-AS2	CELSR1	ANKRD36BP2	TMEM217	TMEM63C	ASGR2	KLHL14	GCOM1	ABCA4	C9orf129	PEX16	AC008429.1	HAND2	CEP19	SFTA1P	LINC00920	KCTD17	GPRIN1	PIK3C2G	LINC02133	SEC14L2	MFSD4A	CCDC39	NHLRC1	ZNF436-AS1	LINC01948	CALHM6	AC079089.1
DESCARTES_FETAL_MUSCLE_ERYTHROBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_MUSCLE_ERYTHROBLASTS	HBA1	HBG2	HBG1	HBA2	ANK1	HBB	RBM38	TLCD4	SLC25A37	FAM117A	RIPOR3	HBZ	HBM	GYPA	TFRC	PRDX2	MYBL2	DMTN	SLC2A1	CDCA8	AHSP	ALAS2	TRAK2	WDR76	HMMR	SPTA1	BLVRB	HEMGN	XPO7	XK	TMCC2	TROAP	SLC7A5	DPF3	RNF26	SLC4A1	RHAG	ZMAT2	CAT	SLC25A21	SLC6A8	CENPQ	GLRX5	POMGNT2	ABCB10	GYPB	GUCD1	C17orf99	SELENBP1	FECH	EPB42	NCEH1	FAM210B	FMC1	LIPG	UBE2Q2P1	ERMAP	BST1	ZKSCAN8	DCP1B	PIGQ	PPME1	RHD	XG	GYPE	GCLM	DPM2	E2F4	HMBS	SLC12A4	EXOSC5	TARS2	VWCE	H2AC20	C1orf35	HAGH	ZNF101	ATG14	SLC14A1	EIF5AP2	EIF2AK1	UROS	CDKN3	FLACC1	HASPIN	IFI27L1	ERI2	CDH10	SLC43A1	KEL	CDK2	ACSL6	GALNT6	ABCC13	MIMT1	ATG4D	INTS13	BNIP3	CROCCP2	DHRS13	PNMT	LONRF3	ALAD	HMGB1P3	AMIGO2	GUSBP5	SLC30A10	HTRA2	TOMM5	C6orf226	TMEM30A-DT	DCTN3	MTRNR2L12	LINC00907	GEMIN2	NOP53-AS1	RPL37P2	ST6GALNAC4	NUDT12	ZNF665	ADD2	SLC38A5	RIBC2	CISD2	C16orf95	MT1G	RPS20P14	ICAM4	ZNF446	TMEM143	TMEM14C
DESCARTES_FETAL_MUSCLE_SKELETAL_MUSCLE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_MUSCLE_SKELETAL_MUSCLE_CELLS	MIR133A1HG	MYH3	TTN	CASQ1	SYNPO2L	MYBPC1	ARHGAP36	LDB3	MYH8	CACNG1	MYLPF	ACTA1	ATP2A1	MYOZ2	ATP1B4	HJV	SLN	EEF1A2	TNNC2	MYBPH	TNNI1	CKM	IL17B	CAVIN4	FGFRL1	TNNI2	SMYD1	TTN-AS1	DES	KLHL41	CA3	MYL1	ENO3	TPM2	XIRP1	TMEM182	LMOD3	ACTN2	HSPB6	CMYA5	SYPL2	MYPN	NEB	MYOM3	CAV3	TXLNB	SRL	UNC45B	ACTC1	PTGFR	PRKAA2	TNNT3	AK1	FHL1	NNAT	BIN1	AGL	CFL2	TNNT2	MYOZ1	OBSCN	TPM1	SMPX	JPH1	MYL4	ASB5	MYL5	HSPB8	TMEM38A	HSPB2	TRIM55	SRPK3	MGC27382	CAMK2A	SGCG	KLHL31	KLHL40	PRR16	MRLN	TCEAL7	NMRK2	ADCY2	SPHKAP	ADPRHL1	CACNA1S	CACNB1	COL22A1	FAM47E-STBD1	SMTNL2	PFKM	LRTM1	TRIM54	PPP1R3C	TECRL	MB	PGAM2	LANCL1-AS1	MYH2	ITGB1BP2	PRR32	CXCL13	RRAGD	SHISA2	ACTN3	CYP2J2	ANKRD1	PACSIN3	MYBPC2	CARNS1	LRRC38	DPYSL5	TMEM52	SMTNL1	GADL1	KLF5	VWA5A	C1orf105	HSPB3	TRIM63	FBP2	FGF6	CKMT2	UFL1-AS1	UGT3A1	HCN1	MEG9	LINC01497	DHRS7C	RPL3L	CA3-AS1	GPD1	AC099520.1	PPP1R27	IL20RA	NRAP	GPR37	C10orf71	LINC00595	ASB18	SLC8A3	LINC00578	KCNQ4	DDN	LTK	ASB4	CACNG6	SLC24A2	ASB12	LINC01854	KLHL30	LINC01201	LINC01885	MAPK4	HRAT17	MYADML2	MAFA	PRKAG3	ARX	ABRA	PLAAT1	SPAG6	IGFL4	LINC00499	KCNJ6	METTL21C	LINC01208	ASB15-AS1	TRIM7	LINC00457	PDE4DIPP1	STPG2-AS1	KCNA7	ASB15	TRDN-AS1	WNT4	HOPX	AC008649.1	CAPN3	RPL7P3	LRRC46	PVALB	GJD4	PHKG1	LINP1	LINC01982	CLDN10	GSG1	C14orf180	RPRM	SP5	AP003068.2	SLC5A1	C21orf62	PIEZO1P2	LGALS17A	FER1L5	LINC01996	PPDPFL	C3orf52	LRRC56	PHOSPHO1	NEFM	MYOM3-AS1	RPL32P13	AC009264.1	VAX2	PGPEP1L	AC022784.1	ASB10	C7orf33	ONECUT2	ASIC4-AS1	CLDN9	LINC01209	FBXO40	KRT80	NT5ELP	VMO1	PLEKHG7	WFDC21P	SNAI3	MLIP-AS1	HOMER3-AS1	DNAJC5B	LCN8	KBTBD13	CA14	LINC00382	RBM38-AS1	FOLR1	GJD2	FAM230G	FAM81B	AC005759.1	LDHD	CASC18	KCNK17	TTC39A	SLC9A2	RPS7P8	CDHR5	LINC00570	PRSS56	LINC01124	LINC02254	LINC02523	C11orf45	CCNB3	C19orf81	LINC02421
DESCARTES_FETAL_MUSCLE_STROMAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_MUSCLE_STROMAL_CELLS	FNDC1	IGFBP6	SCARA5	DPT	ISLR	LUM	ASPN	MFAP5	POSTN	COL6A6	DCN	SMOC2	CDH18	ANGPTL1	COL1A1	PDGFRA	EGFL6	PI16	OGN	COL3A1	MRC2	CNTNAP4	ANOS1	SHISA6	COL12A1	COL1A2	FBLN1	ITM2A	PCOLCE	C1R	MGP	DKK2	FGF18	C1S	PDGFRL	CNTFR	CXCL14	CTSK	SPON2	TMEM119	CCBE1	CILP	TMEM26	TNXB	RSPO3	PI15	COLGALT2	ARSJ	OSR1	KDELR3	PHEX	COL8A2	SHOX2	CACNA1G	LMX1A	LINC01133	CCK	LVRN	PLPPR5	MIR1245A	SHISA3	ITPRID1	CERS3-AS1	FAIM2	PTCHD1	XPNPEP2	LMO7DN	AC010931.1	WSCD2	C1QTNF12	FNDC1-IT1	LINC02234	SLC28A1	DCAF12L1	DIO3	MAL2-AS1	KCNA1	LINC01139	LINC01684	LINC00645	CLCA4-AS1	LINC02323	RTL3	WNT10B	LMO7DN-IT1	ACKR4	GREM1	LRRK2-DT	B3GALT1-AS1	LINC02364	DIRC1	KCNIP1-OT1	CBLN3	AL513318.1	GDF6	ABCC6P1	FGF19	DNASE1L2
DESCARTES_FETAL_MUSCLE_SATELLITE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_MUSCLE_SATELLITE_CELLS	TACR3	PAX7	FGFR4	CADM2	GRIA4	MEGF10	SPATS2L	CLCN5	NTN4	TSPAN12	C1QTNF3	EDN3	NXPH2	MYF5	PITX3	CALN1	LRRTM3	POU4F1	SOX9	ERFE	NPY	OTOF	RGR	GSG1L	LMF1-AS1	KRT40	ADGRA1	LINC02821	GALNT14	LINC01111	NEU4	USP44	CCER2	GCK	RNY4P34	LINC01121	RPS3AP25	MAGEC3	CELA2B	CHRDL2	AMH	CCDC162P	MAPK15	ANKRD18B	LINC02367	BNC1	SPATA13	MYEOV	LINC01994	GDPD4	LINC01224	CTD-2297D10.2	RNU6-1327P	CNGA3	OPRD1	ENPP7P10	MT1M	RN7SL37P
DESCARTES_FETAL_MUSCLE_VASCULAR_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_MUSCLE_VASCULAR_ENDOTHELIAL_CELLS	FLT1	PRND	PLVAP	PRCP	CD93	ADGRL4	PTPRM	RAPGEF5	SOX7	CYYR1	ANO2	TM4SF1	KITLG	EGLN1	NOTCH4	IL33	EFCAB14	SLC9C1	MMRN2	EYS	BTNL9	CLIC5	LINC01695	NOX4	DLL4	APLN	MADCAM1	CCM2L	VEGFC	TMEM88	GRIA2	ADAMTS18	C2CD4B	TAFA2	NOSTRIN	C1QTNF9	NRN1	C1orf115	FAM124B	TMC1	SOX17	NOS3	CA4	SPNS2	FAM167B	PRSS51	MAPK11	GRIN2A	TMEM150C	INMT	SLC5A4	PTPRR	CYYR1-AS1	RAMP3	TMEM255B	AC007743.1	RAB3C	ACKR1	CD300LG	SELE	AVPR2	ESM1	LINC01697	PRR29	LIPE	GFRAL	GRASLND	NOS2	LY86-AS1	RBP7	TPO	F2RL2	LINC01362
DESCARTES_FETAL_MUSCLE_SMOOTH_MUSCLE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_MUSCLE_SMOOTH_MUSCLE_CELLS	ACTA2	GUCY1A2	PLCL1	BMP5	GPC6	PDGFRB	ABCC9	CACNA1C	KCNAB1	MYH11	SLIT3	EDNRA	RGS5	SEMA5B	SULT1E1	TAGLN	ENPEP	AOC3	CCDC3	RERG	CARMN	ANGPT2	NDUFA4L2	PAWR	RCAN2	DAAM2	LINGO1	GPR176	C1QTNF7-AS1	ANO1	TEX41	EEF1DP3	RASL12	STEAP4	OR51E1	SLC38A11	FAM162B	PLN	MAPT	RRAD	ACTG2	FRK	OR51E2	ADCY5	FHL5	COX4I2	LINC00702	FOXS1	ITGA11	CORIN	ADRA1D	KIAA1549L	LINC02237	NRIP2	SLC6A1	CABP1	TMC4	TMEM74B	ADORA2B	RAB3B	LAMC3	SEPTIN4-AS1	KCNA5	CCN4	CACNA1C-IT3	NKD2	TRPC4	ACTA2-AS1	SLC7A11	P2RX3	B4GALNT1	ENTPD3	PDE1B	WDR72	RBPMS2	LEFTY2	NMUR2	ANKRD20A11P
DESCARTES_FETAL_MUSCLE_MYELOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_MUSCLE_MYELOID_CELLS	CD74	CST3	RGL1	SPP1	RBPJ	HLA-DRA	HLA-DRB1	CSF1R	RBM47	CYBB	HRH1	CHN2	WWP1	ATP8B4	CD163L1	CD14	FAM20A	ADAP2	MS4A7	HLA-DPB1	LYZ	HLA-DPA1	FGD2	FMN1	CTSS	C1QC	RTN1	FOLR2	HCK	HPGDS	C1QA	CD86	ZNF710	BLNK	MKNK1	LINC00278	SMIM35	SPI1	CD163	MERTK	VSIG4	CYTH4	ITGAM	CR1	IL10RA	SIGLEC1	HLA-DMA	PLD4	KYNU	CSF2RA	MS4A6A	CABLES1	LY86	CD200R1	LILRB5	GLIPR1	MS4A4E	IRF8	TLR1	MS4A4A	HLA-DQA1	CD83	AIF1	CMKLR1	CLEC7A	C3AR1	TLR2	NCF2	FLT3	SLC7A8	FCN1	CIITA	JAML	MNDA	HLA-DQB1	ARHGAP22	HMOX1	CD1C	LY75	TRPM2	NCF4	SIRPB2	RASGRP4	AGR2	C9	CFP	S100A9	NAPSB	CCDC170	P2RY13	GNA15	HLA-DRB6	SIGLEC11	EAF2	CD209	TEC	RENBP	IGSF6	SEMA4A	IRF5	P2RY6	TLR6	MCOLN2	NOXA1	C2	CASP1	PLB1	NFAM1	DNASE1L3	PIPOX	CYTIP	LACC1	GPBAR1	ST18	ZEB2-AS1	PLA2G7	LINC02649	LINC01503	UNC93B1	LINC01725	MIR155HG	MFSD13A	FGL1	AC129507.1	LINC00671	AC106865.1	KCNE1	GLT1D1	DNAI3	LHCGR
DESCARTES_FETAL_MUSCLE_LYMPHOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_MUSCLE_LYMPHOID_CELLS	BCL11B	SKAP1	RIPOR2	KCNQ5	CD247	IKZF2	ARL4C	LEF1	SAMD3	NKG7	PLAC8	PTPRCAP	TC2N	IL7R	TNFRSF10A	SLFN12L	TCF7	IL27RA	IRF1-AS1	SORL1	CD96	PYHIN1	MCTP2	THEMIS	IL2RG	SIDT1	GALNT12	IL2RB	RORC	RUNX3	CD7	SH2D1A	PTPN22	ZBTB16	MYB	IFNG-AS1	CD8A	CARD11	SFI1	TTC9	PARP15	FGR	CD3E	KLRB1	HSH2D	IL18R1	ICAM3	RHOH	GZMA	GNLY	KIF27	TSPOAP1	CD2	LTB	NCR1	ABCB1	TESPA1	RASGRP1	BICDL1	GRIK4	TXLNGY	SNX20	TM7SF2	USF1	ADGRG5	KIF21B	IKZF3	ACAP1	CD69	RDH14	ITK	SLC25A20	KLRG1	ZFAND4	LINC01013	HS3ST3B1	LLGL2	SYTL1	CRTAM	TBC1D10C	NANP	SEPTIN1	ZNF600	MATK	YES1P1	ZNF641	C12orf75	MAPK13	SCML4	ERMP1	CDHR1	SLA2	CD6	A2MP1	INTS5	WDCP	LINC01592	ABCA12	TMIGD2	HDHD3	ENPP7P6	SEPSECS	LRRC57	SYS1-DBNDD2	PCED1B-AS1	PROCA1	TRIM14	NPM3	BIVM-ERCC5	LINC02361	GATA3	RMI2	ANKRD53	ABCD2	VAMP1	CFAP53	RPL30P4	TOGARAM2	CHMP4A	RN7SL118P
DESCARTES_FETAL_PANCREAS_ERYTHROBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PANCREAS_ERYTHROBLASTS	HBM	HBZ	SLC4A1	HBG1	TRIM10	HBA1	HBG2	RHAG	HBA2	AHSP	HBB	GYPB	GYPA	SPTA1	HEMGN	ALAS2	ANK1	KLF1	C17orf99	MYL4	EPB42	FECH	RHCE	SLC25A37	HMBS	SLC25A21	CPOX	ABCB10	UROD	SPTB	TLCD4	XPO7	RGS6	BLVRB	RIPOR3	GCLC	SLC2A1	TRAK2	PRDX2	SLC25A39	CAT	OSBP2	TFRC	CDC27	TFR2	SNCA	NFE2	TRIM58	TMCC2	TAL1	RHD	KEL	TSPAN32	E2F2	EIF2AK1	GATA1	PIP5K1B	ERMAP	MAP2K3	RNF224	SLC38A5	ALAD	RRM2	UBAC1	FAM117A	GYPE	TANGO2	SLC14A1	ART4	PHOSPHO1	UBE2O	UROS	GMPR	ACSL6	TFDP1	GLRX5	EPOR	BPGM	SEC14L4	DCAF12	ESPN	RFESD	GFI1B	HMMR	SNX22	OR2W3	XK	ANKLE1	ANKRD9	ABCC13	SLC22A4	HBQ1	MFSD2B	STAM	SMIM1	HBE1	ICAM4	STEAP3	TSPO2	EIF5AP2	FAM104A	CTSE	LINC02506	SLC22A16	YPEL4	YOD1	KRT1	PLEK2	MYO18B	TF	C9orf40	GALNT5	FLACC1	AC127526.2	PAQR9	CDC25A	SLFN14	AC073349.1	TDH	STYK1	IFIT1B	CCNE1	ABCB6	BTNL10	PKLR	SCARNA22	SNORD3A	CYP4A22-AS1	TLCD4-RWDD3	NRIR	HBZP1	LINC01399	HMGN1P8	HBBP1	GKN2
DESCARTES_FETAL_PANCREAS_CCL19_CCL21_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PANCREAS_CCL19_CCL21_POSITIVE_CELLS	CCL19	CCL21	APOE	CXCL12	C1S	PTGDS	VCAM1	CSF1	FDCSP	PI15	CXCL14	SLC22A3	TNC	PGF	CXCL13	MSC	ADM2	SHISA3	LGI2	TNFSF11	SLC26A7	UBD	ADAMDEC1	FGF11	PRPS2	GRIN2B	PCDH11X	ALPK2	AARD	PJVK	COL6A5	OCA2	COL7A1	MYBPC2	NPFFR1	LINC01686	MINCR	TPBGL	LPAL2	CDX1	HOXC9	ADGRF1	PTGER1	DAZL	PCDH11Y	HS3ST6	RPL27P6	FMO6P	SPIC	LRRC37A17P	CILP2	TNFRSF11B	C1GALT1C1L	KPNA2P2	AC009065.4	LINC02196	IGFN1	GAL3ST3	WDR97	AL161452.1	OLA1P1	AC007368.1	SNORD116-30	HTD2	CYP51A1P2
DESCARTES_FETAL_PANCREAS_ISLET_ENDOCRINE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PANCREAS_ISLET_ENDOCRINE_CELLS	PAX6	GCG	NEUROD1	PCSK1	ACVR1C	INS	RFX6	ARX	TTR	RBP4	CRYBA2	BTBD17	NKX2-2	SLC30A8	GHRL	GAD2	SST	VWA5B2	KCNK16	GIPR	PLCXD3	KCNJ6	LINC00907	MIR7-3HG	BAIAP3	ST18	ISL1	HEPACAM2	GCK	ERO1B	IRX2	CACNA1A	ASIC2	RGS7	MLXIPL	ST6GALNAC5	ABCC8	FAM135B	DCDC1	CHGA	KCNMB2	ELAPOR1	NOL4	PTPRN	HADH	PTPRN2	TPD52	ECEL1	CEP126	PCSK2	KCNMA1	STXBP5L	PPY	MAFA	RAB26	KCNJ3	FEV	TMPRSS6	EDN3	KCNH6	LINC01014	LINC02197	AMN	CERKL	IAPP	ASB9	EYA2	RGS4	FFAR4	MAB21L4	GRIA3	PPP1R1A	C5orf38	QPCT	CRH	ELFN2	MS4A8	GRM4	DDC	PLPPR1	LINC01146	NECAB2	KLHL32	PYY	PPP1R14C	GPD1	SLC35F4	TMEM61	DEUP1	TUNAR	SSTR5-AS1	CIBAR2	PAX4	LINC01484	TSPAN1	TRPM5	CALCR	GPR158	NEUROG3	DNAH5	RIPPLY3	ADGRA1	LINC00616	AC013562.1	AL589740.1	SLC6A4	GJD2	NKX6-3	FTCD	LINC01885	SCGB2A1	C1orf127	SMIM32	TTC39A-AS1	EPHA8	DUSP9	HTR1F	SLC17A6	SYNDIG1L	PHGR1	CNGA3	SLC45A2	GLRA3	TMEM190	IGFBPL1	ISX	LINC00643	GRHL3	INS-IGF2	G6PC2	CLDN18	TRPC7-AS1	NEUROD2	LINC01574	LINC02131	CLTRN	SYNGR4	GPC5-AS1	LHX4	C22orf42	MAN1A2P1	NR0B1	SLC26A4-AS1	LINC01586	SHISAL2B	RN7SL164P	EGR4	KLK12	KHDRBS2-OT1	PROC	NOL4L-DT	NKX2-2-AS1	LINC01195	ENO1P1	LINC01886	AC092384.2	MUC5B	CHRND	DIRC3-AS1	LINC01548	HHATL	LINC01976	UCN3	CROCC2	NAMA	SERPINA10	SLC22A14	AC090515.2
DESCARTES_FETAL_PANCREAS_MYELOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PANCREAS_MYELOID_CELLS	C1QA	C1QC	LYZ	S100A9	CSF2RA	CSF1R	MPEG1	TYROBP	CYBB	LGMN	SPI1	PLEK	HLA-DPA1	FGL2	HLA-DRB1	PLD4	HLA-DQA1	JAML	SRGN	CD14	MYO1F	LST1	MS4A7	JCHAIN	FCER1G	HLA-DRB6	C1QB	CD83	HCK	S100A8	CPVL	F13A1	CD86	HLA-DQB1	FGD2	MS4A6A	PRAM1	ATP8B4	MSR1	MNDA	PTAFR	HRH1	OGFRL1	CLEC10A	FOLR2	RNASE6	TBXAS1	CSF3R	GNA15	CLEC7A	NCF2	LRRC25	ZNF385A	IL1B	FGR	CXCL8	LINC00299	FMN1	HMOX1	CD68	NAPSB	FCN1	CFP	CD163	C1orf162	C5AR1	ITGAM	GPR141	ITGAX	IGSF6	HLA-DRB5	FCAR	NLRP3	TASL	KYNU	P2RY13	PADI4	CD163L1	TRPM2	ADGRE2	CTSZ	CD209	AGR2	MS4A4A	CCR1	CX3CR1	LINC01478	LILRB2	MS4A4E	TFEC	SIGLEC9	SIGLEC10	SLAMF7	RETN	GZMB	FPR1	IL1RN	LINC00996	LILRB1	C3AR1	MPO	CLEC12A	ADAM28	VSIG4	IRF5	SCN1B	SCIMP	FCGR2A	CLNK	CD33	CCDC170	C19orf38	PILRA	TIMD4	HPGDS	CCDC26	GPR34	PTCRA	CCR2	SIGLEC1	FLT3	BATF3	NFAM1	RENBP	LILRA5	LILRB3	SIRPB2	MCOLN2	S100Z	LILRB5	SPNS3	RGS18	LILRB4	P2RY6	RASGRP4	SIGLEC14	LILRA4	IL10	OSCAR	CSTA	BCL2A1	SIRPB1	CARD9	IDO1	TREM1	KCNK13	TLDC2	OSM	PRTN3	SIGLEC11	ENAM	SLC24A4	SMIM35	MILR1	CD1D	IFI30	CXCR2P1	S100A12	LILRA6	CLEC4A	ABCA13	SLAMF8	HK3	XCR1	NLRC4	PADI2	SLC31A2	NLRP12	TNNI2	AQP9	CD300LB	NME8	GPR35	SLC37A2	CD300LF	ASGR2	CD300C	KCNE1	TIFAB	FPR3	DEFA3	LINGO4	CD300E	CLEC4C	PACSIN1	GPR82	FCGR1A	RN7SL138P	HLA-DRB9	SCT	MEFV	SIGLEC5	NCF1	LUCAT1	CLEC5A	VENTX	HLA-DQB2	UPK3A	CLEC9A	CCR5	HCAR3	LILRA1	TLR8	SIGLEC7	LINC00892	LINC02132	UTF1	RPL32P1	CAMP	MS4A14	AC104024.1	MIR3945HG	STYXL2	CEACAM4	AL031727.2	IL1R2	RN7SL368P	ARL5C	COL4A3	SOWAHD	LGALS12	VNN3	WFDC21P	RNU4-38P	PROK2	FAM221B	SLC22A20P	RN7SL288P	AC007448.4	WNT10B	HMGN1P15	LIPN	C9orf139
DESCARTES_FETAL_PANCREAS_LYMPHOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PANCREAS_LYMPHOID_CELLS	SH2D1A	CD3D	CD27	CD5	CD79A	TRBC2	IGHD	PAX5	MS4A1	CD3G	IGLL1	CCR7	CD6	VPREB3	SIRPG	CD8A	IGHM	CD79B	LCK	FCMR	BCL11B	ZAP70	NKG7	SKAP1	THEMIS	TCL1A	CD3E	DENND2D	RHOH	TCF7	ITK	SEPTIN1	CD2	KLRB1	CD96	TBC1D10C	SIT1	CD69	LEF1	PTPRCAP	CD247	BACH2	DGKA	SCML4	ICOS	TESPA1	LAT	GATA3	MATK	CHI3L2	GZMM	GZMA	IL2RB	CTSW	OXNAD1	LINC01934	IKZF3	CD22	TRAT1	POU2AF1	GPR171	PYHIN1	CRTAM	VPREB1	CD8B	FCRL1	EPHA1-AS1	GPR18	LINC00861	PRF1	CD40LG	P2RX5	LEF1-AS1	FCRLA	BLK	EOMES	CD19	CD72	BTLA	SH2D2A	SHISAL2A	P2RY10	IL2RA	LAX1	LINC01891	CST7	CHRM3-AS2	GZMK	LINC02273	FOXP3	KLRC4-KLRK1	NCR3	PASK	RAG1	XCL1	GNLY	LINC00426	RAG2	PARP11-AS1	TRGC1	GPA33	TIGIT	AC016168.2	TCL6	ZNF215	CD160	FCRL3	FCRL2	PDCD1	VSIG1	AOX2P	CLECL1	DNTT	ERVH48-1	KLRC3	TNFRSF13B	NPM1P7	TTC24	UTS2	TTC16	XCL2	CPA5	NT5C3AP2	LINC01871	CCL22	IGLC3	ANKRD44-AS1	AOX3P	TBX21	CCR4	TRAV6	LAIR2	GZMH	CCR9	LINC02325	IGLC2	KLRK1	IL1RL1	KLRF1	KRT73-AS1	MIR3142HG	GPR174	IFNG	IGHV1OR15-1	PVRIG	TERT	LINC02422	CACNA1C-AS2	KLRC4	LINC01222	CXorf65	AL162457.1	HECW2-AS1	LCN6	TRAV4	KRT73	LINC02397	UMODL1	FASLG	LINC02520	RTP5	IL24	CYMP	KRT2
DESCARTES_FETAL_PANCREAS_VASCULAR_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PANCREAS_VASCULAR_ENDOTHELIAL_CELLS	PRND	FLT1	CLEC3B	NOSTRIN	ARHGEF15	NOTCH4	TM4SF18	PLVAP	CD34	SOX7	BTNL9	CLEC14A	MMRN2	PCDH12	CD93	JAM2	F2RL3	COL15A1	SEMA6B	CYYR1	CD109	JAG2	HSPG2	ESAM	TCIM	TMEM88	CD320	BCL6B	ALPL	IFI27	COL13A1	SOX17	LHX6	FAM167B	TCF15	BHLHE40-AS1	APLN	EXOC3L1	SSUH2	FAM124B	UPB1	SLC9C1	ESM1	OIT3	AVPR2	ADAD2	AC005775.1	AC007743.1	ODF3L2	SCN4A	VSIG2	FCN3	SPAAR	MIR126	AQP7	ADM5	C1QTNF9	RP1L1	HAPLN1	FOXI2	MALL	LINC01936	ACSM2B	CRYBB3
DESCARTES_FETAL_PANCREAS_ACINAR_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PANCREAS_ACINAR_CELLS	GP2	CELP	REG1A	CELA3A	CTRB1	AQP8	PRSS1	CPA2	CEL	CTRC	PNLIPRP1	CTRB2	SYCN	REG3G	CPA1	CLPS	PLA2G1B	RBPJL	MT1G	CELA3B	AKR7A3	AC009078.2	MT1H	SERPINI2	CPB1	ERP27	SPINK1	DPEP1	PTF1A	KLK1	SLC39A5	MT1X	MT1E	AMBP	MT2A	SEL1L	GATM	SLC16A12	ALB	FBXO2	IL22RA1	POMC	CUZD1	RNF186	CELA2A	CBS	REG4	KLB	SPX	PRR35	PRSS16	MIOS-DT	CCKAR	GSTA1	FREM2-AS1	KCNE5	CNPY1	CCKBR	HTR1E	TMED11P	NCCRP1	CLPSL1	MT1M	APOB	BCL2L15	AC024958.1	MEP1A	ABCC6P1	FABP1	FAM87A	MYMX	MT1HL1	AKR7L	LYPLAL1-AS1	LHB	STEAP1	AQP12A	PTCHD3	PNLIP	PRSS3P1	PRR15	RTL1	LINC02477	REG1B	IL17C	C12orf71	OPN4	LINC02472
DESCARTES_FETAL_PANCREAS_SMOOTH_MUSCLE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PANCREAS_SMOOTH_MUSCLE_CELLS	CBLN1	THBS4	RGS5	MYH11	GJC1	NDUFA4L2	CSPG4	ACTA2	AOC3	CCDC3	AVPR1A	SEPTIN4	HIGD1B	CARMN	FAM162B	ACTG2	NPTX1	BMP5	DCLK3	OR51E1	GPR20	FOXF2	SLC6A1	OR51E2	SGCA	PLN	CASQ2	TLX1	LINC02237	NTF3	LINC00989	LINC00702	MUSTN1	CIDEA	ACTG1P25	ANKRD20A11P	SFN	AOC4P
DESCARTES_FETAL_PANCREAS_ENS_GLIA	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PANCREAS_ENS_GLIA	CDH19	SOX10	NKAIN3	MPZ	COL20A1	PLP1	PTPRZ1	S100B	OLFML2A	MDGA2	SOX2-OT	GRIK3	ERBB3	GFRA1	COL25A1	NKAIN2	LGI4	PRIMA1	COL28A1	ADAM23	TSPAN11	ARHGEF26	PRNP	SDK2	SHC4	FOXD3	TFAP2A	CNP	ASPA	HS3ST4	MEGF10	RASGEF1C	SOX2	SYNPR	CMTM5	CRYM	INSC	MIA	FAM181B	ST3GAL6-AS1	BCAN	B3GALT2	LINC01505	GINS3	PAQR6	SLC16A4	ST8SIA5	NLGN3	TAC1	MMD2	PMP2	RBMS3-AS3	LINC02024	FOXD3-AS1	GPR83	GJC3	WNT16	DEPDC7	POLR3G	AZGP1	DCT	LINC02082	ZMYM4-AS1	PAPPA-AS1	LINC01198	AC011474.1	GPR12	GPR17	LINC00648	LINC02300	PLAC9P1	MYOT	HCRTR1	RPL13AP2
DESCARTES_FETAL_PANCREAS_ENS_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PANCREAS_ENS_NEURONS	KCNIP4	GAP43	NOS1	SYT1	MAP1B	EML5	UNC5C	FGF13	CNTNAP2	DPYSL3	STMN2	ELAVL4	ANK2	UCHL1	NNAT	TUBA1A	DSCAM	TUBB2B	PRPH	INA	ELAVL3	CHRNA3	CRABP1	NRG1	KIAA0408	TUBB4A	MLLT11	TUBB3	VIP	GAL	TUBB2A	SOGA3	NPY	OLFM1	ENO2	PCBP3	SRRM4	ATCAY	ASTN2	KIF5A	BUB3	ISLR2	PHOX2B-AS1	PTPRR	RGMB	AKAP6	MED12L	FAM163A	DPYSL5	TMEM59L	PENK	STMN4	RAB6B	APC2	CHRNA7	CCDC171	LHFPL3	ATP1A3	GPRIN1	MIAT	MIR137HG	PHOX2A	HCN1	TLCD3B	NSG2	NRG1-IT1	CNGB1	RET	DNER	LINC02691	PCDH15	PHACTR3	VAT1L	PIRT	TTBK1	RIMS1	FSD1	SULT4A1	FAM131B	RIMS3	DLX5	JPH3	OLFM3	NRSN1	DLL3	PLPPR3	ARHGDIG	DRAXIN	TMEM35A	TLX2	DLX6-AS1	CARTPT	SCN2A	TTC9B	HMX2	CLVS2	CACNA1E	GNG3	OPRD1	OPRM1	SEMA3E	PCDH10	HECW1	TMEM151B	JAKMIP1	HRH3	NPY2R	DBH	LIX1	AMER2	SLC18A3	TRIM67	MKX	SLC10A4	RIMS4	GPR22	WFIKKN2	DLX3	NEFH	GRP	ATP2B3	SYT9	CHD5	AC079089.1	CNR1	SYNGR3	CADM3-AS1	DLX6	SLC6A15	SPIN2B	MYH15	PKP1	SLCO6A1	NUDT10	AC090921.1	ZNF843	SMIM28	AC023632.2	CHAT	GRIN1	PCDHB2	MDP1	TMC3	DOC2A	NBAT1	GULOP	TMC3-AS1	LINC01587	RPL24P4	AC125611.4	ABCA12	EIF1P6	FTH1P16	EPO	GCNT2P1	RPL21P2	CTXN2	CDH9	AP002852.1	AC024022.1	KCNK15-AS1	MIR186	AL365181.2
DESCARTES_FETAL_PANCREAS_DUCTAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PANCREAS_DUCTAL_CELLS	CFTR	PPARGC1A	C6	SLC4A4	UGT2A3	CALB1	LINC02532	VTCN1	DCDC2	LEFTY1	LYPD6B	PPP1R1B	FGFR2	LAMA1	FGFR3	SFRP5	NRTN	CCDC198	KCNJ16	ANXA4	VEPH1	CFAP221	SHANK2	SCTR	PKHD1	EHF	PLD1	NUAK2	ELF3	CLDN10	ATP1A1	ADAMTS16	WNK2	TTYH1	IFFO2	GMNN	ACSM3	ATP1B1	RHOV	OLFM4	AC022613.1	PAQR5	UPK1B	ATP12A	LAD1	PLPP2	TMEM72	CLDN9	HOGA1	LHFPL3-AS2	OGDHL	NCMAP	ADORA1	HMGA2-AS1	ANO3	ROCR	SDC1	LINC02343	S100A14	PRSS22	HKDC1	CAPS	PTPRU	KCNJ15	CA4	NECTIN4	ANXA9	ANXA13	TRPV6	CDX2	GADL1	SLC3A1	TMEM139	F2RL1	GS1-24F4.2	ATP13A4	DEFB1	MMP7	SLC34A2	PART1	DEGS2	NEURL1-AS1	SLC22A8	PRKAR1B-AS2	SLC5A9	NEURL3	CTD-2297D10.2	SCNN1A	SALL4	KRT4	CALHM3	TMPRSS3	MUC20	FOLR1	FUT6	HABP2	SYT8	AGR3	A4GNT	FAM245A	CLCNKB	SLC17A4	MTND3P10	SPEF1	LINC01836	TMEM229A	KLHDC7A	UGT2B15	POU5F1	AL138826.1	FAM86FP	LINC00514	RNU6-287P	BAAT	VGLL1	LINC01152	SELENOV	GFAP	AL031666.1	FUT3	UPK1A	LINC00379	FOXA1	RHPN1-AS1	SOWAHB	LINC01659	RNA5SP301	LINC01186
DESCARTES_FETAL_PANCREAS_STROMAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PANCREAS_STROMAL_CELLS	NRK	THBS2	SFRP2	ABCA10	ANGPTL1	ABCA9	LPAR4	ABCA6	AGTR2	ANGPTL6	MFAP5	FMO1	SLC7A10	LVRN	MIR1245A	TSGA13	CCL11	MMP23B	NTF4	AC090136.3	MIR218-1	RTL3	LINC01819	SHOX2	NFE4	RSU1P3	PITX1
DESCARTES_FETAL_PANCREAS_MESOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PANCREAS_MESOTHELIAL_CELLS	NFATC2	GAS1	CCBE1	GFPT2	MSLN	MYRF	WNT2B	CLDN1	KLF5	RARRES1	WT1	ITPKC	LINC02643	COL8A1	GPRC5A	TFPI2	HAS1	ADGRD1	COL11A1	UPK3B	SLAIN1	ALDH1A2	TMEM151A	PLA2G2A	AOX1	PTPRQ	INMT	PPP2R2C	FGF1	SILC1	RPRM	SMTNL2	VTN	GRIN3A	BNC1	LINC02360	BDKRB1	CLDN15	TNNT1	LRRN4	BRINP2	LRP2	CLIC5	ATP7B	CFB	CHAC1	TGM1	C19orf33	CRB2	KLK11	ALOX15	GSDME	MUC16	OTOGL	GNGT1	ROR1-AS1	CPA4	EXTL1	FAM13A-AS1	NEK5	LINC02232	SERTAD4-AS1	SERTM1	AC009271.1	CELF2-AS2	KLK5	LINC00922	SCEL	LINC01258	SGSM3-AS1	PLA2G10	RAET1E	SI	SPHKAP	RSPO1	MT1A	KLK10	LINC01606	LINC01771
DESCARTES_FETAL_PANCREAS_LYMPHATIC_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PANCREAS_LYMPHATIC_ENDOTHELIAL_CELLS	RALGAPA2	NRG3	TFPI	PGM5	STON2	MMRN1	MPP7	NFATC1	TLL1	NTS	AL357507.1	LINC02147	STAB2	PARD6G	PTGS2	TRMT9B	FAM189A2	CTHRC1	GPM6A	RASSF9	TNFRSF11A	ANO9	AP001636.3	F8	CEMIP	IRX3	TNFAIP8L3	FZD10	C20orf204	FOXC2	TNFRSF9	BMPER	INO80C	LINC01252	CXCL5	BMP6	TBX1	ELMOD1	LRRC69	ABCA4	ADD3-AS1	GNA14-AS1	DHODH	SLC30A3	PDF	TRIM54	KCNJ2-AS1	LINC00636	GPR182	GABRP	RNU1-109P	MYCBPAP	CCL20	RPS7P4	DDX59-AS1	VPS26BP1	RPS26P43	HOXD10	RPS15AP10	KRT18P55	FLNC-AS1	CACNA2D1-AS1	RSF1-IT1	P3H2-AS1	IL5RA
DESCARTES_FETAL_PLACENTA_PAEP_MECOM_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PLACENTA_PAEP_MECOM_POSITIVE_CELLS	PAEP	LINC01320	CATSPERB	GPX3	RIMKLB	CP	UBE2D2	PAX8	RAB2A	PTPRR	RXFP1	DEPTOR	SLC6A6	GRAMD1C	LINC02532	NNMT	SLC1A1	RIMS2	WDR72	MACC1	MUC16	DCDC2	ATP2C2	IRX3	ERN1	SLPI	LINC01541	SHROOM3	DEFB1	PKHD1	LINC01502	TACSTD2	DNER	ZPLD1	WFDC2	KIZ	SIK2	LAMB3	SLC15A1	SLC34A2	EVC	PKDCC	MUC1	MYO5C	FYB2	TSPAN12	CA12	POU5F1	UGT2B7	GABRP	SST	ABCA4	AGR2	TSPAN1	ARG2	SLC18A2	BDKRB2	UCA1	NAPSA	TMEM252-DT	LINC01913	CLDN3	ARHGEF28	CCDC148	ADGRF1	RNF180	LY86-AS1	LBP	B4GALNT3	TMEM101	HS6ST3	PAX2	DRAIC	ELAPOR1	GEM	SGPP2	MAL	STK33	SAMD12	LINC02888	EHF	LCN2	LINC01301	KIF12	COMP	IL20RA	LRRIQ1	PSORS1C3	EPCAM	SCNN1A	C4BPA	SFN	KCNMB2	PIGR	DNAH7	CAPS	LIF	ASRGL1	IGSF11	DNAH5	PER2	INHBB	MRPS2	ENPP5	SVOPL	LINC01470	RASD1	OBP2A	TMPRSS4	NXNL2	KCNK2	PRKAA2	ANKRD37	C9orf116	LINC00271	SLC6A12	MFSD4A	MTF1	HAP1	F2RL1	DLGAP1-AS3	AC004870.2	SYT14	CYS1	DOK5	LEKR1	DNAJB13	SEC14L6	ACMSD	OVOL2	BAIAP2L2	MUC20	IL1RL2	ZNF19	FAM229B	C2CD4A	HOXB-AS3	HOXB5	RORC	GALNT14	MKLN1-AS	VWA3A	F11-AS1	B4GALNT2	VTCN1	LINC00621	FAM227A	CFAP43	DRC3	AC099792.1	FOXJ1	LRRC52-AS1	CX3CL1	AL138828.1	NMU	GGT3P	B3GAT1-DT	TNFAIP6	TTC39A	SLC6A20	SNX29P2	PRR34-AS1	KLK10	CDKL2	FAM9B	LINC00871	UGT8	FAM135B	LINC01239
DESCARTES_FETAL_PLACENTA_AFP_ALB_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PLACENTA_AFP_ALB_POSITIVE_CELLS	ALB	AFP	APOA2	APOA1	SERPINA1	APOB	MT1G	VTN	AHSG	FGB	APOC3	AMBP	FGA	RBP4	ASS1	PEBP1	TTR	MT1H	CPS1	ITIH2	FGG	CYP3A7	FABP1	MT1E	ALDOB	TF	SERPINF2	APOH	ALDH4A1	SCD	DHCR24	MT2A	AGT	KNG1	LINC02027	PAH	MT1F	MT1X	DPYS	ACADSB	ATF5	F2	APOM	A1CF	ITIH1	SLC38A4	ANGPTL3	SLC38A3	ABCC6	SLC2A2	GC	LIPC	CYP8B1	PBLD	SERPINA5	AGXT	C5	COL2A1	CYP4A11	GOLT1A	PIK3C2G	HMGCS2	SERPINC1	SERPINA4	HSD17B11	TFR2	LINC01146	CD302	ALDH6A1	IDI1	ADH6	TM7SF2	SLCO1B3	MSMO1	TMEM97	SLC13A5	ADH1A	HJV	F12	AK4	SEMA4G	ITIH3	HPX	RIDA	SERPIND1	TM4SF4	SARDH	CPB2	REEP6	BEX1	SMLR1	LRG1	HRG	PRAP1	PLG	ADH4	CBS	PGRMC1	XPNPEP2	SERPINA6	PNPLA3	ARG1	DHCR7	BAAT	FTCD	SLC39A5	TMPRSS6	PHYH	ASGR2	CYP39A1	PROX1	FZD5	MST1	KLHL31	FGFR4	AMN	C4BPB	LINC02301	SERPINA10	UGT2B4	MAT1A	SLC30A10	AKR1C3	ESPN	PAQR9	FMO5	DDC	ABCC2	HBM	BDH1	GSTA1	G6PC	BHMT	CYP4F3	DIO1	NAT1	AKR1C2	SPRYD4	TDO2	F13B	GPAM	MPST	GSTZ1	GPER1	BCHE	NBEAP1	SLCO1B1	DGAT2	C8A	GLS2	ACY1	MSI1	MMAB	MASP2	MLXIPL	ADAMTS16	TENM1	ASGR1	FLRT3	ABCB11	PRODH2	SOAT2	STEAP2-AS1	MIR9-1HG	MEP1A	PRG4	SLC37A4	ERP27	SIRT4	KLB	AHSP
DESCARTES_FETAL_PLACENTA_EXTRAVILLOUS_TROPHOBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PLACENTA_EXTRAVILLOUS_TROPHOBLASTS	PRG2	HLA-G	NOTUM	NOG	TAC3	FSTL3	DIO2	HTRA4	AOC1	FN1	ISM2	HSPG2	QSOX1	LVRN	PTPRF	CERCAM	HTRA1	FSTL1	HEXB	GPR78	ITM2B	TNFSF10	ASCL2	MYCNUT	ASAP3	COL17A1	SEMA4C	ASPSCR1	LAIR2	FAT2	CCNE1	CLDN19	GPR146	KCNK12	SYT8	PTGES	MYCN	PYCR1	LDLRAD2	EGFR-AS1	MYCNOS	STAB2	LY6K	KRT16P6	RTN4RL2	AADACL3	RNF223	PTPRQ	TNNI2	LINC00330	SLC17A8	POMC	GKN1	CILP2	FAM43B	LY6D	KCNJ15	FAM50B	NOS2	RN7SL810P	MAG	SOWAHD	DAW1	LINC01819	DEPDC7	IGFL2-AS1	KISS1R	WFDC3	KLRG2	PDE6H	BEST3
DESCARTES_FETAL_PLACENTA_LYMPHOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PLACENTA_LYMPHOID_CELLS	IGHGP	IGKC	IGHG4	GNLY	JCHAIN	IGHM	IGHG3	NKG7	KCNQ5	IGHA1	CD247	CD96	SAMD3	SLFN12L	ITGAD	IGHG1	GNPTAB	CARD11	THEMIS	IFNG-AS1	PTPRCAP	CTSW	GZMA	CD8A	CD38	LINC01934	KLRC4-KLRK1	RASGRP1	CD69	RUNX3	CD7	IL2RG	KLRC1	LCK	IKZF3	RHOH	KLRC2	STYK1	POU2AF1	IL32	CD2	MZB1	CAMK4	ANKRD36BP2	CD3E	SIDT1	TRBC2	SCML4	PTPN7	ENAM	TXNDC5	LTB	AKNA	TRAF5	ITK	ZAP70	FCRL5	DAPK2	PSTPIP1	TRAF3IP3	IRF4	IGLL5	CD3G	DENND1C	CD52	RASAL3	GZMB	BCL11B	PRF1	CXCR3	ZBP1	SH2D1A	KLRC3	ZNF683	PTGIS	TRDC	TRGC2	EOMES	CRTAM	KIF11	CD3D	CD6	NCR1	SLAMF6	MYO1G	NLRC3	CDKN2A	PIM2	LINC02362	TOGARAM2	ITGB7	TRAT1	PTGDR	CEP55	TNFRSF18	TBC1D10C	ADGRG3	KLRB1	GZMK	ITGA8	NMUR1	LAX1	WDR62	CD244	GZMH	NUGGC	DTHD1	SEPTIN1	ISG20	TIGIT	SIRPG	TSHR	LINC00861	ANKRD20A9P	LINC00426	XCL2	OASL	ZNF215	TMEM71	SH2D2A	CD5	SH2D1B	LINC01484	ADGRG5	JSRP1	STAP1	VAMP1	KLRA1P	XCL1	CD79A	CD27	KLRG1	CST7	APOBEC3D	ALOX5AP	CLDND2	PLCH2	GIPR	CDHR1	CARMIL2	CD79B	NOD2	FBXO43	RASA2-IT1	TMIGD2
DESCARTES_FETAL_PLACENTA_TROPHOBLAST_GIANT_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PLACENTA_TROPHOBLAST_GIANT_CELLS	PSG1	CSH2	PSG6	KISS1	INHBA	GH2	PSG9	PSG4	PSG5	ANGPT2	PSG3	TFPI2	HOPX	CGA	PSG2	SDC1	CSH1	HSD3B1	CYP19A1	GDF15	HSD17B1	SEMA3B	RHOBTB3	AFF1	ALPP	CAPN6	CSHL1	HSD11B2	NECTIN3	CHODL	RYBP	DEPDC1B	CCSAP	TCL6	CGB3	MAN1C1	PSG11	CRH	LGALS14	LINC01483	BPGM	HSPB8	TRPV6	ZNF117	ENDOU	INSL4	PSG8	CCK	C4orf36	PSG7	LGALS13	CRYBG2	LINC00474	TPRXL	ADHFE1	ERV3-1	TREML2	LYPD5	LINC02291	TMEM54	CPXM2	OLAH	LINC00967	SLC26A7	PSCA	HS3ST3B1	ZNF468	SH2D5	LINC01119	AC005176.1	LINC01118	TCHH	LGALS16	IL22RA2	SCNN1B	GH1	NCF4-AS1	MISP3	PSG8-AS1	LINC00939	ANKRD33	LY6G6C	TREML3P	HSPD1P11	RRS1-AS1	POU2F3	SLC7A4	XKRX	PLCE1-AS1	PSG10P	PRSS41	LINC00482
DESCARTES_FETAL_PLACENTA_SMOOTH_MUSCLE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PLACENTA_SMOOTH_MUSCLE_CELLS	LINC01099	AFF2	AGTR1	CCDC102B	EGFEM1P	PLA2G2A	GUCY1A2	PLCB1	LAMC3	ADAMTS18	CACNA1C	TBX5	PAG1	LINC02398	PLA2G5	EGFLAM	LIPG	GJC1	ITGA9	CCDC68	COL5A3	ARHGAP44	CNTN4	SCN7A	KCNK3	NOTCH3	ADAMTSL3	WNT3A	PELO	ADARB2	POSTN	FAM162B	RGS20	BMPR1B	CARMN	KCNS3	COX4I2	GRID1	SCN11A	CCDC3	OLFM2	PDLIM3	CSPG4	LZTS1	ADAMTS20	GNAL	NDUFA4L2	CHRM2	CLTCL1	LINC02889	GFRA2	C9orf153	MAPT	KCNK17	HEYL	BMPER	HAS2	ADRB3	NGFR	REN	CDH19	RASL12	HIGD1B	ANKRD30A	FAM182B	ABCC9	SEPTIN4	COLEC10	LINC02082	SEMA5B	PGM5	ADGRB1	HECW2-AS1	AC119868.1	DAAM2-AS1	PLCB1-IT1	CIB4	VASH2	TRPC3	COL13A1	CACNA1C-IT3	GPR20	SCN4B	ABCC8	ANGPTL6	ERFE	LINC00993	PAQR5	FAM228A	FOXF2
DESCARTES_FETAL_PLACENTA_IGFBP1_DKK1_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PLACENTA_IGFBP1_DKK1_POSITIVE_CELLS	SCARA5	APOD	RORB	DKK1	GAS1	CHRDL1	HSPB6	IGFBP2	RBP1	IGFBP1	IGFBP4	CFD	LUM	TIMP1	CD248	THY1	IGFBP5	C1R	CD82	CPXM1	ISLR	PLPP1	WNT5A	LGALS1	SPOCK1	MFGE8	MXRA8	HSD11B1	SULF2	IGFBP6	ADRA2C	KCND2	PRL	CNR1	IL1RL1	OMD	SDC3	CAB39L	MAOB	C11orf96	TMEM45A	CACNB2	PGR	PARM1	GGT5	WT1	RAMP1	TMEM132C	RGS2	TRPC4	MEDAG	WNT4	CYP1B1	AOX1	LRRN4CL	GALNT13	PROK1	POLR1F	IGSF10	DPYD-AS1	SSC5D	OSR2	CTSK	MELTF	P4HA3	ROS1	CILP	ING1	PRR15	DPP6	ALDH1A3	ADAMTS8	ADAMTS4	PEMT	CRLF1	COL4A4	HTR2B	COX7A1	NDP	GLB1L2	GRIA3	BRINP2	LRRC15	NR1D1	PLAC9P1	WT1-AS	CHI3L2	OSGIN2	MOV10L1	FOXL2	MAP3K4-AS1	LEFTY2	RORB-AS1	S100A3	CHRD	STAC2	TNFRSF8	ADGRG2	PHYHIP	HEPH	GPR176	ENTPD3	HOXD10	PCSK1	TEX26-AS1	WDR86-AS1	NPR3	DIRAS2	IL1A	NTRK1	LINC01197	RGS17	SHISAL1	LINC00707	MEGF10	LINC01435
DESCARTES_FETAL_PLACENTA_STROMAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PLACENTA_STROMAL_CELLS	SLC24A2	CNTN5	KCNIP4	ITGBL1	LINC02307	FREM1	SLIT2	PCDH10	RSPO2	SLC16A10	MATN2	CADM3	MSC-AS1	STC1	NFASC	CLMP	LINC01695	CNTN6	POU6F2	LINC02268	NALCN	ELN	TCF21	LINC02006	GXYLT2	OCA2	C2orf83	HSD3BP5	EEF1DP3	LIN7A	GLI2	COL16A1	COL8A2	SELENBP1	PITX1	SLC6A15	DES	ACKR1	GDF6	LINC02277	ZNF804B	PTGFR	CACNA2D4	LINC01931	AL513318.1	ASB4	LINC02302	CYP2W1	FMO1	CDH15	HS3ST6	LINC01133	SLC18A3	RNU7-119P	SYT15	GDNF-AS1	RTL9	GDNF	FGF10-AS1	C1QTNF2	WSCD2	OACYLP	PKP1	PON3	LINC02708	AC096576.3	NGF	NCKAP5-AS2	SFTPD	AL590560.3	MMP23B	MYOD1	AL356022.1	FLJ12825	KCNJ12	MIR218-1	KCTD19	LINC00523	LINC02360	HSD3BP2	CCNYL2	GATA6-AS1	ASB18	LINC00314	ARHGAP15-AS1	RPL17P13	LINC02759	SFTPD-AS1	LINC01238	SLC22A2	ASZ1	MATN1	LINC01673	PLAAT5
DESCARTES_FETAL_PLACENTA_VASCULAR_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PLACENTA_VASCULAR_ENDOTHELIAL_CELLS	MEOX2	EXOC6	EGFL7	FCGR2B	CDH5	RALGAPA2	PCSK5	LDB2	JAM3	LRP6	CACHD1	CD93	HACE1	KDR	ZNF521	CD34	CDH13	APLNR	RALYL	DIPK2B	AFF3	TIE1	IL33	CYYR1	FUT9	SHANK3	NNAT	CLEC1A	ERG	FCGR2C	PLVAP	DLEU1	HS3ST3A1	TEK	CGNL1	NOTCH4	PCDH17	LRRC36	SYN2	JCAD	KL	RAMP2	SHE	ADGRL4	ADGRF5	KLF2	APLN	SOX7	ROBO4	HECW2	ST6GALNAC3	GRB14	PDE1C	NDNF	SOX18	NOVA2	THSD1	ARHGEF15	RHOJ	ARHGEF26	RASIP1	ECSCR	S1PR1	CCM2L	TAMALIN	LINC01681	FAM124A	CLEC14A	FAM124B	TMC7	DLL4	CRHBP	CLDN5	NTS	USHBP1	AC007743.1	TM4SF18	CALHM4	HEY1	LHX6	CARD10	NRARP	CDRT1	RAMP2-AS1	TMEM178A	PKN3	BCL6B	CLEC4GP1	CYP1A1	SLC22A10	RASSF9	AC099506.1	AC005550.2	LINC02880	LINC01049	TCF15	VIPR1	IGSF9B	BMS1P10	LOXHD1	TTLL10	TMEM255B
DESCARTES_FETAL_PLACENTA_SYNCYTIOTROPHOBLASTS_AND_VILLOUS_CYTOTROPHOBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PLACENTA_SYNCYTIOTROPHOBLASTS_AND_VILLOUS_CYTOTROPHOBLASTS	TP63	HS6ST2	LRP2	SLC13A3	LGR5	MAPK4	TENM3	SMAGP	SLC22A11	NRXN3	SLC13A4	KANK1	TMEM150C	ZNRF3	SLC6A4	GNA12	SLC38A9	ISYNA1	GRAMD2A	IL1RAPL2	ALDH7A1	RASSF6	SLC27A2	FRMD6	AP1S3	L1TD1	ADCY2	PRSS12	ZNRF3-IT1	MAP7D2	DSC3	FAM118A	CRISPLD1	MCOLN3	LINC01205	MIR205HG	EDARADD	TENM3-AS1	OFCC1	VSTM5	SIGLEC6	CYP2J2	LINC02253	TRPV4	ATP6V0A4	TTPA	HSPD1P6	LRATD1	RFX6	LINC01162	KCNG1	SLC28A2	ZBED9	LINC01210	POF1B	TUBA5P	GPR87	OVCH2	GABRA4	NALCN-AS1	BFSP2-AS1	SLC52A3	ZYG11A	ANKRD65	POTEKP	CYP4F35P	LINC01618	APELA	GCNT4	LINC02254	FTLP14	MAST4-AS1	FAM41C	OR8G1	ZNF723	CLCA2	CTBP2P8	AC012174.1	LINC02378
DESCARTES_FETAL_PLACENTA_MYELOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PLACENTA_MYELOID_CELLS	SPP1	CD74	HLA-DRB1	HLA-DRA	HLA-DPA1	LYZ	C1QC	RBPJ	C1QA	PLTP	CXCL9	HLA-DPB1	LGMN	HLA-DQA1	TYROBP	C1QB	CYBB	CD14	CTSZ	CPVL	TFEC	ADAP2	STAB1	HLA-DMA	MS4A7	FGL2	MARCHF1	CD163	SIGLEC1	MMP9	CXCL10	HLA-DQB1	CD163L1	FCGR3A	ICAM1	MAFB	RASSF4	TPRG1	CCL2	MPEG1	VSIG4	IL4I1	SLC7A7	HCK	FOLR2	FPR3	HPGDS	CIITA	MS4A6A	GPR141	ACP5	CD86	CXCL16	CD83	THEMIS2	CLEC7A	IGSF6	C5AR1	FGD2	SLC38A6	HLA-DRB6	LAIR1	CHI3L1	SLAMF8	FAM20C	RUBCNL	SLC11A1	LILRB2	LILRB4	GGTA1	MNDA	ADGRE2	KCNJ5	S100A8	P2RX7	LTA4H	SDS	ARHGAP22	MILR1	ADAMDEC1	C1orf162	SCIMP	FCGR1A	TLR6	SIGLEC10	HK3	CXCL11	LRRC25	NFAM1	CALHM6	SIGLEC9	ST18	MARCO	C3AR1	LY86	LST1	GNA15	HLA-DRB5	TNFAIP8L2	PADI2	LACC1	RYR1	LAMP3	PRAM1	RAB39A	ANKRD22	KCNE1	BCL2A1	HLA-DOA	PPM1M	TLR2	PLA2G2D	NLRP3	MRPL2	TLR7	EREG	OSCAR	HS3ST2	SUCNR1	RNASE6	LINC02798	CHIT1	AC106865.1	SLC37A2	CYP2S1	TLDC2	SIRPB2	CD5L	LGALS2	ZEB2-AS1	LRRC39	LINC00970	CCL13	TMEM273	TOR4A	ARL11	LINC01094	CD28	IGSF21	LINC02698	KCNAB1	LILRA6	EGR2	BFSP2	CLEC9A	NRIR
DESCARTES_FETAL_PLACENTA_MEGAKARYOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_PLACENTA_MEGAKARYOCYTES	ARHGAP6	THBS1	BIN2	ITGB3	PSTPIP2	TMEM40	RGS6	MCTP1	LIMS1	TGFB1	CAVIN2	TNIK	PRKCB	VCL	DGKG	PRKAR2B	TBXAS1	DAAM1	RAP1B	CDC14B	ANKRD33B	H2AC6	NEXN	RASA3	TLN1	ABCC4	MMRN1	DAPP1	STON2	DNM3	OSBP2	NLK	RAB27B	COL24A1	ITGA2B	ANGPT1	BANK1	EXOC3L4	ITGA9-AS1	PF4	TUBB1	LRP12	SNCA	MCU	KIAA0513	CD226	P2RX1	PRTFDC1	KATNAL1	NT5C3A	BCL2L1	FERMT3	RIPOR3	KCNT2	CNST	STXBP5	SELP	ATP2C1	MBOAT2	LMO2	PEAR1	PPBP	MYOM1	ZMYND8	VEPH1	XRCC2	PROSER2	AP001636.3	PKHD1L1	NRGN	CBFA2T3	ZNF431	TSPOAP1-AS1	PTGIR	LINC00534	GP1BA	EHD3	ANK1	RAB30-DT	IPCEF1	RGS18	ACTR3B	MLC1	TMEM91	TUBA4A	GP6	MAX	H2BC4	TAL1	C20orf203	MFSD2B	RUFY1	MARCHF2	DBN1	RNF24	FOXP1-IT1	FHOD1	XYLT2	FN3K	EGF	RELCH	LGALSL	SAV1	ACRBP	CRACD	LINC02284	TSPAN32	ILK	CAVIN2-AS1	TSPAN33	PTGS1	THCAT158	DYNC1I1	ZNF346	PRKAR2B-AS1	MPIG6B	C11orf21	RAB37	PRELID2	RN7SL801P	LRRC8B	SLC7A11	CPA6	RBM38	LINC00667	HTR2A	RFFL	PDCD10	ZNF561-AS1	NOL9	ARMC3	MDM1	DNM1P47	RNF215	EFHC2	GRK5-IT1	PLA2G12A	CHEK1	C20orf96	RNU6-272P	TEX22	F2RL3	AC061992.2	MOB3C	RAB3C	PYCR2	RHAG	TBC1D20	HABP4	ZFPM1	PLEKHA8P1	DENND2C	RFXAP	MYO18B	WNT7B	PRUNE1	NT5M	BIRC7	MYT1L	NQO1	INHBA-AS1	LINC02604	ATP1A1-AS1	INKA1	SAMD14	KIF9	ANKRD40	MIGA2	GAS8	HNRNPLL	DCLRE1A	ADAMTSL4-AS2	KDM7A-DT	RNU6-299P	VPS11	GABRB1	LEFTY1	DNAJB2	EPHA10	XIRP2	CENPL	SLC8A3	OR2W3	MYLK-AS1	SEC31B	ZBED4	TRIM58	LRRC14	MINDY1	LINC01089	C1QTNF12	RPS14P4	MAVS	MIEF2	CENPT	TMEM74	MYO3B	MKRN2	LINC00989	RN7SL452P
DESCARTES_FETAL_SPLEEN_AFP_ALB_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_SPLEEN_AFP_ALB_POSITIVE_CELLS	SERPINA1	APOA2	AFP	ALB	AHSG	APOA1	H19	APOE	IGF2	MT1G	FTL	APOB	AMBP	APOC3	FGB	FGA	VTN	GPC3	TF	TTR	FGG	ITIH2	RBP4	APOH	MT1H	APOC1	MT1E	CLU	DHCR24	ALDOB	AGT	SERPINF2	DLK1	FABP1	ITIH1	CYP3A7	ACSL4	GC	CPS1	PEBP1	SERPINC1	HMGCS1	MT2A	PEG10	SCD	APOM	FN1	MT1F	KNG1	HPX	PRAP1	FTCD	ANGPTL3	ASGR2	COL2A1	ATF5	MT1X	SLC2A2	A1CF	DHCR7	DPYS	HMGCS2	GATM	FXYD1	FGL1	DUSP9	TM4SF4	ACADSB	TMEM97	SERPINA6	SERPINA5	LBP	SLC38A3	GLUD1	HPN	CYP4F3	C2	MSMO1	SDC1	SLC27A2	GALK1	AMN	PTP4A1	MGST1	METTL7A	PAH	ASGR1	TM7SF2	CYP4A11	SERPINA4	MAT1A	SERPIND1	F7	PLG	ELOVL2	CFHR1	F2	GSTA1	NPSR1-AS1	SLC13A5	LIPC	PCYT2	ITIH3	IGFBP1	C5	PBLD	ALDH6A1	SULT1E1	SLC22A9	LRG1	HRG	CYP51A1	F5	ADH6	F12	MST1	IGSF1	SERPINA3	AGPAT2	DGAT2	CDO1	HAL	BHMT2	F10	FMO5	SLC39A14	MTTP	C8B	LOXL4	CYP19A1	FST	TMEM199	FXYD2	ADH1A	AZGP1	ALDH4A1	SLC38A4	PCBD1	UGT2B4	PHYH	LINC01428	HAMP	LSS	RETSAT	GJB1	SMLR1	HNF4A	SNAP25-AS1	GAMT	PRLR	MASP2	C8A	BEX1	KTN1-AS1	GPAM	TRIM32	SERPINA7	LINC02532	MSRB1	TRIM71	SPP2	CHDH	GRHPR	ABCC6	RBKS	PERP	HGFAC	SLC39A5	GLDC	CYP3A5	AGXT	HABP2	ADH4	SLC25A10	AGAP5	SPRYD4	ACSM2B	CYB5A	ACAA1	DGCR6L	SULT1C2	PKHD1	DNAJC12	KLKB1	CRYZ	ADORA2A-AS1	TMEM150A	SC5D
DESCARTES_FETAL_SPLEEN_LYMPHOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_SPLEEN_LYMPHOID_CELLS	PAX5	RALGPS2	NIBAN3	MS4A1	IGHM	CARD11	IGKC	PLCG2	FCRL1	IKZF3	CD37	IGHD	SP140	BLK	CD22	CD79A	CNR2	PARP15	RHOH	BLNK	CYFIP2	COL19A1	ALOX5	KLHL14	CD247	PLAC8	LEF1	SCML4	PTPN22	BCL11B	CR2	RASGRP1	CD96	IFNG-AS1	CD52	SAMD3	EMB	TLR10	LCK	FCRL5	ACAP1	TMEM154	SYTL1	FCMR	FCRL2	STAP1	THEMIS	STK17A	PYHIN1	SPIB	MZB1	ADARB2	ADGRG5	IGLL5	SHISAL2A	LY9	C12orf42	VAV3-AS1	KLRC4-KLRK1	FCER2	DTX1	CCR6	LY86-AS1	LINC01215	CCR7	LINC02397	FCRL3	POU2AF1	VPREB3	TAGAP	CD3D	CD8A	IFNLR1	HIP1R	IL2RB	CD3G	CXCR5	SLAMF6	CD2	NCR1	TNFRSF13B	PCED1B-AS1	LINC00426	CD5	LINC00861	SH2D1A	LINC00926	HSF5	GPR18	ALOX5AP	CD27	ZNF860	SIRPG	SLAMF1	EOMES	PHEX	C1orf220	RN7SL842P	LINC01800	XCL1	NCF1	IL9RP3	KSR2	P2RY10	LINC01891	LTA	KBTBD8	LINC02245	KLRC2	GZMM	RN7SL337P	KLRC1	CRAT37	LINC01222	GPR55	SNX29P1	LINC01588	TIGIT	IL23R	CD8B	LARGE2	TNFRSF13C	VNN2	AKAP5
DESCARTES_FETAL_SPLEEN_MYELOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_SPLEEN_MYELOID_CELLS	LGMN	SLC8A1	CD163L1	DSCAM	MS4A7	CHN2	KCNMA1	PID1	CD163	WWP1	NCKAP5	PTPRE	HCK	PPARG	MERTK	ADAP2	DMXL2	MS4A6A	ZNF710	HRH1	TIMD4	SAMSN1	SIGLEC1	MKNK1	NABP1	KCNAB1	MCOLN1	CMKLR1	ENPP2	RAB20	LILRB1	IGSF21	EPB41L3	ADGRE2	KCNK13	FMN1	GPR137B	LRRK1	MS4A4E	FLVCR2	CSF2RA	LILRB5	CD86	IL10RA	CLNK	RAB39A	S100Z	ITGAX	MEGF11	CD200R1	SMIM35	FAM20A	RGL3	RASSF4	LYZ	GGTA1	LY96	THEMIS2	LINC00996	TGFA	MS4A4A	LILRB2	RGS1	CLEC7A	CCDC170	LILRB4	IL1B	ADGRE4P	IFI44L	SPIC	VSIG4	IGSF6	ITGAD	NCF2	EBI3	CABP4	CDS1	PRAM1	FCN1	IL15	C3AR1	LINC01357	SIRPB2	NEXMIF	MNDA	OSCAR	PDCD1LG2	TRPV4	HK3	NAIP	SIGLEC16	CD300LF	CLEC9A	FABP5	SIGLEC7	RASGEF1C	NLRP3	DSCAM-IT1	LINC01645	IDO1	CARD14	RN7SL138P	BATF3	LILRB3	TMEM63C	IL1RN	ANKRD24	CD274	ZNF415P1	TRIM36	CXCL10	AGR2	MRO	EYA2	ADGRE1	FCAR	NAIPP2	IL10	ALMS1P1	RUFY4	AL606970.3	SIRPB1	FCGR1A	LILRA5	GHRL	NRIR	OSM	IL1R2	NOD2
DESCARTES_FETAL_SPLEEN_VASCULAR_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_SPLEEN_VASCULAR_ENDOTHELIAL_CELLS	SNTG1	MYRIP	MECOM	PTPRB	FGF12	RAPGEF5	MAGI1	SIPA1L1	MAGI1-IT1	ADAMTSL1	CHRM3	BBOX1-AS1	ERG	HECW2	STAB2	CYYR1	CALCRL	ADGRL4	THSD7A	AFAP1L1	BTNL9	GABBR2	GALNT18	LRIG3	KIAA1671	DGKE	SNCAIP	GREB1L	NOSTRIN	KLHL4	PTCHD4	FAP	CHRNA7	HOXD3	ZNF503-AS1	RGS7BP	CALCR	SLC5A4	UNC80	GCOM1	TMEM233	PROX1-AS1	OR5G5P	LINC01594	ALG1L6P	LINC02160	AC105001.1	LINC02356	RFX8	MIR34AHG	ODF3L2	LINC01545	TACR1	TRPM6	EEF1A1P31	B3GNTL1P1	PRSS48
DESCARTES_FETAL_SPLEEN_STROMAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_SPLEEN_STROMAL_CELLS	KLHL29	LRRC4C	AC109466.1	CACNA1D	LSAMP	NPAS3	CNTNAP2	UNC5C	TMTC1	RBMS3	NR2F2-AS1	KCNMB2	MAPK10	ESRRG	GLIS3	CADPS	CARMN	TARID	KLHL13	PKNOX2	RARB	VLDLR-AS1	LINC00535	ST6GALNAC5	LINC00632	PHACTR3	AC009271.1	OVCH1	DNM3OS	LRRC52-AS1	PRR16	LINC02024	ADRA1B	LRRC3B	LYPD6B	KCNIP1-OT1	ZNF804B	MIR3659HG	TPH2	EYA1	P3H2-AS1	ENPP7P4	MKX	LINC02126	TACR3	RPL21P99	SCTR	NPM1P10	KBTBD11-OT1	NPY5R	CDH7	MIR1245A	LINC01916	MYHAS
DESCARTES_FETAL_SPLEEN_MESOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_SPLEEN_MESOTHELIAL_CELLS	FOS	SEMA3D	SFRP2	PLA2G2A	OGN	MAF	TM4SF1	EGR1	PRG4	KRT19	SPOCK2	SEMA3C	ZFP36	EZR	ADAMTS5	KRT8	TIMP1	MSLN	UPK3B	NREP	BNC2	HHIP	ITGA3	HSPA1B	KCTD8	COL8A1	LHX9	GAS1	SOCS3	SULF1	NPHS1	SLPI	LINGO2	JUNB	KRT18	S100A10	DUSP1	PAPPA	EFEMP1	ANXA1	ID4	NR2F1	ADGRL3	PLAT	CDON	NPNT	PROCR	MGP	PTGIS	REEP1	IER3	BNC1	CHRDL1	GFPT2	CRIP1	CGN	ADIRF	MYRF	CLDN15	PTPRQ	PDPN	BMP4	HAS1	ANKRD50	CDH3	C21orf62	IL6	WNT5A	MAL2	CXADR	OLR1	LRP2	NDRG1	DSC3	LAMA5	GADD45A	PPP1R15A	ATF3	DSG2	GJA1	WWC1	PATJ	FLRT3	LGALS3	CHRM2	FABP4	CRB2	SLC4A4	KLF5	SMPD3	AOX1	GPNMB	QRFPR	FZD7	EGFL6	SBSPON	CSRNP1	LRRN4	RSPO3	KLK11	NFASC	PPL	WNT2B	ITPKC	SLC34A2	IGSF9	TGM1	KRT5	SGO2	PDZK1IP1	FGF18	CYSTM1	MMP24	LINC01099	EPHB6	CTXN1	FGF9	RGS16	RSPO1	CLIC3	C19orf33	CCN3	ILDR2	LGI2	CCDC39	NXPH2	SH3RF2	FENDRR	NEBL	ARHGAP44	B3GALT2	ISL1	CBLN2	EFNB3	PDGFRL	NRG4	CSDC2	BHLHE40	RASSF7	ARFGEF3	CARNS1	INMT	TNFSF9	TPD52L1	BASP1-AS1	LRRTM1	GADL1	SMTNL2	FOXF1	GRIN2A	FAM167A	TMEM151A	TGFB3	F3	PPP1R3B	CAPN6	ADAMTSL4	NEK5	CGNL1	ELAVL2	REC8	B3GALT1	HAND2	MUC16	ADAMTS15	GLT8D2	MCOLN3	RNF217-AS1	GLP2R	SGIP1	RRAD	VAT1L	CDKN1A	PCDHA6	CA11	GAS1RR	INSYN1	KRT7	FAM83H	ADAMTS8	FMN2	ARSJ	HSPB2	SCNN1A	OMD	AHNAK2	ANO5	MTMR7	CEP170B	TUFT1	TNNT1	CCDC173	HHIP-AS1	IQUB	BMP3
