AIZARANI_LIVER_C10_MVECS_1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C10_MVECS_1	A2M	ACKR1	ACP5	ACVRL1	ADAM15	ADAMTS1	ADAMTS9	ADCY4	ADGRF5	ADGRL4	AIF1L	ALPL	ANXA2	APOLD1	APP	AQP1	ARAP3	ARHGAP23	ARHGAP29	ARHGAP31	ARL15	ASAP1	ATN1	ATP13A3	BCAM	BHLHE40	BMPR2	BTNL9	C11orf96	C7	CALCRL	CASKIN2	CAV1	CAV2	CAVIN1	CAVIN2	CCL15-CCL14	CCM2L	CCN2	CD300LG	CD320	CD34	CD36	CD59	CD9	CD93	CDC42EP3	CDC42EP4	CDH5	CDKN1A	CHRM3	CHSY1	CLDN5	CLEC14A	CLEC3B	CLIC4	CNTNAP3B	COL15A1	COL4A1	CPE	CPNE2	CRIM1	CRIP2	CSRNP1	CXCL12	CYYR1	DLC1	DNASE1L3	DOCK9	DPYSL3	DUSP6	DYSF	ECE1	EDN1	EDNRB	EFNB1	EFNB2	EGFL7	ELK3	EMCN	EMP1	EMP2	ENG	EPAS1	EPHB4	ERG	ESAM	EXOC3L2	F2R	F8	FAM107A	FBLN2	FILIP1	FKBP1A	FLNB	FLT1	FOSB	FOXC1	FXYD6	FZD4	GALNT15	GARRE1	GAS6	GASK1B	GIMAP8	GJA1	GNA11	GNAS	GNG11	GRB10	GSN	HDAC7	HECW2	HEG1	HES1	HLA-DRB5	HLA-E	HS3ST1	HYAL2	ID1	ID3	IFI27	IFITM3	IGFBP4	IGFBP7	IL33	IL6ST	INPP1	INSR	ITGA5	ITGA6	ITM2A	ITPRIP	JAM2	JUNB	KCNN3	KDR	KLF2	KLF4	KLF7	KLF9	LAMB2	LDB2	LIFR	LIMCH1	LIMS2	LMNA	LMO2	LRRC32	MAST4	MCC	MEIS2	MGP	MIDN	MMRN1	MMRN2	MYADM	MYCT1	MYO1C	NDRG1	NEDD9	NES	NFIA	NFIB	NHERF2	NOS3	NOSTRIN	NOTCH4	NPDC1	NPR1	NR2F2	NRN1	NTS	NUAK1	PALM	PALMD	PCAT19	PCDH12	PCDH17	PDE2A	PDGFB	PDLIM1	PEA15	PECAM1	PGM5	PIK3R3	PLAT	PLPP1	PLPP3	PLVAP	PRCP	PRSS23	PTGDS	PTPN14	PTPRB	PTPRG	PTPRM	RAMP2	RAMP3	RBMS3	RBP7	RDX	RGCC	RHOJ	RIPOR1	RNASE1	ROBO4	RPGR	RPS6KA2	RUNX1T1	S1PR1	SASH1	SEC14L1	SERPINB6	SGK1	SH2D3C	SHANK3	SHE	SHROOM4	SLCO2A1	SMAD6	SNRK	SNTB2	SOCS3	SOX17	SOX18	SOX7	SPARC	SPARCL1	SPRY1	SPTBN1	SRPX	ST6GALNAC3	STOM	SYNPO	TACC1	TAGLN2	TCF4	TEK	TGFBR2	TGFBR3	TGM2	THBD	TIE1	TIMP2	TIMP3	TINAGL1	TM4SF1	TM4SF18	TMCC3	TMEM204	TMTC1	TNS1	TNS2	TP53I11	TPM4	TSC22D1	TSPAN18	TSPAN7	TUBA1A	TUBB6	UACA	VIM	VWA1	VWF	WARS1	WWTR1	XIST	YBX3
AIZARANI_LIVER_C11_HEPATOCYTES_1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C11_HEPATOCYTES_1	A1BG	A1CF	AADAC	ABAT	ABCA1	ACAA2	ACADM	ACADSB	ACAT1	ACSL1	ACSM2A	ACSM5	ADH1A	ADH1B	ADH4	ADH6	ADI1	AFM	AGT	AGXT	AHSG	AKR1C1	AKR1C4	AKR1D1	ALAS1	ALB	ALDH1A1	ALDH1L1	ALDH2	ALDH6A1	ALDH7A1	ALDH8A1	ALDOB	AMBP	ANG	ANGPTL3	AOX1	APCS	APOA1	APOA2	APOA5	APOB	APOC1	APOC3	APOC4	APOC4-APOC2	APOE	APOF	APOH	APOM	AQP9	AR	ARG1	ASGR1	ASGR2	ASS1	ATF5	ATP5PF	AZGP1	BAAT	BCHE	BHMT	BHMT2	BNIP3	C11orf54	C1R	C1S	C2	C3	C4BPA	C4BPB	C5	C6	C8A	C8B	C9	CALD1	CAT	CBR1	CDO1	CES1	CES2	CFB	CFH	CFHR1	CFHR3	CFHR4	CFI	CFL2	CLU	CMBL	COBLL1	CP	CPB2	CPN2	CPS1	CXCL1	CYB5A	CYP1A2	CYP27A1	CYP2A13	CYP2B6	CYP2C19	CYP2C8	CYP2C9	CYP2E1	CYP3A4	CYP3A5	CYP4A11	CYP4F2	CYP4F3	CYP8B1	DCXR	DECR1	DHTKD1	DPYS	ECHDC2	ECHS1	EHHADH	ELL2	ENPP1	EPHX1	ERRFI1	F12	F2	F5	F9	FABP1	FBP1	FGA	FGB	FGG	FGL1	FMO3	FMO5	FN1	FTCD	G6PC1	GADD45A	GADD45G	GATM	GBA3	GC	GGH	GHR	GLUD1	GLYAT	GLYATL1	GNMT	GOT1	GPT2	GRHPR	GSTA1	GSTA2	GYS2	HAAO	HAL	HAMP	HAO1	HAO2	HGD	HLF	HMGCS2	HP	HPD	HPGD	HPN	HPR	HPX	HRG	HSD11B1	HSD17B13	HSD17B6	HULC	IDH1	IGF2	IGFBP1	IGFBP2	IL1RAP	INSIG1	ITIH1	ITIH2	ITIH3	KLF15	KLKB1	KNG1	LEAP2	LECT2	LINC00261	LINC00844	LINC01554	LIPC	LRG1	MAOB	MAT1A	MBL2	MGST1	MLXIPL	MMUT	MSMO1	MST1	MT1E	MT1F	MT1G	MT1M	MT1X	MT2A	MTHFD1	MTHFS	MTTP	MYO1B	NADK2	NNMT	OAT	ORM1	ORM2	PAH	PBLD	PCBD1	PCK1	PCK2	PDK4	PEBP1	PGRMC1	PHYH	PIPOX	PLG	PLIN2	PON1	PON3	PPARGC1A	PPP1R1A	PRDX3	PRDX6	PRG4	PROC	PROX1	PROZ	PSAT1	PTGR1	PTMS	PTP4A1	RARRES2	RBP4	RCL1	RETREG1	RGN	RHOB	RIDA	SCD	SCP2	SDC2	SDC4	SDS	SELENBP1	SERPINA1	SERPINA11	SERPINA3	SERPINC1	SERPIND1	SERPINE1	SERPINF1	SERPINF2	SERPING1	SHMT1	SLC10A1	SLC13A5	SLC22A1	SLC27A2	SLC27A5	SLC2A2	SLC38A4	SLC39A14	SLC7A2	SMIM14	SOD1	SORD	SPP2	SULT2A1	TAT	TDO2	TF	TLCD4	TMBIM6	TMEM176A	TMEM176B	TMT1A	TTR	UGP2	UGT2B10	UGT2B15	UGT2B4	UGT2B7	UPB1	UQCRQ	VNN1	VTN	ZFAND5
AIZARANI_LIVER_C12_NK_NKT_CELLS_4	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C12_NK_NKT_CELLS_4	ALOX5AP	BAG3	BTG2	BTN3A1	CACYBP	CCL5	CD247	CD3E	CD69	CD7	CMC1	CST7	DNAJA1	DNAJA4	DNAJB1	DUSP2	EOMES	GNLY	GZMA	GZMK	HSP90AA1	HSPA1A	HSPA1B	HSPA6	HSPA8	HSPD1	HSPH1	IFITM1	IFNG	IKZF3	IL2RB	IL2RG	ITGAL	KLRB1	KLRD1	KLRF1	KLRK1	LCP1	NKG7	PTPRC	PYHIN1	RAC2	RUNX3	STK17A	SYTL3	TRGC1	TXK	TXNIP	WIPF1
AIZARANI_LIVER_C13_LSECS_2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C13_LSECS_2	A2M	ACP5	ACTN1	ADAMTS4	ADD3	ADGRF5	ADGRL4	ADM	AFF1	AKAP12	ALPL	ANKS1A	ANPEP	APLNR	APOL1	APOLD1	APP	ARAP3	ARHGEF7	ASAP1	ATP13A3	BAIAP2	BSDC1	BST2	BTNL9	C11orf96	C1QTNF1	C5AR2	CALCRL	CALU	CAVIN1	CAVIN2	CCL14	CCL15-CCL14	CD14	CD36	CD4	CD59	CD93	CDC42EP4	CDH5	CFP	CLDN5	CLEC14A	CLEC1B	CLEC3B	CLEC4G	CLEC4M	CNN3	COL4A1	COL4A2	COL6A2	CPNE2	CRHBP	CSRNP1	CTSD	CTSL	CUL4B	CXCL16	DAAM1	DAB2	DENND4C	DLC1	DLL1	DNASE1L3	DUSP5	ECE1	EDN1	EDNRB	EFNB1	EFNB2	EGFL7	EHD3	ELK3	EMCN	ENG	EPAS1	EPHB4	EPOR	ERG	ESAM	EXOC3L2	F2R	F2RL3	F8	FAM107A	FAM167B	FCGR2B	FCGRT	FCN2	FCN3	FEZ1	FGFR1	FILIP1	FLNB	FLT1	FLT4	FSCN1	FXYD6	FZD4	GALNT15	GARRE1	GAS2L1	GATA4	GBP4	GIMAP8	GJA4	GNG11	GPR182	HDAC7	HECW2	HEG1	HES1	HIPK2	HLA-E	HYAL2	ID1	ID3	IFI27	IFI44L	IFITM10	IFITM3	IGFBP4	IGFBP7	IL1R1	IL33	IL4R	IL6ST	INSR	ITPRIP	KDR	KLF2	KLF4	KLF7	LAMB2	LAPTM4B	LDB2	LGMN	LIFR	LIMCH1	LIMS2	LPAR6	LRATD1	LYVE1	MAF	MAN1C1	MAP3K6	MARCKS	MARCKSL1	MEG3	MEIS2	MID1	MMRN2	MRC1	MRO	MS4A6A	MXD4	MYCT1	MYO10	MYO1C	NEDD9	NFIB	NHERF2	NID1	NISCH	NOS3	NOSTRIN	NOTCH4	NOVA2	NPDC1	NPL	NPR1	NPY1R	NR2F1	NR2F2	NRP1	NRP2	NTN4	NTS	NUAK1	NXPE3	OIT3	PALM	PCAT19	PCDH17	PDE2A	PDE7B	PDK4	PDLIM1	PECAM1	PGM5	PHACTR2	PIM3	PLAC8	PLPP3	PLTP	PLXND1	PPFIBP1	PRCP	PREX2	PRSS23	PTPRB	PXDN	RAMP2	RAMP3	RAPGEF5	RASAL2	RASIP1	RDX	RELN	RNASE1	RNF115	ROBO4	RPGR	S100A16	SASH1	SDCBP	SEC14L1	SELENON	SEMA6A	SERPINH1	SGK1	SGSM1	SH2D3C	SHANK3	SHC2	SHE	SLC16A1-AS1	SLC27A3	SLC7A8	SLCO2A1	SLCO4A1	SMAD6	SMTN	SNTB2	SPARC	SPRY4	ST6GALNAC3	STAB1	STAB2	TACC1	TAMALIN	TBC1D4	TCF4	TCF7L1	TCIM	TCN2	TEK	TFPI	TFPI2	TGFBR2	TGFBR3	TGM2	TIE1	TIMP1	TIMP2	TIMP3	TINAGL1	TLR4	TM4SF1	TM4SF18	TMCC3	TMEM204	TMEM255B	TMEM256-PLSCR3	TMEM37	TMEM44	TNS2	TP53I11	TPM4	TRIOBP	TSPAN14	TSPAN18	TSPAN7	TUG1	USP13	WARS1	WSB1	ZCCHC24	ZNF117	ZNF160	ZNF451	ZNF765
AIZARANI_LIVER_C14_HEPATOCYTES_2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C14_HEPATOCYTES_2	A1BG	A1CF	ABAT	ABHD14A-ACY1	ACAA2	ACAT1	ACSM2A	ACSM5	ADH1A	ADH1B	ADH4	ADH6	ADI1	AFM	AGXT	AHSG	AKR1C4	AKR1D1	ALAS1	ALDH1A1	ALDH1L1	ALDH2	ALDH4A1	ALDH6A1	ALDH8A1	ALDOB	AMBP	ANG	ANGPTL3	APCS	APOA1	APOA2	APOA5	APOB	APOC1	APOC3	APOC4	APOC4-APOC2	APOE	APOH	APOM	ARG1	ASGR1	ASGR2	ASS1	ATF5	ATP5PF	AZGP1	BAAT	BHMT	BHMT2	BNIP3	C1R	C1S	C2	C3	C4BPA	C4BPB	C8A	C8B	C9	CES1	CFB	CFH	CFHR1	CFHR3	CLU	CMBL	CP	CPN2	CPS1	CRP	CRYL1	CYB5A	CYP1A2	CYP27A1	CYP2A13	CYP2B6	CYP2C8	CYP2C9	CYP2D6	CYP2E1	CYP3A4	CYP4A11	CYP4F3	CYP8B1	DCXR	DPYS	ECHS1	EHHADH	EPHX1	ETFB	F12	F2	F9	FABP1	FAH	FBP1	FGA	FGB	FGG	FGL1	FMO3	FTCD	FTL	GADD45G	GAMT	GATM	GC	GJB1	GLYAT	GLYATL1	GPT2	GPX2	GPX3	GRHPR	GSTA1	GSTA2	HAAO	HAMP	HAO1	HAO2	HGD	HMGCS2	HP	HPD	HPN	HPR	HPX	HRG	HSD17B6	HULC	IFITM3	IGF2	IGFBP1	IGFBP4	INSIG1	ITIH1	ITIH3	KNG1	LBP	LDHA	LEAP2	LECT2	LINC01554	LRG1	MAT1A	MGST1	MLXIPL	MPC1	MPST	MST1	MT1E	MT1F	MT1G	MT1H	MT1X	MT2A	MTHFS	NIPSNAP1	NNMT	ORM1	ORM2	PBLD	PCBD1	PCK1	PEBP1	PHYH	PIPOX	PLA2G2A	PLG	PLIN2	PON1	PON3	PRAP1	PRDX6	PRG4	PTGR1	PTMS	PTP4A1	QDPR	QPRT	RARRES2	RBP4	RBP5	RDH16	REEP6	RGN	RIDA	SAA1	SAA2	SAA4	SCD	SCP2	SDS	SELENBP1	SERPINA1	SERPINA11	SERPINA3	SERPINA6	SERPINC1	SERPIND1	SERPINF1	SERPINF2	SERPING1	SHMT1	SLC10A1	SLC22A1	SLC27A5	SMIM14	SOD1	SORD	SPP2	SULT2A1	TAT	TDO2	TF	TLCD4	TMEM176A	TMEM176B	TST	TTR	UGT2B10	UGT2B7	UQCRQ	VTN
AIZARANI_LIVER_C17_HEPATOCYTES_3	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C17_HEPATOCYTES_3	A1BG	ABCA1	ACSL1	ACSM2A	ADH1A	ADH1B	ADH4	AFM	AGXT	AHSG	AMBP	ANG	APOA1	APOA2	APOA5	APOB	APOC1	APOC3	APOE	APOH	ASGR1	ASGR2	AZGP1	BAAT	C1R	C1S	C3	C5	C9	CES1	CES2	CFB	CFH	CFHR3	CLU	CP	CPS1	CRP	CXCL1	CYP1A2	CYP2A13	CYP2B6	CYP2C19	CYP2C8	CYP2C9	CYP2E1	CYP3A4	CYP4F3	CYP8B1	DCXR	EPHX1	F12	F2	F5	FGA	FGB	FGG	FGL1	FN1	FTCD	GPT2	HP	HPN	HPX	HRG	IGF2	IGFBP1	IGFBP2	ITIH1	ITIH3	KNG1	LRG1	MAT1A	MLXIPL	MST1	MT2A	NNMT	ORM1	ORM2	PLG	PLIN5	PTMS	RARRES2	RBP4	SAA1	SELENBP1	SERPINA1	SERPINA3	SERPINC1	SERPIND1	SERPINE1	SERPINF1	SERPINF2	SERPING1	SLC27A5	SULT2A1	TF	TMEM176A	TMEM176B	TNFSF14	UGT2B7	VTN
AIZARANI_LIVER_C18_NK_NKT_CELLS_5	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C18_NK_NKT_CELLS_5	ADA2	ADGRE2	AIF1	ALOX5	ANXA1	APOBEC3A	AREG	ATP2B1	ATP2B1-AS1	ATP6V1B2	BAG3	BCL2A1	C1orf162	C3AR1	C5AR1	CCDC88A	CCL3L3	CCR1	CD163	CD37	CD83	CEBPB	CLEC7A	COTL1	CPVL	CSF1R	CST3	CTSS	CXCL8	CYBB	DNAJA1	DNAJB1	EVI2B	FCER1G	FCGR2A	FCGR3A	FCN1	FGD4	FGL2	FGR	FPR1	FTH1	GADD45B	GPR183	HBEGF	HCK	HCLS1	HK3	HLA-DMA	HLA-DPA1	HLA-DPB1	HLA-DQB1	HLA-DRA	HSP90AA1	HSP90AB1	HSPA1A	HSPA1B	HSPA6	HSPB1	HSPD1	HSPH1	IER3	IER5	IGSF6	IL1B	IRAK3	ITGAX	JARID2	KCTD12	KLF2	KLF4	LAPTM5	LILRB1	LILRB2	LILRB3	LST1	LYN	LYZ	MACROH2A1	MAFB	MARCHF1	MNDA	MPEG1	MS4A7	NCF1	NCF2	NPC2	P2RX7	PABPC4	PHACTR1	PLAUR	PLEK	PMAIP1	POU2F2	PSAP	PTK2B	PTPN6	PTPRE	RAB31	RGS2	RILPL2	RNASE6	RNF144B	S100A11	S100A8	S100A9	SAMHD1	SAT1	SCIMP	SGK1	SLC11A1	SLC7A7	TET2	TGFBI	TLR2	TNFAIP2	TNFRSF1B	TYROBP	VCAN	VIM	ZEB2
AIZARANI_LIVER_C1_NK_NKT_CELLS_1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C1_NK_NKT_CELLS_1	ADGRE5	ADGRG1	AKNA	ALOX5AP	APOBEC3C	APOBEC3G	ARHGAP25	ARHGAP30	ARHGAP45	ARHGAP9	ARHGDIB	ARL4C	ATM	B2M	BCL11B	BIN2	BTG1	BTN3A1	CBLB	CCL5	CCR5	CD2	CD247	CD3D	CD3E	CD3G	CD44	CD48	CD53	CD7	CD8A	CD8B	CD96	CELF2	CLEC2D	CMC1	CNOT6L	CORO1A	CST7	CTSW	CXCR4	CXCR6	CYFIP2	CYTIP	DENND2D	DUSP2	EMB	EOMES	ETS1	EVL	FCMR	FCRL6	FLNA	FYB1	FYN	GCSAM	GIMAP7	GNLY	GZMA	GZMB	GZMH	GZMK	GZMM	HCST	HLA-A	HLA-B	HLA-C	HLA-F	HOPX	IFITM1	IKZF1	IKZF2	IKZF3	IL2RB	IL2RG	IL32	IPCEF1	ISG20	ITGAL	ITGB2	KLRD1	KLRF1	KLRG1	KLRK1	LCK	LCP1	LNPEP	LYST	MAPK1	MBP	MIAT	MLLT6	NKG7	NLRC5	PARP8	PCED1B-AS1	PDE7A	PIK3IP1	PIK3R1	PIP4K2A	PLAAT4	PPP1R18	PPP2R5C	PRDM1	PRF1	PRKACB	PRKCB	PRKCH	PRKCQ	PTP4A2	PTPN22	PTPRC	PTPRCAP	PVRIG	PYHIN1	RAC2	RASAL3	RASSF5	RBM38	RESF1	RGS1	RPL23A	RPL27A	RPL30	RPS27	RPS29	RPS3	RPSA	RUNX3	SASH3	SEMA4D	SH2D1A	SH2D2A	SH3BGRL3	SH3KBP1	SLA	SLAMF6	SLAMF7	SLC38A1	SLFN5	STK10	STK17A	STK4	SYTL3	TBC1D10C	TBX21	TIGIT	TMC8	TMSB4X	TNFRSF1B	TRAC	TRBC1	TRBC2	TRGC1	TXNIP	WIPF1	ZFP36L2
AIZARANI_LIVER_C20_LSECS_3	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C20_LSECS_3	ACKR3	ACP5	ACTN1	ADAM9	ADAMTS1	ADAMTS4	ADAMTS9	ADGRF5	ADGRL4	ADM	AFF4	AHCTF1	AKAP12	ANGPTL4	ANKRD11	APOLD1	APP	ARGLU1	ARHGAP23	ARHGAP26	ARHGAP29	ARHGEF7	ARSG	ASAP1	B4GALT5	BAZ1A	BDP1	BHLHE40	BMPR2	BNIP3L	BTNL9	C11orf96	C1QTNF1	C5AR2	CAMSAP2	CAVIN1	CAVIN2	CCDC144A	CCDC50	CCL15-CCL14	CD14	CD36	CD59	CD9	CD93	CDC37	CDC42BPB	CDH5	CDK17	CDKN1A	CEMIP2	CEP170	CHD7	CHSY1	CLEC1B	CLEC4G	CLEC4M	CNKSR3	COL4A1	COL4A2	CRHBP	CRIM1	CSNK1E	CTSL	CUL4B	CXCL16	DAAM1	DAB2	DCUN1D3	DDX21	DDX3Y	DLC1	DNASE1L3	DNMBP	DNTTIP2	DUSP5	DUSP6	DYNC2I1	EEA1	EFNB2	EIF5B	EMP1	ENG	EPAS1	ERG	ESAM	ETS2	F8	FAM107A	FAM43A	FCN2	FCN3	FGF23	FGFR1	FILIP1	FKBP1A	FLNB	FLT1	FNDC3B	FOSL1	FOSL2	FOXC1	FXYD6	GALNT1	GARRE1	GOLGA4	GOLGB1	GPRC5A	GRB10	HERC1	HIC1	HIF1A	HIPK2	HPCAL1	HYAL2	ICAM1	IFI16	IFI27	IGFBP7	IL1R1	IL1RL1	IL33	IL4R	IL6ST	INSR	ITGA5	ITGA9	ITPKC	ITPRIP	IVNS1ABP	JAM3	JMJD1C	JUND	KCTD20	KDM6B	KDR	KLF7	LDB2	LGMN	LIFR	LIMA1	LIMCH1	LMNA	LRRC32	LUZP1	LYVE1	MACF1	MAP1B	MARCHF3	MARCKS	MARCKSL1	MAST4	MCAM	MEG3	MID1	MIR4435-2HG	MRC1	MRO	MTCL2	MYCT1	MYO10	NAMPT	NAV1	NCL	NCOA7	NDRG1	NFKBIA	NID1	NOLC1	NOS3	NOTCH4	NR2F1	NR5A2	NRIP1	NRP1	NRP2	NXPE3	OIT3	OSMR	PAPSS2	PCDH17	PDE2A	PDLIM1	PEA15	PEAK1	PHC2	PIEZO2	PLAUR	PLCB1	PLEKHG1	PLPP3	PLTP	PLXNA2	PNP	PPFIBP1	PPP1R15A	PRCP	PREX2	PRICKLE2	PRKD3	PRSS23	PTPN1	PTPRB	PVR	PXDN	PXN	RAI14	RALA	RAPGEF5	RASIP1	RBBP6	RBM17	RBM25	RBMS1	RDX	RELN	RHOJ	RIPOR1	ROBO4	ROCK2	RPGR	RRBP1	S100A16	S1PR1	SASH1	SBNO2	SDCBP	SEC14L1	SEMA3F	SEMA6A	SERPINE1	SERPINH1	SGK1	SHANK3	SHROOM4	SLC20A1	SLC25A37	SLC2A3	SLC4A7	SLC7A1	SLC7A8	SLCO4A1	SNRK	SNX9	SOCS3	SORBS1	SOX17	SOX7	SPAG9	SPARC	SPRY4	SRGAP1	SSH1	STAB1	STAB2	STC1	STC2	STX12	TAL1	TANC1	TCERG1	TCF4	TCF7L2	TCIM	TFPI	TFPI2	TGFBR3	TGM2	THBD	TIE1	TIMP1	TIMP3	TINAGL1	TM4SF1	TMEM51	TNFRSF10B	TNFRSF10D	TOP1	TOX2	TUBB6	UACA	UGCG	UPP1	USP13	VCL	WARS1	WDR43	WSB1	WWTR1	YBX3	YES1	ZEB1	ZEB2	ZNF160	ZNF462
AIZARANI_LIVER_C21_STELLATE_CELLS_1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C21_STELLATE_CELLS_1	ACTA2	ACTN1	ACTN4	ADAMTS1	ADAMTS2	ADAMTSL2	AEBP1	AGTR1	ALDH1A1	ANK3	ANTXR1	ARID5B	ATN1	BGN	BMP2	BTG2	C11orf96	C1QTNF1	C1R	C1S	C7	CALD1	CAV1	CAVIN1	CAVIN3	CCBE1	CCDC3	CCDC80	CCL2	CCN1	CCN2	CCNI	CD63	CD81	CDC42EP3	CDKN1A	CEBPB	CEBPD	CFH	CH25H	CITED2	CLDN11	COL14A1	COL1A1	COL1A2	COL3A1	COL4A1	COL4A2	COL5A1	COL6A1	COL6A2	COL6A3	COLEC11	CPXM2	CRISPLD2	CRYAB	CSRNP1	CSRP1	CTDSPL	CXCL12	CYBRD1	DCN	DDR2	DEPP1	DKK3	DPT	DPYSL2	DSTN	DYNLL1	EDNRB	EFEMP1	EGR1	EMP1	ENG	EPAS1	FBLN1	FBLN2	FBLN5	FBN1	FHL1	FILIP1L	FOS	FOSB	FSTL1	GEM	GGT5	GLUL	GPC6	GPX3	GSN	H19	HGF	HLA-DRB1	HSPB1	IER3	IFITM2	IFITM3	IGFBP3	IGFBP4	IGFBP5	IGFBP7	IL1RL1	INMT	ITGA8	ITGA9	ITGB1	ITGB5	ITM2C	JUNB	KAZN	KLF4	LAMB1	LAMC1	LAMC3	LGALS1	LGALS3BP	LMNA	LRP1	LTBP4	LUM	MAFF	MAP1B	MARCKS	MASP1	MATN2	MFAP4	MGP	MITF	MKNK2	MMP19	MMP2	MT1M	MXRA7	MYADM	MYC	MYH10	MYL9	MYLK	NEXN	NFIA	NFIX	NR2F1	NR2F2	OLFML3	PALLD	PCDH9	PCOLCE	PDGFRA	PHLDA1	PLCXD3	PRELP	PROS1	PRSS23	PTGDS	PTN	QSOX1	RBMS3	RBP1	RBPMS	RGS16	RGS2	RGS4	RN7SK	RND3	RRAS	SERPINE1	SERPINF1	SFRP1	SLC38A2	SLIT3	SOCS3	SOD3	SPARC	SRPX	SSPN	SYNPO2	TCEAL4	TCF4	THBS1	THBS2	THY1	TIMP1	TIMP2	TIMP3	TIPARP	TMEM204	TNS1	TPM4	TSC22D1	TSC22D2	VCL	VIM	ZFP36	ZFP36L1
AIZARANI_LIVER_C22_RESIDENT_B_CELLS_2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C22_RESIDENT_B_CELLS_2	AMPD1	BLOC1S5-TXNDC5	BTG2	CD27	CD79A	CREB3L2	CRELD2	DERL3	ERLEC1	FCRL5	FKBP11	FOSB	H1-10	HERPUD1	HLA-DOB	HSP90B1	ITM2C	LY9	MEI1	MZB1	PLPP5	POU2AF1	PRDX4	PTK2B	RAB30	SDF2L1	SEC11C	SLAMF7	SPCS2	SSR4	TENT5C	TSC22D3	XBP1
AIZARANI_LIVER_C23_KUPFFER_CELLS_3	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C23_KUPFFER_CELLS_3	ACTB	ADA2	AGFG1	AHR	AIF1	ALDOA	ALOX5	ANXA1	AP1S2	APLP2	APOBEC3A	AREG	ARRB2	ATP2B1	ATP2B1-AS1	ATP6V0B	ATP6V1B2	BASP1	BCL2A1	BCL6	C1orf162	C5AR1	CALM2	CCDC69	CCDC88A	CCR1	CD14	CD163	CD300E	CD37	CD44	CD52	CD55	CD93	CDC42EP3	CFD	CFP	CKAP4	CLEC12A	CLEC4E	CLEC7A	CNTRL	COTL1	CPPED1	CPVL	CREB5	CSF3R	CSGALNACT2	CSTA	CTSB	CTSS	CXCL8	CYBB	DDX60L	DOK3	DUSP6	EFHD2	EMILIN2	EREG	EVI2B	FBLIM1	FCER1G	FCGR2A	FCN1	FGL2	FGR	FKBP1A	FPR1	FTH1	FYB1	GAS7	GCA	GK	GLIPR2	GMEB1	GMFG	GNAI2	GRB2	GRK2	GRN	HCK	HCLS1	HK3	HSPA1A	HSPA1B	IFNGR2	IGSF6	IL17RA	IL1B	IL1R2	IRAK3	IRS2	ITGAM	ITGAX	ITGB2	JAML	JARID2	JDP2	KCNMB1	KCTD12	KLHL8	LAPTM5	LGALS1	LILRB2	LILRB3	LIMS1	LINC01001	LINC02909	LRRFIP1	LRRK2	LST1	LTA4H	LY86	LYN	LYZ	MACC1	MACROH2A1	MAFB	MARCHF1	MEGF9	METTL21A	MNDA	MPEG1	MPP1	MX2	MYO1F	NAIP	NAMPT	NCF2	NFAM1	NFKBIA	NLRP12	OAZ1	PARVG	PCDH11Y	PELATON	PHC2	PILRA	PKM	PLAUR	PLBD1	PLCB2	PLEK	PLP2	PLXDC2	POU2F2	PREX1	PRKCB	PRKCD	PSAP	PTAFR	PTEN	PTGS2	PTK2B	PTPRE	RAB31	RASSF2	RGS2	RHOG	RILPL2	RIPOR2	RN7SL368P	RNASEK	RNF130	RNF144B	ROCK1	RTN3	S100A10	S100A11	S100A12	S100A4	S100A6	S100A8	S100A9	SAMHD1	SAMSN1	SAT1	SDCBP	SECTM1	SELL	SERPINB1	SH3BGRL3	SIRPB1	SIRPB2	SKAP2	SLA	SLC11A1	SLC25A37	SLC2A3	SLC43A2	SLC7A7	SMAP2	SOD2	SPTLC2	SRGN	TALDO1	TET2	THBS1	TKT	TLR2	TMEM127	TNFAIP2	TNFRSF1B	TNFSF13B	TREM1	TRIM38	TRPS1	TSPO	TYMP	TYROBP	USP15	VCAN	VIM	VMP1	VNN2	VSIR	VSTM4	WAS	ZEB2	ZNF281	ZNF471
AIZARANI_LIVER_C24_EPCAM_POS_BILE_DUCT_CELLS_3	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C24_EPCAM_POS_BILE_DUCT_CELLS_3	ABHD2	ABLIM1	ACTG1	ACTN4	AFDN	AGR2	AKR1B10	AKR1C2	ANPEP	ANXA11	ANXA13	ANXA2	ANXA4	ANXA5	AQP1	AQP3	ATF3	ATP1A1	ATP1B1	BACE2	BEX3	BIRC3	BMP2	CALM2	CAMK2N1	CAPN2	CAV2	CCND1	CD151	CD24	CD59	CD63	CDC42EP1	CDH1	CDKN1C	CEACAM6	CES1	CFTR	CGN	CHP1	CHST4	CLDN1	CLDN10	CLDN3	CLDN4	CLDN7	CLIC1	CLINT1	CLU	CPM	CRYAB	CTSH	CXCL6	CXCL8	CYFIP1	CYSTM1	DCDC2	DDR1	DEFB1	DSG2	DSP	DSTN	DUSP4	DYNC1I2	EEIG1	ELF3	ENAH	EPCAM	ERBB3	EZR	FA2H	FXYD3	GABRP	GADD45A	GALNT4	GCNT3	GOLM1	GPX2	GSTP1	GTF2I	HBEGF	HSPB1	ITGB1	KCNJ15	KLF5	KLK11	KRT18	KRT19	KRT7	KRT8	LAD1	LAMB3	LCN2	LGALS2	LGALS3	LGALS4	LMNA	LMO4	LMO7	LRP10	MAL2	MLPH	MMP7	MSI2	MUC1	MUC13	MUC5B	MUCL3	MYADM	MYL12B	MYL6	MYO1C	NECTIN2	NFIB	NHSL3	NQO1	NR2F2	OCLN	ONECUT2	PDZK1IP1	PERP	PHLDA2	PIGR	PLD1	PMEPA1	PPDPF	PRDX5	PTPRF	RAB11FIP1	RAC1	RBM47	S100A10	S100A11	S100A14	S100A6	SDC4	SDCBP2	SGMS2	SHROOM3	SLC12A2	SLC12A7	SLC4A4	SLC5A1	SLPI	SORBS2	SOX4	SOX9	SPATS2L	SPINK1	SPINT1	SPINT2	SPP1	SPTBN1	TACSTD2	TAGLN2	TAX1BP3	TENT5A	TFF3	TJP1	TM4SF1	TM4SF4	TMC5	TNFAIP2	TNFRSF12A	TNFRSF21	TPM1	TPM4	TPPP3	TRNP1	TSPAN3	TSPAN8	TSPO	TST	TTN	TUBB	TUBB2A	TUBB4B	TXLNG	TXN	UGT2B15	VAMP8	VSTM2L	VTCN1	WEE1	WFDC2
AIZARANI_LIVER_C25_KUPFFER_CELLS_4	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C25_KUPFFER_CELLS_4	ACTB	ADA2	ADGRE2	AHR	AIF1	ANXA1	AP1S2	AREG	ARRB2	ATP1B3	ATP2B1	ATP6V1B2	B3GNT5	BASP1	C1orf162	C5AR1	CCDC88A	CD163	CD1C	CD55	CD83	CD86	CELF2	CIITA	CLEC10A	CLEC4E	CLEC7A	CLN8	CMTM6	CNTRL	COTL1	CPVL	CSF1R	CST3	CTSS	CXCL16	CXCL3	CXCL8	CXCR4	CYBB	DDX21	EMILIN2	EREG	EVI2B	FCER1A	FCER1G	FCGR2A	FCN1	FGD4	FGL2	FGR	FLT3	FPR1	FTH1	GAPT	GNA13	GPAT3	GPR183	GPX1	GRN	GZMB	H3-3A	HBEGF	HCK	HCLS1	HERPUD1	HLA-DMA	HLA-DMB	HLA-DOA	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB5	HSPA6	ICOSLG	IER3	IGSF6	IL13RA1	IL1B	IL1R2	IL1RN	IRAK3	IRF4	IRF8	ITGAX	ITGB2	JAML	JARID2	KCTD12	KDM6B	KLF4	KLHL6	LAPTM5	LGALS9	LILRB1	LILRB2	LILRB3	LIMS1	LITAF	LRRFIP1	LST1	LYN	LYZ	MACROH2A1	MAFB	MAP3K8	MARCHF1	METRNL	MIS18BP1	MNDA	MPEG1	MS4A7	NAMPT	NCF2	NLRP3	NPC2	NR4A2	NR4A3	OGFRL1	PABPC1	PABPC4	PHACTR1	PLAUR	PLD4	PLEK	PMAIP1	POU2F2	PPT1	PSAP	PSTPIP2	PTK2B	PTPRE	RAB31	REL	RGCC	RGS1	RGS2	RHOQ	RILPL2	RNASE6	RNASET2	RNF144B	RPL36A	S100A11	SAMHD1	SAMSN1	SAT1	SELL	SERPINB9	SGK1	SH2B3	SLC11A1	SLC15A3	SRGN	STK17B	SYK	TET2	TGFBI	THBD	THBS1	THEMIS2	TLR2	TMSB10	TNFRSF1B	TNFSF13B	TYROBP	VCAN	VEGFA	VIM	ZEB2	ZNF331
AIZARANI_LIVER_C28_NK_NKT_CELLS_6	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C28_NK_NKT_CELLS_6	AKNA	ANXA1	AREG	ARHGDIB	ATP1B3	AUTS2	BCL11B	BTG1	CD40LG	CD44	CD52	CD53	CD69	CDC42SE2	CELF2	CNOT6L	CREM	CRYBG1	CXCL13	CXCR4	CXCR6	CYTIP	DUSP4	EMB	EML4	ETS1	EVI2A	FAM177A1	FNBP1	FYN	GATA3	GPR171	GPRIN3	IL2RG	IL7R	ITK	JUNB	KIT	KLRB1	LCP1	LEF1	LEPROTL1	MAF	MYBL1	NFKB1	NIBAN1	NR3C1	PARP8	PBXIP1	PDCD4	PDE4D	PDE7A	PIK3R1	PIM2	PPP1CB	PPP1R2	PPP2R5C	PRDM1	PTGER4	PTPRC	RASSF5	RBPJ	RCAN3	RGCC	RGS1	RNF125	RPL36A	RPS27	RPS27A	RPS29	RUNX3	SAMSN1	SARAF	SATB1	SH2D2A	SLA	SLC38A1	SMAP2	SMCHD1	SPOCK2	SRGN	STK17A	STK17B	STK4	SYTL3	TCF7	TENT4B	TENT5C	TNFAIP3	TRAC	TRBC2	TSC22D3	TXNIP	USP36	WIPF1	XCL1	ZC3HAV1	ZFP36L2	ZNF331
AIZARANI_LIVER_C29_MVECS_2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C29_MVECS_2	A2M	ABI3BP	ABLIM1	ACKR3	ACTN1	ADAMTS1	ADAMTS4	ADAMTS9	ADGRF5	ADGRG1	ADGRL4	AFF1	AHNAK	AIF1L	AKAP12	ANXA1	ANXA2	APOLD1	APP	AQP1	ARHGAP23	ARHGAP31	ARID5B	ARL4A	ASAP1	ATN1	ATP1A1	ATP1B3	AVPI1	B4GALT1	B4GALT5	BGN	BMP4	BMPR2	BMX	C11orf96	C1QTNF1	C7	CALCRL	CAV1	CAV2	CAVIN1	CAVIN2	CCL15-CCL14	CCN1	CCN2	CD151	CD320	CD34	CD55	CD59	CD9	CD93	CDC42EP3	CDH5	CDKN1A	CGNL1	CHSY1	CLDN5	CLEC14A	CLEC3B	CMIP	CNTNAP3B	COL3A1	COL8A1	CPE	CRIM1	CRIP2	CRTAP	CSRP1	CTNNAL1	CYB5R3	CYYR1	DDX21	DKK3	DLC1	DOC2B	DOCK9	DPYSL2	DPYSL3	DSTN	DUSP6	ECE1	EDN1	EFNB2	EHD2	EHD4	ELK3	EMCN	EMP1	ENG	EPAS1	ERG	ESAM	F2R	F8	FAM107A	FBLN2	FGD5	FGF2	FILIP1	FILIP1L	FKBP1A	FLNB	FLOT1	FLT1	FNIP2	FOSB	FOSL1	FOXC1	FXYD6	GALNT15	GARRE1	GJA1	GJA5	GNAI2	GNAS	GNG11	GPM6A	GPRC5A	GPX3	GSN	HBEGF	HEG1	HIF1A	HLA-E	HSP90AB1	HSPB1	HYAL2	ID1	ID3	IFI27	IFI6	IFITM2	IFITM3	IGFBP3	IGFBP4	IGFBP7	IL1R1	IL1RL1	IL33	IL6	INMT	INPP1	INSR	ITGA5	ITM2A	ITM2B	ITPKC	ITPRIP	JAM2	JMJD1C	JUND	KCNN3	KCTD12	KDM6B	KLF2	KLF3	KLF4	LAMB2	LDB2	LIFR	LIMA1	LIMCH1	LMNA	LMO2	LRRC32	LTBP4	LUZP1	MAFF	MAST4	MATN2	MDK	MECOM	MGP	MIDN	MIR22HG	MMRN1	MMRN2	MYADM	MYC	MYCT1	MYO1C	MYOF	NASP	NCOA7	NDRG1	NDRG4	NEDD9	NFATC1	NFATC2	NFIA	NFIB	NIBAN2	NOLC1	NOP56	NOS3	NOTCH4	NPDC1	NR2F1	NR2F2	NRN1	NTS	NUDT10	OAZ2	OMD	PALM	PALMD	PARVA	PDLIM1	PDLIM5	PEA15	PECAM1	PGM5	PKIG	PLEC	PLPP1	PLPP3	PLSCR4	PLTP	PLVAP	PNP	POSTN	PREX2	PRSS23	PTGDS	PTGIS	PTGS1	PTHLH	PTPN12	PTPN14	PTPRB	PTPRG	PTTG1IP	RAMP2	RAMP3	RBMS3	RFK	RFX2	RHOJ	RIPOR1	RNASE1	RPGR	RSPO3	S100A10	S100A16	S1PR1	SASH1	SEC14L1	SELE	SELP	SERPINB6	SERPINB9	SERPINE1	SKI	SLCO2A1	SNTB2	SOCS3	SOX7	SPAG9	SPARCL1	SPRY1	SPRY4	SPTAN1	SPTBN1	SRPX	ST6GALNAC3	STC1	STOM	SULF2	SWAP70	SYNPO	TACC1	TAGLN2	TCF4	TCF7L1	TEK	TFPI	TFPI2	TGFBR3	TGM2	THBD	TIE1	TIMP1	TIMP2	TIMP3	TINAGL1	TLR4	TM4SF1	TMCC3	TMEM47	TMSB10	TMTC1	TNS2	TP53I11	TPM4	TRIOBP	TSC22D1	TSC22D2	TSPAN18	TSPAN7	TTC28	TUBA1A	TUBB4B	TUBB6	UACA	UPP1	VIM	VWF	WARS1	WWTR1	YBX3	YWHAE
AIZARANI_LIVER_C2_KUPFFER_CELLS_1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C2_KUPFFER_CELLS_1	ADA2	ADAM28	AHR	AIF1	ALOX5	ANXA1	AP1S2	AREG	ARPC1B	ARPC3	ARRB2	ATP1B3	ATP6V1B2	AXL	BASP1	BCAT1	C1QA	C1QB	C1QC	C1orf162	C3AR1	C5AR1	CALHM6	CCDC88A	CCL3L3	CCR1	CD163	CD1C	CD37	CD83	CD84	CD86	CELF2	CIITA	CLEC10A	CLEC4E	CLEC7A	COTL1	CPM	CPVL	CSF1R	CST3	CTSB	CTSH	CTSS	CXCL16	CXCL8	CYBB	CYRIB	DPYSL2	EMILIN2	EVI2B	F13A1	FABP5	FCER1A	FCER1G	FCGBP	FCGR2A	FCGR2B	FCGR3A	FGD2	FGL2	FGR	FPR1	FPR3	FTH1	FTL	GAPT	GNAQ	GPR183	GPR34	GPX1	GRN	HCK	HCLS1	HERPUD1	HLA-DMA	HLA-DMB	HLA-DOA	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB5	HSPA6	IER3	IER5	IFNGR1	IGSF6	IL13RA1	IL18	IL1B	IL1R2	IRF8	ITGAX	ITGB2	JAML	JARID2	KCTD12	KLF4	KLHL6	LAPTM5	LGALS1	LGALS9	LILRB2	LILRB3	LILRB4	LIMS1	LIPA	LPCAT2	LRRC25	LST1	LY86	LYN	LYZ	MACROH2A1	MAFB	MAP3K8	MARCHF1	MFSD1	MIS18BP1	MNDA	MPEG1	MRC1	MS4A4A	MS4A6A	MS4A7	MSR1	NAP1L1	NCF2	NCOA4	NLRP3	NPC2	NR4A3	OGFRL1	P2RY13	PABPC1	PABPC4	PARVG	PHACTR1	PKM	PLAUR	PLD4	PLEK	PLEKHO1	PLXDC2	POU2F2	PPT1	PSAP	PSTPIP2	PTAFR	PTEN	PTPRE	RAB31	RBPJ	REL	RGCC	RGS1	RGS10	RGS2	RILPL2	RNASE6	RNASET2	RNF130	RNF144B	ROCK1	RPL36A	RPS11	RPS24	RTN1	S100A11	SAMHD1	SAT1	SGK1	SH2B3	SLC15A3	SLCO2B1	SMAP2	SRGAP1	SRGAP2B	SRGN	STK17B	SYK	TBXAS1	TGFBI	THEMIS2	TLR2	TMSB10	TMSB4X	TNFRSF1B	TNFSF13B	TPP1	TYROBP	UCP2	VIM	VSIG4	VSIR	WDFY4
AIZARANI_LIVER_C30_HEPATOCYTES_4	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C30_HEPATOCYTES_4	A1CF	A2M	AASS	ABCA1	ABCA5	ABCA6	ABCC2	ABCC3	ABHD15	ABLIM3	ACACB	ACAD11	ACADVL	ACER3	ACSL1	ACSM2A	ACSM5	ADCY1	ADGRA3	ADGRG6	ADPRHL1	AFM	AGXT	AHI1	AIG1	AIPL1	AK3	ALAS1	ALDH1L1	ANGPTL4	AP1M1	APMAP	AR	ARG1	ARHGEF10L	ARHGEF26	ARIH2OS	ARL10	ARMC9	ARSK	ASGR1	ASL	ASPG	ATF3	BAAT	BCDIN3D	BCL6	BCO2	BDH1	BHMT	BHMT2	BIVM	C15orf40	C17orf75	C1R	C2orf68	C4BPB	C5	C5AR2	C6	C8A	CA5A	CAMK1D	CAPN3	CCBE1	CCDC142	CCDC30	CCNL2	CCT8	CEP89	CFH	CFHR3	CHDH	CHORDC1	CHRD	CLMN	CLNK	CMC2	CMKLR2-AS	CNKSR3	COBLL1	COL18A1	COL27A1	COLEC12	COMMD2	CP	CPEB4	CPS1	CRP	CSAD	CXCL1	CYB561A3	CYP2A13	CYP2B6	CYP2C19	CYP2C8	CYP2C9	CYP2D6	CYP3A4	CYP3A43	CYP3A5	CYP4F3	DCPS	DDI2	DDR1-DT	DDX10	DESI1	DGKH	DHTKD1	DIS3	DNAJA1	DNAJC22	DSG2	DSG3	DST	DSTYK	ECHDC2	EFNA1	ELL2	EMC10	ENPP1	EPHX2	ERBB3	ERRFI1	EXOC3-AS1	F12	F5	F7	FAM161A	FAM20A	FAM98B	FAXC	FBXL18	FBXO17	FBXO21	FBXO22	FBXO31	FBXO48	FEM1A	FHL2	FKBP5	FMN1	FMO3	FMO5	FOXO1	FOXO3	FST	FTCD	FYB2	GABPB1-AS1	GABPB2	GADD45G	GCGR	GCKR	GFOD2	GGPS1	GLYCTK	GMEB1	GNE	GNL3L	GOLGA8B	GPAM	GPR82	GPT2	GRB14	GRTP1	GSDMB	GTDC1	GTF2H2	GTF2H2C	GTF3C2-AS2	GTPBP10	H6PD	HAL	HAO2	HAP1	HDHD3	HEATR5A	HELB	HEMK1	HGD	HGFAC	HLF	HPN	HPX	HSPA4L	ICA1L	ID2	IDH2	IDS	IGFBP1	IKBIP	IL1RAP	IL6R	INE2	INSIG1	INTS6	IRS2	ITGA9-AS1	ITIH1	ITIH3	ITPR2	ITSN1	IYD	KCNA7	KCNMB1	KIF1C	KIR3DX1	KIZ-AS1	KLF6	KPNA6	KREMEN1	L1TD1	LACTB2-AS1	LEAP2	LEPR	LINC00574	LINC00887	LINC00895	LINC00963	LINC01116	LINC01209	LINC01285	LINC01502	LINC01521	LINC01554	LMOD3	LONP2	LRCH3	LRP6	LRRC27	LRRC57	LRRC58	LSINCT5	LUADT1	LYRM7	MACC1	MAP3K14	MAS1	MAST4	MAT1A	MAVS	MDM2	MEG8	MEGF9	METTL21A	METTL2B	MFAP5	MFSD4B	MIGA1	MIRLET7BHG	MKLN1-AS	MKNK2	MLXIP	MLXIPL	MOGAT3	MPV17L	MREG	MST1	MTMR9	MTO1	MUC3A	MYO1B	NAA16	NBPF11	NBPF12	NCBP3	NDUFV3	NEDD9	NFX1	NLRP12	NNT	NNT-AS1	NOS1AP	NR1I2	NSUN6	NTRK3	NUGGC	OLAH	ONECUT2	PABPC1L	PAH	PAN2	PART1	PCAT7	PCDH11Y	PCDHB1	PCK1	PCLAF	PCYT1A	PDE4DIP	PDE6A	PDP2	PEDS1	PHACTR4	PHF6	PHF8	PHKA2	PIK3C3	PLEKHA2	PLGLB1	PLIN4	PLIN5	PNISR	PNPLA3	PNPT1	POLR2J3	POR	PPARA	PPARGC1A	PPP1R12B	PPP1R3B	PPP2R1B	PPP6R2	PROC	PROX1	PROZ	PTAFR	PTK6	PTP4A1	PTPN3	QSOX1	RAB27A	RAD54L2	RALGAPA2	RAMP2-AS1	RANBP10	RBBP5	RBL1	RCL1	RHOBTB3	RIOK3	RN7SL134P	RN7SL202P	RN7SL274P	RN7SL391P	RN7SL403P	RN7SL510P	RN7SL602P	RN7SL605P	RN7SL811P	RNF115	RNF216	RNF41	RPS27L	RPS6KA5	RSPH3	RUNDC1	SCML1	SDS	SEC14L4	SEC23A	SELENBP1	SELENOO	SEMA3E	SERAC1	SGMS1-AS1	SGSM1	SH3PXD2A	SHROOM1	SIK2	SIN3B	SLC13A5	SLC14A2	SLC17A9	SLC23A2	SLC25A13	SLC25A16	SLC25A18	SLC25A37	SLC27A2	SLC28A2	SLC31A1	SLC35E3	SLC39A14	SLC43A2	SLC7A2	SLCO1B3	SNAP29	SNORD3A	SORL1	SRD5A1	SRSF11	ST3GAL6	STAT3	STEAP4	STXBP5-AS1	SUGP2	SVOP	TAF8	TAT	TEAD1	TENM1	TENT5A	TJP2	TLCD2	TLCD4	TMEM106A	TMEM192	TMEM254-AS1	TMEM87A	TNFAIP8L1	TNFSF14	TNRC6A	TRIM72	TRMT9B	TSHZ2	TTC38	TUBD1	TUT7	UBE2G2	UBN2	UBR4	UCKL1-AS1	ULK1	UTP23	VEGFA	VHL	VSIG1	VSTM4	WDR31	WNT2B	XKR4	XPR1	YIF1B	YIPF4	ZBTB25	ZC3H13	ZFAND5	ZHX3	ZKSCAN1	ZMAT3	ZNF101	ZNF154	ZNF264	ZNF283	ZNF397	ZNF419	ZNF426	ZNF454	ZNF554	ZNF556	ZNF605	ZNF639	ZNF641	ZYG11B
AIZARANI_LIVER_C31_KUPFFER_CELLS_5	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C31_KUPFFER_CELLS_5	ACADVL	ACOT9	ACSM2A	ADAP2	AIF1	APOBEC3A	ARHGEF10L	ASPG	ATP1B3	ATP2B1	BAZ1A	C3orf62	C4BPB	C5AR1	CALD1	CCDC88A	CD300E	CHRD	CLEC7A	COTL1	CRP	CTSB	CTSS	CYBB	CYP2A13	CYP2B6	CYP3A5	CYP4F3	DISP2	DSG3	ECHDC2	EFNA1	EVI2B	FCER1G	FCGR3A	FCN1	FGR	FST	GADD45B	GGPS1	GPT2	H6PD	IL1B	IL1RN	IL6R	IRAK3	ITGAX	ITIH3	JARID2	KCNAB2	LILRB1	LILRB2	LILRB3	LONP2	LRRFIP1	LST1	LUC7L3	LYN	MAFB	MARCO	MDM2	MEGF9	METTL21A	MFSD4B	MIRLET7BHG	MLXIPL	MPV17L	MS4A7	MST1	MT2A	MYH11	NAMPT	NKTR	NLRP12	NSUN6	NTRK3	PAG1	PELATON	PHF8	PLAUR	PLIN5	POU2F2	PSAP	PTK2B	RBM25	REL	RGS2	RN7SL510P	RNF144B	ROCK1	S100A11	SAMD5	SAT1	SELENOO	SH3BP2	SHROOM1	SLC11A1	SLC13A5	SLC25A37	SLC43A2	STAT3	STK19	SVOP	TCF7L2	TENM1	TENT5A	TLCD2	TNFRSF1B	TNFSF14	TNRC6A	TYROBP	UTP23	VCAN	VMP1	VSIG1	WARS1	ZC3H13	ZEB2	ZKSCAN1	ZMAT3
AIZARANI_LIVER_C32_MVECS_3	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C32_MVECS_3	ACKR1	ACKR3	ACTN1	ADGRG6	AFF1	AKAP12	ANKRD26	APOL1	APOLD1	APP	ARL4A	B2M	BHLHE40	BMX	BST2	C11orf96	C7	CALCRL	CEBPD	CFLAR	CLDN11	CRIM1	CSRNP1	CXCL1	CXCL11	CXCL9	DPYSL2	EHD4	ENG	EPAS1	EPHB4	FBLN2	FCGR2B	FGFR1	FKBP1A	FOXC1	FSTL3	GBP4	GIMAP4	GPM6A	HDAC7	HEG1	HLA-A	HLA-B	HLA-E	HSPB8	HYAL2	ID1	IFI27	IFI44L	IFITM1	IFITM3	IGFBP7	IL1R1	IL32	IL33	IL6ST	INMT	IRAK3	ITM2B	ITPRIP	KLF2	KLF4	KLF9	KRAS	LIFR	MAPK7	MATN2	MMRN2	NCOA7	NDRG1	NFIA	NFKBIZ	NOS3	NOSTRIN	NOVA2	NPDC1	NR2F2	NRP2	NTN4	PARP14	PDE2A	PDLIM1	PECAM1	PELI2	PPFIBP1	PRCP	PRSS23	PTGDS	PTGIS	PTGS1	PTPRB	RAMP3	RNASE1	SELE	SGK1	SLC38A2	SMAD6	SNTB2	SOCS3	SOX7	SPRY1	SPRY4	SPTBN1	SRPX	TACC1	TAL1	TFPI	TGFBR3	TGM2	THBD	TIAM1	TIMP3	TLR4	TMSB10	TNFSF10	TNS1	TRIM56	TSC22D1	VCAM1	VWF	WARS1	WWTR1	ZCCHC24	ZMYND8
AIZARANI_LIVER_C33_STELLATE_CELLS_2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C33_STELLATE_CELLS_2	A2M	ACTA2	ADAMTS1	ADGRF5	ANK3	ANTXR1	ANXA6	ARHGEF17	ATN1	ATP1B3	BAZ1B	BGN	C11orf96	C7	CALD1	CAMK2N1	CAV1	CAVIN3	CCDC3	CCDC92	CD59	CDC42BPA	CLMN	COL1A1	COL1A2	COL3A1	COL4A1	COL4A2	COL5A1	COL6A1	COL6A2	COLEC11	CPE	CRISPLD2	CRYAB	CYGB	DBNDD2	DLC1	DST	EBF1	ENAH	EPAS1	EPB41L2	FIGN	FLNA	FXYD6	GJA4	GNAS	GPX3	ID3	ID4	IFITM2	IGFBP5	IGFBP7	IMPA2	ISYNA1	ITGA1	ITGA7	ITGB1	KANK2	KLHL23	LAMB1	LAMC1	LGALS1	LGI4	LHFPL6	LPP	LUC7L3	MAP1B	MBTPS1	MCAM	MEF2D	MGP	MXRA7	MYH11	MYH9	MYL9	MYLK	NEXN	NFIA	NID1	NOTCH3	NR2F2	NRXN1	NT5DC2	NUDT4	OAZ2	PAG1	PALLD	PBX1	PCM1	PELO	PHLDA1	PLA2G5	PLAT	PLS3	PPP1R12B	PRKG1	PTH1R	PTN	PXDN	RASD1	RBMS3	RBPMS	RCAN2	RGS5	SEMA5A	SEPTIN11	SEPTIN4	SOD3	SPARC	SPARCL1	TBX2	TIMP3	TLN1	TNS1	TOB1	TOB2	TPM1	TPM2	TPM4	TSC22D1	TSPAN3	UACA	VIM	ZFHX3
AIZARANI_LIVER_C34_MHC_II_POS_B_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C34_MHC_II_POS_B_CELLS	AEBP1	AFF3	ARHGEF18	ARL10	ATF7IP	ATP2B1	BACH2	BANK1	BCL11A	BICD2	BIRC3	BOD1L1	CAMK1D	CCR7	CD19	CD1C	CD22	CD37	CD52	CD79A	CD79B	CD82	CD83	CIITA	CLCN6	CLEC2D	CLN8	CNTRL	CORO1A	CXCR4	CXXC5	CYBB	CYFIP2	DDX6	DGKD	DOK3	EBF1	EEF1B2	EEF2	EGR3	EVI2B	FAU	FCMR	FCRL1	FCRL2	FCRLA	FOXP1	GABPB1-AS1	GNG7	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB5	HSH2D	IL4R	IQSEC1	IRF8	ISG20	ITM2C	KIAA0040	KLF2	LAPTM5	LIMD2	LINC00926	LTB	LUC7L3	LYN	LYST	MAP3K1	MAP3K8	MARCHF1	MDM4	MKNK2	MPEG1	MS4A1	MTPN	NAP1L1	NCF1	NCOA3	NIBAN3	ORAI2	P2RX5	PARP1	PARP15	PAX5	PCDH9	PDE7A	PLAC8	PLEKHA2	POU2AF1	POU2F2	PPM1K	PRKCB	PTPN6	PTPRCAP	RALGPS2	RCSD1	RHEX	RIPOR2	RNASE6	RNASET2	RPL13A	RPL18	RPL18A	RPL19	RPL39	RPLP2	RPS11	RPS23	RPS27	RPS5	RPS8	RUBCNL	SELL	SEPTIN6	SF1	SLC9A7	SMAP2	SP140	SPIB	STX7	SWAP70	SYK	TCL1A	TLR10	TLR6	TMEM154	TNFRSF13C	TTN	UCP2	VPREB3	YBX3
AIZARANI_LIVER_C38_RESIDENT_B_CELLS_3	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C38_RESIDENT_B_CELLS_3	BLOC1S5-TXNDC5	CD27	CD79A	CREB3L2	DERL3	FCRL5	FKBP11	H1-10	HERPUD1	HSP90B1	IGHA1	ITM2C	JCHAIN	LY9	MEI1	MZB1	PELI1	POU2AF1	RAB30	SEC11C	SLAMF7	SSR4	TENT5C	XBP1
AIZARANI_LIVER_C39_EPCAM_POS_BILE_DUCT_CELLS_4	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C39_EPCAM_POS_BILE_DUCT_CELLS_4	ABCB1	ACTG1	ACTN4	ADAM9	AFDN	AHNAK	ALCAM	ALDH3A2	ANKRD1	ANXA2	ANXA4	ANXA5	APLP2	ATF3	ATF4	ATP1A1	BAZ1A	BCL2L1	BICC1	BIRC3	BMP2	C6orf132	CALM2	CCL2	CCL20	CCNL1	CD151	CD24	CD47	CD59	CD63	CDC42EP1	CDH1	CFTR	CHST4	CITED4	CLDN1	CLDN4	CLDN7	COBL	CPM	CREB5	CRIM1	CRYAB	CSF1	CTBP2	CX3CL1	CXCL1	CXCL3	CXCL6	CXCL8	DCDC2	DEFB1	DSG2	DSP	DST	EDN1	EGFR	ELF3	ENAH	EPCAM	EPHA2	EZR	FGFR2	FLNA	FLNB	FSTL3	GADD45A	GDF15	GPRC5B	HBEGF	HDGF	HMGCR	HMGCS1	HSP90AA1	HSP90AB1	HSPA1A	HSPA1B	HSPB1	IFNGR2	IL32	INHBA	IRS2	ITGB1	ITGB8	ITPKC	KDM6B	KLF5	KLF6	KRT18	KRT19	KRT7	KRT8	KRT80	LAD1	LAMB3	LAMC2	LAMP2	LIF	MAFF	MAP4	MCAM	MET	MMP7	MSMO1	MYADM	MYH9	MYO1C	MYO6	NCEH1	NCOA7	NEDD9	NFKB1	NFKB2	NFKBIA	NRG1	NUAK2	OCLN	PDLIM1	PFKP	PHLDA2	PIM3	PKHD1	PKP4	PMEPA1	RAB11FIP1	RAB3IP	RASSF8	RNF19A	RRBP1	RTN4	S100A11	S100A14	S100A6	SAT1	SCARB2	SDC4	SERPINA3	SFRP5	SGMS2	SLC12A2	SLC12A7	SLC3A2	SLC5A1	SLC7A1	SOD2	SORBS2	SOX4	SOX9	SPATS2L	SPINT2	SPSB1	SPTBN1	SQSTM1	SYNE2	SYNJ2	TACSTD2	TENT5A	THBS1	TJP1	TM4SF1	TM4SF4	TNFAIP2	TNFRSF10B	TNFRSF12A	TNFRSF21	TNKS1BP1	TP53BP2	TPM1	TPM4	TRIM47	TRNP1	TRPV6	TUBB6	UBE2B	UCA1	UGCG	VCL	VEGFA	VMP1	WEE1	YWHAE	ZBTB20	ZYX
AIZARANI_LIVER_C3_NK_NKT_CELLS_2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C3_NK_NKT_CELLS_2	ADGRE5	AKNA	ANXA1	ARHGDIB	ARL4C	B2M	BCL11B	BCL2	BTG1	CAMK4	CD2	CD3D	CD3E	CD3G	CD40LG	CD44	CD48	CD52	CD53	CD6	CD69	CD8A	CD96	CELF2	CLEC2D	CNOT6L	CORO1A	CRYBG1	CXCR4	CXCR6	CYTIP	DGKA	DUSP2	EMB	ERN1	ETS1	FNBP1	FYB1	FYN	GATA3	GBP5	GIMAP7	GPR171	GZMA	GZMK	HLA-B	HLA-F	IKZF1	IKZF3	IL18RAP	IL2RG	IL32	IL7R	INPP4B	ITK	JAML	JUNB	KLRB1	KLRG1	LAPTM5	LCK	LCP1	LTB	LTK	MDFIC	MYBL1	P2RX5	PAG1	PARP8	PBXIP1	PCED1B-AS1	PDCD4	PIK3IP1	PIP4K2A	PRDM1	PRF1	PTGER2	PTGER4	PTPRC	PTPRCAP	RAC2	RASGRP1	RESF1	RHOH	RORA	RPL10	RPL10A	RPL13	RPL13A	RPL17	RPL18	RPL18A	RPL19	RPL21	RPL23A	RPL27	RPL27A	RPL28	RPL30	RPL32	RPL34	RPL35A	RPL37	RPL39	RPL41	RPLP1	RPLP2	RPS10	RPS12	RPS14	RPS15A	RPS17	RPS18	RPS19	RPS2	RPS20	RPS25	RPS26	RPS27	RPS27A	RPS29	RPS3	RPS3A	RPS6KA3	RPSA	RUNX2	RUNX3	S100A4	SARAF	SATB1	SCML4	SEMA4D	SESN1	SIRPG	SLA	SLAMF6	SLC38A1	SLC4A10	SLFN5	SPOCK2	STK17B	STK4	SYNE2	TAGAP	TC2N	TCF7	THEMIS	TMSB4X	TNFAIP3	TNFAIP8	TOMM7	TRAC	TRAT1	TRBC1	TRBC2	TRGC1	TSC22D3	TXNIP	WIPF1	ZC3HAV1	ZFP36L2	ZNF90
AIZARANI_LIVER_C4_EPCAM_POS_BILE_DUCT_CELLS_1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C4_EPCAM_POS_BILE_DUCT_CELLS_1	ABCC3	AFDN	AGT	AKR1C1	AKR1C2	ALCAM	ALDH3A2	ALKAL2	AMBP	AMOTL2	ANPEP	ANXA13	ANXA4	ANXA5	APOB	AQP1	ARRDC2	ATF3	ATP1A1	ATP1B1	BACE2	BAMBI	BEX3	BICC1	C1orf198	C3	CA2	CALM2	CAMK2N1	CAV2	CCDC198	CCN1	CCN2	CD24	CD59	CDC42EP1	CDH1	CDH2	CDKN1C	CHST4	CHST9	CITED4	CKB	CLDN1	CLDN10	CLDN3	CLDN4	CLDN7	CLIC6	CLMN	CLU	COBL	COL27A1	CPB2	CPD	CPM	CRYAB	CRYZ	CTDSPL	CTSH	CXADR	CXCL6	CYP3A5	CYP3A7-CYP3A51P	DCDC2	DEFB1	DHCR24	DSP	DSTN	EGR1	ELF3	EMP2	ENPP2	EPCAM	ERBB3	ERICH5	ERRFI1	FAIM	FAM171A1	FGFR2	FGFR3	FMO5	FXYD2	GC	GDF15	GLIS3	GLUL	GOLM1	GTF2I	HABP2	HES1	HNMT	HOMER2	HSD17B11	HSD17B2	HSP90AB1	IRF2BP2	ITGB5	ITGB8	ITIH2	KANK2	KCNJ16	KIF12	KLF10	KRT18	KRT7	KRT8	LAD1	LAMC1	LAMP2	LGALS4	MAGI1	MAOA	MARVELD3	MGLL	MUC6	MYLK	MYO10	MYRF	NEDD4L	NFIB	NFIC	NHSL3	NR2F2	OCLN	PAH	PALS2	PAQR5	PAWR	PERP	PHGDH	PKHD1	PLPP2	PLXNB1	PMEPA1	PROSER2	PROX1	PRRG4	PTPRF	PTPRK	PWWP3B	RAB3IP	RAP1GAP	RBPMS	RHOB	S100A14	SCARB2	SDC1	SDC4	SERPINA4	SERPINA5	SERPINA6	SFRP5	SH3YL1	SHANK2	SHROOM3	SLC12A2	SLC17A4	SLC37A4	SLC4A4	SLC5A1	SLPI	SNRPN	SOD3	SORBS2	SOX4	SOX6	SOX9	SPATS2L	SPINT1	SPINT2	SPP1	SYNJ2	TACSTD2	TESC	TM4SF4	TM7SF3	TMEM245	TMEM97	TMPRSS2	TNFRSF12A	TOB2	TP53INP1	TRNP1	TST	VCAN	VEGFA	VTN	WEE1	WWTR1	ZBTB20
AIZARANI_LIVER_C5_NK_NKT_CELLS_3	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C5_NK_NKT_CELLS_3	ADGRE5	AKNA	ALOX5AP	AOAH	AREG	ARHGAP9	ARHGDIB	ARPC5L	BIN2	BTG1	BTN3A1	CBLB	CCL3L3	CCL4	CCL4L2	CCL5	CCND2	CD160	CD2	CD247	CD3E	CD53	CD69	CD7	CD96	CELF2	CMC1	CNOT6L	CORO1A	CST7	CTSW	CXCR4	CXCR6	CYTIP	DENND2D	DUSP2	EOMES	ETS1	FCER1G	FCMR	FYB1	FYN	GFOD1	GNG2	GNLY	GNPTAB	GZMA	GZMB	GZMK	HCST	HLA-F	IFITM1	IFNG	IKZF1	IKZF3	IL2RB	IL2RG	IPCEF1	ITGAL	ITGB2	KLRB1	KLRC1	KLRD1	KLRF1	KLRK1	LCP1	MAPK1	MCTP2	MYBL1	NCAM1	NCR1	NKG7	NR4A2	PARP8	PDE7A	PFN1	PIK3IP1	PIK3R1	PIP4K2A	PITPNC1	PLAAT4	PLEK	PRDM1	PRF1	PRKACB	PRKCH	PTGER4	PTPN22	PTPN4	PTPRC	PTPRCAP	PVRIG	PYHIN1	RAC2	RASA2	RASSF5	RNF125	RPS27	RUNX3	S1PR5	SASH3	SH2D1A	SH2D1B	SLA	SLAMF6	SLAMF7	SLC38A1	SLFN5	SPON2	SRGN	STK17A	SYK	SYTL3	TAGAP	TIGIT	TOX	TRBC2	TRDC	TRGC1	TSC22D3	TXK	TYROBP	WIPF1	XCL1	XCL2	ZFP36L2
AIZARANI_LIVER_C6_KUPFFER_CELLS_2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C6_KUPFFER_CELLS_2	ACTB	ADA2	ADAP2	AIF1	ALOX5	AP1B1	AP2A2	ARPC1B	ARRB2	ASAH1	ATP2B1-AS1	ATP6AP1	ATP6V1B2	AXL	BASP1	BCAT1	BLVRB	C1QA	C1QB	C1QC	C1orf162	C3AR1	C5AR1	CALHM6	CCDC88A	CCL3L3	CCL4	CCL4L2	CCR1	CD14	CD163	CD4	CD5L	CD83	CD84	CD86	CEBPB	CFD	CFP	CLEC7A	CLN8	CNPY3	CNTRL	COLGALT1	COTL1	CPM	CPVL	CREG1	CSF1R	CST3	CTSB	CTSC	CTSD	CTSS	CXCL12	CXCL16	CYBA	CYBB	CYFIP1	DAB2	EPB41L2	EPB41L3	EVI2B	F13A1	FCER1G	FCGBP	FCGR2A	FCGR3A	FCGRT	FCN1	FGD2	FGL2	FGR	FILIP1L	FMNL2	FOLR2	FRMD4A	FRMD4B	FTH1	FTL	FYB1	GLUL	GNAI2	GPNMB	GPR34	GPX1	GRB2	GRINA	GRK2	GRN	HCK	HCLS1	HK3	HLA-DMA	HLA-DMB	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DRA	HLA-DRB1	HMOX1	IER3	IFI44L	IFI6	IFIT3	IFNGR2	IGSF6	IL18	IL1B	IRAK3	ITGAX	ITGB2	ITSN1	KCTD12	KLF4	LAIR1	LAPTM5	LGALS9	LGMN	LILRB1	LILRB2	LILRB3	LILRB4	LILRB5	LIMS1	LIPA	LRRC25	LST1	LYN	LYVE1	LYZ	MACROH2A1	MAF	MAFB	MARCHF1	MARCKS	MARCO	MERTK	MFSD1	MGAT1	MPEG1	MPP1	MRC1	MS4A4A	MS4A6A	MS4A7	MSR1	MTSS1	NAGK	NCKAP1L	NPC2	OAS1	OGFRL1	P2RY13	PDK4	PELATON	PILRA	PLD3	PLEK	PLTP	PLXDC2	POU2F2	PPT1	PSAP	PTAFR	PTEN	PYCARD	RAB31	RAP2B	RASSF4	RBM47	RBPJ	RGL1	RGS1	RGS2	RHOG	RNASE1	RNASE6	RNASET2	RNF144B	S100A11	SAMHD1	SAT1	SCAMP2	SCARNA9	SCIMP	SDC3	SDCBP	SECTM1	SGK1	SKAP2	SLA	SLC11A1	SLC15A3	SLC1A3	SLC31A2	SLC40A1	SLC7A7	SLCO2B1	SNX10	SPI1	SRGAP1	SRGAP2B	STX7	TBXAS1	TCIRG1	TGFBI	THEMIS2	TKT	TLR2	TMSB10	TNFAIP2	TNFRSF1B	TNFSF13B	TPP1	TTYH3	TYMP	TYROBP	UCP2	UNC93B1	VAMP8	VCAM1	VSIG4	VSIR	WASF2	WSB1	ZEB2	ZFHX3
AIZARANI_LIVER_C7_EPCAM_POS_BILE_DUCT_CELLS_2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C7_EPCAM_POS_BILE_DUCT_CELLS_2	ABCC3	ABLIM1	ACTG1	ACTN4	AFDN	AGT	AKR1C2	ALCAM	ALDH3A2	ALKAL2	AMOTL2	ANKRD1	ANPEP	ANXA13	ANXA2	ANXA3	ANXA4	ANXA5	AQP1	ARRDC2	ATF3	ATP1A1	ATP1B1	BACE2	BCL2L1	BEX3	BICC1	BIRC3	BMP2	C12orf75	C1orf198	C6orf132	CALM2	CAMK2N1	CAV2	CCDC198	CCN1	CCN2	CCND1	CD151	CD24	CD59	CDC42EP1	CDH1	CDKN1C	CFTR	CHST4	CHST9	CITED4	CKB	CLDN1	CLDN10	CLDN3	CLDN4	CLDN7	CLIC6	CLMN	COBL	COL27A1	CPM	CREB5	CRIM1	CRYAB	CTBP2	CTDSPL	CTNND2	CXADR	CXCL6	CXCL8	CYP3A5	DCDC2	DDR1	DEFB1	DSG2	DSP	DSTN	EGR1	ELF3	EMP2	ENAH	EPB41L1	EPCAM	EPHA2	ERBB3	ERICH5	FAIM	FAM110C	FAM171A1	FGFR2	FGFR3	FOXA2	FSTL3	FXYD2	FZD1	GABRP	GDF15	GLIS3	GOLM1	GSTP1	GTF2I	HOMER2	ITGB1	ITGB5	ITGB8	KCNJ16	KIF12	KIFC3	KLF5	KRT18	KRT19	KRT7	KRT8	LAD1	LAMA5	LAMC1	LAMC2	LAMP2	LGALS3BP	LGALS4	LIF	LLGL2	LRP10	MAFF	MAGI1	MMP7	MUC6	MYADM	MYO10	MYO1C	MYRF	NECTIN2	NEDD4L	NFIB	NFIC	NHSL3	NIBAN2	NR2F2	NUAK2	OCLN	ONECUT2	PARD6B	PAWR	PBX1	PERP	PKHD1	PLEKHB1	PLXNB1	PLXNB2	PMEPA1	PPDPF	PROM1	PTPRD	PTPRF	PTPRK	PWWP3B	RAB3IP	RAP1GAP	RASSF4	RBPMS	RHBDF1	S100A14	S100A6	SCD5	SCGN	SDC1	SDC4	SERPINA5	SFRP5	SH3YL1	SHANK2	SHROOM3	SLC12A2	SLC12A7	SLC17A4	SLC37A4	SLC4A4	SLC5A1	SLC6A19	SLPI	SNHG14	SNRPN	SOD3	SORBS2	SOX4	SOX9	SPATS2L	SPINT1	SPINT2	SPP1	SPTBN1	SYNJ2	TACSTD2	TEAD1	TESC	THSD4	TM4SF1	TM4SF4	TM7SF3	TMPRSS2	TNFRSF12A	TNKS1BP1	TOB1	TOB2	TP53INP1	TPM1	TPM4	TPPP3	TRNP1	TTN	VCAN	VEGFA	VEPH1	WEE1	WFDC2	WNK2	WWC1	WWTR1	ZBTB20	ZFHX4
AIZARANI_LIVER_C8_RESIDENT_B_CELLS_1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C8_RESIDENT_B_CELLS_1	BLOC1S5-TXNDC5	CD27	CD79A	CREB3L2	DERL3	ERLEC1	FCRL5	FKBP11	FKBP2	H1-10	HERPUD1	HSP90B1	ISG20	ITM2C	JCHAIN	LY9	MEI1	MYDGF	MZB1	NUCB2	POU2AF1	PRDX4	PTK2B	RAB30	SDC1	SEC11C	SEL1L3	SLAMF7	SPAG4	SPCS2	SPCS3	SSR4	TENT5C	TMEM258	XBP1
AIZARANI_LIVER_C9_LSECS_1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIZARANI_LIVER_C9_LSECS_1	ABCG1	ACKR3	ACTN1	ADAMTS4	ADAMTS9	ADGRF5	ADGRL2	ADGRL4	ADM	AFF1	AFF4	AHCTF1	AKAP12	ANGPT2	ANGPTL4	ANKRD11	ANKS1A	APOLD1	APP	ARGLU1	ARHGAP26	ARHGAP29	ARHGEF7	ASAP1	BAIAP2	BHLHE40	BNIP3L	BSDC1	BST2	BTNL9	C11orf96	C1QTNF1	C5AR2	CALU	CAPZA2	CAVIN1	CAVIN2	CCDC50	CCL14	CCL15-CCL14	CD14	CD36	CD4	CD93	CDC37	CDC42BPB	CDH13	CDH5	CEMIP2	CEP170	CHD7	CLEC14A	CLEC1B	CLEC4G	CLEC4M	CNN3	CNTNAP3B	COL4A1	COL4A2	COL6A2	CRHBP	CRIM1	CTSD	CTSL	CUL4B	CXCL16	DAAM1	DDX21	DENND4C	DLC1	DNASE1L3	DOCK9	DUSP5	DUSP6	DYNC2I1	ECE1	ECM1	EDN1	EFNB2	EGFL7	EHD3	EIF4G3	EMP1	ENG	EPAS1	EPB41L2	EPOR	ERG	ESAM	EXOC3L2	F2R	F8	FAM107A	FAM43A	FCGRT	FCHSD2	FCN2	FCN3	FGF23	FGFR1	FHL1	FILIP1	FKBP1A	FLNB	FLT1	FLT4	FOSL2	FRMD8	FSCN1	FXYD6	FZD4	GALNT1	GALNT15	GARRE1	GATA4	GBP4	GNG11	GOLGB1	GRB10	HERC1	HES1	HIC1	HIF1A	HIPK2	HPCAL1	HSP90B1	HYAL2	IFI27	IFI44L	IFITM10	IGFBP7	IL1R1	IL1RL1	IL33	IL4R	IL6ST	INSR	ITGA5	ITGA9	ITPRIP	JMJD1C	JUND	KCTD20	KDM6B	KDR	KLF7	LDB2	LGMN	LIFR	LIMA1	LIMCH1	LUZP1	LYVE1	MACF1	MAF	MAP1B	MAP3K6	MAP7D3	MARCKS	MARCKSL1	MCAM	MCF2L	ME2	MEF2C	MEG3	MID1	MMRN1	MRC1	MRO	MS4A6A	MTCL2	MYADM	MYCT1	MYH10	MYO10	MYO6	NASP	NCOA7	NID1	NISCH	NOS3	NOSTRIN	NOTCH4	NOVA2	NPDC1	NPR1	NR2F1	NR2F2	NR5A2	NRP1	NRP2	NTN4	NUAK1	OIT3	OSMR	PARP14	PCDH17	PCGF2	PDE2A	PDGFB	PDLIM1	PEA15	PELI1	PHACTR2	PHC2	PHF10	PIEZO2	PLEKHG1	PLK2	PLPP3	PLTP	PLXNA2	PPFIBP1	PPP1R15A	PRCP	PREX2	PRICKLE2	PRKAR1A	PRKD3	PRSS23	PTPN1	PTPRB	PXDN	PXN	RAPGEF5	RASAL2	RASIP1	RBMS1	RDX	RELN	RHOJ	ROBO4	RPGR	RRBP1	S100A16	S1PR1	SASH1	SDCBP	SEC14L1	SEMA6A	SERPINH1	SGK1	SHANK3	SLC25A37	SLC27A3	SLC2A3	SLC7A8	SMAD6	SMTN	SNRK	SNX5	SOCS3	SOX7	SPARC	SPRY1	SPRY4	SREK1	SRPX	ST6GALNAC3	STAB1	STAB2	STC1	TACC1	TAL1	TANC1	TCF4	TCF7L1	TCF7L2	TCIM	TFPI	TFPI2	TGFBR3	TGM2	TIE1	TIMP1	TIMP2	TIMP3	TINAGL1	TM4SF1	TMEM44	TMOD3	TNFRSF10B	TOP1	TOX2	TP53I11	TPM4	TRIOBP	TSPAN18	TSPAN7	TUBB6	UACA	UGCG	UPP1	USP13	VASH1	WARS1	WSB1	WWTR1	YBX3	YES1	ZEB1	ZNF160	ZNF451	ZNF462
BUSSLINGER_DUODENAL_BCHE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_BCHE_CELLS	ADGRG4	AKR1C3	BEST4	CA7	CD24	CDH17	CFTR	CPA2	CST3	CTSE	FAM13A	FKBP1A	GMNN	GSN	GSTP1	GUCA2A	GUCA2B	HEPACAM2	ID1	KRT20	KRT72	LGALS3	LGALS4	LPCAT4	LYZ	MT1E	MT1F	MT1G	MT1H	MT1X	MT2A	NAPSB	NOTCH2NLA	PLAC8	PROX1	RBM47	RBPJ	S100A6	SPIB	SRI	TMEM219	TMSB10	TSPAN8
BUSSLINGER_DUODENAL_DIFFERENTIATING_STEM_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_DIFFERENTIATING_STEM_CELLS	ACTG1	ADD3	ADH1C	AGR2	AHCY	ALDH1A1	ALDH2	ANP32B	ANXA2	APEX1	APP	AQP1	ARL6IP1	ASPM	ATP5F1A	ATP5F1B	ATP5IF1	ATP5MC1	ATP5MC2	ATP5MC3	ATP5MF	ATP5PB	ATP5PD	ATP5PO	BANF1	BHLHE40	BTF3	C1QBP	C9orf152	CALM2	CANX	CBX3	CCL25	CCND2	CCT2	CCT5	CCT6A	CD9	CDC42EP5	CDCA7	CENPF	CHCHD2	CKS2	CLDN3	CLIC1	CLU	COX4I1	COX5A	COX5B	COX6A1	COX6C	COX7A2	COX7B	COX7C	COX8A	CPS1	CS	CYC1	CYCS	DBI	DDAH1	DDX21	DEK	DHFR	DMBT1	DUT	ECH1	EEF1A1	EEF1B2	EEF1G	EEF2	EGR1	EI24	EIF1AX	EIF2S3	EIF3A	EIF3E	EIF3K	EIF3L	EIF4B	EIF5B	ELAPOR1	EMP2	ENO1	EPCAM	EPHB2	ESD	FAM120A	FAU	FBL	GAPDH	GAS5	GOLM1	GPX2	GSTP1	H2AZ1	H4C3	HADH	HINT1	HMGA1	HMGB1	HMGB2	HMGCS2	HMGN1	HNRNPA1	HNRNPA2B1	HNRNPAB	HNRNPC	HNRNPD	HNRNPK	HNRNPM	HNRNPR	HNRNPU	HSP90AA1	HSP90AB1	HSP90B1	HSPA8	HSPD1	HSPE1	IDH2	ILF3	IMPDH2	KCNE3	KLF5	KPNB1	KRT18	KRT19	KRT8	LAD1	LBR	LGALS4	LRPPRC	LSM4	MACROH2A1	MAOA	MARCKS	MCM7	MDH2	MGST1	MKI67	MLEC	MT1E	MT1F	MT1G	MT1X	MT2A	MTHFD1	NASP	NCL	NDUFA4	NDUFAB1	NDUFB9	NDUFS5	NFIB	NONO	NOP56	NOP58	NPM1	NRARP	NUCKS1	OLFM4	ONECUT2	PABPC1	PAICS	PCLAF	PCNA	PDLIM1	PFN1	PHB2	PIGR	PKM	PLP2	PPIA	PPIF	PPP1R1B	PRDX3	PRKDC	PTGES3	PTMA	RACK1	RAN	RBM3	RCC2	REG1A	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL15	RPL17	RPL18	RPL18A	RPL19	RPL22	RPL23	RPL24	RPL26	RPL27	RPL27A	RPL28	RPL29	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL36	RPL37	RPL37A	RPL38	RPL39	RPL4	RPL41	RPL5	RPL6	RPL7	RPL7A	RPL8	RPL9	RPLP0	RPLP1	RPLP2	RPS11	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS16	RPS18	RPS19	RPS2	RPS20	RPS23	RPS24	RPS25	RPS27	RPS27A	RPS28	RPS29	RPS3	RPS3A	RPS4X	RPS5	RPS6	RPS7	RPS8	RPS9	RRM2	SERBP1	SERF2	SET	SF3B5	SFPQ	SLC12A2	SLC25A3	SLC25A5	SLIRP	SMC4	SNHG16	SNHG29	SNHG5	SNHG6	SNHG8	SNRPB	SNRPE	SNRPF	SOD1	SOX4	SPINK1	SRP9	SRSF1	SRSF2	SRSF3	STMN1	SUCLG1	TFRC	TKT	TM9SF3	TMA7	TMPO	TMSB10	TOMM40	TOP2A	TRIM28	TSPAN8	TUBA1B	TUBB	TUFM	TXN	UQCRFS1	UQCRQ	VDAC1	VDR	XRCC5	YBX1	YWHAB	YWHAQ	YWHAZ	ZFAS1
BUSSLINGER_DUODENAL_EARLY_IMMATURE_ENTEROCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_EARLY_IMMATURE_ENTEROCYTES	AADAC	ADA	ADH1C	AKR1A1	AKR1B10	AKR1C3	ALDH1A1	ANPEP	ANXA4	ATP1A1	ATP1B1	ATP5F1A	ATP5F1B	ATP5F1C	ATP5MC3	ATP5PF	ATP5PO	BDH2	CA2	CALM1	CALM2	CAT	CBR1	CES2	CHCHD10	CHP2	CMBL	COX4I1	COX5A	COX5B	COX6A1	COX6C	COX7A2	COX7B	COX7C	COX8A	CPS1	CRYL1	CYB5A	CYC1	DDC	DHRS11	DMBT1	EEF1G	FABP1	FABP2	FBP1	FTH1	FTL	GATM	GBA3	GHITM	GSTA1	GSTA2	HADHA	HEBP1	HMGCS2	HSD17B2	IDH1	KLF5	KRT19	KRT20	KRT8	LGALS3	LGALS4	LIMA1	MAOA	MGST3	MME	MTTP	NDRG1	OAT	PBLD	PCK2	PEBP1	PIGR	PNP	PRDX1	PSME2	PTGR1	PYCARD	RAC1	RBP2	REEP6	RPL22	RPL23	RPL26	RPL27A	RPL6	RPL8	RPS15A	RPS29	RPS7	RPS8	RPS9	SAT1	SI	SLC25A5	SLC26A3	SLC2A2	SLC4A4	SLC4A7	SLC5A1	SMIM24	SNHG29	SUCLG1	TKFC	TSPAN8	TXN	UGT2B17	UQCRC2	UQCRQ	VDAC1
BUSSLINGER_DUODENAL_EC_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_EC_CELLS	ADGRG4	ADH4	CADPS	CDHR3	CES1	CHGA	CHGB	CRYBA2	DDC	FEV	GC	ID1	IGFBP3	KCTD12	LCN15	MAP1B	MS4A8	NEUROD1	PCSK1	PCSK1N	PCSK2	RAB3C	REG4	RGS2	SCG2	SCGN	SCT	SPINK1	TFF3	TIMP1	TTR
BUSSLINGER_DUODENAL_GOBLET_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_GOBLET_CELLS	AGR2	BCAS1	CLCA1	CREB3L1	EGR1	FCGBP	HPCAL1	ITLN1	LINC00261	LYZ	MUC2	REG4	RNASE1	SPINK4	ST6GALNAC1	TFF3
BUSSLINGER_DUODENAL_IMMUNE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_IMMUNE_CELLS	AAK1	ABCB1	ABHD14A	ABHD17A	ABI3	ABRACL	ACAP1	ACTB	ACTG1	ACTR2	ACTR3	ADAM8	ADAR	ADCY7	ADD1	ADGRE5	AIP	AKAP13	AKNA	ALOX5AP	ANAPC16	ANKRD12	ANKRD13D	ANKRD44	ANXA1	ANXA6	AOAH	APBA2	APBB1	APBB1IP	APOBEC3C	APOBEC3G	APOBR	ARAP2	ARF6	ARGLU1	ARHGAP25	ARHGAP30	ARHGAP4	ARHGAP45	ARHGAP9	ARHGDIA	ARHGDIB	ARHGEF1	ARHGEF3	ARHGEF6	ARID1A	ARID2	ARL2BP	ARL4C	ARL6IP5	ARPC1B	ARPC2	ARPC3	ARPC4	ARPC5	ARRB2	ASB2	ASXL2	ATF7IP	ATM	ATP2A3	ATP2B4	ATP5MC2	ATP6AP2	ATP6V0E1	ATP6V1E1	ATP8A1	ATXN2L	AUTS2	B2M	BBLN	BCL11B	BCL2	BCLAF1	BIN1	BIN2	BPTF	BRD2	BRK1	BTF3	BTG1	BTN3A1	BUB3	BZW1	C12orf57	C19orf53	C21orf91	C9orf78	CALHM2	CALM1	CAP1	CAPG	CAPZA1	CAPZB	CARD11	CARD8	CBFB	CCDC69	CCL4	CCL5	CCND2	CCND3	CCNI	CCNL1	CCR5	CCR6	CCR9	CCT2	CCT4	CD101	CD160	CD2	CD244	CD247	CD300A	CD37	CD3D	CD3E	CD3G	CD4	CD44	CD47	CD48	CD5	CD52	CD53	CD6	CD69	CD7	CD81	CD84	CD8A	CD8B	CD9	CD96	CDC42	CDC42EP3	CDC42SE1	CDC42SE2	CDK6	CDV3	CELF1	CELF2	CEP85L	CFL1	CHD2	CHD3	CHD4	CHST11	CHST12	CHSY1	CHURC1	CIB1	CISH	CITED2	CKLF	CLDND1	CLEC2B	CLEC2D	CLIC1	CLK1	CMTM3	CMTM6	CMTM7	CNN2	CNOT6L	CNPY3	CNTRL	COMMD6	CORO1A	COTL1	CPA3	CREBBP	CREM	CRIP1	CRLF3	CSRNP1	CST7	CSTB	CTBP1	CTDNEP1	CTSC	CTSW	CXCR3	CXCR4	CYB561D2	CYBA	CYFIP2	CYLD	CYRIB	CYTH4	CYTIP	DAD1	DAXX	DAZAP2	DCP2	DDIT4	DDX17	DDX21	DDX24	DDX3Y	DDX5	DDX6	DEF6	DEK	DENND1C	DENND2D	DHRS7	DIAPH1	DNAJA1	DNAJB1	DNAJC8	DNMT1	DOCK10	DOCK11	DOCK2	DOCK8	DRAP1	DUSP1	DUSP2	EEF1A1	EEF1D	EEF1G	EEIG1	EID1	EIF1	EIF3F	EIF3G	EIF4A2	EIF4B	EIF4E3	EIF4G2	EIF4H	ELF1	ELK4	ELOVL5	EMB	EMP3	ENSA	ENTPD1	EPS15	ESYT1	ESYT2	ETS1	EVI2A	EVI2B	EVL	FAM78A	FAM89B	FAU	FBXW7	FCER1G	FCMR	FDFT1	FERMT3	FKBP11	FKBP1A	FLNA	FLOT2	FLT3LG	FMNL1	FNBP1	FOS	FOSB	FOXO1	FURIN	FUS	FXYD5	FYB1	FYN	GABARAP	GATA3	GATAD2B	GIMAP1	GIMAP2	GIMAP4	GIMAP6	GIMAP7	GIT2	GLCCI1	GLIPR1	GLIPR2	GMFG	GNAI2	GNAI3	GNAS	GNB1	GNG2	GNLY	GNPTAB	GPR171	GPR82	GPSM3	GRAMD1A	GRK2	GRK6	GSE1	GVINP1	GYG1	GYPC	GZMA	GZMB	GZMM	H1-10	H3-3B	HCLS1	HCP5	HCST	HECA	HEG1	HELZ	HERC1	HIC1	HIPK1	HLA-A	HLA-B	HLA-C	HLA-DPA1	HLA-DPB1	HLA-E	HLA-F	HMGN1	HMGN4	HMOX2	HNRNPA2B1	HNRNPC	HNRNPD	HNRNPDL	HNRNPH1	HNRNPK	HOPX	HP1BP3	HSP90AA1	HSPA8	ICAM3	ID2	IDI1	IDS	IFI16	IFITM1	IFITM2	IKZF1	IKZF3	IL10RA	IL16	IL18RAP	IL2RB	IL2RG	IL32	IL7R	INPP4A	INPP5D	INSIG1	IQGAP1	IRF1	ITGA1	ITGA4	ITGAE	ITGAL	ITGB2	ITGB7	ITK	ITM2A	ITM2B	ITM2C	ITSN2	JADE1	JADE2	JAK1	JAK3	JAML	JUN	JUNB	JUND	KAT6A	KCNAB2	KDM2A	KIF21B	KIT	KLC1	KLF12	KLF13	KLF6	KLRB1	KLRD1	KMT2A	KMT2E	KPNB1	LAIR1	LAPTM5	LAT	LBH	LBHD1	LCK	LCP1	LCP2	LDHB	LDLR	LDLRAD4	LEPROTL1	LGALS1	LIMD2	LIMS1	LINC00674	LINC02591	LITAF	LPIN1	LPXN	LRRFIP1	LSM2	LSP1	LSS	LTB	LY6E	MACF1	MAP2K1	MAP4K1	MAPK1	MAPK1IP1L	MAPRE2	MATR3	MBD2	MBNL1	MBNL3	MBP	MCL1	MDFIC	MDM4	MEA1	MECP2	METTL9	MIAT	MIR23AHG	MKNK1	MLLT6	MOB3A	MORF4L1	MS4A2	MSH3	MSN	MYADM	MYBL1	MYCBP2	MYH9	MYL12A	MYL12B	MYL6	MYO1F	MYO1G	MYO5A	MYO9B	NAP1L1	NBEAL2	NCKAP1L	NCL	NEDD9	NENF	NFATC2	NFATC3	NFKBIA	NHERF1	NIN	NKG7	NKTR	NLRC3	NLRC5	NMUR1	NOP53	NPM1	NR3C1	NR4A2	NUCB2	NUCKS1	NUP210	NXF1	OAZ1	OGA	OGT	OSBPL8	OST4	OSTF1	OSTM1	OXNAD1	PAG1	PAIP2	PARP8	PARVG	PAXX	PBXIP1	PCBP1	PCED1B	PCM1	PCNX1	PDCD4	PDE4D	PDE7A	PELO	PFDN5	PFN1	PGC	PGK1	PHF1	PHF20	PHTF2	PIK3CD	PIK3IP1	PIM1	PIP4K2A	PITPNC1	PKM	PKN1	PLAAT4	PLCB2	PLEK	PLEKHA2	PLEKHF1	PLEKHO1	PLP2	PLXDC1	PNRC1	POLR2K	POLR3GL	POU2F2	PPIA	PPIG	PPM1K	PPP1CA	PPP1R12A	PPP1R15A	PPP1R16B	PPP1R18	PPP2R5C	PPP3CA	PPP6R1	PPT1	PRDM2	PREX1	PRF1	PRKACB	PRKAR1A	PRKCB	PRKCH	PRKCQ	PRKDC	PRPF38B	PRRC2B	PRRC2C	PSD4	PSIP1	PSMA5	PSMB10	PSMB4	PSMB8-AS1	PSMB9	PSME1	PSTPIP1	PTBP3	PTGDS	PTGER2	PTGER4	PTK2B	PTMA	PTP4A2	PTPN2	PTPN22	PTPN4	PTPN6	PTPN7	PTPRC	PTPRCAP	PVRIG	QRICH1	RAB27A	RAB3GAP2	RAB8B	RAC2	RACK1	RALGDS	RAP1A	RAP1B	RAPGEF1	RAPGEF6	RASAL3	RASGRP1	RASSF5	RBL2	RBM26	RBM3	RBM39	RBMS1	RBX1	RESF1	REST	RFLNB	RGS1	RGS10	RGS14	RGS19	RGS2	RHOA	RHOG	RHOH	RIN3	RNASEH2B	RNASET2	RNF139	RNF149	RNF166	RNF167	RNF4	RNF44	ROCK1	RORA	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13AP3	RPL14	RPL15	RPL17	RPL18	RPL18A	RPL19	RPL22	RPL23	RPL23A	RPL24	RPL26	RPL27	RPL27A	RPL28	RPL29	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL36	RPL37	RPL37A	RPL38	RPL39	RPL4	RPL41	RPL5	RPL6	RPL7	RPL9	RPLP0	RPLP1	RPLP2	RPS10	RPS11	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS16	RPS18	RPS19	RPS2	RPS20	RPS21	RPS23	RPS25	RPS27	RPS27A	RPS28	RPS29	RPS3	RPS3A	RPS4X	RPS4Y1	RPS5	RPS6	RPS6KA3	RPS7	RPS9	RSU1	RUNX3	S100A4	SACS	SAMD9	SAMD9L	SAMSN1	SAP18	SAR1A	SARAF	SASH3	SBNO1	SCAMP3	SCML4	SEC62	SELENOH	SELENOT	SELPLG	SEMA4D	SEPTIN1	SEPTIN6	SEPTIN7	SEPTIN9	SERF2	SERINC1	SERP1	SET	SETX	SF1	SF3B4	SFMBT2	SFPQ	SH2B3	SH2D2A	SH2D3C	SH3BGRL	SH3BGRL3	SH3BP1	SH3KBP1	SHFL	SHISA5	SIGIRR	SIPA1	SIRPG	SIRT2	SIT1	SKAP1	SKAP2	SKP1	SLA	SLA2	SLAMF7	SLC12A6	SLC16A7	SLC2A3	SLC38A1	SLC38A2	SLC44A2	SLC66A3	SLC7A5P2	SLC7A6	SLFN5	SMAP2	SMARCA2	SMDT1	SMURF2	SNHG1	SNRNP200	SNRNP70	SNRPB	SNRPB2	SNTB2	SNX17	SON	SP110	SPCS3	SPN	SPOCK2	SPRY1	SRGN	SRPRA	SRSF2	SRSF3	SRSF5	SRSF7	SSBP4	SSH1	SSR2	ST3GAL1	ST3GAL5	STAT3	STAT4	STK10	STK17A	STK17B	STK4	STN1	STOM	STX16	SUB1	SUMO2	SUN2	SUSD3	SYNE1	SYNE2	SYNRG	SYTL3	TAB2	TACC1	TAF7	TAGAP	TAOK1	TAPBP	TARP	TBC1D10C	TBC1D2B	TBCB	TBCC	TCF7	TCIRG1	TERF2IP	TES	TGFBR1	TGFBR2	TGOLN2	THEMIS	TIGIT	TLE5	TLN1	TMA7	TMC6	TMC8	TMEM123	TMEM245	TMEM50A	TMIGD2	TMSB10	TMSB4X	TNF	TNFAIP3	TNFRSF18	TNFSF12	TNK2	TNRC6B	TNRC6C	TOMM7	TOP2B	TOR1AIP1	TPM3	TPM4	TPP1	TPSB2	TPT1	TRA2B	TRADD	TRAF3IP3	TRAM1	TRAPPC1	TRAT1	TRG-AS1	TRIB2	TRIM22	TRIP12	TRIR	TRMT112	TSC22D3	TSC22D4	TSEN54	TSPAN14	TSPYL2	TTC1	TTC39C	TUBA1A	TUBB	TXLNGY	TXNIP	TYK2	TYROBP	UBA52	UBAC2	UBASH3B	UBB	UBC	UBE2D2	UBE2D3	UBE2I	UBL5	UCP2	UGP2	UHMK1	UNC13D	USP20	USP47	UTRN	VAMP2	VAV1	VEGFB	VIM	WAC	WAS	WDR1	WDR26	WDR82	WIPF1	WNK1	WTAP	XCL1	XPO6	XRCC6	YBX1	YME1L1	YPEL5	YWHAB	YWHAZ	ZAP70	ZBTB4	ZC3HAV1	ZFP36	ZFP36L1	ZFP36L2	ZNF207	ZNF217	ZNF292	ZNF609	ZNF652	ZNF655	ZYX
BUSSLINGER_DUODENAL_I_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_I_CELLS	ABCB10	BRD2	CCK	CPE	ELL2	GC	KCNK17	KCTD12	MLN	NKX2-2	PCSK1N	PDK3	RAP1GAP2	RASD1	SCG2	SCG5
BUSSLINGER_DUODENAL_K_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_K_CELLS	BCL9L	CACNA1A	CHGA	DEPP1	GIP	GOLGA7	HAP1	HERC2P7	KCTD12	ORC5	PLPP5	PRRG4	SCG2	SCG5	SCGN	SLC29A4	SOCS3	STX1A	TMCO3	ZMIZ2
BUSSLINGER_DUODENAL_LATE_IMMATURE_ENTEROCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_LATE_IMMATURE_ENTEROCYTES	AADAC	ABCA5	ABCG2	ABCG5	ABHD6	ACAA1	ACAA2	ACADM	ACADVL	ACAT1	ACE	ACE2	ACOX1	ACSL5	ADA	ADIRF	AKR1B10	AKR7A3	AKR7L	ALDH1A1	ALDOB	AMN	ANPEP	ANXA13	ANXA4	APLP2	APOB	ATP1A1	ATP1B1	ATP1B3	BDH2	BTNL3	BTNL8	C17orf78	C3orf85	CA2	CALM1	CAMK2N1	CBR1	CD74	CDH17	CDHR5	CES2	CHP2	CIDEB	CLDN15	CLIC5	CMBL	CNDP2	CREB3L3	CRYL1	CYB5A	CYBRD1	CYP1A1	CYP2C18	CYP2C9	CYP2J2	CYP3A4	CYP3A5	CYSTM1	DGAT1	DHRS11	DHRS7	DNASE1	EPHX2	FABP1	FABP2	FAM3C	FBP1	FTH1	FTL	GALM	GATM	GBA3	GDA	GK	GLRX	GNA11	GNG12	GPD1	HACL1	HADHA	HADHB	HEBP1	HLA-DRA	HLA-DRB1	HMGCS2	HNF4G	HSD17B11	HSD17B2	IQGAP2	ITM2B	KRT20	LCT	LDHA	LGALS4	LIPA	LPCAT3	MAF	MALL	MAOA	MEP1A	MEP1B	MGAM	MGST3	MISP	MME	MS4A10	MS4A8	MTTP	MUC13	MYO1A	NCOA4	NHERF4	OAT	P4HB	PBLD	PCK1	PCK2	PDK4	PEBP1	PEPD	PGRMC2	PIGR	PLIN2	PLS1	PNP	PTGR1	RAB17	RBM47	RBP2	REEP3	REEP6	RNF186	RTN4	S100A14	S100G	SAR1B	SAT1	SAT2	SI	SLC10A2	SLC13A2	SLC15A1	SLC1A1	SLC25A37	SLC25A5	SLC26A3	SLC2A2	SLC2A5	SLC37A4	SLC39A5	SLC4A4	SLC4A7	SLC5A1	SLC5A9	SLC6A19	SLC7A9	SMIM24	SMPD3	SULT1A1	SULT2A1	TDP2	TKFC	TM4SF20	TM4SF4	TM4SF5	TM6SF2	TMBIM6	TMEM45B	TMPRSS15	UGT2A3	UGT2B17	UGT2B7	VNN1	XDH	XPNPEP2
BUSSLINGER_DUODENAL_MATURE_ENTEROCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_MATURE_ENTEROCYTES	AAK1	AATK	ABCC2	ABCC3	ABCG2	ABCG5	ABHD3	ACAA1	ACADVL	ACE	ACE2	ACHE	ACOX1	ACSL5	ACTN4	ACY3	ADA	ADH4	ADIRF	AFDN	AGPAT2	AHNAK	ALDOB	ALPI	AMN	ANGPTL4	ANK3	ANKRD9	ANPEP	AOC1	APOA1	APOA4	APOB	APOC3	AQP10	ARHGAP27	ARHGEF16	ARL14	ATG4B	ATP2B1	ATP8B2	BAIAP2L2	BMP1	C11orf86	C1QTNF12	C2orf88	C3orf85	C8G	CAMK2N1	CARD10	CD151	CD36	CD74	CDHR2	CDHR5	CDKN1A	CEACAM6	CES2	CGN	CIDEB	CIDEC	COL17A1	CREB3L3	CRYBG2	CSNK1D	CTSD	CTSE	CYP1A1	CYP2B7P	CYP2C18	CYP2C9	CYP2S1	CYP3A4	CYP3A5	CYP4F12	CYP4F2	DGAT1	DGAT2	DGKA	DNASE1	ECHDC2	ENPEP	ENPP3	ENPP7	EPS8L2	EPS8L3	EZR	FABP2	FBLIM1	FBP1	FBXW5	FLNB	FLVCR1	GABRE	GADD45B	GALE	GALNT6	GLTPD2	GPA33	GPAT3	GPCPD1	GPX4	GSDMB	GSDME	H1-2	HAPLN4	HERC4	HHLA2	HKDC1	HLA-DRA	HLA-DRB1	HOOK2	HSPB1	IFI27	IGFBP4	IGSF9	IL32	IL6R	INF2	INPP5J	ITGB4	ITSN1	KLF4	KLF6	LAMA3	LAMB3	LCT	LINC01133	LMO7	LPIN2	LRP1	MAF	MALL	MAPK3	MDK	MEP1B	MFSD2A	MGAM	MGLL	MIA2	MICAL1	MICALL2	MIGA2	MISP	MME	MPP1	MS4A10	MS4A8	MTMR11	MTTP	MUC13	MUC17	MXD1	MYH14	MYO1A	MYO7B	NHERF4	NPC1L1	NPNT	NR0B2	OGDH	P4HB	PAQR7	PAXBP1	PCK1	PCK2	PEPD	PFKP	PHGR1	PLAAT2	PLEC	PLIN2	PLS1	PLXNB2	PNPLA2	POLD4	POR	PRAP1	PRODH	PTPRF	PTPRH	RAB17	RAPGEFL1	REEP6	RHOC	RIOK3	RMDN3	RND3	S100A14	S100A6	S100G	SAT2	SCARB1	SCNN1A	SECTM1	SELENOP	SEMA3B	SEMA6C	SERPINA1	SGK1	SLC12A7	SLC13A2	SLC15A1	SLC17A4	SLC19A1	SLC22A18	SLC25A37	SLC26A3	SLC27A4	SLC28A1	SLC28A2	SLC2A5	SLC36A1	SLC39A4	SLC3A2	SLC40A1	SLC46A1	SLC4A7	SLC5A1	SLC5A9	SLC6A19	SLC6A20	SLC6A8	SLC9A1	SLC9A3-OT1	SMIM24	SMPD3	SPATS2L	SPINT1	SREBF1	SSUH2	SSX2IP	STAT6	SULT1A2	TBX3	TENT5A	TIMP2	TJAP1	TLCD2	TM4SF20	TM4SF4	TM4SF5	TM6SF2	TMC5	TMEM253	TMPRSS15	TNFRSF1A	TREH	TRIM15	TRIP10	TRPV6	UACA	UGT2B7	VEGFA	VILL	XPNPEP2	YPEL3	ZBTB7B	ZSWIM8
BUSSLINGER_DUODENAL_MX_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_MX_CELLS	ACSL1	ARX	CPE	DEPP1	FGFR1	GHRL	KCTD12	MLN	PCLO	PCSK1N	SCGN	SLC26A7	VAMP2
BUSSLINGER_DUODENAL_PANETH_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_PANETH_CELLS	CLCA1	DEFA5	DEFA6	FCGBP	GUCA2A	ITLN1	ITLN2	LCN2	LYZ	MUC2	PLA2G2A	PRSS1	REG3A	SPINK4	TFF3
BUSSLINGER_DUODENAL_STEM_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_STEM_CELLS	ACTG1	ACTN1	ADD3	ADH1C	ADRA2A	AGR2	AHCY	ANP32B	APEX1	APP	AQP1	ARF4	ARID5B	ASCL2	ATF3	ATP5MC2	ATP5MC3	ATRX	BANF1	BCL11A	BCLAF1	BEX3	BMP4	BTF3	BTG2	C9orf152	CA9	CANX	CBX3	CCL25	CCND1	CCND2	CCT6A	CD44	CD46	CD9	CDC42EP5	CDCA7	CDK6	CDKN1B	CEL	CEMIP2	CERS6	CES1	CFTR	CHCHD2	CHDH	CLDN3	CLDN4	CLU	CNBP	COQ8A	COX7C	CPS1	CRLS1	CRYZL2P	DACH1	DARS1	DDAH1	DDX21	DKC1	DMBT1	DSG2	DSP	DSTN	DUT	EDN1	EEF1A1	EEF1B2	EEF1G	EEF2	EGR1	EIF1AX	EIF2S3	EIF3A	EIF3E	EIF3H	EIF3L	EIF4A2	EIF4B	EIF4G2	EIF5B	ELAPOR1	EML4	EMP2	ENC1	EPCAM	EPHB2	ERGIC3	ESRP1	ETS2	FAM120A	FBL	FCGRT	FERMT1	FOS	FOSB	GAS5	GCNT1	GDF15	GNL3	GOLM1	GPR160	GPX2	GSTP1	HBEGF	HDAC2	HES1	HMGA1	HMGB1	HMGCS2	HMGN1	HNRNPA1	HNRNPA2B1	HNRNPC	HNRNPD	HNRNPDL	HNRNPK	HNRNPM	HNRNPU	HSP90AA1	HSP90AB1	HSPA8	HSPD1	HSPE1	IER2	IER3	IMPDH2	IPO7	IRF2BP2	ITGA6	IVNS1ABP	JUN	KHDRBS1	KLF5	KRT8	LAMB1	LRIG1	LRPPRC	LYZ	MARCKS	MARCKSL1	MATR3	MCM7	MECOM	MLEC	MLXIP	MT1G	MYB	MYO10	NCL	NCOA7	NECTIN3	NFIA	NFIB	NONO	NOP56	NOP58	NPM1	NR4A1	NRARP	NSA2	NUCKS1	OLA1	OLFM4	ONECUT2	PABPC1	PAPOLA	PDLIM1	PIK3R1	PKDCC	PPIA	PPP1R1B	PRKDC	PTGES3	PTMA	RACK1	RAD21	RAN	RCC2	RCN1	REG1A	REG3A	REPIN1	RGMB	RHOBTB3	RNF43	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL15	RPL18	RPL18A	RPL22	RPL22L1	RPL23	RPL24	RPL26	RPL27	RPL27A	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL36	RPL37	RPL37A	RPL38	RPL39	RPL4	RPL41	RPL5	RPL6	RPL7	RPL7A	RPL8	RPL9	RPLP1	RPS11	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS16	RPS18	RPS19	RPS2	RPS20	RPS23	RPS24	RPS25	RPS27	RPS27A	RPS28	RPS29	RPS3	RPS3A	RPS4X	RPS5	RPS6	RPS7	RPS8	RPS9	SCARNA9	SELENOW	SERBP1	SERP1	SESN1	SET	SFPQ	SH3BGRL2	SH3BP4	SH3D19	SLC12A2	SLC38A2	SMARCC1	SMOC2	SNHG29	SNHG5	SNHG6	SNHG8	SNRPB	SNRPE	SNX5	SOX4	SOX9	SPINK1	SPINT2	SRP9	SRSF6	SYNCRIP	SYNE2	TCF12	TKT	TM4SF1	TM9SF3	TMEM123	TMEM230	TOMM7	TOP2B	TPD52	TPT1	TRIM24	TRIM28	TSC22D1	TSPAN8	TTC3	TXN	TXNIP	U2AF1	UBXN4	VDR	XIST	XRCC5	YBX1	YWHAE	YWHAQ	YWHAZ	ZBTB38	ZFAS1	ZFP36L1	ZFP36L2	ZNF503
BUSSLINGER_DUODENAL_TRANSIT_AMPLIFYING_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_TRANSIT_AMPLIFYING_CELLS	ACTG1	ADD3	ADH1C	AGR2	AKR1C3	ALDH1A1	ALDOA	ANP32B	ARL6IP1	ATP5F1A	ATP5F1B	ATP5F1C	ATP5IF1	ATP5MC1	ATP5MC2	ATP5MC3	ATP5ME	ATP5MF	ATP5MG	ATP5MJ	ATP5PB	ATP5PD	ATP5PO	CANX	CCL25	CDC42EP5	CENPF	CHCHD10	CHCHD2	CHP2	CLIC1	COX4I1	COX5A	COX5B	COX6A1	COX6B1	COX6C	COX7A2	COX7B	COX7C	COX8A	CPS1	CYC1	CYCS	DBI	DDAH1	DMBT1	ECH1	EEF1A1	EEF1B2	EEF1G	EEF2	EI24	EIF3K	EIF3L	ENO1	EPCAM	ESD	FAU	FBL	GAPDH	GOLM1	GSTP1	H2AZ1	H4C3	HINT1	HMGA1	HMGB1	HMGB2	HNRNPA1	HNRNPA2B1	HNRNPC	HSP90AB1	HSP90B1	HSPD1	HSPE1	IDH2	IER2	KLF5	KRT18	KRT19	KRT8	LGALS4	MAOA	MARCKS	MGST1	MKI67	MLEC	MT1G	MT2A	NCL	NDUFA1	NDUFAB1	NDUFB9	NDUFS5	NPM1	NUCKS1	PFN1	PHB1	PHB2	PIGR	PPIA	PPP1R1B	PRDX1	PSMA5	PSME2	PTGES3	PTMA	RACK1	RAN	RBM3	REG1A	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL15	RPL17	RPL18	RPL18A	RPL19	RPL22	RPL23	RPL24	RPL26	RPL27	RPL27A	RPL28	RPL29	RPL3	RPL32	RPL34	RPL35	RPL35A	RPL36	RPL37	RPL37A	RPL38	RPL39	RPL4	RPL41	RPL5	RPL6	RPL7	RPL7A	RPL8	RPL9	RPLP0	RPLP1	RPLP2	RPS11	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS16	RPS18	RPS19	RPS2	RPS20	RPS23	RPS24	RPS25	RPS27A	RPS28	RPS29	RPS3	RPS3A	RPS4X	RPS5	RPS6	RPS7	RPS8	RPS9	SF3B5	SLC25A3	SLC25A5	SNHG29	TFRC	TM9SF3	TMSB10	TOP2A	TPI1	TUBA1B	TUFM	TXN	UQCR10	UQCRFS1	UQCRQ	YBX1
BUSSLINGER_DUODENAL_TUFT_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_DUODENAL_TUFT_CELLS	ACTN1	ADGRG6	ADH6	ALOX12B	ALOX5	ALOX5AP	ANKRD30BL	ANO7	AOC1	ATP2A3	AVIL	AZGP1	B4GALNT4	BCAM	BMX	BRD4	CCSER1	CD24	CHD9	CLMN	CORO2B	CRIP1	FARP2	FGFR4	FURIN	FYB1	GABRP	GNAI2	GNG13	GSN	HCK	HPGDS	HTR3E	ID2	IFI6	IL17RB	IRAG2	ITPR2	KCTD12	KLK13	KMT2C	KRT18	KRT8	LUC7L3	MARCKSL1	MATK	MELTF	MT1G	MT2A	MTSS1	MYO1B	PBXIP1	PHIP	PIK3CG	PIK3R5	PLCG2	POU2F3	PSTPIP2	PTGS1	PTPN18	RASSF6	RASSF7	SEPTIN2	SERPINA1	SH2D6	SIGIRR	SKAP2	SNRNP27	SOX4	SOX9	SPIB	TAMALIN	TMEM176A	TMEM176B	TMEM74B	TMEM87A	TPM1	TRPM5	VIPR1	ZDHHC8BP	ZFHX3
BUSSLINGER_ESOPHAGEAL_DENDRITIC_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_ESOPHAGEAL_DENDRITIC_CELLS	ABCC3	ACTB	ACTR2	ADA2	ADAM8	ADCY7	AIF1	ALCAM	ALOX5	ALOX5AP	ANKRD44	ANXA5	ARHGDIB	ARL4C	ARPC1B	ATP2B1	ATP6V0B	AXL	B2M	BAIAP2	BASP1	C15orf48	CACNA1G	CAMK1D	CAP1	CCDC88A	CCND2	CCNI	CD1A	CD1C	CD1E	CD207	CD37	CD4	CD52	CD74	CD83	CD86	CDYL	CELF2	CFL1	CFP	CHAD	CKLF	CLDN1	CLEC10A	CLEC5A	CMTM6	CNN2	CNTRL	COTL1	CPVL	CRIP1	CSF1R	CSF2RB	CST3	CTSH	CTSS	CXCL16	CYBB	CYRIB	DENND1B	DPYSL2	DUSP2	EHBP1L1	ENG	ENTPD1	EVI2B	FCER1A	FCGBP	FCGRT	FGL2	FOS	FOSB	FTH1	FTL	FXYD5	GDI2	GLRX	GNA15	GNAI2	GNB1	GPR183	GPX1	GRK3	GSN	HCK	HIP1	HLA-B	HLA-DMA	HLA-DMB	HLA-DOA	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DQB2	HLA-DRA	HLA-DRB1	HLA-DRB5	HLA-DRB6	HSPA1A	IER5	IFI30	IL13RA1	IL1B	IL2RG	INPP5D	INSIG1	ITGAX	ITGB2	JAML	JUNB	JUND	KDM6B	LAPTM5	LCP1	LGALS1	LITAF	LMNA	LSP1	LST1	LTB	LYN	MACROH2A1	MAFF	MAN2B1	MAP2K1	MAP3K2	MAPRE1	MIDN	MOB3A	MPEG1	MS4A6A	MYADM	NAP1L1	NDRG2	NFATC2	NIBAN1	NR4A1	NR4A2	NR4A3	PAK1	PARM1	PDE4A	PEA15	PER1	PFN1	PKIB	PLAUR	PLEK	PLEK2	PNRC1	PPT1	PRKCB	PTGS2	PTK2B	PTMS	PTP4A2	PTPRC	PXDC1	RAB5C	RANBP2	RAP1A	RASSF2	RASSF5	RBPJ	RGS1	RGS10	RGS2	RHOG	RUNX3	RYBP	S100A4	S100B	SEPTIN6	SERPINB9	SERPINF1	SGK1	SH3BGRL3	SH3KBP1	SKIL	SLA	SLC12A7	SLC18A2	SLC29A1	SLC2A1	SLC2A3	SPI1	SRGN	STK17B	SYNGR2	TACC1	TAMALIN	TBC1D4	TIMP1	TMEM14C	TMSB10	TMSB4X	TNFAIP3	TUBA1B	TXNIP	TYROBP	UCP2	VASP	VIM	VOPP1	YPEL5	YWHAH	ZFHX3	ZFP36	ZMIZ1	ZNF331	ZYX
BUSSLINGER_ESOPHAGEAL_EARLY_SUPRABASAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_ESOPHAGEAL_EARLY_SUPRABASAL_CELLS	ASPM	ATP5MC3	B2M	CALM2	CBX3	CCNB1	CCT5	CDK1	CENPF	CSRP2	DDX21	DEK	DSC3	DUT	EEF1A1	ENO1	FBL	FOS	H2AZ1	H2AZ2	H4C3	HES1	HMGB1	HMGB2	HMGN1	HNRNPA1	HNRNPA2B1	HNRNPAB	HNRNPC	HNRNPD	HNRNPF	HNRNPR	HSP90AB1	HSPA1A	HSPA8	HSPD1	IMPA2	KRT15	KRT5	MKI67	MT2A	NCL	NFIC	NPM1	NUCKS1	PCNA	PRC1	PRKDC	PTMA	PTTG1	RAD21	RAN	RPL10A	RPL13A	RPL14	RPL15	RPL4	RPL5	RPLP1	RPS3A	RPS6	RRM1	RRM2	SET	SLC25A5	SLC7A1	SMC4	SRSF3	STMN1	SYNCRIP	SYNE2	TKT	TMPO	TOP2A	TRA2B	TUBA1B	TUBB	VSNL1	YBX1
BUSSLINGER_ESOPHAGEAL_LATE_SUPRABASAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_ESOPHAGEAL_LATE_SUPRABASAL_CELLS	A2ML1	ACTB	AHNAK	ALDH3A1	ALDH3B2	ALDH9A1	ANXA1	ANXA2	AQP3	ARPC2	ATP6V0C	C4orf3	CALML3	CAST	CD24	CDA	CDKN1A	CDKN2B	CEACAM6	CES2	CITED4	CLCA4	CLDN4	CLIC3	CLTB	CNN3	CRABP2	CRNN	CST3	CSTA	CSTB	CTNNBIP1	CXCL17	CYP2C18	CYSRT1	DBI	DHRS1	DMKN	DSC2	DSG1	DSG3	DSP	DYNLT3	EGR1	ELL2	ENDOU	EVPL	EZR	FAM162A	FAM3B	FGFBP1	FMO2	GBP6	GJB2	GLTP	GPR15LG	GPX3	GRHL1	GRN	GSN	GUK1	HMGCS1	HSPB1	IL1RN	IVL	JUP	KLK11	KLK13	KRT13	KRT4	KRT6A	KRT6B	KRT6C	LGALS3	LY6D	LYNX1	LYPD3	MAL	MAL2	MALL	MGLL	MPZL2	MUC21	NAGK	NCCRP1	NDRG1	NIBAN2	NUCB2	P4HB	PDZK1IP1	PEPD	PERP	PKP1	PKP3	PPDPF	PPL	RAB10	RAB11A	RAB25	RHCG	S100A10	S100A11	S100A14	S100A16	S100A8	S100A9	SBSN	SCD	SCEL	SDC1	SERPINB1	SERPINB13	SERPINB2	SERPINB3	SERPINB4	SH3BGRL3	SLPI	SLURP1	SOD2	SORT1	SPINK5	SPRR1A	SPRR1B	SPRR2A	SPRR2D	SPRR3	TECR	TENT5B	TGM1	TGM3	TM7SF2	TMSB10	TMSB4X	TRIM29	TSPO	TUBA1C	TUBB6	TXN	YWHAZ	ZNF185
BUSSLINGER_ESOPHAGEAL_PROLIFERATING_BASAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_ESOPHAGEAL_PROLIFERATING_BASAL_CELLS	ANP32B	ARL6IP1	ASPM	ASS1	ATP1B3	B2M	CAV1	CD81	CENPF	COL17A1	CXCL14	DSC3	DST	EEF1A1	EEF1B2	EEF2	EIF4B	ENO1	FBL	GPNMB	GPX4	H2AZ1	H4C3	HMGB1	HMGB2	HNRNPA1	HNRNPA2B1	HNRNPC	HOPX	IFITM3	IL1R2	ITGA6	KRT14	KRT15	KRT19	KRT5	LAMB3	MCM7	MKI67	MT2A	NAP1L1	NCL	NFIC	NUCKS1	NUSAP1	PRC1	PTMA	RPL10	RPL10A	RPL13A	RPL15	RPL18A	RPL4	RPL5	RPS3	RPS5	RRM2	SLC3A2	SLC7A1	SLC7A5	SMC4	SNRPB	STMN1	SYNE2	TK1	TKT	TOP2A	TUBA1B	TUBB	YBX1
BUSSLINGER_ESOPHAGEAL_QUIESCENT_BASAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_ESOPHAGEAL_QUIESCENT_BASAL_CELLS	ALDH3A2	APP	ASS1	ATP1B3	CAV1	CD81	CLSTN1	CLU	COL17A1	COL7A1	CXCL14	DCN	DKK3	DST	EEF1A1	EEF1G	EEF2	EIF4A2	EIF4B	FOS	FOSB	FTH1	GAS5	GLUL	GPNMB	HSP90AB1	HSPA2	IFITM1	IFITM3	IGFBP5	IL1R2	ITGB4	JAG2	JUNB	KRT14	KRT15	KRT19	LAMA5	LAMB3	MEGF6	MIR205HG	MOXD1	MXRA5	NAP1L1	NFIB	NFIC	NOP53	NTRK2	PDLIM1	PRNP	RACK1	RPL10	RPL13	RPL13A	RPL3	RPL4	RPL5	RPLP1	RPS3	RPS3A	RPS6	SERPINE2	SFRP1	SLC1A3	SLC1A4	SLC7A1	SLC7A2	SLC7A5	SNHG29	SOCS3	SOX6	SYNE2	THSD4	TNC	TNS1	TXNIP	ZFP36L2
BUSSLINGER_GASTRIC_ANTRAL_ECS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_ANTRAL_ECS	C6orf58	CACNA1A	CPE	DDC	GC	MEG3	MS4A8	PAX6	PCSK1N	RASD1	SCG2	SCG5
BUSSLINGER_GASTRIC_CHIEF_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_CHIEF_CELLS	APLP1	AZGP1	CA9	CDKN1C	CHIA	CST3	CXCL17	DCXR	EEF2	ELAPOR1	ELL2	ENAH	FMOD	FNDC3B	FTH1	FTL	GLUL	GPER1	GPRC5C	HMGCS2	IER2	IGFBP2	IL33	IRX2	ITIH5	ITLN1	JUN	LEPR	LINC00261	LIPF	MECOM	MT1F	MT1G	MT1X	MT2A	NEDD4L	NR2F2	P4HB	PABPC4	PDIA2	PGA5	PGC	PLIN5	PRDX4	RPLP1	SEC62	SLC12A2	SOX4	SSR4	TMED6	TMEM97	TMT1A	TSC22D1	UGT2B15	XBP1	XYLT2
BUSSLINGER_GASTRIC_D_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_D_CELLS	ARFGEF3	CADM1	CAMK2B	CELF4	CEP126	CHGB	DEPP1	EGR1	ERO1B	IGFBP5	ISL1	KCTD12	MAP1B	MS4A8	NEUROD1	NR4A1	PAX6	PCSK1N	PCSK2	SCG5	SEC11C	SHISAL2B	SST	TM4SF4	TMEM176B	TPPP3	TTN	TTR
BUSSLINGER_GASTRIC_G_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_G_CELLS	ABCA5	ABCB10	ACVR1C	ANK3	ARFGEF3	ARX	BPTF	BTG2	C12orf75	CACNA1A	CADPS	CAMK2N1	CD36	CES1	CHGB	CLTRN	CMIP	CPE	CXXC4	DDC	DEPP1	DIRAS3	DSP	DST	DTNA	EGR1	ERO1B	FEV	FKBP2	FXYD3	GAST	GNAI2	HAP1	HIGD1A	HLA-A	IDH1	INSM1	ISL1	KCTD12	KIF1A	KLB	LRP4	MAN1A1	MAP1B	MARCKS	MAST4	MDK	MEIS2	MLXIPL	MS4A8	NAV1	NEUROD1	NKX2-2	NOL4	PAM	PAX6	PBX3	PCLO	PCSK1	PCSK1N	PCSK2	PDE8B	PDK3	PDK4	PDLIM5	PEMT	PFN2	PLXNA2	PRKACB	QPCT	RAB26	RAB3B	RFX6	SAMD5	SCG2	SCG3	SCG5	SCGB2A1	SCGN	SEC11C	SELENOW	SHISAL2B	SLC40A1	SLC7A1	SORBS2	SORL1	SPINT2	SSR4	SSTR2	SUCNR1	SYT7	TFF3	TIMP1	TM4SF4	TM4SF5	TMEM176B	TPD52	VAMP2
BUSSLINGER_GASTRIC_IMMATURE_PIT_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_IMMATURE_PIT_CELLS	ABCC3	ABCC5	ABHD2	ABLIM1	ACTB	ACTG1	ACTN4	AGR2	AHNAK	AKR1B10	AKR1C1	AKR1C2	AKR1C3	ALDH2	ALDH3A1	ALDH3A2	ANG	ANXA10	ARPC1A	BCAS1	BLVRB	CA2	CALM2	CAPG	CAPN5	CAPN8	CAPN9	CAST	CBR1	CCND1	CD2AP	CD63	CEACAM5	CES2	CFL1	CLDN18	CLIC1	CLTB	CMBL	COX8A	CRIP1	CSTB	CTNNA1	CTSE	CYP2C18	CYP2S1	CYP3A5	CYSTM1	DDX60	DSC2	DYNLL1	EFHD2	EFNB2	ETNK1	FA2H	FAM120A	FBLIM1	FCGBP	FHL2	FLNB	FOXA2	FOXQ1	FSIP2	FXYD3	GALE	GALNT6	GKN1	GKN2	GPX2	GSN	GSTP1	HPGD	HSPB1	ID1	IFI27	IL1R2	IL1RN	ITGB4	JPT1	JUP	KDELR2	KLF3	KLF4	KRT18	KRT19	KRT8	LGALS3	LGALS4	LGALS9C	LINC01133	LMNA	LMO7	MAL2	MANF	MAPK3	MGLL	MGST3	MUC1	MUCL3	NET1	NQO1	PERP	PFN1	PHGR1	PLA2G10	PLAC8	PLXNB2	PRDX1	PSCA	PTGR1	RAB27A	RAB27B	RAC1	RALA	RASSF6	RBM47	REG4	REP15	RHOA	RNASE1	S100A11	S100A14	S100A16	S100A6	S100P	SFN	SH3BGRL2	SH3BGRL3	SLC44A1	SLC44A2	SLC5A5	SLC7A8	SLC9A1	SMPD3	SOSTDC1	SPINK1	SPINT2	SPTSSB	SULT1C2	SYTL2	TACSTD2	TAGLN2	TCEAL9	TCF7L2	TENT5A	TESC	TFF1	TFF2	TMEM54	TMSB4X	TPM1	TPM4	TRNP1	TSPAN1	TSPAN3	TSPAN8	TST	TXN	UGDH	VAMP8	VILL	VSIG1	VSIG2	YWHAZ	ZBTB7C
BUSSLINGER_GASTRIC_IMMUNE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_IMMUNE_CELLS	AAK1	ABCB1	ABHD17A	ABHD3	ABI1	ABI3	ABRACL	ACAP1	ACAP2	ACSL4	ACTB	ACTR2	ACTR3	ADA2	ADAM19	ADAM8	ADAR	ADARB1	ADCY7	ADD1	ADGRE5	AGFG1	AGGF1	AHNAK	AHR	AIDA	AIP	AKAP10	AKAP11	AKAP13	AKAP9	AKIRIN1	AKNA	AKTIP	ALOX5AP	ANAPC16	ANKLE2	ANKRD10	ANKRD11	ANKRD28	ANKRD44	ANKRD49	ANP32B	ANP32E	ANTXR2	ANXA1	ANXA6	AOAH	AP1M1	AP1S2	AP3M1	AP4B1	APBA2	APBB1IP	APMAP	APOBEC3C	APOBEC3F	APOBEC3G	APOBR	ARAP2	ARF6	ARHGAP15	ARHGAP25	ARHGAP30	ARHGAP35	ARHGAP4	ARHGAP45	ARHGAP9	ARHGDIB	ARHGEF1	ARHGEF3	ARHGEF6	ARID1A	ARID2	ARID4A	ARID4B	ARID5A	ARIH1	ARL4C	ARL6IP5	ARPC1B	ARPC2	ARPC3	ARPC5	ARPP19	ARRB2	ASAP1	ASB2	ASCC3	ASF1A	ASH1L	ASXL2	ATF2	ATF7IP	ATM	ATOSA	ATP11B	ATP1B3	ATP2B4	ATP5MG	ATP6AP2	ATP6V0E1	ATP6V0E2	ATP8A1	ATP8B2	ATR	ATRX	ATXN1	ATXN2L	ATXN7	AUTS2	AZIN1	B2M	BATF	BAZ1A	BAZ1B	BBLN	BBX	BCL11B	BCL2	BCLAF1	BDP1	BHLHE40	BICD2	BIN1	BIN2	BIRC2	BIRC3	BIRC6	BLTP1	BMAL1	BOD1L1	BPTF	BRD10	BRWD1	BST2	BTAF1	BTBD1	BTF3	BTG1	BTG2	BTN3A1	BTN3A2	BUB3	BZW1	C12orf57	C16orf54	C19orf12	C21orf91	C4orf3	C6orf62	C9orf78	CAB39	CACYBP	CALCOCO2	CALM1	CALM3	CAP1	CAPN2	CAPZA1	CAPZB	CARD11	CARD8	CASP1	CASP8	CBFB	CBL	CBLB	CBX3	CBX7	CCDC69	CCDC85B	CCDC88A	CCDC88B	CCDC88C	CCL20	CCL4	CCL5	CCND2	CCND3	CCNDBP1	CCNH	CCNI	CCNL1	CCNT2	CCR2	CCR5	CCR6	CCSER2	CCT4	CD101	CD2	CD244	CD247	CD27	CD37	CD3D	CD3E	CD3G	CD4	CD44	CD47	CD48	CD5	CD52	CD53	CD6	CD69	CD7	CD81	CD84	CD8A	CD8B	CD96	CDC14A	CDC16	CDC42	CDC42EP3	CDC42SE2	CDK13	CDK17	CDKN1B	CDV3	CELF1	CELF2	CENPC	CEP350	CEP85L	CERK	CFL1	CGGBP1	CHASERR	CHD1	CHD2	CHD3	CHST11	CHST12	CHSY1	CIAO1	CIDEB	CISH	CITED2	CKAP2	CKLF	CLDND1	CLEC2B	CLEC2D	CLIC5	CLIP1	CLK1	CLSTN3	CMTM3	CNBP	CNN2	CNOT1	CNOT2	CNOT6L	CNTRL	COMMD6	COMMD8	COPB1	CORO1A	COTL1	CPA3	CRBN	CREB1	CREBBP	CREBRF	CREM	CRLF3	CRTAM	CRYBG1	CSDE1	CSF1	CSGALNACT2	CSK	CSNK1G2	CST7	CTBP1	CTCF	CTLA4	CTSS	CTSW	CUL3	CXCL13	CXCR3	CXCR4	CXCR6	CYBA	CYBC1	CYFIP2	CYLD	CYRIB	CYTH1	CYTH4	CYTIP	DARS1	DAXX	DAZAP2	DCAF5	DCP1A	DCP2	DDIT4	DDX17	DDX24	DDX3X	DDX3Y	DDX5	DDX6	DEF6	DEGS1	DEK	DENND1B	DENND1C	DENND2D	DENND4A	DENND4B	DERL1	DGKA	DGKE	DHRS7	DHX9	DIAPH1	DICER1	DIP2A	DMTF1	DNAJB14	DNAJB6	DNMT1	DNTTIP2	DOCK10	DOCK11	DOCK2	DOCK8	DOCK9	DOK2	DPP8	DR1	DRAP1	DSTYK	DUSP1	DUSP2	DUSP4	DUSP6	DYNC1H1	DYRK1A	DYRK2	DZIP3	EDEM1	EEF1A1	EEF1B2	EEF1D	EEF1G	EEIG1	EFR3A	EHD1	EID1	EIF1	EIF3F	EIF3H	EIF4A2	EIF4B	EIF4E3	EIF4EBP2	EIF4G2	EIF5	ELF1	ELK4	ELL	ELMO2	ELOVL5	ELP1	EMB	EML3	EML4	EMP3	ENO1	ENSG00000291107	EP300	EP400	EPC1	EPG5	EPS15	ERAP1	ERAP2	ERBIN	ESYT1	ESYT2	ETS1	EVI2A	EVI2B	EVL	F2R	FAM111A	FAM13B	FAM53B	FAM78A	FAM89B	FAS	FASLG	FAU	FBRS	FBXL20	FBXL3	FBXO11	FBXW2	FCER1G	FCMR	FCRL6	FERMT3	FGD3	FGFR1OP2	FHIP2A	FHOD1	FKBP11	FKBP5	FLI1	FLNA	FLOT2	FLT3LG	FMNL1	FMNL3	FMR1	FNBP1	FNBP4	FNTA	FOSB	FOXJ3	FOXN2	FOXO1	FRYL	FUS	FXYD5	FYB1	FYN	FYTTD1	G3BP2	GAB3	GABPA	GAPDH	GAPVD1	GATA2	GATA3	GATAD2B	GBP2	GBP3	GBP5	GDI1	GFI1	GFOD1	GGA2	GGNBP2	GIMAP1	GIMAP2	GIMAP4	GIMAP6	GIMAP7	GIMAP8	GIT2	GLCCI1	GLG1	GLIPR1	GLIPR2	GLO1	GLS	GMFG	GMIP	GNA13	GNAI2	GNAI3	GNAS	GNB1	GNG2	GNLY	GNPTAB	GOLGA7	GPATCH8	GPBP1	GPCPD1	GPR155	GPR171	GPR183	GPR65	GPRIN3	GPSM3	GRAMD1A	GRAP2	GRB2	GRK2	GRK6	GSTK1	GVINP1	GYG1	GYPC	GZMA	GZMB	GZMH	GZMK	GZMM	H2AZ2	H3-3B	HAUS6	HCLS1	HCP5	HCST	HECA	HECTD4	HEG1	HELZ	HERC1	HERPUD2	HIC1	HINT1	HIPK1	HIVEP2	HIVEP3	HLA-A	HLA-B	HLA-C	HLA-DPA1	HLA-DPB1	HLA-E	HLA-F	HLA-H	HMGB1	HMGN1	HMGN4	HNRNPA2B1	HNRNPA3	HNRNPDL	HNRNPH1	HNRNPH3	HNRNPLL	HNRNPU	HOPX	HOXB2	HSPA8	HTR7	HUWE1	ICAM3	ICE1	ICOS	ID2	IDI1	IDS	IER5	IFFO1	IFI16	IFI27L2	IFI44	IFITM1	IFITM2	IFNAR2	IFNG	IGFLR1	IK	IKZF1	IKZF3	IL10RA	IL16	IL17A	IL17RA	IL18R1	IL18RAP	IL27RA	IL2RB	IL2RG	IL32	IL7R	INO80D	INPP4A	INPP4B	INPP5D	INTS6L	IPCEF1	IQGAP1	IRAK4	IRF1	IRF1-AS1	ISCU	ITGA1	ITGA4	ITGAE	ITGAL	ITGB1BP1	ITGB2	ITGB7	ITK	ITM2A	ITM2B	ITM2C	ITPKB	ITPR1	ITPR2	ITSN2	IVNS1ABP	JADE1	JADE2	JAK1	JAK3	JAML	JARID2	JCHAIN	JMJD1C	JMY	JUNB	JUND	KANSL1	KAT2B	KAT6A	KAT6B	KBTBD2	KCMF1	KCNAB2	KDM2A	KDM5A	KHDRBS1	KIAA0040	KIDINS220	KIF21B	KIF2A	KIT	KLC1	KLF12	KLF13	KLF6	KLHL28	KLRB1	KLRC1	KLRC2	KLRD1	KMT2A	KMT2C	KMT2D	KMT2E	KPNA4	KPNA6	KPNB1	KRI1	KTN1	LAG3	LAIR1	LANCL1	LAPTM5	LASP1	LAT	LATS1	LAX1	LBH	LBR	LCK	LCP1	LCP2	LDHA	LDHB	LDLRAD4	LEPROTL1	LGALS1	LIMD2	LIMS1	LINC-PINT	LINC00426	LINC00674	LINC00857	LINC02591	LNPEP	LONP2	LPGAT1	LPIN1	LPIN2	LPXN	LRBA	LRRFIP1	LRRN3	LSM14A	LSP1	LTB	LUZP1	LY6E	LY9	LYSMD2	LYST	MACF1	MAF	MALT1	MAN1A1	MAN1A2	MAN1C1	MAN2A2	MAP1LC3B	MAP2K1	MAP3K2	MAP4K1	MAP7D1	MAP7D3	MAPK1	MAPK1IP1L	MAPRE1	MAPRE2	MARCHF6	MARCHF7	MARK3	MAST3	MAT2B	MATK	MATR3	MBD2	MBNL1	MBP	MCL1	MCMBP	MDFIC	MDM4	MEAF6	MECP2	MED1	MED13	MEF2D	METTL23	METTL9	MFNG	MFSD10	MGAT1	MGAT4A	MIAT	MICAL1	MICB	MIER1	MIR23AHG	MIS18BP1	MLLT6	MOB3A	MPHOSPH8	MR1	MRFAP1L1	MRPS6	MS4A2	MSN	MTDH	MTMR9	MTR	MVB12B	MXD4	MXRA7	MYBL1	MYCBP2	MYH9	MYL12A	MYL12B	MYLIP	MYO1F	MYO1G	MYO5A	MYO7A	MYO9B	MYSM1	N4BP1	N4BP2L2	NAA38	NABP1	NAP1L1	NAP1L4	NBEAL2	NCKAP1L	NCOA1	NCOA3	NCOR1	NDST2	NEDD9	NEK7	NEK9	NEMF	NFAT5	NFATC2	NFATC2IP	NFATC3	NFKBIA	NGLY1	NHERF1	NIBAN1	NIN	NIPBL	NKG7	NLRC3	NLRC5	NLRP1	NMRK1	NONO	NOP53	NOTCH1	NOTCH2	NPAT	NPM1	NR3C1	NR4A2	NRDC	NSD1	NSMAF	NUDT21	NUFIP2	NUMA1	NUP153	NUP210	NUP98	NXPE3	OAS2	OAZ1	ODC1	OFD1	OGA	OGG1	OGT	OSBPL8	OST4	OSTF1	OSTM1	OTUD4	OTUD5	OXNAD1	P2RX5	PACS1	PAFAH1B1	PAG1	PAIP2	PAK2	PAPOLA	PAPOLG	PARP1	PARP14	PARP8	PARP9	PARVG	PAXX	PBXIP1	PCBP1	PCED1B	PCF11	PCGF5	PCM1	PCNP	PCNX1	PCNX2	PDCD1	PDCD4	PDE4B	PDE4DIP	PDE7A	PDLIM2	PDS5A	PDS5B	PECAM1	PELO	PFDN5	PFN1	PGGHG	PGK1	PHC3	PHF11	PHF19	PHF20	PHF20L1	PHF3	PHIP	PHLDA1	PHTF2	PICALM	PIEZO1	PIK3CD	PIK3IP1	PIK3R1	PIK3R5	PIKFYVE	PIM1	PIM2	PIP4K2A	PITPNC1	PLAAT4	PLCB2	PLCG1	PLEKHA2	PLEKHF1	PLEKHO1	PLEKHO2	PLP2	PLXDC1	PNISR	PNN	PNRC1	POLR2B	POLR3GL	POU2F2	PPHLN1	PPIA	PPIG	PPM1A	PPM1B	PPM1K	PPM1M	PPP1CC	PPP1R12A	PPP1R15A	PPP1R15B	PPP1R16B	PPP1R18	PPP2R2B	PPP2R5C	PPP2R5E	PPP3CB	PPP3CC	PPP4R3A	PPP4R3B	PPP6R1	PPT1	PRDM1	PRDM2	PREX1	PRF1	PRKACB	PRKAR1A	PRKCB	PRKCH	PRKCQ	PRKCQ-AS1	PRKD2	PRKD3	PRKY	PRMT2	PRNP	PRPF38B	PRPF40A	PRPF4B	PRPF8	PRRC2B	PSD4	PSIP1	PSMA3-AS1	PSMA7	PSMB10	PSMB4	PSMB8	PSMB8-AS1	PSMB9	PSME1	PSME2	PSTPIP1	PTAR1	PTBP3	PTDSS1	PTGDR	PTGER2	PTGER4	PTGES3	PTK2B	PTMA	PTP4A2	PTPN1	PTPN11	PTPN2	PTPN22	PTPN4	PTPN6	PTPN7	PTPRA	PTPRC	PTPRCAP	PTPRE	PTPRJ	PUM2	PVRIG	PYHIN1	QKI	RAB21	RAB27A	RAB29	RAB3GAP2	RAB8B	RABGAP1L	RAC2	RACK1	RAD21	RALGAPA1	RALGAPB	RALGDS	RANBP2	RANBP9	RAP1A	RAP1B	RAP1GDS1	RAPGEF1	RAPGEF6	RASA1	RASA2	RASAL3	RASGRP1	RASGRP2	RASSF2	RASSF5	RB1CC1	RBBP6	RBL2	RBM12	RBM26	RBM27	RBM33	RBM38	RBM39	RBMS1	RBPJ	RCSD1	RESF1	REST	RETREG1	REV3L	RFLNB	RFTN1	RFX5	RFX7	RGCC	RGS1	RGS10	RGS14	RGS16	RGS19	RGS2	RHEB	RHOA	RHOG	RHOH	RICTOR	RIF1	RIGI	RIPOR2	RNF114	RNF125	RNF139	RNF149	RNF166	RNF167	RNF19A	RNF213	RNF216	RNF38	RNF4	RNF44	RO60	ROCK1	RORA	RPA1	RPA2	RPL10	RPL10A	RPL13	RPL13A	RPL14	RPL15	RPL17	RPL19	RPL23	RPL23A	RPL24	RPL26	RPL27	RPL27A	RPL28	RPL30	RPL31	RPL32	RPL34	RPL35A	RPL36AL	RPL37	RPL37A	RPL38	RPL39	RPL4	RPL41	RPL5	RPL6	RPL7	RPL7A	RPL9	RPLP1	RPLP2	RPS11	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS16	RPS18	RPS19	RPS2	RPS20	RPS23	RPS25	RPS27	RPS27A	RPS29	RPS3	RPS3A	RPS4X	RPS6KA3	RPS6KA5	RPS7	RSF1	RSRC2	RUNX2	RUNX3	S100A10	S100A4	SACM1L	SACS	SAMD3	SAMD9	SAMD9L	SAMSN1	SARAF	SASH3	SBNO1	SBNO2	SCAF11	SCAF8	SCML4	SECISBP2	SEL1L3	SELENOF	SELENOT	SELPLG	SEMA4D	SENP6	SENP7	SEPTIN1	SEPTIN2	SEPTIN6	SEPTIN7	SEPTIN9	SERINC1	SERPINB9	SERTAD2	SESN3	SET	SETD2	SETD5	SETX	SF1	SF3A1	SF3B1	SF3B3	SFMBT2	SH2B3	SH2D1A	SH2D2A	SH2D3C	SH3BGRL	SH3BGRL3	SH3BP1	SH3KBP1	SHFL	SHISA5	SIGIRR	SIGLEC17P	SIK3	SIN3A	SIPA1	SIRPG	SIT1	SKAP1	SKI	SLA	SLA2	SLAIN2	SLAMF1	SLAMF6	SLAMF7	SLC16A7	SLC18A2	SLC20A1	SLC26A2	SLC2A1	SLC2A3	SLC2A4RG	SLC38A1	SLC4A7	SLC5A3	SLC66A3	SLC7A5P2	SLC7A6	SLF1	SLF2	SLFN11	SLFN5	SLK	SMAD7	SMAP2	SMARCA2	SMARCA5	SMARCE1	SMC3	SMC5	SMCHD1	SMG1	SMURF2	SNHG1	SNHG5	SNHG6	SNRK	SNRNP200	SNTB2	SNX3	SON	SORL1	SOS1	SP110	SP140	SP3	SPATA13	SPCS3	SPEF2	SPEN	SPG11	SPN	SPOCK2	SPTAN1	SRGAP3	SRGN	SRPRA	SRSF10	SRSF2	SRSF5	SRSF7	SSB	SSBP4	SSH1	SSH2	ST3GAL1	ST3GAL5	ST8SIA4	STAG2	STAT1	STAT3	STAT4	STAT5A	STAT5B	STIM1	STIM2	STING1	STK10	STK17A	STK17B	STK24	STK4	STMN3	STN1	STOM	STT3B	STX16	STYX	SUB1	SUN2	SURF4	SUSD3	SUSD6	SUZ12	SYNE1	SYNRG	SYTL3	TAB2	TACC1	TAF7	TAGAP	TANK	TAOK1	TAOK3	TAP1	TAP2	TAPBP	TARP	TASOR	TBC1D1	TBC1D10C	TBC1D20	TBC1D2B	TBC1D4	TBCB	TBCC	TBCD	TBK1	TBL1XR1	TBRG1	TC2N	TCF7	TCP1	TDP2	TERF2IP	TESPA1	TGFB1	TGFBR1	TGFBR2	TGFBR3	TGOLN2	THAP12	THEMIS	THRAP3	TIAL1	TIGIT	TINF2	TLE5	TLK1	TLN1	TMA7	TMC6	TMC8	TMED5	TMEM109	TMEM123	TMEM131L	TMEM35B	TMEM43	TMEM50A	TMF1	TMSB10	TMSB4X	TNF	TNFAIP3	TNFAIP8	TNFRSF1B	TNFRSF25	TNFSF12	TNFSF14	TNK2	TNRC6B	TNRC6C	TOMM7	TOP2B	TOR1A	TOR1AIP1	TOX	TPM3	TPP1	TPR	TPSAB1	TPSB2	TPT1	TRA2B	TRAF1	TRAF3IP3	TRAF5	TRAM1	TRANK1	TRAPPC10	TRAPPC8	TRERF1	TRG-AS1	TRIB2	TRIM14	TRIM22	TRIM33	TRIM38	TRIP12	TRMT112	TRPS1	TRPV2	TSC22D3	TSC22D4	TSEN54	TSPAN14	TSPAN32	TSPAN5	TSPYL2	TTC14	TTC39C	TTN	TUBA1A	TUBA4A	TUBB	TUT4	TWF2	TXNIP	TYROBP	TYW3	U2SURP	UBA2	UBA52	UBASH3A	UBASH3B	UBC	UBE2D2	UBE2D3	UBE2I	UBE2L6	UBE3A	UBLCP1	UBR1	UBR2	UBR4	UBR5	UBTF	UBXN4	UCP2	UGP2	UHMK1	UNC13D	URI1	USF2	USP1	USP15	USP20	USP24	USP25	USP34	USP42	USP47	USP9X	UTRN	VAMP1	VAV1	VAV3	VEZF1	VIM	VMA21	VOPP1	VPS11	VPS13B	VPS13C	VPS26A	VSIR	VWA5A	WAC	WAPL	WAS	WDR1	WDR26	WDR82	WIPF1	WNK1	WWC3	XCL2	XIAP	XPO1	XPO4	XPO6	XRCC5	XRCC6	XRN1	XRN2	YBX1	YME1L1	YPEL3	YPEL5	YTHDC1	YTHDC2	YWHAB	YWHAQ	YWHAZ	ZAP70	ZBED5	ZBTB1	ZBTB38	ZBTB4	ZBTB44	ZC3H11A	ZC3H6	ZC3HAV1	ZDHHC18	ZEB1	ZEB2	ZFAND5	ZFC3H1	ZFP36	ZFP36L1	ZFP36L2	ZFR	ZFYVE28	ZMAT3	ZMYM5	ZNF148	ZNF217	ZNF276	ZNF292	ZNF609	ZNF638	ZNF644	ZNF652	ZNF655	ZNF683	ZNF721	ZNF800	ZNF831	ZNFX1	ZNRF1	ZYX
BUSSLINGER_GASTRIC_ISTHMUS_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_ISTHMUS_CELLS	ABCC3	ABLIM1	ACIN1	ACTG1	ACTN4	ACTR2	ADAM15	ADD3	ADH1C	AGR2	AGR3	AHNAK	AKAP1	AKR1B10	AKR1C3	ALDH2	ALDH3A1	ALDH3A2	ANO1	ANXA10	ANXA2	AP1M2	AP2B1	ARF1	ARF5	ARHGAP21	ARHGDIA	ARL6IP1	ARPC1A	ARPC2	ASAP2	ASPM	ATP1A1	ATP2A3	ATP5IF1	ATP5ME	ATP8B1	AUP1	B4GALT1	BACE2	BAZ1A	BCAP31	BCAS1	BHLHE40	BLVRB	CA2	CALM2	CALM3	CALR	CANX	CAP1	CAPG	CAPN5	CAPN8	CAPNS1	CAPZB	CAST	CBR1	CCDC25	CCNB1	CCND1	CCT5	CD151	CD63	CDC37	CDC42EP5	CDH1	CDS1	CENPE	CENPF	CENPV	CES2	CFL1	CHCHD2	CIST1	CKAP4	CKS2	CLDN18	CLIC1	CLMN	CLTB	CMBL	CORO2A	COX6B1	COX8A	CREB3L1	CRELD2	CRIP1	CSTB	CTNNA1	CTSE	CTTN	CYC1	CYP1B1	CYP2C18	CYP2S1	CYP3A5	CYP4F12	CYP51A1	DBI	DDX18	DDX21	DHCR24	DHFR	DNAJB11	DNM2	DSP	DST	DYNLL1	EBP	EDEM3	EFHD2	EFNB2	EI24	EIF2S2	EIF3A	EIF3J	EIF4E2	EIF4G1	EIF5B	EIF6	ELF3	ELOVL6	ENO1	ENSA	EPCAM	EPS8L3	ESRP1	ETFB	ETNK1	EZR	FABP5	FAM120A	FAM177B	FASN	FBLIM1	FBP1	FCGBP	FER1L6	FERMT1	FHL2	FKBP2	FLNB	FMN1	FOXA2	FOXQ1	FXYD3	GADD45A	GALE	GALNT6	GAPDH	GARS1	GFUS	GIPC1	GKN2	GMDS	GNA11	GNB2	GNL3	GOLGA4	GPX2	GSN	GSTO1	GSTP1	H2AJ	H2AZ1	H4C3	HDGF	HDLBP	HES1	HMGB1	HMGB2	HMGCS1	HNRNPA2B1	HNRNPAB	HNRNPF	HNRNPM	HPGD	HSP90AA1	HSP90AB1	HSP90B1	HSPA5	HSPB1	HSPD1	HSPH1	HYOU1	IBTK	ID1	IER3	IL1R2	IL1RN	INF2	ITGA6	ITGB1	ITGB4	ITPR3	JPT1	JUP	KCNE3	KDELR1	KDELR2	KDELR3	KHSRP	KIF1C	KIF5B	KLF2	KLF3	KLF4	KLF5	KRT18	KRT19	KRT8	LAD1	LAMA3	LAMB3	LARP1	LARP1B	LASP1	LDLR	LFNG	LGALS3	LGALS4	LIMA1	LINC01133	LLGL2	LMAN2	LMNA	LMO4	LMO7	LPCAT4	LRRFIP1	MACROH2A1	MAL2	MANF	MAPK3	MARCKS	MCU	ME1	MESD	MGLL	MGST2	MGST3	MIA3	MICU1	MIDN	MISP	MKI67	MLEC	MLPH	MRPL14	MRPS35	MTDH	MUC1	MUCL3	MVD	MVP	MYDGF	MYH14	MYL6	MYO10	MYO1A	MYO5C	MYOF	NANS	NCL	NCOR1	NDUFS6	NET1	NFE2L2	NFIC	NHSL3	NIBAN2	NKX6-2	NMU	NOP56	NQO1	NR2F6	NUCKS1	NUSAP1	OSBPL7	P4HB	PABPC1	PALLD	PAQR8	PDIA4	PDIA6	PDLIM1	PEBP1	PERP	PFN1	PHACTR2	PHLDA2	PKP3	PLA2G10	PLEC	PLEK2	PLEKHA6	PLLP	PLP2	PLXNA2	POMP	PPARG	PPDPF	PPFIBP1	PPIA	PPM1G	PRC1	PRDX1	PRKCD	PRPF38B	PSD3	PSMA4	PSMA7	PSMD11	PSMD7	PTBP1	PTGES3	PTMA	PTPRF	PTTG1	PTTG1IP	PYCR1	RAB11FIP1	RAB27B	RAB2A	RAB3D	RAC1	RALBP1	RAN	RASEF	RASSF6	RBM25	RBM3	RBM47	REG4	REP15	RETSAT	RHOA	RNU4ATAC	RPL35	RPL36AL	RPN1	RPN2	RPS24	RPS8	RRBP1	S100A10	S100A11	S100A14	S100A16	S100A6	S100P	SCD	SDC1	SDC4	SDF2L1	SEC61A1	SEC61G	SEC63	SEM1	SEMA3B	SERBP1	SERF2	SERPINB1	SERPINB5	SF3B5	SFN	SGSM3	SH3RF1	SLC16A1	SLC39A11	SLC44A1	SLC44A2	SLC7A8	SLC9A1	SLK	SLTM	SMC4	SMIM14	SMPD3	SNRPB	SNRPD1	SNRPF	SNRPG	SPINK1	SPINK5	SPINT2	SPTBN1	SRRM1	SRSF1	SRSF3	STMN1	SULT1C2	SYK	SYNGR2	SYTL2	TACC3	TACSTD2	TAGLN2	TALDO1	TCEAL9	TCERG1	TCF7L2	TENT5A	TES	TESC	TFCP2L1	TFF1	TIMP1	TK1	TKT	TLCD2	TLN2	TM9SF3	TMED2	TMED9	TMEM54	TMPRSS4	TMSB10	TMSB4X	TOP1	TOP2A	TPM1	TPM3	TPM4	TPX2	TRIM2	TRNP1	TSPAN1	TSPAN15	TSPAN3	TSPAN8	TSPO	TST	TTC39A	TUBA1B	TUBA1C	TUBB	TUBB4B	TXN	TXNRD1	U2AF1	UBE2C	UGDH	USH1C	VASP	VCP	VILL	VMP1	VPS35	VSIG1	WASF2	YBX1	YWHAB	YWHAH	YWHAZ	ZBTB7A	ZBTB7C
BUSSLINGER_GASTRIC_LYZ_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_LYZ_POSITIVE_CELLS	ADH1C	ADIRF	AGR2	ANKRD22	ANXA5	AQP5	ATP6V1G1	C16orf89	C6orf58	CD24	CD81	CDCA7	CLU	CREB3L1	CST3	CXCL17	EEF1A1	EEF1B2	EEF1G	EEF2	EGR1	ELAPOR1	ERGIC1	ETV5	FAM3B	FMOD	FNDC3B	FOS	FUT9	GLUL	GOLM1	GP2	LYZ	MMP1	MSMB	MUC6	NOP53	NR4A1	PABPC1	PGC	PIGR	PKDCC	PPP1R1B	RACK1	REG1A	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13AP3	RPL14	RPL15	RPL17	RPL18	RPL18A	RPL19	RPL23	RPL23A	RPL26	RPL28	RPL29	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL36	RPL37	RPL37A	RPL39	RPL41	RPL5	RPL6	RPL7	RPL7A	RPL9	RPLP0	RPS10	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS18	RPS2	RPS20	RPS21	RPS23	RPS27	RPS28	RPS3	RPS3A	RPS4X	RPS5	RPS6	RPS7	RPS8	RPS9	SEZ6L2	SLC12A2	SLPI	SOX9	SPDEF	TFF2	TM4SF1	TM9SF3	TPT1	ZDHHC9
BUSSLINGER_GASTRIC_MATURE_PIT_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_MATURE_PIT_CELLS	ABCC3	ABCC5	ABHD2	ABLIM1	ACTB	ACTN4	AHNAK	AKR1B10	AKR1C1	AKR1C2	AKR1C3	ALDH2	ALDH3A1	ALDOC	ANG	ANXA10	ARHGEF2	ARL14	ARPC1A	ARPC2	ATP2A3	BASP1	BCAS1	C15orf48	CA2	CAPN5	CAPN8	CAPN9	CBR1	CCND1	CD151	CD164	CD59	CD63	CEACAM5	CES2	CFL1	CLDN18	CLTB	COL17A1	CREB3L1	CRIP1	CSTA	CTNNA1	CTNNBL1	CTSE	CYP2C18	CYP2S1	CYP3A5	CYSTM1	DDX60	DHRS7	DNM2	DSC2	DSG2	DUOX2	DYNLL1	EEIG1	EFHD2	EFNB2	EHBP1L1	ELF3	EPN1	EPS8L1	EPS8L3	ESRP1	ETNK1	EZR	FA2H	FAM177B	FCGBP	FCGRT	FHL2	FLNB	FOXA2	FOXA3	FOXQ1	FXYD3	GALE	GKN1	GKN2	GPX2	GSN	GSTP1	H1-0	HACD3	HES1	HIGD1A	HPGD	HSPB1	IBTK	ID1	IFI27	IFI6	IGFBP4	IL1R2	IL1RN	ITPR3	JPT1	JUP	KCNK1	KLF2	KLF3	KLF4	KRT19	KRT20	KRT8	LAMB3	LGALS3	LGALS4	LGALS9C	LINC01133	LINC01559	LMNA	LMO7	LRP10	MAL	MAL2	MAPK3	MARCKS	MGLL	MGST3	MIDN	MLPH	MT1G	MT2A	MUC1	MUCL3	MX2	MXD1	MYH14	MYL12A	MYL12B	MYL6	NAPEPLD	NEAT1	NET1	NQO1	OAS1	OCLN	PAQR8	PCSK7	PGRMC2	PHGR1	PKIB	PLA2G10	PLAAT2	PLAC8	PLXNB2	PNPLA2	POLD4	PPIF	PRKCD	PRR15	PSAPL1	PSCA	PTTG1IP	RAB27A	RAC1	RASEF	RBM47	RDH13	REP15	RHOC	RIOK3	RIPK4	RNASE1	RNF128	S100A11	S100A14	S100A6	S100P	SCNN1A	SECTM1	SGSM3	SH3BGRL3	SLC44A2	SLC5A5	SLC7A8	SLC9A1	SLPI	SMIM14	SMIM22	SNX9	SOSTDC1	SPATS2L	SPINK1	SPINT1	SPINT2	SPIRE2	SPTSSB	STK24	SULT1C2	SYNJ2	SYTL2	TACSTD2	TAGLN2	TCEAL9	TCF7L2	TENT5A	TESC	TFF1	TFF2	TMEM54	TMSB4X	TNFRSF21	TPM4	TSKU	TSPAN1	TSPAN3	TSPAN8	TST	TUBA1C	UNC5B	UNC5B-AS1	VAMP8	VASP	VEGFA	VILL	VSIG1	VSIG2	YWHAH	YWHAZ	ZBTB7C
BUSSLINGER_GASTRIC_METALLOTHIONEIN_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_METALLOTHIONEIN_CELLS	AADAC	ABCC3	ACTB	ADH1C	ADIPOR2	AGR2	AKR1B10	AKR1C3	ALB	ALDH1A1	ALDH3A1	ANXA10	ATP5MJ	ATP5PO	CA2	CA9	CAPN9	CARNS1	CLDN18	CLIC1	COX4I1	COX5B	CSTB	CTSD	CTSE	CYSTM1	ETHE1	FABP5	FXYD3	GALE	GRN	GSN	GSTP1	HNRNPAB	HNRNPC	HPGD	ID1	IFI27	IGFBP2	IQGAP2	KRT19	KRT8	LAD1	LGALS3	LMO4	MAL2	MARCKS	MGST3	MSMB	MT1E	MT1G	MT1H	MT1X	MT2A	MUC1	NDRG1	NQO1	P4HB	PABPC4	PLLP	PLXNB2	PPDPF	PRDX1	PSCA	QSOX1	RAB27B	RNASE1	RPL27A	RPL28	RPL29	RPL36A	RPL8	RPLP0	RPLP2	RPS10	RPS21	RPS28	RPS3	S100P	SELENBP1	SH3BGRL2	SLC44A2	SLC9A1	SMIM24	SNHG29	SOSTDC1	SPINK1	STARD10	SULT1C2	TAGLN2	TFF2	TM9SF3	TMEM238L	TMPRSS2	TMT1A	TRNP1	TSPAN8	TSPO	VSIG1	VSIG2
BUSSLINGER_GASTRIC_NECK_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_NECK_CELLS	A4GNT	AQP5	C16orf89	C6orf58	CD24	CLU	COL11A2	CREB3L1	CST3	DYNC2H1	EGR1	ERGIC1	ERN2	ETV5	FMOD	FUT9	GOLM1	GP2	HDLBP	KCNN4	LYZ	MMP1	MSMB	MUC6	NOP53	NR4A1	PDIA2	PGC	PIGR	PIK3C2G	PPP1R1B	RGMB	RRBP1	SLC12A2	SLC4A4	TFF2
BUSSLINGER_GASTRIC_OXYNTIC_ENTEROCHROMAFFIN_LIKE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_OXYNTIC_ENTEROCHROMAFFIN_LIKE_CELLS	ABCC8	ACSL1	ALDH1A1	ANK2	APLP1	ARFGEF3	ARRDC4	AZGP1	BEX1	BEX3	CALM1	CAMK2B	CAVIN3	CCKBR	CDHR3	CGA	CHGA	CHGB	CLPS	CMIP	CPE	CPLX2	DEPP1	DNASE1	DNER	DPP6	ECE1	EPCAM	ERO1B	ERP27	FGF14	FKBP2	GC	GCNT2	GFRA3	GPR160	GPX3	HDC	HEPACAM2	IFI6	ITGBL1	KCTD12	KIF1A	KLK11	LEFTY1	LINC00261	MAOB	MS4A8	NICOL1	OR51E1	PAM	PAPPA2	PCLO	PCSK1	PCSK1N	PDZRN3	PROX1	PRSS1	PTF1A	PTPRN	QDPR	RAB3B	RBPJL	REV3L	RIMS2	RUNX1T1	SCG2	SCG3	SCG5	SEC11C	SEC62	SERPINA1	SERPINB6	SEZ6L2	SLC18A2	SMOC1	SMOC2	SOX4	SSR4	TEAD1	UCP2	VAMP2	VGF	WFDC2	YWHAQ
BUSSLINGER_GASTRIC_PARIETAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_PARIETAL_CELLS	ACADM	ACADVL	ACAT1	AHCYL2	AIFM1	AK3	AKR7A3	AKR7L	ALAD	ALDH1A1	ALDOB	APLP1	AQP4	ARRDC4	ATP1B1	ATP4A	ATP4B	ATP5F1A	ATP5F1B	ATP5F1C	ATP5F1D	ATP5MC1	ATP5MC3	ATP5ME	ATP5MF	ATP5MG	ATP5MJ	ATP5MK	ATP5PB	ATP5PD	ATP5PF	ATP5PO	ATP6V1H	AUH	BCKDHB	BOLA3	C1orf116	CALM1	CBLIF	CCKBR	CD59	CHCHD10	CHCHD2	CHIA	CHP1	CHPT1	CKB	CKMT2	CLIC6	CMTM4	CNTD1	COA3	COX17	COX4I1	COX5A	COX5B	COX6A1	COX6B1	COX6C	COX7A2	COX7A2L	COX7B	COX7C	COX8A	CPA2	CPEB4	CS	CYC1	CYCS	CYFIP2	CYSTM1	DBT	DCXR	DECR1	DHRS7	DLD	DNER	DRD5	DUSP19	DUSP4	ECHS1	ECI2	EIF5A2	ESRRG	ETFRF1	ETNPPL	EZR	FAM107B	FAM162A	FGA	FGB	FGD4	FGG	FH	FILIP1L	FNDC5	FTH1	FTL	G0S2	GABARAPL1	GAPDH	GBGT1	GHITM	GLOD4	GLUL	GMPR	GOT1	GOT2	GPC3	GPR155	GPRC5C	GPT2	GRIA4	GSTA1	GUCA2B	HADHB	HIGD1A	HOPX	HPCAL1	HSPA9	IDH2	IGFBP2	IGFBP5	INSIG1	ISCU	ITIH5	KCNE2	KCNJ16	KCNQ1	KIAA1191	LDHB	LIFR	LINC00671	LRIG1	MDH1	MDH2	ME3	MFSD4A	MGAT4B	MICALL1	MICOS10	MPC1	MPC2	MPP7	MRPL34	MRPL41	MTURN	MYO19	NCKAP1	NDUFA1	NDUFA10	NDUFA4	NDUFA5	NDUFA6	NDUFA7	NDUFA8	NDUFA9	NDUFAB1	NDUFB10	NDUFB2	NDUFB3	NDUFB4	NDUFB5	NDUFB7	NDUFB8	NDUFB9	NDUFC1	NDUFS1	NDUFS2	NDUFS3	NDUFS4	NDUFS8	NDUFV1	NDUFV2	NECAB3	NFE2L2	NHERF1	NNT	ODAM	OXCT1	PAFAH2	PBXIP1	PDGFD	PDHA1	PDHB	PDHX	PHLDA1	PINK1	PKM	PLEKHB2	PPIF	PPP2R3A	PPP2R5A	PRDM16-DT	PRDX2	PRDX3	PRDX5	PRKACB	PRKAR1A	PSAP	PSCA	PTGER3	PXMP2	RAB11FIP2	RAB4A	RAP1GAP	RAP1GAP2	RBPMS2	REXO2	SDHB	SDHC	SERF2	SGK1	SIGLEC11	SIK2	SLC16A7	SLC25A3	SLC25A4	SLC25A5	SLC2A12	SLC4A2	SLC9A3-OT1	SMIM11	SOD1	STX12	SUCLG1	SUCLG2	SULT2A1	SYNJ2BP	TBCA	TCN1	TM7SF2	TMBIM6	TMEM141	TMEM171	TMEM70	TPD52L1	TPM2	TRIM50	TXNDC17	UBL3	UQCR10	UQCR11	UQCRB	UQCRC1	UQCRC2	UQCRFS1	UQCRQ	VDAC1	VDAC2	VEGFB	WBP2	WIPF3	YBX1
BUSSLINGER_GASTRIC_PPP1R1B_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_PPP1R1B_POSITIVE_CELLS	ABCC3	ADD3	ADH1C	ADIRF	ALDH3A1	ATF3	CALM2	CLU	CTSE	CXCL17	DGKD	EEF1A1	EEF1B2	EEF1G	EEF2	EGR1	ELF3	EPCAM	EPS8L3	FOS	FOSB	GATM	GOLM1	GPX2	GSTP1	HNRNPA1	HSP90AB1	IER3	IMPA2	IMPDH2	JUN	KCNE3	LGALS3	LYZ	MARCKSL1	MLPH	NPM1	PABPC1	PIGR	PPIA	PPP1R1B	PTMA	PTPRF	RACK1	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL15	RPL17	RPL18	RPL18A	RPL19	RPL22	RPL23	RPL23A	RPL26	RPL27	RPL27A	RPL28	RPL29	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL36	RPL37	RPL37A	RPL39	RPL4	RPL41	RPL5	RPL7	RPL7A	RPL8	RPL9	RPLP0	RPLP2	RPS10	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS16	RPS18	RPS19	RPS2	RPS20	RPS21	RPS23	RPS24	RPS27	RPS27A	RPS28	RPS29	RPS3	RPS3A	RPS4X	RPS5	RPS6	RPS8	RPS9	SAT1	SDC4	SERBP1	SNHG29	SOCS3	SOX9	SPINT2	SULT1C2	TACSTD2	TM9SF3	TMPRSS2	TSPAN8	TUBA1B
BUSSLINGER_GASTRIC_PREZYMOGENIC_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_PREZYMOGENIC_CELLS	ADAM28	AKAP9	ANKRD50	APP	ARHGAP18	ARSD	ASPH	ATF4	CA9	CDKN1C	CXADR	EGR1	ENAH	EPHB3	ERN2	FAM3D	FMOD	FOS	FOSB	FOXP1	FUT9	GADD45B	GOLGB1	HDLBP	HMGCS2	IER2	IL33	JUN	LINC00261	LIPF	LTF	MAGI1	MECOM	MUC6	NBEAL1	NFIB	NFKBIZ	NR2F2	PABPC4	PALM3	PDIA2	PGC	PIGR	PIK3C2G	PLCB4	PTPRZ1	RGMB	RHOBTB1	SEC62	SLC12A2	SLC4A4	SOX4	SPDEF	SRRM2	TCEA3	THSD4	TMT1A	TTC3	XYLT2	ZNF395
BUSSLINGER_GASTRIC_REG3A_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_REG3A_POSITIVE_CELLS	ALDH2	ANXA10	B2M	BIRC3	CD24	CD74	CXCL10	CXCL11	CXCL2	CXCL3	CXCL9	DUOX2	FAM3D	HLA-A	HLA-B	HLA-DMA	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HSPA8	ID1	IFI27	IFI30	IFITM3	KCNE3	LCN2	LTF	PIGR	PSME2	REG1A	REG3A	RGS5	SAT1	SOD2	STAT1	SULT1C2	TMSB10	TYROBP	UBD	VNN2	WARS1
BUSSLINGER_GASTRIC_TUFT_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_TUFT_CELLS	AOC1	ATP2A3	AVIL	AZGP1	DDAH2	IRAG2	PTPN18	RASSF6	SH2D6	SOX4	SPINK5	TRPM5