DESCARTES_FETAL_SPLEEN_MEGAKARYOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_SPLEEN_MEGAKARYOCYTES	LTBP1	ITGB3	PF4	ITGA2B	PLEK	DNM3	MED12L	THBS1	VCL	PRKAR2B	F13A1	RAP1B	PDE5A	DGKG	NLK	PPBP	COL24A1	RAB27B	SLC2A3	ACTN1	MMRN1	ASAP2	CNST	CD226	GP9	SLC37A1	RASA3	PLCB4	NEXN	GNB5	MPP7	RGS18	TMEM91	EGF	MYOM1	GP1BA	SLC9A1	RSU1	ADCY6	MFAP3L	IRAG1	LINC02284	LINC00504	SELP	EFHC2	TMEM40	CDC14B	GP6	FXYD5	LY6G6F	TTC39B	LGALSL	ELOVL7	HPSE	LAT	INHBA-AS1	RUFY1	PROSER2	NBEAL2	IRS2	LINC00299	H2AC6	SRC	MYO18B	MPIG6B	MCF2L	XIRP2	XYLT2	TREML1	LGALSL-DT	THCAT158	KBTBD12	RAB3C	GNAZ	ANOS2P	KIAA0513	DYNC1I1	PTCRA	DENND2C	MYO3B	LINC00989	F2RL3	CLEC1B	PRKAR2B-AS1	NOS1AP	GABRE	HTR2A	MDM1	EGR3	C2orf88	RAB37	RADIL	RBPMS2	WFDC1	AC011921.1	DNMT3B	NME9	LINC02770	NINJ2-AS1	CFAP45	ING5	SNAI3-AS1	MPL	ELAPOR2	ZNF691	LIPH	ALOX12	LINC00298	USH2A	LANCL3	RPS12P16	CATSPER2P1	NEXN-AS1
DESCARTES_FETAL_SPLEEN_ERYTHROBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_SPLEEN_ERYTHROBLASTS	ANK1	TFRC	XACT	SLC25A21	SPTA1	RHAG	FAM178B	GYPA	SLC4A1	KEL	MYB	GYPB	KCNH2	C17orf99	PPM1H	FAM117A	HEMGN	SLC38A5	ABCB10	KLF1	RHCE	CPOX	HMBS	ICAM4	CALN1	EPB42	PRSS57	ERMAP	HDC	MINPP1	GYPE	EPOR	SLC22A16	SLC2A14	PCLAF	ART4	SLC22A4	ACSBG1	TRIM10	EIF5AP2	DHRS13	DMC1	SLC6A9	E2F2	IL1RL1	SLC14A1	LINC00884	SLC29A1	TESMIN	CDC25A	EPCAM	SLC5A4-AS1	CDK15	C16orf95	ACHE	ST8SIA1	SPAG17	PRG2	PLPP4	AC092802.1	TSPO2	TYMSOS	LONRF3	EPS15-AS1	DNAJA4	SLC25A15
DESCARTES_FETAL_SPLEEN_STC2_TLX1_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_SPLEEN_STC2_TLX1_POSITIVE_CELLS	ATP1A3	HRK	PRR36	CAMK2N2	CLVS2	EBF3	FBXL16	CPLX2	GABRG2	PANTR1	TRH
DESCARTES_FETAL_STOMACH_NEUROENDOCRINE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_STOMACH_NEUROENDOCRINE_CELLS	GHRL	GAST	CACNA1A	CHGA	SST	SLC38A11	TTR	GCG	TPH1	LINC00261	HS3ST4	MAOB	RFX6	ST18	HDC	KCNH7	LINC00907	GC	GHRLOS	NEUROD1	PPY	PAX6	SEC11C	VWA5B2	DEPP1	FEV	FRMPD4	CRYBA2	LINC02532	NKX2-2	PTH2R	SLC18A1	DNAJC12	NPSR1-AS1	ROS1	KCNH6	MBOAT4	CDK5R2	MEGF11	RFX4	RBPJL	PCSK1	PTF1A	AP3B2	RGS4	SYT13	GCK	LHX5-AS1	HAP1	DPEP1
DESCARTES_FETAL_STOMACH_ERYTHROBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_STOMACH_ERYTHROBLASTS	HBG2	HBA1	HBG1	HBA2	RGS6	HBM	HBB	SLC25A37	ANK1	HBZ	AHSP	ALAS2	HEMGN	SPTA1	SPECC1	SLC4A1	BLVRB	SLC25A21	SPTB	SNCA	CDC27	USP15	TLCD4	CAT	GYPA	RIPOR3	EPB42	GCLC	C17orf99	EIF2AK1	FECH	RHAG	OSBP2	ABCB10	MAP2K3	HMBS	XPO7	SLC25A39	TRAK2	NPL	CPOX	CR1L	MYL4	GYPB	USP32	RHCE	PPME1	RBM38	H1-2	KEL	FAM117A	ABCA7	TSPAN32	GYPE	TMCC2	ALAD	ERMAP	UBE2O	RHD	NFE2	E2F2	SNX22	DLGAP5	KLF1	SHCBP1	TENT5C	TRIM58	TRIM10	RNF224	SPC25	BIRC5	UROS	DCAF12	CROCCP2	SEC14L4	FAM83D	KIF15	SLC38A5	UROD	MINPP1	CDC20	ART4	MARCHF2	RILP	CDKN2D	ABCC13	YOD1	MXD3	TUBB1	TF	CDCA5	SLC14A1	DEPDC1B	RFESD	ACSL6	STRADB	INCENP	PARPBP	LINC02506	SCARNA22
DESCARTES_FETAL_STOMACH_CILIATED_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_STOMACH_CILIATED_EPITHELIAL_CELLS	DNAH12	CDHR3	LRRIQ1	NEK10	DNAH9	CFAP299	CAPS	DNAH3	CFAP54	CFAP157	DNAH11	STK33	DNAH7	DCDC1	TMEM232	VWA3A	CFAP43	DNAAF1	KIAA2012	SPAG17	HYDIN	WDR49	ULK4	ARMC3	TMEM190	CCDC170	TPPP3	CCDC190	DNAI1	ADGB	ERICH3	DNAH6	KCNE1	TTC29	ANKFN1	LMNTD1	CDC20B	RSPH1	CCDC30	CFAP73	DTHD1	CFAP70	FHAD1	DNAH10	SPAG6	SPATA17	CFAP221	SNTN	ZBBX	RGS22	SPEF2	CFAP251	C8orf34	TEKT1	CCDC146	NEK11	ANKUB1	FOXJ1	CCDC60	SPATA6L	ODF2L	CFAP44	KIAA0825	CFAP94	FAM227A	CDHR4	DNAI4	CFAP45	VWA3B	MAP3K19	FABP6	ECT2L	PIFO	DRC1	EFCAB6	C4orf47	CFAP52	EFHC1	DNAI2	C20orf85	FANK1	ARMC4	ABCA13	ALDH3B1	DNAH5	DNAI3	DLEC1	AK9	BBOF1	ROPN1L	NEK5	AK8	TOGARAM2	CFAP91	C9orf24	SPATA18	CFAP46	DNAH2	ZMYND10	C1orf87	CCDC173	CSPP1	LRRC46	CFAP100	FAM183A	LRRC6	PPP1R42	FRMPD2	LRRC23	PPIL6	IQCH	C5orf49	ODF3B	MARCHF10	TRAF3IP1	DRC3	CCDC40	ZNF474	NWD1	AK7	TTLL9	NRAD1	FAM216B	HOATZ	C6orf118	DYNLRB2	VNN3	ARHGAP39	CCDC113	TTC25	CFAP69	CC2D2A	TTC21A	MNS1	CFAP77	STOML3	CFAP61	CFAP126	EFCAB1	TMEM67	DRC7	TMEM231	CROCC2	FAM81B	CFAP20DC	CCDC81	ANKMY1	SAXO2	TMEM212	CLUAP1	STMND1	RSPH9	CFAP74	CFAP206	NME5	KIF6	CABCOCO1	PSENEN	LEKR1	SPA17	EFCAB12	CFAP53	DCDC2B	RPGR	C1orf194	CIBAR2	CAPSL	RP1	LDLRAD1	IQUB	CCDC114	MAPK15	DNAAF3	AGBL2	AC013470.2	CCDC148	DNAJB13	CERKL	CSRP3-AS1	MORN5	GRM5	LINC02345	SLC9C2	C9orf135	CES4A	CFAP65	CFAP57	C8orf37-AS1	CFAP47	CTXN1	CFAP58	CCDC17	TUBA4B	AKAP14	EFHC2	KIF9	CCDC191	SYNPR-AS1	PRH2	WDR54	DEUP1	OSCP1	LINC01392	TCTN1	ENKUR	LINC00271	C1orf158	BCYRN1	TTLL10	B9D1	FBXO36	CCDC33	KIF19	MORN2	FAM229B	CCDC162P	MYCBPAP	ANKRD66	DYDC2	TTC23L	LINC02166	C9orf116	ZDHHC1	WDR93	NME9	CFAP300	TSPAN19	IL5RA	FBXW9	DOC2A	C7orf57	DNALI1	SPEF1	CCDC65	FUZ	SPACA9	LCA5L	AC125611.4	CCDC13	SLFN13	EFHB	C16orf71	RSPH14	OXTR	MB	CCNO	LRRC10B	FAM81A	CCDC78	WDR38	MAT1A	LRRC73	BBS5	CCDC151	FAM174A	ATG9B	CCDC96	CATIP	PPP1R36	RRAD	THBS3-AS1	MDH1B	LRTOMT	PPP1R32	CCDC189	PIH1D2	RAB36	AC027237.3	CCDC181	TEKT2	AC004990.1	C10orf67	C17orf97	C22orf15	SVOPL	AC092802.1	PLEKHG7	TCTEX1D4	CDKN2B-AS1	SCGB2A1	TTC16	CST6	PRR29	HAGHL	IQCD	RSPH10B	FAM166B	ZMYND12	C2orf73	ZNF20	LRRC27	SPAG8	GON7	RSPH10B2	FAM167A-AS1	ENKD1	SAMD15	WDR86-AS1	ANKRD18B	WDR90	ZC2HC1C	LINC00589	AC090001.1	AL357153.1	CYP4B1	LINC01708	LRRC71	CD164L2	LINC01765	TEKT3	TCTE1	ANKRD44-AS1	ZNF497
DESCARTES_FETAL_STOMACH_SQUAMOUS_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_STOMACH_SQUAMOUS_EPITHELIAL_CELLS	KRT4	KRT13	KRT5	AQP3	S100A2	SFN	S100A9	KRT15	SERPINB2	DSG3	TACSTD2	KRT6A	NECTIN1	TMEM40	RHOV	SPINK5	SERPINB5	TP63	PKP1	LYPD3	CALML3	LINC01889	ZNF750	CAPN14	A2ML1	PAX9	SPRR3	GBP6	KRT6B	NECTIN4	COL17A1	TMPRSS11A	LY6D	NMU	TNS4	FAT2	SCNN1B	GJB3	TCN1	CAPNS2	CALML5	APOBEC3A	GALNT14	PLEKHN1	LINC01644	PCP4L1	KRT6C	TMPRSS11B	FGFBP1	KRT17	GJB6	SERPINB13	CARD14	GPR87	FOXN1	UPK1A	CLCA2	ADH7	DLK2	JMJD7	SERPINB10	S100A3	KRT16	CYP11A1	TMPRSS11BNL	DSG1-AS1	FAM83C
DESCARTES_FETAL_STOMACH_PARIETAL_AND_CHIEF_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_STOMACH_PARIETAL_AND_CHIEF_CELLS	ATP4B	ATP4A	MFSD4A	CBLIF	ESRRG	B4GALNT3	GREM2	PRDM16-DT	ALB	DUSP4	KCNJ16	KCNE2	TRIM50	SIGLEC11	GPT2	FAM162A	RAB11FIP2	CKM	CYB5R1	FGA	CDH10	AOC3	PDHA1	PAQR5	ANGPTL3	FGB	PNPLA1	CKMT2	EPN3	SULT2A1	AQP4	FRMD1	ODAM	MYBPC3	ASB11	MTCO3P12	SERPINA5	DHRS2	APOBEC2	ETNPPL	GLYATL1	CLEC3A
DESCARTES_FETAL_STOMACH_MUC13_DMBT1_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_STOMACH_MUC13_DMBT1_POSITIVE_CELLS	DMBT1	APOA1	MUC13	APOB	ALDOB	MT1G	APOA4	CPS1	SLC15A1	CDHR5	MAMDC4	GDA	MT1H	PHGR1	MTTP	SLC19A3	ONECUT2	AMN	MYO7B	SI	MALRD1	SPIB	CDH17	RBP2	KRT20	GUCY2C	LGALS4	ANXA13	GK	MEP1A	CES2	OLFM4	APOC3	ACSL5	PRSS3	MELTF	MGAM2	ACE2	MUC17	NR1H4	SCTR	SULT1E1	MT2A	CDHR2	HKDC1	EPS15-AS1	TM4SF20	HSD17B2	CLDN2	EPS8L3	BAIAP2L2	ADGRG7	BTNL3	PIGR	VIPR1	MT1F	CDX1	LHFPL3-AS2	SLC6A20	GPA33	TRPM6	ISX	SLC5A12	MOGAT2	SLC26A3	TRIM31	CHP2	FZD5	GUCA2B	CREB3L3	GCNT3	IYD	PDZD7	ENPP7	SLC5A9	CCL25	KHK	ADRA2A	NR1I2	GPD1	SLC17A4	OTC	HNF4A-AS1	MUC3A	MIR194-2HG	GDPD2	ANKS4B	NMUR2	CHST13	LRRC66	PCK1	ANKRD40CL	CYP2B7P	ABCC6P1	MGC32805	PLA2G12B	LINC00543
DESCARTES_FETAL_STOMACH_MYELOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_STOMACH_MYELOID_CELLS	CD74	CST3	HLA-DRA	HLA-DRB1	HLA-DPA1	TNFRSF1B	HLA-DPB1	CD83	C1QC	SPI1	CPVL	CSF2RA	JAML	MYO1F	PLAUR	WDFY4	HLA-DRB6	IRF8	CD4	C1QA	HLA-DQA1	NR4A3	CYBB	HLA-DRB5	ADAP2	TBXAS1	RILPL2	CD14	MMP9	MPEG1	FGD2	RUBCNL	CD163L1	DNASE1L3	HLA-DMA	PLD4	HLA-DQB1	MERTK	PIK3AP1	HCK	CIITA	FCER1G	IL1B	C1QB	CLEC7A	ATP8B4	CD84	ITGAX	MS4A6A	PLEK	CD300A	CCDC26	HLA-DMB	ADGRE2	MS4A7	CD86	NCF2	FLT3	IGSF6	HACD4	LTV1	CSF3R	PTAFR	TYROBP	LINC00996	IDO1	TRPM2	GCA	ALOX5	LY86	MS4A4E	S100A8	NAPSB	IFI30	IDO2	NFAM1
DESCARTES_FETAL_STOMACH_GOBLET_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_STOMACH_GOBLET_CELLS	MUC6	MUC5AC	LGR5	TFF2	CXCL1	CXCL5	CSF3	A4GNT	UGT2B15	FGF20	IL17C	FBP2	SLC22A8	CA9	GKN2	GKN1
DESCARTES_FETAL_STOMACH_STROMAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_STOMACH_STROMAL_CELLS	COL3A1	DCN	COL1A1	PDGFRA	FBLN1	MFAP4	MYH11	CXCL14	COL6A3	EMILIN1	CD248	PTCH1	FENDRR	ACTG2	HSPB6	NELL1	ACTA2	SFRP2	NRK	EBF2	PCDH18	FOXF1	C7	AC005165.1	SCARA5	SRPX	TAGLN	TMEM119	BMP5	CAPN6	PLAC9	VSTM2A	SHISA3	FOXF2	DPT	ANGPTL6	OSR2	TWIST1	GLIS1	TWIST2	GLYATL2	ITGA11	CNN1	MDFI	ANGPTL1	INHBA	PTGER1	TRPA1	VSTM2A-OT1	PI16
DESCARTES_FETAL_STOMACH_ENS_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_STOMACH_ENS_NEURONS	CNTNAP2	KCNIP4	UNC5C	SYT1	CTNNA2	DSCAM	EML5	DPP6	GAP43	CNTN5	ELAVL4	OLFM1	STMN2	SYN2	PTPRR	SPOCK1	DCX	PHOX2B-AS1	MAP6	FSTL5	CUX2	PLD5	SHROOM1	CHRNA3	FAM163A	PCBP3	ELAVL3	INA	LINC01695	EEF1A2	SOGA3	FHOD3	ATCAY	HOXB5	MIR137HG	TUBB2B	NOS1	MYT1L	SEZ6L	NPTXR	SLC5A7	LHFPL3	PRPH	KLF3-AS1	ANKRD29	STAC	MAPT	KCNQ3	SHF	NPY	SYT5	UCHL1	TUBB2A	ARPP21	PCDH15	OLFM3	NWD2	ACTL6B	LRFN2	ADCYAP1R1	CNGB1	RGS11	LINC02641	NKAIN1	CELF5	HCN1	ATP1A3	NDRG4	TCEAL5	WDR5B	TMEM255A	LINC02198	ZNF77	SCN11A
DESCARTES_FETAL_STOMACH_LYMPHOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_STOMACH_LYMPHOID_CELLS	BACH2	SKAP1	LEF1	BCL11B	IL7R	CD247	TCF7	THEMIS	TRBC2	CD52	LTB	PTPRCAP	TMC8	CD3E	CD6	CD69	NIBAN3	ITK	CD3D	SCML4	CD7	CD3G	LCK	SAMD3	CD28	STAT4	TRAF3IP3	TXK	CD2	CCR7	SH2D1A	ICOS	CD5	SELL	PTPN7	CD27	LINC01934	GPSM3	SEPTIN1	TBC1D10C	PRKCQ	IL21R	IGHM	MFNG	RASGRP2	RASAL3	GATA3	FAM78A	GVINP1	TRAT1	ZAP70	KLRB1	MATK	NKG7	TMIGD2	AGAP2	EPHA1-AS1	LAT	PAX5	PCED1B-AS1	SIRPG	CD79B	MS4A1	CD79A	SASH3	SHISAL2A	LTA	CTSW	RAC2	GZMM	ICAM3	S1PR4	PYHIN1	MYO1G	CHI3L2	OAS2	IL2RB	ZNF831	CORO1A	LINC02328	GZMA	TAP2
DESCARTES_FETAL_STOMACH_ENS_GLIA	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_STOMACH_ENS_GLIA	NRXN1	PTPRZ1	ZNF536	SOX2-OT	NKAIN3	SLC35F1	PLP1	NKAIN4	NKAIN2	EDNRB	OLFML2A	TFAP2A	S100B	CDH19	MOXD1	MPZ	CHL1	COL5A3	KIRREL3	ABCA8	ADAM23	TSPAN11	FAM78B	LGI4	PRIMA1	SOX10	VGLL3	COL20A1	SLC15A3	EGFLAM	ENTPD2	CRYAB	ATP1A2	WDR86	TMEM71	LINC01505	AIF1L	LINC01192	CRYM	IGSF11	GABRA2	HEYL	ELOVL2	SNHG19	ADGRB1	CCN3	CALHM2	PPP1R1C
DESCARTES_FETAL_STOMACH_PDE1C_ACSM3_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_STOMACH_PDE1C_ACSM3_POSITIVE_CELLS	ERBB4	RHOBTB1	PDE1C	TFCP2L1	ADARB2	ACSM3	NOX4	ATP6V1A	GABRB2	AMACR	ATP6V0A4	STAC2	ATP6V0D2	WNK3	STUM	FOXI1	SHISA2	KCNE4	PSEN2	CNBD1	CPSF7	MFSD6L
DESCARTES_FETAL_STOMACH_VASCULAR_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_STOMACH_VASCULAR_ENDOTHELIAL_CELLS	FLT1	APLNR	PLVAP	EPAS1	CD34	KITLG	A2M	MADCAM1	SOX7	EMCN	CYYR1	KANK3	NOTCH4	CLEC3B	SELE	PRND	PCDH12	MEOX1	NKX2-3	TM4SF18	CLEC14A	CCM2L	ARHGEF15	CPNE5	ESAM	BCL6B	TMEM233	TBXA2R	LINC01362	GALNT15
DESCARTES_FETAL_STOMACH_MESOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_STOMACH_MESOTHELIAL_CELLS	SULF1	PDZRN4	GFPT2	CDON	WT1	WNT2B	C3	RSPO3	CAVIN2-AS1	ALDH1A2	GAS1	TFPI2	COL8A1	PTPRQ	LINC02232	UPK3B	HAS1	BNC1	NPHS1	LINC02643	LRP2	AOX1	LINC02360	FAM110C	SPHKAP	NXPH2	RSPO1	CBLN2	BST1	TGM1	HHIP-AS1	TNNT1	CFB	BDNF	RN7SL180P	TMPRSS11F
DESCARTES_FETAL_STOMACH_LYMPHATIC_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_STOMACH_LYMPHATIC_ENDOTHELIAL_CELLS	TFPI	CCL21	LINC02147	NFATC1	STAB2	AL357507.1	MMRN1	SULF2	KLHL4	NTS	PARD6G	MYZAP	SLC41A1	RASSF9	PTGS2	RADIL	AP001636.3	CTSL	EFCC1	TNFAIP8L3	TMEM140	RTN4RL1	LY86-AS1	AKR1C2
DESCARTES_FETAL_THYMUS_THYMIC_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_THYMUS_THYMIC_EPITHELIAL_CELLS	DPP6	SLIT3	PRKG1	PRSS16	PTPRT	FAM163A	ROBO2	TBATA	RBMS3	LRRC4C	COL27A1	ATP10B	SDK1	EYA2	XKR4	NRXN3	TENM3	SNX29	SORBS2	ADARB2	ARHGAP42	MCF2L	L3MBTL4	SH3RF3	UST	CLTCL1	SYNE1	BNC2	NHS	PLTP	CDH3	KIAA1549	EPHA6	LINC01482	KCNQ3	TMEM163	TP63	WNK2	PTPRF	COL19A1	THSD7B	CLVS1	CLEC1A	EGFR	NEURL2	SYNPO2	RMDN2-AS1	EYA1	GGA2	KANK1	EYA4	GLI2	C12orf56	ADAMTS17	EPB41L4A	ASTN2	ABCA3	PLXDC1	LINC01250	FYB2	UNC5D	MGMT	CCL25	CDH4	OXCT1	SLCO2A1	AC087235.2	ANK3	GABRG3	SORCS1	CDC14B	FMN1	IGDCC3	CDH1	EXOC3L4	FRAS1	TRPM3	SLC6A1	SLC46A2	ADGRG2	CACNB4	SPOCK1	FOXN1	ESRRG	IL1RAPL2	MIR205HG	ALOX12P2	B3GALT5	MYO3A	ANO9	FRMD1	PKNOX2	CD274	PATJ	LINC00511	MAPK4	DANT2	FREM1	ANKRD18A	GHR	NPFFR2	COL17A1	FGFR2	MTCL1	PASK	MAPK10	KCNIP3	SORCS2	KRT19	ENPP3	CACNA1I	PAPLN	RHPN2	ACHE	PTPN13	KRT5	DSG3	AL033523.1	SLC36A1	CNTN3	AC127526.2	OTUD7A	KCTD1	GPLD1	LINC00173	CLEC2L	LMO3	SLC44A3-AS1	MOB3B	TP53AIP1	ENPP7P10	ANKRD22	DEPTOR	C11orf16	Z93022.1	BCHE	LINC01644	SLC9A3-AS1	ERICH3	LINC01500	ACO1	ST7	COL26A1	IRF6	PAX9	NPIPB2	OSMR-AS1	CTSV	HSPB8	BCAS4	KCNJ5	GPHN	NPTX1	DSC2	CSRNP3	MYO5B	FAM83B	CACNB2	DPH6-DT	PNCK	B4GALNT3	ADAMTS14	NPHS1	PPP1R26-AS1	ENPEP	CLIC6	SLC46A1	C1RL-AS1	RNF43	LINC00963	SYNDIG1	ENPP6	TOX3	ESRP1	PLEK2	ZNRF3-IT1	GSTCD-AS1	HSPA4L	PKP1	PPARGC1A	FAM20A	LINC01357	CYP26B1	MGAT4C	KCNH7	GLB1L3	FAT2	GRIP1	LARGE2	PTPN3	CGNL1	MIR3936HG	PITRM1	RASEF	TRPM6	BMP7	CDS1	HS6ST2	PLEKHH3	RPS6KA6	MICALL2	ANGPT1	CMYA5	AC104123.1	SGPP2	EARS2	KREMEN2	ANKFN1	FAS	SMC5-AS1	IQSEC3	PNMA8A	TMEM63B	SH2D4A	FAM135B	GSTO2	RARG	B3GAT2	CXXC4	H2AZ1-DT	LINC01503	TLE2	KLF3-AS1	MIR31HG	CDH7	COL4A6	ACTA2	EVA1A	RPS23P6	RMST	NKAIN4	AFAP1L2	PPFIA3	HSPA12A	MPZL2	ZRANB2-AS2	ZNF483	MIR583HG	CAP2	IL31RA	MAP7D2	EML6	SGSM1	TP53I3	SEZ6L
DESCARTES_FETAL_THYMUS_STROMAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_THYMUS_STROMAL_CELLS	COL1A2	COL1A1	COL3A1	IGF2	POSTN	SPARC	H19	DCN	FBN1	COL5A1	COL5A2	FSTL1	VCAN	SEMA3C	ISLR	COL6A1	LUM	COL12A1	CKAP4	DLK1	MXRA5	FBN2	LTBP4	ELN	THBS2	ASPN	FBLN1	OGN	MEST	C1R	PCOLCE	CD248	MFAP5	GPC3	ADAM12	MMP2	CCDC80	PLAT	SFRP2	COL14A1	IGFBP5	MMP14	NTRK2	PLAC9	MGP	BGN	LOX	SERPING1	MRC2	OLFML3	PRRX1	TENT5A	SRPX	PI16	SCARA5	LRP1	COL6A6	ADAMTSL3	TIMP1	ADAMTS5	FBLN2	COL5A3	CHPF	GXYLT2	HTRA3	ANOS1	EBF2	GPX8	FMOD	SSPN	PDPN	C1S	MFGE8	CCDC8	LGALS3BP	HSPB6	PDGFRA	PMP22	SFRP1	SERPINE2	S100A6	FLNC	ADAMTSL4	FKBP10	P3H4	NOVA1	FKBP9	NCAM2	GJC1	CERCAM	METRNL	TMEM39A	ADAMTS15	C3	ZNF503	PCDH7	TCEAL9	CCN3	KARS1	FKBP14	RCN3	CRABP2	HCG11	FGF18	FAM227A	EMILIN1	CDK2AP1	LINGO2	PI15	ADAM33	S1PR3	CREB3L1	CLEC11A	FNDC1	IL11RA	PSENEN	MFAP4	DHRS1	MAGED2	TNS2	P4HA2	ANGPTL2	NCAM1	SSC5D	LSP1P4	ITGB8	ZDBF2	GAS1	PTPMT1	SLC39A13	TSPAN17	FCF1	OBSL1	ARMCX2	DNAJC25	CCBE1	TSSC4
DESCARTES_FETAL_THYMUS_ANTIGEN_PRESENTING_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_THYMUS_ANTIGEN_PRESENTING_CELLS	CD74	HLA-DRA	HLA-DRB1	HLA-DPA1	WDFY4	WNT5B	HLA-DPB1	LYZ	KDM2B	CPVL	CCL22	SRGN	FLT3	CLNK	CD83	FSCN1	MMP9	CSF2RA	SLC8A1	FGL2	IGHM	BIRC3	HLA-DRB6	ARHGAP22	MCOLN2	TRAF1	MPEG1	IRF8	EPSTI1	FGD2	ZNF366	RAB31	IGKC	CYBB	TMCC3	MARCHF1	RASSF4	DAPP1	MS4A1	HCK	PLEK	IDO1	CTSH	IL6R	CYRIA	CTSS	ID2	EBI3	LRRK2	ABCC4	HLA-DQB2	GPR141	TLR10	MYO1F	HLA-DMB	SLAMF7	TMEM176B	IL1RN	SAMSN1	P2RY14	CD80	F13A1	SLC9A7	NABP1	C1QB	GPR132	CHN2	TYROBP	SPI1	DNASE1L3	C1QA	IDO2	KYNU	EDARADD	MS4A7	HLA-DRB5	LGMN	SLC24A4	CCL19	CXCL10	PAX5	ITGAX	CD163L1	SIGLEC10	CD14	MS4A6A	RASGEF1B	KCNK13	CD84	CXCL9	OTULINL	CD86	ICOSLG	TSPAN33	PTAFR	IL10RA	CLEC7A	GPR157	IL4I1	UNC93B1	NAAA	GNAO1	P2RY13	CMKLR1	MNDA	MIR155HG	SLC1A3	CPPED1	SEMA4A	LINC00996	LY86	THEMIS2	BCL2L14	TFEC	ABCC3	MMP25	ADAP2	TASL	C20orf27	APOBR	CLIC2	IL18	ANKRD55	FCRL5	FCER1G	HLA-DOB	ACSL1	PLCB2	MAFB	TLR2	GRIK4	CST7	FBXO27	ARNT2	BATF3	PLD4	ACOXL	CLEC9A	S100B	SLC16A3	CCL17	RGS1	IGSF6	GFRA2	ADAM8	P2RY6	STRIP2	CD68	NFAM1	NRG4	ASPHD2	ALOX5	FUCA1	IL18R1	SLC7A7	TFEB	SLAMF8	FGR	TSPAN13	P2RY10	CYTOR	ACSM3	LY96	PLB1	QPCT	RYR1	SPINT1	SLC15A3	NFKBIE	PLAUR	CEBPG	MPO
DESCARTES_FETAL_THYMUS_THYMOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_THYMUS_THYMOCYTES	THEMIS	CD96	LINC01934	TSHR	LZTFL1	LINC01222	PXYLP1	ARHGAP19-SLIT1	NEIL3	LIN28B	GVINP1	SKA3	UBASH3A	CDK6-AS1	AOX3P	PLK4	BEST3	PHGDH	HKDC1	KLRC4-KLRK1	LIG4	LINC00954	FBXO41	UBIAD1	LINC00539	LINC01749	ZFP1	TMSB15B	CD40LG	LTA
DESCARTES_FETAL_THYMUS_VASCULAR_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_FETAL_THYMUS_VASCULAR_ENDOTHELIAL_CELLS	CD36	ADAMTS9	LDB2	LRMDA	FGD4	ARHGAP29	MEOX2	CALCRL	FAM155A	ZNF521	TFPI	APLNR	PPARG	NRG3	NR2F2-AS1	COL4A1	RASGRP3	ANO2	ST6GALNAC3	DIPK2B	MECOM	CAV1	STOM	KALRN	EPAS1	SHANK3	WWTR1	RGS6	KDR	PROX1	A2M	MYO1B	EMCN	STAB2	CCL21	PGM5	PLVAP	DLGAP1	PCDH17	MET	NOVA2	ERG	RHOJ	RELN	ITGA6	NECTIN2	GASK1B	ADGRL4	DOCK9	PPFIBP1	EGFL7	MPP7	MMRN1	LINC02147	PRCP	PREX2	PTPRB	MPDZ	HMCN1	PTPN14	VWF	PCAT19	MEG8	CHRM3	STXBP6	COL15A1	GLIS3	THSD7A	NRN1	GNG12-AS1	MYRIP	FLT1	TLL1	PALMD	SHE	PRELID2	RNF220	LINC00472	AOC3	IL7	TNFRSF11A	CAVIN2	EPHB4	GJA4	ELK3	ARAP3	PODXL	SNTG2	LYVE1	FGD5	RNF152	FAM155A-IT1	ADGRF5	CLDN5	TIE1	TEK	PRR5L	RASIP1	BCAM	NR2F1-AS1	TGM2	RFTN2	EDEM2	ID1	WASF3	NFATC1	EGF	PDIA5	ADCY4	SCARF1	TACR1	SEMA3A	NR3C2	MYCT1	ECSCR	ABLIM3	MCAM	HOXB3	INO80C	DISC1FP1	NUAK1	TEFM	SCHIP1	HIF3A	CFAP161	CDK9	RADIL	PKHD1L1	UBTD1	ASNS	KANK3
TRAVAGLINI_LUNG_CLUB_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_CLUB_CELL	SCGB3A2	MGP	VIM	CTSE	RNASE1	SFTPB	PIGR	CYP2B7P	ERP27	SFTA1P	C16orf89	HSD17B13	CRACR2B	ELAPOR1	NIBAN1	RPL37A	STEAP4	SOX4	RPS19	GDF15	RPL37	CYB5A	RPS29	RPS12	RPS14	MET	RPL31	RPS23	AARD	FMO2	RPL32	CXCL17	ARHGDIB	RPL39	CRTAC1	AGR3	RPS21	RPLP2	RPS27	RPS24	RPS28	RPL34	TMSB4X	HOPX	SLPI	CEACAM6	MRPS25	CMAHP	FNIP2	RPL36	RPS5	RPL35A	FCGR2A	RPL11	RNF145	TPT1	RPL27A	MS4A15	RPL13AP5	S100A13	FAM20A	PTGS2	MGST1	HNMT	RPL10	RPL35	RPL12	SEL1L3	RPS8	RPS13	RPL27	SOCS2	GPRC5A	ZFP36L1	TIMP1	RPS3	RPL15	RPL30	RPS15	RPL18	RPS16	RPL23A	RPS7	RPL38	FXYD5	RPS20	FLRT3	HSD17B11	RPL29	RPL24	RPL13A	IL6ST	RPL26	FABP5	FOLR1	RPS15A	RPL13	SSR4	AREG	RPS6	RPL18A	RPL5	AHR	FAU	CST3	CLIC6	WSB1	RPL21	RPS11	RPL19	RPS3A	DAPK1	NEDD4L	SERP1
TRAVAGLINI_LUNG_CILIATED_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_CILIATED_CELL	C20orf85	TUBA4B	C9orf24	TEKT1	ZMYND10	SNTN	CIBAR2	CCDC170	RSPH9	C1orf194	RSPH1	ROPN1L	EFCAB1	DNAH12	LRRC46	HOATZ	LRRIQ1	CFAP52	C9orf116	CCDC78	HYDIN	SPAG17	DNAAF1	C5orf49	C6orf118	CAPS	PIFO	FAM183A	MORN5	ZBBX	FAM216B	DYDC2	TMEM190	CFAP53	CDHR4	CAPSL	ARMC3	DYNLRB2	CCDC17	LDLRAD1	DNAI2	DNAH9	WDR38	RSPH4A	CFAP43	DRC1	CCDC74A	TEKT2	FAM166B	DNAI1	C11orf97	CCDC74B	TMEM231	CCDC113	TPPP3	MNS1	ERICH3	PPP1R42	CD164L2	WDR86-AS1	TCTEX1D1	CATSPERD	TTC29	DNAAF3	DNAH6	CCDC65	C4orf47	CFAP54	EFCAB10	CFAP45	FAM81B	NME5	DTHD1	TTC25	DNAH7	CCDC173	SPAG6	C1orf87	ANKRD66	SPEF2	PPP1R32	GPR162	UBXN10	FANK1	ENKUR	CFAP251	WDR54	CCDC146	C1orf158	PPIL6	ADGB	DNAI4	FHAD1	RIIAD1	CETN2	SPATA17	LRRC6	SAXO2	FABP6	PACRG	OSCP1	ODF3B	VWA3B	KCNE1	EFCAB12	RGS22	SPEF1	STMND1	SPAG8	DNAH2	TNFAIP8L1	DNAH3	RAB36	CCDC153	IQCD	DAW1	CCDC114	C7orf57	C22orf15	C6	LRRC23	UBXN11	DNAI3	IQCG	C11orf16	SPATA18	AKAP14	LRRC10B	C21orf58	LRRC71	RIBC1	DNAAF6	MS4A8	LRRC34	RABL2A	EFHC1	C12orf75	MAP1A	TMEM212	AK7	STK33	DNAJB13	NEK5	TSPAN19	TCTEX1D4	DNAH11	CFAP221	LRTOMT	DCDC2B	ECRG4	AK8	PIH1D2	CFAP57	CFAP94	FAM229B	CCDC30	FAM227A	IFT22	CATIP	C9orf135	CDHR3	CEP126	MOK	STOML3	HAGHL	RIBC2	NEK10	CFAP74	IFT27	DNALI1	RABL2B	RSPH14	ARMC4	EFHB	B9D1	NEK11	MORN2	CFAP46	DYNLL1	DYNC2H1	APOBEC4	TSPAN1	FOXJ1	SLC22A4	DRC7	MAP3K19	CENPM	NPHP1	MARCHF10	CCDC181	DENND6B	CCDC40	C2orf73	NRAV	C5AR1	TEKT3	SPATA4	TCTN1	DPCD	IL5RA	PRR29	RUVBL2	SPA17	TMEM107	FBXO15	IFTAP	DNAH10	CFAP61	ZDHHC1	CFAP58	CFAP47	LRGUK	IQCK	CFAP70	DNAH5	CCDC33	TTC21A	CCDC151	PSENEN	TMEM232	SLFN13	TTC16	CCDC157	IK	USP2	RUVBL1	SMPD2	FBXO36	LRRC74B	GET1	CALM1	CIB1	TEX9	NQO1	CCNA1	DLEC1	C20orf96	MLF1	PZP	RP1	C16orf71	DZIP3	LRWD1	TEKT4	RFX3	C15orf65	ECT2L	MDH1B	DALRD3	SPAG16	LKAAEAR1	PTPRT	DZIP1L	FLACC1	KIF9	IFT46	LRRC18	GRIN3B	IQCA1	UFC1	AK9	MAP1B	CFAP91	SCGB2A1	KIF19	PKIG	IFT43	ORAI2	KIF27	FTO	DNAL1	SSBP4	IFT88	EFHC2	KLHDC9	BICC1	CFAP69	KNDC1	DUSP18	GLB1L	TSNAXIP1	WDR93	FAM174A	CHST6	IQUB	TTC26	FAM47E	SPATA33	MORN3	PRDX5	VNN3	ANKRD54	GAS2L2	OCEL1	COPRS	FBXW9	CSPP1	TTLL10	WRAP53	CCDC96	TUBA1A	TMEM67	TRAF3IP1	RPGRIP1L	WDR49	FAM166C	GSTA3	NELL2	TSGA10	GIPR	MAK	KIF21A	EFCAB2	TUBB4B	ANKMY1	CLUAP1	IGFBP7	ERICH6-AS1	CD4	ARMC2	DYNLT2B	VSTM2L	P4HTM	RBKS	C1orf141	ODF2L	DYNLT1	CST6	DNPH1	CH17-340M24.3	TP73	STOX1	ABITRAM	PCSK1N	GNA14	HHLA2	CEP41	PPOX	KCNRG	CDKL1	CFAP44	NUDC	MAPRE3	KIF3A	CKB	LMNTD1	ZMYND12	LCA5	C8orf34	RSPH3	ANKRD45	ALDH3B1	CNTRL	B9D2	ALOX15	MORN1	TRIP13	CC2D2A	CTSS	SPAG1	TMEM45B	DYNC2I2	AGBL4	STPG1	EFCAB6	GAS8	TCTN2	DYDC1	HACD4	CCDC60	DEGS2	DOC2A	OSBPL6	UBAC1	CWH43	ODF2	DYNC2LI1	CCDC34	TTLL5	KATNB1	IQCE	PPP1R36	C22orf23	CCDC81	HIPK1	ZC2HC1C	WDR19	SMIM5	NME7	COQ4	CCDC24	CDS1	LRRC73	PLAC8	SPON2	APOO	MAPK10	MIPEP	C1orf189	NHLRC4	CHST9	LXN	DNER	KIAA2012	HSPB11	BAIAP3	DZANK1	ICA1L	ACYP1	CCDC148	CERKL	TMEM254	RPA3	IFT172	LZTFL1	ARHGAP18	PNMA1	ULK4	AKNA	MAP6	FGF14	UBE3D	KCNN3	HSP90AA1	SPATA6	LINC01571	PALMD	IFT74	NSUN7	MAILR	IFT81	PCAT19	MRPS31	SRI	CLDN3	MAP9	ENO4	CEP83	NEK1	PITPNM1	CFAP36	KATNIP	CRISP2	IQCH	ZNHIT2	DMKN	TSPAN6	ENKD1	CLMN	RHPN1	LCA5L	IFT57	ZC2HC1A	HMGN5	GPC3	CES1	GPX4	DYNC2I1	TNFRSF19	TUSC3	DNAL4	PLTP	ZNF440	CBY1	SYNE1	HES2	SRD5A2	FDXR	CCDC138	MAOB	DNAH1	PRR7	SYS1	CCP110	NWD1	ZBED5-AS1	PHTF1	FAM104B	SLC27A2	STING1	PRSS12	AGTRAP	TJP3	GALNS	RPGR	PLEKHB1	CCDC39	TTC12	MYB	EPPIN	ANKUB1	GLB1L2	INTU	LRRC49	ALMS1	IFT52	HSPBP1	TRIM29	MCAT	C11orf49	DNAJA4	RNF130	CEP290	IFT122	ELK3	IGFBP5	FUZ	UNC119B	FBXL13	TMC5	RCAN3	C4orf48	ARL6	STYXL1	FSD1L	SCCPDH	PFN2	C2orf81	C9orf72	CYSTM1	BCO2	HSPH1	OXTR	MEIG1	CCDC184	WFDC6	CEP19	CASC2	CCDC89	CCDC80	PAIP2B	UNC93B1	UCP2	PPP1R7	GLT8D1	UCKL1-AS1	AGR3	TTC21B	ZNF688	BCAS3	SYT8	H2AJ	CNPY3	GAS7	PGM2L1	SMIM6	KIAA1841	PCYT2	VWA3A	SMYD2	IFI6	ARL3	PDLIM4	PCM1	ANKRD42	C10orf67	GOLGA2P5	AKR1C3	AHSA1	ERGIC3	NUCB2	SPATA6L	EP300-AS1	DZIP1	ST6GALNAC2	KLHL32	CENPBD1P1	OSBPL3	CEP97	CYP27A1	CCDC88C	ATP6V1D	ENDOG	SPATS1	PTPRN2	IFT20	TTC30B	EFCAB11	FAIM	RRAD	CRACDL	CTXN1	FAM161A	CFAP20	CAPS2	PPP1R14C	TSPYL4	LRRC27	WDR90	AGR2	PTGES3	TTC5	MPDZ	RBM38	WDR35	LAMC2	BBS4	AKAP9	NAT1	IL7	CDKN1A	NAT14	ARHGAP39	TTC8	CD59	IDH2	SQLE	WDR92	MUC12	TTLL7	SLC35A2	CYB561	TP53TG1	CDKN2A	CCDC66	ARMC9	KATNAL2	GCLM	TBC1D8	VDAC3	APH1B	COL21A1	VRK3	NANS	PRR15	MUC15	CLDN16	CNTN5	JOSD2	TMEM53	SIGIRR	PRUNE2	POLR2I	GCC2	CEP162	STRBP	EPPK1	STX2	TMEM138	POLD2	KLHL6	PPP1R16A	MAGIX	LRRC61	DIXDC1	LYPLA2	PLIN3	AZIN1	BBS9	CEP164	CRISPLD1	APPL2	SMKR1	PSMD10	RAB28	MDM1	SMAP2	CYGB	SLC25A14	ABHD11-AS1	KCTD12	PGAP1	MARCKS	METTL7A	BBIP1	ANKRD26	P4HA2	METRN	DPY30	FANCF	ABHD11	DCDC2	BCAS1	ERICH2	GFOD2	COLCA2	STOM	PIP	SERPINB6	RUNDC1	SSB	MYO1E	IFT80	WDR13	B3GNT7	IFT140	TPST1	WARS1	LEKR1	HMGB2	FTH1	TUFM	RHPN2	ANKZF1	VPS35	DNAJC10	ABCA13	CEP43	GBP3	ARL13B	PLEKHS1	MORF4L2	APBB1	SPATA7	SEC14L3	SIX1	CLGN	LRRC4	MRPL40	LGALS1	TAX1BP1	CRLF1	TMF1	MICOS13	ZNF273	CLHC1	PIBF1	CES4A	TMEM154	IQCB1	LMLN	PPIE	HSBP1	UBB	ECI2	TBCB	MSRB1	GALK2	PIN1	COQ10A	PROM1	SMIM22	HADH	YWHAH	GOLM2	ALDH3A1	GALC	GSTA1	CCDC69	ANXA1	CNIH2	CDKN2D	MSH3	TUBGCP2	IQGAP2	JKAMP	SLC16A5	ALDH1A1	CLDN1	PLCH1	KIF3B	RALB	S100A11	RFX2	CFDP1	ITGB8	CYP4X1	STK36	SMIM19	RNF32	CCDC88B	RHBDD2	NUDT7	KIFAP3	CEP89	SARAF	HNRNPF	CIPC	GSN	LRRC56	AP3M2	PAIP2	ANKRD37	TP53INP1	PPME1	SFXN3	H2BC5	CLDN8	DRAM2	PLEKHG7	ATP9A	SPATS2L	BPHL	CACNG6	OR7E37P	KLHL13	SEMA3C	TMEM121	CCDC28A	TUSC2	DAPP1	TRAK1	TSTD1	SPTBN1	MKS1	CIR1	AMZ2	CHCHD6	ADSS1	RPP38	DMD	HSD11B1L	DICER1-AS1	KRT80	GSTA2	TMEM59	CALM2	CTSL	XPNPEP3	PSMD4	PPID	LRRC45	TULP3	CLIC6	LBH	KCNH3	AIG1	SCARF2	GBP1	DNAAF5	SYTL3	THNSL2	MPC2	TSPAN3	PAPOLA	PLXNB1	NSMCE1	BBS5	PLXNB2	LSM4	PXN	RRAGD	NGRN	STAM2	MGMT	WDR73	RRAGA	SCAMP4	CHMP5	CNTD1	WLS	TMC4	BUD31	ICMT	ETNK1	CRNDE	AMPD3	EZR	DNAJC16	LMO2	ANAPC4	TMEM14B	ERICH5	MEAF6	MGST3	LINC00467	SNW1	TP53BP1	BAIAP2L1	RNPEP	RARRES1	C11orf53	IGF2BP2	CROCC	PPP4R3B	EPB41L4B	PRPS1	SLFN5	HMGN2	MNAT1	DNTTIP1	SNX7	CD24	PSMG3	NCS1	ISCA2	MRPL23	ATP6AP1	ACAP1	ENAH	ANXA5	ADGRE5	PYCR2	ZNF664	MYG1	NUDT14	ABI2	DDX3Y	YBX3	NEK4	ANXA4	GPX2	SGPL1	USP43	ZNRD2	BANF1	LAP3	RTP4	AZI2	SYTL2	CARS1	KDM1B	HMGN3	CHCHD5	BAIAP2	PAPSS1	PDK4	GSTP1	CYB5R1	EBNA1BP2	DTX3	ZNF204P	FAM221A	ENPP5	MTF1	TTC39C	PEX6	SOD1	TPRG1L	SSBP3	KRT42P	CSTB	PIGQ	POFUT2	SMIM14	CLTA	ESPN	MRPL41	PRR13	EVI5	NOP56	PIGT	ASL	CMTM6	DGKH	SHANK2	FOCAD	STEAP3	CCNDBP1	CDC14A	MYEF2	TRNAU1AP	HSPD1	UGDH	GLUL	CDC42EP3	EVA1C	SNHG10	MDH1	SRA1	MED25	BIN3	C6orf132	TMEM218	KIF2A	PSMB5	CHIC2	C10orf95	DUSP4	CCN2	PSD3	SUDS3	CCDC82	BASP1	SHROOM3	SIX4	CABIN1	SOAT1	SLC44A4	RAMP1	GOLPH3L	IRF2	ATP6V0D1	PLSCR1	BCL2L1	SLCO3A1	OAS2	IL20RA	C5orf15	B3GNT5	MED31	SCPEP1	GOLGA2P7	PRRG4	SPAG7	HAGH	RPA2	RRM2B	GNAI2	POLD3	CHMP2A	XRRA1	NAP1L1	HIBADH	ZNF106	ANG	TMEM68	DTX2	THADA	CTBP2	BBS2	PPP1CB	SLC25A4	CALM3	MZF1	HSPA8	LITAF	MUC4	ANXA2	XRCC1	ANKRD65	C6orf52	CSNK1G2	FAM172A	COBL	CHMP2B	CYTH2	AKR7A2	PLAAT3	MAT2B	PRDX1	LDLRAD4	INHBB	ARL4A	GABPB1-AS1	EFHD2	NDUFAF3	CNDP2	ORMDL2	DNAJB6	NDUFAB1	SLC22A23	THYN1	GADD45A	ZNHIT1	DNAJA1	MTSS2	DSTN	SORBS2	IFI44L	ATXN7L3B	MFSD10	SYNE2	DYNLRB1	ZNF3	USP51	BBC3	RILPL2	KIAA0232	DSP	SUGT1	AHNAK2	CDC14B	TTC9	CDC16	CD164	NAA35	WWC1	ELF3	ANAPC5	SNX3	INTS10	PFDN5	SRGAP3	GLIPR2	COG7	BACE2	RPS4Y1	USP11	LRP11	SOX2	LRRC26	OMA1	COA3	H1-2	FSTL1	SLC12A7	ENOSF1	PRRT3	NAA20	TAT-AS1	LIMK2	FDFT1	SYTL1	WFDC21P	CLSTN1	CSNK1G1	ETV6	ANXA11	CHURC1	NT5C3A	GLYR1	BHLHE41	C4orf3
TRAVAGLINI_LUNG_PROXIMAL_CILIATED_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_PROXIMAL_CILIATED_CELL	TUBB4B	DYNLT1	DYNLL1	UFC1	TUBA1A	MRPS31	BASP1	ATP5IF1	MORN2	C1orf189	TCTEX1D4	HSBP1	HSPB11	PLAAT2	HSP90AA1	CRIP1	AKAP14	DYNLT2B	SMIM22	CAPSL	METTL27	LINC01571	SPA17	ROPN1L	POLR2I	H2AJ	CARS1	C22orf15	FAM229B	CFAP300	CALM1	SNTN	CIB1	CCDC17	LRRC23	LDLRAD1	C20orf85	DPCD	FAM216B	DPY30	WDR54	PIFO	CFAP126	CD164L2	DYDC2	RUVBL2	ENDOG	KRT42P	RSPH1	MORN5	NME5	TP53AIP1	C9orf116	CFAP251	LRRC46	ZMYND10	C9orf24	HAGHL	CIBAR2	CCDC170	DNALI1	CES1	DHRS9	C1orf194	PRDX5	FAM183A	TBCA	FAM81B	CDHR3	C21orf58	MRLN	C9orf135	CD24	TNFAIP8L1	DYNLRB2	DNAAF6	RSPH9	TSPAN19	SAXO2	MNS1	LRRC10B	CFAP53	CETN2	KIF9	CALML4	DNAH12	CFAP298	HSPH1	CCDC78	HOATZ	TMEM231	TMEM190	RSPH4A	STOML3	CFAP206	DRC1	CFAP73	ODF3B	FAM227A	EFHC1	EFCAB1	DNAAF3	WDR38	EFCAB10	CCDC113	EPPIN	NUCB2	ECRG4	NUDC	CCDC146	HSPBP1	FHAD1	CCDC153	CC2D2A	NQO1	CAPS	IQCG	SPAG6	DAW1	C5orf49	MUC12-AS1	CFAP45	IK	LRP11	TEKT2	TEKT1	RUVBL1	SPATA18	CFAP43	ERICH3	ARHGAP18	CFAP52	DNAJA4	ARMC3	KCNRG	EFHB	ALG1L	DNAH7	CFAP100	TUBA4B	OR7E47P	LRRIQ1	IFT22	DNAAF1	DNAL1	TSPAN1	SPAG8	DNPH1	ANKRD66	IFT43	JPT2	C6orf118	MGMT	DCDC2B	KLHL6	CCDC74A	CRNDE	RPA3	COQ4	ARMC4	FAM166B	CTXN1	CFAP65	RIIAD1	CLUAP1	RAB36	LRRC6	JOSD2	TEKT4	DNAI2	GON7	C11orf97	MICOS10	B9D1	DRC3	TCTEX1D1	MAP3K19	RFX3	UBXN11	CCDC65	RAMP1	GIHCG	CDS1	ENKUR	PPP1R42	ARL3	PSENEN	IQUB	RSPH14	CFAP94	ZDHHC1	DZIP3	CFAP44	DNAI1	PRR29	NWD1	GADD45GIP1	BBOF1	ZBBX	SOD1	FANK1	SPAG17	ACYP1	UCP2	MAP1A	IQCD	NPHP1	TTC25	CATSPERD	IFTAP	AK7	PROM1	SPEF1	DNAI4	SRGAP3-AS2	NDUFB1	LGALS3	COPRS	ALOX15	C12orf75	CCDC39	RIBC1	GPR162	H2BC5	LRRC34	BEST4	C11orf16	CH17-340M24.3	LRTOMT	FOXJ1	DNAH9	CCDC34	STMND1	SPATS1	SPEF2	DNAI3	DYNC2I2	MAPK15	CENPM	ZKSCAN1	PLAC8	PSCA	LRRC74B	MS4A8	VWA3B	PPIL6	DNAJB13	FBXO15	VPS35	SSB	ELOB	NDUFAB1	AK9	AZIN1	DYNC2H1	B9D2	STK33	SPATA4	IFT27	TTLL10	FDXR	IFT172	MB	CFDP1	DNAH6	OSCP1	CCDC89	CFAP161	TTC26	MDH1B	CCDC189	WDR86-AS1	UBAC1	TPPP3	CLMN	WFDC6	RABL2B	CABCOCO1	STOX1	UCKL1-AS1	CCDC114	MAP6	MUC12	AK8	MRPL41	CCDC96	CCDC173	DNAH5	UBXN10	EFHC2	TRIP13	FAM47E	HS3ST6	SLAIN2	MLF1	CEP126	GAS2L2	LKAAEAR1	CFAP221	SERF2	PRR7	SLC22A4	HCG14	C20orf96	FUZ	CCDC74B	TSPAN6	AGBL2	PIH1D2	ALDH1L1	APOBEC4	SRI	SPAG16	KLHDC9	IGFBP2	RABL2A	C7orf57	SMYD2	AC055839.2	TOGARAM2	CCDC151	ARMC2	CNTD1	IGFBP5	HMGN3	DTHD1	TSNAXIP1	ZNF688	TTC12	CFAP57	GTF2H5	VWA3A	TMEM232	DNAH10	PACRG	NDUFB3	TP73	RRAD	CSPP1	CATIP	SSBP4	FBXW9	CFAP77	MORN3	CDHR4	GSTP1	SPATA17	FAM104B	CFAP91	ABCA13	TAX1BP1	C17orf97	VIM-AS1	CHST6	CCDC103	TTC29	WDR49	TMEM212	PLPPR3	DNAH2	CYB5D1	CAPS2	ARMH1	TMC5	PPP1R32	KIF21A	LRRC45	C4orf3	SLFN13	MEIG1	NEK11	CRACDL	DENND6B	LRRC73	CD59	SEM1	HIPK1	PPOX	SLC44A4	C1orf158	RP1	MUC16	ALDH3B1	CCP110	UBE2H	CCDC157	ERCC1	DZIP1L	CFAP46	SELENOH	IFT81	CEP41	LRWD1	TRAF3IP1	CCDC190	STK36	C4orf47	DYNC2I1	ANKMY1	MICOS13	ANKRD42	CFAP157	SMKR1	RIPOR2	CFAP36	CCDC181	ODF2L	EPB41L4B	ZMYND12	CHCHD2	DNAH3	LZTFL1	DNAAF4	LRRC71	ATP2A2	CROCC	SMIM5	CHST9	NHLRC4	KCTD12	FXYD3	NBEA	ATG9B	HYDIN	GSTA1	CNTRL	RPGR	CACNG6	SCGB2A1	ELK3	CNIH2	DRC7	KIF3B	SPACA9	TBC1D8	PPP1R14C	CALM2	DNAH11	KIF19	MTSS2	BAIAP3	CFAP70	IFT57	C16orf46	BDH1	C2orf81	DLEC1	FXYD1	C1orf87	TMEM67	CLHC1	IRAG1-AS1	CCN2	UBB	PITPNM1	FABP6	MIPEP	SFXN3	CFAP58	ADH6	WDR93	SYAP1	FSD1L	CST6	PRR15	NAT1	SYTL2	KNDC1	PDCD6	IFT140	CCDC88C	EFCAB2	SPATA6	MAP9	TMEM107	ABHD11-AS1	C2orf73	FOCAD	IFT88	ERICH5	B3GNT5	PRDX1	CBY1	CTSS	PNMA1	CERS6	WDR90	PFN2	C10orf67	TXLNB	ZBED5-AS1	ENKD1	HACD4	KTN1	LRRC49	KATNAL2	DEGS2	RIBC2	BCAS1	SNORC	DERL3	TCTN1	NUP50-DT	C1orf141	IQANK1	COA3	MPC2	MSH3	FRMPD2	TUSC3	IDH2	SMPD3	CYBA	YWHAE	WFDC21P	KCNE1	TFF3	MED31	DUSP18	RHPN1	CLTA	SRP14	BAALC	TFPT	PCM1	TEX9	TTC21A	CLDN3	TTC30A	FOXA1	TEX26	ERGIC3	ANKUB1	LRRC56	DNAH1	GPX4	SPAG1	NAP1L1	UMODL1-AS1	CLIC6	AFDN	POMP	H1-2	KIAA1841	LMNTD1	AKR7A2	TMEM154	ATP5MPL	RFX2	ZNF664	KIAA2012	SCAND1	UNC119B	ATP6V1D	TMEM254	LCA5L	CFAP69	CFAP54	TMEM14B	CFAP74	SLC27A2	AKNA	DYNC2LI1	C15orf65	ROMO1	CCNA1	MORN1	MYCBPAP	MAP1LC3A	PWWP2B	METTL7A	PHTF1	SMIM6	IQCA1	PKIG	ANKRD37	UQCR11	PPP1R16A	ARHGAP39	LRRIQ3	MYB	VCAN	WDR19	CCDC60	STRBP	TOGARAM1	USP2	CCDC33	DYDC1	CERKL	MFSD6	ZNF273	CMTM4	P4HTM	MDM1	PEX11G	GPX1	ECT2L	APPL2	SKP1	AZU1	IQCK	CFAP299	RHPN2	DCDC1	CCL15	CDC16	MRPS33	IFT80	LINC01186	UBE2T	LRRC18	FNDC11	IFT74	LEKR1	ODF2	FGF14	DNER	CASZ1	VDAC3	SMPD2	SPATA33	RPGRIP1L	ADGB	ENAH	IL5RA	WRAP53	ERICH2	HSPA8	NGRN	NME7	TIMP4	PPP1R36	CIPC	SOX2	SUN1	STK11IP	LARP6	LCA5	PFDN5	SARAF	TSGA10	ABHD12B	CHCHD5	RGS22	PSMB5	PZP	C6orf52	TSTD1	FAM102A	AC010624.1	PTPRN2	TUSC2	ATP9A	KATNB1	CEP290	DZIP1	CFAP47	SAP30	ACAP1	WDR35	C4orf48	GFM2	DHX32	IRF6	XPNPEP3	KCNE3	ERICH6-AS1	SF3B2	TTC39C-AS1	GSTA2	CEP19	ALDH1A1	MOK	HECTD1	PTPRT	CEP97	RBM20	AGR3	FBXO36	DGKH	LINC02875	NAA38	GAS7	MKS1	ZC2HC1A	SSBP3	TNFRSF19	TXN	UBL5	PEX6	EFCAB11	RNPEP	S100A11	GCLM	BTBD3	DMKN	CCL28	ICA1L	GRIN3B	PYCARD	CYSTM1	FAM95C	CCDC80	GET1	TRAK1	CCDC191	C10orf95	SHROOM3	SAMD15	LRRC61	H2AC8	IGFBP7	OSBPL6	ANXA1	CHMP5	MMP24OS	ATP5ME	CCDC81	ORAI2	LY6G5C	CFAP20DC	FAM174A	MAK	COX7A2	SYNGAP1	ZNF440	SLC51B	AKAP9	ZNF609	TTC16	MRNIP	MYCT1	TSPAN2	HINT1	CCDC125	NEK10	NDUFA2	PKN1	MRPS21	RAD9A	DNAAF5	EFHD2	BUD23	ZNF106	PINLYP	MYLK	GLT8D1	KIAA1671	DAPP1	ESPN	NDUFS6	BAIAP2L1	GLB1L	WDR92	TAGLN3	BIK	TJP3	EFCAB12	SPCS1	ZMAT2	C22orf23	TTC30B	BBS1	ATP5MC2	MISP3	GABARAP	CHMP2A	SAPCD1-AS1	REC8	GAS8	CCDC24	IQCE	MAP1B	IDNK	SNHG10	SEC14L3	MARCHF10	ABHD11	SPATA6L	MARCKS	FAM120A	PDLIM4	GCC2	PDCD6IP	NSMCE1	MYO5B	ZNHIT1	KIF27	PRR34-AS1	ACKR4	ATP5MD	IFT122	NAT14	GIPR	KATNIP	KRT23	SORBS2	TLE5	CD4	CASC2	FYB2	NDUFA3	PLEKHB1	KDM1B	PTGES3	MRPL23	AHSA2P	DNAJC10	AHSA1	AGBL5	CPLANE1	SPATA7	TP53TG1	FLACC1	SIX4	MGAT5	ANKRD54	NEK1	LRIG1	CEP43	MROH9	CES4A	RB1CC1	IARS2	SERPINB6	PUM2	CIR1	CMIP	MRPL40	PRSS12	IDS	TUBGCP2	PLEKHG7	UNC5B-AS1	ZNF3	BUD31	SMAP2	KIF3A	CASTOR3	BCL2L1	NAA20	USP51	MAPK8IP1	LYL1	SEC14L1	ZNHIT2	NR2F2	C6orf132	ATP5MG	CYB561	SCCPDH	CD164	SYTL1	SNRPG	PCYT2	CROCCP2	RAB11A	VSTM2L	XRCC1	APOO	TNRC6B	PPP4R3B	STPG1	KLHDC10	COX6C	C16orf71	BCO2	CEP162	FAM161A	CELF1	CDC26	NDUFB7	KIAA0895	ULK4	ERCC3	PART1	UACA	CLSTN1	IFT46	SURF2	LMLN	USP43	VRK3	COX5A	CEP83	CKB	PRUNE2	GIPC2	ADA2	FAM172A	ZFHX2	MUC4	PAPOLA	MT3	HSD11B1L	NCK2	TRMT1L	CELSR1	CDH26	PSD3	PSMD10	LAP3	CCDC148	ZC2HC1C	TWF1	TTLL5	ARL4A	ZCRB1	MDM2	KANSL1L	GPATCH1	CAMSAP1	NDUFB5	LXN	RBKS	TPPP	TM9SF1	PPP6R1	TP53BP1	HINT2	MORF4L2	UPF1	CAP2	FGF14-AS2	VAMP8	BBIP1	TPRG1L	PLXNB1	SIX1	DALRD3	FOXC1	UNC93B1	TMEM121	BBS2	CFAP410	DGCR6	MEAF6	RBM24	ABI2	NEK4	METRN	TTC5	ZCWPW1	OMA1	SNX29	GNA11	AGPAT5	NDUFC2	CAST	GBP6	RABGAP1L	ZNF264	JHY	TP53INP2	C6orf226	HMGB2	CBX5	DHX57	TMEM68	LRP8	DLGAP1-AS1	MCAT	SUGT1	PRRT3	FAM221A	ABAT	PSMA4	KRT80	RAB11FIP4	GABARAPL2	CLBA1	KIAA1522	COX7B	EIF4G3	NDUFA13	IRF9	SH3D19	NPTN	KCTD1	DHX40	PCSK5	JPT1	HES2	PTBP3	RBM38	GAPVD1	SRD5A2	ABHD2	PARK7	RAC1	ALMS1	WDR13	HSP90AB1	HMGN5	LASP1	ANKRD13D	ADGRF1	DUSP14	SGSM3	SYNE1	DOC2A	MTF1	FBXL2	PKD1	MLXIP	KIAA0232	IFT52	EZR	KAZN	MAPRE3	C2orf74	STAG3	ENPP4	NSUN7	AC046134.2	FBXL13	ISCA2	COL21A1	CATSPERE	PLCH1	ARL6	AMZ2	WFDC3	ALKBH5	NRAV	IGF1R	CCDC40	MED25	TULP3	HSPE1	DMAC1	MUC20	CFAP20	BBS4	MUC15	LINC02265	CSTF3	CCDC66	STYXL1	CNOT1	DIDO1	LAMTOR2	OTUD4	ZBTB18	USP16	ANKZF1	KCNH3	SAP18	PCNX4	RALB	ATP6AP1	ERH	GOLGA2P5	TRIM2	C5orf15	FAIM	ITGB8	PITX1	CCT6B	AMPD3	ADD3	CENPBD1P1	CRISPLD1	BPTF	PIN1	AC004130.2	NARS1	NUDCD2	TMC4	ZFP90	MYO1E	DSP	JKAMP	CCDC138	SLC4A11	C4orf33	PSMB10	CCHCR1	GPX8	FAM98C	SOAT1	ATP5F1E	CCDC69	PLA2G10	LENG8	USP10	TRAPPC5	MPDZ	C9orf72	SLC9A3R1	DUOX1	TMEM131	MNAT1	DIXDC1	GNAS	MZF1	ETNK1	C8orf76	RBM43	PGM2L1	GNG12	BLOC1S1	PPID	CIBAR1	SMIM19	TRIM29	TM9SF2	LYRM7	SYTL3	DNAJC16	GFOD2	CLCN3	MRPS18C	HNRNPF	TMF1	PCDH7	ABITRAM	COMMD6	PKIB	PLAAT3	OCEL1	MBOAT1	TMEM218	CAB39	TMEM45B	ANKRD35	SPG11	SMARCA2	IQCH	SUDS3	C5AR1	PLEKHS1	TMEM40	GNAL	MTSS1	GALNS	PLEKHA5	SLC22A23	SQLE	TEKT3	SIVA1	BICDL2	ABCA5	LRRC4	SLC6A9	TP53INP1	BANF1	PPP2CB	PTPRF	RPL26L1	TMBIM6	ACTR6	MRPL53	NUDT5	BAIAP2	SF3B6	UXT	COMMD8	CCT5	GCLC	NELFE	TRADD	SAMHD1	NDUFB10	LINC01004	MAFG-DT	UPF3A	RPS27L	ZC3H6	HHLA2	FBRS	CHURC1	ANKRD45	SERPINI2	POLD2	SEMA3C	REPIN1	ME3	KIFAP3	THYN1	NARF	PRDX3	DMWD	DSTN	HDLBP	CGN	RRAGA	LRRC37A4P	SPATS2L	LAMTOR4	UBA1	RBX1	RPP38	COPB2	SPATA24	CDH1	OGFOD2	ELMOD2	SYNE2	TTC21B	STIMATE	BCAS3	PRKAR1A	CEP131	NDUFB2	PRR13	WDR24	HIPK1-AS1	VRK1	ANKDD1B	EIF5	CCAR1	ASB1	MRPL57	PSMG3	FANCF	CETN3	ORC4	UBR5	PERP	C6	TMED10	TRPV4	RTP4	STING1	ACSS1	CPSF2	UBL3	MRPL13	SLC25A29	KPNA3	EVI5	MARCHF6	CCNDBP1	COA5	ZNF33B	ICMT	FAM200B	ZBTB44	EMB	THOC7	CARF	PSMA5	GTF3C1	FCF1	GNA14	NCF2	STUB1	RSPH3	SPTLC2	TMEM123	NOSIP	WDR73	TSPYL4	CTNNAL1	NUDT2	NR2F6	PNPLA4	POP5	PLXNB2	SERTAD2	TEAD1	GOLPH3L	LAMTOR5	FOXO3	LIMS1	IRX3	CHCHD1	SMIM26	INHBB	H2AZ2	CCDC25	LSM5	CMTM6	TRIM37	WDFY1	GEMIN6	VILL	NDUFC1	PIR	BBS9	DYRK1B	PIGP	AGPAT3	PLAAT4	IP6K1	MISP	ANAPC5	SPPL2B	SCRN1	PRPF6	SLC25A14	EXOSC4	ST6GALNAC2	ITGB4	MTIF3	SLC7A2	ATXN7L3B	RASGEF1B	TACC2	APCDD1	KDM3B	CCDC88B	TMEM59	IPO4	H2BC21	ZNF33A	MTCH2	ANKRD65	ATP2C2	FZD6	TTF1	LSM4	NBR1	WDTC1	BRD3OS	PRKCE	FAM50B	COX6A1	MROH1	UQCRC1	ENPP5	CNOT6	DHX30	GOLM2	MYEF2	SUB1	DIAPH2	FHOD1	NIN	PSMB1	ZNF428	IFT20	NANS	FTO	TOMM6	SDHC	CAVIN3	GNS	KBTBD4	NFIA	HIBADH	SNCAIP	HSPD1	LINC01436	RNF6	ANXA11	HILPDA	CUEDC1	ARHGAP32	UBXN4	FIS1	TUFM	ATP5PF	ARSD	IQCB1	EHF	SEPTIN9	EAPP	NFU1	SSBP1	TJP2	XRRA1	UBE3D	AGR2	CUTA	COMMD3	GMDS	INTS10	PSIP1	SNAPC1	PXN	USP22	SATB1	SLC35A3	MPLKIP	CKLF	SLC35A2	GLIPR2	CCT4	LMO2	CYP4B1	EP400	ACLY	AURKAIP1	HES6	ALCAM	PDPK1	ELF1	SNX14	CLOCK	CASP7	ANXA7	ASXL2	ANAPC15	NDFIP2	MYG1	RPRD2	PEX16	GOLM1	RHOU	HSP90B1	TENT4B	NT5C3A	UGDH	ATXN2	MAT2B	RCAN3	EEF1AKMT1	SCAMP4	STX16	TCP1	GLE1	MIF	FAM107B	ZSCAN18	FAM13A	SNRPD1	SNRNP25	EIPR1	SETX	WRNIP1	ARHGAP4	MRPL20	RALGAPB	CHCHD6	CEP104	CAPN2	FAXDC2	GTF2A2	TRIM44	SIGIRR	ANKRD26	AHNAK2	ELOC	CITED4	MRPL18	MTMR2	CAMK1D	COX6B1	LCOR	EPB41L1	CENPS	GABPB1-AS1	OTUD6B-AS1	PNKP	CALM3	MBTPS1	PALMD	MRPL51	PTGR1	TBCB	EMC2	CES2	NACC2	AZI2	KIF5B	OCIAD2	SMARCA4	PSMD4	LARP7	PRRG4	MAZ	TRIT1	PHIP	CTSL	TRPT1	UQCC3	TRIM41	SMIM14	ZNF204P	PLPP2	ZNF652	LINC00467	STAU1	DENND2B	DPM1	SMAD4	C11orf49	LYRM2	SRGAP3	GLIS3	MTX1	SLC25A36	NDUFA11	EHBP1L1	ABL2	TMEM219	MTURN	PCAT19	DTX3	PLPP5	PIN4	PSMB9	FAM214A	TYMP	RPL23AP7	KIAA2013	RRP12	SLC6A6	MACC1	FXR1	ERLIN2	CTBP2	MGST2	NEDD8	SRA1	EVL	GSDMD	SYBU	TRAPPC2L	F11R	ATOX1	NEAT1	GK5	ERCC4	CLTC	ACTR2	LEPROTL1	DHRS4-AS1	MGST3	RANBP9	HACD3	TLCD2	MKKS	HMGN2	GMPPB	NDUFA1	KDM2A	TTC9	CCDC28A	UGCG	EIF4G2	CAPRIN1	TTC32	CNDP2	ECI1	DRAM2	MBD2	WARS1	ATP5MF	GAR1	CEP350	NAP1L4	CCDC57	POFUT2	EMG1	DNAL4	CNOT11	NDUFA8	PARVA	RALGAPA2	TRIP12	APOD	RPL36AL	TXNL4A	CCNY	GPBP1	VWA5A	CEP89	UBE2L3	TEDC1	LARP1	DDB1	CRIP2	DNAJB6	UQCRQ	GMPR2	MAGIX	PAIP2	PGLS	DAZAP2	NET1	TTC39C	COX7C	TRIR	MRPS16	ESYT2	BOLA3	DCBLD2	INTS11	STK40	NDUFA4	PUDP	TPGS2	SBNO1	PPP1R7	DDX17	ISCA1	PSMB3	LRRC58	PHF11	ERBB4	NUP50	EMC6	SDCCAG8	NDUFS3	COPS8	SPNS1	TBL1XR1	ATXN10	STIM2	PNKD	NDUFB8	MRPS28	C9orf16	WDR45B	DCTN3	PRMT5	L3MBTL2	RAD50	GFER	SLC25A4	AGTRAP	GLYR1	C22orf39	ILF3-DT	TMEM50B	PDIA4	PYCR2	SS18	ASL	CLIP1	RUNX1	PTPMT1	TMEM258	NSFL1C	TOMM34	GPR107	TSPAN3	PTPN3	FGGY	CTBS	MAP3K2	ATP5F1A	RBM27	VPS13C	CARHSP1	ABCC5	DDR1	SRPK2	CCT8	STOML2	XPO1	HNRNPC	SLTM	ST13	SLC25A24	CLIC1	USP7	MATR3	HEBP2	ADSS2	DNAAF2	ABI1	METTL26	SF3B5	SPAG7	KPNA6	SELENOW	CTNNA1	ST6GALNAC6	CHCHD10	DYNLRB1	VCP	LDHB	SUGP2	CLDN7	DGCR6L	ATP5PO	CISD1	AUTS2	RPL39L	B3GALT4	MTMR6	IDH3A	STIP1	MYH14	BECN1	TFDP1	SSNA1	NDUFAF3	ISCU	LARS1	CMPK1	VEZF1	GCHFR	WASHC3	SMDT1	COPS9	H1-10	IRF2	OAZ1	ORMDL2	NDUFB6	USP9X	HDGF	POC5	NOP10	LSM3	LYSMD2	XRN2	SEPTIN7	CHD4	DDX42	FBXL5	CCT7	MDH1	MRPL22	RABL6	GK	REST	TECR	TPR	C7orf50	PSMB7	BPHL	ARL6IP4	GID8	REXO2	TXNRD1	FIBP	ADPRS	FAM210B	CRY2	PSMD6	COX17	TPGS1	DPM3	DDX3X	BORCS7	BROX	METTL5	SF3A1	SSRP1	HRAS	PSMD9	SHOC2	ERLEC1	FOXP1	SNW1	YWHAH	MRPL47	SRD5A3	ZNF524	LIMK2	BCCIP	WNK1	CIAO1	BAD	TMEM160	MRPL43	ST6GALNAC1	DTX2	POP4	MORF4L1	CHMP4A	C1GALT1C1	SNRPE	ETFB	DAAM1	NDUFA7	NDUFS8	SLC30A5	GNB2	DNAJA1	TOB2	MRPL54	STMP1