BUSSLINGER_GASTRIC_X_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUSSLINGER_GASTRIC_X_CELLS	A1CF	ABCC8	ACSL1	ADARB1	AKAP9	ALDH1A1	ANXA7	AP1AR	APBB1	APOA1	APPL2	ARFGAP3	ARFGEF3	ARRDC4	ARX	ASAH1	ASS1	ATF3	ATN1	BACE1	BAIAP3	BAZ2B	BEX1	BEX3	BHMT	BTG2	C12orf75	CACNA1A	CALD1	CALM1	CALY	CAMK2B	CBX6	CCNI	CEP126	CFC1	CHD7	CHGB	CIRBP	CITED4	CLU	CMTM8	CNGA3	CPE	CPLX2	CRY2	CXXC4	DDX24	DDX5	DEPP1	DSP	DST	DUSP1	EGR1	EIF4G2	ENPP1	FAM210B	FAR2P1	FAR2P2	FBXL16	FGF14	FLNB	FOS	GC	GCC2	GHRL	GK5	GNAI2	GNAO1	GPR160	GPX3	GRIA2	GUSBP14	H3-3B	HEPACAM2	HLA-C	HOOK3	HPN	IDS	IER2	IGDCC3	IGFBP5	IL20RA	INA	IRF2BP2	IRX2	ISYNA1	JUN	JUNB	JUND	KAT6B	KCNH2	KCNJ3	KCNMA1	KCTD12	KIF13B	KIF1A	KIF5C	LINC00261	LPP	LRATD1	LRRFIP1	LY6H	MAFB	MAOB	MAP1B	MAP2	MDK	MLXIPL	MMRN1	MS4A8	MSLN	MT1F	NAV1	NEURL1	NEUROD1	NIPSNAP1	NISCH	NKX2-2	NNMT	NR2F2	NSG2	OLFML3	PAPSS2	PBX1	PBX3	PBXIP1	PCBP4	PCLO	PCSK1	PCSK1N	PDE2A	PDE8B	PFN2	PHIP	PKM	PNRC1	PPP1R1A	PRKAR1A	PROX1	PSAP	PTOV1	PTPRN	QDPR	RAB26	RAPGEF4	RASA4	RBP1	REV3L	RFX6	RHOBTB3	RIMBP2	RIMS2	RTN4	S100A1	SCG3	SCGN	SERPINA1	SERPINB6	SEZ6L2	SLC22A17	SMARCA2	SNAP25	SORBS2	SOX6	SPATS2L	SPRN	SRRM4	SSR4	ST18	STMN2	SYT4	SYT7	TEAD1	TM4SF4	TMEM176A	TMEM176B	TNRC6A	TP53I13	TTR	TUBA1A	UCP2	USH1C	VAMP2	VPS13C	VSTM2L	VTN	VWA5B2	WNK3	WSB1	ZKSCAN1
CUI_DEVELOPING_HEART_5TH_WEEK_ATRIAL_CARDIOMYOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_5TH_WEEK_ATRIAL_CARDIOMYOCYTE	ATP1A3	C7	CD24	CDIN1	CMTM7	COL3A1	COX7A1	CRNDE	CXCL12	CYB5A	DBI	DGCR6	EIF2S3	EMCN	ESAM	FABP5	FRMD3	GJA1	H4C3	HAND1	HAPLN1	HEY2	HIGD1A	HNRNPL	IRX3	ISOC1	LAMA4	LBH	LGALS1	MASP1	MYH7	MYL2	NFIA	OLFML3	PDGFD	RAMP2	RGS3	S100A4	SCUBE3	SLIT2	TM4SF1	TMSB4X	TRDN-AS1	VCAN
CUI_DEVELOPING_HEART_5TH_WEEK_VENTRICULAR_CARDIOMYOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_5TH_WEEK_VENTRICULAR_CARDIOMYOCYTE	ABRA	ACTA1	ADM	AIF1L	ATP2A2	B3GNT2	BAIAP2L1	BVES	CALB2	CIMAP3	CLIC5	CNN1	COL2A1	CPE	CPNE5	CREB3L2	DES	DESI1	DKK3	DUSP14	DUSP2	DUSP5	EGR2	EHD4	ELAPOR2	EPM2AIP1	FAM78A	FEZ1	FOS	GATM	GJA5	GPX3	H2BC21	HAND2	HEY1	HSDL1	IGFBPL1	INTS6L	ITM2A	KLK6	LINC00842	LINC00938	LINC01844	MARCHF3	MCEMP1	MYBPHL	MYH6	NPPB	NR2F1	NR2F1-AS1	NR2F2-AS1	NTF4	PAM	PDE8B	PDLIM3	PDLIM4	PGAM2	PJA1	PPP2R2B	PREP	RAB9B	RABGAP1L	RELN	RHOD	SH3KBP1	SHISA5	SLC30A3	SMCO4	SORD	STAR	SVIP	SYNPO2L	TECRL	TESC	TMEM185A	TUBB6	ULK4	VSNL1	VWDE	WNK1	ZFP36	ZNF385B
CUI_DEVELOPING_HEART_C1_5TH_WEEK_CARDIAC_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C1_5TH_WEEK_CARDIAC_CELLS	ABRA	AMHR2	ANXA3	ASB2	BEX2	BZW2	CALB2	CDH3	CES1	CKB	CLDN6	CNN1	COA1	CRABP2	CSRP1	CSRP2	CTSV	CXADR	CXCL14	DDIT3	DMKN	EIF3M	EMP2	EZR	FDFT1	FDPS	FXYD7	GMNN	H2BC21	HACD1	HEY1	HSPA5	IDH2	IGFBPL1	ISYNA1	ITGB1BP2	KLK5	KLK6	KPNA2	KRT18	KRT19	KRT8	LIX1	LRRC49	MACROH2A2	MAP1LC3A	MDH1	MGARP	MGST1	MLLT11	MSMO1	MYRF	NAXE	NCCRP1	NEURL2	NHERF1	NME4	NPPB	PARD6B	PDHA1	PDPN	PGAM4	PRDX2	RASD1	RCAN1	REC8	RHPN2	RSRP1	SCG5	SLC2A1	SNHG17	SPINT2	SQLE	TM7SF2	TMEM141	TMEM98	TNFRSF12A	TNNT1	TPM2	TRH	TXNDC17	UCHL1	VSNL1
CUI_DEVELOPING_HEART_C2_CARDIOMYOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C2_CARDIOMYOCYTE	ACTC1	ACTN2	ADPRHL1	ALDOC	ANKRD1	APOBEC2	ATP5MC1	BANCR	BNIP3	CFL2	CHCHD10	CISD1	CKM	CKMT2	COX5A	COX6A2	COX7A1	CRIP2	CRYAB	CSRP3	DES	EIF1B	ENO3	FABP3	FGF12	FHL2	FITM1	GOT1	HACD1	HSPB2	HSPB3	HSPB7	IDH2	LDB3	LINC00881	LRRC10	MAP3K20	MB	MDH1	MLF1	MTUS2	MYBPC3	MYH6	MYH7	MYL3	MYL4	MYL7	MYL9	MYLK3	MYOM1	MYOZ2	MYZAP	NDUFS6	NEBL	NEXN	NKX2-5	NMRK2	NPPA	PDE4DIP	PDLIM5	PFKP	PGAM2	PLN	POPDC2	POPDC3	PPP1R12B	PPP1R14C	PPP1R1A	PPP1R3C	PTP4A3	RBM24	RRAD	SH3BGR	SH3RF2	SLC25A4	SLC8A1	SMPX	SMYD1	SNTA1	SORBS2	SYNPO2L	TCAP	TECRL	TNNC1	TNNI1	TNNI3	TNNT2	TRDN	TRIM55	TTN	UNC45B
CUI_DEVELOPING_HEART_C3_FIBROBLAST_LIKE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C3_FIBROBLAST_LIKE_CELL	ABCA8	ADAMTS2	ADAMTSL3	AKAP12	ANGPTL2	ASPN	BICC1	C1QTNF2	C1R	C7	CCDC102B	CCN2	COL12A1	COL14A1	COL15A1	COL16A1	COL1A1	COL1A2	COL21A1	COL5A1	COL5A2	COL6A1	COL6A2	COL6A3	COL6A6	CPQ	CXCL12	CYBRD1	DCN	DLK1	DPT	EBF2	EFEMP2	ELN	EPB41L2	FBLN1	FBLN2	FBLN5	FBN1	FILIP1L	FKBP7	FLRT2	FNDC1	FRZB	FSTL1	GLT8D2	GPC3	GPC6	HTRA3	IGFBP7	IL32	ISLR	ITM2A	KCTD12	LAMA4	LAMB1	LAMC1	LGALS1	LOX	LRP1	LRRC17	LSP1P4	LSP1P5	LTBP4	LUM	MATN2	MEG3	MEST	MFAP2	MFAP4	MGP	MMP2	MOXD1	MRC2	MXRA8	NFIA	NID1	NRK	NUPR1	OGN	OLFML1	OLFML3	P3H1	PCDH18	PCOLCE	PDGFRA	PEG3	PLAC9	PLAGL1	PRDX4	PTN	RCN1	RCN3	RRBP1	S1PR2	SCN7A	SDC2	SELENOM	SEPTIN11	SERPINE2	SERPINF1	SERPING1	SERPINH1	SGCE	SMOC2	SNAI2	SPARC	SPON1	SPON2	SPRY1	SRPX	TCF21	TGFBI	THBS2	THY1	TIMP1	TIMP2
CUI_DEVELOPING_HEART_C4_ENDOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C4_ENDOTHELIAL_CELL	ACKR3	ADAMTS9	ADGRF5	ADGRG6	AFAP1L1	ALDH2	ANGPTL4	ARHGAP29	BMPER	BMX	C1orf54	CALCRL	CAV2	CAVIN2	CD34	CD9	CD93	CDH11	CDH5	CGNL1	CHSY1	CLEC14A	CLEC3B	CLIC1	COL18A1	COLEC11	CTHRC1	CYYR1	DUSP6	EBF1	ECE1	ECSCR	EDNRB	EFNA1	EFNB2	EGFL7	EHD2	ELK3	EMCN	ENG	ENTPD1	EPHB4	ESAM	ETS1	F11R	F2R	F8	FCGRT	FKBP1A	FLT1	FOXC1	FXYD5	FXYD6	FZD6	GJA4	GMDS	GNG11	HES1	HLA-E	HMCN1	HYAL2	ID1	IFITM2	IGFBP4	IL33	INPP1	ITGA5	ITGA8	ITPR1	KDR	KLHL4	LDB2	LEPR	LEPROT	LRIG3	LY6E	MCAM	MGST2	MMRN1	MMRN2	MSN	MYCT1	NECTIN2	NICOL1	NOS3	NOSTRIN	NOTCH1	NPDC1	NPR1	NPR3	NRP1	NRP2	NT5E	PALMD	PCAT19	PCDH7	PECAM1	PLK2	PLPP3	PLTP	PLVAP	PLXND1	PODXL	PON2	POSTN	PPP1R14A	PRCP	PROCR	PTPRB	QSOX1	RALB	RAMP2	RAPGEF5	RASIP1	RDX	RHOC	ROBO4	S100A16	SCARB2	SCARF1	SLC27A3	SLCO2A1	SMAGP	SNCG	SNRK	SOX7	SPINT2	ST6GAL1	ST6GALNAC3	STOM	TEK	TFPI	TGM2	THSD7A	TIE1	TM4SF1	TMEM100	TMEM204	TMEM88	TNFRSF1A	TSPAN14	TSPAN18	TSPAN7	VAMP5	VWF	WWTR1
CUI_DEVELOPING_HEART_C5_VALVAR_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C5_VALVAR_CELL	ACTN1	ADAMTS1	ADAMTS19	ADIRF	AEBP1	AHR	APCDD1	APOE	ARF4	ARID5A	ARL6IP1	ASPN	ATF3	B4GALT1	BAG3	BEX1	BGN	BTG2	C11orf96	C1QTNF1	CADPS	CCDC80	CCNL1	CD200	CD55	CD9	CDKN1A	CDO1	CHMP1B	CHPF	CLDN11	CLIC3	CLU	CMTM6	CRYM	CSRNP1	CTNNAL1	CTSK	CXCL1	CXCL2	CYP1B1	DKK2	DNAJA1	DNAJB1	DNAJB4	DPYSL3	DSEL	DYNLT3	ECRG4	EDIL3	EGR1	EGR2	EGR3	EIF4A3	EIF5	ELN	ENAH	ENSG00000286190	ERBB3	ERRFI1	FAM114A1	FAT4	FHL1	FIBIN	FILIP1L	FMOD	FOS	GADD45B	GEM	GLT8D2	GNG2	GOLIM4	GOLM1	HAPLN1	HES1	HEY2	HS3ST1	HSPA1A	HSPA1B	HSPA2	HSPA6	HSPA7	HSPH1	ID1	ID2	ID3	ID4	IER2	IER3	IFI27	IFI6	IFRD1	IGF1	IGFBP5	IL33	IRF1	ITM2A	JUNB	KLHL15	LGALS1	LIMA1	LIMCH1	LMCD1	LMNA	LSAMP	LTBP2	LTBP3	LTBP4	LTC4S	MAFF	MATN2	MFAP4	MGP	MMP19	MT2A	MXRA5	MYH10	NEDD9	NFATC1	NFE2L2	NFIX	NR4A1	NR4A2	NRCAM	NSG1	NTRK2	NXF1	OAT	PAMR1	PAPSS1	PDLIM3	PENK	PLPP3	PLXDC1	PPP1R10	PPP1R15A	PRELP	PRRX1	PTGS2	PTHLH	PTPRZ1	PXDN	RARG	RASL11B	RGS3	RGS4	RGS5	RHOU	RNASE4	RNU6-2	ROBO1	S100A10	S100A6	S100B	SALL3	SCRG1	SELENOM	SERPINB1	SERPINF1	SERPINI1	SERTAD1	SFRP4	SLC22A3	SLFN11	SLN	SNAI1	SNHG12	SNHG5	SOCS3	SOX4	SOX9	SPOCK3	SRPX	SRSF7	SYNPO2	TAGLN	TCEAL7	TCF12	TGFB3	THBS1	TIMP3	TMEM132C	TNFAIP6	TNFRSF19	TOB1	TPBG	TRPS1	TSC22D1	TSPYL2	TUBA1A	TUBB2A	TUBB2B	TUBB3	TWIST1	UAP1	UCHL1	UGDH	VCAN	VTRNA2-1	XBP1	ZBTB20	ZC3H12A	ZC3HAV1	ZFAND2A	ZFAS1
CUI_DEVELOPING_HEART_C6_EPICARDIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C6_EPICARDIAL_CELL	ADGRD1	ADIRF	ALDH1A2	ALOX15	ANXA3	ANXA4	ANXA8L1	AOX1	AQP1	ARID5B	ASS1	BCHE	BCO2	BICC1	BICDL1	BNC1	C1R	C1S	C3	CA9	CALB2	CARD16	CARHSP1	CARNS1	CCDC80	CD200	CDH3	CDON	CFB	CFH	CFI	CGN	CHAC1	CLDN1	CLDN15	CLIC3	CLIP4	COBLL1	COLEC12	CPA4	CPE	CRIM1	CRIP1	CRLS1	CXADR	CYBRD1	CYSTM1	DAPK1	DDR1	ECRG4	EFEMP1	EPHB6	EZR	FKBP11	FKBP2	FLRT2	FLRT3	GFPT2	GJA1	GPM6A	GSTM3	HAS1	HCFC1R1	HLA-C	HP	HSBP1L1	HSD17B6	HTRA1	ID4	IL18	IL1R1	IL6ST	INMT	IQCA1	ITGA3	ITGB8	ITLN1	KDR	KLF6	KLK11	KLK5	KRT18	KRT19	KRT7	KRT8	LGALS2	LGALS3BP	LINC00842	LINC01133	LRP2	LRRN4	LY6E	MAL2	MEDAG	MEST	MGST1	MSLN	MST1	MT1E	MUC16	MYRF	NFKBIZ	NHERF1	NMU	NNMT	NPNT	NSG1	NUPR1	OAT	PAPSS2	PCLO	PCOLCE2	PDGFC	PDGFRL	PDIA2	PDPN	PDZK1IP1	PHGDH	PHYHIP	PKHD1L1	PLA2G2A	PLAAT3	PLAAT4	PLEKHA4	PLEKHH2	PLLP	PLOD2	PPL	PRG4	PRKCI	PROCR	PROS1	PRR15	PRR15L	PRSS23	PTGIS	PTGS1	PTK2B	PTPRF	PTPRQ	RARRES1	RARRES2	RASSF7	REC8	REEP1	RERG	RNASE4	RSRP1	S100A10	S100A6	SAT1	SBSPON	SCG5	SELENBP1	SEMA3B	SEMA3C	SERPING1	SEZ6L2	SGK1	SILC1	SLC16A1	SLC39A8	SLC4A4	SLIT3	SLPI	SMOC2	SMPD3	SMTNL2	SPOCK2	ST3GAL5	STEAP1	SULF1	SULF2	SYT4	TCEAL2	TGM1	TIMP1	TM4SF1	TMEM176A	TMEM176B	TMEM37	TMEM98	TNFRSF1A	TNNT1	TOGARAM2	TOR1AIP2	TSPAN3	UPK1B	UPK3B	VGLL3	VSIR	VTN	WT1	WWC1	ZFP36L1
CUI_DEVELOPING_HEART_C7_MAST_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C7_MAST_CELL	ABRACL	ACSL4	ADAM8	ADRB2	ALDH1A1	ALOX5	ALOX5AP	ANXA1	ARHGAP15	ARHGAP18	ARHGDIB	ARHGEF6	ATP2A3	ATP6V0A2	BACE2	BATF	BIN2	BRD2	BST2	BTG2	BTK	C1orf162	CALB2	CAP1	CAPG	CAVIN2	CCNL1	CD37	CD44	CD53	CD69	CD83	CD84	CKS2	CLEC4OP	CLIC1	CNRIP1	CPA3	CREM	CSF2RB	CTNNBL1	CTSD	CTSG	DNAJA1	DNAJB1	DNAJB9	DOCK10	DUSP10	EIF5	ELF1	ELOVL5	EMP3	ENPP3	ENSG00000233968	FCER1G	FOSB	FXYD5	GAPT	GATA2	GLUL	GMFG	GNA13	GPR65	GRAP2	HCLS1	HDC	HK2	HPGD	HPGDS	HS3ST1	HSPA1A	HSPH1	IDI1	IDS	IER2	IFITM2	IL1RL1	ITGAM	KIT	LAIR1	LAPTM5	LAT	LAT2	LCP1	LIF	LINC01140	LPCAT2	LPXN	LTC4S	LYST	MBOAT7	MIR23AHG	MLPH	MPP1	MS4A2	NABP1	NCF4	NDST2	NFKBIA	NFKBIZ	P2RX1	PAG1	PEPD	PIK3R6	PLEK	PLIN2	PNP	PPP1R15A	PRG2	PRR13	PTGS1	PTPN7	RAC2	RGS1	RGS13	RGS2	RHEX	RHOG	RHOH	RNF130	S100A4	S100A6	SAMSN1	SDCBP	SERP1	SERTAD1	SH3BGRL3	SIGLEC17P	SLC18A2	SLC2A3	SLC45A3	SNX5	SQSTM1	SRGN	STING1	STX3	STXBP2	STXBP5	SYAP1	TENT5A	TESPA1	TMEM176B	TNFAIP3	TNFSF10	TPSAB1	TPSB2	TPST2	TSC22D3	TSPYL2	TYROBP	UNC13D	VAMP8	VMP1	VWA5A	XBP1	ZFP36
CUI_DEVELOPING_HEART_C8_MACROPHAGE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C8_MACROPHAGE	A2M	ACTR2	ADA2	ADAP2	ADCY7	AIF1	ALOX5	ALOX5AP	AOAH	APBB1IP	ARHGAP18	ARHGAP30	ARHGAP4	ARHGDIB	ARPC1B	ARPC3	ARPC4	ARRB2	ATP6V0B	ATP6V1B2	B3GNT5	BASP1	BAZ1A	BST2	BTG2	C1QA	C1QB	C1QC	C1orf162	C3AR1	C5AR1	CALHM6	CAP1	CARD16	CASP1	CCL3	CD14	CD163	CD300A	CD36	CD37	CD4	CD53	CD68	CD74	CD83	CD86	CDKN1A	CEBPB	CEBPD	CLEC7A	CNPY3	CORO1A	COTL1	CPVL	CREG1	CSF1R	CSF3R	CST3	CSTA	CTSB	CTSC	CTSD	CTSS	CX3CR1	CXCL16	CXCL8	CXCR4	CYBA	CYBB	CYRIB	CYTH4	DAZAP2	DOCK2	DOCK8	DOK2	DUSP1	DUSP2	EFHD2	ELF1	EVI2A	EVI2B	F13A1	FCER1G	FCGR1A	FCGR2A	FCGR3A	FCGRT	FES	FGL2	FMNL1	FOLR2	FOSB	FPR1	FYB1	GADD45B	GLIPR1	GLRX	GLUL	GMFG	GNA13	GNAI2	GPR183	GPR34	GPSM3	GPX1	GRB2	GRK2	GRN	HBEGF	HCK	HCLS1	HCST	HERPUD1	HLA-A	HLA-B	HLA-C	HLA-DMA	HLA-DMB	HLA-DPA1	HLA-DPB1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-E	HLA-H	HPGDS	HSPA1A	IER3	IER5	IFI30	IGSF6	IKZF1	IL10RA	IL13RA1	IL16	IL6R	INPP5D	IQGAP1	IQGAP2	IRF8	ITGAM	ITGAX	ITGB2	JAML	JUNB	JUND	KLF6	LAIR1	LAPTM5	LAT2	LCP1	LCP2	LGMN	LILRB2	LITAF	LPAR6	LSP1	LST1	LY86	LY96	LYN	LYZ	MAF	MAFB	MAN2B1	MAP3K8	MARCHF1	MCL1	MEF2C	METRNL	MFSD1	MGAT1	MKNK2	MNDA	MPEG1	MRC1	MS4A4A	MS4A6A	MS4A7	MSR1	MYO1F	NAIP	NAMPT	NCF2	NCF4	NEAT1	NFKBIA	NINJ1	NLRP3	NPC2	NR4A2	OSTF1	OTUD1	PABPC1	PARVG	PIK3AP1	PILRA	PLAC8	PLAUR	PLCB2	PLD4	PLEK	PMAIP1	PNRC1	POU2F2	PPP1R18	PRAM1	PREX1	PRKCD	PRR13	PSAP	PTAFR	PTGER4	PTPN6	PTPRC	PTPRE	PYCARD	RAB31	RAC2	RB1	RBM47	REL	RETN	RGS1	RGS10	RGS2	RHOB	RHOG	RILPL2	RIN3	RNASE6	RNASET2	RNF130	RUNX1	S100A4	S100A8	S100A9	SAMSN1	SERPINB1	SGK1	SH2B3	SH3BGRL3	SH3KBP1	SIRPA	SKAP2	SLA	SLC2A3	SLCO2B1	SMAP2	SOD2	SPI1	SRGN	STAB1	STK17B	STXBP2	SYK	TBXAS1	TCIRG1	THEMIS2	TKT	TLR2	TNFRSF1B	TPM3	TPP1	TYROBP	UCP2	VAMP8	VSIG4	VSIR	WAS	WIPF1	ZFP36	ZFP36L1	ZFP36L2
CUI_DEVELOPING_HEART_C9_B_T_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_C9_B_T_CELL	ACAP1	ADGRE5	ARHGAP15	ARHGAP45	ARHGAP9	ARHGDIB	ARHGEF1	ARL4C	ARPC1B	BIN2	BTG1	CCL5	CCND3	CD247	CD37	CD3D	CD3E	CD3G	CD44	CD48	CD52	CD53	CD69	CD7	CD96	CDC42SE2	CLEC2B	CLEC2D	CLK1	CNOT6L	CORO1A	COTL1	CST7	CTSW	CXCR4	CYRIB	CYTIP	DEDD2	DENND2D	DNAJB1	DUSP2	ELF1	ETS1	EVL	FAM107B	FCER1G	FCMR	FXYD5	FYB1	GIMAP4	GIMAP7	GMFG	GNG2	GPR183	GPR65	GPSM3	GZMA	HCLS1	HCST	HLA-A	HLA-B	HLA-C	HLA-E	HLA-F	HLA-H	IFITM1	IFITM2	IL16	IL2RB	IL2RG	IL32	IL7R	IRF1	ISG15	ISG20	ITGAL	ITGB2	ITK	JAK1	JUNB	KLRB1	KLRD1	LAPTM5	LAT	LCK	LCP1	LEF1	LEPROTL1	LIMD2	LINC00861	LITAF	LPXN	LSP1	LTB	NFKBIA	NHERF1	NKG7	OSTF1	PABPC1	PDCD4	PIK3IP1	PIM2	PIP4K2A	PLAAT4	PLAC8	PRF1	PRKCH	PSMB9	PTGER4	PTPN22	PTPRC	PTPRCAP	PVRIG	RAC2	RGCC	RGS1	RHOH	RIPOR2	RNF166	RNF213	RUNX3	SAMD3	SAMSN1	SARAF	SASH3	SATB1	SELL	SEPTIN1	SEPTIN6	SH2D1A	SH3KBP1	SKAP1	SLC2A3	SPOCK2	SRGN	STK17B	STK4	TAGAP	TAPBP	TBC1D10C	TCF7	TMC8	TMIGD2	TNFAIP3	TSC22D3	TUBA4A	TXK	TXNIP	UCP2	WIPF1	YPEL5	ZAP70	ZFP36	ZFP36L2	ZNF331
CUI_DEVELOPING_HEART_CARDIAC_FIBROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_CARDIAC_FIBROBLASTS	ACTC1	ACTN2	AKR1B1	ALDH1A2	ALDOA	ALDOC	ANKRD1	ATP2A2	ATP5MC2	BANCR	BNIP3	C7	CASQ2	CCDC102B	CCND1	CKM	CKMT2	COL15A1	COL6A3	COL9A1	COLEC11	COX5A	COX6A2	COX7B	CRIP2	CRYAB	CSRP1	CSRP3	DES	ENG	ENO3	FABP3	FGF12	FHL2	FITM1	FREM1	FRZB	GAPDH	GASK1B	GOT1	HACD1	HSPB1	HSPB3	HSPB7	IGFBP2	IL32	LAMB1	LAMC1	LDB3	LIMCH1	LOXL2	LRRC10	MB	MDH1	MOXD1	MYBPC3	MYH6	MYH7	MYL2	MYL3	MYL4	MYL7	MYL9	MYOM1	MYOZ2	NEBL	NEGR1	NKX2-5	NMRK2	NPPA	NPPB	PDLIM5	PEG3	PGAM2	PKIG	PKM	PLN	PPP1R3C	PTN	RAMP1	RBM24	RBPMS2	RRAD	RYR2	S100A8	SCN7A	SH3BGR	SH3RF2	SLC25A4	SMPX	SMYD1	SORBS2	SOX9	SYNPO2L	TCAP	TCF21	TFPI	TM4SF1	TNNC1	TNNI1	TNNI3	TNNT2	TPM1	TRDN	TRIL	TTN
CUI_DEVELOPING_HEART_COMPACT_ATRIAL_CARDIOMYOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_COMPACT_ATRIAL_CARDIOMYOCYTE	COX7A1	CRYAB	FTH1	FTL	GAPDH	MB	PLN	RPL13	RPL18A	RPL27A	RPL31	RPL7	RPS27	RPS3A	YBX1
CUI_DEVELOPING_HEART_COMPACT_VENTRICULAR_CARDIOMYOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_COMPACT_VENTRICULAR_CARDIOMYOCYTE	AHSP	ALDOC	ASPN	BANCR	C7	CASQ2	CD34	CNOT11	COL12A1	COL15A1	COL1A1	COL1A2	COL3A1	COL5A1	COL5A2	COL6A1	COL6A2	COL6A3	COL6A6	CRYAB	CXCL14	CXCL8	DCN	DES	DLK1	DPT	ELN	FBN1	FHL1	FN1	GSTT1	HAPLN1	HLA-B	HSPB1	IL32	ITM2A	KLF4	LGALS1	LGALS3	LPP	LUM	MAB21L3	MGP	MMP2	MYL2	NEFL	NIBAN1	OGN	PDK4	PGAM2	PLAC9	POSTN	RBP7	RNASE1	RPS4Y1	SHISA9	SPARC	SPARCL1	SRGN	TCF21	TIMP2	TNNI3	TSPO	UGDH-AS1	VIM
CUI_DEVELOPING_HEART_CORONARY_VASCULAR_ENDOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_CORONARY_VASCULAR_ENDOTHELIAL_CELL	A2M	ADGRL4	APLNR	APOD	ARHGAP18	C1QTNF9	CA4	CAV1	CAVIN2	CD36	CD74	CLDN5	COL15A1	COL4A1	COL4A2	DIPK2B	DST	FABP4	FABP5	FLT4	GIMAP4	GIMAP7	GMFG	HLA-B	IGFBP7	ITGA6	JAM2	MEF2C	MEOX1	MTSS1	PDGFB	RBP7	RGCC	ROBO4	TCF4	TCIM	TM4SF18	TNNT3	UACA	UTRN	VWF
CUI_DEVELOPING_HEART_ENDOCARDIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_ENDOCARDIAL_CELL	ADGRG6	ANGPTL4	ATP1B1	BMPER	CDH11	CGNL1	CLEC11A	COL18A1	COLEC11	CTHRC1	DSG2	EMILIN1	ENG	ENPP1	EPHA4	EPS8	F2RL2	FOXC1	FXYD6	IL33	IRX3	ISYNA1	ITGA8	ITM2C	KLHL4	KRT18	LEPR	LRIG3	MASP1	MEST	MYH6	MYL7	NICOL1	NPPA	NPR3	NT5E	OLFML3	OST4	PCDH7	PGAM2	PLA2G5	PLAC9	PLVAP	POSTN	QSOX1	SCARA3	SMOC1	SRPX	ST6GAL1	ST6GALNAC3	TFPI	TMEM100	TMEM141
CUI_DEVELOPING_HEART_LEFT_ATRIAL_CARDIOMYOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_LEFT_ATRIAL_CARDIOMYOCYTE	BCO2	CALB2	CIMAP3	CLIC5	COL2A1	FHL1	GJA5	GPX3	LINC01844	MYH6	NR2F1	NR2F1-AS1	PAM	PIM1	PITX2	RABGAP1L	RELN	SFRP1	TESC	VSNL1
CUI_DEVELOPING_HEART_LEFT_VENTRICULAR_CARDIOMYOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_LEFT_VENTRICULAR_CARDIOMYOCYTE	ANXA1	BRIP1	CCL2	CMC1	COL3A1	COLEC11	CRNDE	CTHRC1	CXCL14	ECSCR	EMCN	ENG	ESAM	GJA1	HAND1	HAPLN1	HES1	IRX3	ISOC1	KCNJ2	LGALS1	MYH7	NPPC	PHLDA1	PLK2	PLVAP	PLXND1	POSTN	RAMP2	S100A11	SCUBE3	SLIT2	SOX11	SOX4	TFPI	THY1	TM4SF1	TMEM88	TRAIP	TRDN-AS1
CUI_DEVELOPING_HEART_RIGHT_ATRIAL_CARDIOMYOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_RIGHT_ATRIAL_CARDIOMYOCYTE	ABRA	ACTA1	BMAL2	CALB2	CAV1	CDKN1A	CITED4	COL9A1	DAGLB	DES	DPP9	DUSP2	EFNB1	GHRH	GNAL	HAMP	HCN4	HHIP-AS1	INPP1	KLK6	LINC01170	LRAT	MTMR9	MYLK3	MYPN	NES	NMRK2	NR4A1	NR4A2	PAM	PEDS1	PNP	POFUT2	RASSF8	RNF187	RTN4R	SLC30A3	SPRYD3	TAF10	UCP2	ULK4
CUI_DEVELOPING_HEART_RIGHT_VENTRICULAR_CARDIOMYOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_RIGHT_VENTRICULAR_CARDIOMYOCYTE	ATP1A3	BEX1	BIN1	C7	CAVIN4	CCDC34	CD24	CMTM7	DGCR6	ECI1	GPR22	GPRIN3	HEY2	IGFBP7	ISYNA1	KIFAP3	KLHDC8B	LBH	LINC01405	MASP1	PYGL	PYGM	RXRG	S100A4	TXNIP	VCAN
CUI_DEVELOPING_HEART_SMOOTH_MUSCLE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_SMOOTH_MUSCLE_CELL	ACVR2A	ANGPTL1	BGN	C1QTNF3	C1R	C1S	CCDC80	CFH	COL14A1	COL1A1	COL1A2	COL3A1	COLEC12	CPE	CPZ	CRABP2	CTSK	DUSP1	EGFL6	ELN	F10	FBLN1	HEXIM1	ID2	IGFBP4	ITM2A	LOX	MFAP5	NPDC1	NTRK2	NUCB2	OLFML2B	OSR1	OSR2	PCOLCE	PDGFRL	PI15	PI16	PPIC	RARRES2	RCN3	RNU6-2	S100A4	S100A6	SERPINF1	SFRP2	SPARC	TSHZ2
CUI_DEVELOPING_HEART_TRABECULAR_ATRIAL_CARDIOMYOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_TRABECULAR_ATRIAL_CARDIOMYOCYTE	ABCC5	ADGRL2	AGL	AIFM1	AKAP1	AKAP9	ANGPT1	ANKRD26	APLP2	ARL6IP5	ASAH1	ASPH	ATP11A	ATP13A3	ATP1A1	ATP1B1	ATP2A2	ATP6AP2	B2M	B3GNT2	BCAP29	BLTP1	BMPR2	BSG	BVES	C5orf15	CACNA1C	CALU	CANX	CCNL1	CD164	CD63	CDH2	COL18A1	COL2A1	COL4A2	COL4A6	COL9A1	COX6A1	CPE	CPVL	CTSL	CTSV	CXADR	CYP2J2	CYP51A1	DAG1	DCBLD2	DDX17	DKK3	DMD	DNAJB9	DPY19L2	DSP	DST	EDNRA	EMP2	ENTREP1	EPRS1	ERBB2	ETNK1	FAT1	FBN2	FLNC	FRAS1	FREM2	GJA5	GOLGA8A	GOLIM4	GPAA1	GPC1	GRN	HEG1	HEPH	HERC2P2	HRC	HSP90B1	HSPA5	IGF2BP2	INSR	ITGA6	ITGB1	JAG1	KCNH7	KIDINS220	KTN1	LAMB2	LAMP2	LAPTM4B	LEPROT	LGALS3BP	LMAN1	LMO7	LNPK	LTBP1	LUC7L3	MACF1	MALAT1	MARCHF6	MARS1	MDK	MEIS1	MESD	MFSD11	MMP15	MSMO1	MTDH	MYSM1	NCAM1	NDUFB9	NES	NEU1	NFE2L1	NID2	NNT	NOMO1	NPTN	OS9	P4HA1	PAM	PARM1	PCMT1	PDIA3	PGRMC1	PKN2	PLEKHA5	PLOD2	PLXNB2	PPIC	PRKDC	PRNP	PRSS35	PSAP	PTGFRN	PTPRK	RDH11	REEP5	RELN	RNF207	RNPC3	RPN2	RTN4	SCD	SELENOT	SLC11A2	SLC16A1	SLC20A2	SLC2A1	SLC38A1	SLC3A2	SLC8A1	SPCS2	SPINT2	SPTAN1	SPTBN1	SQLE	SUCO	SURF4	SVIL	TCERG1	TIMP3	TLCD4	TM9SF2	TMBIM6	TMED10	TMEM245	TMEM38B	TMEM41B	TMTC3	TMX2	TNFRSF12A	TRA2B	TTN	VCL	VEGFA	WLS	WSB1	XIRP1	ZNF827
CUI_DEVELOPING_HEART_TRABECULAR_VENTRICULAR_CARDIOMYOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_TRABECULAR_VENTRICULAR_CARDIOMYOCYTE	ABHD12	ABHD16A	ANGPT1	ANXA3	ARL4D	ARRDC3	B3GNT2	BUB3	CCDC181	CCN1	CCN2	CD24	CD320	CDH3	CLDN6	COL2A1	COMMD10	COX6A1	CRABP2	CTSV	CYP51A1	DDIT3	DENR	DEPP1	DGKI	DHCR7	DNAJB1	EBP	EPSTI1	EXOSC8	FAM118B	GALE	GEM	GET1	GMNN	H2AC25	HAMP	HBEGF	HERPUD1	HES1	HEY1	HMGA2	HMGCR	HNRNPL	HSPA5	HSPB8	HTR3B	IER2	INSIG1	ISOC1	KCNH7	KLHL31	KPNA2	KRT19	KRT8	LINC01405	LIX1	LRPAP1	LRRC49	MGST1	MLLT11	MPHOSPH6	MRPL13	MSMO1	MYH6	NET1	NEURL2	NOP16	NPPB	PDGFD	PGAM4	PHACTR3	PIP4P2	PPP1R15A	PRKDC	RASD1	RASL11B	RC3H1	RCAN1	REEP6	RGS3	RTCB	RXRG	S1PR1	SCD	SDF2L1	SGPL1	SIGMAR1	SKIL	SLC2A1	SLC3A2	SLIT2	SMTNL2	SPINT2	SQLE	SRSF6	TIMM17A	TMEM88	TNFRSF12A	TNNT1	TOB1	TRAPPC3	TRH	TSPAN13	VCAM1	VCAN	VPS33A	WDR12	XRCC4	YWHAQ
CUI_DEVELOPING_HEART_VALVAR_ENDOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_VALVAR_ENDOTHELIAL_CELL	ACKR3	ACSL1	ADAMTS1	AKR1B1	ANGPTL2	ANK2	ANO1	AOPEP	APOLD1	AQP1	ARID5A	ASPN	ATF3	BEX1	BIK	C1QTNF1	C7	CA5B	CCDC3	CCL20	CCL4	CD200	CD44	CD55	CD9	CDKN1A	CEBPD	CEMIP2	CHMP1B	CLDN11	CLIC2	CRIP1	CRYAB	CTSK	CTSL	CXCL1	CXCL2	CXCL8	CYP1B1	CYSTM1	DKK2	DKK3	DUSP2	DUSP5	EDIL3	ENDOD1	EVL	F5	FEZ1	FOSL2	GABARAPL1	GADD45A	GATA4	GEM	GJA1	GLT8D2	HAND2	HAPLN1	HBEGF	HEY2	HLA-B	HLA-H	HS3ST1	HSPA7	HSPB8	IER5	IFI27	IGFBP5	IGFL2	ITGB4	ITPRIP	KLF9	LDLR	MAFF	MCL1	MMP19	MT2A	MTMR11	NAMPT	NDP	NEAT1	NET1	NFATC1	NFIL3	NR4A1	NR4A2	NR4A3	NTRK2	OLFML2A	OPTN	PDGFRA	PDLIM1	PDLIM3	PENK	PI16	PKHD1L1	PLA2G2A	PLAT	PLCD1	PLIN2	PLLP	PLPP5	PMP22	PNP	PRNP	PTGS2	PTHLH	RCAN1	RGS4	RGS5	RHOU	S100A10	S100A4	S100A6	S100B	SELL	SERPINB1	SERPINF1	SIK1	SLN	SOCS3	SOD2	SORD	SPOCK3	STARD7	STC1	TAC1	TFPI2	TGFB3	THBD	TIPARP	TMBIM1	TNFAIP6	TPBG	TSPAN8	TUBB2A	TUFT1	VCAN	WNT4
CUI_DEVELOPING_HEART_VASCULAR_ENDOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_DEVELOPING_HEART_VASCULAR_ENDOTHELIAL_CELL	ABI3BP	ADAMTS1	ADCY4	ADH1B	AHNAK2	AIF1L	ALDH1A1	ANKRD36B	APLP2	ASPN	ASS1	ATP6AP1	BCAM	BGN	BHLHE40	BST2	BTG2	C1R	CARD16	CBLN2	CD151	CD320	CD58	CDC42EP3	CDH23	CFH	CFI	CKB	CLEC14A	CLIC3	CLU	COL1A1	COL5A1	COL5A2	COL9A3	CPAMD8	CPE	CPXM2	CREB5	CRIM1	CRTAC1	CST3	CTSD	CTSK	CXCL1	CXCL2	CXCL3	CYTL1	DDIT4	DEPP1	DHH	DHRS3	DKK2	DPP7	ECM2	EFEMP1	EFNA5	ELN	EMP2	EMP3	FAM3B	FBLIM1	FBLN2	FBLN5	FGL2	FOSB	FXYD5	GABARAPL1	GABARAPL2	GADD45B	GAS6	GASK1B	GATA2	GJA1	GJA5	GLG1	GLT8D2	GOLIM4	GRN	HAPLN3	HEG1	HEXB	HSD17B12	HSPA1A	HSPA1B	HTRA1	ICAM1	IER2	IER5L	IFI27	IFI6	IGFBP2	IGFBP7	IL11RA	ITSN2	JUN	JUNB	KAZALD1	KCNMB1	KCNN4	KLF2	KLF4	KLHL13	LIMA1	LIMS2	LINC01133	LOX	LSR	LTBP2	LTBP3	LTBP4	LTC4S	MALL	MAP3K8	MECOM	MEGF6	MEIS2	MET	METRNL	MFAP2	MGP	MIR23AHG	MMP2	MMP28	MMRN1	MMRN2	MPZL2	MRC2	MTUS1	MYH9	NEIL1	NES	NFIX	NFKBIA	NNMT	NPDC1	NUCB2	OMD	OS9	PDE4B	PDGFD	PDGFRL	PER1	PI15	PI16	PIGT	PPIC	PPP1R15A	PROCR	PTGDS	PTGS1	PTN	PTPRF	PXDC1	RAMP3	RASD1	RGS5	RHOB	RTN4RL2	SDF4	SELENOM	SEMA3F	SERPINE1	SERPINE2	SEZ6L2	SFRP1	SFRP4	SFRP5	SH3RF1	SIK1	SKIL	SLC41A3	SLC7A8	SULF1	SULF2	SULT1E1	SWAP70	SYNGR2	TCN2	TENT5A	THBD	TMEM120A	TNFAIP3	TNKS1BP1	TOB1	TRIM22	TSC22D1	TSPAN2	TSPAN7	TXNIP	VCAM1	ZFP36	ZFY
DESCARTES_FETAL_ADRENAL_ADRENOCORTICAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_ADRENOCORTICAL_CELLS	C1QTNF1-AS1	CLDN14-AS1	ENSG00000229425	ENSG00000253574	ENSG00000260599	LINC01485	LINC01717	LINC02045	LINC03086	MGC27382	MMADHCP2	RGS8	RNU6-56P	RNU6-944P
DESCARTES_FETAL_ADRENAL_CHROMAFFIN_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_CHROMAFFIN_CELLS	ADCY8	ALK	AMER2	AMER3	ANKFN1	ARHGDIG	ARSF	BASP1	BRINP2	CACNG2-DT	CADM3	CAMK2A	CAVIN4	CCND1	CFAP20DC-AS1	CNTFR	CREG2	DCLK3	DIRAS1	DUSP8	ELAVL2	ENSG00000251216	ENSG00000253726	ENSG00000254746	ENTPD3	EYA1	EYA4	FAM120A2P	FAM131B	FAR2P1	FAT3	FOXN4	FRMPD3	GAL	GAP43	GREM1	HAND1	HECW1	HECW1-IT1	HIKESHIP1	HMX1	HS3ST5	HTR3A	IGLON5	IL7	INSM2	INSRR	IRX6	ISL1	JPH3	KCNB2	KCNG1	KCNK10	KRTAP5-AS1	LINC01201	LINC01539	LINC01561	LINC02066	LINC02074	LINC02269	LINC02525	LINC02600	LINC02605	LINC02607	LINC02897	LINC03069	LRRTM2	MAB21L1	MAP1B	MARCHF11	MARCHF11-DT	MARK2P3	MGC15885	MLLT11	NPY	NRG1-IT3	NTRK1	NUDT10	ONECUT2	PEX5L	PHEX-AS1	PIRT	PKIA-AS1	PLPP4	PLXNA4	PRKAG2-AS1	PRPH	PTCHD1	PTCHD1-AS	RBFOX1	REEP1	RNU6-457P	RNU7-99P	RORB-AS1	RPH3A	RPSAP43	RYR2	SCUBE1	SERTAD4	SERTAD4-AS1	SHOX2	SLC22A9	SLC44A5	SLC6A2	SLCO5A1-AS1	SPHKAP	SPMIP6	ST8SIA2	STMN4	SV2C	THAP12P7	TLX3	TMEFF2	TMEM132C	TMEM196	TMEM35A	TRIM36	TRIM67	TROAP-AS1	TTC9B	TTLL7-IT1	TUBB2A	TUBB2B
DESCARTES_FETAL_ADRENAL_CSH1_CSH2_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_CSH1_CSH2_POSITIVE_CELLS	ACKR2	ADAM12	ADRB1	ALDH4A1	ANGPT2	ANXA1	ANXA3	AP1M2	APPBP2-DT	ARHGEF5	ASS1	ATF3	ATP6V1C2	BZW2	C1orf115	C4orf36	CAP2	CAPN6	CBR3-AS1	CCDC54-AS1	CGA	CGB3	CHODL	CLDN4	CLDN7	CLIC5	CLRN1-AS1	CNKSR1	CPS1	CPZ	CSH1	CSH2	CSRP2	CYP19A1	DACT2	DDX10P1	DEPP1	DNAI2	DUSP9	DYNLRB2	EFEMP1	EFHD1	ENSG00000227885	ENSG00000234352	ENSG00000243273	ENSG00000248515	ENSG00000250954	ENSG00000251574	ENSG00000257283	EPIC1	EPS8L1	ERRFI1	ERVFRD-1	ERVH48-1	ERVW-1	ESRP1	EXPH5	F5	FAM184A	FAM3B	FAM83G	FOXO6	GDF15	GH2	GNGT1	GOLT1A	GPC1-AS1	GPX3	GRHL1	GRHL2	GRIP1	GSTA3	GTF2I-AS1	GYG2P1	HCAR1	HILPDA-AS1	HOPX	HSD11B2	HSD17B1	HSD3B1	HSPB8	HTRA4	IMPA1P1	INHBA	INSL4	ISM2	ITGB4	ITGB6	KANK4	KISS1	KMO	KRT18	KRT23	KRT7	KRT8	L1TD1	LCMT1-AS2	LINC00470	LINC00578	LINC00663	LINC00882	LINC00964	LINC01194	LINC01418	LINC01524	LINC01687	LINC01920	LINC02055	LINC02112	LINC02307	LINC02327	LINC02540	LINC02583	LINC02616	LINC02899	LMO7-AS1	LOC283299	LRP2	LVRN	LYPD5	MAFF	MAGI1-AS1	MAP3K2-DT	MCOLN3	MET	MFSD2A	MIR4280HG	MIR4307HG	MIR4713HG	MMP11	MORC4	MUC15	MYL5	NCMAP	NDOR1	NECTIN4	NFE2L3	NFE4	NLRP2	NOCT	OLR1	PAGE4	PAPPA	PAPPA-AS1	PAPPA2	PCDH11X	PERP	PGF	PHLDA2	PKIB	PPP1R13L	PRB1	PRKCZ	PROSER2-AS1	PSG1	PSG11	PSG2	PSG3	PSG4	PSG5	PSG6	PSG7	PSG8	PSG9	PWWP3B	RASA1	RASSF6	RCC2-AS1	RDH13	RGPD2	RIMKLB	RNU1-134P	RNU6-272P	RPL12P20	RPL21P57	RPS12P26	S100P	SCAND3	SCIN	SDC1	SERINC2	SERPINB2	SERPINE1	SLC13A4	SLC19A3	SLC22A11	SLC47A2	SLC52A1	SLC6A4	SMIM18	SMIM2-AS1	SP6	SPINT1	SPIRE2	SPTLC3	ST8SIA6-AS1	STEAP4	STEEP1	STS	SVEP1	TACC2	TAS2R13	TCL6	TFAP2C	TFPI2	TGM2	TM4SF19	TMC1	TMC5	TMEM184A	TNFRSF12A	TNS4	TP63	TPRXL	TRAPPC14	TRIM29	USP43	VGLL1	XAGE3	XKRX	YIPF2	ZFAT	ZNF702P	ZNF93
DESCARTES_FETAL_ADRENAL_ERYTHROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_ERYTHROBLASTS	ABCB10	ABCB5	ABCC13	ACKR1	ACSL6	AHSP	ALAD	ALAS2	ANK1	ARG1	ART4	BGLT3	BLVRB	C17orf99	CA1	CAT	CD46P1	CDK15	CPOX	CTSE	DHRS13	DPF3	DYRK3	E2F2	EIF5AP2	ENSG00000181123	ENSG00000189316	ENSG00000260592	EPB41	EPB42	ERMAP	ERVE-1	ESPN	FAM167A-AS1	FAM178B	FECH	GALNT5	GCLC	GLRX5	GYPA	GYPB	GYPE	H2AC16	HBA1	HBA2	HBB	HBBP1	HBE1	HBG1	HBG2	HBM	HBQ1	HBZ	HDC	HECTD4	HEMGN	HMGN1P1	HNF4A-AS1	IBA57	IFIT1B	ITLN1	KLF1	KRT1	KRT13	LINC01399	LINC02506	LINC02772	MARCHF8	NARF	PHOSPHO1	PIGQ	PKLR	PPME1	PPOX	PRG2	PRSS51	PTH2R	RFESD	RHCE	RHD	RNF123	RNF224	RSAD2	RWDD3-DT	SCYL2P1	SEC14L4	SELENBP1	SLC14A1	SLC22A16	SLC22A4	SLC25A21	SLC25A37	SLC25A39	SLC4A1	SMCO3	SOX6	SPECC1	SPMAP2L	SPTA1	SPTB	ST6GALNAC1	TDH	TENT5C	TFR2	TLCD4	TLCD4-RWDD3	TMCC2	TPSAB1	TPSB2	TRAK2	TRIM10	TSPAN5	TSPAN5-DT	TSPO2	XACT	XPO7	YPEL4
DESCARTES_FETAL_ADRENAL_LYMPHOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_LYMPHOID_CELLS	ACAP1	ADAM8	ADGRG3	ARPP21	BACH2	BCAS1	BIRC3	BLK	BTLA	CARD11	CCDC88C	CCR6	CCR7	CD160	CD19	CD2	CD244	CD247	CD27	CD3D	CD3E	CD3G	CD5	CD52	CD7	CD79A	CD79B	CD8A	CD8B	CD96	CDC42EP3-AS1	COL4A4	CRIP1	CRTAM	CST7	CXCR5	CYTIP	DTHD1	DUSP2	ENSG00000267568	EOMES	FCMR	FCRL1	FCRL2	FCRL3	FCRL5	FCRLA	GALNT3	GBP5	GNLY	GPR171	GPR18	GZMA	GZMB	GZMH	GZMK	GZMM	HLA-DOB	HSH2D	ICOS	IFNG-AS1	IGHD	IGHM	IGKC	IGLL1	IKZF2	IKZF3	IL12RB2	IL18RAP	IL2RA	IL2RB	IL2RG	IL32	IL7R	IRF4	IRGM	ISG20	ITK	JCHAIN	KLHL14	KLRB1	KLRC1	KLRC2	KLRC3	KLRC4-KLRK1	KLRF1	KLRK1	LAX1	LCK	LINC00426	LINC00861	LINC01192	LINC01215	LINC01478	LINC01606	LINC01934	LINC02542	LTB	LY9	MATK	MME-AS1	MS4A1	MYBL1	MYO1G	MZB1	NCR1	NCR3	NIBAN3	NKG7	NOG	NPM1P7	NT5C3AP2	P2RX5	P2RY10	PAX5	PCED1B-AS1	PLAAT4	PLAC8	PRF1	PTGDR	PTPN22	PTPRCAP	PYHIN1	RASGRP1	RHOH	RUNX3	S1PR5	SELL	SEPTIN1	SH2D1A	SH2D1B	SH2D2A	SIT1	SKAP1	SLAMF1	SLAMF6	SLAMF7	SLFN12L	SLFN5	SPIB	SPTSSB	SULT1B1	SYTL1	SYTL3	TBC1D10C	TBX21	TCF7	TCL1A	THEMIS	TIGIT	TMED11P	TMEM154	TMIGD2	TRAF3IP3	TRAT1	TRBC2	TRDC	TTC16	UBASH3A	XCL1	YWHAH-AS1	ZAP70	ZNF550	ZNF831
DESCARTES_FETAL_ADRENAL_MEGAKARYOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_MEGAKARYOCYTES	ACRBP	ACTN1	ADCY6	ALOX12	ANKRD33B	AQP10	ARHGAP6	BEND2	C19orf33	C1orf116	CAPN1-AS1	CAPN11	CBFA2T3	CCDC175	CFAP45	CHRNA2	CLEC1B	CMTM2	CMTM6	CNST	COL24A1	CPA3	CRISP3	CXCL2	CXCL3	DNAAF3	EFCAB13-DT	EFHC2	EGF	ELOVL7	ENSG00000233968	ENSG00000258803	EXOC3L4	F2RL3	FCER1A	FERMT3	GCSAML	GOT2P7	GP1BA	GP5	GP6	GP9	GRM3-AS1	H4C8	HBD	HGD	HPSE	HYAL3	INAFM2	IRAG1	ITGA2B	ITGB1BP2	ITGB3	ITPRID2-DT	KCNMB1	LAT	LEFTY1	LGALSL	LIMS1	LINC00504	LINC00534	LINC00989	LINC02284	LINC02470	LINC02701	LINC02770	LINC02915	LOC105371430	LTBP1	LY6G6F	LY6G6F-LY6G6D	MCEMP1	MDM1	MMRN1	MPIG6B	MPL	MYOM1	NRGN	P2RX1	PADI4	PCP2	PDLIM1	PF4	PGAM1P8	PIRAT1	PKHD1L1	PLEK	PPBP	PROSER2	PTCRA	PTGS1	RAB27B	RBPMS2	RGS18	RPL17P22	RSU1	RUFY1	SEC14L5	SELP	SEPTIN5	SERPINB1	SLC37A1	SLC8A3	THBS1	TLN1	TMEM91	TREML1	TUBA8	TUBAL3	TUBB1	WFDC1	XIRP2	XYLT2	ZYX
DESCARTES_FETAL_ADRENAL_MYELOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_MYELOID_CELLS	ADAM28	ADAP2	ADGRE1	ADGRE2	AGR2	ASCL2	C1QA	C1QB	C1QC	C3AR1	C5AR1	CALHM6	CASP5	CCDC200	CCDC26	CCR1	CD14	CD163	CD163L1	CD209	CD300C	CD300LF	CD33	CD4	CD5L	CD68	CD80	CD86	CFD	CLEC10A	CLEC4F	CLEC7A	CMKLR1	CPVL	CSF1R	CST3	CTSZ	CXCL10	CXCL8	CYBB	CYTH4	EFCAB15P	ENSG00000231873	FAM20A	FCGR1A	FCGR1BP	FCN1	FGD2	FGL1	FLT3	FOLR2	FPR1	FPR3	GGTA1	GPBAR1	GPR34	HCK	HELZ-AS1	HK3	HLA-DMA	HLA-DMB	HLA-DOA	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB9	HMOX1	HRH1	IER3	IFNGR1	IGSF6	IL10	IL1RN	ITGAX	KCNE1	KCNG2	KCNJ5-AS1	KCNK13	LACC1	LGMN	LILRA1	LILRA2	LILRA5	LILRA6	LILRB1	LILRB2	LILRB3	LILRB4	LILRB5	LINC00996	LINC01094	LINC01480	LINC01645	LINC01684	LINC03070	LRRC25	LYZ	MARCO	MEFV	MERTK	MILR1	MNDA	MPEG1	MRC1	MS4A14	MS4A4A	MS4A4E	MS4A6A	MS4A7	MSLN	MSR1	MTCO1P11	MX2	NAIP	NAIPP3	NCF2	NFAM1	NLRC4	NLRP3	NOD2	OSCAR	P2RY12	P2RY13	PDCD1LG2	PDYN-AS1	PELATON	PILRA	PLA2G7	PLAUR	PRAM1	PTAFR	RAB39A	RGS1	RIPK3	RN7SL138P	RN7SL297P	RNASE6	RNASET2	RNF135	RUFY4	RYR1	SCIMP	SECTM1	SIGLEC1	SIGLEC10	SIGLEC12	SIGLEC14	SIGLEC16	SIGLEC5	SIGLEC8	SIRPB1	SIRPB2	SLAMF8	SLC11A1	SLC1A3	SLC37A2	SLC39A13-AS1	SLC7A7	SLC7A8	SLCO2B1	SMIM35	SPI1	SPIC	SPP1	TGFA	TIMD4	TLR1	TLR2	TLR5	TLR6	TMEM106A	TMEM150B	TMEM273	TMIGD3	TNFRSF11A	TREM2	TRIM50	TRPM2	TYMP	UNC93B1	VSIG4	ZMYND15
DESCARTES_FETAL_ADRENAL_SCHWANN_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_SCHWANN_CELLS	ADAM23	ADAMTS8	AGRN	ALDH1A1	ALOX15	ARHGEF26-AS1	ART3	ATP10B	ATP1A2	AZGP1	BCAN	C2orf72	CCDC160	CDH19	CDH6	CHL1	CHST9	CLDN14	CNMD	CNP	CNTN2	COL18A1	COL20A1	COL28A1	CRABP1	CRISPLD1	CSMD1	DHH	DLX1	DTX4	ENSG00000231252	ERBB3	EXTL1	FGFBP3	FOXD3	FOXD3-AS1	FXYD1	GAL3ST1	GFRA1	GINS3	GJC3	GPC1	GPM6B	GPR17	GPR83	GRIK3	GRIN2B	H1-9P	HEPACAM	HEY1	HEY2	HSPB2	INSC	KCNA2	KCNJ10	LAMP5	LGI2	LGI4	LINC00327	LINC00466	LINC00511	LINC00645	LINC01339	LINC01505	LINC01748	LINC03048	LPL	LRRN1	LRRTM1	LYPD1	MATN4	MCAM	MEGF10	METRN	MIA	MIR9-2HG	MMD2	MPZ	MYO16-AS1	MYOT	MYOZ1	NGFR	NGFR-AS1	NKAIN4	NRXN1	OLFML2A	OPRK1	PLEKHB1	PLP1	PMEPA1	PMP2	PPP1R1C	PPP2R2B	PRDM16	PRDM16-DT	PRIMA1	PTPRZ1	PTX3	RXRG	S100B	SCN7A	SCRG1	SEMA3G	SHC4	SHISA9	SLC35F1	SLITRK2	SLITRK6	SOX10	SOX2	SOX8	STAC2	STK32A-AS1	SV2B	SYNPR	SYT10	TAC1	TCP11	TMEM132B	TMEM176A	TMEM176B	TRDN	TRPM3	TSPAN11	TTYH1	UGT8	WFDC2	WNT16	XKR4	ZNF804B
DESCARTES_FETAL_ADRENAL_SLC26A4_PAEP_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_SLC26A4_PAEP_POSITIVE_CELLS	AMD1P3	AMIGO1	ANO7L1	ATP2A1	BAK1	BRWD1-IT1	BTBD3-AS1	C5orf64	CADM1-AS1	CASC8	CAV3	CBR1-AS1	CCT6B	CFAP47	CLXN	CTF1	ELAC1	ENSG00000235834	EXOC3-AS1	F2RL1	FRMPD3-AS1	GALNT9	GPRC6A	GTF2H2B	GTF2IP13	H2AC8	HDHD5-AS1	HMBOX1-IT1	HOGA1	HSD3B2	IL1A	KDM4A-AS1	KIRREL1-IT1	LINC00616	LINC00887	LINC00923	LINC01837	LINC02296	LINC02389	LINC02410	LINC02718	LINC02745	LINC03021	LMNB1-DT	LY6E-DT	LYG1	MAPK10-AS1	MINAR2	MRGBP	MTERF2	MYADM-AS1	MYCBPAP	NFIA-AS2	NOMO2	NPHP4	PBDC1	PHB1P19	PNMA6F	PRICKLE2-AS1	PTPN23-DT	RN7SL749P	RNU6-518P	RNVU1-32	RPL38P1	RXYLT1	SAXO1	SLC22A1	SLC26A4	SNORA14A	SNX25P1	SPINK8	TEX41	TNFRSF10C	TTLL9	TUBBP5	TYMSOS	UICLM	ULK4P1	USP51	VAV3-AS1	VMO1	VPS9D1-AS1	ZC3H12A	ZNF296	ZNF597	ZNF683	ZNF747	ZNF786	ZNF845
DESCARTES_FETAL_ADRENAL_STROMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_STROMAL_CELLS	AARD	ABCA6	ABCC9	ABI3BP	ACTA2	ACTG2	ADAMTS14	ADAMTS15	ADAMTS9-AS1	ADAMTSL3	ADH1B	ADRA1D	AGTR2	ANO1	ASPN	BICC1	BMP4	BPI	C1QTNF7	C1R	C6	C7	CARMN	CBLN4	CCDC102B	CCDC80	CCN4	CD248	CDH11	CHRDL1	CLDN11	CNTN4-AS2	COL12A1	COL1A1	COL3A1	COL6A3	COLEC11	CYP1B1	CYP4X1	CYP4Z1	DCDC2C	DCN	DIO3	DIRC1	DKK2	DMKN	DNAJC22	EBF3	EDNRA	EMX2OS	ENSG00000223786	ENSG00000225649	ENSG00000248576	ENSG00000272243	FAP	FGF7	FHL5	FMO1	FMOD	FNDC1	FOXS1	FREM1	GAS2	GATA4	GDNF-AS1	GJB2	GLI2	GLP2R	HHIP	IGFBP3	IGFBP6	IGFN1	IL6	ISLR	ITGA11	ITGBL1	KDELR3	LAMC3	LINC00702	LINC01031	LINC01836	LINC02026	LINC02082	LINC02126	LINC02507	LINC02643	LINC02653	LINC02873	LINC03041	LOX	LRRC17	LRRC71	LUM	MEOX2	METTL24	MGP	MIR1245A	MSC	MSC-AS1	MXRA5	MYH11	MYOCD	NGF	NGF-AS1	NPAS1	NPY5R	OGN	OLFML1	OSR1	PAMR1	PCDH18	PCOLCE	PCOLCE-AS1	PDE1A	PDGFRA	PDGFRL	PGM5P4	PI15	PI16	PLA2G5	PODN	POM121L9P	POSTN	PRELP	PRICKLE1	PRRX1	PTCH2	PTH1R	REM1	RPL13AP11	RSPO2	RSPO3	RXFP1	RXFP2	SCARA5	SFRP2	SGCG	SRPX2	SULF1	SULT1E1	TAGLN	TBX18	TCF21	TDO2	THBS2	THPO	TMEM119	TRPA1	TRPC4	TWIST2	VIPR2	WNT2	WT1	WT1-AS	ZFPM2-AS1	ZNF385D
DESCARTES_FETAL_ADRENAL_SYMPATHOBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_SYMPATHOBLASTS	ABCG8	ADAM29	ADGRA1	AGBL4	AGBL4-IT1	AKAIN1	ALPK2	ANKRD18A	ARC	ASPDH	ATP6V1G2-DDX39B	BAIAP3	BRINP1	BTBD17	C11orf87	C21orf62	C2CD4A	CACNA1E	CACNG3	CARTPT	CCDC172	CCSER1	CDH18	CFAP46	CFAP61-AS1	CFAP90	CHGA	CNGA3	CNTN3	CNTNAP5	COLGALT2	CPEB1	DNAI1	DPY19L2P4	DRGX	ELAPOR1	FAM135B	FBXO2	FUT9	GABBR2	GABRA1	GALNTL6	GCGR	GCK	GJD2-DT	GLB1L3	GLP1R	GLRA3	GLS2	GOT1L1	GPR139	GRM7-AS3	HS3ST2	IL13RA2	JAKMIP3	KCNJ6	KCNK9	KCTD16	KIAA2012	KISS1R	KLHL1	KLK4	KSR2	KY	LINC02197	LINC02248	LINC02513	LINC02994	LMNTD1	LRRC10B	MIR7-3HG	MRAP2	NPAS4	OPRM1	PACRG	PANTR1	PCSK2	PENK	PENK-AS1	PLCH2	PNMT	POU2F3	PPP1R17	PRLHR	PRR16	PURPL	RASD2	RD3	RET	RLIG1	RN7SL180P	RNU6-103P	RPSAP57	SAPCD1-AS1	SERTM2	SHISAL1	SLC16A11	SLC24A2	SLC35F3	SLC38A11	SLC6A17	SLC8A2	SMIM45	SORCS3	ST18	TAFA3	TEKT1	TGFBR3L	TMEM114	TMEM190	TMEM271	TPBGL	USH2A	VGF	VWA3A	VWA5B1	VWA5B2	ZBBX
DESCARTES_FETAL_ADRENAL_VASCULAR_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_ADRENAL_VASCULAR_ENDOTHELIAL_CELLS	ACSM2B	ACVRL1	ADCY4	ADGRL4	AFAP1L1	APLNR	ARHGAP29	ARHGEF15	BCL6B	BTNL8	BTNL9	CA4	CALCRL	CCDC60	CD300LG	CD34	CDA	CDH13	CDH5	CEACAM1	CHRM3	CIMAP1D	CLDN5	CLEC14A	CMKLR2	CNTNAP3B	CP	CRHBP	CX3CL1	CYP26B1	DIPK2B	DLL4	DNASE1L3	ECSCR	EDN1	EEF1A1P31	EEIG1	EFCC1	EFNA1	EFNB2	EHD3	ELK3	ENG	ENSG00000233251	ENSG00000248636	ENSG00000253177	ESM1	EXOC3L1	F8	FAM110D	FCGR2B	FCN2	FCN3	FFAR2	FGF23	FLT4	FMO6P	GALNT14	GALNT15	GPM6A	GPR182	GPR4	GRAPL	HID1-AS1	HLX	HRCT1	HYAL2	ID1	IGFBP1	INHBB	IRX3	IRX5	KANK3	KDR	LDB2	LINC00305	LINC02005	LINC02196	LINC02289	LINC03002	LOC102723313	LRRC70	MADCAM1	MMRN2	MYRIP	NAT8	NHERF2	NOTCH4	NPR1	NR5A2	NRN1	NT5ELP	OIT3	PCAT19	PCDH12	PDE2A	PLIN4	PLPP3	PLVAP	PODXL	PTPRB	RAET1E	RAET1G	RAMP2	RASIP1	RBP5	RGS7BP	RIPPLY3	RN7SL169P	ROBO4	ROPN1L	SCGB3A1	SEMA6B	SHANK3	SHE	SLC26A5	SLC5A4	SLCO2A1	SMIM9	SNCAIP	SOX17	SOX18	SOX7	SPAAR	ST6GALNAC3	STAB2	STC2	TACR1	TCIM	TEK	TERLR1	THSD1	TIE1	TM4SF18	TM4SF18-AS1	TMEM233	TMEM235	TMEM255B	TMEM88	TRPM6	USHBP1	VAMP5
DESCARTES_FETAL_CEREBELLUM_ASTROCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_ASTROCYTES	ABCA8	ACADL	ACSBG1	ACTE1P	ADAMTS12	ADRA1D	AGTR1	ALDH1L1	ALDH1L1-AS2	AQP4	ARMC3	ATP1A4	BBOX1	BLID	BMPR1B-DT	BTBD17	CA12	CABCOCO1	CASQ1	CCDC102B	CCDC140	CCDC169	CCDC198	CD38	CFAP107	CFAP210	CFAP300	CFAP52	CFAP54	CFAP73	CKAP2LP1	CLU	COL22A1	COL2A1	CRB2	CTNNA3	CYP26A1	CYP26B1	CYP26C1	CYP4F35P	DAW1	DAZL	DNAH7	DPPA5P4	DTHD1	EFHC2	EGFR	ENKUR	ENSG00000188897	ENSG00000200072	ENSG00000232930	ENSG00000247193	ENSG00000259403	ENSG00000262999	FAM181A-AS1	FAM216B	FAM81B	FGF10	FHIP1A	FOXB1	FOXJ1	FREM1	FRMPD2	FST	FZD10	GBX2	GBX2-AS1	GDPD2	GFAP	GJB2	GJB6	GLI1	GLP1R	HHIP	ID4	IL33	IL5RA	IQCA1-AS1	IRX3	IRX5	KCNMA1-AS1	KIRREL2	LCAT	LGR6	LINC00402	LINC00446	LINC00595	LINC00939	LINC01198	LINC01411	LINC01994	LINC02017	LINC02355	LINC02552	LINC02925	LINC03109	LIPG	LNCBRM	LRIG1	LRP4	LRRC10B	LRRC9	LRTM1	MAP3K19	MARVELD3	MEGF10	MGST1	MKX	MLC1	MLIP	MS4A8	MSTN	MTTP	NALCN-AS1	NCKAP5-IT1	NOG	NPHP1	NPY	NRXN1-DT	NTS	OBI1-AS1	OPRK1	OR51B5	OR51E2	OTOG	PAX3	PAX7	PI15	PIK3C2G	PIRAT1	PIRT	PPP1R42	PRDM16	PRSS35	PTF1A	PTGFR	RAMP3	RASGRP1	RGS20	RMDN2-AS1	RNGTTP1	RNU6-1331P	RNY1P5	RPE65	RPL31P54	SERPINI2	SIPA1L1-AS1	SIRPB3P	SLC4A4	SLC6A20	SLITRK6	SNX31	SOHLH2	SPATA13	STK33	STMND1	TEKT1	TENT5A	THBS3-AS1	TMEM221	TNC	TNFRSF11B	TSHR	USH1C	VCAM1	VWA3A	WARS2-IT1	WDR49	WNT9B	ZNF863P
DESCARTES_FETAL_CEREBELLUM_GRANULE_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_GRANULE_NEURONS	ASB15	BARHL2	BMP5	CDH7	DIO3	DRD4	DYTN	FGF5	GALNT15	GPC5-AS1	GRIK2	GRIN2A	GRIN2C	HMCN2	HMGN1P14	HS3ST3A1	INSM2	KCNA1	KLK4	KLKP1	LINC00113	LINC00314	LINC00992	LINC01673	LINC01697	LINC01830	LINC02155	LINC02476	LINC02842	MCHR2	MIR217HG	MIR548XHG	MUC19	NREP-AS1	NTF3	PCSK9	PRPH	RGS5-AS1	RNA5SP213	RNU4-70P	RPL21P59	RPS7P8	RPSAP43	SLC26A7	ST18	TLX3	TRHDE	TRHDE-AS1
DESCARTES_FETAL_CEREBELLUM_INHIBITORY_INTERNEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_INHIBITORY_INTERNEURONS	ALKAL2	C1QL3	CACNG3	CCBE1	CPLX4	ENSG00000225420	ENSG00000228021	ENSG00000233968	ENSG00000253857	ENSG00000267627	FNDC1	FNDC1-IT1	GOLGA6L2	IGFBP5	INHBA	KIT	KRT222	LARGE2	LBX1	LBX1-AS1	LINC00587	LINC01320	LINC02408	LINC02477	LINC02502	LINC02873	LRRC38	NEUROG2	NNMT	NPY2R	NXPH2	PAX2	PRR35	RN7SL803P	ROBO3	SLC30A3	SLC35F4	SLC6A5	SPOCK1	TFAP2A-AS1	TFAP2B	VCAN-AS1
DESCARTES_FETAL_CEREBELLUM_MICROGLIA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_MICROGLIA	ABCC13	ABCC4	ABCC5-AS1	ABR-AS1	ACP3	ACSM5	ACY3	ADA2	ADAM28	ADAM9	ADAMTS17	ADAMTSL4-AS2	ADAP2	ADGRE4P	ADPGK	ADRB2	ADTRP	AGMAT	AIDAP2	AIF1	ALDH3B1	ALOX15B	ALOX5	ALOX5AP	ALPK1	AMPD3	ANKH	ANXA2R-AS1	ANXA4	AOAH	AP1B1	APBB1IP	APOBR	APOC1	APOC1P1	APOC4	APOE	ARHGAP12	ARHGAP15	ARHGAP25	ARHGAP27P1-BPTFP1-KPNA2P3	ARHGAP30	ARHGAP4	ARHGAP9	ARID5A	ARL11	ARL4AP5	ARL5C	ARRB2	ARRDC2	ARRDC5	ASTL	ATG7	ATP6V1B2	ATP8B4	AZIN2	B3GNT5	B4GALT1	BATF	BATF3	BCL2A1	BHLHE41	BIN1	BIN2	BIRC7	BLNK	BLVRB	BMP2K	BNC2	BTG2	BTK	C11orf21	C19orf38	C1QA	C1QB	C1QC	C2	C3	C3AR1	C5AR1	C5AR2	CACNA2D4	CAPG	CAPZB	CARD11	CARD14	CARD9	CASP1	CASP5	CASS4	CCDC200	CCDC88B	CCL2	CCR1	CCR3	CD14	CD163	CD180	CD226	CD274	CD28	CD300C	CD300LF	CD33	CD36	CD37	CD4	CD53	CD5L	CD68	CD69	CD74	CD83	CD84	CD86	CDCP1	CDKN1A	CDKN2A	CEACAM21	CEBPA	CEP250-AS1	CEP295NL	CFB	CFD	CH25H	CHI3L1	CHIT1	CIMAP1B	CLEC19A	CLEC7A	CLEC9A	CLECL1P	CNGA1	COL8A2	CORO1A	COX6CP17	CPA6	CPVL	CREG1	CRHBP	CRYBB1	CSF1	CSF1R	CSF2RA	CSF2RB	CSF3R	CTSB	CTSC	CTSL	CTSS	CTSZ	CX3CR1	CXCL16	CXCL8	CYBB	CYSLTR1	CYTH4	CYTIP	DAGLB	DAPP1	DEF6	DENND1C	DENND2D	DHRS9	DIAPH2	DIAPH2-AS1	DNASE2	DOCK2	DOCK4	DOCK8	DOCK8-AS2	DOK3	DPP4	DPP7	DPRXP4	DUSP29	EBI3	EDNRB-AS1	EEIG2	EGR2	EGR3	ELF4	ELL2	ENSG00000228427	ENSG00000230649	ENSG00000231204	ENSG00000233569	ENSG00000249631	ENSG00000249738	ENSG00000251314	ENTPD1	EPHA1-AS1	ERMAP	ERP27	EVI2B	FAM149A	FAM157A	FAM177B	FAM238A	FBXO40	FCER1G	FCGR1A	FCGR1BP	FCGR2A	FCGR2B	FCGR2C	FCGR3A	FERMT3	FFAR2	FGD2	FGL1	FMN1	FMNL1	FOLR2	FPR1	FTL	FYB1	GAA	GAB2	GAB3	GADD45B	GAL3ST4	GALNT6	GAPLINC	GASK1B-AS1	GBGT1	GBP2	GDPD4	GGTA1	GLDN	GLIPR1	GM2A	GNA15	GNB4	GOLGA8H	GP9	GPBAR1	GPNMB	GPR132	GPR183	GPR34	GPR84	GPRC5D-AS1	GYPC	H2BC11	H2BC18	H2BC4	H2BP2	HAVCR1	HAVCR2	HCK	HCLS1	HK2	HLA-DMA	HLA-DMB	HLA-F-AS1	HMGA1P4	HMGB1P21	HMOX1	HOMER3-AS1	HPGDS	HPSE	HRH1	HSD17B14	HSPA6	HTRA1	ICAM1	ICAM4-AS1	IFNGR1	IGF1	IGFLR1	IGSF6	IKZF1	IL10	IL10RA	IL12RB1	IL17RA	IL18	IL1A	IL1B	IL1RN	IL4I1	IL6	IL6R	IL6R-AS1	IL7R	IPCEF1	IRAG2	IRAK2	IRF5	IRF8	ITGAL	ITGAM	ITGAX	ITGB2	ITGB2-AS1	ITGB3	JAK3	KBTBD12	KCNJ5	KCNJ5-AS1	KCNK13	KCNK6	KCTD9P1	KIR3DX1	KPNA2P3	LACC1	LAG3	LAIR1	LAPTM5	LCP1	LCP2	LGALS3	LGMN	LILRA1	LILRA2	LILRA4	LILRA6	LILRB1	LILRB2	LILRB3	LILRB4	LILRB5	LIMASI	LINC-PINT	LINC00278	LINC00539	LINC00671	LINC00996	LINC01094	LINC01141	LINC01194	LINC01235	LINC01375	LINC01480	LINC01504	LINC01546	LINC01645	LINC01678	LINC01684	LINC01736	LINC01768	LINC01845	LINC01909	LINC02381	LINC02435	LINC02541	LINC02642	LINC02712	LINC02910	LINC02913	LINC02953	LINC02978	LINC02985	LINC03070	LNCAROD	LOC283299	LOXL2-AS1	LPAR5	LPCAT2	LRMDA	LRRC18	LRRC25	LRRC37A15P	LRRC39	LRRC74A	LRRK1	LST1	LY75	LY86	LY86-AS1	LY96	LYN	LYVE1	LYZ	MACORIS	MAF	MAFB	MAN2B1	MANBA	MAP3K5	MAP3K8	MAST3	MEFV	MEP1A	MEPE	MERTK	MFSD1	MILR1	MIR142HG	MIR222HG	MIR570	MITF	MKNK1	MMRN1	MNDA	MPEG1	MR1	MRO	MROCKI	MS4A14	MS4A4A	MS4A6A	MS4A7	MTND5P2	MX2	MYO1F	MYO7A	MYOZ2	NABP1	NCF4	NCK1-DT	NCKAP1L	NFAM1	NFATC1	NFATC2	NFKBID	NFKBIZ	NINJ1	NLRC4	NLRP3	NLRP4	NMRK1	NPL	NPM1P10	NRROS	OLR1	OSBPL11	OSCAR	OSM	OTUD1	P2RX1	P2RY12	P2RY13	P2RY6	P2RY8	P3H2	PAQR5-DT	PARP15	PARVG	PCED1B-AS1	PCK2	PDCD1LG2	PDE4DIPP7	PDK4	PDK4-AS1	PDYN-AS1	PIK3AP1	PIK3CD	PIK3CG	PIK3R5	PLA2G15	PLA2G7	PLBD1	PLCB2	PLCG2	PLCL2-AS1	PLD1	PLD4	PLEK	PLEKHA2	PLVAP	PLXDC2	PPARG	PPP1R2P4	PRAM1	PRKCD	PTAFR	PTCRA	PTER	PTGER4	PTGS1	PTPN6	PTPN7	PTPRC	PYCARD-AS1	RAB20	RAB39A	RAB3IL1	RABEP1	RAC2	RASAL3	RASGRP4	RASL10A	RBM47	RCN3	RENBP	RERE-AS1	RGL3	RGS1	RGS10	RGS18	RHBDF2	RHOH	RIN3	RN7SL105P	RN7SL138P	RN7SL172P	RN7SL297P	RN7SL32P	RN7SL834P	RNASE6	RNASET2	RNFT1-DT	RNU2-59P	RNU4-53P	RNU4-62P	RNU6-1228P	RNU7-29P	RNY4P34	RPH3AL-AS1	RPL6P8	RPS10-NUDT3	RPS23P6	RPS29P20	RTTN	RUBCNL	RUNX1	RXFP1	RYR1	S100A1	S100A4	S100A9	S100Z	SALL1	SAMSN1	SASH3	SCIMP	SCIN	SDS	SELL	SELPLG	SERPINA1	SERPINF1	SFMBT2	SGK3	SH3BP1	SIGLEC10	SIGLEC11	SIGLEC14	SIGLEC5	SIGLEC7	SIGLEC8	SIGLEC9	SKAP2	SLAMF6	SLC11A1	SLC15A3	SLC16A6P1	SLC17A9	SLC22A18	SLC25A24P1	SLC28A1	SLC29A3	SLC2A5	SLC37A2	SLC38A4	SLC5A9	SLC7A7	SLC9A9	SLFN11	SMAP2	SMIM35	SMPDL3A	SNAI3	SNX20	SNX29	SOCS6	SORL1	SP140	SPATC1	SPI1	SPN	SPNS3	SPP1	SPTLC3	ST14	STAT5A	STEAP1B	STEAP1B-AS1	STXBP2	STYXL2	SUCNR1	SULT1C5P	SUSD3	SYK	TAGAP	TAL1	TANGO2	TASL	TBC1D12	TBC1D22A	TBXAS1	TEC	TEP1	TEX14	TFCP2L1	TFEC	TLR1	TLR10	TLR2	TLR4	TLR5	TLR6	TLR7	TM6SF1	TMC8	TMCO4	TMEM106A	TMEM119	TMEM144	TMEM156	TMEM273	TMEM52B	TMEM86A	TMIGD2	TMIGD3	TNF	TNFAIP8L2	TNFRSF10C	TNFSF13B	TNFSF14	TNFSF18	TNFSF8	TRAF3IP3	TREM2	TREML1	TRIM22	TRPM2	TSPAN32	TXK	TXLNB	TYMP	TYROBP	UAP1L1	UCP2	ULK4P1	UNC13D	UNC93B1	VAV1	VSIG4	VWA7	WAS	WASHC5-AS1	WDFY4	WDR91	XACT	ZC3H12D	ZEB2-AS1	ZMYND15	ZNF503-AS1	ZNF710
DESCARTES_FETAL_CEREBELLUM_OLIGODENDROCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_OLIGODENDROCYTES	AGMO	APOD	ARC	ARHGEF3-AS1	ART3	ASB5	ASIC4	ASIC4-AS1	B3GNT7	BCAS1	BMP8B	C10orf90	CA10	CCDC26	CFHR5	CHAD	CLDN11	CMTM5	COL11A1	COL20A1	CYP2J2	DBX2	DCAF4L2	DMRT2	ENPP6	ENSG00000234173	ENSG00000236494	ERBB3	EYA1	FMO3	GAL3ST1	GALNT13	GALNT13-AS1	GDF6	GDNF	GDNF-AS1	GPR17	H1-9P	HAPLN1	HMGB1P29	HMX1	HR	KLRC2	KLRC3	KLRC4	KLRC4-KLRK1	KLRK1	KLRK1-AS1	KRT18P10	KRT18P11	LGR5	LHFPL3	LHFPL3-AS1	LINC00575	LINC00901	LINC00924	LINC01170	LINC01254	LINC01579	LINC01581	LINC01776	LINC01896	LINC02277	LINC02283	LINC02293	LINC02294	LINC02895	LINC03048	MAG	MIR219A2HG	MIR4307HG	MKRN9P	MOG	MROH9	MSC-AS1	MYBL1	MYRF	NBEAP2	NKX2-2-AS1	NOVA1-DT	NPAS1	NR0B1	NT5E	OLIG1	OLIG2	PCDH11Y	PCDH15	PCDH20	PDGFRA	PID1	PLAAT1	PLXNB3	PMP2	PPP2R2B-IT1	PRKCQ	PRKG2	PTCSC3	RLBP1	RNU6-687P	RNU6-994P	ROCR	RTP5	SCRG1	SLC44A1	SLPI	SNORA74D	SOX10	TMEM100	TMPRSS9	TNR	TNR-IT1	UGT8	VSX1	VXN	ZNF365
DESCARTES_FETAL_CEREBELLUM_PURKINJE_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_PURKINJE_NEURONS	ABCA17P	AIPL1	ANKRD33B	ANO1	AP1M2	API5P2	ARG1	ARHGEF33	ATP2B2-IT1	ATP2B2-IT2	CA8	CALB1	CDS1	COL24A1	COL6A5	COL6A6	CORIN	CYP4Z2P	DAB1	DCDC2C	EGOT	ENPP7P8	ENSG00000237843	ENSG00000254746	ENSG00000261090	ESRP1	ESRRB	FAM153CP	FGF19	FGF3	FOXP2	FOXP4-AS1	GNAT3	GPC3	GPR39	HS3ST2	HSPA12A	IFNG-AS1	IL1RAPL2	ITPR1	ITPR1-DT	KLF5	LINC00298	LINC00299	LINC00559	LINC01047	LINC01257	LINC01440	LINC01539	LINC01630	LINC01640	LINC02008	LINC02102	LINC02319	LINC02336	LINC02753	LINC03069	LOXL1-AS1	MED28P8	METTL21C	MIR4527HG	NDNF	NPSR1	PDE11A	PENK-AS1	POLR2DP2	POSTN	PPP1R2P5	PRMT8	PTGER3	RN7SL132P	RORA	RPL3P13	RPS20P5	RPS26P15	SEMA3E	SHH	SKOR2	SLC1A6	SLCO4C1	ST13P20	TAF4B	TDRD5	TRIM60P13	VIT	WNT16
DESCARTES_FETAL_CEREBELLUM_SLC24A4_PEX5L_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_SLC24A4_PEX5L_POSITIVE_CELLS	ALPK2	ANAPC1P1	ANKRD20A11P	C6	C8orf34	C8orf34-AS1	CLC	DCHS2	DDX50P2	DMBX1	ENSG00000226249	ENSG00000237720	ENSG00000258792	FNDC9	GOLT1A	GPR149	GRIN3A	HNF4G	HTR1E	IL31RA	KCNQ5	KLF2P2	L3MBTL4	LGI2	LINC01151	LINC01210	LINC01508	LINC01982	LINC02153	LIPN	LPA	MANCR	OPRD1	OTOF	PCP4L1	PEX5L	PEX5L-AS2	PHEX-AS1	PNMA6F	PPP3R2	PTPRK	RGS13	RNA5SP180	RNA5SP269	RNA5SP87	RNU6-1222P	SAMD5	SCN7A	SCUBE1	SLC24A4	TLL2	TRPC7	VSTM2A-OT1	ZFHX4-AS1	ZIM2-AS1	ZNF860	ZPLD1
DESCARTES_FETAL_CEREBELLUM_UNIPOLAR_BRUSH_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_UNIPOLAR_BRUSH_CELLS	ARSJ	CDH9	CHRM5	CHST9	CNGB1	COL13A1	DYNC1I1	ENSG00000228033	ENSG00000250378	ENSG00000259737	EOMES	FBXL21P	HTR5A	HTR5A-AS1	LECT2	LINC01885	LINC02032	LINC02932	LMX1A	MARK2P19	MID1	OTX2	OTX2-AS1	PCARE	QRFPR	RPGRIP1	RPH3A	RPS3P6	RSPO2	SLC27A6	SSBP3P1	TMEM237	TPBG
DESCARTES_FETAL_CEREBELLUM_VASCULAR_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBELLUM_VASCULAR_ENDOTHELIAL_CELLS	ABCB1	ABCC9	ABCG2	ABHD17A	ACE	ACTA2	ACTN4	ACVRL1	ADA	ADCY4	ADGRA2	ADGRF5	ADGRL4	ADM	ADORA2A	ADORA2A-AS1	AFAP1L1	AGRN	AHNAK	AIRE	ALDH3A1	ALS2CL	ALX4	ANAPC1P4	ANGPT2	ANGPTL4	ANO2	ANPEP	ANXA1	ANXA2R	APCDD1	APLN	APLNR	APOL2	APOL3	ARAP3	ARHGAP18	ARHGAP29	ARHGEF15	ASB9	ATP10A	ATP8B1	AURKAP2	AVPR1A	B3GNTL1P1	BCAM	BCL6B	BGN	BHLHE40	BSG	BTNL8	BTNL9	C16orf89	C1QTNF1	C1orf115	C1orf54	C20orf202	C2CD4B	C2orf83	C4orf3	C8orf58	CA2	CALD1	CALHM5	CAMTA1-IT1	CAPNS1	CARD10	CARD8-AS1	CARMN	CASP12	CASP4LP	CASTOR1	CAV1	CAV2	CAVIN1	CAVIN2	CAVIN3	CCDC102A	CCDC141	CCDC3	CCDC85B	CCDC86-AS1	CCM2L	CCN1	CCN2	CD109	CD19	CD248	CD27	CD300LG	CD320	CD34	CD79B	CD82	CD93	CDA	CDC42EP1	CDC42EP2	CDC42EP5	CDH5	CDH6	CDKN2B	CETP	CFH	CFP	CGNL1	CIMAP1D	CKMT2	CLDN5	CLEC11A	CLEC1A	CLEC2B	CLEC3B	CLIC5	CNN2	COBLL1	COL18A1	COL3A1	COL4A1	COL4A2	COL6A2	COX7A1	CRIP1	CRIP2	CRIPTO	CRYBB2	CRYBB3	CSAG1	CSRP1	CTSK	CXXC1P1	CYSLTR2	D21S2088E	DAAM2	DACT2	DBH	DCBLD1	DEGS2	DENND2C	DEPP1	DIPK2B	DLC1	DLL4	DOK4	DPEP1	DPPA4	DSP	DSP-AS1	DUSP6	ECE1	ECM1	ECSCR	EDN1	EDN3	EDNRA	EFEMP2	EFNA1	EGFL7	EHD2	EIF5AL1	EMCN	EMX2	EMX2OS	ENG	ENPEP	ENSG00000223786	ENSG00000235834	ENSG00000245008	ENSG00000257002	ENSG00000272243	EPAS1	EPHA2	EPN3	ERAP2	ERG	ERICH4	ERVH48-1	ERVMER34-1	ESAM	ETS1	EVA1B	EXOC3L1	F2RL1	F2RL2	F2RL3	FABP4	FAM110D	FAM124B	FAM43A	FENDRR	FGD5	FGR	FHL3	FILIP1	FKBP1A	FKBP9	FKBP9P1	FLT1	FLT4	FLVCR2	FMO1	FN1	FOSL2	FOXC1	FOXC2	FOXD1	FOXD1-AS1	FOXF1	FOXF2	FOXF2-DT	FOXL1	FOXL2	FOXQ1	FOXS1	FSTL1	FZD4	G6PC2	GADD45A	GASAL1	GATA2	GATA2-AS1	GBP1	GBP3	GBP4	GBP6	GCOM1	GGT5	GIMAP1	GIMAP6	GIMAP7	GIPC3	GJA4	GLRX5	GNG11	GPD1L	GPER1	GPR146	GPR4	GPRC5C	GRAP	HBA1	HBA2	HBB	HBG1	HBG2	HBZ	HEG1	HELZ2	HEMGN	HES1	HEYL	HIC1	HID1-AS1	HIGD1B	HLX	HOPX	HRCT1	HSPA12B	HSPD1P6	HSPG2	HTR1F	HTRA3	HYAL2	IAPP	ICA1-AS1	ICAM2	ID1	ID3	IFI27	IFI6	IFIT1	IFIT3	IFITM1	IFITM2	IFITM3	IGF2	IGFBP4	IGFBP7	IL1R1	IL32	INF2	IQGAP1	IQGAP2	IQSEC3-AS1	ISG15	ISM1	ITGA1	ITGA11	ITGA2-AS1	ITIH5	ITM2A	ITPR3	JAML	JCAD	JPH2	KANK3	KANK4	KCNE4	KCNJ2	KCNJ8	KDR	KIAA0040	KIF17	KIF26A	KL	KLF10	KLF13	KLF2	KLF4	KLK1	L1TD1	LAMB2	LAMC1	LAMC3	LATS2	LAYN	LCIIAR	LDLRAD2	LEF1	LEF1-AS1	LHX6	LINC00607	LINC00636	LINC00678	LINC00702	LINC00840	LINC00877	LINC01099	LINC01139	LINC01391	LINC01612	LINC01644	LINC02043	LINC02104	LINC02126	LINC02147	LINC02148	LINC02172	LINC02185	LINC02237	LINC02266	LINC02475	LINC02507	LINC02751	LINC02765	LINC02836	LINC02982	LINC03033	LMCD1	LMO2	LMOD3	LRRC32	LRRC55	LSR	LTF	LXN	LYPD3	MAP3K6	MAP4K2	MARVELD2	MATN3	MCAM	MECOM	MECOM-AS1	MEDAG	MELTF	MFSD2A	MFSD6L	MIR126	MIR3667HG	MIR4435-2HG	MIXL1	MMP25	MMRN2	MOB2	MOCS1	MSX1	MT1E	MT1X	MUSTN1	MYCBPAP	MYCT1	MYL12A	MYL12B	MYL9	MYLK2	MYO10	MYO1B	MYO1C	MYZAP	NACA2	NAMPTP1	NDUFA4L2	NHERF2	NIBAN2	NID1	NIP7	NKD2	NKX6-1	NODAL	NOS2	NOS3	NOSTRIN	NOTCH3	NOTCH4	NPAS2	NPIPB12	NPIPB4	NRARP	OAF	OAS2	OCEL1	OCLN	OLFML1	OLFML2A	OR51E1	OR9Q1	OSMR	P2RX5-TAX1BP3	P2RY14	PALMD	PAMR1	PCAT19	PCDH12	PCDH18	PCOLCE	PDGFB	PDGFRB	PDLIM1	PEAR1	PELO	PELO-AS1	PGF	PHLDB2	PHOSPHO1	PIM3	PINK1	PLAC9	PLEKHF1	PLOD1	PLS3	PLXDC1	PODXL	POLR2L	PPIC	PPP1R14A	PRELP	PRKCH	PRKCH-AS1	PRND	PROCR	PROSER2	PRR29	PRRG2	PRSS12	PRSS23-AS1	PRX	PTGDR2	PTGIR	PTH1R	PTMAP5	PTP4A3	PTPRB	QPCT	RAB11FIP5	RAB13	RAMP2	RASD2	RASIP1	RASL12	RBPMS	REM1	RFLNB	RGCC	RGS3	RGS5	RHOB	RHOC	RHOD	RLN2	RN7SL69P	RNU6-1045P	ROBO4	RP1	RPL17P21	RPLP0P2	RPS14P4	RPS14P5	RPS26P28	RRAS	RUNX3	S100A10	S100A16	S100P	S1PR3	S1PR5	SAMM50	SELE	SEMA3G	SERPINE1	SERPINH1	SERTAD1	SH2D3C	SH3TC2	SH3TC2-DT	SHANK3	SHC1	SHE	SHROOM1	SIGIRR	SLC12A7	SLC14A1	SLC16A1	SLC16A12	SLC1A4	SLC22A10	SLC26A2	SLC26A6	SLC2A1	SLC38A11	SLC38A2	SLC38A2-AS1	SLC38A3	SLC38A5	SLC39A10	SLC39A8	SLC3A2	SLC46A3	SLC52A3	SLC5A6	SLC6A12	SLC6A13	SLC7A1	SLC7A11	SLC7A5	SLC7A5P2	SLC9A1	SLCO1A2	SLCO1B1	SLCO2A1	SLFN12L	SLFN5	SMAGP	SMG1P2	SMG1P3	SMG1P4	SMIM10	SMTN	SNAI2	SOX17	SOX18	SOX7	SP6	SPAAR	SPARC	SPINK8	SRARP	SRPX2	ST6GALNAC1	ST6GALNAC4	STARD8	STC2	STOML3	STRA6	SULT1B1	SULT1E1	SYDE1	SYNM	TAGLN	TAGLN2	TAMALIN	TAX1BP3	TBX1	TBX18	TBX2	TBX2-AS1	TBX3	TBXA2R	TCEAL8	TCF15	TCF7	TCIM	TDRD1	TDRG1	TEAD4	TEK	TENT5C	TFRC	TGFB1I1	TGM2	THBD	THSD1	TIE1	TIMP1	TINAGL1	TM4SF1	TM4SF18	TM4SF18-AS1	TMEM125	TMEM204	TMEM37	TMEM45B	TMEM88	TMEM92	TNFAIP1	TNFAIP8L1	TNFRSF10A-DT	TNFRSF4	TNKS1BP1	TNN	TNXB	TPT1P15	TRGC1	TRPC6	TSC22D3	TTN	TUBB1	TWIST1	UACA	UCP1	UNC5B	UPB1	USHBP1	VAMP3	VAMP5	VANGL1	VIP	VSIG2	VWA1	VWA2	VWF	WFS1	WWP1-AS1	WWTR1	WWTR1-AS1	WWTR1-IT1	XIRP2	XPNPEP2	XRCC6P5	ZAP70	ZBTB42	ZNF366	ZNF503	ZNF503-AS2	ZNF792
DESCARTES_FETAL_CEREBRUM_ASTROCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_ASTROCYTES	ACSBG1	ADAMTS12	ADGB	AGT	AK7	ALDH1L1-AS2	ANKRD66	AQP4	ARHGEF26	BBOX1	BTBD17	C10orf105	C1QL4	C1orf87	CAPSL	CARM1P1	CATIP	CCDC198	CD38	CDHR4	CDK6-AS1	CFAP107	CFAP126	CFAP157	CFAP210	CFAP276	CFAP299	CFAP43	CFAP44	CFAP46	CFAP47	CFAP52	CFAP54	CFAP57	CFAP73	CFAP77	CFAP99	CIMAP3	CIMIP2C	CKAP2LP1	CLDN10	CLXN	COL22A1	COL27A1	COL2A1	CPXM2	CRNDE	CROCC2	CYP26B1	CYP26C1	DAW1	DDO	DNAAF1	DNAAF3	DNAH12	DNAH7	DNAH9	DNAI2	DNAI3	DNAI7	DNAJB13	DRC1	DRC7	DTHD1	E2F3P2	EFCAB12	EFEMP1	EFHD2-AS1	EGFR	ENSG00000188897	ENSG00000223504	ENSG00000226690	ENSG00000247193	ENSG00000259636	ENSG00000262999	ENTPD2	ESPN	ETNPPL	FAM181A	FAM181A-AS1	FAM216B	FAM81B	FANK1	FAP	FEZF1-AS1	FGFR3	FLNC	FOXB1	FOXJ1	FREM1	FRMPD2	FST	FYB2	GDPD2	GFAP	GJB2	GJB6	GLIS3	GMNC	GREB1L	HHIP	HKDC1	HOATZ	HOGA1	HS3ST3A1	HSD17B6	IDH2-DT	IL33	IL5RA	IRX3	IRX5	KCNE5	KIAA2012	KIF19	LGR6	LINC00446	LINC00689	LINC00698	LINC00844	LINC00880	LINC01014	LINC01088	LINC01354	LINC02253	LINC02552	LINC03109	LRIG1	LRRC10B	LRRC46	LRRC74B	LRRC9	MAP3K19	MKX	MORN5	MSTN	MSX2	NCKAP5-IT1	NEK2-DT	NEK5	NOG	OBI1-AS1	ODAD1	OTOG	PAX3	PCAT4	PDLIM3	PI15	PI16	PIH1D2	PIK3C2G	PIRT	PLA2G5	PLIN5	PPP1R42	PPP1R9A-AS1	PRR18	RFX2	RMDN2-AS1	RNF43	RNY1P5	RPE65	RPL31P54	RPL7AP16	RSPH1	RSPH4A	SERPINI2	SHISA3	SIRPB3P	SLC13A5	SLC25A48	SLC39A12	SLC47A2	SLC4A4	SNRPF-DT	SNX31	SPAG6	SPATA13	SPATA17	SRGNP1	TECTB	TEKT1	TEKT4	THBS3-AS1	TMEM190	TNC	TNFRSF11B	TOGARAM2	TPPP3	TSHR	TTC6	TTPA	UBXN10	USH1C	USP2-AS1	VCAM1	VIPR2	VWA3A	VWA3B	WARS2-IT1	WDR38	WDR49	WDR93	WFIKKN2	ZBBX	ZMYND10	ZNF474
DESCARTES_FETAL_CEREBRUM_EXCITATORY_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_EXCITATORY_NEURONS	ABCA15P	ALOX15	FABP7P1	FEZF2	GALNT5	GSCAR	HMGN1P14	IQCF3	ITPRID1	LINC01435	LINC01965	LINC02232	MPPED1	MTATP6P15	NAV2-AS2	NEUROD2	NPR3	PPEF1	PROKR1	RGS21	SATB2	SLC17A7	SLC26A4	SMIM34	TBR1
DESCARTES_FETAL_CEREBRUM_INHIBITORY_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_INHIBITORY_NEURONS	ARX	AVP	BMP3	BRS3	CCK	CENPS-CORT	CLRN1-AS1	CRABP1	DLX1	DLX2	DLX5	DLX6	DMBX1	DRD3	FNDC9	GPR6	HMGB1P47	HTR4	ISL1	ISL1-DT	KCNA1	LHX8	LINC01210	LINC01305	LINC01324	LINC01830	LINC02487	LRRC52-AS1	MME-AS1	NNMT	PAX2	PDYN	PTCHD4	RARB	RELN	RXRG	SCGN	SHOX	SIM1	SLC6A5	SLCO6A1	SP8	SYNPR	SYTL5	TAC3	TFAP2B	TFAP2D	TLE1-DT
DESCARTES_FETAL_CEREBRUM_LIMBIC_SYSTEM_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_LIMBIC_SYSTEM_NEURONS	BDNF	CHRNA2	CPNE4	CRH	CRTAC1	DMKN	ENSG00000227496	FSHR	GLB1L3	HACD1	HPSE2	HSD11B2	LINC00868	LINC01107	LINC01654	LINC01976	LINC02174	LINC02687	NTF3	NTS	OPRK1	OVCH2	PROX1-AS1	PTPN3	PYDC2-AS1	RMEL3	RNF220	RPL21P25	SAMD5	SH2D5	SLC17A6-DT	SYNE4	SYNPO2	TMEM215
DESCARTES_FETAL_CEREBRUM_MEGAKARYOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_MEGAKARYOCYTES	ABCA2	ABCB6	ABCC3	ABRACL	ACRBP	ADAD2	ADCYAP1	AHR	AK9	AKIRIN2	ALOX12	ANGPT1	ANO6	APOA1	ARHGAP6	ARL1	ARMCX5	ARPC1AP4	ASB1	ATG4D	ATP2A3	B9D2	BANK1	BAZ1A-AS1	BBC3	BBS12	BEND2	BMAL2-AS1	BTN3A2	C11orf21	C14orf178	C16orf92	C19orf48P	C1orf226	C2orf88	CALHM5	CALHM6	CAPN1-AS1	CASC8	CAVIN2	CAVIN2-AS1	CCDC120	CCDC61	CCER2	CCND3	CCNJL	CCRL2	CD200R1	CD226	CD55	CD58	CD6	CD69	CD96	CDC6	CDHR1	CDKN2AIP	CENPH	CENPT	CEP20	CEP44	CEP85	CFAP298-TCP10L	CFLAR-AS1	CHCHD7	CISH	CLDN4	CLEC12A	CMAHP	CMAS	CMTM5	CMTM6	CNST	COL6A3	CR1L	CSKMT	CTNNAL1	CTR9	CTSA	CXCL3	CXCL5	CYP1B1-AS1	CYP2T1P	DAPP1	DCAF12	DCAF4	DCLRE1A	DGKD	DHRS12	DIAPH1	DLG4	DMTN	DNM3OS	DOCK5	DOK2	DPP3-DT	DPYD-AS1	DUOX1	DUSP23	DYTN	E2F1	EFCAB13-DT	EGF	EHD3	ELMO1-AS1	ELOVL7	ENDOV	ENSG00000239482	ENSG00000246792	ENTPD5	ESS2	EXOC3L4	F11R	F13A1	F2RL3	FAM110A	FAM167A-AS1	FAM217B	FBXW10	FERMT3	FFAR2	FHL2	FLYWCH2	FOLR1	FUNDC1	FXYD5	GABRE	GAS2L1	GATA1	GFI1B	GGACT	GLYATL1	GMPR	GP1BA	GP6	GP9	GPR137	GPX1	GRAP2	GRM3-AS1	GTF2IP14	GTPBP2	GTPBP6	H1-2	H2AC11	H2AC15	H2AC6	H2BC15	H2BC20P	H2BC21	H3C4	HACD4	HAGHL	HAUS7	HCP5	HEMGN	HEXIM1	HHLA1	HMGB1P41	HOMEZ	HSD17B3	HYAL3	ICAM5	IER5L	IL21R	IL27RA	IQGAP2	IRAG1	IRF2BP1	IRS2	ITGA2B	ITGB3	IZUMO1	KCNA3	KCNC3	KCNJ4	KEL	KIAA0513	KLHL26	KLRD1	L3MBTL2-AS1	LANCL3	LARP6	LAT	LCA5	LEFTY1	LGALS12	LGALSL	LIG4	LINC00243	LINC00299	LINC00534	LINC00598	LINC00621	LINC00887	LINC00964	LINC00989	LINC01169	LINC01818	LINC02165	LINC02166	LINC02175	LINC02256	LINC02267	LINC02284	LINC02325	LINC02476	LIPC	LIPH	LRP12	LRRC71	LTBP1	LY6G6F	LYL1	MAB21L1	MAP1A	MARCHF2	MAX	MCTP2	MDM1	MEPCE	MFAP3L	MFSD2B	MFSD4B	MIR4453HG	MIR548XHG	MMRN1	MPIG6B	MPND	MPP7	MPST	MPZL3	MREG	MRPL27	MRTO4	MSH2-OT1	MTERF4	MTURN	MYL4	MYO18B	MYO1H	MYO3B	MYOM1	MZT1	NAP1L5	NBEAL2	NEK8	NENF	NEXN	NFATC2IP-AS1	NLRC5	NR5A1	NRGN	NT5C3A	NUDT16	NUP62CL	OCIAD2	OPLAH	OR2W3	OR7A5	OR7E14P	OXTR	P2RX1	PADI4	PCYT2	PDCD6P1	PDCL	PDGFA-DT	PDGFC	PELO-AS1	PF4	PGAM1P8	PHF13	PHF7	PIM1	PIP4P2	PIRAT1	PKHD1L1	PKN3	PLCD4	PLEK	PLPP7	PNMA8B	POC1B-GALNT4	PPBP	PPIF	PPP1R35	PPP4R1L	PRDM15	PRKAR2B	PRR29	PSMB8-AS1	PSTPIP2	PTCD2	PTCRA	PTGIR	PTGIS	QKILA	RAB27B	RAB37	RAD9A	RADIL	RAP1B	RAP2B	RASL11A	RASSF7	RBM38	RFK	RGS18	RHAG	RHCE	RHD	RHOF	RIPOR3	RITA1	RMND1	RN7SL749P	RNF141	RNF208	RNF215	RNU6-501P	RNY4P19	RORC	RPL17P9	RPL21P44	RPL37A-DT	RPUSD3	RRP1	RSPH14	RTL5	RUFY1	S100A4	SASS6	SCTR	SDC4	SDE2	SDHA	SEC14L5	SELP	SENCR	SERPINE3	SFT2D3	SH3BGRL2	SH3BP5-AS1	SH3BP5L	SH3TC2	SIAE	SIRT7	SKAP1	SLAMF6	SLC10A3	SLC35G5	SLC39A4	SLC44A3-AS1	SLC50A1	SLC66A1	SMIM12	SMIM15	SMIM5	SNHG6	SNPH	SPX	SRF	ST3GAL4	STK11	STOM	STON2	STRADB	STX11	SUPV3L1	SYDE2	SYS1-DBNDD2	SYTL4	TAF6	TALDO1	TAP1	TCEANC	TECR	TENT5C	TEPSIN	TESPA1	TFAP2E	TGFBRAP1	THBS1	THOC2	THOC5	THOC6	TIMM21	TJP2	TLN1	TMEM263	TMEM40	TMEM91	TMSB4Y	TNFAIP8	TNFRSF14-AS1	TNFSF4	TNNC2	TOMM34	TREML1	TRIM58	TSC22D4	TSPAN32	TSPAN33	TSPOAP1-AS1	TUBA4A	TUBB1	TUBGCP4	UBE2V1P1	UNC13D	UROD	USF1	VSIG10L	WASHC2A	WDR24	WFDC10B	WNT11	XK	ZBTB22	ZFP28	ZNF175	ZNF287	ZNF346	ZNF460-AS1	ZNF468	ZNF582	ZNF689	ZNF770	ZNF792	ZNG1C	ZSCAN25
DESCARTES_FETAL_CEREBRUM_MICROGLIA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_MICROGLIA	ABCC13	ACP3	ACSM5	ACY3	ADA2	ADAM28	ADAMTSL4-AS2	ADAP2	ADPGK	ADRB2	AIDAP2	AIF1	ALDH1A3-AS1	ALDH3B1	ALOX15B	ALPK1	AMPD3	ANXA2R-AS1	AOAH	AOAH-IT1	AP1B1	APBB1IP	APOBR	APOC1	APOC1P1	APOC4	ARHGAP12	ARHGAP15	ARHGAP24	ARHGAP27P1-BPTFP1-KPNA2P3	ARHGAP30	ARHGAP9	ARL11	ARL4AP5	ARL5C	ARRB2	ARRDC5	ASTL	ATG7	ATP8B4	B3GNT5	B4GALT1	BATF	BATF3	BCL2A1	BHLHE41	BIN1	BLNK	BLVRB	BNC2	BVES	BVES-AS1	C12orf75	C19orf38	C1QA	C1QC	C2	C5AR1	C5AR2	CACNA2D4	CALCB	CAPG	CARD11	CARD14	CARD9	CASP1	CASP5	CCDC200	CCDC88B	CCR1	CCR3	CD163	CD180	CD28	CD300LF	CD33	CD37	CD4	CD48	CD5L	CD68	CD74	CD83	CD86	CDKN2A	CDKN2B-AS1	CEACAM21	CEBPA	CEP250-AS1	CEP295NL	CH25H	CHEK2	CHI3L1	CHIT1	CHORDC1P4	CLEC17A	CLEC19A	CLEC7A	CLEC9A	COL6A4P2	COL8A2	CORO1A	COX6CP17	CPVL	CREG1	CRYBB1	CSF1	CSF1R	CSF2RA	CSF2RB	CSF3R	CTSB	CTSC	CTSS	CX3CR1	CXCL16	CYBB	CYSLTR1	CYTH4	CYTIP	DDX43	DENND1C	DENND2D	DHRS9	DIAPH2	DOCK2	DOCK4	DOCK8	DOCK8-AS1	DPRXP4	DUSP29	EBI3	EDNRB-AS1	EGR2	EGR3	ELL2	EML4-AS1	ENSG00000228427	ENSG00000230649	ENSG00000231204	ENSG00000249631	ENSG00000249738	ENTPD1	ERMAP	ERP27	EVI2B	EXPH5	FAM238A	FBXO34-AS1	FCAR	FCGR1A	FCGR1BP	FCGR2C	FCGR3A	FGD2	FGF20	FGL1	FMN1	FMNL1	FOLR2	GAB3	GAL3ST4	GALNT6	GAPT	GBGT1	GBP2	GCLC	GCNT2	GDPD4	GGTA1	GLDN	GLIPR1	GNB4	GNG7	GOT2P7	GPBAR1	GPN3	GPNMB	GPR132	GPR183	GPR34	GPR65	GPR84	GPRC5D	GSN-AS1	GTSF1	GYPC	H2BC18	H2BC4	H2BP2	HAMP	HAVCR1	HAVCR2	HCLS1	HFE	HGF	HISLA	HK2	HK3	HLA-DMB	HMGA1P4	HMGB1P21	HMOX1	HOMER3-AS1	HPGDS	HRH1	HSPA6	IFI30	IGFLR1	IGSF10	IL10	IL12RB1	IL13RA1	IL17RA	IL18	IL1A	IL1B	IL1RN	IL6R-AS1	IL7R	IPCEF1	IRF4	IRF5	IRF8	ITGAD	ITGAL	ITGAM	ITGAX	ITGB2	ITGB2-AS1	KCNJ5-AS1	KCNK13	KIR3DX1	KPNA2P3	LAIR1	LAT2	LGALS3	LGMN	LILRA1	LILRA2	LILRA4	LILRA6	LILRB1	LILRB1-AS1	LILRB2	LILRB3	LILRB4	LILRB5	LIMASI	LINC-PINT	LINC00278	LINC00539	LINC00649	LINC00671	LINC00996	LINC01141	LINC01160	LINC01235	LINC01375	LINC01480	LINC01504	LINC01645	LINC01678	LINC01684	LINC01736	LINC01768	LINC01845	LINC01909	LINC02109	LINC02117	LINC02381	LINC02611	LINC02642	LINC02712	LINC02798	LINC02910	LINC02913	LINC02953	LINC02985	LINC03002	LINC03070	LNCAROD	LPCAT2	LPIN2	LRMDA	LRRC18	LRRC25	LRRC39	LRRK1	LY75	LY86	LY86-AS1	LY96	LYVE1	LYZ	MAF	MANBA	MAP3K5-AS1	MAST3	MEFV	MEP1A	MEPE	MERTK	MGAT4A	MILR1	MKNK1	MKNK1-AS1	MNDA	MORC1	MPEG1	MR1	MRC1	MROCKI	MRPL42P6	MS4A14	MS4A4A	MS4A6A	MS4A7	MTAPP2	MYO1A	MYO1F	MYO1G	MYO7A	MYOZ2	NAIP	NCF1	NCF2	NCF4	NFAM1	NFATC2	NFKBID	NINJ1	NLRC4	NPL	NPM1P10	OAS1	OSBPL11	OSCAR	OSM	OTULINL	P2RX4	P2RY12	P2RY13	P2RY6	P2RY8	P3H2	PARVG	PCED1B-AS1	PCK2	PDCD1	PDCD1LG2	PDE4DIPP3	PDE4DIPP7	PDK4	PDXP-DT	PDYN-AS1	PFDN1P1	PIK3AP1	PIK3R5	PLA2G7	PLCG2	PLD1	PLD4	PLVAP	PNPT1P1	POM121B	PPARG	PPP1R2P4	PPT1	PRAM1	PRR13P5	PRRG4	PTER	PTPN22	PTPRN2-AS1	RAB20	RAB39A	RAB42	RAP1A	RASGRP4	RBM47	RCN3	RGL3	RGS1	RIN3	RN7SL138P	RN7SL172P	RN7SL297P	RN7SL368P	RN7SL834P	RNASE6	RNF149	RNPS1P1	RNU2-63P	RNU4-62P	RNU5E-1	RNU7-181P	RNU7-29P	RPA4	RPH3AL-AS1	RPL34P19	RPL7AP42	RPS10-NUDT3	RPS15AP29	RPS23P6	RPS6KA1	RTTN	RUNX2	RYR1	S100A1	S100A8	S100A9	S100Z	SAMSN1	SASH3	SCIN	SELPLG	SERPINA1	SERPINB9P1	SERPINF1	SFMBT2	SHISAL2A	SIGLEC10	SIGLEC11	SIGLEC14	SIGLEC16	SIGLEC5	SIGLEC8	SIRPB1	SLC11A1	SLC15A3	SLC17A9	SLC25A24P1	SLC28A1	SLC29A3	SLC2A5	SLC37A2	SLC38A4	SLC39A13-AS1	SLC47A1	SLC7A7	SLC9A9-AS1	SLFN11	SLFN13	SMAP2	SMC1B	SMIM35	SNORD11	SNORD89	SNRPD2P1	SNX29	SOCS6	SOWAHD	SP140	SPATC1	SPI1	SPNS3	SPP1	SPTLC3	ST13P15	ST14	STEAP1B	STEAP1B-AS1	STYXL2	SUCNR1	SULT1C2	SYNDIG1	SYT6	SYT9-AS1	TAGAP	TASL	TBC1D12	TFCP2L1	TFEC	TLR1	TLR2	TLR3	TLR4	TLR5	TLR7	TMC8	TMCO4	TMEM106A	TMEM144	TMEM156	TMEM273	TMEM52B	TMEM86A	TMIGD2	TMIGD3	TNFAIP8L2	TNFRSF11A	TNFSF13	TNFSF18	TNFSF8	TRAF3IP3	TREM1	TREM2	TRIM22	TRIM34	TRIM50	TRPM2	TRPM2-AS	TYMP	TYROBP	UAP1L1	UNC93B1	VAV1	VSIG4	WDFY4	WFDC8	XACT	ZC3H12D	ZMYND15	ZNF710	ZNF812P
DESCARTES_FETAL_CEREBRUM_OLIGODENDROCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_OLIGODENDROCYTES	AGMO	APOD	ASIC4	ASIC4-AS1	ATP13A5-AS1	BCAS1	BMP8B	CHAD	CHRM3	CHRM3-AS2	CLDN11	COL20A1	CTB-1I21.1	DCAF4L2	DMRT2	ENPP6	ENSG00000230615	ENSG00000234173	ENSG00000236494	ERBB3	FA2H	FCRLA	GAL3ST1	GDF6	GDNF	GDNF-AS1	GJB1	GPR17	H1-9P	HMX1	KLRC2	KLRC3	KLRC4	KLRC4-KLRK1	KLRK1	KLRK1-AS1	KRT18P10	LHFPL3	LINC00237	LINC01170	LINC01254	LINC01561	LINC02199	LINC02283	LINC02895	LINC03048	MAG	MATN1	MIR219A2HG	MMP16	MOBP	MOG	MYRF	MYT1	NBEAP2	NKX2-2	NOVA1-DT	NR0B1	NT5E	OLIG1	OLIG2	PCDH15	PDGFRA	PLAAT1	PLPP4	RN7SL795P	RNU6-564P	RNU6-687P	RNU6-994P	SCRG1	SOX10	SSTR1	TENT5B	TMEM212	TMEM235	TNR	TNR-IT1	UGT8	VSX1	ZNF365
DESCARTES_FETAL_CEREBRUM_SKOR2_NPSR1_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_SKOR2_NPSR1_POSITIVE_CELLS	ABCA17P	ADGRL2	AIPL1	API5P2	ARG1	ARHGEF33	ATP2B2-IT1	ATP2B2-IT2	BSPH1	CA8	CALB1	CFTR	CHRNA3	COL6A5	COL6A6	CORIN	DAB1-AS1	DNAJC5G	EBF3	ENSG00000229588	ENSG00000234953	ENSG00000237843	ENSG00000254394	ESRRB	FAM153A	FAM153CP	FGF19	FGF3	FOXP4	FOXP4-AS1	GNAT3	GPC3	HAR1A	HS3ST2	HSPA12A	IL1RAPL2	ITPR1	KCTD8	KCTD9P2	LIN28AP2	LINC00353	LINC00559	LINC01047	LINC01108	LINC01440	LINC01630	LINC02336	LINC02458	LINGO3	MED28P8	NDNF	NGFR	NPSR1	PCP4	PDE11A	PDE11A-AS1	PDE1C	POLR2DP2	POSTN	PPP1R2P5	PRMT8	PROP1	PTGER3	RNA5SP51	RNU6-1131P	RNU6-1175P	RORA	RORA-AS2	RSU1P3	SKOR1	SKOR1-AS1	SKOR2	SLC18A3	SPINT1	SPINT1-AS1	ST13P20	SUDS3P1	SYT2	TAF4B	TDRD5	TFAP2A	TFAP2A-AS1	TRIM54	TRIM60P13	TRPC3	WDR95P	WNT16	YBX2P1	ZNF385D	ZNF385D-AS2
DESCARTES_FETAL_CEREBRUM_VASCULAR_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_CEREBRUM_VASCULAR_ENDOTHELIAL_CELLS	A4GALT	AADACP1	ABCA4	ABCA9	ABCB1	ABCC9	ACE	ACTA2	ACTN4	ACVRL1	ADA	ADCY4	ADGRF5	ADGRF5-AS1	ADGRL4	ADM	ADORA2A	ADORA2A-AS1	ADORA2B	AFAP1L1	AGRN	AHNAK	ALDH3A1	ALX3	ALX4	ANAPC1P4	ANGPT2	ANGPTL4	ANPEP	ANXA1	AOC3	APLN	APLNR	APOL3	APOL4	ARAP3	ARF6	ARHGAP29	ARHGEF15	ARHGEF35-AS1	ASB9	ATP10A	ATP5MC3	ATP8B1	AURKAP2	AVPR1A	B3GNTL1P1	BCAM	BET1P1	BGN	BTNL8	BTNL9	C11orf96	C1QTNF1	C1QTNF12	C1orf115	C1orf54	C20orf202	C2CD4B	C4orf3	C8orf58	CALHM2	CAMTA1-IT1	CARD10	CARD8-AS1	CARMN	CASP12	CASP4LP	CAV1	CAV2	CAVIN1	CAVIN3	CBX2	CCDC141	CCDC3	CCDC85B	CCDC86	CCDC86-AS1	CCM2L	CCN2	CD109	CD19	CD248	CD27	CD300LG	CD320	CD34	CD79B	CD93	CDA	CDC42EP1	CDC42EP2	CDC42EP5	CDH5	CDH6	CDK2AP2	CDKN2B	CETP	CFH	CFP	CGNL1	CIMAP1D	CLEC11A	CLEC14A	CLEC1A	CLEC2B	CLEC3B	CLIC2	CLIC5	COBLL1	COL18A1	COL1A2	COL3A1	COL4A1	COL4A2	COL4A2-AS2	COL6A2	COX4I2	CRIP1	CRIP2	CRIPTO	CRYBB3	CSAG1	CSTB	CTSK	CXCL12	CXXC1P1	CYP51A1P2	CYSLTR2	CYYR1	D21S2088E	DACT2	DCN	DDT	DEGS2	DEPP1	DIPK2B	DKK1	DLC1	DLL4	DNASE1L3	DOCK6	DPEP1	DSP	DSP-AS1	DUSP6	DYSF	ECSCR	EDN1	EDN3	EDNRA	EEF1A1P5	EFNA1	EHD2	EIF3I	ELK1	EMCN	EML3	ENSG00000223786	ENSG00000233461	ENSG00000235834	ENSG00000258926	ENSG00000269155	ENSG00000271380	ENSG00000272243	EOGT	EPAS1	EPHA2	ERG	ERVH48-1	ERVMER34-1	ETS1	EVA1B	EXOC3L1	F2RL1	F2RL2	FABP4	FAM110D	FAM124B	FAM162B	FAM43A	FCHO2-DT	FENDRR	FGD5	FGR	FHL3	FILIP1	FLT4	FLVCR2	FLVCR2-AS1	FMO1	FN1	FOSL2	FOXC1	FOXC2	FOXD1-AS1	FOXF1	FOXF2	FOXF2-DT	FOXL1	FOXL2	FOXO4	FOXQ1	FOXS1	FRK	FRZB	FSTL1	FZD4	FZD6	GATA2	GATA2-AS1	GBP6	GGT5	GIMAP1	GIMAP4	GIMAP6	GIMAP7	GJC2	GPER1	GPR4	GPRC5C	GRAP	HBA2	HBB	HEG1	HELZ2	HEYL	HIC1	HID1-AS1	HIGD1B	HMCN1	HMGB1P39	HMGN1P13	HRCT1	HSPA12B	HSPB1	HSPD1P6	HTR1F	HTRA3	HYAL2	ICA1-AS1	ICAM3	ID1	ID3	IFI27	IFI6	IFIT3	IFITM1	IFITM3	IGF2	IGFBP1	IGFBP4	IGFBP7	IL10RB-DT	IL17B	INS-IGF2	IQSEC3-AS1	ISG15	ISM1	ITGA1	ITGA11	ITGA2-AS1	ITGA4	ITIH5	ITM2A	ITPR3	ITPRID2-DT	JAG2	JAML	JCAD	JPH2	KANK3	KANK4	KCNE4	KCNJ2	KCNJ8	KDR	KIF26A	KLF10	KLF11	KLF2	KLF4	L1TD1	LAMB2	LAMC1	LAMC3	LAYN	LCIIAR	LDLRAD2	LEF1	LEF1-AS1	LGALS1	LIMS2	LINC00607	LINC00636	LINC00840	LINC00877	LINC01132	LINC01139	LINC01391	LINC01612	LINC01644	LINC02043	LINC02058	LINC02091	LINC02126	LINC02147	LINC02148	LINC02172	LINC02208	LINC02266	LINC02507	LINC02512	LINC02751	LINC02765	LINC02836	LINC02982	LINC03033	LMCD1	LMO2	LMOD3	LRRC32	LRRC55	LSR	LTF	LUM	LURAP1L	LYPD3	MAP3K6	MCAM	MDP1	MECOM	MECOM-AS1	MEDAG	MEGF6	MELTF	MIR126	MIXL1	MMRN2	MOB2	MOCS1	MPZL2	MRPL17	MSMP	MSX1	MT1E	MT1F	MT1X	MT2A	MTCO2P12	MUSTN1	MXRA5	MYD88	MYL12-AS1	MYLK2	MYO10	MYOM2	MYZAP	NAALADL1	NAMPTP1	NHERF2	NHSL2	NIBAN2	NIP7	NKD2	NKX3-2	NODAL	NOP10	NOS3	NOSTRIN	NOTCH3	NOTCH4	NPIPB3	NPIPB4	NQO1	NRARP	NTRAS	NUP153-AS1	OAS2	OAS3	OCEL1	OCLN	OLFML1	OLFML2A	OR2A1-AS1	OR51E1	OSMR	PART1	PCAT19	PCBD1	PCDH1	PCDH12	PCDH18	PCOLCE	PDE6G	PDGFRB	PGF	PHETA2	PHLDA2	PHLDB2	PIM3	PLAC9	PLEK2	PLEKHF1	PLOD1	PLXDC1	PPIC	PPM1H	PRELID1	PRELP	PREX2	PRKCH	PRKCH-AS1	PRND	PROCR	PRX	PTGDR2	PTH1R	PTPRB	QPCT	RASAL2-AS1	RASD2	RASL12	RBP1	RBPMS	RELA	RGCC	RGS3	RGS5	RHBDL2	RHOB	RHOC	RHOD	RIN1	RN7SL69P	RNU6-880P	ROBO4	ROM1	RP1	RPL10AP2	RPL12P4	RPL13P12	RPL17P21	RPL41P2	RPL7P23	RPS14P4	RPS14P5	RPS26P28	RPS28	RPS28P7	RPSAP11	RRAGA	RRAS	RTL8B	RUNX3	S100A10	S100A16	S100P	S1PR3	S1PR4	S1PR5	SAMM50	SELE	SEMA3G	SEPTIN4-AS1	SERPING1	SERPINH1	SH2D3C	SH3TC2-DT	SHROOM1	SIGIRR	SIK1	SIX1	SLC12A7	SLC14A1	SLC16A1	SLC16A4	SLC22A10	SLC2A1	SLC30A1	SLC38A11	SLC38A2-AS1	SLC38A3	SLC39A10	SLC39A8	SLC40A1	SLC51B	SLC52A2	SLC52A3	SLC5A4	SLC5A6	SLC6A12	SLC6A13	SLC7A1	SLC7A5	SLC7A5P2	SLCO1A2	SLCO2A1	SLFN12L	SLFN5	SMAGP	SMG1P2	SMG1P3	SMIM10	SNAI2	SNHG18	SNRPB	SOCAR	SOCS1	SOCS3	SOX17	SOX18	SOX7	SP6	SPAAR	SPARC	SPINK8	SPON2	SPTA1	SRARP	SRPX2	ST6GALNAC1	ST6GALNAC4	STAP2	STARD8	STC2	STRA6	SULT1B1	SULT1E1	SYDE1	SYNM	TAGLN	TBX1	TBX15	TBX18	TBX2	TBX2-AS1	TCEAL9	TCF15	TCF7	TCIM	TDRD1	TEK	TFRC	TGM2	THBD	THSD1	TIE1	TINAGL1	TM4SF1	TM4SF18	TM4SF18-AS1	TMC4	TMEM141	TMEM176B	TMEM200B	TMEM204	TMEM37	TMEM45B	TMEM88	TMEM92	TNFAIP1	TNFRSF10A-DT	TNFRSF4	TNFSF15	TNKS1BP1	TNN	TNXB	TPT1P15	TRGC1	TRGC2	TTN	TWIST1	UACA	UBL4B	UNC5B	USHBP1	VAMP5	VDAC2P5	VEGFC	VWA1	VWA2	WASF4P	WDR86-AS1	WWTR1	WWTR1-IT1	XPNPEP2	XRCC6P5	ZAP70	ZBTB42	ZNF366	ZNF436	ZNF503	ZNF593OS	ZNF703
DESCARTES_FETAL_EYE_AMACRINE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_AMACRINE_CELLS	C1QL2	GABRG1	LGALS13	LINC01222	MCHR2-AS1	MEIS2	NPY	OFCC1	RN7SKP76	TFAP2E
DESCARTES_FETAL_EYE_ASTROCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_ASTROCYTES	ADAMTS3	ALDH1L1	AQP4	CDC20B	CLEC18B	CLYBL	CST3	CTXND1	DCLK1	EHBP1-AS1	ENSG00000243620	FMO1	FXYD2	GFAP	GINS3	HMCN2	KCNJ16	KCNMB2	LINC02231	LINC02935	LMO3	MIDEAS-AS1	MIR4300HG	MLC1	NFIA-AS2	NKX6-1	PAX2	PAX5	PAX8	PLAAT5	RBM20	RIMS4	SCRG1	SOX3	TNC	TNFRSF11B	WIF1	ZIC1	ZIC4
DESCARTES_FETAL_EYE_BIPOLAR_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_BIPOLAR_CELLS	CA10	ENSG00000227863	ENSG00000228566	GABRA5	GABRR1	GABRR3	GLRA1	GNL2P1	GRIK1	GSG1	HHIP	IGSF21	KCNMA1-AS1	KIRREL2	LACTBL1	LINC02821	LINC03098	NETO1	NETO1-DT	SERTM1	SSTR2	TACR3	TAFA4	TMEM215	VSX1	ZNF804B	ZPBP
DESCARTES_FETAL_EYE_CORNEAL_AND_CONJUNCTIVAL_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_CORNEAL_AND_CONJUNCTIVAL_EPITHELIAL_CELLS	A4GALT	ABHD11	ACSM3	ADGRF1	ADIRF	ADRB1	AGA	AGR2	AGR3	AGTRAP	ANKRD35	ANXA1	ANXA3	APOBEC3A	AQP3	ASPG	ASS1	ATF3	ATP12A	B3GNT3	B4GALT5	BBOX1	BCAS1	BIK	BSPRY	C19orf33	C1orf116	C6orf132	CAPN13	CAPNS2	CCL28	CD55	CD82	CD9	CDKN2A	CDKN2B	CEACAM6	CFB	CHI3L1	CHMP2A	CLCF1	CLDN1	CLDN3	CLDN4	CLDN7	CLIC3	CP	CRIP1	CX3CL1	CXCL1	CXCL14	CXCL17	CXCL8	CYB561	CYP2F1	CYP4B1	DSC3	DSP	EFCAB15P	EHF	ELF3	ENC1	ENPP5	EPCAM	EPS8L1	EPS8L2	ERBB2	ESRP2	EVPL	EXPH5	F2RL1	F3	FAM3D	FAM83A	FAM83H	FHL1P1	FOXA1	FXYD3	GABRP	GADD45B	GALNT4	GBP3	GCNT3	GDF15	GFUS	GGT6	GJB2	GPC1-AS1	GPR108	GPR87	GPRC5A	GRHL2	H19	H2AJ	HDAC11	HEBP2	HOPX	IER2	IER3	IER3IP1	IGIP	IKZF2	IL1R1	IL1RN	IRF2BP1	ITPKC	JUNB	KCNE3	KCP	KRT13	KRT15	KRT18	KRT19	KRT23	KRT4	KRT5	KRT7	KRT8	LCN2	LGALS3	LINC01019	LINC01484	LIPH	LITAF	LY6E	LYPD2	LYPD3	MACC1	MAFF	MAL2	MCL1	MGST1	MHENCR	MMEL1	MPZL2	MSLN	MUC1	MUC15	MUC16	MUC20	MUC4	MUC5B	MYCL	MYH14	NANS	NDUFA2	NECTIN4	NFKBIA	NHERF1	NHP2	NHSL3	NR2F6	NR4A2	PERP	PIGR	PKP1	PLA2G2A	PLAAT4	PLAC8	POLR2J3	PPDPF	PPP1R3B	PRSS22	PRSS8	PSCA	PSD4	RAB11FIP1	RAB25	RARRES1	RASSF7	RHOV	RNPEPL1	S100A6	S100A8	S100A9	S100P	SCEL	SCGB1A1	SCGB3A1	SDC1	SDC4	SDR16C5	SECTM1	SERINC2	SERPINA1	SERPINB1	SERPINB2	SFN	SH2D4A	SLC16A5	SLC30A4-AS1	SLC34A2	SLC35C1	SLC44A4	SLPI	SMIM22	SMIM5	SPATA2	SPINT1	SPINT2	SPRR1B	SPRR3	ST14	ST6GALNAC1	STAP2	STARD10	STEAP4	SYT8	SYTL1	SYTL2	SYTL5	TACSTD2	TEX101	TFF3	TINCR	TJP3	TLR5	TMC4	TMC5	TMEM184A	TMEM191A	TMEM30B	TMEM54	TMPRSS2	TMPRSS4	TNFSF15	TRIM29	TSPAN1	TSTD1	TTC22	UBXN10	UPK1B	UPK2	VAMP8	VSIG2	VTCN1	WFDC2	WFDC21P	WNT4	ZDHHC12	ZNF629	ZNF689	ZNF703	ZNF750
DESCARTES_FETAL_EYE_GANGLION_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_GANGLION_CELLS	AKAIN1	B4GALNT1	C1QTNF1-AS1	C4orf50	CEND1	CHRNA6	CHRNB3	CLEC2L	DDX50P2	ENSG00000271776	EOMES	FNDC9	GAP43	GPR139	GPR149	GRASLND	IL12A	IL1RL2	INA	IRX4	ISLR2	KIF5A	LGI3	LINC00348	LINC01014	LINC01606	LINC02118	LINC02217	LINC02505	LRRC73	MTUS2-AS2	NRN1	OBI1-AS1	OPN4	P2RX3	POU4F1	POU4F2	PRPH	RAB37	RN7SL164P	RPL31P54	SLC17A6	SLC17A6-DT	SYNGR3	SYT2	SYT5	TFAP2D	TMEM163	TMEM74	TUBBP5
DESCARTES_FETAL_EYE_HORIZONTAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_HORIZONTAL_CELLS	ANKK1	ARHGAP26-IT1	CACNG3	DRD2	ENSG00000259203	ESRRB	FRMPD4	IL12A-AS1	LINC02155	LINC02740	LINC02842	MEGF11	MRPL37P1	NDST3	NTRK1	ONECUT1	ONECUT2	ONECUT3	PMFBP1	TMPRSS9	TNR	TNR-IT1
DESCARTES_FETAL_EYE_LENS_FIBRE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_LENS_FIBRE_CELLS	ADRA1B	ARSI	BFSP1	BFSP2	BHMT	BIRC7	CAMK2A	CAPRIN2	CARD14	CCDC169	CERK	CHRNA2	COL4A6	CRMA	CRYAA	CRYBA1	CRYBA2	CRYBA4	CRYBB1	CRYBB2	CRYBB3	CRYGA	CRYGB	CRYGC	CRYGD	CRYGEP	CRYGS	DNMBP	DRG1P2	EFCAB8	ENSG00000251314	F12	FBXL21P	GACAT3	GJA3	GJA8	GSS	HIF1A-AS3	HMSD	HSPA6	HTR1E	KMO	LCTL	LGSN	LIM2	LINC00519	LINC01170	LINC01339	LINC01440	LINC01885	LINC02024	LINC02160	LINC02367	LINC02413	LINC02624	LINC02698	LINC02763	LINC03051	LNPK	LSAMP	MBOAT1	ME1	MED12L	MIP	MIR193BHG	MYO18A	NEURL2	NOCT	NREP-AS1	P3H2-AS1	PALM2AKAP2	PIP5KL1	PITHD1	PITX3	PLEKHG7	RAB39A	RMST	RNU5E-8P	RSPO4	SLC24A2	SLC27A6	SORD	SOX1	SQOR	TDH	TIMELESS	TMEM114	TRPM8	UPP1	VIT	WNT7A	ZNF778-DT
DESCARTES_FETAL_EYE_MICROGLIA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_MICROGLIA	ADAM28	ADAP2	ADCY7	AOAH	APBB1IP	ARHGAP15	ARHGAP22	ARHGAP25	ARHGAP30	ATP8B4	AZIN2	BANK1	C1QA	C1QB	C1QC	CARD11	CCDC26	CCL2	CD14	CD163L1	CD247	CD37	CD74	CD83	CD84	CDCA5	CLEC7A	CLPB	CRAT37	CSF1R	CSF2RA	CSF3R	CX3CR1	CYBB	CYSLTR1	CYTH4	DOCK11	DOCK2	DOCK8	EFCAB14-AS1	EGR3	ELF4	F13A1	FBP1	FGD2	FGD3	FMNL1	FYB1	GAL3ST4	GAS6-AS1	GLIPR1	GMIP	GPR183	GPR34	HCK	HLA-DMA	HLA-DPA1	HLA-DRA	HLA-DRB1	HPGDS	IKZF1	IL10RA	IL6R	INPP5D	IPCEF1	IRAG2	IRF8	ITGAL	ITGAM	ITGB2	ITPR2	JAK2	KBTBD8	KCNK13	KLRK1-AS1	LAPTM5	LAT2	LCP1	LGMN	LINC02642	LINC02712	LINC02798	LPCAT2	LRRC43	LRRK1	LY86	LYVE1	MAST3	MERTK	MIOS	MKNK1	MS4A6A	MS4A7	MYO1F	NAIP	NCF2	NCKAP1L	NRROS	OLR1	P2RY12	PIK3AP1	PIK3R5	PLD4	PLEK	PLK3	PRAM1	PTAFR	PTPN22	PTPRC	RAB20	RASGEF1C	RELL2	RGS1	RHBDF2	RHOH	RNASET2	RUNX1	RUNX2	S100Z	SCIN	SIGLEC10	SKAP1	SLC7A7	SLC9A9	SLCO2B1	SMAP2	SMIM35	SP140	SPI1	SPN	SPP1	SRGAP2C	ST6GAL1	STAB1	TBXAS1	TFEC	TIGD4	TLR2	TMEM106A	TMEM144	TRAF3IP3	TRMT44	TRPM2	TSPOAP1-AS1	TXK	VAV1	VSIG4	WDFY4	WHAMMP4	XACT	YES1P1	ZFYVE19
DESCARTES_FETAL_EYE_PDE11A_FAM19A2_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_PDE11A_FAM19A2_POSITIVE_CELLS	ADAMTS16-DT	ANKRD20A4P	ANKRD20A8P	CHAT	ENSG00000188897	ENSG00000262999	FAM163A	FEZF1-AS1	FRMD7	GABRD	HDC	ISL1-DT	ITPKA	LTK	PDE11A	PRLR	RBFOX1	RELN	RGS4	RGS5	RNU6-457P	RNU7-99P	SLC10A4	SLC18A3	SLC26A5-AS1	SLC5A7	SOX2-OT	SYT6	TAFA2
DESCARTES_FETAL_EYE_PHOTORECEPTOR_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_PHOTORECEPTOR_CELLS	ATP6V0D2	C7orf33	CDHR1	CERKL	CHRNB4	CNGB1	COX5BP2	DRGX	EGFLAM	EGFLAM-AS1	ENSG00000263574	EYS	GNAT1	GNAT2	GPC5	GPC5-IT1	HOTAIRM1	HTR1F	IMPG1	IMPG2	KCNV2	KDM4A-AS1	LGALS9DP	LINC00457	LINC00463	LINC00575	LINC01053	LINC01915	LINC02058	LINC02932	LINC03062	LRIT2	MAK	MPP4	MPPED2-AS1	MTATP6P15	MTCO1P15	MTCO2P15	MTND1P36	NPTX1	OLAH	PCAT4	PDC	PRICKLE2-AS1	PRICKLE2-AS2	RPGRIP1	RPL18P11	RPL30P7	SAMD7	SNORA75	SSTR5-AS1	ST3GAL3-AS1	SUSD2	TERT	TMEM244	UNCX	USH2A
DESCARTES_FETAL_EYE_RETINAL_PIGMENT_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_RETINAL_PIGMENT_CELLS	ACOT11	ADAD2	ADRA2C	ADTRP	ATP6V1C2	BCO1	BEST1	BMP6	CCBE1	CCDC33	CLDN19	CNBD1	CNDP1	COL8A1	CRISPLD1	DCDC2	ELOVL7	ENPP2	ENSG00000231204	ENSG00000251076	ENSG00000255746	ERMN	FAM83B	FRZB	FYB2	GEM	HORMAD2	INPP5K	ITGAV	KCNQ4	LIN28B-AS1	LINC00276	LINC00355	LINC00645	LINC00670	LINC01239	LMNTD1	LRAT	MFRP	MROH7	MYOCD	MYRF	NPFFR1	OR51E2	PAFAH1B2P2	PCAT1	PFKFB2	PGR	PLD5	PLGLA	PRDM16	PRDM16-DT	PRKCQ	PRKCQ-AS1	PRODH	PTGDS	RASSF6	RGR	RLBP1	RPE65	SFRP5	SLC16A8	SLC22A8	SLC26A7	SLC38A11	SLC39A12	SLC45A2	SLC6A12	SLC6A13	SLC6A20	SMG1P6	STRIP2	TLCD4	TMEM235	TMEM72	TMEM98	TRPC4	TTR	VAT1L	VEPH1
DESCARTES_FETAL_EYE_RETINAL_PROGENITORS_AND_MULLER_GLIA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_RETINAL_PROGENITORS_AND_MULLER_GLIA	ADGB	C10orf88B	CASC17	CDC25C	CLVS1	DEPDC1-AS1	DNAH11	FAM72A	FOXN4	GABRG3	GDPD2	H2AC8	L1TD1	MYB	NEIL3	OPTC	PCYT1B
DESCARTES_FETAL_EYE_SKELETAL_MUSCLE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_SKELETAL_MUSCLE_CELLS	ACTA1	ACTC1	ACTN2	ADAM7-AS1	ADAM7-AS2	ADAMTS8	ADPRHL1	AGL	AK1	ALX4	APOBEC2	ASB5	ATP1B4	ATP2A1	BAK1	BOK	C4orf46	CACNA1S	CACNG1	CACNG6	CARNS1	CASQ2	CAV3	CAVIN4	CDH13-AS2	CDH15	CFL2	CHRNA1	CHRNB1	CHRND	CKM	CMYA5	CORO6	COX6A2	COX7A1	CSRP3	DES	DNAJB5	DOK7	DUSP13B	DUSP26	EGF	EIF1AY	EIF5-DT	EME1	ENO3	ENSG00000234352	FABP3	FBXO32	FITM1	FLNC	FSD2	FZD10	GADL1	GAL3ST1	GAMT	GPC4	H2BC21	HJV	HSPB2	HSPB6	HSPB7	IL17B	IL32	ITGB6	KCNE5	KLHL21	KLHL31	KLHL41	LAMTOR5	LANCL1-AS1	LDB3	LINC00616	LINC01405	LINC01479	LINC01497	LINC02308	LMOD3	LRRC38	LRRC52-AS1	LSMEM2	MAMSTR	MB	MEG9	MIR133A1HG	MLIP	MRLN	MYBPC1	MYBPH	MYF6	MYH15	MYH2	MYH3	MYH7	MYH8	MYL1	MYL11	MYL2	MYL3	MYL4	MYL6B	MYOD1	MYOG	MYOM1	MYOM2	MYOM3	MYOT	MYOZ2	MYREM	NEB	NES	NEXN	NMRK2	NPM3	NPSR1-AS1	NRXN1-DT	PACSIN3	PEG10	PLK5	POLR1F	PPP1R3A	PPP2R3B	PRKACA	RAMP1	RAPSN	RFPL2	RUNDC3A-AS1	SATB2-AS1	SBDS	SGCA	SLN	SMPX	SMTNL2	SMYD1	SRL	SRPK3	STAC3	STARD13-IT1	STUM	STYXL2	SYNPO2L	TBX1	TCEAL7	TCEANC2	TMEM182	TMEM38A	TNNC1	TNNC2	TNNI1	TNNI2	TNNT1	TNNT2	TNNT3	TPM1	TPM2	TRDN	TRIB3	TRIM32	TRIM54	TRIM55	TRIM72	TRPC6	TTN	TTN-AS1	TXLNB	UNC45B	VGLL3	XIRP1	XIRP2	ZNF593
DESCARTES_FETAL_EYE_SMOOTH_MUSCLE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_SMOOTH_MUSCLE_CELLS	ABCB5	ANKRD33	AP1S3	AP5Z1	ARHGAP6	ARID5B	ASPA	BMP5	BORCS7-ASMT	C11orf96	C12orf76	CABLES1	CBLN1	CDH19	CDNF	CECR3	COL24A1	COQ3	CPEB2	CRYL1	DEDD	DERL3	DLGAP1-AS1	DNAI3	ETNK2	FOXRED2	FUZ	GINS2	GLMP	HPSE2	ITGA2-AS1	KCNAB2	KIT	LAT	LINC00113	LINC01762	LINC03000	LRRC47	MARF1	METTL9	MLANA	MME	MPZ	MYO5A	NAMA	NUDT16L1	P2RX7	PABIR1	PAMR1	PAX3	PNMA3	PPP2R5A	PRKG2	PYY2	RAB13	RAB38	RPL17P9	SEC16B	SLC12A4	SLC22A18	SLC35D2	SNHG1	SNHG8	SPIN4	SPRING1	SRRM2-AS1	STK32A	TCEA1	TESK1	TEX21P	TEX41	TRPM6	TYRP1	UNC119B	VMA21	ZNF384	ZNF665
DESCARTES_FETAL_EYE_STROMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_STROMAL_CELLS	ADAM33	ADAMTS2	ADAMTS4	ADAMTS5	ADAMTSL4	ADGRG2	ALX3	ASPN	C1QTNF7	C1R	CA12	CHRD	COL12A1	COL14A1	COL1A1	COL1A2	COL3A1	COL5A1	COL5A2	COL6A1	COL6A2	COL6A3	COL6A6	CREB3L1	CTHRC1	CXCL12	DCN	DKK2	DPT	EDNRA	EGFL6	EMILIN1	EMILIN3	EMX2	EMX2OS	EVA1CP4	FBN1	FGF18	FMOD	FN1	FNDC1	IGFBP6	IGSF10	IL11RA	INHBA	ISLR	ITGB3	ITGBL1	KDELR3	LINC02511	LMX1B	LOX	LTBP4	LUM	MATN4	MEDAG	MFAP5	MGP	MIR1245A	MMP19	MXRA5	NDNF	OGN	OLFML1	OMD	PCDH18	PCOLCE	PDGFRL	PENK	PI16	PODN	POSTN	PRRX2	PTHLH	RNASE4	SCARA5	SELENOM	SFRP2	SLC6A2	SOCS1	SPARC	SULT1E1	THBS1	THBS2	TMEM200B	TNFAIP6	TNFSF9	TRABD2B	TWIST1	TWIST2	VASN
DESCARTES_FETAL_EYE_VASCULAR_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_EYE_VASCULAR_ENDOTHELIAL_CELLS	ABCB1	ABCG2	ACVRL1	ADCY4	ADGRF5	ADGRL4	ADORA2A-AS1	ALPL	APLNR	APOL3	ARHGAP29	ARHGEF15	ARL15	ATG9B	BEND4	BTNL8	CALCRL	CAVIN2	CCM2L	CDH5	CETP	CLDN5	CLEC14A	CLEC1A	CYP26B1	DIPK2B	DUSP6	ECSCR	EGFL7	ELK3	ENG	ENSG00000248636	EPAS1	ERG	FAM124B	FGD5	FLT1	FLT4	GGT5	GIMAP1	GIMAP4	GOLGA8M	HAPLN1	HAPLN3	ICAM2	IHH	KANK3	LINC02147	LINC03033	LRRC32	LXN	MLKL	MPL	MYCT1	NOS3	NOTCH4	PCAT19	PDE2A	PKD1L1	PLVAP	PLXND1	PODXL	PPP1R14A	PRKCH	QRFPR	RAMP2	RAMP3	RASIP1	RGCC	ROBO4	RXFP1	S1PR1	SELP	SEMA3G	SHANK3	SMAD7	SOX18	SOX7	ST8SIA6	STARD8	TAMALIN	TCIM	TEK	THSD1	TIE1	TINAGL1	TM4SF18	UPB1	USHBP1	VASH1	VWF	ZNF366
DESCARTES_FETAL_HEART_CARDIOMYOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_CARDIOMYOCYTES	BMP10	BVES-AS1	CSNK1A1P1	ENSG00000232939	EPN3	FABP2	HHATL	HRAT17	LINC02248	MYPN	PDE4DIPP1	PRSS42P	RNA5SP327	UGT2B4
DESCARTES_FETAL_HEART_CLC_IL5RA_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_CLC_IL5RA_POSITIVE_CELLS	C9	CERKL	CLC	CTDSPL2-DT	DAND5	DBP	DUOXA2	ENSG00000268650	FAM209A	GLIS1	IL5RA	LINC01629	LINC01681	LRRIQ3	MAN1A2P1	MINAR2	MS4A3	PDE6G	PITRM1-AS1	PRG2	RGS2	S100A1	SLC6A7	TNMD	ZC2HC1C
DESCARTES_FETAL_HEART_ELF3_AGBL2_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_ELF3_AGBL2_POSITIVE_CELLS	AGBL2	AGR2	ANKRD2	CAPS	CFAP276	CFAP57	CFAP95	CIMAP3	CLIC6	CLXN	CP	CRLF1	CYP2W1	DEGS2	DNAH3	DNAH5	DNAH9	EFCAB12	ELF3	ENSG00000231119	FAM216B	FOXJ1	IL20RA	LINC01405	LINC01801	LINC02455	LINC02660	MS4A8	MUC1	PIH1D2	RPL10P9	RSPH1	RXYLT1-AS1	SAXO2	SCGB1A1	SCGB3A2	SFTPB	SFTPC	SIX1	SLC44A4	TACSTD2	TMC5	TTC23L	WIF1	ZBBX	ZMYND10
DESCARTES_FETAL_HEART_ENDOCARDIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_ENDOCARDIAL_CELLS	ANGPTL5	APCDD1	APCDD1L	CA12	CDH11	CGNL1	CPXM2	FAM3D	FOXC1	HAPLN1	HMCN1	HS3ST1	INHBA	ITGA8	LEPR	LINC01099	LINC01320	LINC01497	LINC01896	LINC02261	LRATD1	LYPD2	MPZL2	NPPC	PDE3A-AS1	PWWP3B	QSOX1	RASSF10-DT	SALL1	SALL3	SLC6A4	SLCO2A1	SMOC1	SOST	ST6GALNAC1	TMEM100	TMEM132C	WNT9B
DESCARTES_FETAL_HEART_EPICARDIAL_FAT_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_EPICARDIAL_FAT_CELLS	ABCA12	ADAMTS3	ALKAL2	ATP7B	BDKRB1	BNC1	C1QL1	C1orf53	C21orf62	C3	CA9	CARNS1	CBLN2	CCNYL1	CDH3	CDON	CERS3-AS1	CFB	CFTR	CHAC1	CLDN1	CPA4	CPB1	CRB2	CST6	DAW1	ECRG4	EFEMP1	ENSG00000268686	EPGN	EPS8L1	FAM110C	FAM83A	FMO1	FSHR	FYB2	GADL1	GFPT2	GRB7	GSDMA	GSG1L	HAS1	HSD17B6	IGFBP5	IGHG4	ITLN1	KCTD4	KCTD8	KLK11	KLK5	KLK7	KREMEN2	KRT5	KRT7	LINC00922	LINC01018	LINC01239	LINC01266	LINC01638	LINC02331	LINC02643	LOC283299	LRAT	LRP2	LRRN4	MAL2	MIR31HG	MKRN9P	MKX	MPPED2-AS1	MSLN	MYRF	NEU4	NHERF4	NMU	NPHS1	NRG4	NXNL2	PDZK1IP1	PDZRN4	PHYHIP	PLA2G2A	PLEKHH2	PPP4R4	PRG4	PRR15	PRR15-DT	PTPRQ	RAET1E	RARRES1	RHPN2	RSPO1	SBSPON	SCEL	SFRP5	SIM1	SLC4A4	SLC7A4	SLPI	SPRR2B	SPRR2F	TGM1	TNFRSF11B	TNFRSF8	TRHDE-AS1	UBXN10	UPK1B	UPK3B	WNT2B	WT1	ZFP42
DESCARTES_FETAL_HEART_ERYTHROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_ERYTHROBLASTS	AARS1	ABCB7	ABCD2	ABCF1	ABCG2	ACAD11	ACSS1	ADIPOR2	AIDA	AKR1A1	ALAS2	AMFR	ANKRD49	AP1M1	APEH	APMAP	ARMC2	ARMH1	ARRDC4	ASCC2	ASL	ASPHD1	ATP9B	BAP1	BCL10	BCORL1	BLVRB	BRCA2	BRI3BP	BTBD6	BUD13	C11orf54	C6orf132	C6orf47	C7orf50	CAB39L	CAT	CD40	CDK1	CDK5RAP1	CDT1	CENPJ	CENPW	CEP295	CHASERR	CHCHD6	CLGN	CLK4	CLTC	CNGA1	CPOX	CRB1	DBNL	DCP1B	DDX39A	DDX39B	DDX3Y	DEAF1	DGCR6L	DHX35	DHX40	DRAM1	DYNLT2B	EIF1AD	EIF2B1	EIF3B	EIF4A2	EMC4	ENPP4	EPB42	EPDR1	ERGIC3	ERMAP	ESCO1	ETFDH	EXPH5	FAM178B	FAM210A	FARSA	FBXW4	FCHO1	FKTN	FTL	FUT10	GATD1-DT	GCC2	GET4	GIMAP2	GLRX5	GON7	GPS2	GRK6	GRWD1	GSDMD	GSPT2	GSTO2	GYPC	HBA1	HBA2	HBG1	HBG2	HBM	HBP1	HDGF	HERPUD2	HIC2	HINT2	HMGA1	HMGN1	HSP90AA1	HTATIP2	INTS3	KATNA1	KATNBL1	KDM1B	KIFC1	KLC4	KLHL28	KRIT1	L3MBTL1	LCLAT1	LEMD3	LINC02100	LINC02762	LRRC47	LYPLAL1	MACROD1	MAN2B1	MCUR1	ME3	MED1	METAP2	METTL2A	MIDEAS	MRPL22	MTBP	MTCO2P12	MTHFD2	MTIF3	MTMR8	MXI1	NAA10	NAE1	NAT10	NAXE	NCAPG2	NEIL3	NHP2	NIFK	NIP7	NOB1	NPRL3	NRSN2-AS1	NXT1	OARD1	OAT	OR2L13	ORC2	ORMDL1	P2RX6	PAIP1	PCK2	PDZD8	PGGHG	PGLS	PI4K2B	PIEZO1	PIK3IP1	PLAA	PLEKHG2	PMM2	PMPCB	POGLUT2	POLR1A	POLR1E	POLR2H	POLR3B	POM121	POP4	PPIL1	PPP1R9B	PRC1	PRELID3B	PRIM1	PRIM2	PRKAB1	PRPS2	PTPA	RAD54L2	RB1CC1	RBM27	RBM33-DT	RFXANK	RHCE	RNF123	ROGDI	RPIA	RPL22L1	RPL3	RRP1B	RSRC2	S100P	SCLY	SDE2	SELENOF	SELENOH	SENP1	SERTAD2	SKA1	SLC18B1	SLC22A4	SLC2A1	SLC35A2	SLC35C2	SLC38A7	SLC46A1	SLC66A2	SLC7A11	SMARCD2	SMC2	SMPDL3B	SMS	SNHG25	SNHG5	SNHG7	SNHG8	SNRPA	SPG21	SPOUT1	SPPL2B	SPTY2D1	SRFBP1	SRSF1	STK11IP	STK26	STMP1	STX16	SULT1A1	SYF2	TAF6L	TARBP1	TBC1D10C	TBC1D24	TBK1	TCHP	TESC	TIMELESS	TJAP1	TM2D3	TMCC2	TMED8	TMEM161A	TMEM238	TNFRSF10A	TOX4	TRAK2	TRAM2	TRIM22	TRIM47	TRIM52	TRIP10	TRMU	TXLNGY	UBE3D	UBQLN1	USP38	USP6NL	UVSSA	WDTC1	WRNIP1	ZC3H11A	ZDHHC7	ZIC2	ZMIZ2	ZNF141	ZNF143	ZNF496	ZNF530	ZNF583	ZNF629	ZNF714	ZNF90	ZSWIM4
DESCARTES_FETAL_HEART_LYMPHATIC_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_LYMPHATIC_ENDOTHELIAL_CELLS	ABCA4	ADD3-AS1	ADGRG3	ANKRD36BP2	C20orf204	C6orf141	CCL21	CMKLR2	CNTNAP3B	EFCC1	FLT4	FZD10	GPR146	GPR182	HOXD10	HOXD4	HOXD8	HOXD9	LINC00636	LINC01117	LINC01558	LINC02147	LINC02840	LINC02880	MFSD4A	MPP7	NTS	P4HA3	PARD6G	PGM5-AS1	PIK3C2G	PROX1	PROX1-AS1	PTX3	SLC38A4	SPHK1	STAB2	TBX1	TFF3	TMEM252-DT	TNFAIP8L3	TSPAN8	TSPEAR	ZNF24TR
DESCARTES_FETAL_HEART_LYMPHOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_LYMPHOID_CELLS	ACAP1	BLK	CARD11	CCR7	CD160	CD19	CD27	CD3D	CD3G	CD5	CD52	CD7	CD79B	CD8B	CD96	CDKN2A	CHI3L2	CR2	CRTAM	CST7	CXCR3	CXCR6	ENSG00000224610	ENSG00000227863	FCMR	FCRL1	FCRL2	FCRL3	FCRL5	FCRLA	FLT3LG	FOXP3	GBP2	GNLY	GPA33	GPR171	GVINP1	GZMA	GZMB	GZMH	GZMK	GZMM	HRG-AS1	ICOS	IFNG-AS1	IGKC	IGLL1	IKZF3	IL18RAP	IL2RB	ISG20	ITK	JCHAIN	KLRB1	KLRC1	KLRC2	KLRC4-KLRK1	KLRF1	KLRK1	LCK	LEF1-AS1	LINC00426	LINC00861	LINC01215	LINC01222	LINC01891	LINC01934	LINC02325	LINC02397	LINC02481	LTA	LY9	MATK	MEAK7	MS4A1	NCR1	NCR3	NKG7	PAX5	PDCD1	POU2AF1	PRF1	PTPRCAP	RAB25	RASGRP1	SAMD3	SCML4	SELL	SEPTIN1	SH2D1A	SH2D1B	SHISAL2A	SIRPG	SIT1	SKAP1	SLAMF1	SLAMF6	TBX21	TCF7	TCL1A	THEMIS	TIGIT	TMIGD2	TNFRSF13B	TNFSF11	TNIP3	TRAT1	TRBC2	UBASH3A	VPREB1	VPREB3	XCL1	ZAP70
DESCARTES_FETAL_HEART_MEGAKARYOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_MEGAKARYOCYTES	ABCB11	ABCC3	ACRBP	ADCYAP1	ALOX12	AQP10	BEND2	CA2	CISH	CLEC1B	CMTM2	CNST	CPA3	CXCL5	CXCR2P1	DCLRE1A	EFCAB13-DT	EGF	ELOVL7	ENSG00000233968	ENSG00000255367	ENTHD1	EREG	F2RL3	FERMT3	GATA1	GFI1B	GP1BA	GP5	GP6	GP9	H2AC6	H2BC11	H2BC12	H2BC5	HBD	HEMGN	HGD	HPSE	INHBA-AS1	ITGA2B	ITGB3	KCNK17	KIT	LCN2	LEFTY1	LGALSL	LINC00534	LINC01140	LINC02284	LINC02506	LINC02752	LIPH	LY6G6F	LY6G6F-LY6G6D	LYL1	MDM1	MED12L	MFAP3L	MFSD2B	MPIG6B	MPL	MPP1	MYO3B	NEXN-AS1	NFE2	NRGN	NT5C3A	P2RX1	PADI4	PAQR5	PF4	PIRAT1	PLEK	PPBP	PRKAR2B-AS1	PSTPIP2	PTCRA	PTH2R	RAB27B	RCCD1-AS1	RGS18	RHAG	RHD	RPS3AP34	RUFY1	SERPINE1	SLC2A3	SLC35D3	SLC37A1	SMIM24	SPATA16	SRC	SYTL4	TAL1	THBS1	TMEM72	TMEM91	TNFRSF14-AS1	TNFSF4	TPSAB1	TPSB2	TREML1	TRIM58	TSPAN32	TUBA4A	TUBA8	TUBB1	VWA5A	XK	ZNF778
DESCARTES_FETAL_HEART_MYELOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_MYELOID_CELLS	ACP3	ADAM28	ANO7L1	AZU1	C19orf38	C1QA	C1QB	C1QC	C3AR1	C5AR1	CCDC26	CCL22	CCR1	CCR2	CD14	CD163	CD163L1	CD1D	CD1E	CD209	CD300LF	CD74	CD86	CIITA	CLEC10A	CLEC4A	CLEC4F	CLEC4GP1	CLEC5A	CLEC7A	CLEC9A	CSF1R	CSF2RA	CSTA	CYBB	CYP2S1	DEFA3	EBI3	EGR2	ENSG00000231873	FCN1	FGD2	FGL1	FLT3	FPR1	GPR34	HCK	HK3	HLA-DMB	HLA-DPA1	HLA-DQA1	HLA-DQA2	HLA-DRA	HLA-DRB1	HLA-DRB5	HLA-DRB6	IDO2	IGSF6	IL1R2	IL1RN	IRF8	ITGAX	JAML	LGMN	LILRA1	LILRB1	LILRB3	LILRB4	LILRB5	LINC00278	LINC00996	LINC01094	LINC01605	LINC02712	LINC03070	LRRC25	LRRK1	LYZ	MARCO	MMP9	MNDA	MPEG1	MPO	MS4A14	MS4A4A	MS4A4E	MS4A6A	MS4A7	MYCL	NAPSB	NCF2	NFAM1	NLRC4	NOD2	NRIR	OSCAR	P2RY13	P2RY6	PADI2	PDCD1LG2	PILRA	PLA2G7	PLB1	PLD4	PRTN3	RBM47	RBPJ	S100A8	SCIMP	SIGLEC1	SIGLEC11	SIGLEC14	SIRPB1	SIRPB2	SLAMF8	SLC11A1	SLC24A4	SLC37A2	SLC38A6	SLCO2B1	SMIM35	SOWAHD	SPI1	SPNS3	SPP1	TIMD4	TLR2	TLR7	TLR8	TMEM106A	TREM2	TYROBP	UPK3A	VSIG4	WFDC21P	XCR1
DESCARTES_FETAL_HEART_SATB2_LRRC7_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_SATB2_LRRC7_POSITIVE_CELLS	ADCY1	ADGRB2	ANO4	ARPP21	ATP2B2	B3GAT1	BASP1-AS1	BHLHE22	C8orf34	CACNA1A	CACNA1E	CACNA1I	CACNG8	CADM2	CALN1	CAMKV	CCBE1	CCER2	CDH4	CSMD1	CSMD2	CSMD3	DAB1	DISP3	DLX6-AS1	DOK5	DPP10	DRAXIN	FABP7	FAT3	FEZF2	FOXG1	FUT9	GABBR2	GABRG1	GABRG3	GLRA2	GPR12	GPR85	GRIN2B	GRM1	GRM2	GRM3	GRM5	HES6	HS3ST4	IGDCC3	KAZN	KCNC2	KCNV1	KIAA0319	KLHL1	LAMB2P1	LHX2	LINC01102	LINC01122	LINC01551	LINC01965	LINC02060	LINC02389	LMO3	LRP1B	LRRTM2	LYPD6B	MACROD2-IT1	MIR124-1HG	MIR124-2HG	MIR9-1HG	MIR9-2HG	MIR9-3HG	MPPED1	MSRA	NCAN	NELL2	NEUROD1	NEUROD2	NEUROD6	NEUROG2-AS1	NKAIN2	NTM	NTSR1	NXPH3	PANTR1	PCDH11X	PCDH11Y	PHF21B	PI4KAP2	PLPPR1	PLPPR5-AS1	POU3F2	POU3F3	PTPRD	RAPGEFL1	RN7SL481P	RORB	SATB2	SATB2-AS1	SCD5	SCRT2	SEZ6	SH3GL2	SHISAL1	SLC4A10	SLC6A11	SLIT1	SOX11	SYT6	TAFA1	TBR1	TMEM158	TOX3	TRPC5	UNC5D	VSTM2B-DT	ZBTB18
DESCARTES_FETAL_HEART_SCHWANN_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_SCHWANN_CELLS	ALDH1A1	ALDH1A3	ANGPTL7	ARSL	ARTN	ASPA	ATP10B	BMP8B	CARMAL	CDH19	CFAP61	CHST9	CLDN14	CNMD	COL20A1	COL22A1	COL28A1	COL2A1	CTXND1	ERBB3	FOXD3	GFRA3	GINS3	GPR17	GRAMD2A	HSPB2-C11orf52	INSC	ITIH5	KCNJ10	LGI4	LINC00327	LINC00466	LINC01198	LINC01339	LINC01505	LINC01608	LINC02698	MAG	MEGF10	METRN	MIA	MIR663AHG	MMD2	MPZ	MYOT	NLGN3	NR4A2	OLFML2A	PLEKHA4	PLP1	PLXNB3	PMP2	PRIMA1	RHEBL1	RXRG	S100B	SHC4	SLC9A3-OT1	SOX10	ST3GAL6-AS1	ST6GALNAC2	TENM3	TENM3-AS1	TFAP2A	TSPAN11	XKR4	ZNF536
DESCARTES_FETAL_HEART_SMOOTH_MUSCLE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_SMOOTH_MUSCLE_CELLS	ABCC9	ACTA2	ACTA2-AS1	ACTG2	ADRA1D	AGT	AOC3	APOL5	ARHGEF17	BCAS3-AS1	C11orf96	CACNA1S	CARMN	CCDC190	COX4I2	CYGB	ENPEP	ERRFI1-DT	FOXL1	FOXS1	GPR20	HCG22	HIGD1B	ILDR1	KCNAB1	KCNJ8	LGR6	LINC02237	LMOD1	MDFIC2	MYH11	MYO3A	NDUFA4L2	NOTCH3	OR51E1	PDE4C	PDGFRB	PELO-AS1	PLA2G5	RGS16	RGS5-AS1	SEMA5B	SEPTIN4-AS1	SULT1E1	TAGLN	TBX2-AS1	THBS4	TMEM74B
DESCARTES_FETAL_HEART_STROMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_STROMAL_CELLS	ABCA10	ABCA9	ADAMTS19	ADAMTS2	AGTR2	ANGPTL1	ANGPTL6	C1QTNF12	CCL11	CCN3	CILP	COL1A1	COL1A2	DCN	DPT	EMILIN3	FBLN1	GPC3	HTRA3	ISLR	LPAR4	LUM	MFAP5	NPTX2	NRK	PCOLCE	PDGFRA	PRELP	PTN	RTL3	SCARA5	SERPINF1	TARID	TCF21
DESCARTES_FETAL_HEART_VASCULAR_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_VASCULAR_ENDOTHELIAL_CELLS	APLN	APLNR	BTNL9	C1QTNF9	CA4	CD300LG	CLRN1-AS1	DLL4	DYNLT5	ENSG00000233251	ENSG00000243273	ESM1	GUCY1B2	LINC01594	LRRC77P	MADCAM1	OPN5	PKD1L1	PRND	QRFPR	SELE	SLC9C1	TCF4-AS1	TM4SF18	TMC1
DESCARTES_FETAL_HEART_VISCERAL_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_HEART_VISCERAL_NEURONS	ACHE	ASTN2	C14orf132	C14orf39	CA10	CAMK2N2	CHGB	CHRM1	CHRNA3	CHRNA7	CHRNB4	CNTN5	CPEB1	DBH	DDC	ECEL1	ELAVL2	ELAVL4	EML5	ENSG00000260917	EYA4	FAM163A	FAM167A	FGF14-IT1	FNDC9	FST	GAL	GALR1	GATA3-AS1	GNG4	GRM8	HCN2	ISL1	ISL1-DT	KCNH1	KCNK12	KCNK3	KCTD16	LGI3	LINC01250	LINC01561	LINC02691	LINC03000	MAB21L1	MAB21L2	MYT1	NECAB2	NEFH	NPM2	NPY2R	NXPH1	OPRM1	PCBP3	PHOX2A	PHOX2B	PHOX2B-AS1	PHYHIPL	PIANP	PIRT	PLPP4	PRPH	PRUNE2	PTPRR	RAB39B	RAB3B	RAB3C	RGS4	RGS9	SCG2	SEMA4F	SLC10A4	SLC18A1	SLC18A3	SLC5A7	SLC6A2	SLC7A14	SPOCK3	SST	ST8SIA3	STAC	SYT9	TH	TMC3	TMEM130	TMEM255A	VGF	ZCCHC12
DESCARTES_FETAL_INTESTINE_CHROMAFFIN_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_CHROMAFFIN_CELLS	ADGRG4	ADH6	ARX	ASIC5	BAIAP3	BHMT	BTBD17	C8A	CACNA1A	CALCR	CAPSL	CCDC162P	CCK	CDHR3	CEP126	CERKL	CHGA	CNGA3	CRYBA2	DNAH12	DRAIC	DYNLRB2-AS1	ENSG00000224090	ENSG00000239482	ENSG00000254718	ERICH3	FEV	FFAR4	FOXA2	GABRA1	GAD2	GC	GCG	GCH1	GCK	GHRL	GIP	GIPR	GLRA3	HEPACAM2	IL20RA	INHA	KCNH6	KCNK16	KCNK17	KIF19	KILH	KLB	LCN15	LINC00261	LINC00616	LINC00907	LINC01014	LINC01106	LINC01765	LINC01811	LINC02197	LINC02388	LMX1A	LMX1B	LRP1B	MAB21L4	MIR7-3HG	MLN	MNX1-AS1	MS4A8	NEUROD1	NKX2-2	ONECUT3	OR51E1	PAM	PAX4	PAX6	PCSK1	PCSK1N	PDX1	PEX5L	PLCXD3	PNMT	POU2F2-AS2	PROC	PRODH2	PYY	RAB26	RAB3B	RAP1GAP2	REG4	RFX6	RGL3	ROS1	SCG2	SLC18A1	SLC38A11	SLC9A2	SNTG1	SPTSSB	SST	SSTR2	SSTR5	SSTR5-AS1	ST18	ST8SIA5	STXBP5L	SYT13	TGM3	TMED11P	TMEM132D	TPH1	TRPC7	TTC39A-AS1	TTLL10	UBE2QL1	VWA5B2
DESCARTES_FETAL_INTESTINE_ENS_GLIA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_ENS_GLIA	ABCA8	ARTN	ATP1A2	BCAN	CDH19	CHST6	CMTM5	COL20A1	COL22A1	COL25A1	CSMD2	EGFLAM	ENPP7P2	ENSG00000188897	ERBB4	FLRT1	FOXD3	FOXD3-AS1	GGT8P	GINS3	GPR12	GRIK3	H1-9P	HCRTR1	HEYL	KCNA2	LAMP5	LGI4	LINC01198	LINC01505	LMO1	MEGF10	METRN	MIR9-2HG	MPZ	NCAPGP1	NKAIN3	NPTX2	PAQR6	PLP1	PRIMA1	PTPRZ1	RASGEF1C	RLBP1	S100B	SERPINA3	SHC4	SLC35F1	SNTB1	SOX10	SOX2	SOX2-OT	SOX8	SYNPR	TFAP2A	TRIM9	TTYH1	ZNF788P
DESCARTES_FETAL_INTESTINE_ENS_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_ENS_NEURONS	ACTL6B	ADCYAP1	ARHGDIG	ASTN1	ASTN2	ATCAY	ATP1A3	ATP2B2	ATP2B3	ATP6V1G2	C4orf50	CACNA1E	CACNG2	CACNG7	CADM3	CELF5	CELSR1P1	CEND1	CHAT	CHD5	CHRNA4	CHRNA7	CNGB1	CNR1	CNTN1	CNTN5	CNTNAP2	CNTNAP5	CNTNAP5-DT	CPLX1	CRABP1	CSMD1	CTNNA2	CUX2	DBH	DCLK1	DCX	DLX3	DNER	DOCK3	DPP6	DRGX	EEF1A2	ELAVL3	ELAVL4	EML5	ENSG00000226454	ENTPD3	ERC2	F12	FAM163A	FAM222A-AS1	FGF13	FIBCD1	GAL	GAP43	GCGR	GNG3	GNG8	GPR176	GPR22	GRP	HEATR5A	HECW1	HECW1-IT1	HMGN1P14	HMX2	HOXB5	HRH3	HS3ST5	HTR3B	INA	IQCJ	JAKMIP1	JAKMIP1-DT	JPH3	JPH4	KCND2	KCNH5	KCNJ5	KIAA0408	KIF5A	LHFPL5	LINC00609	LINC01250	LINC01315	LINC01561	LINC01776	LINC02198	LIX1	LTK	MAP1B	MAP6	MAPT	MAST1	MIR137HG	MLLT11	MYH15	MYT1L	NCAM2	NDRG4	NEFM	NMNAT2	NOS1	NRSN1	NSG2	NXPH4	NYAP1	OLFM1	OPRD1	PALM3	PDIA2	PENK	PHACTR3	PHOX2A	PHOX2B-AS1	PIRT	PLPP4	PLPPR3	PRPH	PSD2	PTPRO	PTPRR	RIT2	RPL36P6	SGIP1	SLC10A4	SLC18A3	SLC6A15	SLC6A2	SLCO5A1-AS1	SLIT1	SMIM28	SNAP91	SORCS3	SPOCK1	SRRM4	STMN2	STMN4	STUM	SYN3	SYT1	SYT2	SYT9	TAGLN3	TH	TLCD3B	TLX2	TMC3	TMEM151B	TPBGL-AS1	TRIM67	TTC9B	TUBB2A	TUBB2B	TUBB4A	UCHL1	VAT1L	VIP	ZCCHC12	ZNG1E
DESCARTES_FETAL_INTESTINE_ERYTHROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_ERYTHROBLASTS	ABCB6	ABCC13	ACSL6	AHSP	ALAD	ALAS2	AMMECR1	ANK1	ANKLE1	ANKRD18B	ANKRD9	ARRDC2	ART4	ATG14	ATG4D	ATOSB	BCL2L1	BLVRB	BPGM	C17orf99	C9orf153	CAT	CCDC144CP	CD46P1	CHST2	CMAS	CPEB4	CPOX	CR1L	CYP3A4	DCAF12	DCK	DHRS13	DMTN	DYRK3	E2F2	EIF2AK1	EIF5AP2	ENSG00000260592	ENSG00000267052	EPB41	EPB42	EPOR	ERMAP	FAM117A	FAM210B	FAM83D	FECH	FLACC1	FOXO4	GATA1	GBGT1	GFI1B	GLRX5	GMPR	GPLD1	GPR146	GYPA	GYPB	GYPE	H1-2	H2AC15	HBA1	HBA2	HBB	HBE1	HBG1	HBG2	HBM	HBZ	HECTD4	HEMGN	HMBS	HTRA2	IGF2BP2-AS1	ISCA1	KCNN4	KLF1	LINC01134	LINC02506	LNCRNA-IUR	MED8	MFSD2B	MOB1B	MOSPD1	MYL4	MYO18B	NCEH1	NFE2	NHLRC4	NPL	OR2W3	OSBP2	PDCD10	PHOSPHO1	PIGQ	PIM1	PPME1	PPOX	PRDX2	RBM38	RFESD	RGS6	RHAG	RHCE	RHD	RILP	RIPOR3	RNF123	RNF224	RNU6-890P	RSAD2	SEC14L4	SEC62-AS1	SELENBP1	SGMS1	SLC14A1	SLC1A5	SLC22A16	SLC22A4	SLC25A21	SLC25A37	SLC25A39	SLC2A1	SLC2A1-DT	SLC4A1	SLC6A9	SMIM1	SNCA	SNX22	SPECC1	SPTA1	SPTB	ST6GALNAC4	STRADB	TAL1	TANGO2	TBCEL	TCP11L2	TDH	TFR2	TLCD4	TLCD4-RWDD3	TMCC2	TMOD1	TRAK2	TRIM10	TRIM58	TSPAN32	TSPAN5	TSPO2	TTPAL	TUBB1	UBAC1	UBE2O	UBR2	UROD	UROS	XK	XPO7	YOD1	YPEL4	ZNF451
DESCARTES_FETAL_INTESTINE_INTESTINAL_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_INTESTINAL_EPITHELIAL_CELLS	AADAC	AADACP1	ABCC2	ABCG5	ACE2	ACSL5	ADGRG7	ADH1C	ADORA2A-AS1	AFM	AFP	AGMAT	AGR3	AGT	AICDA	AIDAP2	AIRE	ALDH1L1	ALDOB	ALPI	AMN	ANKRD20A5P	ANKRD40CL	ANPEP	ANXA4	APOA1	APOA2	APOA4	APOB	APOC3	ARL14	ASAH2	ATP10B	AVP	BCAR3-AS1	BICDL2	BICDL3P	BTNL3	C11orf86	C15orf62	C2orf72	C5orf52	C6	C8G	CA7	CALR4P	CASC16	CCDC198	CCL25	CDS1	CDX1	CEACAM18	CELP	CES2	CFTR	CHP2	CIDEC	CIMAP2	CLCA1	CLDN2	CLDN6	CLIC6	CPS1	CRB3	CREB3L3	CUBN	CYP2B7P	CYP2C18	CYP2C19	CYP2C9	CYP2U1-AS1	CYP2W1	CYP3A5	DEFB1	DEGS2	DGAT1	DLX4	DMBT1	EEF1B2P3	EGFR-AS1	ELF3	ELMO3	ENPP7	EPS15-AS1	EREG	ERICH4	ESRP2	EXOC3L4	F2RL1	FABP1	FABP2	FADS6	FAM83B	FBXO2	FERMT1	FGA	FGF23	FMO1	FOLH1	FOXD2-AS1	GCHFR	GCNT4	GDA	GDPD2	GIPC2	GJB1	GLTPD2	GLYCTK	GPD1	GPX2	GRHL2	GRTP1	GSTA1	GSTA2	GUCA2A	GUCA2B	HDHD3	HHLA2	HKDC1	HMGN1P20	HNF4A-AS1	HSD17B2	INAVA	ITPKA	IYD	KHK	KRT20	LAMB3	LBX2-AS1	LCT	LEAP2	LGALS3	LGR5	LHFPL3-AS2	LINC00330	LINC00479	LINC00501	LINC00955	LINC01214	LINC01525	LINC01594	LINC01610	LINC01697	LINC01794	LINC02499	LIPH	LOC101928844	LRRC19	MAMDC4	MAOB	MASP1	MEP1A	MFSD6L	MGAM2	MIR194-2HG	MIR200B	MIR200C	MIR4307HG	MME-AS1	MMEL1-AS1	MOGAT2	MOGAT3	MT1E	MT1G	MT1H	MTTP	MUC13	MUC17	MUC2	MYOM3-AS1	NAGS	NAT2	NR1I2	OR7E14P	PAK6	PBLD	PCK1	PCK2	PIGR	PIGZ	PKP3	PLA2G12B	PLEKHS1	PPP1R3B-DT	PRAP1	PRKAG2-AS2	PRODH	PRR15	PRSS3	PRSS8	RAD17P1	RASEF	RBBP8NL	RBKS	RBP2	RBP4	REEP6	RHPN2	RN7SKP22	RNU1-70P	RNU6-1093P	S100A14	SCAT8	SCTR-AS1	SEMA4G	SERPINA4	SFRP5	SH3RF2	SI	SIGLEC10-AS1	SLC13A1	SLC16A10	SLC17A4	SLC19A3	SLC1A1	SLC28A1	SLC28A2	SLC2A2	SLC34A3	SLC39A4	SLC44A4	SLC51A	SLC51B	SLC5A1	SLC5A12	SLC5A9	SLC6A19	SLC6A20	SLC9A3	SMAD3-DT	SMIM24	SMLR1	SNORD39	SPACA3	SPANXN3	SPTLC3	ST6GALNAC1	STRIT1	SULT1B1	SULT1C2	SULT1C5P	SULT1E1	SULT2A1	TERT	TFF1	THRB-IT1	TINAG	TJP3	TM4SF20	TMC5	TMEM139	TMEM207	TMEM253	TMEM45B	TMEM52	TMEM92	TMIGD1	TMPRSS2	TMT1B	TPSG1	TREH	TRIM15	TRIM31	TRPV6	TSPAN8	TUBAL3	UBE2V2P1	UGT2A3	UGT2B17	UGT3A1	UNC5CL	UPK3A	VIPR1	WIPF3	XACT	XDH	XPNPEP2	ZDHHC23	ZG16
DESCARTES_FETAL_INTESTINE_LYMPHATIC_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_LYMPHATIC_ENDOTHELIAL_CELLS	ABCA4	ADRB2	APP-DT	ART5	CCL21	CMKLR2	CRACR2B	DNAJC8P2	DSCR9	ELMOD1	FLT4	GALNT16-AS1	GNAT3	IL7	IRAG1-AS1	KLHL14	LETR1	LINC00636	LINC01948	LINC02145	LINC02147	MIR200CHG	MMRN1	MPP7	PARD6G	PLA2G4C	PLIN5	PLSCR4	PM20D1	PROX1	RALGAPA2	RPL17P36	SLC30A3	STAB2	TBX1	TFPI	TNFAIP8L3	TP63	TSPEAR	ZNF24TR
DESCARTES_FETAL_INTESTINE_LYMPHOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_LYMPHOID_CELLS	ACAP1	ALDOC	AOX2P	BLK	CARD11	CCR4	CCR7	CCR9	CD160	CD2	CD247	CD3D	CD3E	CD3G	CD40LG	CD5	CD52	CD6	CD69	CD7	CD79A	CD79B	CD8A	CD96	CHI3L2	COL4A4	CRTAM	CST7	CTSW	CXCR3	CXCR5	CXCR6	DENND2D	DTHD1	ENSG00000266088	EOMES	FASLG	GATA3	GBP5	GNLY	GPR171	GPR18	GPR68	GZMA	GZMK	GZMM	ICOS	IGHD	IGHM	IGLL1	IKZF2	IKZF3	IL12RB2	IL17A	IL18RAP	IL1RL1	IL21R	IL23R	IL26	IL2RA	IL2RB	IL2RG	IL4I1	IL7R	ITGAE	ITK	JMY	KIT	KLRB1	KLRC1	KLRC2	KLRC3	KLRC4-KLRK1	KLRD1	KLRF2	KLRK1	KRT81	KRT86	LAX1	LCK	LINC00299	LINC00426	LINC00892	LINC01215	LINC01221	LINC01222	LINC01871	LINC01891	LINC01934	LINC02384	LINC02481	LINC02726	LINGO4	LOC102723692	LTA	LTB	LY9	LZTFL1	MANEA-DT	MATK	MS4A1	MYO1G	NCR1	NCR2	NCR3	NKG7	NLRC3	NMUR1	NT5C3AP2	PAX5	PCED1B-AS1	PDE7A	PLEKHF1	PRF1	PTGDR	PTGDR2	PTPN22	PTPN7	PTPRCAP	PYHIN1	RGL4	S1PR4	SCML4	SEPTIN1	SH2D1A	SH2D1B	SH2D2A	SHISAL2A	SIRPG	SIT1	SKAP1	SKAP1-AS1	SLA2	SLAMF1	SLAMF6	SLC4A10	SLFN12L	SLFN13	SPINK2	STAP1	STAT4	SYTL1	TBC1D10C	TBX21	TCF7	TCL1A	TESPA1	THEMIS	TMIGD2	TNFRSF18	TNFSF11	TRAT1	TRBC2	TRDC	TRGC1	TRGC2	TSPOAP1-AS1	TXK	UBASH3A	VPREB1	VPREB3	XCL1	ZAP70	ZBTB16	ZNF385C
DESCARTES_FETAL_INTESTINE_MESOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_MESOTHELIAL_CELLS	ACTRT3	ADAMTS20	ADIRF	AGAP11	ALDH1A2	ANAPC2	AOX1	AOX3P	ARL4D	BNC1	C21orf62	C3	CARNS1	CAVIN2-AS1	CEMP1	CERS3-AS1	CFH	CNTN6	COL11A1	COL8A2	CPA4	CRB2	CSDC2	DSC3	EGOT	EPS8L1	FAM110C	FGF11	FGF18	GFPT2	GRIN2A	HAS1	ICA1-AS1	ITGA3	KCTD8	KLF2-DT	KLHL26	KLK10	KLK11	LINC02643	LINC03017	LRP2	LRRN4	MSLN	MTND6P21	MTUS1-DT	MUC16	MYRF	NAT8L	NECAB1	NEK5	NPHS1	PCOLCE2	PDE7B-AS1	PHYHIP	PTGDS	PTGIS	PTPRD	PTPRQ	QRFPR	RAET1E	RBFOX1	RPL34P18	RSPO1	SCEL	SCNN1A	SEMA3D	SFTPD	SILC1	SLPI	SMTNL2	SNRPA1-DT	SPHKAP	SULT1D1P	TGM1	TM4SF1-AS1	TMEM151A	TMEM191A	TMEM255A	TNFRSF8	TNNT1	TNS2-AS1	TRIM6	WNT10A	WNT2B	WNT7B	WT1	WT1-AS
DESCARTES_FETAL_INTESTINE_MYELOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_MYELOID_CELLS	ABCA1	ACP3	ADAP2	ADGRE1	ADGRE2	ADGRE3	AIF1	AOAH	BCL2A1	BID	C1QA	C1QB	C1QC	C1orf162	C3AR1	C5AR1	C5AR2	CACNB4	CCDC170	CCDC26	CCL22	CCR1	CCR2	CD101	CD14	CD163	CD163L1	CD180	CD1C	CD1D	CD200R1	CD207	CD209	CD274	CD300C	CD300E	CD300LB	CD300LF	CD33	CD4	CD74	CD83	CD86	CFP	CIITA	CLEC10A	CLEC4C	CLEC4F	CLEC7A	CLEC9A	CMKLR1	CPVL	CR1	CSF1R	CSF2RA	CSF3R	CST3	CTSS	CX3CR1	CXCL10	CXCL8	CXCL9	CXCR2P1	CYBB	CYRIA	DAPP1	DCANP1	DNASE1L3	EBI3	ENSG00000231873	F13A1	FCER1G	FCER2	FCGR1A	FCGR2A	FCGR3A	FCN1	FGD2	FGL2	FLT3	FMN1	FOLR2	FPR1	FPR3	GAPT	GPR141	GPR183	GPR34	HCAR3	HCK	HLA-DMA	HLA-DMB	HLA-DOA	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQA2	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB5	HLA-DRB6	HLA-DRB9	HPGDS	HRH1	HRH2	IDO1	IFI30	IGSF6	IL10	IL10RA	IL1B	IL1R2	IL31RA	IL6R	IRF8	ITGAX	ITPR2	KCNG2	KYNU	LGMN	LILRA1	LILRA2	LILRA5	LILRA6	LILRB1	LILRB2	LILRB3	LILRB4	LILRB5	LINC00996	LINC01248	LINC01299	LINC01478	LINC01645	LINC01678	LINC02513	LINC02953	LY86	LYZ	MAFB	MAN2B1	MARCHF1	MCOLN2	MEFV	MERTK	MILR1	MMP9	MNDA	MPEG1	MS4A14	MS4A4A	MS4A4E	MS4A6A	MS4A7	NAMPT	NAPSB	NCF1	NCF2	NCF4	NCKAP5-AS2	NLRC4	NLRP3	NME8	NUAK2	OSCAR	P2RY12	P2RY13	PDCD1LG2	PLD4	PLEK	PTAFR	PTCRA	PTPRN2-AS1	RAB20	RASGRP4	RETN	RGS18	RILPL2	RN7SL138P	RN7SL297P	RN7SL368P	RNASE6	RNASET2	RPL32P1	RUFY4	RYR1	SAMHD1	SCIMP	SCN4B	SDS	SECTM1	SIGLEC1	SIGLEC10	SIGLEC12	SIGLEC14	SIGLEC5	SIRPB2	SLAMF7	SLC1A3-AS1	SLC24A4	SLC31A2	SLC39A13-AS1	SMIM35	SPI1	STAB1	STX11	TASL	TBXAS1	TCHH	THEMIS2	TIFAB	TLR1	TLR10	TLR6	TLR7	TLR8	TNFAIP8L2	TNFRSF13C	TNNI2	TREM1	TYMP	TYROBP	VMO1	VSIG4	WDFY4	WFDC21P	ZDHHC19	ZMYND15	ZNF385A
DESCARTES_FETAL_INTESTINE_SMOOTH_MUSCLE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_SMOOTH_MUSCLE_CELLS	ACTA2	ACTA2-AS1	ACTG2	ADRB3	ANO1	AOC3	CAPN3	CARMN	CHRDL2	CHRM2	CNN1	DES	DSTN	FBXL22	FGF7	FLNA	FRMD6-AS2	FST	GREM2	IL17B	JPH2	KCNA1	KCND3	KCNJ8	KCNMA1	KCNMB1	LDB3	LINC00578	LMOD1	MYH11	MYL9	MYLK	MYOCD	NIPAL4	NOG	NTM	OLFML2B	OVCH2	PDLIM7	POPDC3	PPIC-AS1	PSD	RGS5	RNU7-47P	SERTAD4	SLITRK3	TACR2	TAGLN	TNMD	TTC23-AS1	WIF1
DESCARTES_FETAL_INTESTINE_STROMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_STROMAL_CELLS	ADAMTS14	ADH1B	ADRA1A	BMP5	CCL19	CH25H	COL6A5	CXCL14	DPT	EDAR	ENSG00000250378	F2RL2	FBLN1	FNDC1	FNDC1-AS1	FNDC1-IT1	FZD10	GABRG3	GLI1	ITGA11	LINC01082	LINC03007	LPAR4	LRP4	LUM	MMP27	MSC	MSC-AS1	MUSK	NPY	NXPH1	OR7E47P	PDGFRA	PDGFRB	PRR16	SHISA3	SP5	SPON2	SYNDIG1	TCF21	TMEM119
DESCARTES_FETAL_INTESTINE_VASCULAR_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_INTESTINE_VASCULAR_ENDOTHELIAL_CELLS	APLN	APLNR	ARHGEF15	BTNL9	CD320	CD34	CLEC14A	CLEC3B	COL15A1	CYYR1	DIPK1B	DLL4	EMCN	ESAM	ESM1	FABP4	FABP5	FAM110D	FAM167B	FLT1	GASK1B	GPR4	HSPG2	LHX6	LINC01362	MADCAM1	MEOX1	MMRN2	MSX1	NOTCH4	NT5ELP	PCDH12	PLVAP	PRND	RP1L1	SELP	SLCO2A1	SOX17	SOX7	SPTBN5	TM4SF18	TNNT3	VSIG2
DESCARTES_FETAL_KIDNEY_ERYTHROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_ERYTHROBLASTS	ABCB10	ABCB5	ABCB6	ABCC13	ACHE	ACSL6	AEN	AHSP	ALAD	ALAS2	AMMECR1	ANK1	ANKLE1	ANKRD9	ARG1	ARL4A	ARRDC2	ART4	ATG14	AURKA	BLVRB	BPGM	BSG	C17orf99	C9orf85P2	CA8	CAT	CCNE1	CD46P1	CDC20P1	CPB1	CPOX	CR1L	CROCCP2	CTSE	CYP4A22-AS1	DCAF12	DHRS13	DPF3	DYRK3	EIF5AP2	ENSG00000260592	EPB42	EPOR	ERICH2-DT	ERMAP	ESPN	FAM201A	FAM229A	FAM83D	FBXO9	FECH	FHDC1	FKBP8	FLACC1	GALNT5	GCLC	GFI1B	GLRX5	GYPA	GYPB	GYPE	H2AC17	HAGH	HARBI1	HBA1	HBA2	HBB	HBE1	HBG1	HBG2	HBM	HBQ1	HBZ	HEMGN	HMBS	HMGN1P8	ICAM4	KLC3	KLF1	KLK1	KRT1	LINC01399	LINC02506	MAP2K3	MARCHF3	MARCHF8	MICAL2	MYL4	MYT1	NARF	NCEH1	NFE2	NRIR	OSBP2	PHOSPHO1	PIGQ	PIP5K1B	PPME1	PPOX	PRDX2	QSOX2	RELN	RFESD	RGS6	RHCE	RHD	RN7SL574P	RNF123	RNF224	RSAD2	RUNDC3A	RUNDC3A-AS1	SBF2-AS1	SEC14L4	SELENBP1	SLC14A1	SLC22A4	SLC25A37	SLC25A39	SLC2A1	SLC2A1-DT	SLC30A10	SLC36A1	SLC43A1	SLC4A1	SLC5A4-AS1	SLC6A8	SLC6A9	SMIM1	SMIM5	SNCA	SNORA79	SNORD13E	SNX22	SOX6	SPMAP2L	SPTA1	SPTB	TANGO2	TBC1D22B	TBCEL	TCP11L2	TDH	TENT5C	TERC	TESC	TF	TFR2	TLCD4	TLCD4-RWDD3	TMCC2	TMEM63B	TMEM81	TMOD1	TRAK2	TRIM10	TRIM58	TSPAN5	TSPAN5-DT	TSPO2	UBAC1	UBE2O	UBR2	UGT1A10	UROS	XPO7	YOD1	YPEL4
DESCARTES_FETAL_KIDNEY_LYMPHOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_LYMPHOID_CELLS	ACAP1	ADA	ANKRD44-AS1	AOX2P	AOX3P	APOBEC3G	ARPP21	ATP13A4	ATP1A3	BACH2	BAK1	BCL11B	BICDL1	BLK	C16orf54	CACNA1C-AS2	CARMIL2	CCDC141	CCR6	CCR7	CD160	CD19	CD2	CD247	CD27	CD3D	CD3E	CD3G	CD5	CD52	CD69	CD7	CD79A	CD79B	CD8A	CHI3L2	CLIC3	CNR2	CR2	CRIP1	CRTAM	CST7	CTSW	CXCR4	CXCR5	DDTL	DENND2D	DGKA	DNTT	DOC2GP	DTHD1	DUSP2	EML2-AS1	ENSG00000236935	ENSG00000238390	ENSG00000267568	EOMES	ERVH48-1	FCMR	FCRL1	FCRL2	FCRL3	FCRL5	FCRL6	FLT3LG	FOXP3	GFI1	GOLGA7B	GPA33	GPR171	GPR18	GPR68	GZMA	GZMK	GZMM	HLA-DOB	HLA-F	ICOS	IFNG	IFNG-AS1	IGHD	IGKC	IGLL1	IKZF3	IL12RB2	IL21R	IL2RA	IL2RB	IL2RG	IL7R	ISG20	ITK	JAKMIP1	KCNQ5	KLC2-AS2	KLRB1	KLRC1	KLRC2	KLRC3	KLRC4-KLRK1	KLRF1	LAX1	LCK	LINC00426	LINC00861	LINC00987	LINC01215	LINC01550	LINC01588	LINC01891	LINC01934	LINC02481	LINC02562	LRRN3	LTA	LTB	LY9	MATK	MS4A1	MT1X	MYO1G	MYOM2	NCR1	NCR3	NELL2	NIBAN3	NKG7	NT5C3AP2	P2RX5	P2RY10	PARD6A	PAX5	PAX6	PBXIP1	PLAAT4	PLEKHF1	POU2AF1	PRF1	PRKX-AS1	PRR11-AS1	PRTN3	PTPN22	PTPRCAP	PYHIN1	RAG1	RAG2	RASD1	RASGRP1	RHOH	RHOQ-AS1	RN7SL47P	RN7SL49P	RN7SL743P	RNU4-50P	RNU6-118P	RPL12P1	RPLP0P6	RPSAP12	RUNX3	S1PR4	S1PR5	SAMD3	SASH3	SATB1-AS1	SCARNA21B	SCML4	SCN3A	SEC1P	SEPTIN1	SH2D1A	SH2D1B	SH2D2A	SH2D4B	SHISAL2A	SIRPG	SIT1	SKAP1	SLAMF1	SLAMF6	SLC22A9	SLFN12L	SLFN5	STK17A	SUN2	TBX21	TCF7	TCL1A	TERT	TESPA1	THBS4-AS1	THEMIS	TIGIT	TKTL1	TMIGD2	TNFRSF14-AS1	TNFRSF18	TNFSF14	TNFSF4	TNIP3	TRAPPC14	TRAT1	TRBC2	TRD-AS1	TRDC	TTN	VPREB1	VPREB3	XCL1	ZAP70	ZNF101	ZNF319	ZNF831
DESCARTES_FETAL_KIDNEY_MEGAKARYOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_MEGAKARYOCYTES	ABCC3	ACTR5	ADAM32	ADRA2A	ALOX12	ANKRD20A11P	ANKRD62	AP1G2-AS1	ASB2	C9orf152	CAPN1-AS1	CDK9	CENPS	CFAP58	CHRFAM7A	CLDN2	CLEC1B	CMTM2	CMTM5	CNST	COL24A1	CXCL3	DGKG	DGKI	DNAAF4-CCPG1	DNAH10	DPY19L2P1	EEF2KMT	EFCAB13	EFHC2	EGF	EHD3	ENSG00000223504	ENSG00000227355	EREG	ERICH6	EXOC3L4	EXOSC5	EYS	F5	FAM186B	FKBP1B	FMO5	GABRE	GCSAML	GK-IT1	GP1BA	GP6	GP9	GRM3	GTF2E1	H2BC4	HOXB-AS2	HPSE	IL5RA	INAFM2	INHBA-AS1	INPP5E	INTS5	ITGA2B	ITGB3	KCNH6	KIAA0513	KLF9	LATS2-AS1	LEFTY1	LGALSL	LINC00534	LINC01123	LINC01141	LINC01331	LINC01786	LINC02267	LINC02284	LINC02916	LIPC-AS1	LY6G6F	MARCHF4	MAST1	MED12L	MFAP3L	MLIP	MLYCD	MMRN1	MPIG6B	MTURN	MYH7B	MYOM1	NRGN	NT5M	NXT2	P2RY1	PADI4	PCYT1B	PDE6A	PEX5	PF4	PIGP	PIP5K1C	PKHD1L1	PLAC9P1	PLXNB3	PPBP	PPIF	PRKAR1B-AS1	PRKAR2B-AS1	PSPHP1	PTCRA	PTGS1	PTPN23-DT	PTPRK-AS1	RAB27B	RAB3C	RBM15-AS1	RBPMS2	RN7SKP16	RNU6-1228P	RNU6-469P	RNU6-942P	RPL31P52	RPL7P7	RPS6KL1	RUFY1	RYR3	SELP	SEPTIN5	SLC37A1	SLC39A3	SLC8A3	SRPRB	ST8SIA6	SUCNR1	TCEAL1	TMEM40	TNNI3	TTC4	TUBA8	TUBB1	TXNL4B	UPK1A-AS1	WFDC10B	XIRP2	XRCC2	XYLT2	YTHDF3-DT	ZFP3	ZG16B	ZNF234	ZNF32	ZNF425	ZNF543	ZNF852
DESCARTES_FETAL_KIDNEY_MESANGIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_MESANGIAL_CELLS	AGTR1	AGTR2	ALX1	APCDD1	ATRNL1	BDNF	CCBE1	CCN4	CGB7	COL25A1	COL8A1	CPA6	ELOVL3	ENPP1	FGF19	FOXS1	GNG8	GOT1L1	GRID2	IGLON5	INSYN2A	KLHL13	LAMA2	LAMC3	LINC00924	LINC01914	LINC02319	LINC02720	LINC02820	LRRIQ1	METTL24	MYOCD	NDP	NKAIN2	NKD1	NKD2	PALLD	PGM5P4	PHACTR3	PITPNM3	PITX3	RARRES1	REN	RERG	RMDN2-AS1	RNU6-371P	SEZ6L2	SHC3	SLC6A1	SLC7A14	SYNPO2	TBX22	TCF21	TMEFF2	TNC	TYRP1
DESCARTES_FETAL_KIDNEY_METANEPHRIC_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_METANEPHRIC_CELLS	ACSM2A	ADAMTS20	ADAMTS9-AS1	ADGRG2	AMER2	ANAPC1P1	ANKRD1	AQP6	ARHGEF34P	BARX1	C3orf85	CALCA	CASR	CDH6	CEP164P1	CHRNA1	CHRNA4	CHRND	CHRNG	CITED1	CLC	CLDN10	CLEC18B	CLEC18C	CLIC5	CLRN3	COL2A1	COX7CP2	DAPL1	DCC	DDN	DEFB1	DMRT3	DNAJC5G	DPYS	DPYSL5	ECEL1	ELOVL2	ENSG00000228033	ENSG00000234173	ENSG00000247416	ENSG00000261170	EYA1	FAM230I	FAM78B	FAT3	FGF8	FOXI2	GBX2-AS1	GLYAT	GLYATL1	GPHA2	GPR176	GRIK2	HAO2	IRX1	KCNC2	KCNG3	KCNJ1	KIF1A	KLK6	KNG1	LINC01014	LINC01320	LINC01571	LINC01781	LINC01896	LINC02086	LINC02113	LINC02143	LINC02253	LINC02432	LINC02532	LINC02813	LINC02893	LINC03000	LINC03017	LINC03057	LINC03069	LMX1B	LMX1B-DT	LRP2	LRRTM1	LRTM2	LYPD1	MAEL	MAN1A2P1	MESP1	MGAM	MMP26	MYO15A	NKAIN1	NKAIN3	NNAT	NOTUM	NPHS1	NPHS2	OLFM3	OR51E1	OR51E2	PCDH15	PCDH9-AS1	PCK1	PDZD7	PPP1R1A	PRODH2	PROX1-AS1	PTPRO	PTPRQ	R3HDML-AS1	RBM20	RIMS1	RNU6-768P	RPL10P13	RPS3AP44	RPSAP69	SALL1	SALL3	SATB2-AS1	SH2D5	SHISA8	SHISA9	SIM2	SLC12A1	SLC13A1	SLC17A1	SLC22A8	SLC30A8	SLC34A1	SLC34A2	SLC3A1	SLC47A2	SLC5A8	SLC6A18	SLC6A5	SLIT1	SNORA59B	STMN4	TAGLN3	TCEAL2	TMEM100	TMEM132D	TMEM200C	TMEM246-AS1	TNNI1	TRABD2B	TRDN	TRIM71	UMOD	UNC5B-AS1	UNCX	USH1C	VSTM2B	WFIKKN1	WT1	ZDHHC22	ZMAT4
DESCARTES_FETAL_KIDNEY_MYELOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_MYELOID_CELLS	AATBC	ABCA1	ACY3	ADAP2	ADRB1	AIDAP2	AIF1	ALDH3B1	AQP9	ARHGAP22	ARL5C	ASGR2	ATP8B4	B3GNT5	C15orf48	C1QA	C1QB	C1QC	C1orf162	C3AR1	C5AR2	C9orf72	CCDC17	CCL8	CCR1	CCR2	CCR5	CD163	CD163L1	CD200R1	CD209	CD274	CD300E	CD300LF	CD33	CD68	CD86	CIITA	CIMAP1B	CLEC4C	CLEC4F	CLEC4GP1	CLEC5A	CLEC7A	CLEC9A	CPVL	CRLF2	CRYBB1	CSF1R	CSF2RA	CST3	CSTA	CTSB	CXCL8	CYBB	CYRIA	CYTH4	DHRS9	DLGAP3	ENSG00000212293	ENSG00000228427	ENSG00000232628	FAM20A	FCGR1A	FCGR1BP	FCGR2C	FCN1	FGD2	FOLR2	FPR3	GGTA1	GPBAR1	GPR183	GPR34	GPR84	HAVCR2	HCAR2	HCK	HERC2P10	HK3	HLA-DMB	HLA-DPB1	HLA-DQB1	HLA-DQB1-AS1	HLA-DQB2	HLA-DRB5	HLA-DRB9	HLX-AS1	HMOX1	HPGDS	HRH1	IER3	IFI30	IGSF21	IGSF6	IL10	IL1R2	KCNAB1	KCNJ5-AS1	KCNK17	KYNU	LILRA1	LILRA2	LILRA6	LILRB1	LILRB2	LILRB4	LILRB5	LINC00671	LINC00996	LINC01010	LINC01220	LINC01299	LINC01478	LINC01678	LINC02513	LINC02712	LINC02723	LINC02798	LINC02983	LINC03070	LNCATV	LPCAT2	LRRC25	LRRK1	LY96	MAP4K1-AS1	MARCHF1	MARCO	MEFV	MICOS10-DT	MMP2-AS1	MNDA	MPEG1	MS4A14	MS4A4A	MS4A4E	MS4A6A	MS4A7	MSLN	MSR1	MYBPC3	MYO7A	NAMPT-AS1	NAPSB	NCF1	NCF2	NFAM1	NLRP3	NOD2	OLR1	OSCAR	P2RY13	P2RY6	PELATON	PLAUR	PLB1	PTAFR	PTGS2	PTPRN2-AS1	RASSF4	RETN	RGS2	RHBDF2	RN7SL138P	RN7SL368P	RNA5SP288	RNASE2	RNASE6	RPA4	RPH3AL-AS1	RPL32P1	RPL7AP75	RUFY4	RYR1	S100A8	SCIMP	SCN9A	SIGLEC1	SIGLEC16	SIGLEC20P	SIGLEC5	SIGLEC6	SIGLEC9	SIRPB1	SIRPB2	SLAMF8	SLC15A3	SLC22A18AS	SLC24A4	SLC37A2	SLC43A2	SLCO2B1	SMIM35	SNORD3B-2	SOWAHD	SPI1	SPP1	ST18	STYXL2	TIFAB	TLR1	TLR10	TLR7	TLR8	TMEM273	TMEM86A	TMT1B	TNFRSF11A	TNFSF18	TNNI2	TREM1	TREM2	TRIM50	VNN1	VSIG4	ZDHHC19	ZEB2-AS1
DESCARTES_FETAL_KIDNEY_STROMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_STROMAL_CELLS	ABCA8	ABCC12	ACTG2	ADAMTS4	ADAMTSL3	ADAMTSL4	AGT	AHNAK2	ANGPTL1	ANGPTL2	AOX1	APOD	ARHGAP20	ASPN	C10orf105	C1QTNF2	C1R	CADM3	CBLN4	CCL19	CCN3	CHRDL1	CNTNAP4	COL12A1	COL14A1	COL1A1	COL1A2	COL3A1	COL5A3	COL6A6	CPA4	CRYAB	CTNNA2	DCLK1	DCN	DKK2	DLK1	DMRT2	DPT	DSC3	DSEL	EBF2	EBF3	ECRG4	ENSG00000223786	ENSG00000248540	ENTPD2	EYA2	F10	FBLN2	FBN1	FDCSP	FGF16	FGF18	FIBIN	FNDC1	FOXP2	FXYD1	GAP43	GDF6	GREM1	HSPB2	HTRA3	IGF1	IGFBP6	IGFN1	ISLR	ISLR2	KCNA1	KDELR3	LINC00323	LINC01850	LINC01886	LINC02447	LINC02643	LINC02802	LOX	LPL	LTBP2	LUM	LUZP2	LVRN	MAFA	MAN2A1-DT	MEDAG	MFAP5	MGAT4C	MGP	MPZ	MXRA5	NEGR1-IT1	NGFR	NRK	NRXN2	NUPR1	OGN	OLFML2B	OMD	OSR1	OSR2	P2RX3	PCOLCE2	PCSK9	PI15	PI16	PLAAT5	PLAC9	PLP1	PODN	POSTN	PRELP	PRRX1	PRSS35	PSORS1C1	PTPRT	PTX3	RASL12	REM1	RNASE4	RPRM	RXFP2	SCARA5	SERPINF1	SFRP2	SLC22A3	SLC6A4	SLC7A10	SLITRK1	SLITRK2	SOD3	SPARC	SPARCL1	SRPX	SULF1	TBX15	THBS2	TIMP4	TMEM229A	TMEM92-AS1	TNFAIP6	TNFSF11	TPPP3	WIF1	WNT10B	WNT2	WNT2B
DESCARTES_FETAL_KIDNEY_URETERIC_BUD_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_URETERIC_BUD_CELLS	AARD	ACER2	ACOXL	ACSM6	ADGRF1	ADH1C	ADIRF	AGAP11	AKR1C2	ALDH1A1	ALDH3B2	ANKRD34B	ANXA3	AOC1	AQP2	ARHGEF38	ARHGEF38-IT1	ARL14	ATP10B	ATP12A	AVPR1A	B3GNT3	BCAS1	BICDL2	BNIPL	BOLL	BSPRY	C4orf19	C6orf132	CALB1	CAPN13	CAPNS2	CBLC	CCDC9B	CCNO	CCNO-DT	CDCP1	CFAP157	CFI	CGN	CIMIP2C	CLDN4	CLDN7	CLDN8	CLIC6	CLPSL1	CNGA1	COBLL1	COL17A1	COLCA1	COSMOC	CPXM2	CTXND1	CWH43	CXCL17	CYP24A1	CYP2J2	CYP4B1	CYP4F11	CYP4F3	CYP4Z2P	DCAF12L1	DEGS2	DHRS2	DIRAS2	DUOXA1	EDN2	EHF	ELF3	ELF5	ELMO3	EMX1	ENSG00000250685	ENSG00000258471	ENSG00000259704	ENSG00000265246	ENSG00000267288	ENSG00000269155	EPB41L4B	EPN3	ERP27	ERVE-1	ESRP1	ESRP2	EVPL	EVPLL	FA2H	FAM110C	FAM131C	FAM181B	FAM3B	FAM3D	FAM83B	FBP1	FER1L4	FMO9P	FOXA1	FOXQ1	FRK	FSTL4	FXYD3	GALNT12	GATA3-AS1	GCNT4	GGT6	GJB3	GJB4	GJB6	GOLT1A	GPC1-AS1	GPR15LG	GPX2	GRHL1	GRHL2	GRHL3	HMGCS2	HPGD	HR	HSPD1P6	IL1RAPL2	IQANK1	IRF6	ITGB4	ITGB6	IVL	KCNS3	KCTD8	KRT15	KRT18	KRT19	KRT20	KRT23	KRT5	KRT7	KRT8	KRT80	KSR2	L1CAM	LAD1	LAMB3	LCN12	LDHD	LEAP2	LEP	LINC00051	LINC00511	LINC00645	LINC01139	LINC01170	LINC01889	LINC02343	LINC02778	LINC02888	LINC02894	LINC02944	LOC283299	LY6D	LY6K	LYPD6B	MAB21L4	MACC1	MAL2	MAOA	MAP3K21	MFSD6L	MGC32805	MIR200B	MIR200C	MIR200CHG	MIR205HG	MIR31HG	MLPH	MMP7	MOGAT3	MSX2	MTUS1-DT	MUC1	MUC15	MUC6	MYEOV	MYH14	MYO3B	MYO3B-AS1	NECTIN4	NECTIN4-AS1	NIPAL1	NIPAL4	NUDT16-DT	ODAM	OVCH2	OVOL1	PAK6	PDE7B	PERP	PIK3C2G	PKP1	PKP3	PLA2G2F	PLA2G4F	PLEKHG6	PLEKHN1	PLS3-AS1	PM20D1	POF1B	POU3F4	POU5F1	PPFIBP2	PPL	PRDM16	PRDM16-DT	PROM2	PRR15	PRR35	PRSS22	PSCA	PSORS1C3	PTGER1	PTK6	PVALB	RAB11FIP2	RAB17	RAB17-DT	RASEF	RASSF6	RBBP8NL	RDH10	RDH10-AS1	RET	RHBG	RNF128	RNF183	RNF207-AS1	RNF223	RNF43	RPL21P72	S100A14	S100A2	S100P	SAMD12	SCIN	SCNN1B	SCNN1G	SDC1	SDK1	SEPTIN9-DT	SHH	SHROOM1	SIGLEC15	SLC30A2	SLC38A11	SLC38A4	SLC52A3	SLC9A2	SLC9A4	SMIM22	SMIM6	SNCG	SNTG1	SNX31	SPINK1	SPINT1	SPMIP8	SPR	SPRR1A	SPRR3	SPTLC3	SSH3	SSTR5	ST14	SYT16	SYT8	TAC3	TACSTD2	TFAP2A	TFAP2A-AS1	TFAP2C	TMC4	TMEM125	TMEM184A	TMEM238L	TMEM30B	TMEM45B	TMPRSS2	TNS4	TRIM29	TRPV6	TSPAN1	TTC39A	TTC6	UGT1A1	UGT1A6	UPK1A	UPK1B	UPK2	UPK3A	VGLL1	VSIG2	VTCN1	VWA5B1	WNT6	WNT7B	WNT9B
DESCARTES_FETAL_KIDNEY_VASCULAR_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_KIDNEY_VASCULAR_ENDOTHELIAL_CELLS	ABHD12B	ADCY4	ADGRF5	ADGRL4	ANKRD36BP2	ARHGEF15	ASIC2	BCL6B	BDKRB2	C2CD4B	CALCRL	CARD10	CASP12	CASP4LP	CDH5	CEACAM1	CIMAP1D	CLEC14A	CLEC1A	CLVS1	CYP26B1	DIPK2B	DISC1FP1	DYSF	ECSCR	EFCC1	ENSG00000248636	EPHB4	ESM1	EXOC3L1	FAM110D	FAM167B	FCN3	FUT1	GABRD	GALNT15	GIPC3	GPM6A	GPR182	GPR4	GUCY1B2	HAFML	HSPD1P16	KANK3	KCNC4	KCNIP4	LHX6	LINC02147	LINC02196	LINC02384	LINC02487	LINC02880	LOC102723313	LOC105371430	LRRC77P	MADCAM1	MALL	MAPK11	MIR126	MMP25	MMRN2	MSX1	NOS2	NOS3	NOTCH4	NR5A2	NRP2	NTS	PCAT19	PIWIL1	PPP1R13B	PREX2	PRND	PTPRB	QRFPR	RAET1G	RAMP3	RBP5	RFX8	ROCK1P1	RP1	SELE	SHANK3	SHE	SLC5A4	SOX17	SP6	SPAAR	SSUH2	STAB2	STC2	SV2B	SYBU	TBC1D21	TCF15	TCIM	THSD1	TIE1	TM4SF18-AS1	TMEM88	TPT1P15	ULBP1	ULBP2	VIP
DESCARTES_FETAL_LIVER_ERYTHROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_ERYTHROBLASTS	A4GALT	ABCB10	ABCB5	ABCC13	ACHE	ACKR1	ACSBG1	ADAM7	ADD2	ALAD	ALAS2	ANK1	ANKRD61	ART4	ASIC4	C17orf99	CD46P1	CPOX	DNAJA4	EIF5AP2	ENSG00000260592	ENSG00000261697	EPB42	EPOR	ERFE	ERVE-1	FHDC1	FKBPL	FLACC1	GRASLND	GYPA	GYPB	GYPE	HBBP1	HDC	KCNH2	KEL	KLF1	KRT13	LINC01399	LINC02444	MINPP1	ODAD4	OSBP2	PIGQ	PPT2	PTH2R	RFESD	RHAG	RHCE	RHD	RNU6-1057P	RNU6-670P	RNU6-87P	RPS12P7	SEC14L3	SEC14L4	SHISA7	SLC14A1	SLC22A4	SLC25A21	SLC25A37	SLC38A5	SLC4A1	SLC5A4-AS1	SLC6A9	SPMAP2L	SPTA1	SPTB	TDH	TFRC	TMOD1	TRAK2	TRIM10	TSPAN17	UBAC1	UROS	XG
DESCARTES_FETAL_LIVER_HEMATOPOIETIC_STEM_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_HEMATOPOIETIC_STEM_CELLS	ANKRD20A5P	AZU1	C1QTNF4	CALN1	CDH9	CFAP92	CHRDL1	CHRM3	CPNE7	ENSG00000260316	HMGA2-AS1	HOXA6	HOXA7	HSPE1-MOB4	HTR1F	ICA1-AS1	INPP5J	KIT	LINC01122	LINC01538	LINC02160	LINC02839	LINC02981	MPO	MS4A3	NKAIN2	NOG	PRDM16	PRSS57	PRTN3	RNF220	SPINK2	TFAP2E-AS1	TNFRSF10A	TRH	USP6
DESCARTES_FETAL_LIVER_HEPATOBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_HEPATOBLASTS	A1BG	A1CF	AADAC	AADACP1	ABCC2	ABCC6	ABCC6P1	ABCG5	ABCG8	ACADSB	ACE2	ACMSD	ACOT12	ACOX2	ACSL3P1	ACSL4	ACSM2A	ACSM2B	ADH1A	ADH4	ADH6	ADM2	ADORA2A-AS1	AFM	AFP	AGMAT	AGMO	AGT	AGXT	AGXT2	AHSG	AK4	AKR1C2	AKR1C3	AKR1D1	ALB	ALDH1A1	ALDH1L1	ALDH1L1-AS1	ALDH1L1-AS2	ALDH4A1	ALDH6A1	ALDH8A1	ALDOB	ALDOC	AMBP	AMDHD1	AMN	ANG	ANGPTL3	ANKS4B	ANPEP	ANXA13	AOC4P	APOA1	APOA2	APOA4	APOA5	APOB	APOC1	APOC2	APOC3	APOC4	APOE	APOF	APOH	APOM	ARG1	ARSL	ART5	ASAH2B	ASGR1	ASGR2	ASPDH	ASS1	ATF5	AZGP1	B3GAT1-DT	BAAT	BBOX1	BCAR3-AS1	BDH1	BHMT	BHMT2	C1orf115	C1orf210	C2orf72	C4BPA	C4BPB	C5	C6	C8A	C8B	CA5A	CACNA1D	CAMK2N1	CAMSAP3	CAPN12	CASC17	CASC19	CCDC198	CCT8P1	CDHR3	CDHR5	CDO1	CFB	CFHR1	CFHR3	CFHR4	CHAD	CHDH	CLDN14	CNGA1	COL2A1	CP	CPB2	CPN1	CPN2	CPS1	CREB3L3	CRYZ	CTNND2	CTXND1	CYP19A1	CYP2J2	CYP3A43	CYP3A5	CYP3A7	CYP4A11	CYP4F2	CYP4F3	DBI	DCDC2	DDC	DGAT2	DHCR7	DIO1	DPYS	DQX1	DUSP9	EFHD1	EHHADH	EIF2S2P2	ELOVL2	ENPP1	ENPP7	ENSG00000228697	ENSG00000230894	ENSG00000233569	ENSG00000243818	EPB41L4B	EPO	ERBB3	ERRFI1	ERVK9-11	ETV4	F10	F11	F12	F13B	F2	F7	F9	FABP1	FADS6	FAM151A	FAM3D-AS1	FAM9A	FBP1	FETUB	FFAR4	FGA	FGB	FGFR3	FGFR4	FGG	FGL1	FMO3	FMO5	FN1	FOLH1B	FOXA1	FOXA2	FOXN4	FOXP2	FST	FTCD	FXYD2	FYTTD1P1	G6PC1	GAS2	GBA3	GC	GCGR	GGCX	GJB1	GJB2	GLDC	GLS2	GLT1D1	GLTPD2	GLUD1	GLYAT	GLYATL1	GPAM	GPC3	GPC5	GPC5-IT1	GPT	GREB1	GSTA2	GTF2IP7	GYS2	H19	HABP2	HAL	HAMP	HAO1	HGD	HGFAC	HISLA	HJV	HKDC1	HMGCS1	HMGCS2	HNF1A	HNF1A-AS1	HNF4A	HNF4G	HOGA1	HPN	HPN-AS1	HPR	HPX	HRG	HRGP2	HSD17B2	IGFBP1	IGSF1	IGSF23	IL17RB	ITIH1	ITIH2	ITIH3	IYD	KCNU1	KIF12	KIF6	KLB	KLF15	KLKB1	KNG1	KRT222	KRT6C	LAD1	LBP	LDHD	LINC00261	LINC00470	LINC00482	LINC00574	LINC00616	LINC00870	LINC00907	LINC00939	LINC01370	LINC01428	LINC01717	LINC01816	LINC01843	LINC01900	LINC01942	LINC02015	LINC02027	LINC02331	LINC02365	LINC02499	LINC02532	LINC02607	LINC02609	LINC02672	LINC02754	LINC02919	LINC02934	LINC03064	LIPC	LIPG	LPA	LRRC31	LRRC9	MAB21L4	MAOA	MAOB	MARVELD3	MAT1A	MBL2	MEP1A	MFFP1	MGC32805	MGST1	MIR122HG	MLIP	MLXIPL	MOGAT1	MOGAT2	MOGAT3	MPC1-DT	MROH9	MRPL23-AS1	MSI1	MSMO1	MST1L	MST1P2	MT1E	MT1F	MT1G	MT1H	MT1M	MT1X	MT2A	MTTP	MTUS1-DT	MUSTN1	MYH14	MYORG	NGEF	NPC1L1	NPSR1-AS1	NR0B2	NR1I3	NUGGC	OGFR-AS1	ONECUT1	ONECUT2	P2RX3	PAH	PALM3	PALMD	PBLD	PCK1	PCSK9	PDCD1	PDZK1	PEBP1	PECR	PEG10	PERP	PHYH	PHYHIPL	PIK3C2G	PKHD1	PLA1A	PLA2G12B	PLCXD2	PLEKHG6	PLG	PLGLA	PLPPR1	PNPLA3	PORCN-DT	POU6F2-AS1	PPARGC1A	PPP1R1C	PPP2R2B	PRAP1	PROC	PRODH2	PROX1	PROX1-AS1	PROZ	PRSS46P	PSAT1	PTP4A1	QRSL1P1	RAB26	RBP4	REEP6	RGN	RHBG	RIDA	RN7SL359P	RN7SL583P	RN7SL674P	RNA5SP163	RNASE4	RNF128	RNU1-30P	RNU4ATAC3P	RNU6-117P	RPL23AP6	RPS26P57	RPS3AP54	SAA4	SALL1	SC5D	SCD	SDC1	SEMA4G	SERPINA1	SERPINA10	SERPINA11	SERPINA3	SERPINA4	SERPINA5	SERPINA6	SERPINA7	SERPINC1	SERPIND1	SERPINF1	SERPINF2	SGIP1	SGK2	SHANK2	SHH	SLC13A5	SLC15A1	SLC16A11	SLC16A12	SLC17A1	SLC17A2	SLC17A3	SLC17A4	SLC19A3	SLC22A10	SLC22A24	SLC22A25	SLC22A3	SLC22A7	SLC22A9	SLC25A18	SLC25A47	SLC26A1	SLC29A4	SLC2A2	SLC2A9	SLC34A1	SLC38A11	SLC38A3	SLC38A4	SLC39A14	SLC39A5	SLC47A1	SLC47A1P2	SLC5A11	SLC6A1	SLC6A11	SLC6A12	SLC7A2	SLCO1A2	SLCO1B1	SLCO1B3	SMAD3-DT	SMLR1	SMOC1	SNAP25-AS1	SNORC	SOAT2	SOWAHA	SPP2	SPTLC3	STEAP2	STEAP2-AS1	SUGCT	SULT1C2	SULT1E1	SYNE4	TAFA4	TAT	TAT-AS1	TCEA3	TDO2	TENM1	TF	THRB	THRB-IT1	TJP3	TM4SF4	TM7SF2	TMEM139	TMEM199	TMEM54	TMEM82	TMPRSS6	TOX3	TRIM55	TRPC5	TTC36	TTC6	TTPA	TTR	U3	UGT2A3	UGT2B10	UGT2B15	UGT2B27P	UGT2B4	UGT2B7	UROC1	VIL1	VSNL1	VTN	WDR72	XDH	XPNPEP2	ZFHX4-AS1
DESCARTES_FETAL_LIVER_LYMPHOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_LYMPHOID_CELLS	ADAM19	ADAMTS7P4	AIRE	ALOX5AP	ARPP21	BACH2	BCL11B	BLK	BLNK	CARD11	CCR7	CD160	CD19	CD2	CD247	CD3D	CD3E	CD3G	CD72	CD79A	CD79B	CD8A	CD96	CFAP73	CLEC4C	CNR2	DNTT	DTX1	EBF1	ENSG00000224610	ENSG00000267568	EOMES	EPN2-AS1	FAM111B	FCMR	FCRL1	FCRL2	FCRL5	FCRLA	FOXP3	FRG1JP	GNLY	GRID2IP	GRIK4	GZMA	GZMM	HRK	HS3ST1	IFNG-AS1	IGHD	IGHM	IGKC	IGLL1	IGLL5	IKZF2	IKZF3	IL18RAP	IL23R	IL2RB	IL32	IL7R	IRF4	ITK	JCHAIN	KLRB1	KLRC1	KLRC2	KLRC3	KLRC4-KLRK1	KLRF1	LAX1	LCK	LEF1	LEF1-AS1	LINC00426	LINC00861	LINC01013	LINC01934	LINC02202	LINC02422	LINC02945	LOC283299	LTB	LY9	LZTFL1	MAP3K14-AS1	MME	MS4A1	MYBL1	NCR1	NIBAN3	NKG7	NMUR1	P2RX5	PAX5	PCED1B-AS1	POU2AF1	PRF1	PTGDR	PYHIN1	RAG2	RASAL1	RASGRP1	RNFT2	RNU6-1214P	RORC	SH2D1A	SH2D4B	SHISAL2A	SLAMF6	SLC4A10	SLC8A1-AS1	SLFN12L	SPIB	TCF4-AS1	TCL1A	TCL6	THEMIS	TIGIT	TRBC2	TRDC	VAV3-AS1	VPREB1	VPREB3	VPS37D	ZAP70	ZNF831
DESCARTES_FETAL_LIVER_MEGAKARYOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_MEGAKARYOCYTES	ACRBP	ACTN1	ACTN1-DT	ADCY6	ALOX12	ANKRD18DP	ANO2	AQP10	ARHGAP18	ARMC3	ATP13A4	C3orf52	CASS4	CATSPER1	CD226	CD40LG	CDC14B	CDH10	CLEC2L	CMTM2	CMTM5	CNST	COL24A1	CXCL2	CXCL3	DGKG	DGKI	DNAAF3-AS1	DNM3	DOK6	EFCAB13-DT	EFHC2	EGF	ELOVL7	ENSG00000229727	ENSG00000233968	ENSG00000245008	ENSG00000258803	F13A1	F2RL3	FAM157C	FBXO40	FCER1A	FERMT3	FHOD1	FLNA	GLYATL1P1	GNB5	GP1BA	GP5	GP6	GP9	GPR87	GRM3	GRM3-AS1	HBD	HPSE	HTR2A	INHBA-AS1	IRAG1	ITGA2B	ITGA6	ITGB3	KIAA0513	L3MBTL2-AS1	LAT	LCN2	LEFTY1	LGALS12	LGALSL	LIMS1	LINC00504	LINC00534	LINC00989	LINC01565	LINC01923	LINC01992	LINC02267	LINC02284	LINC02455	LINC02715	LINC02770	LINC03044	LIPH	LOXHD1	LRP12	LTBP1	LY6G6E	LY6G6F	LY6G6F-LY6G6D	MAP1A	MARCHF4	MDM1	MED12L	MMRN1	MPIG6B	MPP7	MYCBPAP	MYEOV	MYH9-DT	MYO3B	MYOM1	NBEAL2	NEXN	NEXN-AS1	NLK	NPM1P27	NRGN	PADI4	PCP2	PDE5A	PDGFA-DT	PF4	PF4V1	PGAM1P8	PIRAT1	PLEK	PLXNB3	PPBP	PRKAR2B	PROSER2	PRSS27	PTCRA	RAB27B	RAB3C	RAP1B	RGS18	RNU6-299P	RNY1P11	RSPH1	RUFY1	SEC14L5	SELP	SEPTIN5	SETP11	SIAE	SLC18A2-AS1	SLC24A3	SLC35D3	SLC37A1	SLC9A1	SMIM12	SPX	SRC	STUM	STX1A	SYTL4	TGFB1	THBS1	TLN1	TMEM40	TMEM91	TNNI3	TREML1	TRPC6	TUBA4A	TUBA8	TUBB1	VEPH1	XYLT2	ZYX
DESCARTES_FETAL_LIVER_MESOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_MESOTHELIAL_CELLS	ABCG4	ABI3BP	ACOXL	ADAMTS15	ADAMTS9-AS1	ADGRB2	ADTRP	ALDH1A2	ALOX15	AMIGO1	ANKRD13B	AOX1	ARFGEF3	ARHGAP44	ARHGEF26	ARHGEF4	ARL4D	ASAH1-AS1	ATF3	AXIN2	B4GALNT4	BASP1-AS1	BNC1	BNC2	BOC	BRINP2	C1QL1	C1QTNF1	C21orf62	C6orf132	CA11	CA9	CARNS1	CASC20	CAVIN1	CAVIN3	CBLN2	CBX8	CCDC80	CDH20	CDH22	CDH3	CDON	CFAP221	CFAP299	CFAP46	CFAP54	CFTR	CGN	CLIC3	CLIC5	CNGA4	CNGB3	CNTN3	COL11A1	COL12A1	COL21A1	COL4A3	COL4A6	COL8A1	COL8A2	COL9A3	CPAMD8	CRACDL	CRB2	CRIP1	CRYAB	CSDC2	CSPG5	CTNNA3	CTXN1	CYP2W1	CYP4X1	CYSTM1	DCT	DDR1	DISP1	DLGAP2	DNAH7	DNAI7	DPP4	DPP6	DSC3	EDIL3-DT	EFEMP1	EFNA4	EGR1	EIF2AK3-DT	ELFN1	ELN	EMP2	ENTPD2	EPHA6	EPHB6	EPS8L1	ERBB4	EVPL	EZR	FAHD2B	FAM110C	FBN3	FGF18	FGF9	FLNC	FLRT3	FNDC1	FOXC1	FREM2	FRMD6-AS2	FXYD7	FZD7	GABRB2	GADL1	GALNT9	GAS1	GAS6	GFPT2	GJA1	GNGT1	GOLGA2P7	GPC4	GRIA4	GRID2	GRIK2	GRIN2A	GRIN3A	GSDME	GSG1L	GSTM3	GXYLT2	HAS1	HCFC1R1	HS3ST5	HS6ST3	HSPA1B	HSPB2	HTRA1	ID4	IGFBP5	IGSF9	IL17RE	INHBA	ITGA3	ITGB4	ITGB8	JPH4	KCNJ15	KCTD8	KLF2-DT	KLF5	KLK11	KNDC1	KRT18	KRT19	KRT7	LAMA3	LAMA5	LAMC2	LGALS3	LHX9	LINC00922	LINC01031	LINC01140	LINC01331	LINC01508	LINC01996	LINC02024	LINC02381	LINC02613	LINC02643	LINC03051	LINC03092	LMO4	LONRF2	LOX	LRP2	LRRIQ1	LRRN1	LRRTM3	LSAMP	LURAP1L	LY6H	MAD2L1BP	MAP3K21	MDGA1	MEDAG	MEIS1-AS3	MEOX2	MGAM	MGAT4C	MGP	MIR100HG	MMP24	MPP2	MSLN	MTMR7	MUC16	MYADM-AS2	MYO5B	MYRF	NBL1	NCR3LG1	NEBL	NEK5	NETO1	NKD1	NPHS1	NPNT	NTNG1	NTRK3	NXNL2	NXPH2	ODAD3	OGN	OSR1	PALLD	PAPPA	PARM1	PDE7B	PDGFRL	PDLIM4	PDPN	PDZK1IP1	PEX5L	PHF21B	PHLDA3	PIANP	PIWIL4-AS1	PLA2G2A	PLAAT5	PLCE1	PLLP	PNMA2	PNMA8A	PODXL	POF1B	POU6F2	PPL	PPM1E	PRDM6	PROCR	PRR15-DT	PRR36	PRX	PTGFRN	PTPRD	PTPRF	PTPRQ	PTPRT	PTPRU	RAB34	RALYL	RASSF7	RASSF8	RBFOX1	RGMA	RHPN2	RRAD	RSPO1	RTL8A	RYR2	S100A10	SAMD11	SDR42E1	SEMA3B	SEMA3C	SEZ6L2	SFRP5	SILC1	SLC16A1	SLC34A2	SLC4A4	SLC8A2	SLIT3	SLITRK4	SLPI	SMOC2	SMPD3	SMTNL2	SNAP91	SPEG	SPINT1	SPOCK1	SPOCK2	STK31	STON1-GTF2A1L	SULF1	TAF1A-AS1	TEKT5	TENM3	TFPI2	TGFB3	TGM1	THSD4	TLL1	TMEM132A	TMEM132B	TMEM132C	TMSB15A	TNNT1	TPBG	TRABD2B	TTC23L	TTLL9	UPK3B	VIT	VSTM2A	WNT2B	WT1	WT1-AS	ZBTB47	ZBTB7C	ZNF649
DESCARTES_FETAL_LIVER_MYELOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_MYELOID_CELLS	ADAP2	ADGRE1	ADGRE4P	AGBL4	AGBL4-IT1	AXL	BATF3	C1QA	C1QB	C1QC	C1orf162	C3AR1	C5orf64	C9orf72	CABP4	CALHM6	CARD14	CCDC170	CCR1	CCR3	CD163	CD163L1	CD1C	CD209	CD300LF	CD5L	CD68	CD80	CD86	CDH13-AS2	CETP	CFD	CFP	CLEC4F	CLEC7A	CMKLR1	CPVL	CREG1	CSF1R	CSF2RA	CST3	CTSB	CTSS	CXCL10	CXCL8	CXCL9	CXCR2P1	CYBB	DHDH	DMXL2	DOCK8-AS1	EBI3	ELF5	ENSG00000234647	ENSG00000258039	EPB41L3	EYA2	FCAR	FCGR2C	FCGR3A	FCN1	FGD2	FGL2	FMN1	FOLR2	FPR1	FPR3	FUCA1	GAA	GFRA2	GPBAR1	GPR137B	HK3	HLA-DQA1	HMOX1	HORMAD1	HRH1	IDO1	IFI27	IFIT2	IFIT3	IFNGR1	IGSF21	IGSF6	IL10RA	IL4I1	ITGAX	KCNAB1	KCNJ10	KCNK13	KCNMA1	LGMN	LHCGR	LILRA1	LILRA5	LILRA6	LILRB1	LILRB1-AS1	LILRB2	LILRB3	LILRB4	LILRB5	LINC00970	LINC01504	LINC01645	LINC02057	LINC02345	LINC03070	LIPA	LRRC25	MAFB	MANCR	MARCHF1	MARCO	MCOLN1	ME1	MERTK	MMP2-AS1	MPEG1	MS4A14	MS4A4A	MS4A4E	MS4A7	MSR1	MX2	MYO7B	NABP1	NAPSB	NCF2	NDST3	NEXMIF	NFAM1	NFKBIE	NLRC4	NOD2	OLFML2B	OSBPL11	OSCAR	OTULINL	P2RY13	P2RY6	PDCD1LG2	PDE1B	PDK4	PELATON	PHKA1	PILRA	PLA2G15	PLA2G7	PLBD1	PLBD1-AS1	PLPP2	PTPRO	RAB31	RAB39A	RASGEF1C	RASSF4	RBM47	RGL3	RGS1	RN7SL138P	RNASE6	RNF135	SAMHD1	SCIMP	SCN1B	SDC3	SEMA4A	SEPTIN9-DT	SEZ6L	SIGLEC1	SIGLEC11	SIGLEC14	SIGLEC16	SIGLEC5	SIGLEC7	SIGLEC9	SIRPB1	SIRPB2	SLC15A3	SLC24A4	SLC29A3	SLC31A2	SLC37A2	SLC49A4	SMIM35	SPIC	SPSB4	SUCNR1	TBC1D30	TBX1	THEMIS2	TIMD4	TLDC2	TLR5	TLR8	TLX1	TMEM26-AS1	TMEM63C	TMEM86A	TMIGD3	TNFAIP2	TNFAIP8L2	TNFRSF11A	TPRG1	TRIM36	TYMP	TYROBP	VCAM1	VSIG4
DESCARTES_FETAL_LIVER_STELLATE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_STELLATE_CELLS	A2ML1	ABCC9	ADAMTS12	ADAMTS13	ADAMTSL1	ADCY5	ADCYAP1R1	ADGRA2	ADGRB3	ADRA1B	AFAP1L2	AHRR	ALLC	ALPL	ANGPTL6	ANO3	ASPN	B3GAT2	BCO1	BGN	BMP5	BMPR1B	C1QTNF2	C1QTNF7	CACNA2D1	CARMN	CCBE1	CCDC178	CCDC3	CDH19	CDH4	CLMAT3	CNTN5	COL25A1	COL6A3	COLEC10	COLEC11	CSPG4	CXCL14	DAAM2	DACH2	DACT3	DBH	DCDC2C	DENND2B	DIO3	DIO3OS	DSEL	EDNRA	ENSG00000233539	ENSG00000264449	ENSG00000272840	EPHA3	FAM13C	FAT3	FBXO24	FERMT2	FGF1	FGF10	FGF10-AS1	FGFR2	FHOD3	GEM	GGT5	GNAO1-DT	GPC6	GPC6-AS1	GPR153	GRIN2D	GUCY1A2	HGF	HS3ST3B1	HSPB6	IGFBP3	IL1RAPL1	INS-IGF2	ITGA1	ITGA8	ITIH5	KCNE4	KIF26B	KIF26B-AS1	LAMA2	LAMB1	LGSN	LHX2	LIFR	LINC00632	LINC02237	LINC02319	LINC02507	LINC02698	LMO7-AS1	LRAT	LRRC17	LRRC7	LUM	LY6S-AS1	LYPD6B	LZTS1	MASP1	MDGA2	MFAP4	MSC-AS1	MUSK	MXRA8	MYO1B-AS1	NBPF3	NDUFA4L2	NES	NEURL1B	NGFR	NID2	NKAIN3	NPAP1	NR1H4	NTF3	NWD2	PDGFRA	PDGFRB	PKNOX2	POSTN	PTH1R	RAI2	RASL12	RBM46	RBMS3	RBMS3-AS3	RIT2	RNU6-1327P	ROBO2	RPL17P21	RPS12P5	RPS6KA6	RSPO3	RXFP1	S1PR3	SCARF2	SEMA5A	SEPTIN4	SEPTIN4-AS1	SKINT1L	SLC17A8	SLC1A7	SLITRK6	SPRY1	ST6GAL2	STEAP4	SVEP1	SYNPO2	TACR1	TARID	TBX2	TBX2-AS1	TMEM132D	TRMT9B	TRPC3	TWIST2	VIPR1	VSTM4
DESCARTES_FETAL_LIVER_VASCULAR_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LIVER_VASCULAR_ENDOTHELIAL_CELLS	ACP5	ACSM1	ADCY4	ADGRF5	ADGRL4	ADM	AFAP1L1	ARHGEF15	ASB11	BMP2	BMPER	BMX	BRINP1	BTNL9	C2CD4B	C2CD4D-AS1	C2orf83	CCM2L	CFAP206	CHRNA7	CIMAP1D	CLEC14A	CLEC3B	CLEC4G	CLEC4GP1	CLEC4M	CNTNAP3B	CPNE5	CPXM2	CRACR2B	CRHBP	CT69	DCST2	DIPK2B	DKK2	DLL4	DNASE1L3	DUSP5	ECSCR	EDN1	EEF1A1P31	EEIG1	EGFL7	EMCN	ENSG00000187185	ENSG00000233251	ENSG00000253281	EXOC3L1	F8	FCN2	FCN3	FEZ1	FGF23	FLT1	FLT4	GABRG3	GALNT18	GNA14	GNA14-AS1	GPR182	HECW2	HSPA12B	HSPG2	IL13RA2	IL33	IRS3P	JAM2	KANK3	KDR	KIF17	KIF19	KLF8	KLHL4	LDB2	LEMD1-AS1	LHFPL2	LINC01170	LINC01541	LINC01545	LINC02005	LINC02984	LINC03002	LOC102723313	LRIG3	LRRC66	LRRIQ4	MAN1C1	MMRN2	MYRIP	NETO2	NHSL2	NOS3	NOSTRIN	NOTCH4	NOVA2	NTN4	NTN5	NTS	NUDT10	NXF3	OIT3	OLFM1	PCA3	PCAT19	PDE2A	PITPNM3	PLK2	PLPP3	PRUNE2	PTCHD4	PTPRB	PTPRN2	PVALB	RAMP3	RASIP1	RASSF9	REN	RFPL1	RNU6-501P	RP1	RTN4RL1	SH3RF3	SLCO2A1	SLCO5A1	SMAD9	SOX17	SPATA18	STAB1	STAB2	SYCP1	TAMALIN	THSD1	TINAGL1	TM4SF18	TMC7	TMEM233	TP53I11	TRPM6	TSPAN18	TSPAN7	U8	VIP	WWTR1-IT1	ZEB1-AS1
DESCARTES_FETAL_LUNG_BRONCHIOLAR_AND_ALVEOLAR_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_BRONCHIOLAR_AND_ALVEOLAR_EPITHELIAL_CELLS	ACOXL	ADCY8	AGER	ATP11A	C10orf90	CCDC198	CDH16	CLDN18	CLDN2	CLDN6	CPM	CRLF1	DACT2	DMBT1	EDN3	ENSG00000214708	ETV5	FAM41C	FGF20	FGFR2	FREM3	GGT2P	GPX6	H1-9P	HAS3	IL12A-AS1	IRX6	ITGB6	KCNJ15	KCNJ5	KIF12	LAMP3	LHFPL3-AS1	LHFPL3-AS2	LINC01331	LINC01332	LINC01335	LINC01426	LINC02307	LINC03007	LMO7DN	LOC283299	MAP3K21	ODAM	PALM3	PGC	PIK3C2G	PKHD1	PLCZ1	PPP1R3A	PTCSC3	RBBP8NL	RNF220	ROS1	RPS29P11	SFTA3	SFTPB	SFTPC	SLC10A2	SLC19A3	SLC22A3	SLC34A2	SLC34A3	SMIM43	SP5	SPMIP8	SUSD2	TPD52L1	UGT2B7
DESCARTES_FETAL_LUNG_CILIATED_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_CILIATED_EPITHELIAL_CELLS	AADACL2	AADACP1	ABCA13	ACBD3-AS1	ADGB	ADGRF2P	ADPRS	AGBL2	AGR3	AK7	AK8	AK9	AKAP14	ALDH3B1	ANGPTL5	ANKDD1B	ANKFN1	ANKK1	ANKRD44-AS1	ANKRD45	ANKRD66	ANXA13	APOBEC4	ARMC2	ARMC3	ARMH1	ARMH2	ASB14	ATP4B	AXDND1	B9D1	BBOF1	BCYRN1	BTG4	C10orf67	C10orf95	C11orf16	C11orf52	C11orf97	C16orf46	C1QTNF8	C1orf141	C1orf87	C21orf58	C22orf15	C22orf23	C2orf50	C2orf73	C6	C6orf118	C6orf52	C7orf57	C8B	C8orf34	CABCOCO1	CACNG6	CAPN13	CAPN8	CAPS	CAPS2	CAPSL	CASC2	CATIP	CATSPERD	CC2D2A	CCDC103	CCDC113	CCDC13	CCDC146	CCDC153	CCDC157	CCDC160	CCDC17	CCDC170	CCDC181	CCDC190	CCDC30	CCDC33	CCDC39-AS1	CCDC40	CCDC60	CCDC65	CCDC74A	CCDC74B	CCDC78	CCDC81	CCDC89	CCDC96	CCNA1	CCNO	CCNO-DT	CD164L2	CDH13-AS2	CDH26	CDHR18P	CDHR4	CDNF	CEP126	CEP19	CERKL	CETN2	CFAP100	CFAP107	CFAP119	CFAP126	CFAP141	CFAP144	CFAP157	CFAP206	CFAP20DC	CFAP210	CFAP221	CFAP251	CFAP276	CFAP298	CFAP299	CFAP300	CFAP418-AS1	CFAP43	CFAP44	CFAP45	CFAP46	CFAP47	CFAP52	CFAP53	CFAP54	CFAP57	CFAP58	CFAP61	CFAP65	CFAP69	CFAP70	CFAP73	CFAP77	CFAP90	CFAP91	CFAP95	CFAP96	CFAP99	CHST6	CHST9	CIBAR2	CIMAP1B	CIMAP3	CIMIP1	CIMIP2B	CIMIP2C	CLDN8	CLEC19A	CLUAP1	CLXN	CNGA4	COL28A1	CRISP2	CROCC2	CSPP1	CSRP3-AS1	DAW1	DCDC1	DCDC2B	DERL3	DIO1	DLEC1	DLG5-AS1	DNAAF1	DNAAF11	DNAAF2	DNAAF4	DNAAF6	DNAAF8	DNAH1	DNAH10	DNAH11	DNAH12	DNAH2	DNAH3	DNAH5	DNAH6	DNAH7	DNAH9	DNAI1	DNAI2	DNAI3	DNAI4	DNAI7	DNAJB13	DNAL1	DNALI1	DOC2A	DPCD	DRC1	DRC3	DRC7	DTHD1	DYDC1	DYDC2	DYNLRB2	DYNLT2B	DYNLT4	DYNLT5	DZANK1	E2F3P2	ECT2L	EEF1B2P4	EEF1B2P5	EFCAB10	EFCAB12	EFCAB6	EFHB	EFHC1	ENKD1	ENKUR	ENO4	ENSG00000181123	ENSG00000226690	ENSG00000228793	ENSG00000236495	ENSG00000238185	ENSG00000259359	ERICH2-DT	ERICH3	ERICH3-AS1	ERICH6-AS1	ESRRG	EYA1	FABP6	FAM133GP	FAM151B-DT	FAM181A	FAM181A-AS1	FAM216B	FAM221B	FAM227A	FAM229B	FAM47E	FAM81B	FANK1	FBXL13	FBXO15	FBXW9	FHAD1	FLACC1	FMO3	FOXJ1	FOXN4	FRMPD2	FSIP1	FUZ	GBP6	GIHCG	GJB7	GLB1L2	GLTC1	GOLGA2P5	GON7	GRIN3B	GSTA2	GSTA3	HAGHL	HCG14	HHATL	HHLA2	HMGB1P16	HOATZ	HSPBP1	HYDIN	IFT22	IFT56	IFT57	IFT70A	IK	IL5RA	IQANK1	IQCD	IQCG	IQCH	IQUB	KATNIP	KCNE1	KCNJ16	KCNRG	KIAA2012	KIF23-AS1	KIF27	KIF6	KIF9	KLHDC9	LCA5	LCA5L	LDLRAD1	LEKR1	LGSN	LIAT1	LINC00589	LINC00939	LINC01091	LINC01392	LINC01435	LINC01571	LINC01707	LINC01708	LINC01732	LINC01765	LINC01843	LINC01908	LINC01927	LINC02066	LINC02166	LINC02265	LINC02289	LINC02300	LINC02345	LINC02624	LINC02696	LINC02731	LINC02958	LINC03086	LKAAEAR1	LMNTD1	LMO1	LNC-LBCS	LPAR3	LPO	LRGUK	LRP2BP	LRRC10B	LRRC18	LRRC23	LRRC26	LRRC34	LRRC37A5P	LRRC43	LRRC46	LRRC51	LRRC56	LRRC71	LRRC73	LRRC74B	LRRC9	LRRIQ1	LRRIQ3	MAK	MAP3K19	MAPK15	MARCHF10	MAT1A	MDH1B	MEIG1	MGAT4D	MIR7515HG	MNS1	MOBP	MORN2	MORN5	MRLN	MROH9	MYCBPAP	NAT1	NEK10	NEK11	NEK2-DT	NEK5	NHLRC4	NME5	NME9	NPHP1	NRAD1	NRAV	NUDT7	NWD1	ODAD1	ODAD2	ODAD3	ODAD4	OMG	OSCP1	PACRG	PAPOLA-DT	PIERCE1	PIERCE2	PIH1D2	PITPNM1	PLA2G10	PLA2G10CP	PLEKHG7	PLEKHS1	PLPP2	PLPPR3	PPIL6	PPOX	PPP1R16A	PPP1R42	PRR29	PRSS54	PTPRT	R3HDML-AS1	RAB36	RABL2A	RABL2B	RGS22	RHPN1-AS1	RIBC1	RIBC2	RIIAD1	RNF157-AS1	RNF32	RNU4-46P	ROPN1L	RP1	RPGR	RPGRIP1L	RPL13AP26	RPL21P54	RPL30P7	RPS8P5	RSPH1	RSPH10B	RSPH10B2	RSPH14	RSPH4A	RSPH9	RUVBL2	RWDD3-DT	SAMD15	SAPCD1-AS1	SAXO2	SAXO4	SCGB2A1	SEC14L3	SERPINA6	SERPINI2	SLC22A4	SLC27A2	SLC28A2	SLC44A4	SLC9C2	SMIM34	SMIM6	SNRPF-DT	SNTN	SOX30	SPACA9	SPAG16	SPAG17	SPAG6	SPAG8	SPATA17	SPATA18	SPATA33	SPATA4	SPATA6L	SPATS1	SPEF1	SPEF2	SPMIP6	SRGAP3-AS2	ST6GALNAC2	STK33	STMND1	STOML3	STOX1	SYNPR-AS1	SYT8	TCTE1	TCTN2	TEKT1	TEKT2	TEKT3	TEKT4	TEX26	TEX56P	TGM3	THBS3-AS1	TIGD4	TMC5	TMEM190	TMEM212	TMEM231	TMEM231P1	TMEM232	TMEM67	TMPRSS7	TNPO1-DT	TOGARAM2	TP53AIP1	TP73	TPPP3	TRAF3IP1	TREM1	TRIP13	TSNAXIP1	TSPAN19	TTC14-DT	TTC16	TTC21A	TTC23L	TTC29	TTC34	TTC41P	TTLL10	TTLL13	TTLL6	TTLL9	TUBA4B	UBXN10	UGT2B17	ULK4	UMODL1-AS1	UROC1	USP2	USP2-AS1	UVRAG-DT	VNN3P	VWA3A	VWA3B	VWA5B1	WDR38	WDR49	WDR54	WDR86-AS1	WDR93	WFDC6	ZBBX	ZC2HC1C	ZDHHC1	ZDHHC11	ZMYND10	ZMYND10-AS1	ZMYND12	ZNF19	ZNF20	ZNF273	ZNF295-AS1	ZNF391	ZNF473CR	ZNF474	ZNF475	ZNF497	ZNF584	ZSCAN1
DESCARTES_FETAL_LUNG_CSH1_CSH2_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_CSH1_CSH2_POSITIVE_CELLS	A2M-AS1	ACO1	ADAM12	AKR1B1	ALG2	ALKBH2	ALKBH8	ANGPT2	ANGPTL4	ANKRD40	APOB	ASF1A	ATXN1L	BBOX1	BOK	C15orf40	C21orf91	CABYR	CARNMT1-AS1	CCAR2	CCDC192	CCNDBP1	CDKN1C	CDO1	CENPV	CEP152	CERCAM	CGA	CHD8	CHODL	CNKSR1	CNNM3	CNOT3	COBLL1	COPS9	COQ7	CSH2	CTSL	CYP11A1	CYP19A1	CYP1B1-AS1	CYTH3	DDIT3	DHX32	DLX3	DLX4	DOLK	EBI3	EED	EFCAB8	EFHD1	EML2	ENPEP	ENSG00000243273	EPHA1	ETAA1	EVA1B	FAM131A	FAM200A	FXN	GABPB1	GNGT1	GPAM	GPATCH11	GPR84-AS1	GTF2H2	HARS1	HNRNPA1L3	HNRNPD	HSD11B2	HSD17B1	HSF2	ILF2	KAT7	KCNJ14	KISS1	KMO	L3MBTL1	LGR5	LIN28B	LINC00689	LINC01535	LLGL1	LRP2	LSM10	LVRN	LZTS2	MAP3K12	MARCHF9	MBD6	METTL5	MFSD12-AS1	MFSD13A	MIR3171HG	MIR4300HG	MMP11	MRGPRF	MSH6	MSX1	MTMR10	NFU1	NHLRC1	NKIRAS1	NOP14-AS1	NUFIP2	OGDH	P2RX4	P2RY11	P2RY2	PAPPA	PCGF1	PEG3	PEX12	PGF	PGP	PHLDA2	PLAC1	PLCE1-AS1	POLR2D	POLR2J2	POU6F1	PPAT	PPIL2	PRDM11	PREB	PSG1	PSG5	PSMD3	QNG1	RAB23	RAC3	RNF128	RNF14	RPL13AP5	RTN4IP1	SDC1	SEC61G	SEMA3B	SEMA3F	SEMA5B	SEMA7A	SGPP1	SH3GLB2	SLC13A4	SLC16A4	SLC23A3	SLC25A32	SLC25A35	SLC2A1	SLC35B2	SLC39A9	SLC52A1	SLC6A4	SNAI1	SNRPA1	SPINDOC	SPIRE2	SPTLC3	ST3GAL4	STARD4	STRA6	SUPV3L1	SYDE1	TARS1	TBC1D24	TBCEL	TCAF2P1	TEX261	TFAM	TFPI2	TFPT	TGM2	TIMM17A	TIMM50	TIPIN	TM2D2	TMEM101	TMEM192	TNFRSF12A	TP53I13	TPTEP1	TRAFD1	TRMT61A	TRPV6	TSEN34	TTPAL	TWIST1	TXNDC15	UBL7-DT	UEVLD	UNC119	UPP1	USP14	USP43	VGLL3	VPS16	WAPL	YKT6	ZBTB14	ZDHHC16	ZFAND1	ZFYVE28	ZNF138	ZNF268	ZNF280C	ZNF333	ZNF343	ZNF587	ZNF616	ZNF703	ZNF74	ZNF839	ZNF880
DESCARTES_FETAL_LUNG_LYMPHATIC_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_LYMPHATIC_ENDOTHELIAL_CELLS	ABCA4	ACSM2B	ADAMTS4	ADD3-AS1	C5orf64	C6orf141	CASP12	CCL21	CH25H	CMKLR2	CTHRC1	CYP2AC1P	D21S2088E	DAND5	ENSG00000250626	FLT4	FOXC2	FZD10	GALNT15	GGT5	GJC2	GJD3	GLRA4	GNG12-AS1	GPR182	HAPLN3	HOXD-AS2	HOXD10	HOXD3	HOXD4	HOXD9	KCNIP1	KLHL4	KRT222	LETR1	LINC00636	LINC01116	LINC01182	LINC01748	LINC02058	LINC02147	LINC02653	LINC02668	LINC02701	LINC02840	LOX	LRCOL1	LRRC15	LRRC70	LRRN4CL	MSMP	NETO1	NFIA-AS2	NRP2	NTS	P4HA3	PARD6G	PHF24	PLIN5	POU4F1	PPFIBP1	PRR5L	PTX3	RAB11FIP5	RELN	SLC27A3	SLC30A3	SLC5A1	STAB2	TM4SF18-AS1	TSPEAR	U8	UNC5A	ZNF24TR	ZP2
DESCARTES_FETAL_LUNG_LYMPHOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_LYMPHOID_CELLS	AGMAT	APOBEC3D	BLK	C10orf88B	CA6	CCR7	CD160	CD19	CD2	CD247	CD27	CD3D	CD3E	CD3G	CD5	CD52	CD7	CD79A	CD79B	CD8A	CD8B	CDHR1	CHI3L2	CHRM3-AS2	CORO1A	CR2	CRTAM	CST7	CTLA4	CXCR3	CXCR5	CXCR6	DGKA	DNTT	ENSG00000224610	ENSG00000227863	ENSG00000266088	ENSG00000267568	FASLG	FCMR	FCRL1	FCRL2	FCRL3	FCRL5	FCRLA	FLT3LG	FOXP3	GNLY	GPA33	GPR171	GZMA	GZMB	GZMH	GZMK	GZMM	ICOS	IFNG-AS1	IGHD	IGHM	IGKC	IGLL1	IGLL5	IKZF3	IL18RAP	IL23R	IL2RA	IL2RB	IL2RG	IL7R	ITK	JCHAIN	KLRB1	KLRC1	KLRC2	KLRC3	KLRC4-KLRK1	KLRF1	KLRK1	LAX1	LCK	LEF1	LEF1-AS1	LINC00426	LINC00861	LINC01215	LINC01222	LINC01259	LINC01891	LINC01934	LINC02273	LINC02325	LTA	LTB	LY9	MATK	MEOX1	MS4A1	MZB1	NCR1	NCR3	NIBAN3	NKG7	NPM1P27	NPM1P7	NT5C3AP2	P2RX5	PAX5	PCED1B-AS1	PDCD1	PRF1	PSMA8	PTGDR	PTPRCAP	PYHIN1	RAG2	RASGRP1	RHOH	S1PR4	S1PR5	SAMD3	SATB1-AS1	SCML4	SEPTIN1	SH2D1A	SH2D1B	SHISAL2A	SIRPG	SIT1	SKAP1	SLAMF1	SLAMF6	SLC14A1	STAP1	STAT4	STK17A	TBC1D10C	TBX21	TCF7	TCL1A	THEMIS	TIGIT	TMIGD2	TNFRSF13B	TNFRSF9	TRAT1	TRBC2	TRD-AS1	TRDC	TRGC1	TRGC2	TXK	UBASH3A	VAV3-AS1	VPREB1	VPREB3	XCL1	XCL2	ZAP70	ZBP1	ZNF683
DESCARTES_FETAL_LUNG_MEGAKARYOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_MEGAKARYOCYTES	ACRBP	ADCY6	ANK1	ANKRD55	ANKRD9	AQP10	ATP2C1	BBC3	BEND2	BMP6	C11orf21	C2orf88	CA3-AS1	CCR4	CD226	CD84	CHRNA2	CLEC1B	CMTM2	CMTM5	CNST	CR1L	CTNS	CTSA	CXCL3	CXCR2P1	DGKD	DGKG	DNM3	E2F1	EFCAB13	EFCAB13-DT	EGF	ENDOD1	ENPP7P10	ENSG00000212206	ENSG00000227355	ENSG00000233968	ENSG00000258803	ERVK9-11	EXOC3L4	F2R	F2RL3	FAM110A	FERMT3	FLNA	GAS2L1	GATA1	GCSAML	GFI1B	GMPR	GP1BA	GP5	GP6	GP9	GUCY1B1	H2BC15	HBD	HEMGN	HERC2P4	HEXIM2	HGD	HPSE	HTR2A	HYAL3	ILK	ING5	INHBA-AS1	INSIG1-DT	ITGA2B	ITGB3	ITPRID2-DT	KCNQ4	KEL	KIAA0513	LAT	LEFTY1	LGALS12	LGALSL	LINC00298	LINC00504	LINC00534	LINC00642	LINC00989	LINC01594	LINC02267	LINC02284	LINC02770	LINC02884	LRP12	LTBP1	LY6G6F	LY6G6F-LY6G6D	LYL1	MACIR	MARCHF2	MAX	MFAP3L	MFSD2B	MLC1	MOB3C	MPIG6B	MPL	MPP1	MYO18B	MYOM1	NBEAL2	NEXN	NFE2	NLK	NRGN	NT5C3A	NT5M	OR2W3	P2RX1	P2RY1	PCP2	PDE3A	PDGFA-DT	PDLIM7	PF4	PLEK	PLEKHF2	PLXNB3	PLXNB3-AS1	PPBP	PRKAR2B	PTCRA	PTGER3	PTGIR	RAB27B	RAB37	RAP1B	RBPMS2	RGS18	RHAG	RHD	RILP	RIPOR3	RN7SL30P	RPL17P22	RTN2	RUFY1	SELP	SLC2A3	SLC39A3	SMG1P4	SMOX	SRC	SSX2IP	STRIP2	SUCNR1	SYTL4	TAL1	TBXA2R	TFR2	TGFB1	THBS1	TLN1	TMA7B	TMCC2	TMEM91	TNFSF4	TNNI3	TRAPPC3L	TREML1	TRIM58	TSPAN32	TUBA8	TUBB1	UBL4A	VCL	VIL1	WFDC1	WHAMMP2	XIRP2	XK	ZFPM1	ZNF792	ZYX
DESCARTES_FETAL_LUNG_MESOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_MESOTHELIAL_CELLS	ABHD12B	ADAMTS5	ADCYAP1	ADGRD1	ALDH1A2	ASS1	BDKRB1	BDNF	BNC1	BST1	C1R	C21orf62	C3	CA9	CARNS1	CASC20	CCN4	CDH20	CES5AP1	CFB	CFH	CLDN15	COL8A2	CPA4	CRB2	CRIM1	CTSE	CYP4Z1	DKK1	DOK7	DSEL-AS1	EIF4BP6	ELN	FAM110C	FGF9	FGGY-DT	FNDC1	GADL1	GATA4	GEM	GFPT2	GLP2R	GRIN2A	GSDME	GSG1L	HAS1	IL6	ITLN1	KLHL31	KLK1	KLK5	KRT5	LIF	LINC01018	LINC01133	LINC01687	LINC01996	LINC02360	LINC02381	LINC02643	LRRN4	MGP	MIR548XHG	MPPED2-AS1	MSLN	MST1	NHERF4	NKX3-1	NMU	NPHS1	OLR1	PCK1	PCOLCE2	PDZRN4	PLA2G2A	PLAC9	PLLP	PODN	PRELP	PRG4	PRODH2	PRSS33	PSAPL1	PTGIS	PTPRQ	RERG	RND1	RNU4-45P	RNU6-977P	RSPO1	SBSPON	SFRP5	SMTNL2	SOX15	SPRR2F	SULF1	TBX18	TECRL	TGM1	TMEM52B	TNNT1	UNC5B-AS1	WNT2B	WT1	WT1-AS
DESCARTES_FETAL_LUNG_MYELOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_MYELOID_CELLS	ADGRE1	ADGRE2	ADGRE3	ANPEP	ARL5C	ASB2	ASGR2	ATP8B4	BATF3	BCL2A1	C19orf38	C1QA	C1QB	C1QC	C3AR1	C5AR2	C9	CARD9	CASP5	CCDC26	CCR1	CD14	CD163	CD163L1	CD1C	CD1D	CD207	CD209	CD300E	CD300LB	CD300LF	CD33	CD74	CD83	CD86	CEACAM4	CIITA	CLEC10A	CLEC4F	CLEC5A	CLEC7A	CLEC9A	CLNK	CMKLR1	CPA3	CPVL	CSF2RA	CXCL10	CXCL9	CYBB	CYTH4	DNASE1L3	EGR2	ENSG00000231873	FCAR	FCGR1A	FCGR1BP	FCN1	FGD2	FGL2	FLT3	FOLR2	FPR1	FPR3	GPR141	GPR34	HAVCR2	HCK	HDC	HLA-DMA	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQA2	HLA-DQB1	HLA-DQB1-AS1	HLA-DQB2	HLA-DRA	HLA-DRB1	HLA-DRB5	HLA-DRB6	HLA-DRB9	HPGDS	HRH2	HTR7	IDO1	IDO2	IFI30	IGSF6	IL1B	IL1R2	IRF8	ITGAX	KCNK13	KCNMB1	KYNU	LGMN	LILRA1	LILRA2	LILRA5	LILRA6	LILRB2	LILRB3	LILRB4	LILRB5	LINC00671	LINC00996	LINC01094	LINC01478	LINC01605	LINC02513	LINC02576	LINC03070	LRRC25	LRRK1	LYZ	MEFV	MILR1	MMP9	MNDA	MPEG1	MPO	MS4A14	MS4A4A	MS4A4E	MS4A6A	MS4A7	MTND5P14	NAIP	NAPSB	NCF2	NFAM1	NLRC4	NLRP3	NME8	NOD2	OSCAR	P2RY13	P2RY14	PILRA	PLA2G2D	PLD4	PRAM1	PRTN3	PTGS2	RETN	RN7SL138P	RN7SL288P	RNASE6	RPL32P1	SCIMP	SIGLEC1	SIGLEC11	SIGLEC14	SIGLEC5	SIGLEC7	SIRPB1	SIRPB2	SLAMF8	SLC12A3	SLC15A3	SLC24A4	SLC37A2	SLC39A13-AS1	SOWAHD	SPI1	STYXL2	TET2-AS1	TGFBI	TIMD4	TLR1	TLR8	TMEM106A	TRPM2	VSIG4	VSTM1	WDFY4	ZNF415P1
DESCARTES_FETAL_LUNG_NEUROENDOCRINE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_NEUROENDOCRINE_CELLS	A1CF	ABCC8	ACSL1	AMIGO2	ASCL1	ASCL2	BTBD17	CA8	CACNA1A	CALCA	CHDH	CHGA	CHRD	COL22A1	CPE	DDC	DLL3	ENSG00000253726	ETS2-AS1	FIBCD1	GFRA3	GHRL	GHRLOS	GKN2	GPX2	GRIK1	GRP	HEPACAM2	HES6	HTR2C	INSM1	KCND3	KCNH2	KCNH6	KCNIP3	KCNJ6	KLK12	KSR2	LINC00261	LINC02955	LMX1B	MAOB	MBOAT4	MMP26	NDUFB2-AS1	NEUROD1	NKX2-2	NOL4	NPC1L1	NPSR1-AS1	NPTX1	NR0B2	NREP-AS1	OPRD1	OR51E1	PCSK1	PDCD6IPP2	PGAM2	PHGR1	PKD2L1	POTEI	POTEJ	PTGFR	QPCT	RAB26	RASD1	RFX6	RGS4	RHBDL1	RIMKLA	RPRM	SEC11C	SFRP4	SLC16A12	SLC18A1	SLC38A11	SLC6A17	SMIM32	SPHKAP	SSTR5-AS1	SV2B	SYT13	TFF1	TMEM132D	TMEM198	TMPRSS6	TPH1	TRPC7-AS1	TTR	VGF	VWA5B2
DESCARTES_FETAL_LUNG_SQUAMOUS_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_SQUAMOUS_EPITHELIAL_CELLS	A2ML1	ABHD5	ADGRF1	ADGRF4	AHNAK2	AMN	APOBEC3A	APOBEC3B	ATP10B	ATP6V0A4	AVPI1	B3GALT5	B3GALT5-AS1	B3GNT3	B3GNT8	BEST1	BMS1P20	BNIPL	C15orf48	C15orf62	C6orf132	CAPN14	CBR3-AS1	CDKN1A	CDKN2B	CEACAM5	CEACAM6	CEACAM7	CERS3	CLIC3	CNFN	CNGA1	CRCT1	CRISP3	CSTA	CTSV	CXCL17	CYP2W1	CYSRT1	DKK2	DOCK9-DT	DSC2	DSG2-AS1	DUOXA1	ECM1	EIF1	EPHX3	EREG	ETHE1	ETNK2	F3	FABP3	FAM3D	FAM83A	FLG	FOXE1	FOXQ1	FTH1	FUT2	FUT3	FUT6	GABRP	GCNT3	GID8	GIRGL	GJB2	GLTP	GPR87	GRHL1	GRHL3	H19	HEBP2	HES4	HOPX	IER5	IGF2	IL1R1-AS1	IL1RL2	IL1RN	IL36RN	IVL	KCNG1	KLC3	KLHL21	KRT13	KRT14	KRT15	KRT16	KRT17	KRT19	KRT4	KRT78	KRT80	LCN2	LDAF1	LGALS3	LINC00393	LINC00958	LYPD2	LYPD3	MAB21L4	MAL	MAP1LC3B	MAP3K9-DT	MARCO	METRNL	MIEF2	MOSPD1	MT1E	MT1G	MT1H	MT1X	MT2A	MUC20	MUC21	MUC22	MUC4	NAPRT	NCCRP1	NDRG2	NECTIN4	NIBAN2	NR1D1	NUDT19-DT	OAS2	OSGIN1	OVOL1	PADI1	PAX1	PAX9	PERP	PHLDA3	PHLDB3	PI4K2A	PITX1	PKP1	PLEKHN1	PLSCR2	POF1B	PPDPF	PPL	PPP1R13L	PRSS22	PRSS27	PTGES	PTK6	RAB11FIP1	RAB9A	RDH13	RHCG	RLIG1	RNF141	RNF222	RNF223	RNF39	RRAGC	RRAGD	S100A2	S100A9	SAMD9	SCEL	SDCBP2	SERINC2	SERPINB2	SERPINB5	SFN	SGTA	SH2D4A	SIM2	SLC25A23	SMIM5	SPINK5	SPRR1B	SPRR2A	SPRR2D	SPRR3	SSH3	STX17-DT	TACSTD2	THAP1	TINCR	TMC1	TMEM54	TMEM79	TMEM80	TMPRSS11A	TMPRSS11B	TMPRSS11D	TMPRSS11E	TP53INP2	TRIP10	TRMO	TTC22	TTC9	TTC9-DT	VGLL1	VSIG2	WFDC21P	XDH	YBX3	YPEL3	ZNF365	ZNF554	ZNF555	ZNF750	ZNF812P
DESCARTES_FETAL_LUNG_STROMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_STROMAL_CELLS	ABCA6	AGMO	ASPA	BMP5	C2CD6	CACNA1C-IT3	CACNA1D	CACNA1G	COL13A1	CYP27C1	ENSG00000250378	FAP	FGF10-AS1	FGF7	FGFR4	FREM1	GABRG3	HPSE2	HSD11B1	ITGA8	KIF25	LAMA2	LINC02367	LINC02497	LSAMP-AS1	LUM	LURAP1L-AS1	MIR1245A	MIR218-1	MMP23B	MTMR12P1	MUSK	MYOCD	OCA2	PDGFRA	PGR	PHEX	PRR16	PTH1R	RGS13	ROR1-AS1	RSPO2	S1PR3	SLIT2	SLIT2-IT1	TARID	TDO2	TEX15	TM6SF2	TMEM132C	TRHDE	TULP1	VEGFD	XPNPEP2	ZNF385D	ZNF385D-AS2
DESCARTES_FETAL_LUNG_VASCULAR_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_VASCULAR_ENDOTHELIAL_CELLS	ACE	ADORA2A	ANO2	APLN	APLNR	BBOX1-AS1	BTNL9	CD300LG	CD93	CLEC1A	CLEC3B	COLEC10	DPEP1	EDN1	ENSG00000233251	ENSG00000257002	ESM1	FCN3	FOXS1	IL33	JAM2	KIT	LHX6	LINC02751	MADCAM1	MMRN2	MUC19	MYOC	NEURL1B	NOSTRIN	NOTCH4	NPR3	PLK2	PRND	PRX	RGCC	RN7SL517P	RN7SL69P	RNGTTP1	RNU6-570P	RXFP1	S100A3	SELE	SHROOM1	SLC22A10	SLC22A25	SOX7	TCF15	TCIM	TMEM100	ULBP1	ULBP2	VWF
DESCARTES_FETAL_LUNG_VISCERAL_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_LUNG_VISCERAL_NEURONS	ACAT2	ACHE	ACTL6B	ADCYAP1R1	ADD2	ADRA1A	ALK	AMER2	APC2	ARPP21	ASTN1	ASTN2	ATCAY	ATP1A3	ATP2B2	B3GALT1-AS1	B3GAT1	B4GALNT1	BCAN	BHLHE22	CACNA1E	CACNG2	CACNG7	CADM4	CALN1	CDH6	CDK5R1	CELF5	CELSR1P1	CEND1	CHL1	CHRM2	CHRNA3	CHST8	CLVS2	CNGB1	CNR1	CNTN2	CNTN5	CNTNAP4	CNTNAP5	CRABP1	CSMD1	CSMD2	CTNNA2	CUX2	DAB1	DCX	DLGAP1	DLX1	DLX6-AS1	DPF1	DPYSL5	DRAXIN	DSCAM	EEF1A2	ELAVL3	ELOVL2	EML5	ENHO	ENSG00000271860	EPHA3	EPHA5	FAIM2	FAM131B	FAM163A	FAM200C	FGF1	FGF13	FOXG1	FRMPD4	FRRS1L	FST	FUT9	GABBR2	GABRA3	GAL	GAP43	GDAP1L1	GLRA2	GPC6-AS1	GPM6B	GPR85	GPRIN1	GRIA3	GRM3	GRM5	HAND2-AS1	HECW1	HECW1-IT1	HS3ST5	HS6ST3	JAKMIP1	JPH4	KBTBD11-OT1	KCNB1	KCNF1	KCNH1	KCNK9	KCNQ3	KIAA1549L	KIF5A	KLHDC8A	KLHL1	KRTAP5-AS1	L1CAM	LHX2	LINC00609	LINC01102	LINC01122	LINC01322	LINC01551	LINC01776	LINC01965	LRRC7	MAP1B	MAPT	MAPT-AS1	MDGA2	MEGF10	MGAT5B	MIR124-1HG	MIR137HG	MIR9-2HG	MIR9-3HG	MLIP	MLLT11	MYT1L	NCAN	NEFM	NELL1	NEUROD2	NEUROD6	NEUROG2-AS1	NGFR	NKAIN1	NKAIN3	NOS1	NSG2	NWD2	NXPH1	OLFM1	PANTR1	PATJ-DT	PAX6	PCDH19	PCDHB15	PCDHGB2	PCOTH	PDZD4	PHACTR3	PHOX2A	PHOX2B	PHOX2B-AS1	PIRT	PLD5	POU3F2	POU3F3	PPFIA2	PPP2R2B	PRIMA1	PRPH	PSD2	PTPRO	PTPRR	RAB15	RBFOX1	RIMS3	RIMS4	RNF182	RORB	SATB2	SATB2-AS1	SCRG1	SCRT2	SCUBE1	SEPTIN3	SEZ6	SHISA9	SLC18A3	SLC44A5	SLC5A7	SLC6A15	SLC7A14	SNAP91	SNTG1	SOX2-OT	ST8SIA2	ST8SIA5	STMN2	STMN4	SULT4A1	SYN2	SYNGR3	SYT3	TLCD3B	TMEM130	TMEM132B	TMOD1	TRIM67	TRIM9	TTC9B	TTYH1	TUBB2A	TUBB2B	TUBB3	TUBB4A	UNC5D	VAT1L	VIP	VSTM2B-DT	ZNF382
DESCARTES_FETAL_MUSCLE_ERYTHROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_ERYTHROBLASTS	ABCB10	ABCC13	ACSL6	ADD2	AHSP	ALAD	ALAS2	AMIGO2	ANK1	ATG14	ATG4D	BLVRB	BNIP3	BST1	C16orf95	C17orf99	C1orf35	C6orf226	CAT	CDCA8	CDH10	CDK2	CDKN3	CENPQ	CISD2	CROCCP2	DCP1B	DCTN3	DHRS13	DMTN	DPF3	DPM2	E2F4	EIF2AK1	EIF5AP2	EPB42	ERI2	ERMAP	EXOSC5	FAM117A	FAM210B	FECH	FLACC1	FMC1	GALNT6	GCLM	GEMIN2	GLRX5	GUCD1	GUSBP5	GYPA	GYPB	GYPE	H2AC16	H2AC20	HAGH	HASPIN	HBA1	HBA2	HBB	HBG1	HBG2	HBM	HBZ	HEMGN	HMBS	HMGB1P3	HMMR	HTRA2	ICAM4	IFI27L1	INTS13	KEL	LINC00907	LIPG	LONRF3	MIMT1	MT1G	MYBL2	NCEH1	NOP53-AS1	NUDT12	PIGQ	PNMT	POMGNT2	PPME1	PRDX2	RBM38	RHAG	RHD	RIBC2	RIPOR3	RNF26	RPL37P2	RPS20P14	SELENBP1	SLC12A4	SLC14A1	SLC25A21	SLC25A37	SLC2A1	SLC30A10	SLC38A5	SLC43A1	SLC4A1	SLC6A8	SLC7A5	SPTA1	ST6GALNAC4	TARS2	TFRC	TLCD4	TMCC2	TMEM143	TMEM14C	TMEM30A-DT	TOMM5	TRAK2	TROAP	UBE2Q2P1	UROS	VWCE	WDR76	XG	XK	XPO7	ZKSCAN8	ZMAT2	ZNF101	ZNF446	ZNF665
DESCARTES_FETAL_MUSCLE_LYMPHATIC_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_LYMPHATIC_ENDOTHELIAL_CELLS	ABCA4	ANKRD36BP2	ARL4A	ASGR2	C6orf141	CALHM6	CCL21	CELSR1	CEP19	CMKLR2	CXADR	CYTL1	DLK2	EFCC1	EFNA5	FAM120A2P	FLT4	GCOM1	GJA1	GJC2	GPM6A	GPRIN1	GSK3B-DT	HAND2	IL7	KBTBD11	KCTD17	KLHL14	KLHL3	KLHL4	KLKB1	LINC00920	LINC01948	LINC02133	LINC02147	MFSD4A	MYL12-AS1	MYZAP	NALCN	NFIA-AS2	NHLRC1	NRG3	NRP2	NTS	P4HA3	PARD6G	PCLO	PEX16	PIK3C2G	PLIN5	PPFIBP1	PROX1	PTX3	RAPGEF4	RASSF9	RPL26L1-AS1	SCAMP5	SEC14L2	SFTA1P	SHC1	SLC35E4	SLC39A14	SLCO5A1-AS1	SNTG2	STAB2	STAP2	TBX1	TFF3	TMEM217	TMEM63C	TPMT	TSPEAR	UNC5A	ZNF436-AS1
DESCARTES_FETAL_MUSCLE_LYMPHOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_LYMPHOID_CELLS	A2MP1	ABCA12	ABCB1	ABCD2	ACAP1	ADGRG5	AKAP13-AS1	ANKRD53	ARL4C	BCL11B	BICDL1	BIVM-ERCC5	C12orf75	CARD11	CD2	CD247	CD3E	CD6	CD69	CD7	CD8A	CD96	CDC42EP3-AS1	CDHR1	CFAP53	CHMP4A	CRTAM	DOCK8-AS2	ENPP7P6	ENSG00000227355	ERMP1	FGR	GALNT12	GATA3	GNLY	GRIK4	GZMA	HDHD3	HRG-AS1	HS3ST3B1	HSH2D	ICAM3	IFNG-AS1	IKZF2	IKZF3	IL18R1	IL27RA	IL2RB	IL2RG	IL7R	INTS5	IRF1-AS1	ITK	KCNQ5	KIF21B	KIF27	KLRB1	KLRG1	LEF1	LINC01013	LINC01592	LINC02361	LLGL2	LRRC57	LTB	MAPK13	MATK	MCTP2	MYB	NANP	NCR1	NKG7	NPM3	PARP15	PCED1B-AS1	PLAC8	PROCA1	PTPN22	PTPRCAP	PYHIN1	RASGRP1	RDH14	RHOH	RIPOR2	RMI2	RN7SL118P	RORC	RPL30P4	RUNX3	SAMD3	SCML4	SEPSECS	SEPTIN1	SFI1	SH2D1A	SIDT1	SKAP1	SLA2	SLC25A20	SLFN12L	SNX20	SORL1	SYS1-DBNDD2	SYTL1	TBC1D10C	TC2N	TCF7	TESPA1	THEMIS	TM7SF2	TMIGD2	TNFRSF10A	TOGARAM2	TRIM14	TSPOAP1	TTC9	TXLNGY	USF1	VAMP1	WDCP	YES1P1	ZBTB16	ZFAND4	ZNF600	ZNF641
DESCARTES_FETAL_MUSCLE_MEGAKARYOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_MEGAKARYOCYTES	ABI3	AKR7A2	ALOX12	ANKMY1	ANKRD37	ANKRD9	APBB1	APEX2	APMAP	APOBEC3F	ARHGAP45	ARID3B	ARMCX3	ASL	ASNSD1	ATE1OSP	ATP2B2	ATP2C1	BICRA	BIN2	BLTP3A	BYSL	C12orf43	C4orf33	CA2	CAMK1	CASTOR3P	CAVIN2-AS1	CCPG1	CD226	CD84	CDC16	CDIPT	CENPBD2P	CHCHD1	CHERP	CHST2	CLDN15	CLU	CMTM6	CNST	COL24A1	COPRS	COQ10B	CPXM1	CSNK1D	CTSA	CTTN	CXXC4-AS1	DAPP1	DCLRE1A	DCTN5	DCUN1D1	DENND2C	DENND6B	DEPP1	DGKG	DNM3	DR1	DSCAML1	E2F1	ECHDC1	EFCAB13-DT	EFHC2	EHD3	ELOVL7	ENDOG	ENOPH1	EWSAT1	F11R	F2RL3	FABP5	FAM131B-AS2	FAM234A	FCGR2A	FXYD5	GALNT7-DT	GAS2L1	GLMN	GMEB1	GNAQ	GNAZ	GP6	GTF2F1	GTF3C2	GTF3C6	H2AC6	HBEGF	HERC2P9	HNRNPLL	HTATSF1	HTR2A	IGBP1	ILK	IRS2	ITGA2B	ITGB3	KIF2A	KIFC3	KLHL6	LINC01003	LINC01473	LINC01762	LINC02018	LINC02977	LIPH	LOXL3	LRR1	LRRC8B	LTBP1	LYL1	LZIC	MADD	MAFG	MAPKAPK3	MAX	MCM6	MDM1	MED12L	MEIS1	MFAP3L	MGAT4B	MID1IP1	MIR9-2HG	MKRN1	MOSPD1	MRPL27	MRPL43	MST1R	MTCP1	MTMR9	N6AMT1	NARS1	NDUFB3	NFKBIA	NIP7	NMT1	NOP16	NRGN	OARD1	P2RX1	P2RY1	PANK2	PATL2	PF4	PGAM1P8	PIF1	PLCXD1	PLEK	PMAIP1	POC5	PPIF	PPP1R15A	PRKAR2B	PRKCQ-AS1	PROSER2	PSAT1	PSMB10	PSME2	PTGIR	PTGS1	PTPRT	RAB27B	RAB32	RAB38	RAP1B	RAP2B	RCHY1	REEP4	RGS18	RILP	RIT1	RUFY1	SAMD14	SDC4	SELP	SERPINE1	SERPINI1	SH3BGRL2	SIAE	SIVA1	SIX2	SLC24A3	SLC2A3	SLC30A5	SLC37A1	SLC39A8	SLC50A1	SLC66A1L	SLC9A1	SLFN13	SNHG30	SOCS2-AS1	SOCS3	SOD1	SORT1	SPACDR	SPINT2	SPX	STK24	STX11	SV2A	SYTL4	TALDO1	TDP2	THBS1	TIPIN	TLN1	TMCO1	TMED8	TMEM140	TMEM256	TMEM40	TMEM62	TMEM91	TOLLIP	TP53RK	TPTEP1	TSFM	TTC9C	TUBA4A	TUBB1	UBE2J1	UMPS	UNC13D	UNC45A	USB1	USP21	VCL	WDR1	WDR11-DT	XNDC1N	XPNPEP1	XRCC2	YWHAH	ZNF367	ZNF431	ZNF48	ZNF487	ZYX
DESCARTES_FETAL_MUSCLE_MYELOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_MYELOID_CELLS	ADAP2	AGR2	AIF1	ARHGAP22	ATP8B4	BLNK	C1QA	C1QC	C2	C3AR1	C9	CABLES1	CASP1	CCDC170	CD14	CD163	CD163L1	CD1C	CD200R1	CD209	CD74	CD83	CD86	CFP	CHN2	CIITA	CLEC7A	CMKLR1	CR1	CSF1R	CSF2RA	CST3	CTSS	CYBB	CYTH4	CYTIP	DNAI3	DNASE1L3	EAF2	FAM20A	FCN1	FGD2	FGL1	FLT3	FMN1	FOLR2	GLIPR1	GLT1D1	GNA15	GPBAR1	HCK	HLA-DMA	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB6	HMOX1	HPGDS	HRH1	IGSF6	IL10RA	IRF5	IRF8	ITGAM	JAML	KCNE1	KYNU	LACC1	LHCGR	LILRB5	LINC00278	LINC00671	LINC01503	LINC01725	LINC02649	LINC03070	LY75	LY86	LYZ	MCOLN2	MERTK	MFSD13A	MIR155HG	MKNK1	MNDA	MS4A4A	MS4A4E	MS4A6A	MS4A7	NAPSB	NCF2	NCF4	NFAM1	NOXA1	P2RY13	P2RY6	PIPOX	PLA2G7	PLB1	PLD4	RASGRP4	RBM47	RBPJ	RENBP	RGL1	RPH3AL-AS1	RTN1	S100A9	SEMA4A	SIGLEC1	SIGLEC11	SIRPB2	SLC7A8	SMIM35	SPI1	SPP1	ST18	TEC	TLR1	TLR2	TLR6	TRPM2	UNC93B1	VSIG4	WWP1	ZEB2-AS1	ZNF710
DESCARTES_FETAL_MUSCLE_SATELLITE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_SATELLITE_CELLS	ADAMTS16-DT	ADGRA1	AMH	ANKRD18B	BNC1	C1QTNF3	CADM2	CALN1	CCDC162P	CCER2	CELA2B	CHRDL2	CLCN5	CNGA3	EDN3	ENPP7P10	ERFE	FGFR4	GALNT14	GCK	GDPD4	GRIA4	GSG1L	KRT40	LINC01111	LINC01121	LINC01224	LINC01994	LINC02367	LINC02821	LMF1-AS1	LRRTM3	MAGEC3	MAPK15	MEGF10	MT1M	MYEOV	MYF5	NEU4	NPY	NTN4	NXPH2	OPRD1	OTOF	PAX7	PITX3	POU4F1	RGR	RN7SL37P	RNU6-1327P	RNY4P34	RPS3AP25	SOX9	SPATA13	SPATS2L	TACR3	TSPAN12	USP44
DESCARTES_FETAL_MUSCLE_SCHWANN_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_SCHWANN_CELLS	ADAM23	ADGRB3	ALCAM	ANO3	ANO4	ASPA	ATP10B	B3GAT1	BCAN	BEND6	BMP8B	BRSK2	C10orf90	C2orf72	CADM1	CADM4	CDH1	CDH19	CDH2	CHL1	CHST9	CNP	COL20A1	CPXM2	CSMD3	CTXND1	DHH	DPP10	DST	EPHA5	FAM78B	FLRT1	FLRT3	FMN2	FOXD3	FRMD5	FSTL5	GABRA2	GFRA3	GINS3	GLDN	GRB14	GRID2	GRIK2	GRIK3	HMGA2-AS1	HSPA12A	IGSF9B	INSC	ITGB8	KCNC2	KCNH5	KCNH8	KCTD8	KIAA1755	KIRREL3	L1CAM	LINC01505	LINC01608	LRP1B	LRRTM1	LRRTM4	MAG	MAL	MAP3K4-AS1	MDGA2	MEGF9	METRN	MIR3659HG	MMD2	MOXD1	MPZ	NKAIN3	OPCML	PARD6B	PCSK2	PLEKHA4	PLEKHB1	PLLP	PLP1	PMP2	PMP22	POU3F1	PPP1R1C	PPP2R2B	PRIMA1	PRSS27	PRX	PTPRZ1	RAB36	RDH10	S100B	SEMA3B	SFRP5	SLC9A3-OT1	SLITRK2	SMN2	SORCS1	SOX10	SOX2	SPMIP5	STK32A	TAFA5	TENM3	TENM3-AS1	TFAP2A	TMEM132B	TMEM178B	TMEM92	TMPRSS5	TRPV3	TSBP1	TTYH1	UGT8	XKR4	ZNF804B
DESCARTES_FETAL_MUSCLE_SKELETAL_MUSCLE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_SKELETAL_MUSCLE_CELLS	ABRA	ACTA1	ACTC1	ACTN2	ACTN3	ADCY2	ADPRHL1	AGL	AK1	ANKRD1	ARHGAP36	ARX	ASB10	ASB12	ASB15	ASB15-AS1	ASB18	ASB4	ASB5	ASIC4-AS1	ATP1B4	ATP2A1	BIN1	C10orf71	C14orf180	C19orf81	C1orf105	C21orf62	C3orf52	C7orf33	CA14	CA3	CA3-AS1	CACNA1S	CACNB1	CACNG1	CACNG6	CAMK2A	CAPN1-AS1	CAPN3	CARNS1	CASC18	CASQ1	CAV3	CAVIN4	CCDC54-AS1	CCNB3	CDHR5	CFL2	CKM	CKMT2	CLDN10	CLDN9	CMYA5	COL22A1	CXCL13	CYP2J2	DDN	DES	DHRS7C	DNAJC5B	DPYSL5	EEF1A2	ENO3	ENSG00000222095	ENSG00000234352	ENSG00000250041	ENSG00000251574	ENSG00000259754	ENSG00000268650	FAM230G	FAM47E-STBD1	FAM81B	FBP2	FBXO40	FER1L5	FGF6	FGFRL1	FHL1	FOLR1	GAD3P	GADL1	GJD2	GJD2-DT	GJD4	GPD1	GPR37	GSG1	HCN1	HJV	HOMER3-AS1	HOPX	HRAT17	HSPB2	HSPB3	HSPB6	HSPB8	IGFL4	IL17B	IL20RA	ITGB1BP2	JPH1	KBTBD13	KCNA7	KCNJ5-AS1	KCNJ6	KCNK17	KCNQ4	KLF5	KLHL30	KLHL31	KLHL40	KLHL41	KRT80	LANCL1-AS1	LCN8	LDB3	LDHD	LINC00382	LINC00457	LINC00499	LINC00570	LINC00578	LINC00595	LINC01124	LINC01201	LINC01208	LINC01209	LINC01497	LINC01854	LINC01885	LINC01982	LINC01996	LINC02421	LINC02523	LINP1	LMOD3	LRRC38	LRRC46	LRRC56	LRTM1	LTK	MAFA	MAP4K1-AS1	MAPK4	MB	MEG9	METTL21C	MGC27382	MIR133A1HG	MLIP-AS1	MRLN	MYADML2	MYBPC1	MYBPC2	MYBPH	MYH2	MYH3	MYH8	MYL1	MYL11	MYL4	MYL5	MYOM3	MYOM3-AS1	MYOZ1	MYOZ2	MYPN	NEB	NEFM	NMRK2	NNAT	NRAP	NT5ELP	OBSCN	ONECUT2	PACSIN3	PDE4DIPP1	PFKM	PGAM2	PGPEP1L	PHKG1	PHOSPHO1	PIEZO1P2	PLAAT1	PLEKHG7	PPDPFL	PPP1R27	PPP1R3B-DT	PPP1R3C	PRKAA2	PRKAG3	PRR16	PRR32	PRSS56	PTGFR	PVALB	RBM38-AS1	RPL32P13	RPL3L	RPL7P3	RPRM	RPS7P8	RRAGD	SGCG	SHISA2	SLC24A2	SLC5A1	SLC8A3	SLC9A2	SLN	SMPX	SMTNL1	SMTNL2	SMYD1	SNAI3	SP5	SPAG6	SPHKAP	SRL	SRPK3	STPG2-AS1	SYNPO2L	SYPL2	TCEAL7	TECRL	TMEM182	TMEM38A	TMEM52	TNNC2	TNNI1	TNNI2	TNNT2	TNNT3	TNPO1-DT	TPM1	TPM2	TRDN-AS1	TRIM54	TRIM55	TRIM63	TRIM7	TTC39A	TTN	TTN-AS1	TXLNB	UFL1-AS1	UGT3A1	UNC45B	VAX2	VMO1	VWA5A	WFDC21P	WNT4	XIRP1
DESCARTES_FETAL_MUSCLE_SMOOTH_MUSCLE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_SMOOTH_MUSCLE_CELLS	ABCC9	ACTA2	ACTA2-AS1	ACTG2	ADCY5	ADORA2B	ADRA1D	ANGPT2	ANKRD20A11P	ANO1	AOC3	B4GALNT1	BCAS3-AS1	BMP5	C1QTNF7-AS1	CABP1	CACNA1C	CACNA1C-IT3	CARMN	CCDC3	CCN4	CORIN	COX4I2	DAAM2	EDNRA	EEF1DP3	ENPEP	ENSG00000228033	ENTPD3	FAM162B	FHL5	FOXS1	FRK	GPC6	GPR176	GUCY1A2	ITGA11	KCNA5	KCNAB1	KIAA1549L	LAMC3	LEFTY2	LINC00702	LINC02237	LINGO1	MAPT	MYH11	MYO1B-AS1	NDUFA4L2	NKD2	NMUR2	NRIP2	OR51E1	OR51E2	P2RX3	PAWR	PDE1B	PDGFRB	PLCL1	PLN	RAB3B	RASL12	RBPMS2	RCAN2	RERG	RGS5	RRAD	SEMA5B	SEPTIN4-AS1	SLC38A11	SLC6A1	SLC7A11	SLIT3	STEAP4	SULT1E1	TAGLN	TEX41	TMC4	TMEM74B	TRPC4	WDR72
DESCARTES_FETAL_MUSCLE_STROMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_STROMAL_CELLS	ABCC6P1	ACKR4	ANGPTL1	ANOS1	ARSJ	ASPN	B3GALT1-AS1	C1QTNF12	C1R	C1S	CACNA1G	CBLN3	CCBE1	CCK	CDH18	CERS3-AS1	CILP	CLCA4-AS1	CNTFR	CNTNAP4	COL12A1	COL1A1	COL1A2	COL3A1	COL6A6	COL8A2	COLGALT2	CTSK	CXCL14	DCAF12L1	DCN	DIO3	DIRC1	DKK2	DNASE1L2	DPT	EGFL6	ENSG00000248515	ENSG00000248540	FAIM2	FBLN1	FGF18	FGF19	FNDC1	FNDC1-AS1	FNDC1-IT1	GDF6	GREM1	IGFBP6	ISLR	ITM2A	ITPRID1	KCNA1	KCNIP1-OT1	KDELR3	LINC00645	LINC01133	LINC01139	LINC01684	LINC02234	LINC02323	LINC02364	LINC02893	LMO7DN	LMX1A	LRRK2-DT	LUM	LVRN	MAL2-AS1	MFAP5	MGP	MIR1245A	MRC2	OGN	OSR1	PCOLCE	PDGFRA	PDGFRL	PHEX	PI15	PI16	PLPPR5	POSTN	PTCHD1	RSPO3	RTL3	SCARA5	SHISA3	SHISA6	SHOX2	SLC28A1	SMOC2	SPON2	TMEM119	TMEM26	TNXB	WNT10B	WSCD2	XPNPEP2
DESCARTES_FETAL_MUSCLE_VASCULAR_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_MUSCLE_VASCULAR_ENDOTHELIAL_CELLS	ACKR1	ADAMTS18	ADGRL4	ANO2	APLN	AVPR2	BTNL9	C1QTNF9	C1orf115	C2CD4B	CA4	CCM2L	CD300LG	CD93	CLIC5	CYYR1	CYYR1-AS1	DLL4	EFCAB14	EGLN1	ENSG00000233251	ENSG00000233461	ESM1	EYS	F2RL2	FAM124B	FAM167B	FLT1	GFRAL	GRASLND	GRIA2	GRIN2A	IL33	INMT	KITLG	LIMASI	LINC01362	LINC01695	LINC01697	LIPE	LY86-AS1	MADCAM1	MAPK11	MMRN2	NOS2	NOS3	NOSTRIN	NOTCH4	NOX4	NRN1	PLVAP	PRCP	PRND	PRR29	PRSS51	PTPRM	PTPRR	RAB3C	RAMP3	RAPGEF5	RBP7	SELE	SLC5A4	SLC9C1	SOX17	SOX7	SPNS2	TAFA2	TM4SF1	TM4SF18-AS1	TMC1	TMEM150C	TMEM255B	TMEM88	TPO	VEGFC
DESCARTES_FETAL_PANCREAS_ACINAR_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_ACINAR_CELLS	ABCC6P1	ADAM7-AS2	AKR7A3	AKR7L	ALB	AMBP	APOB	AQP12A	AQP8	BCL2L15	C12orf71	CBS	CCKAR	CCKBR	CEL	CELA2A	CELA3A	CELA3B	CELP	CLPS	CLPSL1	CNPY1	CPA1	CPA2	CPB1	CTRB1	CTRB2	CTRC	CUZD1	DPEP1	ENSG00000243620	ENSG00000259203	ERP27	FABP1	FAM87A	FBXO2	FREM2-AS1	GATM	GP2	GSTA1	HTR1E	IL17C	IL22RA1	KCNE5	KLB	KLK1	LHB	LINC02472	LINC02477	LYPLAL1-AS1	MEP1A	MIOS-DT	MT1E	MT1G	MT1H	MT1HL1	MT1M	MT1X	MT2A	MYMX	NCCRP1	OPN4	PLA2G1B	PNLIP	PNLIPRP1	POMC	PRR15	PRR35	PRSS1	PRSS16	PRSS3P1	PTCHD3	PTF1A	RBPJL	REG1A	REG1B	REG3G	REG4	RNF186	RPL7AP63	RTL1	SEL1L	SERPINI2	SLC16A12	SLC39A5	SPINK1	SPX	STEAP1	SYCN	TMED11P
DESCARTES_FETAL_PANCREAS_CCL19_CCL21_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_CCL19_CCL21_POSITIVE_CELLS	AARD	ADAMDEC1	ADGRF1	ADM2	ALPK2	APOE	C1GALT1C1L	C1S	CCL19	CCL21	CDX1	CILP2	COL6A5	COL7A1	CSF1	CXCL12	CXCL13	CXCL14	CYP51A1P2	DAZL	EIF5-DT	ENSG00000226706	FDCSP	FGF11	FMO6P	FNDC1-AS1	GAL3ST3	GRIN2B	HOXC9	HS3ST6	HTD2	IGFN1	KPNA2P2	LGI2	LINC01686	LINC02196	LINC02350	LPAL2	LRRC37A17P	MINCR	MIR3677HG	MSC	MYBPC2	NPFFR1	OCA2	OLA1P1	PCDH11X	PCDH11Y	PGF	PI15	PJVK	PRPS2	PTGDS	PTGER1	RPL27P6	SHISA3	SLC22A3	SLC26A7	SNORD116-30	SPIC	TNC	TNFRSF11B	TNFSF11	TPBGL	UBD	VCAM1	WDR97
DESCARTES_FETAL_PANCREAS_DUCTAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_DUCTAL_CELLS	A4GNT	ACSM3	ADAMTS16	ADAMTS16-DT	ADORA1	AGR3	ANO3	ANXA13	ANXA4	ANXA9	ATP12A	ATP13A4	ATP1A1	ATP1B1	BAAT	C6	CA4	CALB1	CALHM3	CAPS	CCDC198	CDX2	CFAP221	CFTR	CLCNKB	CLDN10	CLDN9	DCDC2	DEFB1	DEGS2	EHF	ELF3	ENSG00000227885	ENSG00000231119	F2RL1	FAM245A	FAM86FP	FGFR2	FGFR3	FOLR1	FOXA1	FUT3	FUT6	GADL1	GFAP	GMNN	GREP1	GS1-24F4.2	HABP2	HKDC1	HMGA2-AS1	HOGA1	IFFO2	KCNJ15	KCNJ16	KLHDC7A	KRT4	LAD1	LAMA1	LCIIAR	LEFTY1	LHFPL3-AS2	LINC00379	LINC01152	LINC01186	LINC01659	LINC01836	LINC02343	LINC02532	LYPD6B	MMP7	MTND3P10	MUC20	NCMAP	NECTIN4	NEURL1-AS1	NEURL3	NRTN	NUAK2	OGDHL	OLFM4	PAQR5	PART1	PKHD1	PLD1	PLPP2	POU5F1	PPARGC1A	PPP1R1B	PRKAR1B-AS2	PRSS22	PTPRU	RHOV	RHPN1-AS1	RNA5SP301	RNU6-287P	ROCR	S100A14	SALL4	SCNN1A	SCTR	SDC1	SELENOV	SFRP5	SHANK2	SLC17A4	SLC22A8	SLC34A2	SLC3A1	SLC4A4	SLC5A9	SOWAHB	SPEF1	SYT8	TMEM139	TMEM229A	TMEM72	TMPRSS3	TRPV6	TTYH1	UGT2A3	UGT2B15	UPK1A	UPK1B	VEPH1	VGLL1	VTCN1	WNK2
DESCARTES_FETAL_PANCREAS_ENS_GLIA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_ENS_GLIA	ADAM23	ARHGEF26	ASPA	AZGP1	B3GALT2	BCAN	CDH19	CMTM5	CNP	COL20A1	COL25A1	COL28A1	CRYM	DCT	DEPDC7	ERBB3	FAM181B	FOXD3	FOXD3-AS1	GFRA1	GINS3	GJC3	GPR12	GPR17	GPR83	GRIK3	HCRTR1	HS3ST4	INSC	LGI4	LINC00648	LINC01198	LINC01505	LINC02024	LINC02082	LINC02300	MDGA2	MEGF10	MIA	MMD2	MPZ	MYOT	NKAIN2	NKAIN3	NLGN3	OLFML2A	PAPPA-AS1	PAQR6	PCDH20	PLAC9P1	PLP1	PMP2	POLR3G	PRIMA1	PRNP	PTPRZ1	RASGEF1C	RBMS3-AS3	RPL13AP2	S100B	SDK2	SHC4	SLC16A4	SOX10	SOX2	SOX2-OT	ST3GAL6-AS1	ST8SIA5	SYNPR	TAC1	TFAP2A	TSPAN11	VSTM2B-DT	WNT16	ZMYM4-AS1
DESCARTES_FETAL_PANCREAS_ENS_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_ENS_NEURONS	ABCA12	AKAP6	AMER2	ANK2	APC2	ARHGDIG	ASTN2	ATCAY	ATP1A3	ATP2B3	BCAN-AS1	BUB3	CACNA1E	CADM3-AS1	CARTPT	CCDC171	CDH9	CHAT	CHD5	CHRNA3	CHRNA7	CLVS2	CNGB1	CNR1	CNTNAP2	CRABP1	CTXN2	DBH	DLL3	DLX3	DLX5	DLX6	DLX6-AS1	DNER	DOC2A	DPYSL3	DPYSL5	DRAXIN	DSCAM	EIF1P6	ELAVL3	ELAVL4	EML5	ENO2	ENSG00000214803	ENSG00000250781	EPO	FAM131B	FAM163A	FGF13	FSD1	FTH1P16	GAL	GAP43	GCNT2P1	GNG3	GPR22	GPRIN1	GRIN1	GRP	GULOP	HCN1	HECW1	HMX2	HRH3	INA	ISLR2	JAKMIP1	JPH3	KCNIP4	KCNK15-AS1	KIAA0408	KIF5A	LHFPL3	LINC01587	LINC02691	LINC02986	LINC03047	LIX1	MAP1B	MDP1	MED12L	MIAT	MIR137HG	MIR186	MKX	MLLT11	MTCL3	MYH15	NBAT1	NEFH	NNAT	NOS1	NPY	NPY2R	NRG1	NRG1-IT1	NRSN1	NSG2	NUDT10	OLFM1	OLFM3	OPRD1	OPRM1	PCBP3	PCDH10	PCDH15	PCDHB2	PENK	PHACTR3	PHOX2A	PHOX2B-AS1	PIRT	PKP1	PLPPR3	PRPH	PTPRR	PUS1-AS1	RAB6B	RET	RGMB	RIMS1	RIMS3	RIMS4	RPL21P2	RPL24P4	SCN2A	SEMA3E	SLC10A4	SLC18A3	SLC6A15	SLCO5A1-AS1	SLCO6A1	SMIM28	SPIN2B	SRRM4	STMN2	STMN4	SULT4A1	SYNGR3	SYT1	SYT9	TLCD3B	TLX2	TMC3	TMC3-AS1	TMEM151B	TMEM35A	TMEM59L	TRIM67	TROAP-AS1	TTBK1	TTC9B	TUBA1A	TUBB2A	TUBB2B	TUBB3	TUBB4A	UCHL1	UNC5C	VAT1L	VIP	VIRMA-DT	WFIKKN2	ZNF843
DESCARTES_FETAL_PANCREAS_ERYTHROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_ERYTHROBLASTS	ABCB10	ABCB6	ABCC13	ACSL6	AHSP	ALAD	ALAS2	ANK1	ANKLE1	ANKRD9	ART4	BLVRB	BPGM	BTNL10P	C17orf99	C9orf40	CAT	CCNE1	CDC25A	CDC27	CPOX	CTSE	CYP4A22-AS1	DCAF12	E2F2	EIF2AK1	EIF5AP2	ENSG00000189316	ENSG00000255367	ENSG00000260592	EPB42	EPOR	ERMAP	ESPN	FAM117A	FECH	FLACC1	GALNT5	GATA1	GCLC	GFI1B	GKN2	GLRX5	GMPR	GYPA	GYPB	GYPE	H2AC16	H2AC8	HBA1	HBA2	HBB	HBBP1	HBE1	HBG1	HBG2	HBM	HBQ1	HBZ	HBZP1	HEMGN	HMBS	HMGN1P8	HMMR	ICAM4	IFIT1B	KEL	KLF1	KRT1	LINC01399	LINC02506	MAP2K3	MFSD2B	MYL4	MYO18B	NFE2	NRIR	OR2W3	OSBP2	PAQR9	PHOSPHO1	PIP5K1B	PKLR	PLEK2	PRDX2	RFESD	RGS6	RHAG	RHCE	RHD	RIPOR3	RNF224	RRM2	SCARNA22	SEC14L4	SLC14A1	SLC22A16	SLC22A4	SLC25A21	SLC25A37	SLC25A39	SLC2A1	SLC38A5	SLC4A1	SLFN14	SMIM1	SNCA	SNORD3A	SNX22	SPTA1	SPTB	STAM	STEAP3	STYK1	TAL1	TANGO2	TDH	TF	TFDP1	TFR2	TFRC	TLCD4	TLCD4-RWDD3	TMCC2	TRAK2	TRIM10	TRIM58	TSPAN32	TSPO2	UBAC1	UBE2O	UROD	UROS	VCF1	XK	XPO7	YOD1	YPEL4
DESCARTES_FETAL_PANCREAS_ISLET_ENDOCRINE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_ISLET_ENDOCRINE_CELLS	ABCC8	ACVR1C	ADGRA1	AMN	ARX	ASB9	ASIC2	BAIAP3	BTBD17	C1orf127	C22orf42	CACNA1A	CALCR	CDC42EP3-AS1	CEP126	CERKL	CHGA	CHRND	CIBAR2	CLDN18	CLTRN	CNGA3	CRH	CROCC2	CRYBA2	DCDC1	DDC	DEUP1	DNAH5	DUSP9	ECEL1	EDN3	EGR4	ELAPOR1	ELFN2	ENO1P1	ENSG00000236154	ENSG00000253726	ENSG00000259881	ENSG00000263571	ENSG00000271860	EPHA8	ERO1B	EYA2	FAM135B	FEV	FFAR4	FTCD	G6PC2	GAD2	GCG	GCK	GHRL	GIPR	GJD2	GJD2-DT	GLRA3	GPC5-AS1	GPD1	GPR158	GRHL3	GRIA3	GRM4	HADH	HEPACAM2	HHATL	HISLA	HTR1F	IAPP	IGFBPL1	INS	INS-IGF2	IRX2	IRX2-DT	ISL1	ISX	KCNH6	KCNJ3	KCNJ6	KCNK16	KCNMA1	KCNMB2	KLHL32	KLK12	LHX4	LINC00616	LINC00907	LINC01014	LINC01195	LINC01484	LINC01548	LINC01574	LINC01586	LINC01885	LINC01886	LINC01976	LINC02131	LINC02197	MAB21L4	MAFA	MAN1A2P1	MINDY2-DT	MIR7-3HG	MLXIPL	MS4A8	MUC5B	MYREM	NAMA	NECAB2	NEUROD1	NEUROD2	NEUROG3	NKX2-2	NKX2-2-AS1	NKX6-3	NOL4	NOL4L-DT	NR0B1	PAX4	PAX6	PCSK1	PCSK2	PHGR1	PLCXD3	PLPPR1	PPP1R14C	PPP1R1A	PPY	PROC	PTPRN	PTPRN2	PYY	QPCT	RAB26	RBP4	RFX6	RGS4	RGS7	RIPPLY3	RN7SL164P	RPL36P6	SCGB2A1	SERPINA10	SERTAD4BP	SHISAL2B	SLC17A6	SLC22A14	SLC26A4-AS1	SLC30A8	SLC35F4	SLC45A2	SLC6A4	SMIM32	SST	SSTR5-AS1	ST18	ST6GALNAC5	STXBP5L	SYNDIG1L	SYNGR4	TMEM190	TMEM61	TMPRSS6	TPD52	TRPC7-AS1	TRPM5	TSPAN1	TTC39A-AS1	TTR	TUNAR	UCN3	VWA5B2
DESCARTES_FETAL_PANCREAS_LYMPHATIC_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_LYMPHATIC_ENDOTHELIAL_CELLS	ABCA4	ADD3-AS1	ANO9	BMP6	BMPER	C20orf204	CACNA2D1-AS1	CCL20	CEMIP	CTHRC1	CXCL5	DDX59-AS1	DHODH	ELMOD1	ENSG00000223786	ENSG00000255240	ENTREP1	F8	FLNC-AS1	FOXC2	FZD10	GABRP	GNA14-AS1	GPM6A	GPR182	HOXD10	IL5RA	INO80C	IRX3	KCNJ2-AS1	KRT18P55	LINC00636	LINC01252	LINC02147	LRRC69	MMRN1	MPP7	MYCBPAP	NFATC1	NRG3	NTS	P3H2-AS1	PARD6G	PDF	PGM5	PTGS2	RALGAPA2	RASSF9	RNU1-109P	RPAP3-DT	RPS15AP10	RPS26P43	RPS7P4	RSF1-IT1	SLC30A3	STAB2	STON2	TBX1	TFPI	TLL1	TNFAIP8L3	TNFRSF11A	TNFRSF9	TRIM54	TRMT9B	VPS26BP1
DESCARTES_FETAL_PANCREAS_LYMPHOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_LYMPHOID_CELLS	ANKRD44-AS1	AOX2P	AOX3P	BACH2	BCL11B	BLK	BTLA	CACNA1C-AS2	CCL22	CCR4	CCR7	CCR9	CD160	CD19	CD2	CD22	CD247	CD27	CD3D	CD3E	CD3G	CD40LG	CD5	CD6	CD69	CD72	CD79A	CD79B	CD8A	CD8B	CD96	CHI3L2	CHRM3-AS2	CLECL1P	CPA5	CRTAM	CST7	CTSW	CXorf65	CYMP	DENND2D	DGKA	DNTT	ENSG00000179253	ENSG00000224610	ENSG00000236935	ENSG00000258572	ENSG00000267568	EOMES	EPHA1-AS1	ERVH48-1	FASLG	FCMR	FCRL1	FCRL2	FCRL3	FCRLA	FOXP3	GATA3	GNLY	GPA33	GPR171	GPR174	GPR18	GZMA	GZMH	GZMK	GZMM	HECW2-AS1	ICOS	IFNG	IGHD	IGHM	IGHV1OR15-1	IGLC2	IGLC3	IGLL1	IKZF3	IL1RL1	IL24	IL2RA	IL2RB	ITK	KLRB1	KLRC3	KLRC4	KLRC4-KLRK1	KLRF1	KLRK1	KRT2	KRT73	KRT73-AS1	LAIR2	LAT	LAX1	LCK	LCN6	LEF1	LEF1-AS1	LINC00426	LINC00861	LINC00987	LINC01222	LINC01871	LINC01891	LINC01934	LINC02273	LINC02325	LINC02397	LINC02422	LINC02520	MATK	MIR3142HG	MS4A1	NCR3	NKG7	NPM1P7	NT5C3AP2	OXNAD1	P2RX5	P2RY10	PARP11-AS1	PASK	PAX5	PDCD1	POU2AF1	PRF1	PTPRCAP	PVRIG	PYHIN1	RAG1	RAG2	RHOH	RTP5	SCML4	SEPTIN1	SH2D1A	SH2D2A	SHISAL2A	SIRPG	SIT1	SKAP1	TBC1D10C	TBX21	TCF7	TCL1A	TCL6	TERT	TESPA1	THEMIS	TIGIT	TNFRSF13B	TRAT1	TRAV4	TRAV6	TRBC2	TRGC1	TTC16	TTC24	UMODL1	UTS2	VPREB1	VPREB3	VSIG1	XCL1	XCL2	ZAP70	ZNF215
DESCARTES_FETAL_PANCREAS_MESOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_MESOTHELIAL_CELLS	ADGRD1	ALDH1A2	ALOX15	AOX1	ATP7B	BDKRB1	BNC1	BRINP2	C19orf33	CCBE1	CELF2-AS2	CFB	CHAC1	CLDN1	CLDN15	CLIC5	COL11A1	COL8A1	CPA4	CRB2	EXTL1	FAM13A-AS1	FGF1	GAS1	GFPT2	GNGT1	GPRC5A	GRIN3A	GSDME	HAS1	INMT	ITPKC	KLF5	KLK10	KLK11	KLK5	LINC00922	LINC01258	LINC01606	LINC02232	LINC02360	LINC02643	LINC03092	LRP2	LRP8-DT	LRRN4	MSLN	MT1A	MUC16	MYRF	NEK5	NFATC2	OTOGL	PLA2G10	PLA2G2A	PPP2R2C	PTPRQ	RAET1E	RARRES1	ROR1-AS1	RPL21P21	RPRM	RSPO1	SCEL	SERTAD4-AS1	SERTM1	SGSM3-AS1	SI	SILC1	SLAIN1	SMTNL2	SPHKAP	TFPI2	TGM1	TMEM151A	TNNT1	UPK3B	VTN	WNT2B	WT1
DESCARTES_FETAL_PANCREAS_MYELOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_MYELOID_CELLS	ABCA13	ADAM28	ADGRE2	AGR2	AQP9	ARL5C	ASGR2	ATP8B4	BATF3	BCL2A1	C19orf38	C1QA	C1QB	C1QC	C1orf162	C3AR1	C5AR1	CAMP	CARD9	CCDC170	CCDC26	CCR1	CCR2	CCR5	CD14	CD163	CD163L1	CD1D	CD209	CD300C	CD300E	CD300LB	CD300LF	CD33	CD68	CD83	CD86	CEACAM4	CFP	CLEC10A	CLEC12A	CLEC4A	CLEC4C	CLEC5A	CLEC7A	CLEC9A	CLNK	COL4A3	CPVL	CSF1R	CSF2RA	CSF3R	CSTA	CTSZ	CX3CR1	CXCL8	CXCR2P1	CYBB	DEFA3	ENAM	ENSG00000226571	ENSG00000230709	F13A1	FAM221B	FCAR	FCER1G	FCGR1A	FCGR2A	FCN1	FGD2	FGL2	FGR	FLT3	FMN1	FOLR2	FPR1	FPR3	GNA15	GPR141	GPR34	GPR35	GPR82	GZMB	HCAR3	HCK	HELZ-AS1	HK3	HLA-DPA1	HLA-DQA1	HLA-DQB1	HLA-DQB2	HLA-DRB1	HLA-DRB5	HLA-DRB6	HLA-DRB9	HMGN1P15	HMOX1	HPGDS	HRH1	IDO1	IFI30	IGSF6	IL10	IL1B	IL1R2	IL1RN	IRF5	ITGAM	ITGAX	JAML	JCHAIN	KCNE1	KCNK13	KYNU	LGALS12	LGMN	LILRA1	LILRA4	LILRA5	LILRA6	LILRB1	LILRB2	LILRB3	LILRB4	LILRB5	LINC00299	LINC00892	LINC00996	LINC01478	LINC02132	LINC02908	LINC03070	LINGO4	LIPN	LRRC25	LST1	LUCAT1	LYZ	MCOLN2	MEFV	MICOS10-DT	MILR1	MIR3945HG	MNDA	MPEG1	MPO	MRC1	MS4A14	MS4A4A	MS4A4E	MS4A6A	MS4A7	MSR1	MYO1F	NAPSB	NCF1	NCF2	NFAM1	NLRC4	NLRP12	NLRP3	NME8	OGFRL1	OSCAR	OSM	P2RY13	P2RY6	PACSIN1	PADI2	PADI4	PILRA	PLD4	PLEK	PRAM1	PROK2	PRTN3	PTAFR	PTCRA	RASGRP4	RENBP	RETN	RGS18	RN7SL138P	RN7SL288P	RN7SL368P	RNASE6	RNU4-38P	RPL32P1	S100A12	S100A8	S100A9	S100Z	SCIMP	SCN1B	SCT	SIGLEC1	SIGLEC10	SIGLEC11	SIGLEC14	SIGLEC5	SIGLEC7	SIGLEC9	SIRPB1	SIRPB2	SLAMF7	SLAMF8	SLC22A20P	SLC24A4	SLC31A2	SLC37A2	SLC39A13-AS1	SMIM35	SOWAHD	SPI1	SPNS3	SRGN	STYXL2	TASL	TBXAS1	TFEC	TIFAB	TIMD4	TLDC2	TLR8	TNNI2	TREM1	TRPM2	TYROBP	UPK3A	UTF1	VENTX	VNN3P	VSIG4	WFDC21P	WNT10B	XCR1	ZNF385A
DESCARTES_FETAL_PANCREAS_SMOOTH_MUSCLE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_SMOOTH_MUSCLE_CELLS	ACTA2	ACTG1P25	ACTG2	ANKRD20A11P	AOC3	AOC4P	AVPR1A	BMP5	CARMN	CASQ2	CBLN1	CCDC3	CIDEA	CSPG4	DCLK3	ENSG00000225655	FAM162B	FOXF2	GJC1	GPR20	HIGD1B	LINC00702	LINC00989	LINC02237	LINC03056	MUSTN1	MYH11	NDUFA4L2	NPTX1	NTF3	OR51E1	OR51E2	PLN	RGS5	SEPTIN4	SFN	SGCA	SLC6A1	THBS4	TLX1
DESCARTES_FETAL_PANCREAS_STROMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_STROMAL_CELLS	ABCA10	ABCA6	ABCA9	AGTR2	ANGPTL1	ANGPTL6	BHLHE22-AS1	CCL11	FMO1	LINC01819	LPAR4	LVRN	MFAP5	MIR1245A	MIR218-1	MMP23B	NFE4	NRK	NTF4	PITX1	RSU1P3	RTL3	SFRP2	SHOX2	SLC7A10	THBS2	TSGA13
DESCARTES_FETAL_PANCREAS_VASCULAR_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PANCREAS_VASCULAR_ENDOTHELIAL_CELLS	ACSM2B	ADAD2	ADM5	ALPL	APLN	AQP7	ARHGEF15	AVPR2	BCL6B	BHLHE40-AS1	BTNL9	C1QTNF9	CD109	CD320	CD34	CD93	CIMAP1D	CLEC14A	CLEC3B	COL13A1	COL15A1	CRYBB3	CYYR1	ENSG00000233251	ESAM	ESM1	EXOC3L1	F2RL3	FAM124B	FAM167B	FCN3	FLT1	FOXI2	HAPLN1	HSPG2	IFI27	JAG2	JAM2	LHX6	LINC01936	MADCAM1-AS1	MALL	MIR126	MMRN2	NOSTRIN	NOTCH4	OIT3	PCDH12	PLVAP	PRND	RP1L1	SCN4A	SEMA6B	SLC9C1	SOX17	SOX7	SPAAR	SSUH2	TCF15	TCIM	TM4SF18	TM4SF18-AS1	TMEM88	UPB1	VSIG2
DESCARTES_FETAL_PLACENTA_AFP_ALB_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_AFP_ALB_POSITIVE_CELLS	A1CF	ABCB11	ABCC2	ABCC6	ACADSB	ACY1	ADAMTS16	ADH1A	ADH4	ADH6	AFP	AGT	AGXT	AHSG	AHSP	AK4	AKR1C2	AKR1C3	ALB	ALDH4A1	ALDH6A1	ALDOB	AMBP	AMN	ANGPTL3	APOA1	APOA2	APOB	APOC3	APOH	APOM	ARG1	ASGR1	ASGR2	ASS1	ATF5	BAAT	BCHE	BDH1	BEX1	BHMT	C4BPB	C5	C8A	CBS	CD302	COL2A1	CPB2	CPS1	CYP39A1	CYP3A7	CYP4A11	CYP4F3	CYP8B1	DDC	DGAT2	DHCR24	DHCR7	DIO1	DOCK7-DT	DPYS	ERP27	ESPN	F12	F13B	F2	FABP1	FGA	FGB	FGFR4	FGG	FLRT3	FMO5	FTCD	FZD5	G6PC1	GC	GLS2	GOLT1A	GPAM	GPER1	GSTA1	GSTZ1	HBM	HISLA	HJV	HMGCS2	HPX	HRG	HRG-AS1	HSD17B11	IDI1	ITIH1	ITIH2	ITIH3	KLB	KLHL31	KNG1	LINC02027	LINC02301	LINC02851	LIPC	LRG1	MASP2	MAT1A	MEP1A	MIR9-1HG	MLXIPL	MMAB	MPST	MSI1	MSMO1	MST1	MT1E	MT1F	MT1G	MT1H	MT1X	MT2A	NAT1	NBEAP1	PAH	PAQR9	PBLD	PEBP1	PGRMC1	PHYH	PIK3C2G	PLG	PNPLA3	PRAP1	PRG4	PRODH2	PROX1	RBP4	REEP6	RIDA	SARDH	SCD	SEMA4G	SERPINA1	SERPINA10	SERPINA4	SERPINA5	SERPINA6	SERPINC1	SERPIND1	SERPINF2	SIRT4	SLC13A5	SLC2A2	SLC30A10	SLC37A4	SLC38A3	SLC38A4	SLC39A5	SLCO1B1	SLCO1B3	SMLR1	SOAT2	SPRYD4	STEAP2-AS1	TDO2	TENM1	TF	TFR2	TM4SF4	TM7SF2	TMEM97	TMPRSS6	TTR	UGT2B4	VTN	XPNPEP2
DESCARTES_FETAL_PLACENTA_EXTRAVILLOUS_TROPHOBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_EXTRAVILLOUS_TROPHOBLASTS	AADACL3	AOC1	ASAP3	ASCL2	ASPSCR1	BEST3	CCNE1	CERCAM	CILP2	CLDN19	COL17A1	DAW1	DEPDC7	DIO2	EGFR-AS1	FAM43B	FAT2	FN1	FSTL1	FSTL3	GKN1	GPR146	GPR78	HEXB	HLA-G	HSPG2	HTRA1	HTRA4	IGFL2-AS1	ISM2	ITM2B	KCNJ15	KCNK12	KISS1R	KLRG2	KRT16P6	LAIR2	LDLRAD2	LINC00330	LINC01819	LVRN	LY6D	LY6K	MAG	MYCN	MYCNOS	MYCNUT	NOG	NOS2	NOTUM	PDE6H	POMC	PRG2	PTGES	PTPRF	PTPRQ	PYCR1	QSOX1	RN7SL810P	RNF223	RTN4RL2	SEMA4C	SLC17A8	SOWAHD	STAB2	SYT8	TAC3	TNFSF10	TNNI2	WFDC3
DESCARTES_FETAL_PLACENTA_IGFBP1_DKK1_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_IGFBP1_DKK1_POSITIVE_CELLS	ADAMTS4	ADAMTS8	ADGRG2	ADRA2C	ALDH1A3	AOX1	APOD	BRINP2	C11orf96	C1R	CAB39L	CACNB2	CD248	CD82	CFD	CHI3L2	CHRD	CHRDL1	CILP	CNR1	COL4A4	COX7A1	CPXM1	CRLF1	CTSK	CYP1B1	DIRAS2	DKK1	DPP6	DPYD-AS1	ENTPD3	FAM131B-AS2	FOXL2	GALNT13	GAS1	GGT5	GLB1L2	GPR176	GRIA3	HEPH	HOXD10	HSD11B1	HSPB6	HTR2B	IGFBP1	IGFBP2	IGFBP4	IGFBP5	IGFBP6	IGSF10	IL1A	IL1RL1	ING1	ISLR	KCND2	LEFTY2	LETR1	LGALS1	LINC00707	LINC01435	LRRC15	LRRN4CL	LUM	MAOB	MAP3K4-AS1	MEDAG	MEGF10	MELTF	MFGE8	MOV10L1	MXRA8	NDP	NPR3	NR1D1	NTRK1	OMD	OSGIN2	OSR2	P4HA3	PARM1	PCDH20	PCSK1	PEMT	PGR	PHYHIP	PLAC9P1	PLPP1	POLR1F	PRL	PROK1	PRR15	RAMP1	RBP1	RGS17	RGS2	RORB	RORB-AS1	ROS1	S100A3	SCARA5	SDC3	SHISAL1	SPOCK1	SSC5D	STAC2	SULF2	TEX26-AS1	THY1	TIMP1	TMEM132C	TMEM45A	TNFRSF8	TRPC4	WDR86-AS1	WNT4	WNT5A	WT1	WT1-AS
DESCARTES_FETAL_PLACENTA_LYMPHOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_LYMPHOID_CELLS	ADGRG3	ADGRG5	AKNA	ALOX5AP	ANKRD20A9P	ANKRD36BP2	APOBEC3D	BCL11B	CAMK4	CARD11	CARMIL2	CD2	CD244	CD247	CD27	CD38	CD3D	CD3E	CD3G	CD5	CD52	CD6	CD69	CD7	CD79A	CD79B	CD8A	CD96	CDHR1	CDKN2A	CEP55	CLDND2	CRTAM	CST7	CTSW	CXCR3	DAPK2	DENND1C	DTHD1	ENAM	EOMES	FBXO43	FCRL5	GIPR	GNLY	GNPTAB	GZMA	GZMB	GZMH	GZMK	IFNG-AS1	IGHA1	IGHG1	IGHG3	IGHG4	IGHGP	IGHM	IGKC	IGLL5	IKZF3	IL2RG	IL32	IRF4	ISG20	ITGA8	ITGAD	ITGB7	ITK	JCHAIN	JSRP1	KCNQ5	KIF11	KLRA1P	KLRB1	KLRC1	KLRC2	KLRC3	KLRC4-KLRK1	KLRG1	LAX1	LCK	LINC00426	LINC00861	LINC01484	LINC01934	LINC02362	LTB	MYO1G	MZB1	NCR1	NKG7	NLRC3	NMUR1	NOD2	NUGGC	OASL	PIM2	PLCH2	POU2AF1	PRF1	PSTPIP1	PTGDR	PTGIS	PTPN7	PTPRCAP	RASA2-IT1	RASAL3	RASGRP1	RHOH	RUNX3	SAMD3	SCML4	SEPTIN1	SH2D1A	SH2D1B	SH2D2A	SIDT1	SIRPG	SLAMF6	SLFN12L	STAP1	STYK1	TBC1D10C	THEMIS	TIGIT	TMEM71	TMIGD2	TNFRSF18	TOGARAM2	TRAF3IP3	TRAF5	TRAT1	TRBC2	TRDC	TRGC2	TSHR	TXNDC5	VAMP1	WDR62	XCL1	XCL2	ZAP70	ZBP1	ZNF215	ZNF683
DESCARTES_FETAL_PLACENTA_MEGAKARYOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_MEGAKARYOCYTES	ABCC4	ACRBP	ACTR3B	ADAMTSL4-AS2	ANGPT1	ANK1	ANKRD33B	ANKRD40	ARHGAP6	ARMC3	ATP1A1-AS1	ATP2C1	BANK1	BCL2L1	BIN2	BIRC7	C11orf21	C1QTNF12	C20orf203	C20orf96	CAVIN2	CAVIN2-AS1	CBFA2T3	CD226	CDC14B	CENPL	CENPT	CHEK1	CNST	COL24A1	CPA6	CRACD	DAAM1	DAPP1	DBN1	DCLRE1A	DENND2C	DGKG	DNAJB2	DNM1P47	DNM3	DYNC1I1	EFCAB13-DT	EFHC2	EGF	EHD3	ENSG00000227355	ENSG00000255240	EPHA10	EXOC3L4	F2RL3	FERMT3	FHOD1	FN3K	FOXP1-IT1	GABRB1	GAS8	GP1BA	GP6	GRK5-IT1	H2AC6	H2BC4	HABP4	HNRNPLL	HTR2A	ILK	INHBA-AS1	INKA1	IPCEF1	ITGA2B	ITGA9-AS1	ITGB3	KATNAL1	KCNT2	KDM7A-DT	KIAA0513	KIF9	LEFTY1	LGALSL	LIMASI	LIMS1	LINC00534	LINC00667	LINC00989	LINC01089	LINC02284	LINC02604	LMO2	LRP12	LRRC14	LRRC8B	MARCHF2	MAVS	MAX	MBOAT2	MCTP1	MCU	MDM1	MFSD2B	MIEF2	MIGA2	MINDY1	MKRN2	MLC1	MMRN1	MOB3C	MPIG6B	MYLK-AS1	MYO18B	MYO3B	MYOM1	MYT1L	NEXN	NLK	NOL9	NQO1	NRGN	NT5C3A	NT5M	OR2W3	OSBP2	P2RX1	PDCD10	PEAR1	PF4	PKHD1L1	PLA2G12A	PLEKHA8P1	PPBP	PRELID2	PRKAR2B	PRKAR2B-AS1	PRKCB	PROSER2	PRTFDC1	PRUNE1	PSTPIP2	PTGIR	PTGS1	PYCR2	RAB27B	RAB30-DT	RAB37	RAB3C	RAP1B	RASA3	RBM38	RELCH	RFFL	RFXAP	RGS18	RGS6	RHAG	RIPOR3	RN7SL452P	RN7SL801P	RNF215	RNF24	RNU6-272P	RNU6-299P	RPS14P4	RUFY1	SAMD14	SAV1	SEC31B	SELP	SLC7A11	SLC8A3	SNCA	SOCS3-DT	STON2	STXBP5	TAL1	TBC1D20	TBXAS1	TEX22	TGFB1	THBS1	TLN1	TMEM40	TMEM74	TMEM91	TNIK	TRIM58	TSPAN32	TSPAN33	TSPOAP1-AS1	TUBA4A	TUBB1	VCL	VEPH1	VPS11	WNT7B	XIRP2	XRCC2	XYLT2	ZBED4	ZFPM1	ZMYND8	ZNF217-AS1	ZNF346	ZNF431	ZNF561-AS1
DESCARTES_FETAL_PLACENTA_MYELOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_MYELOID_CELLS	ACP5	ADAMDEC1	ADAP2	ADGRE2	ANKRD22	ARHGAP22	ARL11	BCL2A1	BFSP2	C1QA	C1QB	C1QC	C1orf162	C3AR1	C5AR1	CALHM6	CCL13	CCL2	CD14	CD163	CD163L1	CD28	CD5L	CD74	CD83	CD86	CHI3L1	CHIT1	CIITA	CLEC7A	CLEC9A	CPVL	CTSZ	CXCL10	CXCL11	CXCL16	CXCL9	CYBB	CYP2S1	EGR2	EREG	FAM20C	FCGR1A	FCGR3A	FGD2	FGL2	FOLR2	FPR3	GGTA1	GNA15	GPR141	HCK	HK3	HLA-DMA	HLA-DOA	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB5	HLA-DRB6	HPGDS	HS3ST2	ICAM1	IGSF21	IGSF6	IL4I1	KCNAB1	KCNE1	KCNJ5	LACC1	LAIR1	LAMP3	LGALS2	LGMN	LILRA6	LILRB2	LILRB4	LINC00970	LINC01094	LINC02698	LINC02798	LINC03070	LRRC25	LRRC39	LST1	LTA4H	LY86	LYZ	MAFB	MARCHF1	MARCO	MILR1	MMP9	MNDA	MPEG1	MRPL2	MS4A6A	MS4A7	NFAM1	NLRP3	NRIR	OSCAR	P2RX7	PADI2	PLA2G2D	PLTP	PPM1M	PRAM1	RAB39A	RASSF4	RBPJ	RNASE6	RUBCNL	RYR1	S100A8	SCIMP	SDS	SIGLEC1	SIGLEC10	SIGLEC9	SIRPB2	SLAMF8	SLC11A1	SLC37A2	SLC38A6	SLC7A7	SPP1	ST18	STAB1	SUCNR1	TFEC	THEMIS2	TLDC2	TLR2	TLR6	TLR7	TMEM273	TNFAIP8L2	TOR4A	TPRG1	TYROBP	VSIG4	ZEB2-AS1
DESCARTES_FETAL_PLACENTA_PAEP_MECOM_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_PAEP_MECOM_POSITIVE_CELLS	ABCA4	ACMSD	ADGRF1	AGR2	AHI1-DT	ANKRD37	ARG2	ARHGEF28	ASRGL1	ATP2C2	B3GAT1-DT	B4GALNT2	B4GALNT3	BAIAP2L2	BDKRB2	C2CD4A	C4BPA	CA12	CAPS	CATSPERB	CCDC148	CDKL2	CFAP43	CLDN3	COMP	CP	CX3CL1	CYS1	DCDC2	DEFB1	DEPTOR	DLGAP1-AS3	DNAH5	DNAH7	DNAJB13	DNER	DOK5	DRAIC	DRC3	EHF	ELAPOR1	ENPP5	ENSG00000231252	ENSG00000269043	EPCAM	ERN1	ETS2-AS1	EVC	F11-AS1	F2RL1	FAM135B	FAM227A	FAM229B	FAM9B	FOXJ1	FYB2	GABRP	GALNT14	GEM	GGT3P	GPX3	GRAMD1C	HAP1	HOXB-AS3	HOXB5	HS6ST3	IGSF11	IL1RL2	IL20RA	INHBB	IRX3	KCNK2	KCNMB2	KIF12	KIZ	KLK10	LAMB3	LBP	LCN2	LEKR1	LIF	LINC00621	LINC00871	LINC01239	LINC01301	LINC01320	LINC01470	LINC01502	LINC01541	LINC01913	LINC02532	LINC02888	LINC03033	LRRC52-AS1	LRRIQ1	LY86-AS1	MACC1	MAL	MFSD4A	MKLN1-AS	MRPS2	MTF1	MUC1	MUC16	MUC20	MYO5C	NAPSA	NMU	NNMT	NXNL2	OBP2A	OVOL2	PAEP	PAX2	PAX8	PDE7B-AS1	PER2	PIERCE1	PIGR	PKDCC	PKHD1	POU5F1	PRKAA2	PRR34-AS1	PSORS1C3	PTPRR	RAB2A	RASD1	RIMKLB	RIMS2	RNF180	RORC	RXFP1	SAMD12	SCNN1A	SEC14L6	SFN	SGPP2	SHROOM3	SIK2	SLC15A1	SLC18A2	SLC1A1	SLC34A2	SLC6A12	SLC6A20	SLC6A6	SLPI	SNX29P2	SST	STK33	SVOPL	SYT14	TACSTD2	TMEM101	TMEM252-DT	TMPRSS4	TNFAIP6	TSPAN1	TSPAN12	TTC39A	UBE2D2	UCA1	UGT2B7	UGT8	VTCN1	VWA3A	WDR72	WFDC2	ZNF19	ZPLD1