TRAVAGLINI_LUNG_BASAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_BASAL_CELL	KRT17	MIR205HG	IGFBP2	KRT15	DLK2	S100A2	CDH3	DKK3	KRT5	ALDH3A1	FHL2	SERPINF1	AXL	NGFR	ITGB4	NSG1	IGFBP7	FBLN1	FBXO32	F3	IGFBP6	ADH1C	GPC3	TP63	CLDN1	ISYNA1	CYP24A1	SLC38A2	RPL7	DST	IL33	HMGB3	LGALS7	TNS4	VSNL1	RPL3	NPM1	SOX9	PKP1	SFN	DCN	AQP3	LTBP4	CCND2	RPS3A	EYA2	RPS6	CD177	PDPN	BASP1	HCAR3	CH25H	HCAR2	OAT	KCTD1	IFITM1	SYT8	RPL13A	TINAGL1	SNCG	GAPDH	GPR87	KCNN4	SPOCK3	EEF1A1	TCF4	RPL4	RPL10A	RPS4X	TLE3	LAMB3	PALLD	ITGA2	LGALS1	EMP3	ABI3BP	EPAS1	BTF3	RGS12	DUSP23	RPL9	RPL13	RAB34	TGFBI	ALDH3A2	TIMP1	MYC	DHRS3	SLC1A5	RPS2	RAP2B	TSC22D1	ZFP36L2	RHOC	PRNP	HNRNPA1	IGFBP4	G0S2	PERP	TACSTD2	RPL6	CNN2	TPM2	CAPNS2	SERPINB5	EFNA5	RPL14	GAS5	PGAM1	AOPEP	SLC43A3	CDK4	CFH	SPINK5	RPL29	SOD3	SH3BGRL3	RPL15	PLP2	PDLIM1	AHCY	RPSA	CLU	HNRNPH1	CD9	ARG2	RASSF10	ETS2	PER2	RPS3	CALD1	LGALS7B	TMEM237	RPL23	EGFR	TAGLN2	RPL5	RPS5	RPL12	RPS7	IFI16	RPLP1	LMO4	APOD	IKBIP	LOXL4	MT2A	SNHG29	BLCAP	LDHA	RPL8	UBC	NPM3	ENO1	GPC1	IMP3	EIF4B	RPLP0	UGCG	STK17A	YBX3	RPL13AP5	PRMT1	CTSB	IMPDH2	LRRC8A	FAF1	RPL32	SLC3A2	SSPN	HAS3	ARPC2	JAM3	JUNB	NAP1L1	RPS11	THBD	ANXA2	ACTG1	ALDH7A1	EIF1	EIF3M	TUSC1	NACA	MARCKS	C1R	TRPV4	GLTP
TRAVAGLINI_LUNG_PROXIMAL_BASAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_PROXIMAL_BASAL_CELL	PRSS23	KRT15	AQP3	MIR205HG	KRT5	ADH7	LMO4	KRT19	GAPDH	BTF3	GLUL	SERPINB3	CSTA	RACK1	CLCA2	DAPL1	DDIT4	RHOC	EEF2	RPL10A	FAM107A	SNCA	IGFBP3	S100A2	PERP	EEF1G	SERPINB13	ADH1C	SERPINB4	POSTN	PABPC1	RPSA	RPS2	LGALS7B	RPL3	RPL15	RPL4	SERPINF1	RPS7	RPL28	CHST9	GAS5	SLC25A6	RPLP0	RPL7A	RPLP1	GPR87	KRT17	RASSF6	PTPRZ1	RPS4X	TSHZ2	DLK2	NPM1	AQP5	BEND5	HCAR2	NACA	NSG1	LDHB	SEMA5A	ISLR	SNHG29	EIF3F	RPL13A	VAV3	SLC1A5	RPS18	GYPC	SNX31	ALDH2	RPL8	IL33	HS3ST1	ALOX15	RPL29	INKA1	SNHG5	TPM2	FMO2	EEF1D	IGFBP2	PTN	LARP6	UQCRH	SULT2B1	PITX1	RPS15	ATP5F1B	RPL12	OAF	IMPDH2	TRIM29	TNFSF10	AVPI1	RPS5	RPL26	EYA2	KCTD1	EEF1A1	EIF3E	ZNF703	RPL13	FHL2	EIF3K	A4GALT	RPS3	LIME1	ORAI3	CHL1	SOX15	RPL18	SLITRK6	LAYN	FBLN1	CAPNS2	RPS6	RPS9	ISYNA1	SYTL1	SOX2	EPAS1	RPL5	CTSD	MT1X	ARL4D	RPL7	TP63	SNHG32	RPL18A	RPL19	RAB38	HNRNPA1	RPL6	EGFR	RPS3A	NFIA	CAPN1	ITGA2	AKR1A1	IRAG2	F3	PLEKHA5	CDKN2C	IFI16	RPL10	C16orf74	TNFRSF18	HMGB3	EIF3L	FOXN3	FAM3B	NOP53	IFITM10	LDLRAP1	FAM3D	MDK	RPS8	SLC9A3R1	TSC22D3	CHCHD10	DSC3	PAX9	ATP5F1A	CYP2S1	RPS24	CLDN1	LRATD1	OAT	EIF3D	KLK11	FBXO32	CLEC2B	GAMT	ZNF385A	LRIG3	KLF5	CKMT1A	CALML3	RPL14	EEF1B2	LSP1	YBX1	RPL30	FAF1	THOC3	TNS4	TCF4	TNC	ATP1B3	TSKU	RPL32	HDAC1	SSBP2	UQCRC1	BCL11A	EIF3H	RPL11	TSPAN8	HLF	PHGDH	EPHX1	CCND1	SPOCK3	RPS23	FERMT1	CLDN10	ALDH7A1	ITGB4	COX4I1	BAG1	MTSS1	GLTP	PIK3IP1	CKMT1B	DPYSL3	AHCY	PCDH7	HES4	TACSTD2	EPB41L4A-AS1	RPS15A	LPAR6	RPS14	RPS19	GRTP1	DDB2	DUT	NDRG2	SYNGR1	FGFR3	PHLDA3	SPRY1	RPS17	UACA	ECE1	MMP10	TRIP6	SLC25A5	PRR15	ZNF428	RIPK4	MRTFB	RPL9	RPS27A	EIF2A	CBR1	ITM2B	PYCARD	NUDT8	CHP2	POLD4	TMEM40	SNHG8	PCNA	UBA52	GCHFR	CTSB	MDH2	STEAP1	RPS13	NOB1	UQCRC2	TNFAIP8	IGBP1	SERPINB7	ATP5PB	ATP5MC3	GMNN	CYP24A1	TLE5	CTSC	HMGA1	C9orf16	GDI2	CYP2J2	IGFBP6	ARG2	VILL	PDLIM1	HEY1	ASCL2	ATP5F1D	PKM	HAUS4	RPL23A	RPL27A	CLSTN1	LINC01315	VDAC2	STIM2	HSPA2	PDCD4	PLPP2	SMC2	LAMP1	NET1	RPS12	AOPEP	RGS12	ABHD14B	GSTK1	EPRS1	TFAP2A	MEIS2	PRXL2A	C1QBP	ST6GALNAC1	EIF3G	CCNB1IP1	SDC1	POLR1D	TXNIP	ZFYVE21	LGALS8	GSTP1	ALDH1A1	DHRS3	TNFRSF21	FAM210B	CYP26A1	NAP1L4	LIMA1	CAPN13	RPL36	ZBTB44	GLUD1	APEX1	MGST2	CD82	CCNI	WIPI1	RPS16	ATP5MC2	HOOK1	SNHG19	ANP32B	ABCC5	FBL	ALDH3A1	ALDOA	PKP3	POLR2G	PHYHD1	TRAP1	HES1	TADA3	ARL4A	TSPO	PRDX2	CD9	NCOA4	DDR1	MYL6B	DNAJC4	NDUFS4	SORD	ECI1	MDH1	ARPC2	TP53I13	FUCA1	CYC1	EHF	OXA1L	NDUFA10	SLC15A2	MICALL2	HNMT	RAB4A	BARD1	EIF3M	CLNS1A	AGR2	ADORA2B	SRGAP3	RNASEH2B	MIB2	SNHG7	RPL35A	EIF4A2	KAT2A	PHB2	KIF21A	JPT1	RPL35	NAPRT	NSMCE1	BCAM	MARCKS	CAMK1D	GRHPR	GRAMD2B	HADHA	DANCR	CDK4	LY6E	PRNP	ISOC2	DECR1	HADHB	RPS11	TIMM9	XIST	SYF2	PDHB	RPSAP58	AP1G2	NDUFB5	PAFAH1B3	NPM3	ALDH3A2	PABPC4	TRABD	HIGD2A	BLOC1S2	PFKP	CMTM7	PDCD7	TXN2	PSMA2	RPP25L	SDHD	RPL23	ARID5B	MPST	TOB1	SUCLA2	KRCC1	BLCAP	PLP2	SPINT1	PMPCB	MRPL4	TNNT3	FIBP	PGLS	RSL1D1	ROGDI	NDUFV1	PLRG1	OLA1	JUP	ZFAS1	CCDC85B	NAP1L1	GPX1	EID1	PRKCSH	CDC42EP4	APPL1	NIPSNAP2	PPIA	FAM162A	BCL7C	ALKBH7	AP2M1	ABI1	PPP1CC	CDC42SE1	S100A16	TUFM	COX5A	LSM2	TFCP2L1	TPI1	AAMP	HERPUD1	SLC25A3	SERBP1	ETHE1	SNX17	HSD17B10	TMEM123	TEX264	TPT1	RPLP2	ZNF706	CORO1B	IGFBP4	NDUFA8	CAPG	PTPRS	EIF2S3	PTMA	ZFP36L1	RSL24D1	NT5C	CCT8	RCN2	CIRBP	TXNL1	PSMC5	PPP1CA	UQCC2	MAGED2	NFE2L2	CCT4	PGAM1	SH3YL1	CISD1	LGALS3BP	TECR	RPL39	NASP	ADH5	MANBAL	PPIC	RBMX	CCT3	MRPS26	METTL5	GATD3A	RPS28	MRPL40	HMGN3	RAB34	UXT	RPL22	ADAM28	BRK1	RPL34	ASPH	KMT2E	IRF2BP2	PER2	ATP5F1C	CAMLG	KARS1	HINT1	CCT7	RAB13	RNF7	ATP5PO	NDUFA9	DCTPP1	NDUFS7	CHD9	EBPL	C12orf57	PRKAA2	TMEM205	RPL17	ADSS2	UBE2E3	PRDX6	NFIB	XRCC6	TRADD	COX5B	RPS20	COMMD6	PGK1	APP	RTRAF	NFIC	RAB25	RPS10	TALDO1	NCL	SEPTIN7	PHB	TSC22D1	STOML2	HNRNPK	SET	AHNAK	HNRNPM	GHITM	ENSA	NUCKS1	RNH1	UBXN1	NDUFS2	DEK	ANAPC16	ARF5	BEX4	RPL21	MGST1	EIF4B	PDIA6	PRDX3	ANXA1	TSEN34	ATP5MC1	TOMM22	XRCC5	NHP2	RPS25	EIF4H	HMGN1	RPL27	CLTA	RPL41	ZFP36L2	APRT	SRSF9	RPL37	HNRNPA3	MLF2	DUSP1	C19orf33	P4HB	RPS21	SUMO2	RAD23A	UQCRB	FXYD3	PSMB7	SNRPD2	RPL31	TMEM14C	H1-0	PTMS	BHLHE40	HMGB1	DDOST	PCBP2	CNBP	EIF3I	H2AZ1	PTGES2	ENO1	FCGRT	TXN	PNISR	NTS	JUNB
TRAVAGLINI_LUNG_DIFFERENTIATING_BASAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_DIFFERENTIATING_BASAL_CELL	SERPINB3	PRSS23	SLC9A3R1	ADH1C	SERPINB13	CSTA	CHP2	S100A2	SERPINB4	AQP5	ERN2	BEND5	CLCA2	IGFBP3	RHOC	KRT17	TMPRSS4	CHST9	KRT5	HS3ST1	KRT19	CHL1	FAM107A	AQP3	ADH7	GAPDH	PITX1	FAM3D	SULT2B1	MIR205HG	CTSB	TCF4	DDIT4	GPR87	HES4	TSPAN8	HCAR2	CLDN10	SERPINF1	MARCKS	NDRG2	FBLN1	KLF5	VAV3	LMO4	A4GALT	CD82	GALNT6	EYA2	LARP6	VILL	TNFSF10	STEAP1	TSHZ2	LAYN	TLE5	ECE1	ST6GALNAC1	LYPD6B	PRR15	DAPL1	ADORA2B	SYNGR1	CLDN1	FMO2	SLC1A5	CALML3	DHRS3	FOXN3	CLEC2B	FAM3B	MDK	RPSA	SYTL1	TACSTD2	CAPNS2	ALOX15	S100A16	HEY1	SERPINB7	CXCL1	OAT	F3	SLITRK6	DPYSL3	UPK1B	LRATD1	GSTP1	TSPO	PLEKHA5	IGFBP4	CAPN1	EEF1A1	SDC1	EPAS1	PLEKHS1	PERP	PYCARD	ALDH2	DHRS9	NUDT8	ALDH1A1	NDUFV1	IFI16	GLUL	CTSD	HMGB3	POLD4	C9orf16	NFIA	GLTP	SERPINB5	BAG1	WFDC2	TRIM7	UQCRH	SNCG	EPHX3	AP2M1	LIMA1	BHLHE40	CYP2J2	CMTM7	TUFM	AKR1A1	RPS4X	NDUFA8	EIF3F	KLK11	ANXA1	RIPK4	EPRS1	UQCRC1	CTSC	AGR2	PAFAH1B3	ASS1	SORL1	RPL3	CAMK1D	PGAM1	EHF	SOX2	MLF2	RPL13A	PSMC5	TSPAN1	LAD1	TPI1	ETHE1	PPP1CA	ATP1B3	PDHB	MDH2	GSN	ZFYVE21	NSG1
TRAVAGLINI_LUNG_PROLIFERATING_BASAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_PROLIFERATING_BASAL_CELL	H2AZ1	HMGB2	TUBA1B	STMN1	PBK	BIRC5	MKI67	TUBB	UBE2C	TOP2A	TK1	PCLAF	ASPM	NUSAP1	AURKB	CDKN3	NUF2	PTTG1	HMMR	ASF1B	GTSE1	CENPF	ZWINT	KIFC1	SGO1	CCNA2	PRC1	TPX2	DEPDC1	FOXM1	RAD51AP1	CDCA5	TYMS	ANLN	CCNB2	H1-5	CENPA	CDC20	CKS1B	TACC3	KIF20A	CENPU	HMGB1	SPC25	CEP55	RRM2	CKAP2L	NDC80	MAD2L1	ESCO2	MND1	NCAPH	UBE2T	HJURP	CENPW	KIF23	H4C3	CDK1	H1-1	TROAP	GAPDH	CCNB1	PIMREG	MELK	KIF2C	CENPK	KRT5	PKMYT1	FEN1	CENPH	PTMA	DLGAP5	CDCA3	ARHGAP11A	CENPN	HMGN2	SMC2	NRM	CENPE	NUDT1	PLK1	CDT1	PCNA	NMU	TTK	CDC45	AURKA	MCM7	DIAPH3	CKAP2	KRT15	SGO2	NCAPG	RAD51	RMI2	KIF20B	RPL39L	DUT	GINS2	BRCA2	RACGAP1	TCF19	H2AX	KNL1	NEK2	SLC25A5	FANCI	DTYMK	PHF19	BUB1	ORC6	RNASEH2A	KIF11	ANP32B	CDCA2	HMGA1	CHEK2	GMNN	POC1A	CLSPN	CHEK1	DEK	ATAD5	PHGDH	CSTA	EZH2	BUB1B	RANBP1	GGH	MXD3	H1-3	REEP4	CDCA4	H2AZ2	CHTF18	FAM83D	CDC6	YBX1	KPNA2	FAM111B	RFC4	RPSA	NCAPD2	KIF4A	TYMSOS	SERPINB5	NUCKS1	LMNB1	CENPM	SAE1	PKM	PLP2	TMPO	CLN6	CKS2	UHRF1	TMEM106C	LGALS7B	DAPL1	MTFR2	IMPDH2	DSC3	SNCA	NSG1	RRM1	ATP5F1B	NCAPG2	DNAJC9	PITX1	NPM1	RPS2	FANCD2	FBLN1	S100A2	MCM5	SOX15	SMC4	UQCRH	ATP1B3	CLCA2	CDKN2C	IGFBP6	TPM2	SERPINB13	UBE2S	E2F8	PRIM1	PAFAH1B3	RFC5	AHCY	SAC3D1	MCM3	CSE1L	C19orf48	GPX2	ZNF703	GJB3	RAN	ATAD2	EEF1B2	TRIP13	NUP37	MZT2B	MCM6	MTHFD1	GPSM2	PPP1CA	DHFR	IKBIP	HNRNPA1	EEF1G	MIR205HG	CALD1	PKP1	PIK3R1	CDCA7L	GSTM4	SNAI2	HMGN5	ADH7	RPS5	POSTN	KRT6A	SLC25A6	CYC1	TMEM237	YEATS4	MIS18BP1	DDX39A	KRT17	RPLP0	CDKN2D	TUBG1	LSM4	VRK1	DLK2	C16orf74	FAM107A	ANP32E	CENPS	DDB2	HELLS	ATP5MC3	ARL6IP1	PTN	NPM3	HAUS1	UQCRC1	TPI1	RCC1	ITGB3BP	PPP1R13L	PPIH	CALML3	RASSF1	ACOT7	ISLR	CYP2S1	RFC2	AP2S1	TRIM7	SKA2	COQ2	RHNO1	KNSTRN	BCL7C	SERPINB3	GSS	BCL11A	CD320	LMNB2	NUDT8	RPA1	THOC3	PRPS2	AQP3	RPL4	HAUS4	LINC00958	MACROH2A1	CHCHD3	ISYNA1	BARD1	PPIA	BEND5	SERPINB4	H1-4	FERMT1	AC011043.1	OAF	RACK1	PXMP2	GUSB	ZNF581	RPS7	TSKU	CCT2	SUN2	LRRCC1	CXCL14	EIF2D	DLEU1	TP63	DCK	TEX30	MZT1	RND3	GOT2	KCTD1	KRT19	PAICS	ADSL	PERP	EIF3K	DBF4	MRPL51	SNHG29	LINC01133	SNRPA	ADGRG1	SLC25A11	BTF3	SHMT2	MIS18A	CARS2	NCAPD3	SSRP1	MTG1	GYPC	SNRPB	RPL28	CDH3	NABP2	RPLP1	MGME1	MSH2	JPT1	KRT13	LY6D	ANAPC5	MRPL37	RPL15	SNRNP40	MDK	FBL	RPL10A	PPP5C	CCDC34	CKMT1B	CDK4	HNRNPA2B1	HP1BP3	PRSS23	FGFBP1	PRPF38B	HMGN1	PARP2	ATXN10	LARP6	TRIM59	NUDT21	NAPRT	AKR1B10	GOT1	HCAR2	ORAI3	RBBP7	TFDP1	BCL2L12	LAD1	USP1	DPYSL3	RUSC1	IL33	POLR1E	DEFB1	RASSF6	ECT2	BUD13	RAD51C	UACA	MTFP1	PPP1CC	EXOSC8	ABHD16A	TUBA4A	ITGB4	PRDX2	NASP	SNRPA1	UBA2	CLNS1A	SLITRK6	RPS3	HTATSF1	GPC1	HINT1	GSTZ1	GSTP1	MZT2A	PRXL2A	ARL4A	AKR7A2	ARL4D	SF3A2	ACAT2	RPS19	SLC1A5	LIME1	PFN1	CRBN	LSM2	COX5A	FIBP	MMP10	POP7	CACYBP	SNRNP25	TSHZ2	DNMT1	UBE2V2	RPL13A	SNHG32	SLC9A3R1	PTPRZ1	ZDHHC12	IFI16	IMMT	RPS4X	EEF1D	SMC3	PDHA1	SMC1A	RPS18	RPL3	SLBP	EEF2	COMTD1	PRRG4	CCDC90B	AKR1A1	TNC	TRIM29	COA8	C1orf35	DGCR6L	TCF4	FXYD5	FN3KRP	PDHB	H19	TIMMDC1	LMF2	TRAP1	RPL29	TECR	C3orf14	UBAC1	COMMD4	PRPSAP1	FKBP5	RNASEH2B	GLRX5	ATP5F1A	TPRKB	TPGS2	COPS8	RAB34	ARFRP1	RAD21	RPL7A	CBX3	LDHB	ISOC2	HEXB	ATP5F1D	DDIT4	PTGR1	PAGR1	PGAM1	PSIP1	PSME2	PIH1D1	TCP1	TMX1	HRAS	CHCHD10	F12	ADAM15	ALDH7A1	FAM3B	FAM111A	MAD2L2	VDAC3	HADH	HEY1	RCC2	RPL8	ADH1C	RPS16	ECI1	SULT2B1	RPL18	RPS15	SDHA	TSR3	IGFBP3	COX4I1	SIVA1	SUMO3	CLDN10	CLPTM1	CAPN1	SDHAF3	DKC1	HDAC1	IGFBP4	ETHE1	MDH2	TSPO	RTRAF	NUDT22	CDK16	TMEM54	ITGB1BP1	RPS3A	SLC25A3	LMO4	RPL7	BUB3	AVPI1	NT5C	GNAI1	PHF20L1	DCTN2	HNRNPAB	IP6K2	PSMA2	RPL18A	PSMB9	EIF4EBP1	SUMO2	NONO	NME1	AP2M1	GLTP	DSP	RHOC	PA2G4	APEX1	GRHPR	HIGD2A	CCT5	ENO1	ETFA	SMARCC1	HSPB1	NOP56	CBX5	DNAJC8	S100A16	ACBD6	PRKDC	HSPA9	SFN	OLA1	CBR1	RPS9	PSMB8	COPS3	MRPL11	UCHL3	PSMD14	GPN3	VDAC2	AIP	EIF2AK1	RPS23	PFKL	ALOX15	HNRNPA3	MRPL28	PSMC4	MMAB	HMGB3	CNOT2	NAP1L1	PIGT	HADHA	TXNIP	MKKS	OXA1L	TOMM40	SNRPD1	ARPC1A	NDUFV1	PRKRA	HDAC2	TP53	EIF3F	BHLHE40	ILF2	SLC25A39	CYBA	BAZ1B	TREX1	XRCC5	GGCT	SOX2	SPRY1	GLUL	UPF3A	SMS	POLD2	CAPG	LY6E	STOML2	CFL1	NCL	UFD1	RBM3	GTF3A	AGGF1	KRTCAP3	FAM162A	UBA52	LSM3	SLC2A1	DCTPP1	COX8A	TERF1	SNF8	POLR2G	RPL19	IGBP1	TIMM10	MTCH1	TUBA1C	KIF22	RPL13	UGP2	PSMC3	RPL6	CD82	FMO2	NAA10	INTS11	NACA	IDH2	ALDH3A1	IDH3G	WASF2	EIF4H	ARPC2	HSD17B10	METTL23	KHDRBS1	GCHFR	STRAP	NDUFA9	CAMLG	UBE2I	MARCKS	ESRP1	CARHSP1	MYL6B	FHL2	A4GALT	TIMP1	GAS5	CMAS	CSNK2B	EIF3L	PKP3	RPS17	MPG	UQCRC2	ANAPC11	NDUFS2	RPL32	GDI2	COX7B	HNRNPD	LAGE3	RPS8	RPL14	PARP1	PRPF19	FKBP3	ATP5MC1	UBE2E3	PCMT1	MACROD1	C20orf27	PDIA6	PSMD7	EXOSC3	KARS1	EPRS1	HSPD1	PHB	CDC123	MRPS16	SERINC2	SYTL1	ABRACL	ALKBH7	NOB1	CCT4	RPS15A	FKBP4	GPAA1	HES1	PPIG	PSMD2	PRMT1	STAT1	MRPL12	EIF2S3	CDK2AP1	CHST9	EEF1A1	LSM5	MRPL18	METTL9	CCT3	RPN2	NDUFB10	UCHL5	RCN2	ESD	PYCARD	HADHB	PSME1	PABPC1	RPL26	PSMB1	ATP5PB	PPP1R14B	TXNL1	MPC2	UQCC2	VDAC1	PRDX3	HES4	ABT1	CLEC2B	MACROH2A2	LSM8	TCEAL2	SRSF2	TALDO1	CCT6A	RPS12	TEX264	TMEM14A	POLR1D	PPM1G	SRM	UBE2D2	DANCR	UPK1B	NOP53	SCCPDH	EIF3M	MTERF3	NDUFS8	FKBP1A	SNRPE	SUPT16H	RAB13	PTGES3	TSEN34	TRIP6	YWHAH	EIF3E	POLD4	GSTO1	SEC11A	C1QBP	PSMG2	TNFSF10	POLR2E	SNHG5	PLEKHA5	VPS29	SMIM15	AQP5	MRPL13	ADRM1	ECHS1	HNRNPUL1	PSMD8	NDUFS3	SNRPF	HS3ST1	PDCD5	HEBP2	RNASEH2C	PDCD4	SYPL1	RPL10	IGFBP2	YWHAQ	RPL11	EIF3D	TPR	ZNF43	ETFB	NAP1L4	PSMB7	RHEB	GHITM	TOMM5	SSBP1	SUCLG1	MRPS15	AGR2	KIF21A	BSG	RPS27A	POLE4	MLF2	TOMM22	RPL23A	PARK7	RWDD1	TACSTD2	FDPS	KRT16	PHB2	PCBP2	EIF3I	HNRNPR	RAP1B	TXN	NCOR1	NFIA	TUFM	NDUFA10	FAM3D	SRP9	NDUFB5	GADD45A	JUP	INTS10	MDH1	FABP5	AK2	NHP2	CCT7	ST6GALNAC1	ACP1	RPSAP58	RPS6	ALDOA	SNHG7	TP53I13	UXT	S100A14	COX6B1	UQCC3	SRSF3	FAM3C	SNRPG	PDLIM1	P4HB	XRCC6	BAG1	ATP5MC2	PAXX	MRPL21	KRT14	ZFYVE21	MEA1	RHOBTB3	ATP5PO	PSMD4	OAT	SRSF9	MIF	SERPINF1	METTL5	MGST2	ATP5F1C	MRPS26	TKT	NDUFB9	TMEM123	TSC22D3	FOXN3
TRAVAGLINI_LUNG_GOBLET_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_GOBLET_CELL	BPIFB1	MUC5B	ATP12A	TGM2	LCN2	PTGES	CP	C3	CYP2F1	AKR1C1	WFDC2	TSPAN8	LINC00342	MDK	IGFBP3	PIGR	S100P	CXCL6	VMO1	CXCL1	BACE2	ASS1	FAM3D	TIMP1	GSTA1	C15orf48	PSCA	LGALS9	CTSC	RHOV	SORD	SLC4A4	CD82	RDH10	TMPRSS4	HS3ST1	MUC16	ADGRF1	MUC4	SRD5A3	GALNT6	GLIPR2	VTCN1	STEAP1	SLPI	TNFSF10	SLC26A2	WNK2	BIK	NDRG2	OAS1	SCNN1B	SPDEF	REEP3	PODXL	SLC31A1	GOLM1	OAT	KDELR2	CRABP2	CXCL17	MARCKSL1	CAPN13	FUT3	SAT1	CTSB	BZW1	FKBP11	FUT2	IFI16	CARHSP1	KLF4	PSMB10	PDLIM5	BPIFA1	RHOC	FAM3C	SLC6A14	RND3	ST6GAL1	SLC15A2	NIBAN1	LRRC26	NANS	CYBA	PLEKHS1	AGR2	ARL1	PLAAT4	SERPINB4	SERINC2	SLC9A3R2	CSTB	GMDS	SLC12A2	CHL1	DNAJC12	NUCB2	SDF2L1	ECE1	XBP1	CRACR2B	FAM114A1	PAM	B3GNT3	MSMB	SLC5A8	MGST1	RAMP1	GLRX	MYDGF	ST14	FUT6	DHRS9	CHP2	GNA15	RRBP1	CMPK1	A4GALT	PKM	SERPINB3	WFDC21P	STAP2	RPL18A	GTF3C6	AK2	UAP1	CLINT1	B4GALT4	AKR1C3	RER1	ALDH2	SLC25A39	COMTD1	KRT7	DNAJC3	LGALS3	S100A16	CST3	FBXW5	PDIA4	UGP2	ST6GALNAC1	SORL1	PGD	COPB2	P4HB	CYP2J2
TRAVAGLINI_LUNG_MUCOUS_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_MUCOUS_CELL	SCGB3A1	SCGB1A1	BPIFB1	LCN2	TMEM45A	SERPINA3	SAA1	WFDC2	MUC5B	SAA2	RARRES1	CP	MMP7	SLC5A5	FCGBP	PI3	KYNU	TGM2	AKR1C1	HSD17B2	ANKRD36C	TSPAN8	LTF	CRISP3	CYP2F1	PTGES	UBD	IL6	C3	PROM1	KDR	CFB	S100A9	LINC00342	SMIM31	LAG3	CDC42EP5	RIMS1	PIGR	ADAM28	PLK2	ATP12A	RHOV	TNIP3	SLC4A4	SLC26A4	TFPI2	MDK	CCL20	ANPEP	HS3ST1	TNFAIP2	HLA-DQA2	CRYM	KLK11	BACE2	DUSP23	AZGP1	S100P	IRAK3	CXCL8	SERPINF1	ASS1	CXCL6	DUSP5	VMO1	C15orf48	HLA-DQA1	ST3GAL1	ZG16B	GPX3	LYN	ALDH1A3	MUC4	KLK10	CSF3	IGFBP3	KLK12	PTP4A3	RDH10	CXCL1	INSR	CPD	RASD1	ERO1A	SLC26A2	AKR1C2	STT3B	SRD5A3	HIPK2	MUCL1	TMC5	TIMP1	CTSC	BID	SORD	SLPI	REEP3	CX3CL1	PDZK1IP1	MSMB	CXCL3	CLU	TNFSF10	ADM	LIF	IDO1	MED24	TFF3	CCL2	DEFB4A	SLC9A3R2	SOD2	IFITM1	CBR3	LY6E	CTSB	TMEM165	XBP1	SAT1	RPS26	HILPDA	BPIFA1	CSTB	CXCL10
TRAVAGLINI_LUNG_SEROUS_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_SEROUS_CELL	LYZ	ZG16B	PRR4	C6orf58	PIP	LTF	TCN1	S100A1	NDRG2	AZGP1	SLC12A2	LPO	PRB3	LRRC26	S100B	DMBT1	SLPI	LINC01829	PRB1	PART1	PRH2	MIA	PRH1	GNAS	PPP1R1B	TTYH1	ODAM	PHLDA1	BPIFB1	CCL28	PIGR	KCNN4	MARCKSL1	SSR4	GATM	PLTP	SERPINA3	PRB2	BPIFA1	PADI2	SLC13A2	DEPTOR	WFDC2	FAM3D	MUC7	BARX2	SMR3A	TESC	PKDCC	CXCL17	GGTA1	PRB4	SFRP1	TPD52L1	RTN1	SELENOM	ELF5	PAIP2B	RBP7	NPDC1	APIP	FDCSP	CYP4X1	CRISP3	SLC5A1	STK39	AQP5	FKBP11	AIF1L	GCNT3	ALDH1L1	CA2	GMDS	CLDN10	WFDC21P	PHGDH	SH3BGRL2	CDC42EP5	PYCR1	NUCB2	SMCO4	HSD17B2	MANSC1	GPT2	PPP1R16A	FUOM	ELAPOR1	CAPN12	PHB	ALDH18A1	ATP2A3	XBP1	AK4	PDCD4	FAM107B
TRAVAGLINI_LUNG_NEUROENDOCRINE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_NEUROENDOCRINE_CELL	SEC11C	BEX1	GRP	SCGN	SCG2	MEG3	CPE	SCG3	DDC	SYT1	FXYD6	ASCL1	CHGB	PHGR1	CPLX2	SLC35D3	RPRM	TMEM176B	PCSK1N	TMEM176A	PROX1	INA	DIRAS3	FXYD2	ELAVL4	MIAT	HOXB2	KIF1A	PPP1R17	GFRA3	CALY	UCHL1	SCG5	SYT4	NOL4	PAK3	SYT7	NPDC1	SYT13	NNAT	PKIB	NRXN1	APLP1	NENF	CAMK2B	RIMS2	NEB	DPYSL3	TAGLN3	KCNH2	DRAIC	UNC80	PCSK1	SNAP25	GRIA2	DUSP26	RALYL	ELMO1	SCN3A	SPHKAP	CALD1	SEZ6L	NEURL1	DNAJC12	PITX1	MB	LRRTM3	BAMBI	ESPL1	PTPRN	TCF4	INSM1	MAP1B	TUBB2B	PCBP3	NCAM1	LSAMP	GNG4	KCTD8	PIEZO2	RUNDC3A	STMN1	TBCA	STXBP5L	CRMP1	PCSK2	VAMP2	DGKB	PODXL2	C5orf66-AS1	C3orf14	CHST1	MIR7-3HG	AMIGO2	HAGH	SSR4	BEX2	HLA-A	PTMS	DYNC1I1	NOS1AP	IL17RB	ACTL6B	ENO2	SLC35G2	KIF5C	SNAP91	LYPD1	CELF3	CIRBP	SOD3	AKR1B1	RASD1	PRDX2	TCEAL7	ATP6V0E2	NEGR1	LINC00643	CTNNA2	KCNK12	ESPN	TNFRSF11B	DISP2	CAMLG	GNAO1	ZNF483	PAM	STMN2
TRAVAGLINI_LUNG_ALVEOLAR_EPITHELIAL_TYPE_1_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_ALVEOLAR_EPITHELIAL_TYPE_1_CELL	EMP2	SPOCK2	AGER	COL4A2	SCEL	TIMP3	UPK3B	RTKN2	CAV1	FSTL3	COL12A1	COL8A1	NCKAP5	SPARC	IL32	CLIC5	HBEGF	UNC13D	S100A10	COL4A1	ANKRD29	TUBB6	FADS3	WFS1	SEMA3B	ABCA1	MGLL	LRRN4	KLF6	SLC2A3	MYRF	MYL9	ROR1	SEMA5A	LAMA3	CLDN18	ANXA3	TNNC1	HEG1	CLIC3	PKDCC	MYL12A	KRT18	PHLDB2	ITLN2	CAV2	SLC39A8	GPM6A	PLLP	RGCC	PDPN	PDGFA	COL4A3	CRYAB	FHL1	GPRC5A	CST6	CYP4B1	ST6GALNAC5	MS4A15	WNT7A	PCYOX1	PAPSS2	CCN1	DENND3	COL4A4	MYADM	SUSD2	AQP4	CD151	LMO7	TSPAN13	TAGLN	ICAM1	LIMS2	CADM1	EHD2	PLEKHO1	NDNF	SAMD4A	CD55	TNFRSF12A	CFL2	PDLIM2	VEGFA	ACTB	CCBE1	HPCAL1	MAP2	KLK7	SLC6A4	MATN3	EFNA1	DST	GRK5	HOPX	LIMCH1	RAB11FIP1	GAS6	PRSS8	FN1	ABCA8	EPB41L3	C1orf198	ANOS1	GGTLC1	EDN1	TIMP2	B2M	CLDN7	DAPK2	RRAS	HYAL1	KRT7	ATF3	ZBED2	SBSPON	DPYSL2	APLP2	LAMC2	NDST1	S100A4	ABLIM1	MYL6	OTUD1	TMEM139	GGT1	CD9	RAB32	PIEZO1	TES	CDKN2B	IL18	BDNF	CD47	ITGA3	EYA4	CEACAM6	NEXN	GJA1	PDLIM3	RDX	RBP1	C10orf67	TTLL7	RNASE1	GPRIN2	ALS2CL	DLC1	ANO6	ATP2B4	ATP1B3	CPM	HSPG2	ANKRD1	SPRYD7	MYO1B	AHNAK	SPRING1	P4HA2	TACC1	FOLR1	FBLN5	TMOD3	FAM189A2	ST3GAL4	TRIM16	CGN	MGAT3	DIPK2A	ACKR4	ADRB2	NEDD9	ABI3BP	LAMB3	ANXA2	EFEMP1	MAP7D1	HSPB8	ARAP2	SULT1A1	NTM	MYO1C	MYL12B	SULT1A2	EHD1	PARD6B	PPFIBP1	ANKS1A	IGFBP7	CAPN2	GADD45B	KRT8	TACSTD2	PTPRE	NGF	ARL6IP5	SNAP23	ANGPTL2	WASF3	CLIC2	KHDRBS2	EPB41L5	GALNT18	FERMT2	KRT19	TNFAIP1	PROS1	CCN2	NHSL1	ISG20	EPCAM	PLAC8	SNX22	GKN2	TOR1AIP2	INF2	TNS1	SPINT1	VSIG2	EFR3B	ATP11A	ARHGEF26	TM4SF1	ITPRIP	UBC	RAB31	RHOF	PMP22	CELF2	RASAL2	TBC1D2	PTPN1	N4BP1	SGCE	TMEM179B	STX11	HACD1	SFN	SERINC5	HSPB1	WWC2	SCD5	PDZD2	TXNDC11	LAPTM4A	SMAD7	PNPLA2	SPTAN1	PLCE1	EPS8L2	B3GNT7	CLDN4	PEBP4	B3GNT2	SBDS	PRDX1	CFLAR	LPCAT3	SPTBN1	LGALS3	GALK1	FLNA	RASSF8	MT2A	TGFBR2	HLA-C	PEAK1	SLC7A6	CRIP2	FAS	PTGS2	BCAP31	SEMA6D	DUSP1	DOCK11	PLEKHA1	TMEM109	MT1E	RNF213	PGM1	TSPAN4	ATOH8	MVB12B	PARP14	ARPC5	NXN	PON2	SDC1	ACTG1	HEBP1	AGRN	SDCBP	CYSTM1	KCNN3	SPINT2	OSGIN2	RNF128	FZD5	VCL	PTPN21	RANBP17	PFKFB3	ECEL1P2	FKBP9	LAMC1	SLC7A7	CD63	SLC39A13	SFTA1P	RIN2	CLIP4	TMEM59	LMTK2	SULT2B1	PLS3	OSGIN1	COMT	GLS	B4GALT1	NEDD4L	SH2D4A	INSIG2	ZFP36	KLF2	HCFC1R1	NEAT1	AGTPBP1	ABCA7	ADRB1	H3-3B	TSC22D2	TPM4	ZFYVE9	TSPAN15	DUSP7	MSLN	P3H2	TMPRSS2	HIP1	RIPK2	SLC1A1	POLR2L	YWHAH	CNTN6	ACAA2	EVA1A	DNAJB1	OPN3	SEMA3E	TPPP	CKB	JADE1	SLC40A1	CXCL16	SRGAP2B	SNX21	GOLGA8A	C14orf132	CNPPD1	WNT3A	ELOVL5	SYNGR2	CYBRD1	ALDH3A2	SSR2	ERRFI1	PRKCZ	CUX1	DOCK4	DAD1	PPP1R15A	TTC7A	KIF5B	TSPAN7	ITM2B	MT1X	PRR5L	STX12	NBEAL2	CDKN1A	PAX8-AS1	SCNN1B	TMSB4X	FILIP1	TUBA4A	STX3	B3GNT8	ARHGAP29	IRF1	MALAT1
TRAVAGLINI_LUNG_ALVEOLAR_EPITHELIAL_TYPE_2_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_ALVEOLAR_EPITHELIAL_TYPE_2_CELL	SFTPC	PGC	SFTPA1	NAPSA	SFTPA2	LAMP3	HHIP	ABCA3	CSF3R	C11orf96	DMBT1	PLA2G1B	LHFPL3-AS2	SFTPD	WIF1	ALOX15B	CHI3L2	CA2	NPC2	CPB2	ALPL	AQP1	LRRK2	CRTAC1	SLC6A14	P3H2	CD36	PEBP4	CTSH	RASGRF1	MFSD2A	STC1	ESAM	C4BPA	TTN	SCD	SERPINA1	RND1	NRGN	TMEM163	SPRY4	CHI3L1	HMOX1	HP	TFPI	HHIP-AS1	SFTPB	C3	ELAPOR2	DBI	NNMT	FASN	CXCL2	EDNRB	ETV5	PARM1	CHIAP2	C16orf89	SDR16C5	SLC46A2	LRRC36	SNX30	TMEM243	LPL	ORM1	FABP5	MSMO1	CD83	ACSL4	ZNF385B	NECAB1	KCNJ15	DRAM1	ETV1	KCNJ8	SLC34A2	PID1	CDC42EP1	MALL	CD44	AGPAT2	ASRGL1	SLC22A31	RGS16	FTL	SELENBP1	BMP2	STEAP4	DUSP6	PPP1R1B	SMAGP	RAB27A	ODC1	LGALSL	AREG	SOD2	DCXR	NFKBIA	FBP1	CD74	MSN	CACNA2D2	AK1	LGMN	CSF3	SOCS2	MUC1	CAT	LANCL1-AS1	ZDHHC3	MED24	TIFA	PLIN2	FGG	TPD52L1	GKN2	HLA-DRB1	CHP1	FMO5	HSD17B4	C1orf21	S100A14	CXCL3	B3GNT8	QDPR	ACADL	RBPMS-AS1	AKAP13	SERPINB1	LPCAT1	CHCHD7	GSTA4	BLVRB	SNX25	LTA4H	MLPH
TRAVAGLINI_LUNG_SIGNALING_ALVEOLAR_EPITHELIAL_TYPE_2_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_SIGNALING_ALVEOLAR_EPITHELIAL_TYPE_2_CELL	SLC22A31	PEBP4	SFTPD	CLDN18	PXMP4	PGC	SFTPA2	GSTA4	SFTPA1	LRRK2	SECISBP2L	SFTPB	NPC2	SFTA3	MUC1	C16orf89	AKAP13	CACNA2D2	NECAB3	PTPN13	CPM	PMM1	RGS16	RNASE1	MBIP	FBP1	SFTPC	SLC34A2	LAMP3	MTUS1	FABP5	DLC1	GKN2	NINJ2	HOPX	CD74	DRAM1	SNX30	KCNJ15	ROS1	S100A14	ZNF385B	SELENBP1	CRTAC1	CXCL17	RFTN1	ATP8A1	PCDH9	LMO3	ABCA3	DUOX1	ETV5	PPP2R5A	CREB3L1	CYB5A	ATP11A	FNIP2	TXNIP	PARM1	CHIAP2	TMSB4X	CD44	C1orf21	TXNDC17	FASN	C5orf38	QSOX1	TMEM125	CD81	SCD	MALL
TRAVAGLINI_LUNG_ARTERY_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_ARTERY_CELL	CXCL12	SERPINE2	DKK2	HEY1	GJA5	PTGIS	FBLN5	AIF1L	NOS1	F2R	PCSK5	LTBP4	MGP	IFITM1	SULF1	PALMD	KCNMB4	TSPAN2	ASRGL1	CLIC3	GATA6	CLDN10	KAZALD1	GLUL	SRGN	PTPRB	IL11RA	MECOM	SOX17	F8	RNF144B	KCTD12	IGFBP3	PLTP	EXOC6	THSD7A	EFNB2	SRPX	TACC1	LTBP1	PROCR	CTNNAL1	TM6SF1	RUNX1T1	TMEM120A	VEGFA	LIMA1	FBLN2	SRP14	TSPAN7	SELP	ATP13A3	HS6ST1	NPR3	HERPUD1	BMX	LPCAT2	STMN1	ARGLU1	PLLP	SMAD6	ABI3BP	ITPR2	TOX2	ENTPD1	PLAC9	MMRN2	ZFAND5	IL33	TMEM245	CTDSPL	SEMA3G	FNBP1	RND3	ATP1A1	TIPARP	GIPC2	FN1	GIMAP1	CDC42EP3	SSTR1	ITGB4	EPS8	HES4	HSD17B12	RNASE1	GFOD1	FBLIM1	PTPRR	CYYR1	RASGEF1B	AZIN1	CTTNBP2NL	SLC15A3	FAM107A	JAM2	ARHGAP4	PPP1R14A	SEC11C	LIFR	SOX4	GIMAP7	CFAP36	CALCRL	TRABD2A	PDCD4	PRKX	CTSC	ENPP2	PIK3C2B	NPDC1	HIF1A	ADAM15	PIR	PNRC1	CKB	IFI44L	SLC7A2	PGRMC2	MT1E	FGF18	MYLIP	CXCL2	PALLD	OCIAD2	GIMAP8	PLCG2	ARHGDIB	PLA2G5	PLK2	IFI6
TRAVAGLINI_LUNG_VEIN_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_VEIN_CELL	ACKR1	PLA1A	CPE	C7	VCAM1	PLAT	HDAC9	CLU	FTH1	NAMPT	CCL23	SELP	LYVE1	PRSS23	NNMT	SRPX	SOD2	CYP1B1	NCOA7	CXCL2	IL1R1	VWF	FSTL3	SOX7	SELE	SLCO2A1	ABI3BP	PRCP	CADM3-AS1	ADGRG6	TIMP1	PTGDS	MMRN1	ADAMTS9	UPP1	CSF3	ICAM1	ADAMTS4	LYST	TNFAIP3
TRAVAGLINI_LUNG_CAPILLARY_AEROCYTE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_CAPILLARY_AEROCYTE_CELL	HPGD	EDNRB	S100A3	IL1RL1	SOSTDC1	S100A4	CYP3A5	CA4	PRX	IL32	HOPX	AQP1	ICAM2	SERPINE1	TBX2	SLC14A1	CD74	SPARC	B2M	EMCN	TGFBR3	SLC12A2	DHRS7	S100A6	F3	GPX1	B3GALNT1	RTN1	INMT	CD83	ADGRL2	TUBA1A	LGALS1	EXPH5	UBB	GPX3	VIPR1	EMP2	ITM2B	PRKCE	GNG11	RNF24
TRAVAGLINI_LUNG_CAPILLARY_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_CAPILLARY_CELL	FCN3	IL7R	SLC6A4	CD36	CA4	NTRK2	RNASE1	EDN1	RGCC	BTNL9	DUSP6	RNF144B	TNFSF10	KIAA1217
TRAVAGLINI_LUNG_CAPILLARY_INTERMEDIATE_1_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_CAPILLARY_INTERMEDIATE_1_CELL	HPGD	SOSTDC1	EDNRB	S100A3	S100A4	CA4	MTSS1	HLA-DRB1	IL1RL1	HLA-DQA1	SERPINE1	ADGRL2	HLA-DRB5	HLA-DQB1	SPARC	F2RL3	MBOAT2	FOXF1	VIPR1	MYLK	IL7R	PRX	TMEM100	SLCO4A1	EFNB1	EDIL3	CX3CL1	CYP3A5	ICAM1	VAT1	HSPB8	ITGA3	FKBP5	CD82	SLC14A1	TSPAN15	ISG20	PIK3IP1	TBX3	PLAU	PPP1R15A	CD83	FENDRR	FMNL2	MYADM	EMCN	TMEM51	MYO6	CD74	TSC22D3	ATP2B4	RPN1	CNN3	FZD4	TMEM204	FRY	NCALD	PREX1	GALNT18	ESAM	PRKCE	B3GALNT1	ZFP36L1	IL15RA	RASAL2	GPX3	SGK1	EXPH5	CD14	TSPAN12	ZDHHC14	BAIAP2	UBC	IRF1	FAXDC2	IFNGR1	PLIN2	RTN4	CSF1	FHL1	DLGAP4	TUBA1A	HLA-B	IL32	ACVRL1	TGFBR3	CMTM3	TBXAS1	AFF3	ANXA3	RGCC	WFDC1	CA2	SERPINB1	FNBP1L	RRAS	PPP3CC	TINAGL1	TNIP1	HECW2	CCND3	ADGRF5	JAM3	PAPSS2	DNAJC1	NUAK2	ITGA1	SH2D3C	RSRP1	TBX2	PLAGL1	RCSD1	PHLDB1	STX11	ZNF331	AQP1	GPX1	DISP1	CHST2	ACE	ANXA1	PDGFB	PLEKHG1	STXBP6	SAMD9L	PALD1	PHLDA1	MEF2A	STC1	CDH5	HOPX	IBA57	RNASET2	DNAJB1	NTN4	KIAA1217	TNFRSF1A	MXD4	EDN2	SLCO3A1	ITGA5	DENND2B	DOCK9	CDKN2B	ICAM2	PCDH12	TIMP3	EMP2	KCNQ1OT1	RAPGEF5	TYMP	SERPINB6	KLF7	WASF2	PCDH1	PDLIM1	SYNGR2	NEDD9
TRAVAGLINI_LUNG_CAPILLARY_INTERMEDIATE_2_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_CAPILLARY_INTERMEDIATE_2_CELL	TMSB4X	SLC9A3R2	TMSB10	PCAT19	SPTBN1	PTMA	KTN1	CSDE1	GUK1	UQCR11	ATP5ME	C4orf3	CAVIN1	BRK1	TMA7	ISCU	ELOB	ANAPC16	RAB13	SEC62	ATP5MD	DYNLRB1	UBL5	SNHG6	NDRG2	FIS1	HNRNPA3	CCND1	COPS9	ATOX1	VAMP5	GMFG	MYZAP	IFI27	SAP18	RPS26	YWHAE	TRIR	NDUFB9	ATP5PF	COX7A1	TOMM7	ATP5MPL	NDUFB4	OST4	HMGB1	KIF5B	CCNI	NAP1L1	CHMP2A	SERF2	MRFAP1	RBM17	ENSA	TLE5	RBX1	DYNC1LI2	NEDD8	NDUFA13	LSM3	COX6C	LAMTOR1	NDUFB1	DBI	ARPC1A	HMGN2	PSMA6	SEPTIN7	COX7A2	CMPK1	SLIRP	NDUFA3	SELENOK	UQCRQ	POLR2F	SERINC1	PSME2	SH3BGRL	CHMP5	ATP5PD	SEC61G	BUD31	C9orf16	PEA15	UBE2L3	CSTB	GPX4	RAP1A	ARL2	HPCAL1	HSBP1	PRDX5	SYF2	VAMP8	EIF5B	UQCRB	TPM3	OPTN	COX6B1	CARD16	NDUFA12	MRPL33	RPS27L	COX17	PDAP1	ITGB1	JCAD	RPL36AL	UQCR10	S100A13	TMEM219	RNF181	BLOC1S1	CLTB	NDUFS5	GNG5	VAMP3	NDUFA4	RPS19BP1	NDUFS6	SRP9	MYH9	MTRNR2L8	RWDD1	FKBP8	PSME1	GABARAP	HNRNPM	CALM3	CAPN2	NGRN	ATP5IF1	IFI27L2	NUCB2	PSMB9	ATP5F1E	SEPTIN2	PRMT1	SH3BGRL3	ZEB1	IK	AP3S1	PCNP	SNRPD2	ANP32B	ROMO1	PET100	NDUFA2	MORF4L1	EI24	DYNLT1	MRPS18C	CALR	MAP4	COX7C	DAZAP2	TMEM230	RTF2	HNRNPH3	ARL2BP	SUMO3	SSU72	COX4I1	GPX1	RHOA	MAPRE1	SELENOW	UACA	TRAPPC1	ARPC2	TPR	SET	SPARC	ATRX	POLR2L	SRSF4	CFDP1	MYL6	DPYSL2	COMMD6	MED28	PFDN5	DDAH2	RALA	MT1L	CAPZA2	MYLK	SUMO2	EPAS1	UBE2E1	NAA38	PPP1R11	RPL38	GIMAP4	PIN4	SH3BP5	MTRNR2L2	APOL3	UBE2L6	RNF11	FAM204A	BAG1	SERPINB6	MRPS18B	YBX1	RPS29	SNHG32	POLR3GL	GIMAP6	CALM1	KLHL5	OAZ1	PKIG	CARHSP1	FTL	CCDC69	PPIA	ARRDC2	C1orf115	MPG	PHACTR2	CYB5A	SPOP	TNIP1	DYNLT3	RNF115	SYNPO	CCND3	PRX	HSPA12B	RPLP2	WBP11	POMP	PAK2	MAFF	NSRP1	GOLGA4	LARP7	SEC14L1	RPS4Y1	CDC26	BTN3A3	TPM4	C7orf50	PTMS	WDR45B	TSR2	ANAPC13	PSIP1	TPM1	EPB41L2	ARHGEF12	TMEM126B	LHFPL6	H2AZ2	GTF3A	PTPRN2	UBA52	HLA-DQB1	BCL6B	MTIF3	B2M	FOXN3	NDEL1	SLU7	ARPP19	ARHGAP18	OTUD6B-AS1	RPL27	FGD5-AS1	FYTTD1	TUSC2	FBXO21	ARMCX3	ADIPOR2	SZRD1	FNBP1L	DPYSL3	PAK4	EMP3	CPNE2	SYNJ2BP	ZNF667-AS1	CFAP36	MMP24OS	TTC1	MOCS2	SNX5	FCN3	LRCH1	BNIP3	PDLIM2	S100A6	C9orf78	STXBP6	SVIP	MTRNR2L1	ERGIC2	LGALS1	ZC3H13	CETN2	IRF1-AS1	PPP2R5A	R3HCC1	MXRA7	UBE2Q2	RPL37	RPL22	IFI6	TAF15	RPS20	NOSTRIN	TNFSF12	MYL12A	BTN3A1	RPS25	GPBP1L1	TPT1	GATA2-AS1	CCDC82	RPL23	MYL9	S100A4	RPL37A	TADA3	GRK5	CHCHD7	WASHC2A	TMEM100	ANP32A	HTATIP2	RPS11	EIF4EBP2	MT1E	IFITM2	HLA-DPB1	TP53TG1	MKRN1	RPL27A	GBP3	FTH1	EGFL7	WFDC1	RPS21	DCTN1	SH3D19	PINK1	PSME3IP1	PCTP	ANP32E	IL7R	TCEAL3	RPL41	BAALC	CCDC25	FAU	C1orf54	PLGRKT	RPL31	TMEM204	RPS27	CDC25B	PCGF5	ZBTB8OS	MT1M	IFITM3	HLA-DQA2	GYPC	C22orf39	AKR1C3	ATP2C1	RPL30	CCL20	RGCC	KIF1C	HLA-DQA1	PTP4A3	SCGB1A1	MBP	S100A10	DDIT4	RPL35	FKBP1A	RFLNB	GPIHBP1	RPLP1	SCGB3A1	MT2A	RPS28	RCSD1	RPL39	RPS27A	FAM107A	SLC14A1	ADIRF	RPS24	CAVIN2	RPS7	FKBP5	RPS12	HLA-DRA	EEF1A1	IL32	HPGD	RPL34	TCIM	TAGLN	S100A3
TRAVAGLINI_LUNG_BRONCHIAL_VESSEL_1_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_BRONCHIAL_VESSEL_1_CELL	SPRY1	RPL36	RPL38	RPL34	RPL37A	RPS29	RPL12	MYC	RPL23A	RPS12	RPS28	RPL32	RPL37	RPS23	RPL35A	RPLP2	RPS19	DDX21	RPS8	RPLP1	RPL31	RPS16	RPS21	RPL35	RPS27	FOXC1	IFITM1	GJA1	NME1	CCN1	RPS2	LITAF	RPL13AP5	RPL28	RPS15A	RPL39	RPS13	ITPKC	RPSAP58	NOP16	ADAMTS9	RPS15	RPL26	RPS5	RPS14	RPS24	RPL18	RPL10A	RPL23	PLVAP	CMIP	RELL1	TPT1	RPS27A	OLFM1	RPL27A	NCOA7	VWA1	PNP	RPL5	GNL3	EHD4	RPL13	RPL8	RPS3	INSR	RPL18A	RPL11	MTHFD2	HSPD1	EGR3	SWAP70	HSPG2	COL15A1	SEMA6B	HBEGF	PABPC1	CDC42EP3	FOXO1	RPSA	NPM1	RPS6	RPL27	EGR1	FAU	MGP	RPL21	CCN2	RPL41	ABCB1	RPS20	RPL30	RPL19	RPL24	LGALS3	ETS2	ADM5	ARID5A	RPLP0	SERBP1	HSP90AB1	CYYR1	RSL1D1	RPS3A	RPL14	CMAHP	RPL29	RPL13A	RPL3	RPS7	CCDC3	ZNF385D	MCTP1	FAM110D	ADGRL4	INHBB	THBS1	UBA52	ANGPT2	SNRPE	PALMD	NNMT	RPL15	CDKN1A	MEF2C	ANP32B	PITPNC1	NDRG1	GAS5	SNRPD1	ZFAND5	SLC25A5	PIM1	UPP1	NHP2	PPP3CA	RPL6	EEF2	ADAMTS4	SNHG16	ZFP36L2	MLEC	RPL4	C11orf96	EVL	CCDC85B	HNRNPA1	BACE2	NUAK1	FAM43A	PRDX4	TM4SF18	ENO1	IGFBP7	RUNDC3B	PTMS	SPARCL1	DUSP23	IGFBP2	EGR2	ENPP2	RPL10	BZW2	HMGN1	UGCG	NACA	RSL24D1	CDC37	PCDH17	TRIB1	RPL7	RPS4X	C2CD4B	TAGLN	TESC	RPL22	ZFAS1	EIF3D	ADAMTS1	NET1	PRDX6	PTMA	HSPE1	RBP7	LYRM1	MAT2A	EPS8	SPP1	PFDN5	GASK1B	ARID5B	ACKR1	PKP4	RDX	COTL1	UXT	SOCS3	UQCRB	CDA	EIF3F	DIPK2B	CPXM2	EIF4B	IMPDH2	NR4A2	EIF3E	BHLHE40	LAPTM4B	LDHA	PFKP	POLE4	HAPLN3	ACTN1	TMEM70	MGLL	MPZL2	RCAN1	RPL22L1	MYL9	APOLD1	GADD45A	TSPAN13	POSTN	EIF3G
TRAVAGLINI_LUNG_BRONCHIAL_VESSEL_2_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_BRONCHIAL_VESSEL_2_CELL	TM4SF1	SLC2A3	EMP1	SOCS3	SERTAD1	ABCB1	H3-3B	TSC22D1	IFITM1	ARID5A	SLC25A25	HBEGF	DDX5	RUNDC3B	GJA1	MCL1	ADM	ACTB	CDKN1A	APOLD1	SRGN	CD36	RBP7	TSPAN13	NR4A1	B3GNT5	BHLHE40	PALMD	FOSB	ACTG1	ZFP36	SOCS2	CCN1	SPARCL1	JUNB	LPAR6	PLSCR1	MYC	EIF1	ETS2	DDX3X	STOM	FMO2	LDLR	DLC1	CP	CFAP20	INSIG1	SDCBP	PIM1	ZFAND5	CCN2	ELF1	SIK1	TM4SF18	TRIB1	HNRNPF	RCAN1	PCDH17	A2M	IFI16	RBM8A	NEDD9	MT2A	RGCC	RAB20	JMJD1C	SOX17	SOS1	BEX5	PRDM1	GADD45B	SRSF3	XIST	THBD	APOL4	YBX3	ADAMTS1	CCNL1	TMEM70	U2AF1	C1orf54	CRHBP	HSP90AB1	MRPL33	BAG3	MEF2C	ATP1B3	UBE2D3	SRSF7	CD200	IDI1	RNF122	IFITM3	H2AZ1	CSRNP1	RPL17	TFPI2	VWA1	FOSL2	ADRB1	HNRNPDL	POMP	MIDN	SUB1	IRF7	CXCL12	BZW1	FAM133B	WSB1	SFTPC	SPRY1	F8	PISD	RBM7	IGLL5	MGLL	COL15A1	PFDN2	IFITM2	EGR3	GTF2B	MIR22HG	PNP	HNRNPH1	CDC42SE1	TUBA1B	HNRNPA2B1	SNX3	SFPQ	CD300LG	ILF2	BCL10	HNRNPA1	UAP1	CYYR1	MSX1	ETV6	TUBB4B	IRF2BPL	PLAUR	CLEC14A	NPM1	TPM4	FAM43A	PLEKHF2	UGCG	UBC	PGK1	RND3	LRRC32	CDC42EP3	EIF4G2	KDM6B	IVNS1ABP	ITM2A	STX12	TSC22D2	C1orf56	RPS10	EIF3I	MX1	RSL24D1	UBE2J1	H3P6	LMCD1	DIPK2B	C11orf91	SDE2	MYCT1	SERTAD3	MAGOH	CTNNB1	ARF6	SERPINH1	ATF3	CDK17	RAB5A	SAR1A	BTG2	MAT2A	LYZ	ABL2	SRSF6	NR4A2	NNMT	STC2	MAFF	SRSF5	TAP1	DDX21	ELOC	LMNA	TCF4	COX17	RDX	NFE2L2	AHR	EGR1	ESAM	RAPGEF4	PFKFB3	IFIT3	RPIA	RGS1	COQ10B	FAM13C	ULBP2	RBMX	WARS1	ENPP2	EIF3J	RASGRP3	COL4A1	TPSAB1	ZYX	SARAF	KLF10	CYP51A1	PPP1R14A	CYCS	RNF138	NAMPT	ZC3HAV1	SNRPD1	DNTTIP2	STARD4	CYTH2	ARF4	YWHAH	FUS	VASP	CLIC4	TNFRSF12A	DNAJA1	C11orf96	ITPRIP	SLC25A5	IRF1	GNAI3	MYL9	CD34	DCAF13	HNRNPM	RBPMS	MLEC	SMU1	PLPP3	HSPA8	LDHA	RAP1B	SNAI1	TMSB15A	NIP7	SCGB3A2	SWAP70	CEBPD	FN1	ADAMTS9	PER2	FAM110D	C1orf52	IFIT1	SNRPB2	CDC42EP1	TAF7	BMP6	IFI6	TPD52	ZNF593	RRP7A	PICALM
TRAVAGLINI_LUNG_LYMPHATIC_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_LYMPHATIC_CELL	CCL21	TFF3	B3GNT7	PDPN	MRC1	OAF	FABP4	MMRN1	SCN3B	ACKR2	CHRDL1	TBX1	EFNA5	PROX1	MAP1B	HSPB1	FABP5	PTPN3	SEMA3D	CCDC80	RELN	DSP	STON2	LAPTM5	FLNC	EFEMP1	PKHD1L1	RARRES2	LAMA4	SLC38A1	PARD6G	NRP2	FAM174B	NHSL1	PGM5	RGS16	IGF1	SNCG	NR2F1	IGFBP7	MPP7	COLEC12	GGTA1	FLT4	GPM6A	FAM102A	MAF	GYPC	WFS1	HEBP1	SGCE	LIMS1	STMN1	UCP2	MFAP2	FN1	FRMD6	PLIN5	PDGFC	PDLIM4	ARL4A	PDE2A	LAYN	SLC7A1	GLT8D2	SCNN1B	UBTD1	BCAT1	PPP1R2	LIF	HS3ST1	PTX3	NTN1	IGFBP5	GAS7	APOLD1	AKAP12	STAB2	EMILIN1	TSPAN5	PRKCQ-AS1	TMEM98	GPR182	ARID5B	SEMA3A	SMYD2	MFAP4	HOXD8	LRATD1	SCN9A	PTPRE	SMOC1	RTKN	SMAD1	LOX	PLP2	FAM107B	TIMP2	ADD3-AS1	SLC43A3	ANXA2	KLHL4	TGFBI	RAB11FIP1	TSHZ2	CLU	DKK3	SLCO2B1	NR2F1-AS1	MGST1	GNAS	C6orf141	TM4SF18	CRTAC1	CTSD	FHL2	RADIL	PIEZO2	ANGPT2	FILIP1	BCL7C	C1orf198	TXN	PLBD1	MIR4435-2HG	ABHD2	LYN	FSCN1	NTS	LSP1	IRF8	PPFIBP1	CREB5	PHLDB2	LGALS3	KRT18	LYVE1	RASGRP3	RAB11FIP5	LRRN4CL	PDGFA	HOXD9	PRKAA2	CHST15	NNMT	SPHK1	S100A10	APOD	SLC35E4	DHODH	SLC38A2	MGLL	TRIP6	NFIA-AS2	ADGRG3	SLC24A1	NR2F2	GSTA4	FHL3	SCRN1	RHOJ	ACTN1	CD47	RPS2	MEDAG	PALM	AIG1	CD200	TNFAIP8L3	SFRP1	CXXC5	LAMC1	CST3	BATF3	RAB3IL1	BACE2	LTBP4	GGT5	DTX1	PRR5	PGAP4	DAD1	MEGF6	RPL7	OST4	RPL29	LMNA	SIRPA	FAM126A	ADD3	RPL39	ELN	HOMER3	P3H2	UTRN	ELK3	DIPK2B	COL6A2	LY96	PDE1A	P4HA3	CHST12	MMP2	ABHD17B	CFH	GLIPR2	FAM162B	DMTN	MAP7D3
TRAVAGLINI_LUNG_AIRWAY_SMOOTH_MUSCLE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_AIRWAY_SMOOTH_MUSCLE_CELL	TNNT2	SORBS2	TAGLN	DES	LDB3	ATP1A2	NIBAN1	TPM2	ACTA2	NTRK3	MYL9	RERGL	DSTN	SNCG	LMOD1	SLC38A1	ACTG2	KCNA5	CASQ2	ITGA7	MYOZ1	PLN	TINAGL1	NDUFA4	SPEG	MCAM	PPP1R14A	MYL6	IGFBP5	EFHD1	CSRP2	TPM1	SYNPO2	LIMS2	MYOCD	TGM2	NDUFB7	EDNRB	KCNMB1	CAV1	RPLP1	CNN1	ITIH3	RPS27	CRIP2	MEF2C	RPS14	CSRP1	RAMP1	HACD1	COX7A1	LPP	RCAN2	FLNA	ESAM	CAMK2G	CAP2	TM4SF1	IRAG1	RPL23A	RPL31	RPL37A	WFDC1	ISYNA1	PFN1	SORBS1	SEPTIN7	UNC45B	NEXN	RPS21	NET1	BCAM	RPL34	AKAP1	SOD3	MAP1B	SERPINI1	RAB20	HES4	CDH13	COX7C	EPAS1	HSPB1	RPS6	PLAC9	TSPAN2	CCN3	EZR	KCNAB1	MGLL	RPS16	MOB2	IGFBP7	TBX2-AS1	C12orf75	NDUFB1	ANAPC16	ROCK1	COX6A1	NOL3	MGST3	TLN1	GPRC5C	ACTN1	CRYAB	KANK2	NTF3	MAP3K7CL	MYLK	MSRB3	NRGN	RPL23	HEY2	RPL38	UQCRB	RPL18	MYH11	RPL41	HSPB7	NTN4	MRPL33	SLIRP	HCFC1R1	ANGPT2	PPP1R12A	RASGRP2	MZT2B	KRT18	UQCRQ	RASSF3	RPS27A	CCN5	CAV2	RPL5	ID4	ANTXR1	RPL27	H2AJ	JPH2	RPL14	CD9	NDUFB2	WDR1	CHURC1	MICAL1	SLMAP	PTMA	TGFB1I1	CALM2	UBL5	TMEM38B	ENTPD1	THSD4	PPP1R12B	NDUFB4	PDLIM5	FOXS1	JAK2	TBC1D1	CPED1	RPL27A	RPL21	RPL10A	CD151	ALDOC	SH3BGRL
TRAVAGLINI_LUNG_VASCULAR_SMOOTH_MUSCLE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_VASCULAR_SMOOTH_MUSCLE_CELL	COX4I2	NOTCH3	TINAGL1	ESAM	MCAM	TAGLN	EGFL6	KRT18	ADGRF5	LRRC32	WFDC1	HEYL	ACTA2	EPAS1	TM4SF1	HES4	PDGFA	ACTG2	MYL9	RGS5	ECRG4	EPS8	EFHD1	CNN1	EZR	ITGA1	TPM2	MYH9	PPP1R14A	IGFBP7	FHL5	LGI4	JAG1	SEMA5A	ARHGDIB	CAV1	CDH6	TPM1	ISYNA1	HSPA2	LMOD1	MYL6	ACTN1	SOD3	PARM1	LPP	INPP4B	RCAN2	PDLIM7	BGN	CRIM1	SYTL2	CALD1	MYLK	TPM4	MSRB3	PTMA	SEPTIN7	CNN3	FRZB	RPS7
TRAVAGLINI_LUNG_MYOFIBROBLAST_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_MYOFIBROBLAST_CELL	ASPN	CLU	TSPAN8	PAMR1	SCARA3	WIF1	TGFBI	TNC	BCHE	FGF18	LUZP2	CD9	CFH	DPT	TYRP1	LINC00632	ROBO2	HS3ST3A1	SFTA1P	COL16A1	NOTUM	RARRES1	THBD	TNFRSF19	ALDH2	PSTPIP1	COL12A1	CXCL14	LXN	LTBP2	ROBO1	WDR91	CCDC68	ANGPTL6	COL3A1	TGFBR3	DKK3	SLITRK6	CYSLTR1	MMP2	POSTN	ATP1B1	CREB5	ENC1	CCDC146	C16orf89	PCSK1N	PDGFC	GEM	S100A10	CTHRC1	PRELP	NEDD9	WNT5A	PDLIM3	USP18	COMP	VCAN	PKIG	PTGER1	VIM	CCN2	COL1A1	NTM	CNN3
TRAVAGLINI_LUNG_FIBROMYOCYTE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_FIBROMYOCYTE_CELL	PRUNE2	LGR6	PLXNA4	RAMP1	CKB	COL23A1	KCNMB1	SCX	FGF18	SCARA3	GREM2	ACTG2	WIF1	FNBP1	AQP1	CLU	XIST	HHIP	CLDN1	LINC00578	TCEAL2	SBSPON	KCNMA1	FNDC1	SYNPO2
TRAVAGLINI_LUNG_ADVENTITIAL_FIBROBLAST_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_ADVENTITIAL_FIBROBLAST_CELL	CCDC80	PTGIS	SERPINF1	C3	SFRP2	FBLN1	PI16	GPNMB	IGFBP6	FBLN2	SCARA5	LEPR	OGN	SFRP1	MFAP5	PDGFRL	OMD	ABLIM1	CHRDL1	THBS2	LRRN4CL	SFRP4	DCN	CD34	C1QTNF3	IGFBP4	CTSK	MGST1	OAF	SLPI	NNMT	C7	TSKU	PODN	PCOLCE2	ITM2A	BICC1	LSP1	MEG3	C1R	UAP1	MEDAG	OSR2	CFD	ABCA8	PLTP	PDLIM4	LGALS3	LRRC17	GAS7	AOX1	SVEP1	S100A10	GPRC5A	LUM	FBLN5	PLAT	C1S	NT5E	MARCHF3	STEAP2	OSR1	MYC	CD74	GSN	ANK2	PRRX1	PROS1	S100A4	FGFR1	GFPT2	CLDN11	DHRS3	IFITM1	APOD	KLF4	CTSH	MRC2	CPXM2	EFEMP1	FBN1	ATP1A1	HTRA3	STEAP1	CLEC3B	FIBIN	IGSF10	FGL2	CYP1B1	CYBRD1	AKR1C1	CPE	ISLR	OLFML3	COLEC12	EMP1	MPZL1	MYOC	ANXA1	ALDH1A1	MATN2	AHR	IL32	B4GALT1	HAS1	MMP2	APOL1	ADH1B	C16orf89	RCN3	PIM1	EGR1	ABI3BP	CNTFR	NTM	PLBD1	COL1A2	RARRES1	CPVL	FAIM2	SLIT2	TNFAIP2	LTBP4	ABCA10	SSR3	TPST1	PLA2G2A	CTSF	RGMA	SPTBN1	CD55	FTL	DCLK1	FSTL1	RSPO3	NUCB2	CRABP2	LINC01133	CD248	SLC19A2	LRP1	TMEM176B	COL6A3	TMEM176A	TIMP2	PLAUR	TCN2	FGF7	VAT1	MOXD1	TIMP1	COL1A1	ABCA9	MGP	GSTM5	COL6A1	AKAP12	ERRFI1	XBP1	SPSB1	PAMR1	CADM3	ACKR3	CST3	SEMA3B	AKR1C2	ADD3	AKR1C3	ZNF385A	CYP27A1	ABL1	ACVRL1	PXDC1	DPT	HSPB8	ABL2	S1PR2	IL33	VEGFA	NPR1	PID1	PCOLCE	UCHL1	CSRNP1	DPYSL3	CLMP	DUSP1	S100A6	SOCS3	NRP1	SLC20A1	SERTAD1	PTHLH	SRPX	ZDHHC9	COL6A2	TIPARP	ESYT2	UGDH	GAS1	ZFP36L2	TSHZ2	PDGFRA	MYDGF	S100A13	COL3A1	ABCA6	LXN	CSF1	LMNA	NFKBIZ	CXCL12	IGF1	RDH10	KLF2	CLEC2B	DAB2	CFH	ACKR4	FOS	FOSB	PER2	SEMA3C	MCL1	SKIL	NCOA7	H19	MT1G	NOVA1	IFI16	ZFP36	FOSL1	CD44	GATA6	ABHD14A	PHGDH	PTPRS	RTN4	NFE2L2	DNAJB1	REXO2	NR4A1	LOX	ANXA2	FCGRT	JUN	HSD3B7	SMS	CCN1	NEGR1	TGFBR2	ADM	ZC3HAV1	ZC3H12A	IL1R1	PLAU	CTSL	JUNB	TNFSF13B	SLC16A7	GABARAPL1	LDHA	LOXL1	BAG3	LIMA1	SCPEP1	CCL2	TUBB6	TNFRSF12A	SH3BP5	LAMP2	IER2	F3	CCN5	PRCP	LAMB2	THY1	ALDH1A3	BZW1	HAS2	PDPN	JUND	PLK3	RGS10	TSC22D2	MAFF	HSPH1	PPP1R15A	BDH2	BTG2	LGALS3BP	YBX3	ARF4	PGM3	PTX3	CXCL14
TRAVAGLINI_LUNG_ALVEOLAR_FIBROBLAST_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_ALVEOLAR_FIBROBLAST_CELL	MACF1	GPC3	SPINT2	FN1	A2M	LIMCH1	SLIT2	SVEP1	MCOLN3	BMP5	FGFR4	RGCC	LUM	WNT2	RARRES2	FBLN5	IGSF10	CCBE1	MFAP4	COL13A1	INMT	ITGA8	CDH11	FMO2	NTNG1	NPNT	CCN1	GDF10	LRRN3	GRIA1	G0S2	PGAP2	NEBL	HSD11B1	DST	SAT1	CES1	MME	ABCA6	PMP22	SCN7A	PLEKHH2	DOCK4	ADH1B	CD82	OLFML3	EMP2	ELMO1	MMP2	NRP1	SLC38A5	ADAMTS8	MYH10	USP53	PRG4	MAMDC2	TGM2	TIMP3	MCOLN2	S100A4	CYP3A5	ROBO2	TMEM176A	IL15RA	RGS3	TCF21	S1PR2	LBH	PRELP	TMEM176B	CCN2	SLC1A5	COL6A3	LINC00968	LTBP4	EFCC1	FBP1	PLXDC2	GPM6B	SRGAP1	FIBIN	CD14	PIEZO2	DHRS3	ABCA8	ZDHHC14	ENPP2	VEGFC	SRGN	COL8A1	ZNF106	ULK4	SAMHD1	COL6A6	ANGPT1	PDGFRA	SERPINB9	ALDH1A1	ABI3BP	AOC3	KANK4	CDO1	CD44	ANO1	ADARB1	UCP2	CASP4	DKK3	ANXA1	NCAM2	MAL	OR7E47P	CD8A	F11R	MMP19	MAOB	LAMA4	CAMK2N1	SERINC5	CYP4B1	CMKLR1	LIMS1	FHL1	ISLR	DUSP6	HMCN1	PER2	LSAMP	TMEM108	SPTBN1	LMCD1	DYNC2LI1	CDH13	MRC2	CD36	CYP7B1	CHRDL1	ARHGAP20	PDLIM2	METTL7A	SNCA	FMO3	MYADM	MOXD1	TMEM119	COLEC12	ITGA2	NUAK1	SGCD	ZYX	TMEM37	LITAF	CASP12	SERPING1	IRS2	PTGIR	NABP1	SLC29A1	DUSP1	HIVEP3	ICAM1	KCNK6	SGCG	KIFC3
TRAVAGLINI_LUNG_LIPOFIBROBLAST_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_LIPOFIBROBLAST_CELL	WT1	HAS1	HK2	NFIL3	CPXM1	HOMER1	MEDAG	TFPI2	ALDH1A3	MCL1	SLC20A1	PIM1	KDM6B	GFPT2	TWIST1	CYP1B1	VEGFA	SEMA6A	RDH10	NR4A2	PDLIM4	ERRFI1	PVT1	CCDC71L	FOSL1	IL1R1	C3	CEBPB	NGFR	NAMPT	ACSL4	NOP16	CFI	NR4A3	APOD	MAT2A	THBS2	PABPC4	IGFBP4	ATP13A3	LDLR	PLA2G2A	GPRC5A	TRIB1	CREM	SGK1	PI15	SERPINE2	ZFP36L1	SERPINF1	MLLT11	MMP19	C7	MIDN	PHLDA1	NNMT	RGS4	PGAP1	CDKN1A	NIP7	SOCS3	GPNMB	FNDC4	MT2A	ADAMTS4	GATA6	GJA1	CD74	DDX21	CTH	MYC	CCDC80	RGS2	SLC19A2	OAF	LONRF2	B4GALT1	MRTO4	CXCL2	TIMP1	KLF9	TBX18	TSHZ2	PLSCR1	BNC2	TIPARP	ELL2	PAPPA	NCOA7	COL1A1	PLIN2	SULF2	DEPTOR	FAM124A	KHDRBS3	MAPKAPK2	ESYT2	PITPNC1	CTSH	TUBA1C	MAFF	PLAAT4	COL3A1	CYP26B1	TYMP	TMSB10	C1S	PPP1R15B	HAS2	PROS1	EIF3J	MT1A	SH3BP5	CDC42SE1	C1QTNF1	PNRC1	STAT3	GSPT1	FGF7	KLF4	REL	PDPN	RSPO3	CXCL12	SPTSSA	UAP1	PLAUR	GLI3	RARRES1	ETF1	MARCKSL1	ELOVL5	ZFAND5	UGDH	TGIF1	NGF	PTPN1	SRPX	ABL1	RND3	IFITM1	CDON	PSMG1	SPRY2	DKC1	OSR1
TRAVAGLINI_LUNG_PERICYTE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_PERICYTE_CELL	HIGD1B	KCNK3	LAMC3	PTN	COX4I2	PAG1	DUSP4	FAM162B	NDUFA4L2	CADM1	TESC	ADGRG6	ADGRD1	COL4A2	RGN	KCNK17	CHN1	P2RY14	GJA4	LPL	STOM	GPC4	EGFL6	LAMB1	GJC1	UXS1	DGKG	RFTN1	PDGFRB	COL4A1	AFAP1L2	RPS6KA2	CDH6	PDZD2	TXNIP	NID1	SLC12A2	FOXF1	PREX2	OBSCN	TRPC6	ETV5	LRCOL1	AGTR1	SEMA6D	MYO10	CPM	GPX3	ITM2C	FARP1	EFEMP1	NOTCH3	WLS	TMEM204	SGIP1	VSNL1	NDRG1	GABRB2	PON2	NRCAM	PDE8B	IGFBP2	B2M	TBX5	SPRY4	IMPA2	APOE	INSC	CDH19	ARHGEF17	CSPG4	ANKRD44	DPYSL2	ITGA1	MEST	ARHGDIB	MYO1B	GUCY1A2	F2R	RGS5	ADGRF5	MCAM	PRDM1	SORT1	EBF1	TTYH2	PEAR1	APOLD1	MATN3	PERP	ADAMTSL3	SLC35B3	CCDC68	EFHD2	PLXDC1	NCK2	PLCE1	TRIB2	CHST2	HSPA2	FOXF2	CCDC102B	SEMA5A	CLMN	SYNM	PCDH1	EZR	TACC1	PCDH18	ESAM	ADCY3	PLCB1	TNFRSF21	GMFG
TRAVAGLINI_LUNG_MESOTHELIAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_MESOTHELIAL_CELL	CALB2	KRT8	CFB	CPA4	HP	KRT19	RPL28	ITLN1	KLK11	MSLN	EMB	UPK3B	TFPI2	CXADR	RPL39	OCIAD2	CLDN1	PDPN	MIF	ASPHD1	C19orf33	CXCL6	RPS19	REC8	AADAC	ALDH1A3	PLA2G2A	WT1	DSC3	BNC1	MYRF	DAPK1	GALNT9	RPS12	DCBLD2	TIMP1	KRT18	LGALS2	HSD17B6	LHFPL2	RPL36	KLF5	MEIS2	RDH10	SLC39A8	SLC16A1	HK2	PRG4	HS2ST1	SLC12A8	SYCE1L	SMOX	DMKN	VCAM1	RGS4	RPLP0P2	TFRC	CFI	IL18	SULF1	ABRACL	SULF2	DSP	ANKRD28	PDZK1IP1	HLA-F	CASP4	GJA1	S100A10	HAS1	PKP2	IL1RAP	RPL37	WFDC2	TMEM91	KCNK1	CPXM1	TSTD1	MFSD2A	EIF1AY	DKK1	ABCA1	C3	CCNYL1	GOLM1	SGK1	CD200	TMEM141	NSG1	ACSL4	PLOD2	ST3GAL5	NQO1	CCDC80	SLC20A1	CYRIB	TIMM17A	TRAPPC6A	IFI27	NOP16	ARPC5L	KLK8	CRB2	HEG1	RPS18	DSG2	TPT1	RBP4	TMEM132A	GFPT2	RPL12	RPS2	EIF4EBP1	RPL17	ZNF330	SQOR	PROCR	ALOX5AP	CRLS1	RPS15A	GCLM	PLAAT4	SERPINB2	GMFB	PTPRF	DUSP4	HSPB11	LSR	RPS4Y1	MAP4K4	DPYSL3	MELTF	MST1	DHCR24	TNFSF14	JPT1	PHLDA2	PHGDH	PAFAH1B3	UPK1B	RAB31	CTNNAL1	GGCT	C4orf48	CLTC	TIMM9	ATP13A3	PPP1R15B	FAM174C	TAF10	RPS17	RBBP8	CNKSR3	BICC1	UROS	PYCARD	IL20	RAB7B	FAM20A	METRN	TNFSF13B	CISD1	PTGIS	DAB2	MRPL11	STEAP1	RPL41	MMD	PGM2	RGS17	EFNA1	PAPPA	SLC7A8	FCER1G	B4GALT5	IL1R1	MCUB	BACH1	CCDC25	BNC2	CCNG1	RGS10	MYL6B	LXN	TP53I3	RPS28	FAAP20	LINC01133	TMED3	EBPL	CHI3L1	LRRC59	PRKCI	MIR4435-2HG	MAF	GALNT1	RPL34	MT1E	OLA1	PSMB9	SLC18B1	RAMP2	IER5	RPLP0	TMEM134	ELOVL5	DUSP23	HRH1	SNHG29	PLSCR1	LRP2	PLIN2	UBE2S	TRAF4	RRP1	ZFAS1	MGST1	EPHB6	MEDAG	CITED4	FBXO2	CCDC71L	CHP1	IGFL2	MFAP2	EFNB2	POLD4	TRAPPC2L	CNIH4	MRPL41	NDUFA7	FKBP11	HPCAL1	UAP1	TMSB4X	LY6E	POLR2I	AP1S1	ARF6	SLPI	RPL35	MRPL23	PTGS1	EVA1C	RPS29	WARS1	ATP2B1	CLNS1A	ANP32B	NMI	CD74	PTRHD1	ODC1	FLNC	TMEM176A	PPA2	MARCO	LY96	SPSB1	SYNCRIP	GCHFR	CBX3	STXBP2	MZT2A	UBE2D1	TUBB3	STAP2	NCOA7	ERP29	SDC4	VAMP8	HLA-DQB1	HDLBP	PTGER3	ANXA3	HLA-DQA1	RPA3	TMEM160	MT1G	MGARP	MSANTD3	GATA6	MRPL36	AK6	SERPINB4	NONO	RPL32	FLNB	PDXK	RPL13	RPL13A	EPGN	SLC9A3R1	RPLP1	IGBP1	C2	NDUFAF8	KDELR3	TPBG	SERPINA1	MAN2B1	MARCKSL1	TUBB2A	MUC16	ISOC2	TNFRSF21	PLA2G12A	FAM110C	RPL26	COL5A2	TYMP	MRPL12	DUSP6	FABP5	MRTO4	UGDH	STAT1	NDUFA3	NACA2	GPX1	ZNF593	EIF3A	PDLIM4	CIB1	MAST4	FXYD5	KRT10	SIPA1L2	TP53TG1	C1QC	RNF149	CLDN15	BTF3L4	SRP19	PTGFRN	TUBA1C	RPS15	MRPS33	CCL7	TJP2	RPL36A	RPSAP58	RARRES1	KLF16	GTF3C6	OSR1	SAT1	DECR1	TGM1	ARHGAP23	TMSB10	RPLP2	GAS1	MT1F	SCO2	BCL3	PGLS	FBL	RPS27	WWC1	COTL1	MPST	CLIC3	HNRNPAB	RPS14	ZMAT3	NNMT	MRPL14	CA12	TXNL4B	ARL4A	MT1L	CTDNEP1	RMDN1	TMEM165	STMN1	RPL18A	SNHG5	CAPG	TIMM13	IFITM1	LRATD2	CDK5RAP2	TM4SF1	FDXR	NME1	HIF1A	PODXL	PPP1R14B	RPS24	LETM1	PIM1	TCTN1	HDAC2	KPNA2	PRDX3	ARAP2	TMEM256	GTF2I	S100A16	TNNT1	RPSA	NHP2	CNIH1	ERRFI1	ENY2	MEST	TGFB1	UROD	STMP1	CD7	UGCG	SCAND1	TGIF1	APRT	NECTIN3	BMP2	TIMM8B	RAB13	VTN	RPS6	TMEM14B	TXNDC17	ZNHIT1	ARL6IP1	APOL2	PSMB8	RPS3	PRSS23	POLR2L	CTTN	UBE2L6	SNRPF	TMEM219	RPL29	DDX21	LAP3	CD55	B4GALT1	SNRPD1	C9orf16	OGN	IL6ST	COX17	UBA52	AREG	RPS10	HLA-DMA	NOP10	MTCH2	THBS2	SH3GLB1	AKR1A1	RPL7	ATOX1	RPS21	MPHOSPH6	ALKBH7	RPL13AP5	COX7C	RBP1	IFI30	FDCSP	RPS8	RPL38	HLA-DRA	MRPL51	RPL22L1	SOD2	ADAMTS9	HIGD2A	RNF145	RPL10	EIF3M	HLA-DRB1	FGG	ATP5MPL	TPM3	FMO1	APOA1	GCSH	GAS5	MARCHF3	TOMM5	GSTK1	IGFBP4	RPS20	UXT	LGALS1	UBE2L3	MT2A	TMOD3	TRAPPC1	PPA1	RPL37A	GNG11	RPL23	MT1X	TMEM98	KIF21A	SH3BP5	PLAAT3	SELENOH	LSM5	RAI1	CENPW	SH3BGRL3	FAM153CP	HSPD1	METAP2	KTN1	SET	TNFRSF12A	SERP1	BAX	HLA-DPB1	NPM1	TOMM22	PPIL1	RPS5	TYROBP	KDR	SNRPE	B2M	THAP9-AS1	SPTSSA	NDUFB5	GMPR	RPL18	C1QB	HLA-DRB5	SLIRP	ILF2	CYP27A1	PSMA2	SEC61G	SERPINE1	S100A6	C19orf53	PHPT1	SF3B5	PRDX5	ENO1	APOC1	ERGIC3	KRT5	PAIP1	MGAT4B	ARPC1B	SCP2	PTMA	RPS3A	FABP4	ATP5MC2	CYB5A	RPL11	DYNLT1	COX6B1	CADM3	TMEM70	NAMPT	RPL7A	NDUFA1	RPL27	UQCRQ	HMGN1	RPS23	C1QA	FKBP1A	LYZ	C1orf162	TMEM258	COL1A1	COL3A1	RPL19	MRPS21	TMEM14C	FST	RPS13	HINT1	RPL10A	CD47	UGP2	EEF1G	PSME2	CKS2	GAPDH	CASP2	EEF1B2	UQCRH	IFI16	AP2S1	HLA-DRB6	H19	ELOC	RPS11	OSTC	RPL8	RPS27A	F2RL1	ATP5F1E	SEC11A	MT1H	BYSL	HLA-B	NPC2	CUTA	TSPO	HLA-DPA1	TRAPPC5	IGFBP1	GAP43	GNG5	RPL35A	NENF	TXN	PRDX6	HSPE1	ATP5MF	FIS1	BDKRB1	GMPPA	SNRPG	RPL27A	MZT2B	RPL23A	VAPA	FOXC1	UQCRB	CDH2	UQCR11	RPL31	BACE1	HMGN3	TCEAL9	MICOS10	RPL14	ATP6V0E1	RPS27L	COX4I1	SSR4	AQP3	RPS9	NDUFB2	RPS25	RPL9	NCL	ECT2	RPL4
TRAVAGLINI_LUNG_B_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_B_CELL	MS4A1	BANK1	CD79A	FCRL1	TNFRSF13C	LINC00926	PAX5	CD79B	CD22	ADAM28	RALGPS2	NIBAN3	FCRLA	POU2AF1	CD19	CD74	AFF3	BCL11A	P2RX5	SNX22	SWAP70	HVCN1	BLK	TCL1A	FCRL2	IRF8	BLNK	SPIB	FCMR	FCER2	GNG7	BACH2	VPREB3	MEF2C	SEL1L3	ADAM19	ARHGAP24	OSBPL10	STX7	EBF1	GGA2	BIRC3	CD24	CD37	CXCR5	BTLA	STAP1	CD40	CD72	NAPSB	TCF4	CYB561A3	RASGRP3	NCOA3	STRBP	FCGR2B	TLR10	SEMA4B	MARCHF1	FGD2	TSPAN13	SP140	ST6GAL1	C16orf74	ADK	CDCA7L	NCF1	PLCG2	CD200	CD52	ITSN2	LY86	TPD52	EEF2	IFT57	CD180	SYPL1	PKIG	GUCD1	PRKCB	SP100	CXXC5	IKZF3	CCR7	DAPP1	TRAF5	SCIMP	CCDC50	SNX2	ZCCHC7	LBH	POU2F2	PLEKHF2	NUP88	QRSL1	ATP2A3	EAF2	PDLIM1	HHEX	POLD4	SMIM14	EZR	HIP1R	SMC6	LINC01215	ORAI2	PNOC	SELL	ARID5B	LIMD2	BCL7A	TNFRSF13B	ELOVL5	CLECL1	TLE1	MYCBP2	IL4R	SP110	PTPN6	PARP1	MBD4	LAPTM5	DUSP22	RPL8	TMEM243	CAMK1D	P2RY10	RPS5	FAM3C	PLAC8	RRAS2	CHMP7	SMCHD1	TMEM156	HSH2D	RPS23	SESN1	RPL18	RCSD1	CHPT1	RASGRP2	RB1	KIAA0040	ZBTB20	CAMK2D	DRAM2	RPLP0	KLHL5	TXNIP	TMEM154	METTL7A	RPL15	PPM1K	CXCR4	BLOC1S2
TRAVAGLINI_LUNG_CD8_MEMORY_EFFECTOR_T_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_CD8_MEMORY_EFFECTOR_T_CELL	IL32	GZMK	CD8A	CD3G	RPL30	CD8B	IL7R	LINC00861	RPS29	CCL5	RPL23A	PRDM1	RPS27	TC2N	SH2D1A	CMC1	CXCR6	DUSP2	CD3D	CDC42SE2	PIP4K2A	SYNE2	RPL31	MALAT1	IKZF3	PYHIN1	RPS14	RPS25	FYN
TRAVAGLINI_LUNG_CD8_NAIVE_T_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_CD8_NAIVE_T_CELL	CD3G	GZMH	GZMB	CD3D	NKG7	PRF1	ADGRG1	CCL5	KLRD1	CST7	IL32	CX3CR1	FCRL6	GNLY	S1PR5	TBX21	CTSW	GZMA	MIAT	GZMM	FGFBP2	PYHIN1	PIP4K2A	SPON2	ARL4C	PRDM1	CD8A	F2R	RUNX3	MATK	PPP2R5C	PTGDR	ITGAL	IKZF3	EOMES	KLRG1	LCK	CD3E	FYN	HLA-B	IFITM1	TGFBR3	HCST	CALM1	BTN3A2	HLA-A	C1orf21	SAMD3	SH2D2A	C12orf75	ZAP70	SYNE2	TTC38	SPN	APMAP	HLA-F	ABHD17A	SPOCK2	CMC1	CD8B	STAT4	SIGIRR	SYNE1	PLEKHF1	PTP4A2	ETS1	APOBEC3G	SLC9A3R1	RPS27	LAG3	PLAAT4	RAP1B	CD2	SLFN5	ZBTB38	SLAMF6	TIGIT	PRSS23	B2M	CCND2	ZFP36L2	TRG-AS1	CRTAM	RASAL3	BCL11B	CDC42SE2	KLRF1	OPTN	PTPN4	MBP	IL12RB1	IL10RA	RAB27A	CDC25B	AKNA	MYO1G	TSEN54	SSBP4	PRKCH	ANXA6	ARPC5L	S1PR4	TOB1	SYNGR1	TPST2	EMB	SH2D1A	ITGB2	MYL12A	BTN3A1	KLF2	CAPN2	CHST12	TBC1D10C	TLE5	MALAT1	LYAR	ITK	CNOT6L	CD7	IRF1-AS1	TC2N	SKAP1	GFI1	TUBA4A	SYTL3	RORA	RPS3	RPS4Y1	SUN2	SLA2	PRKACB	RPL27A	SEPTIN1	LSP1	CD96	RPL23A	ISG20	AAK1	RNF125	GNG2	BIN1	PFN1	CCND3
TRAVAGLINI_LUNG_CD4_MEMORY_EFFECTOR_T_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_CD4_MEMORY_EFFECTOR_T_CELL	IL32	CD52	CD3D	INPP4B	TNFRSF25	CD3E	LDHB	LCK	CD28	IL7R	TTC39C	CD2	ITGB1	CD5	RASGRP1	RPL23A	CD6	RPS27	GIMAP7	RPS29	SYNE2	RCAN3	IL10RA	CD40LG	LEF1	CNN2	TRAF3IP3	CLEC2D	HLA-A	GSTK1	PBXIP1	SLAMF1	IFITM1	MIAT	BCL11B	SIT1	TMEM123	SARAF	RPL13A	ARHGAP15	CDC14A	SEPTIN1	SLFN5	GPR183	TRAT1	PRDM1	HSPA8	EVL	CTLA4	CRIP2	CD96	SPOCK2	TRADD	RPS3	CAPN2	ICAM3	SUSD3	PCED1B-AS1	SKAP1	RORA	HINT1	ICOS	LINC00892	TXNIP	CCR6	ETS1	CORO1A	IL2RG	SLC38A1	HNRNPLL	ITK
TRAVAGLINI_LUNG_CD4_NAIVE_T_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_CD4_NAIVE_T_CELL	CCR7	LEF1	TCF7	MAL	IL7R	CD3E	PRKCQ-AS1	RPL30	RPS14	CD3D	OXNAD1	LINC00861	RPL31	RPS3A	RPS23	IL32	RPS12	LDHB	RPL32	RPS29	TRABD2A	RPS6	RPS27	RPL23A	DGKA	RPS27A	ABLIM1	RPL13	RPLP2	RCAN3	RPLP1	RPL34	RPS2	RPS13	RPS19	SELL	RPL27	IL6ST	RPS20	CD27	RPL36	PCED1B-AS1	ITK	SERINC5	RPL35A	INPP4B	RPL19	NOSIP	RPL37	SARAF	RPS28	RPL13A	PIK3IP1	RPL3	RPS16	RPS3	RPL10A	IFITM1	RPL27A	GIMAP7	RPL5	RPL37A	RPL35	RPL18A	TRAT1	RPS15A	NELL2	RPL18	RPS21	RPL12	EPHX2	PCED1B	SATB1	CHMP7	EEF1A1	RPL11	FHIT	FAM102A	TLE5	RPL10	TESPA1	LDLRAP1	SEPTIN1	LCK	RPL41	ADTRP	RPS15	RPL14	RPS7	BCL11B	RPL7	CD6	TXK	FCMR	RPL15	NPM1	MYC	RPS8	RPL23	RPL4	RPL28	THEM4	GIMAP4	RPS5	TC2N	RPL6	RPL8	RPL39	PASK	TNFRSF25	SPOCK2	SNHG5	TRAF3IP3	RPLP0	NDFIP1	PRKCA	RPL38	PIM1	PIM2	RPL13AP5	RPL29	AAK1	TXNIP	STMN3	RPL24	SUSD3	DPP4	TMC8	CMPK1	AQP3	SNHG3	RPL26
TRAVAGLINI_LUNG_NATURAL_KILLER_T_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_NATURAL_KILLER_T_CELL	HLA-C	XCL1	KLRC3	KLRC1	XCL2	CTSW	KLRD1	HOPX	ID2	PRF1	ZNF683	IL2RB	KRT86	TNFRSF18	GNLY	KLRC2	B2M	CXCR4	DUSP2	CD69	NKG7	SOCS1	SLA2	SH2D1B	CRTAM	XIST	CXCR3	KRT81	ITGA1	MYL12A	GZMB	CD7	RGS1	GATA3
TRAVAGLINI_LUNG_NATURAL_KILLER_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_NATURAL_KILLER_CELL	GZMB	GNLY	SH2D1B	NKG7	CST7	KLRD1	PRF1	CLIC3	CD247	FGFBP2	FCGR3A	SPON2	KLRB1	CTSW	HOPX	GZMH	S1PR5	KLRF1	ADGRG1	ID2	GZMA	TXK	PRDM1	ANKRD20A11P	IGFBP7	RUNX3	IFITM1	TTC38	PRSS23	SH2D2A	IL2RB	HLA-C	TBX21	CX3CR1	B2M	ARL4C	PLAC8	CD7	GZMM	PYHIN1	MYOM2	AREG	FCRL6	UBB	AOAH	MYBL1	CCL5	SYTL3	ABI3	CEP78	PPP2R5C	C1orf21	LITAF	SELPLG	PLAAT4	CALM1	APMAP	BPGM	AKR1C3	CHST2	PIP4K2A	F2R	DUSP2	SAMD3	ZAP70	PTGDR	HAVCR2	GNG2	HSH2D	FKBP11	IRF1-AS1	DHRS3	SLAMF7	GFOD1	GIMAP7	GSAP	SLA2	KLRC2	ARPC2	CHST12	PRKCH	SYNE1	CD160	RASSF1	MATK	ITGAL	CD244	GPR65	BIN2	SIGLEC7	DTHD1	TFDP2	RAC2	RHOC	CMC1	KLRC1	TPST2	KLRC3	TMIGD2	EFHD2	AKNA	DDIT4	NMUR1	SPN	YPEL1	MAPRE2	MAPK1	ITGB2	DHRS7	ISG20	IL2RG	PTPN4	OSBPL5	USP28	TIGIT	CD300A	CNOT6L	EBP	PFN1	ZBTB16	RAP1B	CLEC2B	HDDC2	CCDC107	NCALD	APOBEC3G	ETS1	C12orf75	GYPC	OSTF1	SLC9A3R1	ABHD17A
TRAVAGLINI_LUNG_PROLIFERATING_NK_T_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_PROLIFERATING_NK_T_CELL	ASF1B	BIRC5	STMN1	ZWINT	MKI67	UBE2T	TK1	CLSPN	RRM2	PCNA	CENPU	UBE2C	GGH	MCM4	CKS1B	CENPM	RFC4	MAD2L1	SH2D1B	HMGN2	CENPN	MCM10	FEN1	H2AZ1	DUT	RAD51AP1	DYNC2I2	RANBP1	IGFBP7	CDT1	DHFR	HELLS	NCAPH	NUCB2	EZH2	H2AZ2	CDCA8	TMEM106C	TPX2	NUDT1	AURKB	PSMC3	NUF2	CDC45	HMGB2	HMGB1	FANCD2	SLBP	APOBEC3B	DNMT1	ORC6	CDKN3	TOP2A	EBP	POLQ	DTL	C21orf58	TACC3	CCDC167	TYMS	MCM7	SMC2	CKS2	TUBG1	GZMB	PPIA	KIF14	ATAD2	NDC80	CCNA2	PKMYT1	GTSE1	FANCI	DNAJC9	GMNN	CDC20	MCM6	TUBB4B	TROAP	SMC4	AKR1C3	DIAPH3	KLRF1	CDK1	GINS2	E2F1	CDCA3	SNRNP25	SKA3	MELK	S1PR5	KIF2C	DCTN3	CD160	SNRPB	CENPH	ASPM	C12orf75	CENPF	ICAM2	CDC25C	RAN	IDH2	GNLY	MYBL2	PTMA	KIF22	RPA3	ATAD5	HMGN3	PXMP2	APMAP	MND1	TUBA1B	MCM5	HMMR	MCM3	HPRT1	SKA2	BRCA2	PSMD8	FGFBP2	PRSS23	CENPK	ZNF367	RCC1	OIP5	DUSP2	LSM5
TRAVAGLINI_LUNG_NEUTROPHIL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_NEUTROPHIL_CELL	FCGR3B	IL1R2	CYP4F3	S100A9	IFITM2	S100A8	S100P	CSF3R	NAMPT	FPR1	MMP25	ADGRG3	G0S2	BASP1	CXCR1	SLC11A1	APOBEC3A	MME	SLC25A37	ACSL1	MXD1	FTH1P20	LUCAT1	CXCR2	CDA	NCF1C	CMTM2	MMP9	AQP9	C5AR1	SRGN	ABTB1	CEBPB	S100A12	FTH1P10	TREM1	MNDA	TRIB1	CLEC4E	ITGAX	FFAR2	GCA	RNF149	LRG1	FCGR2A	PCBP1-AS1	ALPL	ZDHHC18	PGLYRP1	FOS	YPEL3	PHC2	RGS2	VNN2	FTL	LRRK2	HLA-B	MIDN	IRS2	SIRPB1	MCL1	KDM6B	DYSF	S100A11	PADI2	MEGF9	VSIR	KCNJ15	BCL2A1	MSRB1	ABHD5	FTLP3	XPO6	VNN3	FTH1	SPI1	TNFRSF10C	DUSP1	ACTN1	EMP3	DGAT2	ANPEP	R3HDM4	SLC2A3	RNF24	CHI3L1	CATIP	IL2RG	MZT2B	ARRB2	TMSB4XP4	ATG2A	NEAT1	IGF2R	PELI1	SAT1	NDUFA1	STEAP4	NCF4	VASP	SOD2	SMAP2	CEBPD	PHOSPHO1	COX7A2	PLAUR	CA4	IL17RA	PLIN5	CEACAM3	IL18RAP	CRISPLD2	PYGL	BEST1	UBALD2	HCLS1	PFKFB3	C9orf16	ATP5F1E	DAPK2	H3-3A	TMEM91	LIMK2	VAMP2	NDUFB1	IRAK3	NBEAL2	RPL7AP30	ATG16L2	PROK2	RASSF3	CTSS	COX5B	TYROBP	RNF145	CPD	CIRBP	CR1	FTH1P3	C16orf54	TAPBP	KLF2	MX2	PGGHG	CICP27	JTB	TXNL4A	COX8A	SOCS3	MARCHF6	B4GALT1	DHX34	H3P6	PER1	BCL6	BRI3	RNF213	CKAP4	CLEC4D	SELL	WAS	FGD3	FPR2	PTGES3P1	PDLIM7	TLR4	S100A6	NCF2	RPL3P7	PAN3	NFAM1	SEC14L1	JAML	HLX	COX6B1	CDK2AP2	ARPC4	SORL1	RNA5SP151	SLA	TLE3	CLEC7A	ARHGEF1	NTNG2	CALM3	ANKRD44	DENND3	NIBAN1	MAP1LC3B2	ELAPOR1	R3HDM2	STX3	ATP6V1F	AC099489.1	WASHC1	MGRN1	KMT2E-AS1	PLXNC1	ARHGAP9	WASH3P	RALB	ALOX5AP	PTGS2	MYO1F	RAB5C	LAMTOR4	GIGYF1	AC026979.2	JUNB	LPAR2	MRTFA	RGS18	MTND5P32	CSNK1D	LAMTOR2	TMA7	NPIPB13	TMEM154	AMPD2	TNFRSF1A	DOK3	SAMSN1	RASGRP4	G6PD	IFRD1	IFITM3	DDX17	POM121	ADAM8	NCF1	CORO1A	JUND	C4orf3	PREX1	CXCL8	SMCHD1	CTSD	NAMPTP1	RNA5SP207	RPS19BP1	TMCC3	EIF4EBP2	SPTAN1	TWF2	RPSAP15	B4GALT5	SUPT16H	CCNI	IL1RAP	TP53INP2	KY	GLT1D1	F8A1	ORAI2	MAPKAPK2	NDUFS6	MKNK2	CCDC88B	FGD4	TMUB1	LRP10	TLR2	MARCKS	SLC6A6	ULK1	MSL1	MHENCR	CYTH1	UQCRHL	SLC16A3	NBPF10	HAL	SUN2	LCP2	PPP3CA	PSMA6	TMEM259	PKM	FKBP8	NCF1B	SIPA1L2	BCL3	FAM107B	ARHGAP1	RPL12P12	CCNJL	PRR13	METTL26	ZBTB7A	BRD4	RTN3	CEBPZ	ARHGEF40	ADM	CREB5	FTH1P8	DNAH17	FAM89B	ZFAS1	FTH1P7	MEFV	BST1	NDUFB3	RUBCNL	WDFY3	CNPPD1	TNFAIP3	PLPPR2	MAST3	PPP1R35	ZNF638	BTG2	TKT	PGD	NOP10	POU2F2	IGF1R	TBL1X	UBE4A	RPS19P3	HERC1	HNRNPUL1	P2RY13	ZNF518A	NFE2	ASPH	EPC1	RBMS1P1	TLR6	CASP2	CHST15	C4orf48	REPS2	STK38	SLC45A4	PFKFB2	SLC35E2B	CTDNEP1	MAX	KDELR1	ENTPD1	CDK11B	RBM47	C5AR2	RESF1	GNB2	TOP1	CWC15	NAP1L4	TSTD1	CHTOP	EMB	PI4KA	GNAI2	CCDC130	SNHG3	CSTB	WASH7P	ALDH16A1	SELENOK	UNC13D	MYL6	CDC42SE1	PELATON	FKBP5	PLK3	ARG1	DOCK11
TRAVAGLINI_LUNG_BASOPHIL_MAST_1_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_BASOPHIL_MAST_1_CELL	TPSAB1	MS4A2	TPSB2	CPA3	KIT	GATA2	IL1RL1	HDC	MAOB	HPGDS	VWA5A	CLU	MLPH	TIMP3	RAB27B	KIAA1549	SLC18A2	RGS13	TMEM233	ADAM12	SIGLEC17P	CNRIP1	CD9	PTGS1	FCER1A	BACE2	GCSAML	HPGD	CPM	CTTNBP2	NTRK1	PIK3R6	LMNA	SLC26A2	KIAA1522	HS3ST1	RGS1	DLC1	LIF	CAPG	CDK15	PBX1	GMPR	ENPP3	ARHGAP18	GATA1	SIGLEC8	CSF1	RHOBTB3	LTC4S	FER	NTM	ACSL4	RGS2	BATF	CD82	PMP22	ZNRF1	HS6ST1	ACER3	KRT19	P2RX1	TMEM44	LXN	IL18R1	CTNNBL1	LAPTM4A	ASRGL1	AHNAK2	ATP6V0A2	PROCR	KCNH2	EPAS1	PLIN2	LPCAT2	MEIS2	CD63	FOSB	CD22	TMEM220	SLC44A1	DHRS9	LMO4	NSMCE1-DT	SCIN	BTK	TSC22D1	RHBDD2	SMIM3	ZNF704	VAT1	ALS2	PROS1	PEBP1	TUBB6	SLC11A2	TCTEX1D1	MITF	BHLHE40	CPEB4	NDRG2	FERMT2	SAMSN1	PLAT	ALDH1A1	ZBTB32	PPP1R15A	RAB32	TMOD1	DUSP6	LGALS3	SYTL3	KREMEN1	VIM	GALC	SOCS1	SLC45A3	TNIK	IL5RA	JUN	MYADM	TESPA1	SLC1A5	VMP1	MACIR	MARCHF3	RNF130	ARHGEF6	CSF2RB	GRAP2	SVOPL	ST3GAL4	STXBP6	ANXA1	MAST4	CD69	PTGS2	ANXA4	TMEM176B	MPP1	KRT1	CD59	CD44	PRDX6	AKAP13	RAB34	IDS	RARRES1	CATSPER1	NFKBIA	ALOX5AP	AKAP5	RAB38	STX3	CYSTM1	SWAP70	SLC27A2	COBLL1	IL18	NFE2L3	NMT2	STMN1	FOXP1	LAT2	CD33	GNPTAB	FHL3	ALAS1	EGR1	BLVRA	CTSG	BEX4	NENF	PARVB	SOX4	RENBP	NDUFAF3	GLUL	ARMCX3	P2RY14	TSPAN4	PHF20	NDST2	PKIG	LAX1	RHOH	DUSP10	SPINT2	TCEAL4	PRKX	HSP90AB1	STAP1	SMYD3	FXYD5	OSBPL8	NSMCE1	AREG	SLC43A3	CTSD	TDRD3	AKIP1	GSTM3	PRNP	TNFRSF4	TSEN54	NFKBIZ	CHN2	ZBTB20	ATP6V1F	SDSL	GPX4	SQSTM1	ANXA7	TUBA1A	FOS	COX7A1	DNAJC9	ARL2	TNFRSF21	GABPB1	MBOAT7	NDUFA4	ANXA11	SRGN	COX17	PSMD1	PRDX1	PLGRKT	ADRB2	NDFIP2	ACOT7	SEPTIN2	HSD17B12	RALB	RGS10	ING2	DUSP1	DAD1	CNIH1	LYL1	AP2M1	TMEM154	EGFL7	MYB	KIF13B	HLTF	RAB37	SEC22C	DYNLL1	SNHG8	GBE1	RAC2	RPS6KA5	HSD17B4	H3-3B	TM6SF1	ASAH1	LDHB	C11orf49	MAGED2	ITM2C	COL18A1	WNK3	SERINC3	C7orf50	RPL36AL	UMPS	EIF5	SERPINB1	TFG	TNFRSF12A	GPR65	FAH	SNX5	STOML2	TESC
TRAVAGLINI_LUNG_BASOPHIL_MAST_2_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_BASOPHIL_MAST_2_CELL	LMNA	TPSAB1	TPSB2	CPA3	MS4A2	BIRC3	NFKBIA	HECW2-AS1	HPGDS	GADD45B	CSF1	RGS13	SELENOK	IL1RL1	RGS2	ANXA1	VWA5A	CPM	HDC	TNFRSF9	GPR65	NR4A1	RHEX	LAPTM4A	SLC18A2	SDCBP	SRGN	KIT	GLUL	CLU	MAOB	HPGD	TSC22D1	FOSB	CD69	CREM	LEO1	ID2	LTC4S	H3-3B	SIGLEC17P	FCER1A	PLIN2	CD9	RGS1	GATA2	LMO4	SLC45A3	NR4A3	CALB2	BHLHE40	CD83	SAMSN1	KDM6B	TNFAIP3	PTGS2	SYAP1	CKLF	TIMP3	REL	MYADM	ELL2	NFKBIZ	EGR3	RAB27B	CAVIN2	STXBP6	ELF1	SLC2A3	PRDX6	ENPP3	BACE2	NDUFA4	ITM2C	DUSP10	PTGS1	NTM	AREG	FTH1	METTL21A	CNRIP1	MIR23AHG	DDX5	CD63	AP1S3	JUND	SKIL	ICAM1	DUSP6	SLC26A2	ACSL4	MITF	RHBDD2	RHOH	CAPG	BATF	GCSAML	VIM	SQSTM1	RENBP	FTH1P3	TPM4	SOCS1	ACOT7	TUBA1A	DDIT4	B4GALT5	RASGEF1B	SOCS3	PRKAR1A	PTMA	DDX3X	PPP1R15A	PEBP1	SRSF5	MAPK6	MLPH	MCL1	CSRNP1	SRSF3	STMN1	NDEL1	UBB	JUNB	GALC	MIR202HG	SGK1	AHR	RNF145	FER	TRIM63	CTSG	ARHGEF6	FDX1	ZNF331	GABPB1	NFE2L2	PRNP	BTK	GNA15	LIF	PLAUR	MYO5C	PBX1	TMEM233	SVOPL	CAMLG	PLPP1	RBM39	TENT5A	GMPR	CTNNBL1	NFKB1	RPL36AL	ALG13	SRSF7	HSP90AB1	PALLD	PRG2	ABHD17B	ZBTB32	CDK15	NSMCE1-DT	TPSG1	COL18A1	MORF4L2	DUSP14	HIF1A	ZFP36	GRAP2	CPEB4	C17orf107	SEPTIN2	DHRS9	SIGLEC8	NFKB2	IL13	AP3S1	VPS37B	CLCN3	VEGFA	TPM1	STX3	BTN2A2	EHD1	HEY1	SMYD3	DLC1	VMP1	P2RX1	LAT	STK17B	NFKBID	NDFIP2	ITM2A	ALOX5	RARRES1	FAM107B	GATA1	PNPLA8	RPS4X	NR4A2	FERMT2	MSRA	RBBP8	RPL34	LAT2	NTRK1	PAK1	CD44	TDRD3	TSPYL1	SLC44A1	DDAH2	VAPA	TSPAN4	PLAT	KRT19	ANKRD28	HNRNPA2B1	CLIC1	NMT2	LINC01140	BZW1	LRP4	CD82	HS6ST1	C21orf91	PRKX	LRRC70	PLK3	ATP6V0A2	TGIF1	IL18R1	PDCD4	TSEN54	BEX4	ANKRD37	SFT2D1	ARHGAP18	SCIN	TESPA1	CLEC4O	COL13A1	EGR1	PIK3R6	LXN	CRLF2	ANXA4	MAST4	TMEM255B	SNX5	TCTEX1D1	MBOAT7	MAPRE3	CDCA7L	SYTL3	SBDS	GALNT6	TMEM176B	LGALS12	SVIP	DNAJA1	GIHCG	ARHGDIB	CD22	ALDH1A1	NFE2L3	HNRNPH1	SERTAD1	STARD10	IL4R	PROCR	CSF2RB	LMNB1	FOXP1	PMP22	ASRGL1	RELB	TNFRSF4	TFG	PAG1	PRDX1	SMIM3	MEIS2	RPL37A	MIR4435-2HG	KLRG1	RAB37	MACIR	PIGA	SIK1	RBMX	MALAT1	TMEM88	HNRNPA0	NSMCE1	MORF4L1	IL5RA	LAX1	EMP3	HSD17B12	SYTL2	ALS2	ADRB2	WDR45B	UTS2	BTG2	PRXL2C	RPL24	ANKRD9	HNRNPU	IFITM10	RASSF5	ANXA7	RAB32	CAVIN1	SFPQ	ARMCX3	DNAJC19	PRKCA	HILPDA	COX7A1	MAGED2	RBM8A	XIST	BMP2K	FXYD5	ZNF48	PKIG	SPART	DNAJB9	FOSL2	PLEKHF2	EIF1AX	RAB34	C11orf49	P2RY14	ADAM12	BCAS2	GNPTAB	NDRG2	HNRNPK	MARCHF3	SPECC1	RALB	RHOBTB3	HEG1	CYSTM1	ASAH1	RPS6KA5	SWAP70	TNIK	PPP1R15B	ATG12	MAPRE1	IDS	TNFSF10	LPCAT2	U2AF1	TSPYL2	HS3ST1	EIF3E	BCL2A1	CRBN	MRPL33	PPP1CB	PPP3CA	HAX1	ARHGAP29	CCNH	SRSF6	YWHAE	CFAP36	SLC43A3	SERINC3	COX17	EXOSC8	SRSF2	MLF1	TIPARP	BTG3	CHPT1	C4orf48	TCEAL4	JMJD6	VAT1	MCTP1	AGPS	ACVR1B	KLF6	SNHG8	SERPINB1	ERF	GBE1	TANK	SELENOM	SERPINB6	TP53BP2	USP53	LINC02207	ARL2	CTR9	CD33	GPAT4	CDC42EP3	HNRNPA3	SOCS2	BABAM2	DEXI	COL9A2	DAD1	BNIP3L	NEDD9	FAH	BCL3	TRAPPC2B	PRPSAP2	TMEM91	CTNNB1	MAFF	NDST2	SEC22C	HLTF	MAT2A	HSD17B4	NXT1	ZNF511	HAMP	POLR2K	SYPL1	PDLIM5	SPINT2	MTFR1L	EIF5	GPBP1	POLR1F	OAZ2	CSDE1	ABCA1	GABPB1-IT1	DDX27	SNHG9	PDE4A	NFKBIB	HBS1L	HEXIM1	UBA7	EPAS1	ILF2	SLC1A5	PIM3	SPATA13	SLC11A2	FUNDC2	ENSA	C12orf57	MRPL32	HSPA9	TAF7	ST13	OSBPL8	DNAJB14	HMGN1	HNRNPM	DNAJB6	CHMP1B	CHASERR	EMD	AP2M1	NME4	DYNLT3	ANXA11	CYCS	FAM177A1	CYSLTR1	EIF1B	CATSPER1	HSPA5	HNRNPH3	LYST	PAPOLA	PHF20	NINJ1	SH3KBP1	KMT2E	CCL2	RTF2	HBP1	PTAFR	SOX4	YWHAZ	MAP3K8	TLE3	EIF5A	STX11	PDCL3	RILPL2	EIF4A3	CDKN1A	NFATC1	DBI
TRAVAGLINI_LUNG_PLATELET_MEGAKARYOCYTE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_PLATELET_MEGAKARYOCYTE_CELL	GNG11	RGS18	PPBP	NRGN	ACRBP	SPARC	NCOA4	PF4	TUBB1	RUFY1	LIMS1	GRAP2	PGRMC1	MAX	MMD	CAVIN2	CA2	RAP1B	ODC1	CTSA	RGS10	NT5C3A	MPP1	FERMT3	TUBA4A	MARCHF2	GP9	MAP3K7CL	CTTN	PTCRA	TPM4	TMEM40	TREML1	GAS2L1	GPX1	MYL9	CMTM5	CXCR2P1	C2orf88	ACTN1	DMTN	ESAM	PRKAR2B	PLA2G12A	BEX3	ITGA2B	RAB11A	SNCA	TLN1	CLEC1B	GSTO1	KIF2A	OAZ1	HRAT92	GP1BA	TAGLN2	LCN2	RNF11	PDZK1IP1	CLDN5	MYL12A	DAPP1	LAMTOR1	PDLIM1	ETFA	NAT8B	YWHAH	C19orf33	ABCC3	GMPR	SH3BGRL2	MPIG6B	SMOX	PTPN18	H2BC12	ENKUR	CALM3	MYLK	ARHGAP6	VIM-AS1	PF4V1	TLK1	TUBA8	VCL	OST4	SNAP23	GFI1B	NAP1L1	TRIM58	ILK	EIF2AK1	HEMGN	LY6G6F	CAPZA2	ALOX12	PKM	R3HDM4	TPM1	INF2	CARD19	H2BC21	HEXIM2	TSC22D1	SCN1B	TNFSF4	RBX1	TPST2	XPNPEP1	UBL4A	PTGS1	NEXN	AMD1	RSU1	FRMD3	TBXA2R	GNAZ	CLU	H2AC6	SMIM5	STON2	SCGB1C1	STOM	ITGB3	EMC3	ARF1	F13A1	SPINT2	GPX4	NFE2	GRHL1	SNN	HGD	DAB2	TACC3	CDKN2D	PRDX6	CCDC85B	LGALSL	SPOCD1	PDE5A	FAM110A	DNAJB6	LYPLAL1	RAB32	GUCY1B1	LTBP1	VDAC3	SLPI	CAPN1	STX11	PIP4P2	MGLL	WDR1	MINDY1	ARPC1B	GADD45A	LAT	MIR6843	SPNS1	MTURN	DYNLL1	P2RY12	MFSD1	TNNC2	LDLRAP1	CCND3	NUTF2	PTGIR	WBP2	TDRP	SWI5	PRDX5	PARD3	PPM1A	H3P6	SMIM3	SELP	LYL1	PDCD10	UQCRH	SENCR	ZNF185	PYGL	PARVB	HACD4	BEND2	GGTA1	ICAM2	PBX1	TGFB1	AKIRIN2	TMCC2	RAB27B	FAM81B	AHCTF1	CORO1C	MISP3	SLC40A1	MEIS1	TMSB4X	F11R	TMBIM1	CNST	UBAC2	APP	SCGB1C2	ABLIM3	GTPBP2	TALDO1	PPDPF	PEAR1	TRAPPC5	ATP9A	CCNG1	SH3BGRL3	C1orf198	TRAPPC3L	INKA2	HMG20B	ITGB1	MIR4435-2HG	CMIP	H2AC8	H2AJ	ITM2B	AIG1	SYMPK	FSTL1	GP6	H1-2	FKBP8	GNAS	TMEM91	TMEM140	ANKRD9	JAM3	TCEAL9	ARRB1	RDH11	BIN2	ARPC5	PSTPIP2	PCSK6	GSTA1	FHL1	RBBP6	FKBP1A	H1-0	PPP1R14A	FAXDC2	TUBA1C	INKA1	IGF2BP3	ACTB	CABP5	RPA1	RASGRP2	PROS1	SLC39A3	CMPK1	IFRD1	MLH3	SRC	RABGAP1L	TSPOAP1-AS1	PLEKHO1	PCP2	FXYD3	TAL1	DERA	MPST	ITGB5	MYL6	FHL2	C9orf16	CENPT	CAPS	SSX2IP	MFAP3L	PLEK	IRX3	YPEL5	DNM3	SYTL4	NT5M	BMP6	RHOBTB1	PNMA1	MPL	LEPROT	RGS6	AGR3	CYP4B1	PIP4K2A	GABARAPL2	TUBB4B	GUCY1A1	EIF4G2	MYCT1	VAPA	LINC01011	LINC00853	ENDOD1	BCL2L1	CYTOR	TSPAN18	NORAD	TPPP3	CFAP161	AP2M1	TBC1D20	CAMTA1	WFDC2	ZYX	ABCB6	HDAC5	TSC22D4	PCYT1B	ATP2A3	EPCAM	ACSBG1	STXBP2	WHAMMP3	H3C10	MYH9	PDGFA	SLA2	RAB4A	CD9	DUSP22	MAP2K3	SPHK1	ABHD16A	PRKCD	GET1	HK1	TGFB1I1	DIAPH1	SLC6A4	ZNF367	C9orf24	SIAH2	GRTP1	F2RL3	CLDN3	EPOR	EGLN3	SMIM22	MEPCE	RSPH9	KIFC3	TSPAN1	SAT1	RAB8A	CD226	LRRIQ1	ZNF271P	GATA1	ADIPOR1	FLNA	RTN3	PARK7	MKRN1	ELOVL7	TST	AGR2	UXS1	TPTEP1	ANO6	TSPAN9	H2BC8	SLC44A4	UBA7	VAMP7	ANAPC5	USF2	LGALS12	AP1M2	MYZAP	RAC1	CETN2	KIAA0513	C20orf85	GSTP1	ABI1	UBE2E3	NENF	TM2D2	HLA-E	RAB6B	WDR11-AS1	C15orf54	SEPTIN4	TMEM64	PTTG1IP	NDUFA6	RBPMS2	CALD1	CLDN4	CD47	MOB3C	MMRN1	CCDC103	WWC1	LY6G5C	FSTL4	MTFR1L	INAFM2	CYB5R1	CYTH2	NCK1-DT	AQP10	F2R	FRMD4B	CLIC4	CAPSL	ZGLP1	CAV2	SCFD2	H2BC5	UNC13D	SNTN	CP	PACSIN2	ELF3	MSANTD3	TMC5	CFAP45	PTK2	ARHGAP21	ARPC4	RILPL1	CASP3	CCL5	RSPH1	WHAMMP2	AGPAT1	ARHGAP45	HOATZ	MCUR1	RAB10	TPM3	PDLIM7	SH3TC2	MS4A8	ACVR1	FANK1	ARMC3	PIFO	MDM1	TSPAN33	CYREN	TJP2	HBB	CD36	BBC3	ISCA1	WIPI1	FAM183A	KRT19	RHEB	PRR7	LYPLAL1-AS1	MAD2L1BP	TMEM219	PRKAR1B	H2BC9	CD151	YWHAZ	ZFYVE21	PIP	RPL23AP7	PAIP2	PRUNE1	SDC4	DAAM1	RAP2B	AFAP1L2	ROPN1L	PVALB	SQSTM1	MOB1A	CYB5R3	EIF4E	STRN4	C1orf194	ZNF542P	C5orf49	CTDSPL	GNB5	UBE2O	TMEM50A	NCK2	ABCC4	RARG	CDK2AP1	FOXJ1	SEC14L1	ACTR3B	SLBP	KRT7	CIBAR2	KLF5	PPP3R1	CD27-AS1	DYNLRB2	NSMCE3	RIT1	SLC34A2	MICU1	UBXN11	CAP1	TACSTD2	SSBP2	INSIG1	TWSG1	NCKAP1	HBQ1	C9orf116	PIGR	ZCCHC17	PEDS1	YIF1B	AP2S1	SH3BGRL	DHRS3	ARG2	NDUFA5	GSN	PDLIM4	DOK2	MAFG	GAPDH	TNS1	CERS2	DOK1	ASAP2	RAB37	LINC01089	LPAR5	MOB1B	IGFBP2	TM6SF1	TFPI	TMEM17	ATP6V0E1	C20orf96	ECRG4	UBXN6	HBA1	MACIR	SUSD3	CXCL17	CMTM6	CCDC78	FOLR1	CLIC1	ARHGAP18	SERPINE2	NDUFAF3	BICD2	DCLRE1A	C12orf76	SIAE	ASAP1	NOMO1	CDKN1A	PSCA	BRD3	CLTA	SRSF8	N4BP2L1	HPCAL1	MAPRE2	RIOK3	KRT8	RASA3	CHMP6	PTPRJ	IGF1R	MORN2	OSBPL6	ARF4	PIK3CB	NDUFS5	KRT18	CYB5A	DPCD	BAIAP2	GRK5	BNIP3	TAOK3	WRNIP1	CALM1	RTN4	HMGB1	ZMYND10	HIGD1A	HHEX	SEMA4D	IRAK2	BLOC1S6	ARF3	FAM30A
TRAVAGLINI_LUNG_MACROPHAGE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_MACROPHAGE_CELL	HLA-DRB1	OLR1	VSIG4	MSR1	ALDH2	FN1	C1QA	CXCL3	C1QC	MCEMP1	APOC1	TREM1	MS4A7	MRC1	FTL	HLA-DQB1	ANXA2	SERPINA1	IL1B	FBP1	HCK	ANXA5	APOE	C1QB	LPL	CST3	SDC4	ENG	MARCO	HLA-DRB5	MMP19	DEFB1	CXCL2	FTH1	LGALS3	STAC	FABP5	VIM	MS4A4A	LYZ	TGFBI	CXCL16	CSTB	GRINA	CXCL8	HLA-DQA1	SERPING1	FCER1G	GPNMB	FCGRT	CD9	ACP5	GSTO1	TCF7L2	C15orf48	CD163	KYNU	LRP1	S100A10	SLC7A7	SDCBP	CTSL	GLUL	SIRPA	GPX1	GPX4	QSOX1	CCL20	IL1A	CAPG	ATP6V1F	CTSB	ANPEP	YBX1	CYBB	LHFPL2	RETN	PPARG	TSPO	HNMT	GRN	S100A11	RAC1	TGM2	TUBB2A	CTSH	HSPB1	IL6	DAB2	C1orf162	YWHAH	TNFAIP2	CD81	CD74	FABP4	SPATS2L	NUPR1	PLAUR	INHBA	RTN4	MOB3B	SLC11A1	SIGLEC1	CLIC4	OTUD1	HEXB	NCF2	APLP2	RHOB	ACSL1	CSTA	TYROBP	COX17	MPHOSPH6	TYMP	NOP10	IGFBP2	GLDN	PDLIM1	FPR1	IGSF6	GSN	SLC15A3	HLA-DRB6	ACTN1	RAB31	CORO1C	C3AR1	ACER3	OSCAR	BCL2A1	RGCC	RASGEF1B	HSBP1	HBEGF	GPX3	CTSD	ACVRL1	ABL2	VAT1	SNX10	CCRL2	PPT1	LTA4H	FCGR2A	PLEKHB2	PLSCR1	PGD	ETHE1	PNPLA6	HCAR2	PLEC	SOD2	AP2S1	TUBA1C	ITGB8	NPC2	MGST3	CTSS	MT1M	GLIPR2	MT1E	VDAC1	LAP3	MYD88	MGST1	TREM2	ATP6AP1	KLF4	PSAP	ISG15	ALOX5AP	FMNL2	P2RX4	SLCO2B1	LGALS1	RBP4	SMCO4	RAB10	AQP9	IL1RN	RNF13	DENND5A	GK	FLVCR2	CCDC88A	COMT	SLC43A2	IFI6	FAM89A	ASAH1	CTSC	PILRA	BID	ATP6V1B2	PLXDC2	AVPI1	GPD1	SCARB2	CXCL1	CNDP2
TRAVAGLINI_LUNG_PROLIFERATING_MACROPHAGE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_PROLIFERATING_MACROPHAGE_CELL	TUBA1B	H2AZ1	TUBB	HMGN2	TK1	PCLAF	TYMS	CDK1	UBE2C	STMN1	BIRC5	NUSAP1	MKI67	CENPW	RAD51AP1	MARCO	MAD2L1	CEP55	HMMR	FABP4	CCNB2	ZWINT	TOP2A	GGH	CDKN3	PRC1	CKAP2L	GRN	CENPK	TPX2	ASF1B	MND1	GTSE1	RRM2	NUF2	KIFC1	HP	CENPM	SHCBP1	CENPF	SPC25	CENPN	MELK	CLSPN	CKS1B	CCNA2	APOC1	VSIG4	C1QB	AURKB	LGALS3	CDT1	FN1	LGALS3BP	CCDC34	SGO1	NCAPG	NDC80	UBE2T	LPL	SMC2	MGST3	CENPU	TROAP	GPNMB	CENPA	MGST1	ALDH2	DYNC2I2	FAM111B	SERPING1	PHLDA3	TCF19	CYP27A1	ANLN	HMGB3	TMEM106C	HMGB1	C1QA	FABP5	DLGAP5	DHFR	CDCA3	CDCA5	ASPM	MRC1	PBK	FANCI	TUBB4B	KIF11	SGMS2	CCL23	KIF2C	DTYMK	C1QC	BRCA2	TUBA1C	CDC20	PPARG	SKA3	RNASEH2A	OLR1	CCNB1	FAM111A	POC1A	PKMYT1	MCEMP1	MS4A4A	SGO2	PTTG1	RAD51	ESCO2	MME	CKS2	TREM1	RETN	RRM1	PHGDH	TEX30	DEFB1	GMNN	TUBB6	FBP1	BUB1	PDLIM1	PHF19	FOXM1	KIF23	RACGAP1	CTSD	EPHX1	PCOLCE2	ARL6IP1	HADH	HJURP	CES1	CENPS	AKR1C3	PRIM1	PARAL1	SERPINA1	DIAPH3	INHBA	BRCA1	S100A13	ITGB3BP	UHRF1	RHEB	OASL	FAM89A	ACP5	APOE	VMO1	ATAD2	ORC6	OIP5	NUPR1	SKA2	CDKN2C	TACC3	LRPAP1	CTSC	SCCPDH	FEN1	ACTN1	ARHGAP11A	FHL1	ABCG1	PCNA	SMC4	DEPDC1	CENPH	GSTO1	SCD	MSR1	PLK1	DAB2	COPRS	IFI6	AMIGO2	CDCA2	TREM2	HEXB	EZH2	HNMT	VRK1	CRNDE	SAC3D1	ADAMTSL4	CIP2A	KNL1	ALDH3A2	ACO1	CPE	ABCG2	UBASH3B	SPATS2L	SPAG5	CENPE	POGLUT3	CCL18	AGRP	ALDH1A1	PRR11	PPIC	HYI	PLBD1	E2F1	BARD1	BST1	FCGR1A	ECSCR	ACVRL1	HERC5	TUBG1	KIF20B	FOLR3	H2AX	RBP4	HAUS4	PTGR1	MTFR2	DNAJC9	GAA	POLD3	LIG1	SIRPA	RFC4	TCF7L2	FCGR1B	PELATON	UBE2S	APIP	VMA21	PRRG4	VAT1	BHLHE41	OSBPL1A	GPSM2	CD163	ANXA5	RAB13	HIRIP3	CKAP2	SNX10	LRR1	REEP3	TRIOBP	ANXA2	IFI27L1	MYBL2	MCOLN1	PTMS	MCM7	GLA	TIMP2	ATL3	FBXO5	CTSL	CREG1	NMB	CLIC4	GLDN	SLC11A1	CD81	TEDC1	LRRCC1	SEPTIN11	GINS2	ACAT1	COQ2	ADTRP	PGP	IFIT3	SEPTIN10	NCAPH2	SNRNP25	NUDT1	MTX1	COA6	PDLIM7	ABHD5	KNSTRN	SVIL	CD68	AKIP1	CXCL3	CBR1	MAGOHB	SERINC2	IL17RB	ADPGK	MSRB2	UBB	GCHFR	CD151	POLR3K	RPL26L1	LAMP2	KPNA2	ARHGAP18	AL441992.1	MZT1	NIT2	EMC9	ANPEP	RMDN3	ATP2C1	PIMREG	BCL2L12	CD59	ACAT2	BTG3	RAB34	GPN3	NCEH1	TCN2	TMEM107	ACOT4	LRP1	ZBTB8OS	NUCB2	USP1	TMED5	PECAM1	KIF14	GPCPD1	CSE1L	SMCO4	CLDN7	TSPAN3	HINT2	DPYSL2	MDH1	CYB5A	SCARB2	HACD3	SRD5A3	TSPO	KIF22	PNPLA6	CTNNA1	GPX3	ALDH7A1	ATP1B1	SLC31A2	AQP3	RPA3	FUCA2	UROD	HTATIP2	DNASE2	JPT1	SLC25A24	HCFC1R1	MCUR1	NUDT21	ALAS1	PAFAH1B3	AURKA	PTPN12	ACOT7	PRPS2	CORO1C	MRPL34	MMP19	TPGS2	PLXDC2	ILVBL	CALU	SLC27A3	TRIP6	SORT1	SLC7A7	TCEAL9	COMMD4	CCDC88A	POR	PAPSS1	MGST2	SLC15A3	PCBD1	ACYP2	SPARC	UQCC2	MPP1	ACOT13	WASHC3	GPA33	GLB1	NTAN1	HDAC2	PNP	EDEM2	BCAP29	WDR61	NCF4	MRPL37	TUBB2A	NCF2	FH	LGALS9	RAB32	RRAGD	RDX	MRPL13	FTL	CD86	PARP9	MRPL18	CYB5R3	DST	HSP90AA1	FPR1	ECHDC1	MS4A7	SIRPB1	COLEC12	PLSCR1	POLD1	ENOSF1	ZCRB1	NAPRT	ABHD12	VPS29	GAS2L1	STX12	NQO2	QSOX1	MNDA	HAUS2	SLC31A1	TCEAL4	ACAA2	TIMM10	APOL4	PLAAT3	ACER3	C2	AK6	RAN	MRPS16	C8B	TFPT	TGM2	ATP6V1H	TMPO	HAUS1	AGPAT2	DDB2	CCDC18	PRDX4	BATF3	CDKN2A	PDXK	TXNDC17	HACD4	MRPS15	CD14	OSBPL11	DNMT1	LEPROT	HCK	DRAM1	EMC3	CTSZ	CARHSP1	SMIM30	PSMD14	MTCH2	SPPL2A	PHYH	ASRGL1	CDCP1	S100A11	PTTG1IP	MCM6	H4C3	MRPL17	TAF9	ETHE1	GGA2	DCTPP1	GMPS	KCNA3	TMED3	UFD1	ANP32E	TGFBI	PILRA	AKR1C2	PGD	H2AC17	SAE1	ATP6V1D	GUSB	CCDC47	DENND5A	BLVRA	CDK4	NANS	HSPA1A	BHLHE40	FCGR3A	ISOC2	LTA4H	MIR3945HG	PSMB5	SPNS1	OPN3	RALBP1	HDDC2	MACC1	OAS1	MDK	HSD17B4	PSMC1	NELFE	AAMDC	IGFBP2	TCEAL3	GCA	UBE2E2	MFSD1	MGMT	H2AZ2	STAC3	VKORC1	MS4A6A	ARL4A	LY86	CPVL	DCTN6	CTNNB1	TMEM165	MRPL27	MXD3	LAIR1	QDPR	RAD21	ANXA4	OSCAR	LY96	GLO1	ANG	DMAC1	TAGLN	MRPS18C	GSN	ROGDI	TXNDC12	TCEAL8	LACTB	GPX4	RPN1	ALOX5	FUOM	ALCAM	TP53I3	PLD3	AXL	YWHAH	PSMD1	SLC25A11	HEXA	FIBP	CRIP1	CD58	COLGALT1	ZDHHC12	TPRKB	CIAO2A	C20orf27	PRDX3	PPA2	RNPEP	AKR7A2	UPP1	ARRDC4	RNASE4	DUT	PTPMT1	UNC93B1	SCPEP1	NUDT5	MRPL14	MCM4	ITGB8	SDC4	CAMP	TSPAN4	CSTA	MIS18BP1	REEP4	CBR3	STING1	ALG9	MX1	KYNU	PSMC2	GBP1	TXN	C3orf14	CNIH4	BLVRB	ORMDL2	FDFT1	LYAR	CTSA	MCM3	CTSH	S100A10	DDX39A	H2AJ	EIF4A3	CAT	TAGLN2	CXCL2	DECR1	GSDMD	VDAC3	EXOSC9	GRINA	H1-4	MPC1	HLA-DQA2	LYZ	RFC2	MPHOSPH6	AKR1B1	DEK	NAA20	MESD	HSPB1	HAGH	SQOR	HADHB	CXCL16	ECHS1	HSPB11	PPM1G	HPRT1	NENF	PLIN3	SPG21	MTHFD2	CHMP5	DCK	YBX1	NUCKS1	FDPS	GET3	CISD2	RTN3	HLA-DRB1	PLEKHB2	UBE2A	CTSB	CD9	CCT5	AVPI1	IER3IP1	LAP3	MTMR11	HAT1	NASP	GPD2	LSM4	AP2S1	ATP6AP1	BUB3	UQCRC1	RGCC	TGOLN2	FDX1	SLC16A3	HLA-DRA	LAMTOR2	RAC1	ATG3	STOM	CCRL2	ETFB	SMS	ARL2	CACYBP	HLA-DRB5	MPZL2	CFD	CSTB	PLAUR	MT1F	ATOX1	FUCA1	HMGB2	GTF3C6	UBE2L6	APLP2	H1-3	RND3	PIGT	NDUFB6	EIF4EBP1	CAVIN3	IFI30	ATP6V1E1	ALOX5AP	NDUFS8	HSPD1	PSMA6	IGSF6	SARNP	LSM2	AKR1A1	MPC2	HLA-DQA1	FCGRT	PFKL	TKT	IL3RA	CLTA	RBBP7	DNAJC15	TECR	LSM5	H1-2	HLA-DMA	CAPG	PPIA	ATP2B1	FAM50A	TMEM14C	POLR2K	GTF2A2	PLIN2	MCM5	LIPA	SNRPD1	JAML	EMC7	RHBDD2	DCTN3	COMT	ERP44	SSR3	STXBP2	GLIPR2	DNAJA1	SLC3A2	HNRNPAB	CXCL5	PSMG2	SLC2A6	MYDGF	ANP32B	PSMD7	BRI3	KIF5B	ANAPC11	RER1	SNX2	PIN1	TMEM160	SSB	TMED10	HLA-DRB6	NDUFB5	MRPL51	NDUFB3	ASAH1	ACADVL	PSMA5	ATP6V0B	RPS27L	SNRPD3	HMG20B	HLA-DQB1	PSMA3	GIHCG	ILF2	SUMO3	PSMC3	CALM2	VIM	PSAP	SPI1	HSBP1	IL18	HADHA	ELOC	PCMT1	NUCB1	NDUFAF3	ATP6V0D1	BANF1	IDH2	LAMP1	NDUFA12	PSMB2	PPT1	GYPC	MRPL57	MYL6	RPN2	BCL2A1	BLOC1S2	NUP214	TOMM5	LSM3	VAMP8	CD63	ATP5MC3	GNAS	ATP1B3	REEP5	FAM3B	H2AC20	CD74	HLA-DPA1	GPD1	PSMD8	MACROH2A1	PSMA4	PSMB6	RAD23A	HSPE1	SIVA1	RANBP1	CD47	EIF2S2	SLBP	PKM	RTN4	CAPZA2	IL1RN	LDHA	LY6E	TMEM219	TMED9	YWHAE	TMEM14B	BCAP31	VDAC2	SCP2	GNB2	PRDX1	ENY2	PYCARD	RNH1	CXCL8	TMBIM6	BSG	GNG5	CXCL10	ATP6AP2	CST3	TNIP3	HSD17B11	TMEM59	DYNLL1	TALDO1	HLA-DPB1	GLRX	BAX	COX5A	OAZ1	MT1L	MT1G	LAMTOR1	SDCBP	ECH1	FTH1	SLC25A5	GLUL	S100A6	HSP90B1	PRDX5	C1orf162	CCL20	DYNLRB1	HMGN3	UBE2L3	BLOC1S1	CALM3	RHOA	ATP5F1C	GSTP1	NOP10	FCER1G	CTSS	IL1B	PLP2	ENO1	DBI	NDUFV2	PSME2	CD164	PEBP1	IFI27	ZNF706	UQCRQ	RBX1	NPC2	LGALS1	SEC11A	TMBIM4	NDUFC2	TNFAIP6	PSMB3	ARPC3	MZT2B	SNRPG	TMSB4X	GPX1	TYROBP	SAP18	PSMA7	ERH	ATP6V1F	ERP29	ATP5PF	GAPDH	HMGN1	POMP	PSMA2	NNMT	SNRPB	UQCR10	SNX3	LDHB	MT2A	ATP6V0C	MICOS10	SH3BGRL	CYBA	PGK1	ARPC5	COX8A	IL6	CFL1	PRSS21	SOD1	YWHAB	CHCHD2	CD52	CXCL1	MT1E	ANXA1	TPI1	ATP6V0E1	HLA-C	PTX3	ARPC1B	ELOB	B2M	MYL12B	ARPC2	NDUFA4	ALDOA	SCGB3A1	CALM1	SUMO2	COX6C	S100A4	PFN1	ITM2B	MT1X	SERF2
TRAVAGLINI_LUNG_PLASMACYTOID_DENDRITIC_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_PLASMACYTOID_DENDRITIC_CELL	SCAMP5	TPM2	LAMP5	SMPD3	PLD4	SERPINF1	DNASE1L3	RASD1	CLEC4C	ITM2C	IRF4	TCF4	PHEX	SMIM5	MYBL2	UGCG	SPIB	MAP1A	GAS6	PLXNA4	PPP1R14B	GAPT	KRT5	CCDC50	TNFRSF21	NIBAN3	PTCRA	MPEG1	NAPSB	PTPRS	PFKFB2	VEGFB	P2RY14	IRF8	LINC00996	EPHA2	MZB1	APP	RNASE6	BCL11A	SCN9A	CXCR3	LRRC26	EPHB1	TGFBI	ABHD15	SLC35F3	LGMN	VASH2	LTK	BMF	SLC7A5	ZFAT	EGLN3	CYB561A3	PROC	TOX2	UNC93B1	PPM1J	C12orf75	CD4	C12orf45	CCDC88A	SPNS3	TSPAN13	ST6GALNAC4	RUNX2	FLNB	TLR7	EIF2AK4	DUSP5	PARVB	TAMALIN	PMEPA1	CUX2	DAB2	NRP1	SEL1L3	GPX1	CORO1C	MCOLN2	KCNK17	SLC20A1	ATP13A2	SEC61B	PACSIN1	STMN1	CIB2	NUP210	AEBP1	CBFA2T3	THBD	TBC1D8	ANKRD53	RRBP1	MGLL	AFF3	RNF130	NR3C1	RNASET2	CSF2RB	SH2B3	SIDT1	SYK	CARD11	GPR183	CDYL	GPM6B	COBLL1	TP53I11	SULF2
TRAVAGLINI_LUNG_MYELOID_DENDRITIC_TYPE_1_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_MYELOID_DENDRITIC_TYPE_1_CELL	AXL	CTSZ	DPYSL2	HLA-DQA1	KLF4	CLIC2	DSE	CST3	SERPINF1	HLA-DRB5	ALDH2	SNX8	ARHGAP31	CTSH	RAB31	GAS6	FGL2	CXCL16	SPINT2
TRAVAGLINI_LUNG_IGSF21_DENDRITIC_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_IGSF21_DENDRITIC_CELL	FOLR2	RNASE1	SLCO2B1	MRC1	C1QC	C1QB	C1QA	IGSF21	F13A1	CCL2	TMEM176B	MSR1	GFRA2	MAMDC2	MS4A4A	PLTP	PDK4	CCL13	SERPING1	STAB1	VSIG4	GPX3	LGMN	CTSL	HNMT	WLS	ATF3	MS4A7	CD83	PPIC	CPM	HSPA7	PDGFC	DAB2	FCGR2B	TGFBI	CD93	GGTA1	CSF1R	MAFB	LMNA	GATM	CXCL2	MS4A6A	CXCL16	ARHGAP18