DESCARTES_FETAL_PLACENTA_SMOOTH_MUSCLE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_SMOOTH_MUSCLE_CELLS	ABCC8	ABCC9	ADAMTS18	ADAMTS20	ADAMTSL3	ADARB2	ADGRB1	ADRB3	AFF2	AGTR1	ANGPTL6	ANKRD30A	ARHGAP44	BMPER	BMPR1B	C9orf153	CACNA1C	CACNA1C-IT3	CARMN	CCDC102B	CCDC3	CCDC68	CDH19	CHRM2	CIB4	CLTCL1	CNTN4	COL13A1	COL5A3	COLEC10	COX4I2	CSPG4	DAAM2-AS1	EGFEM1P	EGFLAM	ERFE	FAM162B	FAM182B	FAM228A	FOXF2	GFRA2	GJC1	GNAL	GPR20	GRID1	GUCY1A2	HAS2	HECW2-AS1	HEYL	HIGD1B	ITGA9	KCNK17	KCNK3	KCNS3	LAMC3	LINC00993	LINC01099	LINC02082	LINC02398	LINC02889	LIPG	LZTS1	MAPT	NDUFA4L2	NGFR	NOTCH3	OLFM2	PAG1	PAQR5	PDLIM3	PELO	PGM5	PLA2G2A	PLA2G5	PLCB1	PLCB1-IT1	POSTN	RASL12	REN	RGS20	SCN11A	SCN4B	SCN7A	SEMA5B	SEPTIN4	TBX5	TRPC3	VASH2	WNT3A
DESCARTES_FETAL_PLACENTA_STROMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_STROMAL_CELLS	ACKR1	ARHGAP15-AS1	ASB18	ASB4	ASZ1	C1QTNF2	C2orf83	CACNA2D4	CADM3	CCNYL2	CDH15	CLMP	CNTN5	CNTN6	COL16A1	COL8A2	CYP2W1	DES	EEF1DP3	ELN	ENSG00000230649	ENSG00000251216	ENSG00000258747	ENSG00000272668	FGF10-AS1	FLJ12825	FMO1	FREM1	GATA6-AS1	GBX2-AS1	GDF6	GDNF	GDNF-AS1	GLI2	GXYLT2	HS3ST6	HSD3BP2	HSD3BP5	ITGBL1	KCNIP4	KCNJ12	KCTD19	LIN7A	LINC00314	LINC00523	LINC01133	LINC01673	LINC01695	LINC01931	LINC02006	LINC02268	LINC02277	LINC02302	LINC02307	LINC02360	LINC02708	LINC02759	LINC02893	LOC105374516	MATN1	MATN2	MIR218-1	MMP23B	MSC-AS1	MYOD1	NALCN	NCKAP5-AS2	NFASC	NGF	OACYLP	OCA2	PCDH10	PITX1	PKP1	PLAAT5	PON3	POU6F2	PTGFR	RNU7-119P	RPL17P13	RPL31P25	RSPO2	RTL9	SELENBP1	SFTPD	SFTPD-AS1	SLC16A10	SLC18A3	SLC22A2	SLC24A2	SLC6A15	SLIT2	STC1	SYT15	TCF21	WSCD2	ZNF804B
DESCARTES_FETAL_PLACENTA_SYNCYTIOTROPHOBLASTS_AND_VILLOUS_CYTOTROPHOBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_SYNCYTIOTROPHOBLASTS_AND_VILLOUS_CYTOTROPHOBLASTS	ADCY2	ALDH7A1	ANKRD65	AP1S3	APELA	ATP6V0A4	BFSP2-AS1	CCDC54-AS1	CDH8-AS1	CLCA2	CRISPLD1	CTBP2P8	CYP2J2	CYP4F35P	DSC3	EDARADD	ENSG00000229492	FAM118A	FAM41C	FRMD6	FTLP14	GABRA4	GCNT4	GNA12	GPR87	GRAMD2A	HS6ST2	HSPD1P6	IL1RAPL2	ISYNA1	KANK1	KCNG1	L1TD1	LGR5	LINC01162	LINC01205	LINC01210	LINC01618	LINC02253	LINC02378	LRATD1	LRP2	MAP7D2	MAPK4	MAST4-AS1	MCOLN3	MIR205HG	NALCN-AS1	NRXN3	OFCC1	OR8G1	OVCH2	POF1B	POTEKP	PRSS12	RASSF6	RFX6	SCAND3	SIGLEC6	SLC13A3	SLC13A4	SLC22A11	SLC27A2	SLC28A2	SLC38A9	SLC52A3	SLC6A4	SMAGP	TENM3	TENM3-AS1	TMEM150C	TP63	TRPV4	TTPA	TUBA5P	VSTM5	ZNF723	ZNRF3	ZNRF3-IT1	ZYG11A
DESCARTES_FETAL_PLACENTA_TROPHOBLAST_GIANT_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_TROPHOBLAST_GIANT_CELLS	ADHFE1	AFF1	ALPP	ANGPT2	ANKRD33	BPGM	C4orf36	CAPN6	CCK	CCSAP	CGA	CGB3	CHODL	CPXM2	CRH	CRYBG2	CSH1	CSH2	CSHL1	CYP19A1	DEPDC1B	ENDOU	ENSG00000243273	ENSG00000256389	ERV3-1	GDF15	GH1	GH2	HOPX	HS3ST3B1	HSD11B2	HSD17B1	HSD3B1	HSPB8	HSPD1P11	IL22RA2	INHBA	INSL4	KISS1	LGALS13	LGALS14	LGALS16	LINC00474	LINC00482	LINC00939	LINC00967	LINC01118	LINC01119	LINC01483	LINC02291	LY6G6C	LYPD5	MAN1C1	MISP3	NCF4-AS1	NECTIN3	OLAH	PLCE1-AS1	POU2F3	PRSS41	PSCA	PSG1	PSG10P	PSG11	PSG2	PSG3	PSG4	PSG5	PSG6	PSG7	PSG8	PSG8-AS1	PSG9	RHOBTB3	RRS1-DT	RYBP	SCNN1B	SDC1	SEMA3B	SH2D5	SLC26A7	SLC7A4	TCHH	TCL6	TFPI2	TMEM54	TPRXL	TREML2	TREML3P	TRPV6	XKRX	ZNF117	ZNF468
DESCARTES_FETAL_PLACENTA_VASCULAR_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_PLACENTA_VASCULAR_ENDOTHELIAL_CELLS	ADGRF5	ADGRL4	AFF3	APLN	APLNR	ARHGEF15	ARHGEF26	BCL6B	BMS1P10	CACHD1	CALHM4	CARD10	CCM2L	CD34	CD93	CDH13	CDH5	CGNL1	CLDN5	CLEC14A	CLEC1A	CLEC4GP1	CRHBP	CYP1A1	CYYR1	DIPK2B	DLEU1	DLL4	ECSCR	EGFL7	ENSG00000233251	ENSG00000237070	ENSG00000260862	ERG	EXOC6	FAM124A	FAM124B	FBXW10B	FCGR2B	FCGR2C	FUT9	GRB14	HACE1	HECW2	HEY1	HS3ST3A1	IGSF9B	IL33	JAM3	JCAD	KDR	KL	KLF2	LDB2	LHX6	LINC01049	LINC01681	LINC02880	LOXHD1	LRP6	LRRC36	MEOX2	NDNF	NNAT	NOTCH4	NOVA2	NRARP	NTS	PCDH17	PCSK5	PDE1C	PKN3	PLVAP	RALGAPA2	RALYL	RAMP2	RAMP2-AS1	RASIP1	RASSF9	RHOJ	ROBO4	S1PR1	SHANK3	SHE	SLC22A10	SOX18	SOX7	ST6GALNAC3	SYN2	TAMALIN	TCF15	TEK	THSD1	TIE1	TM4SF18	TMC7	TMEM178A	TMEM255B	TTLL10	USHBP1	VIPR1	ZNF521
DESCARTES_FETAL_SPLEEN_AFP_ALB_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_AFP_ALB_POSITIVE_CELLS	A1CF	ABCC6	ACAA1	ACADSB	ACSL4	ACSM2B	ADH1A	ADH4	ADH6	ADORA2A-AS1	AFP	AGAP5	AGPAT2	AGT	AGXT	AHSG	ALB	ALDH4A1	ALDH6A1	ALDOB	AMBP	AMN	ANGPTL3	APOA1	APOA2	APOB	APOC1	APOC3	APOE	APOH	APOM	ASGR1	ASGR2	ATF5	AZGP1	BEX1	BHMT2	C2	C5	C8A	C8B	CDO1	CFHR1	CHDH	CLU	COL2A1	CPS1	CRYZ	CYB5A	CYP19A1	CYP3A5	CYP3A7	CYP4A11	CYP4F3	CYP51A1	DGAT2	DGCR6L	DHCR24	DHCR7	DLK1	DNAJC12	DPYS	DUSP9	ELOVL2	F10	F12	F2	F5	F7	FABP1	FGA	FGB	FGG	FGL1	FMO5	FN1	FST	FTCD	FTL	FXYD1	FXYD2	GALK1	GAMT	GATM	GC	GJB1	GLDC	GLUD1	GPAM	GPC3	GRHPR	GSTA1	H19	HABP2	HAL	HAMP	HGFAC	HMGCS1	HMGCS2	HNF4A	HPN	HPX	HRG	IGF2	IGFBP1	IGSF1	ITIH1	ITIH2	ITIH3	KLKB1	KNG1	KTN1-AS1	LBP	LINC01428	LINC02532	LIPC	LOXL4	LRG1	LSS	MASP2	MAT1A	MGST1	MSMO1	MSRB1	MST1	MT1E	MT1F	MT1G	MT1H	MT1X	MT2A	MTTP	NPSR1-AS1	PAH	PBLD	PCBD1	PCYT2	PEBP1	PEG10	PERP	PHYH	PKHD1	PLG	PRAP1	PRLR	PTP4A1	RBKS	RBP4	RETSAT	SC5D	SCD	SDC1	SERPINA1	SERPINA3	SERPINA4	SERPINA5	SERPINA6	SERPINA7	SERPINC1	SERPIND1	SERPINF2	SLC13A5	SLC22A9	SLC25A10	SLC27A2	SLC2A2	SLC38A3	SLC38A4	SLC39A14	SLC39A5	SMLR1	SNAP25-AS1	SPP2	SPRYD4	SULT1C2	SULT1E1	TF	TM4SF4	TM7SF2	TMEM150A	TMEM199	TMEM97	TMT1A	TRIM32	TRIM71	TTR	UGT2B4	VTN
DESCARTES_FETAL_SPLEEN_ERYTHROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_ERYTHROBLASTS	ABCB10	ACHE	ACSBG1	ANK1	ART4	ATP13A3-DT	C16orf95	C17orf99	CALN1	CDC25A	CDK15	CPOX	DHRS13	DMC1	DNAJA4	E2F2	EIF5AP2	ENSG00000260592	EPB42	EPCAM	EPOR	EPS15-AS1	ERMAP	FAM117A	FAM178B	GYPA	GYPB	GYPE	HDC	HEMGN	HMBS	ICAM4	IL1RL1	KCNH2	KEL	KLF1	LONRF3	MINPP1	MYB	PCLAF	PLPP4	PPM1H	PRG2	PRSS57	RHAG	RHCE	RWDD3-DT	SLC14A1	SLC22A16	SLC22A4	SLC25A15	SLC25A21	SLC29A1	SLC2A14	SLC38A5	SLC4A1	SLC5A4-AS1	SLC6A9	SPAG17	SPTA1	ST8SIA1	TESMIN	TFRC	TRIM10	TSPO2	TYMSOS	XACT
DESCARTES_FETAL_SPLEEN_LYMPHOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_LYMPHOID_CELLS	ACAP1	ADAM7-AS1	ADARB2	ADGRG5	AKAP5	ALOX5	ALOX5AP	BCL11B	BLK	BLNK	C12orf42	C1orf220	CARD11	CCR6	CCR7	CD2	CD22	CD247	CD27	CD37	CD3D	CD3G	CD5	CD52	CD79A	CD8A	CD8B	CD96	CNR2	COL19A1	CR2	CRAT37	CXCR5	CYFIP2	DTX1	EMB	ENSG00000266088	EOMES	FCER2	FCMR	FCRL1	FCRL2	FCRL3	FCRL5	GPR18	GPR55	GZMM	HIP1R	HSF5	IFNG-AS1	IFNLR1	IGHD	IGHM	IGKC	IGLL5	IKZF3	IL23R	IL2RB	IL9RP3	KBTBD8	KLHL14	KLRC1	KLRC2	KLRC4-KLRK1	KSR2	LARGE2	LCK	LEF1	LINC00426	LINC00861	LINC00926	LINC01215	LINC01222	LINC01588	LINC01800	LINC01891	LINC02245	LINC02397	LINC02968	LTA	LY86-AS1	LY9	MS4A1	MZB1	NCF1	NCR1	NIBAN3	P2RY10	PARP15	PAX5	PCED1B-AS1	PHEX	PLAC8	PLCG2	POU2AF1	PTPN22	PYHIN1	RALGPS2	RASGRP1	RHOH	RN7SL337P	RN7SL842P	SAMD3	SCML4	SH2D1A	SHISAL2A	SIRPG	SLAMF1	SLAMF6	SNX29P1	SP140	SPIB	STAP1	STK17A	SYTL1	TAGAP	THEMIS	TIGIT	TLR10	TMEM154	TNFRSF13B	TNFRSF13C	VAV3-AS1	VNN2	VPREB3	XCL1	ZNF860
DESCARTES_FETAL_SPLEEN_MEGAKARYOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_MEGAKARYOCYTES	ACTN1	ADCY6	ALOX12	ANOS2P	APPBP2-DT	ASAP2	C2orf88	CATSPER2P1	CD226	CDC14B	CFAP45	CLEC1B	CNST	COL24A1	DENND2C	DGKG	DNM3	DNMT3B	DYNC1I1	EFCAB13-DT	EFHC2	EGF	EGR3	ELAPOR2	ELOVL7	F13A1	F2RL3	FXYD5	GABRE	GNAZ	GNB5	GP1BA	GP6	GP9	H2AC6	HPSE	HTR2A	ING5	INHBA-AS1	IRAG1	IRS2	ITGA2B	ITGB3	KBTBD12	KIAA0513	LANCL3	LAT	LGALSL	LGALSL-DT	LINC00298	LINC00299	LINC00504	LINC00989	LINC02284	LINC02770	LINC02951	LIPH	LTBP1	LY6G6F	MCF2L	MDM1	MED12L	MFAP3L	MMRN1	MPIG6B	MPL	MPP7	MYO18B	MYO3B	MYOM1	NBEAL2	NEXN	NEXN-AS1	NINJ2-AS1	NLK	NME9	NOS1AP	PDE5A	PF4	PLCB4	PLEK	PPBP	PRKAR2B	PRKAR2B-AS1	PROSER2	PTCRA	RAB27B	RAB37	RAB3C	RADIL	RAP1B	RASA3	RBPMS2	RGS18	RPS12P16	RSU1	RUFY1	SELP	SLC2A3	SLC37A1	SLC9A1	SNAI3-AS1	SRC	THBS1	TMEM40	TMEM91	TREML1	TTC39B	USH2A	VCL	WFDC1	XIRP2	XYLT2	ZNF691
DESCARTES_FETAL_SPLEEN_MESOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_MESOTHELIAL_CELLS	ADAMTS15	ADAMTS5	ADAMTS8	ADAMTSL4	ADGRL3	ADIRF	AHNAK2	ANKRD50	ANO5	ANXA1	AOX1	ARFGEF3	ARHGAP44	ARSJ	ATF3	B3GALT1	B3GALT2	BASP1-AS1	BHLHE40	BMP3	BMP4	BNC1	BNC2	C19orf33	C21orf62	CA11	CAPN6	CARNS1	CBLN2	CCN3	CDH3	CDKN1A	CDON	CEP170B	CFAP210	CGN	CGNL1	CHRDL1	CHRM2	CLDN15	CLIC3	COL8A1	CRB2	CRIP1	CSDC2	CSRNP1	CTXN1	CXADR	CYSTM1	DSC3	DSG2	DUSP1	EFEMP1	EFNB3	EGFL6	EGR1	ELAVL2	EPHB6	EZR	F3	FABP4	FAM167A	FAM83H	FENDRR	FGF18	FGF9	FLRT3	FMN2	FOS	FOXF1	FZD7	GADD45A	GADL1	GAS1	GAS1RR	GFPT2	GJA1	GLP2R	GLT8D2	GPNMB	GRIN2A	HAND2	HAS1	HHIP	HHIP-AS1	HSPA1B	HSPB2	ID4	IER3	IGSF9	IL6	ILDR2	INMT	INSYN1	IQUB	ISL1	ITGA3	ITPKC	JUNB	KCTD8	KLF5	KLK11	KRT18	KRT19	KRT5	KRT7	KRT8	LAMA5	LGALS3	LGI2	LHX9	LINC01099	LINGO2	LRP2	LRRN4	LRRTM1	MAF	MAL2	MCOLN3	MGP	MMP24	MSLN	MTMR7	MUC16	MYRF	NDRG1	NEBL	NEK5	NFASC	NPHS1	NPNT	NR2F1	NREP	NRG4	NXPH2	OGN	OLR1	OMD	PAPPA	PATJ	PCDHA6	PDGFRL	PDPN	PDZK1IP1	PLA2G2A	PLAT	PPL	PPP1R15A	PPP1R3B	PRG4	PROCR	PTGIS	PTPRQ	QRFPR	RASSF7	REC8	REEP1	RGS16	RNF217-AS1	RRAD	RSPO1	RSPO3	S100A10	SBSPON	SCNN1A	SEMA3C	SEMA3D	SFRP2	SGIP1	SGO2	SH3RF2	SLC34A2	SLC4A4	SLPI	SMPD3	SMTNL2	SOCS3	SPOCK2	SULF1	TGFB3	TGM1	TIMP1	TM4SF1	TMEM151A	TNFSF9	TNNT1	TPD52L1	TUFT1	UPK3B	VAT1L	WNT2B	WNT5A	WWC1	ZFP36
DESCARTES_FETAL_SPLEEN_MYELOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_MYELOID_CELLS	ADAP2	ADGRE1	ADGRE2	ADGRE4P	AGR2	ALMS1P1	ANKRD24	BATF3	C3AR1	CABP4	CARD14	CCDC170	CD163	CD163L1	CD200R1	CD274	CD300LF	CD86	CDS1	CHN2	CLEC7A	CLEC9A	CLNK	CMKLR1	CSF2RA	CXCL10	DMXL2	DSCAM	DSCAM-IT1	EBI3	ENPP2	ENSG00000234647	EPB41L3	EYA2	FABP5	FAM20A	FCAR	FCGR1A	FCN1	FLVCR2	FMN1	GGTA1	GHRL	GPR137B	HCK	HK3	HRH1	IDO1	IFI44L	IGSF21	IGSF6	IL10	IL10RA	IL15	IL1B	IL1R2	IL1RN	ITGAD	ITGAX	KCNAB1	KCNK13	KCNMA1	LGMN	LILRA5	LILRB1	LILRB2	LILRB3	LILRB4	LILRB5	LINC00996	LINC01645	LINC03070	LRRK1	LY96	LYZ	MCOLN1	MEGF11	MERTK	MKNK1	MNDA	MRO	MS4A4A	MS4A4E	MS4A6A	MS4A7	NABP1	NAIP	NAIPP2	NCF2	NCKAP5	NEXMIF	NLRP3	NOD2	NRIR	OSCAR	OSM	PDCD1LG2	PFDN1P1	PID1	PPARG	PRAM1	PTPRE	RAB20	RAB39A	RASGEF1C	RASSF4	RGL3	RGS1	RN7SL138P	RUFY4	S100Z	SAMSN1	SIGLEC1	SIGLEC16	SIGLEC5	SIGLEC7	SIRPB1	SIRPB2	SLC39A13-AS1	SLC8A1	SMIM35	SPIC	TGFA	THEMIS2	TIMD4	TMEM63C	TRIM36	TRPV4	VSIG4	WWP1	ZNF415P1	ZNF710
DESCARTES_FETAL_SPLEEN_STC2_TLX1_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_STC2_TLX1_POSITIVE_CELLS	ATP1A3	CAMK2N2	CLVS2	CPLX2	EBF3	FBXL16	GABRG2	HRK	PANTR1	PRR36	TRH
DESCARTES_FETAL_SPLEEN_STROMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_STROMAL_CELLS	ADRA1B	CACNA1D	CADPS	CARMN	CDH7	CIBAR1-DT	CNTNAP2	DNM3OS	ENPP7P4	ESRRG	EYA1	GLIS3	KBTBD11-OT1	KCNIP1-OT1	KCNMB2	KLHL13	KLHL29	LINC00632	LINC01916	LINC02024	LINC02126	LINC03000	LINC03051	LINC03092	LRRC3B	LRRC4C	LRRC52-AS1	LSAMP	LYPD6B	MAPK10	MIR1245A	MIR3659HG	MKX	MTMR12P1	MYHAS	NPAS3	NPM1P10	NPY5R	NR2F2-AS1	OVCH1	P3H2-AS1	PHACTR3	PKNOX2	PRR16	RARB	RBMS3	RPL21P99	SCTR	ST6GALNAC5	TACR3	TARID	TMTC1	TPH2	UNC5C	VLDLR-AS1	ZNF804B
DESCARTES_FETAL_SPLEEN_VASCULAR_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_SPLEEN_VASCULAR_ENDOTHELIAL_CELLS	ADAMTSL1	ADGRL4	AFAP1L1	ALG1L6P	B3GNTL1P1	BBOX1-AS1	BTNL9	CALCR	CALCRL	CHRM3	CHRNA7	CIMAP1D	CYYR1	DGKE	EEF1A1P31	ENSG00000248636	ERG	ETS2-AS1	FAP	FGF12	GABBR2	GALNT18	GCOM1	GREB1L	HECW2	HOXD3	KIAA1671	KLHL4	LINC01545	LINC01594	LINC02160	LINC02356	LINC03002	LOC102723313	LRIG3	MAGI1	MAGI1-IT1	MECOM	MIR34AHG	MYRIP	NOSTRIN	OR5G5P	PROX1-AS1	PRSS48	PTCHD4	PTPRB	RAPGEF5	RFX8	RGS7BP	SIPA1L1	SLC5A4	SNCAIP	SNTG1	STAB2	TACR1	THSD7A	TMEM233	TRPM6	UNC80	ZNF503-AS1
DESCARTES_FETAL_STOMACH_CILIATED_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_CILIATED_EPITHELIAL_CELLS	ABCA13	ADGB	AGBL2	AHI1-DT	AK7	AK8	AK9	AKAP14	ALDH3B1	ANKFN1	ANKMY1	ANKRD18B	ANKRD44-AS1	ANKRD66	ANKUB1	ARHGAP39	ARMC3	ATG9B	B9D1	BBOF1	BBS5	BCYRN1	C10orf67	C1orf87	C22orf15	C2orf73	C6orf118	C7orf57	C8orf34	CABCOCO1	CAPS	CAPSL	CATIP	CC2D2A	CCDC113	CCDC13	CCDC146	CCDC148	CCDC162P	CCDC17	CCDC170	CCDC181	CCDC190	CCDC191	CCDC30	CCDC33	CCDC40	CCDC60	CCDC65	CCDC78	CCDC81	CCDC96	CCNO	CCNO-DT	CD164L2	CDC20B	CDHR3	CDHR4	CDKN2B-AS1	CERKL	CES4A	CFAP100	CFAP107	CFAP119	CFAP126	CFAP144	CFAP157	CFAP206	CFAP20DC	CFAP210	CFAP221	CFAP251	CFAP276	CFAP299	CFAP300	CFAP418-AS1	CFAP43	CFAP44	CFAP45	CFAP46	CFAP47	CFAP52	CFAP53	CFAP54	CFAP57	CFAP58	CFAP61	CFAP65	CFAP69	CFAP70	CFAP73	CFAP74	CFAP77	CFAP90	CFAP91	CFAP95	CFAP96	CIBAR2	CIMAP1B	CIMAP3	CIMIP1	CIMIP2B	CLUAP1	CLXN	CROCC2	CSPP1	CSRP3-AS1	CST6	CTXN1	CYP4B1	DCDC1	DCDC2B	DDX3ILA1	DEUP1	DLEC1	DNAAF1	DNAAF11	DNAAF3	DNAAF8	DNAH10	DNAH11	DNAH12	DNAH2	DNAH3	DNAH5	DNAH6	DNAH7	DNAH9	DNAI1	DNAI2	DNAI3	DNAI4	DNAI7	DNAJB13	DNALI1	DOC2A	DRC1	DRC3	DRC7	DTHD1	DYDC2	DYNLRB2	DYNLT4	ECT2L	EFCAB12	EFCAB6	EFHB	EFHC1	EFHC2	ENKD1	ENKUR	ENSG00000181123	ENSG00000226690	ERICH3	FABP6	FAM167A-AS1	FAM174A	FAM216B	FAM227A	FAM229B	FAM81A	FAM81B	FANK1	FBXO36	FBXW9	FHAD1	FOXJ1	FRMPD2	FUZ	GON7	GRM5	HAGHL	HOATZ	HYDIN	IL5RA	IQCD	IQCH	IQUB	KCNE1	KIAA0825	KIAA2012	KIF19	KIF23-AS1	KIF6	KIF9	LCA5L	LDLRAD1	LEKR1	LIAT1	LINC00589	LINC01392	LINC01708	LINC01765	LINC02166	LINC02345	LINC02955	LMNTD1	LRRC10B	LRRC23	LRRC27	LRRC46	LRRC51	LRRC71	LRRC73	LRRIQ1	MAP3K19	MAPK15	MARCHF10	MAT1A	MB	MDH1B	MNS1	MORN2	MORN5	MYCBPAP	NEK10	NEK11	NEK2-DT	NEK5	NME5	NME9	NRAD1	NWD1	ODAD1	ODAD2	ODAD3	ODAD4	ODF2L	OSCP1	OXTR	PIERCE1	PIH1D2	PLEKHG7	PPIL6	PPP1R36	PPP1R42	PRH2	PRR29	PSENEN	RAB36	RGS22	ROPN1L	RP1	RPGR	RRAD	RSPH1	RSPH10B	RSPH10B2	RSPH14	RSPH9	RWDD3-DT	SAMD15	SAXO2	SAXO4	SCGB2A1	SLC9C2	SLFN13	SNRPF-DT	SNTN	SPA17	SPACA9	SPAG17	SPAG6	SPAG8	SPATA17	SPATA18	SPATA6L	SPEF1	SPEF2	SPMIP6	STK33	STMND1	STOML3	SVOPL	SYNPR-AS1	TCTE1	TCTN1	TEKT1	TEKT2	TEKT3	THBS3-AS1	TMEM190	TMEM212	TMEM231	TMEM232	TMEM67	TOGARAM2	TPPP3	TRAF3IP1	TROAP-AS1	TSPAN19	TTC16	TTC21A	TTC23L	TTC29	TTC9-DT	TTLL10	TTLL9	TUBA4B	ULK4	VNN3P	VWA3A	VWA3B	WDR38	WDR49	WDR54	WDR86-AS1	WDR90	WDR93	ZBBX	ZC2HC1C	ZDHHC1	ZMYND10	ZMYND12	ZNF20	ZNF474	ZNF497
DESCARTES_FETAL_STOMACH_ENS_GLIA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_ENS_GLIA	ABCA8	ADAM23	ADGRB1	AIF1L	ATP1A2	CALHM2	CCN3	CDH19	CHL1	COL20A1	COL5A3	CRYAB	CRYM	EDNRB	EGFLAM	ELOVL2	ENTPD2	FAM78B	GABRA2	HEYL	IGSF11	KIRREL3	LGI4	LINC01192	LINC01505	MOXD1	MPZ	NKAIN2	NKAIN3	NKAIN4	NRXN1	OLFML2A	PLP1	PPP1R1C	PRIMA1	PTPRZ1	S100B	SLC15A3	SLC35F1	SNHG19	SOX10	SOX2-OT	TFAP2A	TMEM71	TSPAN11	VGLL3	WDR86	ZNF536
DESCARTES_FETAL_STOMACH_ENS_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_ENS_NEURONS	ACTL6B	ADCYAP1R1	ANKRD29	ARPP21	ATCAY	ATP1A3	CELF5	CHRNA3	CNGB1	CNTN5	CNTNAP2	CTNNA2	CUX2	DCX	DPP6	DSCAM	EEF1A2	ELAVL3	ELAVL4	EML5	FAM163A	FHOD3	FSTL5	GAP43	HCN1	HOXB5	INA	KCNIP4	KCNQ3	KLF3-AS1	LHFPL3	LINC01695	LINC02198	LINC02641	LRFN2	MAP6	MAPT	MIR137HG	MTCL3	MYT1L	NDRG4	NKAIN1	NOS1	NPTXR	NPY	NWD2	OLFM1	OLFM3	PCBP3	PCDH15	PHOX2B-AS1	PLD5	PRPH	PTPRR	RGS11	SCN11A	SEZ6L	SHF	SHROOM1	SLC5A7	SPOCK1	STAC	STMN2	SYN2	SYT1	SYT5	TCEAL5	TMEM255A	TUBB2A	TUBB2B	UCHL1	UNC5C	WDR5B	ZNF77
DESCARTES_FETAL_STOMACH_ERYTHROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_ERYTHROBLASTS	ABCA7	ABCB10	ABCC13	ACSL6	AHSP	ALAD	ALAS2	ANK1	ART4	BIRC5	BLVRB	C17orf99	CAT	CDC20	CDC27	CDCA5	CDKN2D	CPOX	CR1L	CROCCP2	DCAF12	DEPDC1B	DLGAP5	E2F2	EIF2AK1	ENSG00000260592	EPB42	ERMAP	FAM117A	FAM83D	FECH	GCLC	GYPA	GYPB	GYPE	H1-2	HBA1	HBA2	HBB	HBG1	HBG2	HBM	HBZ	HEMGN	HMBS	INCENP	KEL	KIF15	KLF1	LINC02506	MAP2K3	MARCHF2	MINPP1	MXD3	MYL4	NFE2	NPL	OSBP2	PARPBP	PPME1	RBM38	RFESD	RGS6	RHAG	RHCE	RHD	RILP	RIPOR3	RNF224	SCARNA22	SEC14L4	SHCBP1	SLC14A1	SLC25A21	SLC25A37	SLC25A39	SLC38A5	SLC4A1	SNCA	SNX22	SPC25	SPECC1	SPTA1	SPTB	STRADB	TENT5C	TF	TLCD4	TMCC2	TRAK2	TRIM10	TRIM58	TSPAN32	TUBB1	UBE2O	UROD	UROS	USP15	USP32	XPO7	YOD1
DESCARTES_FETAL_STOMACH_GOBLET_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_GOBLET_CELLS	A4GNT	CA9	CSF3	CXCL1	CXCL5	FBP2	FGF20	GKN1	GKN2	IL17C	LGR5	MUC5AC	MUC6	SLC22A8	TFF2	UGT2B15
DESCARTES_FETAL_STOMACH_LYMPHATIC_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_LYMPHATIC_ENDOTHELIAL_CELLS	AKR1C2	CCL21	CTSL	EFCC1	ENSG00000223786	ENSG00000255240	KLHL4	LINC02147	LY86-AS1	MMRN1	MYZAP	NFATC1	NTS	PARD6G	PTGS2	RADIL	RASSF9	RTN4RL1	SLC41A1	STAB2	SULF2	TFPI	TMEM140	TNFAIP8L3
DESCARTES_FETAL_STOMACH_LYMPHOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_LYMPHOID_CELLS	AGAP2	BACH2	BCL11B	CCR7	CD2	CD247	CD27	CD28	CD3D	CD3E	CD3G	CD5	CD52	CD6	CD69	CD7	CD79A	CD79B	CHI3L2	CORO1A	CTSW	EPHA1-AS1	FAM78A	GATA3	GPSM3	GVINP1	GZMA	GZMM	ICAM3	ICOS	IGHM	IL21R	IL2RB	IL7R	ITK	KLRB1	LAT	LCK	LEF1	LINC01934	LINC02328	LTA	LTB	MATK	MFNG	MS4A1	MYO1G	NIBAN3	NKG7	OAS2	PAX5	PCED1B-AS1	PRKCQ	PTPN7	PTPRCAP	PYHIN1	RAC2	RASAL3	RASGRP2	S1PR4	SAMD3	SASH3	SCML4	SELL	SEPTIN1	SH2D1A	SHISAL2A	SIRPG	SKAP1	STAT4	TAP2	TBC1D10C	TCF7	THEMIS	TMC8	TMIGD2	TRAF3IP3	TRAT1	TRBC2	TXK	ZAP70	ZNF831
DESCARTES_FETAL_STOMACH_MESOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_MESOTHELIAL_CELLS	ALDH1A2	AOX1	BDNF	BNC1	BST1	C3	CAVIN2-AS1	CBLN2	CDON	CFB	COL8A1	ENSG00000230615	FAM110C	GAS1	GFPT2	HAS1	HHIP-AS1	LINC02232	LINC02360	LINC02643	LRP2	NPHS1	NXPH2	PDZRN4	PTPRQ	RN7SL180P	RSPO1	RSPO3	SPHKAP	SULF1	TFPI2	TGM1	TMPRSS11F	TNNT1	UPK3B	WNT2B	WT1
DESCARTES_FETAL_STOMACH_MUC13_DMBT1_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_MUC13_DMBT1_POSITIVE_CELLS	ABCC6P1	ACE2	ACSL5	ADGRG7	ADRA2A	ALDOB	AMN	ANKRD40CL	ANKS4B	ANXA13	APOA1	APOA4	APOB	APOC3	BAIAP2L2	BTNL3	CCL25	CDH17	CDHR2	CDHR5	CDX1	CES2	CHP2	CHST13	CLDN2	CPS1	CREB3L3	CYP2B7P	DMBT1	ENPP7	EPS15-AS1	EPS8L3	FZD5	GCNT3	GDA	GDPD2	GK	GPA33	GPD1	GUCA2B	GUCY2C	HKDC1	HNF4A-AS1	HSD17B2	ISX	IYD	KHK	KRT20	LGALS4	LHFPL3-AS2	LINC00543	LRRC66	MALRD1	MAMDC4	MELTF	MEP1A	MGAM2	MGC32805	MIR194-2HG	MOGAT2	MT1F	MT1G	MT1H	MT2A	MTTP	MUC13	MUC17	MUC3A	MYO7B	NMUR2	NR1H4	NR1I2	OLFM4	ONECUT2	OTC	PCK1	PDZD7	PHGR1	PIGR	PLA2G12B	PRSS3	RBP2	SCTR	SI	SLC15A1	SLC17A4	SLC19A3	SLC26A3	SLC5A12	SLC5A9	SLC6A20	SPIB	SULT1E1	TM4SF20	TRIM31	TRPM6	VIPR1
DESCARTES_FETAL_STOMACH_MYELOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_MYELOID_CELLS	ADAP2	ADGRE2	ALOX5	ATP8B4	C1QA	C1QB	C1QC	CCDC26	CD14	CD163L1	CD300A	CD4	CD74	CD83	CD84	CD86	CIITA	CLEC7A	CPVL	CSF2RA	CSF3R	CST3	CYBB	DNASE1L3	FCER1G	FGD2	FLT3	GCA	HACD4	HCK	HLA-DMA	HLA-DMB	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB5	HLA-DRB6	IDO1	IDO2	IFI30	IGSF6	IL1B	IRF8	ITGAX	JAML	LINC00996	LTV1	LY86	MERTK	MMP9	MPEG1	MS4A4E	MS4A6A	MS4A7	MYO1F	NAPSB	NCF2	NFAM1	NR4A3	PIK3AP1	PLAUR	PLD4	PLEK	PTAFR	RILPL2	RUBCNL	S100A8	SPI1	TBXAS1	TNFRSF1B	TRPM2	TYROBP	WDFY4
DESCARTES_FETAL_STOMACH_NEUROENDOCRINE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_NEUROENDOCRINE_CELLS	AP3B2	CACNA1A	CDK5R2	CHGA	CRYBA2	DEPP1	DNAJC12	DPEP1	FEV	FRMPD4	GAST	GC	GCG	GCK	GHRL	GHRLOS	HAP1	HDC	HS3ST4	KCNH6	KCNH7	LHX5-AS1	LINC00261	LINC00907	LINC02532	MAOB	MBOAT4	MEGF11	NEUROD1	NKX2-2	NPSR1-AS1	PAX6	PCSK1	PPY	PTF1A	PTH2R	RBPJL	RFX4	RFX6	RGS4	ROS1	SEC11C	SLC18A1	SLC38A11	SST	ST18	SYT13	TPH1	TTR	VWA5B2
DESCARTES_FETAL_STOMACH_PARIETAL_AND_CHIEF_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_PARIETAL_AND_CHIEF_CELLS	ALB	ANGPTL3	AOC3	APOBEC2	AQP4	ASB11	ATP4A	ATP4B	B4GALNT3	CBLIF	CDH10	CKM	CKMT2	CLEC3A	CYB5R1	DHRS2	DUSP4	EPN3	ESRRG	ETNPPL	FAM162A	FGA	FGB	FRMD1	GLYATL1	GPT2	GREM2	KCNE2	KCNJ16	MFSD4A	MTCO3P12	MYBPC3	ODAM	PAQR5	PDHA1	PNPLA1	PRDM16-DT	RAB11FIP2	SERPINA5	SIGLEC11	SULT2A1	TRIM50
DESCARTES_FETAL_STOMACH_PDE1C_ACSM3_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_PDE1C_ACSM3_POSITIVE_CELLS	ACSM3	ADARB2	AMACR	ATP6V0A4	ATP6V0D2	ATP6V1A	CNBD1	CPSF7	ERBB4	FOXI1	GABRB2	KCNE4	MFSD6L	NOX4	PDE1C	PSEN2	RHOBTB1	SHISA2	STAC2	STUM	TFCP2L1	WNK3
DESCARTES_FETAL_STOMACH_SQUAMOUS_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_SQUAMOUS_EPITHELIAL_CELLS	A2ML1	ADH7	APOBEC3A	AQP3	CALML3	CALML5	CAPN14	CAPNS2	CARD14	CLCA2	COL17A1	CYP11A1	DLK2	DSG1-AS1	DSG3	FAM83C	FAT2	FGFBP1	FOXN1	GALNT14	GBP6	GJB3	GJB6	GPR87	JMJD7	KRT13	KRT15	KRT16	KRT17	KRT4	KRT5	KRT6A	KRT6B	KRT6C	LINC01644	LINC01889	LY6D	LYPD3	NECTIN1	NECTIN4	NMU	PAX9	PCP4L1	PKP1	PLEKHN1	RHOV	S100A2	S100A3	S100A9	SCNN1B	SERPINB10	SERPINB13	SERPINB2	SERPINB5	SFN	SPINK5	SPRR3	TACSTD2	TCN1	TMEM40	TMPRSS11A	TMPRSS11B	TMPRSS11BNL	TNS4	TP63	UPK1A	ZNF750
DESCARTES_FETAL_STOMACH_STROMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_STROMAL_CELLS	ACTA2	ACTG2	ANGPTL1	ANGPTL6	BMP5	C7	CAPN6	CD248	CNN1	COL1A1	COL3A1	COL6A3	CXCL14	DCN	DPT	EBF2	EMILIN1	FBLN1	FENDRR	FOXF1	FOXF2	GLIS1	GLYATL2	HSPB6	INHBA	ITGA11	LINC03007	MDFI	MFAP4	MYH11	NELL1	NRK	OSR2	PCDH18	PDGFRA	PI16	PLAC9	PTCH1	PTGER1	SCARA5	SFRP2	SHISA3	SRPX	TAGLN	TMEM119	TRPA1	TWIST1	TWIST2	VSTM2A	VSTM2A-OT1
DESCARTES_FETAL_STOMACH_VASCULAR_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_STOMACH_VASCULAR_ENDOTHELIAL_CELLS	A2M	APLNR	ARHGEF15	BCL6B	CCM2L	CD34	CLEC14A	CLEC3B	CPNE5	CYYR1	EMCN	ENSG00000248636	EPAS1	ESAM	FLT1	GALNT15	KANK3	KITLG	LINC01362	MADCAM1	MEOX1	NKX2-3	NOTCH4	PCDH12	PLVAP	PRND	SELE	SOX7	TBXA2R	TM4SF18	TMEM233
DESCARTES_FETAL_THYMUS_ANTIGEN_PRESENTING_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_THYMUS_ANTIGEN_PRESENTING_CELLS	ABCC3	ABCC4	ACOXL	ACSL1	ACSM3	ADAM8	ADAP2	ADISSP	ALOX5	ANKRD55	APOBR	ARHGAP22	ARNT2	ASPHD2	BATF3	BCL2L14	BIRC3	C1QA	C1QB	CCL17	CCL19	CCL22	CD14	CD163L1	CD68	CD74	CD80	CD83	CD84	CD86	CEBPG	CHN2	CLEC7A	CLEC9A	CLIC2	CLNK	CMKLR1	CPPED1	CPVL	CSF2RA	CST7	CTSH	CTSS	CXCL10	CXCL9	CYBB	CYRIA	CYTOR	DAPP1	DNASE1L3	EBI3	EDARADD	ENSG00000231873	EPSTI1	F13A1	FBXO27	FCER1G	FCRL5	FGD2	FGL2	FGR	FLT3	FSCN1	FUCA1	GFRA2	GNAO1	GPR132	GPR141	GPR157	GRIK4	HCK	HLA-DMB	HLA-DOB	HLA-DPA1	HLA-DPB1	HLA-DQB2	HLA-DRA	HLA-DRB1	HLA-DRB5	HLA-DRB6	ICOSLG	ID2	IDO1	IDO2	IGHM	IGKC	IGSF6	IL10RA	IL18	IL18R1	IL1RN	IL4I1	IL6R	IRF8	ITGAX	KCNK13	KDM2B	KYNU	LGMN	LINC00996	LRRK2	LY86	LY96	LYZ	MAFB	MARCHF1	MCOLN2	MIR155HG	MMP25	MMP9	MNDA	MPEG1	MPO	MS4A1	MS4A6A	MS4A7	MYO1F	NAAA	NABP1	NFAM1	NFKBIE	NRG4	OTULINL	P2RY10	P2RY13	P2RY14	P2RY6	PAX5	PLAUR	PLB1	PLCB2	PLD4	PLEK	PTAFR	QPCT	RAB31	RASGEF1B	RASSF4	RGS1	RYR1	S100B	SAMSN1	SEMA4A	SIGLEC10	SLAMF7	SLAMF8	SLC15A3	SLC16A3	SLC1A3	SLC24A4	SLC7A7	SLC8A1	SLC9A7	SPI1	SPINT1	SRGN	STRIP2	TASL	TFEB	TFEC	THEMIS2	TLR10	TLR2	TMCC3	TMEM176B	TRAF1	TSPAN13	TSPAN33	TYROBP	UNC93B1	WDFY4	WNT5B	ZNF366
DESCARTES_FETAL_THYMUS_STROMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_THYMUS_STROMAL_CELLS	ADAM12	ADAM33	ADAMTS15	ADAMTS5	ADAMTSL3	ADAMTSL4	ANGPTL2	ANOS1	ARMCX2	ASPN	BGN	C1R	C1S	C3	CCBE1	CCDC8	CCDC80	CCN3	CD248	CDK2AP1	CERCAM	CHPF	CKAP4	CLEC11A	COL12A1	COL14A1	COL1A1	COL1A2	COL3A1	COL5A1	COL5A2	COL5A3	COL6A1	COL6A6	CRABP2	CREB3L1	DCN	DHRS1	DLK1	DNAJC25	EBF2	ELN	EMILIN1	FAM227A	FBLN1	FBLN2	FBN1	FBN2	FCF1	FGF18	FKBP10	FKBP14	FKBP9	FLNC	FMOD	FNDC1	FSTL1	GAS1	GJC1	GPC3	GPX8	GXYLT2	H19	HCG11	HSPB6	HTRA3	IGF2	IGFBP5	IL11RA	ISLR	ITGB8	KARS1	LGALS3BP	LINGO2	LOX	LRP1	LSP1P4	LTBP4	LUM	MAGED2	MEST	METRNL	MFAP4	MFAP5	MFGE8	MGP	MMP14	MMP2	MRC2	MXRA5	NCAM1	NCAM2	NOVA1	NTRK2	OBSL1	OGN	OLFML3	P3H4	P4HA2	PCDH7	PCOLCE	PDGFRA	PDPN	PI15	PI16	PLAC9	PLAT	PMP22	POSTN	PRRX1	PSENEN	PTPMT1	RCN3	S100A6	S1PR3	SCARA5	SEMA3C	SERPINE2	SERPING1	SFRP1	SFRP2	SLC39A13	SPARC	SRPX	SSC5D	SSPN	TCEAL9	TENT5A	THBS2	TIMP1	TMEM39A	TNS2	TSPAN17	TSSC4	VCAN	ZDBF2	ZNF503
DESCARTES_FETAL_THYMUS_THYMIC_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_THYMUS_THYMIC_EPITHELIAL_CELLS	ABCA3	ACHE	ACO1	ACTA2	ADAMTS14	ADAMTS17	ADARB2	ADGRG2	AFAP1L2	ALOX12P2	ANGPT1	ANK3	ANKFN1	ANKRD18A	ANKRD22	ANO9	ARHGAP42	ASTN2	ATP10B	B3GALT5	B3GAT2	B4GALNT3	BCAS4	BCHE	BCL10-AS1	BMP7	BNC2	C11orf16	C12orf56	C1RL-AS1	CACNA1I	CACNB2	CACNB4	CAP2	CCL25	CD274	CDC14B	CDH1	CDH3	CDH4	CDH7	CDS1	CGNL1	CLEC1A	CLEC2L	CLIC6	CLTCL1	CLVS1	CMYA5	CNTN3	COL17A1	COL19A1	COL26A1	COL27A1	COL4A6	CSRNP3	CTSV	CXXC4	CYP26B1	DANT2	DEPTOR	DPH6-DT	DPP6	DSC2	DSG3	EARS2	EGFR	EML6	ENPEP	ENPP3	ENPP6	ENPP7P10	ENSG00000228793	ENSG00000235834	ENSG00000251314	ENSG00000255367	EPB41L4A	EPHA6	ERICH3	ESRP1	ESRRG	EVA1A	EXOC3L4	EYA1	EYA2	EYA4	FAM135B	FAM163A	FAM20A	FAM83B	FAS	FAT2	FGFR2	FMN1	FOXN1	FRAS1	FREM1	FRMD1	FYB2	GABRG3	GGA2	GHR	GLB1L3	GLI2	GPHN	GPLD1	GRIP1	GSTCD-AS1	GSTO2	H2AZ1-DT	HS6ST2	HSPA12A	HSPA4L	HSPB8	IGDCC3	IL1RAPL2	IL31RA	IQSEC3	IRF6	KANK1	KCNH7	KCNIP3	KCNJ5	KCNQ3	KCTD1	KIAA1549	KLF3-AS1	KREMEN2	KRT19	KRT5	L3MBTL4	LARGE2	LINC00173	LINC00511	LINC00963	LINC01250	LINC01482	LINC01500	LINC01503	LINC01644	LINC02955	LMO3	LRRC4C	MAP7D2	MAPK10	MAPK4	MCF2L	MGAT4C	MGMT	MICALL2	MIR205HG	MIR31HG	MIR3936HG	MOB3B	MPZL2	MTCL1	MYO3A	MYO5B	NEURL2	NHS	NKAIN4	NPFFR2	NPHS1	NPIPB2	NPTX1	NRXN3	OSMR-DT	OTUD7A	OXCT1	PAPLN	PASK	PATJ	PAX9	PITRM1	PKNOX2	PKP1	PLEK2	PLEKHH3	PLTP	PLXDC1	PNCK	PNMA8A	PPARGC1A	PPFIA3	PPP1R26-AS1	PRKG1	PRSS16	PTPN13	PTPN3	PTPRF	PTPRT	RARG	RASEF	RBMS3	RHPN2	RMDN2-AS1	RMST	RNF43	ROBO2	RPS23P6	RPS6KA6	SDK1	SEZ6L	SGPP2	SGSM1	SH2D4A	SH3RF3	SLC36A1	SLC44A3-AS1	SLC46A1	SLC46A2	SLC6A1	SLC9A3-AS1	SLCO2A1	SLIT3	SMC5-DT	SNX29	SORBS2	SORCS1	SORCS2	SPOCK1	ST7	SYNDIG1	SYNE1	SYNPO2	TBATA	TENM3	THSD7B	TLE2	TMEM163	TMEM63B	TOX3	TP53AIP1	TP53I3	TP63	TRPM3	TRPM6	UNC5D	UST	WNK2	XKR4	ZNF483	ZNRF3-IT1	ZRANB2-DT
DESCARTES_FETAL_THYMUS_THYMOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_THYMUS_THYMOCYTES	AOX3P	ARHGAP19-SLIT1	BEST3	CD40LG	CD96	CDK6-AS1	FBXO41	GVINP1	HKDC1	KLRC4-KLRK1	LIG4	LIN28B	LINC00539	LINC00954	LINC01222	LINC01749	LINC01934	LTA	LZTFL1	NEIL3	PHGDH	PLK4	PXYLP1	SKA3	THEMIS	TMSB15B	TSHR	UBASH3A	UBIAD1	ZFP1
DESCARTES_FETAL_THYMUS_VASCULAR_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_FETAL_THYMUS_VASCULAR_ENDOTHELIAL_CELLS	A2M	ABLIM3	ADAMTS9	ADCY4	ADGRF5	ADGRL4	ANO2	AOC3	APLNR	ARAP3	ARHGAP29	ASNS	BCAM	CALCRL	CAV1	CAVIN2	CCL21	CD36	CDK9	CFAP161	CHRM3	CLDN5	COL15A1	COL4A1	DIPK2B	DISC1FP1	DLGAP1	DOCK9	ECSCR	EDEM2	EGF	EGFL7	ELK3	EMCN	EPAS1	EPHB4	ERG	FGD4	FGD5	FLT1	GASK1B	GJA4	GLIS3	GNG12-AS1	HIF3A	HMCN1	HOXB3	ID1	IL7	INO80C	ITGA6	KALRN	KANK3	KDR	LDB2	LINC00472	LINC02147	LRMDA	LYVE1	MCAM	MECOM	MEG8	MEOX2	MET	MMRN1	MPDZ	MPP7	MYCT1	MYO1B	MYRIP	NALF1	NALF1-IT1	NECTIN2	NFATC1	NOVA2	NR2F1-AS1	NR2F2-AS1	NR3C2	NRG3	NRN1	NUAK1	PALMD	PCAT19	PCDH17	PDIA5	PGM5	PKHD1L1	PLVAP	PODXL	PPARG	PPFIBP1	PRCP	PRELID2	PREX2	PROX1	PRR5L	PTPN14	PTPRB	RADIL	RASGRP3	RASIP1	RELN	RFTN2	RGS6	RHOJ	RNF152	RNF220	SCARF1	SCHIP1	SEMA3A	SHANK3	SHE	SNTG2	ST6GALNAC3	STAB2	STOM	STXBP6	TACR1	TEFM	TEK	TFPI	TGM2	THSD7A	TIE1	TLL1	TNFRSF11A	UBTD1	VWF	WASF3	WWTR1	ZNF521
DESCARTES_MAIN_FETAL_ACINAR_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ACINAR_CELLS	AKR7A3	AQP8	BTG2	CCDC110	CEL	CELA2A	CELA3A	CELA3B	CELP	CLPS	CPA1	CPA2	CPB1	CTRB1	CTRB2	CTRC	CTRL	CUZD1	DIRAS3	DLK1	DPEP1	ERP27	FBXO2	FREM2-AS1	GP2	GPHA2	HEXD	KIRREL2	KLK1	LINC01624	LMAN2	LOC285804	MATN4	MID1IP1	MPV17L	MSRB1	MT1L	NOMO1	PLA2G1B	PLBD1	PNLIPRP1	POMC	PRSS1	PTF1A	RARRES2	RBPJL	REG1A	REG3G	RNF186	SCG5	SEL1L	SERPINI2	SLC16A12	SPINK1	SSR4	SYCN	TBX6	TMED6	TPRN	ZC3H18
DESCARTES_MAIN_FETAL_ADRENOCORTICAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ADRENOCORTICAL_CELLS	AGRP	ALAS1	ALDH3A2	AQP11	BBS2	CASP9	CIDEB	CLEC4GP1	CYB5B	CYP11A1	CYP11B1	CYP17A1	CYP21A2	DCAF10	DHCR24	DHCR7	FDX1	FDXR	FOXK2	GALC	GASK1B-AS1	GML	GNRHR	GNS	GRAMD1B	GRIN2C	GSTA12P	GSTA4	GSTA9P	HMGCR	HSPD1	HSPE1	INHA	JAKMIP2	KLHDC8B	LDLR	LINC00298	LINC01252	LINC01471	LINC01485	LINC01778	LINC01807	LINC02045	LINC02237	LINC02539	LINC02732	LINC03099	LIPE	MC2R	MOB4	MRAP	MSMO1	NPC1	NR0B1	OGFOD1	OR7A5	OSGIN1	OTOA	PAPSS2	PLB1	POR	PPP2R1A	PTPRVP	RDH12	RHBDD2	RNA5SP450	SCAP	SCARB1	SH3BP5	SH3BP5-AS1	SLC16A9	SLC2A14	SLC46A3	SLC47A1	SNCG	SNORA59B	SPINK13	STAR	SULT2A1	SVIL-AS1	TBC1D8B	TNXA	TNXB	USB1	UTS2	WHRN	ZNF275	ZNF98
DESCARTES_MAIN_FETAL_AFP_ALB_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_AFP_ALB_POSITIVE_CELLS	ACOT13	ADH5	AHSG	ALB	ALDH4A1	ANGPTL3	ANGPTL8	ANKRD7	AQP7	ARL13A	ATF5	AZGP1	BAALC-AS2	BBC3	C8B	CBR1	CBX7	CCDC183	CD302	CERS2	CFHR1	CLEC4G	CRYZ	CYB561D1	CYP8B1	CYSLTR2	DDO	DGCR11	DGCR6L	DQX1	DUSP9	ENSG00000267260	ENSG00000270174	ERICH6B	ETFBKMT	EXTL3-AS1	F12	F7	FABP1	FADS1	FAM72A	FAM9A	FGA	FGB	FGG	FIGNL1	FOXP3	FTL	FTLP3	GLIPR1L1	GSTZ1	H3P6	HMGB1P20	HRG	IGSF1	IL12A	INO80E	JTB-DT	KNG1	LINC00309	LINC00640	LINC01124	LINC01767	LINC02418	LINC02487	LINC02594	LINC02777	LINC02897	LOXL4	LRG1	MAGOH-DT	MAIP1	MARCHF6-DT	MASP2	MBL2	MIR320D1	MMUT	MT1F	MT1G	MT1M	MT1X	NDUFA4P1	NDUFAF2P2	NLRP14	NONOP2	ORMDL3	PDF	PEBP1	PGLYRP2	PNLIP	PRKAR2A-AS1	PTGES3P1	PUDPP1	RBFADN	RBISP4	RDH11	RIDA	RNU7-12P	ROPN1B	RPL7AP50	RPS12P3	RPS15AP6	SCD	SDHAF1	SELENOP	SERPINA1	SERPINA5	SERPINA7	SERPINC1	SLC10A1	SLC23A1	SLC38A3	SMLR1	SNORC	SOWAHB	SPRYD4	SRSF10	SYCE1	TCEAL8	TMED5	TMEM150A	TMEM161A	TMEM177	TMEM187	TMEM97	TSPEAR-AS2	UGT2B4	VTN	WWP1-AS1	ZMYM4-AS1
DESCARTES_MAIN_FETAL_AMACRINE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_AMACRINE_CELLS	ADCY8	ASIC2	BMT2	C1QL2	CPNE6	DRD1	FIBCD1	FRMD5	GABRG1	GRM8	GRPR	LINC00871	MCHR2-AS1	MEIS2	MIR181A1HG	PIN4P1	PRDM13	RCN1	RGS8	RPS29P24	TFAP2A-AS1	TFAP2E	TLK2P1	VPS41	ZNF385C
DESCARTES_MAIN_FETAL_ANTIGEN_PRESENTING_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ANTIGEN_PRESENTING_CELLS	ADAM8	AEN	AFTPH-DT	AICDA	AIRE	AKR1E2	ALYREF	ARAP1-AS1	ARHGAP22	ATG16L1	ATG3	BCAS2P2	BMS1P4	BNIP3P5	BTLA	C10orf88B	C1orf54	C2orf69	CCL17	CCL22	CCR7	CD40	CD70	CD74	CD80	CLEC16A	CLECL1P	CLIP1-AS1	CXCL10	CXCL9	DENND1B	DM1-AS	DTNB-AS1	ELAC2	ENSG00000224888	ENSG00000231873	ENSG00000232628	ENSG00000235979	ENSG00000258039	ENSG00000267039	ENTHD1	EPSTI1	ERICH1	EVI2A	FASTKD5	FCHSD2	FLJ40194	FLT3	FMNL1-DT	FMR1NB	FUT7	GAS5-AS1	GCSAM	GFI1	GNA15-DT	GPR132	H3C3	HLA-DOB	HLA-DPA1	HLA-DPB1	HLA-DQA2	HLA-DQB1	HLA-DQB2	HLA-DRB6	IGFLR1	IKBKE-AS1	IL12B	IL21R	IL4I1	IRF8	KDM2B	LAMP3	LINC00487	LINC01010	LINC01816	LINC01845	LINC02096	LINC02877	LINC03052	MCOLN2	MIR155HG	MMP2-AS1	MMP25	MMP9	MRM3	MS4A15	MS4A6E	MTATP8P1	N4BP2L1	NAAA	NAP1L1P1	NAP1L4P1	NDE1	NME2P1	NME8	NMI	NUB1	NUP62	OASL	P4HA2-AS1	PDCD11	PLA2G2D	PLEKHM3	POGLUT1	POLR3DP1	PPM1J	PRDM15	RAB8B	RASSF2	RFTN1	RGS13	RN7SL172P	RN7SL211P	RN7SL288P	RN7SL45P	RN7SL809P	RNF19B	RNU6-1228P	RNU6-1284P	RNU6-172P	RNU6-523P	RNU7-45P	RPL21P48	RPL23P8	RPL31P11	RPL31P12	RPL32P1	RPL4P6	RPS12P4	RPS26P21	RPS27AP12	RPS4XP16	RSC1A1	SAMD9L	SEMA4A	SLAMF7	SLAMF8	SLC12A3	SLC9A7	SNX20	SORD2P	SWSAP1	TANK	TIAM1-AS1	TIFAB	TMCC3	TNFRSF9	TOR3A	TRAF1	TWF1P2	VAC14	VOPP1	WDFY4	WNT5B	XCR1	YES1P1	ZMIZ2	ZMYND15	ZNF32-AS3	ZNF366
DESCARTES_MAIN_FETAL_ASTROCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ASTROCYTES	ADCYAP1R1	ADGRG1	ATP1A2	BOC	C1QL4	C2CD5-AS1	CACHD1	CCDC140	CKAP2LP1	CYP26A1	CYP26B1	CYP26C1	CYP4F24P	DBX2	DCLK2	EEF1DP3	ELOVL2-AS1	FGFBP3	FZD10	GFAP	GPM6B	HEPACAM	LGR6	LINC00446	LINC02568	LINC02883	MMD2	NCKAP5-IT1	NHSL1-AS1	NRXN1-DT	OTOG	PAX3	PCDH8	PHYHIPL	PTCH1	PTN	RFTN2	RFX4	RGS20	RNGTTP1	RNU6-1331P	RNY1P5	RPS20P22	SLC25A48	SLC6A11	SNCAIP	ST8SIA1	WARS2-IT1	WIPF2	WNT3	ZNF863P
DESCARTES_MAIN_FETAL_BIPOLAR_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_BIPOLAR_CELLS	ACKR1	AGAP1	AIMP1P1	ARSH	ASIC4	B3GLCT	BSPH1	C15orf32	C3orf70	CA10	CABP2	CACNA2D4	CADPS	CDH20	CRYBG3	CTB-1I21.1	CYP2C8	DSCAM	DSCAM-IT1	ELSPBP1	ENSG00000212302	ENSG00000225647	ENSG00000227863	ENSG00000249419	ENSG00000259541	ENSG00000267131	ENSG00000267448	FAM234B	FEZF2	FSTL5	GABRB3	GABRR1	GABRR3	GLRA1	GNL2P1	GRIK1	GRIK1-AS1	GSG1	GUSBP4	HCN2	HSPA8P11	KCTD6	KRT8P15	LACTBL1	LHX4	LINC00469	LINC01291	LINC01750	LINC01896	LINC01933	LINC02224	LINC02821	LINC03098	LINC03107	LRRC1	MACROD2	MACROD2-AS1	MACROD2-IT1	MAP7	MIR3671	MRPS30-DT	NCKAP5	NFIB	NIPAL4-DT	NRG1	NRG1-IT1	NRG1-IT3	NYAP2	PRICKLE2	RN7SL754P	RN7SL83P	RNU6-116P	RPL11P1	RPL14P2	RPL31P46	RSF1-IT2	SERTM1	SMIM36	SV2B	TAFA4	TDRD6	TMEM132E	TMEM196	TMEM215	TRMT9B	TRPC7	TRPC7-AS2	VSX1	VSX2	WASF3-AS1	YPEL3-DT	ZNF223	ZNF385B	ZNF804B	ZPBP
DESCARTES_MAIN_FETAL_BRONCHIOLAR_AND_ALVEOLAR_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_BRONCHIOLAR_AND_ALVEOLAR_EPITHELIAL_CELLS	ACOXL	AGER	ATP11A	ATP11A-AS1	BAMBI	BMP3	C10orf90	CABLES1	CHIA	CLDN6	CPM	CRLF1	DAPK2	ENSG00000266149	ESYT3	ETV5	FAM41C	GOLGA8B	GUSBP5	HAS3	IRX1	IRX2	KCNJ15	LINC01331	LINC01335	LINC01393	LINC02026	LINC02277	LINC03007	LMO7DN	MBIP	NDNF	NKX2-1	NKX2-1-AS1	NPC2	NT5ELP	PRR13P2	PTCSC3	ROS1	SFTA3	SFTPA1	SFTPB	SFTPC	SLC10A2	SMARCA5	SUSD2	TSPAN13	WIF1
DESCARTES_MAIN_FETAL_CARDIOMYOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_CARDIOMYOCYTES	ALPK2	CPT1B	CTNNA3	EIF3KP1	ENSG00000232939	ENSG00000238902	ENSG00000265168	FGF12	FGF12-AS3	FHOD3	FILIP1	HCN4	HRAT17	INCA1	JMJD1C-AS1	KBTBD13	KCNJ4	LINC01186	LINC01954	LINC02248	LINC02502	MARCHF11-AS1	MIXL1	MLIP	MRPL58	MYBPC3	MYBPHL	MYOCD	NAV2-AS2	NTMT2	PPP1R12B	PRSS42P	RBM20	RNA5SP327	RYR2	SLC27A6	SLC8A1	SORBS2	TNNI3K	TRDN-AS1	TRIQK	USP28	VDAC2P5
DESCARTES_MAIN_FETAL_CCL19_CCL21_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_CCL19_CCL21_POSITIVE_CELLS	AARD	ABHD13	ADAMDEC1	ADH1B	ADM2	AGAP2-AS1	AHDC1	ALDH1A3-AS1	ALG1L13P	ALX3	ANKRD29	ARL6IP4	ARPIN-AP3S2	ASH1L-AS1	ATOX1	ATP2A1-AS1	BAD	BARX1	BAZ1A-AS1	BCL3	C11orf68	C17orf80	C1GALT1C1L	C1S	C1orf35	C7	CCDC28B	CCL2	CCNI	CD109-AS1	CDC42P6	CDC7	CIAPIN1	CNOT10-AS1	CNRIP1	COL6A5	COMMD2	CPSF4	CR2	CSF1	CTDP1-DT	CTSF	CTSH	CXCL12	CXCL13	CYP51A1P2	DAZL	DERL1	EFCAB10-AS1	EFEMP2	EFTUD2	EGR1	EIF2AK3-DT	EIF4BP3	EIF5-DT	ENSG00000213303	ENSG00000215014	ENSG00000226706	ENSG00000232346	ENSG00000246308	ENSG00000257279	ENSG00000257550	ENSG00000261327	FAM133DP	FAM3C2P	FBXW5	FDCSP	FGF11	FGF7	FKBP9P1	FLJ40288	FNDC1-AS1	FOS	FUT4	FZD2	GAD3P	GARS1	GDF6	GLI4	GPANK1	GPS2	GRINA	GTF2F1	H2AC20	HAFML	HASPIN	HDAC4-AS1	HECTD3	HLA-J	HMCN2	HNRNPA0	HNRNPUL2	HOXA2	HOXC-AS1	HTD2	ICAM1	IER3	IFI27L2	IFIT2	IGDCC4	IGFN1	IL11RA	INTS5	IRF2-DT	ISOC2	ITPR1-DT	JMJD4	JUNB	JUND	KCND1	KCNE4	KCNK15	KPNA2P2	KRTCAP2	LAP3	LARP6	LENG1	LERFS	LINC00310	LINC00324	LINC00562	LINC00654	LINC00852	LINC01311	LINC01350	LINC01686	LINC01786	LINC01787	LINC02126	LINC02228	LINC02610	LINC02847	LIPT1	LPAR1	LRP3	LRRC37A17P	MAP3K6	MICALL2	MIF	MINCR	MIR3677HG	MLF1-DT	MRGPRF	MSANTD1	MSC	NALF2	NFIL3	NFKB2	NFKBIA	NFKBIE	NFKBIZ	NKD2	NME2	NOP53	NPB	NPIPA1	NPM3	NRIP2	NYNRIN	OTOP2	P2RX2	PABPC3	PABPC5	PARK7	PCDHGA3	PDRG1	PES1	PHF24	PI15	PI4K2A	PJVK	PLSCR3	PNRC1	PPIL3	PRRX1	PSMB1	PSMG3	PTGDS	RAB13	RAI2	RARA-AS1	RASGEF1A	RBBP9	RBP5	RELB	RGS16	RIN1	RIOX2	RNU1-149P	RNU6-1330P	RPL10AP2	RPL10P16	RPL10P3	RPL13AP3	RPL17P36	RPL21P68	RPL23AP65	RPL27P6	RPL31P4	RPL35P2	RPL36P14	RPL3P7	RPL5P12	RPL5P34	RPL7AP47	RPL7P12	RPL7P23	RPLP1P6	RPP25	RPS18P5	RPS27AP5	RPS3AP21	RPS3P3	RPS3P4	RPS8P10	SCARF2	SCGB1B2P	SCYL1	SELENOM	SEPTIN7P6	SERTAD1	SET	SF3A2	SF3A3	SF3B2	SHISA3	SLC22A3	SMARCAD1-DT	SMU1	SNHG11	SNORD116-30	SNX33	SOCS3	SPIC	SPIN2A	SPNS2	SPOUT1	STX10	TCF3	TECRP1	TENT5D	TEX12	THAP5P1	TLCD1	TMEM147-AS1	TMEM18	TMEM262	TMPRSS12	TNFAIP3	TNFSF11	TNFSF9	TP53BP2	TPBGL	TRIM47	TRMT6	TYMP	TYRO3	UBAC2-AS1	UBD	UBQLN2	UBR7	VCAM1	VEGFA	VPS16	WAC-AS1	WDR97	WWTR1-AS1	YY2	ZBED6	ZFP36L2	ZFP64	ZGPAT	ZNF140	ZNF17	ZNF335	ZNF500	ZNF665	ZNF853
DESCARTES_MAIN_FETAL_CHROMAFFIN_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_CHROMAFFIN_CELLS	ARSF	ASIC5	CFAP20DC-AS1	CNTFR	ENSG00000251216	GALNT16	GIP	HMX1	IL7	INSL5	INSM2	LINC01201	LINC01732	LINC02074	MAB21L1	MAB21L2	MLN	NPY	NTRK1	PHOX2A	PKIA-AS1	PTCHD1	REG4	RN7SL516P	SLC22A10
DESCARTES_MAIN_FETAL_CILIATED_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_CILIATED_EPITHELIAL_CELLS	ABCA13	ABITRAM	ACBD3-AS1	ADGB	ADPRS	AGR3	AHI1-DT	AHSA1	AK7	AK8	AK9	AKAP14	AKAP9	ALDH3B1	ANKEF1	ANKMY1	ANKRD42	ANKRD44-AS1	ANKRD45	ANKRD54	ANKRD66	ANKUB1	APOBEC4	ARHGAP39	ARHGEF38	ARMC2	ARMC3	ARMH1	ARMH2	ASB14	B9D1	B9D2	BBOF1	BBS12	BBS4	BBS5	BCYRN1	BRD3OS	BTG4	C10orf67	C10orf95	C11orf97	C16orf46	C19orf44	C1QTNF8	C1orf141	C1orf87	C20orf96	C21orf58	C22orf15	C2orf50	C2orf73	C5orf15	C5orf46	C6orf118	C6orf52	C7orf57	C9orf43	CABCOCO1	CAPS	CAPS2	CAPS2-AS1	CAPSL	CASC2	CATIP	CATSPERD	CBY1	CC2D2A	CCDC103	CCDC113	CCDC13	CCDC138	CCDC146	CCDC153	CCDC157	CCDC160	CCDC17	CCDC170	CCDC178	CCDC180	CCDC181	CCDC190	CCDC191	CCDC24	CCDC30	CCDC33	CCDC39-AS1	CCDC40	CCDC65	CCDC74A	CCDC74B	CCDC78	CCDC81	CCDC89	CCDC96	CCNA1	CCNO	CCNO-DT	CCP110	CD164L2	CDC20B	CDH13-AS2	CDHR18P	CDHR3	CDHR4	CDNF	CDS1	CENPBD2P	CENPS	CEP126	CEP170P1	CEP290	CEP83	CES1	CETN2	CFAP100	CFAP107	CFAP119	CFAP126	CFAP141	CFAP144	CFAP157	CFAP20	CFAP206	CFAP20DC	CFAP210	CFAP221	CFAP251	CFAP276	CFAP298	CFAP299	CFAP300	CFAP36	CFAP418-AS1	CFAP43	CFAP44	CFAP44-AS1	CFAP45	CFAP46	CFAP47	CFAP52	CFAP53	CFAP54	CFAP58	CFAP61	CFAP65	CFAP69	CFAP70	CFAP73	CFAP74	CFAP77	CFAP90	CFAP91	CFAP92	CFAP95	CFAP96	CFAP99	CHRNA9	CHST9	CIB1	CIBAR2	CIMAP1B	CIMAP3	CIMIP1	CIMIP2A	CIMIP2C	CLBA1	CLDN16	CLHC1	CLUAP1	CLXN	CNGA4	CNTN4-AS1	COPRS	COQ4	COQ7-DT	CRACDL	CRAT37	CRISP2	CROCC	CROCC2	CSPP1	CSRP3-AS1	CTXN1	CYB5D1	DALRD3	DAW1	DCDC1	DCDC2B	DENND6B	DERL3	DEUP1	DHX40	DLEC1	DLG5-AS1	DMKN	DNAAF1	DNAAF10	DNAAF11	DNAAF2	DNAAF3	DNAAF4	DNAAF6	DNAAF8	DNAH1	DNAH10	DNAH11	DNAH12	DNAH2	DNAH3	DNAH5	DNAH6	DNAH7	DNAH9	DNAI1	DNAI2	DNAI3	DNAI4	DNAI7	DNAJA4	DNAJB13	DNAL1	DNAL4	DNALI1	DOC2A	DPAGT1	DPCD	DPY30	DRC1	DRC3	DRC7	DTHD1	DUSP18	DUSP19	DYDC1	DYDC2	DYNC2H1	DYNC2I1	DYNC2I2	DYNLL1	DYNLRB2	DYNLT1	DYNLT2B	DYNLT4	DYNLT5	DZANK1	DZIP1L	DZIP3	E2F3P2	ECT2L	EEF1B2P4	EEF1B2P5	EFCAB10	EFCAB12	EFCAB2	EFCAB6	EFHB	EFHC1	ELL3	ENKUR	ENO4	ENSG00000181123	ENSG00000226484	ENSG00000226690	ENSG00000236495	ENSG00000238185	EP300-AS1	EPPIN	ERGIC3	ERICH2-DT	ERICH3	ERICH3-AS1	ERICH6-AS1	FABP6	FABP6-AS1	FAM151B-DT	FAM174A	FAM181A-AS1	FAM216B	FAM227A	FAM229B	FAM47E	FAM81B	FAM86FP	FANK1	FBXL13	FBXO15	FBXO36	FBXW9	FHAD1	FNDC11	FOXJ1	FRMPD2	FSIP1	FUZ	GALNS	GEMIN8	GET1	GIHCG	GJB7	GLB1L	GOLGA2P5	GOLPH3-DT	GON7	GPR162	GRIN3B	HAGHL	HCG14	HHLA2	HIPK1	HIPK3	HMGB1P16	HMGN3	HNRNPF	HOATZ	HSP90AA1	HSPBP1	HSPH1	HYDIN	IFT122	IFT140	IFT172	IFT22	IFT43	IFT52	IFT56	IFT57	IFT70A	IFT70B	IFT74	IFT81	IFT88	IK	INTS10	IQANK1	IQCA1	IQCD	IQCE	IQCG	IQCH	IQUB	ITGB8-AS1	JHY	KATNIP	KCNE1	KCNH3	KCNRG	KIAA0753	KIAA0825	KIAA2012	KIF19	KIF23-AS1	KIF27	KIF9	KLF2-DT	KLHDC9	KNCN	KNDC1	KRT42P	LCA5	LCA5L	LDLRAD1	LEKR1	LIAT1	LINC00475	LINC00589	LINC01392	LINC01435	LINC01571	LINC01671	LINC01707	LINC01708	LINC01722	LINC01765	LINC01908	LINC01927	LINC01970	LINC02031	LINC02057	LINC02166	LINC02231	LINC02265	LINC02300	LINC02345	LINC02605	LINC02696	LINC02958	LINC03053	LINC03086	LKAAEAR1	LMLN	LMNTD1	LMNTD2	LNC-LBCS	LNCTAM34A	LPO	LRGUK	LRP2BP	LRRC10B	LRRC18	LRRC23	LRRC27	LRRC34	LRRC37A5P	LRRC43	LRRC46	LRRC51	LRRC56	LRRC71	LRRC73	LRRC74B	LRRC9	LRRIQ1	LRWD1	MAP3K19	MAP9	MAPK15	MAPRE3	MARCHF10	MCAT	MDH1B	MEIG1	METTL27	MGAT4D	MINDY4	MIPEP	MIPEPP3	MIR7515HG	MKS1	MNS1	MOK	MORN1	MORN2	MORN3	MORN5	MROH9	MRPS31	MS4A8	MTRR	MYCBP	NAT1	NAT14	NEK10	NEK11	NEK2-DT	NEK4	NEK5	NHLRC4	NME5	NME9	NPHP1	NRAD1	NRAV	NRG4	NSUN7	NUDC	NUDT7	NWD1	ODAD1	ODAD2	ODAD3	ODAD4	ODF2L	OGFR-AS1	OMG	OR7E36P	OR7E47P	OSBPL6	OSCP1	P2RX6P	P4HTM	PACRG	PACRG-AS3	PACRGL	PAPOLA-DT	PCM1	PCSK4	PIERCE1	PIERCE2	PITPNM1	PLEKHG7	POLR2I	PPIL6	PPP1R36	PPP1R42	PPP4R4	PRDX5	PRH2	PRR18	PRR29	PRSS12	PRSS54	PSENEN	PTGES3	PZP	RAB36	RABL2A	RABL2B	RAD17P1	RB1-DT	RB1CC1	RFX2	RFX3	RGS22	RIBC1	RIBC2	RIIAD1	RN7SKP96	RNA5SP473	RNF157-AS1	RNF32	RNF6	RNU4-46P	ROPN1L	RPGR	RPGRIP1L	RPL21P54	RPL32P3	RPP38-DT	RPS8P5	RSPH1	RSPH10B	RSPH10B2	RSPH14	RSPH3	RSPH4A	RSPH9	RUVBL2	RWDD3-DT	SAMD15	SANBR	SAPCD1-AS1	SAXO2	SAXO4	SCGB3A2	SERTAD4-AS1	SGMS2	SLC44A4	SLC9C2	SLFN13	SMC2-DT	SMIM34	SMIM6	SMPD2	SNRPF-DT	SNTN	SOX30	SPA17	SPACA9	SPAG1	SPAG16	SPAG17	SPAG6	SPAG8	SPATA17	SPATA18	SPATA33	SPATA4	SPATA6L	SPATS1	SPEF1	SPEF2	SPMIP6	SRGAP3-AS2	SRI	STAM2	STK33	STMND1	STOML3	STOX1	STPG1	SYNPR-AS1	SYS1	TARS1-DT	TBC1D8	TCP11	TCTE1	TCTN1	TCTN2	TEKT1	TEKT2	TEKT3	TEKT4	TEX26	TEX56P	TEX9	TGM3	THBS3-AS1	TM4SF19-DYNLT2B	TMC5	TMEM107	TMEM190	TMEM212	TMEM218	TMEM231	TMEM231P1	TMEM232	TMEM254	TMEM270	TMEM67	TMEM68	TNFAIP8L1	TNPO1-DT	TOGARAM1	TOGARAM2	TP73	TPPP3	TPRG1L	TRAF3IP1	TREM1	TROAP-AS1	TSGA10	TSPAN1	TSPAN19	TTC12	TTC16	TTC21A	TTC21B	TTC23L	TTC29	TTC34	TTC41P	TTLL10	TTLL13	TTLL6	TTLL9	TUBA4B	TUBB4B	UBXN10	UBXN11	UFC1	UGT2B17	ULK4	UMODL1-AS1	UNC119B	URAHP	USP2-AS1	UVRAG-DT	VCF2	VNN3P	VRK3	VSIG8	VWA3A	VWA3B	WDR19	WDR35	WDR38	WDR41	WDR49	WDR54	WDR86-AS1	WDR93	WFDC6	WRAP53	XPNPEP3	ZBBX	ZDHHC1	ZDHHC11	ZMYND10-AS1	ZMYND12	ZNF132	ZNF19	ZNF20	ZNF204P	ZNF214	ZNF295-AS1	ZNF391	ZNF396	ZNF473CR	ZNF474	ZNF475	ZNF487	ZNF584	ZNF594-DT	ZNF599	ZNF688	ZNHIT2	ZSCAN18
DESCARTES_MAIN_FETAL_CLC_IL5RA_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_CLC_IL5RA_POSITIVE_CELLS	ACBD5	ACBD6	ACTR1B	ADAD1	ADO	ADPRM	AFG3L2	AGAP10P	ALDH1L1-AS2	ALG3	ANAPC13	ARFIP2	ATOX1-AS1	ATP5F1EP2	BCKDHA	BCS1L	BECN1	BIRC5	BRF2	C1orf174	C3orf18	C9	CAMSAP1-DT	CAMTA2	CC2D1B	CCDC115	CCDC63	CCDC86-AS1	CCNB3	CDK15	CENPW	CEP131	CLC	CLEC4OP	CNEP1R1	COA6	COMMD8	COQ3	COX17P1	CRELD1	CRIPT	CT55	CTDSPL2-DT	CTXN3	CYP2U1-AS1	DAND5	DBIL5P	DBP	DCUN1D5	DDX11-AS1	DHX16	DRAP1	EEF1GP7	EIF1B	EIF2AK4	ENSG00000180211	ENSG00000215450	ENSG00000225457	ENSG00000267058	ENSG00000268650	ENTR1	EPX	ESS2	FAM209A	FBXL8	FBXO45	FBXO8	FLJ46284	FLNB-AS1	FRAT2	GALNT16-AS1	GAR1	GCSH	GEMIN4	GNG10	GPATCH3	GPT	GTF2A2	GTF2IRD1P1	GTF3A	HDC	HEATR5A-DT	HENMT1	HK2-DT	HMGB1P41	HMGN2	HSD17B13	IL5RA	IMP3	INE1	ING3	IRGM	IRX4-AS1	KDM7A-DT	LAMTOR5	LAMTOR5-AS1	LARS2-AS1	LIG4	LINC00680	LINC00847	LINC01224	LINC01476	LINC01629	LINC01681	LINC01844	LINC01948	LINC02256	LINC02324	LINC02482	LINC02549	LINC02552	LINC02701	LINC02869	LINC02925	LMX1B-DT	LRRC52-AS1	LYRM7	MADCAM1-AS1	MAN1A2P1	MAP10	MCUR1	MEP1B	MICB	MINAR2	MIR497HG	MKRN2	MLIP-AS1	MMACHC	MRPL3	MRPL40	MRPS16	MRPS31P5	MS4A3	MSL3P1	MTFR1L	MYOCD-AS1	NAALADL1	NDUFB5	NDUFC1	NDUFS2	NICN1	NLRP12	NOP16	NSL1	NXF1	OSM	PANK4	PAQR4	PARP2	PBK	PCDHB6	PCGF1	PDE6G	PDK2	PEAK3	PGAM5	PITRM1-AS1	PIWIL2-DT	PLD6	PLEKHA3	POLR1E	POLR3K	POLRMT	PPM1M	PPP1CC	PPP1R13B-DT	PRELID1	PSMD6-AS1	PSPN	PTGDR2	PTGS2	R3HCC1	RBM15	RHOXF1-AS1	RLIM	RN7SL308P	RN7SL823P	RNF26	RNU2-22P	RPL35P5	RPL39P5	RPLP0P9	RPS23P8	RPS3AP49	SAC3D1	SCAT2	SDHAF3	SDHAP2	SF3B4	SF3B6	SHARPIN	SLC52A2	SLC5A5	SLC6A3	SMIM8	SNHG10	SNRNP25	SNRPA1	SPAAR	ST3GAL1-DT	STEAP1B-AS1	STRN4	SYS1-DBNDD2	TBX5-AS1	TFAMP1	THAP7-AS1	THAP9	THYN1	TIGD5	TIMM50	TMC3-AS1	TMED7	TMEM250	TMEM26-AS1	TMEM30A-DT	TMSB15B	TNMD	TOMM40L	TOPORS	TPCN2	TRABD-AS1	TRAPPC2B	TRIM21	TRO	TRPM2-AS	TTC36-AS1	TTC4	UBOX5-AS1	UCK1	USP39	VBP1	VSIG10L	WDR55	WDR75	ZBTB20-AS1	ZBTB34	ZC3HC1	ZCCHC4	ZDHHC24	ZFP41	ZNF132-DT	ZNF18	ZNF22	ZNF302	ZNF304	ZNF32	ZNF415	ZNF517	ZNF605	ZNF615	ZNF687	ZSCAN16	ZSCAN2
DESCARTES_MAIN_FETAL_CORNEAL_AND_CONJUNCTIVAL_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_CORNEAL_AND_CONJUNCTIVAL_EPITHELIAL_CELLS	A4GALT	ABHD11	ADCK2	AGGF1	AGTRAP	ALG1L1P	ALOX5	ANKRD35	APOBEC3A	APOBEC3F	AQP5-AS1	ARHGAP23P1	ASPG	ATP13A1	ATP6V0C	ATP6V1G1	B3GALT4	B4GALT5	BACH1-IT3	BAG1	BATF	BBOX1	BCL2L2	BMI1	BNIP1	C14orf28	C19orf73	C1orf116	CALML5	CAPN5	CAPNS2	CASP7	CCDC28A	CCL28	CD2BP2	CDKN2A	CDKN2B	CEACAM6	CEACAM7	CFAP418	CHI3L1	CHMP2A	CLDN4	CLDN8	CMPK1	CNFN	COIL	COMMD4	COPG1	CRB3	CTU2	CX3CL1	CXCL1	CXCL17	CXCL8	CYP2F1	CYP2R1	DAZAP2	DCTN6	DELEC1	DHRS9	DHX38	DMAP1	DMRTA2	DNAH17	DNAJC19	DSC3	DSG1	DTX3L	DTX4	DUSP5	DYM-AS1	EDRF1-DT	EFCAB15P	ELMOD2	EMC4	ENO1P1	ENSG00000124835	ENSG00000236064	ENSG00000253196	ESF1	EXO5	EXOC8	FAM171B	FAM186A	FAM3D	FAM83A	FAM83H	FAM86C1P	FBXL6	FHL1P1	FIBP	FOXD2-AS1	FUT2	GABRP	GALNT5	GARIN5A	GBP3	GGCTP1	GGT6	GJB2	GPC1-AS1	GPR108	GPR87	GTF2H5	GXYLT1	H2AJ	HCAR2	HDAC11	HMGN2P5	HS3ST6	HSD17B1-AS1	IER3IP1	IGIP	INSIG1-DT	IRF5	ITFG2-AS1	JDP2	JMJD7	KDF1	KLF4	KRT12	KRT39	KRT4	LCN2	LINC00342	LINC01269	LINC01770	LINC01931	LINC02194	LINC02361	LINC03073	LIPT2	LRP10	LTV1	LYPD2	LYRM4-AS1	LYSET	LYSMD1	MALL	MED24	MESP1	METTL13	METTL17	MHENCR	MIER2	MIS12	MMEL1	MMP7	MNT	MPZL2	MRM2	MRPL13	MTRF1L	MUC16	MUC22	MUC4	MYCL	NACA3P	NANP	NDUFB2-AS1	NDUFS5P1	NFKBIB	NHP2	NIF3L1	NKAPL	NKX3-1	NOL6	NOXO1	NR2F6	NR4A1	NR4A2	NSUN2	NUP85	NXT1	OAZ3	OTX1	PBX2	PEX11B	PHKG2	PHOSPHO2	PIGR	PLA2G4F	PLAAT4	PLEKHS1	PLPP6	POLR2J3	POLR2J4	PP2D1	PPP1R14D	PRRT3	PRSS22	PSMD14-DT	PSME2	PUSL1	QARS1	RAB1B	RAB25	RARRES1	RFT1	RHOV	RN7SL118P	RNASEL	RNPEPL1	RNU4-1	RNU4-80P	RNU5A-1	RPL12P4	RPL13AP2	RPL13AP20	RPL37P6	RPS29P11	RPS6KB2-AS1	S100A8	S100A9	SAA1	SDR16C5	SEH1L	SEMA3E	SERPINB1	SHLD2P1	SKP1	SLC12A2	SLC15A2	SLC16A13	SLC24A3-AS1	SLC34A2	SLC35C1	SLC52A3	SLPI	SMIM5	SNORA81	SPATA2	SPCS1	SPINT1	SPINT2	SPRR1B	SPRTN	SRD5A3	SRP68	STAT2	STEAP4	SUPT7L	SYNGR2	TACSTD2	TCHP	TEPSIN	TET2-AS1	TIGD1	TIMM29	TLR5	TM9SF2	TMEM11	TMEM125	TMEM127	TMEM139-AS1	TMEM191A	TMEM216	TMEM258	TNFSF15	TPPP	TRAM1L1	TRIM22	TSC22D3	TSPAN6	TWF1	U2AF1L4	UMODL1	UPK1B	USP21	VNN2	VPS37C	VTCN1	ZDHHC12	ZDHHC13	ZFP42	ZG16B	ZIK1	ZNF182	ZNF252P	ZNF454	ZNF526	ZNF576	ZNF629	ZNF674	ZNF681	ZNF689	ZNF766	ZNF793-AS1	ZNF879	ZSCAN25
DESCARTES_MAIN_FETAL_CSH1_CSH2_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_CSH1_CSH2_POSITIVE_CELLS	ADNP-AS1	AGAP11	AIFM2	AKAP17A	AKIP1	ALG10	ALG2	ALKBH1	ANKRD26P1	ARHGEF3-AS1	C10orf55	C3orf84	CA5AP1	CADM2-AS2	CARD6	CCDC192	CCNDBP1	CDC25A	CEMP1	CGB3	CHST4	CLCN2	CLDN10-AS1	CNKSR1	COPS8-DT	COQ7	CPEB1-AS1	CPZ	CTDP1	CYB5R2	DDX10P1	DNAJC17	DNAJC8	DOLK	DPEP2NB	DPH7	EIPR1	ELP1	ENSG00000226180	ENSG00000247131	ENSG00000250954	ENSG00000251218	ENSG00000254718	ENSG00000257283	EOLA2-DT	EPIC1	FAM200A	FAR2P4	FBXO33	GALE	GARIN1A	GBA1LP	GLUD2	GTF2H2	GTF2H2C	GTF2IP20	GZF1	HMGB1P1	HYAL6P	IMPA1P1	KBTBD8	KCMF1	LINC00339	LINC00578	LINC00663	LINC00689	LINC00964	LINC01535	LINC01581	LINC01610	LINC01783	LINC01920	LINC02540	LINC02551	LINC02616	LLPH-DT	METTL25B	MFSD12-AS1	MIR5689HG	MKRN2OS	MRPL48	MRPS31P2	NDOR1	NFE4	NLRP10	NPIPB3	NPIPB5	NPRL2	NSUN3	ODAPH	PCDHGB7	PDCD6	PDE6A	PLCE1-AS1	POTEF	POU6F2-AS2	PPP1R3F	PREB	PSG7	PYY2	RAD17P2	RGPD2	RN7SL246P	RN7SL741P	RNFT1	RNU1-134P	RNU2-63P	RNU6-1039P	RNU6-118P	RNU6-188P	RNU6-272P	RNU6-810P	RPL12P20	RPL12P21	RPL13AP5	RPL21P5	RPL21P57	RPL5P4	RPL7P24	RPS13P2	RSF1-IT1	RSPH6A	SARS2	SIAH1	SLC22A6	SLC25A32	SLC39A9	SLC47A2	SNIP1	SNRPG	SPIN3	TBC1D3P1-DHX40P1	TCAF2P1	TJAP1	TM4SF19	TMEM175	TNIP2	TNKS2-DT	TOM1	TOMM20L-DT	TOR2A	TRAPPC14	TRAPPC3	TRIM62	TRPC5OS	TTC39C-AS1	TUSC1	UPF3AP3	VPS72	WAPL	XAGE3	XGY1	XKRX	ZBTB14	ZNF268	ZNF280C	ZNF317	ZNF354A	ZNF432	ZNF433	ZNF48	ZNF725P	ZSCAN10
DESCARTES_MAIN_FETAL_DUCTAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_DUCTAL_CELLS	ACBD4	ADAMTS16	ADORA1	ANXA4	ANXA9	ART3	ATP1A1	CALB1	CALHM3	CBX3P2	CCN2	CFTR	CHDH	CITED4	CLDN10	CLDN9	CYS1	FAM245A	FBXO21	FGFR3	FXYD2	FXYD6-AS1	GMCL1	GMNN	GPR3	GREP1	GS1-24F4.2	GSTK1	GSTM3	H3-3B	HES4	HEY1	HHEX	HSD3B7	ID4	IFFO2	ISYNA1	KIF12	KLHDC7A	LCIIAR	LEFTY1	LINC01152	LINC01220	LINC01829	LRRC75B	LZTS3	MNX1	MNX1-AS2	MPND	NEURL1	NEURL1-AS1	NRTN	OGDHL	OR5G5P	PDE3A-AS1	PPP1R1B	PRKAR1B-AS2	PUF60	RABGEF1P1	RASSF7	RNU6-287P	ROCR	SALL4	SCTR	SFRP5	SLC4A4	SUCLG1	TMEM141	TMEM72	ZBED3
DESCARTES_MAIN_FETAL_ELF3_AGBL2_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ELF3_AGBL2_POSITIVE_CELLS	AATBC	ACAD8	ACTR8	AGPAT1	AKAP5	AKTIP	ALKBH6	AMER1	ANKRD2	ANKRD20A18P	ANO7	ARHGAP5-AS1	ARHGEF39	ASB10	ASIC4-AS1	ATP5MF-PTCD1	ATP5MJ	B3GALNT1	BANF1	BBS10	BCKDK	BNIP3	BRK1	C15orf61	C4orf51	CACNA1C-IT3	CCT8	CCZ1	CDC40	CDCA4	CDK16	CDK18	CNN1	COA7	COL11A2	COPS5	COX5A	COX6A2	CPHL1P	CRAT	CRTC2	CSNK2A2	DCAF8L2	DCXR	DDA1	DENND6A-AS1	DMTF1-AS1	DOK7	DUSP28	ECHDC3	EIF2S3B	EIF5AL1	ENSG00000231119	ENSG00000261335	ENSG00000272970	ERCC4	FAM180A	FAM86EP	FGF14-AS2	FIZ1	FTH1P16	FUNDC2	GAS6-DT	GDE1	GFOD3P	GJB4	GOLIM4	GSPT1	GTF2IP5	H3C12	HDHD5	HIPK1-AS1	HMGB1P39	HNRNPH3	HYLS1	IDH3A	IER5L-AS1	IL20RA	ILRUN-AS1	ISCA2	JDP2-AS1	KCNJ2-AS1	KLC1-AS1	LCDR	LCMT2	LINC00400	LINC00853	LINC00881	LINC01191	LINC01405	LINC01560	LINC01801	LINC01936	LINC02208	LINC02299	LINC02455	LINC02660	LINC02713	LINC02832	LOXL2-AS1	LRRK2-DT	LSM1	LYSMD4	MCRS1	METTL23	MISFA	MOCS3	MPC1	MPV17L2	MRAS	MRPL10	MRPL15	MRPL37	MRPS11	MTCH1	MTHFSD	MZT1	NARF-AS2	NCBP2AS2	NFILZ	NPY6R	NUDT10	NUDT22	NUDT8	NUP37	OPLAH	PAPLN-AS1	PFDN1	PFKP-DT	PGAM2	PHPT1	POMGNT1	PPP1R26	PPP1R3B	PRMT5-AS1	PRSS46P	PSMB2	PSMG1	PTP4A3	PTTG1	PYGB	RBIS	RBM14	RBM18	RMND5A	RNF113A	RNU6-1251P	RNU6-125P	RNU6-228P	RNU6-94P	RPL10P9	RPL26P19	RPL37P23	RPL39L	RPS15AP11	RPS15AP38	RRAD	RRP8	RXYLT1-AS1	SAAL1	SCAMP1-AS1	SCN1B	SDR9C7	SH3GL1P1	SLC2A4	SLC35A4	SMCO1	SMIM27	SMIM30	SNF8	SNHG18	SORBS2-AS1	SRP9	SRRM5	ST13P15	STAG2-AS1	STUB1	SYNM-AS1	TAF6	TAF9B	TBC1D8-AS1	THAP2	TIMM10	TINF2	TIPARP-AS1	TMEM126B	TMEM230	TMEM242	TMEM50B	TOMM22	TP53INP2	TPT1P4	TRIM41	TRIM68	TRIM69	TRMT10C	TUBG1	ULK3	UQCRFS1	VMA21	YBX2	ZFP57	ZNF134	ZNF28	ZNF319	ZNF32-AS1	ZNF419	ZNF436-AS1	ZNF451-AS1	ZNF524	ZNF580	ZNF639	ZNF654	ZNF691	ZNF770	ZNF792
DESCARTES_MAIN_FETAL_ENDOCARDIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ENDOCARDIAL_CELLS	ACKR3	ACKR4	AGPS	APCDD1L	ARMCX2	AVPR2	BAALC-AS1	BMX	CALCRL	CALHM5	CALR	CCL26	CD99	CDH11	CGNL1	CLEC3B	CLIC2	CPD	CPXM2	CTHRC1	DKK2	ECE1	ECSCR	ELK4	EMCN	ENG	F2RL2	F8	FBLN2	FMOD	FOXC1	FUT11	FZD4	FZD6	GINM1	GJA4	HAPLN1	HEG1	HMCN1	HRCT1	HS3ST1	HYAL2	IL33	INPP1	ITGA10	LEPR	LRIG3	LTC4S	MANSC1	MCHR1	MMRN2	NAB1	NBL1	NORAD	NPDC1	NPPC	NPR1	NT5E	NUCB1	POSTN	PRCP	PROCR	PTHLH	PWWP3B	RAMP2	RHOA	SLC35A1	SLC6A4	SMAD6	SMAD7	SMCO3	SPARCL1	THBD	THBS3	TLNRD1	TMEM100	TNFAIP1	TNFSF12	TPT1P15	ZBTB8A
DESCARTES_MAIN_FETAL_ENS_GLIA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ENS_GLIA	AP1S2	ARTN	COL20A1	DLX1	DNAJC1	ENPP7P2	GAS7	GFRA1	LINC01474	METRN	MVB12B	OR4N2	OSGEPL1-AS1	PAQR6	PDCD4-AS1	RABEPK	WDR86
DESCARTES_MAIN_FETAL_ENS_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ENS_NEURONS	CELF3	CNGB1	DLG2-AS2	DPYSL3	DTD1-AS1	EML5	ENSG00000226454	ETV1	FGF13	GARNL3	GPC6-AS2	GPR176	GRK3	HEATR5A	HMGN1P14	HMX2	HOXB4	HOXB5	HTR3B	HTR4	IQCJ	JAKMIP1-DT	LINC02641	LIX1	LTK	MYH15	NAMA	NOS1	NRG2	NRSN1	OPRD1	PCDHA13	PHOX2B-AS1	PPEF1	RGSL1	RPL10P13	SMIM28	TLX2	TNPO1	TNS3	VIP	ZNF843
DESCARTES_MAIN_FETAL_EPICARDIAL_FAT_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_EPICARDIAL_FAT_CELLS	ANXA3	AQP9	ARL14EP-DT	BCHE	BST1	CA9	CALB2	CBLL1-AS1	CBLN2	CCDC80	CCNYL1	CPA4	ENSG00000212458	ENSG00000268686	EPGN	FAM133CP	FAM21FP	GUCA1A	IL18	INMT	ITLN1	KCNT2	KCTD4	KLK5	KLK7	LINC00607	LINC00922	LRRN4	MEDAG	MKRN9P	MSLN	NECAB1	NPNT	OLFML1	PHYHIP	PLA2G2A	PRG4	RAB6D	RAET1E	RAET1G	RN7SL689P	S100A10	SMOC2	SPATA41	SPMIP7	SPRR2B	TBX18	TGM1	TNFRSF8	TRPA1	UNC5B-AS1	ZNF676
DESCARTES_MAIN_FETAL_ERYTHROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ERYTHROBLASTS	ABCA7	ABCB10	ABCB5	ABCB6	ABCC13	ACSBG1	ACSL6	AHSP	AKAP8L	ALAD	ALAS2	AMMECR1	ANK1	ANKLE1	ANKRD18B	ANKRD9	ANP32B	AP2A1	ARRDC2	ART4	ATAD5	ATG14	ATG4A	AURKA	BGLT3	BLVRB	BNIP3L	BSG	BTNL10P	C17orf99	C2CD3	C9orf40	C9orf85P2	CA1	CAMKMT	CAT	CBLL1	CCNF	CD46P1	CD58	CDC20	CDC27	CENPE	CENPI	CENPL	CHTF18	CISD2	CMPK2	CPOX	CR1L	CROCCP2	DBF4	DCAF11	DCAF12	DCUN1D1	DDI2	DENND4A	DHRS13	DLGAP5	DMTN	DNAJC6	DYRK3	E2F2	E2F4	EIF2AK1	EIF5AP2	ENSG00000189316	ENSG00000260592	EP300	EPB42	EPOR	ERMAP	ESPL1	EXO1	EZH1	FAM117A	FAM178B	FAM83D	FAXDC2	FBXO7	FBXO9	FCHO2	FECH	GAPVD1	GCLC	GLRX5	GMPR	GYPA	GYPB	GYPC	GYPE	H1-5	H2AC17	H4C3	HAUS2	HBA1	HBA2	HBB	HBBP1	HBE1	HBG1	HBG2	HBM	HBQ1	HBZ	HBZP1	HECTD4	HEMGN	HJURP	HK1	HMBS	HMGN1P8	HMMR	HTRA2	IBA57	IFIT1B	KCTD9P1	KEL	KIAA1586	KIF18B	KIF22	KIF23	KIF4A	KLF1	KMT5A	LARP1	LINC01399	LINC02444	LINC02506	LINC02772	LPCAT3	MACO1	MAP2K3	MARCHF3	MARCHF8	MARK3	MBOAT2	MIGA2	MINPP1	MOB1B	MORC3	MOSPD1	MRPS9	NAPEPLD	NARF	NCAPG	NCEH1	NPRL3	NRIR	NUSAP1	ORC1	PARPBP	PHOSPHO1	PIGC	PIGQ	PKLR	POLH-AS1	PPME1	PRC1	PRDX2	PRR5	QSOX2	RAPGEF2	RBM38	RCCD1	RCL1	RECQL4	RFESD	RGS6	RHAG	RHCE	RHD	RMDN3	RN7SKP124	RN7SL724P	RNF123	RNF224	RNU6-370P	RRM2	RSAD2	RSRC1	SCYL2P1	SEC14L4	SEC22C	SEC62	SELENBP1	SLC11A2	SLC14A1	SLC22A16	SLC25A21	SLC25A37	SLC25A39	SLC43A3	SLC4A1	SLC5A4-AS1	SLC6A9	SMILR	SNCA	SNORD13E	SNX22	SPAG5	SPECC1	SPMAP2L	SPTA1	SPTB	ST3GAL2	STAM	STEAP3	STIL	TANGO2	TBC1D22B	TBCEL	TCEANC	TCP11L2	TFDP1	TFR2	TFRC	TLCD4	TMCC2	TMEM120B	TMEM14B	TOP1	TRAK2	TRIM10	TRIM58	TROAP	TSPAN5	TSPAN5-DT	TSPO2	UBAC1	UGGT1	UROD	UROS	USP15	USP32	VCF1	VRK1	WNK1	WRN	XK	XPO7	YPEL4	ZNF367	ZNF451	ZSCAN5A-AS1
DESCARTES_MAIN_FETAL_EXCITATORY_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_EXCITATORY_NEURONS	ARHGAP15-AS1	ENSG00000271860	FOXG1-AS1	LINC01965	LRRC7	LRRC7-AS1	MLLT3	PANTR1	RN7SL217P	RNF182	RNU1-47P	RNU6-503P	RNU6-904P	SOX5	SPIRE1
DESCARTES_MAIN_FETAL_EXTRAVILLOUS_TROPHOBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_EXTRAVILLOUS_TROPHOBLASTS	AADACL3	ADAM19	ADGRF4	AFAP1	AFAP1-AS1	ANKRD24	ARFGAP1	ASAP3	ASCL2	ASPSCR1	ATP1A4	C1QTNF6	CCNE1	CD276	CDKN1C	CERCAM	CHMP1B-AS1	CHPF	CLDN19	CLN5	CORO6	CSF2RB	CTAGE9	CXCR6	CYP51A1P3	DDX60L	DIO2	DSG2-AS1	DUXAP8	EBI3	EFNA1	EGFR-AS1	ELF4	EXTL3	FADS3	FAM43B	FAT2	FBN1	FGFBP1	FLNB	FLT1	FNDC3B	FOXJ3	FSTL1	FSTL3	GAA	GALNT6	GCN1	GCNT1P3	GKN1	GLIPR1	GPR150	GPR78	GPR84-AS1	GTSF1	HCG4	HEXB	HLA-G	HM13-AS1	HMGB3	HPGD	HTRA4	IGFL2-AS1	IL1RAP	IL2RB	ISG15	ISM2	ITGA5	ITGB1	ITM2B	KCNK12	KLHL17	KLRG2	KRT16P6	KRT18	KRT7	KRT8	LAIR2	LINC00330	LINC01951	LINC02068	LVRN	LY6K	MBNL2	MED4-AS1	MFAP5	MGAT5	MMP15	MRPL42P6	MYCNOS	MYCNUT	N4BP3	NOG	NOS2	NOX3	OPN3	P3H1	PCAT6	PLET1	PLOD3	PRSS8	PTGES	PTPRF	PVR	PXN	PYCR1	PYCR1-AS1	QSOX1	RN7SL810P	RPN2	RPS15AP30	RPS27P19	SEMA4C	SERPINE1	SHISA5	SLC12A8	SLC25A24P1	SLCO4A1	SNAI1	TAC3	TCF7L2	TEAD1	TLE6	TMED3	TNFSF10	TRIM60	WDR64	WIPI1
DESCARTES_MAIN_FETAL_GANGLION_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_GANGLION_CELLS	CHRNA6	CHRNB3	CPNE9	CRABP1	DDX50P2	ENSG00000205037	ENSG00000248540	ENSG00000271776	INA	LINC00348	LINC01606	LINC02505	LINC02974	LRRTM2	MFSD14A	MMP20	NEFM	OBI1-AS1	OPN4	P2RX3	POU4F1	POU4F2	RBPMS	RPL31P54	SLC17A6	SUSD4	TFAP2D	TMEM74	TRARG1	TRHDE	TRHR
DESCARTES_MAIN_FETAL_GOBLET_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_GOBLET_CELLS	A4GNT	AGR2	ANXA10	ARL14	B3GNT6	BMP2K-DT	C16orf89	CAPN9	CLASP1-AS1	CREB3L1	CSF3	CXCL3	CXCL5	DUOX2	ENSG00000222001	ENSG00000262966	ERN2	ERO1A	FAM177B	FAR1	FBXW11	FOXQ1	FUT9	GKN2	GMDS	GPRC5A	IL17C	KRT18P55	LIPF	LRRC31	LYZ	MARCKSL1P2	MUC5AC	MUC6	MUCL3	MYADM-AS1	PDPK2P	PGC	PRKCI	PSPHP1	RFLNA	RNU5B-1	SAMD12	SLC30A4-AS1	SLC9A2	SLC9A4	SPDEF	TEX14	TFF2	TMEM238L	TSPAN15	UGT2B15	VSIG1
DESCARTES_MAIN_FETAL_GRANULE_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_GRANULE_NEURONS	ANKRD34C-AS1	CCSER2	CDH7	DISP2	FGF5	FRMPD3	GPC5-IT1	GRM4	KCNA1	KCNK9	KIF5C	KLHL29	LINC01324	LINC01830	NAV2-IT1	NEO1	PPP2R2C	SEZ6L-AS1	SYNJ2	TAFA5	THSD7B	UNC13C
DESCARTES_MAIN_FETAL_HEMATOPOIETIC_STEM_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_HEMATOPOIETIC_STEM_CELLS	ABCC1	AOX2P	AZU1	BAALC	BAP1	BMAL2-AS1	C1QTNF4	CBX3P10	CD244	CDCA7	CDK6-AS1	CLDN14-AS1	CSRP1-AS1	DDTL	DENND3-AS1	DYTN	EIF2S2P3	ELANE	EMC3-AS1	ENSG00000213963	ENSG00000222588	ENSG00000258747	ENSG00000260316	ENSG00000261638	EOLA2	FAM216A	FANCD2OS	FASTKD1	FIRRE	GALNT7-DT	GCC2-AS1	HCG25	HSF5	HSPE1-MOB4	IL12RB2	IQSEC3-AS2	IRAK3	KCNIP2-AS1	KLC4-AS1	LINC00987	LINC02100	LINC02232	LINC02328	LINC02839	LINC02987	LOC100505915	LOC105371430	LRRC37A4P	LRRFIP1P1	MARS1	MIR3667HG	MPO	MTND5P26	NDUFAF6	NRIP1	PRAM1	PRSS57	PRTN3	RFC4	RN7SL558P	RNU1-133P	RPL21P10	RPS10P7	S100Z	SEPSECS	SNHG3	SPINK2	SPNS3	STAT5A	TAOK3	TARBP1	TFAP2E-AS1	TIPIN	TM7SF3	TMCC1-DT	TRIM27	TRIM66	UBR5-DT	ZNF789	ZP3
DESCARTES_MAIN_FETAL_HEPATOBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_HEPATOBLASTS	A1BG	ABCB11	ABCC2	ABCC6	ABCG5	ACMSD	ACOT12	ACSL3P1	ACSM2A	ACSS2	AFMID	AGMO	AGXT2	AKR1C1	AKR1D1	ALDH1L1	ANG	AOC4P	APOA5	APOC1P1	APOC2	APOC4	ASS1	BDH1	BPHL	BPIFB2	CA5A	CAPN12	CASC19	CBS	CCDC73	CCT8P1	CFHR4	CNGA1	CPB2	CPN1	CPS1	CYP3A43	DPYD-IT1	DPYS	ENSG00000228697	ENSG00000233569	ENSG00000250493	F11	FOLH1B	FYTTD1P1	G6PC1	GAS2	GBP7	GCKR	GLS2	GLYAT	GLYATL1	GPAM	GPC5	GYS2	HACD2	HAL	HAO1	HGD	HISLA	HPD	HPR	HSD17B7	ITIH4	KLB	KLKB1	LINC00616	LINC00907	LINC01344	LINC01717	LINC01900	LINC02027	LINC02499	LINC02607	LINC02919	LINC03064	LIPC	LIPC-AS1	LPAL2	MFFP1	MIR122HG	MT1B	NAT8	NKX2-8	NPSR1-AS1	NR1I3	NUGGC	OXT	PANK1	PC	PFKFB1	PLCXD2	PON1	PROZ	PSMC1P9	PTP4A1	RHBG	RN7SL583P	RPL23AP6	RPS3AP54	SHBG	SLC17A1	SLC17A2	SLC22A24	SLC22A25	SLC22A7	SLC22A9	SLC2A9	SLC39A14	SLC51A	SLCO1B1	SLCO1B3	SLCO1B7	SLCO4C1	SMAD3-DT	SNAP25-AS1	SPP2	STEAP2-AS1	TDRD15	THPO	TMEM82	U3	UGT2B27P	UROC1	WNK4
DESCARTES_MAIN_FETAL_HORIZONTAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_HORIZONTAL_CELLS	ARHGAP26-IT1	ARHGEF4	B3GAT2	CACNG3	CACNG7	CNTN4	DCTN1-AS1	DRD2	ENSG00000203900	ENSG00000259203	EPM2A	ERC1	ESRRB	FCHSD1	GRIA3	HS6ST1	IL12A-AS1	LINC01416	LINC02155	LINC02565	LINC02609	LINC02842	LOC574538	MALT1	MEGF11	MIR181A2HG	MIR2052HG	MRPL37P1	NDST3	ONECUT1	ONECUT2	ONECUT3	PAK5	PLAC8L1	PMFBP1	RAB11FIP4	RNU1-33P	RPL17P23	SEM1	SEMA6A-AS2	TANC1	TFAP2B	TIGD3	TLE4	TNR	TNR-IT1	TPM3
DESCARTES_MAIN_FETAL_IGFBP1_DKK1_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_IGFBP1_DKK1_POSITIVE_CELLS	A1BG-AS1	A2MP1	AADACL4	ABI3BP	ACE	ADAMTS1	ADAMTS15	ADAMTS5	ADRA2C	ALOX15B	ANGPTL5	ANKRD30B	AOX1	APOD	APOL1	APOO	ASIC3	ATP13A3	ATP2B4	B2M	C17orf114	C1QTNF1	CAB39L	CARS1-AS1	CATIP-AS1	CCL24	CD248	CD82	CFD	CHI3L2	CHPF2	CHRDL1	CHST2	CHST7	CILP	CITED2	CLEC2B	CNR1	COL6A4P1	COPZ2	CPXM1	CRISPLD2	CRYGN	CTSK	CYB561D2	DCN	DEFB124	DEPP1	DKK1	DPYD-AS1	EMILIN2	ENPP1	EPYC	F2R	FAM131B-AS2	FAM89A	FICD	FOXL2	GAS1	GASK1A	GBP1	GDF7	GPBAR1	GREB1	HAND2-AS1	HOXA11	HSD11B1	HSPB6	HTR2B	IFI35	IGFBP4	IGFBP6	IGSF10	IL1R1-AS1	IL1RL1	ING1	IRS2	ISLR	KIAA0040	LEFTY2	LGALS1	LINC00092	LINC00707	LINC00987	LINC01204	LINC01270	LINC02281	LINC02349	LINC02432	LINC02600	LINC02916	LINP1	LMOD1	LRRC15	LRRN4CL	LTBP2	LUM	MACC1-AS1	MAOB	MAP3K4-AS1	MAPK7	MFAP4	MIA2-AS1	MIR4453HG	MMP19	MMP2	MMP27	MOSPD2	MOV10L1	MRPS6	MTND4LP1	MXRA8	MYG1-AS1	MYO16-AS1	NDP	NFE2L1	OMD	OSGIN2	OSR2	OXTR	P4HA3	PALMD	PAPOLB	PBXIP1	PCDHGB6	PCYOX1	PDLIM2	PGR	PILRA	PIP5K1C	PLAC9P1	PLPP1	PLPP3	PODNL1	POLD4	POLR1F	PRL	PRLR	PROK1	PRR15	RBP1	RGCC	RN7SL141P	RNVU1-6	RRAS	RTL10	S100A3	SCARA5	SERPING1	SH3RF3-AS1	SLC37A3	SLC39A6	SNX21	SPON2	SPSB1	SPTSSA	SSC5D	STARD5	SULF2	SUMF2	SYN3	TAS2R1	TCEAL3	TCEAL4	TEX26-AS1	TGM2	THY1	THY1-AS1	TIMP1	TMEM198B	TMEM37	TMEM45A	TMX3	TSKU	TUBA3E	UBE2L6	ULBP1	VASN	WNT5A	ZNF416
DESCARTES_MAIN_FETAL_INHIBITORY_INTERNEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_INHIBITORY_INTERNEURONS	ADARB2-AS1	AJAP1	ANO4	BHLHE22	CDH22	CHL1	CPLX4	DISP3	ENSG00000253857	EPHA8	FNDC1-IT1	GAD1	GAD2	GLCE	HCRTR2	KIT	LHX5	LINC02144	MGAT4C	MSRA	MYT1L-AS1	NEUROG2	PBX3	PRSS51	RNU6-729P	ROBO3	SH3GL2	SKOR1	SLC30A3	SLC35F4	SLC6A5	UNC5C	XKR4
DESCARTES_MAIN_FETAL_INHIBITORY_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_INHIBITORY_NEURONS	DLX6-AS1	DRD3	GRM5P1	LHX8	PDYN	PMCH	SLAIN1
DESCARTES_MAIN_FETAL_INTESTINAL_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_INTESTINAL_EPITHELIAL_CELLS	ACSL5	ACY3	AGMAT	ANKRD40CL	ANXA13	APOA4	APRG1	BTNL3	BTNL8	C1QTNF12	C3orf85	CA7	CBLC	CDX2	CEACAM18	CEACAM19	CLCA1	CLCN1	CUBN	CYP2W1	DEFA5	DEFA6	DGAT1	DNAJB7	ENPP7	ENTPD7	ERICH4	FADS6	FAM157A	FGF23	GBA3	GPR35	GUCA2A	IGSF23	KHK	LBX2	LCN15	LCT	LHPP	LINC00955	LINC01123	LINC01594	LINC02323	LPGAT1	MALRD1	MELTF	MIR4307HG	MOGAT3	MTTP	MUC12	MUC2	MYO1A	NHERF4	NLRP6	PANCR	PDZD7	PGPEP1	POFUT1	PRKG2	PRSS48	PVALEF	R3HDML	RBBP8NL	RBP2	REEP6	RNU6-36P	RNU6-439P	RPL13AP8	RPLP0P2	SI	SLC13A2	SLC17A4	SLC26A3	SLC28A1	SLC34A3	SLC5A12	SPACA3	STRC	TINAG	TM6SF2	TMEM207	TMIGD1	TPSG1	TRIM15	URAD	VIL1	WHAMM	XDH	XPNPEP2	ZBTB38
DESCARTES_MAIN_FETAL_ISLET_ENDOCRINE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_ISLET_ENDOCRINE_CELLS	ABCC8	ACLY	ACVR1C	ARX	ASB9	BTBD17	C1orf127	C22orf42	CABP7	CACFD1	CALY	CAMK2N1	CASR	CCDC188	CNIH2	ECEL1	EGR4	ENSG00000224090	ENSG00000236154	ENSG00000263571	ERO1B	FAM131C	FEV	G6PC2	GCG	GCK	GNAS	HADH	HPCA	HSPA1A	IAPP	INS	KCNJ11	KCNK16	LINC01370	LINC02106	LINC02131	MAFA	MAFB	NEUROG3	NKX2-2	NKX6-1	NOL4L-DT	NSMF	PABPN1L	PAX4	PCSK1	PCSK1N	PLD3	PLUT	PPY	PTPRN	RAB26	RAB3B	RASA4CP	RTL5	SCGN	SF3B5	SLC30A8	SNX10-AS1	SST	SSTR5	SSTR5-AS1	STX1A	SUV39H2-DT	SYNDIG1L	SYNGR4	TBCC	TTR	VWA5B2
DESCARTES_MAIN_FETAL_LENS_FIBRE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_LENS_FIBRE_CELLS	ADAM17	ALG5	ANK2-AS1	ARGLU1	ARHGEF37	ARID3B	ARSI	AURKC	BASP1-AS1	BCO2	BEND3P1	BFSP1	BFSP2	BHMT	BIRC7	BMAL2	BPIFB4	BTBD10P2	BTF3-DT	C12orf42	C12orf60	CAHM	CAMK2A	CAPRIN2	CARD14	CARHSP1	CCDC159	CCDC169	CERK	CHRNA2	CHUK	CLIC5	CLRN1	CMTM7	COL4A6	CPEB1	CPSF4L	CRMA	CRYAB	CRYBA1	CRYBA2	CRYBA4	CRYBB2	CRYBB3	CRYGA	CRYGB	CRYGC	CRYGD	CRYGEP	CRYGS	CTBP1-DT	CTIF	CYB5R4	CYLD-AS2	DBIL5P2	DCTN5	DEPDC1P1	DICER1-AS1	DNMBP	DNMBP-AS1	DOCK6-AS1	DRG1P2	DST-AS1	DYNC1I1	E2F5-DT	EFCAB8	ELOA-AS1	ENSG00000214803	ENSG00000223786	ENSG00000227463	ENSG00000229770	ENSG00000234210	ENSG00000235834	ENSG00000251143	ENSG00000251314	EPB41L4A	EPS15L1	ERICH5	ERVK9-11	FAAHP1	FABP5	FAM182A	FAM209B	FAM222A-AS1	FBXO3	FBXO34	FDXACB1	FHIT	FLYWCH1	FN3KRP	GACAT3	GARIN1B	GJA3	GJA8	GPR137B	GPR89B	GRPEL2-AS1	GSS	GUCY2GP	H2AZ2P1	H2BC18	HDAC6	HERC4	HIF1A-AS3	HLCS-AS1	HMGB1	HMGB1P29	HMSD	HSF4	HSPA5-DT	HSPA6	IGSF22-AS1	INPP5F	IQSEC1	KCNMB2-AS1	KDM3A	KIAA1217	KNOP1	KXD1-AS1	LCMT1-AS1	LCTL	LDLRAD3	LENEP	LGSN	LIM2	LINC00158	LINC00392	LINC00471	LINC00519	LINC00901	LINC00903	LINC01004	LINC01166	LINC01170	LINC01339	LINC01389	LINC01429	LINC01440	LINC01789	LINC01885	LINC01950	LINC02024	LINC02028	LINC02141	LINC02177	LINC02220	LINC02234	LINC02367	LINC02413	LINC02596	LINC02624	LINC02720	LINC02763	LINC02851	LINC02990	LINC03060	LIPI	LMCD1-AS1	LNPK	LPIN1	LRRC39	LRRC42	LRSAM1	LSAMP-AS1	LY6G5B	LYPD6	MALAT1	MBOAT1	ME1	MEGF9	MINDY2-DT	MIP	MIPOL1	MIR31HG	MIR624	MSLNL	MYO18A	NAV2-AS1	NBEAP1	NFE2L1-DT	NHLRC1	NHS	NLRP13	NMRK1	NOL3	NPLOC4	NRCAM	NREP-AS1	NXF5	NXPE2	OXA1L-DT	P3H2	P3H2-AS1	PALM2AKAP2	PARM1-AS1	PCDHAC2	PCNX4-DT	PELI1	PIP5KL1	PRANCR	PRDX6-AS1	PROX1-AS1	PRX	PTPRU	RAB39A	RASGRF1	RBM22P2	RN7SL12P	RN7SL36P	RN7SL378P	RNF139-DT	RNF175	RNF25	RNU4-38P	RNU4-40P	RNU5E-8P	RNU6-1111P	RNU6-147P	RNU6-880P	RPL17P13	RPL23AP32	RPL23AP7	RPL23P2	RPL7P49	RPS3AP38	RSPO4	SEC14L1P1	SEC61G-DT	SERPINB6	SGSM3-AS1	SIPA1L1	SIPA1L3	SLC24A2	SLC25A44	SMCO2	SNORD39	SNX1	SOHLH2	SORD	SOX1-OT	SPTBN5	SQOR	SRP54-AS1	ST6GAL2-IT1	STAMBPL1	STPG4	STRCP1	SUCO	TBC1D22A-DT	TDH	TDRD7	TENM3-AS1	TEX11	TEX14BP	TEX35	TGFB2-AS1	TGM6	TIGD6	TIMELESS	TLK2P2	TMEM114	TMEM117	TMEM167B-DT	TMEM42	TMLHE	TMPRSS5	TPM3P9	TPO	TRIB1AL	TRPM8	TSSC2	TUSC7	UBR4	UCHL1-DT	USPL1	UTS2B	VIT	WNT7A	ZBED5-AS1	ZFYVE21	ZNF674-AS1	ZNF761	ZNF778-DT	ZSCAN30
DESCARTES_MAIN_FETAL_LIMBIC_SYSTEM_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_LIMBIC_SYSTEM_NEURONS	ERC2	FAM131B-AS1	LINC00951	NPTXR	NTNG1	OPRK1	OPRM1	PCDH10-DT	POU2F2	RN7SKP76	RTL9	SLC17A6-DT
DESCARTES_MAIN_FETAL_LYMPHATIC_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_LYMPHATIC_ENDOTHELIAL_CELLS	ADD3-AS1	ADGRG3	ANKDD1A	ARL4A	C2CD4D	CASP12	CNTNAP3B	CYP2AC1P	CYP46A1	D21S2088E	DIPK2B	DTX1	EFCC1	EFNA5	ELK3	ENSG00000233178	ENSG00000269155	FCGR2C	FLT4	GFUS	GIMAP5	GJA1	GJC2	GJD3	GNG11	GNG12-AS1	GPR182	GRAP	GRAPL	HOMER3	INO80C	IRAG1-AS1	KBTBD11	KLHL3	KLHL4	LINC00636	LINC01558	LINC02005	LINC02058	LINC02147	LOX	LRRC70	LYVE1	MAP3K1	MAP4K2	MSMP	NFATC1	NRP2	NTS	PARD6G	PDE2A	PGM5	PGM5-AS1	PIEZO1	PLEKHO2	PLSCR4	PPFIBP1	PRR5L	PTX3	RAB11FIP5	RAB3IL1	RADIL	RASSF9	RHOJ	RNU7-13P	S100A16	SELENON	SHC1	SLC27A3	SLC35E4	SMAD1	SMAD1-AS1	SPHK1	STAB2	TBX1	TCTN3	TFPI	TIE1	TMEM140	TMEM255B	TNFAIP8L3	TNFRSF11A	TSPEAR	U8	UBTD1	WFS1	ZNF24TR	ZNF341-AS1	ZP2
DESCARTES_MAIN_FETAL_LYMPHOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_LYMPHOID_CELLS	APOBEC3C	APOBEC3H	ARHGAP9	ARHGDIB	ARHGEF1	ARL4C	BLK	BTN3A2	CARD11	CCR6	CD160	CD19	CD22	CD27	CD37	CD48	CD5	CD52	CD69	CD7	CD79A	CD79B	CHRM3-AS2	CORO1A	CPA5	CRTAM	CTLA4	CXCR3	CXCR4	CXCR5	CYLD	CYTIP	DENND2D	ENAM	ENSG00000224610	ENSG00000267568	ESYT1	FASLG	FCMR	FCRL1	FCRL2	FCRLA	FGFBP2	FMNL1	GBP5	GIMAP2	GIMAP7	GPR171	GPR174	GPR18	GPSM3	GRK6	GVINP1	GZMA	GZMH	GZMK	GZMM	IFITM3P6	IFNG	IGHD	IGHG1	IGHG3	IGHG4	IGHGP	IGHM	IGKC	IGLC3	IGLL1	IGLL5	IL18RAP	IL23R	IL2RA	IL7R	ISG20	ITGB7	JAK1	JCHAIN	KIR3DL1	KLRB1	KLRC1	KLRC4-KLRK1	KLRF1	KLRF2	KLRK1	KRT72	LCN6	LIMD2	LIME1	LINC00861	LINC00892	LINC01871	LINC02422	LINC02446	LINC02481	LOC102723692	LTA	MAP4K1	MATK	MYO1G	NCF1B	NCF1C	NCR1	NCR3	NIBAN3	NKG7	NMUR1	NOSIP	PARP11-AS1	PARP15	PAX5	PCED1B-AS1	PFN1	PRF1	PSMB10	PSMB8-AS1	PTGDR	PTPRCAP	PYHIN1	RGL4	RHOF	RIPOR2	RN7SL337P	RNF125	RPS10P3	RPS2P5	RUNX3	S1PR4	SH2D1B	SH2D2A	SH3BP1	SHISAL2A	SLAMF6	SLC25A45	SLFN12L	SNX29P1	SP110	SP140L	STAP1	STAT4	STK17A	STK17B	TAGAP	TBC1D10C	TBX21	TCL1A	TIGIT	TMEM156	TNFRSF25	TRDC	TRGC1	TRGC2	TXK	USP30-AS1	VPREB1	VPREB3	XCL1	XCL2	ZNF831
DESCARTES_MAIN_FETAL_MEGAKARYOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_MEGAKARYOCYTES	ABCC4	ABHD16A	ACRBP	ACTN1	ACTN1-DT	ADCY6	AKR1C5P	ALOX12	AQP10	ARHGAP6	ASAP2	ATP2A3	ATP2C1	AXIN1	BANK1	BEND2	BIN2	BLZF2P	BMS1P10	BTK	C11orf21	C5orf58	CAPN1-AS1	CAPN11	CATSPER1	CD226	CDKN2D	CENPT	CGRRF1	CLEC1B	CMTM2	CMTM5	CNST	COL24A1	CPA3	CTTN	DCLRE1A	DGKD	DGKG	DIAPH1	DNM1L	DOK1	DOK3	EFCAB13-DT	EGF	ELOVL7	ENSG00000227355	ENSG00000245008	ENSG00000258803	F2RL3	FAM110A	FAM30A	FCER1A	FERMT3	FHOD1	FLI1	GAS2L1	GCSAML	GFI1B	GFOD1	GNB5	GOT2P7	GP1BA	GP5	GP6	GP9	GPX1	GSAP	HBD	HPSE	HTR2A	ILK	INAFM2	ING5	INHBA-AS1	INKA1	INPP4B	IRAG1	ITGA2B	ITGB3	KCNK6	KIAA0513	KIF2A	L3MBTL2-AS1	LAT	LGALS12	LGALSL	LIMS1	LINC00504	LINC00534	LINC00642	LINC00989	LINC01565	LINC02284	LINC02694	LINC02752	LINC02770	LINC02915	LINC03044	LRP12	LRRFIP2	LTBP1	LY6G6E	LY6G6F	LY6G6F-LY6G6D	LYL1	MAFG	MAPK6P5	MAX	MCTP1	MDM1	MEIS3P2	MFAP3L	MICU1	MPIG6B	MPL	MYH9	MYH9-DT	NAT8B	NBEAL2	NEXN-AS1	NOL4L	NRDC	NRGN	NT5C3A	NT5M	NXF3	P2RX1	P2RY1	PADI4	PARVB	PCYOX1L	PDE5A	PF4	PF4V1	PHKB	PIGB	PIRAT1	PKN2-AS1	PLEK	PPBP	PRKAR2B	PRKAR2B-AS1	PROS1	PROSER2	PRUNE1	PSTPIP2	PTGS1	RAB27B	RAB37	RAB8A	RAP1B	RAP2B	RASA3	RASGRP2	RELCH	RGS18	ROCK2	RPL21P11	RPL21P13	RPS29P14	RSU1	RUFY1	SAMD14	SEC14L5	SELP	SETP11	SIAE	SLC18A2-AS1	SLC24A3	SLC2A3	SLC30A5	SLC37A1	SLC39A3	SMIM12	SRC	STXBP2	STXBP5	SUSD1	SUSD3	SWINGN	TAOK1	TBX10	TBXA2R	TEC	TGFB1	THBS1	THOC2	THUMPD2	TLN1	TMEM91	TPSAB1	TPSB2	TPST2	TREML1	TSPAN32	TSPOAP1-AS1	TTC27	TTC7B	TUBA4A	TUBA8	TUBB1	UBE2C	UNC13D	UPK1A-AS1	VASP	VCL	XRCC2	YIF1B	ZNF175	ZYX
DESCARTES_MAIN_FETAL_MESANGIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_MESANGIAL_CELLS	ALX1	CCN4	CLDN11	DACT3-AS1	FLRT2	FOXL1	GNA14	GRASLND	HOXD10	KIF26B	LINC00924	LINC01797	LINC01842	METTL24	MOXD1	NR2F2-AS1	PRICKLE1	PTK7	REN	RN7SL832P	RNU6ATAC31P	SULT1E1	TARID	TEX15	TMTC1	TRERF1
DESCARTES_MAIN_FETAL_MESOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_MESOTHELIAL_CELLS	ADAMTSL4-AS1	ALOX15	BDKRB1	C21orf62	CA11	EGOT	FENDRR	FGF9	GADL1	GFPT2	GLP2R	HAS1	HDAC1P1	KLK10	KRTDAP	LAMC2	LINC02364	MAP3K8	MEGF6	MIR548XHG	NFATC2	NSA2P7	PDZRN4	PLCB1	PODN	PSAPL1	RN7SL101P	RND1	RNU4-45P	RPL31P52	RPRD1B	SFTPD	SFTPD-AS1	TSHZ3-AS1
DESCARTES_MAIN_FETAL_METANEPHRIC_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_METANEPHRIC_CELLS	ADAMTS20	BMPER	C1QTNF7	CEP164P1	CLEC18B	COL13A1	DENND5B	DMRT3	ENSG00000228033	EYA1	FGF8	HAGLR	HOTAIR	HOXA11-AS	HOXA9	HOXC-AS3	HOXC10	HOXC11	HOXC8	HOXD1	HSPE1P13	KCNJ1	LINC01159	LINC01781	LINC02242	LINC02253	LINC02893	LINC03069	LYPD1	MYHAS	NPHS2	SELENOV	SHISA8	SINHCAF	SIX2	SLC12A1	SLC13A1	SLC34A1	SOST	THEM7P	TRABD2B	UMOD	WASF3	XRCC6P4
DESCARTES_MAIN_FETAL_MICROGLIA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_MICROGLIA	ABR	ACSM5	ADAM28	ADRB2	ALOX5AP	ANKH	AP1B1	APBB1IP	APPL2	ARHGAP12	ARHGAP25	ARHGAP27P1-BPTFP1-KPNA2P3	ATG7	AZIN2	B3GNT5	BHLHE41	C12orf4	CAPZB	CEACAM21	CH25H	CHORDC1P4	CLEC19A	COX6CP17	CREG1	CSF1R	CSF2RA	CX3CR1	DAGLB	DIP2B	DOCK4	DOCK4-AS1	DOCK8	DPEP3	EDNRB-AS1	EEIG2	EGR2	EGR3	ENSG00000230649	ENSG00000249631	ENSG00000249738	ENSG00000253214	ENTPD1	FAM238A	FAR2	FCGR1A	FCGR1BP	FCGR2A	FCGR3A	FMNL3	FPR1	GAB3	GAL3ST4	GAPLINC	GNB4	GNG7	GPN3	GPR34	GPR84	GSN-AS1	HAVCR2	HMGA1P4	HPGDS	IFNGR1	IL13RA1	IL17RA	IL6R	IPCEF1	IRAK2	ITGAX	ITPR2	KCNK13	LHFPL2	LILRB4	LINC01094	LINC01141	LINC01235	LINC01375	LINC01480	LINC01645	LINC01664	LINC01736	LINC01768	LINC01909	LINC02642	LINC02712	LINC02798	LINC02918	LINC02953	LINC03002	LINC03070	LNCAROD	LPAR5	LRCH1	LRRC37A6P	LRRC8C	LRRK1	LY86	MACORIS	MAML2	MAP4K4	MEF2A	MERTK	MGAT4A	MIOS	MKNK1	MROCKI	MTCO1P11	NAA20	NCK1-DT	NCK2	NCKAP5-AS1	NCKAP5-AS2	NPL	NPM1P10	OLR1	P2RY12	P2RY13	PALD1	PANX1	PAQR8	PDE4DIPP3	PDE4DIPP7	PDK4	PDYN-AS1	PLA2G15	PLXDC2	PTAFR	PTPRJ	RABEP1	RAP1A	RHBDF2	RHOQ-AS1	RIN2	RN7SL297P	RN7SL32P	RNU7-29P	RNU7-71P	RPL34P19	RPL7AP42	RPS10-NUDT3	RTTN	RUBCNL	SAMSN1	SFMBT2	SH3BGRL	SIGLEC10	SIGLEC8	SLC11A1	SLC29A3	SLC2A5	SLC7A11-AS1	SLC9A9	SLCO2B1	SMAP2	SNRPD2P1	SNX30	SOCS6	SORL1	SPP1	SRGAP2B	SRGAP2C	ST6GAL1	ST8SIA4	STEAP1B	STX7	SUCNR1	SYNDIG1	TBC1D12	TGFBR1	TIGAR	TLR1	TLR4	TLR6	TLR7	TM6SF1	TMEM144	TMEM273	TMIGD3	TNF	TNFRSF10D	TNFSF18	TREM2	TRPM2	VSIG4	ZNRF2
DESCARTES_MAIN_FETAL_MUC13_DMBT1_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_MUC13_DMBT1_POSITIVE_CELLS	AGPAT2	AKR1B10	ARHGEF2-AS2	ARHGEF34P	ASZ1	BCAN-AS1	BEST4	CEACAM5	CHST5	CYP2B7P	CYP2C18	CYP2C19	CYP4F12	DMBT1	DPPA5P4	ENPP7P8	ENSG00000213293	ENSG00000229261	ENSG00000255367	EPCAM	ESPNP	FER1L6	FMO4	GALNT4	GCSHP3	GDA	GDF9	GK-AS1	GPA33	H4C16	HNRNPA1P54	HPN-AS1	INAVA	INO80-AS1	ITPK1-AS1	KRT20	LINC00319	LINC01595	LINC01641	LINC01856	LINC01924	LINC01976	LINC01979	LINC02453	LINC02810	LINC02901	LRRC19	MIR194-1	MIR3648-2	MMP1	MRO	MROH3P	MUC3A	MUC7	MXD1	NKX6-3	NMUR2	NQO2-AS1	OCIAD1-AS1	OCLN	ODC1-DT	OOEP-AS1	OTOP3	PABPC1P4	PDE4C	PDZPH1P	PLA2G4E	PLCE1-AS2	PLS1	POF1B	PREP	PRR15L	PWP2	RHPN2	RN7SL404P	RN7SL448P	RNU6-1093P	RNU6ATAC39P	RPL12P13	RPL21P1	RPL27AP	RPL31P2	RPL34P33	RPL3P2	RPL8P4	RPS3AP5	RPS4XP11	RTP4	S100G	SDCBP2	SLC19A3	SLC25A30-AS1	SLC28A2	SLC3A1	TCP10L2	TCP10L3	TLCD2	TM4SF19-AS1	TM4SF20	TMPRSS15	TRIM31	TRIM31-AS1	TRPC7-AS1	TSGA13	TSPAN8	UBE2V2P1	UST-AS2	ZC3H12B	ZNF443	ZNF653	ZNF774
DESCARTES_MAIN_FETAL_MYELOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_MYELOID_CELLS	ABI3	AIF1	AOAH-IT1	C1QA	C1QB	C1QC	C1orf162	C5AR2	CABP4	CALHM6-AS1	CCDC26	CD14	CD163	CD163L1	CD180	CD207	CD209	CD300C	CD300LB	CD33	CD86	CLEC10A	CLEC4A	CLEC7A	CMKLR1	CR1	CTSS	DMXL2	ENSG00000234647	FCAR	FPR2	FPR3	FRMD4B	GPR183	HBEGF	HK3	HLA-DQB1-AS1	HMOX1	IFI30	IFNAR2	IL10	JAML	LGMN	LILRA1	LILRA5	LILRA6	LILRB1	LILRB2	LILRB3	LILRB5	LINC01478	LINC01678	LRRC25	MAN2B1	MANCR	MARCO	MCOLN1	MIR3945HG	MS4A4A	MS4A4E	MS4A6A	MS4A7	MTND5P14	NAMPT	NCF4	NLRP3	PELATON	PLAUR	PYCARD	RETN	RGL1	RILPL2	RN7SL368P	RNASE6	RNPS1P1	RRP12	S100A12	SAMHD1	SCIMP	SDS	SH2B3	SIGLEC1	SIGLEC12	SIGLEC16	SIGLEC5	SIGLEC7	SIGLEC9	SNX6	SPI1	SRGN	STAB1	THEMIS2	TIMD4	TLR8	TNFAIP8L2	TYROBP	VENTX	WWP1
DESCARTES_MAIN_FETAL_NEUROENDOCRINE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_NEUROENDOCRINE_CELLS	ACSBG2	ACSL1	ASCL1	CALCA	CCNP	CNKSR3	ENTPD8	FAR2P2	FAR2P3	FFAR2	GAST	GHRLOS	GPR42	HES6	HTR2C	KCNH6	KLK12	KLK14	LFNG	LINC00261	LINC00390	LINC01785	LINC02089	LINC02143	MBOAT4	NPTX1	NUDT16L2P	PIP4K2C	PKD2L1	POTEI	POTEJ	PRORSD1P	RFX6	RPL7AP37	SEC11C	SLC26A5	SLC35D3	SOX21-AS1	TAS1R3	TENM2-AS1	TFF3	TPH1	USP41P	VMAC	VWA7
DESCARTES_MAIN_FETAL_OLIGODENDROCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_OLIGODENDROCYTES	ADGRB1	BCAN	BCAN-AS2	BCAS1	BRINP3	C2orf80	CAMSAP2	CASK	CHAD	COL9A1	CSMD1	CSPG5	DBX2-AS1	DLL3	ENSG00000234173	ENSG00000236494	ENSG00000264449	EPN2	FIP1L1	FYN	GLRA3	GPR17	GRID1	KCND2	LHFPL3	LINC00237	LINC00609	LINC02283	LINC02293	LINC02294	LINC02488	LINC02743	LRRC4C	MIR219A2HG	MMP16	NBEAP2	NETO1-DT	NIM1K	NLGN4Y	NOVA1	NOVA1-DT	OLIG1	OLIG2	OPCML	OPCML-IT1	PCDH15	PCDH9-AS4	PDE4B	PDGFRA	PLAAT1	PMP2	PPP2R2B	RNF144A	RNU6-581P	RNU6ATAC12P	RTP5	SCN1A	SCRG1	SHC3	SOX6	TRIO	UGT8	ZNF365
DESCARTES_MAIN_FETAL_PAEP_MECOM_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_PAEP_MECOM_POSITIVE_CELLS	A2ML1-AS1	ADAM20	ADAMTS9-AS2	ANAPC4	ANKRD34B	ARF4-AS1	ARG2	ARHGAP11B-DT	ARHGEF38-IT1	ARID5B	ARSD-AS1	ART1	ASRGL1	ATOH8	ATP2C2	B4GALNT2	BDKRB2	BET1P1	BLTP3B-DT	C12orf75-AS1	C1GALT1P2	C2CD4A	C4BPA	CAPN10-DT	CATSPERB	CDYL2	CERNA1	CLDN22	CNDP2	COMP	CRADD-AS1	CXCL14	CYP24A1	CYP2D7	DCPS	DCST1-AS1	DEFB1	DEPTOR	DLGAP1-AS3	DNAJC8P4	DPY19L3-DT	DYNC2LI1	ENSG00000214093	ENSG00000225676	ENSG00000228484	ENSG00000248515	ENSG00000250378	ENSG00000259617	ENSG00000266401	ERN1	ETS2-AS1	EVC	FAM177A1	FAM9B	FILNC1	G0S2	GADD45A	GGT2P	GLIS3	GNRH1	GRAMD1C	GTF2E1	GTF2IP23	H2BP1	HAP1	HAVCR1	HTR5BP	HYOU1-AS1	IDO1	IDO2	IKZF5	IL1RL2	IRX3	KIF28P	KIZ	KLHL2	LAMB3	LINC-PINT	LINC00323	LINC00472	LINC00621	LINC00910	LINC00963	LINC01132	LINC01301	LINC01341	LINC01426	LINC01470	LINC01502	LINC01541	LINC01705	LINC01791	LINC01899	LINC01913	LINC02088	LINC02438	LINC02532	LINC02709	LINC02741	LINC02888	LINC02898	LINC02963	LINC03033	LY86-AS1	MAP3K5	MAP3K5-AS1	MAPK8IP3	MBNL1-AS1	MCPH1-AS1	MED28P8	MICOS10-NBL1	MIR30C2	MIRLET7A1HG	MOCOS	MOGAT1	MRNIP-DT	MRPL20-DT	MRPS2	MSANTD2	MSX1	MTF1	MTNR1A	MYOF	NABP1	NAPSA	NAPSB	NCMAP-DT	NNMT	NPIPB15	NR4A1AS	NUDT6	NXNL2	OBP2A	OLIG3	PARP4	PAX8	PCA3	PCCA-AS1	PCF11-AS1	PDZK1IP1	PKDCC	POU5F1	PPP4R1-AS1	PRKX	PRSS59P	PSORS1C1	PSORS1C3	PUS1-AS1	RAB17-DT	RAB2A	RAD54L2	RAPGEF3	RAPH1	RASEF	RCCD1-AS1	RHOA-IT1	RIMKLB	RLN2	RNA5SP84	RNF144B	RNU6-694P	RPL13P5	RPL14P3	RPL17P22	RPSAP51	RXFP1	S100A1	SCGB2A1	SDAD1P1	SEC14L6	SEC23B	SERPINB7	SESTD1	SHANK2-AS2	SKAP1-AS2	SLC16A6	SLC1A1	SLC25A29	SLC35B3	SLC38A2-AS1	SLC44A1	SLC45A4	SLC6A6	SLC7A2	SMURF1	SPATA12	SPTBN1-AS2	SVOPL	TC2N	TMEM101	TMEM252	TMEM252-DT	TP53TG5	UBE2D2	UCA1	UGT2B7	USP46-DT	USP47	VNN1	VPS13D	WARS1	WBP1	WDR72	WFDC2	ZBTB20-AS3	ZHX3	ZNF284	ZNF316	ZNF383	ZNF410	ZNF826P	ZPLD1
DESCARTES_MAIN_FETAL_PARIETAL_AND_CHIEF_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_PARIETAL_AND_CHIEF_CELLS	ACSL3	AK3	ANKRD16	ARHGEF28	ATP11B	ATP4A	ATP4B	ATP5ME	ATP5PO	B4GALNT3	BCAT2	C9orf152	CAPN13	CATIP-AS2	CBLIF	CCKBR	CCNJL	CKB	CLCNKA	CLEC3A	CLIC6	COMTD1	COX6A1	CSNK2A3	CYB5R1	DUSP4	ENSG00000225555	ENSG00000254055	EPN3	ESRRG	ETNPPL	FA2H	FAHD2B	FAM162A	FGD4	FUT1	FXYD4	GATA6-AS1	GBGT1	GCNT2	GLOD4	GNL3LP1	GPR155	GPRC5C	GPT2	GPX2	GREM2	GRIP2	HIP1R	HK2	HPCAL1	INTS13	IZUMO1	KCNE2	KCNJ16	KCNQ1	KLF11	LASP1	LHFPL7	LINC01679	LINC01847	LINC02381	MAP3K21	MAP4K3-DT	MCF2L-AS1	MCRIP2	MFSD4A	MISP3	MRPL12	MRPL41	MRPS18A	MRPS18B	MTATP6P1	MTATP6P2	MTCO3P12	MTFP1	MTND4P35	NDUFS1	NDUFS3	NFE2L2	NR0B2	NUPR2	ODAM	PCAT18	PFKFB2	PHLDA1	PLEKHB2	PNPLA1	PPARGC1B	PPP2R1B	PRDM16-DT	PRR13	PSCA	PWWP2A	PXMP2	RAF1	RAP1GAP2	RPL17P7	RPL21P65	RPS21P4	SAMD13	SERF2	SGK2	SIGLEC11	SIK2	SLC16A7	SLC19A2	SLC26A9	SLC9A3-OT1	SLC9B1P2	SMIM11	STARD10	STAU1	STX12	TBRG4	TDH-AS1	TFF1	TMEM116	TMEM161B	TMEM86B	TMPRSS2	TRIM50	TRNP1	TXNDC17	UQCRQ	VSIG2	ZNF57
DESCARTES_MAIN_FETAL_PDE11A_FAM19A2_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_PDE11A_FAM19A2_POSITIVE_CELLS	AACSP1	ADAMTS18	ANKRD20A4P	ANKRD20A7P	ANKRD20A8P	ANKRD28	API5P2	ARHGEF7-IT1	C7orf25	CABP1	CACNB4	CCDC88A	CHAT	CNMD	CSGALNACT2-DT	DAAM1	DIRAS2	ENSG00000262999	ERCC6	FAM88B	FANCD2P2	FEZF1-AS1	FILIP1L	FRMD7	GABRA2	GABRD	GALNT15	GRIN2A	HLF	HMGB1P49	HSPD1P13	IQSEC3	KCNAB1	KCNB2	KLHL14	KRT17P1	LINC01414	LINC01501	LINC02259	MEGF10	MIR218-1	NEGR1-IT1	NPM1P41	NSG2	OSBPL9P4	PAK3	PCDH7	PCDH9	PCDH9-AS1	PCDH9-AS2	PCDHA10	PCLO	PDE11A	POU6F2	PPFIA2	RASGEF1B	RBFOX1	RELN	RN7SL68P	RNU6-457P	RNU6-4P	RNU6-8	RNU6-890P	RNU7-187P	RNU7-99P	SCN8A	SEMA3A	SH3BP4	SLC26A5-AS1	SLIT2	SLIT2-IT1	SNAP25	SNORA58	TAGLN3	TMPRSS11GP
DESCARTES_MAIN_FETAL_PDE1C_ACSM3_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_PDE1C_ACSM3_POSITIVE_CELLS	ACSM3	ADAM2	ADAM7	ADAMTSL2	ADIRF-AS1	AIDA	ALDH3A1	ALKBH2	ALKBH3	AMACR	ANKHD1	ANKRD33BP1	AP5B1	APPAT	ARHGEF35	ARIH1	ARMC7	ARSK	ASCL3	ATP6V0A4	ATP6V0D2	ATPAF1	B3GAT1-DT	BRD9	BRF1	BRICD5	BRME1	BRWD1-IT1	BTG2-DT	BUD13	C1orf185	C20orf203	C3P1	C3orf52	CARNMT1-AS1	CASC18	CCDC148-AS1	CCDC97	CCNJ	CCNK	CCNT2	CD2AP	CDAN1	CDC5L	CDC73	CEMIP	CERS3	CHAC2	CHD2	CLCNKB	CLDN20	CLEC4C	CLNK	CNIH3	CNN3-DT	CNNM3	COL6A4P2	COMMD5	COX16	CPSF7	CREBBP	CRYBB2P1	CSKMT	CTF1	CTPS2	CYP2E1	DARS1-AS1	DBR1	DDX19B	DDX4	DGKI	DHX37	DIS3	DLGAP4-AS1	DNAJC27	DPH1-AS1	DPM1	DUSP22	ECD	EEF1B2P2	EFCAB3	ELF1	ELMO2	ELP3	ENSG00000228804	ENSG00000258525	ESR2	EXOSC3	EXOSC4	FAM21EP	FAM53A	FAM53B	FBN3	FBXW12	FGD6	FMO6P	FOXI1	FOXP1	FOXP1-IT1	FRG1JP	FXYD6-FXYD2	FZD4-DT	GCDH	GCFC2	GGACT	GMEB2	GNB1L	GOLGA1	GPRC5D-AS1	GRIPAP1	GSPT2	GUSBP3	H1-10-AS1	H1-4	HAUS8	HELQ	HERC2P10	HHAT	HHIPL2	HMGN1P38	HNRNPLL	HSF2	HSPA8P15	ILRUN	IMPA2	INO80D	INPP5J	INSRR	IST1	ITGB1-DT	JMJD8	KANSL2	KATNA1	KCNG2	KCNQ1-AS1	KIAA1210	KLHL24	L3MBTL3	LACTB	LIMD1-AS1	LIN28A	LIN37	LINC00865	LINC01340	LINC01460	LINC01800	LINC01852	LINC01858	LINC01901	LINC02241	LINC02261	LINC02935	LINC02986	LMTK2	LRRC37BP1	LRRC57	LSG1	LSM6	LYRM9	MAMDC2	MAN2C1	MANEA-DT	MAP2K6	MAPKAPK5	MDS2	MED17	MED30	MFSD3	MFSD6L	MIEN1	MIOS-DT	MIR200B	MIR200CHG	MMP25-AS1	MORC2	MPZL3	MTIF3	MTMR12	MUC20-OT1	MYO1H	MYSM1	NDUFB4P11	NMB	NOX4	ORC5	OSBPL2	OTUB2	PARM1	PDSS2	PDXDC2P	PEDS1	PER1	PET100	PEX7	PHC3	PINLYP	PIP4P1	PKD1-AS1	PLCB4	PLCG2	PNISR-AS1	POLR2A	POLR2J4	POP4	PPIEL	PPP3CB-AS1	PRRG2	PSEN2	PSMC6	PTMAP2	PTPN23	PTPRN2-AS1	RAB19	RAB40B	RAB43	RABGAP1L-IT1	RARS1	RASSF6	RBM10	RBMS3-AS2	RFXANK	RINT1	RIPK3	RLF	RMEL3	RN7SKP176	RN7SL105P	RN7SL23P	RNU6-1327P	RNU6-944P	RPL21P135	RPL22L1	RPL22P2	RPL24P8	RPL36A-HNRNPH2	RPL36P6	RPS15AP29	RPS27P3	RPS3AP26	RPS6KC1	RTF1	RWDD2B	SART3	SCARNA9	SDE2	SEC63P1	SERINC5	SGSM3	SH2D6	SIRT3	SLC12A9-AS1	SLC16A11	SLC23A3	SLC24A1	SLC25A25	SLIRP	SLMAP	SMG1P5	SMUG1	SNORA80B	SNTB1	SOX4	SP2	SPATA2L	SPDYE1	SPMIP2	SRA1	SRSF11	SRSF3	ST14	ST20-MTHFS	ST7L	STAC2	STARD13-IT1	STIMATE-MUSTN1	STK31	STPG2	STUM	STX16-NPEPL1	STX17	SULT1C4	SUN3	TADA1	TAF1A	TAF8	TAS2R30	TCF25	TERF1	TERLR1	TFCP2L1	TGIF2-RAB5IF	THBS4-AS1	THRB-IT1	TIGD7	TMEM123-DT	TMEM150B	TMEM213	TMEM256-PLSCR3	TNFRSF14-AS1	TNN	TNPO3	TOP3B	TRA2B	TRAPPC13	TRAPPC2	TRMT11	TRMT2A	TRMT2B-AS1	TRNT1	TRPV4	TSPAN16	TTC39B	TUT7	TVP23CP1	TWSG1-DT	UBA2	UBAP2L	UBQLN1-AS1	USP19	USP42	USP45	VIRMA	VPS39-DT	VPS45	VPS51	WARS2	WDR11	WDR25	WNK3	YIPF1	ZBTB20-AS5	ZBTB26	ZDHHC11B	ZDHHC3	ZFR	ZNF165	ZNF202	ZNF205	ZNF212	ZNF274	ZNF311	ZNF329	ZNF346-IT1	ZNF350	ZNF397	ZNF441	ZNF480	ZNF484	ZNF503-AS2	ZNF512	ZNF558	ZNF578	ZNF622	ZNF660	ZNF667	ZNF776	ZNF784	ZNF85	ZNF876P	ZSCAN21	ZSWIM1
DESCARTES_MAIN_FETAL_PHOTORECEPTOR_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_PHOTORECEPTOR_CELLS	ADGRV1	AIPL1	AMER2	ANKRD33B	ANO2	ARL6	ATOH7	ATP1B2	C7orf33	CAPZA1P2	CASZ1	CDHR1	CHRNB4	CRX	CSNK1G2-AS1	EGFLAM	EGFLAM-AS4	ENSG00000228044	ENSG00000254746	ENSG00000263574	EPB41L2	EYS	FAM161A	FOXO6	FRMPD1	GNAT1	GNAT2	GNB3	GNGT2	GOLGA6GP	GRM6	IMPG1	IMPG2	KCNV2	LEMD1	LHX3	LINC00457	LINC00458	LINC00463	LINC00994	LINC02932	LINC02997	LINC03062	LOXL1-AS1	LRIT2	LRIT3	MAK	MARCHF1	MPP4	MPPED2	MREG	MTATP6P15	MTCO1P15	MTCO2P15	MTND1P36	MTND2P26	NOL4	NRL	OPN1SW	OTX2	PACSIN1	PCARE	PCAT4	PCBP4	PDC	PDE6B	PDE6C	PDE6H	PLA2G4C-AS1	PLCH2	PRICKLE2-AS1	PRICKLE2-AS3	PRKACB	PRKN	PRPH2	PTPN13	RALGPS2	RAX2	RCBTB1	RCVRN	RHBDL3	RNU6-1088P	ROM1	RPGRIP1	RPL18P11	RXRG	SAMD7	SERINC4	SLC6A17	SLC6A17-AS1	SNHG22	SSX2IP	ST3GAL3-AS1	TEDC2-AS1	TMEM244	TMX1	TRIM74	TRIM9	TULP1	USH2A	VXN	ZNF30
DESCARTES_MAIN_FETAL_RETINAL_PIGMENT_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_RETINAL_PIGMENT_CELLS	ABCC5	ACOT11	ACP6	ADAD2	ADAMTSL3	ADTRP	AJUBA-DT	AK5	APC	APOLD1	ARNT2-DT	ATXN1	BCO1	BEST1	BMP6	BMP7	BMS1P4	BTC	CCND2-AS1	CCNYL2	CCT4P2	CNBD1	CNDP1	CNGB3	COL4A3	COL8A1	COL9A2	CRISPLD1	CRPPA	CYB5RL	CYP27A1	DCT	DHRSX-IT1	DIRC3	DMXL1	DOCK7	DOCK7-DT	DTX2P1	ECHDC1	EFR3B	ELN-AS1	ENPP2	ENSG00000212567	ENSG00000231204	ENSG00000251076	ENSG00000255746	ENSG00000260288	ENTREP1	ERMN	FLJ42969	FRZB	FYB2	GAPDHP66	GAPDHP76	GEM	GEN1	GPR143	GSTA8P	GUCY2EP	H1-9P	HMGB1P35	HORMAD2	HORMAD2-AS1	HYCC1	IGFBP7-AS1	INPP5K	ITGAV	KCNJ13	KCNQ4	LCNL1	LIN28B-AS1	LINC00276	LINC00355	LINC00494	LINC00605	LINC00645	LINC00670	LINC01085	LINC01359	LINC01465	LINC01567	LINC01579	LINC01703	LINC01880	LINC02275	LINC02723	LINC02774	LINC03040	LINC03048	LNCOC1	LRP2BP-AS1	LRP8-DT	MAMDC2-AS1	MESP2	MFRP	MIR5094	MITF	MLANA	MROH7	MYRF-AS1	NBEA	NPFFR1	NPIPB12	NTAN1P2	NYX	OBSCN-AS1	OCA2	PAFAH1B2P2	PARD3B	PARD6B	PCAT1	PGPEP1L	PIP4P2	PITPNA	PKNOX2	PLCE1	PLD5	PLGLA	PMEL	PRC1-AS1	PRKG2-AS1	PRMT7	RAB27A	RAD54B	RANBP17	RBM11	RDH5	RGR	RHPN2P1	RLBP1	RN7SL846P	RNA5SP229	RNF212	RNU4-16P	RNU4ATAC17P	RNU6-1138P	RNU6-212P	RNY4P36	RPE65	RPL21P95	RPL32P32	RPL7AP22	RRAGAP1-AS1	SCAI	SCAND3P1	SEC14L2	SERPINE3	SERPINF1	SGK3	SILC1	SLC16A8	SLC22A8	SLC24A5	SLC38A11	SLC38A8	SLC39A12	SLC45A2	SLC4A5	SLC6A13	SLC6A20	SLC7A6OS	SMC5-DT	SMC6	SMG1P2	SMG1P6	SMURF2P1	SNX25	SOSTDC1	SPART-AS1	SPDYE5	STARD7-AS1	STIM2	TBC1D30	TBL1Y	TEX2	TMCO1-AS1	TMEM135	TMEM235	TMEM98	TRIM36-IT1	TRPM3	TRPM7	TSPAN10	TTLL4	TYR	TYRP1	UBAP1L	UGT3A2	USP38-DT	VAT1L	VEPH1	WDR35-DT	WFDC1	WFIKKN2	WWC2-AS1	ZBED3-AS1	ZBTB12	ZNF890P	ZNF92
DESCARTES_MAIN_FETAL_RETINAL_PROGENITORS_AND_MULLER_GLIA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_RETINAL_PROGENITORS_AND_MULLER_GLIA	ABHD12B	ADARB1	ADORA2B	AOC2	APCDD1L-DT	ARHGEF26	ARHGEF26-AS1	C14orf39	C5orf34	CASC17	CECR3	CLVS1	CNTLN	CRB1	DAPL1	DDHD1	DUT-AS1	EPHB2	FAM184B	FBLN7	FOXN4	GABRG3	GATB	GLYATL2	GRB10	HES5	ILDR2	KLHL8	LGR4	LHCGR	LINC00113	LINC01387	LINC01508	LINC01621	LINC01697	LINC01994	MIR3659HG	MOB3B	MYBL1	NALCN-AS1	NOTCH1	NPVF	NR2E1	OPTC	OSTM1-AS1	PCYT1B	PKD2	POT1-AS1	PRSS56	PWWP3A	RARB	RFC3	RN7SKP35	RNF180	RNU2-47P	RPL30P14	RPS27P25	RTKN2	SORCS1	TMTC4	TNS1-AS1	TOX3	UQCRHL	VSTM2B	ZHX2
DESCARTES_MAIN_FETAL_SATB2_LRRC7_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SATB2_LRRC7_POSITIVE_CELLS	ABCG4	ABHD8	ADAM32	ADGRB2	ADGRL3-AS1	AFDN-DT	ALOXE3	ANKRD62P1-PARP4P3	ANO8	ARHGAP33	ARL10	ATF7-NPFF	B3GAT1	B4GALNT4	BCL6	C2orf83	CAMKV	CATSPER3	CCDC77	CDK5R1	CDKL2	CPVL-AS1	CSRP2	DHPS	DOHH	DPY19L2P4	DUSP5P1	EEF1DP7	EFL1P1	ENSG00000187186	ENSG00000217130	ENSG00000248837	ENSG00000272668	FABP5P3	FABP7	FAM171A2	FAM220A	FBXL19	FCF1P1	FNDC4	FOXG1	GCSIR	GGN	GLIS2-AS1	GNG8	GOLGA7B	GPR158-AS1	GPRIN1	GSX1	HAPLN2	HCRT	HPF1	HYI-AS1	IL11	INHBE	JAZF1-AS1	JMJD7-PLA2G4B	KIF3C	KLF3P1	LAMB2P1	LCORLP1	LINC00115	LINC00710	LINC01081	LINC01498	LINC01923	LINC02306	LINC02699	LINC02933	LINC02942	LMTK3	LPAR2	LRRC37A11P	LRRIQ4	MCRIP1	MIR600HG	MRAP-AS1	MTCO1P19	MUPP	NEUROD2	NEUROD6	NFIX	NPY5R	NUP93-DT	NXPH3	NYAP1	PANX2	PCDHA11	PCDHGA10	PCDHGB8P	PHC1	PI4KAP2	PKD1	PNLDC1	POU3F2	POU3F3	PPP1R12A-AS1	PPP1R12BP1	PPP1R14BP3	PROKR2	PTPRD-AS1	RAB3A	RAB4B-EGLN2	RASL10A	RBISP5	RFPL1S	RN7SL481P	RN7SL735P	RNU6ATAC42P	RNY4P19	RPL21P118	RPL23AP82	RPL32P16	RPS11P5	RPS25P3	SATB2-AS1	SBK1	SCG5-AS1	SCUBE1	SEPTIN3	SF1-DT	SLC14A2-AS1	SLC22A2	SLC7A10	SP9	SPRN	SRM	STMN1	SUSD5	TAF7L	TANK-AS1	THNSL1	THSD4-AS1	TMEM158	TMEM240	TMPRSS7	TRAPPC5	TRPV1	TTC21B-AS1	UBQLNL	VPS26B	WASF1	WASL-DT	ZBTB11	ZBTB18	ZBTB24-DT	ZFP37	ZNF567-DT	ZNF746	ZNF883
DESCARTES_MAIN_FETAL_SATELLITE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SATELLITE_CELLS	ADAMTS7P4	C1QTNF3	CCND2	CDC25B	CDH15	CELA2B	CHRNA1	CHRNB1	CLCN5	COL15A1	CSTF2T	DAG1	DMRT2	EDN3	ERFE	FGF16	FGFR4	FNDC5	GLT8D2	GXYLT2	HNRNPA1P72	ITGA7	KRT31	KRT40	LDOC1	LINC00930	LINC01111	LINC01121	LINC01283	LINC02397	LINC02802	LMF1-AS1	LMNB2	LPAR4	LSP1P4	MATN2	MEST	MICAL1	MIDEAS	MSC-AS1	MSTN	MYF5	MYMX	NBPF1	NCOA1	NTN5	NXPE3	OLFML2B	P2RX6	PAX7	PITX3	PPP1R14B	PTGFRN	PURB	RNY4P34	RPS3AP25	SKP2	SLC22A31	SLC25A26	SLF2	SOX8	SPATS2L	SPG21	TACR3	VGLL2	ZC2HC1B
DESCARTES_MAIN_FETAL_SCHWANN_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SCHWANN_CELLS	ABCA8	ADAM23	ANGPTL7	AQP7P1	ASPA	BMP8B	C12orf76	C1orf198	CADM4	CHL1-AS2	CNP	COL28A1	CTF2P	DHH	DUTP6	EDNRB	ENTPD2	EXTL1	FOXD3	GAS2L3	GFRA3	GJC3	GPR83	HSPD1P4	ITIH6	KIAA1755	LGI1	LINC00327	LINC00466	LINC01505	LINC01608	MIA	MPZ	MRGPRF-AS1	NANOGP1	NGFR	NGFR-AS1	OLFML2A	PLAT	PLP1	PMP22	PRNP	RHBDF1	S100B	SCN7A	SEMA3G	SOX10	STARD13	TECTB	TMEM176A	TSPAN11