TRAVAGLINI_LUNG_EREG_DENDRITIC_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_EREG_DENDRITIC_CELL	RAB31	NAMPT	CLEC5A	CTSB	IER3	EREG	VEGFA	CD93	THBS1	GPX1	PLAUR	FPR3	FCGR2A	CD163	THBD	MXD1	HLA-DQB1	C5AR1	SAT1	MS4A6A	HBEGF	GPR183	ACSL1	CXCL2	LYZ	CLEC10A	DSE	HLA-DPB1	TGFBI	TIMP1	HLA-DRA	CD14	ATP13A3	PPIF	NPC2	UPP1	CEBPB	CEBPD	ETS2	TLR2	HLA-DQA1	EMP1	CST3	CD300E	HLA-DRB1	FPR1	MRC1	IL1B	HLA-DQA2	SDC2	AIF1	IL13RA1	SGK1	YBX3	HLA-DPA1	METRNL	TREM1	SDS	G0S2	LST1	RGS2	CXCL3	CXCL8	TYMP	AREG	C1orf162	HIF1A	CLEC7A	OSM	VCAN	HLA-DMB	CDKN1A	C15orf48	YWHAH	MPHOSPH6	IFI30	FCN1	ATP5F1E	MCL1	CSF2RA	IFNGR2	FGD4	SOCS3	FCER1G	MAFB	SLC25A37	MAP2K1	CPVL	USP53	STAB1	SEMA6B	NECTIN2	HLA-DMA	TNFRSF1A	CHMP1B	GK	SOD2	CSF1R	CD74	SERPINB9	SRGN	PLSCR1	LITAF	CTSL	MMP19	GLUL	MS4A7	S100A10	IVNS1ABP	RNASE6	FCAR	F13A1	LILRB2	PID1	TMSB10	ATP6V1B2	FTH1	OLR1	JARID2	FGL2	IL1RAP	GPR84	HLA-DRB5	FCGR2B	LIMS1	PHLDA2	SLC43A2	TYROBP	SH3PXD2B	B3GNT5	RAC1	POMP	CSTA	RILPL2	S100A11	ZFP36L1	PFKFB3	LCP2	HLA-DRB6	NEAT1	PTPN1	VSIG4	MAT2A	LGALS1	SCO2	CXCL16	TPM4	PEA15	BCAT1	CREM	MT2A	ADGRE2	NLRP3	CTSH	LUCAT1	GSN	CTSZ	PLAU	PDE4B	VDR	PSAP	EPB41L3	FOS	PICALM	PRKAG2-AS1	PNP	CLEC4E	ANXA5	SLC16A3	ARHGAP18	NIBAN2	CCL17	RGCC	CDCP1	TOP1	SLAMF8	PHC2	ALCAM	RNF149	IL1R2	APLP2	CMTM6	ATP1B3	RGL1	COTL1	GNA15	CD86	FCGRT	RBM47	AP2S1	SPI1	MB21D2	MOB3B	CCL20	IL10	SERP1	FOSB	PNRC1	SAMSN1	SNCA	SMIM3	SLC2A3	SLC11A1	JUND	ANPEP	PTPRE	RNF19B	LAT2	GABARAP	KCTD12	ACTR2	RPS26	SLC16A10	IFITM3	HMOX1	C1QC	C3AR1	ACSL3	ELK3	HRH2	LY96	IL1R1	MSR1	SH3BP5	SLC7A5	MARCKS	MTRNR2L1	FPR2	LHFPL2	HSBP1	TNFAIP3	PRMT9	CD36	ACTG1	SPRED1	ASPH	PELATON	FURIN	CEP170	NR4A2	GLIPR2	DUSP1	SIRPA	PTAFR	MFSD1	FTL	TPT1	ICAM1	RAB20	KYNU	PLXDC2	BACH1	KDM6B	NINJ1	AHR	BCL3	ANKH	MALT1	MT1X	MIR4435-2HG	DDX21	IL1RN	LILRB3	RNASE1	ZSWIM6	PKIB	SKI	FKBP5	ATP6V0B	SIPA1L1	MACROH2A1	TNFRSF12A	ATP5MD	GSTO1	DUSP4	GRINA	HAVCR2	DBI	RNF145	SAP30	SPHK1	GNAI2	FGR	ETV6	EMILIN2	ZYX	ARHGAP31	ZDHHC20	ENG	PRELID1	CYTOR	GNB1	GGTA1	TLR4	PLIN3	SLC31A2	ATP2B1-AS1	RNF130	SYAP1	GNG5	DPYD	ANXA2	ITGAX	PDE4A	HCLS1	TUBA1C	S100A6	TTYH3	IGSF6	C4orf48	PSTPIP2	BRI3	RUNX1	DDX3Y	BCL2A1	NOP10	CD58	TLR1	ETF1	TBC1D14	GPAT3	ADAM19	EMP3	MAP3K13	DDX3X	IRAK3	GNA13	CD44	TNFSF8	KPNA4	RNF13	JDP2	IQGAP1	CD1C	STX6	ELL2	CYRIA	SERPINB8	TBXAS1	NCF2	SEC14L1	KCNN4	DPYSL2	PPT1	RALA	PTPN12	SH2B3	REL	MAN2B1	SORL1	DUSP6	NCOR2	QPCT	QKI	MAP3K8	CD4	RTN4	SRC	CSRNP1	TRMT6	AGFG1	GNAQ	PIM3	RBPJ	FCER1A	GPX3	PDXK	ST14	RGS10	PMP22	ZNF331	INSIG1	IFNGR1	ATF3	PPARD	SKIL	CCL2	ENY2	IL6R	HMGA1	CMTM3	NFKB1	ARPC5	ACTB	YWHAE	RAB5C	KLHL2	IRF2BP2	ADA2	MTRNR2L8	HIPK2	CCRL2	MARCHF2	SEM1	RHOU	ABCA1	PLEC	RBMS1	TFRC	ADAM9	ACTN1	TP53BP2	KLF4	RB1	CCDC88A	UBXN2B	SLC43A3	ZMIZ1	GNA12	QSOX1	CYBB	A2M	ERCC1	VASP	MYL6	ELOC	IFI27L2	SLC20A1	HLA-DOA	NFE2L2	ST8SIA4	FKBP1A	JMJD1C	GRB2	SDC3	RHOQ	GNS	BASP1	SCGB1A1	AHNAK	RHOB	ANGPTL4	MKKS	DAZAP2	GADD45B	STARD4	ENTPD6	SYNCRIP	CARD19	SERF2	MAP2K3	ASGR1	STK24	USP32	PPP1CB	VAMP8	SEC61G	HCK	PAPSS2	ZFAND5	TAMALIN	CTNNA1	MIR22HG	FLOT1	MEF2A	PIK3R5	C9orf72	CD83	CHSY1	ITGA5	C1orf54	POLR2L	AZI2	CHST11	KLF9	CAB39	GAPDH	ENTPD1	SLC1A3	MAP3K2	CLTC	IRS2	TMEM167A	ADIPOR1	ATP6V0C	NFIL3	SLC66A2	APOBEC3A	PLEK	SPAG9	RAB1A	CTNNB1	TLNRD1	AP1B1	HNMT	MYD88	ATOX1	ABL2	TM9SF3	TPP1	CDV3	ATG3	KTN1	SFPQ	CHCHD7	YWHAZ	SUMO3	GLIPR1	REEP3	RIPK2	EPAS1	CH25H	PDLIM7	HLA-DQB2	BAZ1A	GABARAPL1	IER5	TOM1	CHMP4B	RASSF2	MT1M	SNX8	TCN2	FILIP1L	CLIC1	RAB8B	DNAJC15	LPCAT2	MAP1LC3B	SKAP2	AMPD2	TNFSF13B	SPINT2	LRRFIP1	TFDP1	SEMA4D	CCR1	IQSEC1	EPB41L2	RAP2B	LACTB	SLCO2B1	RIN2	MARCKSL1	WTAP	SOAT1	MT1A	SHTN1	TPM3	FES	MS4A4A	ENO1	LGMN	WBP1L	HNRNPAB	TIMM8B	DYNLT1	COX8A	AKAP12	ITGAV	AKAP13	ARRB2	ZC3H12A	SHOC2	ZEB2	RAP2A	EDEM1	ZNF706	SLC6A6	ERGIC1	ZFYVE16	TMBIM6	MTCH1	N4BP1	BIRC2	DOCK10	PLEKHB2	ATF4	BTF3L4	ID3	RAB7A	MIDN	SUSD6	FCGR1A	COX7B	SDC4	OTUD1	SLC39A1	SNHG15
TRAVAGLINI_LUNG_TREM2_DENDRITIC_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_TREM2_DENDRITIC_CELL	APOE	LIPA	TREM2	GPNMB	CHI3L1	CCL18	CHIT1	LILRB4	ACP5	CTSB	CTSZ	PRDX1	CSTB	APOC1	CAPG	NUPR1	PLD3	CD68	GRN	CTSD	HLA-DMB	LGMN	ANXA2	BRI3	C15orf48	CYP27A1	FBP1	TXN	PLA2G7	HLA-DQA1	FABP3	MRC1	GPX3	CTSH	C1QC	C1QB	SLAMF8	ALDH2	FN1	FPR3	FTL	KCNMA1	TMEM176A	MMP9	SERPINF1	TMEM176B	C1QA	HLA-DMA	PSAP	MARCO	GSN	IL4I1	UBD	ACP2	FUOM	PTMS	IFI30	A2M	PLXDC2	NR1H3	ACE	SERPING1	C2	DAB2	LGALS3	CYBB	CD81	MMP14	HEXB	MSR1	MAFB	ENG	TYMP	CTSL	SLCO2B1	CPM	HLA-DRA	RARRES1	MS4A7	HLA-DQB1	GPX4	FABP5	LYZ	RAB13	HLA-DRB1	HLA-DRB5	S100A11	HSD11B1	RAB31	LAMP2	NCEH1	HLA-DOA	CTSK	LGALS3BP	MS4A4A	NPL	ADAMDEC1	AGPAT2	ITGAM	PILRA	HNMT	LHFPL2	AXL	IGSF6	C5AR1	SLC1A3	AVPI1	TMEM51	CD9	CD74	PHLDA3	VSIG4	SNX10	VAT1	HSPB1	PTAFR	ABCC3	ATP6V1F	HLA-DPA1	CXCL9	SLC7A7	CLEC4E	CD63	GM2A	C1orf54	CSF1R	DNASE2	GGTA1	SLC15A3	CAVIN3	AKR1A1	FTH1	SCPEP1	SGK1	CORO1C	HLA-DPB1	CD151	HLA-DQB2	FCGR2A	CREG1	LTA4H	ATOX1	NCF2	GAA	UBE2E2	RBM47	OLR1	FILIP1L	RAB20	LILRB5	IFI27	BHLHE41	ABHD12	SIRPA	RGCC	TGFBI	LAIR1	GNS	ALDH1A1	PDXK	HCK	HLA-DRB6	LAMP1	SLC31A2	COL6A1	CD86	PEA15	OSCAR	LAP3	TUBA1C	SMCO4	KCTD12	CLEC10A	SMIM30	GRINA	TNS1	ALCAM	PLBD1	C3AR1	AIF1	CLEC7A	GSTO1	ACOT7	RNASE6	PDLIM1	TIMP2	KLF4	IDH1	PLSCR1	CTNNA1	CTSS	SCARB2	TUBB6	HLA-DQA2	PCBD1	GMPR	RAB11FIP1	TSPO	OSBPL1A	KYNU	YWHAH	PTTG1IP	FCGRT	GPX1	RENBP	TFEC	ARHGEF10L	LY96	PTPMT1	LRP1	CD14	BCAT1	TCN2	ANXA4	RDX	LILRB3	MAN2B1	FCHO2	RNH1	MGAT1	RNASE1	TPP1	SLC31A1	SPI1	IL13RA1	IFI6	MS4A6A	PLA2G2D	PLEKHO1	NANS	NPC2	DBI	MYOF	PALLD	PAPSS1	CD58	SHTN1	TMEM70	TBC1D2	PRCP	SPARC	SPG21	PRDX3	TNFSF13B	CXCL16	SLC38A6	EPHX1	PRXL2A	SERPINA1	COMT	ZNF385A	CHCHD10	VKORC1	PEPD	LGALS9	TIMM8B	DUSP23	CBR1	DPYSL2	COLGALT1	GNB4	STEAP3	RNF13	DHRS4	CYB5A	FCGR1A	PDK4	MGST3	EIF4EBP1	PCK2	RAB32	SLAMF7	ACTN1	ME1	HAVCR2	SLC49A3	CYFIP1	STAT1	MRAS	SYNGR2	SQOR	TSPAN4	TALDO1	RRAS	ARHGAP18	MARCKS	QPCT	PLEKHB2	PGD	SCCPDH	RHOB	PLPP3	ANXA5	NAA20	ATP6V1B2	GCHFR	DST	ATG7	VDAC1	IL3RA	HMOX1	LACTB	MNDA	MTCH2	HSD17B4	GPCPD1	MFSD12	CLIC2	SLC29A1	BLVRB	RASSF4	ISOC2	VOPP1	TXNDC17	ANPEP	CALU	ITGAX	MYDGF	MACROH2A1	UROD	EMC3	ADA2	PPT1	PDLIM7	AKR1B1	TNFSF12	CTSA	GLA	SLC40A1	P2RX4	PARVB	TNFAIP2	TMBIM1	ATP6AP1	HEXA	UNC93B1	HYAL2	PFKP	GLB1	MRTO4	NAGK	GLIPR2	CISD2	SDSL	CPVL	FUCA1	CTSC	APOC1P1	RILP	IL18	MFSD1	TMEM147	COPRS	APLP2	NDUFAB1	ACOT13	SMS	SLC16A3	ALAS1	TREM1	TMED10	MGST2	CEBPA	TFRC	ZFAND5	LIMS1	DNASE2B	TM6SF1	LY86	HSD3B7	ASAH1	DDRGK1	GRB2	BCAP31	MTX1	EPSTI1	MDH1	TWF2	HEBP1	ALOX5	MCOLN1	FEZ2	ATF3	TMED9	TCEAL4	TMEM14C	HADHB	SLC3A2	ECHS1	LRPAP1	EMC7	ABHD2	TMEM205	GUSB	CIAO2A	CORO1B	MVP	S100A10	NTAN1	PSMB5	PSMB6	MICOS13	ATP6V1D	RNF149	PKM	PRDX4	TXNRD1	DNPH1	HM13	RAB5C	THEMIS2	NCF1C	S100A13	PLAUR	GK	RMDN3	CD84	BASP1	NCF1	RRAGD	TMEM251	CD40	MX1	FDX1	OAS1	ATP6V1A	CD4	ACAA2	CANX	HSPA1A	ATP6V0B	VPS29	SSR3	GNAI2	LAMTOR2	ATP6V0D1	RAB1A	SOAT1	CLTA	ATP1B3	CST3	CAMK1D	PMP22	VAMP8	SDC2	VIM	NCK1	JPT1	FMNL2	SNX2	CYC1	NDUFS8	GLUL	RNF130	TOR3A	CAMP	RALA	AP2S1	NDUFS3	CAPZA2	SDHB	ACO1	TRIP6	DPP7	FLNA	PDIA6	RHEB	FERMT3	ATP6V0C	GNAS	RAC1	TYROBP	PSME2	LGALS2	HSPE1	NEK6	RAB7A	NME1	YBX1	WARS1	CD59	CFD	SDCBP	ERP44	CHCHD6	MCEMP1	ATP5PD	HSD17B14	UQCRC1	PSMA3	COX5A	REEP5	PPIC	RTN4	CD300LF	RBP4	NDUFA12	CYBA	COL6A2	FCER1G	PSMA6	BLOC1S1	GBP1	POMP	COX5B	PYCARD	LGALS1	PSMD8	VAMP5	GLRX	ATP6AP2	MGLL	TSC22D1	C1orf162	TUBA1B	IFNGR1	PPARG	NOP10	PSMA7	DYNLL1	CRIP1	SGMS2	SPP1	CALR	PSMB3	SCD	RPS27L	SLC11A1	ENO1	SQSTM1	NDUFB2	FCGR2B	NDUFB9	ARPC1B	CALM2	MGST1	ATP5MC3	ISCU	LRRFIP1	GABARAP	GSTP1	CD44	TAGLN2	SERF2	SLC25A5	SH3BGRL	NEAT1	HSP90AA1	HSP90AB1	PSMB1	ATP5F1B	ATP6V0E1	ITGB2	S100A6	SH3BGRL3	CIR1	CA2	EMP1	ALDOA	RHOA	HLA-A	TMSB4X	ELOB	MYL6	TMSB10	PTGDS	TMBIM6	ITM2B	CXCL10	G0S2	SFTPC	RETN
TRAVAGLINI_LUNG_CLASSICAL_MONOCYTE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_CLASSICAL_MONOCYTE_CELL	VCAN	FCN1	LYZ	CD14	TNFAIP2	S100A8	CSF3R	LRP1	CYBB	CD36	MS4A6A	S100A9	CLEC7A	KCTD12	MNDA	NCF2	LGALS2	FGL2	CST3	SLC11A1	CTSS	MAFB	TYMP	DMXL2	TGFBI	MPEG1	NEAT1	CFP	CD300E	CD93	CSTA	TLR2	SULF2	PRAM1	UBXN11	CYP1B1	CPVL	SLC24A4	MARCHF1	APLP2	COTL1	FCGRT	NFAM1	ZNF385A	POU2F2	TMSB10	ZEB2	FGR	HCK	LRRK2	CEBPD	TLR4	IL17RA	PLXDC2	CLEC12A	RAB31	DPYD	PSAP	NLRP3	APOBEC3A	SPI1	CD4	GAS7	TNFRSF1B	CD1D	USP15	HRH2	PTPRE	S100A12	PECAM1	KIAA0930	FOS	GASK1B	FPR1	LGALS9	TYROBP	ARRB2	LRRC25	S100A6	CD163	TKT	PLBD1	TPT1	MEGF9	SAT1	FCER1G	EHBP1L1	PILRA	PLEKHO1	PPM1F	FES	DUSP6	RNASE2	C19orf38	CPPED1	SLC7A7	ZFAND5	ASAH1	RXRA	TIMP2	GPX1	CREB5	MYO1F	FGD4	TNFSF13B	FCGR2A	NOTCH2	P2RY13	BRI3	S100A4	PER1	NADK	SMARCD3	ODF3B	LTA4H	CCR2	NCOA4	AP1S2	MEF2C	SERPINA1	RNF130	EMILIN2	LY86	JDP2	AHNAK	TET3	EVI2B	IRAK3	NACC2	CD300LF	NFE2	FGD2	C9orf72	THBS1	MIS18BP1	AGTRAP	NRG1	STXBP2	FBXL5	IFNGR1	CCNY	RASSF2	BACH1	ADGRE2	TMEM170B	DICER1	VMP1	CD86	DOK3	SULT1A1	NUDT16	NUMB	PGD	SERF2	RPS24	ASGR1	ZNF467	TET2	NUP214	RBM47	TLR8	SCIMP	SYK	PLEC	PRKAG2	MCL1	SLC8A1	ETS2	TNFSF10	ZNF106	TSPO	CUX1	CEBPB	GNAQ	QKI	CHST15	PYGL	C5AR1	CD33	IL6R	RNF149	ATP6V0B	AHR	GLT1D1	TFEC	IRS2	LMO2	ITGAM	IL13RA1	YBX3	KLF4	ROGDI	CASP1	NBPF14	RTN3	APAF1	BLVRB	PICALM	EFHD2	KYNU	UBE2R2	GPBAR1	RASSF3	AGTPBP1	METTL7A	NRGN	PELI1	RNASE6	ACSL1	C1orf162	PABPC1	MFSD1	RBP7	SPTLC2	CRTAP	AOAH	ENTPD1	MAP3K1	CCR1	MACROH2A1	GNS	KCNE3	DENND10	SRGAP2B	MEF2A	ACAP2	FAR1	SKAP2	RNF144B	CRISPLD2	MBD2	STK17B	IQGAP1	SAP30	LPGAT1	JMJD1C	CYRIA	TRIP12	PYCARD	HIPK3	IFI30	USP3	AGO4	ATP6V1B2	C4orf48	TPP1	ACTR2	NPC2	LGALS1	TNFRSF1A	TRIM25	SLC12A6	RPLP1	CAST	INSR	NCF1	SCPEP1	LYN	CR1	PHC2	MTMR11	FAM120A	CAPNS1	HK2	RPS13	RAC1	SNX27	CARS2	CARD16	MGST1
TRAVAGLINI_LUNG_OLR1_CLASSICAL_MONOCYTE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_OLR1_CLASSICAL_MONOCYTE_CELL	SOD2	TIMP1	AQP9	MARCKS	ATP13A3	NAMPT	IL1RN	IL1B	HIF1A	ACSL1	IFNGR2	C15orf48	PPIF	G0S2	CTSL	CD44	SLC43A2	CD93	UPP1	GK	BCL2A1	SERPINB9	IER3	SPHK1	SLC25A37	NINJ1	CD300E	TNIP1	WTAP	SAT1	S100A9	TLR2	SRGN	SLC39A8	CD163	PNRC1	RIN2	DSE	VCAN	RNF19B	CEBPB	S100A8	FCN1	EMP1	CXCL8	PFKFB3	TNFRSF1B	ETS2	ANPEP	NFKB1	GRINA	CLEC4E	VEGFA	MXD1	TNIP3	S100A12	FPR1	FTH1	TNFAIP3	BACH1	CYTOR	PLAUR	KYNU	CCL20	OLR1	LITAF	RAB31	MIR3945HG	TYMP	LYZ	IVNS1ABP	TNFAIP6	MAP3K20	GPR84	FCAR	MIR4435-2HG	TREM1	PNP	MMP19	LUCAT1	THBS1	CLEC5A	FPR2	LCP2	TPM4	SERPINA1	IRAK2	EHD1	MCEMP1	LHFPL2	FCER1G	APOBEC3A	NFKBIA	RBM47	LILRB2	SLC7A5	ANXA5	EIF1	ADAM19	VASP	SEC61G	POMP	EREG	TNFSF8	CTSB	PIK3AP1	PELATON	SIRPA	FNDC3B	ATP6V1B2	CSTA	HMGA1	RAC1	CCL3	SDC2	IL1A	AIF1	C5AR1	PTAFR	S100A10	SLC11A1	MAP3K8	ITGA5	CCRL2	BID	PLSCR1	CFD	GNA15	NLRP3	CKAP4	CXCL2	C1orf122	JARID2	CCL2	HCK	LST1	AK4	CD14	SLC2A3	DMXL2	EIF1B	DRAM1	CTSS	YBX3	SIGLEC14	CEP170	ATP2B1	AGFG1	SERPINB1	YWHAZ	IL1R1	SOCS3	SEMA6B	SPAG9	TMEM167A	CSF3R	LIMS1	FLT1	IRAK3	FTH1P3	ZMIZ1	NECTIN2	RUNX1	PRELID1	EMP3	IFI30	ATP5F1E	KDM6B	MPP1	C3AR1	GSTO1	MCL1	FCGR2A	SRC	CHMP4B	PIM3	CCR1	SPI1	ITGAV	DENND5A	GADD45B	TNFAIP2	ANGPTL4	ABCA1	GAPDH	SAMSN1	TYROBP	B3GNT5	TPT1	PID1	PSMA6	ICAM1	ADGRE2	PTPN1	S100A11	CLEC4D	EFHD2	ARFGAP3	PTPN12	ACTN1	FURIN	TNFRSF1A	SLCO4A1	NUMB	SLAMF1	TPST1	ATP2B1-AS1	IL1RAP	FLNA	RNF144B	GLIPR2	GRB2	SLC16A3	PLEK	GNG5	GBP1	BAZ1A	ELK3	RILPL2	APLP2	DGAT2	BCAT1	DDX60L	CXCL16	CLEC7A	RPS26	LRG1	LCP1	B4GALT5	ITGAX	OLIG1	GPX1	SEC61B	PDSS1	NIBAN2	DNAAF1	LILRA5	ATP1B3	MARCKSL1	H3-3B	LILRB3	ELL2	TLR4	ACOD1	NEAT1	KCNN4	PSTPIP2	ZEB2	GCH1	PDE4B	VIM	LY96	ACSL4	PTGS2	SMIM3	SNAI1	RAB13	HNRNPM	OSM	RABGEF1	ENO1	MAP2K3	SQOR	HMOX1	TRAF1	ATP1A1	CD55	PSAP	H3P6	DUSP1	FGR	LGALS1	SDCBP	ERGIC1	BATF3	ADM	MYL6	INSIG1	MS4A7	SERPINB8	IRAK1	PCNX1	PITPNA	ACTB	LAIR1	STEAP4	IL6	VDR	FNDC3A	PIK3R5	CYRIA	CDKN1A	HS3ST3B1	SLC1A3	PDLIM7	SLC43A3	SIGLEC9	IL4I1	SKIL	CCL7	ZFP36L1	TOP1	ECE1	TLE3	ASPH	CASP4	SERP1	TOM1	TNFAIP8	PKM	EMILIN2	MAFB	METRNL	ELOC	ACTG1	ENG	PFN1	S100A6	TGFBI	CXCL3	FOSB	DDX21	HAMP	ARPC5	XBP1	NFKBIE	ACSL5	C4orf3	BCL3	PDXK	TFRC	NCF2	RELB	MTF1	MAP3K7CL	LYN	NOP10	PLIN3	CFP	JAK1	CLEC4A	DICER1	THBD	RPS24	SERF2	ITPRIPL2	WDR1	LILRA6	MAD2L2	IL6R	GPR35	HSBP1	DUSP6	PPP1CB	CSF2RA	ATF5	CPVL	GCA	IL10	LILRA1	CLIC4	CD274	CD53	SLC2A6	N4BP1	PTPN2	BASP1	SFPQ	ARHGAP31	TNS3	NPC2	TRMT6	HSPA5	TP53BP2	SMPDL3A	ZYX	FNIP2	ANXA2	PHLDA2	FOS	KLF10	IRF2BP2	SBNO2	ZC3H12A	MYO1G	FCGRT	RAB10	GPCPD1	EAF1	HAVCR2	UBE2D1	RTN4	NDST2	RGL1	HPSE	OTUD1	NDRG1	MAPKAPK2	CTSH	KDM7A	STK40	LMNB1	SMS	SUSD6	CDC42EP2	TMEM120A	DPH3	ADAM9	PURB	FFAR2	IFITM3	PDE4A	ARL8B	SNX9	RPS9	ANTXR2	IL4R	GK5	LACTB	AZIN1	GABARAP	SUB1	SLA	NFAT5	STXBP2	PLEC	PARP14	LIMK2	HIVEP2	FCGR1A	PLEKHG2	MT2A	HNRNPA3	MAP2K1	IFNAR1	SNN	ARHGDIA	ETF1	NRIP3	DOK3	PPP1R15B	CSTB	SLC36A4	P2RX4	KCTD12	SLC16A10	NEK6	ACTR2	GNA12	HCAR3	BRI3	YWHAG	USP32	MIR22HG	MAML2	TLNRD1	RYBP	PGK1	CYSTM1	EMD	METTL9	EPB41L3	SH3GLB1	VPS9D1	NBN	PRNP	GNB1	AMPD3	MAP4K4	LILRB1	ZNF267	TRIM25	CYBB	WARS1	IGSF6	IL13RA1	RGCC	SLC16A6	SNX10	DDX3Y	CHMP1B	ZDHHC20	PEDS1	PEA15	IPO7	EML4	PTGER2	ZSWIM6	KANK1	PPP1R15A	DPYD	UBE2E1	PXN	IRF7	MTSS1	STX6	PCBP1	MTRNR2L1	UFM1	ADAM8	AHR	FERMT3	RNF145	UBE2Z	LACC1	LILRB4	STK24	ATP2A2	ATP6V1C1	WDFY3	HCAR2	MIDN	ABL2	SHOC2	HIP1	HNRNPC	NCOR2	DYSF	SKI	CLTC	TCN2	ADAM17	CXCL10	GNA13	FLOT1	PELI1	MAP1LC3B	SCO2	PTX3	TNIP2	SIPA1L1	GPR183	GPR132	ASAP1	ARF4	CLIC1	PHC2	FKBP5	RIPK2	CXCL1	CYFIP1	BZW1	GBP2	HBEGF	ARF6	SNHG15	PSEN1	CD83	IRS2	MKKS	DDX3X	ERCC1	RBMS1	CTNNB1	CFLAR	RHOA	SIGLEC10	QKI	CAMKK2	NUS1	AZI2	DOT1L	BIRC2	FMN1	GSAP	IQGAP1	STX11	STAT3	EIF4E	PNPLA8	HIVEP3	ELL	RAPGEF1	SNHG16	ODF3B	ETV6	TPP1	YWHAE	N4BP2	SPCS3	HNRNPA2B1	GRAMD1A	SAR1A	RAPGEF2	ADA2	NOTCH2	RRAGC	DNAJB6	DNTTIP2	GNB4	PICALM	PMEPA1	NUP62	CLDN5	DAZAP2	SLC15A3	EPSTI1	ZNFX1	RBP7	ATP6V1F	TRAPPC5	UBE2D3	CMTM6	EHD4	RGS10	LRRC8C	SH3BP2	HIPK3	RN7SL1	EHBP1L1	CHST15	CHIC2	MX2	SLC6A6	MCUB	ISG15	KPNA4	KLHL5	RARA	RP2	SURF4	CSRNP1	FPGS	CD58	CPD	SLC66A2	ARL4A	NDUFV2	ATF6	CAPNS1	ZBTB43	IL6ST	NBPF10	FOSL2	CSNK1A1	SQLE	LDHA	ZNF706	DOCK10	STARD4	TRIP12	TMED5	COX8A	SH2B3	AGO2	PLK3	PPP1R3B	LAT2	RALGDS	BCKDK	RAB1A	SLC44A1	GABARAPL1	KCTD20	RAB20	GPX4	UBL5	C9orf72	ST3GAL2	SYK	NBPF14	TMEM165	EIF4G1	HIPK2	SAT2	UBR4	MYD88	MED13	ADA	ARRB2	CDV3	PLEKHO2	ARPC1A	PPP4C	MYH9	EIF4G2	ATP5MPL	IFIT3	QPCT	SPPL2A	RAB7A	ACTR3	CASP1	KDELR2	CTNNA1	UAP1	MPHOSPH6	CARD19	GPR137B	ROCK1	PPP1R18	TIMM17A	CCNL1	IL1R2	RBM17	MAT2A	ATF3	LAP3	FAM107B	ZNF385A	PLEKHB2	MTCH1	RANBP2	CUX1	TET2	RALA	CHST11	HCLS1	RAB8B	ALOX5AP	MAPRE1	EPAS1	ERBIN	SMCO4	MSN	NABP1	KRAS	RASSF4	PET100	ACSL3	TCIRG1	ATP5MD	MTRNR2L8	CHD1	MARCHF2	OGFR
TRAVAGLINI_LUNG_NONCLASSICAL_MONOCYTE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/TRAVAGLINI_LUNG_NONCLASSICAL_MONOCYTE_CELL	CSF1R	TCF7L2	MS4A7	SERPINA1	IFITM3	WARS1	HK3	SLC7A7	LRRC25	MAFB	HES4	RNF144B	CD86	PIK3AP1	CST3	SIGLEC10	RHOB	FCGR3A	PECAM1	KLF4	SLC24A4	HCK	CLEC7A	LYN	ZNF703	TBC1D8	GPBAR1	HMOX1	OAS1	TYMP	CFP	C5AR1	PLXNB2	CYBB	CXCL16	CDH23	BRI3	CTSS	FGD2	MPEG1	PSAP	FCER1G	FTH1	FCN1	UNC93B1	SPI1	RRAS	NAAA	SECTM1	TTYH3	ITGAX	CLEC12A	LYPD2	CPVL	PPP1R17	SCIMP	NPC2	RXRA	PRAM1	ASAH1	FAM110A	CD300LF	NCF2	INSR	PILRA	MYD88	SAT1	FGL2	TIMP1	NAP1L1	CHST15	SLC11A1	FCGRT	IRAK3	DMXL2	COTL1	FGR	ZFAND5	NEURL1	VMO1	LGALS9	CASP1	CKB	LMO2	SLC31A2	MTSS1	ALDH3B1	CD4	CNIH4	FTL	LST1	TBXAS1	NFKBIZ	C9orf72	P2RY13	C1orf162	VMP1	APH1B	KIAA0930	DUSP6	BCL2A1	GNS	RIN1	POU2F2	RHOC	CUX1	NPL	ABI3	TYROBP	MAP3K1	TNFRSF1B	AMPD2	KYNU	ADGRE1	UNC119	CD300C	CD300A	CMTM6	RNPEP	SFMBT2	ZNF385A	GSTP1	SH2D3C	CD300E	EHBP1L1	ADGRE2	THEMIS2	TLR4	C15orf39	TCIRG1	S100A11	LFNG	STXBP2	RGS19	CPPED1	GCH1	SIDT2	SNN	ISG15	TNFSF13B	NAGA	LYST	MYO1G	CEBPB	MARCHF1	RARA	SMCO4	ETS2	HES1	MGAT1	ATG3	NFAM1	INSIG1	SH3BP2	TNFSF10	NBPF14	PTPN6	ATP1A1	DUSP1	LTA4H	PAG1	C19orf38	TSPAN14	BID	SNX18	ATP1B3	AP1S2	LILRA5	PAPSS2	TAGLN	KLF3	PHF19	RGS18	RELT	RNF13	RAB10	UBE2R2	UTRN	ZEB2	HSBP1
FAN_OVARY_CL0_XBP1_SELK_HIGH_STROMAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL0_XBP1_SELK_HIGH_STROMAL_CELL	STAR	DNAJB9	HSPA5	SELENOK	XBP1	MEG3	HERPUD1	INSIG1	ARID5B	PEG10	IQCG	SNHG8	GNL3	PTGES3	ERRFI1	SPTSSA	C11orf96	SDC2	FGF7	STK17A	PTP4A1	CYCS	SLC40A1	IFRD1	HBP1	RBMX	RPL36AL	EIF2S2	EIF1B	ST13	EIF4A2	PNRC2	CEBPB	EIF4E	DDX21	RSL1D1	EPB41L4A-AS1	RPS8	ZFAS1	SELENOS	HSPD1	RPL7	RSL24D1	EIF5	NUPR1	PAPOLA	RPL34	SERP1	HSPH1	RHEB	RPL21	CLEC2B	EIF1	NPM1	UBE2B	RPL3	CNN3	RPL23A	NFE2L2	CHMP4B	CIRBP	CTNNAL1	RPL17	RPL35A	RSRC2	RPL15	HSP90B1	MORF4L2	RPL10	RPS6	HSP90AB1	ATP1A1	VAPA	RPL10A	RPL8	RPL14	RPL24	PNRC1	PFDN5	EEF1D	EIF3E	SNHG7	RPS5	RPS15	RPL6	NEAT1	RPL41	RPL13	RPLP1	RPS18	HES1	RPS13	DNAJB6	SAT1	RPS9	RPL26	RPL32	RPS27A	RPS27	RPS3	PTMA	BTF3	RPS4X	RPL13A	FAU	RPS2	SNHG32	RPL36A	RPL36	RPL18	RPS14	LUM	RPS3A	H2AZ1	RPL31	RPL39	IGFBP5	NACA	RPL12	RPL11	RACK1	RPS24	RPL5	PABPC1	RPL9	RPS19	FHL2	YBX1	RPL38	SRSF10	FBL	CCNG1	RPLP2	DCN	TMED2	ATP1B1	SAR1A	RPL18A	RPL30	RPS12	HSPA9	MAPRE1	RPS23
FAN_OVARY_CL1_GPRC5A_TNFRS12A_HIGH_SELECTABLE_FOLLICLE_STROMAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL1_GPRC5A_TNFRS12A_HIGH_SELECTABLE_FOLLICLE_STROMAL_CELL	TCF21	TNFRSF12A	DCN	GPRC5A	IQCG	ARID5B	SLC3A2	ERRFI1	C1R	CFD	C7	C1S	FGF7	RTN4	LUM	UAP1	GLIS3	DIRAS3	LMNA	KRT19	DNAJA1	MYC	EIF4A3	GLRX	CFH	SPSB1	STK17A	VIM	SERPINF1	CD63	MORF4L2	SERPING1	AKAP12	ATF4	HNRNPH3	HSP90AA1	MAP1LC3B	COL6A2	RAB7A	FILIP1L	NCL	HSPA8	MEG3	EIF4E	EIF1B	HNRNPA2B1	AMD1	MLF1	SGK1	EIF4A1	ELOC	TIMP1	ATP1B1	TSPAN5	MARCHF3	MAFF	DDX21	NOP16	HSPA9	UBE2D1	HSPD1	HSP90AB1	MAT2A	RHOBTB3	NOLC1	FGFR1	GNL3	LRRC59	TSPYL1	CLTB	WDR43	DSE	PNO1	CRY1	EMP1	MRPL32	EMP2	MFAP4	GPC3	PLTP	LGALS3	STIP1	BAG3	EEF2	TENT5A	KPNA2	PDLIM3	CYTOR	SFPQ	RRS1	KLF4	AEBP1	TUBA1C	CCDC80	PNRC1	NPM1	RPL7A	SNRPB	ILF2	DUSP14	NBL1	SERBP1	CTSL	EPS8	NOP56	HNRNPA0	DDX5	GADD45A	CPE	MRTO4	STAR	CTNNAL1	TCP1	NUDT4	CCT2	IGFBP5	MRFAP1	SERTAD1	PRNP	ACTG1	TNFRSF1A	PLOD2	RAN	HNRNPF	GPATCH4	CCT5	CCDC47	MAP1B	LDHA	UBAP1	H2AZ1	UBC	NXT1	ENO1	PSMG1	CYCS	CHMP4B	PHLDA1	HNRNPA1	EIF3A	RPL5	BTG3	SLC1A5	YBX1	SNHG15	HNRNPU	GLA	CCT6A	GTPBP4	CNN3	ARF4	EEF1A1	WDR74	SGCE	MMP2	CSNK1A1	CHD1	TOMM40	CAVIN1	ETF1	TUBB4B	UGDH	LTBP4	NOP53	OGN	IARS1	RSL1D1	TBC1D15	OAT	HSPE1	DIMT1	PA2G4	CACYBP	RNF149	EIF1AX	NME1	COL1A1	PAWR	RARRES2	TCEAL1	IMPDH2	PLSCR1	RPSA	KDM6B	RPL9	UBB	CHMP2B	FKBP4	TUBB6	MAP2K3	UBE2D3	RBM25	HNRNPA3	ANKRD28	GCLM	MYADM	ATP1A1	ST13	NACA	CNBP	YTHDF2	HNRNPAB	PRDX1	DEGS1	CALD1	KIF5B	CAV1	BRIX1	EIF3I	IFI16	BZW1	AXL	DNAJC2	MAP4K5	COL1A2	PEA15	CCNI	RPL4	TMEM176B	CCT3	TOP1	RACK1	LRRFIP2	UBA2	RPLP0	DCAF13	TRMT10C	SPART	TPT1	GEM	ANXA5	RPL18	FHL2	EIF5	RHEB	SNHG32	VAPA	NAA50	DNAJB6	APP	OSER1	PSMC4	BAG2	SBDS	AK6	TFAM	LHFPL6	G3BP1	SDC2	STAT3	PNPLA8	ATG101	GSTM3	C11orf96	TXNL1	MTDH	HSPH1	C1QBP	COL6A1	FUBP1	SAP18	UBL3	H2AX	NAA15	DNAJA2	XBP1	RNPS1	ZNF207	PSMD12	NASP	PPIL4	FUNDC2	LAMA4	RPL8	EIF3J	EFEMP1	EIF5B	RBBP6	NGDN	BST2	RPL7L1	RNF139	ATF1	GSPT1	GRPEL1	SRRM2	SPTSSA	PPP4R2	STRAP	MTHFD2	NAP1L1	EIF4G2	RPL10	MAPRE1	LUZP1	UTP11	PNRC2	WDR1	RPS5	SQSTM1	GSN	TMEM87A	EWSR1	TXNRD1	COLEC11	SSB	XRCC6	LITAF	CEBPZ	TUBA1A	PALLD	UBE2N	CAMLG	RPL14	JMJD1C	PEG10	FGD4	PPP2CA	YWHAG	RB1CC1	QSOX1	AHSA1	TMED5	TMEM70	SLC38A2	RPL13A	MARCHF5	CD55	GOLGA4	NIFK	EIF3H	HNRNPK	COPS3	DHX9	SF1	HNRNPDL	TARDBP	RPS9	SRP19	SMARCA5	PABPC1	WTAP	UBE2A	ATP6V0D1	YBX3	COL18A1	HNRNPM	CTSF	PPP2CB	GNL1	TMEM165	FBL	PPP1R15A	SYNCRIP	NXF1	RPL10A	PRPF38B	MGAT1	PPP2R2A	SARS1	SELENOM	RPL24	RBM7	HNRNPC	SAFB2	AKIRIN1	EIF4H	COQ10B	DHX15	EIF3E	NAA20	CAV2	RNF10	HNRNPH1	DKC1	SNU13	TRIR	SAFB	CCT4	NFIA
FAN_OVARY_CL2_PUTATIVE_EARLY_ATRETIC_FOLLICLE_THECAL_CELL_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL2_PUTATIVE_EARLY_ATRETIC_FOLLICLE_THECAL_CELL_1	TCEAL4	IGFBP5	OGN	HSPA1B	JUN	LUM	FOS	DCN	EGR1	LGALS1	RARRES2	CALD1	C1S	TIMP2	COL1A2	APOE	DDIT4	PDK4	MFAP4	SELENOP	JUNB	SERPINF1	SERPING1	COL6A1	HMGN3	GSTM3	COX6C	COL1A1	CYB5A	ZFP36L1	C7	S100A6	ITM2B	CEBPD	BST2	C1R	SELENOM	HES1	ZFP36	FOSB	RPL31	HMGN2	C12orf57	NBL1	SEPTIN7	H3-3B	RPL36	RPL12	COL6A2	SNHG32	TOMM7	RPL36A	COMMD6	NUCKS1	DUSP1	N4BP2L2	RPL34	RPL41	NBEAL1	OST4	ST13	RPL38	TMEM258	ID2	PEBP1	SNRPD2	RPS27	MDK	RPL26	CIRBP	RPL30	RPL35A	TCEAL9	RPL23A	RPS15A	UQCRB	IFITM3	RPS23	RPL17	RPL7	RPS18	TPM2	RPL24	RPLP1	RPS8	RPL32	PFDN5	RPL39	BEX3	RPS13	TMA7	RPL37	LAPTM4A	RPS24	RPS15	RPL21	RPL11	RPS20
FAN_OVARY_CL3_MATURE_CUMULUS_GRANULOSA_CELL_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL3_MATURE_CUMULUS_GRANULOSA_CELL_1	IGFBP2	HTRA1	VCAN	SERPINE2	GSTA1	RBP1	BAMBI	GPX3	SPRR2F	AMH	TSPAN6	TM7SF2	NDP	GRIK1	NUP214	PRKAR2B	MAGED2	FST	MDK	HS6ST1	TMSB10	CDH2	DSP	SPINT2	HSD17B1	AVPI1	BEX1	MT-CO2	SOX4	GREB1	MT-ND4	GSTA4	PRR15	SELENOP	S100B	PLP1	VIT	CCND2	PLAAT3	EML5	XIST	DAG1	LMBR1L	GRB14	YAP1	GJA1	ENAH	H1-0	HS3ST1	HUWE1	DAPL1	ACSM3	SEMA6D	FAM78A	DPYSL3	MT-ND3	THBS1	LY6E	MT-CO3	SMS	LAPTM4B	GTF2I	MT-CO1	ID3	MT-CYB	MEX3B	TNNI3	IVNS1ABP	NDFIP1	MARCKS	PLA2G12A	MT-ATP6	ACSL4	GASK1B	KIDINS220	MT-ND4L	SYNE2	USO1	TMEM97	ELK1	MFAP2	MT-ND2	SFRP4	APOA1	OSBPL1A	CD99	INSR	LCMT1	HSPG2	BEX3	WASF1	SCD	SLC5A3	FSCN1	STMN1	IFI27	BMPR2	FLNA	MSI2	IRF4	GATM	ATP5IF1	FKBP9	ABCA8	TSPAN7	OCIAD2	SOWAHC	MAOB	PABPN1	MT-ND5	MAP4K4	DMAC1	MT-ND1	SIGLEC11	RPS25	TSHZ2	TBC1D4	H3-3A	SLC16A1	EPDR1	CKB	IDH1	VPS35	ZNF428	ITGB1	DDX17	CMTM6	PTTG1IP	KCNQ1OT1	TRAPPC4	TMEM123	TCEA3	PHF6	DPP7	WIPF3	DST	CFI	TTC3	ACTG1	HOPX	MALAT1	NSG1	MGST3	LPP	C4orf48	PPP1R12B	IFI35	ATP5MC2	COL4A2	PEG3	RHOB	PPHLN1	AKAP9	EIF4G1	SEC31A	FAM204A	PTRHD1	GSTP1	FHL2	MYH9	ANXA6	PPFIBP1	PPP1R14A	MARCKSL1	PCBP2	UQCRQ	PRDX2	LGALS3BP	PRDX3	EPHX1	HMGN1	GABPB1-AS1	MZT2B	ABLIM1	GTF2H5	STMP1	PET100	KTN1	COX5B	ZFP36L2	PLD3	PRSS23	TMSB4X	CD47	DAAM1	LSM7	NKTR	ST3GAL4	ATP5ME	TMEM98	COL4A1	CLDN11	NDUFS5	PHPT1	LSM5	NDUFB7	CLNS1A	NME4	CLIC1	CST3	PLEKHJ1	NEDD8	MYL6	ATP5PF	PPDPF	BAX	COX6B1	HACD3	ATRX	CBX3	RCN2	COX7C	MPST	NDUFA13	CNOT7	NDUFS4	NDUFC2	ATP5MF	UQCR10	HSBP1	IGFBP7	MRPS21	TUBB	HNRNPD	C9orf16	CAMTA1	RPAIN	RNF7	PRDX4	SRI	LUC7L3	HDAC2	ARPC2	DDAH2	DBI	UQCR11	NONO	SRP9	ATP5MPL	SELENOH	SNRPN	POLR2I	NDUFB5	SNRPD2	HIGD2A	TMEM258	BEX4	BTF3L4	ELOB	TIMM13	TBCA	HIF1A	DONSON	NDUFA3
FAN_OVARY_CL4_T_LYMPHOCYTE_NK_CELL_1	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL4_T_LYMPHOCYTE_NK_CELL_1	CCL5	GNLY	NKG7	GZMB	TUBA4A	CST7	SRGN	IL32	CXCR4	KLRD1	ARHGDIB	CD7	GZMA	DUSP2	HLA-C	HLA-A	PRF1	CTSW	HLA-B	GZMH	PTPRC	CD3D	CREM	TRBC1	CORO1A	CRIP1	BIRC3	CD53	S100A4	CYBA	HCST	CD52	CD2	OASL	CLEC2D	ANXA1	TRBC2	ALOX5AP	KLRB1	CCL4	IL2RG	ADGRE5	EZR	TGFB1	TRAC	GZMM	GZMK	SH3BGRL3	TRGC2	B2M	CHST12	LITAF	CD44	RGCC	APOBEC3G	CD247	LSP1	AKNA	LAPTM5	CD69	ATP1B3	LIMD2	C12orf75	SAMSN1	DOK2	CD3E	ISG20	SH2D2A	WIPF1	CYTIP	GNG2	LCP1	ITGB2	FYN	TAGLN2	CDC42SE2	LDHA	RUNX3	SPOCK2	ISG15	PSMB9	PPP2R5C	CDC42SE1	S1PR4	CD37	PGK1	PLAAT4	SARAF	PIK3R1	BTG1	TNFRSF1B	APMAP	TSC22D3	SRSF2	LEPROTL1	STK4	TUBB4B	HSPA8	GAPDH	PFN1	EMP3	CALM1	FXYD5	FAM177A1	COTL1	MSN	LRRFIP1	S100A11	TAP1	AKAP13	HLA-E	FNBP1	OAZ1	ARL6IP5	YPEL5	HOPX	C9orf78	IFITM2	ARPC2	PPP1CA	ANXA11	UBB	GIMAP7	JAK1	JPT1	CIB1	CAP1	TPM3	PLP2	SURF4	BUB3	CDC37	IRF1	SYAP1	TMEM50A	KMT2E	IFITM1	RAP1B	ARPC1B	H2AZ2	MCL1	TMSB4X	GUK1	ARF6	HLA-DQB1	CFL1	ARID5A	SUB1	CALR	PKM	PRR13	YWHAZ	ARPC3	ARHGDIA	MRPS6	ENSA	TCF25	ELF1	BZW1	JTB	ID2	RAB5IF	YWHAB	SELENOT	PSMA7	S100A10	NAA50	CAPZA1	DAZAP2	GSPT1	ATP6V0E1	PSME2	UBE2A	ITM2A	TERF2IP	SUPT4H1	SSR4	FLNA	S100A6	SRSF7	HSP90AA1	DDX24	FTH1	HMGB2	ATP5F1E	COX6A1	ZFP36L2	PGAM1	PABPC1	PSME1	ADRM1	RPL28	POLR2L	FGFR1OP2	ISCU	PRRC2C	PAIP2	SOD1	AURKAIP1	PDCD4	PPP4C	MYL6	KLF6	RPS26	TRAM1	CDC42	EIF5A	SF3B2	ARID4B	NDUFB8	RHOA	PRPF38B	CHCHD2	RABAC1	SLC3A2	UBC	RAB5C	DBI	NOP10	ATP5F1B	PTMA	IDI1	TUBA1B	ENO1	NDUFA6	EIF1	CLIC1	HLA-DRB1	DDIT4	RPS29	RBM8A	TRIR	SNU13	SNRPB	UBA52	MANF	HINT1	HSPA1A	DYNLL1	RAN	HLA-DPB1	UBE2D3	TMA7	ZFP36	TMBIM6	TUBA1A
FAN_OVARY_CL5_HEALTHY_SELECTABLE_FOLLICLE_THECAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL5_HEALTHY_SELECTABLE_FOLLICLE_THECAL_CELL	COL3A1	APOD	MEST	COL1A2	COL1A1	APOE	WFDC1	COLEC11	COL6A1	SPARC	APOC1	CCN1	BGN	ENC1	MATN2	PCOLCE	CYTOR	COL15A1	MIR4435-2HG	COL6A3	COL6A2	TCIM	NBEAL1	NCALD	LANCL2	CLEC11A	IRF8	FRZB	FSTL1	SERPINH1	ZFAND2A	DNAJA1	DNAJB4	PTCH1	SPON2	CACYBP	SNHG25	NSG1	COL5A1	F3	VCAM1	IFITM3	SNAI2	IFITM1	HTRA3	NID2	MCL1	CDH11	SUSD3	RASD1	ANGPTL4	UBB	SGK1	FDX1	LAPTM4A	KLF10	HNRNPA1L2	S100A13	FHL1	FKBP10	CLEC2B	LAMA4	EMILIN1	NME2	RND3	PLAGL1	ATP2B1	RNASE1	NID1	HSPE1	MTUS1	LAMB1	CHORDC1	CPXM1	ISOC1	GADD45G	LAMP5	COL18A1	RBBP6	CTSC	SDC2	DSEL	DDX5	KLHDC8A	SEPTIN9	PMP22	CCNL1	RGS2	SPG21	MMP2	BAG3	ARF4	RCN1	MGARP	PPP1CC	PHLDA1	DYNLL1	CFAP20	TMEM45A	NR4A1	VGLL3	GLRX	RPS7	TRA2B	IER2	CKS2	PXDN	TMEM98	SAT2	PDGFRB	UBC	OAF	ANKRD10	ISG15	NR2F2	PLOD1	SULF2	NECTIN2	RCN2	OSTC	TSHZ2	RHOBTB3	C7	LDHB	SNHG19	MRPL18	EXTL2	PTK7	HSPH1	PEG3	LAMC1	CITED2	ADM	PPP3CA	RBM22	EFEMP2	HMGN2	KPNA2	MAGED1	LIMA1	TCP1	C1orf52	HES1	MORN2	H2AC6	DLC1	PLTP	PDGFRA	GBP4	GBP1	GLT8D2	PTMS	PTGER2	AKAP17A	ZNF106	GCSH	NRP1	IP6K2	RRBP1	JUN	TXNL1	P4HB	C4BPB	MPG	TPM4	SLC25A5	PBX1	RWDD4	STAT1	ATP5F1C	PGRMC1	COL4A1	EGR1	WLS	RSRC2	PPP1R12A	C19orf48	RAD23B	PLIN3	CHIC2	NEXN	CPED1	SGCE	MYL12B	RPLP0	LMAN1	ADH5	ALDH1A1	ATRX	EIF3M	TMEM9	CAND1	DNAJB6	PPIC	TPM2	ALDH9A1	TRIP6	SEC63	SERPINF1	COL4A2	TTC3	ECE1	CCN2	CALD1	CALU	ATP5F1A	CTR9	OSR2	APEX1	GLRX5	MIF	TMOD3	HSDL2	ARID4B	KLF4	U2AF1	ARF5	AHSA1	PPIA	ATG101	PFN2	PPP2CB	SCPEP1	OSER1	ARL4D	CLK4	HSPA8	FAM210B	SEPTIN7	ZNF90	NME3	TWSG1	ACADVL	TSPAN5	RPL22L1	MLF2	ZFAND5	FLYWCH2	ARHGAP5	NOLC1	FILIP1L	DARS1	IFI6	RBMS1	TCAF1	ECH1	ARL5B	ATP5MPL	ING1	SLC25A36	NONO	AKIRIN2	MTDH	SLC38A2	ITM2C	CSNK1A1	RPS26	EIF4A3	PRKAR1A	ARF6	CLK1	EEF2	LRRFIP2	PFDN4	ATP6AP2	RAB34	UBXN4	TLE4	SRSF11	MALSU1	TAX1BP3	TPST1	SPTBN1	CTSK	ATP5MC3	NUCKS1	LGALS1	EMP2	MYO6	PLD3	PPP2CA	MMP14	GCLM	GADD45B	TLE1	BOD1	TMEM59	SCD5	MDH2	PTTG1	GRHPR	COX6C	CCT4	JMJD6	ACAA1	GYPC	THAP9-AS1	CCT2	C5orf15	RHBDD2	SRSF6	EPS8	LAMP2	MTX2	PSMA2	STRAP	HNRNPA0	MEG3	NPM3	NOP58	FERMT2	BORCS7	DDIT4	JMJD1C	SDHD	HACD3	CAT	H2AZ1
FAN_OVARY_CL6_PUTATIVE_EARLY_ATRETIC_FOLLICLE_THECAL_CELL_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL6_PUTATIVE_EARLY_ATRETIC_FOLLICLE_THECAL_CELL_2	COL1A1	COL1A2	JUN	FOS	C7	LUM	CXCL12	SERPINF1	COL3A1	C1S	OGN	DCN	EGR1	ID2	C1R	JUNB	HSPA1B	MMP2	OSR2	ZFP36	NBL1	SPARC	CCN1	CFD	CLDN11	HSPA6	COL6A2	TAGLN	MYLK	FOSB	IGF1	OLFML3	DNAJB1	APOE	PMP22	TCEAL4	LHFPL6	SERPING1	ACTA2	DUSP1	GADD45B	IGFBP5	ALDH1A1	MFAP4	CALD1	SPON2	COL6A1	AEBP1	TPM1	LGALS3BP	GPC3	COL6A3	CCDC80	MGP	HES1	FBLN1	PDK4	BGN	TPM2	TIMP1	MXRA8	CFH	GSTM3	QSOX1	MMP23B	PLTP	IGFBP3	PDGFRL	NR4A1	PRELP	CTSF	SFRP4	HSPA1A	SMOC2	TCF21	RNASE4	EMILIN1	TCEAL1	RARRES2	LRRC17	THY1	CCN5	INTS6	ZFP36L1	ALDH7A1	LGALS1	IER2	MYL9	SELENOP	PDGFRA	ITM2B	PLPP3	PSAP	SSPN	NFIA	C20orf27	CTSK	COLEC11	KRT19	TMEM98	NDRG2	ESD	GADD45G	EFEMP2	SNAI2	SGCE	FSTL1	TXNIP	HEXIM1	SLC16A9	PPM1K	RGS2	CLEC11A	CSRP1	CRYAB	LTBP4	EID1	ADH5	TIMP2	GYPC	TMEM176B	MMP14	GSN	SH3BGRL	KLF10	CPXM1	GSTM5	DDIT4	NDN	PLD3	TGFB1I1	FN1	FXYD1	PPP1R15A	PEBP1	BTG2	IGFBP4	SPARCL1	FCGRT	HNMT	TCEAL3	TSPAN4	BNIP3L	TENT5A	GLUL	VIM	KCNQ1OT1	CYBRD1	NR2F2	SCD5	KLF4	RCN1	BST2	SOCS3	MATN2	ATP6AP2	NFIC	APP	SH3BP5	ARL4D	COL18A1	CDH11	RWDD4	SNHG32	ID3	SEPTIN7	VKORC1	CPQ	KDELR1	CELF2	SMARCA2	TMEM59	ADAMTS1	SVIL	ST13	DSTN	LAMP1	P4HB	LEPROT	TAX1BP3	FKBP7	OS9	AKR7A2	ATRAID	ING2	ST3GAL4	PPIC	C12orf57	MYADM	HMGN3	SELENOM	EIF4A2	TMEM230	IFITM3	IFI6	DEPP1	ECHDC2	CTSD	FKBP10	NUCB1	CEBPD	CPE	RAB34	PEG3	PFN2	PALLD	MAOB	IER3	S100A6	SCP2	AP3S1	NENF	ABCA8	ZFYVE21	CIRBP	FAM162A	BDH2	ATF3	NUCKS1	AKAP12	CCNI	TUBA1A	SMIM7	HS3ST1	EEF1A1	BNIP3	PDCD4	NME3	DDAH2	CAPZB	CYB5A	FXYD6	NPC2	TSC22D3	MDK	ENG	PBX1	MPST	SLC40A1	KLHDC8A	ACTR10	RABAC1	LRPAP1	LAPTM4A	ARL1	LGALS3	NUCB2	EPHX1	C4orf3	SELENOW	TPM4	TCEAL8	TALDO1	CLK1	SERPINH1	RHOB	SERPINB6	HMGN2	BSG	FKBP8	CCNL1	RNH1	SMARCA1	ADM	RPLP0	PCMTD1	ALDH9A1	IMPDH2	PGRMC1	MORF4L2	EIF3E	LAMP2	ERGIC2	CUTA	KLHDC2	TMEM50B	ILK	HTRA1	CAVIN1	MPHOSPH8	NFKBIA	TTC3	PDLIM3	NOP53	MBNL2	AK3	HADHB	CYB5R3	PRDX4	GDI2	CALU	REXO2	SYPL1	WASF2	RHOC	IFI27L2	SGK1	MEG3	FBXO21	SAT2
FAN_OVARY_CL7_ANGEIOGENIC_ENDOTHELIAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL7_ANGEIOGENIC_ENDOTHELIAL_CELL	SPARCL1	CLU	ACKR1	SOCS3	EGFL7	VWF	AQP1	CLEC14A	CCL14	A2M	GNG11	CLDN5	ENPP2	LPAR6	LDB2	TXNIP	EMCN	RAMP2	CD74	IFI44L	ID1	HLA-E	TNFSF10	ZFP36	DUSP1	CAVIN2	GIMAP7	ADGRL4	ESAM	ITM2A	BCAM	CD34	PLK2	FOS	RNASE1	PECAM1	DEPP1	CRIP2	MGP	NPDC1	HLA-DRB1	IGFBP7	MGST2	CYYR1	LEPR	CCN2	LIFR	IFITM1	ENG	GIMAP4	ARL4A	DUSP6	PALMD	EFNA1	PCAT19	CALCRL	MYCT1	HLA-C	HLA-DRB5	IFI27	IER2	JUNB	IFITM3	GADD45B	SLC2A3	B2M	PRCP	HSPA2	FKBP1A	CAV1	RAMP3	TGFBR2	TSPAN7	NFIB	FXYD5	HLA-B	GSN	ARHGAP29	GIMAP1	IFITM2	HLA-DMA	TCF4	NOSTRIN	IFI6	EPAS1	ID2	KCTD12	AP1S2	ELK3	EHD4	DIPK2B	DUSP23	MEF2C	VAMP5	IFIT3	CPVL	FOSB	LIMS1	ARRDC3	HLA-DRA	ANGPT2	HLA-DPA1	TIMP3	EMP1	CD151	NNMT	HLA-A	CCDC85B	PSMB9	CD59	HEXIM1	PDLIM1	TFPI	PIM3	BTG2	TSPAN4	IGFBP4	STOM	SPTBN1	SRSF7	TM4SF18	MYL12A	MTUS1	LEPROT	ZFP36L1	LMCD1	KLF4	RDX	SNHG7	PRSS23	TSPO	TM4SF1	ADIRF	CAVIN1	ZFYVE21	PSMB8	SPARC	MX1	TACC1	RAB11A	FCGRT	LAP3	LIMA1	IFNGR1	SH3BP5	S100A16	ARPC1B	ARL2	SELENOW	ARGLU1	ETS2	JUN	RSRP1	CAPZA2	CYB5R3	ANXA2	GRN	MT-ND5	ISG15	CCDC50	DAD1	APP	GUK1	TPM3	CCNL1	SCP2	GSTK1	HSD17B11	PSME1	FN1	RHOC	CHD9	TMEM219	TAGLN2	SYPL1	CALM1	MT2A	CDC37	CPE	SEC62	TRA2B	CAV2	ELF1	IFI16	OCIAD1	HLA-DPB1	RHOB	INTS6	XIST	TSC22D1	EBPL	CHMP5	HSPA1B	KRTCAP2	MT-ND4L	LRRFIP1	NKTR	TMBIM4	TMSB4X	ID3	PTTG1IP	N4BP2L2	NPC2	TMEM59	IL6ST	BST2	SRSF5	FIS1	HLA-DQB1	BCAP31	SAT1	BCLAF1	PSME2	ITM2B	TSC22D3	NDUFB1	WASF2	S100A6	EID1	HES1	PLS3	NDUFC1	UBC	HSPB1	C4orf3	CDKN1A	LY6E	RAB13	YWHAB	MT-ND3	NASP	KMT2E	PPP1R15A	PTMS	DDX3X	S100A10	ISCU	GNG5	SRSF3	RPS28	GABARAPL2	EGR1	SELENOF	HMGN3	S100A13	ARL6IP5	NOP10	HMGB1	ZFP36L2	DAZAP2	SNX3
FAN_OVARY_CL8_MATURE_CUMULUS_GRANULOSA_CELL_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL8_MATURE_CUMULUS_GRANULOSA_CELL_2	AMH	TNNI3	INHBB	ATP5IF1	SERPINE2	PPP1R14A	RBP1	HSD17B1	IFI27	PRKAR2B	SPINT2	APOA1	VCAN	HSPG2	LY6E	CD99	IHH	PSMA3	BEX1	GATM	C4orf48	GSTA1	FDXR	LPL	MAGED2	FST	STMN1	INHA	BEX3	PRSS23	REEP6	MIR202HG	CCND2	TMSB10	SRPX	AVPI1	TCEA3	TSPAN6	PLAAT3	HNRNPA1L2	IDH1	NDFIP1	LMBR1L	UQCRQ	DMAC1	MT1X	CHGB	GSTA4	TRAPPC4	GRIK1	DBI	SLC16A1	SMIM1	MGST3	ANXA6	ELOB	NDP	NR5A2	UBE2C	IGFBP2	MICOS10	CKAP2	LAPTM4B	PHPT1	DAG1	TM7SF2	NDUFB9	S100B	MIF	MZT2B	PLA2G12A	RANBP1	ATP5ME	COX5B	GSTP1	LSM5	TBCA	H4C3	CKB	NDUFA7	CDH2	TMEM97	GTF2H5	EMX2	MT1F	MACROH2A2	CTSV	DNPH1	UQCR10	CLIC1	HUWE1	LGALS3BP	ELK1	S100A10	PRDX3	HMGB2	TMEM14A	SRSF9	ATP5MC2	NDUFA3	CDH3	ATP5MF	ZNF358	PTRHD1	MDK	RPS25	MT-ND4L	APOBEC3C	MGARP	CBX3	LSM7	H1-0	PHF6	BEX5	ITGB1	NDUFS5	HDHD3	EPDR1	TSPAN7	PRR15	ST6GAL2	UQCR11	SCD	SYNE2	PHEX	SEM1	PRDX2	DSP	NDUFB7	GREM1	RIMS4	ARPC2	HS6ST1	ATP5MPL	TMSB4X	NME4	IRF4	MT-CO2	NDUFS8	BANF1	BAMBI	MFAP2	HIF1A	CAMTA1	S100A16	GRB14	MEX3B	CHCHD10	HOPX	ARF5	ST3GAL4	UQCC2	MYO1B	TMEM258	SIGLEC11	NME2	COX7C	PCBP2	MRPL23	CRHBP	PPARG	HS3ST1	COX8A	NEDD8	PPP1R13L	ME2	PGM1	DUSP23	BCAT1	ATP5PF	SRI	DYNLT1	EPHX1	ATP5MD	SOWAHC	NDUFA1	RALB	UBL5	EPB41L2	ARL2BP	VPS35	TCEAL2	ERG28	ATP5MC3	MYO10	WIPF3	MT-CO1	OSGIN2	AP1S1	MT-ND3	NSG1	SRP9	COX7A2	HMGB3	UROS	CALM3	LSM4	ABRACL	TIMM8B	MSRB2	ZNF428	COL4A2	TUBA1B	PDGFC	CKS2	MT-ND4	IFI35	MT-CO3	NDUFA13	STMN3	TIMM13	USP48	PSMA4	GATA4	HINT1	HSBP1	NDUFC1	MRPL16	CLNS1A	RNASEH2C	SPRR2F	CSGALNACT1	PLEKHJ1	SFRP4	FOXL2	CCDC167	AP2S1	SMS	TMEM106C	PRRT1	PFN1	COA3	PLP1	HMGB1	ECH1	CCDC69	GJA1	IFI27L1	VDAC1	NDUFB3	CD47	PRDX5	YAP1	EIF4EBP1	ATP5MC1	SLIRP	NDUFS4	FAM78A	ACTB	PPP1R12B	SNRPE	TMEM120A	SEMA7A	OCIAD2	VEGFA	RCN2	PET100	NAA38	CMTM3	CMTM8	NDUFC2	CHL1	TXNDC17	DYNLL1	NDUFAB1	ACSL4	NDUFA4	FHL2	NDUFA11	GSS	PRDX4	COPS9	NBEAL1	ROMO1	ADCK2	TRMT112	MRPL51	COX6B1	ENTPD6	ANAPC11	HINT2	RNASE1	SNRPF	ANP32B	SEC61G	H3-3A	SNRPD1	ECHDC3	POLR2I	RPL26L1	FDFT1	NAV2	NDUFB2	GREB1	ATOX1	CMTM6	TP53I3	DPY30	MARCKSL1	COX6A1	TMA7	SMARCB1	ERH	STMP1	CASP6	C7orf50	PPDPF	COMT	MRPL11	TRAPPC6A	USO1	HDDC2	PIN1	GAS6	IFI6	FRMD4B	TUBB	COPZ1	SLC39A8	POLR2L	CFDP1	PRXL2A	KTN1	HIGD2A	TRAPPC1	C19orf48	ARPC5	PABPN1	VPS8	PPIB	COPE	BLOC1S1	TANC2	ALDH18A1	HMGN2	ARHGEF6	MPST	NDUFB8	PSMB6	TBCB	HMGN1	MRPS21	DUT	SNRPD2	CRNDE	NDUFB11	SUSD3	CIAO2B	PPHLN1	GADD45GIP1	SERF2	POLR2G	PARP1	LSM3	SELENOH	EIF1AD	PEG3	APRT	TXNDC12	PDIA4	ARL2	CTNNB1	SEC14L1	SNRPC	LCMT1	MYL6	LAGE3	HDAC2	NDUFS6	PFDN4	LIMS2	RPL35	MRPL52	NDUFB6	ATP5F1C	FSCN1	SQLE	CHCHD6	PSMB5	RPS21	OST4	DTNBP1	ATP5F1A	YIF1B	NDUFB1	DDOST	FUNDC1	SMIM30	LPIN2	GNG5	NUCKS1	DST	MT-ATP6	MPHOSPH6	CENATAC	LSM6	THYN1	CKS1B	RHOB	SSBP1	CCDC90B	NDUFA2	SMAD4	TSTD1	MRPS15	RPL17	ATP5F1E	COX5A	CFI	MZT2A	MEX3C	UBE2E2	MARCKS	GSDMD	POR	BAX	OSTC	RPL27A	DONSON	COMMD4	METTL26	LDHB	EEF1G	MRPL33	RNF19A	MAP3K13	FKBP3	RIN2	NUTF2	SEC31A	ARF3	MGST2	CHID1	WDR18	BEX4	PTS	BTF3L4	RBX1	RPL37A	HS2ST1	PPIF	LAMTOR2	LRAT	NREP	PXMP2	CARHSP1	PEMT	PAFAH1B3	PNKD	MRPL55	RPA3	RPS29	PYCARD	HEY2	RPS27L	MT-CYB	PRMT2	NDUFA12	FBXW5	XPO1	TSHZ2	CHCHD5	ATP5MG	ACIN1	TCEAL8	NDUFAF3	MDH2	HIGD1A	TMEM141	TUBA1A	TMEM123	NME1	CETN3	FMC1	STOML2	SLC25A5	MRPL57	SDHC	LSM2	SUMO2	CNPY3	DAPL1	NDUFB4	NUP214	SPIN1	ANP32A	RNF7	MRPL22	DAD1	VPS29	VDAC3	VAT1	UQCRC1	HNRNPA1	PARK7	MRPS14	SNRNP25	CCDC124	NDUFS7	COMMD1	NIPSNAP2	PSME3IP1	MACROH2A1	PHB	MRPS34	MDH1	MICOS13	TCEAL9	MSH6	NAXE	KNOP1	UBXN8	ATP1B1	TMEM14B	ATP5PO	HTRA1	CALM2	SNRPD3	TIMM17B	ERI3	TMEM134	JPT1	PDHB	SSBP3	HNRNPD	ACADM	TLE5	ERCC1	QDPR	PYCR2	AKR1B1	MRPS26	AURKAIP1	IQGAP1	ETFA	CD320	ATP5F1B	PON2	PDIA6	NDUFB10	HSDL2	SNRPN	COX16	DGCR6L	MSI2	PRKDC	MAP4K4	GTF2I	NHP2	DPYSL3	P3H2	LAPTM4A	TRAPPC2L	SNF8	UQCRFS1	TMEM147	MRPL14	FIBP	DNAJC19	UQCRH	DGUOK	PAM	HPF1	EIF4G1	ACAT2	SNX18	ECHS1	IVNS1ABP	LLPH	THOC7	ARPC3	PGLS	MKRN1	DPM3	FKBP9	TCAF1	H1-10	TMED9	PLIN3	NDUFB5	MT-ND5	PPP1CA	CYP20A1	POLR2F	PSMB3	CBX5	RBIS	POLDIP2	ATRAID	HIKESHI	NIT2	C1QBP	PIN4	BHLHE40	BMPR2	MRPL12	SNAPIN	UBE2V2	PCNA	GTF3C6	OLA1	COL4A1	DYNLRB1	POMP	MYL6B	ACAA2	SEPTIN10	KRT8	SET	ENAH	HSD17B10	ALDOA	POLD2	EEF1E1	MRPL24	PGD	RPS28	TXN2	DECR1	POLR3GL	MRPL41	MRPS33	NDUFAF8	ACTL6A	RPL39	MPC2	TMEM176B	PSMD4	FDPS	CUEDC2	ATXN10	EAPP	LMAN2	SLC25A6	MRPL4	TPRKB	MAGED1	COX17	SMAD3	PYURF	TMED10	RBBP4	ZNHIT1	MRPL3	SUMO3	FEZ2
FAN_OVARY_CL9_PUTATIVE_APOPTOTIC_ENDOTHELIAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL9_PUTATIVE_APOPTOTIC_ENDOTHELIAL_CELL	TM4SF1	CCN2	ANGPT2	NNMT	TM4SF18	SOD2	CLDN5	HMOX1	TNFSF10	CALCRL	FAM241A	ACKR1	GIMAP7	CD59	ARL4A	EMP1	GNG11	TCF4	ZNF385D	PDLIM1	MYCT1	ETS2	PCAT19	CLEC2B	SDCBP	CAV1	SELE	SQSTM1	PLIN2	MGP	ARHGAP29	SOCS2	CLIC2	PIM3	CTHRC1	SPARCL1	ANXA1	CLEC14A	GIMAP6	STOM	IFI16	CLU	IFIT1	PLEKHO1	HMGA1	ADGRL4	MX1	IFIT3	HHEX	ITPRID2	AQP1	CHIC2	VWF	WWTR1	RDX	SOX17	HLA-E	ERG	YPEL2	AP1S2	IGFBP7	GIMAP8	EMCN	A2M	CD55	NEAT1	TMEM70	IFI44L	DAB2	IFI27	TSC22D1	SWAP70	MGST2	HLX	NCOA7	IER3	EHD4	SMAD1	CAV2	MBNL1	LAMA4	BCAM	TUBB6	PRSS23	LPAR6	BACE2	EPAS1	CNKSR3	GBP1	PCDH17	TMEM255B	SAT1	ESAM	ARRDC3	TFPI	EFNA1	SP100	VMP1	PLPP3	LAP3	KLF6	PTPRB	UGCG	ICAM1	LRRC8C	PHACTR2	PNP	NFKBIA	YBX3	GIMAP4	NFIB	LMNA	ABL2	GBP2	B2M	ARID5A	HLA-B	SASH1	ITM2A	CCDC50	PARP14	DEPP1	NCK1	CRIM1	CD74	LIMS1	ELF1	NPDC1	HLA-C	UBC	CDC42EP3	DNAJA1	CHMP4B	NDRG1	MAST4	MT2A	NOP10	TAGLN2	FXYD5	CAPZA2	MSN	CRIP2	LIFR	HLA-DRB1	HLA-A	CYTOR	TXN	IRF1	NANS	S100A16	FKBP1A	MAP1LC3B	HNRNPF	GSN	GNG12	DNAJB4	STING1	CCDC85B	ATP1A1	CDC37	HLA-DRB5	LUZP1	IFNGR1	IRF7	MTUS1	PPP1R15A	ADAR	IFITM3	NUPR1	ELOC	IFI6	PLS3	SLC3A2	ISG15	PICALM	ACTN4	SLC2A3	BAZ1A	PLEKHB2	LDB2	TAP1	SH3BP5	MEF2C	TNFRSF1A	RAB5C	HSPB1	BTG1	UBE2J1	MIR4435-2HG	COX17	CREBRF	MRPL33	NAMPT	CDKN1A	VGLL4	PPP3CA	PLSCR1	ANXA2	GABARAPL2	MTHFD2	BMPR2	RAC1	PSMB8	SPTBN1	CFLAR	SOCS3	SLC25A37	ATF4	EIF2AK2	HLA-DMA	DDX21	HIF1A	NECTIN2	ENG	TUBB4B	SERBP1	RBMS1	ANKRD28	ACTN1	KRT18	TXNRD1	WTAP	PDLIM5	NASP	HSPA2	PRDX1	HSPE1	POLR2L	UBE2D3	DDX39A	MGAT1	GRPEL1	SERTAD1	JAK1	ANKRD12	THBS1	GADD45A	NDUFV2	TGIF1	MT-ND1	CAST	PSME2	CHMP5	FLOT1	SFPQ	DDX3X	GNG5	SINHCAF	FOXP1	RBM8A	SYNE2	IFITM2	TOP1	SPAG9	ARL6IP1	TPM3	ENY2	UBB	NOP16	BAG3	ENO1	SNU13	APP	GPX1	FTL	ARPC5L	SNRPB	NUDC	RAB11A	CEBPD	RAB7A	EIF4A1	TPT1	EIF2S2	CARHSP1	EIF5A	SNX3	SRSF5	PPFIBP1	MT-ND2	NME1	DNAJB6	ARGLU1	MAP2K3	BNIP2	LDHA	ARID4B	LRRFIP1	CTNNA1	MAT2A	ARPC1B	TMEM165	TRIR	ARHGDIA	GNAS	AHSA1	MRPL14	ANKRD11	RCN1	HNRNPM	SAFB2	STAT3	MRPL32	MAFF	INSIG1	CNIH1	TUBA1C	SLIRP	TNFRSF12A	SNHG7	EIF3I	EIF3J	RHOC	UBE2B	CALR	RPL7L1	FCGRT	MAX	CFL1	ATP6V0B	HSPA1A	XRN2	EIF5B	PRRC2C	FKBP4	RSRP1	SSU72	ANXA5	BRD2	EIF2S1	IFITM1	MYL12A	GASK1B	IL6ST	RNPS1	PSMA7	SYNCRIP	SRSF4	ZFAND5	C1QBP	PPA1	DEK	WDR43	TCP1	CSNK1A1	NAPA	YTHDF2	PGK1	HSPD1	SLC38A2	OAZ2	POMP	SPARC	FNIP1	CRBN	PSMD12	G3BP1	MT-ND3	RAB5A	ZNHIT1	SYPL1	TOPORS	LUC7L3	LGALS3	SRSF2
FAN_OVARY_CL10_PUTATIVE_EARLY_ATRESIA_GRANULOSA_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL10_PUTATIVE_EARLY_ATRESIA_GRANULOSA_CELL	GSTA1	RBP1	TNNI3	MAGED2	STMN1	BEX1	ATP5IF1	GATM	TUBA1B	FDXR	PRDX2	BEX3	TRAPPC4	TUBB	ANXA6	RANBP1	CKB	SPRR2F	MRPL16	TCEA3	TMSB10	PLAAT3	PSMA3	LY6E	GRIK1	IFI27	UROS	HSD17B1	HMGB2	GSTP1	GSTA4	DBI	SPINT2	SERPINE2	CBX3	NME4	MARCKSL1	SMS	CLIC1	CD99	PRDX3	ARPC2	APOA1	SRP9	PSMA4	LSM4	LDHB	DYNLT1	LSM5	DUT	ECH1	HMGN2	PHPT1	TMEM97	DMAC1	ACTB	RPS25	SRI	NDP	PSMB5	UQCR10	HMGB1	PIN1	UQCRQ	PLA2G12A	MGARP	TBCB	TMEM14A	ZNF428	LCMT1	DNPH1	NDFIP1	SRSF9	PPP1R14A	TUBA1A	PLEKHJ1	ATP5PF	SMARCB1	MDK	GTF2H5	NDUFA7	HMGN1	CALM2	AMH	ATP5F1A	FHL2	MPST	SDHC	ARPC5	S100A16	TCEAL8	PLIN3	ECHS1	H3-3A	ERH	TMSB4X	IDH1	PPDPF	TSPAN6	COPE	LSM3	HINT1	SNRPC	AP2S1	PARK7	VDAC1	ATP5F1C	MGST3	GPX3	UQCR11	BEX4	PHF6	CALM3	VDAC3	MDH1	ATP5MC2	ELOB	MRPL51	BANF1	PTRHD1	ATP5MF	ATP5MC3	NDUFC2	MICOS10	MACROH2A1	NDUFS8	STOML2	PEBP1	NEDD8	SNRPN	MZT2B	TBCA	SNRPD1	PRSS23	NDUFB7	SLC25A5	FSCN1	TPI1	LSM7	ST3GAL4	TCEAL9	CFL1	PSMC3	COPS6	DDAH2	CLNS1A	S100A10	ATP5ME	POLR2I	NDUFA4	PSMB6	SLC25A6	MDH2	SNRPE	HSBP1	NDUFA12	CAMTA1	PPP1CA	NDUFS4	NDUFB8	CYC1	EAPP	NHP2	ARPC3	CFDP1	COPS9	COX5B	PHB	PKM	PRDX5	SSBP1	NDUFC1	SUMO2	PSMB3	SEM1	SNRPD2	SLIRP	PSMB7	ANAPC11	PPP4C	VPS29	YWHAE	ATP5MPL	PFN1	MYL6	UBL5	BTF3L4	NDUFA3	PSMD4	ID3	NME1	DGUOK	GAPDH	RPS27L	HDAC2	COX7C	ATP5MC1	COX5A	PSMB2	RBX1	ATP5PO	ATP5F1B	APEX1	POLR2F	AP2M1	SNRPF	SRP14	MRPS21	MEAF6	SNRPG	SOX4	PYURF	COX8A	PRMT2	TIMM13	NDUFB2	NDUFB11	SELENOH	HIGD2A	GADD45GIP1	ALDOA	CWC15	AURKAIP1	MYL12B	DDX24	NDUFA13	NDUFAB1	CIAO2B	SF3B6	APRT	PSMC1	TRMT112	COX6B1	ATP5F1E	NDUFA11	NDUFV2	NDUFS6	DYNLL1	RAN	MZT2A	H2AZ1	POMP	PSMA7	TMA7	GABARAP	NDUFA2	ATP5MD	COX7A2	ROMO1	OST4	SERF2	PDCD5	TMEM258	GNG5	MORF4L1	NDUFB4	EIF3L	NDUFA1	POLR2L	NDUFS5	SKP1	ATP5MG	EEF1G	RPS17	ACTG1	HNRNPA1	RPL35	CSTB	PTMA	RPS14	RPL36A	RPL3	RPS19	COX4I1
FAN_OVARY_CL11_MURAL_GRANULOSA_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL11_MURAL_GRANULOSA_CELL	HSPA6	DSP	LRAT	ACSM3	KRT8	KRT18	PPP1R12B	CITED2	GJA1	GSTA1	AMH	SOWAHC	HIF1A	LCMT1	HSPA1A	HSPA1B	HSPH1	TCAF1	KLF6	P3H2	PTGER2	IGF2BP2	MAGED2	NECTIN2	PLAAT3	UBE2D1	SERPINE2	HSD17B1	GSTA4	PMAIP1	SNAPC1	MARCKS	CHORDC1	DNAJB1	IRS1	LIPH	RBP1	SPINT2	PLAT	LAPTM4B	HSP90AA1	MYO10	FSCN1	GNAI1	SFRP4	NUP214	PDLIM5	TSPAN6	ZFAND2A	UBXN8	RANGAP1	MYL12A	HSPD1	MRPL18	LMBR1L	FGD4	SOX4	AFF4	HSPE1	ENC1	LEPROTL1	TES	BAG3	F3	EPDR1	GPX3	TM7SF2	DNAJA1	LGR4	CSPP1	EXT1	AKIRIN1	SPRR2F	TEAD1	PRDM1	SQLE	STK17B	TMEM97	JPT1	ZFAND5	VMP1	SARAF	CDH2	HMGCS1	CCND2	HEY2	CTNNAL1	CD55	TCEAL9	TCP1	ACSL4	DSE	NDFIP1	SFPQ	PRKAR2B	CRHBP	ARHGAP18	GRB14	DNAJB4	TXNRD1	G0S2	TCEA3	HMGCR	IGF1R	GRIK1	HSPA4	CENATAC	NR5A2	SLC25A3	LRRC8C	AHSA1	EPS8	IVNS1ABP	DST	KDM5A	TNNI3	CKS2	MT-ND2	RHOBTB3	GASK1B	EIF5	SLC16A1	AMOTL2	CACYBP	HUWE1	DNAJB6	VIM	SLC5A3	DNAJA4	YPEL2	BMPR2	RHOB	THBS1	CKB	CHIC2	ELK1	TXN2	SLC46A3	VCAN	RDX	CCN1	PHEX	PTTG1IP	MAP1LC3A	CDK6	CD47	NOP58	RNF19A	IRS2	BCAT1	GMNN	PARP11	PGM1	SMAD3	COL4A1	S100B	SMS	BEX1	AVPI1	RAB31	TAF1D	CMTM8	JMJD6	WIPF3	TBC1D4	HOPX	CCT2	USO1	PPARG	GREB1	CRNDE	TJP1	MGARP	CHSY1	FILIP1L	ITGAV	ZBTB10	MT-ND1	PPA1	DIPK2A	VAPA	ARIH1	HOMER1	BAMBI	VDAC2	FDFT1	RASL11B	PPHLN1	SERPINH1	GATM	ITSN1	YAP1	NEXN	FNDC3B	WWC2	PRAME	DAAM1	PPP1R13L	MTMR2	MYL12B	SRPX	RBM22	PNN	AKAP9	ETF1	ACTG1	TMEM41A	RPS25	ST3GAL4	EML5	CCT4	EZH2	SEPTIN10	FHL2	ARL5B	KIF5B	TOR1AIP2	LIMS1	ENAH	SLCO3A1	MIR22HG	TAX1BP1	SCD	TSHZ2	RAB5A	STIP1	RAB2A	BUD31	MDK	SYNE2	DSEL	PTP4A1	RTN4	PLIN3	OTUD7B	FOSL2	MARCHF5	FAM177A1	FKBP4	MT-ND4	ZNF281	YWHAG	VIT	NFE2L2	KTN1	ATF4	METAP2	HMOX1	SINHCAF	ATXN1	ARF4	MYO6	PHACTR2	SLC25A6	CLK1	DAPL1	PPFIBP1	FST	HK1	TARS1	WASF1	NDP	MCL1	RIOK3	MED13L	SRSF2	FXR1	PDLIM1	POR	BEX2	PHF6	TRIB2	IGFBP2	ATP5MC2	TNIP1	HSP90AB1	LAMC1	MT-CYB	RBBP6	DPYSL3	UBC	SNRPN	RAB5IF	CMTM6	ME2	UBE2H	FOXP1	CEBPD	SIGLEC11	RYBP	TMEM120A	KCNQ1OT1	IL6ST	BEX3	CSRP2	SRSF3	BRD4	H1-0	SELENOP	RPSA	IRF4	CCT6A	HNRNPD	RBMS1	MAP4K4	TLE3	DCUN1D5	TNFRSF12A	MT-CO1	UBE2S	MSI2	IFI27	SLC39A8	C6orf62	MGST3	TMSB10	PIM1	TRIP6	RSRC2	PLOD2	PSMA3	LHFPL2	LY6E	TUBA1A	TIA1	HNRNPA1	MSMO1	FAM204A	TNPO1	TENT5A	SLC25A37	LRRFIP2	SGK1	RHEB	USP22	THAP9-AS1	RAB1A	STRAP	DDX17	PKN2	OCIAD2	CTSC	KIF1B	FDPS	H3-3A	PHLDA1	PPP1R15A	USP48	FDXR	MT-CO3	SEC31A	SNCA	FKBP9	RIMKLB	PAWR	DUSP14	EEF1B2	PRDX1	TSPAN7	MARCHF7	PNRC2	TRMT112	CNN2	ABI2	EBPL	RHBDD2	ITGB1	XIST	C16orf72	DCP1A	CAMTA1	PPP2CA	RGS10	PPP4R2	MAP3K13	BAZ1A	EIF3F	MACF1	ETNK1	CLIC1	ARPC2	MARK3	ELOVL5	ZC3H11A	DCTN6	ATG101	HSDL2	KLHL24	CCN2	CELF1	DNAJC7	GADD45G	SUGT1	MRPL47	HNRNPDL	HS3ST1	NDUFB5	HSPA8	ZNF326	CFI	AZIN1	PLA2G12A	TXNL1	KHDRBS1	ILF3	POMP	YAF2	INSR	PTRHD1	PAFAH1B3	MRPS6	HS6ST1	ANKRD11	HDAC2	KPNB1	GARS1	CD59	SUMO1	WAC	ATF3	EIF3L	TGIF1	CTNNB1	MT-ATP6	CD99	MT-CO2	IFI35	ACIN1	PUM1	TRAPPC4	POLR2J3	PRSS23	RAD23B	SRSF11	ANXA6	LPP	BBX	PGLS	KLHDC8A	DPP7	DDAH2	ING3	CRY1
FAN_OVARY_CL12_T_LYMPHOCYTE_NK_CELL_2	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL12_T_LYMPHOCYTE_NK_CELL_2	IL7R	KLRB1	CXCR4	TRAC	TRBC2	SRGN	PTPRC	LTB	TRBC1	TRAT1	CLEC2D	CD3D	CD2	GPR183	ANXA1	ARHGDIB	SAMSN1	SPOCK2	CYTIP	BIRC3	CREM	CD69	TSC22D3	IL2RG	IL32	RGCC	EVI2B	HLA-B	CD44	DUSP2	SARAF	BTG1	EZR	CD7	CD52	ISG20	CDC42SE2	STK4	HLA-A	CCL5	RORA	FTH1	LEPROTL1	EVI2A	CD53	FXYD5	CRIP1	HLA-C	CD6	CORO1A	LAPTM5	B2M	PPP2R5C	GLIPR1	FYN	CYBA	S100A11	EMP3	ANKRD12	WIPF1	S100A4	SH3BGRL3	ALOX5AP	TNFAIP3	GIMAP7	KLF6	TMSB4X	ELF1	JAK1	MSN	TGFB1	NR3C1	ABRACL	NDUFV2	ITM2A	CST7	PABPC1	TUBA4A	TMEM50A	RHBDD2	FNBP1	PBXIP1	TANK	TAGLN2	RHOG	EML4	ARF6	YWHAH	CLDND1	CIB1	PLIN2	PLP2	ZFP36L2	PPP1R2	TUBB4B	PHLDA1	YPEL5	ARPC1B	H2AZ2	CALM1	ATP1B3	SRSF2	SLC3A2	RPS29	PGK1	LRRFIP1	ISCU	PDCD4	DDIT4	PKM	SELENOT	OAZ1	KMT2E	CAST	OST4	AKAP13	YWHAB	NDUFB8	ARHGDIA	TRAM1	CDC37	TPM3	RPS26	BAZ1A	TSPYL2	S100A6	CDC42	MRPS6	PPP1CB	RPS16	PRRC2C	RAP1B	RPL36AL	POLR2L	ATP5F1E	RPL28	ATP6V0E1	RPS27	SSR4	RPLP2	PSMA7	PAIP2	MALAT1	UBA52	TPT1	UBB	HINT1	PFN1	COX6A1	STK17A	ARPC2	HLA-E	SUB1	UBC	RPS21	RPS10	RPS12	EIF1	RPL27	MYL6	RPLP1
FAN_OVARY_CL13_MONOCYTE_MACROPHAGE	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL13_MONOCYTE_MACROPHAGE	HLA-DRA	LYZ	CXCL8	HLA-DPB1	HLA-DPA1	HLA-DRB1	C15orf48	CD74	HLA-DQB1	HLA-DQA1	TYROBP	CST3	FCER1G	AIF1	CCR7	HLA-DRB5	GPR183	LST1	S100A4	HLA-DMA	SOD2	CTSS	EMP3	SRGN	FABP5	SH3BGRL3	TYMP	SDS	FCN1	CD68	CYBA	MS4A6A	LAPTM5	S100A11	SAT1	FTL	CXCL2	S100A9	SPI1	BCL2A1	FTH1	CSTB	IFI30	C1QA	G0S2	SERPINB9	COTL1	CD52	FCER1A	NINJ1	MNDA	LSP1	CPVL	C1orf162	TIMP1	CLEC10A	OLR1	KYNU	GPX1	PLAUR	MS4A7	PLEK	BID	CD83	MMP9	CD44	SERPINB1	CD48	BASP1	CTSZ	CTSB	CD1C	CXCL16	PPIF	INSIG1	SERPINA1	ARPC1B	HLA-DMB	RGS1	AP1S2	CD86	RNASET2	ITGB2	FCGR2A	S100A6	PFN1	GRN	PHACTR1	RNASE6	GPAT3	CFP	TNFSF13B	GMFG	PSAP	STX11	SAMSN1	PKM	HMOX1	ATP1B3	CAPG	VAMP8	VMO1	ANXA2	CFLAR	HCST	CXCR4	NPC2	GSTO1	ATP6V1F	LCP1	IGSF6	CD14	ANXA5	ASAH1	CARD16	GLIPR1	MGAT1	NFKB1	VSIG4	NFKBIA	PDE4DIP	ADA	GNA15	FNIP2	FGL2	RILPL2	CD37	PLIN2	FXYD5	ATP6V0B	TNFRSF1B	CLEC7A	CD53	CASP1	ANXA1	DOK2	TNFAIP8	ARPC3	TSPO	ATP5F1E	CMTM6	LGALS2	ARL8B	REL	FCGR2B	SERF2	CYTIP	PTPRE	IER3	CSTA	HAVCR2	LPXN	IL4I1	PPT1	LY96	LITAF	RNF130	CEBPB	HLA-C	B2M	ISG20	RGS2	ACTB	HLA-B	NAMPT	PKIB	JAML	TXN	PRR13	WTAP	ATP2B1	PLEKHB2	NEAT1	STK4	LRRFIP1	ARRB2	LGALS3	CLIC2	RALA	ARFGAP3	GRB2	CTSH	BRI3	PSME2	ARHGDIB	EVI2B	HCLS1	BTG1	BLVRB	CORO1A	FGR	PYCARD	TMSB4X	IFNGR2	ALOX5AP	CYRIB	LGALS1	CSF2RA	LY86	CTSD	ARL4C	SQSTM1	ARPC5	UPP1	TAGLN2	RBM47	HMGA1	CYRIA	GPSM3	HSPA1A	CD58	TALDO1	GPR137B	TMEM273	ATF5	TPM3	MAP3K8	SPHK1	CLIC1	ATP6V1B2	LACTB	MAFB	OAZ1	ARL6IP5	CALHM6	FPR3	BLOC1S2	RHOG	ACTR2	LGALS9	SNN	ATP6V0D1	LGMN	RIT1	ATP13A3	JARID2	WAS	AHR	ZEB2	NOP10	S100A10	MACROH2A1	EFHD2	ABRACL	CFL1	CREM	CTSL	GPX4	MFSD1	MPP1	FERMT3	SLC16A3	M6PR	ISG15	SDCBP	WARS1	THEMIS2	AP2S1	HLA-A	GLIPR2	MAP2K3	CKLF	EVI2A	MYO9B	HSPA6	RAP1B	ZNF706	CAPZA1	ATP6V0E1	MAP2K1	COX7B	ACTR3	BLOC1S1	ZFYVE16	TPP1	CDC42EP3	IL10RA	LIMD2	PGK1	GLA	RGS10	ATP6V1H	PTP4A2	SPNS1	TAOK3	RGCC	ACOT9	EHD1	SNAP23	LIMS1	SYNGR2	AKAP13	CRIP1	CYTOR	SNX3	GNG5	MIR22HG	PPP1CA	CAP1	TMEM167A	HSPB1	BAX	BNIP3L	ABL2	DNTTIP2	TXNRD1	NABP1	CD63	ATP5MF	NUMB	MBP	H3-3A	TAPBP	LAMTOR4	POMP	MT-CO2	HEXB	EZR	VASP	RNH1	HES4	YWHAZ	POLR2L	ENO1	MOB1A	CHMP1B	PTPN1	OSBPL8	CDC42SE1	PTPRC	SPAG9	ARPC4	LAP3	PPP1R18	RNF145	CDKN1A	MIR4435-2HG	SPCS3	CDC42	FKBP4	HSPE1	ATOX1	MARCKS	RAB10	PSMB9	GSTK1	LMNA	PPP4C	LAMTOR2	WIPF1	OSTF1	CORO1C	UQCR11	CTSC	GAPDH	SFT2D1	UBE2R2	DBI	CDC37	CHMP4B	BAZ1A	YBX1	TMEM123	IQGAP1	TMEM9B	POLR2E	NCOA4	PIM3	MSN	COPE	TNIP1	ATP6AP2	TANK	YWHAH	GNAI2	PCBP1	DAZAP2	RAB5C	RAB8B	RHOA	STMP1	STX4	ACAA1	PABPC1	HSBP1	GABARAP	ARPC2	TRAPPC1	TPD52L2	ALDH2	PGLS	FLNA	CIB1	ARF6	CNPY3	CHCHD10	HM13	UBA52	ATP5MPL	BZW1	FCGRT	SEC11A	SSR4	CALR	NDUFB1	SEC61B	MRPL18	RAB8A	COX17	GRINA	COX8A	PSMB3	RNF13	LDHA	PET100	FNBP1	NAA50	COX6B1	ATP5MD	ETS2	PEA15	NDUFV2	ELF1	IFNGR1	CACYBP	NAPA	TES	MT-CO1	COX5A	VPS29	DSE	ELOF1	RAP1A	TUBA1C	PRDX1	CASP4	ABI1	ANXA11	HSP90AA1	DDX39A	MTPN	UBE2L3	RNF181	B4GALT1	RAB7A	CFD	ZFAND2A	TUBB4B	NDUFA13	MYL6	AURKAIP1	DPP7	IL2RG	ADRM1	DUSP1	CAPZB	ARHGDIA	RBX1
FAN_OVARY_CL14_MATURE_SMOOTH_MUSCLE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL14_MATURE_SMOOTH_MUSCLE_CELL	RGS5	ACTA2	TAGLN	ADIRF	MYL9	PLN	NDUFA4L2	RERGL	TIMP3	SOD3	TPM2	CD9	CRIP1	MYH11	GADD45B	TINAGL1	MFGE8	PLAC9	LBH	DSTN	FRZB	BCAM	MT1E	MT2A	RGS16	CAVIN3	IGFBP7	NET1	MAP3K7CL	IER2	ISYNA1	TPM1	PTN	CRIP2	S100A4	PTP4A3	TPPP3	DEPP1	SPARCL1	PHLDA2	HIGD1B	CAV1	PGF	CCDC3	CSRP1	MEF2C	LGI4	ZFP36	JUN	CALD1	FOS	LMOD1	BGN	CPE	NOTCH3	OAZ2	CAVIN1	S100A6	MCAM	JUNB	AOC3	SERPINI1	CD151	SORBS2	HEXIM1	TBX2-AS1	NTRK2	SH3BGRL	SEPTIN4	SELENOM	RCAN2	ATF3	MYLK	COX7A1	FXYD1	SELENOW	CRYAB	ARPC1A	IFITM3	ID2	COL18A1	PPP1R12A	HCFC1R1	TGFB1I1	GUCY1A1	MGST3	GSN	RHOB	EFHD1	TSC22D3	PPP1R14A	EGR1	FOSB	IGFBP5	ESAM	MAP1B	PLS3	SEPTIN7	MSRB3	RASD1	MYL6	RERG	HSPA2	HES1	LGALS1	EHD2	KANK2	CYB5R3	SOCS3	HES4	A2M	SPARC	CAV2	MTHFD2	LHFPL6	RASL12	CCN1	PKIG	NDUFA4	CD44	ILK	ACTB	EBF1	PTK2	PDLIM7	CSRP2	MAFB	ASAH1	FXYD6	NDRG2	CBX6	INTS6	GPX3	HSPB1	ROCK1	ZFP36L1	FLNA	MFAP4	PDLIM1	ARPC5	RSU1	NUDT4	COX7A2	MGP	CHCHD10	IFITM2	IER3	TSC22D1	CHURC1	NENF	IFITM1	EPAS1	UBA2	ITGB1	BTG2	EID1	ESD	NME3	MT-ND5	NDUFB7	C4orf3	C12orf57	BRD2	RHOA	PALLD	ACTN1	COX6A1	ISG15	AXL	ANAPC16	CAP1	UGP2	CKB	TSPO	PFN1	PLP2	PLK2	PPDPF	UQCR11	CLIC4	PSME1	NR2F2	ACTN4	FIS1	GEM	RABAC1	COX17	PTMS	NDUFB1	SYPL1	VAMP2	IRF1	TXNIP	CALM2	MYADM	DYNC1I2	ATP5PD	MCRIP1	ARPC1B	HMGN3	NDUFB10	RAB13	TMEM14C	CALM1	COX6C	NDN	PIN1	NDUFA13	MT-ND1	ARID5A	DYNLRB1	ATP5MD	COX8A	PPP1R15A	ATP5ME	ATP5F1D	ELOB	YWHAH	FKBP8	ATP5MC1	KLF10	RNH1	S100A11	RHOC	GSTK1	CD164	MRPL33	CTSD	SDHD	BRK1	GNAS	BSG	DUSP1	NUCKS1	TMEM230	ADI1	MT-ND4L	WDR1	CCNI	COPS6	SRSF7	ECH1	VKORC1	ACADVL	WASF2	EIF5A	DCTN3	ADAMTS1	CYSTM1	NDUFA3	MDH1	LEPROT	SLIRP	AP2M1	NDUFA1	ARL6IP5	PDK4	HSPA1B	ROMO1	DBI	GSTP1	SERPING1	SPCS1	SEPTIN2	CHMP5	UQCRQ	HMGB1	CIRBP	CALM3	TOMM7	ATP5MC3	DNAJB1	PHPT1	APLP2	RSRP1	PARK7	TBCB	CAPZA2	ISCU	NDUFA5	RAB11B	REEP5	ID3	SERF2	PTMA	YWHAQ	DUT	TPM4	HMGN2	ATP6AP2	TUBA1A	UBL5	RAB2A	COX6B1	COX5B	OST4	UBB	RAC1	UQCRB	PEBP1	DYNLL1	ALKBH7	EPS8	MT-ND3	LGALS3BP	TAF7
FAN_OVARY_CL15_SMALL_ANTRAL_FOLLICLE_GRANULOSA_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL15_SMALL_ANTRAL_FOLLICLE_GRANULOSA_CELL	KRT18	CKS2	GATM	KRT8	CHORDC1	CITED2	ZFAND2A	LIPH	EGR4	HSPE1	SNAPC1	DNAJB4	UBXN8	GADD45G	ARL5B	GMNN	HEY2	INHA	HSPA6	TNNI3	ATP5IF1	BAG3	NECTIN2	NOP58	MCL1	PMAIP1	HNRNPA1L2	MGARP	AMH	SRPX	POMP	HIF1A	MYL12B	EIF5	HES1	ARL4D	DNAJA1	JMJD6	HSPH1	AKIRIN1	DNAJB6	KLF10	EMX2	AMOTL2	DUSP14	DSP	MRPL18	LEPROTL1	BEX1	CCNL1	PRDM1	PRKAR2B	DNAJB1	RSRC2	AHSA1	DDX5	ETF1	EGR3	KLF6	MIR202HG	GSTA1	TRA2B	PLAT	SGK1	MYL12A	ARF4	WIPF3	WT1	SPINT2	REEP6	FILIP1L	CAMTA1	RBM22	FDXR	CRNDE	CACYBP	ING1	TAX1BP1	PTGER2	DYNLL1	PPA1	BUD31	RAB5IF	ATF3	ENC1	CSPP1	PPP1R12B	LSR	PLAAT3	TCP1	SERTAD1	SOWAHC	PLIN3	FAM210A	STMN1	RPS26	IVNS1ABP	GNAI1	MIF	TRMT112	MAGED2	C4orf48	FSCN1	ATG101	LAPTM4B	MYO10	PPP2CA	IGF2BP2	ZNF814	TCEA3	CLK1	KPNA2	CKB	PTS	HSPA1B	CTNNAL1	CFAP20	CSRP2	SAT2	ZFAND5	MAFF	SRSF9	METAP2	CCND2	GRIK1	HMGCS1	TNPO3	HNRNPDL	ZNF711	CCN2	CD59	HSPA1A	CTSV	EIF4A1	HSPA8	GADD45A	BANF1	HSPD1	KIAA0895	IP6K2	MTRF1L	DEDD2	RIMKLB	ACTB	RBM8A	AKIRIN2	GJA1	H2AZ1	PTP4A1	ARF5	TXN2	SLC25A5	U2AF1	BEX3	P3H2	TRA2A	DNAJB11	ACSM3	TXNDC17	SRSF3	SNRPG	SUB1	IQCG	NME2	SRSF2	STIP1	CHIC2	CD164	TEAD1	CCT4	SYNE2	ZFAND6	MAOA	MAPRE1	HMGCR	UBE2C	PHLDA1	PHF6	NXF1	ARHGAP18	RCN2	SLC16A1	UBE2D1	NDFIP1	ARPC2	IRS1	FGD4	BCAT1	RAD23B	RAB5A	RHEB	LRAT	SCYL2	HSD17B1	VDAC2	EXT1	CDH3	EIF1AD	LMBR1L	FXR1	H4C3	SMARCA1	SFPQ	TMEM41B	PLA2G12A	CD55	OSGIN2	BZW1	CD47	PNRC2	TCEAL9	RBBP6	PCBP1	IDI1	TBC1D23	G3BP2	WSB1	AFF4	SINHCAF	RIN2	YTHDC1	MLF2	USPL1	ATP1B1	UQCRHL	AMHR2	SERPINE2	SNHG15	DCUN1D5	PIP5K1A	AZIN1	PCBP2	MAP3K13	AJUBA	PPP1R15A	RIOK3	DSEL	C1orf52	YAF2	INHBB	DUOX1	GNAI3	GRB14	IFRD1	BCAR3	MIR22HG	DIPK2A	CSRNP1	RASL11B	NDUFS5	MAGOH	WASF1	PRAME	DPM1	MOAP1	PTTG1	SKIL	JPT1	FHOD3	B3GNT2	GADD45B	ING3	TJP1	EFNB2	FDFT1	YBX3	TXNL1	SLC39A8	ANKH	HSPA14	LAPTM4A	ATF7IP2	MT-CO3	OSER1	HDAC2	NDUFA4	ACIN1	MTRNR2L1	MGST3	CDH2	DCTN6	SPATA5L1	MYO1B	SERTAD3	GOLPH3	CKAP2	PUM1	CHSY1	PNN	EZH2	FNDC3B	LPL	SUMO1	HSPA4	MFAP2	WEE1	YAP1	CMTM8	PPP1R13L	TUFT1	HSP90AA1	THAP9-AS1	NAV2	RPS25	RANBP1	TMEM106C	RNMT	CALM2	ZC3HAV1	TBCA	UBC	CENATAC	CCT6A	CPSF6	ASXL1	USP48	CTNNB1	TMEM97	SCG5	LCMT1	HOMER1	ZBTB10	SEC61G	MYL6	BEX5	USP16	ERG28	CDKN2AIP	ZNF593	ACSL3	ERH	CYCS	IFI27L1	COX7C	UQCRH	LRRC8C	LUC7L3	GATA6	NBEAL1	LATS2	ID4	NRIP1	AKAP9	RANGAP1	NR4A1	PSMA3	TAF1D	PGM1	PPP1R15B	TMEM60	ITGAV	CLIC1	NME4	MAGED1	NFE2L2	SNRPF	SERPINH1	TOR1AIP2	AK6	SDE2	CD83	GATA4	VAPA	MT-ND4L	CCT2	HSP90AB1	USP9X	MIDN	SOX4	STRAP	SLU7	PPP4C	ARL6IP1	RYBP	EZR	KDM5A	MT-CO2	PGM2	FBXO32	PSMA4	SEM1	UBE2N	RBM39	WAC	HIKESHI	ANXA6	RPAIN	RAB2A	TPM3	MRPL47	ATG3	POR	SMNDC1	PFDN4	RBBP7	ISYNA1	TMEM41A	ETNK1	HNRNPA1	GPR89B	G0S2	FRMD4B	COMT	TMEM176B	SCD	RPRD1A	SEC14L1	PDRG1	CDK6	DBI	ARIH1	NCKAP5L	IFNGR2	NDUFS4	MBIP	TWSG1	METTL21A	EIF4G2	CCDC34	TPI1	MTRNR2L12	EWSR1	SARNP	RABGGTB	TXNDC12	HK1	LY6E	MICOS10	TSPAN7	MT-CO1	UBL5	NUFIP2	STK17B	ATP5PF	SNRPN	TXNRD1	HNRNPM	MRPS18C	SQLE	BCL2L12	C16orf72	THUMPD3-AS1	DYNLT2B	LGR4	DNAJA4	PSMD12	PHEX	REV3L	RALB	MARCHF6	NDUFB9	MSH6	MARCHF7	MPC2	NR5A2	TIMM17A	PRMT1	PRDX3	PPM1D	APOA1	TPD52	RPL39	SNRPE	TAB2	ADNP	PDLIM5	CHRM3	UBE2D3	PTRHD1	CFI	MARK3	DAAM1	ATP5MG	ARID4A	SNRPB	RPL17	TMEM126A	RBMS1	GNL1	HSBP1	RPL27A	TUBB2A	IER2	S100A10	G6PD	PSMD14	C6orf62	ITFG1	FUBP3	CYRIB	GHITM	ATP5F1B	TPR	SLC25A3	KTN1	PFN1	BUD23	UQCC2	ACSL4	TARS1	ST3GAL4	HNRNPA2B1	EBPL	CBX3	ID3	CCDC47	MIDEAS	YWHAE	HNRNPH1	PPHLN1	MARCKSL1	RUNX1	SMS	MED6	WASF3	ANKRD10	LUC7L	TSC22D2	PHPT1	DMAC1	CCT5	HUWE1	MOSPD1	F3	TCEAL2	COX7B	COPS5	BAMBI	CHL1	ZCCHC10	TIMM23	KPNA3	HNRNPC	ATP5MPL	RBP1	LSM7	ZNF275	GPAT3	YME1L1	YWHAB	SRI	SARAF	PAIP1	MARCHF5	KHDC4	PPP1R14A	ARPC5	ZC3H15	MYLIP	CBWD2	DYNLT1	ATP5MC2	ARPC5L	MEST	PRR14	PRPF40A	TOB1	DDX52	HSP90B1	RNF19A	MTMR14	TMSB10	PDZRN3	HNRNPK	ACTR3	EML5	VPS29	KLHDC8B	HOPX	SMARCD3	MACROH2A2	EEF1B2	DNPH1	SF3B6	PRPF38B	EPDR1	PABPN1	ACTG1	SEH1L	CTNND1	OLA1	PRDX2	NDUFA7	IST1	SLC25A33	H2AX	NDUFA1	THBS1	SLCO3A1	RBM7	HIGD1A	NET1	ITGA6	ELOB	CNN3	CHTOP	U2SURP	SLC12A2	TMEM14A	NACA2	SRSF10	PSMB7	ARID4B	PPM1B	RPL37A	RBM25	ATP5F1C	SKP1	HSPB11	ME2	UBE2A	LSM5	YWHAH	FUBP1	MED13L	ADIPOR2	HMGB3	TFG	NDUFB6	SRP9	TPRKB	CCN1	RRN3	FKBP3	MAP4K4	SNRPA1	ODR4	TOP1	RHOB	MTCH1	ZNF326	MTMR2	ACP1	MT-ND3	ATP1A1	ACADM	PAFAH1B3	HERC2	FOSL2	KIF1B	PSPC1	PTOV1	ZNF428	UBALD1	RCHY1
FAN_OVARY_CL16_LYMPHATIC_ENDOTHELIAL_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL16_LYMPHATIC_ENDOTHELIAL_CELL	CCL21	FABP4	TFF3	TFPI	CLDN5	MMRN1	TIMP3	FABP5	DONSON	SBDS	CAVIN2	GNG11	ANGPT2	CD9	APOD	ARL4A	EFEMP1	PROX1	EGFL7	FLT4	LAPTM5	IGFBP7	RAMP2	ANXA2	PPFIBP1	NRP2	LOX	PTX3	CRIP2	TIE1	NTS	CD151	HYAL2	ARHGAP29	HLA-E	CD59	WFS1	SMAD1	DUSP6	ADM	ELK3	CDH5	EPSTI1	DEPP1	SCN3B	DUSP1	CCND1	SPTBN1	TGFBR2	PDPN	DIPK2B	KLF6	EFNA1	ABI3BP	TSPAN4	VWF	RAB11A	APP	ADD3	ADCY4	APLP2	MAN1A1	SHC1	EXOC1	PTPRE	RASGRP3	GFUS	C6orf141	CNTNAP3B	DNAJC11	GIMAP7	PPP1R2	PROCR	GYPC	DOCK5	SDF4	FKBP1A	GMFG	ATP5F1E	IL6ST	MGST2	PRSS23	POLR2L	PECAM1	SMTN	S100A10	CYB5R3	NFIB	XIST	GIMAP4	FCGRT	PRXL2A	PRCP	MYL12A	S100A16	BCAP29	GNAS	FDPS	SLC38A1	RSRP1	TMEM50A	MARCKS	ENG	NTAN1	TMEM255B	PIM3	B2M	DAD1	CTHRC1	LIMS1	HLA-B	MYCT1	GUK1	LDB2	TCF4	NR2F2	CLEC14A	CALCRL	KLF4	MTUS1	LEPROT	CTSD	ALDH1A1	DDX17	CFI	TM4SF18	TNFSF10	CLU	OS9	LAMA4	ODF2L	REEP3	IGFBP4	A2M	LRPAP1	CAVIN1	GRN	MFAP2	HLA-C	FOS	MMP2	COMT	TSPAN5	BCAP31	FXYD5	NEAT1	IER2	RHOC	PPIC	UGP2	CCN1	GJA1	REXO2	CEBPD	TMEM123	FOSB	SERPING1	N4BP2L2	MAP1B	AKAP12	JUNB	HSPB1	GADD45B	TUBA1A	TSPO	HLA-A	FXYD6	HEXB	KCTD12	TMEM59	CTSL	ZFYVE21	JUN	SELENOP	SYPL1	TM4SF1	NKTR	DEGS1	NDUFS7	SPSB3	ARL6IP1	ARL2	NUCB1	H1-0	S100A6	STOM	FN1	LAMP1	FSCN1	MT-ND4L	VGLL4	CRBN	YWHAH	CD63	ACTR2	NORAD	CALM1	OCIAD1	HMGN3	REEP5	ATP6AP2	TRAPPC1	KRTCAP2	TMBIM6	LMAN2	MYL12B	ARPC1B	IFITM3	RTN4	SH3BGRL3	TPM3	PFN1	ATRAID	ANXA5	NNMT	LAMP2	PTMS	PSAP	MT-ND5	TXNIP	PET100	KLF10	NPC2	SNX2	NFIA	STMN1	MT-CYB	DDX5	ITM2B	LGALS3	MALAT1	MT-CO1
FAN_OVARY_CL17_PUTATIVE_APOPTOTIC_SMOOTH_MUSCLE_CELL	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL17_PUTATIVE_APOPTOTIC_SMOOTH_MUSCLE_CELL	CRYAB	GJA4	HSPB1	RGS5	PDK4	GEM	HES4	MT1A	TAGLN	MIR4435-2HG	CRISPLD2	ADIRF	CYTOR	ADAMTS4	PTP4A3	TIMP3	AXL	MFGE8	GPX3	PHLDA2	TINAGL1	PDGFRB	HSP90AA1	ZBTB38	SOD3	MYL9	UBA2	PHLDA1	TPM2	FKBP4	MT2A	ZNF331	GLA	ZFHX3	C11orf96	ADAMTS1	MYH11	BCAM	MAP3K7CL	CDKN1A	RASSF1	CREM	VASN	HSPD1	CNN1	CYCS	MTHFD2	TUBA1C	LITAF	CPE	EPAS1	NDUFA4L2	EFHD1	MAP1B	CD9	HSPA1A	LRCH3	GADD45B	LDHA	AKAP12	PLEKHO1	ISYNA1	FRZB	LIMS1	FXYD1	CD44	HSPB8	BAG3	OPA3	OAZ2	IGFBP7	TSC22D1	CTSL	HIPK2	MAP2K3	MRPL18	EDNRA	ATG101	PGF	HSPE1	CCDC3	SQSTM1	OAT	LMNA	PKIG	TUBB4B	RPF2	NR4A3	ARID5B	EIF4A3	CSRP1	PRKAR1A	PTN	TNFRSF12A	NOP16	FGFR1	RRS1	NEAT1	PLEKHA4	NUDT4	STOM	LBH	GABARAPL1	MAT2A	TNFRSF1A	STIP1	SELENOM	KCTD20	AHSA1	CYSTM1	XBP1	CACYBP	ATP1B3	ATF3	IQCG	MRTO4	PNRC1	PEA15	IER3	NDRG2	SERPINH1	H2AZ1	ATF4	HSPA8	H2AJ	BGN	MIR22HG	PNO1	CSRP2	DNAJB9	AKAP13	DDX21	MYLK	CCNI	AOPEP	NUDC	DNAJB1	HSPA2	ETS2	CCT5	HNRNPH1	SLC3A2	NAA50	TSSC4	DSTN	RAN	BAG1	EIF4A1	COQ10B	HNRNPM	MT-ND1	HSP90AB1	ACTA2	MAP1LC3A	SELENOK	COL18A1	FXYD6	MT-ND2	TPM1	STAT3	SELENOS	SRRM2	CAV1	SLC25A5	CALR	GNL2	DNTTIP2	CD59	NR1H2	GNL3	MRPS6	YBX3	TMEM165	COL4A1	UBE2S	TM4SF1	CRY1	NR4A1	KDM6B	TAF7	EMP2	EIF2S1	TCP1	DNAJB6	EIF4E	DUSP14	IFITM3	PITPNB	HNRNPF	PRDX1	MRPL32	CCT6A	ACTN1	ARID5A	CCT3	EEF2	CSRNP1	H3-3B	ISG15	DEGS1	WDR43	UBE2D3	MAFF	HSPA9	SFPQ	CHD1	SOD1	A2M	CLIC4	MSN	SLC25A3	PDLIM5	HNRNPA2B1	PTGES3	EIF5	YBX1	ROCK1	RAD23A	RPL36AL	CALM2	EIF1	ILF2	MALAT1	SBDS	FAU	CALM1	CD151	TUBA1B	MYL6	CD63	LGALS1
FAN_OVARY_CL18_B_LYMPHOCYTE	http://www.gsea-msigdb.org/gsea/msigdb/cards/FAN_OVARY_CL18_B_LYMPHOCYTE	IGKC	JCHAIN	GPR183	PTGDS	CD74	GZMB	HLA-DRA	HLA-DQB1	ALOX5AP	HLA-DRB1	CD83	CCR7	EZR	CTSC	HLA-DQA1	TXN	CYBA	PLEK	IL3RA	CD79A	LAPTM5	IRF8	LTB	PLD4	HLA-DPB1	HLA-DPA1	IRF7	CREM	C12orf75	CTSZ	BID	RNASET2	NR3C1	CD37	TSPAN13	SEC61B	TYROBP	HSPA1A	ITM2C	GNA15	SERPINB9	C12orf45	HLA-DMA	PLAC8	STK4	LDLRAD4	HERPUD1	HLA-DRB5	SRGN	REL	ATP1B3	NINJ1	PLP2	HLA-C	EMP3	LILRB4	HLA-B	MIR155HG	PHACTR1	SIDT1	GPR65	SLC15A4	SELL	THEMIS2	CLIC3	SYNGR2	FTH1	LPXN	MZB1	HSP90B1	CORO1A	BIRC3	DERL3	CXCR4	TRAF4	SH3TC1	HSP90AA1	VAMP8	CLECL1	SLC7A11	FCER1G	LSP1	CTSS	HVCN1	RANBP2	SSR4	MS4A6A	CYB561A3	P2RY6	GRN	LILRA4	RUBCN	GUK1	SLC7A5	MAP1A	HLA-A	NCF1	TYMP	PMAIP1	IL4I1	OPN3	SPIB	DNASE1L3	GPX1	CTSB	HSPA1B	JAML	TGFB1	IRF4	ARL6IP5	PPP1R14B	FYTTD1	GPSM3	SCT	ATF5	CD4	CD68	SH3BP5	IL2RG	FABP5	EGLN3	CD53	PTCRA	SPCS1	GRB2	HES4	LCP1	MYBL2	SQSTM1	NOP58	SMIM14	POLB	TOP1	AKAP13	TNFRSF21	LGMN	RAP1A	CMTM6	UGCG	HLA-DMB	PFN1	FMNL1	DDX24	CNPY3	MAD1L1	CALR	FERMT3	CDC37	SH2B3	M6PR	HSPH1	ARFGAP3	TNIP1	B2M	PTPN1	CCDC50	HSPA8	TCF4	NFKB1	NPC2	RELB	FTL	HCST	BZW1	CHORDC1	TAGLN2	EVI2B	PAG1	ATP5F1E	HCLS1	RHOF	CMTM7	MALT1	CAPG	CYTIP	RGS2	LAGE3	YWHAZ	SPCS3	UCP2	FXYD5	ELOA	HSPE1	SEC61G	RALA	CHCHD2	EIF5A	MOB1A	CD44	GNA13	CLEC2D	PTPN2	ALG2	PKM	CRIP1	ADRM1	SELENOT	MAP2K3	MKNK2	CST3	RILPL2	ZNF706	POLR2J3	PARK7	FKBP4	ANXA11	ELF1	LIMD2	SRSF2	ALG13	MRPL18	ARPC3	NFKB2	HINT1	RRBP1	CORO1C	SEPTIN6	H1-2	TAPBP	G3BP2	CBX6	LITAF	MANF	DBI	PPP1R2	SUB1	CFLAR	RAN	DNAJB11	PMEPA1	TGFBR1	POLE3	USP8	TALDO1	KPNA2	LSM1	SEC11C	BLOC1S2	MBP	SIVA1	NUDC	ELOF1	BAZ1A	CDC42SE2	GNG5	AKIRIN2	ANKRD11	LRRFIP1	EMC3	MRPS6	OFD1	UBA52	RPL27	ATP6V0E1	FKBP2	SPON2	DDX39A	ARPC4	RPS26	B4GALT1	NDUFV2	RPS11	VDAC3	JTB	ERP29	PABPC1	ACTR2	SEC13	SERP1	GTF2B	REPIN1	RHOG	ENSA	SUPT4H1	ARPC5L	TACC1	PPP1CA	CAPZA1	DNAJA1	PTP4A2	ATP6V0B	RBX1	ARPC1B	TMEM248	GRSF1	TRIB1	RPN2	PAK1	ARHGDIB	P4HB	RPL28	RBM3	MOB4	ANKRD12	YTHDF2	TUBB4B	SAR1B	ARHGDIA	SNRPG	ATP6V1B2	CACYBP	SRSF3	NAA50	TUBB6	CYRIB	RAB8A	RNF149	PHF20L1	IDS	SEC61A1	CCDC12	SMC4	VCP	ANP32A	CHCHD10	TOX4	LLPH	COX6A1	KMT2E	EEF1B2	YPEL5	ISG20	RBM5	GTF3A	TRA2B	COX5A	ARID5A	TOMM20	TPM3	TXNL4A	EIF6	GABARAPL2	PRDX1	IK	SARAF	MTDH	ARF6	APRT	MGAT2	PSMA5	SH3BGRL3	RPS10	SRSF7	SAT1	CMSS1	UBE2A	TUBA4A	MRPL47	CAP1	PPM1G	TMEM243	DDB1	HSPD1	RPL37	TXNRD1	UBE2L3	ARPC2	ZC3HAV1	FAU	COPE	CDK2AP2	RAB5C	TES	COX4I1	PSMC2	RPS12	ISCA1	DLD	RPS29	PSMB3	SSR3	DEDD2	SF1	TM9SF2	PGK1	HEXB	SUPT5H	PPP1CB	DHRS7	RPS28	TPT1	RBM42	RNF130	SELENOS	NOP10	PSENEN	NOP56	COPB1	PAXX	BRD4	HM13	TCF25	ALKBH5	ACTN4	GGA2	CD2BP2	RNF145	ATP6V0D1	ASF1A	N4BP2L1	DDX5	PRR13	GOLT1B	AP3S1	H2AZ2	RPLP2	GLIPR1	UQCR11	IFNGR1	HSPA4	PSMB4	RTF2	SLC3A2	AKIRIN1	RHOA	SNF8	PSMD14	ETF1	ACSL3	DDX21	PIM3	ISCU
RUBENSTEIN_SKELETAL_MUSCLE_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/RUBENSTEIN_SKELETAL_MUSCLE_ENDOTHELIAL_CELLS	FABP4	IFI27	CD74	RNASE1	B2M	GNG11	A2M	VWF	FABP5	CAV1	TM4SF1	RGCC	TMSB10	CD36	HLA-B	AQP1	BTNL9	HLA-DRB1	CLDN5	TMEM88	HLA-DRA	ITGA6	EGFL7	BST2	ADGRF5	ITGA1	SLC9A3R2	HLA-E	RAMP2	EMCN	PALMD	FLT1	IGF2	PODXL	CDH5	ABLIM3	GIMAP7	KIF25	ANXA3	WARS1	HLA-C	PTPRB	CA4	ID1	SLC14A1	CD93	F8	LAP3	MEF2C	FMO2	TCF4	TMSB4X	HLA-A	AFDN	SEC14L1	CAV2	TNFSF10	MGLL	HLA-DPA1	ICAM2	EPAS1	MYCT1	LPAR6	CLEC14A	ESAM	TM4SF18	ADGRL4	IGFBP4	ENG	HLA-DMA	CD34	STOM	SPARCL1	NRP1	MMRN2	ARHGAP29	PLS3	NEAT1	ID3	PHACTR2	IFITM3	UACA	TXNIP	FOXN3	MYL12A	HLA-DPB1	CD59	ITM2A	LGALS3	CAVIN2	SRGN	FKBP1A	CAVIN1	GIMAP4	COL4A1	VAMP5	ISG15	CALM1	HSPG2	SPTBN1	S100A16	MGST2	C1orf54	KLF2	SYNE2	GNAI2	ARL6IP1	POMP	CCDC85B	LY6E	MYH9	ETS1	PDLIM1	SOX4	CRIP2	ATP5PF	COL4A2	TIMP3	RDX	TACC1	DDX17	KLF6	PPIC	RHOC	MYL12B	MYL6	IL32	HSPB1	SEC62	WSB1	POLR2L	DPYSL2	ARGLU1	NKTR	AHNAK	IFITM2	HMGB1
RUBENSTEIN_SKELETAL_MUSCLE_PERICYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/RUBENSTEIN_SKELETAL_MUSCLE_PERICYTES	RGS5	NDUFA4L2	HIGD1B	ABCC9	NOTCH3	COX4I2	ASPN	KCNJ8	PDGFRB	MFGE8	STEAP4	CPE	MYO1B	TNFRSF21	CPM	EPS8	IGFBP7	TESC	MYL9	ACTA2	FAM162B	NR2F2	SPARC	ITM2C	CYGB	PPP1R14A	CALD1	GJA4	EGFLAM	CALM2	C20orf27	ARHGDIB	ASAH1	THBS4	MCAM	FRMD3	ITGB1	ADIRF	MT2A	MALAT1	PRXL2A	ISYNA1	TAGLN	TIMP3	COL3A1	TPM2	SELENBP1	NDRG2	SNCG	LHFPL6	EFHD1	ATP5F1B	SPARCL1	H3-3B	LGALS1	TPM1	MGST3	CD44	CHCHD10	CD36	GAS6	TECR	COL6A3	DLC1	MIR4435-2HG	DPYSL2	COX5B	CD63	CD9	SELENOM	RHOB	COL4A2	LPL	COX7B	CYTOR	COL6A2	CD151	TPI1	CNN3	CRIP1	MT-CO1	ATP5MC3	TINAGL1	SLC25A6	EPHX1	HES1	GAPDH	NDUFA1	CSNK1E	SKP1	MEF2C	FLNA	TFPI	MDH1	CAVIN3	SLC25A5	COX7A2	IFITM3	MT-ATP6	TIMP1	PRDX1	ITM2B	ANXA5	TXNIP	SDHD	NDUFB7	COX7A1	LAPTM4A	SH3BGRL	BSG	CYB5R3	CXCL12	C12orf57	ATP5MD	COL4A1	NDUFA13	ATP5MC2	EIF3K	SRI	CRIP2	SERPING1	COX6B1	PTMS	MYH9	VAMP2	PDLIM1	RABAC1	VDAC2	UBB	LDHB	TMEM50A	COX8A	TMEM59	PSMB1	ATP6V1G1	SOD1	ESD	PEBP1	ATP5F1A	ALDOA	YWHAB	NDUFA11	LEPROT	TUBA1A
RUBENSTEIN_SKELETAL_MUSCLE_FAP_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/RUBENSTEIN_SKELETAL_MUSCLE_FAP_CELLS	APOD	LUM	DCN	ADH1B	MYOC	C3	CFD	ABCA8	PTGDS	GSN	SMOC2	DPT	PDGFRL	CXCL14	COL6A3	C1S	FBLN2	SERPINF1	MGP	FBLN1	CFH	COL1A2	PCOLCE	CILP	SCN7A	ABCA10	IGF1	LTBP4	COL6A2	FBLN5	IGFBP6	LAMA2	COL6A1	PDGFRA	ANGPTL1	SFRP4	PLAC9	C1R	LRP1	COL15A1	MMP2	CHRDL1	PODN	HSD11B1	FN1	ISLR	MFAP5	CCDC80	SERPING1	PGF	ABCA9	MME	NOVA1	COL3A1	CST3	PMP22	CCN5	TNXB	TIMP1	MXRA8	SDC2	COL1A1	S100A4	SPON2	MFAP4	SSPN	VIT	PI16	CYBRD1	SELENOP	ALDH1A1	CPQ	IGFBP7	CXCL12	MGST1	TFPI	S100A6	HTRA3	LSP1	NUPR1	VCAN	SGCE	AKAP12	GPNMB	VIM	ITM2B	ANXA1	PLPP3	LAPTM4A	EMP1	EFEMP1	LAMC1	S100A13	RND3	ACKR3	SPRY1	CKS1B	GPX3	MEG3	FGL2	FSTL1	FXYD1	LGALS3BP	TIMP2	ADD3	SELENOM	CD63	HSPG2	EPHX1	ANXA2	LIMA1	PRDX4	MAP1B	AKR1B1	FHL1	DAB2	CD99	ARL6IP5	EID1	MARCKS	APP	SLC66A3	ATRAID	LMNA	EMP3	TCEAL9	BEX3	FCGRT	MALAT1	CHD9	CD81	KDELR2	TMEM59	PSAP	DDAH2	REEP5	S100A11	RAB2A	CYB5A	AP3S1	RBPJ	CYB5R3	NR3C1	TSPAN4	HSP90B1	SRI	NDFIP1	FMO2	S100A10	TMCO1	PPIB	PRDX1	RAB1A	NFIA	ATP6AP2	MT-ND3	LHFPL6	KRTCAP2	ARF4	SELENOS	NFE2L2	DBI	GPX4	TSC22D3	TRAM1	CSTB	PDIA3	NPC2	JUND	HSPA5	SSR4	TMED2	NDUFS4	ATP6V0E1	RTN4	SSR2	ATP5MC1	DHRS7	TMEM14C
RUBENSTEIN_SKELETAL_MUSCLE_SMOOTH_MUSCLE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/RUBENSTEIN_SKELETAL_MUSCLE_SMOOTH_MUSCLE_CELLS	RERGL	MYH11	PLN	CASQ2	ACTG2	PTN	PHLDA2	ENTPD3	LBH	RCAN2	TPM2	ACTA2	MTHFD2	CNN1	SORBS2	MYLK	MAP3K7CL	CCDC3	TAGLN	FRZB	SLC38A11	ITGA8	FBXL13	KCNMB1	PPP1R12B	GUCY1A1	BGN	SLIT3	NET1	RGS16	SOD3	LMOD1	HACD1	COX4I2	EDNRA	GPRC5C	PIP5K1B	MYL9	KLHL23	ISYNA1	CKB	SNCG	MCAM	TBX2	RBPMS2	CRIP1	PRSS23	NTRK2	MAP3K20	CDH6	DKK3	HCFC1R1	TMEM38B	DSTN	NDUFA4L2	C11orf96	PPP1R14A	CALD1	GUCY1B1	NUDT4	OR51E1	FHL5	SVIL	SYNPO2	ADIRF	MSRB3	TPM1	HES4	CHCHD10	MAPRE2	OAZ2	NDUFA4	FILIP1	MRPS6	FLNA	PTP4A3	PPP1R12A	PALLD	ARID5A	FAM162B	CSRP1	UBA2	NOTCH3	ARHGEF25	MIR145	LPP	ACTN1	IGFBP5	MT-CO1	GADD45B	IRAG1	ILK	RBPMS	MGST3	ARPC1A	MFGE8	ACTB	MYL6	PPP1R15A	COX7A2	S100A4	CALM2	RGS5	COX8A	SELENOM	ITM2C	ZFHX3	PKIG	FILIP1L	ENTPD1	SH3BGRL	CAMTA1	NR2F2	NDUFB7	ATF3	PDLIM7	EFHD1	GBP2	PDLIM3	LDHB	C7orf50	MAP1B	COX7B	MOB2	SELENOW	PTK2	ARID5B	CSRP2	ATP5MC3	CPE	UQCRB	CD9	VDAC2	SLC25A6	SLC25A5	CCL2	ROCK1	KANK2	CAPZA2	MT-CO2	PLAC9	COX7C	COX6C	TSC22D1	CCND1	COX5B	CCNI	CNN3	AIG1	ECRG4	HES1	JAG1	TGFB1I1	CRYAB	FOS	COX14	COX7A1	TNS1	ARPC5	WDR1	PDCL3	H1-0	CYSTM1	MT-CO3	TINAGL1	MAGED2	UQCRH	BCAM	SERPINI1	HIGD1B	BAG1	CBWD1	CAVIN3	PTMS	FXYD1	MPRIP	VIM	SNRK	AXL	MEF2C	YBX1	MPC1	GAPDH	NDUFB10	CPM	ITIH5	CYCS	ATP5F1B	TPI1	PPP1CB	TAX1BP1	RAP1A	CRIM1	CYC1	HMGN2	IGFBP7	CAP1	JUNB	FTH1	NDUFA5	TCP1	SPARCL1	PPDPF	YWHAQ	ATP5MG	ACTN4	UBE2V2	GHITM	CHURC1	STRAP	ATP5PO	SMIM30	ZYX	PCNP	MT-ND1	VCL	RAB13	UQCRQ	PEBP1	RPL5	NDUFA6	NTN4	LMO4	MT-ND4	NDUFS5	ATP5F1D	NIPSNAP2	SDHD	HIGD2A	UQCRFS1	COX6B1	UQCRC1	RPL14	MRPS36	RPLP1	SLIRP	MAP3K13	COX4I1	OPTN	RBBP7	NDUFV2	MT-ATP6	NDUFA1	ANAPC16	CNBP	PLP2	ALDOA	SELENOK	ANP32B	PGAM1	SKP1	ANXA6	CRIP2	BRK1	JUN	RPL41	PTMA	H4C3	LMNA	ATP5ME	RPL7	NPM1	SIVA1	EID1	GTF3C6	ATP5MD	RPL15	MT1M	ITGB1	ISCU	AK1	LSM5	CCDC107	PHPT1	MFF	SGCE	PARL	METTL5	CYB5R3	NDUFB9	PKM	PRDX3	PFDN5	ARPC2	RPL6	TCEA1	COX20	NDUFA13	MRPL32	RSU1	NPTN	DBI	NDUFB2	SPCS1	MRPL33	DYNLT1	COX17	PRDX2	FAM162A	TMEM230	MT2A	VDAC3	MT1E	EPS8	ATP5F1A	KLHL42	NDUFA8	ATP5F1C	DCTN2	ATP5PB	MT-ND2	BBX	FHL1	COX6A1	UBE2D2	RPS4X	CD151	RPS25	ATP5PD	GTF3A	ITGB1BP1	RANBP1	IAH1	TMEM14C	ECH1	CSDE1	CHMP4A	MICOS10	FMC1-LUC7L2	UGP2	MT-ND4L	CNIH4	RPL3	ZFYVE21	RPS3A	TSPAN3	PHB	HNRNPA1	EIF3L	NDUFB11	STOML2	PGRMC1	TBCA	SBDS	CALM3	MDH1	DYNLRB1	TIMMDC1	SNX3	COPS8	MAF1	EIF3H	LITAF	PARK7	SLC25A3	ATP5MC2	BTF3L4	RCN2	COPS6	DEK	UBB	UQCRC2	REEP3	MRPL18	CRTAP	C1orf43	CHMP4B	PPIG	HIKESHI	AP2M1	MRPL23	NUPR1	RABGAP1	ATP5IF1	PTGES3	UQCR10	BEX4	PSMB6	KIF5B	NDUFS6	NDUFS7	MT-CYB	RPL10A	DDT	RPS7	TOMM22	RPL4	RPL7A	RAN	NDUFAB1	MORF4L1	GTF2A2	EGR1	SLC38A2	LDHA	NDUFS4	NDUFB3	IDS	CSNK1A1	CCT7	EIF3K	IK	RPL36AL	BEX3	RPL37A	COMMD6	NCOR1	NUDC	TMED2	TSPO	RPS5	RPS27L	SOD1	ADI1	AURKAIP1	ERGIC2	ATP5MPL	MICOS13	PNRC1	NDUFS8	RPL23	RSL24D1	NSA2	BUD31	EIF1B	SEM1	NDUFA10	MT-ND3	FIS1	ZFP36	SAP18	COX5A	RPL9	FAU	TPRKB	RPL8	PSMC1	UBL5	SF3B2	BTG2	OTUD6B-AS1	BTF3	ATP6V1G1	SNHG32	DDAH2
RUBENSTEIN_SKELETAL_MUSCLE_PCV_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/RUBENSTEIN_SKELETAL_MUSCLE_PCV_ENDOTHELIAL_CELLS	ACKR1	CCL14	PLVAP	PLAT	HLA-DQA1	RAMP3	HLA-DPB1	ECSCR	PERP	NOSTRIN	HLA-DQB1	JAM2	NUAK1	ADGRL4	HLA-DRA	DUSP23	PRCP	CRHBP	PKP4	CD74	PIM3	SNHG7	TSPAN7	NPDC1	HLA-DMA	LIFR	HLA-DRB1	FXYD5	NRN1	TMEM273	LMCD1	HLA-DPA1	TMSB4X	PLK2	LYST	AQP1	TGFBR2	GIMAP4	CLU	IL33	ETS2	RPS15A	TSHZ2	KCTD12	RPL34	TM4SF18	RPL32	ERG	SLC2A3	RPS28	RPS6KA2	LRRFIP1	EEF1A1	FKBP1A	SMAD1	MARCKSL1	ARL4A	MAP3K11	GIMAP7	TM4SF1	EGLN1	PDLIM1	IGFBP4	CD93	SOX18	EGFL7	HSPB1	CYYR1	NPC2	AKR1C3	MMRN2	FLI1	GIMAP6	IL3RA	MGST2	GBP4	RPS18	WNK1	RPS23	RPL26	ADIRF	ID1	JCAD	MYH9	LDB2	POLE4	S100A10	SNCG	HLA-E	BCAM	ANXA4	SH3BP5	ITM2A	FOXP1	CTSC	RPS14	SOCS3	ACTN1	IL6ST	S1PR1	PTPRB	PLSCR1	ELK3	EIF4B	GNAQ	LIMS1	OCIAD2	ADAM15	KLF4	RPS19	RPS6	GIMAP5	S100A16	CALCRL	PTMA	CLEC2B	GIMAP1	RPL36	APLNR	HYAL2	RPS2	PALMD	FABP5	HLA-A	HLA-B	RPS4X	GADD45B	RPL8	SYNE2	NAA38	IFI16	MTUS1	RPL10	CD59	RPS27A	RAB11A	RPS12	LY6E	GNG11	GUK1	TMSB10	RPL3	RPL11	TPM3	FLOT1	RPL36A	RPS13	CRIP2	YBX3	ARL6IP1	GNAI2	SDCBP	IFITM3	RPL31	RPS3A	IFITM1	RPLP0	DOCK9	CRIM1	VAMP3	ABLIM1	NEDD9	RPL17	RPL35A	RPL22	KLF2	SAT1	HMGB2	IFITM2	NDRG1	RPL15	SPARCL1	BHLHE40	RPL7	RPS4Y1	SUN1	RPS7	TPM4	RPS9	CAVIN1	RPS15	NFKBIA	RPS25	PRMT1	ZFP36L2	CRTAP	MYL12A	RPL12	SET	RPS8	ID3	SNHG8	CLTA	RPL37	MAP1LC3B	TPT1	RPL7A	GNG5	NOP10	COMMD6	CYSTM1	PFDN5	CAST	SNRPF	HSPD1	RPS11	HINT1	ZFAS1	PSME2	RPS24	CAPZA2	YWHAE	RPS5	RPL29	YBX1	ZFYVE21	RPS21	UBXN1	ATP5MC2	NSRP1	PCBP2	CHMP3	NAP1L1	RBIS	CCNI
RUBENSTEIN_SKELETAL_MUSCLE_SATELLITE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/RUBENSTEIN_SKELETAL_MUSCLE_SATELLITE_CELLS	APOC1	APOE	MYF5	TRDN	MYF6	MEST	MT1X	TUBB2B	MEG3	CHRNA1	SPATS2L	FOSB	STAC3	FOS	PAX7	CXCL14	CRYAB	CSRP2	EGR1	IGFBP5	DLK1	RPL7	JUNB	JUN	RPS18	RPS3A	CADM2	RPL3	PON2	RPL6	RPL10A	PDLIM4	RASD1	RPL35A	RPL32	RPS6	RPL10	RPL26	RPL5	RPL39	PPP1R14B	RPS23	RPL12	RPS2	RPS27A	ALDH1A1	SGCA	RXRG	CNN3	DAG1	RPS4X	DES	RPS3	RPL21	RPL41	TPD52L1	RPL34	RPS13	RPS24	RPL9	ZFP36	DUSP1	SPRY1	HMGN2	RPL13	RPS9	RPL13A	NACA	CIRBP	RPL37A	PDLIM3	RPL11	RPS5	RPS12	RACK1	MYC	RPL24	CD63	HSP90AB1	RPL15	RPS27	RPL37	RSL1D1	CCN1	EIF3L	CLU	RBP1	RPL4	RPL18	RARRES2	ZFAS1	SNRPE	RPL31	RPL30	RPL8	SIRT2	RPL7A	RPS19	S100A4	LAMP2	RPL14	RPS15	SBDS	FGL2	RPL29	RPL22	HNRNPA1	RPS8	LDHB	BTG2	WDR74	IMPDH2	RPL19	RBM3	SLC25A6	SPG21	RPL22L1	TSC22D1	RPL18A	RSL24D1	EEF1A1	NDRG2	BTF3	RPL17	TUBA1A	RPLP0	RPS15A	HDDC2	VDAC3	RPL36A	PEBP1	HEY1	CHCHD10	EEF2	EEF1D	RPS10	RPLP2	RPL23A	CD9	NPM1	MIF	RPL36	AK1	RPSA	RPL35	NFIA	IER2	RPS26	NDUFS5	RPS28	FXYD1	EIF3E	RPS21	RPS14	EIF3H	RPS25	ESD	TLE4	EIF1	GAPDH	RPL38	TPT1	RPL27	RPS16	RPS4Y1	CEBPD	ATP5F1D	EEF1B2	SLC25A3	RPLP1	NOP53	TCEAL9	FAU	EIF4A2	S100A6	NDUFA4	RHOBTB3	RND3	H1-0	VDAC1	ALDOA	ATP5PO	EPB41L4A-AS1	COPS9	RPL23	HNRNPDL	PPP1R15A	EIF4A1	EIF2A	ZBTB20	MT-CO3	PRKX	RHOA	GLUL	TOMM7	SNRPD2	MT1E	COMT	MT-CO1	RHOB	LSP1	UXT	COX4I1	NAA20	COMMD6	BEX3	PPIA	EIF3D	RPS29	AKR1B1	RPS7	MICOS13	CST3	SARAF	SNHG8	EIF3M	MORF4L2	RBMX	UQCRH	PTMA	ANXA5	HSPD1	EDF1	DARS1	COX7A2L	JUND	EIF3F	BANF1	NDUFB9	VIM	ATP5MG	SNRPD1	PRDX6	HSPA8	VAPA	HNRNPA0	HSPE1	HDAC2	PABPC1	UQCRB	HMGN1	ATP5MC3	UBXN1	RPL7L1	CCT8	APRT	ATP5F1A	VDAC2	VAMP2	TTC3	FUNDC2	UBA52	PSMB7	ATP5MC1	TMEM230	RPS20	EIF3K	SGCE	DBI	MOCS2	SNHG32	SMDT1	NDUFA5	NHP2	PYURF	ZFYVE21	MT-ND5	HNRNPR	UQCRFS1	TMEM123	GNAS	ST13	ATP5MF	DNAJC7	RPL28	LMNA	ATP5MC2	CHCHD2	SNRPF	CCT3	DUT	TUBB	TIMM13	SRSF3	HSBP1	CCT4	CNBP	GADD45GIP1	SDHC	PMP22	SEC63	MRPL20	ESF1	MDH2	NDUFS6	TAF7	BEX4	ARL6IP5	U2AF1	NDUFS4	PARK7	PRDX3	RAN	HIGD2A	FAM162A	LSM5	HADHA	ARF4	DDAH2	TUBA1B
RUBENSTEIN_SKELETAL_MUSCLE_NK_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/RUBENSTEIN_SKELETAL_MUSCLE_NK_CELLS	CCL4	NKG7	GNLY	GZMA	CCL3	CCL5	KLRB1	CTSW	FCER1G	HCST	KLRD1	GZMB	CST7	KLRF1	FCGR3A	GZMM	TYROBP	CORO1A	PTPRCAP	CD7	ITGB2	HOPX	PRF1	FGFBP2	IL2RB	GZMH	LCP1	CD247	PTPRC	PLAC8	DOK2	SAMD3	CD69	XCL2	PYHIN1	KLRC1	ALOX5AP	PLEK	CD53	MYOM2	CLIC3	LCK	IL2RG	C1orf162	RAC2	BIN2	UCP2	GPR65	C12orf75	TBC1D10C	PFN1	CYRIB	LIMD2	PTGDR	CMC1	VAMP8	CYBA	ACTB	SPON2	FYB1	GPSM3	LAPTM5	CTSC	SH3BGRL3	PPP1R18	XBP1	TMSB4X	CD48	CCND3	ARHGDIB	EVL	GNG2	ACTR3	STK17A	MYL12A	CD37	TPST2	SRGN	EMP3	PPP2R5C	ARPC2	ARPC5L	CLIC1	ABRACL	B2M	ARPC1B	GMFG	CAP1	CFL1	PLAAT4	RAP1B	PRR13	CDC42SE1	PAXX	RPS27	CD52	C1orf56	OSTF1	MT-CO1	AKR1C3	IER2	RPS29	DBI	EIF1	ID2	STK4	ACTG1	ARPC5	JUNB	TPM3	CIB1	SUB1	RPS3	CD164	CASP4	TMA7	S100A4	CKLF	PTMA	RPS19	CALM1	CDC42	RPS27A	RPL21	CLEC2B	HNRNPA1	GLRX	JAK1	SFT2D1	RPS15A	ATP5F1E	HSPA5	CD47	RPL41	LITAF	PSME2	CTSD	ARPC3	PTP4A2	RPLP1	PPP1CA	RPS3A	DDIT4	RPL28	RPL23A	HSPA8	RPL6	SELENOT	ETS1	UBB	IFITM2	TRAPPC1	ANXA1	RPS2	RBM8A	H3-3B	IGF2R	ACP1	SERF2	OST4	TLE5	HNRNPDL	GADD45B	PDIA3	SLC38A2	DRAP1	TSC22D3	DHRS7	RPL15	FLNA	YWHAZ	EIF4A1	TPM4	EIF3G	GIMAP4	ENO1	RPS26	SNRPB	UFC1	ATP5MG	PABPC1	UBE2D3	RPL14	DAZAP2	LSM14A	SCP2	CD99	RPL36AL	SSR2	ATP6V0E1	CYCS	TUBB	UBE2D2	PSMB9	COPE	COX8A	OSTC	CAPZB	RBM3	BTG1	RPL27	NDUFB2	SNRPG	NPM1	C11orf58	PSME1	ATP5MC2	PRELID1	MSN	RPSA	HMGN1	NDUFB11	SARAF	HNRNPF	CUTA	SEC11A	UBL5	ZFP36L2	PARK7	SPCS2	JUN	NDUFA12	TMED2	GHITM	PSMA7	NDUFB3
RUBENSTEIN_SKELETAL_MUSCLE_FBN1_FAP_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/RUBENSTEIN_SKELETAL_MUSCLE_FBN1_FAP_CELLS	FBN1	PRG4	PCOLCE2	LINC01133	MFAP5	DEFB1	PLA2G2A	FSTL1	CD55	GFPT2	CD248	CHRDL1	SEMA3C	TNXB	MGST1	PI16	UAP1	CCDC80	NTM	NOVA1	EFEMP1	ADAMTS5	LOXL1	SCARA5	SPRR2B	COL1A1	GPNMB	CFD	IGFBP6	FNDC1	MFAP4	CREB5	TIMP2	MMP2	ACKR3	PLAC9	ALDH1A3	COL1A2	C1S	VCAN	PTGIS	PROCR	FBLN2	DCN	FABP3	TRIO	IGFBP5	TGFBR3	COL14A1	C17orf58	HSD3B7	C1R	CPE	ELN	SLPI	OSR2	HTRA3	GAS1	S100A6	PDGFRL	F10	S100A10	SERPING1	MEDAG	COL3A1	C1QTNF3	SDC2	DBN1	RAB32	APCDD1	NID1	CST3	CYTOR	ARL4D	LIMA1	AXL	ISLR	S100A4	NEGR1	COL6A2	MARCKS	COL12A1	LTBP4	VIT	COL6A1	MYOF	MIR4435-2HG	ADI1	OLFML2A	DDR2	PLTP	CCN5	TMEM176B	MMP14	TNFAIP2	GLIPR2	PMP22	GPX4	BIN1	ABI3BP	S100A11	FBLN5	NOTCH2	NBPF10	TPPP3	FN1	GPX3	NTRK2	LRP1	FGFR1	UGP2	CYBRD1	MXRA8	MRPS6	CTSK	KLF4	LAPTM4A	ANXA2	EMP3	PAM	TIMP1	GLUL	LDHA	SMIM14	MGP	AKAP12	S100A13	PDGFRA	SERPINF1	TCEAL9	RBMS1	TMEM106C	PPIC	VIM	EBF1	GSN	HTRA1	CELF2	PSAP	ADD3	BEX3	ITGB5	SSR3	PCOLCE	ATP2B1	SVBP	COL6A3	EFHD1	ANXA1	SELENOS	DST	LAMB2	CKS1B	CRIP1	FTH1	SERF2	PRRX1	JAG1	KRT10	DDAH2	CD99	AHNAK	FTL	CCN1	FILIP1	COX6C	PLPP1	PXN	OAZ1	NUPR1	PTPRA	FBLN1	RBPJ	MT-ND2	LSP1	ZYX	OLFML3	SELENOM	ANXA4	SEC63	AP3S1	MT-CYB	MEG3	SH3BGRL3	RBMS3	TMEM109	TIMP3	GSTO1	OAT	IDS	TFPI	IL6ST	CD63	GLUD1	ACTG1	ITGB1BP1	CDK4	MRPL33	MT-ND1	HSPA1A	CALU	ACAT1	MT-CO3	TUBB	FHL1	BEX4	DYNC1H1	DBI	JUND	HIGD1A	CLIC1	GYPC	MYADM	MT1E	UBXN4	ARF4	MTCH1	NDFIP1	TIMM13	TMEM258	RPS27L	RTN4	MRPS36	NCL	MT-ND4	YBX3	TUBA1B	PKM	C3	RPLP0	SDCBP	BZW1	CAST	H2AJ	TUBA1A	OST4	RNH1	ARL6IP5	BLOC1S1	CSTB	ZFP36L2	ATP6V0E1	TYMP	DAB2	CLU	ANXA11	EIF1	RPL36AL	RAP1A	HSP90AA1	NDUFB1	DDX24	VKORC1	GTF2H5	LMNA	POLR2L	ATP5PD	TPT1	MPC1	ANXA5	OSTC	TXN	RSL1D1	DYNLT1	ALDOA	PHPT1	HSBP1	NAA38	MT-ND3	CAVIN3	MRPL51	SOD1	FXYD1	SEC61B	TAF9	SEC61G	TMCO1	EIF5	RNF13	HSPE1	ENO1	ANXA7	PRDX5	RBM39	MYDGF	RNF7	HNRNPF	SSB	DGUOK
RUBENSTEIN_SKELETAL_MUSCLE_MYELOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/RUBENSTEIN_SKELETAL_MUSCLE_MYELOID_CELLS	S100A8	LYZ	AIF1	S100A9	LST1	FCN1	CLEC7A	SERPINA1	IGSF6	CSTA	MS4A6A	IL1B	S100A12	HCK	SPI1	CFP	IFI30	MS4A7	MPEG1	LILRA5	C5AR1	RGS18	FPR1	CSF2RA	BCL2A1	FCGR1A	CYBB	JAML	CXCL8	TYROBP	RNASE6	RGS2	PILRA	APOBEC3A	CTSS	CALHM6	FCER1G	LY86	STXBP2	TNFSF13B	CD68	COTL1	CD48	CD83	MNDA	C1orf162	PLAUR	TBXAS1	CD14	CPVL	RNASET2	ITGB2	STX11	IL10RA	GLIPR1	AP1S2	PTPRC	PYCARD	SLC31A2	SAT1	CD52	PLEK	CD37	ARRB2	NFKBIZ	NR4A2	NAMPT	FYB1	GCA	CYBA	VAMP8	DUSP2	EIF4EBP1	CD53	NUP214	C4orf48	HCST	SMAP2	PLAC8	TYMP	BID	FGL2	NPC2	CORO1A	FTL	LIMD2	LCP1	LAPTM5	RGS10	IER3	FTH1	FCGR3A	SRGN	HCLS1	TKT	LY96	SMCO4	NFKBIA	SOD2	CEBPB	CYRIB	FOS	NR4A1	CD44	UBE2D1	NAAA	CDKN1A	EFHD2	GPSM3	CARD16	GMFG	CCL3	TMSB4X	SH3BGRL3	PABPC1	ARPC1B	HLA-DRA	AP2S1	LTA4H	CKLF	GLRX	OAZ1	ARPC3	GPX1	CASP1	SERP1	SAMHD1	PRELID1	LYST	DUSP1	UCP2	RAB5IF	ABRACL	MCL1	SUPT4H1	PLBD1	ACTB	PRR13	WDR74	VMA21	ATP6V0D1	CYRIA	SERPINB1	CTSZ	DNAJB1	PPT1	RHOG	HLA-DPA1	ZFP36	PFDN5	TMEM176B	RNF130	FOSB	ATP6V0B	IFNGR2	CTSH	RPL39	SLC25A5	PTP4A2	S100A4	PGLS	RPS24	CD55	CASP4	ATP5F1E	TALDO1	PSAP	HNMT	JUNB	HLA-DPB1	EIF1	LAMTOR2	ARHGDIB	PFN1	RPL26	TSPO	EIF4E2	CREG1	SLC25A6	CRIP1	H3-3A	RPL28	CST3	S100A11	RPS13	OSTF1	LSM6	ZFAS1	STMP1	FXYD5	VCAN	PLP2	ATP5MG	RPS19	GABARAP	UBA52	ASAH1	PPP1R18	HLA-DRB1	HIGD2A	EMP3	CAPZA1	TMEM167A	ATP5PB	CMTM6	ARPC2	CDC42SE1	RPS29	CDC42	PDCL3	NACA	LAMTOR1	RPS9	ATP6V1F	MACROH2A1	RPS2	MOB1A	LAMTOR4	NAP1L1	RPLP1	PPP1R15A	SFT2D1	BLOC1S2	RPS3A	SELENOH	UQCRH	RPL6	RPL11	PCBP2	GDI2	SERF2	RPL41	CTSB	RPL37	CITED2	ID2	RPL4	VMP1	LRRFIP1	EIF3K	ATP5MC2	RPS14	YBX1	RPS23	HSD17B11	ARPC5	ATP6V0E1	RPL30	HLA-DMA	CAPZB	RPL21	RPL32	JUND	RPS4X	RPL27	RAP1A	RPL23	RPL34	S100A6	ENY2	SUB1	FCGRT	SEC11A	TMSB10	SPG21	COX4I1	M6PR	CFL1	ZNF706	COX7C	RPS12	CD74	ATP1B3	GLIPR2	SNX3	CSTB	RPL15	RPL23A	HSBP1	TPM3	NDUFB1	NOP10	ACTR3	SSB	ACTR2	PPP1CA	RPL7	MT-CO1	EEF1B2	MRPL52	SARAF	RPL36A	HERPUD1	TSC22D3	METTL9	TIMP1	EIF3L	RPL17	CLEC2B	DYNLT1	BLOC1S1	KLF4	ATP5MPL	COX5A	COMMD6	TXNDC12	PGK1	POLE4	PLSCR1	UQCRFS1	GSTP1	RPS4Y1	NDUFB3	RPS16	RPLP2	RPS28	SSR3	COX7A2	VPS29	RPS21	RPL36AL	SMDT1	EIF3F	UBE2D3	SSR2	EIF3E	PRDX3	EEF1A1	CCNI	EIF4A1	ENSA	BTG2	RPL22L1	REEP5	NEDD8	RPL19	LSP1	ALDOA	GAPDH	RPS7	CYCS	SNHG8	OST4	RPL38	TBCA	HSPA1A	NDUFB5
RUBENSTEIN_SKELETAL_MUSCLE_T_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/RUBENSTEIN_SKELETAL_MUSCLE_T_CELLS	CD3D	IL7R	LTB	CD52	CD3E	CD3G	CD2	PRKCQ-AS1	SELL	CD37	LCK	FYB1	TRAF3IP3	LIMD2	PTPRC	CORO1A	IL2RG	RPS27	CXCR4	RPS29	RPS15A	CD69	LAPTM5	RPL21	RPS27A	RPL39	RPS25	RPS19	RPS6	RPL32	RPL28	RPL34	RPS14	RPL14	RPL30	RPS12	RPS4X	RPLP2	ABRACL	PTPRCAP	RPL18A	RPS3A	RPS3	HCST	RPS13	RPL41	PABPC1	CD48	RPL10	RPS18	EVL	RPS28	RPL13	RPL7	RPL19	ISG20	RPS23	RPS2	RPL6	RPL23A	RPL9	RPL11	RPLP1	EEF1A1	CD7	PLAC8	SARAF	RPL31	RPL35A	RPL26	RPL3	RPL27A	RPL37	LDHB	RPL38	RPL13A	RPSA	RPL36	TSC22D3	EEF1B2	RPL36A	RPS7	RPS15	RPS21	ETS1	GMFG	RPS26	RPL22	COTL1	RPL12	RPL4	BTG1	RPS5	UBA52	RPS10	NPM1	RPL5	RPS16	LEPROTL1	NOSIP	ARHGDIB	PPP2R5C	HNRNPA1	RPL15	RPSAP58	RPS4Y1	CDC42SE1	RPS8	SH3BGRL3	RPL36AL	PFDN5	IL32	RPL17	JUNB	RPL35	TMSB4X	C1orf56	RPL10A	COX7C	RPL29	COMMD6	GIMAP4	OST4	RPL8	PPP1R2	RPS24	RPL24	RPL37A	HINT1	RPL7A	HMGN1	OCIAD2	SNHG32	EEF1D	RPS9	RPL27	SLFN5	EMP3	BTF3	CD44	FAU	RPL23	RPS20	PFN1	ERP29	FXYD5	ZFAS1	ATP5MG	TPT1	HSPA8	RPL18	TMEM123	TMA7	ARL6IP5	EIF3E	EIF3F	TOMM7	APRT	PLP2	UQCRB	EIF3H	SNHG8	EIF1	RPLP0	CRIP1	RACK1	UXT	NOP53	SERP1	IER2	ARPC1B	EIF3L	CYBA	RSL1D1	UBE2D2	ACTR3	EIF3D	EIF2S2	ZFP36L2	CUTA	RSL24D1