DESCARTES_MAIN_FETAL_SKELETAL_MUSCLE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SKELETAL_MUSCLE_CELLS	ACTA1	ACTN2	ACTN3	AGL	AK1	AMPD1	APOBEC2	ARHGAP36	ASB12	ASB18	ASB5	ASTILCS	ATP1B4	ATP2A1	BEST3	BIN1	BLCAP	BTF3	C1orf105	C1orf167	C4orf54	CA3	CA3-AS1	CACNA1S	CACNB1	CACNG1	CALML6	CAND2	CAPN3	CASQ1	CAV3	CAVIN4	CFL2	CHRNG	CKM	CMYA5	CRABP2	DDIT4L	DDN	DES	DGCR6	DHRS7C	DMPK	DNAH8	DUSP13B	ECPAS	EIF4E2	ENO3	ENSG00000228566	ENSG00000250041	ENSG00000259636	FAM180B	FAM230G	FAM47E-STBD1	FBP2	FBXL22	FGF6	FGFRL1	FHL1	FHL3	FXR1	FZD9	GJD4	GPX7	HSPB2	IL17B	IP6K3	ITGB6	JPH1	KCNA7	KCNE5	KIAA1671-AS1	KLHL21	KLHL30	KLHL31	KLHL40	KLHL41	LANCL1-AS1	LINC00499	LINC00570	LINC00595	LINC00629	LINC01209	LINC01266	LINC01479	LINC01497	LINC01854	LINC01886	LINC02308	LINC03111	LINCMD1	LMCD1	LRTM1	MAP3K7CL	MAP4K1-AS1	MAP6D1	MEG9	METTL21C	MGC27382	MIR1-1HG	MIR133A1HG	MRLN	MSRB3-AS1	MYBPC1	MYBPC2	MYBPH	MYF6	MYH1	MYH2	MYH3	MYH8	MYL1	MYL10	MYL11	MYL5	MYL6B	MYL6B-AS1	MYLK2	MYOM2	MYOM3	MYOT	MYOZ1	MYPN	NEB	NES	OBSCN	OTUD1	PACSIN3	PADI2	PDE4DIPP1	PDLIM3	PIEZO1P2	PPDPFL	PPP1R27	PPP1R3A	PRDX6	PRKACA	PRKAG3	PRR32	PRSS53	PTGFR	PYGM	RNF217-AS1	RPL7P3	RPS20	RPS3AP20	RTN2	RYR1	SCN4A	SGCB	SGCG	SHOX	SLC49A3	SLN	SMTNL1	SNHG16	SNORD114-15	SNORD114-26	SNORD114-29	SNORD114-30	SNORD114-31	SPEG	SRL	SRPK3	STAC3	STPG2-AS1	SYNC	SYPL2	TAL2	TAS1R1	TBX15	TCEAL7	TEAD4	TMEM182	TMEM38A	TMEM38B	TMEM52	TNNC2	TNNI2	TNNT3	TPM2	TRDN	TRIM54	TRIM7	TRIM72	TTN	TTN-AS1	TXLNB	USP6	UTP11	VWA5A	XIRP2	ZNF106	ZNF556
DESCARTES_MAIN_FETAL_SLC24A4_PEX5L_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SLC24A4_PEX5L_POSITIVE_CELLS	ADCY2	C8orf34	C8orf34-AS1	CLEC2A	DMBX1	GPR139	GRIK4	GRM3	GRM7	HTR1E	LINC01109	LINC01151	LINC01210	LUZP2	OVCH1	PHEX-AS1	PREX2	RNU6-78P	SLC22A13	SSTR1	TMEM200C	TMEM35A	VSTM2A-OT1	VSTM2L	ZIM2-AS1
DESCARTES_MAIN_FETAL_SLC26A4_PAEP_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SLC26A4_PAEP_POSITIVE_CELLS	ABCG1	ABT1	ACADM	ACOT8	ACTL6A	ACVR2B-AS1	AHSA2P	AKNAD1	AMD1P3	AMHR2	ANKRD31	ANO7L1	APIP	ARAF	ARFGAP2	ASB6	ATF1	ATP6AP1L	ATP9B	ATXN7L3-AS1	AUNIP	BABAM2	BAK1	BORCS7-ASMT	BPIFB1	BRAT1	BRPF3	BRWD1-AS1	BTBD3-AS1	C1orf220	C2CD2	C2CD6	C4orf33	C4orf46P2	CACNA1D	CACNB2	CADM1-AS1	CAGE1	CALCB	CBLN3	CBR1-AS1	CCDC134	CCDC86	CCHCR1	CCN3	CCNL2	CCT6B	CD27-AS1	CDC123	CDIP1	CEP55	CIBAR1	CIDECP1	COMT	COQ6	CPLANE2	CREM	CYP11B2	DBTP1	DCTD	DDN-AS1	DDX3Y	DEDD	DERL2	DHRS1	DHX29	DNAJC28	DPH6	DTX3	DUSP12	E2F5	EFCAB14-AS1	ELAC1	EMC9	EME2	ENSG00000204745	ENSG00000214708	ENTREP3	EPHA4	ERAL1	EXO5-DT	EXOC3-AS1	FADD	FAM32A	FAM3A	FAM90A1	FANCG	FAR1-IT1	FBXL19-AS1	FKBPL	FNTB	FRMPD3-AS1	GBE1	GCNT7	GIN1	GMPPA	GPATCH1	GPATCH2	GPKOW	GPR61	GPRC6A	GTF2H2B	GTF2H3	GTF2IP13	H2AC8	HARS2	HECW2-AS1	HIBCH	HMBOX1-IT1	HROB	HSD3B2	IL17RC	IL1A	INVS	IRS3P	ITFG1-AS1	JRK	KANSL1L-AS1	KDM4A-AS1	KDM5C-IT1	KIRREL1-IT1	KLHDC2	KLHL11	KNSTRN	LEMD1-AS1	LIG3	LINC00290	LINC00467	LINC00862	LINC00863	LINC00887	LINC00923	LINC01719	LINC01837	LINC01947	LINC02036	LINC02046	LINC02296	LINC02410	LINC02476	LINC02603	LINC02745	LIPE-AS1	LOC105376805	LRIG2	LRRC14	LSM8	LTO1	LUCAT1	LY6E-DT	LYG1	LYPLAL1-DT	LYRM4	MAD2L1	MAP3K15	MAPK10-AS1	MAT2A	MCM8	MED23	MED31	MID2	MIR4733HG	MRGBP	MRPL20	MRPS26	MRPS28	MTERF2	MTUS1-DT	MUC19	NAT10	NIFK	NOMO2	NPHP4	NSMCE4A	NSRP1	NUFIP1	NUP155	PABIR3	PAN2	PBDC1	PBX1-AS1	PCDHGB4	PCHILR	PDCD6IPP2	PDE12	PHB1P19	PHF11	PHKA1-AS1	PHKA2-AS1	PHLDA1-DT	PHLPP1	PKD2L2	PKD2L2-DT	PLEKHA5	PLXNB3-AS1	PMS2P3	PMS2P4	PNMA6F	PNPLA2	POLK	POLR3B	POMK	PPP1R2P4	PPP1R9A	PRKCZ-AS1	PRPF39	PRTFDC1	PSMB7	PTCD3	PTPN23-DT	PUDP	PVT1	PWP1	PYROXD1	QTRT1	RABEP2	RAD51D	RAD9B	RANBP3	REXO1	RMDN1	RMND1	RN7SL220P	RN7SL574P	RN7SL749P	RNF7	RNU6-1054P	RNU6-518P	RNU6-611P	RNU6-681P	RNU6-826P	RNVU1-32	ROGDI	RP9P	RPL21P94	RPL38P1	RPL6P27	RPL7P9	RPS15AP3	RPS29P19	RPSAP21	RRAGB	RSAD1	RXYLT1	SATL1	SAXO1	SAYSD1	SBF2-AS1	SCART1	SDF2	SDHAF2	SDHAF4	SDHAP1	SELENOH	SELENOK	SELENOO	SHOC1	SIAH2	SIMC1	SIMC1P1	SKA1	SLC22A1	SLC25A28	SLC26A4	SLC35C2	SLC4A1AP	SMG1P1	SMIM10L2A	SMIM10L2B-AS1	SMPD4BP	SNORA14A	SNORA80A	SNORD63	SNX25P1	SPAG4	SPATA22	SPATC1	SPINK8	SPTLC1	SREK1IP1	SRFBP1	SRP19	ST8SIA5	STAG3L1	STAG3L4	STAG3L5P	SURF2	SURF6	TBC1D25	TBCA	TEKT5	TENT4B	TH2LCRR	THAP10	TLCD5	TMEM105	TMEM120A	TMEM179B	TMEM201	TMEM26	TMEM267	TMEM268	TMEM86A	TMEM9B-AS1	TNFRSF10C	TOE1	TOMM40	TOR1A	TPRA1	TPT1P9	TRAF6	TRAPPC2L	TRIM16L	TRMT10B	TRMU	TUBB8B	TUBBP5	TVP23C	TYW1	UICLM	ULK4P1	UNC45A	UNG	USP51	VAV3-AS1	VMO1	VPS54	VPS9D1-AS1	VRTN	WDR43	WDR5B	ZBED10P	ZBTB11-AS1	ZBTB43	ZBTB48	ZC3H12A	ZKSCAN4	ZMYM1	ZNF211	ZNF296	ZNF385D-AS2	ZNF449	ZNF541	ZNF597	ZNF627	ZNF683	ZNF747	ZNF75D	ZNF841	ZNF845	ZPLD2P	ZSCAN16-AS1	ZSCAN20
DESCARTES_MAIN_FETAL_SMOOTH_MUSCLE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SMOOTH_MUSCLE_CELLS	ABCC9	ACTA2	ACTA2-AS1	ACTG2	ADCY3	ADGRA3P1	ANO1	AOC3	APOL5	AVPR1A	CARMN	CCDC102B	CCR10	CNTNAP1	COL6A3	COX4I2	CSPG4	CYGB	EBF2	GJC1	GPAT2	GPR20	HIGD1B	KCNJ8	KCNMB1	LAMC3	LINC02398	MDFIC2	MEF2B	MYH11	MYLK	NDUFA4L2	NOTCH3	PDGFRB	PLA2G5	RASL12	RFX8	SEPTIN4	SEPTIN7P2	TACR2	TAGLN	TBX2	THBS4	TMEM74B	WNT3A
DESCARTES_MAIN_FETAL_SQUAMOUS_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SQUAMOUS_EPITHELIAL_CELLS	A2ML1	ADH7	APOBEC3B	ATP10A-DT	B4GALT4-AS1	BCAS2	BNIPL	C15orf48	CALML3-AS1	CAPN14	CLCA2	CLCA4	CRCT1	CRISP3	CRNN	CSTA	CSTB	CTNND1	CYSRT1	DENND2C	DSG3	DSP	DUOX1	DUOXA1	EDAR	ENSG00000250685	EPHX3	EPIST	EVPLL	FAM3D-AS1	FAM83C	FOSL1	FOXE1	FUT3	GAN	GBP1P1	GBP6	GJB5	GLTP	GRHL3	GRHL3-AS1	GSDMC	GTF2IP7	H1-2	H2BC4	HEBP2P1	IKBKB-DT	IL36RN	IRF6	ITGB1P1	JUP	KCNK7	KLC3	KRT14	KRT15	KRT16	KRT17	KRT6A	KRT6B	KRT6C	KRT78	KRT80	LINC00393	LINC01499	LINC01889	LINC02006	LINC02672	LY6D	LYPD3	MAL2	MAL2-AS1	MIR616	MT2P1	MUC21	MYH16	NCCRP1	NECTIN1	NECTIN4-AS1	NTN1	PART1	PGLYRP4	PHLDB3	PIGA	PITX1	PITX1-AS1	PKP1	PLEKHN1	PRSS27	RALA	RAPGEFL1	RHCG	RNASE7	RNF222	RNF39	S100A14	S100A2	SERBP1P5	SERPINB10	SERPINB11	SERPINB13	SERPINB5	SFN	SLC28A3	SLK	SOX13	SPINK5	SPRR1A	SPRR2A	SPRR2D	SPRR2E	SPRR3	SRPX2	STYK1	THOC3	TIPARP	TMEM80	TMPRSS11A	TMPRSS11B	TMPRSS11BNL	TMPRSS11D	TMPRSS11E	TMPRSS11F	TMPRSS4	TRIM29	UGT1A6	UPK3BL3P	ZNF185	ZNF750	ZNF812P
DESCARTES_MAIN_FETAL_STC2_TLX1_POSITIVE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_STC2_TLX1_POSITIVE_CELLS	ADRA1D	ANGEL2	CCL11	CETP	CXCL6	ERRFI1-DT	FBLN5	GPR88	IFIT1	KAZALD1	KLK6	LOC101928924	NKX2-3	PGM5P4-AS1	PPM1N	RASL11B	SMIM43	STC2	TLX1	TNFRSF4
DESCARTES_MAIN_FETAL_STELLATE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_STELLATE_CELLS	ABCA10	ADAMTS12	ADAMTS13	ADAMTS2	ADAMTS9	ADAMTSL1	ADRA1B	AGTR1	ALLC	ALPL	ANGPTL6	ANKS1A	ARHGEF35-AS1	B3GNTL1P1	BCAS3-AS1	BMPR2	CCBE1	CCDC3	CCDC68	CER1	CLMAT3	COL25A1	COLEC10	COLEC11	DAAM2	DENND2A	DIO3	DIO3OS	ECM1	EHBP1	ENSG00000233539	FBXO24	GRK5	HGF	HHIP	HMBOX1	HS3ST3B1	IFITM10	IGFBP3	INS-IGF2	LAMB1	LINC00498	LINC00698	LINC01169	LINC02319	LINC02880	MASP1	NBPF3	NEURL1B	NR1H4	OR2A1-AS1	PTH1R	RBM46	RBMS3	RN7SL657P	RN7SL751P	ROCK1P1	RPS12P5	RPS2P44	RPS6KA6	SEPTIN4-AS1	SLC17A8	UPB1
DESCARTES_MAIN_FETAL_STROMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_STROMAL_CELLS	CBLN4	COL12A1	COL1A1	COL1A2	COL5A1	COL6A6	ENSG00000272243	HSD3BP5	ITGBL1	KERA	LINC00968	LINC01082	LINC01412	LINC01611	MEOX2	MIR1245A	MTCH1P2	MXRA5	PI16	RTL3	SETBP1-DT	THBS2
DESCARTES_MAIN_FETAL_SYMPATHOBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SYMPATHOBLASTS	ADGRA1	ARC	BMPR1B-DT	C1QL1	C1orf226	CARTPT	CCDC172	CFAP61-AS1	CHGA	CHGB	CYB561	DBH	FGF14-AS1	FGF14-IT1	FKBP5	GALR1	GCH1	GOT1L1	HACD3	HTATSF1	IL13RA2	KLK4	KSR2	LINC00632	LINC01982	LINC02513	LINC02994	MICU2	MRAP2	NLRP1	NPAS4	NSMCE3	NT5C1A	NT5DC2	PENK	PNMT	PPP1R17	PRCD	PRLHR	QDPR	RLIG1	RPSAP57	SCG2	SERTM2	SIDT1	SLC18A1	SMIM45	TH	TMEM130	TMIE	TSPYL2	UNC5C-AS1	UNC80	VPS33A	VWDE	ZDBF2	ZNF483
DESCARTES_MAIN_FETAL_SYNCYTIOTROPHOBLASTS_AND_VILLOUS_CYTOTROPHOBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_SYNCYTIOTROPHOBLASTS_AND_VILLOUS_CYTOTROPHOBLASTS	AADACL2-AS1	ACSS1	ADAMTS19	AMOT	ANAPC1P1	ANKRD20A5P	AP1S3	ARL15	ATP10D	ATP6V1C2	BAGE2	BRDT	CAMK2G	CCDC32	CCDC54-AS1	CCR3	CDK2	CNNM2	CROT	CSNK1A1P1	CYP4F35P	DNMT1	ENSG00000258028	ENSG00000260378	EPB41L3	FAM118A	FBN2	FOXO4	GABRE	GGH	GLDC	GNA12	GRAMD2A	HERC2P3	HIC2	HOMER1	HS6ST2	HSPD1P6	ITGB4	KANK1	L1TD1	LARGE2	LATS2	LATS2-AS1	LIN28B	LINC00308	LINC00491	LINC00882	LINC01087	LINC01090	LINC01162	LINC01194	LINC01203	LINC01205	LINC01418	LINC01446	LINC01448	LINC01524	LINC01591	LINC01687	LINC01990	LINC02055	LINC02327	LINC02435	LINC02484	LINC02583	LINC02750	LINC02840	LINC02864	LINC02899	LOC105371361	MAP7D2	MAST4-AS1	MB21D2	MBNL3	MIR3171HG	MIR4300HG	MME	MME-AS1	MTARC1	NAA11	NEDD4	NFE2L3	NOX5	OFCC1	OR8G1	PCAT7	PCOLCE2	PDE4B-AS1	POLI	POTEC	PRKCH-AS1	PTPN11P1	RAP2C-AS1	RCOR1	RNU6-301P	RNU6-698P	RP2	RPIA	SIGLEC6	SLC13A3	SLC13A4	SLC19A1	SLC25A43	SLC27A2	SLC35D1	SLC38A9	SMARCA2	SMARCA2-AS1	SND1	SNHG27	SP6	SPACA6-AS1	SPECC1P1	SPINDOC	ST7-OT4	ST8SIA6-AS1	STRA8	TDRP	TEKT4P2	TENM3	TMEM150C	TMEM254-AS1	TPK1	TRIM5	TRIML2	TTC12-DT	TTPA	TUBA5P	USP25	VGLL1	VSTM5	ZBTB46-AS1	ZFAT	ZFX	ZNF354B	ZNF415P1	ZNF799	ZNRF3	ZNRF3-IT1	ZSCAN4
DESCARTES_MAIN_FETAL_THYMIC_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_THYMIC_EPITHELIAL_CELLS	ABCA3	ABRAXAS2	ADAMTS17	ALOX12P2	ANKRD22	ANO9	APBB2	APTX	ARLNC1	ARMC10	ARMC6	ATL2	ATP10B	BANF2	BCAS4	BCL10-AS1	BICRA	BMP8A	C12orf56	C1RL-AS1	C22orf31	C3orf22	C4orf50	C5orf34-AS1	C8G	CACNA1I	CCDC171	CDH3	CLEC1A	CLEC2L	CLTCL1	CNTNAP3	COL19A1	COL27A1	COX6B2	CTSV	CUL9	CUX1	CYP1B1-AS1	CYP3A4	D2HGDH	DCDC2C	DDB2	DDX50P1	DEFA3	DIPK1A	DNAJA2-DT	DNAJC3-DT	DNASE1L2	DPP3-DT	DRP2	DSG1-AS1	EARS2	EEF1A1P3	EEF1DP2	ENPP7P10	ENSG00000227496	ENSG00000228793	ENSG00000235415	ENSG00000238372	ENSG00000247228	ENSG00000253363	ENSG00000255931	ENSG00000265055	ETNK1	EXOC3L4	EYA2	FAAH2	FAM118B	FAM163A	FAM66A	FAS	FBXO36-IT1	FBXW10	FLVCR1	FOXN1	FRMD1	FRS3	FTLP14	GARIN2	GGA2	GHRH	GJB6	GLB1L3	GLI2	GLRA4	GPHN	GPLD1	GRK7	GSTCD-AS1	GTF2IP4	GTF2IRD2B	GUCA1B	GUCY2F	HLA-DRB9	HSPE1P25	ICAM5	IGFL2	IL31RA	INTS12	IRF1-AS1	IRS4	KCNIP3	KIAA0895LP1	KIAA1549	KLF3-AS1	KREMEN2	KYAT1	LGR4-AS1	LHFPL1	LINC00173	LINC00313	LINC00559	LINC01033	LINC01250	LINC01271	LINC01273	LINC01337	LINC01482	LINC01500	LINC01600	LINC01605	LINC01644	LINC01780	LINC01980	LINC02016	LINC02213	LINC02235	LINC02356	LINC02388	LINC02427	LINC02436	LINC02541	LINC02955	LIPJ	LY75	M1AP	MAJIN	MBTPS1-DT	MCF2L	MFSD13B	MGMT	MIR205HG	MOV10	MRPS31P4	MRPS9-AS2	MRTFB	MST1R	MTCL1	MTFR2P1	MTG1	MTND1P14	MUC12-AS1	NALT1	NARF-IT1	NEPRO-AS1	NEURL2	NEURL3	NEURL4	NFKB1	NPFFR2	NPIPB2	NPM1P37	NPM1P6	NQO1-DT	NSMAF	NSRP1P1	NTF4	NTRAS	NUBP2	NUBPL	NXN	OTULIN-DT	OXCT1	PARP3	PASK	PAX1	PDC-AS1	PDCL3P5	PDE9A-AS1	PEX1	PGBD2	PIK3IP1-DT	PIKFYVE	PKP4-AS1	PLEK2	PLGRKT	PLTP	PLXDC1	PNCK	POLR1HASP	POTEKP	PRKAR1B-AS1	PRSS16	PSMB11	PTPRT	PXT1	QTRT2	RAB42	RASSF10-DT	RBAK-RBAKDN	RBM15-AS1	RBMS3-AS3	RDM1P5	RGPD3	RIC1	RIGI	RMDN2-AS1	RMI2	RN7SL322P	RN7SL589P	RNU6-107P	RNU6-137P	RNU6-196P	RNU6-323P	RNU6-705P	RNU6ATAC27P	RNU7-115P	RNY4P7	RPA4	RPL23AP53	RPS23P6	RPS26P18	RPS3AP29	RPS3AP34	RPS7P10	RPSAP6	RTBDN	RTCB	SAG	SCAND3	SETP12	SFTPA2	SH3RF3	SIGLEC10-AS1	SLC22A23	SLC46A1	SLC46A2	SLC47A1P2	SLC9A3-AS1	SLFN12	SLIT3	SMG6	SMIM14-DT	SMIM15-AS1	SNORD11	SNORD3B-1	SNX19	SPAG16-DT	SPDYE12	STARD9	SUV39H2	SYCP1	SYNE1	TAFAZZIN	TBATA	TBC1D2B	TCEA1P4	TDRD12	THAP8	TMEM108-AS1	TMEM131	TMEM221	TOMM22-DT	TP53AIP1	TRAPPC12	TRMT12	TUSC8	TYK2	TYW3	UBA7	UBXN7-AS1	USP32P1	UST	UTP15	VPS26BP1	VWA2	ZBED2	ZBTB47-AS1	ZCWPW1	ZFPM1-AS1	ZNF418	ZNF614	ZNF649-AS1
DESCARTES_MAIN_FETAL_THYMOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_THYMOCYTES	ACSF3	ACSM6	ANKRD36BP2	ARHGAP19-SLIT1	ARHGEF18-AS1	ARL5C	ATF7IP2	BCL11B	BOLL	CALN1	CAMK4	CCND3	CCNI2	CCR9	CD1A	CD1B	CD1E	CD247	CD38	CD3G	CD8A	CD8B	CD96	CEP128	CEP85L	CHD1	CLCN3P1	CYP2U1	DGKA	DLEU7	DOC2GP	ELOVL4	FAM238B	FMNL1-AS1	GPRASP3P1	GRAP2	HDAC7	HMGB1P19	HMGN1P5	IDNK	IKZF2	IL20RB-AS1	ITPKB-IT1	KCNA3	LCK	LCT-AS1	LDLRAD4	LEF1	LEF1-AS1	LETM1	LINC00426	LINC00649	LINC00954	LINC01221	LINC01222	LINC01281	LINC01550	LINC01749	LINC01882	LINC01934	LINC02059	LINC02273	LINC02312	LINC02352	LINC02520	LINC02789	LZTFL1	MAP3K14-AS1	MCPH1	MDM4	MEAK7	MIR646HG	MTA3	MZB1	NEIL3	NFATC3	NT5C3AP2	P2RX5	PDCD1	PDE7A	PDSS1	PGGHG	PITPNM2	PRKCG	PRKCQ-AS1	PTCRA	PXYLP1	RAG2	RASL11A	RETREG1-AS1	RHOH	RN7SKP110	RNASEH2B	RNU6-242P	RPL34-DT	RPS3AP19	SATB1	SATB1-AS1	SEPTIN6	SH2D1A	SLC8A1-AS1	SPOCD1	SSH2	TBC1D19	TCF12	TCF7	TESPA1	TFDP2	THEMIS	TNIP3	TNRC6C	TOX2	TRAJ20	TRAT1	TRBC2	TRBV28	TRD-AS1	TSHR	UBASH3A	UMLILO	WAKMAR2
DESCARTES_MAIN_FETAL_TROPHOBLAST_GIANT_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_TROPHOBLAST_GIANT_CELLS	ADAMTSL4	ADHFE1	ADM	AFF1	AKR1B15	ALDH3B2	ALPP	ANGPT2	ANKRD33	ATG9B	BET1	BET1-AS1	BMP1	BPGM	C16orf74	C21orf91-OT1	C4orf36	CAPN6	CCK	CCSAP	CD200	CEBPB	CGB7	CHODL	CHODL-AS1	CLIP4	CRH	CRIM1	CSHL1	DAB2	DDX59	DEPDC1B	DVL3	DYSF	EFHD1	ELK1	ENDOU	ENSG00000256389	ERVE-1	ERVW-1	EXPH5	FAF1-AS1	FBLN1	FER1L4	FNDC3A	FURIN	GDF15	GDPD5	GH1	GH2	GLDN	GLIPR1-AS1	GNGT1	GPNMB	GRAMD2B	HOPX	HSD11B2	HSD17B1	HSD3B1	HSPB8	HSPD1P11	IGHA1	IGSF5	INSL4	ISM1	KATNBL1	KYNU	LCMT1-AS2	LEP	LGALS13	LGALS14	LGALS16	LINC00474	LINC00601	LINC00967	LINC01118	LINC01119	LINC01483	LINC01968	LINC02291	LINC02945	LINC03016	LNPEP	LRIF1	LY6G6C	LYPD5	MAFK	MAGEA8	MAN1A2	MAN1C1	MC1R	MFSD12	MFSD2A	MIR4280HG	MIR4713HG	MMP11	MTMR4	MTNR1B	MYLIP	NAV2-AS4	NECTIN3	OLAH	PAPPA-AS1	PAQR7	PCDH1	PGF	PHLDB2	PLAC1	PLCL2	PLIN2	POGLUT3	POU2F3	PP12613	PPP1R15B	PRSS41	PSG10P	PSG2	PSG3	PSG4	PSG5	PSG6	PSG8	PSG9	PTPN21	RBBP6	RELL2	RHOBTB3	RN7SL359P	RRS1-DT	RSL1D1-DT	RYBP	SDC1	SEMA3B	SEMA7A	SH2D5	SH3D21	SH3TC2	SH3TC2-DT	SIN3B	SLC16A4	SLC2A11	SLC38A1	SLC43A2	SLC5A6	SPATA9	SPDYA	SPTLC3	ST3GAL4	STK3	STRA6	STS	SVEP1	TACC2	TCHH	TCHHL1	TCL6	TENT5A	TINCR	TPRXL	TREML2	TREML3P	TRIM25	TRIM40	TRPV6	TTBK2-AS1	VGLL3	ZNF117	ZNF554	ZNF703	ZNF728	ZSWIM2
DESCARTES_MAIN_FETAL_UNIPOLAR_BRUSH_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_UNIPOLAR_BRUSH_CELLS	ADCYAP1	BARHL1	BLTP1	CACNA2D1	CACNA2D1-AS1	CCDC175	CNKSR2	CNPY1	DPY19L3	EN2	ENSG00000243620	ENSG00000259737	EOMES	FBXL21P	GRIA2	GRM1	HTR5A	KIRREL3	LEMD1-DT	LINC02032	LINC02082	LMX1A	MORC2-AS1	MPP3	NAALADL2-AS2	NDST4	NWD2	QKILA	RPH3A	STXBP5L	TRPC3	TRPC5	UPP2	VWC2	ZIC4
DESCARTES_MAIN_FETAL_URETERIC_BUD_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_URETERIC_BUD_CELLS	ACER2	AQP2	ASTL	CLPSL1	DCAF12L1	DHRS2	ELF5	EMX2	EMX2OS	ENSG00000250781	ENSG00000258471	GPR15LG	HOXB7	KCP	LINC02778	LINC02944	LOC112268408	MTCO1P12	MTND3P19	MTND4LP30	MYEOV	MYO3B	MYO6	NAALADL2	NIPAL4	NUDT16-DT	PLA2G2F	PTGR1	PVALB	RPL10P19	SCNN1B	SCNN1G	SEPTIN9-DT	SHROOM1	SLC14A2	SNX31	SPMIP4	TBC1D9	UPK1A	UPK2	UPK3A	WNT9B
DESCARTES_MAIN_FETAL_VASCULAR_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_VASCULAR_ENDOTHELIAL_CELLS	ABCB1	ADGRL4	APLN	APLNR	ARHGEF15	C1QTNF9	CAV1	CD300LG	CIMAP1D	CRHBP	CYYR1	DGKE	DLL4	EEF1A1P31	EGLN1	ENSG00000233251	ENSG00000248636	ESM1	FAM124B	FAM167B	FCGR2B	FCN2	FCN3	FOXF2	HLX	JCAD	LDB2	LINC02043	LINC02172	LXN	MTMR9LP	NODAL	NOTCH4	OIT3	PRND	PTPRB	RAPGEF5	RASIP1	RFLNB	RFPL1	ROBO4	SELE	SHANK3	SLC39A10	SLC9C1	SLCO1A2	SNRK	SOX7	SRARP	TCF15	TCIM	TM4SF18
DESCARTES_MAIN_FETAL_VISCERAL_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESCARTES_MAIN_FETAL_VISCERAL_NEURONS	ALKBH3-AS1	ARHGDIG	ASTN2-AS1	BCORP1	BEND6	BZW1-AS1	C17orf107	CCDC184	CDK13-DT	CFHR5	CHRM1	CPMER	CTNNA2-AS1	DNAJC9-AS1	EEF1DP4	ELOVL3	ENHO	ENSG00000236754	ENSG00000255326	ENSG00000261924	ENSG00000272008	FAM167A	FAM200C	FBXO30	FKBP1B	FSD1	FST	GNAO1	HAGLROS	HEPHL1	HLX-AS1	HSPD1P1	KBTBD11-OT1	KRT18P11	LEISA1	LINC01561	LINC01918	LINC02636	LINC02735	LINC03056	MAGEE1	MKRN5P	MTX1	NAP1L5	NCAM1-AS1	NCS1	NECAB2	NEFH	NEIL2	NPY2R	OPA1-AS1	PATJ-DT	PCOTH	PDE6B-AS1	PERPP2	PIRT	PPP2R5B	PRPH	RAB15	RAB6B	RN7SL784P	RNA5SP383	RNA5SP464	RNU6-1099P	RNU6-1237P	RNU6-672P	RNU7-110P	RPL8P3	RUSC1	SCN2B	SEPTIN14P12	SLC5A7	SLC7A14	SNPH	STMN2	SULT4A1	TMEM151B	TMEM271	TMEM59L	TOB2P1	TUBB	TUBB2A	TUBB3	UCHL1	VAT1	VN1R108P	YBX1P1	YWHAG	YWHAH
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_BOWMANS_GLAND	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_BOWMANS_GLAND	AZGP1	BPIFA1	BPIFB1	BPIFB4	C6orf58	CLDN10	CXCL17	DMBT1	ELAPOR1	FDCSP	GPX3	GSTA1	HP	LCN15	LCN2	LRRC26	LTF	LYZ	NDRG2	ODAM	PI3	PIGR	PIP	PPP1R1B	RNASE1	S100A1	SCGB3A1	SLPI	STATH	TCN1	VMO1	XBP1	ZG16B
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_B_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_B_CELLS	BANK1	BIRC3	CD37	CD52	CD53	CD69	CD74	CD79A	CD79B	CD83	CORO1A	CXCR4	EVI2B	GPR183	HLA-DMB	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	IGHM	IRF8	LAPTM5	LIMD2	LINC00926	LINC01781	LTB	MARCHF1	MS4A1	NFKBID	POU2F2	REL	TAGAP	TNFRSF13C	VPREB3
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_CD4_T_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_CD4_T_CELLS	ACAP1	ARHGDIB	CD2	CD3D	CD3E	CD3G	CD48	CD52	CD69	CLEC2D	CORO1A	CXCR4	FYB1	GMFG	GPR183	HCST	IL32	IL7R	KLRB1	LTB	PTPRC	RORA	RPS29	STK4	TAGAP	TNFAIP3	TRAC	TRBC1	TRBC2	TSC22D3
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_CD8_T_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_CD8_T_CELLS	ACAP1	ALOX5AP	ARHGDIB	ARL4C	BTG1	CCL4	CCL4L2	CCL5	CD2	CD3D	CD3E	CD3G	CD48	CD52	CD69	CD7	CD8A	CD8B	CD96	CKLF	CLEC2D	CORO1A	CST7	CTSW	CXCR4	CXCR6	CYTIP	DUSP2	EVL	FYB1	GMFG	GZMA	GZMM	HCST	HOPX	ID2	IL2RG	IL32	IL7R	JAML	KLRB1	KLRC1	LAPTM5	LCK	LCP1	LEPROTL1	LINC01871	LSP1	NKG7	PTGER4	PTPN22	PTPRC	RAC2	RGS1	RORA	RUNX3	SAMSN1	SH3BGRL3	STK17A	STK17B	STK4	SYTL3	TAGAP	TBC1D10C	TMSB4X	TNFAIP3	TRAC	TRAF3IP3	TRBC1	TRBC2	TRGC2	TSC22D3	ZFP36L2
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_DENDRITIC_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_DENDRITIC_CELLS	ACTB	AIF1	AP1S2	APOBEC3A	ATP2B1-AS1	BCL2A1	C1orf162	C5AR1	CARD16	CCL3	CD14	CD36	CD37	CD44	CD48	CD52	CD68	CEBPB	CFD	CFP	CLEC12A	CLEC4E	CLEC7A	CORO1A	COTL1	CPVL	CSF3R	CST3	CSTA	CTSS	CXCL2	CXCL8	CYBA	CYBB	DUSP1	EMP3	EREG	EVI2B	FCER1G	FCGR3A	FCN1	FGL2	FGR	FPR1	FTH1	FTL	FYB1	G0S2	GCA	GMFG	HLA-DRA	IFI30	IFITM2	IGSF6	IL1B	ITGB2	JAML	LAPTM5	LCP1	LGALS2	LILRB2	LSP1	LST1	LYN	MNDA	MPEG1	MS4A6A	MS4A7	MXD1	NAMPT	NCF1	NCF2	NEAT1	NFKBIA	NFKBIZ	NLRP3	OAZ1	OSM	PELATON	PHACTR1	PILRA	PLAUR	PLEK	POU2F2	PSAP	PTGS2	PTPRC	PTPRE	PYCARD	RGS2	RIPOR2	RNF149	S100A12	S100A4	S100A8	S100A9	SAMSN1	SERPINA1	SH3BGRL3	SLC11A1	SOD2	SPI1	SRGN	STX11	STXBP2	TIMP1	TKT	TNFAIP2	TNFAIP3	TNFRSF1B	TNFSF13B	TREM1	TYMP	TYROBP	VCAN	ZEB2
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_FIBROBLASTS_STROMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_FIBROBLASTS_STROMAL_CELLS	ABCA8	ACTA2	AEBP1	AKAP12	APOD	BGN	C1R	C1S	CALD1	CCDC3	CCL11	CCL2	CCN1	CDH11	CH25H	CLDN11	CLEC11A	COL1A1	COL1A2	COL3A1	COL6A2	CPE	CRABP2	CSRP2	CYP1B1	DCN	ECM1	ENPP2	FBLN1	FGF7	GATA2	GJA1	GLIPR1	GSN	HGF	IFITM3	IGFBP4	IGFBP5	IGFBP6	IGFBP7	INMT	ITGBL1	KCNE4	LAPTM4A	LGALS1	LUM	MFAP4	MGP	MXRA8	NBL1	NR2F2	PAX9	PCOLCE	PGRMC1	PLPP3	POSTN	PRRX1	PTN	RARRES2	SELENOM	SELENOP	SERPINF1	SERPING1	SFRP1	SFRP2	SPARC	SSPN	SYNPO2	TAGLN	TCIM	TFAP2A	TFAP2B	TGFBI	TGM2	THY1	TIMP1	TIMP2	TMEM100	TPM1	TPM2	TWIST1	VIM
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_GLOBOSE_BASAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_GLOBOSE_BASAL_CELLS	CALB2	CKB	COTL1	ELAVL3	ELAVL4	EMX2	FEZF1	GNG8	H2AZ1	H4C3	HES6	HMGN2	JPT1	LHX2	MAP1B	MARCKSL1	MDM1	MEX3A	NEUROD1	NHLH1	PCBP4	PSIP1	PTMA	RBP1	RPRM	RTN1	SOX11	SOX4	STMN1	STMN2	STMN4	TUBA1A	TUBB	TUBB2B	UCHL1
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_IMMATURE_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_IMMATURE_NEURONS	APBB1	APLP1	ARMH4	ATF5	BASP1	BCL11B	BEX1	CADM1	CADPS	CALB2	CALM1	CALM2	CAPS	CARTPT	CASP3	CBX4	CCDC184	CCNI	CDKN2D	CEBPG	CENPV	CKB	CLGN	CNTN4	CRMP1	DAAM1	DCLK1	DCX	DPYSL2	DPYSL3	EBF1	EBF2	EBF3	EBF4	EEF1A2	EFHC1	EFHD1	EFNA3	EFNA5	EFR3B	ELAVL3	ELAVL4	EMX2	EPB41	EPCAM	FAM131C	FAM171B	FSTL5	FXYD6	FZD3	GAP43	GDAP1	GDE1	GDI1	GFY	GNB1	GNB2	GNG8	GTF2I	H2BC21	HRK	IFT27	INA	INSM1	JPT1	KCNQ1OT1	KIF1A	KIF3A	KIF5C	KIFAP3	KLC1	KSR2	LHX2	MAP1B	MAP6	MAPK10	MARCKS	MARCKSL1	MSI2	MYT1L	NBEA	NCAM1	NHLH1	NHLH2	NICOL1	NLRP1	NRXN1	NSG1	OLIG2	PAFAH1B3	PAPOLA	PCDH9	PCLO	PCSK1N	PDAP1	PLEKHB1	PODXL2	PPA1	PRRC2B	PSIP1	RAB6A	RETREG1	RFK	RGMB	RNF182	RTN1	RTN3	RTP1	RUFY3	RUNDC3A	SCG3	SCG5	SCN9A	SDC3	SERPINE2	SNCA	SOX11	SPOCK1	SPOCK2	SSBP2	STMN1	STMN2	STMN3	STMN4	SYT1	SYT11	SYT5	TERF2IP	THUMPD3-AS1	TMPRSS6	TPPP3	TRIB3	TRIM66	TTLL7	TUBA1A	TUBB	TUBB2A	TUBB2B	UCHL1	VAMP2
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MACROPHAGES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MACROPHAGES	AIF1	APOC1	APOE	C15orf48	C1QA	C1QB	C1QC	C3	C3AR1	CCL3	CCL4L2	CD14	CD68	CD74	CD83	CEBPD	CLEC10A	CLEC7A	COTL1	CSF1R	CSF2RA	CST3	CTSS	CX3CR1	CXCL16	CXCR4	CYBA	DUSP1	FCER1A	FCER1G	FCGR2A	FCGR3A	FGL2	FTL	GPR183	GPR34	GRN	HERPUD1	HLA-DMA	HLA-DMB	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQA2	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB5	IFI30	IGSF6	IL1B	ITGB2	LAPTM5	LST1	LY86	MNDA	MS4A6A	MS4A7	MSR1	NPC2	NR4A2	P2RY13	PHACTR1	PLAUR	PLD4	RAB32	RGS1	RGS10	RGS2	RNASE6	RNASET2	SGK1	SLC40A1	SPI1	SRGN	TREM2	TYMP	TYROBP	YWHAH	ZNF331
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MAST_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MAST_CELLS	ACSL4	ADRB2	ALOX5AP	ANKRD28	AREG	ARHGAP18	BIRC3	CAPG	CAVIN2	CCL2	CCL4	CD37	CD44	CD69	CD83	CKLF	CPA3	CREM	CSF1	CTSG	DDIT4	DNAJB1	DUSP2	DUSP6	EGR3	ELF1	EMP3	FCER1A	FCER1G	FTH1	GATA2	GPR65	HDC	HPGD	HPGDS	HSPA1B	IER2	IL1RL1	KIT	LAPTM4A	LIF	LMO4	LTC4S	MAOB	MS4A2	NFKBIA	NFKBIZ	NR4A2	NR4A3	PLAUR	PLIN2	PPP1R15A	PTGS2	RAB27B	RAC2	RGS1	RGS13	RGS2	RHEX	SAMSN1	SDCBP	SELENOK	SGK1	SLC18A2	SLC45A3	SOCS1	SRGN	STX3	TNFAIP3	TPSAB1	TPSB2	TYROBP	VWA5A	ZNF331
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MATURE_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MATURE_NEURONS	ADCY3	ADISSP	AGBL4	APLP1	ARL3	ARPP21	ATF5	ATOX1	ATP1B1	ATP6V1G1	BEX1	C11orf97	C21orf58	C7orf57	CACNB3	CALB2	CALM1	CALM2	CALM3	CAPS	CBX4	CCDC157	CCDC184	CENPV	CETN2	CFAP126	CFAP144	CFAP276	CFAP69	CHGA	CIBAR2	CKB	CLGN	COMMD8	COQ4	COX5B	CUTA	CYB5R1	CYSTM1	DNER	DUSP26	EBF2	EBF3	EFHC1	EFHD1	EFNA3	EFNA5	EFR3B	ELAVL3	EMX2	ENO2	EPCAM	FAIM2	FAM131C	FGF12	FMN2	FSTL5	FXYD6	GABARAPL2	GAP43	GDAP1	GDI1	GFY	GLCCI1	GNAL	GNB1	GNG13	GPX2	H2BC21	HAGHL	HBA1	HTATIP2	IFI27	IFI27L2	IFT27	IGSF10	IGSF8	IMPDH1	IP6K2	JAG1	JAKMIP1	KAT6A	KIF22	KIF3A	KIF9	KIFAP3	KLC2	KSR2	LHX2	LINC00642	LINC01548	LINGO2	LRRIQ1	MAP1B	MAPK10	MGST3	MIEN1	MLF1	MNS1	MORN2	MPZL1	MSI2	MT1F	NCAM1	NDFIP1	NDUFA5	NEFL	NICOL1	NRXN1	NSG1	NXNL2	OAZ2	OLFM1	ORMDL3	OSCP1	P4HTM	PAFAH1B3	PCDH9	PCSK1N	PDE6D	PIGU	PLEKHB1	PODXL2	PPA1	PPP1R1A	PRXL2A	PSAP	PSMC5	QPCT	R3HCC1	RAP1GDS1	REEP1	RETREG1	RFK	RFX8	RIC8B	RNF182	RSPH1	RTN1	RTN3	RTP1	RUFY3	RUNDC3A	SARAF	SCG3	SCGB2A1	SCN9A	SDC3	SELENOT	SERPINE2	SGPL1	SMIM35	SNAP25	SNAPIN	SNCA	SPAG16	SPEF1	SPEF2	SPINT2	SPMIP6	SPOCK1	STMN2	STMN4	STOM	STOML3	SYT1	SYT5	TAGLN3	TERF2IP	TKTL1	TMBIM6	TMPRSS6	TOM1	TPPP3	TRIB3	TSHZ2	TSPAN3	TSPAN7	TTC9B	TTLL7	TUBA1A	TUBB2B	UCHL1	UCP2	VAMP2	WDR54
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MONOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_MONOCYTES	AIF1	C1QA	C1QB	C1QC	CCL3	CCL4L2	CD74	CD83	FCER1A	FCER1G	FGL2	GPR183	HERPUD1	HLA-DMA	HLA-DMB	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB5	IFI30	IL1B	LST1	MNDA	MS4A6A	MS4A7	PHACTR1	REL	RGS1	RGS10	RGS2	SFRP1	SFRP2	SGK1	SRGN	TYROBP
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_NK_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_NK_CELLS	APOBEC3G	ARHGDIB	ARL4C	B2M	BIN2	CCL3	CCL4	CCL4L2	CCL5	CCND3	CD160	CD247	CD48	CD52	CD53	CD69	CD7	CLIC3	CMC1	CORO1A	CST7	CTSW	CXCR4	CYBA	CYRIB	DOK2	DUSP2	EFHD2	EMP3	EVL	FCER1G	FCGR3A	FGFBP2	GNLY	GPR65	GZMA	GZMB	GZMH	GZMM	HCST	HLA-A	HLA-B	HLA-C	HOPX	IFITM2	IL2RB	IL2RG	IL32	ITGB2	KLRB1	KLRD1	KLRF1	LCP1	LIMD2	LSP1	MATK	MYL12A	MYO1F	MYOM2	NKG7	PFN1	PLAAT4	PLAC8	PLEK	PPP2R5C	PRF1	PSMB9	PTGDS	PTPRC	PYHIN1	RAC2	RAP1B	SH3BGRL3	SPN	SPON2	SRGN	TBC1D10C	TMSB4X	TRAF3IP3	TRBC1	TRDC	TYROBP	UCP2	XCL2
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_ENSHEATHING_GLIA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_ENSHEATHING_GLIA	AATK	ABCA8	ALDH1A1	ANGPTL7	AP1S2	APOC1	APOE	APP	ARHGAP15	BEX3	C2orf88	CADM2	CD59	CDH19	CHL1	CHPT1	CLIC4	CLU	CMTM5	CNN3	CNP	CRYAB	CST3	CST5	DBI	DKK3	EDIL3	ERBB3	FADS1	FADS2	FADS3	FOXD3-AS1	FRZB	FXYD1	GAS7	GFRA3	GPM6B	GPR37L1	IFI6	IFITM3	ITGB8	ITIH5	KCNMB4	LGALS1	LGI4	LPL	MARCKS	METRN	MFGE8	MIA	MPZ	MT1E	MT1M	MT2A	MT3	NAT8L	NCAM1	NDRG2	NICOL1	NPY	NR2F1	NRN1	NRXN1	NTRK2	NUDT4	OAF	PCDH9	PDLIM4	PLAC9	PLEKHA4	PLEKHB1	PLP1	PMP2	PMP22	POLR2F	PON2	PRNP	PSAP	PTGDS	PTN	QKI	RARRES2	RGCC	RNASE1	S100A1	S100A10	S100B	SCD	SCN7A	SCN9A	SCRG1	SELENOP	SEMA3B	SEPTIN7	SERPINE2	SLC35F1	SNCG	SOD3	SORBS2	SOX10	SPARC	SPP1	SPTBN1	STMN1	TIMP3	TMEM176A	TMEM176B	TMOD2	TSC22D4	TSPAN8	TTYH1	TUBA1A	VIM	VWA1	ZEB2
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_HORIZONTAL_BASAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_HORIZONTAL_BASAL_CELLS	AQP3	BASP1	BCAM	CTSV	CXCL14	DST	F3	IGFBP5	KRT15	KRT17	KRT5	MEG3	MT1X	MYC	NPPC	S100A2	SOX2	SPINK5	TSC22D1
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_MICROVILLAR_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_OLFACTORY_MICROVILLAR_CELLS	AKR1B1	ALKAL1	ANXA4	APLP2	ASCL3	ATP6V0B	ATP6V1A	ATP6V1G3	AVIL	AZGP1	BIK	BMX	BSND	C15orf48	CD24	CD9	CFTR	CLCNKB	CLDN3	CLGN	CRTAC1	DMRT2	ENC1	EPCAM	FAM3B	FOXI1	GNG13	GNGT1	GOLM1	HEPACAM2	HES6	IGF1	IRAG2	KRT18	KRT7	KRT8	LINC01187	MGST1	PBXIP1	PCP4	QPCT	RARRES2	RASSF6	RGS13	SC5D	SCNN1B	SEMA3C	SLC14A1	SMS	STAP1	TMEM61	TPD52	TUBB2B
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_PERICYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_PERICYTES	A2M	ABCB1	ABCG2	ACKR1	ADGRL4	APOLD1	AQP1	C2CD4B	CALCRL	CAV1	CAVIN1	CAVIN2	CCDC85B	CD34	CD74	CD93	CDKN1A	CLDN5	CLEC14A	CLU	CRIP2	CXCL12	CYYR1	ECSCR	EDN1	EGFL7	EMCN	EMP1	ENG	ESAM	FAM110D	FAM13C	FLT1	FXYD5	GIMAP7	GNG11	HLA-E	ID3	IFI27	IGFBP4	ITM2A	JAM2	KCTD12	KLF2	LIFR	LMCD1	LPAR6	NHERF2	NOSTRIN	NPDC1	PALMD	PCAT19	PECAM1	PLAT	PLVAP	PODXL	PRCP	RAMP2	RAMP3	RDX	RUNDC3B	SELE	SOCS3	SOX17	SOX18	SPARCL1	SPRY1	SPTBN1	TCF4	TGFBR2	THBD	TIMP3	TM4SF1	TM4SF18	TMEM88	TSPAN7	TXNIP	VIM	VWF
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_PLASMA_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_PLASMA_CELLS	CD79A	CYBA	DERL3	FKBP11	HERPUD1	HSP90B1	IGHA1	IGHA2	IGHG1	IGHG3	IGHG4	IGKC	IGLC2	IGLC3	ITM2C	JCHAIN	MZB1	PRDX4	SEC11C	SSR4	TNFRSF17
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_CILIATED_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_CILIATED_CELLS	ADH7	AGR3	AKAP14	ALDH1A1	ALDH3A1	ALDH3B1	ANKUB1	ARL3	ATP5IF1	B9D1	BASP1	C11orf97	C12orf75	CABCOCO1	CAPS	CAPSL	CCDC146	CCDC153	CCDC17	CCDC170	CCDC190	CCDC74A	CCDC78	CCDC80	CD24	CD59	CDHR3	CDS1	CES1	CETN2	CFAP126	CFAP144	CFAP210	CFAP251	CFAP276	CFAP298	CFAP300	CFAP45	CFAP53	CFAP73	CFAP90	CFAP95	CHST9	CIB1	CIBAR2	CIMAP1B	CIMAP3	CIMIP1	CKB	CLXN	CRIP1	CRNDE	CYP4B1	CYSTM1	DHRS9	DMKN	DNAAF1	DNAAF4	DNAH5	DNALI1	DNPH1	DPCD	DPY30	DRC1	DRC3	DYNLL1	DYNLRB2	DYNLT1	DYNLT2B	DYNLT4	ECRG4	EFHC1	ELF3	EPPIN	ERICH3	EZR	FABP6	FAM174A	FAM216B	FAM229B	FAM81B	FANK1	FOXJ1	FXYD3	GDF15	GSTA1	GSTA2	HMGN3	HOATZ	HSBP1	IFT172	IFT25	IFT57	IGFBP2	IK	IQCG	KIF21A	KIF9	LDLRAD1	LINC01571	LRRC10B	LRRC23	LRRC46	LRRIQ1	MLF1	MNS1	MORN2	MORN5	MRPS31	MUC5AC	NME5	NQO1	NUCB2	NUDC	OMG	PIERCE1	PLAC8	POLR2I	PPIL6	PRDX1	PRDX5	PROM1	PSCA	PSENEN	ROPN1L	RRAD	RSPH1	RSPH4A	RSPH9	SAXO2	SCGB2A1	SLC44A4	SMIM22	SNTN	SPA17	SPAG16	SPAG6	SPMIP6	TEKT1	TFF3	TMC5	TMEM190	TPPP3	TSPAN1	TSPAN19	TSPAN6	TSTD1	TUBA1A	TUBA4B	TUBB4B	TXN	UFC1	WDR38	WDR54	ZMYND10
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_COLUMNAR_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_COLUMNAR_CELLS	ALDH3A1	ANXA2	AQP3	AQP5	CD9	CLDN4	CSTB	ELF3	EPAS1	FABP5	HSPB1	KLF5	KRT18	KRT19	KRT23	KRT6A	KRT8	MT1X	NTS	PERP	PRDX1	S100A16	SERPINB3	SERPINB4	SFN	SLC25A5	TACSTD2	TXN
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_EPITHELIAL_CELLS	BPIFA1	BPIFB1	C6orf58	CAPS	DMBT1	IER3	LTF	LYZ	PIGR	PIP	PRB3	SCGB1A1	SLPI	STATH	ZG16B
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_HORIZONTAL_BASAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_HORIZONTAL_BASAL_CELLS	ALDH3A1	ANXA1	ANXA2	AQP3	ATP1B3	CALML3	CD9	CLDN4	ELF3	FXYD3	HSPB1	KLF5	KRT18	KRT19	KRT23	KRT5	KRT6A	KRT8	LYPD3	MT1X	NTS	PERP	PHLDA2	PKM	PRDX1	S100A11	S100A16	S100A2	SERPINB4	SERPINB5	SFN	SLC25A5	TACSTD2
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_SECRETORY_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_RESPIRATORY_SECRETORY_CELLS	ANXA1	BPIFA1	BPIFB1	C6orf58	CD24	CD55	CLDN4	CXCL1	CXCL2	CXCL3	CXCL8	CYP4B1	DMBT1	FDCSP	IVNS1ABP	KRT7	LTF	LYZ	MAFF	NCOA7	NR4A1	ODAM	PIGR	PIP	PRB3	SCGB1A1	STATH	VMP1	ZG16B
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_SUSTENTACULAR_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_SUSTENTACULAR_CELLS	ADH1C	AGR2	AQP5	CLDN10	CLDN4	CXCL1	CXCL17	CXCL8	CYB5A	CYP2A13	ELF3	FAM3D	GSTP1	HPGD	KRT18	KRT19	KRT8	LCN2	LY6D	LYPD2	MGST1	MSMB	MT1G	MT3	MUC1	MUC5AC	NOS2	PI3	PIGR	POR	PRSS23	PSCA	S100A14	S100P	SCGB1A1	SCGB3A1	SEC14L3	SERPINB3	TFF3	TMEM213	TMT1A	TSPAN1	TSPAN8	UGT2A1	VMO1	VSIG2	WFDC2
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_UNSPECIFIED	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_UNSPECIFIED	ALDH3A1	ATP5IF1	CALM1	CALM2	CAPS	CD24	CETN2	CFAP144	CFAP276	CIB1	CIMAP3	CIMIP1	CKB	DYNLL1	DYNLT1	GSTA1	H2AZ1	H4C3	MNS1	MORN2	NQO1	NTS	PIERCE1	PPA1	PRDX1	PRDX5	PTTG1	RSPH1	S100A2	SPMIP6	STMN1	TPPP3	TSPAN1	TUBA1A	TUBA1B	TUBB	TUBB4B
DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_VASCULAR_SMOOTH_MUSCLE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURANTE_ADULT_OLFACTORY_NEUROEPITHELIUM_VASCULAR_SMOOTH_MUSCLE_CELLS	ACTA2	ACTG2	ADAMTS1	ADIRF	ARID5B	ATF3	C11orf96	CALD1	CARMN	CAV1	CAVIN1	CAVIN3	CCL2	CNN1	COL14A1	COX4I2	CRISPLD2	CRYAB	CSRP1	DEPP1	DSTN	EBF1	ECRG4	EFHD1	EGR1	FHL1	FILIP1L	FLNA	FOS	FRZB	GADD45B	GEM	GGT5	GUCY1A1	HIGD1B	HSPA1A	HSPA1B	ID4	IGFBP5	IGFBP7	IRAG1	ISYNA1	JUN	JUNB	KANK2	KLF2	LHFPL6	LMOD1	LPP	MAP1B	MAP3K20	MCAM	MFGE8	MT1M	MT2A	MYH11	MYL6	MYL9	MYLK	NDUFA4L2	NOTCH3	NR2F2	PALLD	PDGFRB	PDLIM3	PLAC9	PLN	PPP1R12A	PPP1R12B	PPP1R14A	PTP4A3	RCAN2	RERGL	RGS16	RGS5	RHOB	SEPTIN7	SOCS3	SOD3	SPARC	SPARCL1	STEAP4	SYNPO2	TAGLN	TCIM	TGFB1I1	THBS1	TIMP3	TINAGL1	TNS1	TPM1	TPM2	ZFP36
FAN_EMBRYONIC_CTX_ASTROCYTE_1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_ASTROCYTE_1	ADCYAP1R1	ADGRV1	ADORA2B	AGT	ALDOC	ANGPTL1	ANOS1	BTBD17	C1QTNF3	CBS	CDC42EP4	CDH4	CHRDL1	CPNE5	CSDC2	CXCL14	CXCR4	CYB5A	DCN	DIO2	DOK5	EEPD1	EFHD2	EMID1	EZR	FABP7	FADS2	FAM107A	FOXG1	FRMD4A	GABRB1	GALNT16	GFAP	GPX3	GRM3	HES4	HEY1	HTR2A	ID1	ID2	ID3	IFI44L	LAMP5	LGALS3	LINC00943	LPCAT1	LRP4	LRRC10B	LRRC3B	LSS	LYN	MLC1	MMP28	MRC2	NCAN	NOG	NPNT	OAF	OLFM2	PAQR8	PAX6	PEA15	PLAGL1	PLEC	PRSS35	RAMP3	RGS20	SFXN5	SIRPA	SLC1A3	SLCO1C1	SOAT1	SPARCL1	SYPL1	TCIM	TM7SF2	TNC	TSKU	VEPH1
FAN_EMBRYONIC_CTX_ASTROCYTE_2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_ASTROCYTE_2	ABCA1	ACKR3	ACSL6	ADGRG1	ADIRF	AHCYL1	AIFM3	AK1	ALCAM	ALDH1L1	ALDOC	ANOS1	APC	APOE	AQP4	ARHGEF26	ASPH	ATP1A2	ATP1B2	B4GAT1	BBOX1	BBS2	BMPR1B	C1orf198	CACHD1	CAMK2G	CAPS	CD44	CDO1	CFAP276	CLU	COL6A1	CPE	CSGALNACT1	CTNNA2	DDAH1	DDIT4	DNER	DST	DTNA	EDNRB	EFEMP1	ENTREP1	ETNPPL	EZR	F3	FAT3	FBLN1	FGFR3	FIBIN	FUT9	GABBR1	GABBR2	GABRG1	GARNL3	GASK1B	GDPD2	GJA1	GJB6	GLUD1	GLUL	GPC5	GRAMD2B	HACD3	HAPLN3	HIF3A	HSD17B6	HTRA1	ID4	IQCA1	ITM2C	ITPR2	KCNN3	KMT2C	LAMA1	LAMA4	LAPTM4A	LGR4	LIFR	LINC00844	LIX1	LUZP2	MACF1	MARCKS	MFGE8	MGST1	MSMO1	MT1E	MT1F	MT1M	MT1X	MT2A	MT3	MYBPC1	NDRG2	NFIA	NFIB	NHSL1-AS1	NPC2	NR2F1	NR2F2	NRCAM	NTRK2	NTSR2	OAT	PBXIP1	PCDH10	PCDH9	PDLIM5	PLPP3	PLSCR4	PLTP	PLXDC2	PMP2	PRODH	PSD2	PTTG1IP	RAMP1	RIC3	RIDA	RORA	S1PR1	SDC2	SEMA6D	SERPINE2	SESN3	SH3GL2	SLC15A2	SLC1A2	SLC1A4	SLC25A18	SLC39A12	SLC3A2	SLC4A4	SLC7A11	SLITRK2	SOX2	SPATS2L	SPMIP6	SPOCK2	SPON1	SSPN	ST8SIA1	TFPI	TIMP3	TMEM47	TMT1A	TPPP3	TRIL	TTYH1	VCAM1	VSIR	WLS	ZFYVE21
FAN_EMBRYONIC_CTX_BIG_GROUPS_BRAIN_ENDOTHELIAL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BIG_GROUPS_BRAIN_ENDOTHELIAL	AAMDC	ABCB1	ABCG2	ABLIM1	ACTN1	ACTN4	ACVRL1	ADA	ADCY4	ADGRF5	ADGRL4	AEBP1	AFAP1L2	AGRN	ANPEP	ANXA1	APCDD1	APLNR	APOLD1	ARHGAP18	ARHGAP29	ATP1A2	B2M	BGN	BHLHE40	BSG	BST2	C1orf54	CA2	CA4	CALD1	CAPN2	CAST	CAV1	CAV2	CAVIN1	CAVIN2	CAVIN3	CCDC3	CD248	CD320	CD34	CD82	CD9	CD93	CDC42EP1	CDH11	CDH5	CDH6	CERS2	CETP	CGNL1	CLDN5	CLEC11A	CLEC14A	CLEC3B	CLIC1	CLIC4	CNN2	COBLL1	COL18A1	COL1A2	COL3A1	COL4A1	COL4A2	COL5A2	COL6A1	COL6A2	COLEC12	COX7A1	CPD	CRIP1	CRIP2	CSPG4	CYB5A	CYTH3	CYTOR	CYYR1	DCN	DIPK2B	DLC1	DNAJC1	DOCK6	DPEP1	DUSP6	EBF1	ECE1	ECM1	ECSCR	EDNRA	EFEMP2	EFNA1	EGFL7	EMCN	EMP2	ENG	EPAS1	EPSTI1	ERG	ESAM	ESYT2	ETS1	ETS2	EVA1B	FERMT2	FHL3	FKBP1A	FKBP9	FLI1	FLNA	FLT1	FN1	FOXC1	FOXF2	FOXQ1	FOXS1	FRZB	FSTL1	FXYD5	GALNT18	GGT5	GIMAP7	GJA4	GMDS	GNG11	GOLIM4	GPCPD1	GPER1	GSDMD	H2AJ	HAPLN3	HEG1	HES1	HIGD1B	HLA-A	HLA-E	HLA-H	HOPX	HSPA12B	HYAL2	ID1	ID3	IFI27	IFI35	IFI44L	IFI6	IFITM1	IFITM2	IFITM3	IGFBP4	IGFBP7	IL32	ILK	IQGAP1	ISG15	ISYNA1	ITGA1	ITGA5	ITGB1	ITIH5	ITM2A	JAG1	JAK1	JAM2	JCAD	KANK2	KCNJ8	KDR	KLF4	LAMA2	LAMA4	LAMB1	LAMB2	LAMC1	LAMC3	LAPTM4A	LEF1	LGALS1	LHFPL6	LMNA	LMO2	LTBR	LXN	LY6E	MAP4K2	MCAM	MECOM	MFAP2	MFSD2A	MGLL	MGST2	MMP28	MSRB3	MT1E	MT2A	MYCT1	MYH9	MYL12A	MYL9	MYLK2	MYO1B	MYO1C	MYO6	NAMPT	NDUFA4L2	NECTIN2	NHERF1	NHERF2	NID1	NID2	NKD2	NOSTRIN	NOTCH1	NOTCH3	NOTCH4	NR2F2	NR3C1	OAS2	PALD1	PAPSS2	PARVA	PCAT19	PCDH12	PCDH18	PCOLCE	PDE7B	PDE8A	PDE8B	PDGFB	PDGFRB	PDLIM2	PDXK	PDZD2	PECAM1	PELO	PGF	PHACTR2	PLAC9	PLAT	PLCE1	PLOD1	PLXDC1	PLXND1	PMEPA1	PMP22	PODXL	POMP	PON2	PPIC	PPP1R14A	PRCP	PRELP	PRKCH	PROCR	PRXL2A	PSMB8	PTPRB	PXN	QPCT	RAMP2	RAPGEF4	RAPGEF5	RASGRP3	RBMS3	REEP3	RELL1	RGCC	RGS3	RGS5	RHOA	RHOC	RHOJ	RNASE1	ROBO4	RRAS	RSU1	S100A10	S100A13	S100A16	S1PR3	SAMM50	SCARB1	SCARF1	SELENOM	SEMA5A	SERPINB6	SERPING1	SERPINH1	SERTAD1	SH2D3C	SIPA1	SLC12A2	SLC12A7	SLC16A1	SLC20A2	SLC2A1	SLC2A3	SLC38A3	SLC38A5	SLC39A10	SLC39A8	SLC3A2	SLC40A1	SLC43A3	SLC52A2	SLC6A12	SLC7A1	SLC7A5	SLC7A8	SLCO2A1	SMTN	SNRK	SORBS3	SPARC	SRARP	STARD13	STAT1	STING1	STOM	STRA6	SYPL1	TACC1	TAGLN2	TCN2	TEK	TES	TESC	TFPI	TFRC	TGFB1I1	TGFBR2	TGM2	THSD1	TIE1	TIMP1	TIMP3	TJP1	TM4SF1	TM4SF18	TMEM109	TMEM204	TMEM50B	TMEM88	TNFAIP8L1	TNS1	TPM2	TPM4	TSPAN9	TTYH2	TUBB6	UACA	UNC5B	UTRN	VAMP5	VCL	VIM	VWA1	VWF	WFS1	WWTR1	XAF1	YES1	ZEB1	ZIC2	ZNF366
FAN_EMBRYONIC_CTX_BIG_GROUPS_BRAIN_IMMUNE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BIG_GROUPS_BRAIN_IMMUNE	ABI3	ACAP1	ADD3	ADGRE5	AKNA	ANXA1	ANXA11	ARHGAP15	ARHGAP45	ARHGAP9	ARHGDIB	ARHGEF1	ARPC1B	ARPC2	B2M	BIN2	BTN3A2	CARD16	CCND3	CD37	CD3E	CD44	CD48	CD52	CD69	CD7	CD74	CD96	CIB1	CLEC2B	CLEC2D	CLIC1	CNN2	CORO1A	CRIP1	CSK	CYTIP	DENND2D	DNAJB1	DOK2	DUSP1	DUSP2	EEF1D	ELF1	EMP3	ETS1	EVI2B	FCER1G	FCMR	FERMT3	FOS	FXYD5	FYB1	GADD45B	GIMAP4	GIMAP7	GMFG	GPSM3	GZMA	HCLS1	HCST	HLA-A	HLA-B	HLA-C	HLA-DRA	HLA-DRB1	HLA-E	HLA-F	HLA-H	ICAM3	IFITM1	IFITM2	IFITM3	IL16	IL2RG	IL32	IQGAP1	IRF1	ISG15	ISG20	ITGAL	ITGB2	JUNB	KLF2	LCK	LCP1	LIMD2	LITAF	LRRFIP1	LSP1	LTB	LY6E	LY9	MBNL1	MSN	MYH9	MYL12A	NEAT1	PFN1	PIP4K2A	PLAAT4	PLAC8	PRR13	PSMB8	PSMB9	PSME1	PSME2	PTPN6	PTPRC	PTPRCAP	PVRIG	RAC2	RAP1B	RCSD1	RHOH	RIPOR2	RNF213	RPL13A	RPL28	S100A10	S100A11	S100A4	S100A6	SELL	SEPTIN1	SERF2	SH2D1A	SH3BGRL3	SKAP1	SP100	SP110	SRGN	STK10	STK17B	SYTL1	TAGAP	TAGLN2	TAPBP	TBC1D10C	TMC8	TSC22D3	TXNIP	UCP2	UTRN	VAMP8	XAF1	ZFP36	ZFP36L2
FAN_EMBRYONIC_CTX_BIG_GROUPS_CAJAL_RETZIUS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BIG_GROUPS_CAJAL_RETZIUS	ABCA17P	ABLIM1	ACHE	ACKR1	ACLY	ACOT7	ACSL4	ACYP2	ADAM12	ADAMTS2	ADARB1	ADCYAP1	ADM2	ADRA2C	AGPAT1	AGPAT2	AGTR1	AHNAK	AIM2	AKAP1	ALDOA	AMIGO2	ANGPT1	ANKRD29	ANTKMT	ANXA6	APLP2	ARHGAP22	ARHGDIG	ATF5	ATP13A2	ATP1A3	ATP5F1A	ATP5F1B	ATP5F1C	ATP5F1E	ATP5IF1	ATP5MC1	ATP5MC3	ATP5ME	ATP5MK	ATP5PD	ATP6AP1	ATP6V0B	ATP6V0C	ATP6V0E2	ATP6V1A	ATP6V1E1	ATP6V1G2	ATP6V1H	B3GNT4	B4GAT1	BAIAP2	BCAP31	BCAR3	BEX2	BNIP3	BRINP3	C11orf87	C1QTNF3	C1orf122	C1orf53	C7	CA2	CABP7	CACNA2D3	CALB2	CALM3	CALY	CAMK2D	CAPN1	CAPN8	CASZ1	CBLN1	CBLN4	CCDC13	CCDC85A	CCDC88C	CD164L2	CD47	CDH1	CDH18	CDH4	CDIP1	CDK14	CDKN1A	CEND1	CHGB	CHST2	CKMT1A	CKMT1B	CLCF1	CLEC2L	CLSTN1	CLSTN2	CLU	CLUL1	CMC2	CNGA3	CNTNAP1	CNTNAP2	COL18A1	COL6A1	COPS7A	COPS8	COX14	COX4I1	COX5A	COX5B	COX6A1	COX6C	COX7A1	COX7B	COX7C	COX8A	CPE	CPEB1	CPM	CPNE9	CRABP2	CRACR2B	CRYAB	CTNNB1	CXXC5	CYB561	CYB5A	CYB5R3	CYCS	CYGB	CYP26A1	CYP3A5	CYP4X1	CYSTM1	DDAH1	DDT	DEFB1	DEGS1	DEGS2	DHCR7	DHRS11	DIABLO	DIRAS2	DMRT3	DMRTA2	DNAJC12	DNER	DUBR	DUSP23	EBF3	EBP	ECEL1	EFNA3	EGFLAM	ELAPOR1	EMX2	EMX2OS	ENO2	ENTPD3	EPDR1	EPHA8	EPPK1	ERICH5	F12	FAIM2	FAM118A	FAM162A	FAM167A	FANK1	FBLN1	FBLN2	FBXO2	FCER1A	FDPS	FKBP2	FKBP9	FNDC5	FRMPD1	FST	FSTL4	FSTL5	G6PC3	GABRG1	GADD45A	GALR2	GAP43	GARIN5A	GAS6	GCHFR	GDF5	GFRA2	GGH	GHITM	GHRH	GNAL	GNG12	GNG3	GOT1	GPI	GPR153	GPR37	GPR6	GREM2	GRM2	GSG1L	GSTP1	GSTT1	GUK1	HAGH	HHATL	HIGD1A	HINT1	HK1	HLA-A	HMGCS1	HPCAL1	HS6ST2	HSD17B12	HSPA12A	HSPB2	HSPB8	HTR5A	HYAL3	IGFBP5	IGSF9	INAFM1	INSIG1	INSM2	IRF6	ISOC1	ISOC2	ITGA11	ITGA4	ITM2C	IZUMO4	KCNIP4	KCNK4	KIAA0930	KIAA1217	KIF5C	KLC1	KLHL13	KRT16P3	KRT222	L1CAM	LAPTM4A	LDHB	LGALS1	LHFPL6	LHX1	LHX3	LHX5-AS1	LINC00316	LINC00581	LINC00668	LINC00871	LINC01133	LINC01990	LINGO2	LSAMP	LSM4	LTB4R	LY6E	LY6H	LYNX1	MAB21L1	MAOA	MAP1A	MAP1LC3A	MAP1LC3B	MAP4	MAP7D2	MARCHF1	MARCKSL1	MAST4	MDH1	ME1	MECR	MFAP2	MFSD4A	MGST3	MICOS10	MMP15	MRAP2	MRPL41	MSMO1	MXRA5	MXRA7	MYH14	NAA38	NACC2	NALF1	NAP1L5	NCDN	NCOA7	NCS1	NDNF	NDRG4	NDUFA1	NDUFA11	NDUFA12	NDUFA13	NDUFA8	NDUFA9	NDUFAB1	NDUFB3	NDUFB6	NDUFB7	NDUFB8	NDUFB9	NDUFS8	NEFH	NEFL	NEFM	NELL1	NHLH2	NIPAL3	NIPSNAP3A	NOL3	NPB	NPTXR	NQO1	NRN1	NSG1	NTRK1	NUPR1	NUPR2	OAF	OLFM1	OPCML	OTOS	PARD3	PCBP3	PCMT1	PCOLCE2	PCP4	PCP4L1	PCSK1	PCSK1N	PDE4B	PEG3	PERP	PFKP	PGAM1	PGF	PGRMC2	PHEX-AS1	PHLDA3	PIDD1	PIN1	PKM	PKP1	PKP2	PLCB4	PLCL1	PLD1	PLD3	PLOD2	PLPP2	PLSCR4	POLR2L	PPARGC1A	PPL	PPP2R1A	PRAF2	PRDX2	PRDX5	PRKAG2	PRKAG2-AS1	PRKAR1A	PRPH	PSMA7	PTPRN	PTPRN2	PTPRU	PYGB	QPCT	RAB11FIP2	RAB37	RAB3A	RAB6B	RALYL	RASSF6	RBMS1	RCAN1	RCAN2	REEP2	RELN	RGMA	RHBDD2	RHEB	ROGDI	RSPO2	RSPO3	RTBDN	RTL8C	S100A16	SAA1	SCARA3	SCG2	SCG5	SCGB1D1	SCGB1D2	SCN4B	SCOC	SDSL	SEC61A2	SELENOW	SERTM1	SEZ6L	SEZ6L2	SHISA2	SLC17A6	SLC18A3	SLC22A15	SLC25A4	SLC25A5	SLC27A6	SLC2A6	SLC35F2	SLC41A3	SMIM29	SNAP25	SNCA	SNCB	SNRNP25	SOD1	SPINK5	SPINT2	SPOCK2	SPRYD3	ST6GALNAC2	ST6GALNAC3	ST6GALNAC5	STK32A	STK32C	STMN3	STPG1	STS	STX1A	SUSD1	SUSD4	SV2B	SYNGR3	SYP	TAGLN2	TANK	TCTA	THAP4	THSD7A	THSD7B	TIMM17A	TM7SF2	TMCO3	TMEM130	TMEM14A	TMEM151A	TMEM163	TMEM229A	TMEM238L	TMEM255B	TMEM45A	TMEM47	TMEM50B	TMEM59L	TNFRSF11A	TOLLIP	TP73	TPBG	TPI1	TPRG1L	TRH	TSPAN3	TSPAN33	TSPAN9	TSPO	TSTD1	TUBA4A	TUBB4B	TUSC3	TXN	TXNL4A	UBASH3B	UBE2E2	UQCR10	UQCR11	UROS	VAT1	VAT1L	VEGFB	VSTM4	WFIKKN2	WIF1	WNT4	WRAP73	ZIC2	ZIC5	ZNF488	ZNF503	ZNF503-AS2
FAN_EMBRYONIC_CTX_BIG_GROUPS_EXCITATORY_NEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BIG_GROUPS_EXCITATORY_NEURON	ACTN2	ADCY1	ARPP21	BHLHE22	CACNA2D1	CACNG8	CAMK2B	CAMKV	CCBE1	CSRP2	DOCK9	DOK5	DYNC1I1	ENC1	EPHB6	FBXW7	GOLGA8B	GRIA2	ICA1L	LHX2	LINC00342	LINC01102	MAP6	MEIS2	MIAT	MLLT3	NELL2	NEUROD2	NEUROD6	PANTR1	PCLO	PLXNA2	PLXNA4	POU3F2	PPP2R2B	PRRT2	R3HDM1	RBFOX1	SATB2	SCN2A	SEMA3C	SEZ6	SLA	SRCIN1	SYBU	SYT5	ZBTB18
FAN_EMBRYONIC_CTX_BIG_GROUPS_GLIAL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BIG_GROUPS_GLIAL	AASS	ADD3	ADGRG1	AIF1L	ALDOC	ANXA5	ARHGEF26	ARL6IP1	ATP1A2	ATP1B2	BCAN	BCHE	BMP7	BTBD17	BTG3	CADM2	CBR1	CCDC80	CD63	CD9	CKB	CLU	CNN3	CPE	CST3	CXCL14	CYP51A1	DAD1	DAG1	DBI	DCXR	DDAH1	DHCR7	DNER	DTNA	EDNRB	ENO1	EPN2	ETV1	F3	FABP5	FABP7	FHL1	FIBIN	GATM	GCSH	GPM6B	GRHPR	GRID2	HACD3	HAPLN1	HEY1	HOPX	IDH1	IDI1	IFI27L2	ITGB8	ITM2C	LAPTM4B	LDHB	LIMA1	LITAF	LRPAP1	LRRTM3	LUZP2	LYPD1	MDK	MFGE8	MIR9-1HG	MLC1	MSMO1	MT2A	MT3	MYO10	MYO6	NDRG2	NKAIN4	NOVA1	NTM	NTRK2	OAT	OLIG1	PDE4B	PHGDH	PLPP3	PMP2	PON2	PRCP	PRNP	PRXL2A	PSAT1	PTN	PTPRZ1	PTTG1IP	RAB31	RAMP1	RCN1	RDH11	RFX4	RHOC	RTN3	S100A16	S100B	SCD	SCRG1	SEC11C	SEMA6A	SERPINE2	SHISA4	SIGMAR1	SLC1A2	SLC1A3	SLITRK2	SNX3	SOX2	SPON1	SRI	TAOK3	TIMP1	TM7SF2	TMBIM6	TMEM9B	TNC	TPI1	TRIB2	TSC22D4	TSPAN3	TSPAN6	TSPAN7	TTYH1	TXNDC12	VIM	WSCD1
FAN_EMBRYONIC_CTX_BIG_GROUPS_INHIBITORY	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BIG_GROUPS_INHIBITORY	CXCR4	DCX	DLX1	DLX2	DLX5	ERBB4	GAD1	PDE4DIP	PFN2	PLS3	SOX2-OT	TCF4
FAN_EMBRYONIC_CTX_BIG_GROUPS_MICROGLIA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BIG_GROUPS_MICROGLIA	A2M	ABCG2	ABI3	ACY3	ADAM28	ADAM9	ADAP2	ADORA3	ADRB2	AIF1	ALOX5AP	ANXA5	AOAH	AP1B1	APBB1IP	APLP2	APOC1	APOE	APPL2	ARHGAP4	ARHGDIB	ARPC1B	ARPC3	ARRB2	ASAH1	ATP6V0B	ATP6V0E1	ATP8B4	B2M	B3GNT5	BCAP31	BHLHE41	BIN1	BIN2	BLNK	BST2	BTG2	C12orf75	C1QA	C1QB	C1QC	C2	C3	C3AR1	CALR	CAP1	CAPZB	CASP1	CCL3	CCL4	CCND1	CCR1	CD14	CD164	CD300A	CD36	CD37	CD4	CD53	CD68	CD74	CD81	CD83	CD84	CD86	CEBPD	CH25H	CHCHD7	CIAO2A	CKS2	CMTM6	CMTM7	CNPY3	COLGALT1	CORO1A	COTL1	CPED1	CPVL	CREG1	CRYBB1	CSF1R	CSF3R	CTSB	CTSC	CTSD	CTSH	CTSL	CTSS	CX3CR1	CXCL16	CYBA	CYBB	CYFIP1	CYTH4	DAB2	DAGLB	DDIT4	DEGS1	DHRS3	DHRS9	DNAJB1	DNASE2	DOCK2	DOCK4	DOCK8	DPP7	DUSP1	EGFL7	EGR1	ELF1	ENTPD1	EPB41L2	EVI2A	EVI2B	FCER1G	FCGR1A	FCGR1BP	FCGR1CP	FCGR2A	FCGR3A	FCGRT	FGD2	FMNL3	FOLR2	FOS	FOSB	FPR1	FYB1	GAA	GADD45B	GAL3ST4	GAS6	GATM	GGTA1	GIMAP4	GLIPR1	GLRX	GLUL	GM2A	GMFG	GNB4	GNG5	GNG7	GPN3	GPR183	GPR34	GPSM3	GPX1	GRN	GSN	GYPC	H1-2	H2AJ	HAVCR2	HCK	HCLS1	HCST	HERPUD1	HEXA	HHEX	HLA-B	HLA-C	HLA-E	HMOX1	HPGDS	HSPA1A	HSPA1B	HSPA5	HSPB1	HTRA1	HVCN1	IER2	IER3	IFI16	IFI30	IFNGR1	IGF1	IGSF6	IKZF1	IL10RA	IL13RA1	IL17RA	IL6R	IL6ST	INPP5D	IPCEF1	IRAG2	IRF8	ITGAM	ITGAX	ITGB2	ITM2B	ITPR2	JUN	JUNB	KCTD12	KLF2	LAIR1	LAMP2	LAP3	LAPTM5	LAT2	LCP1	LGALS9	LGMN	LHFPL2	LILRB4	LIMS1	LINC00996	LINC02256	LINC02712	LIPA	LPAR5	LPAR6	LPCAT2	LST1	LTC4S	LY86	LY96	LYN	LYST	MAF	MAN2B1	MED12L	MEF2A	MERTK	MFSD1	MGAT4A	MGST2	MILR1	MIS18BP1	MKNK1	MNDA	MPEG1	MRC1	MROCKI	MS4A7	MYO1F	NAA20	NAGA	NAIP	NCF4	NCKAP1L	NEAT1	NFE2L2	NFKBIA	NFKBIZ	NINJ1	NPC2	NPL	OAS1	OLFML3	OLR1	OSTF1	OTUD1	OTULINL	P2RX4	P2RY12	P2RY13	PARVG	PDGFB	PDK4	PDPN	PFN1	PIH1D1	PLA2G15	PLD3	PLD4	PLEK	PLVAP	PLXDC2	POLD4	PPP1R15A	PPP1R18	PPT1	PRR13	PSAP	PTAFR	PTGS1	PTPN6	PTPRC	PTPRE	PYCARD	RAB3IL1	RB1	RCSD1	REEP4	RGS1	RGS10	RGS19	RGS2	RHBDF2	RHOB	RHOG	RIN2	RNASE6	RNASET2	RNF130	RNF213	RUBCNL	S100A11	SALL1	SAMSN1	SAT1	SCAF11	SCAMP2	SELPLG	SERF2	SERP1	SERPINA1	SERPINB6	SERPINB9	SERPINF1	SFMBT2	SIGLEC10	SIGLEC8	SIRPA	SKAP2	SLC1A3	SLC29A3	SLC7A7	SLC7A8	SLC9A9	SLCO2B1	SOCS6	SORL1	SP100	SPP1	SRGN	ST6GAL1	STAB1	STING1	STOM	SUSD3	SYK	SYNGR2	TAGAP	TAL1	TAPBP	TBXAS1	TCIRG1	TFEC	TGFBR2	TLN1	TLR10	TLR4	TLR7	TMBIM4	TMEM119	TMEM35B	TMEM52B	TMIGD3	TMT1A	TNFRSF1A	TNFRSF1B	TPP1	TREM2	TYROBP	UCP2	VAMP8	VDAC1	VMP1	VSIG4	VSIR	WASF2	XAF1	XBP1	ZFHX3	ZFP36	ZFP36L1	ZFP36L2
FAN_EMBRYONIC_CTX_BRAIN_B_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BRAIN_B_CELL	ACAP1	ADD3	AFF3	ALOX5	ARHGAP15	ARID5B	ATP2A3	BANK1	BCL7A	BIRC3	BMS1P20	BTG1	CD19	CD22	CD37	CD47	CD48	CD52	CD55	CD69	CD72	CD74	CD79A	CD79B	CLEC2D	CORO1A	CRIP1	CXCR4	CYB561A3	CYTIP	EBF1	EEF1D	ELF1	FCMR	FCRL1	FCRL2	FCRLA	GAS5	GPR18	HLA-A	HLA-B	HLA-C	HLA-DMA	HLA-DMB	HLA-DPA1	HLA-DPB1	HLA-DQA2	HLA-DQB1	HLA-DRA	HLA-DRB1	IGLL5	IKZF3	IL2RG	ISG20	KIAA0040	LIMD2	LINC00926	LINC01781	LSP1	LTB	LY9	MS4A1	MZB1	NCF1	NCF1C	NIBAN3	P2RX5	PAX5	PCNP	PDE4B	PDLIM1	PIM2	PLAC8	PLEKHA2	PPP1R14A	PSMB9	PSME1	PSME2	PTPN6	PTPRCAP	QRSL1	RAC2	RALGPS2	RHOH	RIPOR2	RPL13A	SEPTIN1	SEPTIN6	SLC38A1	SMIM14	SP110	SP140	SPIB	SWAP70	SYTL1	TAGLN2	TCL1A	TTN	TXNIP	UTRN	VPREB3
FAN_EMBRYONIC_CTX_BRAIN_EFFECTOR_T_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BRAIN_EFFECTOR_T_CELL	ABI3	ACAP1	ADAM8	ADGRE5	AKNA	APOBEC3G	ARHGEF3	ARID5A	ARPC5L	BTG1	BTN3A2	CARD16	CCL4	CCND3	CD160	CD244	CD247	CD3E	CD44	CD48	CD69	CD7	CD96	CDC42SE2	CHST12	CLEC2B	CLIC1	CLIC3	CMC1	CORO1A	CRIP1	CST7	CTSW	CYTIP	DENND2D	DGUOK	DOK2	DUSP2	EMP3	EOMES	FGFBP2	FGR	FKBP11	FYN	GIMAP4	GIMAP7	GMFG	GPR65	GZMA	GZMB	GZMH	HCST	HLA-A	HLA-B	HLA-C	HLA-F	HLA-H	HOPX	HSH2D	ICAM3	ID2	IFITM1	IFITM2	IL18RAP	IL2RB	IL2RG	IQGAP1	IQGAP2	IRF1	ITGAL	KLRB1	KLRC1	KLRC3	KLRD1	KLRF1	LAIR2	LCK	LCP1	LIMD2	LINC00861	LITAF	LSP1	LY6E	MSN	MYL12A	NHERF1	NKG7	PIP4K2A	PLAAT4	PLAC8	PLEK	PRF1	PRKACB	PRKCH	PSMB9	PTPN4	PTPRC	PTPRCAP	PVRIG	PYHIN1	RAC2	RAP1B	RASSF5	RIPOR2	RUNX3	S100A4	S1PR5	SAMD3	SEPTIN1	SEPTIN6	SH2D1A	SH2D1B	SH2D2A	SKAP1	SLAMF7	SPON2	SRGN	STAT4	STK10	STK17B	SYNE1	SYTL1	TARP	TBC1D10C	TMEM71	TSEN54	TSTD1	TXK	TXNIP	XCL1	XCL2	ZAP70
FAN_EMBRYONIC_CTX_BRAIN_ENDOTHELIAL_1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BRAIN_ENDOTHELIAL_1	ABCB1	ABHD17A	ABLIM1	ABLIM3	ACE	ACTN4	ACVR1	ACVRL1	ADAM15	ADCY4	ADGRF5	ADGRL2	ADGRL4	ADM	AFAP1L1	AFAP1L2	AFDN	AHNAK	AIF1L	ALPL	ANGPT2	ANXA1	APCDD1	APLNR	APOL4	APOLD1	ARAP3	ARHGAP18	ARHGAP29	ARHGEF15	ARL2	ATP10A	AXIN2	BBS9	BCL6B	BCR	BEX3	BHLHE40	BLCAP	BMPR2	BSG	BST2	C12orf57	C1orf115	C1orf54	CA2	CA4	CALCRL	CAPN2	CARHSP1	CAV1	CAV2	CAVIN1	CAVIN2	CAVIN3	CCDC141	CCDC186	CCN1	CD151	CD200	CD27	CD320	CD34	CD82	CD9	CD93	CDA	CDC42EP1	CDC42EP4	CDH11	CDH2	CDH5	CDH6	CEP112	CETP	CGNL1	CHST12	CLDN5	CLEC14A	CLEC2B	CLEC3B	CLIC1	CLIC4	CLIC5	CLTB	CNN3	COBLL1	COL5A2	COL6A2	COX7A1	CPD	CRIP2	CSRP1	CSRP2	CTHRC1	CYB5A	CYB5R3	CYYR1	D21S2088E	DACH1	DEGS2	DGAT1	DIPK1B	DIPK2B	DLC1	DLL4	DNAJC1	DNPEP	DOCK9	DOK4	DPEP1	DSP	DSTN	EBF1	ECE1	ECM1	ECSCR	EDN1	EFNA1	EFR3B	EGFL7	ELN	EMCN	EMP2	ENG	EPAS1	ERG	ESAM	ESYT2	FAM171A1	FAM43A	FHL3	FKBP1A	FKBP9	FLNB	FLT1	FLT4	FN1	FOXC1	FOXF1	FOXF2	FOXQ1	FRY	FSTL1	FXYD5	FZD4	FZD6	GADD45A	GALNT18	GBP4	GDPD5	GGT5	GIMAP7	GJA1	GNG11	GPCPD1	GPD1L	GRPEL2	HAPLN3	HDAC7	HEG1	HES1	HEY1	HID1	HIP1R	HMCN1	HOPX	HPCAL1	HSPA12B	HYAL2	ID1	ID3	IFI27	IFI35	IFI44	IFI44L	IFI6	IFIT1	IFITM1	IFITM3	IFNAR2	IGF1R	IGF2BP2	IGFBP2	IGFBP4	IGFBP7	IL32	IMPDH1	INSR	ISG15	ITGA5	ITGA6	ITM2A	ITPR3	JAM2	JCAD	JUP	KANK3	KDR	KIAA1671	KITLG	KLF4	KLHL5	LAMA4	LAMA5	LAMB1	LAMB2	LAMC1	LAPTM4A	LAPTM4B	LDLRAD3	LEF1	LIFR	LIMS2	LMCD1	LMO2	LRATD1	LRP8	LRRC17	LSR	LXN	LY6E	MAGED2	MAGI1	MALT1	MANSC1	MAOA	MAP4K2	MATN2	MDK	MECOM	MEGF6	MFAP2	MFSD2A	MGST2	MICALL2	MLEC	MMP25	MMP28	MMRN2	MOB2	MSRB3	MT1E	MT1F	MT1X	MT2A	MX1	MYCT1	MYH10	MYLK2	MYO10	MYO1B	MYO6	MYORG	NAMPT	NECTIN2	NEIL1	NES	NHERF2	NIBAN2	NID1	NID2	NKD2	NOS3	NOSTRIN	NOTCH1	NOTCH4	NPDC1	NPIPB3	NQO1	OCIAD2	OCLN	OXR1	PALMD	PAM	PARP12	PARVA	PCAT19	PCBD1	PCDH12	PDE4B	PDLIM2	PDXK	PECAM1	PELO	PFKL	PGRMC1	PHLDB1	PIK3R6	PKP4	PLAAT3	PLCB4	PLEKHG1	PLK2	PLLP	PLS3	PLXND1	PODXL	POMP	PON2	PPA1	PPFIBP1	PPIC	PPM1H	PRCP	PREX2	PRKCH	PROCR	PROM1	PRSS12	PRXL2A	PRXL2B	PTP4A3	PTPRB	PTPRG	PTPRM	PXDN	PXN	QPCT	RAI14	RAMP2	RAPGEF4	RAPGEF5	RASGRP3	RASIP1	RBP1	RELL1	RFTN2	RGCC	RGS3	RHOC	RHOJ	ROBO4	RPS6KA2	RRAGA	RUNDC3B	S100A10	S100A13	S100A16	S1PR1	SAMM50	SCARB1	SEMA3G	SEMA6A	SERINC5	SERPINH1	SESTD1	SH2D3C	SHC2	SLC14A1	SLC16A1	SLC16A14	SLC16A2	SLC1A4	SLC2A1	SLC2A3	SLC31A1	SLC38A3	SLC38A5	SLC39A10	SLC39A8	SLC3A2	SLC52A2	SLC5A6	SLC7A1	SLC7A11	SLC7A5	SLC7A8	SLCO1A2	SLCO2A1	SMAD1	SMAGP	SMG1P2	SMTN	SNTB2	SORBS1	SORBS3	SOX17	SOX18	SOX7	SPARC	SPARCL1	SPINK8	SPOCK2	SPTBN1	SRARP	ST6GALNAC1	STARD4-AS1	STRA6	STX3	STXBP1	SULT1C4	SVIL	SVIP	TAGLN2	TBX3	TCF4	TCN2	TDRP	TEK	TFRC	TGM2	THSD1	TIE1	TIMP1	TJP1	TLE1	TM4SF1	TM4SF18	TMEM204	TMEM45B	TMEM50B	TMEM88	TMTC4	TNS2	TPM4	TRIM16	TSC22D1	TSPAN5	TSPAN6	TSPAN9	TTN	TTYH2	TUBB6	TUSC3	UNC5B	USHBP1	UTRN	VAMP5	VIM	VWA1	VWA2	VWF	WFS1	WWTR1	YES1	ZDHHC9	ZIC2	ZIC3	ZNF366
FAN_EMBRYONIC_CTX_BRAIN_ENDOTHELIAL_2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BRAIN_ENDOTHELIAL_2	AASS	ABCC9	ACTN1	ADA	ADAM12	ADAM33	ADGRD1	ADORA2B	AEBP1	AGRN	AK1	AKAP12	AKIRIN1	AMOTL1	AMOTL2	ANGPTL4	ANPEP	ANXA2	ANXA6	APOD	ARHGAP10	ARHGAP29	ARHGAP42	ARHGEF12	ARHGEF17	ATP1A2	ATP1B2	ATP5F1D	BCHE	BGN	BMP1	C11orf96	C12orf57	CA4	CALD1	CAVIN3	CCDC102B	CCDC3	CCDC80	CCR10	CD151	CD248	CD9	CDC42BPA	CDC42EP1	CDH11	CDH6	CFAP20	CFH	CLEC11A	CNN3	COL18A1	COL1A2	COL3A1	COL4A1	COL4A2	COL5A2	COL6A1	COL6A2	COL9A1	COLEC12	COX7A1	COX7B	CPE	CPPED1	CRIP1	CRIP2	CSAG1	CSPG4	CTNNBL1	CTTN	CYC1	CYTH3	CYTOR	DCN	DENND2B	DGKH	DLC1	DMD	DOCK6	DPY19L2	EBF1	ECE1	ECM1	ECM2	EDNRA	EFEMP2	EHD2	EMP2	EPAS1	EPB41L1	EPN2	EPS8	F2R	FAM162B	FAM20A	FARP1	FBLN1	FERMT2	FLNA	FN1	FOXF2	FOXS1	FRMD6	FRZB	FSTL1	FXYD6	GALNT18	GGT1	GGT5	GJA4	GJC1	GMDS	GNG11	GNG12	GOLIM4	GPER1	GPM6B	GPRC5C	GRM3	GUCY1A1	GUCY1A2	GUCY1B1	HCFC1R1	HES1	HES4	HEY2	HEYL	HIGD1B	HTRA3	IFITM1	IFITM3	IGFBP7	ILK	INPP4B	ISYNA1	ITGA1	ITGA11	ITGA4	ITGB1	ITIH5	ITPR1	ITSN1	JAK1	KANK2	KCNE4	KCNJ8	LAMA2	LAMA4	LAMB1	LAMB2	LAMC1	LAMC3	LDHB	LGALS1	LGALS3BP	LHFPL6	LIMA1	LMNA	LRRC32	LUM	LURAP1L	LZTS1	MAGED2	MAP1LC3A	MAP3K20	MCAM	MDK	MFGE8	MGLL	MPRIP	MYH9	MYL9	MYLK	MYO1B	MYO6	MYOF	NDUFA4L2	NFATC4	NHERF1	NID1	NID2	NODAL	NOTCH3	NR2F1	NR2F2	NT5DC2	NTM	OLFML2A	P2RY14	PAPSS2	PARD3	PARVA	PCDH18	PCOLCE	PDE5A	PDE7B	PDE8A	PDE8B	PDGFRB	PDLIM1	PDLIM2	PDLIM7	PDZD2	PELO	PGF	PHACTR2	PID1	PKIG	PLAC9	PLAGL1	PLCE1	PLEKHA5	PLOD1	PLS3	PLXDC1	PMP22	PPFIBP2	PPP1R12A	PPP1R14A	PRELP	PRKG1	PTEN	PTGDR2	PTH1R	PTK2	PTN	PTPRK	PXDN	RAPGEF4	RASL12	RBMS3	RBP1	RERGL	RFTN1	RGS5	RHOC	RNF24	S1PR3	SASH1	SELENOM	SEMA5A	SEPTIN11	SEPTIN4	SEPTIN7	SERPING1	SERPINH1	SGCE	SGPL1	SH2D3C	SLC12A2	SLC12A7	SLC20A2	SLC38A11	SLC43A3	SLC6A1	SLC6A12	SMOC2	SMTN	SNAI2	SNHG18	SNRK	SPARC	SPARCL1	SPON2	SPRY1	ST3GAL5	STARD13	SYNE2	SYTL2	TAGLN	TAGLN2	TBX18	TBX2	TBXA2R	TCEAL9	TESC	TFPI	TGFB1I1	THY1	TIMP1	TIMP3	TJP1	TMEM204	TMEM74B	TNFAIP8L1	TNFRSF21	TNKS1BP1	TNS1	TPM2	TPM4	TRIB2	TRPC6	TSPAN12	UACA	UNC5B	VAMP5	VCL	VIM	VSTM4	ZEB1	ZIC1	ZYX
FAN_EMBRYONIC_CTX_BRAIN_MYELOID	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BRAIN_MYELOID	ADA2	ADGRE5	AIP	ANXA1	ANXA2	AP1S2	APOBEC3A	APOBR	ARF6	ARHGEF2	ATF3	BCL2A1	C1orf162	C5AR1	CALHM6	CARD16	CD300E	CD44	CD48	CD52	CD74	CEBPB	CFD	CFP	CHCHD10	CHD1	CLEC12A	CLEC2B	CLEC7A	COTL1	CPPED1	CRIP1	CSK	CSTA	CTSS	CXCR4	DNAJA4	DOK2	EFHD2	EMP3	FCN1	FGL2	FGR	FXYD5	GPBAR1	GRK2	HCK	HCST	HLA-A	HLA-B	HLA-DMA	HLA-DPA1	HLA-DPB1	HLA-DQB1	HLA-DRA	HLA-DRB1	HSPA7	IER5	IFI30	IFI44L	IFITM2	IFITM3	IQGAP1	IRF1	ISG15	ITGAL	ITGAX	JAML	KLF13	KLF2	KLF4	LGALS1	LILRA5	LILRB2	LILRB3	LRRC25	LRRFIP1	LSP1	LST1	LY6E	LYZ	MAFB	MS4A6A	MT2A	MX2	MYO1F	NAMPT	NAPSB	NBPF10	NEAT1	NFKBIA	NFKBIZ	NLRP1	OSCAR	PANK2	PLAC8	PLAUR	PLCB2	PLEKHO1	PLXNB2	PNPLA6	POU2F2	PRAM1	PSMB9	PTGS2	PTP4A2	RETN	RIPOR2	S100A10	S100A11	S100A4	S100A6	S100A8	S100A9	SCIMP	SECTM1	SERPINA1	SIN3B	SOCS3	SPI1	STXBP2	TENT5A	TGFBI	TIMP1	TKT	TMEM131L	TMEM176B	TNFAIP2	TNFRSF14	TNFSF13B	TRIM25	TSPAN32	TXNIP	TYMP	UTRN	VCAN	VIM	WARS1	WIPI2
FAN_EMBRYONIC_CTX_BRAIN_NAIVE_LIKE_T_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_BRAIN_NAIVE_LIKE_T_CELL	ABRACL	ACAP1	ACTN1	ADD3	ANXA1	APRT	ARHGAP15	ARHGDIB	ARHGEF1	ARL4C	BTN3A2	C16orf54	CAMK4	CCND3	CCR7	CD2	CD27	CD3D	CD3E	CD3G	CD40LG	CD44	CD48	CD5	CD52	CD6	CD69	CD7	CD96	CDC42SE2	CHI3L2	CIB1	CLEC2D	CNN2	CORO1A	CRIP1	CXCR4	CYFIP2	CYTIP	DENND2D	DGKA	EEF1D	EMP3	EPHX2	ETS1	FAM107B	FAM117B	FCMR	FGD3	FLT3LG	FXYD5	GBP2	GIMAP4	GIMAP7	GMFG	GPR171	GPSM3	GSTK1	HLA-A	HLA-B	HLA-C	HLA-F	HPGD	ICAM3	ICOS	ID3	IFITM1	IL16	IL27RA	IL2RG	IL32	IL7R	ISG20	ITK	JAML	LAT	LCK	LDHB	LDLRAP1	LEF1	LEPROTL1	LIMD2	LIME1	LINC00861	LPIN1	LRRFIP1	LRRN3	LSP1	LTB	LY9	MAL	MCUB	MTERF4	MYC	MYL12A	NOSIP	NPM1	NSMCE1	OCIAD2	OXNAD1	PCMTD2	PDCD4	PIK3IP1	PIM2	PLAAT4	PLAC8	PRKCH	PRKCQ-AS1	PRMT2	PSMB8	PSMB9	PTPRC	PTPRCAP	PVRIG	RAC2	RCAN3	RGCC	RHOH	RIPOR2	RPL13A	RRN3P1	RSL24D1	SAMD3	SATB1	SCML4	SELL	SEPTIN1	SEPTIN6	SEPTIN9	SERINC5	SH2D1A	SKAP1	SMC4	STK17B	STK38	STK4	SYTL1	TAGLN2	TBC1D10C	TC2N	TCF7	TES	TESPA1	THEMIS	TLE5	TMEM123	TNFAIP3	TNFAIP8	TOB1	TRABD2A	TRAF3IP3	TRAT1	TSC22D3	TSTD1	TUBA4A	TXK	TXNIP	ZAP70
FAN_EMBRYONIC_CTX_EX_1_EXCITATORY_NEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_EX_1_EXCITATORY_NEURON	CSRP2	EIF1B	ENC1	LINC01102	MEIS2	PANTR1	SLA
FAN_EMBRYONIC_CTX_EX_2_EXCITATORY_NEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_EX_2_EXCITATORY_NEURON	DDAH2	ENC1	EZR	HSPA1B	IGFBPL1	MDK	MEIS2	MLLT3	NFIA	NFIB	PANTR1	PHLDA1	POU3F2	PPP2R2B	ZBTB20	ZFHX4
FAN_EMBRYONIC_CTX_EX_4_EXCITATORY_NEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_EX_4_EXCITATORY_NEURON	ABCA5	ABCC8	ACADVL	ACAP3	ACTN2	ADAM11	AHI1	ANKRD18A	ANKRD36	ANKRD36B	ANO3	AP1G2	ARFGEF3	ARPP21	BICDL1	CACNA1A	CACNA1B	CACNA1C	CACNA1E	CACNA1G	CACNA1I	CAND2	CC2D1A	CCDC144BP	CELF2	CELF2-AS1	CELF2-AS2	CNTN3	CPNE7	CSGALNACT1	CSMD1	CSMD2	DAB2	DGKH	DLGAP2	DMWD	DNAJB2	DNM3OS	DOCK9	DUSP5P1	DYNC2I1	EEF2K	ELMOD1	ENSG00000237654	ENSG00000291211	EPHA7	ERICH3	EXD3	FADS3	FAM227A	FBN3	FBXW7	FGF17	FOXK1	GABRB1	GDA	GNB3	GOLGA8A	GOLGA8B	GRB14	GRID2	GRP	GULP1	HIC2	HYDIN	IGSF21	ITPR1	JAG2	JAKMIP3	KCNH7-AS1	KCNMA1	KCNQ1OT1	KHDRBS2	KIF1C	KIRREL3-AS2	KLHL3	LAMA5	LGI4	LIMS2	LINC00342	LINC00504	LINC00506	LINC01410	LINC01873	LMO7	LRRC4C	LRRIQ1	LTBP4	MIAT	MMP17	MST1	MYLIP	MYO1C	MYO6	NALF1-IT1	NIN	NPY1R	NRBP2	NTRK3	PCLO	PDIA2	PDZD2	PFKP	PGM5P2	PI4KAP2	PKD1	PLEC	PLEKHA6	PLXNA3	PNCK	PNMA3	POU2F2	PPFIA4	PPFIBP1	PRICKLE2-AS3	PROM1	PTCH2	PTCHD4	PTPN13	PTPRD-AS1	PTPRK	R3HDM1	RAP1GAP	RAP1GAP2	RAPGEFL1	RASGRP2	RGS11	RNF207	RNF213	RPL23AP32	RPS6KL1	RYR2	RYR3	SAMD5	SCN2A	SCN9A	SEC31B	SERPINB9	SGSM1	SHISA9	SLC26A4	SLC27A1	SLC2A13	SLC4A10	SLC7A5P2	SLC8A1-AS1	SLC8A3	SNX32	SPEG	SPTBN4	SRRM3	STK36	STX1A	STX3	SYBU	SYNE1	TARBP1	TIMP3	TMEM108-AS1	TMEM178A	TMEM74B	TNK2	TSBP1	TSPOAP1	UACA	USP32P2
FAN_EMBRYONIC_CTX_IN_1_INTERNEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_IN_1_INTERNEURON	ARL4D	BRINP2	CXCR4	DLX2	FOS	LHX6	MAF	NXPH1	PDE4DIP	PDZRN4	RBP1
FAN_EMBRYONIC_CTX_IN_2_INTERNEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_IN_2_INTERNEURON	ACKR3	BRINP2	LHX6	MAF	PDZRN4	RBP1	SST
FAN_EMBRYONIC_CTX_IN_3_INTERNEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_IN_3_INTERNEURON	BOD1L1	ERBB4	GAD1	LHX6	MAF	PDE4DIP
FAN_EMBRYONIC_CTX_IN_4_INTERNEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_IN_4_INTERNEURON	CXCR4	ERBB4	GAD1	LHX6	MAF	NXPH1	PDE4DIP	PDZRN4	PLS3	RBP1
FAN_EMBRYONIC_CTX_IN_5_INTERNEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_IN_5_INTERNEURON	CALB2	CNR1	DLX1	DLX5	DLX6-AS1	SCGN
FAN_EMBRYONIC_CTX_IN_6_INTERNEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_IN_6_INTERNEURON	BTG1	DLX1	DLX6-AS1	HSPA1A	SCGN	TMEM161B-DT
FAN_EMBRYONIC_CTX_MICROGLIA_1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_MICROGLIA_1	ANAPC11	ANLN	ANP32E	ARHGAP11A	ARL6IP1	ASF1B	ASPM	ATAD2	ATAD5	AURKA	AURKB	BARD1	BIRC5	BRCA2	BUB1	BUB1B	BUB3	C21orf58	CCDC18	CCNA2	CCNB1	CCNB2	CCNF	CDC20	CDC25C	CDC27	CDCA2	CDCA3	CDCA8	CDK1	CDK2AP2	CDKN2C	CDKN3	CENPC	CENPE	CENPF	CENPM	CENPN	CENPU	CENPW	CEP152	CEP55	CIT	CKAP2	CKAP2L	CKAP5	CKLF	CKS1B	CKS2	CLSPN	CNTRL	DDX39A	DEK	DEPDC1	DEPDC1B	DIAPH3	DLGAP5	DTYMK	ENSG00000187951	ESCO2	ESPL1	EVI2B	EZH2	FAM111A	FAM83D	FANCD2	FBXO5	FOXM1	GGH	GLA	GTSE1	H1-3	H2AC17	H2AX	H2AZ1	H2AZ2	H4C3	HERC5	HJURP	HMGB2	HMMR	HP1BP3	IQGAP3	ITGB3BP	KIF11	KIF14	KIF15	KIF18B	KIF20A	KIF20B	KIF22	KIF23	KIF2C	KIF4A	KNL1	KNSTRN	KPNA2	MAD2L1	MELK	MKI67	MND1	MRPL18	MXD3	MZT1	NCAPD2	NCAPG	NCAPG2	NCAPH	NDC80	NRM	NUCKS1	NUF2	NUSAP1	PBK	PCLAF	PCNA	PHF19	PIMREG	PLK1	PLK4	POLQ	PRC1	PRR11	PTTG1	RAD21	RAD51AP1	RHEB	RPS27L	RRM2	SGO1	SGO2	SHCBP1	SIVA1	SMC1A	SMC2	SMC4	SPAG5	SPC25	SRSF10	SRSF3	TACC3	TCF19	TK1	TMEM106C	TMPO	TOP2A	TPX2	TROAP	TTF2	TTK	TUBA1C	TUBB4B	UBE2C	UBE2T	ZWINT
FAN_EMBRYONIC_CTX_MICROGLIA_2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_MICROGLIA_2	CCL3	CCL4	CD83	FOSB	IER2	IER3	IL1B	MIR23AHG	PPP1R15A
FAN_EMBRYONIC_CTX_MICROGLIA_3	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_MICROGLIA_3	ADAM28	ALOX5AP	ASAH1	C1QB	C1QC	CD68	CREG1	CTSB	CTSC	CTSD	FOLR2	GPR34	LGMN	MERTK	P2RY12	SIGLEC10	SLC1A3	SLCO2B1	TBXAS1	TREM2
FAN_EMBRYONIC_CTX_NSC_1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_NSC_1	CCDC80	CCND2	DLL3	DSCAM	DUSP6	FOS	GAD1	HNRNPA1	MCM4	MEF2C	NME1	PANTR1	PDLIM1	RARRES2	RPL36A	SPRY1	VIM	ZEB1
FAN_EMBRYONIC_CTX_NSC_2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_NSC_2	AAMDC	ACTN1	ANP32E	APOLD1	ARHGAP11A	ARHGAP19	ARHGEF39	ARL6IP1	ASCL1	ASF1B	ASPM	ATAD5	AURKA	AURKB	BIRC5	BTG3	BUB1	BUB1B	BUB3	C21orf58	C2orf69	CALM3	CBR3	CCDC18	CCDC34	CCNA2	CCNB1	CCNB2	CCNF	CDC20	CDC25B	CDC25C	CDCA2	CDCA3	CDCA5	CDCA8	CDK1	CDKN2C	CDKN3	CENPA	CENPE	CENPF	CENPK	CENPM	CENPN	CENPW	CEP135	CEP44	CEP55	CEP70	CHEK2	CIP2A	CKAP2	CKAP2L	CKAP5	CKS1B	CKS2	CLIC1	CNIH4	CNTRL	COX8A	DBF4	DCTN3	DCXR	DDX39A	DEPDC1	DEPDC1B	DIAPH3	DLGAP5	DTYMK	ECT2	EEF1AKMT2	EIF4E	EMC9	ESCO2	ESPL1	EZH2	FAM110A	FAM83D	FBXO5	FOXM1	G2E3	GAS2L3	GGH	GINS1	GTSE1	H2AX	H2AZ1	H2AZ2	HIRIP3	HJURP	HMGB2	HMGB3	HMMR	HP1BP3	HSD17B11	HYLS1	ILF2	JADE1	JPT1	KIF11	KIF14	KIF15	KIF18A	KIF18B	KIF20A	KIF20B	KIF22	KIF23	KIF2C	KIF4A	KIF5B	KIFC1	KMT5A	KNL1	KNSTRN	KPNA2	LBR	LDHA	LGALS1	LMNB1	LMO7	LRRCC1	LSM5	MAD2L1	MED19	MELK	MIS18BP1	MKI67	MKKS	MND1	MRPL51	MXD3	MZT1	NCAPD2	NCAPD3	NCAPG	NCAPG2	NCAPH	NDC80	NDE1	NEIL3	NEK2	NEURL1B	NMU	NOSIP	NRM	NSRP1	NUCKS1	NUDT1	NUF2	NUSAP1	ODF2	OIP5	ORC6	PARPBP	PBK	PHF19	PIF1	PIMREG	PLIN3	PLK1	PLK4	POC1A	POLR2D	PPP2R5C	PPP2R5D	PRC1	PRR11	PSME2	PSRC1	PTTG1	RACGAP1	RAD21	RAN	RANGAP1	RARRES2	RASSF1	RBMX	REEP4	REXO5	RFC3	RHEB	RHNO1	RNF26	RNF4	RPL39L	RRM2	RTKN2	RUVBL2	SAPCD2	SGO1	SGO2	SHCBP1	SKA1	SKA2	SKA3	SMC2	SMC4	SMTN	SNRPA1	SPAG5	SPC25	SPDL1	STIL	TACC3	TK1	TMPO	TMSB15A	TMSB15B	TNFAIP8L1	TOP2A	TPM2	TPX2	TRAIP	TRIM59	TRIP13	TROAP	TTF2	TTK	TUBA1C	TUBB4B	TUBB6	TUBG1	UBE2C	UBE2S	UBE2T	UCP2	VDAC3	VRK3	WDR54	XRCC4	ZWINT
FAN_EMBRYONIC_CTX_OLIG	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_OLIG	A1BG	AATK	ABCA2	ABHD17A	ABHD17B	ABHD6	ABLIM2	ACAN	ACER3	ACSBG1	ACSL1	ADAMTS18	ADAMTS4	ADAP1	ADCK2	ADCY5	ADIPOR1	ADIPOR2	ADO	AGAP1	AGFG1	AGPAT1	AGPAT4	AGPS	AIDA	ALAD	AMBRA1	AMER2	AMOTL2	AMPD3	ANK3	ANKH	ANKRD40	ANKRD44	ANKS1B	ANLN	ANO10	ANO4	AOPEP	APBB1	APCDD1	APIP	APLN	APLP1	APOD	APP	AQP6	ARHGAP22	ARHGAP23	ARHGEF10	ARHGEF2	ARHGEF37	ARL2	ARPC5	ASB1	ASPA	ATF7	ATG4C	ATL3	ATP10B	ATP1B1	ATP5F1E	ATP6V0B	ATP8A1	ATP9B	AZGP1	BACE1	BACE2	BBX	BCAR1	BCAS1	BCOR	BEST1	BIN1	BLOC1S2	BMP8A	BOK	BORCS5	BPNT2	BROX	BRSK1	BTBD16	BTBD3	BZW2	C11orf58	C11orf71	C12orf76	C1orf122	C1orf198	C21orf91	C4orf33	C5orf15	C6orf47	CA14	CA2	CAHM	CANT1	CAPN3	CARNS1	CBR1	CCDC90B	CCNY	CCNYL1	CD164	CD200	CD22	CD47	CD9	CDC42EP2	CDC42SE1	CDH19	CDK17	CDK18	CDKN1C	CDKN2AIPNL	CDR2L	CEP104	CERS2	CFAP95	CFL2	CHADL	CHAMP1	CHN2	CILK1	CLASP2	CLCA4	CLCN3	CLCN4	CLDN11	CLDND1	CLIC4	CLMN	CLN8	CMTM5	CNDP1	CNP	CNTN1	CNTN2	COBL	COL16A1	COL4A5	COLGALT2	COPA	COPS2	CORO2B	CPD	CPM	CPOX	CREB5	CRYAB	CSF1	CSRP1	CTNNA1	CTNNA3	CTSV	CTTN	CYB5R2	CYLD	CYP2J2	CYP51A1	DACT3	DCTN1	DEGS1	DENND5A	DEPTOR	DESI1	DHCR24	DIP2B	DIXDC1	DLG1	DLG2	DNAAF9	DNAH17	DNAJA4	DNAJB2	DNAJC12	DNAJC6	DNM2	DNM3	DOCK10	DOCK9	DTD2	DTNB	DUSP10	DUSP26	DUSP7	DYNC1I2	EDIL3	EEIG1	EGLN3	ELAPOR2	ELAVL3	ELL2	ELOVL1	ELOVL6	ELOVL7	EMC10	EML2	ENDOD1	ENPP2	ENPP4	ENPP6	EPB41L2	EPB41L3	EPS15	ERBB3	ERMN	ERMP1	ERRFI1	ETFRF1	ETV6	EVI2A	FA2H	FADS1	FAH	FAIM	FAIM2	FAM107B	FAM124A	FAM131B	FAM13C	FAM174A	FAM177A1	FAM221A	FAM222A	FAR1	FAXDC2	FBN1	FBXO32	FDFT1	FECH	FEZ1	FGFR2	FIS1	FLNB	FMNL2	FNBP1	FNIP1	FNTA	FOLH1	FRMD4B	FRS3	FRY	FRYL	FUT8	GAB1	GAB2	GAL3ST1	GALC	GALNT15	GALNT6	GAMT	GAREM1	GARRE1	GAS6	GAS7	GDE1	GIPC1	GJB1	GJC2	GLDN	GLTP	GNAI1	GNG7	GOLGA7	GOT1	GPR155	GPR37	GPR62	GPRC5B	GRB10	GRIN2A	GSN	GSN-AS1	GTDC1	H1-2	H2AJ	H2BC21	HAGLR	HAPLN2	HBEGF	HDAC11	HEYL	HHIP	HID1	HIPK2	HMGCS1	HMOX2	HOOK3	HOXD1	HR	HSD3B7	HSPA2	HTATIP2	IFNGR1	IGSF11	IGSF8	IKZF5	IL1RAPL1	IL6ST	INF2	INPP5A	INTS13	IPO13	ITPKB	JAM3	JOSD2	JPT2	KANK4	KATNIP	KBTBD3	KCNJ10	KCNJ2	KCNMB4	KCTD8	KDM4C	KIAA0930	KIF13A	KIF13B	KIF1A	KLF13	KLHL21	KLHL24	KLHL32	KLK6	KRT16P1	KTN1	LACTB2	LAMP1	LAMP2	LANCL1	LARP6	LASP1NB	LCOR	LDB3	LDLR	LDLRAD4	LDLRAP1	LGI3	LHPP	LIG4	LIMD1	LINC00323	LINC00467	LINC01170	LINC01770	LINC03013	LIPA	LMNA	LPAR1	LPGAT1	LRRC8B	LRRC8D	LZTS2	MAG	MAL	MAN2A1	MANEA	MANSC1	MAP1A	MAP1LC3B	MAP4K4	MAP6D1	MAP7	MAP7D1	MAPK6	MAPK8IP1	MAPRE2	MARCHF1	MARCHF2	MARCKSL1	MAST3	MBNL2	MBP	MCAM	MEGF9	MFSD12	MFSD14B	MFSD6	MGAT5	MICALL1	MIGA1	MINDY3	MITF	MOB3B	MOBP	MOG	MOSPD2	MPC1	MPP2	MPV17L2	MTMR10	MTMR2	MTMR7	MTRR	MTUS1	MVB12B	MYLK	MYO1D	MYO1E	MYRF	NACAD	NAV2	NBR1	NCOA7	NCOR2	NDRG1	NDUFAF3	NECTIN1	NEK7	NENF	NEO1	NFASC	NGFR	NINJ2	NIPA1	NIPAL3	NIPAL4	NIPSNAP3A	NKAIN2	NKX6-2	NLRP14	NOL4L	NPC1	NTM-AS1	NUAK1	NUDT12	NXPE3	OLIG2	OPALIN	ORMDL2	OSBPL1A	OSTF1	P2RX7	PABIR1	PACC1	PACRG-AS3	PACS2	PADI2	PAIP2	PAIP2B	PAK1	PAPSS1	PAQR6	PCBP4	PCP4	PCSK6	PCSK7	PDE1A	PDE3B	PDE4DIP	PDE8A	PDXP	PEDS1	PELI1	PEX5L	PFDN2	PGAP4	PHC2	PHLDA3	PHLDB1	PHYHIPL	PICALM	PIGG	PIK3IP1	PIP4K2A	PIP5K1B	PITPNA-AS1	PKP4	PLA2G4C	PLAAT3	PLAT	PLD1	PLEKHA1	PLEKHB1	PLEKHG3	PLEKHH1	PLLP	PLOD3	PLP1	PLPP1	PLPP2	PLXNB3	PM20D1	POMGNT1	PPFIBP2	PPP1R14A	PPP1R16B	PPP2CB	PPP2R2A	PPP2R5B	PRDM2	PREX1	PRICKLE1	PRIMA1	PRKACB	PRKAR1A	PRKCQ-AS1	PRKCSH	PRR18	PRRG1	PSD3	PSEN1	PTGDS	PTK2	PTP4A2	PTPDC1	PTPRD	PXK	QDPR	QKI	RAB11B-AS1	RAB21	RAB33A	RAB40B	RAB9A	RALGDS	RALY-AS1	RAP1A	RAP2A	RAPGEF5	RASA3	RASGEF1B	RASGRF2	RASGRP3	RASSF2	RBM48	RCAN1	RCBTB1	REEP3	RELT	RETREG1	RGS3	RHOB	RHOG	RHOU	RICTOR	RNASE1	RNF103	RNF13	RNF130	RNF220	ROGDI	ROPN1	RPS6KA2	RRAGC	RRAS2	RRBP1	RTKN	RTN4	RXRG	RYBP	S100B	S1PR5	SAMD12	SAMD8	SAV1	SBDS	SCAMP5	SCARB1	SCARB2	SCD	SCG5	SEC14L5	SECISBP2L	SELENOI	SELENOW	SEMA3D	SEMA4D	SEPHS2	SEPTIN10	SEPTIN4	SEPTIN8	SERINC1	SERINC5	SERPINI1	SESN1	SETD7	SFT2D1	SFTPC	SGCB	SGK2	SH3GL3	SH3KBP1	SH3TC2	SHISA2	SHISA4	SHKBP1	SHTN1	SIK3	SILC1	SIRT2	SLAIN1	SLC12A2	SLC13A3	SLC16A8	SLC18A2	SLC22A15	SLC22A23	SLC22A6	SLC24A2	SLC25A46	SLC27A4	SLC31A2	SLC35A5	SLC44A1	SLC45A3	SLC4A2	SLC6A15	SLC6A9	SLC7A14	SLCO1A2	SLCO3A1	SMAD7	SMIM13	SMPD1	SMURF1	SNHG9	SNX29	SNX30	SORT1	SOX10	SOX2-OT	SOX8	SPATA13	SPATA2	SPNS2	SPOCK3	SPSB1	SPTLC2	SPTSSA	SRD5A3	SRSF8	SSH2	ST18	ST3GAL5	ST6GALNAC3	STAMBP	STIM1	STIMATE	STK39	STMN4	STRN	STX4	STX6	SUN2	SUSD6	SVIP	SYNGR2	SYNJ2	SYT11	SYT9	TAF10	TARS3	TBC1D12	TBC1D9	TCP11L2	TCTA	TECPR2	TECR	TESK2	TF	TFEB	THEMIS2	TIGAR	TIMP2	TJAP1	TJP2	TLCD5	TMBIM1	TMC6	TMCC2	TMCC3	TMEFF2	TMEM123	TMEM125	TMEM128	TMEM132B	TMEM144	TMEM151A	TMEM178A	TMEM184B	TMEM209	TMEM230	TMEM256	TMEM50A	TMEM63A	TMEM64	TMTC1	TMTC2	TMTC4	TNS2	TNS3	TOGARAM1	TOM1L2	TP53INP2	TPD52	TPPP	TPRN	TRAM1L1	TRIM2	TRIM62	TRIP12	TSC22D3	TSC22D4	TSEN15	TSPAN15	TSPAN19	TSPAN9	TTL	TTLL7	TTYH2	TUBB4A	TULP4	TXNDC9	TYRO3	UBE2E2	UBE2H	UBE2Q1	UBE2Z	UBE4B	UBL3	UBR1	UGT8	ULK2	UNC13B	UNC5B	UNC5C	USP12	VAMP3	VKORC1L1	VMP1	VSTM2B	VWA1	WASHC5	WIPI1	WNK1	YPEL2	ZCCHC17	ZDHHC11	ZDHHC9	ZEB2	ZER1	ZFAND5	ZFP57	ZFYVE19	ZFYVE28	ZNF146	ZNF160	ZNF189	ZNF365	ZNF488	ZNF536	ZSWIM6
FAN_EMBRYONIC_CTX_OPC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_EMBRYONIC_CTX_OPC	APOD	ARL2BP	ARL4A	ATCAY	BCHE	BEX1	BRINP1	BRINP3	C2orf80	CA10	CCND1	CNPY2	CNTN1	COL20A1	COL9A1	CXADR	EPN2	FIP1L1	GPR17	GRIA2	IL1RAP	KLRC2	LHFPL3	LIMA1	LRRC4C	LRRK2	MEG3	MPZL1	NXPH1	OLIG1	PCDH15	PCDH20	PCSK1N	PDE4B	PDGFRA	PHLDA1	PLAT	PLLP	PLPPR1	SCG3	SCN1A	SCRG1	SEMA5A	SERTAD4BP	SLC1A1	SLC35F1	SNAP25	SNTG1	SPRY4	TAOK3	THY1	TM4SF1	TSPAN13	UCHL1	VXN
FAN_OVARY_CL0_XBP1_SELK_HIGH_STROMAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL0_XBP1_SELK_HIGH_STROMAL_CELL	ARID5B	ATP1A1	ATP1B1	BTF3	C11orf96	CCNG1	CEBPB	CHMP4B	CIRBP	CLEC2B	CNN3	CTNNAL1	CYCS	DCN	DDX21	DNAJB6	DNAJB9	EEF1D	EIF1	EIF1B	EIF2S2	EIF3E	EIF4A2	EIF4E	EIF5	EPB41L4A-AS1	ERRFI1	FAU	FBL	FGF7	FHL2	GNL3	H2AZ1	HBP1	HERPUD1	HES1	HSP90AB1	HSP90B1	HSPA5	HSPA9	HSPD1	HSPH1	IFRD1	IGFBP5	INSIG1	IQCG	LUM	MAPRE1	MEG3	MORF4L2	NACA	NEAT1	NFE2L2	NPM1	NUPR1	PABPC1	PAPOLA	PEG10	PFDN5	PNRC1	PNRC2	PTGES3	PTMA	PTP4A1	RACK1	RBMX	RHEB	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL15	RPL17	RPL18	RPL18A	RPL21	RPL23A	RPL24	RPL26	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35A	RPL36	RPL36A	RPL36AL	RPL38	RPL39	RPL41	RPL5	RPL6	RPL7	RPL8	RPL9	RPLP1	RPLP2	RPS12	RPS13	RPS14	RPS15	RPS18	RPS19	RPS2	RPS23	RPS24	RPS27	RPS27A	RPS3	RPS3A	RPS4X	RPS5	RPS6	RPS8	RPS9	RSL1D1	RSL24D1	RSRC2	SAR1A	SAT1	SDC2	SELENOK	SELENOS	SERP1	SLC40A1	SNHG32	SNHG7	SNHG8	SPTSSA	SRSF10	ST13	STAR	STK17A	TMED2	UBE2B	VAPA	XBP1	YBX1	ZFAS1
FAN_OVARY_CL10_PUTATIVE_EARLY_ATRESIA_GRANULOSA_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL10_PUTATIVE_EARLY_ATRESIA_GRANULOSA_CELL	ACTB	ACTG1	ALDOA	AMH	ANAPC11	ANXA6	AP2M1	AP2S1	APEX1	APOA1	APRT	ARPC2	ARPC3	ARPC5	ATP5F1A	ATP5F1B	ATP5F1C	ATP5F1E	ATP5IF1	ATP5MC1	ATP5MC2	ATP5MC3	ATP5ME	ATP5MF	ATP5MG	ATP5MJ	ATP5MK	ATP5PF	ATP5PO	AURKAIP1	BANF1	BEX1	BEX3	BEX4	BTF3L4	CALM2	CALM3	CAMTA1	CBX3	CD99	CFDP1	CFL1	CIAO2B	CKB	CLIC1	CLNS1A	COPE	COPS6	COPS9	COX4I1	COX5A	COX5B	COX6B1	COX7A2	COX7C	COX8A	CSTB	CWC15	CYC1	DBI	DDAH2	DDX24	DGUOK	DMAC1	DNPH1	DUT	DYNLL1	DYNLT1	EAPP	ECH1	ECHS1	EEF1G	EIF3L	ELOB	ERH	FDXR	FHL2	FSCN1	GABARAP	GADD45GIP1	GAPDH	GATM	GNG5	GPX3	GRIK1	GSTA1	GSTA4	GSTP1	GTF2H5	H2AZ1	H3-3A	HDAC2	HIGD2A	HINT1	HMGB1	HMGB2	HMGN1	HMGN2	HNRNPA1	HSBP1	HSD17B1	ID3	IDH1	IFI27	LCMT1	LDHB	LSM3	LSM4	LSM5	LSM7	LY6E	MACROH2A1	MAGED2	MARCKSL1	MDH1	MDH2	MDK	MEAF6	MGARP	MGST3	MICOS10	MORF4L1	MPST	MRPL16	MRPL51	MRPS21	MYL12B	MYL6	MZT2A	MZT2B	NDFIP1	NDP	NDUFA1	NDUFA11	NDUFA12	NDUFA13	NDUFA2	NDUFA3	NDUFA4	NDUFA7	NDUFAB1	NDUFB11	NDUFB2	NDUFB4	NDUFB7	NDUFB8	NDUFC1	NDUFC2	NDUFS4	NDUFS5	NDUFS6	NDUFS8	NDUFV2	NEDD8	NHP2	NME1	NME4	OST4	PARK7	PDCD5	PEBP1	PFN1	PHB1	PHF6	PHPT1	PIN1	PKM	PLA2G12A	PLAAT3	PLEKHJ1	PLIN3	POLR2F	POLR2I	POLR2L	POMP	PPDPF	PPP1CA	PPP1R14A	PPP4C	PRDX2	PRDX3	PRDX5	PRMT2	PRSS23	PSMA3	PSMA4	PSMA7	PSMB2	PSMB3	PSMB5	PSMB6	PSMB7	PSMC1	PSMC3	PSMD4	PTMA	PTRHD1	PYURF	RAN	RANBP1	RBP1	RBX1	ROMO1	RPL3	RPL35	RPL36A	RPS14	RPS17	RPS19	RPS25	RPS27L	S100A10	S100A16	SDHC	SELENOH	SEM1	SERF2	SERPINE2	SF3B6	SKP1	SLC25A5	SLC25A6	SLIRP	SMARCB1	SMS	SNRPC	SNRPD1	SNRPD2	SNRPE	SNRPF	SNRPG	SNRPN	SOX4	SPINT2	SPRR2F	SRI	SRP14	SRP9	SRSF9	SSBP1	ST3GAL4	STMN1	STOML2	SUMO2	TBCA	TBCB	TCEA3	TCEAL8	TCEAL9	TIMM13	TMA7	TMEM14A	TMEM258	TMEM97	TMSB10	TMSB4X	TNNI3	TPI1	TRAPPC4	TRMT112	TSPAN6	TUBA1A	TUBA1B	TUBB	UBL5	UQCR10	UQCR11	UQCRQ	UROS	VDAC1	VDAC3	VPS29	YWHAE	ZNF428
FAN_OVARY_CL11_MURAL_GRANULOSA_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL11_MURAL_GRANULOSA_CELL	ABI2	ACIN1	ACSL4	ACSM3	ACTG1	AFF4	AHSA1	AKAP9	AKIRIN1	AMH	AMOTL2	ANKRD11	ANXA6	ARF4	ARHGAP18	ARIH1	ARL5B	ARPC2	ATF3	ATF4	ATG101	ATP5MC2	ATXN1	AVPI1	AZIN1	BAG3	BAMBI	BAZ1A	BBX	BCAT1	BEX1	BEX2	BEX3	BMPR2	BRD4	BUD31	C6orf62	CACYBP	CAMTA1	CCN1	CCN2	CCND2	CCT2	CCT4	CCT6A	CD47	CD55	CD59	CD99	CDH2	CDK6	CEBPD	CELF1	CENATAC	CFI	CHIC2	CHORDC1	CHSY1	CITED2	CKB	CKS2	CLIC1	CLK1	CMTM6	CMTM8	CNN2	COL4A1	CRHBP	CRNDE	CRY1	CSPP1	CSRP2	CTNNAL1	CTNNB1	CTSC	DAAM1	DAPL1	DCP1A	DCTN6	DCUN1D5	DDAH2	DDX17	DIPK2A	DNAJA1	DNAJA4	DNAJB1	DNAJB4	DNAJB6	DNAJC7	DPP7	DPYSL3	DSE	DSEL	DSP	DSP-AS1	DST	DUSP14	EBPL	EEF1B2	EIF3F	EIF3L	EIF5	ELK1	ELOVL5	EML5	ENAH	ENC1	EPDR1	EPS8	ETF1	ETNK1	EXT1	EZH2	F3	FAM177A1	FAM204A	FDFT1	FDPS	FDXR	FGD4	FHL2	FILIP1L	FKBP4	FKBP9	FNDC3B	FOSL2	FOXP1	FSCN1	FST	FXR1	G0S2	GADD45G	GARS1	GASK1B	GATM	GJA1	GMNN	GNAI1	GPX3	GRB14	GREB1	GRIK1	GSTA1	GSTA4	H1-0	H3-3A	HAPSTR1	HDAC2	HEY2	HIF1A	HK1	HMGCR	HMGCS1	HMOX1	HNRNPA1	HNRNPD	HNRNPDL	HOMER1	HOPX	HS3ST1	HS6ST1	HSD17B1	HSDL2	HSP90AA1	HSP90AB1	HSPA1A	HSPA1B	HSPA4	HSPA6	HSPA8	HSPD1	HSPE1	HSPH1	HUWE1	IFI27	IFI35	IGF1R	IGF2BP2	IGFBP2	IL6ST	ILF3	ING3	INSR	IRF4	IRS1	IRS2	ITGAV	ITGB1	ITSN1	IVNS1ABP	JMJD6	JPT1	KCNQ1OT1	KDM5A	KHDRBS1	KIF1B	KIF5B	KLF6	KLHDC8A	KLHL24	KPNB1	KRT18	KRT8	KTN1	LAMC1	LAPTM4B	LCMT1	LEPROTL1	LGR4	LHFPL2	LIMS1	LIPH	LMBR1L	LPP	LRAT	LRRC8C	LRRFIP2	LY6E	MACF1	MAGED2	MAP1LC3A	MAP3K13	MAP4K4	MARCHF5	MARCHF7	MARCKS	MARK3	MCL1	MDK	ME2	MED13L	METAP2	MGARP	MGST3	MIR22HG	MRPL18	MRPL47	MRPS6	MSI2	MSMO1	MT-ATP6	MT-CO1	MT-CO2	MT-CO3	MT-CYB	MT-ND1	MT-ND2	MT-ND4	MTMR2	MYL12A	MYL12B	MYO10	MYO6	NDFIP1	NDP	NDUFB5	NECTIN2	NEXN	NFE2L2	NOP58	NR5A2	NUP214	OCIAD2	OTUD7B	P3H2	PAFAH1B3	PARP11	PAWR	PDLIM1	PDLIM5	PGLS	PGM1	PHACTR2	PHEX	PHF6	PHLDA1	PIM1	PKN2	PLA2G12A	PLAAT3	PLAT	PLIN3	PLOD2	PMAIP1	PNN	PNRC2	POLR2J3	POMP	POR	PPA1	PPARG	PPFIBP1	PPHLN1	PPP1R12B	PPP1R13L	PPP1R15A	PPP2CA	PPP4R2	PRAME	PRDM1	PRDX1	PRKAR2B	PRSS23	PSMA3	PTGER2	PTP4A1	PTRHD1	PTTG1IP	PUM1	RAB1A	RAB2A	RAB31	RAB5A	RAB5IF	RAD23B	RANGAP1	RASL11B	RBBP6	RBM22	RBMS1	RBP1	RDX	RGS10	RHBDD2	RHEB	RHOB	RHOBTB3	RIMKLB	RIOK3	RNF19A	RPS25	RPSA	RSRC2	RTN4	RYBP	S100B	SARAF	SCD	SEC31A	SELENOP	SEPTIN10	SERPINE2	SERPINH1	SFPQ	SFRP4	SGK1	SIGLEC11	SINHCAF	SLC16A1	SLC25A3	SLC25A37	SLC25A6	SLC39A8	SLC46A3	SLC5A3	SLCO3A1	SMAD3	SMS	SNAPC1	SNCA	SNRPN	SOWAHC	SOX4	SPINT2	SPRR2F	SQLE	SRPX	SRSF11	SRSF2	SRSF3	ST3GAL4	STIP1	STK17B	STRAP	SUGT1	SUMO1	SYNE2	TAF1D	TARS1	TAX1BP1	TBC1D4	TCAF1	TCEA3	TCEAL9	TCP1	TEAD1	TENT5A	TES	TGIF1	THAP9-AS1	THBS1	TIA1	TJP1	TLE3	TM7SF2	TMEM120A	TMEM41A	TMEM97	TMSB10	TNFRSF12A	TNIP1	TNNI3	TNPO1	TOR1AIP2	TRAPPC4	TRIB2	TRIP6	TRMT112	TSHZ2	TSPAN6	TSPAN7	TUBA1A	TXN2	TXNL1	TXNRD1	UBC	UBE2D1	UBE2H	UBE2S	UBXN8	USO1	USP22	USP48	VAPA	VCAN	VDAC2	VIM	VIT	VMP1	WAC	WASF1	WIPF3	WWC2	XIST	YAF2	YAP1	YPEL2	YWHAG	ZBTB10	ZC3H11A	ZFAND2A	ZFAND5	ZNF281	ZNF326
FAN_OVARY_CL12_T_LYMPHOCYTE_NK_CELL_2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL12_T_LYMPHOCYTE_NK_CELL_2	ABRACL	AKAP13	ALOX5AP	ANKRD12	ANXA1	ARF6	ARHGDIA	ARHGDIB	ARPC1B	ARPC2	ATP1B3	ATP5F1E	ATP6V0E1	B2M	BAZ1A	BIRC3	BTG1	CALM1	CAST	CCL5	CD2	CD3D	CD44	CD52	CD53	CD6	CD69	CD7	CDC37	CDC42	CDC42SE2	CIB1	CLDND1	CLEC2D	CORO1A	COX6A1	CREM	CRIP1	CST7	CXCR4	CYBA	CYTIP	DDIT4	DUSP2	EIF1	ELF1	EML4	EMP3	EVI2A	EVI2B	EZR	FNBP1	FTH1	FXYD5	FYN	GIMAP7	GLIPR1	GPR183	H2AZ2	HINT1	HLA-A	HLA-B	HLA-C	HLA-E	IL2RG	IL32	IL7R	ISCU	ISG20	ITM2A	JAK1	KLF6	KLRB1	KMT2E	LAPTM5	LEPROTL1	LRRFIP1	LTB	MALAT1	MRPS6	MSN	MYL6	NDUFB8	NDUFV2	NR3C1	OAZ1	OST4	PABPC1	PAIP2	PBXIP1	PDCD4	PFN1	PGK1	PHLDA1	PKM	PLIN2	PLP2	POLR2L	PPP1CB	PPP1R2	PPP2R5C	PRRC2C	PSMA7	PTPRC	RAP1B	RGCC	RHBDD2	RHOG	RORA	RPL27	RPL28	RPL36AL	RPLP1	RPLP2	RPS10	RPS12	RPS16	RPS21	RPS26	RPS27	RPS29	S100A11	S100A4	S100A6	SAMSN1	SARAF	SELENOT	SH3BGRL3	SLC3A2	SPOCK2	SRGN	SRSF2	SSR4	STK17A	STK4	SUB1	TAGLN2	TANK	TGFB1	TMEM50A	TMSB4X	TNFAIP3	TPM3	TPT1	TRAC	TRAM1	TRAT1	TRBC1	TRBC2	TSC22D3	TSPYL2	TUBA4A	TUBB4B	UBA52	UBB	UBC	WIPF1	YPEL5	YWHAB	YWHAH	ZFP36L2
FAN_OVARY_CL13_MONOCYTE_MACROPHAGE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL13_MONOCYTE_MACROPHAGE	ABI1	ABL2	ABRACL	ACAA1	ACOT9	ACTB	ACTR2	ACTR3	ADA	ADRM1	AHR	AIF1	AKAP13	ALDH2	ALOX5AP	ANXA1	ANXA11	ANXA2	ANXA5	AP1S2	AP2S1	ARF6	ARFGAP3	ARHGDIA	ARHGDIB	ARL4C	ARL6IP5	ARL8B	ARPC1B	ARPC2	ARPC3	ARPC4	ARPC5	ARRB2	ASAH1	ATF5	ATOX1	ATP13A3	ATP1B3	ATP2B1	ATP5F1E	ATP5MF	ATP5MJ	ATP5MK	ATP6AP2	ATP6V0B	ATP6V0D1	ATP6V0E1	ATP6V1B2	ATP6V1F	ATP6V1H	AURKAIP1	B2M	B4GALT1	BASP1	BAX	BAZ1A	BCL2A1	BID	BLOC1S1	BLOC1S2	BLVRB	BNIP3L	BRI3	BTG1	BZW1	C15orf48	C1QA	C1orf162	CACYBP	CALHM6	CALR	CAP1	CAPG	CAPZA1	CAPZB	CARD16	CASP1	CASP4	CCR7	CD14	CD1C	CD37	CD44	CD48	CD52	CD53	CD58	CD63	CD68	CD74	CD83	CD86	CDC37	CDC42	CDC42EP3	CDC42SE1	CDKN1A	CEBPB	CFD	CFL1	CFLAR	CFP	CHCHD10	CHMP1B	CHMP4B	CIB1	CKLF	CLEC10A	CLEC7A	CLIC1	CLIC2	CMTM6	CNPY3	COPE	CORO1A	CORO1C	COTL1	COX17	COX5A	COX6B1	COX7B	COX8A	CPVL	CREM	CRIP1	CSF2RA	CST3	CSTA	CSTB	CTSB	CTSC	CTSD	CTSH	CTSL	CTSS	CTSZ	CXCL16	CXCL2	CXCL8	CXCR4	CYBA	CYRIA	CYRIB	CYTIP	CYTOR	DAZAP2	DBI	DDX39A	DNTTIP2	DOK2	DPP7	DSE	DUSP1	EFHD2	EHD1	ELF1	ELOF1	EMP3	ENO1	ETS2	EVI2A	EVI2B	EZR	FABP5	FCER1A	FCER1G	FCGR2A	FCGR2B	FCGRT	FCN1	FERMT3	FGL2	FGR	FKBP4	FLNA	FNBP1	FNIP2	FPR3	FTH1	FTL	FXYD5	G0S2	GABARAP	GAPDH	GLA	GLIPR1	GLIPR2	GMFG	GNA15	GNAI2	GNG5	GPAT3	GPR137B	GPR183	GPSM3	GPX1	GPX4	GRB2	GRINA	GRN	GSTK1	GSTO1	H3-3A	HAVCR2	HCLS1	HCST	HES4	HEXB	HLA-A	HLA-B	HLA-C	HLA-DMA	HLA-DMB	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB5	HM13	HMGA1	HMOX1	HSBP1	HSP90AA1	HSPA1A	HSPA6	HSPB1	HSPE1	IER3	IFI30	IFNGR1	IFNGR2	IGSF6	IL10RA	IL2RG	IL4I1	INSIG1	IQGAP1	ISG15	ISG20	ITGB2	JAML	JARID2	KYNU	LACTB	LAMTOR2	LAMTOR4	LAP3	LAPTM5	LCP1	LDHA	LGALS1	LGALS2	LGALS3	LGALS9	LGMN	LIMD2	LIMS1	LITAF	LMNA	LPXN	LRRFIP1	LSP1	LST1	LY86	LY96	LYZ	M6PR	MACROH2A1	MAFB	MAP2K1	MAP2K3	MAP3K8	MARCKS	MBP	MFSD1	MGAT1	MIR22HG	MIR4435-2HG	MMP9	MNDA	MOB1A	MPP1	MRPL18	MS4A6A	MS4A7	MSN	MT-CO1	MT-CO2	MTPN	MYL6	MYO9B	NAA50	NABP1	NAMPT	NAPA	NCOA4	NDUFA13	NDUFB1	NDUFV2	NEAT1	NFKB1	NFKBIA	NINJ1	NOP10	NPC2	NUMB	OAZ1	OLR1	OSBPL8	OSTF1	PABPC1	PCBP1	PDE4DIP	PEA15	PET100	PFN1	PGK1	PGLS	PHACTR1	PIM3	PKIB	PKM	PLAUR	PLEK	PLEKHB2	PLIN2	POLR2E	POLR2L	POMP	PPIF	PPP1CA	PPP1R18	PPP4C	PPT1	PRDX1	PRR13	PSAP	PSMB3	PSMB9	PSME2	PTP4A2	PTPN1	PTPRC	PTPRE	PYCARD	RAB10	RAB5C	RAB7A	RAB8A	RAB8B	RALA	RAP1A	RAP1B	RBM47	RBX1	REL	RGCC	RGS1	RGS10	RGS2	RHOA	RHOG	RILPL2	RIT1	RNASE6	RNASET2	RNF13	RNF130	RNF145	RNF181	RNH1	S100A10	S100A11	S100A4	S100A6	S100A9	SAMSN1	SAT1	SDCBP	SDS	SEC11A	SEC61B	SERF2	SERPINA1	SERPINB1	SERPINB9	SFT2D1	SH3BGRL3	SLC16A3	SNAP23	SNN	SNX3	SOD2	SPAG9	SPCS3	SPHK1	SPI1	SPNS1	SQSTM1	SRGN	SSR4	STK4	STMP1	STX11	STX4	SYNGR2	TAGLN2	TALDO1	TANK	TAOK3	TAPBP	TES	THEMIS2	TIMP1	TMEM123	TMEM167A	TMEM273	TMEM9B	TMSB4X	TNFAIP8	TNFRSF1B	TNFSF13B	TNIP1	TPD52L2	TPM3	TPP1	TRAPPC1	TSPO	TUBA1C	TUBB4B	TXN	TXNRD1	TYMP	TYROBP	UBA52	UBE2L3	UBE2R2	UPP1	UQCR11	VAMP8	VASP	VMO1	VPS29	VSIG4	WARS1	WAS	WIPF1	WTAP	YBX1	YWHAH	YWHAZ	ZEB2	ZFAND2A	ZFYVE16	ZNF706
FAN_OVARY_CL14_MATURE_SMOOTH_MUSCLE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL14_MATURE_SMOOTH_MUSCLE_CELL	A2M	ACADVL	ACTA2	ACTB	ACTN1	ACTN4	ADAMTS1	ADI1	ADIRF	ALKBH7	ANAPC16	AOC3	AP2M1	APLP2	ARID5A	ARL6IP5	ARPC1A	ARPC1B	ARPC5	ASAH1	ATF3	ATP5F1D	ATP5MC1	ATP5MC3	ATP5ME	ATP5MK	ATP5PD	ATP6AP2	AXL	BCAM	BGN	BRD2	BRK1	BSG	BTG2	C12orf57	C4orf3	CALD1	CALM1	CALM2	CALM3	CAP1	CAPZA2	CAV1	CAV2	CAVIN1	CAVIN3	CBX6	CCDC3	CCN1	CCNI	CD151	CD164	CD44	CD9	CHCHD10	CHMP5	CHURC1	CIRBP	CKB	CLIC4	COL18A1	COPS6	COX17	COX5B	COX6A1	COX6B1	COX6C	COX7A1	COX7A2	COX8A	CPE	CRIP1	CRIP2	CRYAB	CSRP1	CSRP2	CTSD	CYB5R3	CYSTM1	DBI	DCTN3	DEPP1	DNAJB1	DSTN	DUSP1	DUT	DYNC1I2	DYNLL1	DYNLRB1	EBF1	ECH1	EFHD1	EGR1	EHD2	EID1	EIF5A	ELOB	EPAS1	EPS8	ESAM	ESD	FIS1	FKBP8	FLNA	FOS	FOSB	FRZB	FXYD1	FXYD6	GADD45B	GEM	GNAS	GPX3	GSN	GSTK1	GSTP1	GUCY1A1	HCFC1R1	HES1	HES4	HEXIM1	HIGD1B	HMGB1	HMGN2	HMGN3	HSPA1B	HSPA2	HSPB1	ID2	ID3	IER2	IER3	IFITM1	IFITM2	IFITM3	IGFBP5	IGFBP7	ILK	INTS6	IRF1	ISCU	ISG15	ISYNA1	ITGB1	JUN	JUNB	KANK2	KLF10	LBH	LEPROT	LGALS1	LGALS3BP	LGI4	LHFPL6	LMOD1	MAFB	MAP1B	MAP3K7CL	MCAM	MCRIP1	MDH1	MEF2C	MFAP4	MFGE8	MGP	MGST3	MRPL33	MSRB3	MT-ND1	MT-ND3	MT-ND4L	MT-ND5	MT1E	MT2A	MTHFD2	MYADM	MYH11	MYL6	MYL9	MYLK	NDN	NDRG2	NDUFA1	NDUFA13	NDUFA3	NDUFA4	NDUFA4L2	NDUFA5	NDUFB1	NDUFB10	NDUFB7	NENF	NET1	NME3	NOTCH3	NR2F2	NTRK2	NUCKS1	NUDT4	OAZ2	OST4	PALLD	PARK7	PDK4	PDLIM1	PDLIM7	PEBP1	PFN1	PGF	PHLDA2	PHPT1	PIN1	PKIG	PLAC9	PLK2	PLN	PLP2	PLS3	PPDPF	PPP1R12A	PPP1R14A	PPP1R15A	PSME1	PTK2	PTMA	PTMS	PTN	PTP4A3	RAB11B	RAB13	RAB2A	RABAC1	RAC1	RASD1	RASL12	RCAN2	REEP5	RERG	RERGL	RGS16	RGS5	RHOA	RHOB	RHOC	RNH1	ROCK1	ROMO1	RSRP1	RSU1	S100A11	S100A4	S100A6	SDHD	SELENOM	SELENOW	SEPTIN2	SEPTIN4	SEPTIN7	SERF2	SERPING1	SERPINI1	SH3BGRL	SLIRP	SOCS3	SOD3	SORBS2	SPARC	SPARCL1	SPCS1	SRSF7	SYPL1	TAF7	TAGLN	TBCB	TBX2-AS1	TGFB1I1	TIMP3	TINAGL1	TMEM14C	TMEM230	TOMM7	TPM1	TPM2	TPM4	TPPP3	TSC22D1	TSC22D3	TSPO	TUBA1A	TXNIP	UBA2	UBB	UBL5	UGP2	UQCR11	UQCRB	UQCRQ	VAMP2	VKORC1	WASF2	WDR1	YWHAH	YWHAQ	ZFP36	ZFP36L1
FAN_OVARY_CL15_SMALL_ANTRAL_FOLLICLE_GRANULOSA_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL15_SMALL_ANTRAL_FOLLICLE_GRANULOSA_CELL	ACADM	ACIN1	ACP1	ACSL3	ACSL4	ACSM3	ACTB	ACTG1	ACTR3	ADIPOR2	ADNP	AFF4	AFG2B	AHSA1	AJUBA	AK6	AKAP9	AKIRIN1	AKIRIN2	AMH	AMHR2	AMOTL2	ANKH	ANKRD10	ANXA6	APOA1	ARF4	ARF5	ARHGAP18	ARID4A	ARID4B	ARIH1	ARL4D	ARL5B	ARL6IP1	ARPC2	ARPC5	ARPC5L	ASXL1	ATF3	ATF7IP2	ATG101	ATG3	ATP1A1	ATP1B1	ATP5F1B	ATP5F1C	ATP5IF1	ATP5MC2	ATP5MG	ATP5MJ	ATP5PF	AZIN1	B3GNT2	BAG3	BAMBI	BANF1	BCAR3	BCAT1	BCL2L12	BEX1	BEX3	BEX5	BUD23	BUD31	BZW1	C1orf52	C6orf62	CACYBP	CALM2	CAMTA1	CBX3	CCDC34	CCDC47	CCN1	CCN2	CCND2	CCNL1	CCT2	CCT4	CCT5	CCT6A	CD164	CD47	CD55	CD59	CD83	CDH2	CDH3	CDK6	CDKN2AIP	CENATAC	CFAP20	CFI	CHIC2	CHL1	CHORDC1	CHRM3	CHSY1	CHTOP	CITED2	CKAP2	CKB	CKS2	CLIC1	CLK1	CMTM8	CNN3	COMT	COPS5	COX7B	COX7C	CPSF6	CRNDE	CSPP1	CSRNP1	CSRP2	CTNNAL1	CTNNB1	CTNND1	CTSV	CYCS	CYRIB	DAAM1	DBI	DCTN6	DCUN1D5	DDX5	DDX52	DEDD2	DIPK2A	DMAC1	DNAJA1	DNAJA4	DNAJB1	DNAJB11	DNAJB4	DNAJB6	DNPH1	DPM1	DSEL	DSP	DSP-AS1	DUOX1	DUSP14	DYNLL1	DYNLT1	DYNLT2B	EBPL	EEF1B2	EFNB2	EGR3	EGR4	EIF1AD	EIF4A1	EIF4G2	EIF5	ELOB	EML5	EMX2	ENC1	EPDR1	ERG28	ERH	ETF1	ETNK1	EWSR1	EXT1	EZH2	EZR	F3	FAM210A	FBXO32	FDFT1	FDXR	FGD4	FHOD3	FILIP1L	FKBP3	FNDC3B	FOSL2	FRMD4B	FSCN1	FUBP1	FUBP3	FXR1	G0S2	G3BP2	G6PD	GADD45A	GADD45B	GADD45G	GATA4	GATA6	GATM	GHITM	GJA1	GMNN	GNAI1	GNAI3	GNL1	GOLPH3	GPAT3	GPR89B	GRB14	GRIK1	GSTA1	H2AX	H2AZ1	H4C3	HAPSTR1	HDAC2	HERC2	HES1	HEY2	HIF1A	HIGD1A	HIKESHI	HK1	HMGB3	HMGCR	HMGCS1	HNRNPA1	HNRNPA1L2	HNRNPA2B1	HNRNPC	HNRNPDL	HNRNPH1	HNRNPK	HNRNPM	HOMER1	HOPX	HSBP1	HSD17B1	HSP90AA1	HSP90AB1	HSP90B1	HSPA14	HSPA1A	HSPA1B	HSPA4	HSPA6	HSPA8	HSPD1	HSPE1	HSPH1	HUWE1	ID3	ID4	IDI1	IER2	IFI27L1	IFNGR2	IFRD1	IFT25	IGF2BP2	ING1	ING3	INHA	INHBB	IP6K2	IQCG	IRS1	IST1	ISYNA1	ITFG1	ITGA6	ITGAV	IVNS1ABP	JMJD6	JPT1	KDM5A	KHDC4	KIF1B	KLF10	KLF6	KLHDC8B	KPNA2	KPNA3	KRT18	KRT8	KTN1	LAPTM4A	LAPTM4B	LATS2	LCMT1	LEPROTL1	LGR4	LIPH	LMBR1L	LPL	LRAT	LRRC8C	LSM5	LSM7	LSR	LUC7L	LUC7L3	LY6E	MACROH2A2	MAFF	MAGED1	MAGED2	MAGOH	MAOA	MAP3K13	MAP4K4	MAPRE1	MARCHF5	MARCHF6	MARCHF7	MARCKSL1	MARK3	MATCAP2	MBIP	MCL1	ME2	MED13L	MED6	MEST	METAP2	METTL21A	MFAP2	MGARP	MGST3	MICOS10	MIDEAS	MIDN	MIF	MIR202HG	MIR22HG	MLF2	MOAP1	MOSPD1	MPC2	MRPL18	MRPL47	MRPS18C	MSH6	MT-CO1	MT-CO2	MT-CO3	MT-ND3	MT-ND4L	MTCH1	MTMR14	MTMR2	MTRF1L	MYL12A	MYL12B	MYL6	MYLIP	MYO10	MYO1B	NACA2	NAV2	NBEAL1	NCKAP5L	NDFIP1	NDUFA1	NDUFA4	NDUFA7	NDUFB6	NDUFB9	NDUFS4	NDUFS5	NECTIN2	NET1	NFE2L2	NICOL1	NME2	NME4	NOP58	NR4A1	NR5A2	NRIP1	NUFIP2	NXF1	ODR4	OLA1	OSER1	OSGIN2	P3H2	PABPN1	PAFAH1B3	PAIP1	PCBP1	PCBP2	PDLIM5	PDRG1	PDZRN3	PFDN4	PFN1	PGM1	PGM2	PHEX	PHF6	PHLDA1	PHPT1	PIP5K1A	PLA2G12A	PLAAT3	PLAT	PLIN3	PMAIP1	PNN	PNRC2	POMP	POR	PPA1	PPHLN1	PPM1B	PPM1D	PPP1R12B	PPP1R13L	PPP1R14A	PPP1R15A	PPP1R15B	PPP2CA	PPP4C	PRAME	PRDM1	PRDX2	PRDX3	PRKAR2B	PRMT1	PRPF38B	PRPF40A	PRR14	PSMA3	PSMA4	PSMB7	PSMD12	PSMD14	PSPC1	PTGER2	PTOV1	PTP4A1	PTRHD1	PTS	PTTG1	PUM1	RAB2A	RAB5A	RAB5IF	RABGGTB	RAD23B	RALB	RANBP1	RANGAP1	RASL11B	RBBP6	RBBP7	RBM22	RBM25	RBM39	RBM7	RBM8A	RBMS1	RBP1	RCHY1	RCN2	REEP6	REV3L	RHEB	RHOB	RIMKLB	RIN2	RIOK3	RNF19A	RNMT	RPAIN	RPL17	RPL27A	RPL37A	RPL39	RPRD1A	RPS25	RPS26	RRN3	RSRC2	RUNX1	RYBP	S100A10	SARAF	SARNP	SAT2	SCD	SCG5	SCYL2	SDE2	SEC14L1	SEC61G	SEH1L	SEM1	SERPINE2	SERPINH1	SERTAD1	SERTAD3	SF3B6	SFPQ	SGK1	SINHCAF	SKIL	SKP1	SLC12A2	SLC16A1	SLC25A3	SLC25A33	SLC25A5	SLC39A8	SLCO3A1	SLU7	SMARCA1	SMARCD3	SMNDC1	SMS	SNAPC1	SNHG15	SNRPA1	SNRPB	SNRPE	SNRPF	SNRPG	SNRPN	SOWAHC	SOX4	SPINT2	SQLE	SRI	SRP9	SRPX	SRSF10	SRSF2	SRSF3	SRSF9	ST3GAL4	STIP1	STK17B	STMN1	STRAP	SUB1	SUMO1	SYNE2	TAB2	TAF1D	TARS1	TAX1BP1	TBC1D23	TBCA	TCEA3	TCEAL2	TCEAL9	TCP1	TEAD1	TFG	THAP9-AS1	THBS1	THUMPD3-AS1	TIMM17A	TIMM23	TJP1	TMEM106C	TMEM126A	TMEM14A	TMEM176B	TMEM41A	TMEM41B	TMEM60	TMEM97	TMSB10	TNNI3	TNPO3	TOB1	TOP1	TOR1AIP2	TPD52	TPI1	TPM3	TPR	TPRKB	TRA2A	TRA2B	TRMT112	TSC22D2	TSPAN7	TUBB2A	TUFT1	TWSG1	TXN2	TXNDC12	TXNDC17	TXNL1	TXNRD1	U2AF1	U2SURP	UBALD1	UBC	UBE2A	UBE2C	UBE2D1	UBE2D3	UBE2N	UBL5	UBXN8	UQCC2	UQCRH	UQCRHL	USP16	USP48	USP9X	USPL1	VAPA	VDAC2	VPS29	WAC	WASF1	WASF3	WEE1	WIPF3	WSB1	WT1	YAF2	YAP1	YBX3	YME1L1	YTHDC1	YWHAB	YWHAE	YWHAH	ZBTB10	ZC3H15	ZC3HAV1	ZCCHC10	ZFAND2A	ZFAND5	ZFAND6	ZNF275	ZNF326	ZNF428	ZNF593	ZNF711	ZNF814	ZNG1B
FAN_OVARY_CL16_LYMPHATIC_ENDOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL16_LYMPHATIC_ENDOTHELIAL_CELL	A2M	ABI3BP	ACTR2	ADCY4	ADD3	ADM	AKAP12	ALDH1A1	ANGPT2	ANXA2	ANXA5	APLP2	APOD	APP	ARHGAP29	ARL2	ARL4A	ARL6IP1	ARPC1B	ATP5F1E	ATP6AP2	ATRAID	B2M	BCAP29	BCAP31	C6orf141	CALCRL	CALM1	CAVIN1	CAVIN2	CCL21	CCN1	CCND1	CD151	CD59	CD63	CD9	CDH5	CEBPD	CFI	CLDN5	CLEC14A	CLU	CNTNAP3B	COMT	CRBN	CRIP2	CTHRC1	CTSD	CTSL	CYB5R3	DAD1	DDX17	DDX5	DEGS1	DEPP1	DIPK2B	DNAJC11	DOCK5	DONSON	DUSP1	DUSP6	EFEMP1	EFNA1	EGFL7	ELK3	ENG	EPSTI1	EXOC1	FABP4	FABP5	FCGRT	FDPS	FKBP1A	FLT4	FN1	FOS	FOSB	FSCN1	FXYD5	FXYD6	GADD45B	GFUS	GIMAP4	GIMAP7	GJA1	GMFG	GNAS	GNG11	GRN	GUK1	GYPC	H1-0	HEXB	HLA-A	HLA-B	HLA-C	HLA-E	HMGN3	HSPB1	HYAL2	IER2	IFITM3	IGFBP4	IGFBP7	IL6ST	ITM2B	JUN	JUNB	KCTD12	KLF10	KLF4	KLF6	KRTCAP2	LAMA4	LAMP1	LAMP2	LAPTM5	LDB2	LEPROT	LGALS3	LIMS1	LMAN2	LOX	LRPAP1	MALAT1	MAN1A1	MAP1B	MARCKS	MFAP2	MGST2	MMP2	MMRN1	MT-CO1	MT-CYB	MT-ND4L	MT-ND5	MTUS1	MYCT1	MYL12A	MYL12B	N4BP2L2	NDUFS7	NEAT1	NFIA	NFIB	NKTR	NNMT	NORAD	NPC2	NR2F2	NRP2	NTAN1	NTS	NUCB1	OCIAD1	ODF2L	OS9	PDPN	PECAM1	PET100	PFN1	PIM3	POLR2L	PPFIBP1	PPIC	PPP1R2	PRCP	PROCR	PROX1	PRSS23	PRXL2A	PSAP	PTMS	PTPRE	PTX3	RAB11A	RAMP2	RASGRP3	REEP3	REEP5	REXO2	RHOC	RSRP1	RTN4	S100A10	S100A16	S100A6	SBDS	SCN3B	SDF4	SELENOP	SERPING1	SH3BGRL3	SHC1	SLC38A1	SMAD1	SMTN	SNX2	SPSB3	SPTBN1	STMN1	STOM	SYPL1	TCF4	TFF3	TFPI	TGFBR2	TIE1	TIMP3	TM4SF1	TM4SF18	TMBIM6	TMEM123	TMEM255B	TMEM50A	TMEM59	TNFSF10	TPM3	TRAPPC1	TSPAN4	TSPAN5	TSPO	TUBA1A	TXNIP	UGP2	VGLL4	VWF	WFS1	XIST	YWHAH	ZFYVE21
FAN_OVARY_CL17_PUTATIVE_APOPTOTIC_SMOOTH_MUSCLE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL17_PUTATIVE_APOPTOTIC_SMOOTH_MUSCLE_CELL	A2M	ACTA2	ACTN1	ADAMTS1	ADAMTS4	ADIRF	AHSA1	AKAP12	AKAP13	AOPEP	ARID5A	ARID5B	ATF3	ATF4	ATG101	ATP1B3	AXL	BAG1	BAG3	BCAM	BGN	C11orf96	CACYBP	CALM1	CALM2	CALR	CAV1	CCDC3	CCNI	CCT3	CCT5	CCT6A	CD151	CD44	CD59	CD63	CD9	CDKN1A	CHD1	CLIC4	CNN1	COL18A1	COL4A1	COQ10B	CPE	CREM	CRISPLD2	CRY1	CRYAB	CSRNP1	CSRP1	CSRP2	CTSL	CYCS	CYSTM1	CYTOR	DDX21	DEGS1	DNAJB1	DNAJB6	DNAJB9	DNTTIP2	DSTN	DUSP14	EDNRA	EEF2	EFHD1	EIF1	EIF2S1	EIF4A1	EIF4A3	EIF4E	EIF5	EMP2	EPAS1	ETS2	FAU	FGFR1	FKBP4	FRZB	FXYD1	FXYD6	GABARAPL1	GADD45B	GEM	GJA4	GLA	GNL2	GNL3	GPX3	H2AJ	H2AZ1	H3-3B	HES4	HIPK2	HNRNPA2B1	HNRNPF	HNRNPH1	HNRNPM	HSP90AA1	HSP90AB1	HSPA1A	HSPA2	HSPA8	HSPA9	HSPB1	HSPB8	HSPD1	HSPE1	IER3	IFITM3	IGFBP7	ILF2	IQCG	ISG15	ISYNA1	KCTD20	KDM6B	LBH	LDHA	LGALS1	LIMS1	LITAF	LMNA	LRCH3	MAFF	MALAT1	MAP1B	MAP1LC3A	MAP2K3	MAP3K7CL	MAT2A	MFGE8	MIR22HG	MIR4435-2HG	MRPL18	MRPL32	MRPS6	MRTO4	MSN	MT-ND1	MT-ND2	MT1A	MT2A	MTHFD2	MYH11	MYL6	MYL9	MYLK	NAA50	NDRG2	NDUFA4L2	NEAT1	NOP16	NR1H2	NR4A1	NR4A3	NUDC	NUDT4	OAT	OAZ2	OPA3	PDGFRB	PDK4	PDLIM5	PEA15	PGF	PHLDA1	PHLDA2	PITPNB	PKIG	PLEKHA4	PLEKHO1	PNO1	PNRC1	PRDX1	PRKAR1A	PTGES3	PTN	PTP4A3	RAD23A	RAN	RASSF1	RGS5	ROCK1	RPF2	RPL36AL	RRS1	SBDS	SELENOK	SELENOM	SELENOS	SERPINH1	SFPQ	SLC25A3	SLC25A5	SLC3A2	SOD1	SOD3	SQSTM1	SRRM2	STAT3	STIP1	STOM	TAF7	TAGLN	TCP1	TIMP3	TINAGL1	TM4SF1	TMEM165	TNFRSF12A	TNFRSF1A	TPM1	TPM2	TSC22D1	TSSC4	TUBA1B	TUBA1C	TUBB4B	UBA2	UBE2D3	UBE2S	VASN	WDR43	XBP1	YBX1	YBX3	ZBTB38	ZFHX3	ZNF331
FAN_OVARY_CL18_B_LYMPHOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL18_B_LYMPHOCYTE	ACSL3	ACTN4	ACTR2	ADRM1	AKAP13	AKIRIN1	AKIRIN2	ALG13	ALG2	ALKBH5	ALOX5AP	ANKRD11	ANKRD12	ANP32A	ANXA11	AP3S1	APRT	ARF6	ARFGAP3	ARHGDIA	ARHGDIB	ARID5A	ARL6IP5	ARPC1B	ARPC2	ARPC3	ARPC4	ARPC5L	ASF1A	ATF5	ATP1B3	ATP5F1E	ATP6V0B	ATP6V0D1	ATP6V0E1	ATP6V1B2	B2M	B4GALT1	BAZ1A	BID	BIRC3	BLOC1S2	BRD4	BZW1	C12orf75	CACYBP	CALR	CAP1	CAPG	CAPZA1	CBX6	CCDC12	CCDC50	CCR7	CD2BP2	CD37	CD4	CD44	CD53	CD68	CD74	CD79A	CD83	CDC37	CDC42SE2	CDK2AP2	CFLAR	CHCHD10	CHCHD2	CHORDC1	CLEC2D	CLECL1P	CLIC3	CMSS1	CMTM6	CMTM7	CNPY3	COPB1	COPE	CORO1A	CORO1C	COX4I1	COX5A	COX6A1	CREM	CRIP1	CST3	CTSB	CTSC	CTSS	CTSZ	CXCR4	CYB561A3	CYBA	CYRIB	CYTIP	DBI	DDB1	DDX21	DDX24	DDX39A	DDX5	DEDD2	DERL3	DHRS7	DLD	DNAJA1	DNAJB11	DNASE1L3	EEF1B2	EGLN3	EIF5A	EIF6	ELF1	ELOA	ELOF1	EMC3	EMP3	ENSA	ERP29	ETF1	EVI2B	EZR	FABP5	FAU	FCER1G	FERMT3	FKBP2	FKBP4	FMNL1	FTH1	FTL	FXYD5	FYTTD1	G3BP2	GABARAPL2	GGA2	GLIPR1	GNA13	GNA15	GNG5	GOLT1B	GPR183	GPR65	GPSM3	GPX1	GRB2	GRN	GRSF1	GTF2B	GTF3A	GUK1	GZMB	H1-2	H2AZ2	HCLS1	HCST	HERPUD1	HES4	HEXB	HINT1	HLA-A	HLA-B	HLA-C	HLA-DMA	HLA-DMB	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB5	HM13	HSP90AA1	HSP90B1	HSPA1A	HSPA1B	HSPA4	HSPA8	HSPD1	HSPE1	HSPH1	HVCN1	IDS	IFNGR1	IGKC	IK	IL2RG	IL3RA	IL4I1	IRF4	IRF7	IRF8	ISCA1	ISCU	ISG20	ITM2C	JAML	JCHAIN	JTB	KMT2E	KPNA2	LAGE3	LAPTM5	LCP1	LDLRAD4	LGMN	LILRA4	LILRB4	LIMD2	LITAF	LLPH	LPXN	LRRFIP1	LSM1	LSP1	LTB	M6PR	MAD1L1	MALT1	MANF	MAP1A	MAP2K3	MBP	MGAT2	MIR155HG	MKNK2	MOB1A	MOB4	MRPL18	MRPL47	MRPS6	MS4A6A	MTDH	MYBL2	MZB1	N4BP2L1	NAA50	NCF1	NDUFV2	NFKB1	NFKB2	NINJ1	NOP10	NOP56	NOP58	NOPCHAP1	NPC2	NR3C1	NUDC	OFD1	OPN3	P2RY6	P4HB	PABPC1	PAG1	PAK1	PARK7	PAXX	PFN1	PGK1	PHACTR1	PHF20L1	PIM3	PKM	PLAC8	PLD4	PLEK	PLP2	PMAIP1	PMEPA1	POLB	POLE3	POLR2J3	PPM1G	PPP1CA	PPP1CB	PPP1R14B	PPP1R2	PRDX1	PRR13	PSENEN	PSMA5	PSMB3	PSMB4	PSMC2	PSMD14	PTCRA	PTGDS	PTP4A2	PTPN1	PTPN2	RAB5C	RAB8A	RALA	RAN	RANBP2	RAP1A	RBM3	RBM42	RBM5	RBX1	REL	RELB	REPIN1	RGS2	RHOA	RHOF	RHOG	RILPL2	RNASET2	RNF130	RNF145	RNF149	RPL27	RPL28	RPL37	RPLP2	RPN2	RPS10	RPS11	RPS12	RPS26	RPS28	RPS29	RRBP1	RTF2	RUBCN	SAR1B	SARAF	SAT1	SCT	SEC11C	SEC13	SEC61A1	SEC61B	SEC61G	SELENOS	SELENOT	SELL	SEPTIN6	SERP1	SERPINB9	SF1	SH2B3	SH3BGRL3	SH3BP5	SH3TC1	SIDT1	SIVA1	SLC15A4	SLC3A2	SLC7A11	SLC7A5	SMC4	SMIM14	SNF8	SNRPG	SPCS1	SPCS3	SPIB	SPON2	SQSTM1	SRGN	SRSF2	SRSF3	SRSF7	SSR3	SSR4	STK4	SUB1	SUPT4H1	SUPT5H	SYNGR2	TACC1	TAGLN2	TALDO1	TAPBP	TCF25	TCF4	TES	TGFB1	TGFBR1	THEMIS2	TM9SF2	TMEM243	TMEM248	TNFRSF21	TNIP1	TOMM20	TOP1	TOX4	TPM3	TPT1	TRA2B	TRAF4	TRIB1	TSPAN13	TUBA4A	TUBB4B	TUBB6	TXN	TXNL4A	TXNRD1	TYMP	TYROBP	UBA52	UBE2A	UBE2L3	UCP2	UGCG	UQCR11	USP8	VAMP8	VCP	VDAC3	YPEL5	YTHDF2	YWHAZ	ZC3HAV1	ZNF706