RUBENSTEIN_SKELETAL_MUSCLE_B_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/RUBENSTEIN_SKELETAL_MUSCLE_B_CELLS	MS4A1	TCL1A	FCRL1	FCER2	CD79A	FCRLA	BANK1	VPREB3	BTLA	FCMR	GAPT	JCHAIN	LINC00926	CD37	HLA-DOB	BTK	EAF2	CD52	SELL	LY86	IRF8	LTB	CXCR4	NCF1	RHOH	GPR183	CALHM6	EVI2B	C1orf162	PTPRCAP	CTSS	CD69	CD83	LAPTM5	LIMD2	CCDC32	HLA-DQA1	CD79B	TBC1D10C	PLAC8	ALOX5AP	CD53	HLA-DQB1	HLA-DRA	PLPP5	HVCN1	PTPRC	RPS27	RPS29	RNASET2	RPS19	RPL18A	RAC2	RPS23	RPS27A	PLEKHF2	STK4	RPL21	ARHGAP24	RPL32	RPL13	RPS15A	CD48	RPS6	RPL39	RPL19	RPL10	HLA-DPB1	RPL34	CARD16	RPS13	RPS5	RPL28	RPS3A	RPLP2	RPS18	RPS2	TPD52	RPS12	RPL7A	RPL37	RPL8	CD74	RPL41	PABPC1	RPS8	RPL11	RPS4X	PYM1	RPL15	TSC22D3	RPSA	CLK1	RPSAP58	RPL23A	RPL30	RPS28	RPS25	TMEM243	RASGRP2	HLA-DPA1	HLA-DMA	SNX2	DRAM2	RPL27A	RPL13A	RPL3	RPS3	RPL35A	RPS15	RPL36	RPL9	RPL7	RPLP1	BTG1	RPS10	FAU	ITSN2	C1orf56	RPL26	RPL6	RPS14	CYRIB	CYBA	TRIM22	EEF1B2	NOP53	JUNB	UBA52	CMTM6	HLA-DRB1	RPL22	RPS21	PFDN5	COX7C	EEF1A1	PAIP2	OAZ1	RPL27	RPL18	RPS26	RPS4Y1	RPL36A	RPS7	NPM1	POLD4	RPS9	RPL14	SNHG8	ATP6V1G1	WDR74	GTF3A	RPL23	EEF1D	PAPOLA	MT-CO1	OSTF1	RACK1	RPL37A	ACTR3	CASP4	B4GALT1	PPP1R2	RPL4	SSR1	RPL29	RPL38	RPL12	SMDT1	GMFG	RPL5	ARPC3	RPS24	ERP29	NOP10	EIF4A2	RSRP1
DESCARTES_MAIN_FETAL_PAEP_MECOM_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_PAEP_MECOM_POSITIVE_CELLS	MRPL20-DT	VPS13D	MICOS10-NBL1	NCMAP-DT	MTF1	PDZK1IP1	GADD45A	MED28P8	H2BP1	S100A1	DCST1-AS1	C4BPA	LAMB3	G0S2	LINC02257	LINC01705	LINC01132	KIF28P	LINC01341	RNA5SP84	LINC01913	C2orf91	PKDCC	DYNC2LI1	WBP1	ATOH8	IL1RL2	PAX8	HTR5BP	SESTD1	NABP1	RAPH1	MOGAT1	AC104667.2	CAPN10-DT	SLC6A6	RHOA-IT1	RAD54L2	SPATA12	ARF4-AS1	ADAMTS9-AS2	ZPLD1	GRAMD1C	ZBTB20-AS3	GTF2E1	MBNL1-AS1	MSX1	EVC	LINC02438	ANAPC4	USP46-DT	UGT2B7	ARHGEF38-IT1	NUDT6	RPL14P3	RXFP1	KLHL2	CLDN22	MTNR1A	RPL17P22	C1GALT1P2	ANKRD34B	CXCL14	AC114296.1	UBE2D2	LINC01470	HAVCR1	AC008393.1	LY86-AS1	SLC35B3	RNF144B	PSORS1C1	POU5F1	PSORS1C3	LINC00472	MIR30C2	LINC02532	VNN1	MAP3K5	MAP3K5-AS1	OLIG3	FILNC1	SOD2	ZNF316	LINC02888	AC004870.2	GTF2IP23	SMURF1	LINC-PINT	SVOPL	TRY2P	BET1P1	MCPH1-AS1	DEFB1	SLC7A2	GNRH1	SDAD1P1	IDO1	IDO2	LINC01301	RAB2A	DEPTOR	SLC45A4	GLIS3	RNU6-694P	SLC1A1	RLN2	TMEM252	TMEM252-DT	PCA3	RASEF	NXNL2	MIRLET7A1HG	SLC44A1	LINC00963	MRPS2	OBP2A	LINC01502	ARID5B	MYOF	AL137025.1	IKZF5	ART1	LINC02709	USP47	LINC02741	SCGB2A1	ASRGL1	SHANK2-AS2	PCF11-AS1	NNMT	MSANTD2	DCPS	RPL13P5	RIMKLB	RPSAP51	A2ML1-AS1	AC025031.2	RAPGEF3	NR4A1AS	AC012085.2	KCCAT198	LINC00621	PARP4	PCCA-AS1	FAM177A1	ARG2	ADAM20	ZNF410	CATSPERB	TC2N	BDKRB2	SLC25A29	WARS1	CERNA1	WDR72	C2CD4A	RCCD1-AS1	MAPK8IP3	IRX3	NPIPB15	CDYL2	ATP2C2	LINC02088	HAP1	LINC00910	TMEM101	THRA1/BTR	B4GALNT2	ERN1	SLC16A6	AP002478.1	DLGAP1-AS3	PPP4R1-AS1	MOCOS	SERPINB7	LINC01541	LINC01899	CNDP2	UCA1	COMP	ZNF826P	LINC01791	AC007773.1	ZNF383	ZNF284	NAPSB	NAPSA	SEC23B	KIZ	ZHX3	TP53TG5	WFDC2	CYP24A1	LINC01426	LINC00323	GGT2	AC002378.1	SEC14L6	CYP2D7	ARSD-AS1	PRKX	FAM9B
DESCARTES_MAIN_FETAL_MEGAKARYOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_MEGAKARYOCYTES	PADI4	SMIM12	MPL	NRDC	NEXN-AS1	COL24A1	PKN2-AS1	PRUNE1	AQP10	FCER1A	SELP	LINC02770	RGS18	CNST	GCSAML	ASAP2	ROCK2	TTC27	LTBP1	LINC00211	THUMPD2	LGALSL	PLEK	NAT8B	DOK1	LIMS1	TUBA4A	DGKD	ING5	LRRFIP2	NBEAL2	GPX1	INKA1	PROS1	LINC01565	GP9	ATP2C1	CPA3	SETP11	P2RY1	RAP2B	DGKG	GP5	LINC00504	TEC	PF4V1	PF4	PPBP	LINC00989	HPSE	BANK1	EGF	PDE5A	INPP4B	MFAP3L	ELOVL7	KIF2A	SLC30A5	MCTP1	DIAPH1	PCYOX1L	C5orf58	DOK3	RUFY1	GFOD1	ABHD16A	LY6G6F	LY6G6F-LY6G6D	LY6G6E	MPIG6B	TREML1	CAPN11	STXBP5	NT5C3A	RPS29P14	INHBA-AS1	GSAP	PRKAR2B	PRKAR2B-AS1	ZYX	XRCC2	LINC00534	LRP12	MAPK6P5	TLN1	BMS1P10	SUSD3	SUSD1	PTGS1	GFI1B	AKR1C5P	PROSER2	RSU1	MICU1	VCL	DCLRE1A	C11orf21	TSPAN32	HBD	ILK	IRAG1	LINC02752	LGALS12	FERMT3	RASGRP2	AP003068.2	CATSPER1	TBX10	CTTN	SIAE	NRGN	AP001122.1	FLI1	ACRBP	SLC2A3	CLEC1B	DNM1L	ADCY6	BIN2	MDM1	RAP1B	HTR2A	ABCC4	LINC00565	RASA3	CMTM5	CGRRF1	LINC02284	AL355103.1	MAX	BLZF2P	ACTN1	ACTN1-AS1	RPL21P11	LINC00642	TTC7B	RPL21P13	FAM30A	LINC02694	C15orf54	THBS1	INAFM2	GNB5	PIGB	AXIN1	TPSB2	TPSAB1	SEC14L5	LAT	PHKB	CMTM2	FHOD1	CENPT	KIAA0513	P2RX1	ATP2A3	GP1BA	ALOX12	NT5M	MEIS3P2	TAOK1	ITGA2B	ITGB3	THCAT158	SAMD14	TSPOAP1-AS1	RAB37	UNC13D	MAFG	PSTPIP2	RAB27B	RELCH	CD226	SLC39A3	TBXA2R	STXBP2	CDKN2D	LYL1	RAB8A	F2RL3	UPK1A-AS1	YIF1B	KCNK6	TGFB1	TMEM91	VASP	ZNF175	GP6	FAM110A	SLC24A3	NOL4L	SRC	UBE2C	TUBB1	SLC37A1	TUBA8	TPST2	GAS2L1	MYH9	L3MBTL2-AS1	PARVB	ARHGAP6	GOT2P7	BEND2	BTK	NXF3	THOC2
DESCARTES_MAIN_FETAL_URETERIC_BUD_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_URETERIC_BUD_CELLS	MTCO1P12	PLA2G2F	LINC02778	ASTL	MYO3B	AC010210.1	NAALADL2	AC024022.1	TBC1D9	MTND3P19	SHROOM1	MTND4LP30	NIPAL4	CLPSL1	MYO6	C7orf31	KCP	RPL10P19	SNX31	ACER2	PTGR1	C10orf99	EMX2OS	EMX2	AL354863.1	ELF5	MYEOV	UPK2	AQP2	AL161668.3	DHRS2	SCNN1G	SCNN1B	WNT9B	HOXB7	SEPTIN9-DT	SLC14A2	AC021517.1	UPK1A	PVALB	UPK3A	DCAF12L1
DESCARTES_MAIN_FETAL_ANTIGEN_PRESENTING_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_ANTIGEN_PRESENTING_CELLS	MTATP8P1	TNFRSF9	RSC1A1	PLA2G2D	RNF19B	RPL31P12	MCOLN2	GFI1	BCAS2P2	PPM1J	NAP1L4P1	C1orf54	SEMA4A	SLAMF8	SLAMF7	RPL31P11	GAS5-AS1	TOR3A	RGS13	DENND1B	C1orf147	AC092809.2	LINC00487	DTNB-AS1	RPS12P4	AC008074.2	RN7SL211P	LINC01816	NMI	TANK	C2orf69	RNU7-45P	PLEKHM3	ATG16L1	RFTN1	XCR1	GCSAM	BTLA	ATG3	RPS26P21	POGLUT1	CD80	RN7SL172P	RNU6-1284P	LINC02877	LAMP3	NAAA	CXCL9	CXCL10	ZNF366	P4HA2-AS1	TIFAB	CD74	IL12B	LINC01845	HLA-DRB6	HLA-DQB1	HLA-DQA2	HLA-DQB2	HLA-DOB	HLA-DPA1	HLA-DPB1	RPL32P1	LINC01010	RPL23P8	NME8	ZMIZ2	VOPP1	SAMD9L	NUB1	RPS27AP12	ERICH1	RNU6-1228P	TRAF1	FUT7	AKR1E2	ZNF32-AS3	ARHGAP22	WDFY4	BMS1P4	POLR3DP1	PDCD11	C10orf88B	ADAM8	MS4A6E	MS4A15	ARAP1-AS1	FCHSD2	NAP1L1P1	WNT5B	AICDA	CLECL1	RN7SL809P	TMCC3	AC117377.1	RNU6-172P	NME2P1	OASL	KDM2B	CLIP1-AS1	FLT3	N4BP2L1	EPSTI1	RN7SL288P	RPS4XP16	GPR132	BNIP3P5	SORD2P	RAB8B	AEN	MMP25	CLEC16A	NDE1	IL21R	SNX20	MMP2-AS1	SLC12A3	CCL22	CCL17	VAC14	IRF8	MRM3	ZMYND15	ELAC2	LINC02096	EVI2A	RN7SL45P	CCR7	AC008105.2	FLJ40194	ALYREF	AC016493.1	AC005264.1	CD70	SWSAP1	IGFLR1	DM1-AS	IL4I1	NUP62	FASTKD5	RASSF2	MMP9	CD40	MIR155HG	AP000251.1	PRDM15	AIRE	YES1P1	ENTHD1	RPL4P6	RNU6-523P	SLC9A7	FMR1NB	TWF1P2
DESCARTES_MAIN_FETAL_PARIETAL_AND_CHIEF_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_PARIETAL_AND_CHIEF_CELLS	MTATP6P1	MTCO3P12	PRDM16-DT	CLCNKA	NR0B2	TRNP1	STX12	SAMD13	SLC19A2	CYB5R1	MFSD4A	SLC26A9	PFKFB2	ESRRG	MAP3K21	GREM2	KLF11	HPCAL1	CAPN13	MAP4K3-DT	HK2	SLC9B1P2	FAHD2B	PLEKHB2	GPR155	NFE2L2	NDUFS1	CATIP-AS2	ACSL3	RAF1	GRIP2	FAM162A	ATP11B	ATP5ME	RPS21P4	ODAM	ETNPPL	PP7080	GNL3LP1	ARHGEF28	TMEM161B	MTND4P35	MTATP6P2	UQCRQ	PPARGC1B	LINC01847	PWWP2A	CCNJL	GCNT2	MRPS18B	PNPLA1	MRPS18A	RPL21P65	TBRG4	NUPR2	TRIM50	AF131216.3	DUSP4	AC009597.1	PSCA	AK3	C9orf152	GBGT1	MRPL41	ANKRD16	FXYD4	COMTD1	KCNQ1	CCKBR	CSNK2A3	NDUFS3	CBLIF	STARD10	SIK2	PPP2R1B	VSIG2	B4GALNT3	INTS13	FGD4	PRR13	LINC02381	SLC16A7	PHLDA1	TMEM116	COX6A1	HIP1R	PXMP2	MCF2L-AS1	ATP4B	GPX2	CKB	SERF2	MCRIP2	GPT2	FA2H	CLEC3A	GLOD4	RAP1GAP2	TXNDC17	LASP1	EPN3	KCNJ16	GPRC5C	MRPL12	GATA6-AS1	PCAT18	ZNF57	MISP3	ATP4A	IZUMO1	FUT1	BCAT2	SIGLEC11	TMEM86B	SGK2	STAU1	ATP5PO	KCNE2	SMIM11A	CLIC6	TMPRSS2	TFF1	LINC01679	TMEM211	MTFP1
DESCARTES_MAIN_FETAL_SATB2_LRRC7_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_SATB2_LRRC7_POSITIVE_CELLS	LINC00115	TMEM240	SRM	STMN1	ADGRB2	HYI-AS1	HAPLN2	AL590560.3	DUSP5P1	ZBTB18	RPS25P3	KIF3C	FNDC4	RASGRP3-AS1	POU3F3	TANK-AS1	TTC21B-AS1	SP9	FSIP2-AS2	LINC01923	SATB2-AS1	C2orf83	RNY4P19	GCSIR	SUSD5	TMEM158	LAMB2P1	CAMKV	ZBTB11	TMPRSS7	LRRIQ4	BCL6	ADGRL3-AS1	CDKL2	PPP1R14BP3	NPY5R	HPF1	CATSPER3	PCDHA11	PCDHGA10	PCDHGB8P	KLF3P1	ARL10	GPRIN1	POU3F2	WASF1	FABP7	RPL32P16	PNLDC1	SLC22A2	AFDN-DT	FAM220A	FCF1P1	JAZF1-AS1	CPVL-AS1	NEUROD6	DPY19L2P4	NYAP1	WASL-DT	RN7SL481P	ZNF746	FABP5P3	ADAM32	PTPRD-AS1	AL162231.1	MUPP	ZNF883	ZFP37	MIR600HG	LINC00710	THNSL1	GPR158-AS1	GOLGA7B	SPRN	B4GALNT4	UBQLNL	LINC02699	AP001462.1	ABCG4	VPS26B	B3GAT1	CCDC77	PHC1	ATF7-NPFF	INHBE	RNU6ATAC42P	CSRP2	PPP1R12A-AS1	LINC01498	RPS11P5	GSX1	LINC02306	FOXG1	SCG5-AS1	JMJD7-PLA2G4B	THSD4-AS1	EFL1P1	PKD1	AC106820.5	GLIS2-AS1	SBK1	FBXL19	AC106779.1	LINC01081	TRPV1	ALOXE3	CDK5R1	LRRC37A11P	NEUROD2	HCRT	FAM171A2	NXPH3	EEF1DP7	RN7SL735P	MCRIP1	SLC14A2-AS1	DOHH	TRAPPC5	DHPS	NFIX	ABHD8	ANO8	RAB3A	LPAR2	SLC7A10	ARHGAP33	LINC01534	GGN	RAB4B-EGLN2	GNG8	LMTK3	IL11	PROKR2	MRAP-AS1	ANKRD62P1-PARP4P3	PI4KAP2	RASL10A	RFPL1S	Z94160.1	SEPTIN3	SCUBE1	PANX2	RPL23AP82	TAF7L	MTCO1P19	PPP1R12BP1
DESCARTES_MAIN_FETAL_BRONCHIOLAR_AND_ALVEOLAR_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_BRONCHIOLAR_AND_ALVEOLAR_EPITHELIAL_CELLS	FAM41C	CHIA	SFTPB	ACOXL	ESYT3	ETV5	LINC02026	BMP3	NDNF	SMARCA5	GUSBP5	AC107223.1	IRX2	IRX1	NT5ELP	LINC01335	LINC01331	AGER	ROS1	TSPAN13	AC005165.1	LINC01393	SFTPC	BAMBI	SFTPA1	C10orf90	PRR13P2	WIF1	CPM	LMO7DN	LMO7DN-IT1	SLC10A2	ATP11A	ATP11A-AS1	PTCSC3	MBIP	SFTA3	NKX2-1	NKX2-1-AS1	LINC02277	NPC2	GOLGA8B	DAPK2	CLDN6	HAS3	AP001094.3	CABLES1	CRLF1	KCNJ15	SUSD2
DESCARTES_MAIN_FETAL_MESANGIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_MESANGIAL_CELLS	REN	KIF26B	GRASLND	RN7SL832P	LINC01797	LINC01799	HOXD10	CLDN11	SULT1E1	RNU6ATAC31P	TRERF1	PTK7	METTL24	MOXD1	TARID	TEX15	CCN4	GNA14	TMTC1	PRICKLE1	ALX1	FLRT2	LINC00924	NR2F2-AS1	FOXL1	LINC01842	DACT3-AS1
DESCARTES_MAIN_FETAL_ENS_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_ENS_NEURONS	OPRD1	CELF3	RGSL1	TLX2	LINC01238	MYH15	IQCJ	LINC02495	PHOX2B-AS1	TNPO1	LIX1	HMGN1P14	NRG2	PCDHA13	DPYSL3	HTR4	NRSN1	SMIM28	VIP	ETV1	TNS3	NAMA	GARNL3	HMX2	LINC02641	DLG2-AS2	HTR3B	RPL10P13	NOS1	GPC6-AS2	HEATR5A	EML5	GPR176	LTK	ZNF843	CNGB1	HOXB4	HOXB5	DTD1-AS1	GRK3	PPEF1	FGF13
DESCARTES_MAIN_FETAL_EXTRAVILLOUS_TROPHOBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_EXTRAVILLOUS_TROPHOBLASTS	KLHL17	ISG15	AADACL3	FAM43B	ASAP3	FOXJ3	CLDN19	P3H1	PTPRF	SLC25A24P1	EFNA1	ATP1A4	QSOX1	PCAT6	OPN3	WDR64	MYCNUT	MYCNOS	KCNK12	GKN1	SEMA4C	MGAT5	CHPF	CXCR6	SHISA5	FLNB	FSTL1	SLC12A8	MRPL42P6	FNDC3B	TNFSF10	LINC02068	IL1RAP	GCNT1P3	AFAP1-AS1	AFAP1	GPR78	FGFBP1	TRIM60	DDX60L	HPGD	HEXB	GPR150	LVRN	FAT2	ADAM19	LINC01951	N4BP3	FAM50B	HCG4	HLA-G	ADGRF4	CTAGE9	CYP51A1P3	NOX3	EGFR-AS1	SERPINE1	PLOD3	KLRG2	EXTL3	HTRA4	LY6K	CERCAM	PTGES	ITGB1	TCF7L2	RPS15AP30	ASCL2	CDKN1C	TEAD1	FADS3	PLET1	MFAP5	GALNT6	KRT7	KRT8	KRT18	AC079313.2	ITGA5	GTSF1	TAC3	GLIPR1	GCN1	PXN	FLT1	LINC00330	MED4-AS1	ITM2B	CLN5	RN7SL810P	MBNL2	ISM2	DIO2	FBN1	CD276	TMED3	PRSS8	MMP15	KRT16P6	NOS2	CORO6	NOG	WIPI1	GAA	PYCR1	ASPSCR1	CHMP1B-AS1	DSG2-AS1	FSTL3	TLE6	ANKRD24	EBI3	CCNE1	PVR	IGFL2-AS1	AC011487.2	LAIR2	HM13-AS1	RPN2	SNAI1	SLCO4A1	ARFGAP1	DUXAP8	CSF2RB	IL2RB	C1QTNF6	ELF4	HMGB3
DESCARTES_MAIN_FETAL_SQUAMOUS_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_SQUAMOUS_EPITHELIAL_CELLS	PLEKHN1	GRHL3-AS1	GRHL3	SFN	GJB5	CLCA2	CLCA4	GBP6	GBP1P1	BCAS2	DENND2C	BNIPL	CRNN	CRCT1	SPRR1A	SPRR3	SPRR2D	SPRR2A	SPRR2E	PGLYRP4	S100A2	S100A14	NECTIN4-AS1	PKP1	SOX13	IRF6	CAPN14	EDAR	IL36RN	LINC01889	HEBP2P1	UGT1A6	FAM3D-AS1	B4GALT4-AS1	CSTA	LINC02006	TIPARP	TMPRSS11D	TMPRSS11A	TMPRSS11F	TMPRSS11BNL	TMPRSS11B	MT2P1	TMPRSS11E	SERBP1P5	ADH7	PART1	PITX1	C5orf66	C5orf66-AS1	SPINK5	THOC3	DSP	H1-2	H2BC4	RNF39	MUC21	CRISP3	AL033384.1	RALA	GTF2IP7	MYH16	AC083973.1	MAL2	MAL2-AS1	GSDMC	LY6D	SLC28A3	FOXE1	CYSRT1	CALML3-AS1	LINC02672	SLK	TMEM80	LINC01499	CTNND1	KCNK7	FOSL1	TMPRSS4	NECTIN1	TRIM29	A2ML1	STYK1	KRT80	KRT6B	KRT6C	KRT6A	KRT78	MIR616	GLTP	LINC00393	RNASE7	AC016266.1	DUOXA1	DUOX1	C15orf48	RHCG	PRSS27	GAN	AC009123.1	RNF222	NTN1	EVPLL	RAPGEFL1	KRT15	KRT14	KRT16	KRT17	JUP	ZNF750	DSG3	SERPINB5	SERPINB13	SERPINB11	SERPINB10	FUT3	ZNF812P	ITGB1P1	EPHX3	NCCRP1	LYPD3	PHLDB3	KLC3	FAM83C	CSTB	APOBEC3B	PIGA	SRPX2	ZNF185
DESCARTES_MAIN_FETAL_DUCTAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_DUCTAL_CELLS	HES4	KLHDC7A	IFFO2	GPR3	CITED4	GSTM3	ATP1A1	ANXA9	ADORA1	LEFTY1	CYS1	LINC01829	ANXA4	GMCL1	SUCLG1	SCTR	CHDH	FGFR3	SLC4A4	ART3	ADAMTS16	ZBED3	ID4	GMNN	CCN2	PRKAR1B-AS2	CFTR	GSTK1	MNX1	MNX1-AS2	GS1-24F4.2	HEY1	CALB1	PUF60	KIF12	TMEM141	TMEM72	OGDHL	FAM245A	HHEX	SFRP5	CALHM3	NEURL1-AS1	NEURL1	RASSF7	OR5G5P	AP002001.1	FXYD2	FBXO21	CLDN10	LINC01220	VASH1-AS1	AC022613.1	LINC00514	CLDN9	HSD3B7	PPP1R1B	RNU6-287P	ACBD4	ROCR	LINC01152	H3-3B	CBX3P2	MPND	NRTN	ISYNA1	LZTS3	SALL4	LRRC75B
DESCARTES_MAIN_FETAL_THYMIC_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_THYMIC_EPITHELIAL_CELLS	AL390719.1	RNU6ATAC27P	RAB42	BMP8A	TYW3	NSRP1P1	HSPE1P25	DIPK1A	RBM15-AS1	MOV10	SYCP1	LINC01780	FAM163A	PDC-AS1	MIR205HG	LINC01693	FLVCR1	PGBD2	LINC01250	TRAPPC12	DCDC2C	RPS26P18	DDX50P1	RMDN2-AS1	CYP1B1-AS1	ATL2	RNU6-137P	MTFR2P1	M1AP	KCNIP3	NEURL3	TMEM131	MRPS9-AS2	RGPD3	SH3RF3	GLI2	RNY4P7	POTEKP	PKP4-AS1	LY75	SNORD11	PIKFYVE	SPAG16-DT	FBXO36-IT1	RNU6-107P	SAG	PASK	D2HGDH	LINC01980	RBMS3-AS3	VPS26BP1	UBA7	MST1R	PARP3	ZBED2	AC078785.1	QTRT2	C3orf22	LINC02016	TMEM108-AS1	GRK7	UBXN7-AS1	RN7SL589P	C4orf50	ENPP7P10	KLF3-AS1	APBB2	NPFFR2	NFKB1	INTS12	GSTCD-AS1	SETP12	AC106865.1	LINC02427	LINC02436	SLC9A3-AS1	AC124852.1	LINC02213	AC010491.1	OXCT1	C5orf34-AS1	LINC01033	IL31RA	SMIM15-AS1	UTP15	LINC01337	IRF1-AS1	ATP10B	SLIT3	RNU6-705P	LINC01600	SLC22A23	AL033523.1	GPLD1	PRSS16	ZBED9	ZNRD1ASP	HLA-DRB9	PXT1	FRS3	GUCA1B	CUL9	NPM1P37	COL19A1	LINC02541	UST	PDCL3P5	SYNE1	FRMD1	PRKAR1B-AS1	RBAK-RBAKDN	GTF2IP4	SPDYE12P	GTF2IRD2B	PEX1	RPS3AP29	CYP3A4	ZCWPW1	MUC12-AS1	CUX1	ARMC10	KIAA1549	CLEC2L	RPL23AP53	DEFA3	FAM66A	RPS3AP34	LINC01605	RNU6-323P	NSMAF	NPM1P6	LINC02235	TRMT12	PLGRKT	RIC1	CCDC171	DDX58	APTX	TCEA1P4	CNTNAP3	EEF1DP2	CTSV	SLC46A2	COL27A1	KYAT1	NALT1	C8G	SUV39H2	TBATA	RPSAP6	SFTPA2	LIPJ	ANKRD22	FAS	VWA2	ABRAXAS2	MGMT	MTG1	ANO9	RASSF10-DT	LGR4-AS1	DDB2	MAJIN	AP002748.4	FAM118B	TP53AIP1	SNX19	GLB1L3	C1RL-AS1	CLEC1A	ETNK1	AC087235.2	LINC02388	C12orf56	LINC02356	LINC00173	GJB6	RPS7P10	EEF1A1P3	TUSC8	MRPS31P4	LINC00559	DNAJC3-DT	MCF2L	PSMB11	NUBPL	LINC01500	GPHN	FAM71D	PLEK2	EXOC3L4	STARD9	TBC1D2B	ADAMTS17	NUBP2	DNASE1L2	ABCA3	KREMEN2	RMI2	NPIPB2	RPS23P6	MRTFB	RNU6-196P	MFSD13B	GGA2	EARS2	AC018845.3	CDH3	FTLP14	AC092115.3	AC009060.1	ARLNC1	AC040169.1	AC116552.1	NXN	SMG6	ALOX12P2	NEURL4	USP32P1	FBXW10	SNORD3B-1	MTND1P14	SLC47A1P2	SLC46A1	FOXN1	SLFN12	RDM1P5	PLXDC1	RNU7-115P	LINC01482	NARF-IT1	MTCL1	KIAA0895LP1	DSG1-AS1	ICAM5	TYK2	RTBDN	TMEM221	ARMC6	TDRD12	THAP8	IGFL2	BICRA	NTF4	SIGLEC10-AS1	ZNF649-AS1	ZNF614	COX6B2	ZNF418	BANF2	PAX1	GHRH	PTPRT	NEURL2	PLTP	EYA2	LINC01273	LINC01271	BCAS4	AC005808.1	PDE9A-AS1	LINC00313	CLTCL1	C22orf31	PIK3IP1-DT	RTCB	CACNA1I	LINC01644	FAAH2	RPA4	DRP2	GLRA4	IRS4	GUCY2F	LHFPL1	PNCK	TAZ
DESCARTES_MAIN_FETAL_PDE1C_ACSM3_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_PDE1C_ACSM3_POSITIVE_CELLS	MIR200B	TNFRSF14-AS1	CLCNKB	MDS2	LIN28A	PPIEL	RLF	ATPAF1	C1orf185	YIPF1	MYSM1	SRSF11	CNN3-DT	SEC63P1	ST7L	WARS2	VPS45	UBAP2L	INSRR	TADA1	FMO6P	RABGAP1L-IT1	TNN	CDC73	LINC01136	HHAT	RPS6KC1	HHIPL2	TAF1A	AIDA	CNIH3	SDE2	STUM	PSEN2	SNORA80B	DNAJC27	ZNF512	LINC01460	HNRNPLL	CHAC2	LINC01800	GCFC2	SH2D6	CNNM3	SULT1C4	TFCP2L1	CCNT2	DARS1-AS1	CCDC148-AS1	INO80D	SLC23A3	TRNT1	THRB-IT1	RBMS3-AS2	RPL21P135	ZNF660	ZDHHC3	LIMD1-AS1	PTPN23	FBXW12	USP19	STIMATE-MUSTN1	SLMAP	FOXP1	FOXP1-IT1	C3orf52	ZBTB20-AS5	RAB43	H1-10-AS1	COL6A4P2	DBR1	PHC3	RPL22L1	KLHL24	TRA2B	AC072022.1	LSG1	MUC20-OT1	ZNF876P	FAM53A	CLNK	LINC02261	RASSF6	PARM1	HELQ	STPG2	LSM6	C4orf45	ZDHHC11B	BRD9	CTD-3080P12.3	ZNF622	LINC02241	MTMR12	ZFR	AMACR	DDX4	TRAPPC13	EEF1B2P2	GUSBP3	THBS4-AS1	SERINC5	ARSK	LINC01340	PTMAP2	ANKHD1	SRA1	RARS1	FOXI1	ZNF346-IT1	DUSP22	SOX4	H1-4	ZNF165	ZNF311	ILRUN	SRSF3	TAF8	CDC5L	CD2AP	AL109918.1	MANEA-DT	USP45	PDSS2	HSF2	TRMT11	L3MBTL3	PEX7	KATNA1	HSPA8P15	CLDN20	USP42	MIOS-DT	STK31	SPDYE1	SUN3	TVP23CP1	LMTK2	RPS3AP26	ZSCAN21	SLC12A9-AS1	ORC5	RINT1	TNPO3	DGKI	ATP6V0A4	TMEM213	RAB19	ARHGEF35	ZNF212	PTPRN2-AS1	ADAM7	ELP3	ADAM2	TERF1	ATP6V0D2	VIRMA	MED30	SNTB1	EXOSC4	MFSD3	COMMD5	RNU6-1327P	TTC39B	EXOSC3	FRG1JP	MAMDC2	RPL24P8	CARNMT1-AS1	TUT7	ZNF484	STX17	ZBTB26	GOLGA1	SLC25A25	ADAMTSL2	ITGB1-DT	FAM21EP	ECD	PPP3CB-AS1	ZNF503-AS2	ADIRF-AS1	LINC00865	CCNJ	RPS15AP29	WDR11	FAM53B	CYP2E1	SIRT3	KCNQ1-AS1	ASCL3	ALKBH3	CPSF7	RN7SL23P	CSKMT	VPS51	AP5B1	FZD4-DT	NOX4	SCARNA9	MED17	AP001830.1	BUD13	FXYD6-FXYD2	MPZL3	ZNF202	ST14	B3GAT1-DT	MIR200CHG	CLEC4C	TAS2R30	GPRC5D-AS1	KANSL2	SMUG1	FGD6	CASC18	SART3	ALKBH2	MYO1H	TRPV4	MAPKAPK5	DHX37	MTIF3	STARD13-IT1	ELF1	DIS3	GGACT	PIP4P1	RIPK3	AL049830.3	PSMC6	ESR2	COX16	RPL22P2	SLIRP	OTUB2	CCNK	WDR25	NDUFB4P11	BRF1	HERC2P10	LINC01852	RTF1	AC036103.1	LRRC57	CDAN1	LACTB	SLC24A1	ARIH1	MAN2C1	ST20-MTHFS	CEMIP	NMB	HMGN1P38	CHD2	CERS3	JMJD8	AC009065.2	BRICD5	MMP25-AS1	ZNF205	TIGD7	CREBBP	ACSM3	RNU6-944P	SMG1P5	CTF1	PDXDC2P	DDX19B	IST1	PLCG2	RN7SKP176	SPATA2L	TCF25	RN7SL105P	SLC16A11	TMEM256-PLSCR3	POLR2A	PER1	MFSD6L	ALDH3A1	LYRM9	LRRC37BP1	STAC2	MIEN1	SP2	EFCAB3	MAP2K6	ARMC7	RAB40B	AP001033.1	IMPA2	ZNF397	LINC01901	KCNG2	PET100	FBN3	ZNF558	C3P1	TSPAN16	ZNF441	GCDH	BRME1	HAUS8	RFXANK	ZNF85	LINC01858	POP4	UBA2	LIN37	CCDC97	PINLYP	PRRG2	ZNF350	ZNF480	ZNF578	TMEM150B	ZNF784	ZNF667	ZNF776	ZNF329	ZNF274	PLCB4	C20orf203	DLGAP4-AS1	TGIF2-RAB5IF	ZSWIM1	ELMO2	PEDS1	DPM1	STX16-NPEPL1	OSBPL2	GMEB2	RWDD2B	BRWD1-IT1	GNB1L	TRMT2A	TOP3B	BCRP3	CRYBB2P1	MORC2	INPP5J	SGSM3	TRAPPC2	CTPS2	RBM10	GRIPAP1	GSPT2	WNK3	TRMT2B-AS1	RPL36A-HNRNPH2	KIAA1210
DESCARTES_MAIN_FETAL_CILIATED_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_CILIATED_EPITHELIAL_CELLS	TTLL10	CFAP74	MORN1	TTC34	TPRG1L	TP73	LNCTAM34A	CENPS	C1orf158	FHAD1	CROCC	UBXN10	STPG1	UBXN11	NUDC	CD164L2	DCDC2B	TEKT2	ADPRS	OSCP1	DNALI1	MYCBP	ZMYND12	CCDC30	FAM183A	CCDC24	ARMH1	TCTEX1D4	CCDC17	TSPAN1	KNCN	LDLRAD1	C1orf87	TCTEX1D1	DNAI4	C1orf141	LINC01707	ERICH3	ERICH3-AS1	DNAI3	ODF2L	AC092802.1	LINC01708	C1orf194	PIFO	HIPK1	LINC01765	SPAG17	RIIAD1	C1orf189	THBS3-AS1	LRRC71	VSIG8	CFAP45	KLHDC9	UFC1	CFAP126	CCDC190	CCDC181	MROH9	SLC9C2	ANKRD45	APOBEC4	SERTAD4-AS1	SPATA17	ACBD3-AS1	EFCAB2	MIR7515HG	C2orf50	WDR35	DRC1	FAM166C	MAPRE3	IFT172	TOGARAM2	DPY30	MORN2	BCYRN1	C2orf73	CLHC1	CFAP36	KIAA1841	WDR92	WDR54	DNAH6	TEKT4	VWA3B	CRACDL	TSGA10	TBC1D8	CCDC138	NPHP1	RABL2A	CFAP221	CCDC74B	CCDC74A	MAP3K19	STAM2	TTC21B	BBS5	CCDC173	TTC30B	TTC30A	OSBPL6	DUSP19	DNAH7	E2F3P2	ANKRD44-AS1	KIAA2012	MDH1B	SPAG16	CATIP	CFAP65	GLB1L	TUBA4B	DAW1	FBXO36	IQCA1	TRAF3IP1	ANKMY1	CROCC2	CNTN4-AS1	SRGAP3-AS2	EFHB	NEK10	DLEC1	TTC21A	ULK4	CCDC13	KIF9	P4HTM	DALRD3	CDHR4	ZMYND10-AS1	DNAH1	NEK4	ASB14	DNAH12	CFAP20DC	SYNPR-AS1	SNTN	IFT57	HHLA2	DZIP3	CFAP44	CFAP44-AS1	CCDC191	CFAP91	CFAP100	CFAP92	RPL32P3	EFCAB12	IFT122	NEK11	DZIP1L	NME9	ANKUB1	ERICH6-AS1	LEKR1	ZBBX	WDR49	LRRC34	TMEM212	CCDC39-AS1	LINC02031	CLDN16	DYNLT2B	TM4SF19-DYNLT2B	IQCG	LMLN	CFAP99	CCDC96	CC2D2A	PACRGL	DTHD1	WDR19	LINC02265	CHRNA9	NSUN7	SPATA18	UGT2B17	FAM47E	CFAP299	CDS1	RN7SKP96	ARHGEF38	SGMS2	PRSS12	CEP170P1	BBS12	MGAT4D	TTC29	MAP9	SPATA4	LRP2BP	C4orf47	ZDHHC11	C5orf49	MTRR	ROPN1L	LINC01513	DNAH5	AC025181.2	TTC23L	RPL21P54	SPEF2	CAPSL	CDC20B	CCNO	LINC02057	LINC02056	WDR41	KIAA0825	FAM81B	FAM174A	TMEM232	ZNF474	AC010255.2	C5orf15	NME5	IK	SCGB3A2	C5orf46	SOX30	FABP6	FABP6-AS1	C6orf201	C6orf52	STMND1	LNC-LBCS	ARMH2	ZNF204P	ZNF391	HCG14	SAPCD1-AS1	SLC44A4	TCP11	TREM1	LRRC73	RSPH9	TCTE1	SPATS1	ANKRD66	CRISP2	EFHC1	EEF1B2P5	HMGN3	LCA5	GJB7	CFAP206	ARMC2	PPIL6	SMPD2	AK9	FAM229B	RSPH4A	VNN3	LINC00271	ECT2L	ADGB	CCDC170	DYNLT1	RSPH3	PACRG	PACRG-AS3	C6orf118	PRR18	IQCE	RSPH10B	RSPH10B2	AC013470.2	AGR3	RAD17P1	AC004130.2	DNAH11	MINDY4	C7orf57	ABCA13	METTL27	TMEM270	CCDC146	SRI	CFAP69	AKAP9	IFT22	LRWD1	FBXL13	EFCAB10	CDHR3	LINC01392	IQUB	LRGUK	TTC26	WDR86-AS1	RNF32	DYNC2I1	PCM1	NAT1	INTS10	LINC00589	EFCAB1	RB1CC1	TMEM68	PPP1R42	CSPP1	LINC02605	TMEM67	C8orf37-AS1	RGS22	SPAG1	LRRC6	MAPK15	IQANK1	ARHGAP39	RFX3	SPATA6L	IFT74	C9orf24	DNAI1	SPAG8	C9orf135	KIF27	LINC00475	CCDC180	SMC2-AS1	ABITRAM	LRRC37A5P	C9orf43	MORN5	WDR38	CFAP157	TTC16	COQ4	DYNC2I2	CFAP77	AK8	SPACA9	BRD3OS	C9orf116	TUBB4B	FAM166A	CDNF	MEIG1	RPP38-DT	SPAG6	ARMC3	C10orf67	ENKUR	ARMC4	HNRNPF	ZNF487	FRMPD2	LRRC18	CABCOCO1	STOX1	CFAP70	DLG5-AS1	TMEM254	DYDC1	DYDC2	DPCD	C10orf95	CFAP43	CFAP58	LINC01435	ENO4	CASC2	FANK1	LRRC27	CFAP46	KNDC1	LRRC56	LMNTD2	CNGA4	ZNF214	STK33	CSRP3-AS1	DCDC1	HIPK3	LINC02696	MS4A8	PPP1R32	LRRC10B	PRDX5	ZNHIT2	PITPNM1	ALDH3B1	LRTOMT	DNAJB13	UVRAG-DT	ANKRD42	CCDC89	CCDC81	DEUP1	C11orf97	CEP126	CFAP300	DYNC2H1	BTG4	HOATZ	TTC12	DPAGT1	CCDC153	USP2-AS1	JHY	SPA17	TMEM218	GPR162	LRRC23	FAM86FP	PZP	PRH2	CFAP94	LMNTD1	CCDC65	AC125611.4	KCNH3	OR7E47P	PTGES3	GIHCG	LINC02231	CAPS2-AS1	CAPS2	TSPAN19	LRRIQ1	CEP290	PLEKHG7	CEP83	AC090001.1	CFAP54	GOLGA2P5	TTC41P	EEF1B2P4	IFT81	TCTN1	CFAP73	IQCD	DYNLL1	NRAV	UNC119B	MORN3	CFAP251	LRRC43	TCTN2	DNAH10	IFT88	MIPEPP3	MIPEP	RNF6	TEX26	HSPH1	CCNA1	STOML3	MRPS31	OR7E36P	FAM216B	NRAD1	RB1-DT	KCNRG	NEK5	LINC02300	TOGARAM1	DNAAF2	LRRC9	PPP1R36	DNAL1	BBOF1	IFT43	SAMD15	AHSA1	GON7	FAM181A-AS1	PPP4R4	AK7	AL163051.1	HSP90AA1	MOK	CLBA1	LINC02345	FSIP1	ELL3	C15orf65	DNAAF4	TEX9	MNS1	IQCH	AC027237.3	BBS4	CCDC33	NRG4	DNAJA4	SAXO2	WDR93	CIB1	TTLL13P	CRAT37	NHLRC4	CCDC78	HAGHL	C1QTNF8	IFT140	CLUAP1	C16orf71	AC099518.4	TMC5	RNU4-46P	CCP110	DNAH3	VWA3A	KATNIP	DOC2A	ZNF688	CCDC189	LINC01571	RPGRIP1L	CES1	DRC7	CFAP20	CCDC113	PRSS54	TPPP3	ZDHHC1	HYDIN	ZNF19	TMEM231P1	TMEM231	NUDT7	DYNLRB2	C16orf46	AC009119.1	DNAAF1	CIBAR2	GALNS	SPATA33	LINC02166	URAHP	C17orf97	AC087500.1	KIAA0753	TEKT1	WRAP53	DNAH2	CYB5D1	TMEM107	CFAP52	DNAH9	TEKT3	DRC3	B9D1	OMG	COPRS	SLFN13	KRT42P	TTC25	CCDC103	LRRC46	TTLL6	MKS1	LPO	DHX40	MARCHF10	PRR29	DNAI2	KIF19	SMIM6	FOXJ1	RNF157-AS1	CCDC40	LINC01970	CHST9	LINC01908	CCDC178	ZNF396	CFAP53	FBXO15	LINC01927	GRIN3B	PCSK4	TNFAIP8L1	CATSPERD	CAPS	RFX2	CTXN1	CCDC151	ZNF20	FBXW9	AC020911.2	C19orf44	NWD1	ZNF599	DMKN	PSENEN	POLR2I	B9D2	CCDC114	RUVBL2	FUZ	VRK3	AC010624.1	DNAAF3	HSPBP1	TMEM190	NAT14	ZSCAN18	RNA5SP473	ZNF584	ZNF132	CENPBD1P1	C20orf96	TGM3	SPEF1	ANKEF1	LINC01722	DZANK1	CFAP61	TTLL9	ERGIC3	IFT52	SYS1	WFDC6	EPPIN	C20orf85	OGFR-AS1	FNDC11	LKAAEAR1	CFAP298	SMIM34A	KCNE1	GET1	LCA5L	ZNF295-AS1	UMODL1-AS1	RSPH1	LINC01671	C21orf58	P2RX6P	LRRC74B	RSPH14	RAB36	C22orf15	DERL3	CCDC157	DUSP18	ANKRD54	FAM227A	CBY1	DNAL4	XPNPEP3	EP300-AS1	MCAT	EFCAB6	RIBC2	DENND6B	ODF3B	RABL2B	GEMIN8	CFAP47	HMGB1P16	AL606516.1	RPGR	RIBC1	FAM104B	DNAAF6	AKAP14	CCDC160	CETN2
DESCARTES_MAIN_FETAL_STC2_TLX1_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_STC2_TLX1_POSITIVE_CELLS	TNFRSF4	GPR88	ANGEL2	PGM5P4-AS1	RASL11B	CXCL6	SMIM43	AC145146.1	STC2	IFIT1	NKX2-3	KAZALD1	TLX1	HNRNPKP3	FBLN5	CETP	CCL11	PPM1N	KLK6	ADRA1D
DESCARTES_MAIN_FETAL_INTESTINAL_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_INTESTINAL_EPITHELIAL_CELLS	C1QTNF12	AGMAT	GUCA2A	CLCA1	LPGAT1	KHK	XDH	RNU6-439P	LBX2	LINC01594	LINC01123	LCT	VIL1	GPR35	C3orf35	C3orf85	RBP2	ZBTB38	SI	TMEM207	MELTF	FAM157A	LINC00955	GBA3	PRKG2	MTTP	PANCR	PRSS48	BTNL8	BTNL3	SLC17A4	TRIM15	TINAG	CYP2W1	MUC12	MOGAT3	SLC26A3	CLCN1	DEFA6	DEFA5	ANXA13	DGAT1	LCN15	SLC34A3	CUBN	MALRD1	ENTPD7	PDZD7	ACSL5	LHPP	NLRP6	MUC2	SLC5A12	RPLP0P2	ACY3	APOA4	PDZD3	FGF23	MYO1A	RNU6-36P	CDX2	URAD	MIR4307HG	LINC02323	STRC	WHAMM	SLC28A1	TPSG1	CA7	SLC13A2	TMIGD1	SPACA3	ANKRD40CL	FADS6	ENPP7	PVALEF	REEP6	PGPEP1	TM6SF2	ERICH4	IGSF23	CEACAM19	CBLC	CEACAM18	POFUT1	R3HDML	RBBP8NL	DNAJB7	XPNPEP2
DESCARTES_MAIN_FETAL_CCL19_CCL21_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_CCL19_CCL21_POSITIVE_CELLS	LINC01786	PARK7	MAP3K6	AHDC1	CCDC28B	SF3A3	HECTD3	CDC7	LINC01787	VCAM1	CSF1	ALX3	H2AC20	RAB13	KRTCAP2	ASH1L-AS1	PRRX1	RGS16	LINC01686	LINC01350	RPS27AP5	IGFN1	ZBED6	CR2	TP53BP2	JMJD4	C1orf35	TMEM18	RPL7P12	ZFP36L2	C1GALT1C1L	RPL27P6	CNRIP1	EIF2AK3-DT	LIPT1	FAM133DP	PJVK	PPIL3	KCNE4	LINC02610	HDAC4-AS1	ITPR1-DT	LINC00852	DAZL	CNOT10-AS1	HTD2	RIOX2	NFKBIZ	COL6A5	WWTR1-AS1	COMMD2	AC106707.1	MSANTD1	LAP3	CDC42P6	SHISA3	FDCSP	CCNI	CXCL13	TECRP1	AC096746.1	RPL5P12	ADH1B	IRF2-DT	NKD2	LINC02228	C7	RNU6-1330P	RPL7P23	RPS3AP21	HNRNPA0	EGR1	PCDHGA3	ATOX1	RPLP1P6	UBD	HLA-J	IER3	GPANK1	RPL35P2	VEGFA	NFKBIE	AL590428.1	PNRC1	RPL3P7	TNFAIP3	SLC22A3	HGC6.3	PSMB1	MICALL2	PSMG3	ZNF853	HOXA2	GARS1	FKBP9P1	KPNA2P2	CPSF4	FLJ40288	SEPTIN7P6	THAP5P1	ALG1L13P	ADAMDEC1	RPL10AP2	LINC02847	MSC	PI15	GDF6	AARD	DERL1	GLI4	MINCR	GRINA	WDR97	SMU1	IL11RA	PHF24	LERFS	NFIL3	BARX1	EIF4BP3	LPAR1	RPL10P3	SET	SPOUT1	HMCN2	AL161452.1	FBXW5	PTGDS	WAC-AS1	RASGEF1A	CXCL12	IFIT2	PI4K2A	NPM3	NFKB2	RPL17P36	RPL23AP65	AC116535.1	INTS5	HNRNPUL2	BAD	TMEM262	SCYL1	EFEMP2	C11orf68	SF3B2	RIN1	CTSF	MRGPRF	TPBGL	FUT4	TEX12	NRIP2	C1S	RBP5	RNU1-149P	TMPRSS12	AC023509.2	HOXC-AS1	AGAP2-AS1	SPIC	AC127164.1	ARL6IP4	P2RX2	ZNF140	PABPC3	CYP51A1P2	TNFSF11	LINC00562	UBAC2-AS1	ABHD13	NYNRIN	AL121603.2	NFKBIA	RPL13AP3	FOS	UBR7	IFI27L2	RPS8P10	SNORD116-30	TYRO3	FGF7	IGDCC4	LARP6	RPP25	SNX33	CTSH	ARPIN-AP3S2	AC015712.2	AC009065.4	ZNF500	NPIPA1	ATP2A1-AS1	CIAPIN1	LINC02126	HASPIN	SPNS2	GPS2	PLSCR3	FGF11	LINC00324	TLCD1	CCL2	RARA-AS1	FZD2	EFTUD2	LRRC37A17P	NME2	C17orf80	OTOP2	TRIM47	SOCS3	NPB	ANKRD29	AC068473.1	TCF3	SF3A2	GTF2F1	TNFSF9	ICAM1	RPL10P16	JUNB	STX10	JUND	LRP3	SCGB1B2P	TMEM147-AS1	SERTAD1	BCL3	RELB	NOP53	ZNF665	LENG1	ISOC2	ZNF17	VPS16	LINC00654	TRMT6	RBBP9	PDRG1	SNHG11	KCNK15	ZNF335	ZFP64	ZGPAT	LINC00310	LINC01311	SCARF2	MIF	PES1	SELENOM	RPL5P34	ADM2	TYMP	RAI2	YY2	FAM3C2P	KCND1	UBQLN2	SPIN2A	FAM155B	TENT5D	PABPC5
DESCARTES_MAIN_FETAL_CORNEAL_AND_CONJUNCTIVAL_EPITHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_CORNEAL_AND_CONJUNCTIVAL_EPITHELIAL_CELLS	PUSL1	LINC01770	MMEL1	AGTRAP	KDF1	MYCL	EXO5	TMEM125	DMAP1	CMPK1	FOXD2-AS1	DMRTA2	TACSTD2	GBP3	VTCN1	PEX11B	ANKRD35	LYSMD1	OAZ3	SPRR1B	S100A9	S100A8	RAB25	USP21	EEF1AKNMT	RNASEL	CHI3L1	PIGR	C1orf116	LINC01655	TLR5	EXOC8	SPRTN	ENO1P1	SUPT7L	OTX1	LINC00342	TMEM127	MALL	LINC01931	NR4A2	GALNT5	DHRS9	PHOSPHO2	FAM171B	NIF3L1	TIGD1	AC105760.1	AC110619.1	RNPEPL1	PRRT3	HDAC11	PP2D1	QARS1	SPCS1	RFT1	FAM3D	UPK1B	SLC15A2	DTX3L	ALG1L	COPG1	GPR87	RARRES1	AC008040.1	DNAJC19	SNORA81	MUC4	SLC34A2	RPS29P11	SRD5A3	CXCL8	CXCL1	TET2-AS1	TRAM1L1	ELMOD2	NACA3P	ZFP42	TPPP	NSUN2	CCL28	AGGF1	GGCTP1	SLC12A2	SKP1	IGIP	GABRP	BNIP1	NHP2	ZNF454	ZNF879	SERPINB1	LYRM4-AS1	NKAPL	MUC22	PBX2	B3GALT4	VNN2	NDUFS5P1	CCDC28A	LTV1	MTRF1L	GTF2H5	MRM2	POLR2J4	ABHD11	CLDN4	SEMA3E	STEAP4	ZSCAN25	POLR2J3	IRF5	ADCK2	NDUFB2-AS1	TMEM139-AS1	INSIG1-DT	NKX3-1	DCTN6	SDR16C5	RPL37P6	C8orf37	MRPL13	FAM83A	LYPD2	FAM83H	FBXL6	ZNF252P	PLPP6	CDKN2A	CDKN2B	BAG1	NOL6	KLF4	ATP6V1G1	TNFSF15	DELEC1	LCN2	ZDHHC12	CALML5	BMI1	ALOX5	SHLD2P1	DUSP5	CASP7	PLEKHS1	EDRF1-DT	TRIM22	CYP2R1	SAA1	ZDHHC13	BBOX1	SLC35C1	DTX4	VPS37C	TMEM216	TMEM258	PLAAT4	FIBP	RAB1B	RPS6KB2-AS1	FAM86C1P	LIPT2	CAPN5	MMP7	MPZL2	ITFG2-AS1	AC010186.2	RPL13AP20	H2AJ	GXYLT1	TWF1	AC025154.2	FAM186A	DAZAP2	NR4A1	KRT4	STAT2	TCHP	RNU4-1	HCAR2	LINC02361	GJB2	TM9SF2	METTL17	LRP10	BCL2L2	PSME2	C14orf28	RPL13AP2	LINC01269	JDP2	BATF	TMEM251	ASPG	HMGN2P5	EMC4	PPP1R14D	SPINT1	RHOV	JMJD7	PLA2G4F	RNU4-80P	RNU5A-1	COMMD4	MESP1	HS3ST6	NOXO1	ATP6V0C	ZG16B	PRSS22	LINC02194	CD2BP2	ZNF689	PHKG2	ZNF629	ARHGAP23P1	CAPNS2	CX3CL1	DHX38	CTU2	MNT	GGT6	MIS12	SLC16A13	TMEM11	MED24	KRT12	KRT39	AC067852.2	EFCAB15P	COIL	NUP85	SMIM5	SRP68	SYNGR2	DNAH17	TEPSIN	SEH1L	DSC3	DSG1	IER3IP1	AC016866.1	MIER2	CRB3	GPR108	MUC16	TIMM29	NR2F6	ATP13A1	ZNF681	U2AF1L4	ZNF793-AS1	SPINT2	NFKBIB	CYP2F1	CEACAM7	CEACAM6	ZNF526	CNFN	CXCL17	ZNF576	FUT2	C19orf73	FAM71E1	ZNF766	ZIK1	CHMP2A	SLC52A3	ESF1	SLC24A3-AS1	NXT1	NANP	SLPI	B4GALT5	SPATA2	RPL12P4	MHENCR	BACH1-IT3	CLDN8	UMODL1	TMEM191A	APOBEC3A	APOBEC3F	A4GALT	ZNF674	ZNF182	TSPAN6	TSC22D3	AL109946.1	RN7SL118P
DESCARTES_MAIN_FETAL_NEUROENDOCRINE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_NEUROENDOCRINE_CELLS	TAS1R3	PRORSD1P	FAR2P2	POTEI	POTEJ	FAR2P3	HES6	GHRLOS	NUDT16L2P	ACSL1	LINC02143	CTB-178M22.2	VWA7	RFX6	SLC35D3	CNKSR3	LFNG	SLC26A5	MBOAT4	ENTPD8	PKD2L1	CALCA	TPH1	PIP4K2C	ASCL1	LINC00390	SOX21-AS1	GAST	LINC02089	KCNH6	NPTX1	SEC11C	VMAC	ACSBG2	LINC01785	GPR42	FFAR2	CCNP	KLK12	KLK14	LINC00261	TFF3	USP41	HTR2C
DESCARTES_MAIN_FETAL_IGFBP1_DKK1_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_IGFBP1_DKK1_POSITIVE_CELLS	MXRA8	SPSB1	AADACL4	PLPP3	GBP1	DPYD-AS1	PALMD	PROK1	CHI3L2	RNVU1-6	CTSK	S100A3	PBXIP1	KIAA0040	LMOD1	ATP2B4	HSD11B1	LEFTY2	FAM89A	GREB1	GDF7	PCYOX1	IL1R1-AS1	IL1RL1	SH3RF3-AS1	TMEM37	PLAC9P1	TUBA3E	AOX1	GPBAR1	CATIP-AS1	HTR2B	OXTR	COL6A4P1	GASK1A	CYB561D2	WNT5A	TMEM45A	ABI3BP	FOXL2	RBP1	CHST2	IGSF10	RN7SL141P	LRRC15	ATP13A3	APOD	SPON2	LINC02600	ADRA2C	LINC02432	MIR4453HG	HAND2-AS1	TAS2R1	PRLR	PLPP1	F2R	PCDHGB6	PRL	CNR1	ENPP1	CITED2	ULBP1	MAP3K4-AS1	PAPOLB	POLR1F	MACC1-AS1	HOXA11	PRR15	SUMF2	CCL24	PILRA	SLC37A3	ASIC3	CHPF2	CRYGN	PDLIM2	SCARA5	OSGIN2	OSR2	GAS1	OMD	LINC00092	LINP1	LINC00707	DEPP1	DKK1	CARS1-AS1	CD82	UBE2L6	SERPING1	LRRN4CL	CD248	POLD4	P4HA3	TSKU	PGR	ANGPTL5	MMP27	THY1	THY1-AS1	ADAMTS15	A2MP1	LINC00987	CLEC2B	IGFBP6	MYG1-AS1	TMEM198B	MMP19	EPYC	LUM	DCN	FICD	TEX26-AS1	RGCC	CAB39L	MYO16-AS1	IRS2	ING1	LINC02281	SPTSSA	AL132639.2	LTBP2	B2M	LINC02349	CILP	ISLR	STARD5	VASN	MMP2	CRISPLD2	AC233723.1	ALOX15B	MAPK7	MFAP4	IGFBP4	IFI35	COPZ2	NFE2L1	ACE	C1QTNF1	EMILIN2	ANKRD30B	SLC39A6	TMX3	CFD	PIP5K1C	PODNL1	HSPB6	RRAS	SSC5D	ZNF416	A1BG-AS1	CPXM1	DEFB124	TGM2	SNX21	SULF2	LINC01270	ADAMTS1	ADAMTS5	MRPS6	RTL10	SYN3	APOL1	LGALS1	MOV10L1	MOSPD2	APOO	MAOB	NDP	LINC01204	CHST7	TIMP1	TCEAL4	TCEAL3	CHRDL1	MTND4LP1
DESCARTES_MAIN_FETAL_SLC26A4_PAEP_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_SLC26A4_PAEP_POSITIVE_CELLS	CCNL2	MRPL20	PRKCZ-AS1	RN7SL574P	NPHP4	ZBTB48	TMEM201	ANO7L1	CPLANE2	AUNIP	ZPLD2P	ZNF683	ZSCAN20	ZMYM1	ZC3H12A	KDM4A-AS1	TOE1	EFCAB14-AS1	ACADM	RPL7P9	VAV3-AS1	AKNAD1	GPR61	LRIG2	HSD3B2	LINC01719	FAM189B	KIRREL1-IT1	DEDD	DUSP12	PBX1-AS1	C1orf220	LINC00862	LEMD1-AS1	LINC00467	SNX25P1	GPATCH2	LYPLAL1-DT	RPSAP21	SLC4A1AP	BABAM2	WDR43	AHSA2P	VPS54	MAT2A	PTCD3	LYG1	IL1A	NIFK	SMPD4BP	HIBCH	HECW2-AS1	C2CD6	KANSL1L-AS1	GMPPA	EPHA4	UICLM	IL17RC	CIDECP1	ZNF385D-AS2	ACVR2B-AS1	AC099778.1	SPINK8	CACNA1D	SELENOK	PDE12	GBE1	ZBTB11-AS1	WDR5B	TPRA1	RNF7	LINC02046	RPL38P1	SIAH2	RNU6-681P	ACTL6A	LINC02036	LINC00887	SDHAP1	MAPK10-AS1	RNU6-1054P	MAD2L1	C4orf33	LINC00290	DCTD	EXOC3-AS1	NUP155	TMEM267	AMD1P3	DHX29	SREK1IP1	GTF2H2B	ANKRD31	POLK	TBCA	ATP6AP1L	LUCAT1	GIN1	SRP19	SRFBP1	TH2LCRR	PKD2L2	SNORD63	HARS2	PCDHGB4	LINC01947	SIMC1	LYRM4	CAGE1	ABT1	ZSCAN16-AS1	ZKSCAN4	CCHCR1	FKBPL	BAK1	BRPF3	SAYSD1	SDHAF4	GPRC6A	MED23	RMND1	SLC22A1	BRAT1	RP9P	GTF2IP13	TYW1	PMS2P4	STAG3L4	STAG3L1	PMS2P3	SNORA14A	TMEM120A	AC004980.1	PPP1R9A	STAG3L5P	IRS3P	SLC26A4	LSM8	LINC02476	ZBED6CL	AC027117.1	TNFRSF10C	HMBOX1-IT1	POMK	MRPS28	E2F5	RMDN1	CIBAR1	CCN3	PVT1	RNVU1-32	JRK	CYP11B2	LY6E-DT	SPATC1	LRRC14	SAXO1	FANCG	TRMT10B	SPTLC1	LINC02603	INVS	SHOC1	TMEM268	TPT1P9	PSMB7	ZBTB43	ASB6	TOR1A	SURF6	SURF2	TUBBP5	AL359878.1	CDC123	CACNB2	PRTFDC1	CREM	TMEM26	RN7SL220P	LINC00863	CEP55	SLC25A28	BORCS7-ASMT	RN7SL749P	NSMCE4A	SCART1	PNPLA2	TMEM9B-AS1	SBF2-AS1	FAR1-IT1	CALCB	TMEM86A	NAT10	APIP	TRAF6	LINC02745	ARFGAP2	SELENOH	CCDC86	SDHAF2	TMEM179B	LTO1	FADD	RPS29P19	AP000462.2	TLCD5	CD27-AS1	FAM90A1	PLEKHA5	PYROXD1	MUC19	DDN-AS1	ATF1	PHBP19	AMHR2	PAN2	DTX3	RXYLT1	LINC02410	POLR3B	MTERF2	PWP1	UNG	RAD9B	GTF2H3	NUFIP1	PPP1R2P4	PHF11	EMC9	DHRS1	CBLN3	PRPF39	RPS15AP3	KLHDC2	FNTB	COQ6	VRTN	LINC02296	PDCD6IPP2	ULK4P1	DPH6	KNSTRN	THAP10	UNC45A	LINC00923	EME2	ZNF597	CDIP1	ROGDI	TEKT5	NOMO2	SMG1P1	RABEP2	ZNF747	FBXL19-AS1	ITFG1-AS1	TENT4B	TRAPPC2L	VPS9D1-AS1	SPATA22	VMO1	DERL2	MED31	TVP23C	TRIM16L	SDF2	ERAL1	NSRP1	AC138207.2	AC116407.1	CCT6B	LIG3	RAD51D	KLHL11	HROB	RNU6-826P	RSAD1	RNU6-518P	TMEM105	TUBB8B	RPL6P27	ST8SIA5	SKA1	ELAC1	PHLPP1	ATP9B	REXO1	RANBP3	QTRT1	ZNF627	FAM32A	LINC01837	GPATCH1	LIPE-AS1	TOMM40	RNU6-611P	ZNF296	ZNF541	ZNF841	ZNF845	ZNF211	MRPS26	MCM8	BPIFB1	SPAG4	ACOT8	SLC35C2	GCNT7	MRGBP	SNORA80A	DNAJC28	AP000688.1	BRWD1-AS1	C2CD2	ABCG1	COMT	CCDC134	TRMU	SELENOO	PUDP	PHKA2-AS1	MAP3K15	ARAF	TBC1D25	GPKOW	KDM5C-IT1	USP51	RRAGB	PHKA1-AS1	PBDC1	SATL1	FRMPD3-AS1	MID2	FAM122C	SMIM10L2B-AS1	ZNF75D	ZNF449	SMIM10L2A	PNMA6F	FAM3A	DDX3Y
DESCARTES_MAIN_FETAL_STELLATE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_STELLATE_CELLS	RN7SL657P	NBPF3	ALPL	ECM1	COLEC11	ALLC	EHBP1	BMPR2	RBMS3	RPS12P5	PTH1R	LINC00698	ADAMTS9	RN7SL751P	AGTR1	MASP1	COL25A1	LINC00498	HHIP	RBM46	ADAMTS12	B3GNTL1P1	CLMAT3	ADRA1B	NEURL1B	ADAMTS2	ANKS1A	DAAM2	LINC02880	IGFBP3	AC011294.1	HGF	FBXO24	LAMB1	DENND2A	ARHGEF35-AS1	OR2A1-AS1	HMBOX1	COLEC10	CER1	ADAMTSL1	ADAMTS13	CCDC3	GRK5	IFITM10	INS-IGF2	SLC17A8	NR1H4	LINC02319	DIO3OS	DIO3	LINC01169	RPS2P44	HS3ST3B1	SEPTIN4-AS1	ABCA10	ROCK1P1	CCDC68	CCBE1	ANGPTL6	UPB1	RPS6KA6
DESCARTES_MAIN_FETAL_SKELETAL_MUSCLE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_SKELETAL_MUSCLE_CELLS	CALML6	TMEM52	TAS1R1	KLHL21	C1orf167	PADI2	MYOM3	SYNC	FHL3	UTP11	GPX7	MGC27382	PTGFR	AGL	SYPL2	AMPD1	TBX15	PDE4DIPP1	NES	CRABP2	CASQ1	C1orf105	PRDX6	CACNA1S	MYBPH	OBSCN	ACTA1	ACTN2	LINC00570	TRIM54	TMEM182	LINC01886	BIN1	LINC01854	NEB	ITGB6	XIRP2	KLHL41	TTN-AS1	TTN	MYL1	LANCL1-AS1	PRKAG3	DES	SPEG	CHRNG	EIF4E2	ASB18	KLHL30	LINC01266	LMCD1	CAV3	CAND2	KLHL40	LRTM1	LINC01209	FXR1	MAP6D1	MYL5	SLC49A3	FGFRL1	SGCB	FAM47E-STBD1	STPG2-AS1	C4orf54	DDIT4L	LINC00499	ASB5	PDLIM3	BTF3	RPS3AP20	CMYA5	MYOT	IL17B	TRIM7	IP6K3	DNAH8	APOBEC2	LINCMD1	KLHL31	TRDN	RNF217-AS1	TXLNB	FZD9	MYL10	PPP1R3A	MYOM2	PPDPFL	RPS20	JPH1	CA3	CA3-AS1	TPM2	FBP2	CAVIN4	TAL2	TMEM38B	ECPAS	AK1	OTUD1	GJD4	MRLN	MYPN	MYOZ1	DUSP13	LINC00595	TNNI2	TNNT3	PACSIN3	FAM180B	SMTNL1	PYGM	ACTN3	SLN	HSPB2	VWA5A	TEAD4	FGF6	DDN	MYL6B	STAC3	AC025419.1	LINC01479	BEST3	MYF6	MYBPC1	SGCG	METTL21C	CFL2	LINC02308	SNORD114-15	SNORD114-26	SNORD114-29	SNORD114-30	SNORD114-31	MEG9	CAPN3	ZNF106	FBXL22	AC016987.2	SRL	ATP2A1	MYLPF	PRSS53	TRIM72	ENO3	USP6	DHRS7C	MYH8	MYH1	MYH2	MYH3	CACNB1	SCN4A	CACNG1	LINC01497	SNHG16	PPP1R27	MIR133A1HG	ZNF556	PRKACA	TMEM38A	RYR1	AC008649.1	CKM	RTN2	DMPK	KCNA7	MYBPC2	MYLK2	BLCAP	TNNC2	PIEZO1P2	MIR1-1HG	RPL7P3	MAP3K7CL	DGCR6	FAM230G	KIAA1671-AS1	SHOX	ASB12	TCEAL7	KCNE5	ATP1B4	PRR32	ARHGAP36	LINC00629	FHL1	SRPK3
DESCARTES_MAIN_FETAL_PDE11A_FAM19A2_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_PDE11A_FAM19A2_POSITIVE_CELLS	GABRD	NEGR1-IT1	CCDC88A	ANKRD20A8P	CACNB4	PDE11A	API5P2	SH3BP4	FANCD2P2	ANKRD28	GALNT15	FILIP1L	TAGLN3	SNORA58	KCNAB1	RNU6-4P	SLIT2	SLIT2-IT1	MIR218-1	PCDH7	GABRA2	TMPRSS11GP	RASGEF1B	NPM1P41	MEGF10	PCDHA10	RN7SL68P	NSG2	AACSP1	RNU6-890P	POU6F2	C7orf25	PCLO	SEMA3A	AC005064.1	RELN	FEZF1-AS1	LINC01414	KCNB2	ANKRD20A7P	AL512625.1	ANKRD20A4P	LINC01501	DIRAS2	CSGALNACT2-DT	ERCC6	CHAT	HSPD1P13	RNU7-187P	IQSEC3	HMGB1P49	SCN8A	OSBPL9P4	PPFIA2	CABP1	CNMD	PCDH9	PCDH9-AS1	PCDH9-AS2	ARHGEF7-IT1	RNU6-8	DAAM1	LINC02259	RBFOX1	RNU7-99P	RNU6-457P	GRIN2A	AC099489.3	ADAMTS18	KRT17P1	HLF	KLHL14	SNAP25	PAK3	FRMD7
DESCARTES_MAIN_FETAL_HEPATOBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_HEPATOBLASTS	MFFP1	TMEM82	RN7SL583P	GBP7	LINC02607	DPYD-IT1	CCT8P1	RHBG	NR1I3	HSD17B7	AL023755.1	LINC01344	CFHR4	LINC01717	TDRD15	GCKR	ABCG5	NAT8	ACMSD	ABCB11	CPS1	SPP2	ITIH4	LINC02027	PLCXD2	HGD	HACD2	ALDH1L1	UROC1	THPO	SLC51A	BDH1	SLC2A9	KLB	CNGA1	UGT2B27P	LINC02499	LINC00616	KLKB1	F11	AGXT2	ACOT12	SLCO4C1	BPHL	SLC17A1	SLC17A2	SLC22A7	PTP4A1	LPAL2	AGMO	NPSR1-AS1	STEAP2-AS1	PON1	CYP3A43	AKR1D1	SLC39A14	NUGGC	DPYS	CASC19	RPS3AP54	FYTTD1P1	AL161630.1	ASS1	AKR1C1	PANK1	ABCC2	CPN1	GPAM	GAS2	CCDC73	GLYAT	GLYATL1	SLC22A24	SLC22A25	SLC22A9	PC	FOLH1B	APOA5	AP004147.1	PSMC1P9	SLCO1B3	SLCO1B7	SLCO1B1	GYS2	GLS2	HAL	HPD	CPB2	GPC5	PROZ	ANG	NKX2-8	LINC01146	LIPC	LIPC-AS1	ABCC6	ACSM2A	AC026462.3	MT1B	HPR	CA5A	SHBG	WNK4	AOC4P	G6PC	AFMID	LINC01900	LINC00907	MIR122HG	CAPN12	APOC1P1	APOC4	APOC2	A1BG	OXT	HAO1	SNAP25-AS1	RPL23AP6	BPIFB2	ACSS2	CBS	PFKFB1