FAN_OVARY_CL1_GPRC5A_TNFRS12A_HIGH_SELECTABLE_FOLLICLE_STROMAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL1_GPRC5A_TNFRS12A_HIGH_SELECTABLE_FOLLICLE_STROMAL_CELL	ACTG1	AEBP1	AHSA1	AK6	AKAP12	AKIRIN1	AMD1	ANKRD28	ANXA5	APP	ARF4	ARID5B	ATF1	ATF4	ATG101	ATP1A1	ATP1B1	ATP6V0D1	AXL	BAG2	BAG3	BRIX1	BST2	BTG3	BZW1	C11orf96	C1QBP	C1R	C1S	C7	CACYBP	CALD1	CAMLG	CAV1	CAV2	CAVIN1	CCDC47	CCDC80	CCNI	CCT2	CCT3	CCT4	CCT5	CCT6A	CD55	CD63	CEBPZ	CFD	CFH	CHD1	CHMP2B	CHMP4B	CLTB	CNBP	CNN3	COL18A1	COL1A1	COL1A2	COL6A1	COL6A2	COLEC11	COPS3	COQ10B	CPE	CRY1	CSNK1A1	CTNNAL1	CTSF	CTSL	CYCS	CYTOR	DCAF13	DCN	DDX21	DDX5	DEGS1	DHX15	DHX9	DIMT1	DIRAS3	DKC1	DNAJA1	DNAJA2	DNAJB6	DNAJC2	DSE	DUSP14	EEF1A1	EEF2	EFEMP1	EIF1AX	EIF1B	EIF3A	EIF3E	EIF3H	EIF3I	EIF3J	EIF4A1	EIF4A3	EIF4E	EIF4G2	EIF4H	EIF5	EIF5B	ELOC	EMP1	EMP2	ENO1	EPS8	ERRFI1	ETF1	EWSR1	FBL	FGD4	FGF7	FGFR1	FHL2	FILIP1L	FKBP4	FUBP1	FUNDC2	G3BP1	GADD45A	GCLM	GEM	GLA	GLIS3	GLRX	GNL1	GNL3	GOLGA4	GPATCH4	GPC3	GPRC5A	GRPEL1	GSN	GSPT1	GSTM3	GTPBP4	H2AX	H2AZ1	HNRNPA0	HNRNPA1	HNRNPA2B1	HNRNPA3	HNRNPAB	HNRNPC	HNRNPDL	HNRNPF	HNRNPH1	HNRNPH3	HNRNPK	HNRNPM	HNRNPU	HSP90AA1	HSP90AB1	HSPA8	HSPA9	HSPD1	HSPE1	HSPH1	IARS1	IFI16	IGFBP5	ILF2	IMPDH2	IQCG	JMJD1C	KDM6B	KIF5B	KLF4	KPNA2	KRT19	LAMA4	LDHA	LGALS3	LHFPL6	LITAF	LMNA	LRRC59	LRRFIP2	LTBP4	LUM	LUZP1	MAFF	MAP1B	MAP1LC3B	MAP2K3	MAP4K5	MAPRE1	MARCHF3	MARCHF5	MAT2A	MEG3	MFAP4	MGAT1	MLF1	MMP2	MORF4L2	MRFAP1	MRPL32	MRTO4	MTDH	MTHFD2	MYADM	MYC	NAA15	NAA20	NAA50	NACA	NAP1L1	NASP	NBL1	NCL	NFIA	NGDN	NIFK	NME1	NOLC1	NOP16	NOP53	NOP56	NPM1	NUDT4	NXF1	NXT1	OAT	OGN	OSER1	PA2G4	PABPC1	PALLD	PAWR	PDLIM3	PEA15	PEG10	PHLDA1	PLOD2	PLSCR1	PLTP	PNO1	PNPLA8	PNRC1	PNRC2	PPIL4	PPP1R15A	PPP2CA	PPP2CB	PPP2R2A	PPP4R2	PRDX1	PRNP	PRPF38B	PSMC4	PSMD12	PSMG1	QSOX1	RAB7A	RACK1	RAN	RARRES2	RB1CC1	RBBP6	RBM25	RBM7	RHEB	RHOBTB3	RNF10	RNF139	RNF149	RNPS1	RPL10	RPL10A	RPL13A	RPL14	RPL18	RPL24	RPL4	RPL5	RPL7A	RPL7L1	RPL8	RPL9	RPLP0	RPS5	RPS9	RPSA	RRS1	RSL1D1	RTN4	SAFB	SAFB2	SAP18	SARS1	SBDS	SDC2	SELENOM	SERBP1	SERPINF1	SERPING1	SERTAD1	SF1	SFPQ	SGCE	SGK1	SLC1A5	SLC38A2	SLC3A2	SMARCA5	SNHG15	SNHG32	SNRPB	SNU13	SPART	SPSB1	SPTSSA	SQSTM1	SRP19	SRRM2	SSB	ST13	STAR	STAT3	STIP1	STK17A	STRAP	SYNCRIP	TARDBP	TBC1D15	TCEAL1	TCF21	TCP1	TENT5A	TFAM	TIMP1	TMED5	TMEM165	TMEM176B	TMEM70	TMEM87A	TNFRSF12A	TNFRSF1A	TOMM40	TOP1	TPT1	TRIR	TRMT10C	TSPAN5	TSPYL1	TUBA1A	TUBA1C	TUBB4B	TUBB6	TXNL1	TXNRD1	UAP1	UBA2	UBAP1	UBB	UBC	UBE2A	UBE2D1	UBE2D3	UBE2N	UBL3	UGDH	UTP11	VAPA	VIM	WDR1	WDR43	WDR74	WTAP	XBP1	XRCC6	YBX1	YBX3	YTHDF2	YWHAG	ZNF207
FAN_OVARY_CL2_PUTATIVE_EARLY_ATRETIC_FOLLICLE_THECAL_CELL_1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL2_PUTATIVE_EARLY_ATRETIC_FOLLICLE_THECAL_CELL_1	APOE	BEX3	BST2	C12orf57	C1R	C1S	C7	CALD1	CEBPD	CIRBP	COL1A1	COL1A2	COL6A1	COL6A2	COMMD6	COX6C	CYB5A	DCN	DDIT4	DUSP1	EGR1	FOS	FOSB	GSTM3	H3-3B	HES1	HMGN2	HMGN3	HSPA1B	ID2	IFITM3	IGFBP5	ITM2B	JUN	JUNB	LAPTM4A	LGALS1	LUM	MDK	MFAP4	N4BP2L2	NBEAL1	NBL1	NUCKS1	OGN	OST4	PDK4	PEBP1	PFDN5	RARRES2	RPL11	RPL12	RPL17	RPL21	RPL23A	RPL24	RPL26	RPL30	RPL31	RPL32	RPL34	RPL35A	RPL36	RPL36A	RPL37	RPL38	RPL39	RPL41	RPL7	RPLP1	RPS13	RPS15	RPS15A	RPS18	RPS20	RPS23	RPS24	RPS27	RPS8	S100A6	SELENOM	SELENOP	SEPTIN7	SERPINF1	SERPING1	SNHG32	SNRPD2	ST13	TCEAL4	TCEAL9	TIMP2	TMA7	TMEM258	TOMM7	TPM2	UQCRB	ZFP36	ZFP36L1
FAN_OVARY_CL3_MATURE_CUMULUS_GRANULOSA_CELL_1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL3_MATURE_CUMULUS_GRANULOSA_CELL_1	ABCA8	ABLIM1	ACSL4	ACSM3	ACTG1	AKAP9	AMH	ANXA6	APOA1	ARPC2	ATP5IF1	ATP5MC2	ATP5ME	ATP5MF	ATP5MJ	ATP5PF	ATRX	AVPI1	BAMBI	BAX	BBLN	BEX1	BEX3	BEX4	BMPR2	BTF3L4	CAMTA1	CBX3	CCND2	CD47	CD99	CDH2	CFI	CKB	CLDN11	CLIC1	CLNS1A	CMTM6	CNOT7	COL4A1	COL4A2	COX5B	COX6B1	COX7C	CST3	DAAM1	DAG1	DAPL1	DBI	DDAH2	DDX17	DMAC1	DONSON	DPP7	DPYSL3	DSP	DST	EIF4G1	ELK1	ELOB	EML5	ENAH	EPDR1	EPHX1	FAM204A	FAM78A	FHL2	FKBP9	FLNA	FSCN1	FST	GABPB1-AS1	GASK1B	GATM	GJA1	GPX3	GRB14	GREB1	GRIK1	GSTA1	GSTA4	GSTP1	GTF2H5	GTF2I	H1-0	H3-3A	HACD3	HDAC2	HIF1A	HIGD2A	HMGN1	HNRNPD	HOPX	HS3ST1	HS6ST1	HSBP1	HSD17B1	HSPG2	HTRA1	HUWE1	ID3	IDH1	IFI27	IFI35	IGFBP2	IGFBP7	INSR	IRF4	ITGB1	IVNS1ABP	KCNQ1OT1	KIDINS220	KTN1	LAPTM4B	LCMT1	LGALS3BP	LMBR1L	LPP	LSM5	LSM7	LUC7L3	LY6E	MAGED2	MALAT1	MAOB	MAP4K4	MARCKS	MARCKSL1	MDK	MEX3B	MFAP2	MGST3	MPST	MRPS21	MSI2	MT-ATP6	MT-CO1	MT-CO2	MT-CO3	MT-CYB	MT-ND1	MT-ND2	MT-ND3	MT-ND4	MT-ND4L	MT-ND5	MYH9	MYL6	MZT2B	NDFIP1	NDP	NDUFA13	NDUFA3	NDUFB5	NDUFB7	NDUFC2	NDUFS4	NDUFS5	NEDD8	NICOL1	NKTR	NME4	NONO	NSG1	NUP214	OCIAD2	OSBPL1A	PABPN1	PCBP2	PEG3	PET100	PHF6	PHPT1	PLA2G12A	PLAAT3	PLD3	PLEKHJ1	PLP1	POLR2I	PPDPF	PPFIBP1	PPHLN1	PPP1R12B	PPP1R14A	PRDX2	PRDX3	PRDX4	PRKAR2B	PRR15	PRSS23	PTRHD1	PTTG1IP	RBP1	RCN2	RHOB	RNF7	RPAIN	RPS25	S100B	SCD	SEC31A	SELENOH	SELENOP	SEMA6D	SERPINE2	SFRP4	SIGLEC11	SLC16A1	SLC5A3	SMS	SNRPD2	SNRPN	SOWAHC	SOX4	SPINT2	SPRR2F	SRI	SRP9	ST3GAL4	STMN1	STMP1	SYNE2	TBC1D4	TBCA	TCEA3	THBS1	TIMM13	TM7SF2	TMEM123	TMEM258	TMEM97	TMEM98	TMSB10	TMSB4X	TNNI3	TRAPPC4	TSHZ2	TSPAN6	TSPAN7	TTC3	TUBB	UQCR10	UQCR11	UQCRQ	USO1	VCAN	VIT	VPS35	WASF1	WIPF3	XIST	YAP1	ZFP36L2	ZNF428
FAN_OVARY_CL4_T_LYMPHOCYTE_NK_CELL_1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL4_T_LYMPHOCYTE_NK_CELL_1	ADGRE5	ADRM1	AKAP13	AKNA	ALOX5AP	ANXA1	ANXA11	APMAP	APOBEC3G	ARF6	ARHGDIA	ARHGDIB	ARID4B	ARID5A	ARL6IP5	ARPC1B	ARPC2	ARPC3	ATP1B3	ATP5F1B	ATP5F1E	ATP6V0E1	AURKAIP1	B2M	BIRC3	BTG1	BUB3	BZW1	C12orf75	C9orf78	CALM1	CALR	CAP1	CAPZA1	CCL4	CCL5	CD2	CD247	CD37	CD3D	CD3E	CD44	CD52	CD53	CD69	CD7	CDC37	CDC42	CDC42SE1	CDC42SE2	CFL1	CHCHD2	CHST12	CIB1	CLEC2D	CLIC1	CORO1A	COTL1	COX6A1	CREM	CRIP1	CST7	CTSW	CXCR4	CYBA	CYTIP	DAZAP2	DBI	DDIT4	DDX24	DOK2	DUSP2	DYNLL1	EIF1	EIF5A	ELF1	EMP3	ENO1	ENSA	EZR	FAM177A1	FGFR1OP2	FLNA	FNBP1	FTH1	FXYD5	FYN	GAPDH	GIMAP7	GNG2	GNLY	GSPT1	GUK1	GZMA	GZMB	GZMH	GZMK	GZMM	H2AZ2	HCST	HINT1	HLA-A	HLA-B	HLA-C	HLA-DPB1	HLA-DQB1	HLA-DRB1	HLA-E	HMGB2	HOPX	HSP90AA1	HSPA1A	HSPA8	ID2	IDI1	IFITM1	IFITM2	IL2RG	IL32	IRF1	ISCU	ISG15	ISG20	ITGB2	ITM2A	JAK1	JPT1	JTB	KLF6	KLRB1	KLRD1	KMT2E	LAPTM5	LCP1	LDHA	LEPROTL1	LIMD2	LITAF	LRRFIP1	LSP1	MANF	MCL1	MRPS6	MSN	MYL6	NAA50	NDUFA6	NDUFB8	NKG7	NOP10	OASL	OAZ1	PABPC1	PAIP2	PDCD4	PFN1	PGAM1	PGK1	PIK3R1	PKM	PLAAT4	PLP2	POLR2L	PPP1CA	PPP2R5C	PPP4C	PRF1	PRPF38B	PRR13	PRRC2C	PSMA7	PSMB9	PSME1	PSME2	PTMA	PTPRC	RAB5C	RAB5IF	RABAC1	RAN	RAP1B	RBM8A	RGCC	RHOA	RPL28	RPS26	RPS29	RUNX3	S100A10	S100A11	S100A4	S100A6	S1PR4	SAMSN1	SARAF	SELENOT	SF3B2	SH2D2A	SH3BGRL3	SLC3A2	SNRPB	SNU13	SOD1	SPOCK2	SRGN	SRSF2	SRSF7	SSR4	STK4	SUB1	SUPT4H1	SURF4	SYAP1	TAGLN2	TAP1	TCF25	TERF2IP	TGFB1	TMA7	TMBIM6	TMEM50A	TMSB4X	TNFRSF1B	TPM3	TRAC	TRAM1	TRBC1	TRBC2	TRGC2	TRIR	TSC22D3	TUBA1A	TUBA1B	TUBA4A	TUBB4B	UBA52	UBB	UBC	UBE2A	UBE2D3	WIPF1	YPEL5	YWHAB	YWHAZ	ZFP36	ZFP36L2
FAN_OVARY_CL5_HEALTHY_SELECTABLE_FOLLICLE_THECAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL5_HEALTHY_SELECTABLE_FOLLICLE_THECAL_CELL	ACAA1	ACADVL	ADH5	ADM	AHSA1	AKAP17A	AKIRIN2	ALDH1A1	ALDH9A1	ANGPTL4	ANKRD10	APEX1	APOC1	APOD	APOE	ARF4	ARF5	ARF6	ARHGAP5	ARID4B	ARL4D	ARL5B	ATG101	ATP2B1	ATP5F1A	ATP5F1C	ATP5MC3	ATP5MJ	ATP6AP2	ATRX	BAG3	BGN	BOD1	BORCS7	C19orf48P	C1orf52	C4BPB	C5orf15	C7	CACYBP	CALD1	CALU	CAND1	CAT	CCN1	CCN2	CCNL1	CCT2	CCT4	CDH11	CFAP20	CHIC2	CHORDC1	CITED2	CKS2	CLEC11A	CLEC2B	CLK1	CLK4	COL15A1	COL18A1	COL1A1	COL1A2	COL3A1	COL4A1	COL4A2	COL5A1	COL6A1	COL6A2	COL6A3	COLEC11	COX6C	CPED1	CPXM1	CSNK1A1	CTR9	CTSC	CTSK	CYTOR	DARS1	DDIT4	DDX5	DLC1	DNAJA1	DNAJB4	DNAJB6	DSEL	DYNLL1	ECE1	ECH1	EEF2	EFEMP2	EGR1	EIF3M	EIF4A3	EMILIN1	EMP2	ENC1	EPS8	EXTL2	F3	FAM210B	FDX1	FERMT2	FHL1	FILIP1L	FKBP10	FLYWCH2	FRZB	FSTL1	GADD45B	GADD45G	GBP1	GBP4	GCLM	GCSH	GLRX	GLRX5	GLT8D2	GRHPR	GYPC	H2AC6	H2AZ1	HACD3	HES1	HMGN2	HNRNPA0	HNRNPA1L2	HSDL2	HSPA8	HSPE1	HSPH1	HTRA3	IER2	IFI6	IFITM1	IFITM3	ING1	IP6K2	IRF8	ISG15	ISOC1	ITM2C	JMJD1C	JMJD6	JUN	KLF10	KLF4	KLHDC8A	KPNA2	LAMA4	LAMB1	LAMC1	LAMP2	LAMP5	LANCL2	LAPTM4A	LDHB	LGALS1	LIMA1	LMAN1	LRRFIP2	MAGED1	MALSU1	MATN2	MCL1	MDH2	MEG3	MEST	MGARP	MIF	MIR4435-2HG	MLF2	MMP14	MMP2	MORN2	MPG	MRPL18	MTDH	MTUS1	MTX2	MYL12B	MYO6	NBEAL1	NCALD	NECTIN2	NEXN	NID1	NID2	NME2	NME3	NOLC1	NONO	NOP58	NPM3	NR2F2	NR4A1	NRP1	NSG1	NUCKS1	OAF	OSER1	OSR2	OSTC	P4HB	PBX1	PCOLCE	PDGFRA	PDGFRB	PEG3	PFDN4	PFN2	PGRMC1	PHLDA1	PLAGL1	PLD3	PLIN3	PLOD1	PLTP	PMP22	PPIA	PPIC	PPP1CC	PPP1R12A	PPP2CA	PPP2CB	PPP3CA	PRKAR1A	PSMA2	PTCH1	PTGER2	PTK7	PTMS	PTTG1	PXDN	RAB34	RAD23B	RASD1	RBBP6	RBM22	RBMS1	RCN1	RCN2	RGS2	RHBDD2	RHOBTB3	RNASE1	RND3	RPL22L1	RPLP0	RPS26	RPS7	RRBP1	RSRC2	RWDD4	S100A13	SAT2	SCD5	SCPEP1	SDC2	SDHD	SEC63	SEPTIN7	SEPTIN9	SERPINF1	SERPINH1	SGCE	SGK1	SLC25A36	SLC25A5	SLC38A2	SNAI2	SNHG19	SNHG25	SPARC	SPG21	SPON2	SPTBN1	SRSF11	SRSF6	STAT1	STRAP	SULF2	SUSD3	TAX1BP3	TCAF1	TCIM	TCP1	THAP9-AS1	TLE1	TLE4	TMEM45A	TMEM59	TMEM9	TMEM98	TMOD3	TPM2	TPM4	TPST1	TRA2B	TRIP6	TSHZ2	TSPAN5	TTC3	TWSG1	TXNL1	U2AF1	UBB	UBC	UBXN4	VCAM1	VGLL3	WFDC1	WLS	ZFAND2A	ZFAND5	ZNF106	ZNF90
FAN_OVARY_CL6_PUTATIVE_EARLY_ATRETIC_FOLLICLE_THECAL_CELL_2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL6_PUTATIVE_EARLY_ATRETIC_FOLLICLE_THECAL_CELL_2	ABCA8	ACTA2	ACTR10	ADAMTS1	ADH5	ADISSP	ADM	AEBP1	AK3	AKAP12	AKR7A2	ALDH1A1	ALDH7A1	ALDH9A1	AP3S1	APOE	APP	ARL1	ARL4D	ATF3	ATP6AP2	ATRAID	BDH2	BGN	BNIP3	BNIP3L	BSG	BST2	BTG2	C12orf57	C1R	C1S	C4orf3	C7	CALD1	CALU	CAPZB	CAVIN1	CCDC80	CCN1	CCN5	CCNI	CCNL1	CDH11	CEBPD	CELF2	CFD	CFH	CIRBP	CLDN11	CLEC11A	CLK1	COL18A1	COL1A1	COL1A2	COL3A1	COL6A1	COL6A2	COL6A3	COLEC11	CPE	CPQ	CPXM1	CRYAB	CSRP1	CTSD	CTSF	CTSK	CUTA	CXCL12	CYB5A	CYB5R3	CYBRD1	DCN	DDAH2	DDIT4	DEPP1	DNAJB1	DSTN	DUSP1	ECHDC2	EEF1A1	EFEMP2	EGR1	EID1	EIF3E	EIF4A2	EMILIN1	ENG	EPHX1	ERGIC2	ESD	FAM162A	FBLN1	FBXO21	FCGRT	FKBP10	FKBP7	FKBP8	FN1	FOS	FOSB	FSTL1	FXYD1	FXYD6	GADD45B	GADD45G	GDI2	GLUL	GPC3	GSN	GSTM3	GSTM5	GYPC	HADHB	HES1	HEXIM1	HMGN2	HMGN3	HNMT	HS3ST1	HSPA1A	HSPA1B	HSPA6	HTRA1	ID2	ID3	IER2	IER3	IFI27L2	IFI6	IFITM3	IGF1	IGFBP3	IGFBP4	IGFBP5	ILK	IMPDH2	ING2	INTS6	ITM2B	JUN	JUNB	KCNQ1OT1	KDELR1	KLF10	KLF4	KLHDC2	KLHDC8A	KRT19	LAMP1	LAMP2	LAPTM4A	LEPROT	LGALS1	LGALS3	LGALS3BP	LHFPL6	LRPAP1	LRRC17	LTBP4	LUM	MAOB	MATN2	MBNL2	MDK	MEG3	MFAP4	MGP	MMP14	MMP2	MMP23B	MORF4L2	MPHOSPH8	MPST	MXRA8	MYADM	MYL9	MYLK	NBL1	NDN	NDRG2	NENF	NFIA	NFIC	NFKBIA	NME3	NOP53	NPC2	NR2F2	NR4A1	NUCB1	NUCB2	NUCKS1	OGN	OLFML3	OS9	OSR2	P4HB	PALLD	PBX1	PCMTD1	PDCD4	PDGFRA	PDGFRL	PDK4	PDLIM3	PEBP1	PEG3	PFN2	PGRMC1	PLD3	PLPP3	PLTP	PMP22	PPIC	PPM1K	PPP1R15A	PRDX4	PRELP	PSAP	QSOX1	RAB34	RABAC1	RARRES2	RCN1	REXO2	RGS2	RHOB	RHOC	RNASE4	RNH1	RPLP0	RWDD4	S100A6	SAT2	SCD5	SCP2	SELENOM	SELENOP	SELENOW	SEPTIN7	SERPINB6	SERPINF1	SERPING1	SERPINH1	SFRP4	SGCE	SGK1	SH3BGRL	SH3BP5	SLC16A9	SLC40A1	SMARCA1	SMARCA2	SMIM7	SMOC2	SNAI2	SNHG32	SOCS3	SPARC	SPARCL1	SPON2	SSPN	ST13	ST3GAL4	SVIL	SYPL1	TAGLN	TALDO1	TAX1BP3	TCEAL1	TCEAL3	TCEAL4	TCEAL8	TCF21	TENT5A	TGFB1I1	THY1	TIMP1	TIMP2	TMEM176B	TMEM230	TMEM50B	TMEM59	TMEM98	TPM1	TPM2	TPM4	TSC22D3	TSPAN4	TTC3	TUBA1A	TXNIP	VIM	VKORC1	WASF2	ZFP36	ZFP36L1	ZFYVE21
FAN_OVARY_CL7_ANGEIOGENIC_ENDOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL7_ANGEIOGENIC_ENDOTHELIAL_CELL	A2M	ACKR1	ADGRL4	ADIRF	ANGPT2	ANXA2	AP1S2	APP	AQP1	ARGLU1	ARHGAP29	ARL2	ARL4A	ARL6IP5	ARPC1B	ARRDC3	B2M	BCAM	BCAP31	BCLAF1	BST2	BTG2	C4orf3	CALCRL	CALM1	CAPZA2	CAV1	CAV2	CAVIN1	CAVIN2	CCDC50	CCDC85B	CCL14	CCN2	CCNL1	CD151	CD34	CD59	CD74	CDC37	CDKN1A	CHD9	CHMP5	CLDN5	CLEC14A	CLU	CPE	CPVL	CRIP2	CYB5R3	CYYR1	DAD1	DAZAP2	DDX3X	DEPP1	DIPK2B	DUSP1	DUSP23	DUSP6	EBPL	EFNA1	EGFL7	EGR1	EHD4	EID1	ELF1	ELK3	EMCN	EMP1	ENG	ENPP2	EPAS1	ESAM	ETS2	FCGRT	FIS1	FKBP1A	FN1	FOS	FOSB	FXYD5	GABARAPL2	GADD45B	GIMAP1	GIMAP4	GIMAP7	GNG11	GNG5	GRN	GSN	GSTK1	GUK1	HES1	HEXIM1	HLA-A	HLA-B	HLA-C	HLA-DMA	HLA-DPA1	HLA-DPB1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB5	HLA-E	HMGB1	HMGN3	HSD17B11	HSPA1B	HSPA2	HSPB1	ID1	ID2	ID3	IER2	IFI16	IFI27	IFI44L	IFI6	IFIT3	IFITM1	IFITM2	IFITM3	IFNGR1	IGFBP4	IGFBP7	IL6ST	INTS6	ISCU	ISG15	ITM2A	ITM2B	JUN	JUNB	KCTD12	KLF4	KMT2E	KRTCAP2	LAP3	LDB2	LEPR	LEPROT	LIFR	LIMA1	LIMS1	LMCD1	LPAR6	LRRFIP1	LY6E	MEF2C	MGP	MGST2	MT-ND3	MT-ND4L	MT-ND5	MT2A	MTUS1	MX1	MYCT1	MYL12A	N4BP2L2	NASP	NDUFB1	NDUFC1	NFIB	NKTR	NNMT	NOP10	NOSTRIN	NPC2	NPDC1	OCIAD1	PALMD	PCAT19	PDLIM1	PECAM1	PIM3	PLK2	PLS3	PPP1R15A	PRCP	PRSS23	PSMB8	PSMB9	PSME1	PSME2	PTMS	PTTG1IP	RAB11A	RAB13	RAMP2	RAMP3	RDX	RHOB	RHOC	RNASE1	RPS28	RSRP1	S100A10	S100A13	S100A16	S100A6	SAT1	SCP2	SEC62	SELENOF	SELENOW	SH3BP5	SLC2A3	SNHG7	SNX3	SOCS3	SPARC	SPARCL1	SPTBN1	SRSF3	SRSF5	SRSF7	STOM	SYPL1	TACC1	TAGLN2	TCF4	TFPI	TGFBR2	TIMP3	TM4SF1	TM4SF18	TMBIM4	TMEM219	TMEM59	TMSB4X	TNFSF10	TPM3	TRA2B	TSC22D1	TSC22D3	TSPAN4	TSPAN7	TSPO	TXNIP	UBC	VAMP5	VWF	WASF2	XIST	YWHAB	ZFP36	ZFP36L1	ZFP36L2	ZFYVE21
FAN_OVARY_CL8_MATURE_CUMULUS_GRANULOSA_CELL_2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL8_MATURE_CUMULUS_GRANULOSA_CELL_2	ABRACL	ACAA2	ACADM	ACAT2	ACIN1	ACSL4	ACTB	ACTL6A	ADCK2	AKR1B1	ALDH18A1	ALDOA	AMH	ANAPC11	ANP32A	ANP32B	ANXA6	AP1S1	AP2S1	APOA1	APOBEC3C	APRT	ARF3	ARF5	ARHGEF6	ARL2	ARL2BP	ARPC2	ARPC3	ARPC5	ATOX1	ATP1B1	ATP5F1A	ATP5F1B	ATP5F1C	ATP5F1E	ATP5IF1	ATP5MC1	ATP5MC2	ATP5MC3	ATP5ME	ATP5MF	ATP5MG	ATP5MJ	ATP5MK	ATP5PF	ATP5PO	ATRAID	ATXN10	AURKAIP1	AVPI1	BAMBI	BANF1	BAX	BCAT1	BEX1	BEX3	BEX4	BEX5	BHLHE40	BLOC1S1	BMPR2	BTF3L4	C19orf48P	C1QBP	C7orf50	CALM2	CALM3	CAMTA1	CARHSP1	CASP6	CBX3	CBX5	CCDC124	CCDC167	CCDC69	CCDC90B	CCND2	CD320	CD47	CD99	CDH2	CDH3	CENATAC	CETN3	CFDP1	CFI	CHCHD10	CHCHD5	CHCHD6	CHGB	CHID1	CHL1	CIAO2B	CKAP2	CKB	CKS1B	CKS2	CLIC1	CLNS1A	CMTM3	CMTM6	CMTM8	CNPY3	COA3	COL4A1	COL4A2	COMMD1	COMMD4	COMT	COPE	COPS9	COPZ1	COX16	COX17	COX5A	COX5B	COX6A1	COX6B1	COX7A2	COX7C	COX8A	CRHBP	CRNDE	CSGALNACT1	CTNNB1	CTSV	CUEDC2	CYP20A1	DAD1	DAG1	DAPL1	DBI	DDOST	DECR1	DGCR6L	DGUOK	DMAC1	DNAJC19	DNPH1	DONSON	DPM3	DPY30	DPYSL3	DSP	DST	DTNBP1	DUSP23	DUT	DYNLL1	DYNLRB1	DYNLT1	EAPP	ECH1	ECHDC3	ECHS1	EEF1E1	EEF1G	EIF1AD	EIF4EBP1	EIF4G1	ELK1	ELOB	EMX2	ENAH	ENTPD6	EPB41L2	EPDR1	EPHX1	ERCC1	ERG28	ERH	ERI3	ETFA	FAM78A	FBXW5	FDFT1	FDPS	FDXR	FEZ2	FHL2	FIBP	FKBP3	FKBP9	FMC1	FOXL2	FRMD4B	FSCN1	FST	FUNDC1	GADD45GIP1	GAS6	GATA4	GATM	GJA1	GNG5	GRB14	GREB1	GREM1	GRIK1	GSDMD	GSS	GSTA1	GSTA4	GSTP1	GTF2H5	GTF2I	GTF3C6	H1-0	H1-10	H3-3A	H4C3	HDAC2	HDDC2	HDHD3	HEY2	HIF1A	HIGD1A	HIGD2A	HIKESHI	HINT1	HINT2	HMGB1	HMGB2	HMGB3	HMGN1	HMGN2	HNRNPA1	HNRNPA1L2	HNRNPD	HOPX	HPF1	HS2ST1	HS3ST1	HS6ST1	HSBP1	HSD17B1	HSD17B10	HSDL2	HSPG2	HTRA1	HUWE1	IDH1	IFI27	IFI27L1	IFI35	IFI6	IGFBP2	IHH	INHA	INHBB	IQGAP1	IRF4	ITGB1	IVNS1ABP	JPT1	KNOP1	KRT8	KTN1	LAGE3	LAMTOR2	LAPTM4A	LAPTM4B	LCMT1	LDHB	LGALS3BP	LIMS2	LLPH	LMAN2	LMBR1L	LPIN2	LPL	LRAT	LSM2	LSM3	LSM4	LSM5	LSM6	LSM7	LY6E	MACROH2A1	MACROH2A2	MAGED1	MAGED2	MAP3K13	MAP4K4	MARCKS	MARCKSL1	MDH1	MDH2	MDK	ME2	METTL26	MEX3B	MEX3C	MFAP2	MGARP	MGST2	MGST3	MICOS10	MICOS13	MIF	MIR202HG	MKRN1	MPC2	MPHOSPH6	MPST	MRPL11	MRPL12	MRPL14	MRPL16	MRPL22	MRPL23	MRPL24	MRPL3	MRPL33	MRPL4	MRPL41	MRPL51	MRPL52	MRPL55	MRPL57	MRPS14	MRPS15	MRPS21	MRPS26	MRPS33	MRPS34	MSH6	MSI2	MSRB2	MT-ATP6	MT-CO1	MT-CO2	MT-CO3	MT-CYB	MT-ND3	MT-ND4	MT-ND4L	MT-ND5	MT1F	MT1X	MYL6	MYL6B	MYO10	MYO1B	MZT2A	MZT2B	NAA38	NAV2	NAXE	NBEAL1	NDFIP1	NDP	NDUFA1	NDUFA11	NDUFA12	NDUFA13	NDUFA2	NDUFA3	NDUFA4	NDUFA7	NDUFAB1	NDUFAF3	NDUFAF8	NDUFB1	NDUFB10	NDUFB11	NDUFB2	NDUFB3	NDUFB4	NDUFB5	NDUFB6	NDUFB7	NDUFB8	NDUFB9	NDUFC1	NDUFC2	NDUFS4	NDUFS5	NDUFS6	NDUFS7	NDUFS8	NEDD8	NHP2	NICOL1	NIPSNAP2	NIT2	NME1	NME2	NME4	NR5A2	NREP	NSG1	NUCKS1	NUP214	NUTF2	OCIAD2	OLA1	OSGIN2	OST4	OSTC	P3H2	PABPN1	PAFAH1B3	PAM	PARK7	PARP1	PCBP2	PCNA	PDGFC	PDHB	PDIA4	PDIA6	PEG3	PEMT	PET100	PFDN4	PFN1	PGD	PGLS	PGM1	PHB1	PHEX	PHF6	PHPT1	PIN1	PIN4	PLA2G12A	PLAAT3	PLEKHJ1	PLIN3	PLP1	PNKD	POLD2	POLDIP2	POLR2F	POLR2G	POLR2I	POLR2L	POLR3GL	POMP	PON2	POR	PPARG	PPDPF	PPHLN1	PPIB	PPIF	PPP1CA	PPP1R12B	PPP1R13L	PPP1R14A	PRDX2	PRDX3	PRDX4	PRDX5	PRKAR2B	PRKDC	PRMT2	PRR15	PRRT1	PRSS23	PRXL2A	PSMA3	PSMA4	PSMB3	PSMB5	PSMB6	PSMD4	PSME3IP1	PTRHD1	PTS	PXMP2	PYCARD	PYCR2	PYURF	QDPR	RALB	RANBP1	RBBP4	RBIS	RBP1	RBX1	RCN2	REEP6	RHOB	RIMS4	RIN2	RNASE1	RNASEH2C	RNF19A	RNF7	ROMO1	RPA3	RPL17	RPL26L1	RPL27A	RPL35	RPL37A	RPL39	RPS21	RPS25	RPS27L	RPS28	RPS29	S100A10	S100A16	S100B	SCD	SDHC	SEC14L1	SEC31A	SEC61G	SELENOH	SEM1	SEMA7A	SEPTIN10	SERF2	SERPINE2	SET	SFRP4	SIGLEC11	SLC16A1	SLC25A5	SLC25A6	SLC39A8	SLIRP	SMAD3	SMAD4	SMARCB1	SMIM1	SMIM30	SMS	SNAPIN	SNF8	SNRNP25	SNRPC	SNRPD1	SNRPD2	SNRPD3	SNRPE	SNRPF	SNRPN	SNX18	SOWAHC	SPIN1	SPINT2	SPRR2F	SQLE	SRI	SRP9	SRPX	SRSF9	SSBP1	SSBP3	ST3GAL4	ST6GAL2	STMN1	STMN3	STMP1	STOML2	SUMO2	SUMO3	SUSD3	SYNE2	TANC2	TBCA	TBCB	TCAF1	TCEA3	TCEAL2	TCEAL8	TCEAL9	THOC7	THYN1	TIMM13	TIMM17B	TIMM8B	TLE5	TM7SF2	TMA7	TMED10	TMED9	TMEM106C	TMEM120A	TMEM123	TMEM134	TMEM141	TMEM147	TMEM14A	TMEM14B	TMEM176B	TMEM258	TMEM97	TMSB10	TMSB4X	TNNI3	TP53I3	TPRKB	TRAPPC1	TRAPPC2L	TRAPPC4	TRAPPC6A	TRMT112	TSHZ2	TSPAN6	TSPAN7	TSTD1	TUBA1A	TUBA1B	TUBB	TXN2	TXNDC12	TXNDC17	UBE2C	UBE2E2	UBE2V2	UBL5	UBXN8	UQCC2	UQCR10	UQCR11	UQCRC1	UQCRFS1	UQCRH	UQCRQ	UROS	USO1	USP48	VAT1	VCAN	VDAC1	VDAC3	VEGFA	VPS29	VPS35	VPS8	WDR18	WIPF3	XPO1	YAP1	YIF1B	ZNF358	ZNF428	ZNHIT1
FAN_OVARY_CL9_PUTATIVE_APOPTOTIC_ENDOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAN_OVARY_CL9_PUTATIVE_APOPTOTIC_ENDOTHELIAL_CELL	A2M	ABL2	ACKR1	ACTN1	ACTN4	ADAR	ADGRL4	AHSA1	ANGPT2	ANKRD11	ANKRD12	ANKRD28	ANXA1	ANXA2	ANXA5	AP1S2	APP	AQP1	ARGLU1	ARHGAP29	ARHGDIA	ARID4B	ARID5A	ARL4A	ARL6IP1	ARPC1B	ARPC5L	ARRDC3	ATF4	ATP1A1	ATP6V0B	B2M	BACE2	BAG3	BAZ1A	BCAM	BMPR2	BNIP2	BRD2	BTG1	C1QBP	CALCRL	CALR	CAPZA2	CARHSP1	CAST	CAV1	CAV2	CCDC50	CCDC85B	CCN2	CD55	CD59	CD74	CDC37	CDC42EP3	CDKN1A	CEBPD	CFL1	CFLAR	CHIC2	CHMP4B	CHMP5	CLDN5	CLEC14A	CLEC2B	CLIC2	CLU	CNIH1	CNKSR3	COX17	CRBN	CREBRF	CRIM1	CRIP2	CSNK1A1	CTHRC1	CTNNA1	CYTOR	DAB2	DDX21	DDX39A	DDX3X	DEK	DEPP1	DNAJA1	DNAJB4	DNAJB6	EFNA1	EHD4	EIF2AK2	EIF2S1	EIF2S2	EIF3I	EIF3J	EIF4A1	EIF5A	EIF5B	ELF1	ELOC	EMCN	EMP1	ENG	ENO1	ENY2	EPAS1	ERG	ESAM	ETS2	FAM241A	FCGRT	FKBP1A	FKBP4	FLOT1	FNIP1	FOXP1	FTL	FXYD5	G3BP1	GABARAPL2	GADD45A	GASK1B	GBP1	GBP2	GIMAP4	GIMAP6	GIMAP7	GIMAP8	GNAS	GNG11	GNG12	GNG5	GPX1	GRPEL1	GSN	HHEX	HIF1A	HLA-A	HLA-B	HLA-C	HLA-DMA	HLA-DRB1	HLA-DRB5	HLA-E	HLX	HMGA1	HMOX1	HNRNPF	HNRNPM	HSPA1A	HSPA2	HSPB1	HSPD1	HSPE1	ICAM1	IER3	IFI16	IFI27	IFI44L	IFI6	IFIT1	IFIT3	IFITM1	IFITM2	IFITM3	IFNGR1	IGFBP7	IL6ST	INSIG1	IRF1	IRF7	ISG15	ITM2A	ITPRID2	JAK1	KLF6	KRT18	LAMA4	LAP3	LDB2	LDHA	LGALS3	LIFR	LIMS1	LMNA	LPAR6	LRRC8C	LRRFIP1	LUC7L3	LUZP1	MAFF	MAP1LC3B	MAP2K3	MAST4	MAT2A	MAX	MBNL1	MEF2C	MGAT1	MGP	MGST2	MIR4435-2HG	MRPL14	MRPL32	MRPL33	MSN	MT-ND1	MT-ND2	MT-ND3	MT2A	MTHFD2	MTUS1	MX1	MYCT1	MYL12A	NAMPT	NANS	NAPA	NASP	NCK1	NCOA7	NDRG1	NDUFV2	NEAT1	NECTIN2	NFIB	NFKBIA	NME1	NNMT	NOP10	NOP16	NPDC1	NUDC	NUPR1	OAZ2	PARP14	PCAT19	PCDH17	PDLIM1	PDLIM5	PGK1	PHACTR2	PICALM	PIM3	PLEKHB2	PLEKHO1	PLIN2	PLPP3	PLS3	PLSCR1	PNP	POLR2L	POMP	PPA1	PPFIBP1	PPP1R15A	PPP3CA	PRDX1	PRRC2C	PRSS23	PSMA7	PSMB8	PSMD12	PSME2	PTPRB	RAB11A	RAB5A	RAB5C	RAB7A	RAC1	RBM8A	RBMS1	RCN1	RDX	RHOC	RNPS1	RPL7L1	RSRP1	S100A16	SAFB2	SASH1	SAT1	SDCBP	SELE	SERBP1	SERTAD1	SFPQ	SH3BP5	SINHCAF	SLC25A37	SLC2A3	SLC38A2	SLC3A2	SLIRP	SMAD1	SNHG7	SNRPB	SNU13	SNX3	SOCS2	SOCS3	SOD2	SOX17	SP100	SPAG9	SPARC	SPARCL1	SPTBN1	SQSTM1	SRSF2	SRSF4	SRSF5	SSU72	STAT3	STING1	STOM	SWAP70	SYNCRIP	SYNE2	SYPL1	TAGLN2	TAP1	TCF4	TCP1	TFPI	TGIF1	THBS1	TM4SF1	TM4SF18	TMEM165	TMEM255B	TMEM70	TNFRSF12A	TNFRSF1A	TNFSF10	TOP1	TOPORS	TPM3	TPT1	TRIR	TSC22D1	TUBA1C	TUBB4B	TUBB6	TXN	TXNRD1	UBB	UBC	UBE2B	UBE2D3	UBE2J1	UGCG	VGLL4	VMP1	VWF	WDR43	WTAP	WWTR1	XRN2	YBX3	YPEL2	YTHDF2	ZFAND5	ZNF385D	ZNHIT1
GAO_ESOPHAGUS_25W_C1_CILIATED_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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	ANXA2R-OT1	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	BPIFB1	BTC	C11orf16	C12orf76	C16orf46	C1orf87	C20orf96	C2CD2L	C2orf81	C5AR1	C6orf118	C7orf57	C8orf34	CABCOCO1	CACNG6	CAPS2	CAPSL	CCDC103	CCDC13	CCDC148	CCDC157	CCDC170	CCDC181	CCDC24	CCDC33	CCDC39	CCDC60	CCDC65	CCDC74A	CCDC74B	CCDC78	CCDC81	CCDC88C	CCN2	CD164L2	CD38	CDHR3	CDHR4	CDS1	CEBPA	CEP162	CEP43	CEP97	CES1	CES4A	CFAP126	CFAP144	CFAP20DC	CFAP210	CFAP221	CFAP276	CFAP299	CFAP300	CFAP43	CFAP44	CFAP46	CFAP47	CFAP52	CFAP53	CFAP54	CFAP57	CFAP61	CFAP69	CFAP90	CFAP91	CFAP92	CFAP95	CFAP96	CFP	CHST11	CHST9	CIBAR2	CIMAP1B	CIMIP1	CIMIP2C	CLDN16	CLXN	COL4A5	CP	CPEB1	CPLANE1	CROCC	CSMD1	CSPP1	CST6	CXXC4	DALRD3	DCDC1	DCDC2	DCP1B	DGCR6	DHRS9	DLEC1	DMPK	DNAAF1	DNAAF4	DNAH1	DNAH10	DNAH11	DNAH12	DNAH5	DNAH6	DNAH7	DNAH9	DNAI1	DNAI2	DNAI3	DNAI4	DNAI7	DNAL1	DPCD	DPY19L1	DPY19L2	DPY19L2P2	DRC1	DTHD1	DTNA	DYDC2	DYNC2H1	DYNLT5	DZIP1L	DZIP3	ECRG4	ECT2L	EFCAB10	EFHB	EFHC1	EFHC2	ENDOG	ENPP4	ENPP5	ENSG00000292993	EP300-AS1	ERBB4	ERICH2	FABP6	FAM174A	FAM227A	FAM81B	FBXO15	FBXO31	FBXO36	FGF14	FHAD1	FRMPD2	FYB2	GALC	GALNS	GAS2L2	GAS8	GCA	GIHCG	GJA4	GLB1L	GLIS3-AS1	GOLGA2P5	GPC5-AS1	GPRASP3	GYG2P1	HHLA2	HOATZ	HYDIN	IFT46	IFT56	IFT57	IFT70A	IFT80	IFT81	IFT88	IKZF4	IL20RA	IL5RA	INPP5B	IQCA1	IQCD	IQCH	IQUB	ITGAL	ITGBL1	KATNB1	KCNB1	KCNE1	KCNMB2	KCNRG	KIAA2012	KIF17	KIF19	KIF27	KIF3A	KIF6	KIF9	KLF3-AS1	KLHDC9	KLHL32	KNDC1	KSR1	LDLRAD1	LGR4	LINC00205	LINC01571	LINC01722	LINC02345	LINC02532	LINC02696	LINC03086	LKAAEAR1	LMLN	LRIG1	LRRC10B	LRRC23	LRRC27	LRRC46	LRRC61	LRRC71	LRRC74B	LRRIQ1	LRWD1	LTBP1	LZTFL1	MACF1	MAP9	MAPK15	MAPRE3	MARCHF10	MAT1A	MB	MDH1B	MDM1	METTL27	MIPEPP3	MLF1	MLLT1	MLPH	MOB1B	MORN2	MORN3	MPDZ	MRLN	MS4A8	NBEA	NEK10	NEK5	NELL2	NHLRC4	NOVA1	NPHP1	NPIPA1	NRP2	NWD1	NXF3	ODAD1	ODAD4	OR7E37P	OSGEP	OTUD1	OXTR	P4HTM	PACRG	PECR	PFN2	PHTF1	PIH1D2	PLAAT2	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	SPMIP6	SSBP4	SSUH2	ST6GALNAC2	STK33	STMND1	STOML3	STX2	STX7	SVOPL	SYBU	SYNE1	SYT10	SYTL3	TBC1D31	TCTN1	TEKT2	TEKT3	TEKT4	TFF3	TGM3	TIMM10B	TMC5	TMEM151B	TMEM190	TMEM231	TMEM232	TMEM234	TMEM45B	TMEM67	TNFRSF19	TOGARAM2	TP73	TRIM37	TRMT1	TRMT9B	TRPC1	TSNAXIP1	TSPAN15	TSPAN19	TTC16	TTC21A	TTC23L	TTLL6	TTLL7	TTLL9	TUBA4B	TXNDC11	UBE3D	UBXN10	UBXN11	USP2	USP24	USP51	VWA3A	VWA3B	WAKMAR2	WARS1	WDR19	WDR38	WDR54	WDR5B	WDR90	WFDC3	WNT16	ZBBX	ZBED4	ZBED5-AS1	ZMYND10	ZMYND12	ZNF273	ZNF322	ZNF440	ZNF674	ZNF688
GAO_ESOPHAGUS_25W_C2_KRT6BPOS_SECRETORY_PROGENITOR_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_ESOPHAGUS_25W_C2_KRT6BPOS_SECRETORY_PROGENITOR_CELLS	ADAM28	ADM	AGFG2	APOBEC3A	ATP10B	BAHD1	BLNK	BMAL2	CACNB1	CALHM2	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	YJU2	ZFAND2A	ZNF503-AS1	ZNF710
GAO_ESOPHAGUS_25W_C3_FGFR1LOW_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_ESOPHAGUS_25W_C3_FGFR1LOW_EPITHELIAL_CELLS	ACSF3	ARRDC2	C19orf48P	CCDC15	CD52	CD69	CDIP1	CLCA2	CLOCK	CRTC1	CYTIP	DCAKD	DIAPH3	DIPK1B	DNAJC4	FABP3	GAS2L1	GAS7	GATD1-DT	GPC1	HYCC1	IL10RA	IRGQ	ISYNA1	L3MBTL3	LAPTM5	LPXN	LTV1	MBNL3	MCUR1	MFSD3	NDRG4	NUP160	NUP35	PEX11A	PHTF2	PIP4K2A	PPP1R9B	PWWP2A	RALY-AS1	RBSN	RNF166	RPL39L	SH3KBP1	SHLD2	SLC2A3	SPATC1L	TCF7	TET1	TMEM183A	TRAF1	ZNF142	ZNF462
GAO_ESOPHAGUS_25W_C4_FGFR1HIGH_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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	ARHGAP42	ARMH4	ASB2	ASPA	ATP1A1-AS1	ATP9B	ATXN1L	BMP1	C17orf100	CA2	CADM4	CDC23	CDK5RAP1	CERS3	CHRDL1	CILP	CISD3	CMTM3	COL16A1	COL17A1	COL5A3	COLEC12	CPZ	CRKL	CRMP1	CSAD	CTSK	CYP1B1	DAGLA	DCHS1	DDX31	DENND10	DGUOK-AS1	DLC1	DLK1	DOCK11	EGR2	ELOVL6	ERMARD	ETFRF1	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	INKA1	ISLR	JAM2	JAM3	KCTD15	KDELR3	KLHL21	KLHL31	LAMA2	LCAT	LETMD1	LHFPL6	LINC00330	LINC02256	LPAR4	LUM	MED20	MED29	METTL17	METTL25	MFAP4	MFAP5	MMP2	MN1	NCBP1	NOD1	NOM1	NOMO1	NRP1	OGFOD3	P3H3	PAMR1	PBK	PCDH18	PCDH9	PCOLCE	PCSK6	PDGFRB	PDGFRL	PHETA1	PI15	PI16	PIANP	PIGK	PKDCC	PLEKHG5	PLXNC1	POLL	POSTN	PRKG2	PSMG3-AS1	PTBP2	RARRES2	RIC1	ROBO3	RTL5	RWDD2A	SCARA5	SDHAF4	SEH1L	SH3PXD2B	SH3TC2	SHQ1	SLC16A2	SLC35A1	SLC37A4	SLC45A1	SLC9A3-AS1	SLIT3	SNHG15	SNX10	SNX21	SOCS2	STARD9	STAT5B	SVEP1	SYT1	TADA2B	TARS3	TBC1D8B	TENM4	TGFBR3	THBS2	TMEM132A	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_LARGE_INTESTINE_24W_C10_ENTEROCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_24W_C11_PANETH_LIKE_CELL	ABCA1	ABCG1	ABI3	ABRAXAS2	ACP5	ACTRT3	ADA2	ADAP2	ADCY7	ADCY9	ADGRG5	AIF1	AOAH	APOBEC3A	ARHGDIB	ARL4C	ARRB2	ATF5	ATP11A	ATP1B3	ATP6V1B2	BCL2A1	BIRC3	BTK	C1QA	C1QB	C1QC	C2	C5AR1	CALHM6	CASP1	CCDC134	CCL3	CCL4	CCR1	CD14	CD163	CD163L1	CD180	CD209	CD300A	CD300E	CD33	CD37	CD4	CD40	CD48	CD53	CD68	CD74	CD83	CD84	CD86	CEBPB	CFP	CHI3L1	CIMAP1B	CLEC10A	CLEC2B	CLEC4G	CLEC7A	CMKLR1	CNEP1R1	CORO7	COTL1	CPVL	CR1	CREG1	CSF1R	CSF2RB	CSF3R	CTSC	CTSL	CTSZ	CXCL10	CXCL16	CXCL2	CXCL3	CXCL8	CXCL9	CXCR4	CYBB	CYRIA	CYTH4	DAB2	DNAJA4	DNASE1L3	DOCK2	DOK2	DUSP2	DUSP6	EBI3	EDEM1	EIF4A3	ENSG00000215022	EOLA1	EVI2B	EYA2	F13A1	FAM110A	FAM168A	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	KIAA0930	KLHDC7B	KYNU	LAPTM5	LAT2	LCP1	LCP2	LGMN	LILRB1	LILRB2	LILRB4	LILRB5	LINC00996	LIPA	LMO2	LOC729732	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	OGFRL1	OSM	PACC1	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	RIPOR1	RNASE6	RNF144B	RSAD2	RUBCNL	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	TNF	TNFAIP2	TNFAIP3	TNFRSF1B	TNFSF13B	TPP1	TRAF1	TSPAN33	TYROBP	UAP1L1	UCP2	UVRAG	VAV1	VPS9D1	WAKMAR2	WAS	WDFY2	WDFY4	WIPF1	ZNF267	ZNF331
GAO_LARGE_INTESTINE_24W_C1_DCLK1POS_PROGENITOR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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	FBLN1	FNDC1	FZD1	GBP1	GBP1P1	GFRA2	GPC6	GSTM5	HAPLN3	HTRA1	HYCC1	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	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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	CRIM1-DT	CYYR1	DIPK2B	DLGAP5	EBF1	ECSCR	EGFL7	EMCN	ENG	ERG	ESAM	F2R	FABP4	FLT1	FOXC1	FZD4	GIMAP4	GIMAP6	GIMAP7	GNG11	H4C3	HEG1	HIP1	HMCN1	HSPA12B	HYAL2	INPP5D	IQGAP3	JAG2	JAM2	KDR	KIF20B	KNSTRN	LDB2	LMCD1	LRRC32	LRRC8C	MKI67	MMRN1	MMRN2	MXD3	MYCT1	NCAPD3	NDC80	NOS3	NRN1	NRP1	NUF2	NUSAP1	PALMD	PCAT19	PECAM1	PHF19	PIMREG	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	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_24W_C4_PROM1LOW_PROGENITOR	ALCAM	GJC1	MEIS3	PART1	PTGES3L	RAB9B	SGCA
GAO_LARGE_INTESTINE_24W_C5_LGR5POS_STEM_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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	NHERF4	NOX1	OLFM4	PCSK9	PKP2	PLAGL2	PLEKHH1	PPP1R1B	PTGDR	RGMB	RNF157	RNF186	SCAND3	SFN	SLC27A2	SLC38A4	SLPI	SOX9	SULT1B1	TAF4B	TMEM171	TSPAN8	URB1-AS1	ZNF296
GAO_LARGE_INTESTINE_24W_C6_SECRETORY_PROGENITOR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_24W_C6_SECRETORY_PROGENITOR	APOE	ARHGAP4	BCYRN1	C1orf174	FAN1	ITGAX	L3MBTL2	MBTPS1	MECOM	NCF1B	NRIP2	PJA1	PLXND1	RPS18P9	SFXN1	SLC9A3-OT1	STAB1	SYNE1	TYMP	WASH3P	WASHC1	YARS1
GAO_LARGE_INTESTINE_24W_C7_GOBLET_PROGENITOR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_24W_C7_GOBLET_PROGENITOR	ARL14	ATP6V1H	C16orf87	CHKB	CHST5	ELAPOR1	FOXA3	GALNT5	GPRIN2	ICA1	NFX1	PURA	REG4	SLC39A7	SPINK4	TSPAN15	WFDC2	ZG16B
GAO_LARGE_INTESTINE_24W_C8_GOBLET_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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_ADULT_CA_ENTEROENDOCRINE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_ADULT_CA_ENTEROENDOCRINE_CELLS	ABAT	ABTB3	ACP3	ADAMTSL2	ADCY1	AFF3	AGTR1	AKAP6	ALKAL1	ALPK3	AMER3	AMIGO2	ANK2	AOAH	AP3B2	APBB1	APLP1	APOD	ARC	ARHGEF38-IT1	ARNT2	ARVCF	ASPA	ATP6V1C2	B3GAT1	BAIAP3	BCAS4	BEX1	BMERB1	BMPER	BMPR1B	BNIP3	C19orf44	C1orf127	C2CD4B	C7	CACNA1A	CACNA1C-AS1	CACNA1D	CACNA2D1	CADPS	CALML3-AS1	CAMK2B	CAMK2N2	CASR	CASTOR3P	CBLN1	CBLN2	CBX6	CCDC181	CCDC40	CCDC74A	CCDC74B	CDH22	CDHR3	CDK5R2	CDKN2A	CEP126	CEP15	CEP170	CES1	CFAP300	CFC1	CHGB	CHRNB2	CNIH2	COL2A1	COL5A2	COL8A2	CPB1	CPE	CPLX2	CRYBA2	CTNND2	CXCL6	CXXC4	DIRAS3	DNAI3	DNAI7	DRICH1	DUSP26	DUSP4	DZIP3	EFCC1	ELAVL4	ENKD1	ENPP2	ENSG00000286190	ETV1	F5	FAP	FAR2P2	FBLL1	FBXL16	FEV	FFAR2	FGFBP3	FGFR1	FMN2	FRMD6	FRY	FSTL4	FTX	GALR1	GDF11	GFRA3	GJA4	GLIS3	GLYATL3	GNAO1	GNAZ	GNG2	GOLGA7B	GPR173	GPRASP1	GPRIN1	GSG1	GULP1	HDAC9	HOPX	IGFBP3	INSL5	INSM1	ISL1-DT	ISYNA1	JAZF1	KCNC1	KCNH2	KCNH6	KCNH8	KCNJ3	KCNK3	KCNMB2	KIAA0319	KIF1A	KIF26A	KIF5C	KL	KLRC2	KRT40	LARP6	LCN15	LINC00670	LINC01014	LINC01571	LINC01725	LINC02593	LINC02712	LMX1A	LRRC36	MAFA	MAMSTR	MAP1B	MAP2	MAP6	MAP7D2	MAP9	MAPK8IP1	MAPK8IP2	MAPRE3	MARCHF4	MARK1	MATCAP2	MCOLN3	MLXIPL	MMP2	MS4A8	MSI1	MTCL1	MTCL3	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	PENK-AS1	PF4V1	PGAM2	PITX3	PLCXD3	PLXND1	PNPLA3	PPFIA2	PRAF2	PRKD1	PRPH	PSCA	PTK7	PTPRN	QPCT	RAB3C	RAI2	RAMP1	RANBP3-DT	RAPGEF4	RASA4	REG4	RFX3	RFX6	RGS4	RGS9	RIIAD1	RIMBP2	RIMS2	RNF183	RTN1	RUNDC3A	SAMD3	SCAMP5	SCG2	SCG3	SCG5	SCGN	SCN3A	SCRN1	SCT	SDK2	SEMA3G	SERTAD4BP	SETBP1	SEZ6	SLAIN1	SLC15A1	SLC16A12	SLC16A2	SLC18A1	SLC25A27	SLC26A4-AS1	SLC26A7	SLC29A4	SLC38A11	SLC5A8	SLC7A2	SMARCA1	SMOC1	SNAP25	SOX12	SPART	SPHK1	SPOCK1	SPRED3	SPTBN4	SSTR5-AS1	ST18	STK33	STMN2	STMN3	STX1A	STXBP5L	SV2C	SYN1	SYNPR	SYP	SYT1	SYT4	SYT5	TAF6L	TAFA5	TAMALIN	TCEAL3	TDRP	TFPI	TGM3	THSD7A	TM7SF2	TMEM132D	TMEM198	TMEM63C	TMOD1	TNNC1	TPH1	TRAM1L1	TSPAN5	TTC23L	TTC41P	TTR	TUBA1A	TUBB2B	UCN3	UNC13A	VAT1L	VGF	VNN3P	VWA5B2	WASF3	ZFR2	ZNF460	ZP2
GAO_LARGE_INTESTINE_ADULT_CE_OLFM4HIGH_STEM_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_ADULT_CE_OLFM4HIGH_STEM_CELL	AADACP1	ABCA9	ABCB6	ABCG1	ACSL1	ADAP2	ADGRF2P	ADH1A	ADHFE1	AIRE	AKR1D1	ALKBH1	AMER2	ANKDD1B	ANKMY1	ANKS1B	ANTXR1	AOC3	AP3M2	APBB1	APOBEC3A	AQP11	ARRB2	ATP1A2	ATP6V0D2	AUNIP	B4GALNT4	B4GALT6	BAG2	BARX2	BASP1-AS1	BCAM	BCL6	BEGAIN	BLM	BMAL1	BNC2	BTBD8	C11orf96	C14orf132	C16orf95	C1orf226	C2CD4C	C2orf74	C5AR1	C7	CACNA1C	CACNA1I	CACTIN	CAND2	CASQ2	CATSPERE	CBX7	CCDC170	CCDC80	CCNP	CD109-AS1	CD28	CD300E	CD36	CDC20B	CDC45	CDH6	CDKL2	CECR2	CENPE	CEP152	CEP290	CGNL1	CHIC1	CHST13	CLEC16A	CLEC19A	CMKLR2-AS	CMPK2	CMYA5	CNBD2	CNNM1	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	ENSG00000236064	ENSG00000249328	ENSG00000255537	ENSG00000274253	ENSG00000290498	ENSG00000290755	ENTPD1-AS1	EPG5	EPGN	EYS	FAM185A	FAM86B3P	FAM89A	FFAR2	FILIP1L	FOXL2NB	FOXP2	FPR1	GARIN5A	GAS6-DT	GATA2	GBGT1	GFI1	GINS1	GJC1	GNA12	GOLGA8H	GPC6	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	IL6ST-DT	INKA2-AS1	INTS2	IRAK2	KCNA5	KCNA7	KCNH8	KCNIP4	KCNQ4	KIF14	KIF21B	KLF7	KLHL25	KLHL32	KRBOX4	KRT18P55	LATS2	LIAT1	LIG4	LIMS2	LINC00174	LINC00311	LINC00471	LINC00485	LINC00598	LINC00887	LINC00970	LINC01012	LINC01179	LINC01191	LINC01247	LINC01315	LINC01426	LINC01448	LINC01492	LINC01551	LINC01804	LINC02016	LINC02087	LINC02202	LINC02245	LINC02681	LINC02893	LINC03099	LIPE	LMNB1	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	RIPOR2	RMI2	RNF215	RPS2P32	SAP25	SCAND3	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	TMEM30A-DT	TMEM47	TMEM91	TNFSF15	TOX2	TRNP1	TRPV6	TSPYL5	TTK	TUBA8	UBOX5	UHRF1	UNC5CL	VASN	VMAC	VPS33B-DT	WFDC10B	WFDC3	WIPF3	WNT11	WNT9B	ZC3H7B	ZDBF2	ZDHHC8BP	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	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_ADULT_CF_GOBLET_CELL_SUBTYPE_1	ARHGAP31	B3GNT6	CAPN9	CBFA2T3	CCNJL	CEP192P1	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	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_ADULT_CG_GOBLET_CELL_SUBTYPE_2	ACBD7	ACTE1P	ADAMTS4	ANKRD45	ANTXR1	ARGFX	AZU1	BNC2	C1S	CEACAM22P	CLEC14A	DCN	DEFA4	DNAH5	DSC3	FERMT2	FGD5P1	FYB1	FZD4	GABRB2	GAN	GNRHR2	GRM6	HAND2-AS1	IGFBP5	IL10	KCNMB4	KDR	KLRD1	LEMD1-AS1	LINC01205	LINC01448	LINC01744	LINC02078	LINC02444	LRRN1	MCMDC2	MNDA	MPDZ	MUC19	NOS1	PTGIS	PXDC1	RNF212	RYR2	SLC36A2	SMIM17	SPACA6-AS1	ST8SIA1	SULT1C4	SYCP2	SYNPO2	VIPR2	VWF	ZFP42	ZNF114	ZNF606-AS1
GAO_LARGE_INTESTINE_ADULT_CH_MKI67HIGH_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_ADULT_CH_MKI67HIGH_CELLS	ANLN	APOBEC3B	ARHGAP11A	ARHGAP11B	AURKB	BIRC5	BUB1	BUB1B	CCDC74A	CCNA2	CDC25C	CDC45	CDCA2	CDCA3	CDCA5	CDCA8	CDH16	CENPA	CENPF	CENPH	CEP55	CHAF1B	CIP2A	CIT	CKAP2L	DDIAS	DDX11-AS1	DEPDC1	DEPDC1B	DIAPH3	DNA2	DSCC1	DTL	E2F8	ELAVL2	EME1	ERCC6L	ESCO2	ESPL1	EXO1	FAM111B	FAM201A	FANCB	FANCD2	FCAMR	FEN1	FOXM1	GJB7	GTSE1	H1-5	HJURP	HMMR	HROB	IQGAP3	KIF11	KIF15	KIF20A	KIF23	KIF2C	KIF4A	KIFC1	LINC00628	LYPD5	MAILR	MCM10	MKI67	MNS1	MYBL2	MYO3A	NCAPG	NCAPH	NDC80	NEIL3	NEURL3	NRM	NUF2	OIP5	PARPBP	PBK	PDIA2	PIF1	PIMREG	PKMYT1	PLK4	POC1A	RAD51	RAD51AP1	RAD54B	RAD54L	RDM1	REXO5	RGP1	SERPINA6	SKA3	STAG3	TACC3	TDRKH	TEDC2	THAP10	TMEM237	TMPO-AS1	TOP2A	TPX2	TRIP13	TROAP	UBL7-DT	ZNF599
GAO_LARGE_INTESTINE_ADULT_CI_MESENCHYMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_LARGE_INTESTINE_ADULT_CI_MESENCHYMAL_CELLS	A1BG	ABCB9	ABI3	ACAP1	ADA	ADA2	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	C1QC	CABLES1	CAV1	CCDC102A	CCDC69	CCDC88A	CCR10	CD19	CD2	CD27	CD300A	CD37	CD3D	CD3E	CD48	CD52	CD53	CD69	CD7	CD79A	CD79B	CDK14	CDKN2A	CEP128	CEP85L	CERCAM	CFAP54	CHST11	CHST15	CIBAR2	CIMAP1B	CLEC2B	CLECL1P	CLIP4	COL18A1	COL24A1	COL4A4	COL9A3	COQ10A	CORO1A	CPNE5	CREB3L2	CSF2RB	CSGALNACT2	CST7	CTSW	CYBB	CYP4F29P	CYRIA	CYTH4	CYTIP	CYTOR	DAPP1	DENND5B	DENND6B	DERL3	DOCK2	DOCK8	DOK2	DOK3	DTNB	DUSP5	EAF2	ELMO1	EMB	EMP3	ENO2	ERN1	EVI2A	EVI2B	FAM117A	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	HYCC1	ICAM1	ICAM4	IFFO2	IFNAR2	IGF1	IGFLR1	IGLL5	IKZF1	IL10RA	IL10RB-DT	IL12RB1	IL16	IL23A	IL27RA	IL7R	INPP5D	IRAG2	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	LINC00309	LINC00582	LINC00996	LINC01480	LINC02362	LINC02384	LRRC8C	LSP1	LY6E	LY9	LY96	MANEA	MAP4K1	MEF2C	MEI1	MIAT	MICB	MSN	MX2	MYL2	MYO1G	MYO5A	MZB1	NCF1	NCF1B	NCF1C	NCF4	NCKAP1L	NFATC1	NIBAN1	NKG7	NLRP1	NR3C1	NR4A3	NUGGC	NXPE3	OAS2	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	RFLNB	RGCC	RGS1	RGS19	RHEX	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	SYNE3	SYNGR1	TAGAP	TASL	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	WAKMAR2	WAS	WIPF1	WNT10A	XCL2	ZAP70	ZBP1	ZEB1	ZEB2	ZNF532
GAO_LARGE_INTESTINE_ADULT_CJ_IMMUNE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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	ALKAL2	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	C11orf96	C14orf132	C1R	C1S	C2orf74-DT	C8G	CALCRL	CALD1	CAV1	CAV2	CAVIN1	CAVIN2	CAVIN3	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	ENSG00000275563	EPIST	ESAM	ETS1	ETV1	EVA1B	F10	F2RL3	FABP4	FADS1	FAM107A	FAM13C	FAM20C	FAM24B	FBLN1	FBLN5	FBN1	FBXL7	FENDRR	FERMT2	FGD5	FGFR1	FHL1	FILIP1L	FKBP10	FLNA	FLT1	FOXF1	FOXF2	FOXQ1	FRMD6	FRY	FST	FSTL1	FXYD1	FXYD6	GALNT15	GASK1B	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	IRAG1	ISLR	ISYNA1	ITGA1	ITGA11	ITGA5	ITGA7	ITIH5	ITPR1	JAK2	JAM2	JAM3	JCAD	KANK2	KANK3	KCNJ8	KIAA1755	KIFC3	KIRREL1	KLHL5	LAMA4	LAMA5	LAMB2	LAMC1	LAMC3	LBH	LCA5L	LCAT	LDB2	LGI4	LHFPL6	LIFR	LIMCH1	LIMS2	LINC00472	LINC01082	LINC01876	LMOD1	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	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	PROCR	PTCH1	PTCH2	PTGS1	PTH1R	PTN	PTPRM	PTPRS	PXDN	QKI	RAB34	RAB8B	RAI14	RAMP2	RAMP3	RAPGEF3	RASAL2-AS1	RASIP1	RBM15-AS1	RBMS1	RBMS3	RBP1	RBP5	RBPMS	RECK	RFLNB	RFTN1	RGS5	RHOJ	RIPOR1	ROBO4	RPS6KA2	RUNDC3B	RYR3	S1PR3	SALL1	SAMD4A	SCARA5	SCARF2	SCD5	SCN7A	SCUBE2	SDC2	SDC3	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	TMEM273	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	ZKSCAN8P1	ZNF155	ZNF521	ZNF667-AS1	ZNF687
GAO_SMALL_INTESTINE_24W_C1_TUFT_PROGENITOR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_SMALL_INTESTINE_24W_C1_TUFT_PROGENITOR	ANAPC1P2	ARG2	CCL2	GSS	H1-0	HOXA5	IER3	NECAP1	TPM2	TUBA8	ZNF609
GAO_SMALL_INTESTINE_24W_C2_PROCRPOS_PROGENITOR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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	MAMDC4	MEP1A	MFSD2A	MS4A8	MST1	MUC13	MYO1A	MYORG	NAGS	NPL	NR0B2	OCIAD2	OSGIN1	PLAGL2	PNCK	PNP	PON2	PRSS3	RAB25	RARRES1	RBP2	RBP4	RGN	RNF128	RNF186	S100A9	S100G	SEC11C	SERPINA4	SLC34A3	SLC46A3	SLC5A9	SLC6A19	SLC7A7	SLC9A3-OT1	SMIM1	SMIM24	STARD5	SULT1B1	TGM2	TM4SF20	TMEM144	TMEM86B	TMT1B	TREH	TSPAN13	UGT3A1	VTN	XPNPEP2	ZDHHC12
GAO_SMALL_INTESTINE_24W_C6_GOBLET_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_SMALL_INTESTINE_24W_C6_GOBLET_CELLS	ABCA4	ACSS2	ATAD5	BCAS1	C8orf44	CCDC160	CENPM	CFHR4	CLCA1	ERN2	ESR1	FAM193B	FAM3B	FCGBP	FUT6	GAU1	GRPEL2	GSN	GSTCD	HEPACAM2	KLK1	KRT19	LINC01994	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	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_SMALL_INTESTINE_24W_C7_SECRETORY_PROGENITOR	ABCA7	ADAMTS16	AMER3	BANK1	BCAM	C12orf71	CACNB4	CC2D2A	CCDC146	CHD5	CHM	CIP2A	COL9A3	CSN2	ENSG00000280552	EPHA10	EVC2	EZH1	FADS6	FOXD2	GABRB2	GAD2	GLIS3	GNAO1	H1-10-AS1	HCN1	HTR1D	KCNQ2	KCNT2	KIF1A	LAMA1	LHX9	LINC00299	LINC00368	LINC00639	LINC01289	LINC02903	MX1	OGFRL1	OR4N3P	POU2AF1	PTPN13	RASAL2-AS1	SRPX2	SV2B	SYT16	TBC1D22A-AS1	TCEANC2	TMEM201	ZNF23	ZNF385B	ZNF662
GAO_SMALL_INTESTINE_24W_C9_ENTEROENDOCRINE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_SMALL_INTESTINE_24W_C9_ENTEROENDOCRINE_CELL	ACBD4	ACSM1	AKR1D1	AOX1	APCDD1	ARMH4	ARSI	ASB8	BEND4	C1QTNF3	CHMP1B2P	CPA1	CPZ	DPT	ELANE	ENSG00000275765	FAM162B	FBXL7	GFRA2	HOXC11	ISLR	ITIH4-AS1	KCNAB1-AS1	LINC00298	LINC00942	LINC01354	LINC02208	LINC02910	LOX	LSAMP-AS1	MADCAM1	MEI4	METTL1	MSC	NANOS1	NTF3	P4HA2-AS1	PCDH10-DT	PCDH8	PLSCR5	POMGNT2	PPP1R18	PRDM14	RASA1	RFX3-DT	RHBDD1	RPL23AP82	RTL5	SACS	SCP2D1-AS1	SH3GL1P1	SHISA3	SLC36A4	TOE1	TRIM62	TRIQK	TRPC3	TTLL3	WHAMMP3	ZBBX	ZNF503-AS1	ZNF608
GAO_STOMACH_24W_C1_PROCRPOS_MULTIPOTENT_PROGENITOR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_STOMACH_24W_C1_PROCRPOS_MULTIPOTENT_PROGENITOR	ANKRD37	C2CD2	CASP3	CDC45	CENPQ	DDX31	DNAL4	DTX3L	FAM229A	GJC2	GPT2	H2AX	INTS15	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	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_STOMACH_24W_C2_TFF2POS_MULTIPOTENT_PROGENITOR	ECE1	PROM1	PTP4A3	SUPT7L	TBC1D15	TCIM	UBE2D1
GAO_STOMACH_24W_C4_PARIETAL_PROGENITOR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_STOMACH_24W_C4_PARIETAL_PROGENITOR	ANXA1	CCDC80	CFH	FGD5	FKBP14	H6PD	HBB	KERA
GAO_STOMACH_24W_C5_PUTATIVE_PIT_CELL_PROGENITOR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_STOMACH_24W_C5_PUTATIVE_PIT_CELL_PROGENITOR	ACTC1	ADRA1D	AK4	ALDH1B1	BARX1	BCL11A	BCL2	BMPER	CAPS	CFAP221	CFL2	CNN1	CORO1C	DHX35	DIXDC1	FBXO32	GBP2	HACD1	HSPB8	IL17B	KCNMB1	LAMA5	LDB3	LIMS2	LRP5	LRRFIP2	MICALL1	MVB12B	NFIX	NPB	NRXN3	OLR1	P2RX4	PIPOX	PPP1R14A	RASSF3	RPRD1B	RSPO3	RTL5	SBSPON	SETD1B	SGCA	SLC24A3	SLC2A4	SMG8	SRF	TAFA4	TIMM17A	TMEM47	TMEM51	TNFAIP8	VSNL1	WFDC1	WIF1	YBEY
GAO_STOMACH_24W_C6_PIT_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAO_STOMACH_24W_C6_PIT_CELL	ADAMTS6	BLOC1S3	DCUN1D3	FAHD2B	GALNT7	GREM2	MBD1	NTN1	RBL1	RSPO2	SALL4	TMEM135	ZNF747
GAUTAM_EYE_CHOROID_SCLERA_ACTIVATED_T_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CHOROID_SCLERA_ACTIVATED_T_CELLS	ABTB1	ACSL5	ACSS1	AP4B1	APOBEC3D	AQP3	ARID3B	ASF1A	ATP2A3	BCL7B	BMAL1	BRD1	C6orf120	CAMK2G	CCM2	CCR5	CD274	CD58	CDC7	CDIP1	CDK5R1	CENPN	CERK	CHD7	CNST	COX18	CRNKL1	CSF2	CUTALP	DBP	DDB2	DDX11	DIAPH1	ERAP2	FAM136A	FASLG	FCRL6	FERMT3	GIMAP6	GLMN	GPR155	GPR18	GSKIP	H2BC18	HELB	IFFO2	IFIH1	IL27RA	INO80E	INPP4A	INTS13	ITFG2	KAT7	KDM2A	KIF2A	KLHDC4	LAIR1	MAEA	MAN2B1	MFSD14CP	MIAT	MIR155HG	MT-CO1	MTERF4	MTFP1	MXD4	N4BP2	NIPAL3	NKAP	NLRP1	NUBP2	ORC4	PAPOLG	PARP11	PATJ	PCYT1A	PDCD2	PILRB	PTGDR	PTPN6	RANBP3	RAPGEF6	RGS19	RINL	RNF157	RPL37A	RPL8	SAP30	SIT1	SLAMF1	SLC39A10	SNAI3	SNX10	SNX14	SPATA2L	SPN	SYNRG	SYTL2	TENT4B	TEPSIN	TGIF2	THEMIS	TMEM154	TMEM273	TNFSF4	TOMM5	TRIM26	TRIM59	TUT7	USP12	ZBTB37	ZC3H18	ZFAND2B	ZNF266	ZNF276	ZNF431	ZNF721	ZNF836	ZNHIT6
GAUTAM_EYE_CHOROID_SCLERA_CHOROID_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CHOROID_SCLERA_CHOROID_ENDOTHELIAL_CELLS	ABCD4	ABHD3	ACSL5	ACTG1	ADAM10	ADIRF	ANAPC16	ANXA3	ARHGAP19	ARPC1B	ARPC2	ASAP1	ATP5ME	BAG3	BCL10	BCL6B	BEX5	BNIP2	BTNL9	BZW2	CA4	CALR	CANX	CCNI	CFL1	CHMP4A	CLU	CNTNAP3B	COX16	CSNK1A1	CX3CL1	CYP26B1	DNAJB1	EEF1A1	EEF1D	EIF3K	EIF4EBP1	F11R	FAU	FGD5	FGFR1OP2	FKBP1C	FLOT2	FNIP2	FOXP1	FUS	GALNT18	GFOD1	GNG5	GNS	H2AZ1	H3-3A	HID1	HYAL1	KLHL2	KRTCAP2	KTN1	LHX6	LIMK2	LRP11	LSM4	MANSC1	MECOM	METTL21A	MGST3	MRPL33	NACA	NDUFC1	NNMT	NOL4L	NRARP	NUDC	OAZ2	PALD1	PALM	PDIA6	PFN1	PIK3C2B	PITPNB	PKN3	PLEKHO2	PPFIA3	PPIA	PPIB	PPP1R15A	PROCR	PSMB8-AS1	PTPN1	RBM8A	RHOJ	RNF122	RNF144B	RPIA	RPL12	RPL13A	RPL18	RPL19	RPL22	RPL23	RPL23A	RPL24	RPL30	RPL4	RPL7	RPL7A	RPS10	RPS11	RPS12	RPS16	RPS19BP1	RPS20	RPS26	RPS3A	RPS9	SARS1	SASH1	SDCBP	SELENOK	SEMA3A	SH3BGRL3	SHROOM1	SIGIRR	SLC25A37	SMAD6	SMAGP	SNRK	SOD2	SOS1	SP110	SPG21	SPNS2	SPR	STARD3	SUMO1	TCF4	TMEM179B	TMEM255B	TMOD3	TRAPPC2B	U2AF1	UBA6
GAUTAM_EYE_CHOROID_SCLERA_FIBROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CHOROID_SCLERA_FIBROBLASTS	AASS	ABCA5	ABHD14A	ABLIM1	ADAMTSL4	AHCYL2	AHI1	AIG1	AKR1C2	AMOTL2	ANKRD35	ANXA11	APOL2	APOL6	APPL1	ARID5B	ATP1B3	ATP2A2	ATXN2	AZI2	B4GALT1	BAG2	BAMBI	BASP1	BBX	BCAP29	BHLHE40	BHMT2	BMERB1	BMP1	BMP4	BOC	C1orf21	CA12	CALCOCO1	CAMK2N1	CCNDBP1	CCNL2	CD302	CDC42BPA	CDC42EP4	CEMIP	CHD9	CKB	CLEC11A	CMTM8	COL25A1	COL27A1	CPED1	CRELD1	CRELD2	CSRP2	DAB2	DCUN1D1	DDAH2	DDIT4	DEPP1	DERL2	DKK3	DNAJA1	DNAJB9	DOK5	DSE	DYNLL1	ECEL1	FBLIM1	FEZ1	FGF2	FKBP9	FMNL2	FOXO3	FST	G6PD	GDF15	GLT8D2	GLUD1	GNAL	GOLPH3	GPC3	GPX4	GPX8	GSTP1	GTF2I	HIGD1A	HSD17B4	IFNGR2	IL1R1	IL6ST	IRF2	ISOC2	ITGAV	ITM2B	JAM3	KCNK17	KDELR2	KIAA0040	LAMB2	LAP3	LAPTM4A	LMAN1	LPAR1	LPIN1	MAP3K5	MAP7D3	ME1	MINDY2	MVP	NDFIP1	NFASC	NFIX	NFKBIZ	NFYB	NGF	NISCH	NPEPPS	NPPC	NSD3	NUCKS1	OSTC	PARVA	PCDH18	PCSK1N	PCSK7	PDE7B	PGAM1	PGD	PGM2L1	PGRMC1	PIEZO2	PJA2	PKM	PNISR	PODN	POLD4	PROCR	PSAP	PTGS2	PTPN13	PTPRG	RCN3	RGL1	RHOB	RNASE4	RNF24	RRBP1	RTL8C	RUNX1	S100A11	SAA2	SAMD11	SCUBE2	SDC4	SEC61A1	SEC63	SERINC3	SFXN1	SGCB	SKIL	SLC16A7	SLC25A28	SLC40A1	SLC7A8	SLFN11	SMARCA2	SMARCD3	SNORA50C	SPTBN1	SSPN	STAT1	STAT6	STOM	STON1	STON2	SYVN1	TGFB3	TMEFF2	TMEM98	TNFRSF12A	TNFRSF1A	TNS2	TPTEP1	TRIB1	TSKU	TSPAN3	UBE2H	USP11	VAMP4	VCP	VEGFB	VKORC1	VSTM4	WLS	YAP1	YWHAG	ZBTB16	ZBTB20	ZCCHC24	ZFHX3	ZSCAN18
GAUTAM_EYE_CHOROID_SCLERA_MELANOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CHOROID_SCLERA_MELANOCYTES	AHSA1	AKAP8	ALDOA	ALX1	AP2M1	ARF1	ATG101	ATP5F1D	ATP5MG	ATP5MK	ATP5PF	ATP5PO	ATP6V1D	B3GAT3	BCAN	BEX2	BIN3	CAMTA1	CAPRIN1	CCNG1	CCT5	CCT7	CHCHD2	CHCHD3	CHTOP	COX6A1	COX7C	CRTAP	CRYL1	CUTA	CYB5R1	CYC1	CYCS	DAAM1	DAD1	DEK	DHPS	DLC1	DNAJA4	DPH3	EHBP1	EIF2S2	EIF3G	EIF3H	EIF3M	ENOPH1	ERBB3	ERP29	ESF1	ETF1	FAU	FBXO7	GABARAP	GADD45GIP1	GALE	GRSF1	GTF3C6	HIBADH	IMP4	IRF4	ITGB1BP1	JAGN1	KARS1	KCNJ13	KIF9	KIT	KLF6	KLHL21	LSM7	LYSET	MED10	MORF4L1	MRFAP1	MRPL57	MRPS18C	MT-CO1	MT-CO2	MT-CO3	MT-CYB	MT-ND1	MT-ND2	MT-ND3	NDUFA4	NDUFAF4	NELFCD	NELFE	NET1	NGDN	NOL12	NOP56	NUDC	OCA2	ODF2L	PDLIM3	PEPD	PFDN6	PHB1	PHF1	PPAN	PRELID1	PSMC3	R3HCC1L	RAD23A	RBM23	RETREG2	RNF145	RNH1	ROPN1B	RPF2	RPLP0	RSL1D1	RSRC2	RTTN	SAP18	SDHB	SECISBP2	SEMA3E	SGK1	SLC25A5	SLC35B2	SLC4A2	SLC6A17	SLIRP	SNHG8	SNRPE	SNRPG	SNX2	SNX8	SOD1	SRI	ST6GALNAC2	STAM	SUMO3	SYPL1	TAF7	TAF9	TAX1BP3	TCEAL9	TIMM44	TOMM22	TPCN2	TPMT	TSG101	TSN	TUFM	UBE2D1	UBE2E1	UNK	UQCRFS1	USF2	USP32	VDAC2	XAB2	XPC	ZNF704	ZPR1
GAUTAM_EYE_CHOROID_SCLERA_MONOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CHOROID_SCLERA_MONOCYTES	ABHD2	ACTR2	ADA2	ADAM8	ADAM9	AGTRAP	AMY2B	ARAP2	ARHGAP15	ARHGAP25	ARHGAP30	ARHGAP5-AS1	ARHGAP9	ARHGEF40	ARL5A	ASAH1	ASGR1	BAX	BORCS6	BRMS1	BTK	C4orf33	C9orf72	CASP10	CD300C	CD69	CDC25B	CENPL	CHD7	CIB1	CLN8	CNOT3	CNPPD1	CRIP1	CTSH	CXCL1	CYBC1	DCP2	DGKA	DOCK11	DOCK2	DOK1	DOK3	DPYD	DPYSL2	EHBP1L1	EHD1	FAM53C	FSCN1	GAPT	GAS2L3	GAS6	GLIPR1	GPSM3	H2BC11	H2BC4	H2BC8	HECA	HGS	HIGD2A	HLX	HMGA1	IGSF6	IL27RA	ILF3-DT	ITGA5	KDM2B	KLHL6	LEAP2	LILRB4	LIMS1	LINC00528	LINC01001	MAP4K4	MAPKAPK5-AS1	MILR1	MSL2	MSMO1	MT-ATP8	NECAP2	NUBP1	NUMB	NXT1	OTULIN	PCNA	PDE6H	PFKL	PICALM	PIK3CG	PLAGL2	PLEKHA2	PML	PPP1CA	PRAM1	PREX1	PSTPIP1	PTK2B	PTPN1	PTPN12	PURB	RAB5C	RAE1	RALGDS	RAPH1	RBBP8	RETN	RGS18	RNF135	RNF138	SEMA6B	SERTAD2	SFT2D1	SHMT1	SIPA1	SLC1A4	SLC30A1	SLC7A7	SMCO4	SNAPC1	SNX27	SNX5	SPATA13	SPCS3	SPOPL	SRGAP2	STX7	TAMALIN	THAP9-AS1	TIGAR	TMEM70	TMUB1	TNFAIP8L1	TNFSF13B	TRIM14	UBE2S	UBXN11	VMA21	VOPP1	ZNF738
GAUTAM_EYE_CORNEA_CONJUNCTIVAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CORNEA_CONJUNCTIVAL_CELLS	AKR1A1	ARF6	ATP10B	ATP5F1E	B3GNT5	BAIAP2	BICDL2	BID	BIK	C1orf116	CAMSAP1	CBX6	CCDC6	CD82	CDH1	CDKN1A	CEACAM1	CEACAM6	CFLAR	CLIC1	COX7A2	CRB3	CRYBG2	CTSS	CTTN	DAPP1	DNAJB6	EIF6	EMP2	EPHB3	F2RL1	FAM83A	FRMD8	GALNT3	GLTP	H2AC18	H2AJ	H2BC12	H2BC4	HLA-B	HMGCS1	HMOX1	IFI27	INPP1	IRF2BP2	KRT24	KRT7	LAD1	LDLR	LINC00511	MACC1	MALL	MAOA	MAP3K8	MIDN	MIR200CHG	MPP7	MSMB	MT-ND1	MUC1	MUC4	MYCL	NBEAL2	NIBAN2	NT5C2	NUPR1	OCLN	P2RY2	PDCD4	PDLIM5	PLAAT4	PPDPF	PPL	PRELID1	PTPN13	RAB27B	RALGDS	RASSF5	RCOR1	RDH13	RERG	RHCG	RIOK3	RPL28	RPL41	RPLP0	RPS29	SCNN1A	SELENOH	SH3BGRL3	SLC25A5	SPAG9	SPINT1-AS1	SPRR1B	SPSB1	ST3GAL4	STX11	SULT2B1	TC2N	TMED3	TMEM154	TMEM165	TOB2	TSTD1	TTC9	WASF2	YWHAZ	ZNF593
GAUTAM_EYE_CORNEA_CYTOTOXIC_T_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CORNEA_CYTOTOXIC_T_CELLS	ABHD16A	ACSL4	ADH7	AGPAT4	AMDHD2	ANKRD54	ANKS3	APLF	ARMC5	ASPM	ATAD2B	ATG7	ATP5MC3	ATP5MG	ATP9B	ATRIP	AUTS2	BAG4	BRMS1L	BTBD8	C6orf136	CASP2	CAVIN3	CCDC144A	CCZ1B	CDK19	CEBPZOS	CELSR2	CENPF	CEP152	CEP72	CFAP96	CIDEB	CLASP1	CLIC3	COG7	COQ8B	CSKMT	DELE1	DIPK1A	DMAC2	DNAAF9	DNAJC27	DTYMK	EDC3	EEFSEC	EHHADH	EIF2B1	ENTREP3	FABP6	FAM13A	FAM13A-AS1	FARS2	FBXL4	FDXACB1	FMO4	FNDC3B	GPATCH2	HAUS4	IDUA	INTS1	ITPK1	KIF11	KLHL29	LDB1	LINC00649	LINC00663	LONRF1	LRRC75A	MAPKBP1	MATN2	MCOLN2	MDN1	MED25	MLKL	MLYCD	MRRF	MTERF1	NAPEPLD	NF2	NKAIN4	NMU	NUSAP1	NXPE3	OXSM	PCGF1	PCTP	PDGFD	PELP1	PHOSPHO2	PIP5K1C	PLOD3	POLR1HASP	POLR3C	PSTK	PTPRE	QRICH1	RAB12	RAB3IP	RAD17	RBIS	RGS16	RHBDD3	RIN1	RP9	SH2B1	SLC12A9	SLC2A11	SLC35D1	SLC49A4	SLF2	SLFN13	SMYD3	SNIP1	SPTLC3	SRD5A3	STARD4-AS1	SUGP1	TAPT1-AS1	TECPR1	THAP2	THOC6	TM4SF4	TMED8	TOPBP1	TRMT1	TSPYL4	TTL	UBE2O	VPS35L	VRK1	XRCC2	ZBED6	ZC3H11A	ZC3H7B	ZDHHC1	ZFP14	ZFP30	ZNF236	ZNF248	ZNF391	ZNF415	ZNF44	ZNF573	ZNF621	ZNF626	ZNF827	ZNF92
GAUTAM_EYE_CORNEA_ELF3_HIGH_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CORNEA_ELF3_HIGH_EPITHELIAL_CELLS	ADM	ANXA11	ANXA2	ARHGEF3	ARHGEF4	ARPC2	ATP5F1E	ATP5MF	ATP5MJ	ATP5MK	ATP5PD	ATP5PF	BAG1	BBOX1	BHLHE41	BNIPL	CCDC12	CDC42	CDKN1C	CDKN2B	CHMP2A	CLCA2	CLDN1	CLEC7A	CLU	COA3	COMT	COX14	COX17	COX6A1	COX6C	COX7B	CPAMD8	CRB3	CRIP1	DAZAP2	DMRTA2	DNAJB2	DSP-AS1	EFCAB14	EGR1	ELP4	EMP1	EMP2	EPHA2	ERBB3	ESRP1	EVPL	EZR	FAM169A	FAM210B	FOSB	FRMD4A	FSIP1	GALNT3	GJB5	GLTP	HES4	HMGCS1	HMGN1	HRK	HS3ST6	HSBP1L1	IDI1	IER5	JUN	KAT2B	KCTD1	KLF10	LIPH	LSM4	MACROH2A1	MBD2	METTL17	MICOS10	MIEN1	MIF	MKRN1	MOCS2	MT1E	MT1M	MTUS2	MYCBP2	MYO6	NDUFA4	NDUFB2	NDUFB3	NDUFB7	NDUFB9	NFATC3	NMRK1	NQO1	NR4A1	OSBPL1A	OXR1	PAIP2	PDCD4	PEBP1	PFN2	PID1	PLEKHN1	PLP2	PLXDC2	PNKD	POF1B	POLR2I	PPL	PRDX1	PSAP	PSAT1	PTPN13	RAB40B	RAP2B	RAPGEFL1	RBX1	REEP4	RHOU	RIN2	RRAD	S100A6	SAT1	SCARB2	SELENOK	SH3GL3	SLCO3A1	SMAD3	SMIM30	SMIM5	SOX15	SPINT1	SQLE	SRCAP	SRD5A1	SREBF1	SRP9	TAGLN2	TFRC	THBD	THOC7	TMEM141	TMEM19	TNS4	TOM1L1	TXN	UBL5	UQCRQ	VAV3	VTI1B	WNK2	XDH	YWHAZ	ZFYVE21
GAUTAM_EYE_CORNEA_FIBROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CORNEA_FIBROBLASTS	A1BG	AAK1	AKAP12	AKR1C2	ANKRD12	ANKRD28	ARGLU1	ARHGDIA	ARMCX3	ASAP1	ATP1A1	B2M	BRD4	BTG3	C12orf57	CCDC80	CCDC85B	CD81	CDC37	CEBPB	CEMIP	CLDN5	CLIC4	CNN3	COL12A1	COL6A3	COL8A1	COL8A2	CTHRC1	CTNNAL1	CXCL3	CYB5R3	DNAJA1	DPYSL2	EFEMP2	EIF3D	EIF4B	EPB41L4A-AS1	ERF	ERRFI1	ESD	FAM3C	FBL	FBLN5	FBXO32	FERMT2	FKBP11	FTL	FUS	GEM	GOLGA4	H1-10	HIF1A	HLA-A	HLA-C	HNRNPA1	HNRNPDL	IFI16	IGFBP3	IL1R1	IL6	IL6ST	IRS2	ITGBL1	ITM2C	JUND	LAMB2	LAMC1	LPP	LTBP2	LUZP1	MAGED2	MAT2A	MFAP4	MKLN1	MT-ND1	MT-ND3	MTDH	MYADM	MYL9	MYLK	MYOC	NCL	NFAT5	NFIC	NT5E	NUCB1	PABPC1	PDLIM4	PIK3R1	PLAC9	PLD3	PLIN2	PLOD2	PMEPA1	PNISR	PNRC1	PPP1R1B	PRRX1	RAB13	RACK1	RAMP2	RBMS3	RBPJ	RCN1	RECK	RHOC	RPL10	RPL11	RPL13A	RPL18	RPL18A	RPL21	RPL22	RPL29	RPL35	RPL35A	RPL36	RPL36A	RPL36AL	RPL4	RPL8	RPLP2	RPS13	RPS15	RPS16	RPS17	RPS20	RPS23	RPS25	RPS3	RPS3A	RPS4X	RPS5	RPS9	RSL1D1	RTN4	SELENOP	SHC1	SLC25A6	SMR3B	SNCA	SNHG32	SON	SPATS2	SPTBN1	SRRM2	STC2	TACC1	TAF1D	TEAD1	TFPI	THBS1	TLN1	TM4SF1	TNS1	TPM2	TSC22D3	TSHZ2	TSPAN4	TUBA1B	TYMP	UBXN1	VAMP5	WIPF1
GAUTAM_EYE_CORNEA_MELANOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CORNEA_MELANOCYTES	A1BG	ABL2	ADD3	AHCYL2	ALDH7A1	ANKRD39	ARHGAP42	ARHGDIA	ARHGEF37	ARID5B	ARL6IP5	ARPC1A	ASB11	ATOX1	ATP6V1B2	AZGP1	BABAM1	BAMBI	BCLAF1	BLVRB	C1orf43	C7orf50	CAVIN1	CCDC124	CCN3	CCSER2	CCT2	CCT6A	CD320	CDH1	CERS1	CFAP97	CFL1	CHCHD2	CHCHD3	CHMP1A	CHP1	CIRBP	CLASP2	CLEC11A	CLTA	CMTM3	CMTM6	CNN3	COPS6	CSGALNACT1	CSPG4	CTH	CTSA	CUTA	CYBA	CYC1	DDOST	DIPK1C	DNAJB1	DNAJB9	DNAJC8	DOCK7	DUSP14	DYNC2I2	ECH1	EDF1	EEF1B2	EHD4	EIF3F	EIF3G	EIF4B	EIF5	ELOVL5	EMC7	ERP29	ETNK1	FADS1	FIGN	FUS	FXYD5	FZD9	GALK1	GMFB	GNG5	GPSM3	GRN	GSTO1	GUCD1	HADHA	HMOX2	HOXB7	HPS1	HS1BP3	HSF4	HSPG2	HYCC1	IFFO1	IFI16	IFRD1	IMPDH2	ISCA1	ISYNA1	ITPK1	JADE1	JAGN1	KIAA0930	KIFC3	KLF9	LAMA4	LAMP2	LAMTOR4	LAP3	LHFPL2	LIX1L	MAP4	MEF2C	METRN	MFGE8	MGA	MICAL3	MID1IP1	MOB1B	MRPL24	MRPL28	MRPS18B	MT-ND1	MTURN	MYO1C	NAMPT	NAP1L1	NAT14	NDUFAF3	NDUFAF4	NDUFB4	NEU1	NFATC2	NME1	NPC2	NPM1	NR3C1	NRCAM	NT5C	NTAN1	NUBP2	NUCB1	NUDT2	OAT	OLFM1	PA2G4	PARVA	PGRMC2	PHB2	PITPNA-AS1	PKIG	PLD3	PLIN2	PLXNB1	POGZ	POLDIP3	POLR1F	POU3F3	PPIB	PPM1B	PPP1CA	PRCP	PRDX4	PRMT2	PRPF6	PRXL2C	PSMA7	PSMC2	PSMD13	PSMG1	PTMA	PTPN18	PTRH1	QDPR	RABIF	RAMP1	RASGEF1B	RASSF3	RBBP6	RBM3	RNF14	RPL10	RPL12	RPL13A	RPL17	RPL18A	RPL19	RPL26	RPL32	RPL39	RPL8	RPN2	RPS10	RPS11	RPS13	RPS14	RPS26	RPS28	RPS3A	RPS5	RPS8	RPSA	RRAGD	RSL1D1	RSRP1	RTN2	RWDD1	S100A1	SAP30	SDHAF3	SEM1	SEPTIN7	SERTAD1	SLC25A11	SLC25A25	SLC25A36	SLC27A1	SND1	SNRNP25	SNRPA1	SNRPC	SNX3	SNX7	SPP1	SRFBP1	SRM	SRP14	STAT2	STOML2	STXBP1	SUGT1	SUPT4H1	TALDO1	TDRD7	TFPT	TLN1	TMBIM6	TMED10	TMED9	TMEM101	TMEM179B	TMEM87A	TP53BP2	TP53RK	TRAF2	TRAPPC2B	TRPV2	TUBA1B	UBA6-DT	UBALD2	UBE2B	UBE2D1	UBE2S	UBXN2A	UQCRC2	UROD	WDR18	WDR81	XRCC6	YTHDC1	YWHAH	ZNF24
GAUTAM_EYE_CORNEA_MONOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CORNEA_MONOCYTES	ABHD12	ABHD15	ACKR3	ACSL4	ACSL6	ADCK2	ADGRE5	AGPAT1	ALKBH7	ALYREF	ANKRD9	APAF1	ARAP1	ARHGAP6	ARHGEF5	ARID3B	ASXL2	ATF6B	ATG14	ATM	ATP11B	ATP13A3-DT	ATP5F1B	ATP6V1C1	BAK1	BCL2L11	BORCS5	BRAF	C19orf25	C19orf38	CBARP	CCDC117	CCDC85B	CCNK	CDK17	CHML	CHST7	CLIC4	CLPX	CNEP1R1	CNOT1	COMMD5	CPSF1	CREBBP	CSF1	CTDSP1	CTSA	DCAF16	DCTN4	DDX10	DEF6	DEF8	DENND5A	DGAT1	DMXL1	DNAJB9	DNAJC5	DOP1B	DRAM1	EEF1AKMT2	ELOC	EMB	ETV5	EZH2	F8A1	FAM131A	FAM168A	FBRSL1	FBXO30	FBXW5	FERMT3	FGD3	FKBP3	FPGS	FYB1	GADD45G	GALC	GALNT2	GALNT6	GIMAP7	GNG7	GNL2	GPATCH11	GPR3	GRINA	GTF2A1	H2AX	HDAC9	HM13	HNRNPA1L2	HPS3	IL16	IL17RC	IL18BP	IL4R	ITCH	JPT1	KCTD17	KDM2B	KIF1B	KIF2A	KLF7	KMO	LBR	LINC01003	LIPT1	LY9	LYSMD3	MAML1	MAMLD1	MAP1LC3B2	MAP4K1	MAPKAPK3	MAPKAPK5	MARCHF7	MARF1	MBOAT7	MCOLN2	MCRS1	MED6	MED8	METTL14	MINPP1	MLF2	MLXIP	MMD	MOAP1	MRPS30	MTMR6	MYD88	MYO15B	MYO1D	NAF1	NEK6	NFATC1	NIBAN1	NKAP	NMI	NOL4L	NQO2	NUDT1	NUDT22	NUMB	OPHN1	ORMDL2	P3H2	P4HA1	PCBP1-AS1	PCGF5	PCNX2	PCYT1A	PGAP6	PHF19	PHTF2	PIGA	PILRB	PLA1A	PLA2G15	PLAC8	PLB1	PLEKHA7	PLEKHJ1	PLEKHO2	PLXNA3	POLR3A	POLR3E	POU2F1	PPARD	PPWD1	PRCP	PRXL2B	RABL6	RAI1	RANGRF	RAP2C	RARA	RBM39	RIC1	RLF	RNF19B	RPE	RPLP2	RPN1	RPS19	RRP9	RUBCN	SAFB2	SCAMP3	SCD	SDHB	SDSL	SEMA4A	SEMA7A	SEPTIN2	SH2B2	SIK3	SLBP	SLC22A18	SLC35B2	SLC35E1	SLC39A10	SLC46A3	SLC4A1AP	SLC9A9	SMCHD1	SNAI3	SNX18	SPATA13	SPTY2D1	SRC	SULT1A1	SUSD3	TCN2	TENT2	TENT5A	TFEB	TGFBR2	THAP2	THBS2	THEM4	TIMM29	TK1	TMEM127	TMEM199	TMEM208	TOR2A	TRIP11	TTL	UNC119	UNC13D	UPF2	VAV1	VPS11	VPS18	VSIR	WBP1L	WDR11	WDR55	WIPI1	YIF1B	YTHDC2	ZBTB46	ZMYM5	ZNF140	ZNF197	ZNF224	ZNF260	ZNF317	ZNF532	ZNF579	ZNF710	ZNF726	ZNF75A	ZNG1A	ZSWIM7	ZYX
GAUTAM_EYE_CORNEA_TGFBI_HIGH_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_CORNEA_TGFBI_HIGH_EPITHELIAL_CELLS	ACYP1	ADH7	ADI1	ALDH7A1	ARHGAP12	ARHGEF3	ARPC2	ASCL2	ASS1	ATF3	ATP1B3	ATP23	ATP5MC3	ATP5MF	ATP5MJ	ATP5PF	ATP6V1E1	BCO2	BLCAP	C12orf75	C16orf74	CAPG	CAPS	CAV2	CKAP4	CKS1B	CLEC7A	CNTN4	COL7A1	CPAMD8	CPXM2	CRIM1	CRLF1	CRYBG1	DDIT3	DMRTA2	DUSP23	DYNLRB1	EGOT	EGR1	EID3	ELF3	ELOB	EXOSC7	FAM169A	FHOD3	FOSB	GADD45B	GAS1	GDPD2	GPM6A	GPRC5A	GSTP1	H2AZ1	HCAR3	HERPUD1	HRK	HSP90AA1	HSPA2	HSPH1	IFT25	IL20RB	IMPA2	ITGA2	ITGA3	ITGAV	ITGB4	KIF21A	KLF10	KRT3	LRRC8D	LSM3	LSM5	MOB1A	MRPL33	MRPS10	MRPS6	MT1E	NAA38	NBEA	NEDD9	NREP	NRG1	OCIAD2	PAX6	PIM1	PKM	PRDX1	PRDX2	PRDX5	PTGES	PYCR2	RAET1G	RAPGEF3	RFK	RHOU	SCP2	SDC4	SMIM30	SOX15	SYT8	TFRC	TGM2	THBS1	TMEM14A	TOP2A	TP63	TPD52L1	TUBB	TUBB4B	UACA	UBE2C	UBE2Q2	UPK1B	ZFP36
GAUTAM_EYE_IRIS_CILIARY_BODY_ACTIVATED_T_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_ACTIVATED_T_CELLS	ABHD3	ADAM19	ADAM8	ANKRD12	ANKRD49	AOAH	ARID5A	ATF7IP	ATP2B1-AS1	ATP5MG	ATXN1	BTN3A1	C9orf78	CAP1	CAPN12	CARD11	CCDC85B	CD70	CDC14A	CDC42EP3	CFL1	CHST12	CLIC1	CMPK1	COX4I1	CYBC1	CYFIP2	DDB2	DGKZ	DGLUCY	DHRS1	EIF3M	EZR	FBXW5	FGD3	FLI1	FLT3LG	GLRX	GOLGA8A	GOLGA8B	H1-4	H2AC6	H2BC18	H2BC8	HERPUD2	HYPK	IL18RAP	IL23A	IL2RB	IPCEF1	IQGAP1	ITGB2-AS1	JPT1	KLRC4	LINC00426	LPIN2	LRRFIP1	MAF	MBNL1	MCUB	METTL26	MGAT4A	MYH9	NAP1L4	NIPAL3	NUP210	OCIAD2	ODF2L	OFD1	P2RY10	PATL2	PDE4D	PRKCB	PRMT9	PRPF38B	PSMD13	RACK1	RASA2	RBL2	RGS19	RIPOR2	RNF213	ROCK1	RORA	RPL10A	RPL12	RPL17	RPL35	RPL9	RPS10	RPS23	RPS5	RPS6KA3	S1PR4	SAP30	SFI1	SH2D3A	SH3KBP1	SLAMF1	SLAMF6	SNAP47	SNRNP200	SNRPD2	SPN	SPON2	SRRT	ST3GAL1	SUN2	SYNRG	SYTL1	SYTL2	TCF7	TENT5C	TERF2IP	TMEM71	TNFRSF1B	TNFSF14	TRADD	TRAT1	UBALD2	UBB	UGP2	VSIR	WHAMM	ZFAND2A	ZFAS1	ZFYVE28	ZNF778-DT
GAUTAM_EYE_IRIS_CILIARY_BODY_CILIARY_BODY_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_CILIARY_BODY_CELLS	ACTG1	ADIRF	AJUBA	ALPK2	ARHGEF12	BNIP3	CAPN2	CARHSP1	CCDC3	CCDC51	CCDC80	CERCAM	CHPF	CHRDL1	CITED2	CLCA2	COL4A4	COL4A6	COLGALT2	CRB2	CYBRD1	DARS1	DCBLD2	DDAH1	DDIT3	DGKG	DKK3	DMRTA2	DNAJC6	DYNC1I1	EGLN3	ELMOD1	ENO2	EPB41L4A	ERICH5	F2R	FGFR3	GCSH	GGA2	GPER1	HSPB2	HSPG2	IER3	KIAA1671	KLF10	LDHA	LMCD1	MAGI1	MCL1	ME1	MFAP5	MLF2	MPRIP	MSX2	NCAM1	NEBL	NECTIN3	NQO1	NR1D1	P4HA2	PALS2	PARD6G	PDAP1	PDGFRA	PEX16	PGK1	PGM1	PHGDH	PKM	PLCD3	PLCH1	PNMA1	PRICKLE2	PROX1	RCN2	RND3	S100A6	S1PR3	SDC2	SFRP1	SIX3	SLC12A2	SLC36A4	SLC7A8	SLIT3	SOX2	STK17A	STK19	TFRC	THY1	TMEM106B	TMEM160	TNFRSF12A	TOMM34	TRPM3	TSLP	TSPAN5	TUSC2	UQCRFS1	VEPH1	WLS
GAUTAM_EYE_IRIS_CILIARY_BODY_CILIARY_BODY_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_CILIARY_BODY_ENDOTHELIAL_CELLS	ABHD17A	ACKR3	ACVR2B	ADA2	ADARB1	AGO3	AGPS	AIFM2	ALKBH3	ANGEL1	ANKRD13D	AP2A2	AP3D1	APEX1	ARAP3	ARFIP1	ARHGAP23	ARHGAP31	ARHGAP4	ARHGEF10	ARHGEF6	ARHGEF7	ARMCX2	ARRDC1	ARSB	ASAP2	ATF7	ATG3	ATP11C	ATP2A2	ATP5F1C	ATP6V1A	ATXN2L	AUTS2	BCAT2	BCL6B	BEND7	BLOC1S5	BPGM	BPNT2	BRAF	BRD4	BTBD7	BYSL	BZW2	C17orf67	C1orf198	C1orf54	CAPZA1	CARS2	CASP3	CCDC137	CCDC86	CCDC88A	CCM2	CCNYL1	CCT5	CD2AP	CDC42EP1	CDH2	CDK12	CDKN1B	CENPB	CEP112	CISD1	CISH	CLDN10	CMC1	CNN2	CNOT7	COA4	COMMD2	COPS4	CPSF1	CREB3L2	CROCCP2	CRTC2	CSNK2A1	CSRNP3	CSRP1	CTBS	CTCF	CTNND1	CUL2	DDX21	DDX5	DENND2C	DHRS4L2	DLC1	DNAJA2	DNAJC21	DNPEP	DTX3L	DUSP26	DYRK1A	ECH1	EIF2AK1	EIF2B1	EIF2S1	EIF4EBP1	EIF6	ELK4	ELMO1	EPB41L4A	EPN1	EVA1C	EWSR1	FAM114A2	FAM120C	FAM171B	FAM174A	FAM241A	FAM89A	FAT4	FN3KRP	FNIP2	FRMD4B	GARS1	GCA	GLRX	GLTP	GNPAT	GOT2	HAGH	HCG18	HINFP	HIP1R	HIPK2	HMGB1	HMGN4	HMOX2	HSP90AB1	ICA1	IFFO1	IFI44	IFNAR2	IKBIP	IL15RA	IL18BP	ILF3	IMPA1	ISY1	JAGN1	KDM1A	KEAP1	KHSRP	KIF3B	KLF7	KMT2C	KMT5B	KXD1	LBHD1	LINC00987	LLPH	LY6G5C	LYL1	MAGEH1	MAX	MBOAT7	MCUR1	MED12	MED13	MESD	METAP1	MFSD10	MGAT2	MIR155HG	MLLT6	MLST8	MNAT1	MORC2	MRPL3	MRPL42	MRPS18B	MRTO4	MTX2	MYO10	MYO1E	NAALADL1	NAPG	NAT9	NCBP2	NDST1	NDUFB3	NDUFB9	NEMF	NFIA	NOD1	NSMCE1	NTRAS	OGG1	ORMDL2	OSTF1	PAPOLG	PAWR	PCDH11X	PCTP	PDCD6IP	PDGFC	PDPR	PDS5A	PDSS2	PEX5	PINX1	PKN1	PKN3	PLAA	PLCB1	PLEKHB2	PLEKHG1	PLOD3	PMAIP1	POGLUT1	POLR3H	PPAN	PPID	PPIL1	PPME1	PPP1R35	PPP2R3C	PPP3CA	PPP6C	PRDX4	PRKD2	PRR14	PRR5L	PRXL2C	PSENEN	PSMB8-AS1	PSMD14	PSMD2	PTBP3	PTPN11	PTRH1	PZP	RAB14	RAB1B	RAB32	RALGAPA1	RARS1	RASL11A	RBBP5	RBBP6	RBM42	RDH14	RELA	RELL1	REXO4	RHOBTB1	RILPL2	RIPK3	RNF213	ROCK2	RPIA	RPL10	RPL36	RPLP2	RPS15A	RPS19	RPS28	RPS6	RPS6KB2	RUVBL1	SAFB	SBF2	SCN1B	SCYL3	SDCBP	SELENOS	SEMA3A	SEMA6B	SERPINA5	SETX	SH3BP4	SHE	SKI	SLC19A3	SLC1A7	SLC25A22	SLC30A1	SLC35A4	SLC38A10	SLC43A3	SLC52A3	SLC66A3	SMG7	SMYD5	SNAPIN	SNN	SNRNP40	SPR	SPTLC2	SQOR	SRA1	SREK1IP1	SRPRB	STAG1	STEEP1	STK3	STT3B	STX4	SUN1	SUPT5H	SUZ12	SYNJ2	TAP1	TASOR	TESK1	TGFBR3	THUMPD2	TINF2	TJP1	TLNRD1	TMEM106A	TMEM107	TMEM183A	TMEM205	TMEM44	TMOD3	TMSB4X	TNFRSF10A	TRAF3IP2	TRAPPC8	TREX1	TRIM27	TRIM33	TRIM47	TRMT10C	TSG101	TSPAN17	TUBA4A	TWNK	UBR1	UBTD1	UHRF2	UIMC1	UNC119	USF3	USP14	VPS13C	VPS26A	WASL	WTIP	XRN2	YTHDC1	ZC3HAV1	ZDHHC18	ZDHHC9	ZFP14	ZMYM6	ZNF302	ZNF503	ZNF575	ZNF578	ZNF595	ZNF800
GAUTAM_EYE_IRIS_CILIARY_BODY_COL9A1_HIGH_CILIARY_BODY_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_COL9A1_HIGH_CILIARY_BODY_CELLS	ASPH	ATP2C1	BOC	C2CD5	CA2	CDK5RAP3	CEP104	CHCHD10	COX17	CPEB4	CRABP1	CXCL14	DENND1B	DIO3OS	DSP	FAM107A	FBXO44	FGF13	FGFR1	FRZB	GNG11	GPATCH2L	GUK1	HOOK1	HSBP1L1	HSD17B7	IFT172	IFT57	KPNB1	KTN1	LCNL1	LIX1	LRRN2	MAGED1	MAGI1	MAPK8	MEGF9	MOB1B	MRPS28	MT-CO1	MT-CO2	MT-ND4	MXRA7	NDUFA1	NDUFA6	NEBL	NENF	NPFFR1	NR2F1	NUDT4	OSBPL1A	PABPC1L	PALLD	PCBD2	PCSK2	PEBP4	PFKM	PHACTR2	PLA2R1	PLD1	PODXL	POLE4	POLR2I	PPA1	PTGDS	PTGR3	PTK7	RAB11A	RANBP1	RELN	RGN	RSRC1	SELENBP1	SH3BGRL2	SHPRH	SLC15A2	SLC2A1-DT	SLC9B2	SPART	SYNGR2	TAX1BP1	TBC1D1	TBC1D9	TENM1	TLE5	TMEM106C	TNIK	TPD52L1	TRIO	TRMT11	TSPAN4	TUG1	UACA	UGCG	UQCC5	UQCRQ	WFDC1	WNK1	XIST	ZIC3	ZMAT1
GAUTAM_EYE_IRIS_CILIARY_BODY_CRYAA_HIGH_CILIARY_BODY_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_CRYAA_HIGH_CILIARY_BODY_CELLS	ALDH1A3	BCL2L13	BRD2	CADM3	CDK6	CIMAP1B	CKS2	COL4A6	COMMD6	COX7A2L	CREG1	CRIP2	CSNK1E	CTNNAL1	CXADR	DGKG	DIPK2A	DNAJC6	DSC2	EFNA1	EFNA5	EGR2	ENY2	EPB41L4A	EPHA2	ERICH5	FAT1	FRMD4B	GCSH	GGA2	GSTM5	HK2	HSP90AB1	HSPG2	INHBB	JAM3	KLF10	LYPD6B	MAB21L1	MAFF	MAFK	MAST4	MIDEAS	MIR4435-2HG	MKNK2	MXD1	MYO1B	NCAM1	NCEH1	NLGN1	PBX1	PDZD2	PLCXD3	PLP2	PMEPA1	PPP1R15A	RAB28	RBP1	RERE	RPL21	RPL6	RPS19	S100A4	S1PR3	SERPINE1	SETBP1	SGCB	SIX3	SLC16A1	SLC20A1	SLC36A4	SPOCK1	SQLE	STX2	TGM2	THY1	TPMT	TTC3	TXNDC12	VTI1B	ZCRB1	ZDHHC2
GAUTAM_EYE_IRIS_CILIARY_BODY_CYTOTOXIC_T_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_CYTOTOXIC_T_CELLS	ADA2	ADGRE5	ANKZF1	APOBEC3G	ARPC1B	BAIAP3	CD86	CDC40	CENPM	CIAO2A	COMMD6	CYP20A1	DBF4	DLEU1	DMXL1	DOP1B	DR1	EBP	ELOF1	FGD3	GATA2	GCA	GRIPAP1	H2AC18	HADH	HDAC10	HIBCH	HMGB1	HSP90AB1	IDI1	IRAK2	KLHL6-AS1	LAX1	LINC00513	LINC00996	LINC01857	LRBA	MAP4K2	MCOLN2	MITD1	MOB4	NAA50	NME1-NME2	NPAT	NR2C2AP	NRROS	PCED1B	PEA15	PKHD1L1	PPP1CA	PPTC7	PRXL2C	RAB5IF	RACK1	RASSF5	RBM38	RCOR3	RNF168	RPL35	RPL5	S1PR4	SEPTIN1	SETDB2	SINHCAF	SLC17A9	SLC2A6	SNX10	SS18L2	SSNA1	STK10	STK38	SYNGR1	TBRG1	THUMPD1	TIFA	TLK2	TMEM19	TMEM273	TMEM63A	TPT1	TRAPPC10	TRIM4	UBE2E2	USP48	WASHC2A	ZNF107	ZNF138
GAUTAM_EYE_IRIS_CILIARY_BODY_FIBROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_FIBROBLASTS	ACSL3	ADD3	ARGLU1	BCL3	BCL6	BHLHE40	BMP1	BTG2	BTG3	BZW1	C1RL	C1orf21	CCDC71L	CEBPB	CEMIP2	CEP126	CHEK2	CREB3L2	CYBRD1	DACT1	DDIT4	DDX17	DNAH11	DYNC2I1	ECHDC2	EGR1	ELOVL5	ETNPPL	ETS2	F2R	FABP5	FAM13C	FBLN1	FBXO32	FHL1	FN1	FOS	FOSL2	FTL	GABRA2	GEM	GLCE	GRINA	HGF	HIF1A	ID3	IDS	IGFBP4	IL6ST	ITPRIP	JUN	KLF2	LAMC3	LDLRAD4	LPP	LSP1	MAML2	MAN1A1	MATN2	MFAP4	MIDN	MIR24-2	MIR99AHG	MT1A	NDUFA4L2	NFE2L2	NID1	NKTR	NR4A2	NTRK3	NUCKS1	OTULINL	PHACTR2	PHYHIP	PITPNC1	PLIN2	PLPP1	PNISR	PPP1R15A	RAMP2-AS1	RCAN1	RHOBTB3	RSPO4	SELENOP	SF1	SH3BP5	SLC25A37	SLC35D1	SLC39A14	SNORD3A	SOD2	STEAP4	STOM	TMEM165	TUBB2B	VEGFA	WEE1	WNT10A	WNT6	WSB1	YBX3	ZFHX3
GAUTAM_EYE_IRIS_CILIARY_BODY_MEG3_HIGH_FIBROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_MEG3_HIGH_FIBROBLASTS	AASS	ACADVL	ADAM12	ADAM33	ADAMTS9-AS2	ADM	AFF1	ALPK1	ARHGAP29	ARID3A	ASXL1	BAZ2B	BHLHE40	BSDC1	BTAF1	CEP95	CH25H	CHST15	CLIP4	COL16A1	COL1A2	COL27A1	COL3A1	COL5A1	COX6B2	CP	CRISPLD2	CSAD	CSF3	CYP4X1	DENND2B	DIO2	DUSP1	DUSP5	ELN	EMX2	ETNK1	ETV3	FAM20A	FBLIM1	FGF7	FLT1	FNDC3A	FSTL3	GBP1	GPRASP1	GSTM2	H2BC21	HELZ2	HGF	HIC1	HOOK2	HPS4	HSPA1A	HSPA1B	IBTK	IFNGR2	ITSN1	JUN	KRT16	KRT17	MAP1LC3A	MAPK10	MCTP2	MKNK2	MMP2	MT-ATP6	MT-CYB	MT-ND2	MT-ND4	MT-ND6	MYOC	NABP1	NAV1	NDNF	NFATC1	NIPBL	NR4A1AS	OAT	PLEKHG2	PNRC1	POLR2A	PRKCA	PTPRE	PTPRG	RAMP2-AS1	RHOBTB3	RICTOR	RSPO4	SBNO2	SCN2A	SFXN1	SHC1	SLC25A25	SLC7A11	SSH1	STAT6	TANC2	THOC2	TIPARP	TMEM67	TPM4	TTC19	UAP1	UGDH	VIM-AS1	ZC3H12A	ZC3HAV1	ZFHX4	ZKSCAN1	ZNF10	ZNF302	ZNF37A
GAUTAM_EYE_IRIS_CILIARY_BODY_MELANOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_MELANOCYTES	ABHD12	ABHD12B	ADIPOR1	AHCYL2	AMZ2	ANKRD28	ANXA2	AP2M1	AP5B1	APH1A	APOC1	ARF6	ARFGAP1	ARL2	ARL6IP1	ARL6IP4	ARMCX3	ASRGL1	ATP5F1A	ATP5F1B	ATP5MC3	ATP5MF	ATP5MG	ATP5MK	ATP5PD	ATP5PO	ATP6V0A1	ATP6V1E1	BAIAP2L1	BCAP31	BEX3	BNC2	BRK1	BSG	BTG1	BUD31	C12orf76	C19orf12	CABLES1	CAMLG	CCDC154	CCDC68	CCDC88A	CCL28	CCNI	CDKN1C	CDKN2C	CFL2	CHCHD10	CHURC1	CLTA	CMC2	CNBP	CNDP2	CNP	COA3	COPS8	COPS9	COX17	COX5B	COX6A1	COX6B1	COX7A2	COX7C	COX8A	CREBL2	CSDE1	CWC15	DEAF1	DYNLL1	EFNA1	EI24	EIF1	ENDOD1	ENPP2	EPHX1	EPS15	EPS8	ERBB3	ERP29	ESD	EVA1B	EXOSC4	FAAP20	FAHD2A	FAM167B	FAM210B	FBXO7	GALM	GPAT4	HAGHL	HES6	HEXA	HIGD2A	HINT1	HMGCS1	HNRNPA0	HNRNPH3	HNRNPM	HPS5	ICAM1	IGBP1	ILKAP	KHDRBS1	KLF6	LAMTOR5	LINC00511	LMO4	LRRN4CL	LYST	MAD1L1	MARCKSL1	MAZ	MCC	MDH2	MGAT1	MICAL3	MMP14	MPHOSPH8	MRFAP1	MRPL23	MRPL33	MRPL44	MSRB2	MTHFS	MTSS2	NCALD	NDUFA1	NDUFA5	NDUFB10	NDUFB5	NDUFB9	NDUFC1	NDUFS3	NDUFS5	NDUFS7	NEDD8	NELFCD	NHSL1	NIN	NINJ1	NMRK2	NUDT3	NUPR1	OSER1	PABPC1	PAIP2	PAQR8	PDCD6	PER1	PGRMC1	PGRMC2	PHB1	PHF1	PIGA	PITHD1	PLEKHB1	PLEKHF2	PLEKHG3	PLS3	PPIA	PPM1B	PPP1R37	PRMT2	PSMA7	PSMB7	PTPN1	QDPR	RAB1A	RAC1	RACK1	RAD23A	RASGRP3	RBKS	RBP7	RFLNB	RGS3	RHOBTB3	RPS12	RPS28	RPS4X	RRP1	RTTN	SAP18	SAT2	SBDS	SCCPDH	SEC14L1	SEPTIN7	SERPINB6	SGCD	SHC4	SIGIRR	SKP1	SLC25A33	SLC66A2	SMDT1	SMIM10	SMIM26	SMIM29	SMS	SNHG32	SNX2	SNX27	SOS1	SPART	SPG21	SREBF1	SRPK2	ST13	STARD7	SUMO3	SVIP	TALDO1	TAX1BP1	TCEAL4	TLNRD1	TMCC2	TMEM109	TMEM51	TMEM59	TMOD1	TMTC1	TOB1	TOLLIP	TOMM20	TRA2B	TRIM2	TSC22D4	TSPAN14	UBE2E3	UBXN1	UNK	UQCRH	VAMP2	VAPA	WIPI1	YBX1	ZBTB16	ZEB2	ZFAND5	ZNF706
GAUTAM_EYE_IRIS_CILIARY_BODY_MGP_HIGH_FIBROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_MGP_HIGH_FIBROBLASTS	ABCA9	AK3	AKR1C1	AKR1C2	APOL4	BGN	BMP1	C1RL	C7	CALCRL	CALD1	CBLB	CCDC71L	CHEK2	CNN3	COL1A1	CP	CREM	CTTNBP2	ELL2	ELOC	FILIP1L	FMO3	GEM	GGT5	GLCE	GMDS	HSPB6	IFNAR1	IFNGR2	IL15RA	ITM2B	LAMA4	LAPTM4A	LARP4	LARP6	LIMA1	LPIN1	LTBP4	MTHFD2	MXRA8	MYOC	NASP	NFIA	NR2F2	NTRK3	OTULINL	P4HB	PDGFRL	PDPN	PFKFB3	PID1	PITPNC1	PLSCR1	PLXDC1	PNRC1	PPIB	PTMA	PTP4A2	RBM17	RBMS1	RBMS3	REV3L	RHOBTB3	RORA	S100A11	SAT1	SCARA5	SEC61B	SELENOM	SERPINF1	SLC39A14	SOX4	SPTBN1	SQOR	SRM	SSR3	TFPI	TGFBI	TMEM70	TOP1	TSC22D1	UGP2	YBX3	YWHAB
GAUTAM_EYE_IRIS_CILIARY_BODY_MONOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_MONOCYTES	AAK1	ABRACL	ALOX5	APOC2	AREG	ARHGAP24	ARHGAP30	ARID5A	ARL4C	ATF5	ATG3	ATP6V0C	BID	BLNK	C3	C9orf72	CAP1	CCDC88B	CD4	CD48	CD55	CDC37	CEBPA	CLEC10A	CLN8	CXCL1	CXCR4	CYSLTR1	DCTN4	DDX39A	DDX3Y	DENND4B	DOCK11	DOCK2	DPYD	DUSP10	EBI3	EIF4EBP1	FES	FGR	FKBP4	FLI1	FNIP2	FRMD4A	GCH1	GIMAP5	GIMAP7	GNB4	GPR155	GPRIN3	H2AC20	H2AC8	H2BC11	H2BC4	H2BC8	HDAC9	HLA-A	HLA-C	HLA-F	HOTAIRM1	HPGDS	IDH1	IL16	IL2RA	INPP5D	ITGA4	ITPR2	ITSN2	JAK3	JAML	JDP2	KYNU	LILRB1	LIMD2	LIPA	LLPH	MDM4	MIR142	MKNK1	MT-ND4	NCF1	NCKAP1L	NUDT1	NXF1	PAG1	PGP	PLAC8	PPARD	PRPF38B	PSTPIP1	PSTPIP2	PTBP3	RAB20	RCBTB2	RIPK2	S100A12	SCN1B	SCO2	SDCCAG8	SERPINA1	SESN1	SH2B3	SH3BGRL3	SIGLEC10	SIGLEC9	SLC31A2	SLC7A7	SLFN11	SNHG15	SPRED1	SPTLC2	STK10	STX11	SYK	TBC1D2B	TGFBR1	THBS1	THEMIS2	TLR1	TLR4	TMC6	TMC8	TSNAX	TUT7	UBALD2	UCP2	VPS35	ZNF267
GAUTAM_EYE_IRIS_CILIARY_BODY_PIGMENTED_CILIARY_BODY_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_PIGMENTED_CILIARY_BODY_CELLS	ABCA4	ACACB	ACSS1	ADPGK	AGA	AHSA2P	AKT1	APBB3	ASB13	ATF7IP2	ATP5MJ	ATP5PD	ATP6V1A	BCAT2	BSG	C1orf21	CAPN7	CCBE1	CDH6	CDK5RAP3	CES4A	CGGBP1	CHD4	CKB	CLTC	CNTNAP3	COL4A3	COLGALT2	COMMD3	COX6C	CRELD1	CSTF3	CTSK	CYP4V2	DAPK2	DHPS	DMKN	DNAJC3-DT	DPP7	DSP-AS1	DUT	ECHDC2	EPB41L1	EPB41L3	EYA2	FAM13A	FGF13	FLNA	FNBP4	FNIP1	FSTL1	GOLGA8A	GPHN	GRSF1	HIF3A	HOOK1	IQCA1	ISLR	ITFG1	ITGAV	KHDC4	KIAA1217	KLHL3	KTN1	LENG8	LINC00115	LINC01023	LONRF2	LRRFIP2	LSR	MARS1	MFAP3L	MIR145	MRPS28	MSI2	MT-ATP8	MT-CYB	MT-ND1	MUC20	MYL6	NBPF10	NDUFA1	NDUFA2	NDUFB1	NDUFS8	NECAB2	NSD2	NUMA1	OTX2	P3H2	PCDH7	PDE4DIP	PDHA1	PDLIM3	PFKP	PLA2G15	PLTP	PNISR	PPFIBP2	PPM1K	PRPSAP1	PTPRG	QTRT1	RBM24	REV1	RGS11	RIDA	RUFY3	SAMD4A	SCARB1	SKIC3	SLC23A2	SNX13	SOX12	SPARCL1	TECR	TIA1	TMEM38A	TNFAIP8	TNS3	TOB1	TRIM33	TSPAN9	TTC14	VCL	WDFY1	ZC3H11A	ZNF91	ZSCAN16-AS1
GAUTAM_EYE_IRIS_CILIARY_BODY_PUTATIVE_STEM_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_PUTATIVE_STEM_CELLS	ABHD14A	ABHD6	ABI2	ABR	ACAP2	ACBD5	ACSS1	ACTN1	ACYP2	ADAMTS9-AS1	AEBP1	AHSA2P	ALDH4A1	ALKBH7	AMER2	AMFR	ANAPC11	ANGPTL4	ANTXR1	APCDD1L	APEX1	ARL4A	ARPC5L	ATN1	ATP1A3	ATP5F1E	ATP5IF1	ATP5PD	ATP6V0E2	ATP6V1F	ATP6V1H	B3GAT3	BANF1	BCAP31	BLCAP	BSPRY	BTF3L4	C1orf122	C1orf21	C5orf24	CADM1	CAMSAP2	CCDC107	CCNL2	CD151	CD320	CDC42EP3	CDH6	CDR2	CHI3L1	CHPT1	CIB1	CNIH1	CNTNAP3B	CORO1C	COX16	CPEB4	CPNE5	CPXM2	CRYZ	CTNNAL1	CUTA	CXADR	CXXC4	DCBLD2	DENND2B	DGCR6L	DGKG	DIO3	DLGAP1-AS2	DNAJB11	DNAJB9	DTNA	DUSP6	DVL3	DYNC1I1	DYNLL1	DYNLRB1	EBAG9	ECRG4	EGOT	EIF2B5	ELOB	EPCAM	ERP29	ETFB	FAM120A	FAR1	FBXO44	FCGRT	FOCAD	FZD4	GAPDH	GRAMD1B	GUCY1A2	HADHB	HAGH	HDLBP	HERPUD1	HMOX1	HSPA9	HYOU1	IFT80	INPPL1	IRF2BPL	ITPR1	ITPRID2	JTB	KCTD6	KIF1A	LAPTM4B	LARP1	LGALS3BP	LGALS9	LGMN	LHFPL6	LHX9	LINC01085	LRRC42	LRRFIP1	LRRN2	LSR	MALAT1	MAN2A2	MANBAL	MAP2K3	MARS1	MBNL2	MCAM	MED19	MEGF9	MGST2	MGST3	MICOS13	MPHOSPH8	MRPL20	MRPL33	MYH9	MYL6	NAA38	NAV2-AS4	NBEA	NCKAP1	NCS1	NDFIP1	NDUFA8	NDUFAB1	NDUFB5	NDUFS6	NDUFS7	NEDD8	NENF	NFIA	NFIB	NPC1	NQO1	NUCB1	NUDT14	NUDT4	OSBPL6	OST4	OTX1	P2RY6	PABPC4	PBX3	PBXIP1	PDCD7	PDE4DIP	PDIA6	PDLIM5	PDXDC1	PEBP1	PEMT	PHF10	PIK3R3	PINK1	PITPNM2	PKP4	PLCB4	PLOD2	PLPP5	PLXNA2	PLXNB1	PLXNB2	PM20D2	PMVK	PNPLA6	PPIA	PPP1R21	PPP1R7	PPP2R5C	PRDX3	PRDX6	PRMT9	PTMS	PTPA	PTPRD	QSOX1	QTRT1	RAB27A	RAB6B	RAMP1	RASSF8-AS1	RAX	RBM47	REEP5	RHBDD2	RHEB	RHOC	RIDA	RIN2	RNF130	RNF207	ROMO1	RPA1	RRAGD	RSBN1L	S100B	SARAF	SEL1L	SELENOS	SEMA3A	SEMA6D	SERF2	SERINC1	SERPINF2	SGMS2	SH3KBP1	SIPA1L1	SLC20A2	SLC25A39	SLC25A6	SLC38A2	SLC46A3	SLC5A6	SLCO4A1	SLIRP	SMARCA2	SMCO4	SNCAIP	SNORA50C	SNRNP70	SNRPG	SPAG7	SPCS3	SRSF1	STON1	STT3B	STX3	SYMPK	SYNGR1	SYNGR2	SYNPO	SYVN1	TBC1D1	TEX2	TGFB3	TIMM10	TIMM17A	TLCD4	TLN2	TM4SF18	TM9SF2	TMEM147	TMEM14B	TMEM164	TMEM184B	TMEM245	TMEM248	TMEM47	TMEM50B	TMEM98	TNFRSF19	TPBG	TPP1	TRAPPC1	TRIM9	TRIO	TSPAN3	UAP1	UBB	UBR4	UQCRB	USP2	VCL	VSTM2L	WNK2	WWTR1	ZBED5-AS1	ZMPSTE24	ZMYND8	ZNF91
GAUTAM_EYE_IRIS_CILIARY_BODY_RIBOSOMAL_GENES_HIGH_FIBROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_RIBOSOMAL_GENES_HIGH_FIBROBLASTS	ACYP1	CETN2	CMTM8	DIO2	DRAM2	ETNPPL	GAPDH	PFDN4	SELENOF	SELENOP	SERF2	SNRPD1	TNNC1	WIF1
GAUTAM_EYE_IRIS_CILIARY_BODY_SCHWANN_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_SCHWANN_CELLS	ADGRB3	ADGRG6	AJAP1	ANKZF1	APOL6	ARHGEF6	ATP6V0E2	CAT	CCDC12	CCP110	CD58	CDC42EP5	CFL2	CGRRF1	CHORDC1	CHRM3	CLMN	COL5A3	COMMD3	CREB1	CRK	DCTN2	EPN2	FNIP2	FPGT	FRMD3	FRY	G2E3	GAB1	GOLT1B	GPR146	HCFC2	HLA-C	HYCC1	IFNAR2	IRF4	ITPR3	IZUMO4	JOSD2	KAT2B	KLF15	LBR	LIPA	LIPT1	LYSMD2	MAP2	MAP2K7	MAP3K11	MMP17	MOB2	MPG	N4BP2L2	NCBP3	NIBAN2	NRDE2	NSD1	NTM	OPN3	PCDH20	PHYHD1	PLEKHA4	PNISR	POMT1	PPP1R12C	PPP2R2B	PPP3CC	RAB40B	RANBP17	RBMXL1	RIN2	RLBP1	RNASEH2C	ROBO3	RRAD	RTKN	SFSWAP	SNX4	STRN3	SYT11	TAFA5	TCEAL1	TOM1L2	TRMT13	UBE2D1	VSIR	WASL	WDFY1	WDR47	WWP1	ZC2HC1A	ZNF532
GAUTAM_EYE_IRIS_CILIARY_BODY_SMOOTH_MUSCLE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_SMOOTH_MUSCLE_CELLS	ABCG1	ABR	ACAT1	ACOT11	ACTG2	ADAM22	ADCY5	ADCYAP1	AFF3	AGL	AK4	AKAP9	ANKMY2	ANXA6	AOC3	AP1S2	AP2M1	ARHGAP1	ARMC1	ARPC1A	ARPC5L	ATF7	ATP1A2	ATP2A3	ATP5F1C	ATP5MC1	ATP5MC2	ATP5PO	AURKAIP1	AZIN1	B4GALT6	BAG3	BANF1	BOLA3	BORCS8	BPNT2	BSG	BTBD7	C4orf3	C6orf47	CAMK2G	CCDC107	CCDC124	CCDC85B	CCN1	CCN2	CDC42	CDS2	CETN2	CISD1	CISD2	CKMT2	COA3	COL18A1	COL24A1	COPS5	COPS9	COQ3	COX4I1	CRY2	CSGALNACT2	CSNK1A1	CYCS	DDA1	DDIT4L	DESI2	DHX35	DNAJA4	DNAJC10	DNAJC15	DNTTIP2	DOK6	DUSP8	EDIL3	EGLN2	EI24	EIF3K	EIF4G1	EIF4G2	EMC4	EP400	ERGIC2	EZH1	FAM234A	FGFR2	FILIP1	FIS1	FNDC5	FRY	GAMT	GBA2	GLYR1	H3-3A	HAGH	HINT1	HIPK1	HMGN3	HSPA6	HSPG2	IFIT2	ILRUN	IMPA1	IRS2	JMY	KANK2	KARS1	KCNMB1	KIF5B	KLF2	KLHDC10	KLHL41	LAMC1	LDHB	LMO1	LRRC17	LRRC39	LRRC8A	LTBP1	MAFK	MANBAL	MAPK6	MAPKAPK5-AS1	MDH2	MFSD6	MMP24OS	MPC1	MROH8	MRPL13	MRPL20	MRPL22	MRPL3	MRPL35	MRPL41	MRPL55	MRPS11	MSRB1	MT-ATP8	MT-ND2	MT-ND3	MT-ND4L	MT-ND5	MTX2	MXI1	MYOM1	NACC2	NCS1	NDUFA11	NDUFA12	NDUFC1	NDUFS5	NDUFS6	NFE2L1	NICOL1	NIPSNAP2	NNT-AS1	NSMCE3	NXN	OAZ1	OXCT1	PACSIN2	PCDH18	PCDH19	PCM1	PCYT1A	PDE3A	PDE8B	PDIA6	PDLIM5	PGM2L1	PHB1	PHPT1	PIM1	PIM3	PIN1	PITX1	PKDCC	PLOD2	PMVK	PNKD	POLR2J	PPHLN1	PPP1R3C	PPP2CB	PPP2R5A	PPTC7	PRDX3	PSMA4	PSMA7	PSMB5	PSMD1	PSMD8	PSMD9	PTP4A1	PYGM	RAB3A	RASD2	RBMX2	RBPMS2	RCOR1	REEP3	REXO2	RFTN1	RGS16	RHEB	RNASEH2C	RNF139	RNF185	ROCK2	RPL27	RPP25L	RPSA2	RSU1	RUSC2	SAE1	SAP18	SAP30BP	SDHD	SEC61G	SEC63	SEL1L	SELENOK	SEPTIN2	SERF2	SGCG	SLAIN2	SLC1A5	SLC25A3	SLC26A4-AS1	SLC38A1	SNTB2	SORT1	SSPN	ST6GALNAC5	STK38L	SUMO3	SYPL1	TCEAL3	TCTA	TIMM13	TLE5	TLN1	TMC5	TMED8	TMEM14B	TMEM179B	TMEM35A	TRIM69	TRPM7	TUBB	TUFM	TXNL4A	TYW3	UBE2D4	UBL5	UQCRC1	UQCRFS1	UROS	USP10	USP2	UXS1	VASP	VCL	VPS29	ZCRB1	ZNG1A	ZNHIT1	ZSCAN16-AS1	ZYX
GAUTAM_EYE_IRIS_CILIARY_BODY_WIF1_HIGH_FIBROBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTAM_EYE_IRIS_CILIARY_BODY_WIF1_HIGH_FIBROBLASTS	ADAMTSL3	ADD3	ADIRF	AKR1C3	ANG	ARID5B	ARRDC3	BTG3	BZW1	C1RL	CALD1	CCDC71L	CDH11	CDKN1A	CHEK2	CHI3L2	CMBL	CMTM8	CPPED1	CSGALNACT2	CSRP1	CTSC	CTTNBP2	CYP1B1	DIO3OS	DPYSL3	ECRG4	EEF1D	EEF2	EID1	EIF1	ELOVL5	EMX2	FCGRT	FHL1	FHL2	FLYWCH2	FMOD	FOS	FOSB	GBP2	GLCE	GMDS	GNB2	GPR37	H1-0	HIC1	HNRNPA1L2	IFI44L	ITM2B	KCNAB1	KLF9	LAMC3	LARP6	LDHA	LSAMP	LUM	MLLT11	MT1E	MT1M	MT1X	NDN	NECAB1	NHERF2	NPM1	NR2F1	PAPPA	PLPP3	PRRX1	PTP4A2	RACK1	RAMP2-AS1	RASD1	RGL3	RPL13	RPL13A	RPL15	RPL17	RPL21	RPL24	RPL26	RPL34	RPL41	RPL5	RPL6	RPL7	RPL8	RPS14	RPS18	RPS23	RPS3	RPS4X	RPS5	RPS8	RPS9	RPSA2	RSL1D1	RSPO2	SCARA5	SEPTIN4	SNHG8	SNORD3A	SOD3	SSR2	STOM	SUMO2	TBC1D4	TGFBI	TGIF1	TLE5	TMBIM1	TMEM176A	TMEM176B	TMEM45A	TMSB4X	TNFRSF1A	TPM4	TRIB3	TSC22D3	TUBB4B	WBP1L	ZNF385A	ZNF703
HAY_BONE_MARROW_CD34_POS_CLP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_CLP	ADA	AGPS	CD200	CYGB	ENAM	LAIR1	MFAP4	PCAT14	TRBVB	UMODL1
HAY_BONE_MARROW_CD34_POS_EO_B_MAST	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_EO_B_MAST	ADCYAP1	CDK15	CLC	CLEC4OP	DTWD2	EPX	EXD3	HDC	HPGD	HPGDS	LINC00323	LMO4	MS4A2	MS4A3	NOX3	PRG2	SLC45A3	TPSAB1	TPSB2
HAY_BONE_MARROW_CD34_POS_ERP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_ERP	FAM124B	MAP7	MEST	NET1	PCAT18	RYR3	RYR3-DT	SERPINE2	STAT5A	TRIB2
HAY_BONE_MARROW_CD34_POS_ERP_EARLY	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_ERP_EARLY	AMHR2	ATF7IP2	CCNG1	EMID1	GIHCG	PDZD8	PHTF1	PKIG	SLC40A1	STXBP6	ZNF385D
HAY_BONE_MARROW_CD34_POS_GRAN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_GRAN	AZU1	C1QTNF4	CALR	CEACAM6	CLEC11A	CPA3	CTSG	ELANE	ERLIN1	GPR12	HGF	HSPB1	MIF	MPO	NPW	P4HB	PLPPR3	PRSS57	PRTN3	RNASE3	SH3D21	SNHG19	SNORC	STAR	SUCNR1	TMEM258	VAT1
HAY_BONE_MARROW_CD34_POS_HSC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_HSC	ADGRG6	ARMCX1	ATP1B1	ATP2C1	AVP	AVPR1B-DT	BAALC	BAALC-AS2	BEX1	BEX2	BEX4	BMAL2-AS1	BSPRY	BST2	BTF3	C3orf80	C9orf43	CALN1	CASC15	CBX2	CCDC171	CCDC175	CCDC42	CCNB1IP1	CD164	CD34	CDH7	CHRM3	CLEC9A	CRHBP	CRYGD	CTSF	CYTL1	CYYR1	DLK1	DPPA4	DSG2	DYNLT5	EBPL	EEF2	EGFL7	EHD2	EIF3D	EIF3L	ELMO1	EMCN	ENSG00000229425	EPB41L4A-AS1	EPCAM-DT	FAM133A	FAM30A	FBXW9	FGD5	GCSAML	GNAI1	GSTM5	GUCY1A1	H2AC25	HINT1	HLF	HMGA2	HOXA10	HOXA10-AS	HOXA3	HOXA6	HOXA7	HOXA9	HOXB-AS3	HOXB3	HOXB5	HOXB6	HTR1F	IL12A-AS1	IL18	IQSEC3-AS2	ITGA9	ITGB8-AS1	KRT18	KRT8	LAPTM4B	LINC01122	LINC02573	LINC02983	LINC03073	MECOM	MFAP2	MIR1915HG	MSRB3	MYCNOS	MYCT1	NACA	NAP1L3	NKAIN2	NKX2-3	NPDC1	NPM2	NPR3	NRIP1	NYNRIN	PCBD1	PCDH17	PLOD2	PRDM16-DT	PRKG2	PROM1	RACK1	RASSF9	RBPMS	ROBO4	RPL15	RPL26	RPS24	RPS9	RSL1D1	SAMD13	SLC1A6	SLC8A3	SNX10-AS1	SPOCK3	SULT1C4	SYPL1	TAF1D	TAOK3	TCEAL2	TCEAL4	TLCD5	TMEM163	UBR5-DT	UCHL1	WASIR2	ZBTB8A	ZFAS1	ZNF521
HAY_BONE_MARROW_CD34_POS_LMPP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_LMPP	ACY3	CRMA	NEGR1	NPTX2	NREP	PRSS2	SDK2	TRH
HAY_BONE_MARROW_CD34_POS_LYMPHOID_UNK	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_LYMPHOID_UNK	BCAT1	CAPSL	FABP5	GLDC	KCNK9	LDHA	VAT1L
HAY_BONE_MARROW_CD34_POS_MEP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_MEP	ABCC4	CPB1	DEPTOR	FREM1	HACD1	HYAL3	SPINK4	SVOPL
HAY_BONE_MARROW_CD34_POS_MKP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_MKP	ACTN1	ADCY6	ADRA2A	ANXA3	CDH6	COL2A1	DAD1	DKK1	DTD1	EFHC2	EFNB2	ENSG00000233968	EXOC3L4	GATA2	GJA4	GLOD5	GSTT2B	GUCY1B1	HTR2A	IGSF10	ITGA2	ITGA2B	ITPKA	KALRN	KAZN	KLHL13	LTBP1	LTC4S	MED12L	MGLL	MLEC	MMRN1	MYH7	NAA38	OLFM3	PBX1	PDIA5	PIEZO2	PLEK	PPIF	PRKG1	PRTFDC1	PTGER3	RAB38	RAB3C	RAC3	RBPMS2	RYR2	SLC18A2	SLC37A1	SMAD3-DT	SPX	ST6GAL2	STAC	STUM	TCEAL9	TEAD4	TGFB1I1	TPI1	TPM1	TRPC6	TTC27	VWF	WFDC1
HAY_BONE_MARROW_CD34_POS_MULTILIN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_MULTILIN	AIF1L	ARMH1	BZW2	CDH2	CDK6	CDK6-AS1	CLDN10	CLGN	CPXM1	DNAJC12	ENO1	FAM216A	FLT3	ISYNA1	LKAAEAR1	NUCB2	SMIM24	SPINK2	TCEAL5	TM7SF3
HAY_BONE_MARROW_CD34_POS_PRE_B	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_PRE_B	ABHD15	ACSM3	ADAM23	AEBP1	AFF3	AMBP	APBB2	BACH2	BAZ2A	BCL7A	BEST3	BMP3	BTBD3	BTK	C16orf74	C7orf50	CCDC112	CCDC191	CCDC69	CD38	CD79B	CDC25B	CDC40	CDHR3	CECR2	CEMIP	CFAP251	CFAP73	CSNK1E	DDX54	DNMT3B	DTX1	DYM-AS1	EFHC1	EIF3F	ENSG00000258572	ENTPD8	ERP29	FAM3B	FMO1	FOXD3-AS1	GSDME	H1-2	H2BC8	HIP1	HRK	IRF4	KANK2	KIF12	KIN	KLHL14	LAMA5	LDLRAD4	LIMD2	LINC01215	LINC02227	LINC03066	LOC124904478	MIR181A1HG	MPZL1	MRO	MYO1C	NEIL1	NIBAN3	NOXA1	NSMCE1	NSUN7	PAX5	PCDH9	PLEKHA2	PLG	PPP1R14A	RAPGEF5	RASAL1	RB1	RCSD1	REPIN1	RIMS3	ROR1	RUBCNL	SBSPON	SHOX2	SNHG7	SOX4	STARD4-AS1	STIM2	SYF2	SYK	TAX1BP3	TBC1D1	TCL1A	TCL1B	TM7SF2	TMEM131L	TMEM243	TMEM38A	TRABD	TRAM1	UBXN1	WASF1
HAY_BONE_MARROW_CD34_POS_PRE_PC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD34_POS_PRE_PC	ABCG2	ABHD17B	ADPRM	AHDC1	AKAP12	ALPG	ANKRD10	AQP5	AQP5-AS1	ARPP21	ATP1B3	BCR	BLNK	CCDC81	CD9	CHD9	CKMT2	CLEC14A	CMTM7	COBL	COX7A2L	DBN1	DNMT3L-AS1	DNTT	DOK4	DUSP26	EBF1	EIPR1	ELK3	ERG	ERGIC1	ERO1B	FAM215B	FAM241A	FHIT	FXYD2	GAB1	GABPB1	GABPB1-AS1	GBP4	GPR176	GPSM1	HHIP	HHIP-AS1	HMHB1	HPS4	JUP	LAPTM5	LCN6	LHPP	LINC00114	LINC00305	LINC00426	LINC01013	LINC01507	LINC02202	LINC02982	LRFN2	LUC7L3	LY6H	MAGED1	MAP1LC3B	MDM2	MDM4	MLXIP	MME	MPPED2	MT1X	MTF2	MYO5C	NAV1	NFIA-AS2	NKX6-3	NPY	NUDT11	P4HA2	PLIN3	POLA2	PPFIBP1	PPP2R2C	PPP3CC	PRCD	PXDN	QRSL1	RAG1	RAG2	RFX5-AS1	RHPN1	RIMKLB	RNF43	RPS4Y2	S100A1	S1PR4	SARDH	SCHIP1	SEC63	SELENOF	SEMA6A	SERPINI1	SH2D4B	SH3TC1	SIAH2	SLC35E3	SLC8A1-AS1	SMAD1	SMIM3	SNX2	SOCS2	SPANXB1	STAG3	SYNE3	TAF7	TMEM217	TOP2B	TP53INP1	TSPAN14	VPREB1	VPREB3	XPNPEP2	XXYLT1-AS2	ZCCHC7	ZNF22	ZNF22-AS1	ZNF608
HAY_BONE_MARROW_CD8_T_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_CD8_T_CELL	A2M-AS1	ARAP2	ATG2A	ATP8A1	CAPN2	CCL5	CCNH	CD8A	CD8B	CD99	CHI3L2	CLEC2B	CRTAM	CXCR4	CXCR6	DUSP2	ENC1	F2R	FYN	GBP5	GUK1	GZMH	GZMK	HERPUD2	HLA-B	IFNG	IL32	ITGB1	JAKMIP1	JMJD6	KIF19	KIF21A	KLRG1	LAG3	LINC00987	LINC01871	LINC02937	LINC03057	LYAR	MFSD10	MIAT	MSC	MT1F	NR4A2	PARP8	PATL2	PPDPF	PPP2R5C	PRDM1	PTPN22	PTPN7	PTPRC	RASAL3	RGS1	RNF19A	SH2D1A	SLA	SLAMF6	SON	SRSF7	STK17A	SYNE2	TENT5C	TIGIT	TMA7	TNFRSF9	TNIP3	TPRG1	TRG-AS1	TRGC2	TTC16	UBC	ZNF683
HAY_BONE_MARROW_DENDRITIC_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_DENDRITIC_CELL	ABCA15P	ALCAM	ALDH2	ALOX5AP	ANKRD65	AP3S1	APP	ARID3A	ASIP	ATG101	B4GALT1	BCL11A	BRK1	C12orf75	C1orf54	CACNA2D3	CADM4	CBFA2T3	CBX6	CCDC183	CCDC50	CCDC88A	CD1C	CD1E	CD2AP	CD74	CFAP119	CIB2	CIITA	CLEC10A	CLEC4C	CLIC2	CLN8	COL26A1	COMT	CRIP3	CRYM	CSF2RA	CSF2RB	CST3	CUEDC1	CUX2	CXCR3	CYP46A1	DNAJC4	DNASE1L3	DUSP5	EGLN3	EIF2AK4	ENHO	ENSG00000248991	EPHA2	EPHB1	ERCC1	FAM221B	FCER1A	FUT7	GAPT	GNA15	GPR183	GRIP1	HLA-DMA	HLA-DMB	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQA2	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB5	IDH3A	IL1R2	IL3RA	IRF7	IRF8	ITM2C	JAML	KCNA5	KCNK10	KCNK17	KCNK6	KIRREL3	KRT5	LAMP5	LCT-AS1	LGMN	LILRA4	LILRB4	LINC00865	LINC00996	LINC01374	LINC01724	LINC02132	LINC02812	LRRC26	LRRC36	LSP1	MAP1A	MAPKAPK2	MIF4GD	MILR1	MRC1	MYBL2	NDRG2	NEK8	NLRP7	NOPCHAP1	NOTCH4	NUDT17	OFD1	OPN3	OSTC	P2RY14	P2RY6	PACSIN1	PALD1	PAPLN-AS1	PARK7	PARVG	PFKFB2	PHACTR1	PHEX	PKIB	PLAC8	PLD4	PLP2	PLVAP	PLXNA4	PON2	PPIB	PPM1J	PPP1R14B	PPP1R14B-AS1	PROC	PRXL2A	PTMS	PTPRS	RHEX	RNASE6	RPS6KA4	RRBP1	RUBCN	RUNX2	SCAMP4	SCAMP5	SCN9A	SCT	SEC61B	SEC61G	SEMA7A	SERPINF1	SERPINF2	SFT2D2	SH3BP4	SHD	SIDT1	SLC12A3	SLC15A4	SLC20A1	SLC35F3	SLC4A3	SLC7A11	SLC7A5	SLC9A7	SMIM6	SMPD3	SNX3	SPCS1	SPINT2	SPNS3	SSR1	ST14	ST3GAL4	SUSD1	TCF4	TGFBI	TM9SF2	TMED10	TMEM109	TMEM210	TMEM8B	TNFRSF21	TNNI2	TPM2	TRAF4	TSPAN13	TTC39A	TXN	UBE2E2	UGCG	UNC93B1	UPK3A	VASH2	VEGFB	WDFY4	ZFAT
HAY_BONE_MARROW_EARLY_ERYTHROBLAST	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_EARLY_ERYTHROBLAST	ABO	AHCY	AIG1	AK2	APOC1	ATP5MK	C1QBP	CASP3	CASP6	CCDC26	CDH1	CENPV	CHCHD2	CLNS1A	CMSS1	CNRIP1	COL6A5	COQ8A	CXADR	CYP2E1	DCTPP1	DES	DHRS11	DMAC1	DNAH14	DNPH1	ECHS1	EIF1AX	EXTL2	FAM136A	FAM89A	FBL	FSCN1	GAL	GATA2-AS1	GCSH	GGCT	GNL3	GRTP1	GSTM3	GTF3A	HDAC7	HNRNPC	INTS13	KCNK5	KIT	MDH2	MGST2	MICOS10	MORF4L2	MRPL52	MRPS23	MRPS25	MRPS26	MUC1	MYB	MYC	NDUFAF2	NDUFC2	NHP2	NME1	NMI	NMU	NPM1	NPM3	OLA1	PABPC4	PEBP1	PGAP4	PHF6	PLTP	PMP22	PNMT	PNPO	PPA1	PRMT1	PVT1	RPL23	RPL37A	RPP40	RRP9	SDHAF3	SELENOH	SLC12A6	SLC27A2	SLC39A4	SORD	SRM	TFAM	TMEM97	TRIP6	TUFM	UNG	UQCRH	WDR43
HAY_BONE_MARROW_EOSINOPHIL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_EOSINOPHIL	ALYREF	ANKRD13D	ASRGL1	ATP8B4	BLOC1S1	CEBPA	COX8A	DBI	GNB1	H1-10	H1-4	H2AJ	HNRNPD	HSPA5	IL1RAP	IQGAP3	KBTBD11	KIAA0930	KIF22	LGALS1	LYZ	MBD3	MRPL23	MRPL33	MS4A4A	MT-ATP6	MT-CO2	MT-CO3	MT-CYB	MT-ND1	MT-ND4	MT-ND4L	MT-ND5	MZT2B	NDUFA3	NDUFB11	NDUFS6	NT5DC2	P2RY2	PHPT1	PRLR	RAB32	RECK	RETN	RFLNB	RNASE2	RNASE2CP	RPLP1	RPN1	SERPINB10	SERPINB8	SLC44A1	SNHG25	SUB1	TMBIM6	TMEM160	TMX4	TPM3	WDFY2