DESCARTES_MAIN_FETAL_PHOTORECEPTOR_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_PHOTORECEPTOR_CELLS	PLCH2	CASZ1	FOXO6	ST3GAL3-AS1	PRKACB	SSX2IP	GNAT2	SLC6A17	SLC6A17-AS1	RXRG	RALGPS2	PDC	LEMD1	USH2A	AL160408.1	PCARE	FAM161A	CAPZA1P2	MPP4	MREG	GNAT1	PCBP4	PRICKLE2-AS1	LINC00994	PRICKLE2-AS3	ARL6	IMPG2	SAMD7	PDE6B	PCAT4	PTPN13	LRIT3	MARCHF1	ANKRD33B	EGFLAM	EGFLAM-AS4	AC112206.2	ADGRV1	GRM6	MAK	PACSIN1	TULP1	PRPH2	EYS	IMPG1	TMEM244	EPB41L2	PRKN	TRIM74	OPN1SW	C7orf33	VXN	KCNV2	FRMPD1	UNQ6494	LHX3	ATOH7	CDHR1	LRIT2	PDE6C	MPPED2	AC103855.2	ROM1	MTATP6P15	MTCO2P15	MTCO1P15	MTND2P26	MTND1P36	ANO2	GNB3	PDE6H	RNU6-1088P	AMER2	LINC00463	LINC00457	RCBTB1	LINC00458	RPGRIP1	NRL	TRIM9	TMX1	OTX2	SERINC4	LOXL1-AS1	CHRNB4	RPL18P11	AC106820.2	AIPL1	ATP1B2	RCVRN	RHBDL3	GNGT2	AC125421.1	NOL4	SNHG22	CSNK1G2-AS1	RAX2	ZNF30	CRX	PLA2G4C-AS1
DESCARTES_MAIN_FETAL_CLC_IL5RA_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_CLC_IL5RA_POSITIVE_CELLS	PANK4	C1orf174	MTFR1L	HMGN2	GPATCH3	MMACHC	CC2D1B	EEF1GP7	TTC4	HENMT1	RBM15	LAMTOR5-AS1	LAMTOR5	SF3B4	ZNF687	NDUFS2	TOMM40L	LRRC52-AS1	LINC01681	ACBD6	PTGS2	NSL1	LINC02869	MAP10	COA6	SF3B6	CRIPT	PCGF1	HK2-DT	USP39	ACTR1B	CCDC115	PLEKHA3	WDR75	CDK15	BCS1L	RNU2-22P	MSL3P1	IL5RA	CRELD1	MKRN2	EIF1B	LARS2-AS1	NICN1	C3orf18	PPM1M	FLNB-AS1	PSMD6-AS1	ZBTB20-AS1	ALDH1L1-AS2	MRPL3	RPL39P5	ANAPC13	NDUFB5	ALG3	SDHAP2	FBXO45	LINC02482	ZCCHC4	COMMD8	THAP9	HSD17B13	CYP2U1-AS1	GAR1	ADAD1	NDUFC1	FBXO8	SLC6A3	IRX4-AS1	C9	LINC01948	TMED7	CTXN3	MINAR2	LYRM7	WDR55	PCDHB6	LINC01844	IRGM	NOP16	PRELID1	LINC00847	MCUR1	ZSCAN16	DHX16	MICB	MLIP-AS1	LINC00680	LINC02549	TMEM30A-DT	SMIM8	COQ3	CENPW	TFAMP1	AC002480.1	RPL35P5	GTF2IRD1P1	SDHAF3	ING3	ZC3HC1	KDM7A-DT	AC105206.2	R3HCC1	PBK	BRF2	RN7SL308P	HMGB1P41	FLJ46284	AC103706.1	ZFP41	TIGD5	SHARPIN	SLC52A2	GPT	ZNF517	TOPORS	SPAAR	POLR1E	GNG10	ZBTB34	UCK1	TMEM250	ENTR1	PITRM1-AS1	ACBD5	ZNF32	ZNF22	AGAP10P	TMEM26-AS1	ADO	MRPS16	FRAT2	TRIM21	ARFIP2	MS4A3	PTGDR2	NXF1	SAC3D1	NAALADL1	DRAP1	ZDHHC24	LINC02701	TPCN2	DCUN1D5	LINC02552	RNF26	THYN1	DDX11-AS1	SCAT2	PPP1CC	CCDC63	TBX5-AS1	PGAM5	ZNF605	GTF3A	ATP5F1EP2	COX17P1	MRPS31P5	LIG4	PARP2	AL139353.2	LINC02324	AL359317.2	LINC01629	SNHG10	LINC00637	LINC02256	EIF2AK4	AC025043.1	HDC	GTF2A2	IMP3	TMC3-AS1	ZSCAN2	SNRPA1	POLR3K	SNRNP25	PAQR4	CNEP1R1	FBXL8	GCSH	GEMIN4	DBIL5P	CAMTA2	MIR497HG	ADPRM	ZNF18	MYOCD-AS1	PLD6	BECN1	PDK2	EPX	LINC01476	BIRC5	CEP131	PDE6G	AFG3L2	MEP1B	RPS3AP49	AC005775.1	POLRMT	PEAK3	PSPN	DAND5	CLEC4O	RN7SL823P	SLC5A5	AC005759.1	LINC01224	MAN1A2P1	ZNF302	TIMM50	CLC	BCKDHA	AC006213.2	STRN4	DBP	VSIG10L	ZNF615	ZNF415	NLRP12	ZNF304	TRAPPC2B	AC012313.8	UBOX5-AS1	SYS1-DBNDD2	FAM209A	TRPM2-AS	ESS2	MRPL40	THAP7-AS1	OSM	INE1	CCNB3	TRO	RPS23P8	RLIM	TNMD	TMSB15B	RHOXF1-AS1	CT55	VBP1
DESCARTES_MAIN_FETAL_RETINAL_PROGENITORS_AND_MULLER_GLIA	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_RETINAL_PROGENITORS_AND_MULLER_GLIA	HES5	UQCRHL	EPHB2	MIR3659HG	ILDR2	CRB1	OPTC	LHCGR	FBLN7	DAPL1	TNS1-AS1	PRSS56	RARB	ARHGEF26-AS1	ARHGEF26	LINC01994	FAM184B	KLHL8	PKD2	RN7SKP35	GATB	C5orf34	RNF180	LINC01621	OSTM1-AS1	NR2E1	NPVF	GRB10	POT1-AS1	CLVS1	MYBL1	ZHX2	RNU2-47P	CNTLN	MOB3B	LINC01508	NOTCH1	RTKN2	SORCS1	LGR4	GLYATL2	FOXN4	RPS27P25	RFC3	TMTC4	NALCN-AS1	ABHD12B	DDHD1	C14orf39	GABRG3	AC023355.1	TOX3	ADORA2B	AOC2	CASC17	LINC01387	RPL30P14	PWWP3A	VSTM2B	APCDD1L-DT	LINC00113	LINC01697	ADARB1	CECR3	PCYT1B
DESCARTES_MAIN_FETAL_LENS_FIBRE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_LENS_FIBRE_CELLS	UBR4	LINC02596	ELOA-AS1	PTPRU	RNU6-880P	FAAHP1	LINC01389	LRRC42	LRRC39	TMEM167B-DT	GJA8	GPR89B	H2BC18	LENEP	SLC25A44	HSPA6	SUCO	PRDX6-AS1	TEX35	PROX1-AS1	TGFB2-AS1	GPR137B	TPO	ADAM17	LPIN1	GACAT3	VIT	STPG4	RPL23AP32	DBIL5P2	PELI1	KDM3A	ST6GAL2-IT1	LINC01789	LINC01885	RPL23AP7	LYPD6	RPL17P13	LNPK	CRYGEP	CRYGD	CRYGC	CRYGB	CRYGA	RNF25	CRYBA2	LINC00471	TRPM8	LMCD1-AS1	IQSEC1	WNT7A	CMTM7	TMEM42	FHIT	LSAMP-AS1	LINC00903	TUSC7	LINC00901	RNU5E-8P	LINC02024	BFSP2	CLRN1	RNU4-38P	KCNMB2-AS1	CRYGS	P3H2	P3H2-AS1	UTS2B	LINC02028	RN7SL36P	CTBP1-DT	UCHL1-AS1	PARM1-AS1	ANK2-AS1	RNF175	TENM3-AS1	LINC02220	BASP1-AS1	BTF3-DT	BHMT	RN7SL378P	LINC01339	AC104123.1	MIR583HG	LINC02234	LINC01950	NREP-AS1	EPB41L4A	HMGB1P29	LINC01170	PCDHAC2	GRPEL2-AS1	ARHGEF37	TIGD6	CAMK2A	ARSI	SERPINB6	NHLRC1	MBOAT1	LY6G5B	CLIC5	DST-AS1	LGSN	AL357507.1	ME1	CYB5R4	BTBD10P2	CAHM	SEC61G-DT	DYNC1I1	LINC01004	NRCAM	FAM71F1	AC009275.1	AC006372.3	TDH	CHRNA2	FABP5	AC011773.4	ERICH5	AC090921.1	RNF139-AS1	LINC02851	SLC24A2	MIR31HG	NMRK1	AL390838.1	TDRD7	PALM2AKAP2	MEGF9	LRSAM1	PIP5KL1	KIAA1217	TLK2P2	BEND3P1	HERC4	RPS3AP38	STAMBPL1	DNMBP	DNMBP-AS1	CHUK	LINC02624	GUCY2GP	INPP5F	LINC01166	TSSC2	ZBED5-AS1	NAV2-AS1	FBXO3	LDLRAD3	SEC14L1P1	MALAT1	RN7SL12P	AP002490.1	LINC02720	RAB39A	FDXACB1	CRYAB	BCO2	LINC02763	TMPRSS5	NXPE2	LINC02367	C12orf60	ARNTL2	SMCO2	CAPRIN2	AC010198.1	TMEM117	TIMELESS	MIP	PRANCR	LINC02413	C12orf42	FAM222A-AS1	GJA3	HMGB1	RBM22P2	USPL1	SOHLH2	CCDC169	ALG5	LINC00392	ARGLU1	SOX1-OT	AL160314.2	MIR624	SRP54-AS1	MIPOL1	LINC00519	FBXO34	AL157911.1	HIF1A-AS3	SIPA1L1	DICER1-AS1	ZFYVE21	NBEAP1	DEPDC1P1	SPTBN5	STRCP1	SORD	SQOR	AC090515.2	SNX1	LCTL	ARID3B	RASGRF1	CPEB1	RNU6-1111P	H2AZ2P1	MSLNL	FLYWCH1	NAGPA-AS1	TMEM114	CARHSP1	LINC02177	PKD1P6-NPIPP1	KNOP1	DCTN5	LCMT1-AS1	LINC02141	HSF4	NOL3	MYO18A	TIAF1	CRYBA1	NFE2L1-DT	CPSF4L	RPL7P49	CARD14	NPLOC4	FN3KRP	ZSCAN30	CTIF	HMSD	AC011472.1	CCDC159	EPS15L1	LINC01529	SIPA1L3	ERVK9-11	PRX	LIM2	ZNF761	TPM3P9	NLRP13	AURKC	RSPO4	TGM6	BFSP1	FAM182A	EFCAB8	BPIFB4	GSS	RNU4-40P	RNU6-147P	LINC01429	LINC01440	FAM209B	MIR1-1HG-AS1	BIRC7	LIPI	LINC00158	RPL23P2	CRYBB3	CRYBB2	CRYBA4	SGSM3-AS1	CERK	AL118516.1	NHS	Z93022.1	ZNF674-AS1	HDAC6	TEX11	NXF5	COL4A6	TMLHE
DESCARTES_MAIN_FETAL_MESOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_MESOTHELIAL_CELLS	MEGF6	PODN	ADAMTSL4-AS1	LAMC2	EGOT	GADL1	PSAPL1	RN7SL101P	LINC02364	GFPT2	NSA2P7	MAP3K8	SFTPD	SFTPD-AS1	HDAC1P1	PDZRN4	RND1	RPL31P52	FGF9	BDKRB1	FENDRR	ALOX15	GLP2R	AC025809.1	KRTDAP	CA11	KLK10	HAS1	PLCB1	RPRD1B	NFATC2	MIR548XHG	RNU4-45P	C21orf62
DESCARTES_MAIN_FETAL_ELF3_AGBL2_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_ELF3_AGBL2_POSITIVE_CELLS	TP73-AS1	ZNF436-AS1	GJB4	PSMB2	ZNF691	RPS15AP11	POMGNT1	LINC00853	COA7	MRPL37	RNU6-125P	HIPK1-AS1	CRTC2	CDK18	SRP9	LINC01936	RMND5A	TBC1D8-AS1	LINC01191	ASIC4-AS1	LINC02832	DUSP28	ANO7	BRK1	PRSS46P	ACTR8	DENND6A-AS1	ZNF654	TRMT10C	MRAS	ST13P15	CPHL1P	TIPARP-AS1	LINC00881	B3GALNT1	GOLIM4	ZNF639	AC107294.2	RPL39L	SMCO1	NCBP2AS2	DOK7	FAM86EP	C4orf51	SNHG18	RPL26P19	SCAMP1-AS1	LINC02208	NPY6R	PFDN1	SLC35A4	PTTG1	RPL10P9	TRIM41	H3C12	ZFP57	AGPAT1	COL11A2	ILRUN-AS1	MTCH1	ZNF451-AS1	HMGB1P39	CDC40	IL20RA	TPT1P4	TMEM242	MPC1	CCZ1	PGAM2	GTF2IP5	AC005076.1	ATP5MF-PTCD1	TAF6	SMIM30	FAM180A	ASB10	PPP1R3B	AC090197.1	LSM1	MRPL15	COPS5	RBIS	PTP4A3	OPLAH	SMIM27	ARHGEF39	RBM18	CRAT	PPP1R26	PHPT1	PFKP-DT	LINC02660	ECHDC3	ZNF32-AS1	HNRNPH3	EIF5AL1	ANKRD2	BNIP3	TRIM68	RRP8	SAAL1	SPTY2D1OS	TIMM10	NUDT22	BANF1	RBM14	NUDT8	FTH1P16	TMEM126B	LINC02713	HYLS1	ACAD8	LINC02455	CACNA1C-IT3	EIF2S3B	LRRK2-DT	MCRS1	SDR9C7	RXYLT1-AS1	THAP2	BBS10	NUP37	LINC01405	LINC00400	MZT1	FGF14-AS2	GAS6-DT	PRMT5-AS1	TINF2	ARHGAP5-AS1	AKAP5	AC004846.1	ISCA2	AF111167.2	LINC02299	ATP5MPL	CDCA4	ZNF770	LCMT2	TRIM69	RNU6-94P	C15orf61	ULK3	COX5A	IDH3A	MRPS11	AC036108.1	LYSMD4	STUB1	GSPT1	ERCC4	GDE1	BCKDK	COX6A2	AKTIP	ZNF319	CSNK2A2	RRAD	MTHFSD	SLC2A4	YBX2	MTRNR2L1	SH3GL1P1	TUBG1	MRPL10	SNF8	KCNJ2-AS1	AC005837.1	METTL23	DCXR	AC132938.3	AC011491.1	NFILZ	CNN1	DDA1	MPV17L2	UQCRFS1	LINC01801	ZNF792	SCN1B	ALKBH6	SRRM5	RPL37P23	ZNF28	FIZ1	ZNF524	ZNF580	ZNF419	ZNF134	TMEM230	RNU6-228P	LINC00653	PYGB	TP53INP2	RNU6-1251P	AL031666.1	MOCS3	ANKRD20A18P	CCT8	TMEM50B	PSMG1	AATBC	HDHD5	RPS15AP38	TOMM22	DCAF8L2	CDK16	LINC01560	NUDT10	AMER1	TAF9B	RNF113A	AL121601.1	VMA21	FUNDC2
DESCARTES_MAIN_FETAL_INHIBITORY_INTERNEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_INHIBITORY_INTERNEURONS	AJAP1	DISP3	EPHA8	MYT1L-AS1	SLC30A3	GAD1	CHL1	KIT	UNC5C	NEUROG2	LINC02144	HCRTR2	FNDC1-IT1	MSRA	RNU6-729P	PRSS51	XKR4	BHLHE22	SH3GL2	PBX3	ADARB2-AS1	GAD2	SLC6A5	ROBO3	MGAT4C	ANO4	LHX5	SLC35F4	SKOR1	GLCE	CPLX4	CDH22
DESCARTES_MAIN_FETAL_LYMPHOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_LYMPHOID_CELLS	TNFRSF25	RUNX3	CD52	SHISAL2A	JAK1	IL23R	GBP5	DENND2D	CD160	SH2D2A	FCRL2	FCRL1	PYHIN1	SLAMF6	CD48	FCRLA	SH2D1B	XCL2	XCL1	FASLG	FCMR	CHRM3-AS2	LINC01871	IGKC	IL18RAP	CXCR4	CYTIP	STAT4	STK17B	CTLA4	SP110	SP140L	NMUR1	ARL4C	TIGIT	PARP15	GPR171	LINC02481	FGFBP2	TMEM156	TXK	STAP1	ENAM	JCHAIN	IL7R	GZMK	GZMA	GRK6	RIPOR2	BTN3A2	LTA	NCR3	GPSM3	PSMB8-AS1	TAGAP	CCR6	CARD11	TRGC2	TRGC1	STK17A	MYO1G	NCF1B	NCF1C	CPA5	GIMAP7	GIMAP2	BLK	LINC00861	PAX5	RPS10P3	LCN6	IL2RA	PRF1	GVINP1	CD5	SLC25A45	TBC1D10C	PTPRCAP	CXCR5	CRTAM	PARP11-AS1	CD27	KLRB1	CD69	KLRF1	KLRF2	KLRC4-KLRK1	KLRK1	KLRC1	LINC02446	ARHGDIB	LINC02422	IFITM3P6	PCED1B-AS1	KRT72	ITGB7	ESYT1	ARHGAP9	IFNG	USP30-AS1	RPS2P5	RHOF	GPR18	TRDC	GZMH	PTGDR	TCL1A	IGHG4	IGHGP	IGHG1	IGHG3	IGHD	IGHM	ISG20	AC109446.2	SNX29P1	CD19	CORO1A	CYLD	PSMB10	PFN1	SLFN12L	FMNL1	TBX21	LIMD2	CD79B	AC016168.2	CD7	RNF125	GZMM	S1PR4	MATK	RN7SL337P	NIBAN3	CD22	MAP4K1	CD79A	ARHGEF1	CD37	NOSIP	NKG7	KIR3DL1	NCR1	ZNF831	LIME1	VPREB1	IGLL5	IGLC3	IGLL1	RGL4	VPREB3	SH3BP1	APOBEC3C	APOBEC3H	CXCR3	GPR174	LINC00892
DESCARTES_MAIN_FETAL_ADRENOCORTICAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_ADRENOCORTICAL_CELLS	UTS2	CASP9	LINC01778	DHCR24	PTPRVP	LINC00298	PLB1	HSPD1	HSPE1	MOB4	INHA	LINC01807	SH3BP5-AS1	SH3BP5	SCAP	KLHDC8B	ALAS1	LINC01471	LINC02045	GNRHR	FAM198B-AS1	MSMO1	HMGCR	JAKMIP2	SPINK13	LINC01485	TNXA	CYP21A2	TNXB	GSTA12P	GSTA9P	GSTA4	LINC02539	RHBDD2	POR	STAR	LINC02237	GML	CYP11B1	DCAF10	WHRN	SVIL-AS1	SLC16A9	SNCG	PAPSS2	CYP17A1	DHCR7	AQP11	LINC02732	FDX1	GRAMD1B	SLC2A14	LINC01252	GNS	SCARB1	SLC46A3	CIDEB	RDH12	GALC	CYP11A1	OTOA	OGFOD1	BBS2	USB1	AGRP	CYB5B	OSGIN1	SLC47A1	SNORA59B	ALDH3A2	GRIN2C	FDXR	FOXK2	RNA5SP450	MC2R	NPC1	CLEC4GP1	LDLR	OR7A5	ZNF98	LIPE	SULT2A1	PPP2R1A	MRAP	NR0B1	AC091806.1	TBC1D8B	ZNF275
DESCARTES_MAIN_FETAL_MICROGLIA	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_MICROGLIA	SLC2A5	CAPZB	LINC01141	RNU7-29P	PTAFR	AZIN2	SMAP2	MKNK1	LRRC8C	FAM102B	LINC01768	TMIGD3	RAP1A	FCGR1B	SRGAP2C	LINC02798	SRGAP2B	PDE4DIPP3	PDE4DIPP7	FCGR1A	IL6R	FCGR2A	FCGR3A	CREG1	TNFSF18	LINC01645	NPL	LINC01736	RHOQ-AS1	ARHGAP25	MGAT4A	MAP4K4	NCK2	MERTK	RN7SL297P	NCKAP5-AS1	NCKAP5-AS2	SLC11A1	RN7SL32P	IRAK2	ATG7	CX3CR1	NCK1-DT	SLC9A9	P2RY13	P2RY12	SUCNR1	GNB4	B3GNT5	ST6GAL1	TLR1	TLR6	LINC01094	SPP1	HPGDS	SLC7A11-AS1	TMEM144	ANKH	LHFPL2	ST8SIA4	ADRB2	CSF1R	HAVCR2	AC008691.1	LY86	TNF	RPS10-NUDT3	TREM2	PAQR8	NPM1P10	MROCKI	STX7	IFNGR1	IPCEF1	DAGLB	MIOS	STEAP1B	ZNRF2	PDK4	GAL3ST4	DOCK4	DOCK4-AS1	EGR3	TNFRSF10D	ADAM28	DOCK8	MTCO1P11	LINC01235	TGFBR1	SNX30	TLR4	GSN-AS1	HMGA1P4	SFMBT2	COX6CP17	LINC02642	PLXDC2	APBB1IP	FAM238A	LRRC37A6P	MACORIS	ARHGAP12	RPL34P19	TMEM273	LNCAROD	EGR2	PALD1	SLC29A3	CH25H	LINC01375	SNRPD2P1	TBC1D12	ENTPD1	PTPRJ	AP000439.2	SLCO2B1	PANX1	MAML2	SORL1	LINC02712	TIGAR	C12orf4	LPAR5	OLR1	BHLHE41	ITPR2	FAR2	FMNL3	DIP2B	GPR84	APPL2	GPN3	ALOX5AP	RUBCNL	LRCH1	EDNRB-AS1	KCNK13	TM6SF1	MEF2A	LRRK1	CLEC19A	ACSM5	ITGAX	DPEP3	PLA2G15	RNU7-71P	ABR	RABEP1	ARHGAP27P1-BPTFP1-KPNA2P3	RHBDF2	CHORDC1P4	GAPLINC	RTTN	SOCS6	LINC01909	GNG7	LINC01480	CEACAM21	SIGLEC10	SIGLEC8	FPR1	LILRB4	PDYN-AS1	RIN2	NAA20	SYNDIG1	SAMSN1	TRPM2	IL17RA	LINC01664	AP1B1	CSF2RA	TLR7	GPR34	VSIG4	SH3BGRL	IL13RA1	GAB3
DESCARTES_MAIN_FETAL_ISLET_ENDOCRINE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_ISLET_ENDOCRINE_CELLS	C1orf127	FAM131C	CAMK2N1	HPCA	RAB3B	ERO1B	EGR4	ACVR1C	GCG	G6PC2	FEV	AC097468.1	PTPRN	ECEL1	CASR	VWA5B2	SST	NKX6-1	HADH	LINC02106	PCSK1	SCGN	HSPA1A	KCNK16	TBCC	SF3B5	RASA4CP	GCK	STX1A	PAX4	SLC30A8	MAFA	CACFD1	NSMF	SUV39H2-DT	NEUROG3	CALY	INS	KCNJ11	ABCC8	CNIH2	IAPP	PLUT	SYNDIG1L	SSTR5-AS1	SSTR5	RAB26	LINC02131	PABPN1L	ACLY	PPY	BTBD17	TTR	PLD3	SYNGR4	NKX2-2	NOL4L-DT	LINC01370	MAFB	GNAS	CCDC188	CABP7	C22orf42	ASB9	ARX	PCSK1N	RTL5
DESCARTES_MAIN_FETAL_AFP_ALB_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_AFP_ALB_POSITIVE_CELLS	MASP2	ALDH4A1	RPS15AP6	SRSF10	ZMYM4-AS1	AL606760.1	LINC01767	C8B	LINC02777	ANGPTL3	CRYZ	PTGES3P1	TMED5	NDUFA4P1	CYB561D1	CERS2	SERPINC1	CFHR1	FAM72A	C1orf229	NONOP2	RPS12P3	LINC00309	DQX1	TMEM150A	FABP1	TMEM177	CD302	LINC01124	H3P6	MAIP1	SNORC	CYP8B1	PRKAR2A-AS1	SLC38A3	ROPN1B	IL12A	AHSG	HRG	KNG1	UGT2B4	ALB	SOWAHB	ADH5	FGB	FGA	FGG	SELENOP	SLC23A1	F12	AL022097.1	ACOT13	LINC00951	MMUT	HMGB1P20	DDO	SMLR1	LINC02487	FIGNL1	AZGP1	ANKRD7	EXTL3-AS1	AC103760.1	RIDA	BAALC-AS2	AQP7	CCDC183	RNU7-12P	MBL2	RPL7AP50	LOXL4	SCD	PNLIP	SYCE1	NLRP14	FADS1	NDUFAF2P2	ETFBKMT	SPRYD4	GLIPR1L1	PEBP1	LINC02418	MIR320D1	ERICH6B	CYSLTR2	F7	LINC00640	RDH11	SLC10A1	GSTZ1	SERPINA1	SERPINA5	INO80E	MT1M	MT1F	MT1G	MT1X	PDF	TMEM97	VTN	ORMDL3	LINC02594	RBFADN	LRG1	CLEC4G	ANGPTL8	PGLYRP2	TMEM161A	SDHAF1	AC020928.1	BBC3	FTL	ATF5	FTLP3	CBR1	TSPEAR-AS2	DGCR11	DGCR6L	CBX7	FAM9A	FOXP3	ARL13A	TCEAL8	SERPINA7	IGSF1	DUSP9	TMEM187	PUDPP1
DESCARTES_MAIN_FETAL_SCHWANN_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_SCHWANN_CELLS	ANGPTL7	EXTL1	BMP8B	LINC00466	FOXD3	MPZ	DUTP6	C1orf198	SCN7A	ADAM23	CHL1-AS2	SEMA3G	GFRA3	COL28A1	GJC3	TMEM176A	PLAT	LINC01608	AQP7P1	LINC01505	OLFML2A	ENTPD2	LGI1	TECTB	MRGPRF-AS1	GPR83	NANOGP1	TSPAN11	DHH	HSPD1P4	GAS2L3	C12orf76	LINC00327	STARD13	EDNRB	RHBDF1	CTF2P	ASPA	PMP22	CNP	NGFR	AC006487.1	ABCA8	MIA	CADM4	PRNP	KIAA1755	S100B	SOX10	ITIH6	PLP1
DESCARTES_MAIN_FETAL_ACINAR_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_ACINAR_CELLS	FBXO2	CTRC	CELA2A	AKR7A3	RNF186	CELA3B	CELA3A	DIRAS3	BTG2	POMC	REG3G	REG1A	CPB1	SERPINI2	CCDC110	SPINK1	LMAN2	CLPS	AL109910.2	LINC01624	CPA2	CPA1	PRSS1	RARRES2	CEL	CELP	TPRN	PTF1A	SLC16A12	PNLIPRP1	CUZD1	GPHA2	PLBD1	ERP27	PLA2G1B	FREM2-AS1	SEL1L	DLK1	SCG5	MSRB1	NOMO1	MPV17L	GP2	AQP8	TBX6	MT1L	CTRL	TMED6	CTRB2	CTRB1	AC009078.2	ZC3H18	DPEP1	HEXD	KIRREL2	SYCN	KLK1	MATN4	RBPJL	MID1IP1	SSR4
DESCARTES_MAIN_FETAL_EPICARDIAL_FAT_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_EPICARDIAL_FAT_CELLS	TNFRSF8	PLA2G2A	S100A10	SPRR2B	ITLN1	PRG4	KCNT2	RAB6D	CCNYL1	LINC00607	CCDC80	BCHE	BST1	EPGN	ANXA3	NPNT	RN7SL689P	GUCA1A	TBX18	RAET1E	RAET1G	SMOC2	INMT	SPATA48	AC002467.1	CPA4	PHYHIP	TRPA1	NECAB1	CA9	FAM21FP	FAM133CP	UNC5B-AS1	OLFML1	IL18	MKRN9P	MEDAG	KCTD4	TGM1	AQP9	SPATA41	MSLN	LINC00922	CALB2	CBLN2	ZNF676	AC010643.1	KLK5	KLK7	LRRN4
DESCARTES_MAIN_FETAL_SATELLITE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_SATELLITE_CELLS	CELA2B	NBPF1	PAX7	FNDC5	PTGFRN	LINC02802	OLFML2B	NCOA1	LINC01121	LSP1P4	CHRNA1	MSTN	SPATS2L	RNY4P34	DIRC3-AS1	ERFE	DAG1	SLC25A26	GXYLT2	NXPE3	TACR3	C1QTNF3	SKP2	FGFR4	MYMX	MICAL1	VGLL2	ZC2HC1B	PURB	RPS3AP25	MEST	MSC-AS1	LINC01111	MATN2	DMRT2	COL15A1	CSTF2T	SLF2	PITX3	PPP1R14B	HNRNPA1P72	CCND2	ITGA7	MYF5	LINC02397	GLT8D2	MIDEAS	SPG21	ADAMTS7P4	LINC00930	LMF1-AS1	SOX8	CDH15	SLC22A31	CHRNB1	KRT40	KRT31	LMNB2	NTN5	CDC25B	EDN3	P2RX6	LINC01283	CLCN5	FGF16	LPAR4	LDOC1
DESCARTES_MAIN_FETAL_MUC13_DMBT1_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_MUC13_DMBT1_POSITIVE_CELLS	ESPNP	LINC02810	RPL12P13	BEST4	ARHGEF2-AS2	AL365181.2	GPA33	FMO4	HNRNPA1P54	INAVA	MROH3P	MIR194-1	LINC01641	ODC1-DT	SLC3A1	EPCAM	MXD1	LINC01856	GCSHP3	TM4SF20	SLC19A3	PLS1	RTP4	TM4SF19-AS1	OCIAD1-AS1	MUC7	OCLN	PDZPH1P	GDF9	TRPC7-AS1	NMUR2	NQO2-AS1	TRIM31	TRIM31-AS1	RPL3P2	OOEP-AS1	PREP	UST-AS2	C6orf99	TCP10L2	TCP10L3	MUC3A	ASZ1	TSGA13	AKR1B10	ARHGEF34P	NKX6-3	FER1L6	LRRC19	GDA	AGPAT2	RNU6ATAC39P	UBE2V2P1	RPS4XP11	AL596223.1	RPS3AP5	PLCE1-AS2	CYP2C18	CYP2C19	DMBT1	AC127526.2	ENPP7P8	MMP1	H4-16	RNU6-1093P	PABPC1P4	TSPAN8	GALNT4	LINC02453	RPL21P1	SLC25A30-AS1	DPPA5P4	ITPK1-AS1	INO80-AS1	PLA2G4E	SLC28A2	ZNF774	CHST5	TLCD2	KRT20	LINC01976	PRR15L	RN7SL448P	RN7SL404P	OTOP3	LINC01979	MRO	LINC01924	ZNF653	ZNF443	CYP4F12	PDE4C	RPL34P33	RHPN2	HPN-AS1	CYP2B7P	CEACAM5	LINC01595	SDCBP2	RPL31P2	RPL27AP	MIR3648-2	TMPRSS15	LINC00319	PWP2	S100G	GK-AS1	ZC3H12B	POF1B
DESCARTES_MAIN_FETAL_ERYTHROBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_ERYTHROBLASTS	DDI2	CROCCP2	E2F2	RHD	RHCE	MACO1	ERMAP	CDC20	SLC6A9	UROD	STIL	ORC1	DNAJC6	TLCD4	CD58	SELENBP1	PKLR	LINC02772	SPTA1	PIGC	CENPL	TMCC2	DYRK3	CR1L	CD46P1	IBA57	BTNL10	ABCB10	EXO1	TRIM58	NRIR	CMPK2	RSAD2	MBOAT2	RRM2	RNU6-370P	CAMKMT	HTRA2	FAM178B	MRPS9	STEAP3	GYPC	UGGT1	TRAK2	SCYL2P1	ABCB6	HJURP	SEC22C	RNF123	CPOX	RN7SKP124	RN7SL724P	RSRC1	HMGN1P8	SEC62	NCEH1	DCUN1D1	TFRC	NCAPG	LINC02506	THEGL	MOB1B	SNCA	TSPAN5	AC114811.2	CISD2	CENPE	GYPE	GYPB	GYPA	RAPGEF2	FCHO2	RFESD	MARCHF3	ACSL6	LARP1	FAXDC2	HMMR	TMEM14B	GMPR	H4C3	H1-5	TRIM10	TBC1D22B	TSPO2	POLH-AS1	RHAG	FBXO9	GCLC	KIAA1586	ZNF451	SLC22A16	EIF2AK1	ABCB5	AC073349.1	DBF4	TFR2	NAPEPLD	CBLL1	KEL	XPO7	DMTN	SLC25A37	BNIP3L	WRN	ANK1	CA1	SMILR	RECQL4	RCL1	ANKRD18B	DCAF12	C9orf40	ZNF367	HEMGN	ANP32B	ALAD	GAPVD1	MIGA2	UBAC1	QSOX2	RNF224	STAM	MARCHF8	HK1	MINPP1	IFIT1B	UROS	HBB	HBBP1	BGLT3	HBG1	HBG2	HBE1	CAT	SLC43A3	YPEL4	C2CD3	PPME1	HMBS	TBCEL	WNK1	LPCAT3	ART4	TROAP	SLC11A2	ESPL1	USP15	LINC02444	PARPBP	TCP11L2	HECTD4	TMEM120B	KMT5A	TFDP1	DCAF11	SLC25A21	DLGAP5	ATG14	SPTB	RGS6	GLRX5	VRK1	ANKRD9	MARK3	RMDN3	NUSAP1	HAUS2	EPB42	SNX22	DENND4A	SNORD13E	KIF23	ACSBG1	RCCD1	PRC1	NPRL3	HBZ	HBM	HBZP1	HBA2	HBA1	HBQ1	PIGQ	CHTF18	CCNF	KIF22	AHSP	E2F4	ST3GAL2	SPECC1	KCTD9P1	MAP2K3	SPAG5	DHRS13	ATAD5	EZH1	SLC4A1	SLC25A39	KIF18B	CDC27	PHOSPHO1	FAM117A	USP32	FAM104A	C17orf99	EIF5AP2	NARF	SLC14A1	FECH	BSG	ABCA7	EPOR	PRDX2	KLF1	AKAP8L	ANKLE1	ARRDC2	BLVRB	AP2A1	AC006116.7	FAM83D	TOP1	AURKA	RBM38	ABCC13	MORC3	TANGO2	SEC14L4	SLC5A4-AS1	FBXO7	LINC01399	EP300	PRR5	TCEANC	XK	ALAS2	KIF4A	CENPI	ATG4A	AMMECR1	MOSPD1
DESCARTES_MAIN_FETAL_VASCULAR_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_VASCULAR_ENDOTHELIAL_CELLS	SRARP	FCN3	MTMR9LP	FAM167B	ADGRL4	FCGR2B	SELE	HLX	EGLN1	AC007743.1	SLC39A10	FAM124B	SNRK	SLC9C1	TM4SF18	LXN	LINC02043	LDB2	LINC02172	ESM1	CRHBP	FOXF2	NOTCH4	RAPGEF5	ABCB1	CAV1	SOX7	TCIM	FCN2	JCAD	NODAL	OIT3	APLNR	ROBO4	SLCO1A2	PTPRB	C1QTNF9	DLL4	RFLNB	ARHGEF15	CD300LG	DGKE	ODF3L2	RASIP1	TCF15	PRND	CYYR1	RFPL1	SHANK3	APLN	EEF1A1P31
DESCARTES_MAIN_FETAL_CSH1_CSH2_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_CSH1_CSH2_POSITIVE_CELLS	LINC01783	LINC00339	GALE	CNKSR1	DNAJC8	TRIM62	RPL5P4	TRAPPC3	SNIP1	RPS13P2	VPS72	GBAP1	RRNAD1	GTF2IP20	EIPR1	PREB	SNRPG	KCMF1	RGPD2	RNU2-63P	POTEF	FAR2P4	LINC01920	MKRN2OS	CDC25A	C3orf84	NPRL2	ARHGEF3-AS1	KBTBD8	CADM2-AS2	NSUN3	LINC00578	CLCN2	TM4SF19	TMEM175	TNIP2	CPZ	AC016687.3	LINC02616	RPL12P20	ODAPH	PDCD6	CARD6	RNU6-272P	GTF2H2C	GTF2H2	RPL7P24	CCDC192	RPL12P21	PCDHGB7	PDE6A	ZNF354A	MIR5689HG	TJAP1	LINC02540	POU6F2-AS2	FAM200A	MAP11	NFE4	HYAL6P	FAM71F2	TCAF2P1	LINC00689	IMPA1P1	SLC25A32	LINC00964	AC103764.1	TUSC1	ALG2	UPF3AP3	ELP1	RNU6-1039P	TOR2A	DOLK	NDOR1	DPH7	DDX10P1	AIFM2	C10orf55	WAPL	AGAP11	TNKS2-AS1	PLCE1-AS1	RPL13AP5	CYB5R2	NLRP10	AKIP1	RNU6-118P	SLC22A6	MRPL48	RSF1-IT1	LINC02551	ALG10	RN7SL246P	LLPH-DT	AC025263.1	AC012464.1	ZNF268	MRPS31P2	RN7SL741P	RAD17P2	CLDN10-AS1	RPL21P5	FBXO33	AL139021.2	AL157756.1	SLC39A9	ALKBH1	DNAJC17	RNU6-188P	CCNDBP1	CPEB1-AS1	LINC01581	CEMP1	ZSCAN10	COQ7	NPIPB3	NPIPB5	CA5AP1	ZNF48	ANKRD26P1	SIAH1	DPEP2NB	CHST4	AC010536.1	SLC47A2	PYY2	RNFT1	TBC1D3P1-DHX40P1	ZBTB14	TTC39C-AS1	CTDP1	ZNF317	ZNF433	LINC00663	ZNF725P	LINC01535	SARS2	PSG7	RSPH6A	CGB3	ZNF432	GZF1	ADNP-AS1	HMGB1P1	RNU1-134P	RNU6-810P	TOM1	AL117329.1	AKAP17A	PPP1R3F	XAGE3	SPIN3	XKRX	TRPC5OS	GLUD2	ZNF280C	LINC00894	XGY1
DESCARTES_MAIN_FETAL_VISCERAL_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_VISCERAL_NEURONS	RNU6-1099P	RNU6-1237P	AC099791.2	MTX1	RUSC1	CFHR5	SEPTIN14P12	HLX-AS1	FKBP1B	CTNNA2-AS1	LINC01918	SLC5A7	HAGLROS	BZW1-AS1	RNU7-110P	RAB6B	SLC7A14	OPA1-AS1	TMEM271	PDE6B-AS1	UCHL1	NAP1L5	NPY2R	HSPD1P1	FST	ZBED8	TUBB2A	TOB2P1	TUBB	TMEM151B	BEND6	FBXO30	AC072061.1	EEF1DP4	YWHAG	KBTBD11-OT1	FAM167A	NEIL2	STMN2	ENHO	ASTN2-AS1	NCS1	LINC02636	DNAJC9-AS1	ELOVL3	LINC01561	AC009549.1	ALKBH3-AS1	LINC02735	CHRM1	PPP2R5B	RNU6-672P	AP001922.5	HEPHL1	NCAM1-AS1	SCN2B	CCDC184	PRPH	PCOTH	RNA5SP383	RAB15	YBX1P1	ARHGDIG	GNAO1	NECAB2	TUBB3	RN7SL784P	C17orf107	PIRT	VAT1	AC127496.1	FSD1	RNA5SP464	TMEM59L	SNPH	VN1R108P	NEFH	YWHAH	SULT4A1	MKRN5P	MAGEE1	KRT18P11	LINC01402	BCORP1
DESCARTES_MAIN_FETAL_ENDOCARDIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_ENDOCARDIAL_CELLS	NBL1	ECE1	ZBTB8A	GJA4	LEPR	ITGA10	NPR1	THBS3	HMCN1	FMOD	ELK4	AGPS	CALCRL	INPP1	NAB1	NPPC	ACKR3	FBLN2	CLEC3B	RHOA	HYAL2	HEG1	ACKR4	HS3ST1	SPARCL1	EMCN	DKK2	F2RL2	HAPLN1	ECSCR	LTC4S	FOXC1	NT5E	SLC35A1	CALHM5	GINM1	CCL26	C8orf49	BAALC-AS1	FZD6	CTHRC1	IL33	HRCT1	ENG	NPDC1	FUT11	MMRN2	CPXM2	PRCP	FZD4	MANSC1	SMCO3	PTHLH	LRIG3	POSTN	CGNL1	SMAD6	TLNRD1	CDH11	TNFSF12	TNFAIP1	SLC6A4	CPD	RAMP2	TMEM100	SMAD7	CALR	NUCB1	THBD	PROCR	NORAD	APCDD1L	MCHR1	CD99	BMX	ARMCX2	PWWP3B	AVPR2	F8	CLIC2
DESCARTES_MAIN_FETAL_SMOOTH_MUSCLE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_SMOOTH_MUSCLE_CELLS	PLA2G5	WNT3A	ADCY3	ACTG2	GPAT2	RFX8	COL6A3	MDFIC2	MYLK	THBS4	CARMN	PDGFRB	KCNMB1	SEPTIN7P2	EBF2	GPR20	LAMC3	TACR2	ACTA2-AS1	ACTA2	ANO1	TAGLN	LINC02398	KCNJ8	ABCC9	NDUFA4L2	AVPR1A	RASL12	CSPG4	MYH11	CCR10	CNTNAP1	AOC3	GJC1	HIGD1B	SEPTIN4	TBX2	CYGB	CCDC102B	NOTCH3	MEF2B	TMEM74B	COX4I2	APOL5
DESCARTES_MAIN_FETAL_TROPHOBLAST_GIANT_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_TROPHOBLAST_GIANT_CELLS	SH2D5	MAN1C1	PAQR7	SH3D21	MFSD2A	FAF1-AS1	SLC16A4	LRIF1	MAN1A2	HSD3B1	ADAMTSL4	TCHHL1	TCHH	DDX59	PPP1R15B	CCSAP	SDC1	SLC5A6	SPDYA	CLIP4	CRIM1	LINC01118	LINC01119	DYSF	KYNU	ZSWIM2	ALPP	EFHD1	RN7SL359P	TPRXL	PLCL2	CCK	SEMA3B	RYBP	VGLL3	MTRNR2L12	NECTIN3	PHLDB2	CD200	DVL3	LINC01968	HOPX	C4orf36	AFF1	PP12613	DAB2	DEPDC1B	MIR4280HG	SPATA9	RHOBTB3	HSPD1P11	LNPEP	GRAMD2B	RELL2	PCDH1	SH3TC2	SH3TC2-DT	MYLIP	TRIM40	LY6G6C	TREML2	TREML3P	TENT5A	MAFK	AC005532.1	GPNMB	ZNF117	ERVW-1	GNGT1	BET1	BET1-AS1	LEP	AKR1B15	BPGM	TRPV6	ATG9B	ANGPT2	BMP1	ZNF703	CRH	LINC00967	RRS1-AS1	ADHFE1	STK3	INSL4	PLIN2	SVEP1	LINC00474	PAPPA-AS1	OLAH	TACC2	LINC00601	ADM	NAV2-AS4	ALDH3B2	GDPD5	MTNR1B	POGLUT3	EXPH5	POU2F3	ST3GAL4	SLC38A1	ENDOU	ANKRD33	HSPB8	FNDC3A	PGF	PTPN21	TCL6	LINC02291	IGHA1	KATNBL1	MIR4713HG	GLDN	STRA6	SEMA7A	FURIN	PRSS41	AC007216.4	RBBP6	LCMT1-AS2	HSD11B2	C16orf74	MC1R	SLC43A2	ERVE-1	HSD17B1	TRIM25	MTMR4	GH2	CSHL1	GH1	LINC01483	ZNF554	MFSD12	TINCR	SIN3B	GDF15	ZNF728	LGALS13	AC005176.1	LGALS16	LGALS14	PSG3	PSG8	PSG10P	PSG6	PSG2	PSG5	PSG4	PSG9	LYPD5	CGB7	SPTLC3	ISM1	FER1L4	CEBPB	C21orf91-OT1	CHODL-AS1	CHODL	IGSF5	MMP11	SLC2A11	FBLN1	STS	ELK1	CAPN6	PLAC1	MAGEA8
DESCARTES_MAIN_FETAL_MYELOID_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_MYELOID_CELLS	C1QA	C1QC	C1QB	THEMIS2	C1orf162	CTSS	TNFAIP8L2	S100A12	RGL1	IL10	CR1	NLRP3	CD207	MARCO	STAB1	FRMD4B	CD86	RNPS1P1	MIR3945HG	CD180	HBEGF	CD14	TIMD4	HK3	AIF1	HLA-DQB1-AS1	CALHM6-AS1	AL606970.3	AOAH-IT1	NAMPT	WWP1	CCDC26	MTND5P14	MANCR	SRGN	RRP12	VENTX	SPI1	MS4A6A	MS4A4E	MS4A4A	MS4A7	CABP4	JAML	CD163L1	CD163	CLEC4A	CLEC7A	CMKLR1	SH2B3	SDS	RILPL2	GPR183	RNASE6	SNX6	LGMN	DMXL2	PYCARD	SCIMP	CLEC10A	ABI3	CD300LB	CD300C	LINC01478	MCOLN1	RETN	CD209	MAN2B1	IFI30	LRRC25	TYROBP	PLAUR	RN7SL368P	C5AR2	SIGLEC16	SIGLEC9	SIGLEC7	CD33	SIGLEC12	FPR2	FPR3	LILRB3	LILRA6	LILRB5	LILRB2	LILRA5	LILRB1	LILRA1	FCAR	SIGLEC1	SAMHD1	PELATON	IFNAR2	LINC01678	HMOX1	NCF4	TLR8
DESCARTES_MAIN_FETAL_BIPOLAR_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_BIPOLAR_CELLS	LACTBL1	MIR3671	LINC01750	ACKR1	LHX4	GS1-279B7.1	RPL11P1	LINC01291	NCKAP5	ZNF385B	KRT8P15	ASIC4	NYAP2	AGAP1	KCTD6	FEZF2	CADPS	PRICKLE2	TAFA4	CRYBG3	GABRR3	C3orf70	FSTL5	AC023136.1	LINC02224	MRPS30-DT	TRPC7	TRPC7-AS2	GLRA1	LINC01933	TDRD6	LRRC1	GUSBP4	GABRR1	MAP7	TMEM196	RN7SL83P	ZPBP	GNL2P1	ZNF804B	TRMT9B	HSPA8P11	NRG1	NRG1-IT1	NRG1-IT3	NFIB	TMEM215	RN7SL754P	CYP2C8	CABP2	RSF1-IT2	AP001150.1	CACNA2D4	FAM234B	GSG1	LINC02821	WASF3-AS1	B3GLCT	SERTM1	VSX2	GABRB3	SV2B	C15orf32	TMEM132E	CA10	SMIM36	AC005746.2	LINC00469	CDH20	RNU6-116P	LINC01896	HCN2	ZNF223	BSPH1	ELSPBP1	MACROD2	AIMP1P1	MACROD2-IT1	MACROD2-AS1	VSX1	GRIK1	GRIK1-AS1	DSCAM	DSCAM-IT1	ARSH	AC004835.1
DESCARTES_MAIN_FETAL_HEMATOPOIETIC_STEM_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_HEMATOPOIETIC_STEM_CELLS	SNHG3	TFAP2E-AS1	IL12RB2	CD244	RPS10P7	TARBP1	GCC2-AS1	FASTKD1	CDCA7	AC019080.1	HSPE1-MOB4	AOX2P	RNU1-133P	DYTN	EMC3-AS1	FANCD2OS	BAP1	TMCC1-AS1	LRRFIP1P1	RFC4	SEPSECS	RN7SL558P	SPINK2	LINC02232	AC105285.1	LINC02100	S100Z	TRIM27	HCG25	AL355385.1	ZP3	CDK6-AS1	ZNF789	LINC02839	NDUFAF6	UBR5-AS1	BAALC	EIF2S2P3	KCNIP2-AS1	TRIM66	C1QTNF4	TM7SF3	ARNTL2-AS1	MARS1	IRAK3	FAM216A	TAOK3	AL356022.1	RPL21P10	LINC02328	TIPIN	AC139256.1	ABCC1	AC009107.2	AC141424.1	SPNS3	STAT5A	LRRC37A4P	MPO	HSF5	PRSS57	AZU1	PRTN3	ELANE	PRAM1	AC006504.5	NRIP1	DDTL	C22orf34	MTND5P26	FIRRE	EOLA2
DESCARTES_MAIN_FETAL_LYMPHATIC_ENDOTHELIAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_LYMPHATIC_ENDOTHELIAL_CELLS	SELENON	TIE1	GNG12-AS1	C2CD4D	S100A16	SLC27A3	SHC1	FCGR2C	RNU7-13P	GJC2	RAB11FIP5	TFPI	NRP2	LINC02005	LINC00636	EFCC1	PLSCR4	PTX3	WFS1	SMAD1	SMAD1-AS1	MAP3K1	LRRC70	LINC02058	EFNA5	LINC02147	LOX	KLHL3	FLT4	CYP2AC1P	GJA1	LINC01558	AL009178.2	RADIL	ARL4A	GNG11	TMEM140	GIMAP5	KBTBD11	GFUS	MSMP	CNTNAP3B	PGM5	PGM5-AS1	TCTN3	UBTD1	ADD3-AS1	IRAG1-AS1	LYVE1	PRR5L	RAB3IL1	MAP4K2	PDE2A	CASP12	PPFIBP1	GPR182	RASSF9	NTS	ELK3	STAB2	DTX1	TMEM255B	RHOJ	CYP46A1	TNFAIP8L3	PLEKHO2	ANKDD1A	ZP2	ADGRG3	PIEZO1	GRAP	GRAPL	GJD3	SPHK1	INO80C	TNFRSF11A	NFATC1	PARD6G	HOMER3	ZNF341-AS1	D21S2088E	TSPEAR	TBX1	SLC35E4	DIPK2B	KLHL4
DESCARTES_MAIN_FETAL_THYMOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_THYMOCYTES	SPOCD1	LCK	KCNA3	CD1A	HMGN1P5	CD1B	CD1E	CD247	LINC01222	LINC01221	LINC02789	MDM4	ITPKB-IT1	LINC00954	SLC8A1-AS1	MTA3	RNU6-242P	CD8A	CD8B	ANKRD36BP2	LCT-AS1	LINC01934	BOLL	IKZF2	PDCD1	SATB1	SATB1-AS1	LZTFL1	CCR9	TRAT1	CD96	NT5C3AP2	IL20RB-AS1	PXYLP1	TFDP2	LETM1	RPS3AP19	CD38	TBC1D19	RHOH	UMLILO	CYP2U1	LEF1	LEF1-AS1	RPL34-DT	TNIP3	LINC02273	NEIL3	AC024588.1	LINC02059	CHD1	CAMK4	CCNI2	TCF7	MZB1	LINC02520	CCND3	PTCRA	ELOVL4	RN7SKP110	CEP85L	THEMIS	WAKMAR2	CALN1	TRBV28	TRBC2	MCPH1	PDE7A	HMGB1P19	CLCN3P1	IDNK	PRKCQ-AS1	FAM238B	PDSS1	ACSM6	ARHGAP19-SLIT1	PGGHG	RAG2	DOC2GP	CD3G	HDAC7	TESPA1	DGKA	PITPNM2	RASL11A	LINC00426	DLEU7	RNASEH2B	AC244502.1	TRAJ20	CEP128	TSHR	BHLHB9P1	LINC02312	LINC01550	BCL11B	LINC02352	TCF12	ATF7IP2	NFATC3	MEAK7	ACSF3	P2RX5	SSH2	ARL5C	MAP3K14-AS1	TNRC6C	LINC01882	LDLRAD4	AC119396.1	PRKCG	TOX2	MIR646HG	LINC01749	LINC00649	UBASH3A	GRAP2	LINC01281	SEPTIN6	SH2D1A
DESCARTES_MAIN_FETAL_AMACRINE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_AMACRINE_CELLS	TFAP2E	RGS8	MIR181A1HG	C1QL2	GABRG1	DRD1	TFAP2A-AS1	PRDM13	MCHR2-AS1	VPS41	BMT2	GRM8	ADCY8	FIBCD1	RCN1	CPNE6	LINC00871	MEIS2	FRMD5	PIN4P1	ASIC2	TLK2P1	ZNF385C	RPS29P24	GRPR
DESCARTES_MAIN_FETAL_SYMPATHOBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_SYMPATHOBLASTS	NT5C1A	C1orf226	ZDBF2	UNC80	SCG2	TMIE	NT5DC2	SIDT1	QDPR	LINC02513	AC079160.1	BMPR1B-DT	AC106881.1	CARTPT	FKBP5	MRAP2	VWDE	PPP1R17	TMEM130	SLC18A1	GOT1L1	PENK	ARC	ZNF483	DBH	CCDC172	PRLHR	ADGRA1	TH	NPAS4	C12orf29	KSR2	VPS33A	MICU2	FGF14-IT1	FGF14-AS1	GCH1	CHGA	NSMCE3	HACD3	NLRP1	PNMT	C1QL1	LINC01982	CYB561	PRCD	RPSAP57	GALR1	KLK4	CHGB	CFAP61-AS1	LINC00634	TSPYL2	SERTM2	IL13RA2	HTATSF1	LINC00632
DESCARTES_MAIN_FETAL_RETINAL_PIGMENT_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_RETINAL_PIGMENT_CELLS	COL9A2	KCNQ4	LINC01771	CYB5RL	ACOT11	MROH7	FYB2	DOCK7	LINC01359	RPE65	AK5	ACP6	TMCO1-AS1	LINC01703	OBSCN-AS1	PLD5	LINC02774	SILC1	LINC00276	SMC6	GEN1	AC079145.1	EFR3B	SLC4A5	STARD7-AS1	PLGLA	ERMN	RPL7AP22	SLC38A11	FRZB	ITGAV	PARD3B	DIRC3	TTLL4	CYP27A1	COL4A3	KCNJ13	LINC01880	RNU4ATAC17P	SLC6A20	MITF	COL8A1	VEPH1	ABCC5	RNF212	LINC01085	STIM2	IGFBP7-AS1	BTC	PRKG2-AS1	AC104596.1	LINC02275	WWC2-AS1	SNX25	SLC45A2	UGT3A2	ZBED3-AS1	HMGB1P35	AC104126.1	APC	TRIM36-IT1	DMXL1	RANBP17	BMP6	ADTRP	ATXN1	ZBTB12	C6orf223	GSTA8P	LIN28B-AS1	ECHDC1	ZNF890P	CRPPA	SOSTDC1	FAM126A	RNA5SP229	ZNF92	ELN-AS1	SPDYE5	DTX2P1	RNU4-16P	SGK3	CRISPLD1	NTAN1P2	CNGB3	CNBD1	PIP4P2	GEM	RAD54B	FLJ42969	ENPP2	PCAT1	LNCOC1	MLANA	TYRP1	FAM189A2	MAMDC2-AS1	SMC5-AS1	TRPM3	SCAI	LCNL1	SLC39A12	CCNYL2	NPFFR1	BMS1P4	RGR	PLCE1	RN7SL846P	MYRF-AS1	BEST1	SLC22A8	LINC02723	GUCY2EP	TMEM135	TYR	MFRP	PKNOX2	SLC6A13	AC007406.2	CCND2-AS1	APOLD1	RDH5	PMEL	LINC01465	TBC1D30	PAFAH1B2P2	NBEA	SCAND3P1	SPART-AS1	SERPINE3	LINC00355	DCT	AL132780.2	RNU6-1138P	LINC00645	LINC00605	RHPN2P1	OCA2	SLC24A5	TRPM7	RAB27A	RNU6-212P	UBAP1L	ADAMTSL3	RLBP1	MESP2	MIR5094	PRC1-AS1	LINC01579	PGPEP1L	LINC01567	SMG1P6	NPIPB12	SMG1P2	SLC7A6OS	PRMT7	VAT1L	BCO1	SLC38A8	ADAD2	WFDC1	INPP5K	PITPNA	SERPINF1	LINC00670	SMURF2P1	TMEM98	H1-9P	WFIKKN2	RPL32P32	TEX2	RNY4P36	TMEM235	TSPAN10	GAPDHP66	CNDP1	GAPDHP76	LINC00494	PARD6B	BMP7	RBM11	HORMAD2-AS1	HORMAD2	SEC14L2	SLC16A8	DHRSX-IT1	GPR143	NYX	CCT4P2	TBL1Y
DESCARTES_MAIN_FETAL_ENS_GLIA	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_ENS_GLIA	ARTN	PAQR6	DLX1	OSGEPL1-AS1	ENPP7P2	WDR86	LINC01474	RABEPK	MVB12B	DNAJC1	PDCD4-AS1	GFRA1	OR4N2	METRN	GAS7	COL20A1	AP1S2
DESCARTES_MAIN_FETAL_SLC24A4_PEX5L_POSITIVE_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_SLC24A4_PEX5L_POSITIVE_CELLS	DMBX1	GRM7	SLC22A13	LINC01210	ADCY2	HTR1E	VSTM2A-OT1	GRM3	PREX2	C8orf34-AS1	C8orf34	LINC01109	LINC01151	LUZP2	GRIK4	CLEC2A	OVCH1	RNU6-78P	SSTR1	GPR139	TMEM200C	ZIM2-AS1	VSTM2L	PHEX-AS1	TMEM35A
DESCARTES_MAIN_FETAL_METANEPHRIC_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_METANEPHRIC_CELLS	TRABD2B	LINC01781	NPHS2	HSPE1P13	SIX2	LINC01159	LYPD1	HAGLR	HOXD1	C1QTNF7	LINC02242	SLC34A1	HOXA9	HOXA11-AS	BMPER	SLC13A1	XRCC6P4	EYA1	DMRT3	AL513318.1	CEP164P1	COL13A1	FGF8	THEM7P	KCNJ1	SINHCAF	DENND5B	ADAMTS20	HOTAIR	HOXC11	HOXC-AS3	HOXC10	HOXC8	WASF3	SLC12A1	LINC02253	UMOD	CLEC18B	MYHAS	SOST	AC006305.1	SELENOV	SHISA8
DESCARTES_MAIN_FETAL_SYNCYTIOTROPHOBLASTS_AND_VILLOUS_CYTOTROPHOBLASTS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_SYNCYTIOTROPHOBLASTS_AND_VILLOUS_CYTOTROPHOBLASTS	L1TD1	PDE4B-AS1	SLC35D1	BRDT	TUBA5P	MTARC1	ATP6V1C2	LINC02583	ANAPC1P1	RPIA	LINC01087	LINC01090	AP1S3	HSPD1P6	CCR3	LINC00882	LINC01990	LINC01205	PCOLCE2	AADACL2-AS1	MME	MME-AS1	MB21D2	LINC02484	ATP10D	NAA11	TMEM150C	LINC02435	SNHG27	TENM3	TRIML2	LINC01194	C5orf17	ARL15	SLC38A9	MAST4-AS1	HOMER1	LINC00491	FBN2	ADAMTS19	ZNF354B	OFCC1	LIN28B	LINC02840	GNA12	LINC01162	NFE2L3	LINC01448	LINC01446	CROT	ST7-OT4	SND1	STRA8	SLC13A4	AC099548.2	TPK1	TDRP	GGH	TTPA	ZFAT	LINC01591	LINC02055	KANK1	SMARCA2	GLDC	PCAT7	ST8SIA6-AS1	CAMK2G	TMEM254-AS1	CNNM2	TRIM5	LARGE2	LINC02750	SPINDOC	MIR4300HG	VSTM5	OR8G1	CDK2	LATS2	LATS2-AS1	AL390334.1	LINC02327	RNU6-301P	RCOR1	HERC2P3	CSNK1A1P1	CCDC32	SLC27A2	NEDD4	NOX5	GRAMD2A	SPECC1P1	SP6	ITGB4	EPB41L3	ZNF415P1	ANKRD20A5P	CYP4F35P	POTEC	POLI	LINC02864	DNMT1	ZNF799	SIGLEC6	SPACA6P-AS	RNU6-698P	ZSCAN4	ACSS1	SLC13A3	LINC01524	ZBTB46-AS1	TEKT4P2	BAGE2	USP25	LINC01687	LINC00308	SLC19A1	HIC2	ZNRF3	ZNRF3-IT1	FAM118A	LINC01203	MAP7D2	ZFX	RP2	FOXO4	AMOT	SLC25A43	RAP2C-AS1	MBNL3	HS6ST2	VGLL1	GABRE
DESCARTES_MAIN_FETAL_ASTROCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_ASTROCYTES	CACHD1	WARS2-IT1	ATP1A2	LGR6	AC007402.1	ZNF863P	CYP26B1	NCKAP5-IT1	RFTN2	PAX3	CCDC140	SLC6A11	BOC	DCLK2	SNCAIP	SLC25A48	ELOVL2-AS1	MMD2	ADCYAP1R1	PTN	RPS20P22	RGS20	RNU6-1331P	PTCH1	PHYHIPL	FGFBP3	CYP26C1	CYP26A1	OTOG	HEPACAM	ST8SIA1	DBX2	C1QL4	RFX4	FZD10	EEF1DP3	PCDH8	RNY1P5	LINC00446	LINC02568	LINC02883	ADGRG1	WIPF2	GFAP	WNT3	CYP4F24P	CKAP2LP1	AL109809.1	RNGTTP1	GPM6B
DESCARTES_MAIN_FETAL_OLIGODENDROCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_OLIGODENDROCYTES	PDE4B	BCAN	BRINP3	CAMSAP2	RNF144A	GPR17	NBEAP2	SCN1A	C2orf80	RTP5	CSPG5	PLAAT1	FIP1L1	PDGFRA	LINC02283	UGT8	SCRG1	GLRA3	TRIO	NIM1K	LINC02488	PPP2R2B	COL9A1	FYN	LHFPL3	KCND2	RNU6-581P	CSMD1	PMP2	MMP16	ADGRB1	SHC3	PCDH15	AL353784.1	ZNF365	GRID1	SOX6	LRRC4C	RNU6ATAC12P	OPCML	OPCML-IT1	LINC02743	PCDH9-AS4	NOVA1	LINC02588	LINC02294	LINC02293	LINC00609	EPN2	CHAD	AC091138.1	DLL3	LINC00237	BCAS1	OLIG2	OLIG1	CASK	NLGN4Y
DESCARTES_MAIN_FETAL_CHROMAFFIN_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_CHROMAFFIN_CELLS	INSL5	REG4	NTRK1	LINC01732	RN7SL516P	CFAP20DC-AS1	HMX1	MAB21L2	ASIC5	MLN	NPY	PKIA-AS1	IL7	CNTFR	SLC22A10	PHOX2A	MAB21L1	INSM2	GALNT16	GIP	LINC02074	ARSF	PTCHD1	LINC01201
DESCARTES_MAIN_FETAL_EXCITATORY_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_EXCITATORY_NEURONS	LRRC7	LRRC7-AS1	RNU6-503P	LINC01965	PANTR1	RNU6-904P	ARHGAP15-AS1	RN7SL217P	RNF182	AL589740.1	MLLT3	SOX5	FOXG1-AS1	RNU1-47P	SPIRE1
DESCARTES_MAIN_FETAL_CARDIOMYOCYTES	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_CARDIOMYOCYTES	TNNI3K	MYBPHL	METTL11B	PPP1R12B	MIXL1	RYR2	LINC01954	SLC8A1	VDAC2P5	PRSS42P	FGF12	FGF12-AS3	LINC02502	SORBS2	MARCHF11-AS1	EIF3KP1	SLC27A6	MLIP	FILIP1	TRDN-AS1	HRAT17	TRIQK	AL158829.1	JMJD1C-AS1	CTNNA3	RBM20	RNA5SP327	NAV2-AS2	MYBPC3	USP28	LINC02248	KBTBD13	HCN4	INCA1	MYOCD	MRPL58	FHOD3	ALPK2	KCNJ4	CPT1B	LINC01186
DESCARTES_MAIN_FETAL_INHIBITORY_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_INHIBITORY_NEURONS	LHX8	DRD3	DLX6-AS1	AC136759.1	PMCH	SLAIN1	PDYN
DESCARTES_MAIN_FETAL_HORIZONTAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_HORIZONTAL_CELLS	LINC02609	TPM3	TNR	TNR-IT1	DCTN1-AS1	HS6ST1	ARHGEF4	TANC1	CNTN4	IL12A-AS1	NDST3	SEMA6A-AS2	FCHSD1	ARHGAP26-IT1	PLAC8L1	TFAP2B	B3GAT2	RNU1-33P	EPM2A	SEM1	LINC02842	LINC02155	MIR2052HG	TLE4	MIR181A2HG	TIGD3	DRD2	AC026369.1	ERC1	ESRRB	ONECUT1	MEGF11	CACNG3	PMFBP1	RAB11FIP4	LINC01416	LINC02565	ONECUT2	MALT1	MRPL37P1	ONECUT3	CACNG7	PAK5	AL121827.1	GRIA3
DESCARTES_MAIN_FETAL_GANGLION_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_GANGLION_CELLS	MFSD14A	SUSD4	CPNE9	DDX50P2	LINC02505	POU4F2	LRRTM2	TFAP2D	NEFM	RBPMS	CHRNB3	CHRNA6	LINC01606	TMEM74	TRHR	OPN4	INA	SLC17A6	P2RX3	MMP20	TRHDE	LINC00348	OBI1-AS1	RPL31P54	AL445209.1	POU4F1	AC010931.1	CRABP1	AC134312.1	TRARG1
DESCARTES_MAIN_FETAL_LIMBIC_SYSTEM_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_LIMBIC_SYSTEM_NEURONS	NTNG1	ERC2	OPRM1	FAM131B-AS1	OPRK1	RN7SKP76	POU2F2	NPTXR	RTL9
DESCARTES_MAIN_FETAL_STROMAL_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_STROMAL_CELLS	HSD3BP5	LINC01412	MIR1245A	COL6A6	PI16	COL12A1	LINC01611	THBS2	MEOX2	COL1A2	LINC00968	COL5A1	KERA	ITGBL1	LINC01082	COL1A1	SETBP1-DT	CBLN4	MXRA5	RTL3
DESCARTES_MAIN_FETAL_GOBLET_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_GOBLET_CELLS	FAM177B	CAPN9	GKN2	SLC9A4	SLC9A2	AC012447.1	AC106876.1	A4GNT	ARL14	LRRC31	PRKCI	UGT2B15	CXCL5	CXCL3	AC098818.2	ANXA10	FBXW11	FOXQ1	GMDS	MUCL3	SPDEF	PGC	FUT9	MARCKSL1P2	AGR2	PSPHP1	SAMD12	TSPAN15	LIPF	MUC6	MUC5AC	FAR1	CREB3L1	B3GNT6	GPRC5A	LYZ	RFLNA	ERO1A	DUOX2	RNU5B-1	PDPK2P	C16orf89	ERN2	IL17C	AC005695.1	TMEM238L	KRT18P55	CSF3	TEX14	MYADM-AS1	TFF2	VSIG1
DESCARTES_MAIN_FETAL_GRANULE_NEURONS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_GRANULE_NEURONS	KLHL29	THSD7B	KIF5C	LINC01324	PPP2R2C	FGF5	GRM4	SYNJ2	KCNK9	CCSER2	NAV2-IT1	KCNA1	GPC5-IT1	DISP2	UNC13C	NEO1	ANKRD34C-AS1	CDH7	SEZ6L-AS1	TAFA5	FRMPD3
DESCARTES_MAIN_FETAL_UNIPOLAR_BRUSH_CELLS	http://www.gsea-msigdb.org/gsea/msigdb/cards/DESCARTES_MAIN_FETAL_UNIPOLAR_BRUSH_CELLS	LMX1A	LEMD1-DT	UPP2	EOMES	STXBP5L	ZIC4	LINC02032	LINC02082	NAALADL2-AS2	NWD2	NDST4	TRPC3	KIAA1109	GRIA2	FBXL21P	GRM1	VWC2	CACNA2D1	CACNA2D1-AS1	HTR5A	EN2	CNPY1	BARHL1	KIRREL3	RPH3A	CCDC175	MPP3	ADCYAP1	DPY19L3	MORC2-AS1	CNKSR2	TRPC5