HAY_BONE_MARROW_ERYTHROBLAST	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_ERYTHROBLAST	A4GALT	AAAS	AARS1	AASDHPPT	ABCB10	ABCC5	ABCE1	ABCF2	ACAA2	ACAD9	ACADS	ACADVL	ACAT1	ACHE	ACKR1	ACOT13	ACSBG1	ACSS1	ACTL6A	ADAMTS3	ADD2	ADISSP	ADSL	AFG3L2	AGFG2	AGPAT5	AHSA1	AHSP	AIDA	AIFM1	AIMP2	AK1	AK6	AK7	AKR1C1	AKR1C3	ALAD	ALAS2	ALDH18A1	ALDH1A1	ALDH1B1	ALDH4A1	AMD1	AMMECR1	AMT	ANAPC11	ANAPC7	ANK1	ANKH	ANKLE1	ANKRD9	ANLN	ANP32B	AP2A1	AP2B1	AP2M1	APEH	APEX1	APEX2	APOBEC3B	APOL4	AQP1	ARHGAP11A	ARHGAP23	ARHGEF12	ARHGEF39	ARL2	ARL6IP6	ARL9	ARMC1	ARMC8	ARPC1A	ART4	ARV1	ARVCF	ASF1A	ASH2L	ATAD3A	ATAD5	ATG3	ATIC	ATP1B2	ATP23	ATP5F1A	ATP5F1B	ATP5IF1	ATP5MC1	ATP5MC3	ATP5MF	ATP5PB	ATP5PF	ATP6V1C1	ATP7B	ATPAF1	AUNIP	AURKA	AURKAIP1	B3GALNT1	B9D1	BABAM1	BAG1	BAG2	BANF1	BAZ1A	BCAM	BCAP29	BCCIP	BCL2L12	BCS1L	BLVRA	BLVRB	BOLA3	BOLA3-DT	BOP1	BRCA1	BRCA2	BRIX1	BSG	BSG-AS1	BUB1	BUB1B	BYSL	C16orf95	C17orf58	C17orf99	C19orf48P	C1D	C1orf198	C6orf89	C8orf88	C9orf40	CA1	CA2	CA3	CA8	CACYBP	CALM3	CAPRIN1	CAPRIN2	CARM1	CAST	CAT	CBR1	CBX3	CBY1	CCDC124	CCDC138	CCDC14	CCDC15	CCDC169	CCDC28B	CCDC34	CCDC47	CCDC86	CCNA2	CCNB1	CCNB2	CCNE1	CCT2	CCT3	CCT4	CCT5	CCT6A	CCT7	CCT8	CD36	CD58	CD59	CD82	CDC16	CDC20	CDC25A	CDC27	CDC42BPA	CDC45	CDC6	CDC7	CDCA2	CDCA3	CDCA4	CDK1	CDK2	CDK4	CDKN3	CDT1	CENPE	CENPH	CENPK	CENPL	CENPP	CENPS	CENPU	CENPW	CENPX	CEP152	CEP57L1	CETN3	CFAP298	CHAC2	CHAF1A	CHCHD1	CHCHD3	CHEK1	CHEK2	CHID1	CHPT1	CISD2	CIT	CKAP2	CKAP5	CKS2	CLCN4	CLN6	CLPB	CLTA	CLTC	CMAS	CMBL	CNKSR3	CNP	COA1	COA4	COA7	COASY	COL18A1	COMMD1	COMMD3	COMMD4	COPB2	COPS3	COPS5	COQ3	COQ9	COX5A	CPOX	CPSF3	CPSF4	CR1L	CRACD	CRISP2	CRLS1	CSE1L	CSNK2A1	CSTF2	CTNNAL1	CTSE	CYB5A	CYC1	CYCS	CYTOR	DAAM1	DCAF11	DCAF6	DCUN1D5	DDB1	DDI2	DDT	DDX1	DDX11	DECR1	DECR2	DEPDC1	DEPDC1B	DEXI	DGUOK-AS1	DHFR	DHODH	DHRS13	DHX15	DIAPH3	DIMT1	DKC1	DLD	DLEU1	DLGAP5	DMC1	DMTN	DNAJA1	DNAJA4	DNAJC11	DNAJC15	DNAJC19	DNAJC6	DNAJC8	DNAJC9	DNMT1	DOLPP1	DPCD	DPF3	DPH2	DPH6	DPM1	DPM2	DPY30	DRG1	DSCC1	DSN1	DTL	DTYMK	DUSP21	DUT	DYNC1LI1	DYNC2I2	DYNLL1	DYRK3	E2F4	EBNA1BP2	ECH1	ECI2	ECT2	EEF1E1	EI24	EIF1AY	EIF1B	EIF2AK1	EIF2B3	EIF2S1	EIF2S2	EIF3A	EIF3I	EIF3J	EIF4E	EIF4EBP1	EIF4G1	EIF4H	EIF5A	EIF5B	ELAVL1	ELOC	ELOVL1	ELOVL6	EMC4	EME1	ENG	ENOSF1	ENSG00000189316	ENSG00000260592	ENY2	EPB42	EPCAM	EPDR1	EPHB4	EPOR	EPRS1	EPS15-AS1	ERCC6L	ERFE	ERH	ERI1	ERI2	ERI3	ERMAP	ESCO2	ESD	ESPN	ETFA	ETFB	EXO1	EXOSC2	EXOSC3	EXOSC7	EXOSC8	EXOSC9	FADS2	FAH	FAHD1	FAM110D	FAM114A2	FAM13A	FAM178B	FAM210B	FAM72C	FAM72D	FAM83D	FANCA	FANCD2	FANCI	FARSA	FARSB	FBH1	FBXO7	FDPS	FECH	FEN1	FH	FHDC1	FHL2	FIS1	FKBP3	FKBP4	FKBPL	FN3K	FN3KRP	FOXRED1	FUNDC2	FUT1	FXN	FXYD3	G3BP1	GAD1	GADD45GIP1	GAR1	GARS1	GART	GAS2L3	GATA1	GATB	GBGT1	GCAT	GCLC	GCLM	GEMIN2	GET3	GFI1B	GFOD2	GFUS	GHITM	GINS1	GINS2	GINS3	GLRX	GLRX3	GLRX5	GMNN	GMPS	GNL2	GOT2	GPATCH4	GPN3	GPT	GRB10	GRPEL1	GRWD1	GSPT1	GTF2F1	GTF2F2	GTF3C6	GTPBP4	GUCD1	GYPA	GYPB	GYPC	GYPE	H1-0	H1-3	HACD3	HADH	HADHA	HAGH	HARS1	HAT1	HAUS2	HAUS6	HBA1	HBA2	HBB	HBD	HBG1	HBG2	HBM	HBQ1	HBS1L	HBZ	HCCS	HDAC2	HDAC3	HDDC3	HDGF	HDHD3	HEBP1	HEMGN	HES6	HIGD1A	HIKESHI	HINT2	HK1	HLTF	HMBS	HMGA1	HMGN5	HMMR	HNRNPAB	HNRNPF	HOOK1	HPDL	HPF1	HPRT1	HPS1	HSBP1L1	HSD17B4	HSD3B7	HSDL2	HSF1	HSP90AA1	HSP90AB1	HSPA4	HSPA8	HSPA9	HSPBP1	HSPD1	HSPE1	HSPH1	HTRA2	IARS1	ICA1	ICAM4	ICMT	IDH2	IFI27	IFI27L1	IFRD2	IFT52	IFTAP	IGF2BP2	IK	IL17RE	ILF2	ILF3	IMMT	IMP4	IMPDH2	ING2	ISCA2	ISOC1	ISOC2	JPT2	KATNBL1	KBTBD12	KCNH2	KCNJ12	KCNN4	KEAP1	KEL	KHSRP	KIAA1586	KIF18A	KIF20A	KIF20B	KIF23	KIF26A	KIF2C	KIF4A	KIF9	KLF1	KLHDC3	KLHDC8B	KLHL18	KMT5A	KNSTRN	KPNA3	KREMEN1	KRT13	LAGE3	LARS1	LAS1L	LBR	LCA5	LDB1	LIN9	LINC00570	LINC01133	LINC02772	LMO2	LPCAT3	LRP11	LRPPRC	LRR1	LRRC59	LRRCC1	LRWD1	LSM2	LSM3	LSM4	LSM5	LTV1	LUC7L2	LXN	MACIR	MACROD1	MAGOHB	MALSU1	MAP2K2	MAP2K3	MARVELD2	MBOAT2	MCAT	MCM10	MCM2	MCM3	MCM4	MCM5	MCM6	MCM7	MCUR1	MDN1	MECR	MED25	MED8	MELK	METAP2	METTL1	METTL13	METTL21A	METTL2A	METTL5	MFAP1	MFHAS1	MFSD2B	MGAT3	MGST3	MICALL2	MICU2	MINPP1	MIPEP	MIR4435-2HG	MIS18A	MIX23	MKKS	MKS1	MLLT3	MMAB	MMADHC	MNS1	MORN2	MOSPD1	MPC2	MPDU1	MPP1	MPST	MRM1	MRM2	MRPL1	MRPL11	MRPL12	MRPL13	MRPL14	MRPL15	MRPL16	MRPL17	MRPL18	MRPL19	MRPL2	MRPL20	MRPL21	MRPL22	MRPL27	MRPL28	MRPL3	MRPL34	MRPL35	MRPL36	MRPL37	MRPL39	MRPL4	MRPL42	MRPL45	MRPL46	MRPL47	MRPL49	MRPL50	MRPL51	MRPL57	MRPL58	MRPS10	MRPS11	MRPS15	MRPS16	MRPS17	MRPS18A	MRPS18B	MRPS18C	MRPS2	MRPS22	MRPS28	MRPS31	MRPS34	MRPS36	MRPS7	MRPS9	MRTO4	MSH2	MSH6	MTCH2	MTERF2	MTERF3	MTFR1	MTFR2	MTHFD1	MTX1	MTX2	MYH10	MYL4	MYT1	N6AMT1	NAA50	NADK2	NAE1	NANP	NAP1L4	NARF	NARS1	NASP	NAT10	NBAS	NCAPD3	NCAPG	NCAPG2	NCAPH	NCEH1	NCL	NCS1	NDUFA10	NDUFA2	NDUFA6	NDUFA8	NDUFA9	NDUFAB1	NDUFAF3	NDUFAF4	NDUFAF8	NDUFB3	NDUFB6	NDUFB9	NDUFC1	NDUFS1	NDUFS3	NDUFS5	NDUFS8	NDUFV1	NDUFV2	NDUFV3	NECTIN1	NEDD4L	NEK1	NEK2	NELFCD	NFIA	NFIX	NFS1	NFYB	NIBAN2	NIF3L1	NIPSNAP3A	NME4	NMNAT3	NOC3L	NOL7	NOLC1	NOP10	NOP14	NOP16	NOP56	NOP58	NPL	NPRL3	NSMCE2	NT5M	NUDC	NUDT1	NUDT4	NUP35	NUP37	NUP62CL	NUP85	NUP93	NUTF2	OAT	OGFOD2	OIP5	ORC1	ORC2	ORC4	ORC6	OSBP2	PA2G4	PAFAH1B3	PAGE2B	PAICS	PAK1IP1	PAQR9	PARPBP	PARVB	PBK	PC	PCCB	PCLAF	PCMT1	PCNA	PDAP1	PDCD2L	PDCD4	PDHA1	PDHB	PES1	PFDN6	PFKM	PGRMC2	PHB1	PHB2	PHETA2	PHF5A	PHOSPHO1	PIGQ	PIGW	PIP5K1B	PIR	PISD	PITHD1	PKLR	PKMYT1	PKP4	PLA2G12A	PLEK2	PLEKHH3	PLEKHJ1	PLK1	PLK4	PLPP4	PLRG1	PLS1	PMM1	PMPCB	PNP	PNPLA4	PNPT1	POC1A	POLA1	POLD1	POLD2	POLD3	POLDIP2	POLE2	POLE3	POLQ	POLR1G	POLR2E	POLR2F	POLR2H	POLR2I	POLR2K	POLR3H	POLR3K	POMGNT2	POMP	POP7	PPA2	PPAT	PPIH	PPIL1	PPIP5K2	PPM1G	PPME1	PPOX	PPP1R8	PPP2R1B	PPT2	PRC1	PRDX2	PRDX3	PRDX6	PRELID2	PRIM1	PRKAB1	PRKAR1B	PRKAR2B	PRKDC	PRMT3	PRMT5	PRMT6	PRPF19	PRPF40A	PRPS1	PRPS2	PRSS23-AS1	PRXL2B	PSMA2	PSMA3	PSMA4	PSMA5	PSMB1	PSMB2	PSMB5	PSMB6	PSMB7	PSMC1	PSMC2	PSMC3	PSMC4	PSMC6	PSMD1	PSMD11	PSMD12	PSMD14	PSMD2	PSMD3	PSMD6	PSMD7	PSMD8	PSMD9	PSMF1	PSMG1	PSMG3	PTBP1	PTCD3	PTGES3	PTH2R	PTK2	PTRH2	PTTG1	PUS7	PXMP4	PYCR1	PYCR3	QTRT1	RAB13	RAB23	RAB3IL1	RAD23A	RAD23B	RAD50	RAD51C	RAD54L	RALBP1	RAN	RANBP1	RANBP10	RARS1	RBBP4	RBFA	RBM17	RBX1	RCC1	RCCD1	RCL1	RDX	REC8	RECQL4	REPS2	REXO2	REXO5	RFC1	RFC2	RFC3	RFC4	RFC5	RFESD	RFK	RFWD3	RFXAP	RHAG	RHCE	RHD	RHOBTB3	RIDA	RIF1	RILP	RIOK1	RIPOR1	RIPOR3	RLIG1	RMDN1	RMDN3	RMND5B	RNASEH2A	RNASEH2C	RNF123	RNF182	RNF187	RNF40	RNF5	ROGDI	RPA1	RPA2	RPA3	RPF2	RPIA	RPL22L1	RPL26L1	RPL3L	RPL7A	RPL8	RPLP0	RPP30	RPS6KL1	RRM1	RRM2	RRP1	RRP15	RRP7A	RTCB	RUVBL1	RUVBL2	S100A3	SAMM50	SAR1B	SASS6	SCCPDH	SCOC	SDHA	SEC14L3	SEC14L4	SEC22C	SELENBP1	SEPTIN11	SERBP1	SF3B6	SFXN4	SGTA	SH3GLB2	SHMT1	SIGMAR1	SKA1	SKIC8	SLBP	SLC10A4	SLC11A2	SLC16A9	SLC1A5	SLC22A16	SLC22A23	SLC22A4	SLC25A10	SLC25A15	SLC25A21	SLC25A3	SLC25A37	SLC25A38	SLC25A39	SLC29A1	SLC2A1	SLC2A4	SLC2A4RG	SLC30A6-DT	SLC30A9	SLC37A4	SLC38A5	SLC39A3	SLC39A8	SLC43A1	SLC43A3	SLC44A4	SLC48A1	SLC4A1	SLC6A8	SLC6A9	SLC7A1	SLC9B2	SLIRP	SLX9	SMARCA5	SMC2	SMC3	SMC6	SMIM1	SMIM10	SMS	SNCA	SNHG10	SNRNP25	SNRNP40	SNRNP70	SNRPA	SNRPA1	SNRPB	SNRPC	SNRPD1	SNRPD3	SNRPE	SNRPF	SNRPG	SNW1	SNX22	SNX8	SOD1	SOX6	SPA17	SPAG5	SPART	SPATA33	SPC24	SPDL1	SPECC1	SPESP1	SPHK1	SPRR2F	SPTA1	SPTB	SPTBN2	SPTLC2	SREBF1	SRI	SRP72	SRPK1	SRSF1	SRSF2	SSB	SSBP1	SSRP1	SSX2IP	ST13	ST6GALNAC1	ST6GALNAC4	STAM	STAU1	STEAP3	STIP1	STK25	STOM	STOML2	STRADB	STRIP2	SUGT1	SUMO3	SUPT16H	SUV39H2	SYNCRIP	SYNGR1	TAC3	TAF9	TAL1	TANGO2	TARS1	TBC1D23	TBC1D7	TBL3	TBPL1	TBRG4	TCEA1	TCERG1	TCP1	TEDC2	TESC	TEX30	TFDP1	TFR2	TFRC	TGM2	TGS1	THEM6	THOC3	THOC6	THOC7	THOP1	TIMM10	TIMM13	TIMM17A	TIMM21	TIMM23	TIMM44	TIMM50	TIMM8A	TIMM8B	TIMMDC1	TK1	TLCD4	TLN2	TMA16	TMEM141	TMEM14A	TMEM14B	TMEM14C	TMEM237	TMEM86B	TMOD1	TMPRSS9	TMX2	TNS1	TNXB	TOMM40	TOP1	TP53BP2	TPGS2	TPRA1	TPRKB	TRAK2	TRAP1	TRIM10	TRIP13	TRMT10C	TRMT112	TRMT5	TROAP	TRUB2	TSFM	TSPAN17	TSPAN5	TSPO2	TSR1	TST	TTC8	TTK	TTLL12	TUBA1C	TUBAL3	TUBB2A	TUBB4B	TUBB6	TUBG1	TXN2	TXNDC9	TXNL1	TXNRD1	TXNRD2	U2SURP	UBAC1	UBE2K	UBE2T	UBTF	UBXN10	UBXN8	UCHL3	UCHL5	UCK2	UMPS	UQCC2	UQCC3	UQCR10	UQCRC1	UQCRFS1	UQCRQ	UROD	UROS	USP14	USP15	USP48	UTP18	VANGL1	VARS1	VBP1	VCF2	VCP	VDAC3	VPS25	VPS29	VPS9D1-AS1	VRK1	VRK2	WAPL	WBP4	WDHD1	WDR12	WDR4	WDR5	WIPF3	WIPI2	WRN	XK	XRCC2	XRCC3	XRCC5	XRCC6	YBX1	YBX3	YEATS4	YIPF6	YPEL4	YWHAE	YWHAG	YWHAH	ZDHHC14	ZDHHC3	ZFYVE21	ZMYND8	ZNF273	ZNF367	ZNF451	ZNF620	ZNF788P	ZNRD2	ZW10	ZWILCH
HAY_BONE_MARROW_FOLLICULAR_B_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_FOLLICULAR_B_CELL	ABCB4	ACP5	ADAM19	ADAM28	AIM2	AK8	AP1S3	ARHGAP24	ARHGAP25	BACE2	BAIAP3	BANK1	BCAS4	BIRC3	BLK	BTLA	BTNL9	CD180	CD19	CD22	CD37	CD40	CD52	CD70	CD79A	CD83	CHD7	CLECL1P	CNFN	CNR2	CNTNAP2	COBLL1	COCH	COL19A1	COL4A3	COL4A4	COL9A3	CPNE5	CXCR5	CXXC5	CYB561A3	CYSLTR1	DOK7	DRAM2	DUSP22	E2F5	EBI3	ENSG00000230709	EZR	FCER2	FCGR2B	FCMR	FCRL1	FCRL2	FCRL3	FCRLA	FXYD1	GGA2	GNB5	GNG3	GNG7	GPM6A	HLA-DOA	HLA-DOB	HVCN1	IFT57	IKZF3	ISCU	KDM4B	KLK1	LARGE1	LARGE2	LCN8	LIMS2	LINC00494	LINC00926	LINC01781	LINC01857	LINC02397	LINC02413	LINC02422	LY9	MACROD2	MARCHF1	MEF2C	METTL8	MS4A1	NCOA3	NFKB2	NFKBID	NXPH4	ORAI2	OSBPL10	OSBPL10-AS1	OSTN-AS1	P2RX5	PEG10	PKHD1L1	PLEKHG1	PLEKHG7	PLPP5	PNISR	PNOC	PPM1K	PRDM2	PTPN1	RAB30	RALGPS2	REL	RHBDF2	RPS11	RRAS2	SEL1L3	SEMA4B	SETBP1	SLC38A11	SMAGP	SMIM14	SP100	SP110	SP140	SPIB	SPON1	STAP1	STX7	SWAP70	SYNPO	TBC1D9	TCOF1	TEX9	TFEB	TLR10	TMEM154	TMEM156	TNFRSF13B	TNFRSF13C	TPD52	TRAF5	VOPP1	ZBTB32	ZDHHC21	ZNF860
HAY_BONE_MARROW_IMMATURE_NEUTROPHIL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_IMMATURE_NEUTROPHIL	ABCA1	AHR	APOBEC3A	ARF6	ARHGAP27	ARL4A	ARRDC3	ARRDC4	ASAH1	ATP2B1	ATP2B1-AS1	ATP6V1F	ATP6V1G1	B3GNT5	BACH1	BCL2A1	BCL2L11	BCL3	BHLHE40	BIRC2	BNIP3L	C15orf39	C15orf48	C9orf72	CARD19	CCL3L3	CCR1	CD300E	CD4	CD86	CDC42	CDKN1A	CEBPB	CEBPD	CEP170	CIMAP1B	CLEC4A	CLEC7A	CPEB4	CPVL	CRIP1	CRTAP	CTNNB1	CTSB	CTSS	CYRIA	DDIT3	DDX3X	DPYSL2	DSE	DUSP6	EMP3	EP300	EPB41L3	EVI2A	EVI2B	FAM91A1	FCGR1A	FCGR1BP	FCGR2A	FCGRT	FOXO3	FTL	FUOM	G0S2	GAB2	GABARAPL1	GLUL	GNA13	GPCPD1	GPX4	GRB2	GRINA	H3-3B	HAPSTR1	HBEGF	HCAR3	HIF1A	HK2	HMOX1	HPSE	HSD17B11	ICAM1	ICOSLG	ID1	IER3	IER5	IER5L	IFI30	IFI6	IFITM10	IFNGR2	IL10RA	IL13RA1	IL1B	IRF2BP2	ITM2B	JARID2	KDM6B	KLF10	KLF11	LACTB	LCP2	LGALS2	LGALS3	LIPA	LUCAT1	MAFB	MAP3K2	MAP3K8	MAPK6	MARCO	METRNL	MGAT1	MIR22HG	MYO9B	NAMPT	NAMPT-AS1	NEAT1	NFKBIA	NINJ1	NLRP3	NOTCH2	NPC2	NUMB	PCBP1	PCBP2	PEA15	PELI1	PFDN5	PFKFB3	PHLDA2	PICALM	PID1	PLEKHB2	PLIN2	PLSCR1	PPT1	PRCP	PRKAG2	PRKAG2-AS1	PTP4A1	PTP4A2	RAB1A	RAB20	RAC1	RAP2B	RBPJ	RELT	RHOA	RHOQ	RIOK3	RIPK2	RIT1	RNF141	RNF145	RNF19B	RTN1	SAT2	SEC11A	SECTM1	SERTAD2	SGK1	SH2B3	SH3BP2	SHTN1	SLC16A6	SLC30A1	SLC43A2	SLC6A6	SLC8A1	SUSD6	THBD	TLE3	TMEM127	TMEM219	TMEM70	TNFAIP2	TRMT1	TXNIP	UBA52	UBE2D3	UBE2R2	UPP1	USP12	USP3	VAMP3	VEGFA	VMP1	ZDHHC1	ZEB2	ZFHX3	ZFP36L1	ZFYVE16	ZNF385A
HAY_BONE_MARROW_MONOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_MONOCYTE	ABI3	ACAA1	ADAP2	ADGRE1	ADGRE2	AIF1	AMPD2	APH1B	ARAP1	ARPC1B	ARPC3	ARPC5	ARRB1	ARRB2	ATOSB	BATF3	BID	C11orf21	C19orf38	C1QA	C1QB	C3AR1	C5AR1	C5AR2	CACUL1	CALHM2	CALHM6	CALM2	CAMK1	CAPZA2	CAPZB	CARD9	CASP5	CCNG2	CD300C	CD300LF	CD68	CDH23	CDKN1C	CEACAM3	CHCHD10	CHST15	CHST7	CKB	CLCF1	CMTM6	COTL1	CPPED1	CSF1R	CSTB	CTSL	CUX1	CXCL16	CYP4F22	CYTIP	DEDD2	DENND10	DOCK5	DPEP2	DRAP1	FAM110A	FCER1G	FCGR3A	FGD2	FGR	FIBCD1	FKBP1A	FMNL1	FMNL2	FTH1	GBP2	GCH1	GNB2	GNG5	GPBAR1	GPR137B	GPR20	GRK2	GRK3	HCK	HES4	HIGD2A	HK3	HOTAIRM1	HSBP1	IFITM3	IMPDH1	INSIG1	ISG15	ITGAX	ITLN1	JPT1	KDM1B	KIAA0513	KLF3	KNDC1	LFNG	LGALS9	LILRA1	LILRA2	LILRA5	LILRB1	LILRB2	LINC00877	LINC01503	LINC02185	LINC02345	LINC02432	LRRC25	LRRFIP1	LST1	LY6E	LYN	LYNX1	LYPD2	MAPKAPK3	MCOLN1	MEG3	MMP24OS	MRAS	MS4A7	MSR1	MTPN	MTSS1	MYD88	MYL6	MYO1G	NAAA	NAGK	NAP1L1	NAPRT	NEURL1	NFKBIZ	NR4A1	NUDT16	OAS1	OAZ2	P2RX1	PAPSS2	PCGF5	PDK4	PDLIM5	PECAM1	PELATON	PGK1	PHTF2	PIK3AP1	PILRA	PKN1	PLXNB2	POU2F2	PPCDC	PPM1F	PPM1N	PPP1R17	PRELID1	PSAP	PSME2	PTGES	PTP4A3	PTPN6	PTPRN2-AS1	RAB10	RABGAP1L	RALB	RARA	RGS19	RHOC	RHOG	RIN3	RNASET2	RNF13	RNF144B	RNF149	RNH1	RRAS	S100A11	SAT1	SCGB3A1	SCIMP	SEC14L1	SELPLG	SERPINA1	SFTPD	SH3BGRL	SIDT2	SIGLEC10	SLC25A6	SLC2A6	SLC31A2	SLC66A3	SLC7A7	SMAP2	SMPDL3A	SNX18	SPI1	SPN	ST3GAL5	SYNGR2	SYT17	TBC1D8	TBXAS1	TCF7L2	TCIRG1	TENT5A	THEMIS2	TIMP1	TMSB4X	TNFRSF1B	TNFRSF8	TNFSF10	TPPP3	TUBA1A	UNC119	UQCRB	UTRN	VAMP5	VASP	VMO1	VSIR	WARS1	WAS	YPEL2	ZG16B	ZMYND15	ZNF703
HAY_BONE_MARROW_NAIVE_T_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_NAIVE_T_CELL	AAK1	ABLIM1	ACAP1	ACSL6	ADD3	ADTRP	AKTIP	ANAPC16	ANK3	ANKRD12	ANKRD44	ANKRD44-AS1	ANO9	ANXA2R	AP3M2	APBA2	APBB1	AQP3	ARHGAP15	ARHGAP45	ARHGEF1	ARID5A	ARID5B	ATM	ATP6V0E2	B3GAT2	BCL11B	BCL2	BEX5	BICDL1	BIN1	BLOC1S4	BTG1	BTG2	C19orf53	C9orf78	CAMK4	CARS1	CCDC57	CCR6	CCR7	CCSER2	CD2	CD27	CD28	CD3D	CD3E	CD3G	CD40LG	CD48	CD5	CD6	CD69	CD96	CDC42SE2	CDKN1B	CFAP36	CHD3	CHMP7	CHRM3-AS2	CLEC2D	CMPK1	CNN2	CNOT6L	COMMD6	CORO1B	COX7C	CPA5	CRBN	CREM	CRIP2	CUTALP	CYLD	CYTH1	DCTN6-DT	DDX24	DGKA	DHCR7-DT	DNAJB1	DPP4	DUSP16	DYNLT3	EEF1A1	EEF1B2	EEF1D	EEIG1	EIF1	EIF3E	EIF3H	EIF4A2	EIF4B	ELF1	EML4	ENSG00000271858	EPHA1-AS1	EPHX2	ETS1	EVL	FAM107B	FAM177A1	FAM241B	FAU	FBLN5	FBLN7	FBXO32	FLT3LG	FNBP1	FOXP1	FXYD5	FXYD7	FYB1	G3BP2	GALM	GALT	GATA3	GCC2	GCNT4	GIMAP1	GIMAP4	GIMAP7	GPR171	GPR82	GPSM3	GRAMD1A	GSTK1	HAPLN3	HECW2-AS1	HELB	HIPK1-AS1	ICAM3	ICOS	IL16	IL23A	IL27RA	IL2RA	IL4R	IL7R	INPP4B	ISG20	ITK	ITM2A	ITPKB	ITPKB-AS1	JUNB	KLF2	KRT1	KRT73-AS1	LACTB2-AS1	LAT	LBH	LCK	LDHB	LDLRAP1	LEF1	LEPROTL1	LINC-PINT	LINC00402	LINC00513	LINC00861	LINC01089	LINC01550	LINC02273	LINC02361	LINC02446	LINC02762	LINC03049	LINS1	LRRN3	LSR	LTB	LYPD3	MAL	MALAT1	MAML2	MCUB	MDS2	MGAT4A	MHENCR	MOAP1	MORC2-AS1	MPHOSPH8	MPZL3	MTERF4	MTFP1	N4BP2L2	NBEAL1	NCMAP-DT	NDFIP1	NEFL	NELL2	NIPAL3	NMRK1	NMT2	NOP53	NOSIP	NSD3	NSG1	NSMCE3	OCIAD2	ODF2L	ORMDL3	OXNAD1	P2RY10	P2RY8	PABPC1	PAG1	PARP11-AS1	PASK	PATJ	PBX4	PBXIP1	PCED1B	PCSK1N	PDE3B	PHF1	PHLDB3	PIK3IP1	PIK3R1	PIM2	PLEKHB1	PLK3	PNRC1	PPP1R2	PRKCA	PRKCH-AS1	PRMT2	PTGER4	RAB33B-AS1	RASA3	RASGRP1	RBL2	RCAN3	REG4	RESF1	RGCC	RGL4	RHBDD2	RHOH	RIC3	RIPOR2	RNF125	RNF157	RORA	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL17	RPL18	RPL18A	RPL19	RPL21	RPL22	RPL23A	RPL24	RPL27	RPL27A	RPL28	RPL29	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL36	RPL36A	RPL36AL	RPL37	RPL38	RPL39	RPL4	RPL41	RPL5	RPL6	RPL7	RPL9	RPLP2	RPS10	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS16	RPS17	RPS18	RPS19	RPS2	RPS20	RPS21	RPS23	RPS25	RPS26	RPS27	RPS27A	RPS28	RPS29	RPS3	RPS3A	RPS4X	RPS5	RPS6	RPS7	RPS8	RPSA	SARAF	SATB1	SBDS	SC5D	SCML4	SEC14L2	SELENOK	SEPTIN1	SEPTIN6	SEPTIN9	SERINC5	SF1	SFI1	SFMBT1	SFXN1	SH2D3A	SH3YL1	SHISAL2A	SIRPG	SIT1	SLC25A45	SLC38A1	SLC9A3-OT1	SLFN5	SMCHD1	SMDT1	SNHG32	SNHG8	SNRPD2	SNRPN	SOCS1	SPOCK2	SRSF8	SSR2	ST3GAL1	STAT3	STK4	STMN3	SUPT3H	SUSD3	SVIP	TBC1D4	TC2N	TCEA3	TCF7	TECR	TESPA1	THEM4	THEMIS	TLE5	TMC6	TMC8	TMEM123	TMEM204	TMEM63A	TNFAIP3	TNFAIP8	TNFRSF25	TNFRSF4	TNIK	TNRC6B	TOB1	TOMM7	TPT1	TRABD2A	TRAC	TRADD	TRAF1	TRAF3IP3	TRAT1	TRBC1	TRBC2	TSC22D3	TSHZ2	TSPYL2	TSTD1	TTC19	TTC39C	TTC39C-AS1	TUT4	U2AF1L4	UBASH3A	USP10	USP36	VAMP2	VSIG1	WNT7A	YPEL5	ZBTB25	ZC3H12D	ZC3HAV1	ZEB1	ZFP36L2	ZNF101	ZNF331
HAY_BONE_MARROW_NEUTROPHIL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_NEUTROPHIL	ABHD5	ABRACL	ACER3	ACSL1	ACSL4	ACSS2	ACTB	ACTR2	ADA2	ADAM15	ADAM9	ADAP1	AGFG1	AGO4	AGTPBP1	AGTRAP	AHNAK	AKIRIN2	ALDH3B1	ALDOA	ALOX5	ANO6	ANPEP	ANXA1	ANXA2	ANXA5	AP1S2	AP2S1	AP5B1	APBB3	APLP2	APOBR	AQP9	ARHGAP26	ARHGEF40	ARL8A	ASGR1	ASGR2	ATOX1	ATP11A	ATP13A3	ATP2A2	ATP5F1D	ATP5F1E	ATP5MC2	ATP5ME	ATP5MG	ATP5MJ	ATP6AP2	ATP6V0B	ATP6V0D1	ATP6V0E1	ATP6V1A	BASP1	BCL6	BNIP2	BRI3	BST1	C1orf162	CACNA2D4	CAPG	CAPNS1	CARD16	CARS2	CASP1	CATSPER1	CCNL1	CCNY	CCPG1	CD14	CD163	CD1D	CD300LB	CD302	CD33	CD44	CD55	CD93	CDA	CDC42EP3	CEACAM4	CES1	CFP	CHMP2A	CHMP4B	CHP1	CHSY1	CKAP4	CKLF	CLEC12A	CLEC4D	CLEC4E	CLEC5A	CMIP	CMTM2	CNPY3	CORO1C	COX4I1	COX6B1	COX7B	CPD	CR1	CREB5	CREG1	CRISPLD2	CSF3R	CSGALNACT2	CSTA	CTSD	CTSH	CTSZ	CXCL8	CYBA	CYBB	CYFIP1	CYP27A1	DAZAP2	DENND5A	DENND6B	DMXL2	DOCK2	DOK3	DPYD	DUSP1	DYSF	EAF1	EEIG2	EHBP1L1	EIF4E3	EIF4EBP2	ELOB	EMB	EMILIN2	ENSG00000233461	ENTPD1	EREG	ETHE1	ETS2	EVI5	F5	FAM120A	FAM200B	FAR1	FBP1	FBXL5	FCN1	FES	FGD4	FGL2	FLNA	FNDC3B	FOLR3	FOS	FOSL2	FPR1	FPR2	FRY	FXYD6	GAA	GABARAP	GAPDH	GAS7	GASK1B	GCA	GLIPR1	GLIPR2	GLT1D1	GM2A	GMFG	GNAI2	GNAQ	GNS	GPAT3	GPR27	GPX1	GRN	GSTP1	HACD4	HEBP2	HEXB	HIPK3	HLX	HNMT	IFI27L2	IFNGR1	IGSF6	IL10RB	IL17RA	IL1RN	INPPL1	IQGAP1	IRAK3	IRS2	ITGAM	IVNS1ABP	JDP2	JOSD2	JUND	KCNE3	KCTD12	KIF13A	KLF4	KLF6	KLF7	KYNU	LAMP2	LAMTOR2	LAMTOR4	LCP1	LENG8	LILRA6	LILRB3	LIN7A	LINC00482	LINC00937	LINC02723	LINC02728	LNCATV	LOC105376805	LPGAT1	LRMDA	LRP1	LRP3	LRRK2	LTA4H	LTB4R	LTBR	LY86	LY96	LYST	MANBA	MBD2	MBOAT7	MCEMP1	MCL1	MCTP1	MED13L	MEFV	MEGF9	METTL22	METTL9	MFSD1	MGST1	MIDN	MIR223HG	MIR23AHG	MMP17	MNDA	MOB1A	MOB3A	MPEG1	MS4A6A	MSN	MSRB1	MT-CO1	MT-ND3	MTARC1	MTMR11	MXD1	MYADM	MYH9	NAGA	NAIP	NCF1	NCF2	NCF4	NDUFA11	NDUFB1	NDUFB5	NDUFS7	NFAM1	NFIL3	NICOL1	NLRP12	NOD2	NORAD	NPTN	NRG1	NUP214	OAF	OAZ1	OGFRL1	OSCAR	OTUD1	OTULINL	P2RY13	PADI2	PADI4	PDXK	PELI2	PGAM1	PGD	PGLS	PHC2	PKM	PLA2G7	PLAUR	PLBD1	PLD1	PLD3	PLEC	PLPPR2	PLXDC2	PLXND1	POLE4	POLR2L	PRAM1	PRKACA	PRKCB	PRNP	PROK2	PRR13	PRRG4	PSMB3	PSTPIP1	PTAFR	PTCH2	PTEN	PTGS2	PTPN12	PTPRE	PYCARD	PYGL	QKI	QPCT	QSOX1	RAB11FIP1	RAB21	RAB27A	RAB31	RAB3D	RAB5IF	RASGRP4	RASSF2	RASSF4	RBM47	RBP7	RGS2	RHOB	RHOU	RILPL2	RIN2	RNF130	RNF181	RP2	RRP12	RTN3	RXRA	S100A10	S100A12	S100A4	S100A6	S100A8	S100A9	S100P	SAMD4A	SAMSN1	SCAND1	SCPEP1	SDCBP	SELL	SEMA4A	SERF2	SERPINB1	SERPINB2	SFT2D1	SGMS2	SH3BGRL3	SIGLEC14	SIRPA	SIRPB1	SKAP2	SLC11A1	SLC15A3	SLC16A3	SLC24A4	SLC2A3	SLC36A4	SMARCD3	SMCO4	SNX10	SNX27	SOAT1	SPG21	SPIDR	SPTSSA	SRD5A1	SRGN	STAB1	STAC3	STEAP4	STK17B	STMP1	STX10	STX11	STXBP2	SULF2	SULT1A1	TALDO1	TDRD9	TET2	TFEC	TGFB1	TGOLN2	THBS1	TIMP2	TKT	TLR2	TLR4	TLR8	TMBIM4	TMED5	TMEM107	TMEM167A	TMEM170B	TMEM176A	TMEM176B	TMEM205	TMSB10	TMTC2	TNFSF13B	TNNT1	TOM1	TPP1	TREM1	TRIB1	TRIOBP	TRIQK	TSPO	TYMP	TYROBP	UBE2D1	UBR4	UBXN11	UQCR11	VAPA	VCAN	VIM	VNN1	VNN2	VNN3P	VSTM1	WDFY3	WDR26	WLS	ZDHHC20	ZFAND5	ZNF467	ZNF516	ZYX
HAY_BONE_MARROW_NK_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_NK_CELLS	ABCB1	ABHD17A	ACTN4	ACTR3	ADAM8	ADGRE5	ADGRG1	ADGRG5	ADRB2	AGK	AK5	AKNA	ANXA6	AOAH	APMAP	APOBEC3C	APOBEC3G	APOBEC3H	APOL6	ARHGAP30	ARHGAP9	ARHGDIB	ARK2C	ARL4C	ARL6IP5	ARPC2	ARPC4	ARPC5L	ASCL2	AUTS2	B2M	B3GNT7	BIN2	BNC2	BOK	BPGM	BTN3A2	BZW1	C1orf21	C1orf56	CALM1	CAP1	CAPN12	CASP8	CBLB	CCDC102A	CCDC107	CCDC12	CCL3	CCL4	CCNJL	CD160	CD244	CD247	CD300A	CD320	CD53	CD7	CDC42SE1	CDK2AP2	CEMIP2	CEP78	CERCAM	CERS4	CFL1	CFLAR	CHST12	CHST2	CIB1	CIRBP	CISD3	CLIC1	CLIC3	CMC1	COMMD5	COMMD7	CORO1A	CPNE1	CST7	CTBP2	CTDSP1	CTSC	CTSW	CX3CR1	CXCR2	CYB561D2	CYB5B	CYRIB	DDIT4	DDX5	DDX6	DENND2D	DGKZ	DHRS1	DHRS3	DHRS7	DIP2A	DMKN	DOK2	DSTN	DTHD1	DTX3	EBP	EFHD2	EIF3G	EOMES	ERBB2	ERICH6-AS1	FASLG	FBXO6	FCRL6	FEZ1	FGFBP2	FHL3	FSD1	FUT11	G6PD	GCHFR	GFOD1	GK5	GNG2	GNGT2	GNLY	GNPTAB	GPR65	GRIK4	GSAP	GTF3C1	GZMA	GZMB	GZMM	HAVCR2	HCST	HDDC2	HENMT1	HEXA	HLA-A	HLA-C	HLA-E	HLA-F	HMOX2	HOPX	HSH2D	ID2	IDI1	IER2	IFI16	IFITM1	IFITM2	IGF2R	IL12RB1	IL18RAP	IL2RB	IL2RG	IRF1	IRF1-AS1	ITGAL	ITGB2	ITGB7	JAK1	KIR2DL1	KIR2DL3	KIR2DL4	KIR3DL1	KIR3DL2	KIR3DX1	KLHDC4	KLRB1	KLRC1	KLRC2	KLRD1	KLRF1	KRT86	LAIR2	LAMP1	LDB2	LGALS9B	LGALS9C	LIM2	LINC00869	LINC01138	LINC02084	LINC02384	LINC02481	LITAF	LLGL2	LPCAT1	LRP10	MAFF	MAPK1	MATK	MBP	MCTP2	MED10	MIB2	MIEN1	MIR142HG	MIR181A2HG	MLC1	MLLT6	MMP23B	MMP25-AS1	MOB2	MRPL10	MVD	MYBL1	MYL12A	MYL12B	MYO1F	MYOM2	NAALADL1	NCALD	NCAM1	NCR1	NCR3	NDUFB2	NDUFB7	NFATC2	NFATC3	NHERF1	NKG7	NMUR1	OPTN	OSBPL5	OSTF1	PAFAH2	PAXX	PCSK7	PDE6G	PDGFD	PDIA3	PDZD4	PFN1	PILRB	PIP4K2A	PITPNC1	PLAAT3	PLAAT4	PLEKHA1	PLEKHF1	PLEKHG3	POLR2G	POLR2J3	POLR3GL	PPP1R18	PPP2R2B	PRDX5	PRF1	PRKACB	PRKCH	PRKX	PRPF38B	PRR5	PRR5L	PRSS23	PSMB10	PSMB9	PSME1	PTGDR	PTGER2	PTPN4	PTPRA	PXN	PYHIN1	PYROXD2	RAB29	RAB5C	RAC2	RAMP1	RAP1GAP2	RASSF1	RASSF5	RBM38	RBM39	RGS9	RHOF	RNF126	RNF166	RNF167	RNF213	RPS19BP1	RPS6KA1	RSRP1	RUNX3	S1PR5	SAMD3	SASH3	SBK1	SCLT1	SCP2	SDF4	SELENOT	SELENOW	SEPTIN7	SH2D1B	SH2D2A	SHFL	SHISA5	SIDT1-AS1	SIGIRR	SIGLEC7	SIPA1	SIRT2	SKAP1	SLA2	SLC1A7	SLC44A2	SLFN13	SMKR1	SPON2	SPTSSB	SSBP4	ST6GALNAC6	STARD3NL	STAT4	STK10	STX8	SUN2	SYNE1	SYTL1	SYTL2	SYTL3	TADA3	TAP1	TAPBP	TBC1D10C	TBCB	TBCC	TBX21	TCF25	TES	TFAP2E-AS1	TGFBR3	TINF2	TKTL1	TLE1	TMED2	TMIGD2	TNFRSF18	TOX	TOX-DT	TPST2	TRAPPC1	TRDC	TRGC1	TRGV9	TSC22D4	TSEN54	TSPAN2	TSPAN32	TTC38	TXK	UBE2F	UBE2L6	UCP2	USB1	USP28	VIPR2	VPS37B	WIPF1	XCL1	XCL2	YES1	YPEL1	YPEL3	ZAP70	ZBP1	ZBTB16	ZMAT4	ZNF276	ZNF600
HAY_BONE_MARROW_PLASMA_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_PLASMA_CELL	ABCB9	AMPD1	ANKRD28	ARSA	ARX	BHLHE41	BRSK1	CADM1	CADPS2	CCR10	CHPF	CIBAR2	CLDN14	CLDN3	CRELD2	CST6	CTHRC1	DERL3	DNAAF1	DNAJB9	DPEP1	DTNB-AS1	ELL2	ENSG00000227619	ENSG00000253796	ERLEC1	FCRL5	FKBP11	FKBP2	FRGCA	GMPPB	GPRC5D	HDLBP	HERPUD1	HID1	HM13	HSP90B1	IGF1	IGHA1	IGHA2	IGHD	IGHG1	IGHG2	IGHG3	IGHG4	IGHGP	IGHM	IGHV3-23	IGHV3-7	IGKC	IGKV1-12	IGKV1-39	IGKV1-5	IGKV1D-8	IGKV3-15	IGKV3-20	IGKV3D-15	IGKV4-1	IGLC2	IGLC3	IGLL5	IGLV1-44	IGLV1-51	IGLV2-14	IGLV3-21	IGLV5-48	IGLV6-57	IL5RA	ITGA8	JCHAIN	JSRP1	KCNMA1	KCNN3	KDELR1	KDELR2	KDELR3	KRTCAP2	LINC00582	LINC01480	LINC02362	LINC03034	LINC03047	LMAN1	LMAN2	LMF1	LMTK3	LYPD6B	MANEA	MANF	MEI1	MIXL1	MOXD1	MYDGF	MYL2	MZB1	NXPE4	PAIP2B	PARM1	PDIA4	PDIA6	PERP	PIK3CD-AS2	PLA2G2D	PLAAT2	PRDX4	PRSS16	RABAC1	RASGRP3	SCNN1B	SDC1	SDF2L1	SEC11C	SELENOS	SLAMF7	SPACA3	SPAG4	SPATS2	SPCS2	SPCS3	SSR3	SSR4	TGFBR3L	TMED9	TNFRSF17	TUBB2B	TXNDC11	TXNDC15	TXNDC5	UBE2J1	UGT2B17	WNT10A	XBP1
HAY_BONE_MARROW_PLATELET	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_PLATELET	ABCC3	ABLIM3	ACRBP	ADGRG7	AFAP1	AFAP1-AS1	AFAP1L2	AHCTF1	ALOX12	ANKDD1B	AP1M2	AQP10	ARHGAP18	ARHGAP6	ARMC3	ASAP2	ATP9A	AVPR1A	BAMBI	BCL2L1	BDNF	BEND2	BEX3	BMP6	BPIFB3	C19orf33	C1orf116	C1orf87	C2orf88	CABP5	CALHM5	CAPN1	CAPN1-AS1	CAVIN2	CD151	CD226	CDKN2D	CENPT	CERS2	CFAP161	CHRNA2	CHST8	CLDN5	CLEC1B	CLEC2L	CLU	CMTM5	CNN1	CNST	COL25A1	CTDSPL	CTSA	CTTN	CXCL5	CYB5R1	DAB2	DAPP1	DCLRE1A	DEFB108B	DENND2C	DNAAF3	DNM3	EGF	EHD3	ELOVL7	EMC3	ENDOD1	ENKUR	ENSG00000245008	ENSG00000266401	ESAM	F13A1	F2RL3	FAM187B	FAM81B	FAXDC2	FERMT3	FRMD3	FRMD4B	FSTL4	GAS2L1	GCKR	GET1	GMPR	GNAZ	GNG11	GP1BA	GP6	GP9	GRAP2	GRHL1	GSTO1	H2AC6	H2AC8	H2BC11	H2BC21	H3C10	H4C14	HEXIM2	HGD	HSD17B3	ICAM2	IGF2BP3	ILK	INKA1	INKA2	INKA2-AS1	ITGB3	KIF2A	KIFC3	LAMTOR1	LANCL3	LCN2	LEFTY1	LGALS12	LGALSL	LIMS1	LINC00635	LINC00642	LINC00853	LINC00989	LINC01088	LINC01151	LINC01750	LINC02319	LINC02704	LINC02915	LIPH	LURAP1L	LY6G6F	LY6G6F-LY6G6D	LYL1	LYPLAL1	MAOB	MAP3K7CL	MARCHF2	MAX	MEIS1	MEPCE	MFAP3L	MINDY1	MISP3	MLH3	MMD	MOB3C	MORC1	MPIG6B	MTURN	MYEOV	MYL9	MYLK	MYZAP	NCOA4	NEXN	NEXN-AS1	NFE2	NRGN	NT5C3A	ODC1	OST4	OXTR	PARD3	PCP2	PCYT1B	PDCD10	PDE11A-AS1	PDE3A	PDE5A	PDGFA	PDGFA-DT	PDLIM7	PDZK1IP1	PEAR1	PF4	PF4V1	PGRMC1	PIP4P2	PLAAT1	PLEKHO1	PNMA1	PPBP	PRKCA-AS1	PROS1	PSTPIP2	PTCRA	PTGIR	PTGS1	PTPN18	PTPRN	PVALB	R3HDM4	RAB11A	RAB27B	RAB6B	RAP1B	RASGRP2	RD3L	REEP1	RGS10	RGS18	RGS6	RHOBTB1	RNF11	RSPH9	RSU1	RTN2	RUFY1	SAMD14	SCGB1C1	SCGB1C2	SCN1B	SEC14L5	SELP	SENCR	SEPTIN5	SH3BGRL2	SLC18A2-AS1	SLC18A3	SLC24A3	SLC35D3	SLC6A4	SLFN14	SMIM5	SMOX	SNAP23	SPARC	SPDYC	SPNS1	SPOCD1	SRC	STON2	SWI5	SYTL4	TAGLN2	TBXA2R	TDRP	THEM5	TLN1	TMBIM1	TMCC2	TMEM140	TMEM40	TMEM91	TNFSF4	TNNC2	TNNI3	TPM4	TPTEP1	TRAPPC3L	TREML1	TRIM40	TRIM58	TSC22D1	TSPAN18	TSPAN9	TUBA4A	TUBA8	TUBB1	UBAC2	UBL4A	UPK1A-AS1	VCL	VEPH1	VIL1	VIM-AS1	WBP2	WDR1	WDR11-DT	WFDC10B	XPNPEP1	ZCCHC17	ZNF438
HAY_BONE_MARROW_PRE_DENDRITIC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_PRE_DENDRITIC	AREG	AXL	CTSV	SAMHD1	SPATS2L
HAY_BONE_MARROW_PRO_B	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_PRO_B	ACADM	ACAT2	ACOT7	ACP1	ACTG1	AKR1B1	ALDH7A1	AMOTL1	ANP32A	ANP32E	APBB1IP	APOLD1	ARHGAP33	ARL6IP1	ASF1B	ASPM	ATAD2	ATP2A3	ATP5F1C	AURKB	BAHCC1	BARD1	BIK	BIRC5	BUB3	C12orf57	C21orf58	CAMK2D	CARHSP1	CBX1	CBX5	CCDC167	CCND3	CCNE2	CCNF	CCNI	CCP110	CD24	CD47	CD72	CDC25C	CDCA5	CDCA7	CDCA7L	CDCA8	CDK5RAP2	CDKN2A	CDKN2C	CENPA	CENPF	CENPM	CENPN	CEP55	CEP70	CIP2A	CKAP2L	CKS1B	CLSPN	CMTM8	CRNDE	CSRP2	CTCF	CTNNBL1	CTPS1	DCK	DCLRE1C	DCTN3	DDAH2	DDX39A	DEK	DERA	DLEU2	DRAXIN	DYNLT2B	E2F1	E2F2	E2F7	E2F8	EAF2	EIF4A3	EIF4G2	ENSG00000187951	EPB41L2	EWSR1	EZH2	FAIM	FAM111A	FAM111B	FANCG	FBXO43	FBXO5	FIRRM	FOXM1	FUS	GALNT14	GCSAM	GDI2	GGH	GLO1	GTSE1	H1-5	H2AC12	H2AC14	H2AC16	H2AC17	H2AC20	H2AX	H2AZ1	H2AZ2	H2BC15	H2BC18	H2BC7	H2BC9	H3-3A	H3C8	H4C3	HASPIN	HAUS1	HAUS8	HELLS	HERC5	HIRIP3	HJURP	HMCES	HMGB1	HMGB2	HMGB3	HMGN1	HMGN2	HMGN3	HNRNPA0	HNRNPA1	HNRNPA2B1	HNRNPA3	HNRNPDL	HNRNPH1	HNRNPH3	HNRNPK	HNRNPM	HNRNPR	HNRNPU	HP1BP3	IFT22	IFT25	IGLC5	IGLL1	IKZF2	IMMP1L	INCENP	ITGAE	ITGB3BP	KHDRBS1	KHDRBS3	KIF11	KIF14	KIF15	KIFC1	KNL1	KPNA2	KPNB1	LAT2	LIG1	LMNB1	MACROH2A1	MAD2L1	MAD2L2	MAGOH	MAPRE1	MARCKSL1	MDH1	MED30	MFGE8	MID1IP1	MIS18BP1	MKI67	MND1	MSI2	MXD3	MYL6B	MYO3A	MZT1	N4BP2	N4BP3	NCAPD2	NCAPH2	NDC80	NDUFA4	NONO	NPPC	NRM	NSD2	NTAN1	NUCKS1	NUDT21	NUDT5	NUF2	NUSAP1	PAIP2	PAQR4	PARP1	PDLIM1	PHF19	PHGDH	PIF1	PIM1	PIMREG	PIN1	POU2AF1	PPIA	PPP1CA	PPP1CC	PRPSAP1	PRR11	PSIP1	PSMB8	PSMC3IP	PSRC1	PTMA	PXMP2	QPRT	RACGAP1	RAD21	RAD51	RAD51AP1	RALY	RBBP7	RBBP8	RBM8A	RBMX	RDM1	RMI2	RNASEH2B	RPL39L	RPRML	RTKN2	SAC3D1	SAE1	SERHL2	SET	SF3B2	SFPQ	SGO1	SGO2	SHCBP1	SIVA1	SKA2	SKA3	SKP2	SLC25A5	SLC7A3	SMARCA4	SMARCB1	SMARCE1	SMC1A	SMC4	SPC25	SPTBN1	SRP14	SRP9	SRSF10	SRSF3	SRSF9	SSBP2	STMN1	STRBP	SUMO2	SYVN1	TACC3	TCF19	TCF3	TERF1	TFDP2	TIAM1-AS1	TIFA	TIMELESS	TLCD3B	TMEM106C	TMEM263	TMPO	TMPO-AS1	TMSB15A	TOP2A	TP53I13	TPX2	TRA2B	TRAIP	TTC7A	TUBA1B	TUBB	TXNDC12	TYMS	UBB	UBE2C	UBE2E3	UBE2I	UBE2S	UGP2	USP1	VDAC1	WDR62	WDR76	YWHAQ	ZNF704	ZWINT
HAY_BONE_MARROW_STROMAL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAY_BONE_MARROW_STROMAL	ABCA10	ABCA6	ABCA8	ABCA9	ABCC8	ABI3BP	ACKR3	ACSM5	ACSS3	ADAMDEC1	ADAMTS1	ADAMTS2	ADAMTS9	ADAMTS9-AS2	ADAMTSL3	ADGRL2	ADH1B	ADH1C	ADIPOQ	ADIRF	ADM	AGT	AGTR1	AKR1C2	ALDH1A3	ALPL	ALX4	AMOTL2	ANGPT1	ANGPT4	ANGPTL2	ANGPTL4	ANK2	ANTXR1	APLNR	APOB	APOD	APOE	AQP7	ARHGAP20	ARHGAP28	ARHGEF10	ARHGEF17	ARHGEF25	ARHGEF28	ARMCX2	ARSJ	ASPA	ASS1	ATF3	BBOX1	BCAR1	BGN	BICC1	BMP2	BMP4	BMP5	BMPER	BNC2-AS1	BOC	BPIFA2	BPIFB1	BPIFB4	C11orf87	C11orf96	C14orf180	C1QTNF1	C1R	C1S	C1orf122	C5orf15	C7	CACHD1	CACNA2D1	CALD1	CAV1	CAV2	CAVIN1	CAVIN3	CBLN2	CCBE1	CCDC8	CCDC80	CCL13	CCL2	CCL8	CCN1	CCN2	CCN5	CCN6	CD276	CD63	CD81	CDC42EP1	CDC42EP4	CDC42EP5	CDH11	CDH15	CDH5	CDO1	CFAP90	CFD	CFH	CFI	CH25H	CHL1	CHRD	CHRDL1	CHRDL2	CHRNA3	CHST3	CHSY3	CIDEA	CLCA2	CLDN11	CLIC4	CLMP	CNN3	CNTFR	CNTN1	COL11A1	COL12A1	COL14A1	COL16A1	COL1A1	COL1A2	COL21A1	COL28A1	COL3A1	COL4A1	COL4A2	COL5A1	COL5A2	COL5A3	COL6A1	COL6A2	COL6A3	COL7A1	CORO6	COX7A1	CP	CPA1	CPN2	CPXM2	CRABP1	CRH	CRIM1	CRISPLD1	CRYAB	CSF1	CSRNP3	CTSK	CTSO	CXCL12	CXCL14	CXCL2	CXCL3	CYBRD1	CYP11A1	CYP1B1	CYP2A7	CYP39A1	CYP4X1	DAAM2	DAPK2	DCLK1	DCN	DDR2	DENND2A	DENND2B	DENND2B-AS1	DEPP1	DIO3OS	DLC1	DLX5	DLX6	DMD	DMRTA1	DNALI1	DOK5	DPT	DPYSL3	DRD1	DYNC1I1	DZIP1	EBF3	ECM2	ECRG4	EDIL3	EDNRA	EDNRB	EFEMP1	EFEMP2	EFHD1	EFNA1	EFNB1	EFS	EGFLAM	EGFR	EGR1	EMILIN1	EMP1	EMP2	EMX2	ENAH	ENOX1	ENPEP	ENPP2	ENSG00000227496	EPAS1	EPB41L4B	EPHA3	EPHX1	EPS8	ERRFI1	ERRFI1-DT	ESM1	EYA1	EYA4	FABP4	FAM114A1	FAM13C	FAM20A	FAP	FARP1	FAT1	FAT3	FBLN1	FBN1	FBXL7	FBXO17	FERMT2	FGF1	FGF7	FGFR1	FGFR3	FHL1	FIBIN	FILIP1	FKBP10	FKBP7	FKBP9	FLRT2	FLRT3	FMO2	FMO3	FMOD	FN1	FNDC1	FNDC4	FOLR1	FOSB	FOXC1	FOXC2	FOXD1	FOXO6-AS1	FRMD4A	FRMD6	FRMD6-AS2	FRZB	FST	FSTL1	FZD1	FZD4	FZD5	FZD7	FZD8	GADD45A	GADD45B	GALNT17	GAREM1	GAS1	GAS6	GASK1A	GEM	GFRA1	GGT5	GHR	GJA1	GLDN	GLI2	GLI3	GLIS2	GLT8D2	GMDS	GNG12	GPC4	GPM6B	GPR153	GPR88	GPRC5A	GPRC5B	GPX3	GPX8	GSN	GUCY1A2	GULP1	HAS2	HCRTR2	HEPH	HES1	HMGCLL1	HOTAIR	HOXC10	HOXC6	HOXC8	HOXC9	HOXD-AS2	HOXD11	HOXD3	HOXD4	HOXD8	HP	HRCT1	HSD11B1	HSD11B2	HSPA12A	HSPB2	HSPG2	HTRA1	ID3	ID4	IGDCC4	IGF2	IGFBP2	IGFBP3	IGFBP4	IGFBP5	IGFBP6	IGFBP7	IL1R1	IL1RAPL1	IL34	IL6	IL6ST	IL7	INHBB	INSIG2	IRS1	IRX2	IRX2-DT	IRX3	IRX5	ISLR	ITGA1	ITGAV	ITGB5	ITGB6	ITGBL1	ITIH5	JAG1	JUN	KCNE4	KCNH1	KCNIP3	KCNT2	KIAA1217	KIAA1755	KIF7	KIRREL1	KITLG	KLF15	KRT222	KRT27	KRTAP13-4	LAMA4	LAMB2	LAMC1	LAPTM4A	LARP6	LBP	LDLR	LEPR	LEPROT	LGALS3BP	LGI4	LHFPL6	LIFR	LIMA1	LIMCH1	LINC00640	LINC00922	LINC00967	LINC01117	LINC01139	LINC01140	LINC01348	LINC01426	LINC01436	LINC01638	LINC01686	LINC01836	LINC02104	LINC02381	LINC02609	LINC02881	LINGO1	LMCD1	LMNA	LOX	LOXL1	LPIN3	LPL	LRATD1	LRFN5	LRIG3	LRRC10B	LRRC4C	LTBP2	LUM	LY6K	MAGI1	MALL	MAP1LC3A	MAPK10	MAPK4	MARCKS	MARK1	MATN3	MCC	MDFI	MDK	MEDAG	MEGF10	MEIS2	MFSD2A	MGP	MID1	MIR497HG	MLF1	MMP14	MMP19	MMP2	MMRN2	MOCS1	MRC2	MRGPRF	MRGPRF-AS1	MROCKI	MSC-AS1	MSI1	MSX1	MT1A	MT1E	MT1M	MT2A	MTARC2	MTSS2	MXRA5	MXRA8	MYH14	MYL3	MYO10	MYO1B	MYO6	NALCN	NAV2	NAV3	NBL1	NCAM2	NCKAP1	NCKAP5	NDN	NECAB1	NECTIN2	NFASC	NFATC4	NFIB	NGFR	NHERF2	NID1	NID2	NLGN1	NLGN4X	NLGN4Y	NMB	NNMT	NOTCH3	NPB	NPNT	NPY1R	NR2F1	NR2F1-AS1	NR2F2	NR2F2-AS1	NRP1	NRP2	NRXN1	NRXN2	NRXN3	NTRK2	NUPR1	NXPH3	OLFM4	OLFML1	OLFML2A	OLFML2B	OLFML3	OSMR	OSMR-DT	OSR2	OTOGL	P3H2	PABPC5	PALLD	PALMD	PANX1	PAPPA	PARVA	PCDH18	PCDHB10	PCDHB12	PCDHB14	PCDHB15	PCDHB16	PCDHB5	PCDHB6	PCDHB7	PCDHGA2	PCGF2	PCOLCE	PCSK6	PDE1A	PDE1C	PDGFRA	PDGFRB	PDGFRL	PDLIM4	PDZRN4	PFN2	PGF	PGM5P3-AS1	PHLDA3	PITX2	PLA2G5	PLA2R1	PLAC9	PLEKHA4	PLEKHA5	PLEKHH2	PLEKHS1	PLIN1	PLIN4	PLN	PLPP1	PLPP3	PLS3	PLSCR4	PMEPA1	PNLIPRP3	PODN	PODNL1	POU6F2	PPARG	PPFIA2	PPIC	PPP1R3C	PRELP	PREX2	PRICKLE2	PRRX1	PRRX2	PRTG	PTGDS	PTGFR	PTGIS	PTH1R	PTN	PTPN13	PTPN21	PTPRG	PTPRM	PTX3	PXDC1	PYGO1	RAI14	RAMP2	RAPGEF4	RAPH1	RARRES1	RARRES2	RASD1	RASL11A	RBFOX2	RBMS1	RBMS3	RBMS3-AS3	RBP1	RCN1	RCN3	RETREG1	RFTN2	RGL1	RGL3	RGS16	RGS22	RGS3	RHBDF1	RHOJ	RND1	RND3	RNF180	ROR2	RORB	RRAD	RSPO1	RSPO3	RTN4RL1	RUNX1	RUNX1T1	S100A13	S100A16	S1PR3	SAMD11	SATB2	SATB2-AS1	SCARA3	SCUBE1	SDC3	SELENOM	SELENOP	SEMA3G	SEMA6D	SEPTIN4	SERPING1	SERPINH1	SERTAD1	SERTAD4	SERTAD4-AS1	SFRP1	SFRP5	SGCB	SGCE	SH3PXD2B	SHC2	SIX1	SIX2	SIX6	SLC1A3	SLC22A3	SLC25A25	SLC2A10	SLC39A14	SLC6A1	SLC7A10	SLC7A2	SLCO1C1	SLIT2	SLIT3	SLPI	SMAD9	SMARCA1	SMOC1	SMOC2	SNAI2	SNCAIP	SNCG	SNHG18	SNX7	SOCS3	SOCS3-DT	SOD3	SORBS2	SOX9	SPARCL1	SPATA18	SPRY1	SPRY4	SRPX	SRPX2	SSPN	SSTR2	STEAP1	STEAP2	SULF1	SVEP1	SYDE1	SYNPO2	TACC2	TACR1	TAGLN	TBX15	TBX18	TCF7L1	TDO2	TEAD1	TEAD2	TEAD3	TENM2	TENM3-AS1	TENM4	TF	TFPI	THBS2	THSD4	THSD7B	THY1	TIMP3	TIMP4	TINAGL1	TJP1	TLL1	TM4SF1	TM6SF2	TMEM100	TMEM108	TMEM119	TMEM132C	TMEM150C	TMEM179	TMEM200B	TMEM233	TMEM35A	TMEM37	TMEM45A	TMEM47	TMEM50A	TMEM54	TMEM59	TMEM64	TMEM98	TNC	TNFAIP6	TNFRSF11B	TNFRSF12A	TNFRSF19	TNFRSF1A	TNKS1BP1	TNS2	TNS2-AS1	TNS3	TPBG	TPST1	TRABD2B	TRAM1L1	TRARG1	TRHDE	TRIM47	TRIM55	TRIP10	TSKU	TSPAN4	TSPAN8	TUSC3	TWIST1	TWIST2	UNC5B	UNC5C	VASN	VCAM1	VEGFC	VGLL3	VWA1	WASF3	WDR86	WFDC2	WNT4	WWTR1	YAP1	ZCCHC24	ZFHX4	ZFP36	ZIC1	ZNF423	ZNF488	ZNF503	ZNF676
HE_LIM_SUN_FETAL_LUNG_C0_ACTC_POS_SMC_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_ACTC_POS_SMC_CELL	AACS	AAK1	ABCC1	ABHD17C	ABHD8	ACOT1	ACOT7	ACTC1	ACTG2	ADAM19	ADAMTS19	ADAMTS6	ADAMTS8	ADCY5	ADK	ADO	AFMID	AHNAK2	AIF1L	AKAP1	AKAP5	AKIP1	AKIRIN1	ALDH1B1	ALKAL1	ALKAL2	ANAPC15	ANGPTL2	ANKRD29	ANKS1A	ANO1	ANO10	ANOS1	ANXA3	APOC1	APOO	ARC	ARMC9	ARRDC1-AS1	ARVCF	ASAP2	ASB2	ATL1	ATL2	B3GALNT2	B9D1	BACE2	BCAR1	BCAS4	BCL11A	BEX1	BEX2	BICD1	BMPR1B	BNC2	BOK	BTBD6	BTN2A1	BTN2A2	C12orf75	C17orf75	C1orf198	C3orf70	C6orf226	CACNA1C	CACNA1H	CADM4	CAMK1D	CAMTA2	CAP2	CARMN	CASP9	CASZ1	CAV2	CAVIN2	CBX6	CCDC88C	CCDC92	CCNQ	CD24	CD47	CDC34	CDC42EP3	CDH2	CDH3	CDIP1	CDK20	CDK5	CDK8	CDKL5	CDON	CDYL	CFAP68	CHCHD7	CHD1L	CHKA	CHRM3	CHST15	CIMAP3	CISD1	CITED4	CLMP	CMIP	CNN1	CNOT11	CNOT6L	CNTNAP3B	COL23A1	COQ10A	CORO1C	CPD	CPNE2	CPT1A	CPXM2	CRABP2	CRIM1	CRISPLD2	CRMA	CRTC3	CRYL1	CSRNP3	CSRP2	CTHRC1	CTPS1	CTU1	CTXN1	CUEDC1	CXADR	CXXC4	CYP39A1	CYRIB	CYTH1	DCAF15	DCLK1	DCX	DDAH1	DDX20	DEAF1	DGKH	DHCR7	DHRS3	DIXDC1	DMD	DMKN	DMWD	DMXL2	DNAH14	DNM2	DOCK9	DPP10	DPP3	DRD2	DUSP14	DUSP22	DUSP3	DYRK2	ECE1	ECHDC2	EDN3	EEPD1	EFNA1	EFNB3	EHD4	ELAC2	EML1	ENPP1	ENTPD1	EPB41L1	ERRFI1	ESYT2	ETHE1	ETV6	EVA1A	EXOSC6	FAM89B	FAXC	FBN2	FBN3	FBXL15	FBXL22	FBXL7	FBXO22	FBXO32	FENDRR	FGF7	FGFR2	FHDC1	FHL2	FILIP1L	FLNB	FLNC	FLRT3	FOXF2	FOXP2	FOXP4	FRAS1	FREM2	FRMD6-AS2	FRZB	FSD1	FST	FZD2	FZD3	GAB2	GALE	GALNT2	GALNT9	GAREM2	GARNL3	GAS2	GBP2	GCAT	GCNT2	GEMIN7	GFRA1	GIPC1	GLCCI1	GLIPR1	GNAZ	GNB5	GNPTAB	GPM6A	GPR161	GRB14	GREM2	GRK6	GTF2IRD1	H2BC21	HACD1	HAGH	HAND2	HEPH	HHIP	HHIP-AS1	HINT3	HMGA1	HMGA2	HMGCS1	HNRNPA1L3	HOMER2	HOXA4	HOXC4	HOXC5	HPSE2	HRAS	HSD17B14	HSPB7	HSPG2	IGFBP2	IGSF3	IL17B	IL33	ILRUN	IMPA2	INKA2	INPP4A	INSIG1	INSIG2	INTS13	IQCJ-SCHIP1	IQGAP2	IRAG1	ISG15	ISL2	ITGA5	ITGB1BP2	JAG1	JAZF1	JPH2	KCMF1	KCND3	KCNMA1	KCNMB1	KCNS3	KCTD10	KCTD5	KHK	KIAA1217	KIAA1958	KIF1B	KIF21B	KITLG	KLC2	KLF7	KLHL23	KLHL36	KLHL4	KLHL42	KLHL5	KPNA2	KPNA3	KRT17	KRT18	KRT8	LAMA5	LASP1NB	LDB2	LDB3	LIG3	LIMS2	LINC01770	LINC02269	LINC02381	LIX1	LMOD1	LRATD2	LRIG1	LRRC3B	LRRC8A	LRRN1	LRWD1	LSS	MACIR	MACROD2	MAGI1	MALL	MAP1A	MAPK14	MBNL1-AS1	MDFIC	MDM1	ME2	MEIS2	MEIS3	METTL21A	MICALL1	MID1IP1	MIEN1	MIER2	MIPEP	MLLT1	MMP11	MOAP1	MPPED2	MRAS	MRGPRF	MRPS9	MSC-AS1	MSRB1	MSRB3	MTCL1	MTHFD2L	MXRA7	MYEF2	MYH11	MYL7	MYOCD	NAT14	NAV2	NCAM1	NCKIPSD	NEDD4L	NEGR1	NET1	NETO2	NEURL1B	NFIL3	NHSL3	NIPAL4	NKD1	NKX6-1	NOG	NOL4L	NPAS4	NPC1	NPDC1	NR4A3	NRG1	NSG1	NT5DC3	NTF3	NTM	NTN1	NUDT14	NXN	OCIAD2	OLFML2B	OSTM1	OTUD5	OXCT1	P2RY1	PACSIN2	PAWR	PCCA	PCP4L1	PCSK7	PDCL3	PDGFC	PDLIM3	PDLIM4	PDLIM5	PDXP	PEDS1	PFKFB3	PGF	PGM5	PGM5-AS1	PGP	PHF13	PHLDA3	PHLDB2	PICK1	PIK3C2B	PIM1	PITX2	PLA2G2A	PLCB3	PLEKHG4B	PLP2	PLPP2	PLXNA2	PNCK	PODXL2	POU2F1	PPM1E	PPP1R12B	PPP1R12C	PPP1R1A	PPP1R3F	PPP2R2D	PREB	PRELID3B	PRICKLE2	PRKAB2	PRKACB	PRKAG2	PRKAR2B	PRKCE	PRUNE2	PSD	PSEN2	PSME4	PTBP2	PTCH2	PTPRF	PTS	PURB	PVALB	RAB33A	RAB3C	RAB9B	RABGAP1	RABGAP1L	RAI14	RALGPS2	RAMP1	RASD2	RASGEF1B	RASSF3	RBM38	RBPMS2	RCSD1	REC8	REEP1	REEP3	RFLNB	RGMA	RGMB	RGS17	RGS7	RHOJ	RHOQ	RIMS1	RIOX1	RMC1	RNF150	RNF175	RNF207	RNF217	ROGDI	RPE65	RPRD1B	RPS6KA2	RPS6KA5	RSPO1	RSPO3	RYBP	SAMD4A	SARM1	SCAI	SCD	SEC11C	SEMA4B	SH3PXD2B	SIAH2	SIGIRR	SINHCAF	SIPA1L1	SIPA1L2	SLA	SLC25A25	SLC25A33	SLC25A4	SLC27A6	SLC2A1	SLC2A13	SLC2A4	SLC2A8	SLC38A1	SLC4A7	SLC8A1	SLMAP	SMOC2	SMYD3	SNTA1	SNX27	SORBS1	SOWAHC	SOX15	SPEG	SPSB1	SRF	SRSF8	ST6GAL2	ST6GALNAC5	STARD13	STK38L	STK39	STRBP	STRN3	SULF2	SUPT3H	SVIL	SVIP	SYNC	SYNGR2	SYNJ2	SYNM	SYNPO2	SYTL2	TACC2	TAF10	TAGAP	TBC1D7	TCEAL2	TENM1	TES	TFAP2C	TGFBR1	THNSL2	THRB	TINAGL1	TK1	TLE4	TMEFF1	TMEM106C	TMEM51	TMEM65	TMTC2	TNFAIP8L1	TNMD	TNNI1	TOB1	TOM1L1	TOMM34	TOX	TP53I11	TPBG	TRAF3IP2	TRAF5	TRAPPC2	TSPAN18	TSPAN2	TST	TSTD1	TUBB2B	TWIST1	UBALD1	UBE2H	UBE2M	USP12	VASP	VEGFC	VPS13A	VWA1	WASF1	WDR77	WFDC1	WFS1	WIF1	XIST	ZEB1	ZFHX4	ZFR2	ZNF154	ZNF48	ZNF516	ZNF649	ZNF703
HE_LIM_SUN_FETAL_LUNG_C0_ADVENTITIAL_FIBROBLAST	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_ADVENTITIAL_FIBROBLAST	ADAM33	ADAMTSL3	ADAMTSL4	ANGPTL1	ANGPTL6	ANXA1	ASPN	BST1	C1QTNF2	C1QTNF3	C1R	CD34	CFH	CHRDL1	CLEC3B	COL12A1	CPZ	CRABP2	CTSK	DLK1	DNER	DPYSL3	EMP1	ENTPD2	EPHB2	FIBIN	FJX1	FLRT2	FMO1	FZD4	GFRA1	GXYLT2	HTRA3	IGFBP6	ITM2A	KDELR3	LINC01133	LOX	MFAP5	MIR503HG	MXRA5	NAV3	NPDC1	NRK	NTRK3	OMD	PAMR1	PDGFRL	PDIA5	PDLIM3	PI15	PID1	PRELP	PROS1	PRRX1	PTGIS	RASSF2	RCN3	RGS10	SCARA5	SCG5	SERPINF1	SH3BP5	SPON2	SSC5D	TENT5A	THBS2	THBS3	TNXB	TRIO	WNT2B
HE_LIM_SUN_FETAL_LUNG_C0_AIRWAY_FIBROBLAST	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_AIRWAY_FIBROBLAST	AGTR2	ALDH1A1	ASPN	CAVIN2	CFH	COL4A6	CRYM	CXCL14	DPT	EFNB2	FGF7	GALNT17	GPX3	HSD11B2	LY6H	MECOM	NKD2	NPNT	NTF3	NTRK2	PLP2	ROR1-AS1	S100A4	SERPINF1	TENT5A	TNC	TSPAN13
HE_LIM_SUN_FETAL_LUNG_C0_ALVEOLAR_FIBROBLAST	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_ALVEOLAR_FIBROBLAST	AFDN	ANKS1B	CFD	FMO2	GABRD	LYPD6B	NALF1	OLFML2A	PHEX	SLC7A8	VEGFD
HE_LIM_SUN_FETAL_LUNG_C0_ASPN_POS_CHONDROCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_ASPN_POS_CHONDROCYTE	ACAN	AIF1	ANOS1	AR	ARPC1B	ASPN	AUTS2	BOC	CAPG	CAPN6	CDC42EP3	CFH	CHL1	CILP2	CNMD	COL11A1	COL12A1	COL15A1	COL25A1	COL2A1	COL8A1	COL8A2	COL9A1	COL9A2	COL9A3	CPM	CRISPLD1	CTHRC1	CTSK	CYP1B1	DLK1	DPT	EFEMP1	EGLN2	EMILIN3	ERG	EYA2	EYA4	F2RL2	FBN2	FGFR2	FIBIN	FLI1	FNDC1	FOXC1	FRZB	FST	GFPT2	GPR180	HAPLN1	HAPLN3	HMGCLL1	INHBA	IQGAP2	ITM2A	JAM2	KCNE5	KCTD1	KDELR3	LDB2	LMO7	LRRN1	MATN4	MECOM	MIA	MME	MPPED2	MPZL2	MXRA5	NPDC1	NPPC	NRK	NTRK2	OMD	PCK2	PDGFC	PDGFD	PDGFRL	PDPN	PEG3	PI15	PLP2	PROM1	PRRX1	RARG	RBP4	RFLNA	RHOD	RTKN	S100A4	S100B	SCGB3A2	SERPINF1	SERTAD4	SERTAD4-AS1	SIX1	SMOC1	SOX6	SOX9	SPINT2	SPOCK3	STEAP1	STEAP2	TENM3	THBS2	THBS3	THSD4	TM4SF1	TMEM100	TSPAN13	TTYH1	TWIST1	TWIST2	UCMA	WWP2	YPEL2	ZEB1
HE_LIM_SUN_FETAL_LUNG_C0_EARLY_FIBROBLAST	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_EARLY_FIBROBLAST	AIF1	AURKB	BAZ1A	BCL11A	BID	BIRC5	CCNA2	CCNB1	CCNB2	CDC20	CDCA5	CDCA7	CDK1	CDT1	CENPF	CENPK	CENPM	CENPN	CENPU	CHAF1A	CKS2	CLSPN	CRABP2	CTPS1	FBXO5	FZD2	GINS2	GPC2	GPSM3	H1-1	H1-2	H1-3	H2AC14	H2AC25	H2BC9	HMGA1	HMGA2	HNRNPA1L2	HNRNPA1L3	HSPH1	IGF2BP1	KIF20A	KPNA2	KRT18	KRT8	LIMD2	LMNB1	MAD2L1	MCM4	MCM7	MKI67	MND1	MSMO1	NNAT	NSG1	NUSAP1	ORC6	PIMREG	PSAT1	PTTG1	RASL11B	RMI2	SCD	SDC1	SERINC2	SFRP1	SINHCAF	SNCG	SPC25	TENM3	TMEFF1	TOP2A	TYMS	UBE2C	UBE2T	UCK2	UHRF1	UQCRHL	XIST	ZNF93	ZWINT
HE_LIM_SUN_FETAL_LUNG_C0_EARLY_MESOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_EARLY_MESOTHELIAL_CELL	AAGAB	AATF	ABCC1	ABHD5	ABHD8	ABRACL	ACTC1	ADAM15	ADAM33	ADAMTS5	ADAMTS9	ADARB1	ADH1C	ADO	AEBP2	AFDN	AFDN-DT	AGAP1	AGPAT2	AGRN	AIF1L	AJUBA	ALCAM	ALDH1A2	ALPL	AMHR2	AMOTL2	ANK3	ANKRD13B	ANKRD29	AP1G2	APLP1	ARHGAP22	ARHGAP29	ARL4A	ARL4C	ARL8A	ARRDC1	ASH2L	ASPG	ASPHD1	ASS1	ASXL3	ATF7IP2	B3GALT6	B9D1	BAIAP2	BCAR3	BDNF	BEX1	BEX2	BICD1	BICDL1	BID	BMP3	BNC1	BNC2	BNIP1	C15orf39	C15orf61	C16orf87	C1GALT1	CA11	CA2	CACNB3	CADM2	CADM4	CADPS2	CAMK1D	CAP2	CAVIN2	CBR4	CBX8	CCDC112	CCDC122	CCDC186	CCDC74A	CCDC74B	CCDC85C	CCND3	CD24	CD320	CD47	CD74	CDC34	CDC42EP3	CDH2	CDH3	CDK20	CDK2AP2	CDK5	CDON	CDV3	CERS4	CFAP68	CFC1	CFC1B	CFI	CHST3	CHST9	CISD1	CLDN15	CLUL1	CMYA5	CNTN4	COBLL1	COL11A1	COL18A1	COL26A1	COL2A1	COL4A6	COL9A3	COLGALT2	CPLX1	CPNE2	CPZ	CRABP2	CRACR2B	CRB2	CRLS1	CSDC2	CSRP2	CTSH	CTXN1	CXADR	CXXC5	CYFIP2	CYP26B1	CYRIB	DAG1	DBP	DDR1	DEDD2	DERL3	DHCR24	DHCR7	DHRS3	DICER1	DIPK1A	DIRAS3	DISP1	DLG2	DMKN	DNAH14	DNAJC22	DOCK11	DOK6	DPP3	DPP4	DSG2	DSP	DUSP23	ECHDC2	ECHDC3	EDEM2	EDN3	EFEMP1	EFHD2	EFNA1	EFNA4	EFNB2	EFNB3	EHD4	EMC9	EPHA2	EPHA3	EPHA7	EPHB2	EPS8L1	EPS8L2	ERBB4	FAAH	FAM110C	FAM171A2	FAM174B	FAM221A	FAM241B	FBN3	FBXL2	FBXL7	FCHO1	FDXR	FENDRR	FGF9	FKBP11	FKBP1B	FLNB	FLNC	FLRT3	FOXP4	FRAS1	FREM2	FSTL3	FUCA1	FXYD7	FZD2	FZD3	FZD4	FZD6	GABARAPL1	GABRA2	GADL1	GAL3ST3	GALE	GALNT9	GAS6	GASK1A	GATA4	GATA6-AS1	GCA	GDE1	GET4	GIT1	GJA1	GKAP1	GLIS2	GLS	GNB5	GNPTAB	GOLGA8B	GPM6A	GPRC5A	GPRC5C	GPRC5D-AS1	GPT2	GRB7	GSDME	GTF2IRD1	GXYLT1	GYG2	H2AC25	HACD1	HAGH	HAS1	HHIP	HHIP-AS1	HIC2	HMCES	HMGA1	HMGA2	HNRNPA1L3	HOOK1	HOXA4	HOXC4	HOXC5	HPGD	HRH2	HSBP1L1	HSPA12A	HVCN1	IER5L	IGFBP2	IGLON5	IGSF9	IL6R	IMMP2L	IQCA1	ITGA3	ITLN1	ITM2A	JOSD1	JUP	KCMF1	KCNIP1	KCNN1	KDM6A	KHDRBS2	KIAA1217	KLF5	KLK5	KPNA2	KREMEN2	KRT18	KRT19	KRT8	LAMA3	LAMA5	LEPROTL1	LGALS2	LGALS8	LIN7A	LIN7B	LINC00665	LINC00842	LINC01003	LINC01023	LINC02381	LINC02482	LMNB1	LRATD2	LRP2	LRP8	LRRC61	LRRN1	LRRN4	LRRTM1	LSR	LTC4S	LY6H	MACROD2	MAG	MAGI1	MAGI2	MAMSTR	MAP3K1	MAPRE3	MCRIP2	MEIS2	METTL21A	MID1	MIEN1	MIR99AHG	MLLT1	MMP11	MN1	MPPED2	MPV17L2	MTHFD2L	MYCN	MYEF2	MYL7	MYRF	NAA40	NAT14	NCCRP1	NCKIPSD	NDST3	NEDD4L	NELL2	NEO1	NET1	NFE2L3	NHSL1	NHSL3	NINJ1	NLN	NMU	NOL4L	NPDC1	NPNT	NPW	NRBP2	NRXN3	NSG1	NSUN7	NUDT10	NUDT11	NUDT14	NXN	NXPH2	OCIAD2	OLFM2	OLFML2B	ORC6	P3H2	PACC1	PAK4	PALS1	PAPLN	PAPPA	PARD6B	PARM1	PATJ	PAWR	PCAT6	PCLO	PCYOX1L	PDGFC	PDGFRL	PDHX	PDLIM4	PDPN	PDXK	PEG3	PERP	PHF13	PHYHIPL	PICK1	PIM3	PITPNC1	PKP2	PLA2G15	PLCB1	PLCE1	PLCL1	PLCXD1	PLEKHA1	PLEKHA8	PLEKHN1	PLLP	PLP2	PLPPR3	PLXNB1	PNMA8A	PNPLA4	PODXL	PODXL2	POMGNT2	PPP1R16A	PPP3CA	PRKAA2	PRKAR1B	PRKCI	PRKCZ	PSMG4	PTGS1	PTPN18	PTPRF	PTPRU	PYGM	RAB11FIP1	RAB33A	RAB38	RAB3C	RAB6B	RALGPS2	RAMP1	RASSF7	RCHY1	RDH10	REC8	REEP1	RFK	RGS10	RGS5	RHOD	RHOU	RHPN2	RICTOR	RIMS1	RNASE1	RND1	RNF141	RNF207	RNF8	RPRM	RSPO1	RSPO3	RTN4R	SBSPON	SCG5	SEC11C	SEMA3B	SERGEF	SERPINB9	SERTAD2	SETD9	SEZ6L2	SH3BP4	SH3BP5	SH3GLB2	SH3RF1	SHTN1	SIGIRR	SINHCAF	SIPA1L2	SIRPA	SLC13A3	SLC16A3	SLC19A1	SLC22A5	SLC25A29	SLC25A33	SLC25A4	SLC2A1	SLC2A11	SLC35G1	SLC38A1	SLC39A10	SLC48A1	SLC4A2	SLC7A7	SLITRK4	SMAD6	SMIM1	SMOC2	SMPDL3B	SMTNL2	SNCAIP	SORBS2	SOS2	SOX6	SPECC1	SPINT2	SPMIP5	SPOCK2	SPR	SPRR2F	ST6GAL1	ST6GAL2	ST6GALNAC3	STIM2	STK26	STK33	STRADB	STRBP	STX11	SULF1	SULF2	SVIL	SVIP	SYNGR2	SYNPR	SYTL1	TAF10	TBC1D22A	TCEAL2	TCEAL5	TDRP	TEAD4	TECRL	TEKT3	TES	TGFB2	THNSL2	TIPARP	TK1	TLCD4	TM4SF1	TM7SF2	TMEM106C	TMEM132A	TMEM151A	TMEM178A	TMEM235	TMEM37	TMEM88	TMUB1	TMX4	TNFAIP8L3	TNFRSF12A	TNNI1	TNNI3	TNNT1	TNNT2	TOLLIP	TOM1L1	TOMM34	TOX	TP53RK	TPBG	TPD52L1	TRAF3IP2	TRAF4	TRAPPC6A	TRNP1	TSEN15	TSPAN13	TSPAN2	TSPAN7	TST	TSTD1	TUBB2B	TUBB4A	UBE2H	UBTD1	UCHL1	UNC5B-AS1	UPK3B	UQCRHL	USP25	VAMP8	VPS13A	VPS37C	WASF1	WFDC2	WIPF3	WNT2B	WT1	WWC2	XIST	YARS1	YDJC	ZDHHC12	ZFPM2	ZFR2	ZMIZ1	ZNF174	ZNF219	ZNF354A	ZNF467	ZNF579	ZNF738	ZNF846
HE_LIM_SUN_FETAL_LUNG_C0_INTERM_CHONDROCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_INTERM_CHONDROCYTE	ACAN	AIF1L	AMOT	BEX1	BOC	CAPN6	CDC42EP3	CHST11	CNMD	COL11A1	COL11A2	COL15A1	COL2A1	COL9A1	COL9A2	COL9A3	CRISPLD1	CRYL1	CTHRC1	CYP26B1	DAAM2	DEPTOR	DHRS3	DLK1	DOK5	EPYC	EYA4	FGFR2	FGFRL1	FIBIN	FOXP2	FRZB	HAPLN1	HHIP	LINC00511	MAG	MATN4	MECOM	MPPED2	NEDD9	NOTUM	PDGFC	PEG3	PLEKHG1	PRELP	PRRX1	PSAT1	PYGL	RARG	RFLNA	RGCC	S100B	SCARB1	SEMA6A	SLC2A1	SNAI1	SOX5	SOX6	SOX9	SUSD5	TENM3	THSD4	TTYH1	TYRP1	VSNL1	WFDC2	WWP2	YPEL2
HE_LIM_SUN_FETAL_LUNG_C0_INTERM_FIBROBLAST	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_INTERM_FIBROBLAST	ALDH1A1	ANXA1	CA3	CFD	CNTN1	CNTNAP2	FMO1	GGT5	PAMR1
HE_LIM_SUN_FETAL_LUNG_C0_LATE_AIRWAY_SMC_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_LATE_AIRWAY_SMC_CELL	ACTG2	ADAMTS5	ADAMTS8	ADAMTSL2	AKAP1	ARHGAP42	ARL4A	ASB2	ATF3	BRINP3	C16orf89	CACNB2	CAP2	CCDC3	CD9	CDKN1A	CHRDL1	CNN1	COL4A5	COL4A6	CRIP1	CRISPLD2	CSRNP1	CSRP2	CXADR	DES	DTNA	DUSP2	ENTPD1	ENTPD1-AS1	EPCAM	FBXL22	FBXO32	FENDRR	FGF18	FHL2	FILIP1L	FLRT2	FNDC1	FOSL2	GADD45G	GALNT18	GBP2	GEM	GLIPR1	GREM2	HHIP	HHIP-AS1	HPSE2	HSPB7	IGF1	IL13RA1	IL21R	IL4R	IRAG1	ITGA9	KCNMB1	KIAA0408	KLF2	KLHL23	LDLRAD4	LEFTY2	LGR6	LMCD1	LMOD1	LRIG1	LTBP2	LUZP2	MAFF	MAOB	MRGPRF	MT1X	MTSS1	MYH11	MYOCD	NET1	NR4A1	NR4A2	NR4A3	NTN1	PCSK7	PDGFC	PDLIM3	PLP1	PPP1R12B	RAMP1	RASL11A	RBM38	RRAD	SBSPON	SCUBE1	SEMA3C	SEMA3E	SGCA	SIK1	SLC16A3	SLC25A4	SLMAP	SPEG	SSC5D	SVIL	SYNGR2	SYNPO2	TACC2	TGFBR3	THBS2	THSD4	TINAGL1	TOB1	TSPAN18	TSPAN2	TSPAN7	WFDC1	WNT5A	ZNF536
HE_LIM_SUN_FETAL_LUNG_C0_LATE_MESOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_LATE_MESOTHELIAL_CELL	A1BG	A4GALT	ABHD12B	ABHD17A	ABHD5	ACTC1	ADAM15	ADAM33	ADAMTS3	ADAMTS5	ADAMTSL4	ADARB1	ADGRD1	ADIRF	AGA	AGAP3	AGRN	AHNAK2	AJM1	ALCAM	ALDH1A2	ALDH3B1	ALOX15	AMHR2	AMOTL2	ANG	ANKH	ANKRD13B	ANKRD29	ANOS1	ANXA1	ANXA3	ANXA8	ANXA8L1	ANXA9	AOX1	AP1G2	APLP1	APOL1	APOL2	APOL4	AQP1	AQP3	ARHGAP18	ARHGAP22	ARHGAP23	ARHGAP29	ARHGEF5	ARL4A	ARL8A	ARPC1B	ARRDC1	ARRDC4	ASPHD1	ASS1	ATF7IP2	ATL1	ATP7A	AVPI1	AXL	B9D1	BAIAP2	BCAR3	BCAT2	BCL3	BCO2	BCR	BDKRB1	BDNF	BEX2	BHLHE40	BICDL1	BMP3	BNC1	BNC2	BOK	BST1	BTC	C19orf33	C1GALT1	C1QTNF1	C1R	C1RL	C1orf53	C21orf62	C3	C4A	C4B	CA11	CA2	CA9	CADPS2	CALHM6	CALML4	CAMK1D	CAPG	CARD16	CARNS1	CASP4	CAV2	CAVIN2	CCDC153	CCDC186	CCDC51	CCDC74A	CCDC74B	CCDC85C	CCN4	CCND3	CCNDBP1	CCPG1	CD320	CD47	CD55	CD74	CD9	CDC42EP3	CDCP1	CDH3	CDK2AP2	CDKN1A	CDON	CFAP68	CFB	CFC1	CFC1B	CFH	CFI	CGN	CGNL1	CHRDL1	CIC	CLCF1	CLDN1	CLDN15	CLEC16A	CLIC3	CLIC5	CLIP4	CLSTN3	CMYA5	CNTNAP3B	COBL	COBLL1	COL11A1	COL18A1	COL2A1	COL4A6	COL8A2	COL9A3	COMTD1	CPLX1	CPNE2	CRACR2B	CRELD1	CRIM1	CRIP1	CRLS1	CSDC2	CSF1	CSRNP1	CST6	CTNNA3	CTSD	CTSE	CTSH	CTXN1	CXADR	CXCL16	CYBC1	CYP27A1	CYP4B1	CYP4X1	CYSTM1	DAG1	DBNDD2	DBP	DDR1	DECR2	DHCR24	DHCR7	DHRS12	DHRS3	DLG5	DMKN	DNAJC25	DOCK11	DOK7	DPP4	DPP7	DPYD	DSC2	DSC3	DSG2	DUSP23	DVL1	ECHDC2	EEIG1	EFEMP1	EFNA1	EFNB2	EFNB3	EIF1AY	EMILIN2	EML3	EMP1	ENTPD2	EPB42	EPHB6	EPS8	EPS8L1	EPS8L2	ERAP1	ERRFI1	ETHE1	EVA1C	FAAH	FABP3	FAM107B	FAM110C	FAM174C	FAM221A	FAM3B	FBXL2	FBXO2	FCMR	FENDRR	FGF18	FGF9	FGFRL1	FKBP11	FLNB	FLRT2	FLRT3	FMO1	FN3K	FNDC1	FOSL2	FRAS1	FRY	FSTL3	FUCA1	FXYD5	FYB2	FZD6	GABARAPL1	GADL1	GALE	GALNT18	GALNT9	GAS1	GAS6	GATA4	GATA6-AS1	GBP3	GCA	GCHFR	GEM	GFPT2	GIT1	GJA1	GKAP1	GLIS2	GLP2R	GLS	GOLGA8B	GOLM2	GPM6A	GPNMB	GPRC5A	GRB7	GSDMD	GSDME	GSG1L	HAGH	HAGHL	HAS1	HDAC7	HEG1	HHIP	HHIP-AS1	HLA-DQB1	HLA-DRB1	HPGD	HRCT1	HSBP1L1	HSPA12A	HSPB8	HSPG2	HTRA1	ICAM1	IDS	IER5	IFI27	IFI35	IFITM1	IGFBP2	IGFBP6	IGHG4	IGSF9	IL10RB	IL13RA1	IL16	IL17RE	IL18	IL6	IL6R	INMT	IQCA1	IRF7	ITGA3	ITGA6	ITGB8	ITLN1	ITM2A	ITPK1	ITPR2	ITPR3	JOSD1	KANK1	KCNT2	KDELR3	KIF1C	KIF21A	KLF2	KLF5	KLF9	KLK1	KLK10	KLK11	KRT18	KRT19	KRT5	KRT7	KRT8	KRTCAP3	LAMA3	LAMA5	LAMC2	LEPROTL1	LGALS2	LGALS8	LHPP	LIAT1	LIF	LIME1	LIMS2	LINC00842	LINC01018	LINC01133	LINC01638	LINC02381	LMO7	LPAR5	LRATD2	LRP11	LRRN1	LRRN4	LRRTM1	LSR	LTC4S	LY6G6C	LY6H	MAFF	MAG	MAL2	MAMSTR	MANSC1	MAP3K11	MAP3K3	MAP3K8	MAPKAP1	MBP	MCRIP2	MCUB	MDGA1	MEDAG	MEGF6	MET	METTL21A	METTL25	MGAT4B	MGLL	MIB2	MIEN1	MIF4GD	MISP	MKNK2	MLPH	MMEL1	MMP28	MN1	MRGPRF	MSLN	MST1	MT1E	MT1M	MT1X	MTHFR	MTHFS	MTUS1	MUS81	MVP	MX1	MYEF2	MYO1D	MYO1E	MYO5B	MYRF	NAAA	NACC2	NADSYN1	NAV2	NCAM2	NCOA7	NCOR2	NDRG1	NDST3	NEDD4L	NELL2	NET1	NFATC2	NHERF4	NHSL1	NHSL3	NINJ1	NIPAL3	NMI	NMU	NPAS2	NPDC1	NPNT	NPR1	NQO1	NR4A1	NRBP2	NRG4	NSG1	NTNG1	NUDT14	NXPH2	OBSL1	OCIAD2	OPTN	OSCP1	OSTM1	P4HA2	P4HTM	PAK4	PALM	PALS2	PARD3B	PARD6B	PARP9	PAWR	PBX3	PBXIP1	PCK1	PCLO	PCOLCE2	PDE1A	PDGFA	PDGFC	PDGFRL	PDLIM4	PDLIM5	PDPN	PDXK	PDZD2	PDZK1IP1	PDZRN4	PEG3	PERP	PGF	PHLPP2	PHYHIP	PIEZO1	PIM3	PITPNC1	PKHD1L1	PKP2	PLA2G2A	PLAAT3	PLAAT4	PLAUR	PLCB1	PLCD3	PLEC	PLEKHA1	PLEKHA4	PLEKHF1	PLEKHG3	PLLP	PLP2	PLXNB1	PNOC	PNPLA2	PODN	PODXL	POMGNT2	PPL	PPP1R13L	PPP1R16A	PRELP	PRG4	PRKCZ	PROCR	PROS1	PRR15	PRR15L	PSMB8	PSMB9	PTAFR	PTDSS2	PTGIS	PTGS1	PTPN14	PTPRE	PTPRF	PTPRQ	PUSL1	PYCARD	PYGL	RAB11FIP1	RAB29	RAB33A	RAB7B	RABGGTA	RAET1E	RALGDS	RAPGEF3	RASSF7	RASSF8	RBM47	RBP7	RDH10	REC8	REEP1	RERG	RETREG1	RFK	RGP1	RGS10	RHOD	RHPN2	RIC3	RILPL2	RNASE1	RNASE4	RNLS	ROM1	RPRD1B	RPRM	RRAS	RSPO1	RSPO3	SBSPON	SCARB1	SCEL	SCG5	SDC4	SEC11C	SEMA3B	SEMA3C	SEMA6A	SEPTIN1	SERPINB1	SERPINB9	SERTAD4-AS1	SEZ6L2	SFRP5	SH2D4A	SH3BP4	SH3BP5	SH3GLB2	SHROOM3	SHTN1	SIRPA	SIRT5	SLC16A1	SLC16A3	SLC22A18	SLC25A23	SLC25A29	SLC25A4	SLC26A2	SLC34A2	SLC38A1	SLC39A8	SLC48A1	SLC7A4	SLC7A7	SLCO3A1	SLPI	SMIM1	SMIM11	SMOC2	SMPD3	SMPDL3B	SMTNL2	SORBS2	SOX15	SOX6	SP100	SPACA9	SPECC1	SPINT1	SPINT2	SPOCK1	SPOCK2	SPRR2F	SPTLC2	SRSF8	SSH3	ST3GAL5	ST6GAL1	STAP2	STK24	STK26	STRADB	STX11	SULF1	SVIP	SYCE1L	SYNGR2	TAP1	TAPBP	TBC1D10A	TBC1D22A	TBC1D2B	TBX18	TCAIM	TCEA3	TCEAL2	TFPI2	TGFB3	TGFBR2	TGM1	THSD4	TLL1	TM4SF1	TM7SF2	TMCO3	TMEM106C	TMEM132A	TMEM151A	TMEM176A	TMEM176B	TMEM191B	TMEM37	TMEM88	TMEM8B	TMEM9B	TMTC2	TNFAIP3	TNFAIP8L3	TNFSF13	TNNT1	TNNT2	TNXB	TOB1	TOM1L1	TOR1AIP2	TPBG	TPD52	TPRN	TRADD	TRAF5	TRIB1	TRNP1	TSPAN18	TSPAN7	TST	TSTD1	TTLL5	TVP23A	UAP1	UBE2D4	UBE2Q1	UBXN6	UCHL1	UNC5B-AS1	UPK1B	UPK3B	USP25	VAMP8	VEGFB	VIPR2	VPS13A	VSIR	VWA5A	WDTC1	WFDC2	WNT2B	WT1	WWC1	WWC2	YDJC	ZBTB7C	ZC3HAV1	ZDHHC12	ZDHHC24	ZNF467	ZNF579
HE_LIM_SUN_FETAL_LUNG_C0_MESENCHYMAL_1_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MESENCHYMAL_1_CELL	ACTG2	ACTR1B	ADAMTS19	ADAMTS8	ADCY5	ADRB3	AHDC1	AIF1	AKIRIN1	AKR1C1	AKR1C2	ALDH1A3	ANK3	ANKRD29	ANKS1A	ANO1	ANXA3	ASAP2	ASPN	B3GALNT2	BCAN	BCL11A	BCO2	BEX1	BEX2	BICD1	BMP7	BNC2	BST2	C12orf75	C3orf70	CA11	CACNB3	CADM4	CARMN	CASC15	CCNQ	CD24	CD47	CD74	CDC34	CDH3	CDH8	CDYL	CFAP68	CGNL1	CHRM3	CLSTN3	CLUL1	CNN1	CNTN4	CNTNAP3B	COL23A1	COL26A1	COLEC11	CRABP2	CSRP2	CTH	CTHRC1	CTXN1	CUEDC1	CXXC4	CYTH1	DCX	DEAF1	DEDD2	DHRS3	DIPK1B	DKKL1	DLG2	DMKN	DNAAF5	DNAH14	DNAJC12	DOCK9	DOK4	DPP10	DPY19L2	DUSP14	DUSP5	ECHDC2	ECHDC3	EDN3	EFEMP1	EFNA1	EFNB2	ELOVL6	ENC1	EPHA3	EPHA4	EPHB3	ETV6	EYA2	FAM118B	FBN2	FBXO22	FCHSD2	FGF7	FHL2	FIBIN	FLNB	FLNC	FLRT3	FMNL2	FOXP2	FOXP4	FRAS1	FRMD6-AS2	FRZB	FUCA1	GABRA2	GALNT9	GAP43	GAS2	GFPT2	GFRA1	GLIPR1	GLP2R	GPC4	GPR37	GPSM3	H2BC12	HAND2	HHIP	HHIP-AS1	HMGA2	HOXA4	HPSE2	HSD17B14	HSPA12A	HUNK	IER5	IGF1	IGFBP2	IGSF3	IL1RAPL1	INTS6L	IQCA1	IQGAP2	IRAG1	IRF1	ITGA5	ITM2A	JAZF1	JPH4	JUP	KCNIP1	KCNS3	KIF26B	KIT	KRT18	KRT19	KRT8	LASP1NB	LDB2	LEF1	LIMS2	LINC00665	LINC02381	LMOD1	LRIG3	LRRC3B	LRRC8D	LY6H	MADCAM1	MAPK10	MBP	MCC	MDFIC	MEIS2	MID1IP1	MSC	MSC-AS1	MSRA	MXD1	MYOCD	NCALD	NCOA7	NET1	NEURL1B	NKAIN3	NKX6-1	NPDC1	NR2F6	NRG1	NRXN1	NSG1	NTF3	NTM	OCIAD2	OLFML2B	PAPLN	PAWR	PBX2	PDE1A	PDE3A	PDGFC	PDLIM4	PDXK	PDXP	PDZD2	PEG3	PHLDB2	PINK1	PITX2	PLCE1	PLCL1	PLEKHA1	PNMA8A	PODXL2	PPP2R5B	PRKAR2B	PSD	PTGIS	RAB33A	RAC2	RALGPS2	RAMP1	RARB	RASL11B	RBPMS2	RDH10	RGMA	RGMB	RHOD	RNF150	RNF207	ROGDI	RSPO3	SCG5	SCHIP1	SCUBE3	SEC11C	SEL1L3	SERP2	SGK1	SIGIRR	SIPA1L2	SLC25A33	SLC2A13	SLC2A8	SLC35G1	SLC38A1	SLC8A1	SMOC2	SMYD3	SORBS1	SOWAHC	SPSB1	SRSF8	ST6GALNAC5	STAT4	STRA6	SULF2	SYNGR2	SYNM	TACC2	TBC1D9	TCEAL5	TENM3	TENM4	TES	THNSL2	TIPARP	TLE4	TLL1	TM7SF2	TMEM178A	TMEM186	TMEM63B	TMTC2	TNFRSF21	TOX	TPBG	TRAF3IP2	TRAF4	TRAF5	TRIO	TRIOBP	TRPM4	TSPAN2	TSTD1	TUBB2B	TWIST1	TWIST2	UCP2	VIPR2	VSIG10L	XIST	ZEB1	ZFAND2A	ZFHX4	ZNF362	ZNF703
HE_LIM_SUN_FETAL_LUNG_C0_MESENCHYMAL_2_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MESENCHYMAL_2_CELL	ADAMTS19	AEBP2	AMOTL2	ANKS1A	ANLN	ANPEP	ARHGAP11A	ARHGAP33	ASF1B	ASPM	ATAD5	AURKA	AURKB	B3GALNT2	B3GALT6	BICD1	BIRC5	BMP7	BRCA2	BUB1	BUB1B	C12orf75	C21orf58	C8orf34	CAPN5	CCDC74A	CCDC74B	CCNA2	CCNB1	CCNB2	CD24	CDC20	CDC25C	CDC45	CDCA2	CDCA3	CDCA5	CDCA8	CDK1	CDKN3	CENPA	CENPE	CENPF	CENPL	CENPM	CENPN	CENPO	CENPP	CENPU	CHST9	CIB2	CIP2A	CISD1	CKAP2	CKAP2L	CLMP	CLSPN	CNTN4	CNTNAP3B	COL23A1	COLEC11	CRABP2	CTHRC1	CXXC4	CYTH3	DBF4	DCLRE1B	DEPDC1	DEPDC1B	DHX57	DIAPH3	DKKL1	DLG2	DLGAP5	DNAJC12	DPP10	DSN1	DTNB	ECT2	EFEMP1	EFNB2	EMC9	EPB41	EPHA4	EPS8	ESCO2	EVA1A	EYA2	EZH2	FAM83D	FANCA	FANCI	FBN2	FBXO5	FENDRR	FGF13	FHL2	FLNB	FLRT3	FOXF2	FOXM1	FOXP2	FRZB	FST	FZD2	FZR1	GINS2	GPC4	GPR161	GPR37	GPSM3	GRIK2	GTF2IRD1	GTSE1	H1-1	H1-5	H2AC11	H2AC13	H2AC14	H2AC16	H2AC25	H2BC21	H2BC9	H3C2	H4C11	H4C12	HAPLN1	HELLS	HHIP	HHIP-AS1	HJURP	HMGA2	HMGN5	HNRNPA1L3	HOXA4	HSD17B14	HSPA12A	IGFBP2	IL17D	INPP5F	IQGAP2	ISL2	ITGA4	ITGB8	ITPRID2	JAZF1	KIAA1958	KIF11	KIF14	KIF15	KIF18A	KIF18B	KIF20A	KIF22	KIF23	KIF26B	KIF2C	KIF4A	KIFC1	KLHL5	KNL1	KNSTRN	KPNA2	LATS2	LDB2	LDLR	LEF1	LINC01082	LINC02381	LMNB1	LMNB2	LRIG3	LRR1	MAD2L1	MAPK10	MCM10	MCM4	MEIS2	MELK	METTL21A	METTL25	MID1	MID1IP1	MIR99AHG	MKI67	MND1	MOB3B	MSC	MSC-AS1	MSRA	MXD3	MYBL2	NCAM1	NCAPG	NCAPH	NDC80	NEIL3	NETO2	NEURL1B	NKAIN3	NKX6-1	NSG1	NTF3	NTM	NUDT14	NUF2	NUSAP1	OAF	OIP5	OLFML2B	OSR2	PAG1	PAWR	PBK	PCDH17	PDE1A	PDE3A	PDLIM3	PDLIM4	PDXP	PEG3	PGP	PHLDB2	PIM1	PIMREG	PITX1	PITX2	PKMYT1	PLK1	POC1A	PRC1	PRKAR2B	PROM1	PTCH2	PTTG1	PXK	RACGAP1	RAD51AP1	RALGPS2	RARB	REEP3	RGMA	RGS10	RHBDD2	RHNO1	RMI2	SERINC2	SGK1	SGO1	SGO2	SH3BP5	SHISA3	SIPA1L2	SKA3	SLC25A33	SLC2A13	SLC8A1	SPAG5	SPC24	SPC25	SPIN2A	STARD4	SULF1	SYK	SYNPO2	TACC3	TES	THNSL2	THSD4	TK1	TMEFF1	TMEM176A	TMEM176B	TMEM65	TMTC2	TNFAIP6	TNFRSF21	TOP2A	TOX	TPBG	TPX2	TRAIP	TRIB2	TRIO	TRIOBP	TRIP13	TROAP	TUBB2B	TWIST1	TWIST2	UBE2C	UBE2S	UBE2T	UHRF1	VOPP1	XIST	ZFHX4	ZNF804A	ZNF93	ZWINT
HE_LIM_SUN_FETAL_LUNG_C0_MESENCHYMAL_3_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MESENCHYMAL_3_CELL	ADAMTS10	ADAMTS9	ADAMTSL1	ADM	ADRB3	AKR1C2	ALCAM	AMOT	AMOTL2	ANK3	ANOS1	APLP1	ASPN	ASS1	B3GALT6	BCL11A	BEX1	BEX2	BST2	C2orf88	CA10	CADM4	CAMK1D	CCDC102A	CCDC3	CD24	CD74	CDC34	CDC42EP3	CDH2	CDON	CFAP68	CFI	CLCN5	CLUL1	CNTN4	COL11A1	COL25A1	COL26A1	COL2A1	COL9A3	CRABP1	CRABP2	CSRP2	CTHRC1	DACT1	DHRS3	DLK1	DMKN	DOCK11	EBF2	EDN3	EFNA1	EFNA5	EFNB2	EPHA3	EPHA4	EPHA7	EPHB2	EPHB3	FBN2	FBN3	FHL2	FLNB	FLNC	FLRT2	FOXP4	FST	FZD2	GAS2	GATA4	GJA1	GRAMD1A	HGF	HMGA2	HOXA4	IER5L	IGF2-AS	IGFBP2	IGLON5	INHBA	IQCA1	IQGAP2	ITGA5	ITGB8	ITM2A	KCNQ2	KIF21A	KIF26B	KLF7	KRT18	KRT8	LDB2	LIN7A	LINC02381	LRRN1	LY6H	MCC	MEIS2	MEIS3	MIR503HG	MIR99AHG	MMP11	MN1	MPPED2	MXRA5	NET1	NKAIN3	NRXN1	NUDT14	OCIAD2	OLFM2	P3H2	P3H3	PACC1	PDE3A	PDGFD	PDLIM4	PDPN	PDXK	PEG3	PINK1	PITPNC1	PITX2	PLCL1	PODXL2	PRKD1	PRRX1	PTGIS	PTX3	RAC2	RASL11B	RELN	RHOD	RNF207	RPRM	RSPO3	SCUBE3	SERINC2	SERPINF1	SH3BP5	SIGIRR	SLC38A1	SMOC2	SNAI1	SPINT2	SPSB1	STRA6	SULF2	SVIL	SYCE1L	TCEAL5	TECRL	TENM3	TENM4	TES	TIPARP	TM4SF1	TMEFF1	TMEFF2	TMEM132A	TMEM200A	TMEM54	TOMM34	TPBG	TRIO	TUBB2B	TWIST1	UCHL1	WT1	XIST	ZEB1	ZFHX4	ZNF579
HE_LIM_SUN_FETAL_LUNG_C0_MID_AIRWAY_SMC_1_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MID_AIRWAY_SMC_1_CELL	ACTG2	ADAMTS6	ADAMTSL2	ALKAL1	ANO4	ARHGAP6	ARL4A	BCL11A	C16orf89	C3orf70	CDH6	CEP120	CHRDL1	CNN1	COL23A1	DACH2	ENC1	ENTPD1	ENTPD1-AS1	EPCAM	EYA4	FBXL22	FBXO32	FENDRR	FHL2	HHIP	HHIP-AS1	HIPK2	HTRA1	IGF1	IRAG1	ISM1	KCNK3	KCNMB1	KIF26B	KLHL4	LDLRAD4	LIMS2	LMOD1	LRRN1	LTBP2	MTARC1	MTCL1	MYH11	MYL4	MYOCD	NAV2	NGFR	NPB	PCSK5	PDGFC	PLP1	PLPPR4	PLXNA4	PMEPA1	RASL11B	RELB	RHCG	SEMA3C	SEMA6D	SLC16A3	SLC29A3	SPEG	SSC5D	TRAF5	TSPAN2	TYRP1	WFDC1	WNT5A	ZEB1	ZNF536
HE_LIM_SUN_FETAL_LUNG_C0_MID_AIRWAY_SMC_2_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MID_AIRWAY_SMC_2_CELL	ACTG2	ADAM19	ADAMTS5	ADAMTS6	ADAMTS8	ADAMTSL2	ADGRE5	AK4	AKAP1	ALDH1B1	ALDOC	ANKRD37	ANO1	ANOS1	AQP1	ARL4A	ASB2	ATP1A2	BCL11A	BEX1	BHLHE40	BMF	BRINP3	BTC	C16orf89	C1QTNF1	C3orf70	CAP2	CAVIN2	CCDC3	CCDC88C	CCN4	CCND3	CD9	CDC42EP3	CDH13	CDKN1A	CHRDL1	CNN1	COL4A5	COL4A6	COLGALT2	CRELD1	CRIP1	CRISPLD2	CSRNP1	CXADR	DAPK3	DMD	DTNA	DUSP2	DUSP26	EGLN3	ENTPD1	ENTPD1-AS1	EPCAM	ESYT2	FAM43A	FBXL22	FBXO32	FEM1C	FENDRR	FGF18	FHL2	FILIP1L	FLRT2	FNDC1	FOXP2	FOXP4	GADD45G	GALNT18	GBP2	GEM	GLRB	GPR20	GREM2	HHIP	HHIP-AS1	HPSE2	HSPB7	HSPG2	IGF1	IL17B	IL21R	IL4R	INHBA	INKA2	IRAG1	ITGA10	ITGA9	ITPK1	KANK1	KCNA5	KCNK3	KCNMA1	KCNMB1	KIAA0408	KLHL4	LAMA5	LEFTY2	LGR6	LIMS2	LMOD1	LRIG1	LTBP2	MAPKAPK3	MBNL1-AS1	MRGPRF	MSRB3	MTCL1	MYH11	MYL4	MYOCD	NCKAP5	NCOA6	NET1	NNMT	NR4A1	NR4A2	NR4A3	NTN1	P3H2	PARM1	PBXIP1	PCSK7	PDGFC	PDLIM3	PDLIM4	PEDS1	PFKFB3	PLN	PLP1	PLP2	PLXNA4	PMEPA1	PNMT	PPP1R12B	PRKAG2	PTP4A3	RAMP1	RASL11A	RASSF3	RBM38	RCSD1	RGS10	RRAD	SBSPON	SCUBE1	SEMA3C	SEMA3E	SLC16A3	SLC25A4	SLC29A1	SLC2A1	SLC8A1	SLMAP	SMOC2	SORBS1	SPEG	SSC5D	SVIL	SYNC	SYNGR2	SYNPO2	SYT11	TACC2	TCEA3	THAP8	THBS2	THBS3	THSD4	TINAGL1	TM7SF2	TMEM255A	TMEM59L	TNNT2	TNNT3	TOB1	TRAF5	TRANK1	TRIB1	TSPAN18	TSPAN2	TSPAN7	TYRP1	WFDC1	WNT5A	ZBTB16	ZEB1
HE_LIM_SUN_FETAL_LUNG_C0_MID_MESOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MID_MESOTHELIAL_CELL	A1BG	A4GALT	AAGAB	ABCC1	ABHD12B	ABHD17A	ABHD5	ABHD8	ABRACL	ACKR3	ACOT7	ACTC1	ADAM15	ADAM17	ADAM33	ADAMTS3	ADAMTS5	ADAMTS8	ADAMTS9	ADAMTSL4	ADARB1	ADCK2	ADGRB2	ADH1C	ADIRF	AFDN	AFF1	AGAP1	AGAP3	AGFG1	AGRN	AHDC1	AIF1	AIF1L	ALCAM	ALDH1A2	ALDH1A3	ALOX15	AMHR2	AMOTL2	AMPD2	ANK3	ANKRD13B	ANKRD29	ANKRD50	ANOS1	ANXA1	ANXA3	ANXA8	ANXA8L1	AP1G2	AP5Z1	APBB2	APLP1	APOL2	AQP1	AQP3	ARF3	ARHGAP22	ARHGAP23	ARHGAP29	ARL2	ARL4A	ARL8A	ARMC9	ARNT2	ARPC1B	ARRDC1	ARRDC4	ARSA	ARVCF	ASAP3	ASH2L	ASPG	ASPHD1	ASS1	ATF7IP2	ATL1	ATP11A	ATP2C1	ATP6V0E2	ATP7A	ATP9A	AXL	B3GALNT1	B3GNT2	B4GALNT4	B9D1	BAIAP2	BCAR3	BCAS4	BCL3	BCO2	BCR	BDNF	BEX1	BEX2	BICC1	BICDL1	BMP3	BNC1	BNC2	BOK	BST1	BTBD6	BTC	C11orf98	C14orf132	C19orf33	C1GALT1	C1QTNF1	C1R	C1RL	C21orf62	C21orf91	C3	C4A	C4B	C6orf62	CA11	CA2	CA9	CACHD1	CACNA1H	CACNA2D3	CACNB3	CADM2	CADPS2	CALHM6	CALML3	CALML4	CAMK1D	CAPG	CARD16	CARNS1	CASP4	CAV2	CAVIN2	CCDC106	CCDC112	CCDC186	CCDC30	CCDC51	CCDC74A	CCDC74B	CCDC85C	CCN4	CCND3	CCNDBP1	CCPG1	CD22	CD320	CD47	CD55	CD74	CD9	CDC42EP3	CDH2	CDH3	CDK20	CDK2AP2	CDK7	CDON	CDV3	CEP162	CERK	CFAP68	CFB	CFC1	CFC1B	CFH	CFI	CGN	CGNL1	CHCHD6	CITED4	CLCF1	CLDN1	CLDN15	CLIC3	CLPTM1L	CLSTN3	CLUL1	CMTM8	CMYA5	CNTN3	CNTN4	COBLL1	COL11A1	COL18A1	COL26A1	COL2A1	COL4A6	COL8A1	COL8A2	COL9A2	COL9A3	COLGALT2	COMTD1	COQ8B	CPLX1	CPNE2	CPZ	CRABP2	CRACR2B	CRB2	CRIM1	CRIP1	CRLS1	CSDC2	CTIF	CTSD	CTSH	CTTNBP2NL	CTXN1	CXADR	CXXC5	CYB561	CYB561D2	CYB5R2	CYBC1	CYP4B1	CYSLTR1	CYSTM1	CYTOR	DAG1	DBNDD2	DCBLD2	DCTN6	DDR1	DDX19B	DECR2	DEDD2	DHCR24	DHCR7	DHRS1	DHRS12	DHRS3	DIPK1A	DISP1	DLG2	DMKN	DNAH14	DNAJB12	DNAJC22	DNALI1	DOCK11	DOCK9	DOK4	DOK5	DOK7	DPP3	DPP4	DPP7	DSC2	DSG2	DTD1	DTD2	DTX2	DUSP2	DUSP23	DVL3	DYNLT2B	ECHDC2	EDEM2	EDN3	EEIG1	EFEMP1	EFNA1	EFNB2	EFNB3	EGFLAM	EGLN2	EHD4	ELFN1	EML3	EMP1	ENTPD2	ENTPD6	EPB42	EPCAM	EPHA3	EPHA7	EPS8	EPS8L1	EPS8L2	ERAP1	ERAP2	ERBIN	ERO1B	ERRFI1	ETHE1	EXOSC4	FAAH	FABP3	FAM110C	FAM174C	FAM20A	FAM221A	FAM234A	FAM241A	FAM50B	FAM98A	FBN3	FBXL2	FBXW9	FCGR2A	FCHO1	FDXR	FENDRR	FGF13	FGF18	FGF9	FGFRL1	FIG4	FKBP11	FLNB	FLNC	FLRT2	FLRT3	FMO1	FN3K	FNDC1	FOXP4	FRAS1	FREM2	FRY	FSTL3	FUCA1	FXYD7	FZD6	FZD7	GABARAPL1	GADL1	GALNT18	GALNT9	GAS6	GATA4	GATA6-AS1	GBA1	GBP3	GCA	GCHFR	GCLC	GEM	GFPT2	GIT1	GJA1	GKAP1	GLIS2	GLP2R	GLS	GNB5	GOLGA8B	GPC1	GPM6A	GPR137B	GPRC5A	GRB7	GRID2	GRM7	GSDMD	GSDME	GSG1L	H2BC12	HACD1	HACD4	HAGH	HDAC7	HDDC3	HEG1	HEXB	HHIP	HHIP-AS1	HINT3	HMCES	HOOK1	HOXC4	HOXC5	HPGD	HRH2	HSBP1L1	HSD17B14	HSPA12A	HSPB8	HSPG2	HTR2B	HTRA1	HVCN1	IFI27L1	IFI35	IFT140	IFT20	IGFBP2	IGFBP6	IGSF9	IL10RB	IL13RA1	IL17RD	IL1R1	IL6R	INF2	INO80C	INTS5	IQCA1	IQCJ-SCHIP1	IRAK1BP1	IRF7	ITGA3	ITGA6	ITGB5	ITGB8	ITLN1	ITM2A	ITPK1	ITPR3	ITSN2	JMJD8	JOSD1	JUP	KANK1	KCNIP1	KCNT2	KDELR3	KHDRBS3	KIF13A	KIRREL1	KLF13	KLF2	KLF5	KLHL36	KLK10	KLK11	KLK5	KLK8	KNDC1	KRCC1	KRT13	KRT17	KRT18	KRT19	KRT5	KRT8	L3MBTL3	LAMA3	LAMA5	LAMC2	LEPROTL1	LGALS2	LGALS8	LGI2	LIMS2	LINC00665	LINC00842	LINC01018	LINC01133	LINC01550	LINC02381	LLPH	LMNB1	LMO7	LPAR5	LPCAT3	LRATD2	LRRC32	LRRC42	LRRC61	LRRC8A	LRRN1	LRRN4	LRRTM1	LSR	LTBP2	LTC4S	LY6H	LYST	MACROD2	MAG	MAGI1	MAILR	MAMSTR	MANSC1	MAP3K11	MAP3K3	MAP3K8	MBP	MCRIP2	MCUB	MEDAG	MEGF6	MEIS2	MET	METTL21A	MGAT4B	MIB2	MID1	MIEN1	MIF4GD	MINCR	MKNK2	MLLT1	MMEL1	MMP28	MN1	MOGS	MOK	MRGPRF	MRPS17	MSLN	MST1	MT1E	MTHFD2L	MTHFR	MTHFS	MTUS1	MUS81	MVP	MYCBP	MYEF2	MYO19	MYO1C	MYO5B	MYRF	NAAA	NACC2	NADSYN1	NAT8L	NAV2	NBPF20	NBPF26	NBPF9	NCAM2	NCOA7	NCOR2	NDFIP2	NDRG1	NDUFA7	NEDD4L	NELL2	NEO1	NET1	NFATC2	NGEF	NHERF4	NHSL1	NHSL3	NINJ1	NINL	NIPAL3	NLGN3	NLRX1	NMI	NMU	NOL4L	NOMO2	NOP16	NPDC1	NPEPL1	NPNT	NPR1	NPW	NQO1	NRBP2	NRG4	NRXN2	NSG1	NSUN5	NSUN7	NTNG1	NUDT14	NXN	NXPH2	OBSL1	OCIAD2	OLFML2B	OPTN	OSCP1	OSMR	OSTM1	OTUD5	P3H2	P4HA2	P4HTM	PACRG	PAK4	PALS1	PAMR1	PAPPA	PARD3B	PARD6B	PARM1	PARP9	PAWR	PCDHAC2	PCK1	PCLO	PCOLCE2	PCP4	PDE1A	PDE4DIP	PDE7B	PDGFA	PDGFC	PDGFD	PDGFRL	PDLIM4	PDPN	PDXK	PDZD2	PDZK1IP1	PDZRN4	PEG3	PERP	PEX11A	PGF	PGRMC2	PHACTR1	PHC2	PHLPP2	PHYHD1	PHYHIP	PICK1	PIM3	PITPNC1	PKHD1L1	PKIA	PKP2	PLA2G2A	PLAAT3	PLAAT4	PLAUR	PLCB1	PLCE1	PLEC	PLEKHA1	PLEKHA4	PLEKHA7	PLLP	PLP2	PLXNA2	PLXNB1	PNMA8A	PNPLA4	PODN	PODXL	POM121	POMGNT2	PPIL6	PPL	PPP1R16A	PPP1R21	PRELID2	PRKAA2	PRKCI	PRKCZ	PROCR	PROS1	PRR5	PRSS33	PRXL2C	PSMB8	PSMB9	PSMG4	PTAFR	PTDSS2	PTGIS	PTGS1	PTHLH	PTPN14	PTPN18	PTPRE	PTPRF	PTPRQ	PXDC1	PYCARD	PYGL	PYGM	RAB11FIP1	RAB11FIP2	RAB33A	RAB6B	RAB7B	RABGGTA	RAC2	RALGDS	RAP1GAP	RAPGEF3	RASSF7	RBP7	RCHY1	RDH10	REC8	RECK	REEP1	REPIN1	RERG	RFK	RGS10	RGS5	RHOD	RHOU	RHPN2	RIC3	RIN2	RNASE1	RNASE4	RNF141	RNF207	RNF227	RNPEPL1	ROM1	RPRD1B	RPS6KA2	RSPH3	RSPO1	RSPO3	RTN4R	SASH1	SBK2	SBSPON	SCAI	SCAP	SCARB1	SCG5	SCPEP1	SCTR	SDC4	SDSL	SEC11C	SEC14L1	SEMA3B	SEMA3C	SEMA4B	SEMA6A	SERGEF	SERPINB1	SERPINB9	SETDB2	SEZ6L2	SFRP5	SFTPD	SGPL1	SGSH	SH2D4A	SH3BP4	SH3BP5	SH3GLB2	SHTN1	SIGIRR	SINHCAF	SIRPA	SIRT5	SIRT7	SLC10A3	SLC16A1	SLC16A3	SLC16A4	SLC22A18	SLC25A23	SLC25A29	SLC25A4	SLC26A11	SLC26A2	SLC29A3	SLC2A1	SLC30A6	SLC34A2	SLC35A2	SLC38A1	SLC38A10	SLC39A10	SLC48A1	SLC4A2	SLC51A	SLC6A13	SLC7A4	SLC7A7	SLCO3A1	SLITRK4	SLK	SLPI	SLX1A	SMAD3	SMAD6	SMIM1	SMIM11	SMIM27	SMOC2	SMPD3	SMPDL3B	SMTNL2	SNAP47	SNCAIP	SNHG19	SNX8	SORBS2	SOX6	SP1	SP100	SPACA6	SPACA9	SPATA33	SPECC1	SPEG	SPINT2	SPMIP5	SPOCK2	SPR	SPRR2F	SPRYD3	SPRYD4	SPTLC2	SRP19	SRSF8	SSH3	SSX2IP	ST6GAL1	ST6GAL2	STAP2	STAU2	STIM2	STK24	STK26	STRADB	STRBP	STX11	STXBP2	SULF1	SULF2	SVIL	SVIP	SYCE1L	SYNGR2	SYS1	SYT17	TAF10	TAOK2	TAP1	TBC1D17	TBC1D22A	TBC1D9	TBX18	TCAIM	TCEA3	TCEAL2	TCEAL5	TDRP	TEAD4	TENM2	TES	TFPI2	TGFB2	TGFB3	TGM1	THBD	THBS3	THSD4	TKFC	TLCD4	TLE4	TLL1	TM4SF1	TM7SF2	TM7SF3	TMBIM4	TMCO3	TMEM106C	TMEM120B	TMEM132A	TMEM151A	TMEM176A	TMEM176B	TMEM191C	TMEM37	TMEM88	TMEM8B	TMEM9B	TMUB1	TNFAIP8	TNFAIP8L3	TNFRSF12A	TNFSF13	TNIP2	TNNI1	TNNI3	TNNT1	TNNT2	TNXB	TOB1	TOLLIP	TOM1L1	TOMM34	TOR1AIP2	TOX	TPBG	TPD52	TRADD	TRAF5	TRNP1	TSC1	TSPAN13	TSPAN18	TSPAN7	TST	TSTD1	TTLL5	TUBB2B	TUSC2	TVP23A	TYRO3	UBE2Q1	UBE3C	UBTD1	UBXN2B	UBXN6	UCHL1	UNC5B	UNC5B-AS1	UPK3B	USP53	USP9X	VAMP8	VPS13A	VPS18	VSIR	VWA5A	WARS1	WASF1	WFDC1	WFDC2	WNT2B	WRNIP1	WT1	WWC1	WWC2	XPO6	YDJC	ZBTB7C	ZC3HAV1	ZDHHC12	ZDHHC24	ZFPM2	ZFTA	ZMIZ1	ZMYM3	ZNF174	ZNF219	ZNF467	ZNF503-AS2	ZNF512B	ZNF524	ZNF579	ZNF629	ZNF641	ZNHIT2
HE_LIM_SUN_FETAL_LUNG_C0_MYL4_POS_SMC_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MYL4_POS_SMC_CELL	ACTG2	ADAM19	ADAMTS6	ADAMTSL2	AKAP1	ALDH1B1	ALKAL1	ALKAL2	ANOS1	ARL4A	ASB2	ATL2	ATP2A3	B3GALNT2	BCL11A	C3orf70	CACNA1C	CAP2	CARMN	CAVIN2	CD24	CDC42EP3	CDH6	CEP120	CHCHD7	CHRM3	CLSTN2	CNN1	COL12A1	COL23A1	CORO1C	CRTC1	CSRP2	CXCL14	DPP10	ENC1	FBN3	FBXL22	FENDRR	FHDC1	FHL2	FOXP2	FOXP4	FST	GBP2	GNPTAB	GPR20	GREM2	HES6	HHIP	HHIP-AS1	HMGA2	HTRA1	IGF1	IGFBP2	IL17B	IRAG1	ISM1	ITGA11	ITGA5	JPH2	KCNMB1	KIF26B	KLF7	KREMEN2	KRT8	LIMS2	LINC00472	LMOD1	LRIG1	MIR503HG	MIR99AHG	MPPED2	MSRB3	MTCL1	MYH11	MYL4	MYOCD	NET1	NFATC1	NHSL3	NKD1	NOG	NRG2	OCIAD2	PAQR4	PDGFC	PDLIM4	PMEPA1	PRKAG2	PSAT1	RALGPS2	RAMP1	RASL11B	RBM38	RHCG	RIMS1	SBSPON	SCD	SEMA3C	SLC25A4	SLMAP	SMOC2	SMTNL2	SORBS1	SPEG	SPOCK3	SPSB1	SSC5D	SYNPO2	TACC2	TES	TMEM59L	TNFRSF12A	TNNI1	TNNT2	TOX	TRAF5	TSPAN18	TSPAN2	TUBB2B	TYRP1	WFDC1	ZEB1
HE_LIM_SUN_FETAL_LUNG_C0_MYOFIBROBLAST_1_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MYOFIBROBLAST_1_CELL	ACTG2	ADAMTSL2	ANO4	ARHGAP6	C1QTNF5	CPED1	CT45A1	CT45A10	CT45A2	CT45A3	CT45A5	CT45A6	CT45A7	CT45A8	CT45A9	CTXND1	CXCL14	DACH2	ENC1	ETV5	EYA4	FENDRR	HTRA1	IGF1	IGSF1	INTS6L	JCAD	KCNK17	LEF1	MID1IP1	MMGT1	MSANTD4	MT1E	MT1X	MTUS1	MYH11	MYOCD	NKD1	NOTUM	PAG1	PCSK5	PLPPR4	PRAG1	PROM1	PTCH1	PTGER2	RAI2	RASL11B	REEP1	RGN	RHCG	RNF43	SEMA3C	SLC26A2	SLC4A4	SLC9A6	SLFN12L	SNAI1	STC1	SYT1	SYT17	TAB2	THBD	TMEM100	TPST2	WNT11	WNT5A	ZEB1	ZNF536
HE_LIM_SUN_FETAL_LUNG_C0_MYOFIBROBLAST_2_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MYOFIBROBLAST_2_CELL	ABR	ACTG2	ADAMTSL2	ALKAL1	ANO1	ANO4	ARHGAP6	ATP6V0E2	C16orf89	C1QTNF5	C1QTNF7	COL12A1	COL24A1	COL27A1	CPZ	CT45A1	CT45A10	CT45A2	CT45A3	CT45A5	CT45A6	CT45A7	CT45A8	CT45A9	CTXND1	CXCL14	DACH2	ENC1	EOGT	ETV5	EYA4	FAM118A	FBXL22	FENDRR	FGF18	HTRA1	IGF1	IGSF1	IL21R	ISM1	ITGA9	ITPK1	ITPRIPL2	JCAD	KCNK17	KCNK5	LEF1	LRP4	LRRTM1	LTBP2	MCTP2	MMGT1	MPP1	MT1E	MT1X	MTARC1	MYH11	MYOCD	NEDD9	NKD1	NOTUM	NRCAM	PAG1	PCSK1N	PCSK5	PCSK7	PLEKHG1	PLPPR4	PLXNA2	PLXNA4	PRAG1	PTGER2	RAI2	REEP1	RGCC	RGN	RUNX1	SCG5	SEMA3C	SERPINE1	SLC26A2	SLC4A4	SLC9A6	SLCO2A1	SMIM3	SNED1	SORT1	SSC5D	STC1	STK17A	SYNDIG1	SYT1	TBX5-AS1	THBD	TMEM100	TPST2	TSPAN2	TYRP1	VSNL1	WIF1	WNT11	WNT5A	ZEB1	ZNF536
HE_LIM_SUN_FETAL_LUNG_C0_MYOFIBROBLAST_3_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_MYOFIBROBLAST_3_CELL	ADAMTSL2	C16orf89	C1QTNF5	CTXND1	CXCL14	DACH2	ENC1	ETV5	FAM118A	IGSF1	KCNK17	LINC00839	MCTP2	MT1E	PLPPR4	PRAG1	PROM1	PTGER2	PTHLH	RGN	SAMD5	SLC26A2	SLFN12L	SNED1	STC1	SYT1	TPST2	VSNL1	WIF1
HE_LIM_SUN_FETAL_LUNG_C0_PERICYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_PERICYTE	A1BG	ABCC9	ABTB1	ADAMTS5	ADAMTS9	ADAMTSL3	ADCY3	ADGRD1	ADGRF5	AFAP1L2	AGRN	ALDH1A2	ANGPT2	ANKRD44	APLNR	ARHGAP26	ARHGAP29	ARHGAP42	ARHGDIB	ARHGEF12	ARHGEF17	ARID5A	BCAS3	BTBD3	C1QTNF5	CAMK1D	CAV2	CCDC102B	CCDC3	CDC42EP2	CDH6	CHRD	CLIP1	CNTN4	COL18A1	COL5A3	COX4I2	CRISPLD2	CSPG4	CXCR4	CYGB	CYP4X1	CYSTM1	CYTH3	CYTOR	DBNDD2	DENND2A	DGKH	DGKZ	DMD	DOCK6	DUSP4	DYRK2	EBF1	ECE1	EGFLAM	ENDOD1	EPAS1	EPS8	ESAM	ETS1	FHL5	FKBP5	FOXS1	GAS6	GJA4	GJC1	GMFG	GPM6B	GPR183	GPX3	GRK3	GRP	GUCY1A2	HACD4	HES1	HES4	HEYL	HIGD1B	HOXB-AS1	HRC	HRH2	HSPA2	IGFBP2	IMPA2	INPP4B	ISG15	ITGA4	ITPRIPL2	KCNJ8	KCNK17	KCNK3	KCNS3	KCP	KIAA0040	KITLG	KLHDC8B	KLHL23	LAMC3	LIN7A	LINGO1	LRRC32	LRRC4B	MAP2	MAPT	MARK1	MASP1	MCAM	MCTP2	MEF2C	MGLL	MIR4435-2HG	MLLT3	MOCS1	MT1E	MT1X	MTSS2	MTUS1	MYO3A	MYOF	NAB1	NBEA	NCK2	NDRG1	NDUFA4L2	NECAB1	NEURL1B	NGFR	NOTCH3	NPR3	NRGN	NTRK3	OLFM2	OLFML2B	P2RY14	PAG1	PAWR	PCDH1	PDE3A	PDLIM5	PDZD2	PEAR1	PERP	PHLDB3	PKNOX2	PLCB1	PLCE1	PLEKHA2	PLEKHG3	PLEKHH3	PLXDC1	PPFIBP2	PRKCA	PTEN	RAPGEF5	RASD1	RASL11A	RCSD1	REM1	RERG	RFTN1	RGS5	RPS6KA2	RRAD	RRAS2	RXRG	SEMA5A	SEMA5B	SEMA6D	SEPTIN4	SERPINI1	SEZ6L2	SH2D3C	SH3KBP1	SLC35B3	SLC7A2	SMIM3	SNRK	SPRY4	SRSF8	STARD9	SYTL2	TANC1	TES	TESC	TINAGL1	TMEM204	TNFRSF21	TPPP3	TRIB2	TRPC6	TRPV2	VASP	VSNL1	WFDC1
HE_LIM_SUN_FETAL_LUNG_C0_RESTING_CHONDROCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_RESTING_CHONDROCYTE	ACAN	ART3	BMPR1B	C1GALT1	C1QTNF3	CAPN6	CDC42EP3	CDH7	CFH	CHAD	CHADL	CHST11	CNMD	COL11A1	COL11A2	COL12A1	COL15A1	COL24A1	COL27A1	COL2A1	COL8A2	COL9A1	COL9A2	COL9A3	CPM	CRISPLD1	CSGALNACT1	CSPG4	CTHRC1	CXXC5	CYP26B1	DAAM2	DHRS3	DLK1	DOCK8	ENPP1	EPYC	FGFBP2	FGFR2	FGFR3	FGFRL1	FIBIN	FLNB	FRY	FRZB	GDF5	HAPLN1	HMGCLL1	HSPA6	IGF2-AS	IL16	ITGA10	ITGB5	ITM2A	KLF5	KLHL13	LINC00511	MATN1	MATN3	MATN4	MIA	MIOS	MMP16	MPZL2	NEDD4	NEDD9	NOG	NRK	PCOLCE2	PDE4DIP	PDPN	PEG3	PENK	PRDM16	PRELP	PRKCD	PRRX1	PYGL	RARG	RFLNA	RNF144B	S100A1	S100B	SCARB1	SCUBE3	SDK2	SLC29A1	SLC2A1	SNAI1	SNORC	SORBS2	SOX5	SOX6	SOX8	SOX9	STEAP1	STK26	SUSD5	SYT8	TENM3	THSD4	TNFRSF11B	TRAPPC8	TRIM9	TRPV4	TTYH1	UCMA	WFDC2	WIF1	WWP2	YPEL2
HE_LIM_SUN_FETAL_LUNG_C0_VASCULAR_SMC_1_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_VASCULAR_SMC_1_CELL	ABCC9	ABTB1	ADCY5	ADGRF5	ADGRL3	ALCAM	ARHGAP15	ARHGAP29	ARHGDIB	ARID5A	B3GNT2	BCAR3	BTBD3	CAP2	CAV2	CCDC102B	CDH6	CNNM2	CNTN4	COL18A1	COL26A1	COX4I2	CRIP1	CRISPLD2	DBNDD2	DGKG	DGKZ	EBF1	ENTPD1	EPAS1	ESAM	FGF13	FILIP1L	FOXS1	FRZB	FST	GAS6	GATM	GEM	GJA4	GPR183	GPX3	GRP	HES4	HEY2	HEYL	HIGD1B	HOXB-AS1	HRH2	HSPA2	INPP4B	ITGA11	ITGA4	ITGA7	JAG1	KCNJ8	KCNS3	KIAA0040	KRT18	LASP1NB	LGI4	LMOD1	LRRC32	LTBP2	LUZP2	MAP2	MAP3K7CL	MARK1	MCAM	MCTP2	MEF2C	MEGF6	MGLL	MLLT3	MOCS1	MRGPRF	MYH11	NAB1	NBEA	NEURL1B	NIBAN1	NOTCH3	NPR3	NRGN	NTN4	NTRK3	OLFM2	OLFML2B	PAPPA	PDE3A	PDGFA	PDLIM3	PDLIM5	PEG3	PERP	PGM5P3-AS1	PLCE1	PLEKHG3	PLXDC1	PRELP	RAP2A	RASL11A	RCSD1	REM1	RERG	RFTN1	RIPOR2	RRAD	SEMA5A	SEMA5B	SEPTIN4	SERPINI1	SGCA	SH2D3C	SPON2	SYTL2	TINAGL1	TM4SF1	TPPP3	TRIB2	TRPC6	TTYH1	WFDC1	ZHX2
HE_LIM_SUN_FETAL_LUNG_C0_VASCULAR_SMC_2_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C0_VASCULAR_SMC_2_CELL	ABR	ACAN	ACTG2	ADGRE5	ADIRF	AFAP1L2	AIF1L	ALCAM	ALDH1A2	ALDOC	ANOS1	ARHGAP29	ARHGDIB	ARHGEF7	ARID5A	ATP1A2	B3GNT2	BCAR3	BCAS3	BTC	C1QTNF1	CAP2	CASQ2	CAV2	CDH13	CDH6	CHST7	CNNM2	COL18A1	COL8A1	COX4I2	CRIP1	CSPG4	CSRP2	CTNNA3	CTXN1	DBNDD2	DGKH	DGKZ	DMPK	EBF1	EFNB2	ENTPD1	EPAS1	ESAM	EXD3	FAM241A	FGF13	FILIP1L	FJX1	FOXS1	FRK	FRY	FRZB	GATM	GJA4	GPRC5C	GRP	HACD1	HES4	HEY2	HEYL	HIGD1B	HIP1	HMCN1	HOXB-AS1	HRC	HRH2	HS3ST1	HSPA2	HSPB7	IGFBP2	IL17B	IL17RE	INHBA	INPP4B	ITGA4	ITGA7	JAG1	KCNA5	KCNC4	KCNS3	KLHL23	LASP1NB	LDB3	LGALSL	LIMS2	LIX1	LMOD1	LRRC32	MAMDC2	MAP3K7CL	MARK1	MCAM	MED14	MEF2C	MEGF6	MOCS1	MSRB3	MTHFD2	MYH11	MYOCD	MYOM2	MYOZ1	NAB1	NDUFA4L2	NET1	NIBAN1	NOL3	NOTCH3	NRGN	NRIP2	NTF3	NTN4	NTRK3	OLFML2A	OLFML2B	PARM1	PDE3A	PDGFA	PDLIM5	PEG3	PERP	PGM5P3-AS1	PGM5P4-AS1	PHLDB2	PI15	PLCE1	PLEKHG3	PLN	PLP2	PLXDC1	PPFIBP2	RAPGEF5	RASD1	RASGRP2	RASL11A	RCAN2	RCSD1	RERG	RGS16	RGS5	RIPOR2	RRAD	SEMA5B	SEPTIN4	SEPTIN5	SERPINI1	SGCA	SIPA1L2	SLC8A1	SPTB	SUSD5	SYNGR2	TBC1D1	TESC	THSD4	TINAGL1	TLCD5	TM4SF1	TMEM51	TNNT2	TP53I11	TRPC6	TSPAN2	TTYH1	VAT1L	WFDC1	WWP2	ZHX2	ZNF385B
HE_LIM_SUN_FETAL_LUNG_C1_AT1_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_AT1_CELL	ABCA1	ABCA8	ADIRF	ALDH3B1	ANXA1	AQP5	BANCR	CAV2	CAVIN1	CLIC5	COL4A3	COL4A4	COL8A1	CRYAB	CYBRD1	EHD2	FAM20A	FILIP1	HTRA1	ICAM1	ICAM4	IL18	ITGB6	KRT4	MMP28	MSLN	NMU	NRP2	PHACTR1	PKDCC	PLLP	RIN2	SEMA5A	SFTPD	SLC2A3	SLC39A8	ST6GALNAC5	STOM	SUSD2	TGFBI	TUBB6	UPK3B
HE_LIM_SUN_FETAL_LUNG_C1_CLUB_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_CLUB_CELL	AARD	AGR3	ANXA1	ARFGEF3	ARHGEF38	BHLHE40	C3	CA8	CAPS	CCNO	CFH	CFHR1	CLIC5	CP	CRIM1	CRTAC1	CTSW	CYP2B6	DPYD	EHF	ELAPOR1	EPAS1	ERP27	FCGR2A	FMO2	GRHL1	HLA-B	HS3ST1	IFITM1	ISG20	KDR	KLK10	KLK11	KRT7	LIPH	LMO3	MET	MLPH	MUC20	NDUFA4L2	NEGR1	NIBAN1	NXPH4	PAG1	PAPSS2	PRSS12	RHOV	ROBO2	RUNX1	S100P	SCGB1A1	SCGB3A1	SCNN1B	SCNN1G	SERPINA1	SERPINI1	SFTA1P	SIX1	SLA	SLPI	SMIM22	SPARCL1	SPINK1	SPINK5	SPNS2	ST6GALNAC1	STEAP4	SULT2B1	TMC5	TRIM22
HE_LIM_SUN_FETAL_LUNG_C1_EARLY_AIRWAY_PROGENITOR_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_EARLY_AIRWAY_PROGENITOR_CELL	ABCG1	ADM	ALPL	ASCL1	CAMK1D	CDH2	CRH	CTNND2	CYTL1	FRMD3	FSTL5	GABRA1	GADD45G	GPC3	GRHL1	H3-5	HS3ST1	HSPA6	IGDCC3	INSIG1	LYPD6B	MEG3	MITF	MOXD1	MTTP	NR2F2-AS1	OPRK1	PCDH17	PHLDA1	PLPP2	RP1	SCD	SPTSSB	SRGAP1	TBX1	TMEM178A	TMEM47	TOX3	XIST	ZMAT4
HE_LIM_SUN_FETAL_LUNG_C1_EARLY_STALK_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_EARLY_STALK_CELL	ABCC1	ABHD3	ACAP3	ACOT7	ACVR1B	ADAMTS7	ADM	AEN	AGPAT4	AIFM2	ALDH1B1	ALPL	ALYREF	ANK2	ANLN	ANO8	APBA2	APLP1	APOA1	APOC1	ARG2	ARHGAP11A	ARHGAP19	ARHGAP22	ARHGEF39	ARID3B	ARRDC1-AS1	ASF1B	ASPM	ATAD2	ATAD3A	ATAD5	ATP11C	ATP2A1-AS1	AURKA	AURKB	BAG2	BFSP1	BIRC5	BLM	BORA	BRCA1	BRCA2	BRI3BP	BRIP1	BUB1	BUB1B	BYSL	C14orf132	C5orf34	C6orf141	C6orf226	CADM2	CADM4	CAPN6	CBS	CBX2	CCDC150	CCDC18	CCDC34	CCDC9	CCNA2	CCNB2	CCNE2	CCNF	CCNJ	CCNJL	CCNQ	CCNYL1	CD200	CD83	CDC20	CDC25A	CDC25B	CDC25C	CDC45	CDC6	CDC7	CDCA2	CDCA3	CDCA5	CDCA8	CDH6	CDK1	CDKN3	CDO1	CDT1	CENATAC	CENPA	CENPE	CENPF	CENPH	CENPJ	CENPK	CENPL	CENPM	CENPN	CENPO	CENPP	CENPU	CENPW	CEP128	CEP55	CEP57L1	CFAP119	CFAP20DC	CHAF1A	CHAF1B	CHEK1	CHEK2	CHRNA5	CHST6	CIP2A	CITED4	CKAP2L	CLEC11A	CLSPN	CNFN	CNTNAP2	COCH	COL1A2	COL26A1	COL9A1	CORO1C	CPXM1	CRABP1	CRISPLD2	CSNK2A3	CTHRC1	CTNND2	CTPS1	CTSV	CTU1	CTXN1	CYTH3	DDB2	DDC	DDX11	DEPDC1	DEPDC1B	DERL3	DHFR	DIAPH3	DKK3	DLEU2	DLGAP5	DLX3	DNA2	DONSON	DSCC1	DSN1	DTL	DUSP8	E2F1	E2F5	E2F7	ECT2	EDIL3	EEF2KMT	EFNB1	ELAVL4	ELOVL6	EME1	ERI1	ESCO2	ESPL1	ETNK2	EXO1	EXOSC6	F2R	FADS2	FAM111B	FAM216A	FAM83D	FANCA	FANCB	FANCD2	FANCG	FANCI	FAT3	FAXC	FBXL19	FBXO5	FEN1	FGD6	FGF13	FGFR1	FIRRM	FJX1	FOXM1	FREM3	FSD1	FSD1L	FUOM	FZD4	GADD45A	GADD45G	GALNT16	GALNT6	GAS2	GAS2L1	GAS2L3	GASK1B	GCH1	GEMIN2	GINS1	GINS4	GJC1	GLB1L2	GLCE	GLDC	GMPPB	GNPNAT1	GPC2	GPSM2	GPX3	GRB10	GREB1	GRK6	GSTCD	GTSE1	GUCY1A2	GYPC	H1-1	H2AC11	H2AC13	H2AC14	H2AC20	H2BC11	H2BC9	H3-5	H3C12	H3C14	H3C15	H3C2	H3C8	HAUS8	HBEGF	HDC	HES6	HIC2	HJURP	HMMR	HMSD	HNRNPA1L3	HOMER3	HRH2	HROB	HSD17B14	HSPA2	HSPA4L	HSPA6	HSPB8	HUNK	ICA1L	IGDCC3	IHH	IL17RD	ILDR2	INCENP	INSIG1	IQCJ-SCHIP1	JAM3	KCMF1	KCNMB4	KCNN1	KDM2B	KHDRBS3	KIF11	KIF14	KIF15	KIF18A	KIF18B	KIF20A	KIF21B	KIF23	KIF2C	KIF3C	KIF4A	KIFC1	KIT	KLHL5	KNL1	KNSTRN	KNTC1	LAMA1	LARP6	LDLR	LDLRAD3	LIMK1	LIN28B	LIN52	LINC01224	LINC01315	LINGO1	LIX1	LOXL1	LOXL3	LRATD1	LRP2	LRR1	LRRC20	LRRC49	LTBP1	MAD2L1	MAN1A1	MAP1B	MAP7D1	MASTL	MCM10	MCM4	MCM6	MCM8	MDC1	MELK	MEX3D	MICA	MKI67	MMP16	MMS22L	MND1	MOCS1	MPV17L2	MPZ	MSANTD3	MSI1	MTA1-DT	MTHFD1L	MTHFD2	MVK	MXD3	MYBL2	MYCN	MYO9B	NCAPD2	NCAPG	NCAPG2	NCAPH	NDC1	NDC80	NDE1	NEIL3	NEK2	NES	NEURL1B	NEXN	NFE2L3	NIBAN1	NLRP1	NPM3	NPPC	NR2F2-AS1	NRXN3	NUAK1	NUDT11	NUF2	NUP205	NUP62CL	NUSAP1	OIP5	ORC1	ORC6	PACC1	PAIP2B	PAQR4	PAQR5	PARD6G	PARD6G-AS1	PARPBP	PARVB	PASK	PBK	PCDH17	PCDH18	PCGF6	PCLO	PCSK4	PCYT2	PDE7A	PDF	PDXP	PGAM4	PGAM5	PGP	PHLDA1	PHYHIPL	PIF1	PIM1	PIMREG	PKMYT1	PKN3	PLA2G3	PLAUR	PLCB3	PLCL2	PLEKHA8	PLK1	PLK4	PLXDC2	PMAIP1	PNMA3	POC1A	POLA1	POLA2	POLE	POLE2	PPM1L	PPP1R14A	PRADC1	PRELID3A	PRIM1	PRIM2	PRKAR2B	PRKCA	PRR11	PRTG	PSMC3IP	PSME4	PSRC1	PUDP	PYGL	RAB11FIP4	RACGAP1	RAD51AP1	RAD54B	RAD54L	RAD54L2	RANGAP1	RARRES2	RBL1	RBPMS2	RCOR2	RECQL4	RELT	RFC4	RFC5	RFWD3	RFX6	RIPPLY3	RMI1	RND1	RND2	RND3	RNF144A	RNF175	RRM2	RRS1	RTKN2	RTTN	SACS	SALL4	SANBR	SARDH	SCD	SERAC1	SERPINE2	SFMBT1	SFR1	SFXN5	SGK1	SGO1	SGO2	SH3PXD2B	SHCBP1	SHISAL2B	SKA1	SKA3	SLC12A5	SLC16A14	SLC27A2	SLC29A1	SLC39A14	SLC5A3	SLC5A6	SLC6A8	SLF1	SMIM10	SNAI1	SPA17	SPAG5	SPC24	SPC25	SPDL1	SPECC1	SPINDOC	SREBF1	SRSF12	SSX2IP	ST8SIA2	STARD9	STIL	STON2	STOX1	STRA6	STXBP6	SUV39H1	SUV39H2	SYNJ2	SYT11	TACC3	TAF5	TCEAL7	TCF7	TDP1	TEAD4	TEDC1	TEDC2	TENT5B	TESMIN	TFRC	THNSL2	TICRR	TIGAR	TIMELESS	TIPIN	TK1	TMEFF1	TMEM178A	TMEM37	TNFAIP3	TNFAIP8L1	TONSL	TOP2A	TOPBP1	TPM2	TPX2	TRAIP	TRIP13	TRMT6	TRNP1	TROAP	TSPAN2	TSPAN5	TTF2	TTI2	TTK	TTLL5	TTR	TUBB3	TUBB4A	UACA	UBE2C	UBE2T	UHRF1	UQCRHL	USP43	USP49	VAV3	VCAN	VRK1	WASF1	WDHD1	WDR76	WDR86	XRCC2	XRCC3	XXYLT1	YKT6	ZGRF1	ZNF442	ZNF695	ZNF724	ZNF730	ZNF788P	ZNF850	ZSWIM6	ZWILCH
HE_LIM_SUN_FETAL_LUNG_C1_EARLY_TIP_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_EARLY_TIP_CELL	ACOT7	ACVR1B	ALPL	APOA1	APOC1	ARG2	AURKB	BEX1	BIRC5	C5orf34	C6orf141	CBS	CCNA2	CCNB2	CDC20	CDC45	CDC6	CDCA3	CDCA5	CDCA8	CDK1	CEACAM21	CENPE	CENPF	CENPH	CENPM	CENPN	CENPU	CENPW	CHAF1A	CHEK1	CHST6	CIP2A	CLSPN	CNFN	COL26A1	COL9A1	CPXM1	CTNND2	CTPS1	CTXN1	DEPDC1B	DLGAP5	DNA2	DSCC1	E2F1	FADS2	FAM83D	FANCA	FANCD2	FBXO5	FGF13	FIRRM	FOXM1	GADD45G	GALNT6	GAS2	GINS4	GLDC	GPC2	GTSE1	GUCY1A2	GYPC	H1-1	H2AC13	H2BC9	H3C15	H3C2	HAGLROS	HDC	HNRNPA1L3	HSPA2	HSPA6	HSPB8	IHH	KCNN1	KIF14	KIF20A	LAMA1	LINC00511	LINC01224	LINC01315	LINGO1	LOXL3	MAD2L1	MASTL	MCM10	MCM4	MCM6	MELK	MND1	MPZ	MYBL2	NCAPH	NES	NUDT11	NUF2	NUSAP1	ORC6	PARD6G-AS1	PBK	PCDH17	PGP	PIMREG	PKN3	PLK1	PMAIP1	POC1A	PRKCA	PSMC3IP	RAD54L	RFX6	RND2	RNF175	SCD	SERPINE2	SGO1	SHISAL2B	SLC12A5	SNAI1	SPC24	SPC25	ST8SIA2	STRA6	SYT11	TACC3	TCEAL7	TK1	TMEFF1	TOP2A	TPM2	TPX2	TRAIP	TRIP13	TSPAN2	TTR	TTYH1	TUBB3	UBE2C	UBE2T	UHRF1	UQCRHL	VCAN	WASF1	ZWINT
HE_LIM_SUN_FETAL_LUNG_C1_GHRL_POS_NEUROENDOCRINE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_GHRL_POS_NEUROENDOCRINE_CELL	A1CF	A4GALT	ABCC8	ACSL1	AMPH	ANK2	ANKH	APLP1	ARFGEF3	ARHGEF26	ARX	ATP2A3	BACE1	BTBD17	C21orf58	CA8	CACNA2D1	CACNB2	CACNG4	CADPS	CALY	CAMK2B	CASZ1	CD200	CDH10	CDHR3	CELF3	CEP126	CFC1	CFC1B	CHGA	CHGB	CLDN5	CLIP3	CNIH2	CNNM1	CNTNAP2	COL12A1	CPLX2	CXXC4	DIRAS2	DNAJC12	DPP10	DST	ELAPOR1	EYA4	FFAR4	FSTL5	GABRB3	GHRL	GNAO1	GNG2	GPBAR1	GPC6	GPRIN3	GPX3	HEPACAM2	HES6	HIVEP3	HLA-B	IL1RAP	INHBA	INSM1	ISL1	JAKMIP2	KCNH2	KCNH6	KCNJ6	KIF1A	KLHL32	LINC00261	LY6H	LYSMD2	MAB21L4	MAFB	MAP1B	MAPK8IP1	MAPK8IP2	MAPRE3	MATN2	MIR7-3HG	MMRN1	MS4A8	NAAA	NEURL1	NEUROD1	NKX2-2	NLRP1	NPDC1	NRXN1	NSG2	PAPSS2	PCSK1	PCSK2	PDE8B	PEX5L	PGAM2	PLPPR2	PNMA2	PPP1R1A	PROC	PROX1	PSD	PTPRN	QPCT	RAB26	RAB3B	RAP1GAP2	RAPGEF4	RASA4	RASA4B	RFX6	RGS17	RGS4	RIC3	RIMBP2	RIMS2	RNF128	RTN1	RUNDC3A	RUNX1T1	SCG2	SCG3	SCGN	SEMA3A	SEZ6L2	SLC12A5	SNAP25	SNCA	SPTSSB	SRRM4	SSTR2	ST8SIA3	STMN2	STMN3	STX1A	SV2B	SYP	SYT11	SYT4	SYT5	TAGLN3	TCEAL2	THSD4	TMEM176A	TMEM176B	TMEM51	TNFRSF21	TRNP1	TSPAN7	TTR	UNC80	VSTM2L	VTN	VWA5B2
HE_LIM_SUN_FETAL_LUNG_C1_GHRL_POS_NE_PRECURSOR_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_GHRL_POS_NE_PRECURSOR_CELL	A4GALT	AAK1	ABCA2	ABCA5	ABCC8	ABLIM2	ACAP3	ACOT7	ACSL1	ACTL6B	ADCY2	ADGRG1	ADGRL1	AGBL4	AKT3	AMPH	ANK2	ANKH	AP1AR	APLP1	APPAT	ARFGEF3	ARHGAP32	ARHGEF10L	ARHGEF11	ARHGEF26	ARHGEF4	ARX	ASCL1	ASCL2	ATP2A3	BACE1	BAHD1	BAIAP3	BCORL1	BEND7	BEX1	BEX5	BIK	BTBD17	C14orf132	C15orf48	C21orf58	CA8	CACNA1A	CACNA1H	CACNA2D1	CACNB2	CACNG4	CADPS	CALY	CAMK1D	CAMK2B	CAPN15	CASZ1	CBFA2T3	CCDC28B	CCSAP	CD200	CDCP1	CDH10	CDHR3	CDKN2D	CELF3	CENPF	CENPS	CEP126	CERS6	CFC1	CFC1B	CHGA	CHGB	CIDEB	CLDN5	CLIP3	CLN8	CNIH2	CNNM1	CNTN1	CNTNAP2	COL12A1	CRMP1	CRYM	CTXN1	CXXC4	CYTH3	DACH1	DACH2	DCHS1	DCX	DDC	DDN-AS1	DEF8	DEPP1	DGKZ	DIRAS2	DLG5	DLL3	DLL4	DNAJC12	DNAJC5	DOCK11	DOP1B	DPP10	DPYSL3	DRAIC	DST	DUSP18	DUSP26	DUSP4	EFCAB11	ELAPOR1	ELAVL4	EMB	ENO2	EPHA4	EXTL3	EYA4	FAM110B	FAM131A	FAM171A1	FAM215B	FAM222A	FAM227A	FBXO44	FBXO6	FFAR4	FGF14	FLVCR1	FOXA3	FSTL5	FUT9	GABRB3	GAL3ST1	GALNS	GCH1	GDAP1	GHRL	GIPR	GIT1	GLYCTK	GNAO1	GNG2	GOLGA6L9	GPATCH11	GPBAR1	GPC6	GPR160	GPRIN3	GPX3	GRIK5	GRK3	GRP	HEPACAM2	HES6	HIC2	HIRA	HORMAD2-AS1	HSD11B1L	HTR2C	ICA1L	IGFBP3	INHBA	INSM1	INSR	IQSEC1	IRS1	ISL1	ITGB8	ITPR1	JAKMIP2	JAM3	JRK	KAT2B	KCNH2	KCNH6	KCNJ11	KCNJ6	KCNMB2	KCNN3	KIF19	KIF1A	KL	KLC2	KLF12	KLF16	KLHL3	KLHL32	LARP6	LCMT2	LIN7B	LINC00261	LINC00342	LINC01315	LINC01574	LINGO1	LRFN4	LRP11	LRRC24	LSS	LY6H	LYSMD2	LYST	LZTS3	MAB21L4	MADD	MAMDC4	MAMLD1	MAP1B	MAP2	MAP4K2	MAP6	MAP7D3	MAPK15	MAPK8IP1	MAPKBP1	MAPRE3	MARK1	MAST1	MATN2	MCF2L	MEGF9	MFSD6	MGAT3	MICAL3	MIR7-3HG	MMP25-AS1	MMRN1	MS4A8	MSI1	MTMR7	MVB12B	NAAA	NACAD	NAP1L5	NAV1	NBEA	NCALD	NCAM1	NDRG4	NEURL1	NEUROD1	NKX2-2	NLGN1	NLRP1	NLRP2	NOL4	NPDC1	NPIPA1	NPIPA5	NPIPB4	NRCAM	NRG1	NRXN1	NSG2	NSMF	NT5DC3	NUAK1	NUMBL	OPTN	ORAI2	PALM	PAPSS2	PARD6A	PCDH17	PCLO	PCSK1	PCSK2	PDE2A	PDE8B	PFKP	PGAM2	PKD1	PLCXD2	PLEKHH1	PLPPR2	PLXNC1	PNMA2	POU2F2	PPFIA3	PPIP5K1	PPP1R1A	PPP2R5B	PPP6R1	PRADC1	PRDM16-DT	PRKCE	PROC	PROX1	PRXL2C	PSD	PTPRN	PTPRN2	QPCT	QSOX2	RAB26	RAB3B	RALGDS	RAP1GAP2	RAPGEF4	RASA4	RASA4B	RASD1	RBM11	RCN3	RCOR2	REEP2	RFX2	RFX6	RGS11	RGS17	RGS4	RGS7	RHOU	RIC3	RIMBP2	RIMKLA	RIMS2	RIPPLY3	ROBO2	RPRM	RPS21-DT	RTL5	RTN1	RUNDC3A	RUNX1T1	SAP30L	SCAMP5	SCG2	SCG3	SCG5	SCGN	SCN3A	SCRN1	SDC3	SDK1	SEMA3A	SERP2	SEZ6L2	SGPL1	SHISAL2B	SLC12A5	SLC29A4	SLC38A11	SLC4A3	SLC6A8	SLC7A5	SLCO3A1	SMIM6	SMOC1	SNAP25	SNCA	SOBP	SPECC1	SPIRE2	SPR	SPTBN2	SPTSSB	SRGAP1	SRGAP3	SRRM4	SSTR2	ST6GALNAC5	ST8SIA3	STK32A	STMN2	STMN3	STON2	STX1A	STX2	STXBP1	SV2A	SYNJ2	SYNJ2BP	SYP	SYT11	SYT13	SYT5	SYT7	TAGLN3	TBC1D24	TBL1X	TCEAL2	TCEAL5	TCEAL7	TESK1	TEX2	THBS3	THSD4	TMED8	TMEFF1	TMEM178A	TMEM198	TMEM51	TMEM65	TNFRSF21	TNFRSF25	TOM1L2	TOX	TP53INP1	TPST2	TRAF3	TRAM2	TRIM3	TRNP1	TSPAN7	TTC39A	TTC9	TTLL7	TTR	TUBB3	TUT1	UNC80	USP27X	USP41P	VGF	VPS33A	VSTM2A	VSTM2L	VWA5B2	WASF1	WNK2	ZBTB18	ZDHHC14	ZDHHC8	ZFHX2	ZFTA	ZNF646	ZNF793-AS1
HE_LIM_SUN_FETAL_LUNG_C1_INTERM_NEUROENDOCRINE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_INTERM_NEUROENDOCRINE_CELL	A4GALT	ABCA5	ABCC8	ACSL1	ACTL6B	ADAM28	ADCY1	ADCY2	ADGRG1	AK5	AMPH	ANK2	ANKH	AP3B2	APLP1	ARFGEF3	ARHGEF26	ARK2C	ASCL1	ASCL2	ATP2A3	BAALC	BACE1	BAIAP3	BCL2	BICDL1	BIK	BRSK2	BTBD17	C21orf58	CA8	CACNA1A	CACNA1H	CACNA2D1	CACNB2	CACNG4	CADM2	CADPS	CAMK1D	CAMK2B	CASZ1	CBFA2T3	CCDC28B	CD200	CDCP1	CDHR3	CEACAM1	CELF3	CFAP65	CFC1	CFC1B	CHGA	CHGB	CHN2	CLDN5	CLIP3	CNIH2	CNTNAP2	COL12A1	CRH	CRMP1	CTTNBP2	CXXC4	DACH1	DACH2	DCX	DDC	DEPP1	DLL3	DLL4	DNAJC12	DNER	DOP1B	DPP10	DPYSL3	DRAIC	DST	DUSP26	DUSP4	ELAPOR1	ELAVL4	EYA4	FAM110B	FGF14	FSTL5	GABRB3	GCH1	GDAP1	GHRL	GIPR	GNAO1	GNG2	GPBAR1	GPR160	GPRIN3	GPX3	GRP	HEPACAM2	HES6	HIVEP3	HSPA2	HTR2C	ICA1L	INHBA	INHBB	INSM1	IZUMO4	JAKMIP2	JAM3	KCNB2	KCNH2	KCNH6	KCNJ6	KCNMB2	KIAA0930	KIF19	KIF1A	KL	KLHL32	KLK11	KLK12	KSR2	LINC00261	LINC01315	LONRF2	LRATD2	LY6H	LYST	MAP1B	MAP2	MAP6	MAPK8IP1	MAPK8IP2	MAPRE3	MARK1	MATN2	MIAT	MIR7-3HG	MMP25-AS1	MOXD1	MS4A8	MTMR7	NAAA	NACAD	NAP1L5	NAV1	NCAM1	NDRG4	NEGR1	NEURL1	NEUROD1	NKX2-2	NLRP1	NOL4	NPDC1	NPM2	NRXN1	OPTN	OTULINL	PALM	PCDH17	PCLO	PCSK1	PCSK2	PDZRN3	PGAM2	PLAC8	PLPPR2	POU2F2	PPP1R1A	PROC	PROX1	PRUNE2	PSD	PTPRN	PTPRN2	QPCT	RAB26	RAB3B	RAB3C	RAP1GAP2	RASA4	RASA4B	RASD1	RCOR2	REEP2	RFX6	RGS11	RGS17	RGS4	RGS7	RHBDL1	RIC3	RIMBP2	RIMS2	RNF128	ROBO1	ROBO2	RPRM	RTN1	RUNDC3A	RUNX1T1	SCAMP5	SCG2	SCG3	SCG5	SCGN	SCN3A	SEMA3A	SETBP1	SEZ6L2	SGSM1	SIX1	SLC12A5	SLC29A4	SLC38A11	SLC39A14	SLC7A4	SLIT1	SLITRK6	SMOC1	SMPD3	SNAP25	SPTBN2	SRRM3	SRRM4	SST	SSTR2	ST18	ST6GALNAC5	STK32A	STMN2	STMN3	STX1A	STXBP1	STXBP5L	SV2A	SV2C	SYP	SYT11	SYT13	SYT14	SYT4	SYT5	SYT7	TACC2	TAGLN3	TCERG1L	TECPR1	THSD4	TMEM169	TMEM176A	TMEM176B	TMEM178A	TMEM51	TMOD2	TMPRSS3	TOX	TOX3	TP53INP1	TRNP1	TTLL7	TUBB3	UNC79	VSTM2L	VWA5B2	WDR17	WFS1
HE_LIM_SUN_FETAL_LUNG_C1_LATE_AIRWAY_PROGENITOR_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_LATE_AIRWAY_PROGENITOR_CELL	AGR3	ANTXR2	ANXA1	AQP5	AQP5-AS1	ARSJ	BANCR	CAPS	CFH	CFHR1	CLIC5	CRTAC1	CYTL1	GAS6	ICAM1	ICAM4	LIPH	LMO3	LURAP1L	NCKAP5	NTN1	PCDH7	PCP4	RAB27B	RP1	SULT2B1
HE_LIM_SUN_FETAL_LUNG_C1_LATE_BASAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_LATE_BASAL_CELL	A4GALT	ABI3BP	ACTA2	ALPL	ANXA1	ARSJ	BOC	CAPNS2	CASP1	CCDC122	CCNO	CDKN1A	CFH	CH25H	CHST9	CLDN1	CLDN10	COL14A1	COL1A2	COL7A1	CPNE8	CXCL1	CXCL6	CYP2S1	DKK3	DLK2	DST	EGR3	EHD2	EHF	EMP1	EPAS1	EVA1C	EYA1	EYA2	F3	FBXO32	FHL1	FHL2	FJX1	FRZB	FXYD5	GABRA1	GCLC	GCNT1	GNG12	GPC3	HLA-B	HS3ST1	IL33	JAG2	KITLG	KLF2	KRT15	KRT5	LGALS1	LGALS7B	LHFPL6	LMO3	LPCAT2	LYPD6B	MARVELD1	MEG3	MT1E	MYC	NBL1	NPPC	NRG1	NTF3	NTN1	OPTN	PAX9	PDLIM2	PKP1	PMAIP1	PRNP	PTGS2	PTPRE	RARB	RASSF6	REEP2	RGCC	RGS10	RND3	S100A2	SCNN1B	SCNN1G	SFN	SIX1	SLC5A7	SOSTDC1	SPINK5	ST6GALNAC2	STOM	SULT2B1	TFAP2A	TIMP1	TMEM150C	TMEM40	TP63	TPM2	UBD	VCAN	WIPI1	WNT4
HE_LIM_SUN_FETAL_LUNG_C1_LATE_STALK_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_LATE_STALK_CELL	ADIRF	COL4A3	FILIP1	ICAM4	MSLN	ST6GALNAC5	SUSD3
HE_LIM_SUN_FETAL_LUNG_C1_LATE_TIP_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_LATE_TIP_CELL	ACOXL	ADH1C	ADORA1	AQP1	ASPG	C10orf90	C11orf96	C16orf74	CD36	CDH16	CEMIP	CLDN2	COL6A3	DLG2	ENG	FGF20	FMN1	KCNJ5	LINC01331	LINC02038	MGLL	NAPSA	NOTUM	PGC	PPP1R1B	RASGRF1	SFTPA1	SFTPA2	SHISA2	TMEM163	TNC
HE_LIM_SUN_FETAL_LUNG_C1_MID_AIRWAY_PROGENITOR_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_MID_AIRWAY_PROGENITOR_CELL	CALD1	CDH10	CDH2	CLDN10	COL6A2	CYTL1	ELAPOR1	FRMD3	GRHL1	MTTP	NIBAN1	NTN1	PALMD	RP1	SMOC2	THSD4
HE_LIM_SUN_FETAL_LUNG_C1_MID_BASAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_MID_BASAL_CELL	A4GALT	ABI3BP	ADH7	ANXA1	BAALC	BOC	C16orf74	CAMK1D	CAPNS2	CDCP1	CFH	CH25H	CHST9	CNTN1	CNTN4	COL14A1	COL17A1	COL1A2	COL5A1	COL7A1	CXCL14	CYP2S1	CYP2W1	DKK3	DLK1	DLK2	DPYSL3	DST	EHF	ELN	EMP1	EMP3	EPAS1	EVA1C	EYA1	EYA2	F3	FAM107A	FBLN2	FBN1	FHL1	FHL2	FRZB	FXYD5	GAS6	GPC3	GYPC	HCAR2	HCAR3	HS3ST1	HSPA2	IFI16	IGFBP4	IL1RAP	IRAG2	ISL1	ITGB4	JAG2	JAM3	KISS1	KLK10	KRT13	KRT14	KRT15	KRT5	LDLRAP1	LGALS1	LGALS7B	LGR4	LHFPL6	LINC01133	LINC01503	LPAR6	LSP1	LTB4R2	LYPD6	LYPD6B	MAFB	MAOA	MEG3	MEIS1	MT1E	MYC	NBL1	NCS1	NPDC1	NPPC	NRG1	NRXN3	NTF3	NUAK1	NUPR1	OPTN	OTX1	PART1	PAX9	PCDH7	PFKP	PITX1	PKP1	PLXDC2	PNCK	PROM1	PRRG4	PTGES	RARB	RARRES2	RASSF6	REEP2	RGS10	RGS14	RHBDL1	RMDN2	S100A2	SCGB3A1	SCNN1B	SCNN1G	SEMA3A	SERPINE2	SERTAD4	SFN	SIX1	SLC20A2	SLC5A7	SLIT3	SLITRK6	SLPI	SNAI2	SOSTDC1	SOX15	SPARCL1	SPDEF	SPINK5	SULF2	SULT1E1	SYTL1	TENM4	TFAP2A	TFPI2	THSD4	TIMP1	TMEM150C	TNFAIP8	TP63	TP73	TRIM29	VCAN	ZNF385A	ZNF385D
HE_LIM_SUN_FETAL_LUNG_C1_MUC5AC_POS_ASCL1_POS_PROGENITOR_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_MUC5AC_POS_ASCL1_POS_PROGENITOR_CELL	ABCG1	ACKR3	ACTL10	ASCL1	CACNA2D1	CALML3	CAMK1D	CDC25B	CDH2	CEACAM6	CHST9	CLDN10	CPXM2	CRACDL	CRISPLD2	DLL1	DLL3	DRAIC	ESPN	FAM13C	FMOD	FSTL5	G0S2	HES6	IGFALS	IGSF1	KIF19	LFNG	LNX1	MAB21L4	MFNG	MUC5AC	MYCL	NLGN1	OXTR	PCP4	PHACTR3	PIGW	PLLP	RASAL1	RASD1	RNF186	RPRM	SARDH	SAXO5	SCNN1A	SMOC2	SNCAIP	SPX	SRGAP1	SULT2B1	TOX3	USHBP1
HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_BASAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_BASAL_CELL	A1BG	A4GALT	ABI3BP	ACKR3	ADAM28	ADGRF1	ADH7	ALOX15	ANXA1	BAALC	BHLHE40	BOC	C16orf74	CAMK1D	CAPNS2	CD40	CD82	CDCP1	CDKN1A	CFH	CH25H	CHST9	CLDN1	CLDN10	COL14A1	COL17A1	COL1A2	COL6A2	COL7A1	CSTA	CX3CL1	CXCL1	CXCL6	CYP2S1	CYP2W1	CYP4X1	DAPL1	DCN	DGKH	DKK3	DLK1	DLK2	DMRT2	DST	EDARADD	EDN1	EHD2	EHF	ELN	EMP1	EMP3	EPAS1	EVA1C	EYA1	EYA2	F3	FAM107A	FAT2	FBXO32	FHL1	FHL2	FMO1	FOSL1	FRZB	FXYD5	GADD45G	GCLC	GJB2	GLIS3	GNG11	GNG12	GPC3	GPNMB	GRAMD2B	HCAR2	HCAR3	HLA-B	HS3ST1	HSPA2	IFI16	IFITM1	IGFBP3	IGFBP4	IL1RAP	IL33	IRAG2	ISL1	ITGB4	KISS1	KLF2	KLK10	KLK11	KRT13	KRT14	KRT15	KRT5	LARP6	LGALS1	LGALS7	LGALS7B	LGR6	LINC01644	LMO2	LPAR6	LRP4	LSP1	LTB4R2	LYPD6B	MAFB	MARVELD1	MEG3	MEIS1	MFAP4	MMP10	MUC20	MUC4	MYC	NBL1	NDUFA4L2	NLRP1	NMRK1	NPPC	NR4A2	NRG1	NRXN3	NTF3	NUPR1	NXPH4	OPTN	OTX1	PAPSS2	PART1	PAX9	PCP4L1	PFKP	PITX1	PKP1	PLAT	PNCK	PRNP	PROM1	PRRG4	PSPH	PTGES	RAPGEF5	RARRES2	RASSF6	RETREG1	S100A2	SCNN1B	SCNN1G	SEMA3A	SERPINB5	SERTAD4	SERTAD4-AS1	SFN	SGK1	SH3BP1	SIX1	SLC15A2	SLC20A2	SLC2A9	SLITRK6	SLPI	SNCA	SOSTDC1	SOX15	SPARCL1	SPINK5	ST6GALNAC2	STEAP1	STING1	STXBP6	SULF2	SYNPO2	TFAP2A	TFPI2	TGFB1	TGFBI	TIMP1	TMPRSS4	TNFAIP8	TNFSF10	TNNT3	TP63	TP73	TPM2	TRIM29	TSHZ2	VCAN	WNT10A	WNT4	WNT6
HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_SECRETORY_1_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_SECRETORY_1_CELL	ACKR3	ADAM28	ADRA2A	AGR3	ANKRD35	ANXA1	ARFGEF3	ATP2A3	ATP2C2	B3GALT5	BCL6	BRINP2	CA10	CAMK1D	CAPN8	CAPS	CCNO	CEACAM6	CFH	CH25H	CHST9	CP	CRYM	CTSW	CX3CL1	CXCL1	CXCL2	CXCL3	CXCL8	CYTL1	DPYSL3	EFHD1	EHF	ELAPOR1	FAM3D	FCGBP	FNBP1	GALNT12	GK	GRHL1	GSTA1	HCAR2	HPGD	HS3ST1	IRAG2	ISL1	ITIH2	JAKMIP2	KDR	KLK10	KLK11	KRT4	LCN2	LINC01645	LIPH	LUZP2	LYPD6B	MEG3	MET	MLPH	MT3	MUC15	MUC16	MUC20	MUC5B	NDUFA4L2	NEGR1	NT5E	NTM	NXPH4	PLAAT4	PLAT	PLEKHS1	PLPP2	RHOV	RNF150	RUNX1	S100A9	S100P	SCGB1A1	SCGB3A1	SCGN	SCNN1A	SERPINA1	SFTA1P	SFTPA2	SIX1	SLC15A2	SLITRK6	SLPI	SOD3	SPDEF	SPINK5	ST6GALNAC1	ST8SIA4	STEAP4	SULT2B1	TFPI	TIAM1	TIMP1	TMEM150C	TMEM45A	TNFSF10	TOX3	TSPAN1	VTCN1	WIPI1	WNK2	ZNF385B
HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_SECRETORY_2_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_SECRETORY_2_CELL	ABCG1	ABO	ACKR3	ACSL4	ADAM28	ADGRF1	ADORA2B	ADRA2A	AGR3	ALDH3B1	ALOX15	ALPL	AMN	ANG	ANKRD35	ANXA1	AQP5	ARAP2	ARFGEF3	ARHGAP23	ARHGAP27	ARHGAP32	ARHGDIB	ARHGEF38	ARSJ	ATP12A	ATP13A4	ATP2A3	ATP2C2	B3GALT5	B4GALT5	BCL6	BHLHE40	BICDL2	BIK	BMPR1B	BPIFB1	C3	C4orf19	CA10	CAMK1D	CAPN8	CAPNS2	CAPS	CCDC80	CCNO	CD82	CDC42BPG	CDKN1A	CEACAM6	CFH	CFLAR	CH25H	CHRM3	CHST9	CNGA1	CNTN1	CNTN3	COL6A2	COMTD1	CP	CPAMD8	CRACR2A	CREB3L1	CRYM	CSTA	CTSW	CX3CL1	CXCL1	CXCL2	CXCL3	CXCL8	CYBRD1	CYP2F1	CYP2J2	CYTL1	DAPP1	DDI2	DEFB1	DEGS2	DGKH	DLK1	DNAH5	DNAJA4	DOCK5	DOCK9	DPYSL3	DTX2	DUSP4	EBF4	EEIG2	EFHD1	EGR3	EHF	ELAPOR1	EMP1	ENTPD5	EPAS1	EPS8L1	ERN2	FAM181A	FAM3D	FCGBP	FKBP11	FNBP1	FXYD5	FYB2	GABRP	GALNT12	GBP3	GGT6	GK	GLIPR2	GLIS3	GRAMD2B	GRHL1	GRHL3	GSTA1	HCAR2	HEY1	HLA-B	HPGD	HS3ST1	IFITM1	IKBKE	IL1R1	IQGAP2	IRAG2	ISG20	ISL1	ITGB4	JAKMIP2	KCNK6	KDR	KIAA1671	KLK10	KLK11	KLK13	KRT13	KRT15	KRT4	KRT5	KRT7	LCN2	LGALS9	LHFPL6	LIPH	LMO3	LMTK3	LNX1	LRG1	LRIG1	LSP1	LUZP2	LYPD3	LYPD6B	MAB21L4	MAFB	MAP1B	MB	MCC	MCTP2	MEG3	MEIS1	MET	MFSD6	MLPH	MPZL3	MT1E	MT3	MUC15	MUC16	MUC20	MUC4	MUC5B	MYB	MYC	NAMPT-AS1	NDUFA4L2	NEBL	NECTIN4	NIBAN1	NPDC1	NPNT	NR4A2	NRXN3	NTM	NTN1	NUPR1	NXPH4	OPTN	PAG1	PAPSS2	PAQR4	PAX1	PAX9	PER2	PHLDB3	PLAAT3	PLAAT4	PLAT	PLEKHS1	PLLP	PLPP2	PLXND1	POF1B	PPM1L	PROM1	PRRG4	PSCA	PTGFR	RAB27B	RASL11A	RGS10	RHOV	RIMS1	RND3	RNF150	RUNX1	S100A2	S100A9	S100P	SAMHD1	SCGB1A1	SCGB3A1	SCNN1A	SEMA3A	SEMA3D	SERPINA1	SFN	SFTA1P	SFTPA2	SH2D3A	SIX1	SLC15A2	SLC16A11	SLC1A5	SLC22A23	SLC30A1	SLC44A4	SLCO4C1	SLITRK6	SLPI	SMIM22	SMIM31	SOD3	SOSTDC1	SOX21	SPDEF	SPINK1	SPINK5	SPTBN2	SRGAP1	ST6GALNAC1	STEAP1	STEAP4	STING1	STXBP6	SULT2B1	SYBU	SYTL2	TF	TFAP2A	TFPI	TGM2	TIAM1	TIMP1	TLL1	TLR5	TM4SF1	TMC5	TMEM144	TMEM150C	TMEM176A	TMEM176B	TMEM40	TMPRSS4	TNFAIP8	TNFRSF14	TNFSF10	TNNT3	TOX3	TPCN1	TRERF1	TRIM22	TRPM4	TSPAN1	TSPAN5	TSPAN8	UPK1B	UPK2	VCAN	VIPR1	VSIR	VTCN1	WDR49	WIPI1	WNK2	WNT5A	ZBTB7C	ZNF750
HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_SECRETORY_3_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_SECRETORY_3_CELL	A4GALT	ABO	ADGRF1	AGR3	ALDH1A3	ALPL	AMOT	ANKRD18A	ANKRD35	ANKS6	ANXA1	ARAP2	ARHGAP32	ASS1	ATP12A	ATP13A4	B3GNT3	BBOF1	BHLHE40	BICDL2	BIK	BORCS8	BSPRY	BST1	C15orf48	C15orf62	C3	CAMK1D	CAPNS2	CAPS	CASC2	CASZ1	CCDC113	CCDC122	CCL20	CCNO	CD82	CDKN1A	CDR2L	CEACAM6	CFH	CFLAR	CH25H	CHST9	CKMT1B	CLDN1	CLDN10	CLUH	COG8	CPAMD8	CSTA	CXCL1	CXCL6	CYP2F1	CYP2J2	DGKA	DNAJA4	DUS1L	EDN1	EHD2	EHF	EPAS1	EPB41L4B	ERMP1	ETV3	EYA2	FAM3D	FBLN2	FBN1	FUOM	FUT2	FUT3	FXYD5	GABRP	GLIPR2	GLIS3	GNA15	GRAMD2B	GRHL1	GRHL3	GTPBP2	HCAR2	HCAR3	HEY2	HLA-B	HS3ST1	HTATIP2	IFI6	IFITM1	IGFBP3	IGFBP4	IL32	ISG20	ITGB4	ITGB8	KCNK6	KDM7A	KIAA1671	KIF26B	KLHL5	KLK11	KRT15	KRT4	KRT5	KRT6B	KRT7	KSR1	LCN2	LGALS9	LGR4	LINC01133	LIPH	LMTK3	LOXL1-AS1	LPAR6	LRRC4	LSP1	LYN	LYPD6B	MAFB	MAP3K6	MCM8	MEG3	MEG8	MESP1	MPDU1-AS1	MPZL3	MSLN	MUC15	MUC16	MUC20	MUC4	MX1	MYB	N4BP3	NDUFA4L2	NEBL	NECTIN1	NPDC1	NUDT8	NUPR1	NXPH4	OPTN	OSCP1	PAQR4	PART1	PAX9	PDE8A	PFKP	PGM2L1	PHLDB3	PITPNM1	PKP1	PLAAT3	PLAAT4	PLAC8	PLEKHG5	PLEKHM1	PRADC1	PRKCH	PROM1	PRR15	PRRG4	PSMB10	RAI1	RGS10	RHOV	RND3	S100A2	S100A9	S100P	SAMHD1	SCGB1A1	SCGB3A1	SEMA3F	SERPINB2	SEZ6L2	SFN	SGPP2	SIX1	SLC15A2	SLC1A5	SLC31A1	SLC39A11	SLC44A4	SLCO3A1	SLCO4C1	SLFN5	SLPI	SMIM31	SMIM5	SNTB1	SOD3	SPINK5	SPIRE2	SREBF1	ST6GALNAC1	STEAP4	STXBP6	SULT2B1	SYTL2	TBC1D30	TFAP2A	TLR5	TM4SF1	TMEM184A	TMEM40	TNFAIP2	TNFAIP8	TNFRSF14	TNFSF10	TNNT3	TONSL	TRIM29	TRMT2B	TSHZ2	TSPAN1	TSPAN5	UBD	UPK1B	VAMP5	VCAN	VSIR	VTCN1	WIPI1	XKRX
HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_SECRETORY_PROGENITORS_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_PROXIMAL_SECRETORY_PROGENITORS_CELL	ABCA7	ADRA2A	AGR3	ANXA1	ARFGEF3	ARHGEF38	ARSJ	ASAP1	ATP2A3	BCL6	BHLHE40	BMPR1B	BRINP2	CAMK1D	CAPNS2	CAPS	CCL2	CCNO	CDH2	CDKN1A	CEACAM6	CFH	CHST9	CNTN1	COL16A1	COL6A2	COMTD1	CP	CRIM1	CRYM	CXCL1	CXCL2	CXCL8	CYBRD1	CYTL1	DGKH	DPYSL3	DRAIC	DUSP10	DUSP4	EHF	ELAPOR1	EMP1	EPB41L4A	FMO2	FNBP1	FOXO1	GK	GLIPR2	GLIS3	GRHL1	HCAR2	HPGD	HS3ST1	IFITM1	ISG20	ISL1	ITGA1	ITGB4	ITIH2	JAKMIP2	KCNE5	KDR	KLK10	KLK11	KRT15	LHFPL6	LINC01503	LIPH	LMO3	LMTK3	LNX1	LYPD6B	MAFB	MAGI2	MEG3	MEIS1	MLPH	MUC15	MUC20	MUC5B	MYC	NDUFA4L2	NEBL	NIBAN1	NPNT	NR4A2	NTN1	NXPH4	OSR1	PAG1	PAPSS2	PAQR4	PAX9	PCDH7	PFKP	PLAT	PLPP2	PROM1	PRSS12	PWWP3B	RHOV	RND3	RUNX1	S100A2	S100P	SAMHD1	SCGB3A1	SCUBE3	SERPINA1	SIX1	SLC44A4	SLITRK6	SLPI	SOD3	SPDEF	SPINK1	SPINK5	ST6GALNAC1	STEAP4	STING1	SULT2B1	TIMP1	TLL1	TLR5	TMEM150C	TMEM40	TMPRSS4	TNFSF10	TRIM14	TSPAN1	VCAN	WDR49	WIPI1	ZNF385B
HE_LIM_SUN_FETAL_LUNG_C1_PULMONARY_NEUROENDOCRINE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_PULMONARY_NEUROENDOCRINE_CELL	A4GALT	ADA	ADAM28	ADCY1	ADCY2	ADGRG1	AMIGO2	ANK2	ANKH	AP3B2	APLP1	ARFGEF3	ASCL1	ATP2A3	BAALC	BCL2	BEX1	BEX5	BIK	BMERB1	CA8	CACNA1A	CACNA1H	CACNA2D1	CACNB2	CADM2	CADPS	CALCA	CAMK1D	CAMK2B	CASZ1	CBFA2T3	CCDC28B	CELF3	CFAP65	CHGA	CHGB	CHN2	CHRD	CLIP3	COL22A1	CORO7	CPLX2	CRMP1	CXXC4	DACH1	DACH2	DCX	DDC	DEUP1	DLL3	DLL4	DNAJC12	DNER	DPP10	DPYSL3	DRAIC	DTNA	DUSP26	EFHD2	ELAPOR1	ELAVL4	ENO2	ESPL1	ESPN	FAM13C	FGF14	FLT4	FREM1	FSTL5	GABRB3	GALNT13	GCH1	GDAP1	GFRA3	GNB5	GNG4	GPM6A	GRIA2	GRIK2	GRP	HEPACAM2	HES6	HOXB5	INA	INHBB	INSM1	IZUMO4	JAKMIP2	JAM3	KCNA4	KCND3	KCNH2	KCNH3	KCNH6	KCNJ6	KCNMA1	KIF19	KIF1A	KLK11	KLK12	KRT7	KSR2	LHFPL6	LINC00261	LINC01315	LRATD1	LYPD1	LYSMD2	MAOB	MAP1B	MAP6	MAPK8IP1	MAPRE3	MARK1	MEG3	MGAT4C	MIAT	MMP11	MS4A8	MTMR7	NAAA	NCALD	NDUFA4L2	NEBL	NEGR1	NEURL1	NKAIN2	NLRP1	NOL4	NPDC1	NPTX1	NPW	NR0B2	NRSN1	NRXN1	NXPH4	OPTN	OTULINL	PCDH9	PCSK2	PDGFD	PDZRN3	PGAM2	PHGR1	PKD2L1	PKIB	PLPPR2	PNPLA7	PPP1R1A	PROX1	PRUNE2	PSD	PTPRN2	QPCT	RAB3B	RALYL	RAPGEF4	RASA4B	RASD1	REEP2	RET	RETREG1	RGS11	RGS17	RGS4	RGS7	RHBDL1	RIC3	RIMKLA	RIMS2	RINL	ROBO1	RPRM	RUNX1T1	SAXO5	SCAMP5	SCG2	SCG3	SCG5	SCGN	SCN3A	SCNN1A	SEZ6L2	SIX1	SLC16A11	SLC18A1	SLC1A5	SLC35D3	SLC36A4	SLCO3A1	SLITRK6	SMIM22	SMIM32	SMOC2	SMPD3	SNAP25	SNCA	SPHKAP	SRGAP1	SRRM4	SST	ST18	STMN3	STX1A	SYBU	SYP	SYT1	SYT11	SYT13	SYT4	SYT5	TACC2	TAGLN3	TCEAL2	TCEAL7	TCERG1L	TENT5A	TIMP1	TMEM176A	TMEM176B	TMEM178A	TMEM184A	TMEM51	TMOD2	TOX3	TPBG	TRIM46	TRMT9B	TTC39A	TUBB3	USP41P	VWA5B2
HE_LIM_SUN_FETAL_LUNG_C1_PULMONARY_NE_PRECURSOR_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_PULMONARY_NE_PRECURSOR_CELL	A4GALT	ABCA5	ADAM28	ADCY1	ADCY2	ADGRG1	AKT3	AMIGO2	ANK2	ANKH	AP3B2	APLP1	ARFGEF3	ASB13	ASCL1	ASCL2	ASNS	ATL1	ATP2A3	BAALC	BAIAP3	BCL2	BIK	BMERB1	BTBD17	CA8	CACNA1A	CACNA1H	CACNA2D1	CACNB2	CADM2	CADPS	CALCA	CAMK1D	CAMK2B	CASZ1	CBFA2T3	CCDC181	CCDC28B	CDH2	CDKN2D	CELF3	CEP126	CFAP65	CFC1	CFC1B	CHGA	CHGB	CHN2	CHRD	CLDN5	CLIP3	CNIH2	COL22A1	COMTD1	CPEB3	CPLX2	CRMP1	CXXC4	DACH1	DACH2	DCX	DDC	DENND4A	DGKZ	DLL3	DLL4	DMPK	DNAJC12	DNER	DOP1B	DPP10	DPYSL3	DRAIC	DST	DUSP10	DUSP26	EFHD2	EGLN3	ELAPOR1	ELAVL4	ELOVL7	EPB41L4A	ERC2	ESPL1	ESPN	FAM13C	FBXW7	FGF14	FNBP1	FREM1	FSTL5	GAB2	GABRB3	GALNT13	GCH1	GCNT1	GDAP1	GFRA3	GNB5	GNG4	GPC6	GPM6A	GRIA2	GRP	HEPACAM2	HES6	HOXB5	INA	INHBB	INPP1	INSM1	IQSEC1	IZUMO4	JAKMIP2	JAM3	KCNA4	KCND3	KCNH2	KCNH3	KCNH6	KCNIP3	KCNJ6	KCNMA1	KCNT2	KIF19	KIF1A	KLK11	KLK12	KRT7	LFNG	LHFPL6	LINC00261	LINC01315	LMBRD2	LRATD1	MAOB	MAP1B	MAP2	MAP6	MAPK8IP1	MAPRE3	MARK1	MCF2L	MEG3	MFSD6	MGAT4C	MIAT	MIR200CHG	MISP3	MS4A8	MTMR7	NAAA	NAALADL1	NAV1	NBEA	NCALD	NCAM1	NDRG4	NDUFA4L2	NEBL	NEGR1	NEURL1	NEURL1B	NEUROD1	NLRP1	NOL4	NPDC1	NPTX1	NR0B2	NRCAM	NRG1	NRXN1	NXPH4	OPTN	OTULINL	PCDH17	PCLO	PCSK2	PDGFD	PDZRN3	PGAM2	PHGR1	PKIB	PLCB4	PLCL1	PLPPR2	PNPLA7	PPP1R1A	PPP2R5B	PROX1	PRUNE2	PSD	PTPRN	PTPRN2	QPCT	RAB26	RAB30	RAB3B	RAB6B	RALYL	RAP1GAP2	RAPGEF4	RASA4	RASA4B	RASD1	RASSF6	RCOR2	RETREG1	REXO1	RGS11	RGS17	RGS4	RGS7	RHBDL1	RIC3	RIMBP2	RIMKLA	RIMS2	RINL	ROBO1	RPRM	RTN1	RUNDC3A	RUNX1T1	SCG2	SCG3	SCG5	SCGN	SCN3A	SCNN1A	SERP2	SEZ6L2	SH3BP4	SIX1	SLC16A11	SLC18A1	SLC29A4	SLC35D3	SLC36A4	SLC6A8	SLCO3A1	SLIT1	SLITRK6	SMIM22	SMIM32	SMOC1	SMOC2	SMPD3	SNAP25	SOBP	SOX21	SPECC1	SPTBN2	SRGAP1	SRRM4	SST	ST18	ST8SIA3	STMN2	STMN3	STX1A	SYP	SYT1	SYT11	SYT13	SYT4	SYT5	SYT7	TACC2	TAGLN3	TAMALIN	TBC1D24	TBX1	TCEAL2	TCEAL5	TCERG1L	THSD4	TIGAR	TIMP1	TMEM176A	TMEM176B	TMEM178A	TMEM181	TMEM184A	TMEM51	TMOD2	TMPRSS3	TNFRSF21	TOX	TOX3	TPBG	TRIM46	TRMT9B	TTC39A	TTLL7	TUBB3	USP20	USP41P	VGF	VWA5B2	WIPI1	WSB2	ZMAT3
HE_LIM_SUN_FETAL_LUNG_C1_SMG_BASAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_SMG_BASAL_CELL	ABCA13	ABCG1	ABTB2	ACP5	ACTA2	ACTG2	ACVR1B	ADAMTS18	ADAMTS2	ADCK1	ADM	AEBP1	AK4	ANGPT2	ANO1	APOD	ARSJ	BCL2	BCL2A1	BDH1	BHLHE40	BIRC3	BOC	C17orf49	C1QTNF1	C6orf141	CA12	CAVIN1	CCDC122	CCDC146	CCDC28B	CCDC3	CCDC74A	CCL2	CCL20	CD200	CD40	CD70	CD82	CDKAL1	CDKN1A	CEP55	CFH	CFLAR	CHST15	CHST9	CIMAP1B	CLDN1	CLDN10	CNFN	COL14A1	COL16A1	COL1A2	COL22A1	COL4A1	COL5A1	COL7A1	COL9A1	CPXM1	CRYBG1	CSPG4	CSTA	CX3CL1	CXCL1	CXCL2	CXCL3	CXCR4	CYP4X1	CYTH1	DAPL1	DCLK1	DDIAS	DDX60	DGKA	DKK3	DLK1	DLK2	DLL3	DMRTA2	DSCC1	DST	DUSP5	EDAR	EFHD1	EGR3	EHF	ELAPOR1	EMP3	EOGT	ETV4	EVA1C	EYA2	FABP7	FAM216A	FAS	FBLN2	FBXO32	FBXO6	FERMT1	FEZ1	FGF3	FGFR1	FHL2	FMNL3	FNBP1	FOXC1	FRMD4A	FRZB	FST	FXYD5	FZD7	GABRG3	GABRP	GAS6	GCLC	GFRA1	GINS3	GLCE	GNG12	GNG2	GPM6B	GPX2	GXYLT2	GYPC	HEY1	HLA-B	HLA-DPB1	HPDL	HPRT1	HS3ST1	HSPA4L	HTRA1	IFI16	IFIH1	IFITM1	IGFBP3	IGFBP4	IL17RD	IL27RA	IL32	IQCJ-SCHIP1	ISL1	ISLR	ITGA9	ITGB4	ITGB6	ITM2A	ITPR2	KCNAB3	KCNMB4	KCNN4	KIAA0825	KIAA1549L	KITLG	KLF2	KLHL13	KLK10	KNL1	KREMEN2	KRT14	KRT15	KRT23	KRT5	LAMA1	LAMA4	LAMP5	LAYN	LEF1	LGALS1	LGALS9	LGR6	LHFPL2	LHFPL6	LINC01315	LINC01503	LPAR6	LPGAT1	LPL	LRP4	LSAMP	LSP1	LTB	LUZP1	LY75	MAMDC2	MAP1B	MAP2	MARCHF3	MARK1	MARVELD1	MCAM	MCC	MCUB	MEG3	MEIS1	MFAP4	MGP	MIA	MMP16	MOXD1	MPPED2	MT1E	MTBP	MX1	MYB	MYC	NAAA	NAMPT-AS1	NAP1L5	NBL1	NCALD	NDE1	NEDD4	NEFH	NEIL3	NFATC1	NFE2L3	NGFR	NID1	NLRP1	NPB	NPDC1	NPL	NPPC	NRP2	NRTN	NTN1	NTRK2	NTRK3	NUDT11	NUPR1	OCA2	OPTN	OSR1	PADI2	PAK3	PALLD	PAPSS2	PAQR4	PART1	PAX9	PDE4B	PDZRN3	PFKP	PGAP1	PHLDA1	PHLDA3	PITX1	PKP1	PLAT	PLAU	PLPP2	PLXDC2	PMAIP1	PMP22	PPP1R14A	PPP1R18	PRKAR2B	PRLR	PRNP	PROM1	PSTPIP2	PTGER4	PTK2B	PTPRE	PTX3	QPCT	RAB30	RAC2	RAPGEF5	RARB	RASIP1	RASSF6	RBL1	RCBTB2	REEP2	RELL1	RELL2	RFLNA	RFLNB	RGS10	RIC3	RND1	ROBO1	ROBO2	ROPN1	S100A2	S100B	SAA1	SCARB1	SCD	SELENOM	SEMA6A	SEMA6D	SEPTIN4	SERPINE2	SERTAD4	SEZ6L2	SFN	SFRP1	SGK1	SH3BP1	SH3BP5	SHISA2	SIRPA	SIX1	SLC16A1	SLC1A1	SLC35F3	SLC6A8	SLCO3A1	SLFN12	SLIT3	SMOC2	SNAI2	SNCA	SOSTDC1	SOX10	SOX15	SPARCL1	SPEG	SPHK1	SPRY4	SRGAP3	SSPN	ST20-AS1	ST3GAL4	ST6GALNAC2	STK38L	STMN3	STOM	STOX1	STRA6	STXBP6	SULF1	SYNPO2	TCEAL2	TFAP2A	TFAP2C	TGFA	THY1	TIAM1	TICAM1	TM4SF1	TMEM158	TMEM200A	TNFAIP2	TNFAIP3	TNFAIP8	TNFRSF14	TNFRSF4	TNFSF10	TNS4	TP63	TPM2	TRAF3	TRIM14	TRIM29	TRMT12	TRNP1	TRPV4	TSHZ2	TSLP	TSPAN2	TTC39C	TUBB6	TYMP	UACA	UBAC1	UBD	USP31	VCAM1	VCAN	VSIR	VWA2	WNT10A	WNT10B	ZHX2	ZNF490	ZNF565
HE_LIM_SUN_FETAL_LUNG_C1_SMG_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_SMG_CELL	A1BG	A2M	AACS	ABCA3	ABCB10	ABHD15	ABHD17B	ABHD17C	ABO	ACP5	ACSL4	ADAD2	ADAM28	ADGRG1	ADIPOR2	ADM2	AEBP1	AEN	AGAP5	AGFG2	AJM1	AK4	ALDH1A3	ANG	ANGPT2	ANKRD13C-DT	ANKRD35	ANKRD9	ANO1	ANPEP	ANXA1	APOBEC3C	AQP5	AQP5-AS1	AREG	AREL1	ARHGAP27	ARHGAP31-AS1	ARHGDIB	ARHGEF11	ARHGEF3	ARHGEF35	ARHGEF37	ARHGEF38	ARID5A	ARRDC4	ARSJ	ASB13	ASS1	ATG2A	ATL1	ATL3	ATP12A	ATP2A3	ATP6V1E2	AVPI1	AZGP1	B3GNT3	B3GNT5	BAIAP3	BAK1	BARX2	BBS5	BCAR3	BCDIN3D	BCL2	BCL3	BEND7	BHLHE40	BICDL2	BIK	BLM	BMAL1	BOK	BORCS6	BPGM	BTBD6	C10orf143	C14orf93	C17orf49	C17orf58	C19orf73	C1orf115	C2CD4D	C4orf19	C8orf58	C9orf152	CA8	CAB39L	CALCRL	CALML5	CAPN10	CAPS	CARD6	CASC8	CASP4	CASZ1	CATSPERG	CAVIN1	CAVIN3	CBFB	CBLC	CBR3	CBS	CBX4	CCDC146	CCDC160	CCDC163	CCL20	CCL28	CCNO	CCSAP	CCT6B	CD14	CD3E	CD40	CD82	CD83	CDC42BPG	CDC42EP2	CDCP1	CDKN1A	CDR2	CEACAM6	CEP120	CFAP96	CFB	CFD	CFH	CHAF1B	CHFR	CHRM1	CHRM3	CHRNA7	CHST9	CIMAP1B	CIMAP1C	CITED4	CKMT2-AS1	CLCF1	CLDN10	CLDN8	CLDND2	CLGN	CLMN	CLPB	CLYBL	CNFN	CNGA1	CNNM4	CNTN4	COBL	COG8	COL28A1	COL6A2	COMTD1	CP	CPEB2	CRACR2A	CRIM1	CRLF3	CRPPA	CRYAB	CRYBB2	CRYM	CSK	CSTA	CX3CL1	CXCL1	CXCL2	CXCL3	CXCL6	CXCL8	CYB5R2	CYP2F1	CYP4V2	CYP4X1	CYTH3	DAGLB	DCUN1D1	DEAF1	DEFB1	DENND1A	DENND5A	DEPTOR	DGKA	DGKH	DHRS12	DHRS4L2	DNAJC28	DOCK9	DSC2	DST	DTX2	DTX4	DUSP4	EDEM1	EFHD1	EHF	EIF4EBP3	ELAPOR1	ELMO1	EMB	EML5	ENDOG	ENTPD2	EPHX4	EPS8L1	ERAP2	ERCC6L2-AS1	ESYT2	ETV4	EVA1C	EXTL3	EYA2	EZH1	F3	F8A1	FABP7	FAM229A	FAM3D	FAM83A	FAM83E	FAM83H	FAN1	FAT2	FBLN2	FBXL8	FBXO27	FBXO32	FBXO6	FCGBP	FCMR	FGD5	FGFRL1	FGGY	FHL2	FKBP11	FMO5	FMOD	FNDC10	FOLH1	FOSL1	FOXC1	FOXO1	FOXQ1	FOXRED2	FRAT2	FRMD4A	FRMD6	FRZB	FUT2	FXYD5	FYCO1	GABBR1	GABRP	GAL3ST4	GALNT12	GALNT6	GATM	GBA1	GBP1	GCLM	GDPD5	GFM1	GGT6	GHDC	GHR	GK	GK5	GLIPR2	GLIS3	GLYATL2	GMPR	GNA15	GNE	GNG7	GPR137B	GPR173	GRAMD2B	GRHL1	GRTP1	GSTA1	GXYLT2	H2AC15	HAPLN3	HARBI1	HDHD5-AS1	HEY1	HEY2	HHAT	HIVEP3	HLA-B	HS3ST1	HSD17B2	HSD3B7	HSH2D	HTRA1	IDH1-AS1	IFI16	IFNAR2	IGFBP3	IGFBP4	IKBKE	IL17RC	INHBA	INHBB	INSR	IQCE	IQCH	IQCH-AS1	IQGAP2	IQSEC2	ISG20	ISL1	ITFG2-AS1	ITGB4	ITGB8	ITPKC	ITPR2	ITPRIPL1	JDP2	KANK4	KAT2B	KAZALD1	KCNK6	KCNMA1	KCNN4	KCTD14	KHDRBS3	KIAA1671	KIF13B	KIF16B	KLF11	KLF9	KLK10	KLK11	KRT14	KRT15	KRT23	KRT4	KRT6B	KRT7	KRT86	LARS2	LCN2	LENG9	LGALS9	LGR4	LHFPL2	LINC00342	LINC00649	LINC00847	LINC00920	LINC00992	LINC01023	LINC01133	LINC01198	LINC01473	LINC01535	LINC01644	LINC01876	LINC01889	LINC02188	LIPE-AS1	LMBRD2	LNX1	LPAR6	LPCAT2	LPGAT1	LRATD1	LRIG1	LRRC1	LRRC26	LSP1	LTC4S	LTF	LURAP1L	LYN	LYPD3	LZTS3	MAFB	MANSC1	MAP1B	MARCHF2	MARCHF3	MCC	MEG3	MEIS1	MESP1	METRN	MFSD6	MFSD6L	MGAT2	MGP	MHENCR	MIA	MIATNB	MICALL1	MICALL2	MIF4GD	MIR200CHG	MIRLET7BHG	MKRN2OS	MLPH	MLYCD	MMAA	MMP7	MOB3C	MR1	MRAS	MT1E	MT3	MUC16	MUC20	MUC5B	MYC	MYO15B	MYO18A	MZF1-AS1	N4BP3	NACAD	NALCN	NBL1	NBPF3	NCALD	NCK2	NEBL	NECTIN1	NEIL1	NEURL3	NEURL4	NFATC1	NIPAL1	NIPAL2	NMNAT3	NMRK1	NOL3	NOP14-AS1	NOXO1	NPB	NPDC1	NPEPL1	NPHP3	NPIPB11	NPM2	NPNT	NQO1	NR2F2-AS1	NR4A2	NRAD1	NRBP2	NSMF	NTN1	NTRK2	NUMBL	NUPR1	OAF	OGFRL1	OPLAH	OPTN	ORAI1	PACS1	PADI2	PALLD	PALMD	PART1	PAX1	PAX9	PCAT6	PCDHB16	PCSK6	PDE12	PDE4B	PDF	PDK3	PDLIM2	PDZK1IP1	PER2	PEX11G	PF4V1	PFKP	PHF7	PHF8	PHLDA1	PHLDA2	PHLDB3	PIK3CD-AS2	PIK3IP1	PIM2	PINK1	PIP	PITPNA	PITPNC1	PITPNM3	PITX1	PKN2-AS1	PKP1	PKP2	PLA2G6	PLA2R1	PLAAT3	PLAAT4	PLLP	PLPP2	PLPPR2	PMEPA1	PNPLA7	PODXL	POLR2J3	POU2F3	PPFIA3	PPFIBP2	PPM1H	PPP1R1B	PPP1R3F	PPP5D1P	PPT2	PRAP1	PRKAR2B	PRKCH	PROM1	PROSER2	PRR15	PRR4	PRSS21	PSME4	PSMG3-AS1	PTGER4	PTH2R	PTPN18	PTPN23	PTPRE	PTRH1	PXDC1	PYGL	RAB27B	RAB3D	RAPGEF5	RASAL1	RASSF5	RASSF6	RBM14	RBM27	RBP7	RCAN1	RDH10	RDH13	REEP2	RENBP	REPS2	RETREG1	RETSAT	RGCC	RGS10	RHBDL1	RHOV	RIC3	RILPL2	RIN2	RINL	RIPOR2	RNF144B	RNF150	RNF152	RNF227	RORA	RPS6KA4	RRAGD	RRAS	RRP36	RTN2	RTN4IP1	RTTN	RUNX1	RUNX3	S100A2	S100B	SAMHD1	SAYSD1	SBNO2	SCGB1A1	SCGB3A1	SDCBP2-AS1	SEC24A	SECTM1	SELENOM	SELENOV	SERTAD4	SERTAD4-AS1	SEZ6L2	SFN	SFRP1	SGPP2	SH2D3A	SH3BP4	SH3BP5	SH3PXD2B	SH3RF1	SHC2	SHLD2	SIX1	SIX2	SLC15A2	SLC1A5	SLC22A23	SLC25A10	SLC25A21	SLC25A25-AS1	SLC25A27	SLC25A42	SLC25A43	SLC2A9	SLC30A4	SLC33A1	SLC35A3	SLC35F6	SLC37A1	SLC39A8	SLC43A2	SLC43A3	SLC44A4	SLC45A4	SLC49A3	SLC4A11	SLC4A3	SLC5A1	SLC5A8	SLC66A2	SLC66A3	SLC9A1	SLC9A6	SLCO1A2	SLCO3A1	SLCO4C1	SLIT3	SLITRK6	SLPI	SMIM22	SMIM31	SMPDL3A	SNAPC4	SNX19	SOCS6	SOSTDC1	SOX10	SOX21	SOX21-AS1	SOX8	SPATA13	SPDEF	SPHK1	SPIRE2	SPSB2	SQOR	SRF	SRGAP1	ST20	ST3GAL1	ST3GAL4	ST6GALNAC1	STARD5	STEAP1	STEAP2	STK10	STPG1	STXBP5	SULF2	SULT1A3	SULT2B1	SUSD6	SYBU	SYCE1L	SYT7	SYTL3	SZT2	TACC2	TAP2	TAPBPL	TCEA3	TCN1	TENT5A	TENT5B	TEX261	TF	TFAP2A	TFAP2C	TGFA	TGM2	TGM5	THBS3	THSD4	TIGD2	TIMP1	TIRAP	TM4SF1	TM4SF1-AS1	TMC5	TMCO3	TMCO4	TMEM131L	TMEM139	TMEM238	TMEM241	TMEM40	TMEM63A	TMEM71	TMT1A	TNFAIP2	TNFAIP8	TNFRSF14	TNFSF10	TNFSF12	TNFSF13	TNFSF13B	TOX3	TPBG	TRAK1	TRIM17	TRIM29	TRIM47	TRPS1	TSHZ2	TSLP	TSPAN1	TSPAN5	TSPAN8	TTC9	TTYH1	TUBB6	TYMP	UACA	UBXN8	UNC5CL	USP43	UTP20	VCAN	VEGFB	VEGFC	VSIR	VTCN1	WAC-AS1	WFDC1	WFIKKN1	WHRN	WIPI1	WNK2	WNT5B	ZBTB7C	ZBTB8A	ZC3H3	ZDHHC2	ZFPM1	ZG16B	ZHX3	ZNF12	ZNF182	ZNF212	ZNF217	ZNF296	ZNF30	ZNF319	ZNF385C	ZNF426-DT	ZNF449	ZNF513	ZNF524	ZNF554	ZNF598	ZNF70	ZNF701	ZNF750	ZNF774	ZNF788P	ZSWIM8
HE_LIM_SUN_FETAL_LUNG_C1_SQUAMOUS_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C1_SQUAMOUS_CELL	A2ML1	ABCG1	ABLIM3	ABO	ACHE	ADGRF1	ALDH1A3	ALS2CL	AMN	ANKRD13A	ANXA1	APOBEC3A	APOBEC3B	APOBEC3C	APOD	ARAP2	ARHGAP27	ARRDC4	ASS1	ATG9B	B3GALT4	B3GNT3	B3GNT8	B4GALT1-AS1	BARX2	BATF	BICDL2	BMAL2	BNIPL	C15orf39	C15orf48	C15orf62	C6orf132	CAB39L	CALML3	CAMK2N1	CAPNS2	CCDC69	CD68	CDC42EP5	CDKN1A	CDKN2B	CEACAM6	CERS3	CIMAP1B	CLDN1	CNGA1	COMTD1	CPPED1	CRYAB	CRYBG2	CST6	CSTA	CTSV	CYSRT1	CYTOR	DAPP1	DDB2	DEFB1	DENND2C	DHX58	DOCK8	DUOX1	DUSP5	ECM1	EHD3	EHF	EMP1	EPHX3	EPS8L1	EVA1C	F3	FAM25A	FAM3D	FAM83A	FBXO32	FDXR	FNBP1	FOSL2	FRMD6	FUT3	FUT6	GAN	GBP2	GBP3	GCNT3	GDPD3	GGT6	GNA15	GNG12	GNG4	GPR160	GPR87	GRAMD1C	GRAMD2B	GRHL1	H2BC4	H2BC5	H4C14	H4C8	HECA	HMOX1	HPGD	HSPB8	IER5	IFI16	IFI27	IFI6	IL10RB	IL1RN	IL34	IL36RN	IQANK1	IRAG2	IRF5	ISG15	ITGB8	IVL	KANSL1-AS1	KLC3	KRT13	KRT15	KRT16	KRT23	KRT4	KRT7	KRT78	KRT80	LCN2	LGALS9	LINC00278	LINC01269	LINC01816	LINC02303	LNCTAM34A	LNX1	LRATD1	LYPD2	LYPD3	LYST	MAB21L4	MAL	MEIS1	MGLL	MIR200CHG	MIR4435-2HG	MOSPD1	MPZL3	MT1E	MUC15	MUC20	MUC21	MUC4	MX1	MYZAP	NABP1	NCCRP1	NEBL	NECTIN4	NMRK1	NR1D1	NRG4	OAS1	OAS2	OPTN	OSBPL3	PADI1	PAX9	PHLDA1	PHLDA2	PHLDA3	PIK3IP1	PITX1	PKP1	PLAAT4	PLAC8	PLB1	PLD1	PLEKHF1	PLEKHG6	PRDM1	PRRG4	PRSS27	PSCA	PTK6	PYGL	RAB27B	RARB	RDH13	RECQL5	RHCG	RHOV	RNASEL	RND3	RNF223	RNF39	RRAGD	RUNX2	S100A4	S100A9	S100P	SAMD9	SAMHD1	SBF2-AS1	SCEL	SCNN1A	SDCBP2	SERPINB2	SERPINB5	SERPINB7	SFN	SKAP2	SLC15A2	SLC45A4	SLPI	SMIM22	SMIM5	SMPDL3A	SNX8	SP6	SPINK5	SPNS2	SPRR2A	SPRR3	SRD5A3	SRGAP1	SRPX2	ST6GALNAC1	SYTL2	TCP11L2	TGFA	TICAM1	TINCR	TM4SF1	TMEM117	TMEM127	TMEM184A	TMEM40	TMPRSS11B	TMPRSS11E	TMPRSS4	TNFRSF14	TNFSF10	TP53INP2	TPCN1	TRIM16	TRIM29	TSPAN1	TTC9	TUFT1	TYMP	UACA	UPK1B	USP6NL	VGLL1	VLDLR	VSIR	ZFY-AS1	ZFYVE1	ZNF185	ZNF524	ZNF554	ZNF57	ZNF750	ZNFX1	ZSWIM4
HE_LIM_SUN_FETAL_LUNG_C2_ADC_1_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_ADC_1_CELL	A1BG	ABCC4	ACHE	ADAM19	ADORA2A	ALCAM	ANKRD33B	ANKRD55	ANTXR2	AOC1	APOBEC3H	ARHGAP10	ARHGAP22	ARL17B	ATP6V0A2	ATP8A1	AUTS2	BCL2L11	BCL2L14	BIRC3	BTN2A2	C17orf49	CASP7	CASTOR1	CCDC28B	CCDC81	CCL19	CCL22	CCR7	CD1E	CD200	CD274	CD40	CD80	CEP135	CEP15	CHD3	CHST7	CKB	CLIC2	COMTD1	CXCL10	CXCL9	CYB5A	DAAM1	DCAF6	DHX58	DLGAP4	DSG2	DUSP4	DUSP5	EBI3	EDARADD	ENO3	ENOX1	EPSTI1	ETV3	ETV3L	FAS	FBXO27	FLT3	FOXD4L3	FOXD4L4	GADD45A	GBP1	GBP4	GCSAM	GNG11	GPR137B	GPR157	H6PD	HDHD3	HLA-DOB	HLA-DQB2	HLA-F	HMSD	HOPX	ICAM4	ICOSLG	IDO1	IGKC	IL15	IL32	IL4I1	IL7R	IRF4	ISG20	JAG1	LAD1	LAMP3	LIMCH1	LINC01588	LINC01857	LRRC61	LRRFIP2	LUZP1	LY75	LZTFL1	MACROH2A2	MAP1LC3A	MAP3K14	MAP4	MGLL	MIR155HG	MMD	MMP2-AS1	MREG	MYO1C	NCCRP1	NDE1	NECTIN2	NET1	NIBAN1	NMRK1	NRP2	NUAK2	P2RY10	P2RY8	PHLDA2	PLAAT3	PLEKHG1	PLXNC1	POGLUT1	POLD1	PPP1R16B	PSD3	PSEN2	RAB30	RAB5B	RASGRF1	RASGRP3	RFTN1	RHOF	RNF19B	SAMD9L	SBNO2	SLC22A23	SLC44A1	SLCO5A1	SNN	SNX11	SOCS1	SPIB	TBC1D4	TBC1D8	TFPI2	THAP2	TMCC3	TMEM176A	TMEM176B	TNFRSF8	TNIP2	TRABD2A	TRADD	TRAF1	TRAF5	TRAFD1	TREML1	TRIP10	TSPAN13	TSPAN15	TSPAN33	TUBB6	TVP23A	UBD	VAC14	WNT5B	ZC3H7B	ZEB1	ZNF296	ZNF366	ZNF608
HE_LIM_SUN_FETAL_LUNG_C2_ADC_2_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_ADC_2_CELL	ADAM8	ALCAM	APOL3	ARHGAP10	ARHGAP22	ARHGAP31	BIRC3	C15orf48	C17orf80	CCDC28B	CCL17	CCL19	CCL22	CCR7	CD1C	CD1E	CD207	CD274	CD40	CD58	CD80	CDC42EP1	CHST7	CREB3	CST7	CXCL10	CXCL9	DNASE1L3	DUSP5	EBI3	EGLN2	EPHB3	ETV3	ETV3L	GADD45A	GBP1	GBP2	GBP3	GBP4	GMPPB	GPR132	GPR137B	GTDC1	HES4	HIVEP1	HIVEP2	HLA-DOB	HLA-DQB2	HLA-F	HYOU1	IDO1	IL2RG	IL4I1	IL7R	ISG20	LAMP3	MAP3K14	MCOLN2	MIR155HG	MROCKI	MT2A	NAA30	NECTIN2	NET1	NIBAN1	NPIPA1	NR6A1	ORAI2	PARM1	PLA1A	POGLUT1	PPAT	PTPRK	PXDC1	RFTN1	RNF144B	SAMD9L	SDC2	SGTB	SH2B2	SLC25A25	SLC38A1	SLC9A1	SNN	ST20	ST3GAL2	STARD10	TCHH	TIFAB	TMEM156	TNFRSF18	TNIP2	TRAF1	TRAF2	TRIP10	TUBB6	TVP23A	UAP1	USP12	VCAM1	VMO1	ZBTB46	ZEB1
HE_LIM_SUN_FETAL_LUNG_C2_APOE_POS_M1_MACROPHAGE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_APOE_POS_M1_MACROPHAGE_CELL	ADAMDEC1	APOC1	APOE	CASK	CETP	ENPP2	HBA1	MMP9	NR1H3	PLA2G2D	PLA2G7	PTGDS	RARRES2	TIMD4	UBD
HE_LIM_SUN_FETAL_LUNG_C2_APOE_POS_M2_MACROPHAGE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_APOE_POS_M2_MACROPHAGE_CELL	A1BG	ABCC3	ABCC5	ABCG1	ABITRAM	ACADS	ACBD5	ACOT13	ACOT2	ACOX1	ACP2	ACP5	ACVRL1	ADAM9	ADCK2	ADORA3	AGAP3	ALKBH4	AMDHD2	ANKH	ANKRD9	ANPEP	AP1AR	AP5B1	AP5S1	APOC1	APOE	APOL1	APOL6	APPL2	ARHGAP10	ARHGAP21	ATP13A2	B3GALT4	BACE2	BAP1	BCAM	BCAP29	BCAR3	BCL2L1	BOLA3	BRD1	BRF2	BSCL2	C11orf54	C11orf96	C11orf98	C12orf4	C15orf48	C17orf80	C1orf122	C1orf54	C2	C6orf120	CADM1	CALU	CARM1	CASP10	CBFB	CCDC106	CCDC117	CCND1	CCZ1B	CD151	CD209	CD276	CD38	CD40	CD58	CD59	CD5L	CD72	CD82	CD9	CDCP1	CDK18	CEACAM21	CENATAC	CENPB	CEP41	CERS4	CETP	CHCHD6	CHST10	CLIC2	CMKLR1	CMPK2	COPRS	COPS8	CPNE2	CREB3	CREB3L2	CTSF	CUEDC1	CUL9	CXCL12	CXCL3	CYP27A1	CYSTM1	DAPK1	DARS2	DCHS1	DDX60L	DENND11	DENND2D	DENND4C	DERL1	DEXI	DHODH	DHRS7B	DHX35	DHX58	DNAJC30	DNASE1L1	DNASE2	DNMT3A	DPH6	DPY19L3	DST	DTX3L	DUS4L	DYSF	EBI3	EDC3	EEF2KMT	EEIG2	EEPD1	EIF2AK2	ELL2	EMP1	ENPP2	EPAS1	EPB41L2	EPHX1	EPSTI1	ERRFI1	ETV5	EXT2	FABP3	FAM114A1	FAM120B	FAM20C	FAM78A	FARP1	FBP1	FBXW2	FCGBP	FCGR3A	FCGR3B	FECH	FEZ1	FLVCR2	FMNL2	FNDC3B	FPR3	FXYD6	GAL3ST4	GALK2	GALM	GAS2L1	GAS2L3	GBA1	GBP1	GBP2	GCN1	GFER	GFM2	GFRA2	GIMAP6	GNA12	GPNMB	GPR137B	GPR89A	GPX3	GRAMD4	GRK3	GSAP	H4C16	HAGHL	HECTD3	HERC5	HIF1AN	HIVEP3	HK3	HLA-F	HMGXB3	HPSE	HS1BP3	HSD17B14	HSD3B7	HYAL2	ICMT	ID1	IER3IP1	IFI27	IFI44	IFI44L	IFI6	IFIH1	IFIT1	IFIT2	IFIT3	IFT74	IGF2R	IGSF21	IKBKE	IL10	IL18	IL4I1	INF2	INTS5	IQSEC2	ITGA9	ITSN1	JKAMP	KCMF1	KCNJ5	KCNMA1	KCTD7	KIAA1217	KIFC3	KLHDC8B	LACC1	LDAH	LGALS3BP	LHFPL2	LINC01645	LINC03070	LMNA	LONP1	LPCAT3	LRRC28	LRRK1	LXN	LYSET	LZTFL1	LZTR1	MAGEH1	MAIP1	MCM4	ME1	MED31	MERTK	METTL13	MFAP1	MFHAS1	MFSD12	MFSD5	MGLL	MITF	MLLT1	MMD	MMP19	MMP2-AS1	MORN2	MRPL1	MSR1	MSTO1	MX1	MYO1E	MYO7A	MYO9A	NAB2	NAGLU	NCEH1	NDST2	NECTIN2	NFAM1	NFE2L3	NIBAN2	NMRK1	NOL9	NPDC1	NR1H3	NRP2	NTMT1	NUAK1	NUPR1	OAS2	OAS3	OGFOD2	OPTN	OTOA	PALLD	PANK3	PAPSS1	PAPSS2	PARP12	PATL2	PCBD2	PCK2	PCYT2	PDE6G	PDGFC	PDHX	PDLIM7	PDZD11	PELATON	PFKP	PGM2L1	PGM3	PGPEP1	PHACTR2	PHYH	PICK1	PIP5K1C	PLA2G15	PLA2G7	PLBD2	PLD1	PLEC	PLEKHM2	PLOD3	PLVAP	PLXNA1	PNPO	POLR3A	PPARG	PPFIBP2	PPIC	PPME1	PRADC1	PRXL2A	PWP2	PYROXD1	RAB35	RAB3GAP2	RAB42	RAB7B	RALGDS	RARRES1	RASGRP3	RCAN1	RCL1	RHOBTB1	RIDA	RIGI	RMDN3	RMND5B	RNF14	RNF217	RNF26	RNLS	RPP25	RRAGD	S1PR1	SACS	SAMD9L	SASH1	SCD	SCN1B	SDC2	SDC3	SDSL	SELENBP1	SENP5	SERINC2	SERPING1	SETBP1	SGPL1	SGSH	SGTB	SH3PXD2A	SH3YL1	SIGLEC1	SIGLEC11	SIGLEC7	SIGLEC9	SIKE1	SIL1	SLC11A2	SLC1A3	SLC22A18	SLC26A11	SLC29A3	SLC35A2	SLC35A4	SLC35F6	SLC36A1	SLC37A2	SLC38A6	SLC38A7	SLC39A11	SLC44A2	SLC46A1	SLC48A1	SLC7A8	SLFN5	SMPD1	SMPDL3A	SMUG1	SMYD3	SNTB2	SNX24	SOCS6	SPECC1L	SPIC	SPP1	SPRING1	SQOR	SREBF1	STARD8	STK11IP	STOM	SUCNR1	SULT1A2	SULT1A4	TANC2	TCEAL3	TCN2	TCTN1	TDP2	TECPR2	TFPT	TGFBRAP1	TGM2	TIMD4	TMEM138	TMEM140	TMEM176A	TMEM176B	TMEM203	TMEM220	TMEM37	TMEM9	TMEM94	TMIGD3	TNFRSF21	TNFSF12	TNS1	TNS3	TOR1B	TOR4A	TP53I3	TPCN2	TPD52	TREM2	TRIM14	TRIM47	TRMT61B	TSC1	TSPAN15	TTC27	TTC38	TTLL4	TWF1	UACA	UBA5	UBA6-DT	UBASH3B	UCKL1	UPP1	USP40	VAMP5	VAT1	VCAM1	VEGFB	VMO1	VPS37C	VPS54	WDR55	WDR81	XAF1	ZBTB24	ZER1	ZFYVE21	ZMAT5	ZNF134	ZNF26	ZNF260	ZNF480	ZNF585A	ZNF654	ZNF669	ZNF76	ZXDC
HE_LIM_SUN_FETAL_LUNG_C2_BASOPHIL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_BASOPHIL_CELL	ADAM19	ADAM8	ADGRG3	AKAP12	ALS2	ANKRD28	APOBEC3A	ATP10D	ATP2A3	BCL9L	C16orf54	CA8	CCHCR1	CCNA1	CCR3	CD244	CD69	CD9	CLC	CPA3	CR1	CSF1	CSF2RB	CXCR1	EIF2AK3	EIF4E3	ELL2	ELP1	ENTPD7	EPC2	ETS1	FAM117A	FGFR1	FRY	GATA1	GATA2	GCSAML	HCAR3	HDC	HELB	HK3	HPGD	HS6ST1	HYPK	IFITM1	IKZF2	IL1RL1	IL32	IL4	IL5RA	ITGA2B	JAZF1	KIF13A	KIF21B	KLF5	LAT	LAX1	LFNG	LIMK2	LINC00324	MCTP2	MHENCR	MIR222HG	MMP25	MS4A3	MXD3	MYB	NLRC3	NMT2	NOTCH1	OLIG1	ORMDL3	OXER1	PABIR3	PADI4	PBXIP1	PDE3B	PHLDA2	PIGA	PIM1	PKP2	PRSS57	RAB27A	RAB37	RAB3D	RAB44	RCAN3	REXO5	RFLNB	RGL4	RHEX	S100P	SERPINB2	SH3BP5L	SLC18A2	SLC45A3	SPMIP5	SPTBN1	STAP1	TEC	TESPA1	TEX30	TMEM154	TNIK	TOP1MT	TRAF3IP2	TTC39B	TTN	UBA6-DT	VSTM1	WIPI1	ZNF429	ZNF683
HE_LIM_SUN_FETAL_LUNG_C2_CXCL9_POS_MACROPHAGE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_CXCL9_POS_MACROPHAGE_CELL	ACSL1	ANKRD22	APOBEC3A	APOL2	APOL3	APOL6	ARAP2	BATF	BIRC3	C15orf48	C21orf91	CAMK2D	CASP5	CCL19	CCL8	CD274	CD38	CD40	CD80	CLEC4E	CUL1	CXCL10	CXCL11	CXCL9	DNAJC14	DRAM1	DTX3L	EBI3	EPSTI1	ETV7	FAM241A	FAS	FBXO6	FCGR1BP	FFAR2	FNDC3B	GBP1	GBP2	GBP3	GBP4	GBP5	GCH1	GGT5	GPR84	HAPLN3	HCAR3	HIVEP2	HIVEP3	HLA-F	IDO1	IFI35	IFI6	IFIH1	IFIT2	IFIT3	IFITM1	IKBKE	IL15	IL15RA	IL1RN	IL27	IL32	IL4I1	IRF9	ISG20	JMJD4	KSR1	LAMP3	LGALS3BP	LIMK2	LINC00937	LINC01678	METTL1	MIR503HG	MT2A	MX1	NBN	NECTIN2	NFE2L3	NLRC5	OAS2	OAS3	OASL	P2RX7	P2RY14	PARP12	PARP9	PATL2	PIM1	PLAAT4	PRR5L	PTGIR	RAPGEF2	RNF19B	SAMD9L	SECTM1	SERPINB9	SERPING1	SGTB	SLAMF7	SLAMF8	SLC2A6	SLC31A2	SOCS1	SRC	STAMBPL1	STAT1	STEAP4	TAP1	TAP2	TBC1D2B	TIFA	TIFAB	TMEM140	TNFRSF4	TRAF1	TRAF3	TRAFD1	TRIM69	USP12	UST	VAMP5	VCAM1	VPS9D1	XAF1	XKR8
HE_LIM_SUN_FETAL_LUNG_C2_CYCLING_DC_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_CYCLING_DC_CELL	AAAS	AARS1	AARS2	AASDH	ABCB7	ABCB8	ACAA2	ACAD9	ACAP1	ACAT1	ACAT2	ACBD6	ACD	ACOT2	ACOT7	ACOX3	ACP3	ACSF2	ACTL6A	ACTR1B	ACTR6	ACYP1	ADAM15	ADAP1	ADGRG5	ADK	AGA	AGGF1	AGK	AGPS	AHI1	AIFM1	AIRIM	AK6	AKIP1	ALCAM	ALDH16A1	ALDH18A1	ALDH7A1	ALG1	ALG5	ALG8	ALMS1	ALYREF	ANAPC10	ANAPC15	ANAPC2	ANAPC7	ANKRD26	ANKRD28	ANKRD36	ANKRD36B	ANKRD39	ANKRD54	ANLN	AP1G2	AP4M1	APEX2	APOBEC3B	APOO	AREG	ARHGAP11A	ARHGAP33	ARHGEF39	ARL13B	ARL3	ARL4D	ARL6IP6	ARMC10	ARMC6	ASF1A	ASF1B	ASH2L	ASPM	ASRGL1	ASTE1	ASXL1	ATAD2	ATAD3A	ATAD3B	ATAD5	ATF1	ATIC	ATL2	ATP23	ATP6V0E2	ATPAF1	ATRIP	AUNIP	AURKA	AURKB	AUTS2	B3GNTL1	B4GALT4	BABAM2	BAG2	BANK1	BARD1	BBS7	BCAT2	BCKDHA	BCL2	BCL2L12	BCL7A	BCL7C	BDH1	BEND5	BIRC5	BLM	BNIP1	BOLA1	BOLA3	BOP1	BORA	BRCA1	BRCA2	BRCC3	BRD7	BRD8	BRF2	BRI3BP	BRIX1	BRPF1	BSCL2	BTG3	BUB1	BUB1B	BUD13	C11orf24	C11orf98	C12orf43	C12orf75	C15orf61	C17orf49	C19orf48P	C1orf122	C1orf131	C1orf174	C1orf35	C21orf58	C2orf69	C4orf33	C4orf46	C6orf136	C8orf76	C9orf40	CALHM2	CARHSP1	CASP6	CASP8AP2	CBFB	CBX5	CC2D1A	CCDC14	CCDC167	CCDC18	CCDC25	CCDC28B	CCDC34	CCDC51	CCDC86	CCHCR1	CCNA2	CCNB1	CCNB1IP1	CCNB2	CCNE2	CCNF	CCNK	CCNQ	CCP110	CCR2	CCSAP	CD101	CD1C	CD1E	CD2	CD2BP2	CD69	CD7	CD79B	CDC20	CDC23	CDC25B	CDC25C	CDC26	CDC27	CDC45	CDC6	CDC7	CDCA2	CDCA3	CDCA4	CDCA5	CDCA7	CDCA7L	CDCA8	CDK1	CDK10	CDK16	CDK2	CDK5	CDK5RAP1	CDK5RAP2	CDKAL1	CDKN2AIP	CDKN2AIPNL	CDKN2D	CDKN3	CDT1	CENPA	CENPC	CENPE	CENPF	CENPH	CENPJ	CENPK	CENPL	CENPM	CENPN	CENPO	CENPP	CENPQ	CENPU	CENPW	CEP128	CEP131	CEP135	CEP15	CEP152	CEP192	CEP20	CEP295	CEP41	CEP43	CEP55	CEP57L1	CEP78	CEP83	CEP85	CES1	CETN2	CETN3	CFAP119	CFAP20	CFAP298	CHAC2	CHAF1A	CHAF1B	CHCHD4	CHD1L	CHEK1	CHEK2	CHMP7	CHRAC1	CHRFAM7A	CHST14	CHST2	CHTF18	CIAO3	CIAPIN1	CIDEB	CIP2A	CISD1	CIT	CKAP2	CKAP2L	CKAP5	CKS1B	CLEC11A	CLECL1P	CLK2	CLN6	CLPB	CLSPN	CMPK2	CMSS1	CNOT10	CNOT11	CNOT9	CNTLN	COASY	COL9A2	COPG2	COPRS	COPS7B	COPS8	COQ2	COQ4	COQ5	COQ7	COQ9	CPOX	CPSF3	CPSF4	CRAT	CRELD2	CRYBG1	CSE1L	CSTF1	CSTF2	CSTF3	CTNNAL1	CTPS1	CTSW	CTU2	CUL2	CUL3	CUTC	CWC27	CXXC1	CYB561D2	CYB5A	CYB5B	CYBRD1	CYP51A1	CYREN	DARS2	DBF4	DCAF15	DCAKD	DCPS	DCTPP1	DDA1	DDB2	DDX11	DDX49	DDX50	DDX55	DDX56	DEPDC1	DEPDC1B	DERA	DERL3	DHFR	DHRS13	DHRS4L2	DHTKD1	DIAPH3	DKC1	DLAT	DLD	DLEU2	DLGAP5	DLST	DMAC2	DNA2	DNAJA3	DNAJC21	DNAJC9	DOHH	DONSON	DPH2	DPH7	DPM1	DSCC1	DSN1	DTL	DTYMK	DUSP12	DVL2	DYNC2I2	E2F1	E2F2	E2F7	E2F8	EAF2	EBNA1BP2	EBP	ECHDC2	ECI1	ECSIT	ECT2	EDC4	EED	EEF1AKMT1	EEF1AKMT2	EEF1E1	EFCAB11	EFL1	EFNA4	EFNB1	EGLN2	EHBP1	EIF1AD	EIF2B3	EIPR1	ELF4	ELK1	ELP6	EMC9	EMSY	ENHO	ENOPH1	ENOSF1	EPB41	EPB41L2	ERAL1	ERCC4	ERG28	ERGIC2	ERI3	ERVK3-1	ESCO2	ESPL1	ESYT2	EXOSC1	EXOSC10	EXOSC2	EXOSC3	EXOSC6	EXOSC7	EXOSC8	EXOSC9	EZH2	F8A1	FADD	FADS1	FADS2	FAF1	FAHD2A	FAM111A	FAM111B	FAM72A	FAM72B	FAM72C	FAM72D	FAM76B	FAM83D	FANCA	FANCB	FANCD2	FANCG	FANCI	FANCL	FANCM	FARSB	FBLN1	FBLN2	FBXO22	FBXO4	FBXO5	FCER1A	FEN1	FH	FIGNL1	FILIP1L	FIRRM	FLT3	FN3KRP	FOXM1	FOXRED1	FPGS	FTSJ1	FUNDC1	FZD2	FZR1	G2E3	GALM	GALNT3	GAPT	GAR1	GART	GAS2L3	GATB	GATD1	GCDH	GCHFR	GCSH	GEMIN2	GEMIN4	GEMIN5	GEMIN6	GEN1	GFER	GGH	GINS1	GINS2	GINS3	GINS4	GLMN	GLRX2	GLRX5	GLT8D1	GMDS	GMEB1	GMNN	GMPPA	GMPPB	GMPS	GNB5	GNL2	GOLPH3L	GON7	GOT1	GOT2	GPALPP1	GPATCH4	GPN1	GPN2	GPS2	GPSM2	GPX7	GRK6	GSS	GSTM1	GSTZ1	GTF2E2	GTF2F2	GTF2H2	GTF2H2C	GTF3C5	GTPBP3	GTPBP4	GTPBP6	GTPBP8	GTSE1	GXYLT1	H1-5	H2AC11	H2AC12	H2AC13	H2AC14	H2AC16	H2AC17	H2AC20	H2AC21	H2AC4	H2AC8	H2AX	H2BC11	H2BC15	H2BC18	H2BC4	H2BC7	H2BC9	H3C10	H3C14	H3C15	H3C2	H3C3	H3C7	H3C8	H4C4	H4C6	HAAO	HACD1	HACD3	HARS1	HARS2	HAT1	HAUS1	HAUS2	HAUS3	HAUS5	HAUS6	HAUS8	HBS1L	HCCS	HDAC3	HDDC3	HDGFL2	HDGFL3	HEATR6	HELLS	HENMT1	HGH1	HILPDA	HIRIP3	HJURP	HLTF	HMBS	HMCES	HMGB3	HMGN4	HMGXB4	HMMR	HMOX2	HNRNPLL	HPF1	HPS6	HRAS	HROB	HSPA13	HSPBP1	HTRA2	HYI	HYLS1	IARS1	ICMT	IDH3A	IER3IP1	IFI27L1	IFRD2	IFT22	IFT52	IFT57	IGF2BP1	IGFBP7	IL18	ILVBL	IMMP1L	IMMP2L	IMPA2	INAFM1	INCENP	ING2	ING3	INIP	INSR	INTS10	INTS13	INTS14	INTS7	INTS9	IPO13	IPO5	IPO9	IQCB1	IRF4	ISG20L2	ISOC1	ISOC2	ISY1	ITGB3BP	ITGB7	JADE1	JMJD8	JPT2	KANSL2	KATNA1	KCNE5	KCNMB1	KCTD17	KDM1A	KEAP1	KIAA1586	KIF11	KIF14	KIF15	KIF17	KIF18A	KIF18B	KIF20A	KIF20B	KIF22	KIF23	KIF2C	KIF4A	KIFC1	KLHDC4	KLHL22	KLHL7	KMO	KMT5C	KNL1	KNSTRN	KNTC1	KRI1	KRR1	LAPTM4B	LAS1L	LEO1	LETM1	LIG1	LILRA1	LIN52	LIN54	LINC01150	LLPH	LMNB1	LMNB2	LRR1	LRRC14	LRRC23	LRRC40	LRRC42	LRRC45	LRRC47	LRRCC1	LTV1	LYAR	MACROD1	MACROH2A2	MAD2L1	MAD2L1BP	MAGEF1	MAGOHB	MAIP1	MAK16	MALSU1	MAP2K5	MAP3K20	MAP4K1	MAP7D3	MARS1	MARVELD1	MASTL	MATK	MBIP	MBOAT2	MCAT	MCCC1	MCM10	MCM2	MCM3	MCM4	MCM6	MCM7	MCM8	MCOLN2	MCRS1	MDC1	MDFIC	MDM1	MED20	MED21	MED30	MELK	METAP1	METTL1	METTL17	METTL4	MFSD5	MGAT2	MGME1	MICB	MIR4435-2HG	MIS12	MIS18A	MIX23	MKI67	MKRN2	MKS1	MLH1	MLST8	MMAB	MMS19	MMS22L	MMUT	MNAT1	MND1	MOB3B	MOCS2	MPHOSPH9	MRE11	MRGBP	MRM2	MRM3	MRPL2	MRPL38	MRPL39	MRPL42	MRPL46	MRPL48	MRPL58	MRPS10	MRPS11	MRPS14	MRPS18A	MRPS2	MRPS22	MRPS27	MRPS28	MRPS31	MRPS9	MRRF	MRTO4	MSH2	MSH3	MSH6	MSLN	MTA1	MTA2	MTA3	MTERF3	MTFP1	MTFR2	MTHFD1	MTRFR	MUTYH	MXD3	MYBL2	MYCBP	MYL6B	MYO19	MZF1-AS1	MZT1	N4BP2	NAA15	NAA40	NAA50	NABP2	NAE1	NAPSA	NCAPD2	NCAPD3	NCAPG	NCAPG2	NCAPH	NCAPH2	NCBP1	NCKIPSD	NDC1	NDC80	NDUFA9	NDUFAF6	NDUFC2	NDUFS1	NEDD1	NEFH	NEIL3	NEK2	NELFCD	NEMP1	NEMP2	NET1	NFYB	NIBAN1	NIF3L1	NIP7	NIT2	NKG7	NMB	NME1	NNT	NNT-AS1	NOA1	NOC2L	NOC4L	NOL10	NOL11	NPM3	NPRL2	NR2C2AP	NREP	NRGN	NRM	NSD2	NSMCE2	NSMCE4A	NT5C3A	NT5DC2	NTAQ1	NTHL1	NTMT1	NUCB2	NUDCD1	NUDT15	NUDT2	NUDT8	NUF2	NUFIP1	NUP107	NUP133	NUP153	NUP155	NUP188	NUP205	NUP210	NUP37	NUP50	NUP54	NUP85	NUP88	NUP93	NUSAP1	NVL	NXT2	ODF2	OGFOD1	OGFOD3	OGG1	OIP5	OPN3	ORC1	ORC2	ORC3	ORC6	OXCT1	PAAF1	PABIR2	PABPC1L	PAF1	PAFAH1B3	PAGR1	PAICS	PAIP1	PAK1IP1	PAK4	PAM16	PAQR4	PARP2	PARPBP	PAXBP1	PBX3	PCBD2	PCGF6	PCID2	PCIF1	PCK2	PCLAF	PCNA	PCNT	PCYT2	PDCD7	PDE12	PDE4D	PDE7A	PDF	PDLIM1	PDRG1	PDS5B	PDSS1	PDSS2	PDZD11	PELP1	PEX19	PEX3	PFKP	PGAP2	PGM1	PGM2	PGP	PGRMC1	PHAX	PHETA2	PHF19	PHGDH	PHTF1	PI4K2B	PIDD1	PIGF	PIGU	PIGX	PIMREG	PITPNA-AS1	PKIB	PKIG	PKMYT1	PKP4	PLAA	PLGRKT	PLK1	PLK4	PLRG1	PM20D2	PMM1	PMS1	PMS2	PNO1	PNPT1	POC1A	POC5	POLA1	POLA2	POLD1	POLD2	POLD3	POLE	POLE2	POLQ	POLR1E	POLR1G	POLR2C	POLR2D	POLR3A	POLR3K	POMZP3	POP4	POP7	PPAT	PPIE	PPIL1	PPM1D	PPP1R14A	PPP1R14B	PPP1R8	PPP2R1B	PPP2R5D	PPP5C	PRADC1	PRC1	PREB	PRELID2	PRELID3B	PRIM1	PRIM2	PRIMPOL	PRKAG1	PRKAG2-AS1	PRKRA	PRMT3	PRMT5	PRPF4	PRPS1	PRPS2	PRPSAP1	PRR11	PRR3	PSMB8-AS1	PSMC3IP	PSMD10	PSMD14	PSMG1	PSMG3	PSMG4	PSPC1	PSPH	PSRC1	PTCD3	PTPN7	PTTG1	PUDP	PURB	PWWP2A	PXMP2	PXMP4	PYROXD1	QDPR	QRSL1	RAB22A	RAB34	RABEP2	RABL6	RAC3	RACGAP1	RAD1	RAD17	RAD18	RAD51AP1	RAD51C	RAD51D	RAD54B	RAD54L	RAMAC	RANGAP1	RANGRF	RAP1GDS1	RARS1	RASSF7	RAVER1	RBBP8	RBFA	RBL1	RBM10	RCAN1	RCAN3	RCC1	RCC1L	RCCD1	RCN2	REC8	RECQL	RECQL4	RFC1	RFC2	RFC3	RFC4	RFC5	RFK	RFWD3	RHBDD2	RHNO1	RHOH	RIBC2	RIOK1	RLIG1	RMDN1	RMI1	RMI2	RNASE2	RNASEH1	RNASEH2A	RNF26	RNF34	RNGTT	RP9	RPA1	RPE	RPIA	RPL39L	RPP30	RPS6KA5	RRM1	RRM2	RRP1	RRP1B	RTCA	RUNX2	RUSC1	RUVBL1	RUVBL2	RXYLT1	S100B	SAAL1	SAC3D1	SACS	SAE1	SAP130	SAP30	SAPCD2	SAR1A	SARNP	SARS2	SASS6	SCAPER	SCCPDH	SCFD2	SCMH1	SCO2	SCRN1	SDHAF3	SDHAF4	SEC22C	SEC24B	SEH1L	SEL1L3	SENP5	SEPHS1	SEPTIN1	SEPTIN11	SFXN1	SFXN4	SGO1	SGO2	SHCBP1	SHMT1	SIGLEC5	SIGLEC6	SIGMAR1	SIRT6	SKA1	SKA2	SKA3	SKP2	SLC16A1	SLC16A7	SLC17A9	SLC19A1	SLC1A4	SLC25A1	SLC25A16	SLC25A17	SLC25A19	SLC25A24	SLC25A38	SLC25A40	SLC26A6	SLC27A5	SLC29A1	SLC2A1	SLC2A4RG	SLC35B1	SLC35B2	SLC37A4	SLC38A1	SLC39A8	SLC41A2	SLC41A3	SLC43A3	SLC52A2	SLC5A6	SLF1	SMC2	SMC4	SMC5	SMC6	SMG9	SMIM13	SMIM19	SMN1	SMPD2	SMPD4	SMYD2	SMYD3	SNAI1	SNAPC1	SNAPC5	SNCA	SNHG30	SNRNP25	SNUPN	SNX4	SP2	SPAG5	SPATS2	SPC24	SPC25	SPDL1	SPHK2	SPIB	SPINT1	SPNS3	SPOUT1	SPRTN	SPTSSA	SQLE	SRD5A3	SRP68	SRPK1	SRPRB	SRSF8	SSBP4	ST14	ST3GAL3	ST3GAL4	STAG1	STAM	STIL	STIM2	STK19	STK26	STRADA	STX18	SUCLA2	SULF2	SUN2	SUPT3H	SUV39H1	SUZ12	SVIP	TADA1	TADA2A	TAF1B	TAF5	TAF6	TAF6L	TAF9B	TBC1D7	TBL2	TBL3	TBP	TBRG4	TCF19	TCOF1	TCTN3	TDP1	TEDC1	TEDC2	TELO2	TERF1	TEX30	TFAP4	TFB1M	TFB2M	TFDP1	TFPT	TGS1	THAP11	THAP3	THAP7	THEM4	THOC3	THOP1	TIFAB	TIMELESS	TIMM21	TIMM22	TIMM29	TIMM44	TIMM50	TIMM8A	TIPIN	TK1	TM7SF3	TMA16	TMED1	TMEM102	TMEM106C	TMEM156	TMEM19	TMEM203	TMEM209	TMEM220	TMEM222	TMEM38B	TMEM39B	TMEM60	TMEM68	TMEM71	TMEM9	TMEM97	TMX2	TMX4	TNFAIP8L1	TNPO3	TOE1	TOMM34	TOMM40L	TOP2A	TOP3A	TOPBP1	TOR1A	TP53	TP53BP2	TP53I13	TPGS2	TPX2	TRAF2	TRAF4	TRAIP	TRAP1	TRAPPC13	TRIAP1	TRIM11	TRIM14	TRIP13	TRIT1	TRMT10C	TRMT13	TRMT6	TRMU	TRNAU1AP	TRNT1	TROAP	TSEN15	TSEN54	TSFM	TSN	TSR1	TSR3	TST	TSTD1	TTC39C	TTC4	TTF1	TTF2	TTK	TTLL12	TUBG1	TUBGCP3	TXNL4B	TXNRD1	TYMS	UAP1	UBALD1	UBE2C	UBE2M	UBE2S	UBE2T	UBL7-DT	UBR7	UCHL5	UCK1	UCK2	UHRF1	UMPS	UNG	UPF3B	UPK3A	UQCC1	UQCC3	UQCC4	USB1	USP13	USP14	USP39	USP5	UTP11	UTP3	UTP4	VCF2	VCPKMT	VPS16	VPS26B	VPS4A	VRK1	VRK2	VSIG10	WARS2	WBP4	WDHD1	WDR18	WDR4	WDR41	WDR5	WDR54	WDR76	WDR83	WEE1	WRAP53	WRAP73	WWOX	XPO7	XRCC1	XRCC4	YAF2	YARS1	YARS2	YDJC	YEATS4	ZC3H18	ZC3H3	ZC3H8	ZC3HC1	ZCCHC17	ZCCHC8	ZDHHC16	ZDHHC6	ZGRF1	ZNF10	ZNF138	ZNF143	ZNF296	ZNF326	ZNF367	ZNF503	ZNF574	ZNF639	ZNF668	ZNF714	ZNF738	ZNF76	ZNF789	ZNF85	ZNF90	ZNF92	ZNF93	ZUP1	ZW10	ZWILCH	ZWINT
HE_LIM_SUN_FETAL_LUNG_C2_DC1_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_DC1_CELL	ABHD6	ACAP1	ACOT7	ACSL5	ACSS2	ADAM19	ADORA3	AGPAT1	AHI1	AIM2	ALOX15	ANPEP	AP1G2	AP1S3	AP3M2	AP4B1	APOL2	APOL3	ARHGAP31	ARSB	ASB2	ATP2A3	ATP6V0A2	B3GNT7	B4GALT4	BATF3	BCAT2	BCL6	BEND5	BTLA	BTN2A2	C10orf105	C15orf48	C1orf21	C1orf54	CADM1	CALCRL	CAMK2D	CAMK2G	CASP9	CBFA2T3	CCDC122	CCDC126	CCDC146	CCND1	CCSER1	CD226	CD38	CD40	CDCA7	CENPBD1P	CENPN	CHN2	CHRFAM7A	CHST2	CKB	CLCN4	CLEC1A	CLEC2B	CLEC9A	CLECL1P	CLIC2	CLNK	CNFN	COMTD1	CRIP3	CRYBG3	CSKMT	CSRP1	CTNNAL1	CXCR3	CYFIP2	CYP2E1	CYP2S1	CYSTM1	CYYR1	DAPK2	DBN1	DCTPP1	DENND1B	DGAT2	DIPK2A	DLGAP4	DNASE1L3	DOP1A	DPP4	DST	DUSP18	DUSP4	ECE1	ECHDC2	EGLN2	EGLN3	ENOX1	ENPP1	EPB41	ERAP2	ERICH5	ESAM	FAH	FAM135A	FAM98B	FAR2	FARP2	FARS2	FBXO27	FHIP1B	FKBP1B	FLNB	FLT3	FMNL2	FNIP2	FRY	FUT8	GCSAM	GFOD1	GLTP	GNG7	GOLGA8B	GPR137B	GPR160	GPT2	GRAMD2B	GRAP2	H1-5	H2AC13	H2AC14	H2AC17	H3C10	HACD2	HLA-DOB	HLA-DQB2	HLA-F	HMGN4	HMOX2	HPS5	HSH2D	HSPBP1	HTR3A	IDH3A	IDO1	IFT57	IGFBP7	INF2	INPP5F	IQCE	IRAK2	ISG20	ISYNA1	ITGB7	KATNA1	KIAA0040	KIAA1958	KIF16B	KLHL22	LACC1	LDLRAD4	LIMA1	LMNA	LMNB1	LONRF1	LRRCC1	LRRK2	LY75	LYRM4	MACROH2A2	MAP2K6	MAP3K20	MAP3K4	MAP4K1	MAP4K5	MBOAT2	MCM7	MCOLN2	MIR181A1HG	MIR4435-2HG	MTERF2	MVB12B	MYCL	MYO9A	NAA40	NAE1	NAPSA	NAV1	NBPF12	NCALD	NCKAP5	NCOA7	NEGR1	NET1	NIBAN1	NID1	NMB	NOP2	NT5C3B	NUBPL	NUP210	OAT	OXCT1	OXSR1	P2RY10	P2RY14	P3H2	PAQR8	PARM1	PAWR	PCLAF	PDE4B	PDE4DIP	PDE6D	PDLIM1	PDLIM7	PDP1	PELO	PIGZ	PIK3CB	PKIB	PLCD1	PLEKHA5	PLEKHM3	PLPP1	PMM1	PNMA1	POLA2	PON2	PPM1J	PPP1R14A	PPY	PRELID2	PTGER2	PTK2	PTPN22	PTPRCAP	PTTG1	QPCT	QRSL1	RAB11FIP4	RAB29	RAB30	RAB3IP	RAB7B	RBBP8	RCN2	REC8	REEP3	REPS1	RFPL4A	RFPL4AL1	RFTN1	RGCC	RHEX	RHOF	RMI1	ROBO1	RUBCNL	RUSC1	S100B	SCARF1	SEL1L3	SEPTIN11	SERPINB9	SERPINF2	SH3RF2	SIGLEC10	SLAMF7	SLAMF8	SLC24A4	SLC25A12	SLC25A20	SLC25A29	SLC38A1	SLC46A3	SLC66A1	SLC9A7	SMASR	SNRNP25	SNX22	SP140	SPATS2	SPINT1	ST14	ST3GAL2	STK17A	STRADB	STX3	SULF2	SVIP	TACSTD2	TAP1	TAP2	THBD	THEM4	TIFAB	TK1	TLR10	TMEM102	TMEM14A	TMEM156	TMEM191B	TMEM191C	TMEM38B	TMEM97	TOMM34	TOP1MT	TOX	TP53RK	TPMT	TRERF1	TRIP6	TRPV2	TSPAN13	TSPAN15	TSPAN2	TSPAN33	TSPOAP1-AS1	TSTD1	UPK3A	USP1	VAC14	VAV3	WDFY4	WDR41	XCR1	ZBED3	ZDHHC18	ZEB1	ZNF296	ZNF366
HE_LIM_SUN_FETAL_LUNG_C2_DC2_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_DC2_CELL	ADAM28	ADAM8	ALCAM	ARL4C	BCL7A	CCDC86	CD1C	CD1E	CD69	COL9A2	CYP2S1	FBLN2	FCER1A	FCGR2B	FILIP1L	FLT3	GEM	GPAT3	HLA-DOA	HLA-DQB2	IL18	IL18BP	IL1R2	IRF4	KCNMB1	KIF17	LGALS2	LPXN	MAP4K1	MOB3B	MSLN	NAPSA	NCKAP5	NDRG2	NR4A3	P2RY14	PKIB	PPP1R14A	PTGDR2	S100B	SLAMF8	SLC38A1	SNAI3	SPINT1	ST14	TCTN3	TLR10	TMEM156	TMEM273	TMEM8B	TVP23A	VOPP1
HE_LIM_SUN_FETAL_LUNG_C2_DC3_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_DC3_CELL	CD2	CES1	MTMR11	NRGN	RNASE2	S100A8	UPK3A
HE_LIM_SUN_FETAL_LUNG_C2_GMP_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_GMP_CELL	ARMH1	AZU1	C16orf74	C1QTNF4	CITED4	CLEC11A	CST7	CTSG	DDX11	DEFA4	DEFB1	ELANE	ERLIN1	FKBP11	FUT4	HERC5	HGF	KCNE5	MCM6	MEG3	MGST1	MLC1	MPO	MS4A3	MTARC1	MYB	NKG7	NUCB2	PCLAF	PRSS57	PRTN3	RAB44	RGL4	RNASE2	RNASE3	SERPINB10	SERPINB8	SLC43A1	TOP1MT	TRGC1	TSPOAP1
HE_LIM_SUN_FETAL_LUNG_C2_HSC_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_HSC_CELL	AAMDC	AAR2	AASDH	ABCB1	ABCB7	ABCC1	ABHD10	ABHD17B	ABL2	ABLIM1	ABRAXAS1	ABRAXAS2	ABT1	ACAA2	ACAP1	ACAT2	ACBD6	ACCS	ACOT13	ACOT2	ACP6	ACSM3	ACSS1	ACTL6A	ACTR6	ACY1	ACYP1	ADA	ADAT2	ADCY3	ADGRG1	ADK	ADNP	ADPRM	AEBP1	AFAP1L2	AFMID	AGBL5	AGL	AGPAT4	AHDC1	AK3	AK6	ALDH18A1	ALDH1A1	ALDH1B1	ALDH6A1	ALG6	ALG8	ALG9	ALKBH2	ALKBH4	ANAPC1	ANAPC10	ANAPC7	ANGPT1	ANKLE2	ANKMY2	ANKRD26	ANKRD27	ANKRD28	ANKRD36	ANKRD36B	ANKRD36C	ANKRD46	ANKS3	ANTXR2	AP1G2	AP3M1	AP4B1	AP4M1	APP	APTR	ARB2A	ARHGAP22	ARHGEF3	ARHGEF9	ARID5B	ARL13B	ARL15	ARL16	ARL2	ARL4D	ARMC6	ARMC8	ARMCX1	ARMH1	ARSD	ARSK	ASB9	ASF1A	ASH1L-AS1	ASH2L	ATAD1	ATG10	ATG4D	ATIC	ATP23	ATP2A3	ATP2C1	ATP6V0A2	ATP6V0E2	ATP8B4	ATPSCKMT	ATXN7L1	ATXN7L3B	AUH	AUTS2	B3GALNT1	B3GNT2	B3GNTL1	B4GALT6	B9D2	BAALC	BAMBI	BCAS4	BCL2	BCL7A	BCR	BDH1	BDH2	BEND5	BEX2	BEX3	BICD1	BICRAL	BIN3	BLMH	BLZF1	BMP1	BMS1	BNIP1	BOLA1	BOLA2-SMG1P6	BRD8	BRF2	BSCL2	BSPRY	BTBD3	BTN3A1	C11orf21	C12orf43	C12orf76	C14orf93	C15orf40	C16orf54	C16orf87	C17orf80	C18orf21	C19orf48P	C1QTNF4	C1RL	C1orf131	C20orf96	C21orf58	C2orf69	C9orf43	CA8	CABIN1	CACNA1C-AS1	CALCOCO1	CALCRL	CAND1	CASC15	CASD1	CASP2	CASP3	CASP6	CASP7	CASP8	CAVIN1	CAVIN2	CBFA2T3	CBX2	CBX5	CCAR2	CCDC102A	CCDC122	CCDC125	CCDC127	CCDC14	CCDC152	CCDC171	CCDC18	CCDC25	CCDC28B	CCDC34	CCDC71	CCDC97	CCNB1	CCNB1IP1	CCND2	CCNJ	CCNT2	CD109	CD200	CD244	CD320	CD34	CD38	CD69	CD7	CD79B	CD82	CDADC1	CDC23	CDCA4	CDCA7	CDCA7L	CDK17	CDK2	CDK6	CDKN2AIP	CDKN2AIPNL	CDT1	CEBPZOS	CENPC	CENPF	CENPH	CENPK	CENPT	CENPU	CEP192	CEP20	CEP290	CEP41	CEP57L1	CEP68	CEP83	CEP85	CEP95	CEP97	CERCAM	CERS5	CERS6	CETN3	CFAP119	CFAP20	CFAP298	CFAP36	CFAP68	CGRRF1	CHD1L	CHEK2	CHRFAM7A	CHRNB1	CHST11	CHST12	CHST13	CHST14	CIAO3	CIAPIN1	CIBAR1	CKAP2	CKB	CLCN3	CLDN10	CLDN15	CLEC11A	CLP1	CLSTN3	CMBL	CMSS1	CMTM8	CNKSR3	CNNM2	CNOT10	CNPY2	CNST	CNTROB	COA1	COG6	COIL	COL24A1	COPG2	COQ4	COQ8A	COQ8B	COQ9	COX11	COX15	CPA3	CPLANE1	CPT1A	CPT2	CPXM1	CRCP	CREB3L4	CRIPT	CRNDE	CROCC	CRY1	CRYGD	CRYZL1	CSGALNACT1	CSPP1	CSTF1	CSTF2T	CSTF3	CSTPP1	CTPS1	CTPS2	CTSF	CTSW	CUL4A	CUTC	CXXC1	CXXC5	CYFIP2	CYP2R1	CYTL1	CYYR1	DAPK1	DBN1	DCAF13	DCAF16	DCAF17	DCAF6	DCTD	DCTPP1	DCUN1D5	DDHD2	DDX1	DDX19A	DDX50	DDX55	DEPTOR	DFFA	DGKE	DGLUCY	DHRS4-AS1	DIMT1	DIPK1B	DKC1	DLG1	DLK1	DLST	DMAC2	DMAC2L	DMAP1	DNAAF2	DNAH14	DNAJC18	DNAJC9	DNAL4	DNMT3A	DNMT3B	DOLPP1	DPF2	DPH1	DPH5	DPH6	DPH7	DPPA4	DPY19L3	DSG2	DSTYK	DTD1	DTNB	DTWD1	DTX3	DUS2	DUS3L	DUSP10	DUSP11	DUSP12	DUSP28	DVL2	DYNC2I1	DYNC2LI1	DYNLT5	DYRK1B	DYTN	DZIP3	EAF2	EARS2	EBP	EBPL	ECI2	ECSIT	EDC3	EDEM2	EEF1AKMT2	EFHC1	EFL1	EIF1AY	EIF2D	EIF3J-DT	EIF4EBP3	ELAC2	ELK1	ELOA-AS1	ELP2	ELP3	ELP6	EMC2	EMID1	EML2	ENTPD1-AS1	EPB41L4A-AS1	EPDR1	EPM2AIP1	EPS15L1	ERAL1	ERAP1	ERCC3	ERCC8	ERG	ERG28	ERGIC1	ERICH6-AS1	ERLIN1	ERV3-1	ESAM	ESCO1	ETAA1	ETFRF1	EVA1B	EXD3	EXOC6	EXOG	EXOSC2	EXOSC3	EXOSC7	EXOSC8	EXTL2	EZH2	F2R	F2RL1	FADS1	FADS2	FAHD2A	FAHD2B	FAIM	FAM117A	FAM161A	FAM200A	FAM216A	FAM219B	FAM222B	FAM30A	FAM50B	FAM76B	FAM86C1P	FANCF	FANCL	FANCM	FAR2	FARSB	FASTKD1	FASTKD2	FASTKD5	FBXL4	FBXO38	FBXW9	FGF16	FHIP2A	FHIT	FHL1	FIRRE	FKBP7	FLNB	FMC1	FPGS	FRA10AC1	FSTL1	FUNDC1	FUT8	G2E3	GABPA	GABPB1	GABPB1-AS1	GALNT7	GAPT	GAR1	GART	GATA2	GATA2-AS1	GATB	GATC	GBP2	GBP3	GBP4	GCDH	GCFC2	GCNT1	GEMIN4	GFER	GFI1B	GFM1	GFM2	GFOD2	GGH	GLE1	GLI4	GLIDR	GLMN	GMCL1	GMDS	GMDS-DT	GMPR	GMPS	GNA12	GNAI1	GNG11	GNPAT	GNPNAT1	GOLGA8B	GOLPH3L	GORAB	GOT2	GPANK1	GPATCH4	GPHN	GPN1	GPR146	GPR89A	GPR89B	GPSM2	GPX7	GRAP	GRWD1	GSE1	GSKIP	GSTM1	GSTM2	GSTM3	GSTZ1	GTF3C2	GTF3C3	GTF3C5	GTPBP3	GUCY1A1	GUCY1B1	GUF1	H2AC14	H2AC25	H2BC11	HACD1	HACD3	HACL1	HARS1	HAT1	HAUS1	HAUS3	HCG11	HCG18	HDAC6	HDAC7	HDAC8	HDDC2	HDGFL3	HDHD3	HEATR1	HECTD3	HELLS	HEMGN	HENMT1	HEXD	HIBADH	HIBCH	HIC2	HLTF	HMG20A	HMGA2	HMGB3	HNRNPA1L3	HOMEZ	HOPX	HOXA10	HOXA7	HOXA9	HOXB2	HOXB4	HPGD	HPS4	HSD17B8	HSF2	HSH2D	HSPA13	HTR1F	HTRA2	HUS1	HYAL2	HYAL3	IARS1	ICA1	ICAM2	ICE2	IDNK	IFI27L1	IFRD2	IFT122	IFT172	IFT22	IFT57	IFTAP	IGF1R	IGF2BP1	IGF2BP2	IGFBP7	IGLL1	IGSF10	IGSF8	IKZF2	IL12RB2	IL18	IL1RAP	IL27RA	IMMP1L	IMMP2L	IMPA1	ING3	ING4	ING5	INKA1	INPP4B	INTS13	INTS4	INTS7	INTS8	INTS9	IP6K2	IPO11	IPO13	IPO5	IQCB1	IQSEC3-AS2	IRF4	ISOC1	ISY1	ISYNA1	ITFG2	ITGA5	ITGA6	ITGB3BP	ITM2A	JAM3	JMJD4	JPX	JUP	KANSL3	KAT6B	KATNB1	KBTBD4	KCNN4	KCNQ1OT1	KCNQ5	KCTD18	KCTD3	KDM1A	KDM5B	KEAP1	KHDC4	KIAA1586	KICS2	KIF9	KIFAP3	KIT	KIZ	KLF12	KLHDC2	KLHL12	KLHL20	KLHL23	KLHL6	KLHL7	KLRG1	KMT2A	KNOP1	KPTN	KRBA2	KRBOX4	KRBOX5	KRIT1	KRR1	L3HYPDH	LANCL1	LAPTM4B	LAS1L	LDAF1	LDAH	LDOC1	LEMD3	LETMD1	LIAS	LIG3	LINC00539	LINC00623	LINC00662	LINC00665	LINC00667	LINC01003	LINC01023	LINC02210-CRHR1	LINC02573	LINC03052	LLPH	LMBR1	LMF1	LMNB1	LONRF1	LPIN1	LRBA	LRP5	LRP5L	LRRC23	LRRC27	LRRC41	LRRC42	LRRC61	LRRC70	LRRC8A	LRRC8B	LRRC8D	LRRFIP2	LSG1	LTBP4	LXN	LYRM1	LYRM7	LYRM9	LZTFL1	LZTS2	MACIR	MACO1	MACROD1	MAD2L1	MAGED1	MAGEH1	MAN1B1	MAN2A2	MANBAL	MAP1A	MAP2K5	MAP3K7	MAP4K2	MAP7	MAP7D3	MAP9	MAPK8	MAPKAPK5-AS1	MARK4	MAST4	MATK	MBD5	MCM2	MCM3	MCM3AP-AS1	MCM7	MCRS1	MCTP2	MDC1	MDK	MDM1	ME3	MECOM	MECR	MED17	MED19	MED20	MED21	MEF2C-AS1	MEG3	MEIS1	MEN1	MEST	METAP1	METAP1D	METTL1	METTL14	METTL15	METTL17	METTL18	METTL2A	METTL3	METTL8	MEX3A	MEX3B	MFAP1	MFAP2	MFAP4	MFGE8	MFSD14A	MIB1	MIEF1	MINPP1	MIR181A1HG	MIR181A2HG	MIR4458HG	MIS18A	MIX23	MKRN2	MKS1	MLC1	MLH3	MLLT3	MLST8	MMAB	MMRN1	MMS19	MMUT	MOAP1	MOB2	MOK	MOV10	MPHOSPH10	MPHOSPH9	MPI	MPL	MPO	MRE11	MRM1	MRM3	MRPL1	MRPL10	MRPL19	MRPL2	MRPL32	MRPL42	MRPL45	MRPL46	MRPL48	MRPL49	MRPL50	MRPS14	MRPS18A	MRPS2	MRPS22	MRPS27	MRPS30	MRPS9	MRTO4	MSH2	MSI2	MSMO1	MSRB3	MTERF3	MTG1	MTHFD1	MTHFD2L	MTHFSD	MTM1	MTMR2	MTR	MTRF1L	MTRFR	MTX2	MUTYH	MYB	MYC	MYCN	MYL6B	MYLK-AS1	MYO18A	MYO9A	MZB1	MZF1	MZT1	NAA35	NAA80	NAE1	NAP1L3	NAPA-AS1	NAPEPLD	NARS2	NBAS	NBN	NBPF1	NBPF11	NCBP2	NCBP2AS2	NDN	NDUFAF1	NDUFAF6	NDUFAF7	NEDD1	NEDD4	NELFA	NFATC1	NFE2	NFRKB	NFYA	NGDN	NGLY1	NHLRC3	NIFK-AS1	NIP7	NIPAL3	NIPSNAP1	NIT2	NKAPD1	NLE1	NMD3	NME1	NME6	NME7	NMRAL1	NNT-AS1	NOA1	NOB1	NOC3L	NOG	NOL11	NOL8	NOLC1	NOMO1	NOP2	NPR3	NQO1	NR1H3	NR2C1	NR2C2AP	NR6A1	NREP	NSMAF	NSUN3	NSUN4	NT5C2	NT5C3A	NT5C3B	NTHL1	NTPCR	NUBPL	NUCB2	NUDCD1	NUDT11	NUDT17	NUDT2	NUFIP1	NUP107	NUP155	NUP35	NUP37	NUP54	NUTM2B-AS1	NVL	NXPE3	OARD1	OBI1	OCIAD2	ODF2	ODF2L	OGFOD1	OMA1	ORAI2	ORC2	OSGEPL1	OXCT1	OXLD1	P2RX1	P2RY8	P3H1	P4HTM	PAAF1	PABIR2	PAICS	PAK1IP1	PAK4	PALS1	PALS2	PAM	PAM16	PAPOLG	PAPSS1	PARP6	PAXIP1-AS2	PBX1	PBXIP1	PCCB	PCMTD2	PCNX4	PCYT2	PDCD11	PDCD4-AS1	PDCD7	PDCL	PDE4D	PDE7A	PDIK1L	PDLIM1	PDRG1	PEAR1	PELI2	PES1	PEX10	PEX14	PEX2	PEX5	PEX6	PFAS	PFKM	PFKP	PGAP2	PGM2L1	PGRMC1	PHC1	PHF19	PHF6	PHGDH	PHLPP1	PHTF1	PIAS3	PIAS4	PIBF1	PIGB	PIGBOS1	PIGM	PIGO	PIGP	PIGU	PIGV	PIK3C3	PILRB	PIM1	PINLYP	PIP5K1B	PITPNA-AS1	PITPNB	PKD2	PKIG	PLA2G12A	PLA2G6	PLAG1	PLAGL1	PLCB1	PLCXD1	PLEKHA5	PLPP1	PLPP5	PM20D2	PMM2	PMS1	PMS2	PNMA1	PNPT1	POC1B	PODXL2	POGLUT1	POGLUT2	POLD1	POLD2	POLG2	POLI	POLL	POLM	POLR1C	POLR1F	POLR2C	POLR2D	POLR2M	POLR3D	POLR3E	POLR3F	POT1	PPAT	PPFIBP1	PPIE	PPM1D	PPP1R37	PPP1R8	PPWD1	PRELID2	PREP	PRH1	PRIM1	PRIM2	PRIMPOL	PRKACB	PRKAR1B	PRKCH	PRKCQ	PRMT3	PRMT5	PRMT6	PROM1	PRPF39	PRPS1	PRR3	PRR7	PRSS57	PRUNE1	PRXL2A	PSKH1	PSMD10	PSMG4	PSPH	PTAR1	PTCD3	PTER	PTGDR2	PTGER2	PTK2B	PTP4A3	PTPN7	PTPRCAP	PTTG1	PUS7L	PXDN	PXMP2	PXN-AS1	PYCR1	PYGO2	QTRT1	R3HDM1	RAB30-DT	RAB34	RAB37	RAB3IP	RABEPK	RABGAP1	RABL2A	RAC3	RAD17	RAD18	RAD50	RAD51C	RALGPS2	RAMP1	RARS1	RAVER1	RBAK	RBM12B	RBM19	RBM28	RBM34	RBM4	RBM41	RBM48	RBM7	RBPMS	RCBTB1	RCC1	RCC1L	RCCD1	RCE1	RCL1	RCN1	RCN2	REC8	RECQL5	REPS1	RETREG3	REXO2	REXO5	RFC3	RFX3	RFX5	RGL4	RGP1	RGS3	RHBDD3	RHEX	RHOBTB1	RHOBTB3	RHOH	RIDA	RIMKLB	RIOK2	RIOX1	RMND1	RNASEH1-DT	RNASEH2A	RNF125	RNF144A	RNF214	RNF220	RNF24	RNF31	RNF8	RNFT1	ROBO3	RP9	RPAP1	RPAP2	RPGR	RPP38	RPP40	RPRD1A	RPTOR	RPUSD4	RRAGB	RRP15	RRP1B	RRP8	RRP9	RSAD1	RSPRY1	RUSF1	RUVBL1	RUVBL2	RWDD3	RXYLT1	S1PR4	SAAL1	SACS	SAMD13	SARS2	SATB1	SCAMP1	SCAMP1-AS1	SCARF1	SCCPDH	SCFD2	SCMH1	SCML2	SCML4	SCOC	SCRN2	SDE2	SEC22B	SEC22C	SEH1L	SELENOI	SEPTIN11	SERF1A	SERF1B	SERPINE2	SETD4	SETD9	SETMAR	SFXN1	SFXN4	SGF29	SGO2	SHF	SHPRH	SHQ1	SIRT3	SIRT5	SKAP1	SLC12A2-DT	SLC16A1	SLC17A9	SLC22A16	SLC25A17	SLC25A20	SLC25A26	SLC25A29	SLC25A38	SLC27A5	SLC30A9	SLC35B2	SLC35B3	SLC35E2A	SLC35E3	SLC37A1	SLC38A5	SLC39A3	SLC39A8	SLC41A3	SLC43A1	SLC44A2	SLC45A3	SLC48A1	SLC9A7	SLC9B2	SLF1	SMAD1	SMAD5	SMARCAD1	SMARCAL1	SMARCD1	SMC2	SMIM1	SMIM24	SMIM27	SMIM8	SMN2	SMURF2	SMYD3	SNAPC3	SNCA	SNHG10	SNHG19	SNHG30	SOCS2	SORD	SORL1	SP2	SPAG16	SPART	SPATA7	SPATC1L	SPATS2	SPIDR	SPIN1	SPIN2B	SPINK2	SPMIP4	SPOCK2	SPRY1	SPTAN1	SPTBN1	SQLE	SRBD1	SRD5A3	SRP68	SRPK1	SRSF8	SSBP2	ST3GAL3	ST3GAL4	STAMBP	STAP1	STARD10	STAT5B	STEEP1	STIM1	STK16	STK26	STK38	STMN3	STN1	STRADA	STRBP	STRIP1	STX17	SUCLA2	SUGP1	SULT1C4	SUPT20H	SUPT3H	SUPV3L1	SVIP	SVOPL	SWSAP1	SYNE1	SYNGAP1	SYNGR1	SYTL1	TAB1	TADA1	TAF2	TAF8	TAMM41	TAPT1	TARBP1	TARBP2	TARS3	TASP1	TBC1D10C	TBC1D22B	TBC1D23	TBC1D25	TBC1D31	TBCCD1	TBCK	TBL2	TBP	TCAF1	TCEAL9	TCEANC2	TDP2	TEC	TEFM	TESMIN	TESPA1	TEX10	TEX30	TFAP4	TFB1M	TFB2M	TFDP2	TFPI	TGDS	TGFBRAP1	TGIF2	THG1L	THOC3	TIA1	TIE1	TIMM8A	TIMM9	TIMP3	TIPIN	TM7SF3	TMA16	TMCC1-DT	TMCO3	TMEM101	TMEM106B	TMEM106C	TMEM11	TMEM135	TMEM163	TMEM177	TMEM18	TMEM182	TMEM184C	TMEM185A	TMEM185B	TMEM216	TMEM220	TMEM220-AS1	TMEM245	TMEM254	TMEM260	TMEM263	TMEM35B	TMEM38B	TMEM41A	TMEM43	TMEM63A	TMEM68	TMEM69	TMEM87A	TMEM9	TMIGD2	TMTC4	TNFSF4	TNIK	TNPO2	TOGARAM1	TOP1MT	TOPORS	TOR1B	TOX	TP53I13	TP53I3	TPCN2	TPGS2	TPRA1	TRAFD1	TRAM2	TRANK1	TRAPPC2	TRBC2	TRH	TRIM13	TRIM24	TRIM4	TRIM52	TRIM56	TRIM58	TRIP6	TRMT10C	TRMT13	TRMT61A	TRMT61B	TRNT1	TRO	TRUB2	TSC22D1	TSEN15	TSEN54	TSN	TSPAN13	TSPAN2	TSPAN32	TSPYL4	TSTD1	TSTD2	TTC19	TTC27	TTC31	TTC32	TTC4	TTC5	TTLL12	TTN-AS1	TUBB4A	TUBB6	TUBGCP4	TXLNG	TXNL4B	TYMS	TYW3	UBA5	UBA6-DT	UBA7	UBE2T	UBFD1	UBIAD1	UBL4A	UBL7-DT	UBR5-DT	UBXN7	UHRF1	UHRF2	ULK3	ULK4	UNC13D	UNC45A	UNG	UPF3B	UQCC6	URI1	USP11	USP14	USP20	USP21	USP42	USP47	UTP4	VAMP5	VAT1	VEZT	VILL	VIPAS39	VRK1	WARS2	WASF1	WDR12	WDR18	WDR3	WDR43	WDR46	WDR48	WDR49	WDR5	WDR54	WDR59	WDR75	WDR83	WDSUB1	WFDC1	WRNIP1	WWOX	XAF1	XKR8	XPOT	XXYLT1	YAE1	YARS1	YARS2	YDJC	YEATS4	YIPF2	ZBED5	ZBTB16	ZBTB20	ZBTB44	ZBTB45	ZBTB8A	ZC3H14	ZC3H6	ZC3H8	ZC3HC1	ZC4H2	ZCCHC7	ZCCHC9	ZDHHC21	ZDHHC9	ZEB1	ZER1	ZFAND1	ZFAND2B	ZFP14	ZFP64	ZFP90	ZFPL1	ZFYVE1	ZFYVE27	ZKSCAN1	ZKSCAN4	ZMYM1	ZMYM4	ZMYND11	ZMYND8	ZNF121	ZNF131	ZNF134	ZNF141	ZNF195	ZNF226	ZNF227	ZNF253	ZNF254	ZNF260	ZNF266	ZNF268	ZNF28	ZNF281	ZNF302	ZNF326	ZNF329	ZNF33B	ZNF346	ZNF37A	ZNF397	ZNF410	ZNF420	ZNF426	ZNF429	ZNF439	ZNF444	ZNF445	ZNF451	ZNF493	ZNF496	ZNF506	ZNF512	ZNF521	ZNF529	ZNF561	ZNF566	ZNF574	ZNF576	ZNF606	ZNF610	ZNF618	ZNF627	ZNF639	ZNF664	ZNF667-AS1	ZNF668	ZNF677	ZNF680	ZNF69	ZNF691	ZNF692	ZNF7	ZNF708	ZNF711	ZNF717	ZNF736	ZNF737	ZNF738	ZNF74	ZNF75A	ZNF766	ZNF771	ZNF830	ZNF84	ZNF85	ZNF875	ZNF91	ZNHIT6	ZNRF1	ZSCAN18	ZSCAN2	ZSCAN21	ZSCAN9	ZW10
HE_LIM_SUN_FETAL_LUNG_C2_HSC_ELP_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_HSC_ELP_CELL	ABCD4	ABHD4	ACAP1	ACBD6	ACOT13	ACOT2	ACOX3	ACSS1	ACTR6	ACY3	ADA	ADAT2	ADGRG1	ADPRM	AK3	ALDH1A1	ALKBH4	ANGEL1	ANGPT1	ANKRD28	AP1G2	APP	ARHGEF3	ARID5B	ARMH1	ATP2A3	AUTS2	B3GNT2	BAALC	BCAS4	BCL11A	BCL2	BDH2	BEND5	BET1	BEX2	BEX3	BIN3	BPNT1	BRF2	C11orf54	C16orf54	C1QTNF4	C4orf46	CA8	CALCRL	CAMK2G	CAVIN1	CAVIN2	CBX2	CBX8	CCNB1IP1	CD109	CD200	CD34	CD3E	CD69	CD7	CD79A	CD79B	CD82	CDCA7	CDCA7L	CDK6	CEP290	CEP70	CFAP68	CHD1L	CHRM3	CHST12	CLDN15	CLEC2D	CLIP3	CLNK	CMBL	CMTR2	CNST	CPXM1	CRACD	CREB3L4	CRHBP	CRY1	CSGALNACT1	CSNK1G1	CSTPP1	CTSW	CUTC	CXXC5	CYFIP2	CYTL1	CYYR1	DBN1	DCP1B	DLK1	DNAJC18	DNASE1	DNMT3A	DNMT3B	DPH5	DPPA4	DVL2	EBPL	EFNA1	EIF3J-DT	ELP4	EMCN	EPB41L4A-AS1	ERG	ERGIC1	ERI1	ERMP1	ESAM	EXD2	EXT2	FAM117A	FAM216A	FAM228B	FAM30A	FARSB	FCMR	FHIP2A	FHL1	FUT8	GABPB1-AS1	GATA2	GATA3	GBP4	GIMAP2	GLMN	GMDS-DT	GNAI1	GNG11	GNL3L	GPR146	GRAP	GSTM2	GUCY1A1	H2BC11	H2BC12	H2BC7	H3C10	HACD1	HARS2	HCG18	HDAC7	HEMGN	HLF	HMGA2	HOPX	HOXA9	HOXB2	HOXB4	HPGD	HSH2D	HTR1F	ICA1	ID3	IFT57	IGF2BP1	IGF2BP2	IGHD	IGHM	IKBKE	IMPA1	INPP4B	INTS12	INTS4	IPO11	ISYNA1	ITM2A	JCHAIN	JUP	KAT6B	KCNN4	KCNQ1OT1	KDM5B	KIT	KLHDC2	KLRG1	KPNA5	KRBOX4	KRI1	LAPTM4B	LCK	LEF1	LINC00665	LINC02573	LMAN2L	LPIN1	LRBA	LRRC61	LRRC70	LTB	LXN	LZTFL1	MAGED1	MAP4K2	MAST4	MATK	MDK	MED17	MED21	MED9	MEG3	MEIS1	MEST	MFAP2	MFAP4	MIB2	MKS1	MLC1	MLLT3	MMAB	MMRN1	MPHOSPH9	MRM3	MRPL45	MRPS27	MSH2	MSI2	MSMO1	MSRB3	MTA3	MTMR6	MTRFR	MUL1	MUTYH	MYB	MYL6B	MZB1	NDN	NDUFAF7	NFE2	NIBAN3	NIPSNAP1	NKG7	NOG	NOP2	NPR3	NREP	NT5C3B	NTHL1	NUCB2	NUP107	OBI1	OCIAD2	ODF2L	OXLD1	PAM	PBXIP1	PDCD4-AS1	PDE7A	PFKP	PGAP2	PHGDH	PIGQ	PIGU	PLAAT4	PLCB1	PM20D2	PMS2	PODXL2	POLR2C	PRKACB	PRKCQ	PRKD2	PROM1	PRORP	PRSS2	PRSS57	PTGDR2	PTK7	PTPN7	PTPRCAP	PXDN	QTRT1	RAB13	RAB37	RAMP1	RASD1	RBPMS	RCL1	RCN1	RCN2	RDH14	RGP1	RHOBTB3	RHOH	RHPN1	RNF220	RNF31	RPP40	RPRD1A	RRP9	S1PR4	SAMD3	SATB1	SCAI	SCMH1	SCN3A	SCO2	SCRN2	SELENOI	SEPTIN1	SEPTIN11	SERF1B	SERPING1	SETD1A	SHQ1	SLC17A9	SLC25A51	SLC2A5	SLC37A1	SLC39A8	SLC9B2	SMAGP	SMARCAL1	SMIM24	SMYD3	SNHG21	SNRPN	SOCS2	SPAG16	SPATA2L	SPINK2	SPOCK2	SPTBN1	SS18	SSBP2	STAP1	STARD9	STIM1	STK26	STMN3	STRBP	SULT1C4	SUPT3H	SUPV3L1	SVIP	SYNGR1	SYTL1	TARBP1	TASP1	TBC1D10C	TBCC	TCTN1	TEC	TESMIN	TEX30	TFDP2	TFPI	THEM6	TIE1	TIMP3	TM7SF3	TMEM106B	TMEM135	TMEM200A	TMEM254	TMEM38B	TMIGD2	TNFSF4	TNFSF8	TOX	TP53BP1	TP53I3	TRAF3IP2-AS1	TRANK1	TRBC2	TRBV28	TRH	TRIM32	TRIM5	TRUB1	TSC22D1	TSPAN2	TSPAN5	TTI1	TUBG2	UBR5-DT	UMPS	UQCC6	USP11	USP20	VARS2	VEZT	VPREB1	VWA5A	XXYLT1-AS2	ZCCHC7	ZEB1	ZNF100	ZNF140	ZNF212	ZNF23	ZNF254	ZNF302	ZNF420	ZNF44	ZNF444	ZNF493	ZNF506	ZNF512	ZNF521	ZNF574	ZNF576	ZNF606	ZNF711	ZNF738	ZNF74	ZSCAN12	ZSCAN18
HE_LIM_SUN_FETAL_LUNG_C2_MEGAKARYOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_MEGAKARYOCYTE	AATK	ABCA7	ABCC3	ABCC4	ABHD16A	ABHD4	ABLIM1	ABLIM3	ACAD8	ACCS	ACRBP	ACTR3B	ACVR1	ADAT2	ADCY6	ADIPOR2	ADORA2B	AFAP1	AGBL5	AGPAT1	AHCTF1	AKT2	ALAD	ALOX12	ANGPT1	ANK1	ANKRD28	ANKRD33B	ANKRD9	ANO6	ANXA3	AP5S1	APPL2	AQP10	ARG2	ARHGAP10	ARHGAP21	ARHGAP6	ARHGEF12	ARHGEF3	ARL15	ARL6IP6	ARMC8	ASAP2	ASB8	ASH2L	ATE1	ATG4D	ATG9A	ATOSB	ATP2A3	ATP2C1	ATP8A1	AXIN1	B3GNT2	BANK1	BBC3	BCL2L1	BET1	BET1L	BEX3	BIVM	BLTP1	BLZF1	BTN3A2	C11orf21	C12orf75	C19orf33	C1orf116	C1orf198	C2orf88	C3orf52	CA13	CA2	CALCOCO1	CALD1	CALU	CARMIL1	CASP3	CASP6	CASS4	CATSPER1	CAVIN2	CCDC28B	CCDC68	CCL5	CCR4	CCRL2	CD109	CD151	CD226	CD40LG	CD69	CD82	CD9	CDC14B	CDC37L1	CDIP1	CDK17	CDK2	CDKN2D	CENPT	CENPV	CFAP45	CGRRF1	CHST12	CKAP5	CKB	CLCN3	CLCN4	CLDN5	CLEC1B	CLIC4	CLIP2	CLU	CMAS	CMTM2	CMTM5	CNST	COL24A1	COMTD1	COPS4	COQ2	CPNE5	CR1L	CRAT	CRKL	CST7	CSTPP1	CTDSPL	CTNNAL1	CTNS	CTSW	CTTN	CXCL2	CXCL3	CYB5R1	CYREN	DAAM1	DBN1	DCAKD	DCLRE1A	DENND2C	DENND4C	DGKD	DGKG	DGKI	DHCR7	DHRS7B	DMTN	DNAJB2	DNAJC16	DNM3	DOLPP1	E2F3	E2F6	ECE1	EFHC2	EFNB1	EFNB2	EGF	EGLN2	EGLN3	EHD3	ELOVL7	EMILIN1	EML2	ENDOD1	ENO2	ENTREP3	EPDR1	EPHX2	EPOR	EPS15L1	ESAM	EVA1C	EXOC3L2	F11R	F2R	F2RL3	FADS1	FADS2	FAH	FAM157C	FAM234A	FAM30A	FAM83D	FAR2	FAXDC2	FBXW9	FHL1	FHL2	FHOD1	FKBP1B	FN3K	FNBP1L	FRMD3	FURIN	FUT8	FYN	GABRE	GADD45A	GADD45G	GAS2L1	GATA1	GATA2	GCLM	GCSAML	GET1	GFI1B	GFOD1	GJA4	GMPR	GNAZ	GNB5	GNG11	GOLGA2	GOLT1B	GP1BA	GP5	GP6	GP9	GPD2	GRAP2	GRK4	GRK5	GRTP1	GSAP	GSE1	GTDC1	GTF3C5	GTPBP2	GUCY1B1	H2BC11	H2BC4	H2BC7	H3C10	HBD	HBG1	HBQ1	HEMGN	HERC1	HEXIM1	HEXIM2	HGD	HIPK2	HNRNPLL	HPGD	HPSE	HSDL1	HTATIP2	HTRA2	HYI	ICA1	ICAM2	IFI27L1	IFT57	IGF1R	IGF2BP2	IGSF10	INAFM2	INF2	ING5	INKA1	INKA2	INPP4B	INPP5B	INSIG2	IRAG1	IRAK2	ISCA1	ISOC1	ITFG1	ITGA2B	ITGA6	ITGB3	KALRN	KCNE3	KCTD10	KCTD20	KIAA0232	KIAA0513	KIFAP3	KIFC3	KLF9	KLHDC8B	KLHL5	KLHL6	LANCL3	LAPTM4B	LAT	LCA5	LCN2	LDLRAP1	LGALS12	LGALSL	LIMA1	LIN54	LINC00989	LINC01003	LINC01089	LINC02284	LIPH	LMNA	LRBA	LRP12	LRRC32	LRRC8B	LRRC8D	LRRFIP2	LTBP1	LURAP1L	LXN	LY6G5C	LY6G6F	LYPLAL1	MACIR	MAD2L1BP	MADD	MAFG	MAN2A2	MAP1A	MAP1LC3A	MAP3K5	MAP4K2	MAP4K5	MAPK6	MARCHF2	MARCHF3	MAST4	MAVS	MBOAT2	MBTD1	MCTP2	MCU	MDM1	MED12L	MEG3	MEIS1	MEST	MFAP3L	MFSD2B	MGAT4B	MGLL	MICU1	MIGA2	MINDY1	MINDY2	MINPP1	MIR4435-2HG	MITF	MLC1	MLH3	MMD	MMRN1	MOB1B	MOB3C	MPIG6B	MPL	MPP7	MSANTD3	MTFR1L	MTHFD2L	MTURN	MYCT1	MYL9	MYLK	MYO18A	MYOM1	NAE1	NBEAL2	NCK2	NCKAP1	NCKIPSD	NDST1	NECTIN2	NET1	NEXN	NFATC1	NFE2	NFIB	NHLRC2	NID1	NLK	NLRC5	NLRX1	NOL4L	NPAT	NPRL3	NRGN	NSMCE3	NT5C3A	NT5M	OPHN1	ORAI1	ORAI2	OSBP2	OTUD5	OXCT1	P2RX1	P2RY1	PADI4	PANX1	PAPSS1	PAPSS2	PARD3	PBX1	PCSK6	PCYOX1L	PDE3A	PDE4D	PDE5A	PDGFA	PDGFB	PDGFC	PDIA5	PDK1	PDLIM1	PDLIM7	PDZD8	PEAR1	PELO	PEX3	PF4	PF4V1	PFKP	PGM1	PGRMC1	PHETA2	PHKA2	PHTF1	PHTF2	PIK3CB	PIK3R6	PIM1	PKHD1L1	PKIG	PKP2	PLA2G12A	PLAG1	PLCH1	PLEKHF2	PLOD2	PLPP5	PNMA1	PPBP	PPM1A	PPM1L	PPP1R14A	PPP1R35	PRICKLE1	PRKAA1	PRKAR1B	PRKAR2B	PRKCQ	PRKD2	PROS1	PROSER2	PRR7	PRTFDC1	PRUNE1	PSRC1	PTCRA	PTGER3	PTGIR	PTGS1	PTK2	PTK7	PTP4A3	PTPN12	PYCR2	PYGB	RAB11FIP3	RAB13	RAB27B	RAB30	RAB33A	RAB37	RAB38	RAB3C	RAMP1	RASA3	RASGRP3	RBM38	RBPMS2	RCHY1	RCL1	RDH11	RECQL5	RGS3	RGS6	RHAG	RHBDD1	RHD	RHOBTB1	RHOF	RIPOR3	RIT1	RNF11	RNF24	RNF34	RNF8	ROCK2	RTN2	RUFY1	SACM1L	SAMD14	SAV1	SCFD2	SCYL2	SDC4	SELP	SEPTIN11	SERPINE1	SERPINE2	SERPINH1	SESTD1	SFI1	SH3BGRL2	SIAE	SIAH2	SIRT3	SLA2	SLAIN2	SLC10A3	SLC18A2	SLC22A17	SLC24A3	SLC30A5	SLC35D1	SLC35D3	SLC37A1	SLC39A3	SLC39A4	SLC44A1	SLC44A2	SLC50A1	SLC7A1	SLC7A5	SLC9A1	SLFN14	SLMAP	SLX4	SMIM1	SMIM3	SMIM5	SMOX	SMTN	SMYD3	SNCA	SPARC	SPATS2	SPHK1	SPIN2B	SPRY1	SPTB	SPTBN1	SPX	SRC	SRSF8	SSBP2	SSX2IP	ST3GAL3	STIM1	STK17A	STK26	STOM	STON2	STRADB	STRN4	STX1A	STXBP5	SUSD1	SWI5	SYTL4	TAL1	TANGO2	TBC1D20	TBC1D25	TBPL1	TBXA2R	TC2N	TCEA2	TCEAL9	TCTA	TDRP	TEC	TECPR2	TENT5C	TESPA1	TFPI	TGFB1I1	THBS1	TIMM22	TIMP3	TJP2	TLK1	TM6SF1	TMED8	TMEM140	TMEM163	TMEM164	TMEM185A	TMEM263	TMEM40	TMEM41A	TMEM45A	TMEM63A	TMEM63B	TMEM64	TMEM87B	TMEM91	TMSB4Y	TNFAIP8L1	TNFSF4	TNIK	TNNC2	TNNI3	TNS1	TOM1L2	TPM1	TPM2	TRAFD1	TRAPPC2	TRAPPC3L	TREML1	TRIM13	TRIM24	TRIM58	TRIP10	TRPC6	TSC22D1	TSPAN13	TSPAN15	TSPAN18	TSPAN2	TSPAN32	TSPAN9	TSPOAP1-AS1	TTC33	TTC39B	TTC5	TTC7B	TUBA4A	TUBA8	TUBB1	TUBGCP4	TVP23B	TWSG1	TXNL4B	UBASH3B	UBE2C	UBE2O	UBL4A	UNC13D	UNC45A	USP20	USP47	UTY	UXS1	VAMP7	VANGL1	VAPB	VCF1	VIM-AS1	VKORC1L1	VPS13A	VPS26B	VPS37B	VWA5A	WASF1	WDR44	WFDC1	WIPI1	WRNIP1	XIRP2	XK	XPNPEP1	XYLT2	YES1	YOD1	ZBTB16	ZC3HAV1L	ZCCHC17	ZFAND2B	ZFYVE21	ZGLP1	ZMYND8	ZNF175	ZNF185	ZNF33A	ZNF431	ZNF664	ZNF778
HE_LIM_SUN_FETAL_LUNG_C2_MYELOCYTE_LIKE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_MYELOCYTE_LIKE_CELL	ANXA3	BPI	CAMP	CD177	CDA	CHI3L1	CRISP3	DEFA1B	DEFA3	HP	LCN2	LTF	MMP9	PGLYRP1	RGL4	S100A12	S100P	TFF3
HE_LIM_SUN_FETAL_LUNG_C2_NEUTROPHIL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_NEUTROPHIL_CELL	ACSL1	ADGRE3	ADGRG3	ADM	ANXA3	AP5B1	APOBEC3A	AQP9	ASGR1	BST1	CDA	CKAP4	CLEC4D	CLEC4E	CLEC5A	CMTM2	CPD	CYFIP2	CYP1B1	DGAT2	DYSF	ECE1	F5	FCAR	FCGR3B	FOLR3	FPR2	G0S2	HK2	HK3	HP	IGF2R	LILRA5	LINC00937	LINC03078	LRRK2	LTB4R	MCEMP1	MEGF9	MGAM	MTARC1	NFE2	ORM1	ORM2	PADI2	PADI4	PELATON	PGLYRP1	PROK2	QPCT	RAB27A	RBP7	RGL4	S100A12	S100A8	S100P	SLC11A1	STEAP4	THBS1	TNFAIP6	TNFRSF10C	TREM1	TUBA4A	VNN1	VNN2	VNN3P
HE_LIM_SUN_FETAL_LUNG_C2_NON_CLASSICAL_MONOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_NON_CLASSICAL_MONOCYTE	APOBEC3A	BIRC3	CD300E	CD79B	CDC42EP2	CDKN1C	CLEC12A	FCGR3A	GBP2	GCH1	HK3	IFITM1	LILRA1	LILRA5	PELATON	PTGIR	TCF7L2
HE_LIM_SUN_FETAL_LUNG_C2_PDC_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_PDC_CELL	A1BG	ABHD15	ADA	ADAM19	ADAT3	ADGRG5	AEBP1	AHI1	APP	ATP13A2	ATP2A3	BCL11A	BCL7A	C12orf75	CARD11	CCDC186	CD2AP	CD3E	CD7	CDCA7L	CDH23	CDKN2D	CHML	CIB2	CLEC4C	CLIC3	COBLL1	COL26A1	CUX2	CXCR3	CXXC5	CYB561A3	DERL3	DNASE1L3	DUSP5	EPHA2	EPHB1	ERN1	FUZ	GNG7	GPX7	GRAMD1B	GZMB	HS3ST1	HS3ST3B1	IDH3A	IFIT2	IFNLR1	IGHM	IGKC	IGLC2	IGLC3	IGLL5	IL3RA	IRF4	JCHAIN	KCNK17	KCTD5	KIRREL3	KPTN	LAMP5	LILRA4	LIME1	LINC00513	LINC00865	LINC00996	LRRC26	LRRC36	LTB	LY9	MAP1A	MAPKAPK2	MDFIC	MNAT1	MYBL2	MZB1	NEK8	NIBAN3	NPC1	OCIAD2	PACSIN1	PAFAH2	PARP10	PCED1B	PFKFB2	PLVAP	PMEPA1	PPM1J	PPM1K	PPP1R14B	PRMT7	PRXL2A	PTCRA	PTPRCAP	PTPRS	RASD1	RECQL5	RELL2	RHEX	RUNX2	SCT	SEL1L3	SEMA7A	SEPTIN1	SERPINF1	SGSM3	SH2D3C	SIT1	SLA2	SLAMF7	SLC15A4	SLC20A1	SLC2A1	SLC37A1	SLC44A2	SLC7A5	SMC6	SMIM5	SMPD3	SOCS1	SPIB	SPON2	ST3GAL2	ST6GALNAC4	STAMBPL1	STRBP	SVIP	TASP1	TCL1A	TLR9	TMEM63A	TMEM8B	TMIGD2	TNFRSF17	TNFRSF21	TNNI2	TPM2	TRAF4	TSPAN13	TTC24	TTC39A	TUBB6	UGCG	ULK1	ZDHHC17	ZFAT	ZNF296
HE_LIM_SUN_FETAL_LUNG_C2_PLATELET_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_PLATELET_CELL	ABCC4	ACAD8	ACRBP	ACSM3	ADORA2B	AEN	AGO3	AGPAT5	ALOX12	ANK1	ANKRA2	ANKRD33B	ANKRD49	ANKRD9	ANXA3	AQP10	ARHGAP6	ARID5B	ARL15	ARRDC4	ASH1L-AS1	ATG4D	ATG9A	ATOSA	ATP6V0A2	B3GNT2	B4GALT4	BBC3	BCL2L1	BET1	BLTP3A	BLZF1	BMT2	BPGM	BROX	BSDC1	BTBD19	C12orf76	C1orf52	C2orf88	CA2	CARMIL1	CASP3	CAV2	CAVIN2	CBLB	CCNT2	CD226	CD58	CDC16	CDK17	CDK7	CDKL1	CEP44	CHAMP1	CISH	CLCN3	CLCN7	CLEC1B	CLK4	CMAS	CMTM5	CNST	COL24A1	COX10	CPEB2	CPEB4	CREBRF	CREBZF	CRKL	CRYM	CTNNAL1	CTNS	CXCL3	DAAM1	DCLRE1A	DENND4C	DEPP1	DGKD	DIPK1B	DLEU2	DMTN	DNM3	DPH2	E2F1	E2F3	ECE1	EGLN3	ELL2	ELOVL7	ENDOD1	EPB41	ESAM	F2R	FAM210B	FAXDC2	FBXO3	FBXO30	GAB1	GADD45A	GADD45G	GAS2L1	GATA1	GATA2	GCLM	GDF15	GFI1B	GMPR	GNG11	GP1BA	GP9	GRAP2	GUCY1B1	H2AC11	H2AC13	H2AC14	H2AC15	H2AC17	H2BC11	H2BC12	H2BC15	H2BC18	H2BC21	H2BC4	H2BC7	H2BC8	H3C10	H4C11	H4C12	H4C14	H4C15	H4C16	H4C2	H4C8	HBG1	HEMGN	HERC1	HSBP1L1	HTATIP2	ICAM2	IGF1R	IGF2BP2	IKZF4	IKZF5	ING5	INKA1	INKA2	INPP5K	KALRN	KBTBD2	KCTD13	KDM5B	KEL	KHDC4	KIAA0232	KIAA1586	KIFAP3	KIFC3	KLF1	KLHL24	KLHL42	KLHL5	LANCL3	LAPTM4B	LARP4	LAT	LDB1	LEMD3	LGALSL	LINC01003	LINC01089	LINC02284	LMBRD2	LRP12	LRRC8B	LTBP1	LXN	LYSMD3	MACIR	MACO1	MAD2L1BP	MAP4K5	MAPK6	MARCHF3	MBTD1	MCTP2	MEG3	MEIS1	MFAP3L	MFSD11	MFSD14A	MFSD2B	MGME1	MIGA2	MITF	MMD	MOB1B	MOB3C	MPIG6B	MPL	MSI2	MTRR	MTURN	MYLK	MYLK3	NECAB3	NET1	NEXN	NFATC1	NFE2	NPAT	NT5C2	NT5C3A	NT5M	NUDT4	OPTN	OSER1-DT	OTUD5	P2RX1	P2RY1	PBX1	PCGF5	PDE5A	PDGFA	PDGFB	PDK1	PDLIM1	PDZD8	PDZK1IP1	PEAR1	PELI2	PF4	PHF1	PHF7	PHTF2	PIM1	PIM2	PITPNB	PKHD1L1	PKIG	PLAG1	PLCXD1	PLD6	PLEKHF2	POLR1C	POLR3E	PPBP	PPM1A	PPP4R3B	PRIMPOL	PRKAR1B	PRKAR2B	PTBP2	PTDSS2	PTGIR	PTGS1	PTK2	PTP4A3	PXMP4	RAB27B	RAB30	RAB37	RAB3IP	RBM38	RBM7	RCHY1	RCL1	RDH11	REXO2	RHAG	RIMKLB	RIMOC1	RIPOR2	RIPOR3	RNF103	RNF139-DT	RYBP	SDE2	SELP	SENP5	SERPINE1	SGMS1	SIAH1	SIRT3	SLC16A1	SLC25A17	SLC39A8	SLC66A2	SLFN14	SMIM1	SMTN	SNCA	SOCS2	SORBS1	SOS1	SPHK1	SPRY1	SRSF8	SSBP2	SSX2IP	STAM	STIM1	STOM	STON2	STRADB	STX17	SUOX	SUSD1	SWT1	TAL1	TBC1D15	TBPL1	TBXA2R	TCEAL9	TCP11L2	TENT5C	TFPI	TFR2	THBS1	THRA	THUMPD1	TIMP3	TMEM140	TMEM263	TMEM40	TMEM64	TMEM91	TNFAIP8L1	TNFSF4	TNIK	TNS1	TRAF6	TRAPPC2	TRAPPC2B	TRIM13	TRIM23	TRIM24	TRIM58	TSC22D1	TSPAN32	TSPOAP1-AS1	TTC33	TUBA4A	TUBB1	TWSG1	TXLNG	TXNDC16	TXNL4B	UBE2H	UBL4A	UIMC1	USP12	USP20	USP42	UTY	VAPB	WASF1	WASL	WIPI1	XK	XPNPEP1	XRN1	YES1	YOD1	YRDC	ZBTB11	ZFYVE1	ZFYVE27	ZMYM5	ZMYND8	ZNF134	ZNF140	ZNF175	ZNF185	ZNF197	ZNF224	ZNF274	ZNF431	ZNF518B	ZNF567	ZNF606	ZNF714	ZNF778	ZSCAN18
HE_LIM_SUN_FETAL_LUNG_C2_PRE_PDC_DC5_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_PRE_PDC_DC5_CELL	A1BG	AAR2	ABHD10	ACAA2	ACAP1	ACAT2	ACOT7	ACSL3	ACTL6A	ADA	ADAM19	ADGRG5	ADK	AGK	AHCTF1	AHI1	AKAP8	ALCAM	ALG14	ALMS1	ANKMY2	ANKRD39	AP3M1	APP	AREG	ARHGEF3	ARL6IP6	ARMC6	ARV1	ASB1	ASF1A	ASF1B	ASPM	ATAD2	ATAD3A	ATAD3B	ATAD5	ATP6V0A2	AVEN	BANK1	BARD1	BCL11A	BCL2	BCL7A	BEND6	BIRC5	BRCA2	BRI3BP	BTLA	C11orf24	C12orf75	C19orf48P	C1GALT1C1	CALCRL	CARD11	CARHSP1	CBFA2T3	CBX5	CCDC146	CCDC167	CCDC34	CCDC51	CCDC69	CCNA2	CCNB1	CCNB1IP1	CCNB2	CCP110	CD2	CD200	CD22	CD2AP	CD320	CD38	CD7	CDC14A	CDC20	CDC23	CDC6	CDCA4	CDCA7	CDCA7L	CDCA8	CDH1	CDH23	CDK1	CDK2	CDKN2AIPNL	CDKN2D	CDT1	CDYL	CENPF	CENPH	CENPK	CENPM	CENPN	CENPP	CENPU	CENPW	CEP131	CEP20	CEP78	CEP95	CES1	CFAP119	CHAF1A	CIB2	CKS1B	CLEC4C	CLECL1P	CLIC3	CLSPN	CMAS	CMSS1	CNP	CNTROB	COG7	COQ4	COQ5	CPLANE1	CPSF3	CSF2RB	CSTF3	CTPS1	CTSW	CXCR3	CXXC5	CYB561A3	CYB5B	CYFIP2	CYP51A1	CYYR1	DAPK2	DAXX	DBR1	DCPS	DCTPP1	DDX11	DERL3	DHFR	DHTKD1	DIDO1	DKC1	DMAC2	DNAJA3	DNAJC9	DOLPP1	DPF2	DTL	DTX2	DTYMK	DUS3L	DYNC2I2	EBNA1BP2	EBP	EIF1AY	ELAC2	ELP6	ENDOV	ENHO	EOLA1	EOLA2	EPHB1	ERCC6L2	ERG28	EXOSC3	EXOSC9	EZH2	FAM107B	FAM98B	FANCI	FARS2	FBLN1	FBLN2	FBXO41	FEN1	FLT3	FMC1	FRY	FUZ	GADD45A	GALNS	GALNT3	GAPT	GATD1	GEMIN2	GEMIN7	GGH	GINS2	GLRX5	GMCL1	GMNN	GMPPB	GMPS	GNG11	GNG7	GON7	GPATCH11	GPATCH4	GPR146	GPR180	GPRC5C	GPX7	GTF2E2	GTF3C5	GTPBP3	GUF1	H2AC13	H2AC14	H2AC16	H2AX	HAMP	HAUS1	HELLS	HEMK1	HIRIP3	HIVEP2	HMBS	HMGB3	HMGCS1	HMMR	HOMEZ	HSPA13	HTR3A	IARS1	ICMT	IDH3A	IGF2BP1	IGKC	IGSF8	IL18R1	IL3RA	IMMP1L	INPP4A	INPP5B	INTS15	IRF4	ITGB3BP	ITGB7	JCHAIN	KCNE5	KCNMB1	KCTD5	KEAP1	KIF11	KIF17	KLHDC4	KMO	KNTC1	KRI1	LANCL1	LAS1L	LEMD3	LIG1	LILRA1	LILRA4	LIMA1	LIME1	LIN52	LINC00665	LLGL2	LMNB1	LMNB2	LPCAT4	LRR1	LRRC40	LRRC47	LSG1	LTB	LTK	LTV1	LY9	MAD2L1	MAG	MAGED1	MAGOHB	MAIP1	MAP3K7	MAP4K1	MATK	MCAT	MCM2	MCM3	MCM4	MCM6	MCM7	MCOLN2	MCRS1	MDFIC	MED20	METTL13	METTL2A	METTL2B	MIS18A	MIX23	MKI67	MNAT1	MND1	MPHOSPH6	MRPL39	MRPS10	MRTO4	MSH2	MT2A	MTA1	MTERF2	MTG2	MTM1	MVD	MX1	MYBL2	MYL6B	MYO1E	MYO9A	MZB1	NAPSA	NCAPG	NCAPG2	NCBP2AS2	NCLN	NDRG1	NFAT5	NGLY1	NIBAN1	NIBAN3	NIPA2	NIPSNAP1	NKG7	NOL10	NOP14	NOP16	NOP2	NPM3	NR2C2AP	NREP	NRF1	NSD2	NT5DC1	NT5DC2	NTAN1	NTHL1	NUCB2	NUDT17	NUFIP1	NUP160	NUP37	NUP54	NUP88	NUSAP1	OBI1	OCIAD2	ODF2	OPN3	ORC6	OXCT1	PAICS	PALD1	PAM16	PARP10	PCCB	PCED1B	PCLAF	PCNA	PDCD2L	PDLIM1	PDSS1	PFKP	PGM3	PHF19	PHGDH	PIDD1	PIGO	PIGQ	PITPNA-AS1	PKIG	PLAAT3	PLCB3	PMM2	PMS1	POLA2	POLR1G	POLR3A	POLR3K	PPM1J	PPM1K	PPP1R14A	PPP1R14B	PPP1R35	PPP2R5D	PPP3CC	PRC1	PRIM1	PRIM2	PRMT5	PRMT7	PRORP	PRPS1	PRPS2	PRXL2A	PSMA2	PTDSS2	PTPN7	PTPRCAP	PTS	PTTG1	PUS1	PXMP2	PYCR2	RAB29	RAB7B	RACGAP1	RAD1	RAD17	RAD51AP1	RAD51C	RAD9A	RASD1	RASSF7	RAVER1	RCAN3	RCCD1	RCN2	RDH14	REXO4	RFC3	RFC5	RHEX	RHOF	RIOX2	RIPOR2	RMI2	RNASEH2A	RPAP2	RPIA	RPL39L	RPUSD4	RRAGC	RRM1	RRP9	RRS1	RUNX2	RUVBL1	RYBP	S100B	SAAL1	SACS	SAMD9L	SAP130	SARS2	SCN9A	SCT	SEL1L3	SEMA7A	SERF1A	SERF1B	SH2D3C	SHCBP1	SHQ1	SIGLEC5	SIGLEC6	SIT1	SLAMF7	SLC12A2	SLC15A4	SLC17A9	SLC1A4	SLC20A1	SLC27A5	SLC2A1	SLC2A4RG	SLC2A6	SLC38A1	SLC39A6	SLC5A6	SLC7A5	SMARCD1	SMC2	SMC4	SMC6	SMN1	SMN2	SMPD2	SMPD3	SMYD3	SNAI1	SNCA	SPATS2	SPDL1	SPIB	SPNS3	SRD5A3	ST14	ST3GAL2	ST3GAL4	ST6GALNAC4	STK26	STRBP	STRN3	STX18	SULF2	SUN2	SUSD1	SUV39H2	SUZ12	SVIP	TBCC	TCF3	TDP1	TEDC1	TFAP4	TFDP1	THEM4	TIFA	TIFAB	TIPIN	TMEM138	TMEM63A	TMIGD2	TNNI2	TOP1MT	TOP2A	TOPBP1	TPGS2	TPM2	TPX2	TRAF2	TRAF4	TRDMT1	TRERF1	TRMT13	TSEN54	TSPAN13	TSPOAP1-AS1	TSR1	TSTD1	TUBB6	TUBG1	TXLNG	TYMS	UBA5	UBE2C	UBE2S	UBE2T	UBFD1	UBR7	UGCG	UGDH	UHRF1	UNG	UPF3B	UPK3A	UQCC4	URI1	USP11	UTP23	VRK1	VRK2	WDR43	WDR5	XXYLT1	YARS1	YEATS4	YRDC	ZBTB45	ZDHHC17	ZEB1	ZFAT	ZMYM5	ZNF296	ZNF326	ZNF414	ZNF444	ZNF639	ZNF669	ZNF714	ZNF789	ZNF830	ZWINT
HE_LIM_SUN_FETAL_LUNG_C2_PROMONOCYTE_LIKE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_PROMONOCYTE_LIKE_CELL	ACAP3	ACOT7	ALYREF	ANAPC15	ANLN	APOBEC3B	ARHGAP11A	ARHGEF39	ARMH1	ASF1B	ASGR2	ASPM	ASRGL1	ATAD2	ATAD5	AURKA	AURKB	AZU1	BARD1	BCL2L12	BIRC5	BRCA1	BRCA2	BST1	BTG3	BUB1	BUB1B	C12orf75	C19orf48P	C21orf58	CARHSP1	CBX5	CCDC18	CCDC34	CCNA2	CCNB1	CCNB2	CCNF	CD2	CDA	CDC20	CDC25B	CDC45	CDCA3	CDCA4	CDCA5	CDCA7	CDCA8	CDK1	CDK5RAP2	CDKN3	CDT1	CENPA	CENPE	CENPF	CENPH	CENPK	CENPM	CENPN	CENPU	CENPW	CEP152	CEP55	CEP78	CES1	CHAF1A	CHEK1	CHTF18	CIP2A	CIT	CITED4	CKAP2	CKAP2L	CKAP4	CKAP5	CKS1B	CLEC11A	CLSPN	DBF4	DDB2	DDX11	DEPDC1B	DHFR	DIAPH3	DLGAP5	DNAJC9	DSN1	DTYMK	DYNC2I2	E2F2	ERLIN1	EZH2	FAM107B	FAM111A	FAM72A	FAM72B	FANCA	FANCD2	FANCI	FASN	FBXO5	FEN1	FLNB	FOXM1	GCHFR	GGH	GINS2	GINS4	GMNN	GOLM1	GPSM2	GRK6	GTSE1	H1-5	H2AC11	H2AC12	H2AC13	H2AC14	H2AC16	H2AC17	H2AX	H2BC9	H3C10	H3C2	H3C3	H3C8	HEBP2	HELLS	HERC5	HIRIP3	HJURP	HMGB3	HMMR	HP	IGF2BP1	IGF2BP2	IGFBP2	IGFBP7	INCENP	KBTBD11	KCNE5	KIF11	KIF14	KIF15	KIF18B	KIF20A	KIF20B	KIF22	KIF23	KIF2C	KIFC1	KNL1	KNSTRN	KNTC1	LIG1	LMNB1	LMNB2	LRG1	LRR1	MAD2L1	MCEMP1	MCM2	MCM3	MCM4	MCM6	MCM7	MCM8	MDC1	MELK	MGST1	MIS18A	MKI67	MND1	MPHOSPH9	MPO	MS4A3	MT1X	MTFR2	MTMR11	MXD3	MYBL2	NCAPD2	NCAPD3	NCAPG	NCAPG2	NCAPH	NCAPH2	NDC1	NDC80	NFE2	NKG7	NLRC5	NRGN	NRM	NSD2	NT5DC2	NUCB2	NUF2	NUP210	NUSAP1	OAF	ODF2	ORC1	ORC6	PADI4	PAQR4	PCLAF	PCNA	PDSS1	PDXK	PHF19	PHGDH	PKMYT1	PLK1	POC1A	PRC1	PRIM1	PRR11	PSRC1	PTK2B	PTTG1	PXMP2	RAB27A	RAB3D	RACGAP1	RAD51AP1	RANGAP1	RAPGEF2	RECQL4	RFC3	RFC4	RFC5	RFLNB	RFWD3	RMI1	RMI2	RNASE2	RNASE3	RNASEH2A	RNF26	RPL39L	RRM1	RRM2	S100A12	S100P	SAC3D1	SAE1	SAP30	SAPCD2	SERPINB8	SGO1	SGO2	SHCBP1	SKA2	SKA3	SLC2A4RG	SLC44A1	SMC2	SMC4	SNRNP25	SPAG5	SPC24	SPC25	SPDL1	SQLE	TCF19	TEDC1	TESMIN	TFDP1	TIMELESS	TK1	TMED8	TMEM106C	TMEM170B	TMPO-AS1	TMX4	TNNT1	TOP2A	TOPBP1	TPX2	TROAP	TUBA4A	TYMS	UBE2C	UBE2S	UBE2T	UHRF1	UPK3A	VRK1	ZWINT
HE_LIM_SUN_FETAL_LUNG_C2_PROMYELOCYTE_LIKE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_PROMYELOCYTE_LIKE_CELL	ATAD2	AZU1	CDT1	CENPF	CENPK	CENPM	CENPU	CIP2A	CITED4	CLEC11A	CLSPN	CTSG	GINS2	HELLS	HP	IGFBP2	KBTBD11	KCNE5	MCM2	MCM4	MCM7	MKI67	MLC1	MPO	MS4A3	NCAPD2	NKG7	NT5DC2	NUCB2	PCLAF	PHGDH	PRSS57	PRTN3	RFLNB	RGL4	RNASE2	RNASE3	RRM1	S100P	SERPINB10	SERPINB8	SLC2A4RG	TIMELESS	TK1	TOP2A	TYMS	UBE2C	UHRF1	WEE1
HE_LIM_SUN_FETAL_LUNG_C2_S100A12_HI_CLASSICAL_MONOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_S100A12_HI_CLASSICAL_MONOCYTE	ADM	ASGR1	ASGR2	BST1	CDA	CKAP4	CLEC4E	DYSF	FCN1	G0S2	HK3	KCNE1	LILRA5	LRRK2	LTB4R	MCEMP1	MEGF9	MGST1	MTMR11	NFE2	OLIG1	PADI4	PELATON	RAB27A	RBP7	RNASE2	S100A12	S100A8	S100P	SLC11A1	STEAP4	THBS1	TREM1	VCAN	VNN2	VSTM1
HE_LIM_SUN_FETAL_LUNG_C2_SPP1_POS_MACROPHAGE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C2_SPP1_POS_MACROPHAGE_CELL	A2M	ABCA1	ABCC5	ABCG2	AGR2	BLVRA	C1QB	C2	CCL2	CD163L1	CD209	CD28	COLEC12	CTSL	EGFL7	FAM20A	HOMER3	HPGDS	HRH1	IGF1	IGFBP4	ITGB5	ITSN1	LILRB5	LYVE1	MAN1A1	MERTK	MTUS1	NPL	NRP1	NRP2	PCDH12	PLEKHG5	PLTP	RAB3IL1	RCN3	RNASE1	SCN9A	SELENOP	SIGLEC1	SLC12A5	SLC7A8	SLCO2B1	SPP1	TMEM37	TNFRSF25	VSIG4	WWP1
HE_LIM_SUN_FETAL_LUNG_C3_AEROCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_AEROCYTE	ADAMTS1	ADAMTSL2	ADIRF	APLN	ARC	ARHGAP6	ATF3	B3GALNT1	BTBD3	CD83	CDH13	CDH8	CDKAL1	COLEC10	CYB561	DISP1	DPEP1	DYRK2	EDNRB	EHD3	EVA1B	F2RL3	GBP1	GNG7	GPR4	GRID1	HLX	HOPX	HOXB5	IL12A	ITGA1	ITGA3	ITGA4	KCNN2	KHDRBS2	KITLG	LAMA5	LMO7	LRRC36	LRRC49	MATK	MGLL	MIER2	MPPED2	MYLK	NCALD	NCKIPSD	NEDD4L	NOS2	OAS2	PDE1C	PHLDB1	PKIA	PLXNC1	PRDM1	PRICKLE2	PRX	PSEN2	RARG	RGS9	RILPL2	RNF24	S100A3	S100A4	SEMA7A	SLC12A2	SLCO2A1	SPON2	SPRED2	SPRY4	SULT1A1	SYNM	TAGLN3	TBC1D20	TBX2	TBX2-AS1	TBXA2R	TMEM108	TNFRSF4	TNS3	TRPV2	ULBP2	VASN	VIPR1	XKR6	ZBTB16	ZNFX1
HE_LIM_SUN_FETAL_LUNG_C3_ARTERIAL_ENDOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_ARTERIAL_ENDOTHELIAL_CELL	ABCC4	ABR	ADA2	ADAMTS6	ADGRL1	AFAP1L2	AIF1L	ALPL	AOPEP	APLP1	APOA1	APOL4	ARC	ARHGAP4	ARID5A	ARL15	ARSJ	ASRGL1	ASS1	ATP13A3	ATP2A3	B3GNT2	BCAT1	BMX	BVES	C14orf132	C19orf33	C1QTNF6	C1orf115	CALHM2	CAMK1D	CCDC71L	CD58	CDC42EP3	CDK19	CEP15	CFH	CGNL1	CHL1	CHMP4C	CKB	CLGN	CLIC3	COL1A2	COL21A1	COL3A1	COL6A1	COL9A3	CPAMD8	CRIP1	CRYBG1	CSRNP1	CTSC	CXCL12	CXCR4	CYB561D2	CYP26B1	CYTH3	DBNDD2	DENND11	DENND3	DGKA	DHH	DKK2	DSTYK	DUSP4	EDNRB	EGFL8	EGFLAM	ENTPD1	ENTPD2	EPHA4	EPS8	ERBB2	EVA1C	F2R	FAM107A	FAM234A	FAM241A	FAT4	FBLN2	FBLN5	FBN1	FCSK	FGF18	FGFR3	FGR	FILIP1L	FOSL2	FUT8	FZD6	GATA6	GATA6-AS1	GBP2	GCH1	GCHFR	GCNT1	GCNT2	GFOD1	GIPC2	GJA5	GLUD2	GNA14	GOLIM4	GPER1	GPR176	GPRIN3	GRIA2	GRIP2	GUCY1A1	GULP1	H2BC21	HBEGF	HES4	HEY1	HEY2	HIP1R	HLA-DRB1	HMCN1	HS6ST1	HSBP1L1	HSD17B14	ID2	IFI44L	IFI6	IFITM1	IL11RA	ITGB4	ITPR1	ITPR2	ITPR3	JAG1	JAG2	KANSL3	KAZALD1	KCNN3	KCNN4	KCNQ2	KITLG	KLF12	LAMA5	LINC00440	LPCAT2	LTBP1	LTBP4	LTC4S	LYPD2	MAMLD1	MCC	MCTP1	MECOM	MERTK	MET	METTL27	MEX3C	MGP	MIR503HG	MLLT1	MMEL1	MMP15	MMP16	MPPED2	MSX1	MTMR11	MX1	MXRA7	MYO1E	MYOF	NICOL1	NOMO3	NOS1	NOVA1	NPW	NR4A1	NR4A2	NSG1	NUAK1	ORAI1	PALLD	PAPSS1	PCSK2	PCSK5	PDE10A	PDE4D	PDK3	PDLIM1	PELI1	PI16	PIK3C2B	PIK3R3	PITPNM1	PKN3	PLAC9	PLCB4	PLCG2	PLLP	PLPP1	PREX2	PRR7	PRRT1	PRXL2C	PTGDS	PTGIS	PTPN14	QSOX1	RAB32	RAPGEF3	RASD1	RFC3	RFTN1	RGMB	RIPK3	RNF144B	RNLS	ROBO2	RRAS	RUNX1T1	S1PR4	SCGB3A1	SELENOM	SELPLG	SEMA3F	SEMA3G	SENP7	SERPINE2	SH2D4A	SH3BP4	SIDT1	SKIL	SLC12A2	SLC16A2	SLC18B1	SLC2A6	SLC48A1	SLC8A1	SMAD6	SMAD7	SNX18	SOX13	SOX5	SOX6	SPATA13	SRGN	SSTR1	SSUH2	ST3GAL4	ST6GALNAC1	ST8SIA6	STAT6	STK38L	SULF1	SULT1B1	SULT1E1	SWAP70	SYNJ2	SYNPO	SYT1	SYT11	TAFA5	TANC2	TGFB2	THSD7A	TIAM2	TMC7	TMED7	TMEM100	TMEM168	TMEM38A	TMEM47	TNFAIP8	TNFRSF1B	TNKS1BP1	TOB1	TOX2	TRABD2A	TRAM2	TRH	TRIM47	TSKU	TSPAN2	TTLL3	USP53	VAMP8	VEGFC	VPS37C	ZBTB7B
HE_LIM_SUN_FETAL_LUNG_C3_CYCLING_DEFINITIVE_ERYTHROBLAST	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_CYCLING_DEFINITIVE_ERYTHROBLAST	ABCA7	ABCB10	ABCB8	ABHD5	ACHE	ACKR1	ACSL6	ACSS1	ADD2	ADISSP	AEN	AGO2	AGPAT5	ALAD	AMMECR1	ANK1	ANKLE1	ANKRD9	ANLN	APEH	APOBEC3B	APOBEC3C	AQP3	ARHGAP11A	ARHGEF39	ART4	ARV1	ASF1B	ASPM	ATAD2	ATAD5	ATG4D	ATIC	ATP1B2	AURKA	AURKB	BIRC5	BLM	BLVRA	BOP1	BRCA1	BRCA2	BRI3BP	BTG3	BUB1	BUB1B	C17orf99	C21orf58	C2orf69	C2orf88	C8orf88	C9orf40	CA8	CCDC18	CCDC34	CCNA2	CCNB1	CCNB2	CCNE1	CCNF	CCP110	CD44	CD82	CDC20	CDC45	CDC6	CDCA2	CDCA3	CDCA4	CDCA5	CDCA8	CDK1	CDKN2C	CDKN3	CDT1	CENPA	CENPE	CENPF	CENPH	CENPK	CENPL	CENPM	CENPN	CENPP	CENPU	CENPV	CENPW	CEP152	CEP43	CHAC2	CHAF1A	CHEK1	CHEK2	CHPT1	CHST2	CIP2A	CISH	CKAP2	CKAP2L	CKS1B	CKS2	CLSPN	CMPK2	CPOX	CPVL	CR1L	CRNDE	CTSE	CYBRD1	DBF4	DCLRE1B	DDI2	DEPDC1	DEPDC1B	DHFR	DHRS13	DIAPH3	DLEU2	DLGAP5	DNAJA4	DNAJC6	DNAJC9	DONSON	DPF3	DPP7	DSCC1	DSN1	DYNC2I2	E2F2	E2F8	ECT2	EEF1E1	ELL2	ELOVL6	EPB42	EPCAM	EPOR	ERI1	ERMAP	ESCO2	EXO1	EXOSC3	EXOSC9	EZH2	FAH	FAM117A	FAM178B	FAM72A	FAM72B	FAM83D	FANCA	FANCI	FARSB	FBXO5	FEN1	FERMT3	FHDC1	FKBPL	FN3K	FOXM1	GALNT6	GATA1	GCDH	GCLC	GCLM	GEN1	GFI1B	GINS2	GMNN	GPSM2	GRK6	GTSE1	GYPA	GYPB	GYPE	H1-3	H1-5	H2AC11	H2AC12	H2AC13	H2AC14	H2AC16	H2AC17	H2AC20	H2AC4	H2AC8	H2BC11	H2BC15	H2BC18	H2BC3	H2BC4	H2BC7	H2BC9	H3C10	H3C15	H3C2	H3C3	H3C8	H4C11	H4C12	H4C2	H4C4	H4C6	HBB	HBQ1	HBZ	HELLS	HEMGN	HES6	HIC2	HJURP	HMGN5	HMMR	HPRT1	ICAM4	IKZF1	IQGAP2	ISG20	ISOC1	ITGA4	JAZF1	KCNH2	KCNN4	KCTD9	KEL	KIAA1586	KIF11	KIF14	KIF15	KIF18A	KIF20A	KIF20B	KIF22	KIF23	KIF2C	KIF4A	KIFC1	KLF1	KMT5A	KMT5C	KNL1	KNSTRN	KPNA2	KREMEN1	LDB1	LHPP	LIG1	LIN52	LNPK	LPCAT3	LRR1	LRRCC1	MACIR	MAD2L1	MCM10	MCM2	MCM4	MCM5	MCM6	MELK	MFHAS1	MFSD2B	MGME1	MID1IP1	MIGA2	MINPP1	MIS18A	MKI67	MLH1	MND1	MPHOSPH9	MRC2	MST1	MTHFD1	MTHFD2	MXD3	MYBL2	MYC	MYCBP	MYL4	MZT1	NAA50	NCAPD2	NCAPD3	NCAPG	NCAPG2	NCAPH	NCAPH2	NCEH1	NDC80	NEIL3	NEK2	NFE2	NMNAT3	NOP16	NSD2	NUDT1	NUF2	NUP210	NUP37	NUSAP1	OIP5	ORC1	ORC6	OSBP2	PAICS	PAK1	PAK1IP1	PARPBP	PBK	PCCB	PCK2	PCLAF	PCNA	PGP	PIGQ	PIP5K1B	PKLR	PKMYT1	PLEK2	PLK1	PLK4	PMM1	POC1A	POLA2	POLD1	POLQ	PPIF	PPME1	PPOX	PRC1	PRIM1	PRKAR2B	PRMT3	PRPS2	PRR5	PTTG1	RAB3IL1	RAB6B	RABGAP1L	RACGAP1	RAD51AP1	RAD54L	RBL1	RCCD1	RCL1	RECQL4	RFC3	RFC4	RFC5	RFESD	RGS10	RHAG	RHCE	RHD	RIPOR3	RMDN3	RMI2	RNASEH2B	RNF123	RPS6KB2	RRM1	RRM2	S100A4	SASS6	SFXN4	SGO1	SGO2	SHCBP1	SKA1	SKA2	SKA3	SLC11A2	SLC1A5	SLC20A1	SLC22A16	SLC22A4	SLC25A21	SLC25A38	SLC37A4	SLC38A5	SLC43A1	SLC43A3	SLC48A1	SLC6A8	SLC6A9	SLC7A5	SMAP2	SMC2	SMIM1	SMIM5	SNHG10	SNRNP25	SNX22	SOX6	SPAG5	SPC24	SPC25	SPECC1	SPINT2	SPN	SPTA1	SPTB	SSX2IP	STEAP3	STIL	SYNGR1	TACC3	TANGO2	TESC	TF	TFDP1	TFR2	TFRC	TIMM8A	TK1	TLCD4	TMEM86B	TMOD1	TOP1MT	TOP2A	TPX2	TRAK2	TRIM10	TRIP13	TROAP	TSPAN17	TSPAN32	TSPO2	TTF2	TTK	TTLL12	TTPAL	TUBB1	TYMS	UBAC1	UBE2C	UBE2S	UBE2T	UHRF1	VRK1	WDHD1	WDR4	WDR76	WRN	XK	YEATS4	ZBTB7A	ZWILCH	ZWINT
HE_LIM_SUN_FETAL_LUNG_C3_DEFINITIVE_ERYTHROBLAST	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_DEFINITIVE_ERYTHROBLAST	ANK1	ANKRD9	ART4	ATG4D	CPEB4	ERMAP	FBXO30	FHDC1	HECTD4	LPIN2	NATD1	RIPOR3	RUNDC3A	SLC7A5	SPECC1	SPTA1	TBCEL	TFR2	TFRC	TMCC2	TRAK2	TRIM58	XPO7	YPEL4
HE_LIM_SUN_FETAL_LUNG_C3_DEFINITIVE_ERYTHROCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_DEFINITIVE_ERYTHROCYTE	AHSP	ALAS2	CDKN2D	EPB42	ESPN	FECH	GMPR	GYPA	GYPB	HBA1	HBA2	HBB	HBG1	HBG2	HBM	HBQ1	HEMGN	KRT1	MYL4	PHOSPHO1	RUNDC3A	SLC14A1	SLC4A1	SMOX	STRADB	TENT5C	TRIM58	YOD1
HE_LIM_SUN_FETAL_LUNG_C3_DEFINITIVE_RETICULOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_DEFINITIVE_RETICULOCYTE	ACSL6	AHSP	ALAS2	ANK1	ANKRD9	ARG1	ART4	ATG14	ATG4D	C17orf99	CA8	CHST11	CHST2	CMPK2	CPEB4	CPOX	CR1L	DCUN1D1	DNAJC6	DYRK3	E2F2	ELL2	EPB42	ERMAP	ESPN	FAXDC2	FBXO30	FHDC1	GATA1	GCLC	GFI1B	GMPR	GYPA	GYPB	GYPE	HBB	HBM	HBQ1	HBZ	HECTD4	HEMGN	HMBS	IBA57	KEL	KIAA0232	KLF1	KRT1	LPIN2	MFSD2B	MOB1B	MOSPD1	MRC2	MYL4	NATD1	NCEH1	NFE2	NPL	OSBP2	PHOSPHO1	PIM2	PLEK2	PPME1	PRR5	RAP1GAP	RFESD	RGS6	RHAG	RHCE	RHD	RIPOR3	RSAD2	RUNDC3A	SDE2	SERPINI1	SIAH2	SLC14A1	SLC1A5	SLC22A4	SLC4A1	SLC6A9	SLC7A5	SMIM1	SMIM5	SMOX	SOX6	SPECC1	SPTA1	SPTB	STK17B	TANGO2	TBCEL	TCP11L2	TENT5C	TESC	TFR2	TFRC	TLCD4	TMCC2	TMEM86B	TRAK2	TRIM10	TRIM58	TSPAN32	TSPO2	TUBB1	UBAC1	UBE2O	XK	XPO7	YOD1	YPEL4
HE_LIM_SUN_FETAL_LUNG_C3_EARLY_CAP_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_EARLY_CAP_CELL	AAAS	ABCA1	ABL2	ACAT2	ACOT13	ACOT7	ACOT9	ACYP1	ADA	ADISSP	ADORA2A	AIFM1	AIMP2	AK4	AKIP1	ALDH7A1	ALG3	ALG8	ALYREF	AMPD2	ANAPC15	ANGPTL4	ANP32E	APBA2	APLN	ARFIP2	ARHGAP10	ARHGAP4	ARID3A	ARMT1	ARRDC3	ASB1	ASB9	ASF1B	ATAD2	ATAD3A	ATAD3B	ATIC	ATP1B1	ATP6V0E2	AURKB	AVEN	BAALC	BAMBI	BASP1	BCAT1	BCAT2	BCL2L12	BCL3	BCOR	BIRC5	BNIP1	BOP1	BYSL	C11orf96	C12orf75	C12orf76	C19orf48P	C1QTNF6	C6orf136	C8orf58	CA2	CACNB3	CBR1	CCDC112	CCDC34	CCDC85C	CCDC86	CCDC9	CCN1	CCN2	CCNA2	CCNB1	CCNB1IP1	CCNB2	CCNQ	CD24	CD70	CDC20	CDC42EP3	CDC42EP4	CDCA3	CDCA5	CDCA7	CDCA7L	CDH13	CDH8	CDIP1	CDK1	CDK2	CDK5RAP1	CDKN3	CDR2L	CDT1	CEACAM21	CEBPB	CELF2	CENPE	CENPF	CENPH	CENPK	CENPM	CENPN	CENPU	CENPV	CENPW	CFP	CHAF1A	CHCHD4	CHCHD6	CHEK1	CHN1	CIP2A	CISD3	CKS1B	CKS2	CLDN7	CLEC11A	CLGN	CLSPN	CMSS1	CMTM8	COL15A1	COPG2	COQ5	CREG2	CTPS1	CTSC	CTU2	CTXN1	CXCR4	CXXC5	CYP26B1	CYP2S1	CYRIB	DALRD3	DCAF15	DCBLD1	DCPS	DDX11	DEAF1	DEF8	DENND3	DHCR24	DHCR7	DHFR	DIAPH3	DISC1	DLGAP5	DOK4	DOLPP1	DONSON	DTNB	DUSP3	DUSP4	DUSP5	DYNLT5	EBP	ECHDC3	EDIL3	EFCAB11	EGFLAM	EIF2B2	EIF2B3	EMC9	ENAH	ERCC2	ERO1A	ERRFI1	ETV4	EVA1B	EXOSC2	EXOSC5	EXOSC7	EZH2	F2R	FADS1	FAM110D	FAM136A	FAM13A	FAM162B	FAM210A	FAM216A	FAM229B	FAM43A	FAM78A	FANCG	FANCI	FARSB	FASN	FBLN1	FBXO17	FBXO5	FDXR	FEZ1	FH	FKBP1C	FKBP5	FLAD1	FLYWCH2	FOSL2	FOXM1	GAMT	GATA3	GATB	GFER	GGH	GINS2	GIPC1	GMDS	GMNN	GMPPB	GNL2	GNL3	GOLM1	GPATCH4	GPR161	GPSM3	GPX8	GRB10	GRK5	GRWD1	GTPBP3	GTPBP4	GTPBP8	GTSE1	H1-1	H1-3	H2AC11	H2AC13	H2AC14	H2AC20	H2AC25	H2AC8	H2BC9	H4C11	HACD1	HADH	HAPLN1	HAUS4	HDGFL2	HDHD5	HEBP2	HES6	HGH1	HIC1	HILPDA	HIP1R	HIPK2	HMGA2	HMGN5	HMMR	HNRNPA1L2	HNRNPA1L3	HOXA4	HOXB2	HOXB4	HPRT1	HRAS	HRH1	HS6ST1	HSD17B14	HSPA6	ICAM1	ID2	IER3	IER5L	IFFO1	IFITM1	IFT22	IGF2BP1	IGFBP3	IL13RA1	IL4R	INSIG2	ITGAE	JMJD6	JPH1	KCNK6	KCNQ1	KCNQ1OT1	KDM1A	KIF20A	KIF20B	KIF22	KIF2C	KIF4A	KIFC1	KLHDC8B	KNSTRN	KPNA2	KRT10-AS1	KRT8	LCA5	LDAF1	LDLRAP1	LEF1	LGALSL	LHX6	LIG1	LIG3	LINC01082	LIPG	LMNB1	LMNB2	LMO7	LONRF1	LRCH4	LRP5L	LRR1	LRWD1	LYAR	MACROH2A2	MAD2L1	MADCAM1	MAFB	MAG	MAP7D3	MAPK11	MAPK12	MARK4	MARVELD1	MBOAT7	MCAT	MCC	MCM2	MCM4	MCM5	MCM6	METTL1	MEX3A	MGST1	MID1IP1	MIPOL1	MIR3667HG	MIX23	MKI67	MLKL	MLLT11	MMAB	MMD	MMP1	MND1	MPHOSPH6	MPI	MRGBP	MRPL10	MRPL39	MRPL49	MRPS27	MRRF	MTA3	MTFP1	MTHFD1	MTHFD1L	MTHFD2	MVD	MVK	MXI1	MYBL2	MYC	MYLK2	MYO10	MZT1	NAA15	NAB2	NAGA	NAMPT	NARS2	NAT14	NCAPD2	NCAPG	NCAPH	NCKIPSD	NCLN	NDFIP2	NDUFAF2	NDUFAF4	NDUFAF6	NEK6	NELFA	NEURL1B	NHERF1	NIPSNAP1	NLE1	NNAT	NOL4L	NOP14	NOSTRIN	NOX4	NPAS2	NPM3	NPW	NQO1	NR2F6	NSMCE2	NTMT1	NUAK2	NUDT1	NUDT15	NUP37	NUP88	NUP93	NUSAP1	OIT3	ORAI1	ORC6	P3H3	P4HA1	PACC1	PACSIN3	PAICS	PAQR4	PAWR	PBK	PBX3	PCAT14	PCBP4	PCDH1	PCLAF	PCNA	PDCL3	PDF	PDLIM2	PDLIM4	PELO	PEX14	PFKM	PFKP	PGAM4	PGP	PHACTR1	PHF19	PHF23	PHGDH	PIMREG	PJA1	PKMYT1	PLAGL1	PLCXD1	PLEKHO1	PLK1	PLOD2	PMAIP1	PNO1	POC1A	POLR1A	POLR1E	POLR3D	PPIF	PPIL1	PPP1R14B	PPP1R35	PREP	PRIM2	PRND	PRR3	PRRT2	PRTFDC1	PRTG	PSAT1	PSMC3IP	PSMD14	PSRC1	PTGES2	PTGR1	PTTG1	PUM3	PUS1	PUSL1	PVR	PYCR1	QPCT	RAB32	RAB34	RAC2	RAC3	RAD51AP1	RANGAP1	RANGRF	RARA-AS1	RARB	RARG	RASGRP2	RBM18	RBPMS2	RCBTB2	RCC1	RCC1L	RDH13	REC8	RELT	RFC2	RFC4	RFC5	RGS14	RGS19	RHNO1	RHOBTB3	RIN1	RIOK1	RIPK2	RMI2	RNASEH1	RNASEH1-DT	RNASET2	RNF113A	RNF144B	RNF2	RNF24	ROBO1	RPL39L	RPS6KA1	RPUSD3	RRAS2	RRM1	RRP15	RRP9	RTCA	RUVBL1	SAAL1	SDHAF3	SELENOM	SERINC2	SERPINE1	SFXN1	SFXN4	SGTA	SIGMAR1	SIK1	SIPA1L2	SKA2	SLC12A5	SLC16A1	SLC16A14	SLC16A3	SLC19A1	SLC25A22	SLC25A26	SLC25A33	SLC25A4	SLC2A6	SLC35G1	SLC5A6	SLX9	SMAD6	SMC2	SMCO4	SMIM10	SMYD3	SNAI1	SNAI2	SNAPC1	SNHG12	SNHG19	SNHG32	SNRNP25	SNX24	SORD	SPAAR	SPATC1L	SPATS2L	SPDL1	SPINDOC	SPOCK2	SPRYD4	ST3GAL4	STC1	STC2	STMN3	STRA6	SYT1	TACC3	TAGLN3	TARBP2	TBRG4	TCF15	TCOF1	TDP1	TEAD4	TEDC1	TEX10	TEX30	TFAP4	THBS1	THOC6	THOP1	THY1	TIMELESS	TIMM9	TK1	TLCD3A	TLE2	TLE3	TMC6	TMCC3	TMED3	TMEFF1	TMEM106C	TMEM161A	TMEM176A	TMEM176B	TMEM237	TMEM243	TMEM37	TMEM51	TMEM69	TMEM97	TMSB15A	TNFRSF10A	TOP2A	TOR2A	TP53RK	TPM2	TPX2	TRABD	TRAF4	TRIP13	TSR1	TTC9C	TTLL12	TUBB2B	TUBB3	TYMS	TYRO3	UBALD2	UBE2C	UBE2M	UBE2S	UBE2T	UBL4A	UBXN8	UCHL1	UCK2	UCP1	UHRF1	ULBP1	UNC119	UPP1	UQCRHL	USB1	USP18	USP39	USP5	UTP18	VEGFA	VRK1	WARS2	WASF1	WDR12	WDR25	WDR5	WIPI1	XIST	XKR8	XRCC1	YARS1	YARS2	ZC3HC1	ZCCHC3	ZFAND2A	ZNF219	ZNF346	ZNF579	ZNF581	ZNF593	ZNF622	ZNF771	ZWILCH	ZWINT
HE_LIM_SUN_FETAL_LUNG_C3_GRIA2_POS_ARTERIAL_ENDO_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_GRIA2_POS_ARTERIAL_ENDO_CELL	ABCC4	ADAMTS6	ADAMTSL1	ADCY1	AFAP1L2	AIF1L	AMD1	APOA1	APOL4	ASRGL1	ASS1	ATP13A3	BMF	C1orf115	C7	CDK19	CFH	CHRM3	CKB	COBLL1	COL15A1	CXCL12	CXCR4	CYP26B1	CYTH3	DHH	DKK2	DUSP4	EGFL8	ENPP2	EPS8	FAT4	FBLN5	FILIP1L	FUT8	GATA6	GCH1	GCNT1	GFOD1	GIPC2	GJA5	GPER1	GRIA2	HES4	HEY1	HIP1R	IGFBP3	IL11RA	ITGB4	JAG1	JAG2	KL	LAMA5	LPCAT2	LTBP1	LTBP4	LYPD2	MCC	MECOM	MERTK	MET	MIR503HG	MPPED2	MYO1E	NR4A1	NTRK2	PALLD	PCSK5	PDGFB	PDK3	PDLIM1	PIK3C2B	PIK3R3	PLCG2	PLLP	PREX2	PRND	RAPGEF1	RAVER2	RELL1	RNF144B	SEMA3G	SERPINE2	SH2D4A	SH3BP4	SIPA1L2	SLC35F3	SLC45A4	SLC6A6	SMAD6	SMAD7	SNX18	SORBS2	SOX13	SOX6	SRGN	SSTR1	SSUH2	ST8SIA6	SULT1B1	SULT1E1	SYNJ2	SYNPO	TFPI2	TGFB2	THSD7A	TM6SF1	TMC7	TMEM100	TNFRSF19	TNFRSF1B	TRAK1	TSPAN2	UNC5B	VEGFC
HE_LIM_SUN_FETAL_LUNG_C3_HMOX1_POS_PRIMITIVE_ERYTHROBLAST	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_HMOX1_POS_PRIMITIVE_ERYTHROBLAST	ACSM3	AEN	CDKN1A	FDXR	GDF15	GFI1B	GRAP2	H2BC11	HBE1	HBZ	HMOX1	ICAM4	KLF1	MT1F	MT1G	MT1H	MT1X	MTURN	PPP1R14C	S100A4	SLC39A8	SMIM5	TMOD1	UCA1	YPEL4
HE_LIM_SUN_FETAL_LUNG_C3_INTERMEDIATE_LYMPHATIC_ENDO_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_INTERMEDIATE_LYMPHATIC_ENDO_CELL	A4GALT	ABCA3	ABCA4	ABI3BP	ABO	ACKR2	ACSL5	ADAM22	ADAMTS12	ADAMTS9	ADIRF	AGAP1	AHI1	AHNAK2	AK4	AKR1C1	AKR1C2	AKR1C3	ALDH1A1	ALDH3A2	ANG	ANKRD6	APBA2	APOE	APOLD1	ARID5B	ARK2C	ARL15	ARRDC4	ASGR1	ASPH	ATP9A	B3GNT7	BCHE	BCL2L11	BCR	BHMT	BHMT2	BMX	C17orf58	C1QTNF4	C1orf198	C20orf204	C6orf141	CABLES1	CALHM2	CALHM6	CAMK1	CAMK2D	CASK	CCDC102B	CCDC122	CCDC141	CCDC80	CCL21	CCN1	CCNJ	CD38	CDC42EP5	CEACAM1	CELSR1	CEP19	CEP85L	CFI	CHRDL1	CLIP3	CMKLR2	CNST	COL4A5	COL9A3	COLEC12	COQ8A	CPXM2	CRNDE	CRTAC1	CTBS	CTDSPL	CTTNBP2	CXADR	CXCL2	CYB561A3	CYP1B1	CYP27A1	CYP39A1	CYP4X1	DAPK1	DBNDD1	DCHS2	DDX10	DKK3	DLGAP1-AS1	DNAAF4	DNASE2	DNPH1	DOC2B	DOCK5	DOCK8	DPP4	DSEL	DTX1	DTX4	EBF1	ECHDC2	EDNRB	EEIG1	EFEMP1	EFNA5	ELK4	ENTREP1	EPB41L1	EPHB1	EPHB2	EPS8L1	F8	FAM110B	FAM171B	FAM174B	FBLN2	FBN1	FBXO44	FCGR2A	FHIT	FHL2	FILIP1	FILIP1L	FLNC	FLRT2	FMOD	FOXC2	FOXP2	FOXP4	FZD10	FZD6	GALNT1	GALNT2	GAS7	GCNT2	GDF10	GIMAP5	GLIS3	GLRB	GLRX	GLS	GLT8D2	GNB5	GNG12	GPM6A	GPR182	GSTM3	GUCY1A1	HAPLN3	HCLS1	HES4	HOXA7	HOXB4	HOXD3	HOXD8	HOXD9	HS3ST1	HSD3B7	HSPA2	HYAL3	IER3	IFT57	IGF1	IGFBP5	IGSF3	IL7	IRF8	ITGA9	ITGAV	ITGB4	ITGB8	ITPK1	KBTBD11	KCNN3	KHDRBS3	KLF12	KLHL3	KLHL4	LAMB1	LAPTM4B	LETR1	LGALS3	LGALS7	LINC00636	LINC01116	LINC01117	LRCH2	LRIG3	LRP11	LRRC70	LRRN4CL	LTBP4	LY96	LYPD6	LYRM1	MAGED4	MAGED4B	MAN1A1	MAN1C1	MAP3K1	MATN2	MCUB	MEDAG	MEST	MET	MFAP4	MFSD4A	MGST1	MID1	MITF	MOB3B	MPP7	MRC1	MVP	MXRA8	MYEF2	MYO5C	NAAA	NBL1	NEO1	NEXN	NFATC1	NFATC2	NFIA-AS2	NICOL1	NINL	NIPAL2	NLGN4X	NMNAT2	NNMT	NR1H3	NR2F1	NR2F1-AS1	NR2F2-AS1	NTN1	NTS	NUPR1	OAF	OAS1	OLFML1	OMG	OSBP	OSBPL1A	OXCT1	PAIP2B	PARD6G	PCLO	PDE1A	PDE2A	PDE7B	PDGFA	PDGFC	PDGFD	PDIA5	PDLIM1	PDLIM3	PDLIM4	PDPN	PEG10	PELI2	PGAP4	PGM1	PGM5	PGM5-AS1	PHLDB3	PKHD1L1	PLA2G4C	PLAAT4	PLAC9	PLD1	PLEKHA4	PLEKHO2	PLIN5	PLPP1	PMP22	PPARG	PPP1R9A	PRKAA2	PRKAG2	PRKAG2-AS1	PRKCZ	PROX1	PSEN2	PTGR3	PTGS1	PTPN14	PTPN3	PTPRE	PTPRS	PTX3	RAB11FIP1	RAB11FIP5	RAB29	RAB3IL1	RAB6B	RADIL	RARRES2	RASSF10	RASSF9	RCAN1	REEP1	RELN	RHOD	RHOU	RNASE4	ROBO3	RPP25	S100P	SBSPON	SCARA3	SCG3	SCN3A	SCN3B	SCNN1B	SCRN1	SDC3	SEMA3A	SEMA3D	SEMA4D	SETD9	SFT2D2	SFXN3	SGCD	SGCE	SGK3	SHC2	SIRPA	SLC22A23	SLC24A1	SLC25A23	SLC26A4	SLC30A3	SLC35F6	SLC38A1	SLC38A4	SLC41A1	SLC43A3	SLC45A3	SLC5A3	SLC7A1	SLPI	SMAD9	SMOC1	SMYD2	SNCG	SNX10	SPR	SRGAP3	SSH1	ST6GALNAC3	STAB2	STIM1	STON2	STOX2	SULF2	SYNE1	SYNM	SYNPO	TAC3	TANC2	TBX1	TCTN3	TFEB	TFF3	TGFA	THBS1	THBS3	THEMIS2	TLE1	TLR4	TM7SF2	TMEM120A	TMEM38B	TMOD2	TMT1A	TMTC1	TNFAIP8L3	TNFRSF11A	TPBG	TPD52	TRADD	TRIM47	TRIP6	TRMT9B	TSHZ1	TSHZ2	TSPYL2	TTC8	TTN	UBAP1L	ULK2	UNC5B	UNC93B1	VSTM4	WASF3	ZDHHC14	ZDHHC17	ZNF385A	ZNF490	ZSCAN16
HE_LIM_SUN_FETAL_LUNG_C3_LYMPHATIC_ENDOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_LYMPHATIC_ENDOTHELIAL_CELL	ABHD17B	ABHD2	ABI3BP	ABLIM3	ACADS	ACKR2	ACSL5	ADAMTS12	ADAMTSL3	ADIRF	ANGPT2	ANKDD1A	ANKRD6	APBA2	APH1B	APOD	ARFGAP1	ARFGEF2	ARID5B	ARRB2	ARRDC2	ARRDC4	ASB13	ASGR1	ASPH	ATP9A	B3GNT7	BCHE	BCL7C	BMP2K	BZW2	C15orf39	C1QTNF4	C20orf204	C6orf141	CALHM6	CAMKK2	CAPG	CARD19	CASP4	CCDC102B	CCDC80	CCL14	CCL21	CD302	CD74	CDA	CDC42EP5	CDKL1	CDKN1A	CEACAM1	CEP85L	CERS6	CFI	CHCHD10	CHKA	CHRDL1	CHST15	CISD1	CLU	CMBL	CMKLR2	CNTNAP3B	COL4A5	COL5A2	COLEC12	COQ2	CRACR2B	CRTAC1	CTDSPL	CTHRC1	CTTNBP2	CXADR	CXXC5	CYP39A1	CYP46A1	CYP4X1	CYTL1	DAPK1	DHODH	DKK3	DLGAP1-AS1	DNASE2	DNMBP	DNPH1	DOC2B	DOCK5	DOCK8	DSE	DSEL	DSP	DTX1	DTX4	EDNRB	EEIG1	EFEMP1	EFNA5	EMID1	EMILIN1	ENOSF1	ENTREP1	EPHB1	EPHB2	EPS15	F8	FAM107B	FAM162B	FAM174B	FCGR2A	FHL2	FHL3	FILIP1	FLNC	FLRT2	FRMD6	FRZB	GAB2	GALNT1	GALNT15	GAS7	GCNT1	GCNT2	GGT5	GIMAP5	GJA1	GJC2	GLIPR2	GLIS3	GLS	GLT8D2	GNB5	GNG12	GPM6A	GPR182	GPRC5C	GPRIN3	HAPLN3	HIVEP3	HOXA7	HOXD8	HOXD9	HS3ST1	HSD3B7	HSDL2	HTRA1	IFT57	IGF1	IGFBP5	IL7	IMPDH1	INPP4B	IPO11	IQCA1	IQSEC3	ISLR2	ITGA1	ITGA9	ITSN1	KALRN	KBTBD11	KCNIP1	KCTD17	KIF3C	KLHL3	KLHL4	KLKB1	LAMB1	LAPTM4B	LAPTM5	LAYN	LETR1	LGALS3	LGALS7	LGALS7B	LGMN	LIMCH1	LINC01116	LINC01558	LOX	LRCH2	LRIG1	LRRC70	LRRN4CL	LTBP4	LY96	LYN	MAGED4	MAGED4B	MAGI1	MAN1A1	MAN2A1	MAP3K1	MATN2	MCTP1	MEDAG	MEGF6	MFAP4	MGST1	MICAL2	MID1	MITF	MMP17	MMRN1	MPP7	MRC1	MTSS2	MTUS1	MVP	MYO5C	MYO7A	NAV3	NBL1	NFIA-AS2	NHSL3	NIBAN1	NICOL1	NKAIN4	NLGN4X	NNMT	NPNT	NR1H3	NR2F1	NR2F1-AS1	NR2F2-AS1	NTN1	NTS	NUPR1	OAF	OAS1	ODF2L	OLFML1	OLFML2A	P2RX4	P3H2	P4HA3	PARD6G	PCLO	PCSK6	PDE1A	PDE2A	PDGFA	PDIA5	PDLIM3	PDPN	PGAP4	PGF	PGM1	PGM5	PIEZO2	PKHD1L1	PLA2G4C	PLAAT4	PLD1	PLEKHA4	PLEKHG3	PLEKHO2	PLIN5	PLSCR4	PMP22	POLE4	PPARG	PPARGC1B	PPIC	PRKAG2	PRKCZ	PRKG1	PROX1	PRR5L	PRSS23	PTPRE	PTX3	PXDC1	PXMP2	RAB11FIP1	RAB11FIP3	RAB11FIP5	RAB3IL1	RAB6B	RASSF9	REEP1	RELN	RHOD	RHOU	RPP25	RSPH4A	SAT2	SCAMP5	SCARA3	SCGB3A1	SCN3A	SCN3B	SCN9A	SCNN1B	SCRN1	SDC3	SEMA3A	SEMA3D	SFRP1	SFXN3	SGCE	SGIP1	SGK3	SH3PXD2B	SH3TC1	SIRPA	SLC22A23	SLC24A1	SLC26A4	SLC27A3	SLC35E4	SLC38A1	SLC43A2	SLC43A3	SLC45A3	SLC7A7	SLC9A9	SLCO2B1	SMOC1	SMYD2	SNAI2	SNCAIP	SNCB	SNCG	SNX10	SPATA6	SPHK1	SPOCK3	SPR	SPRY1	SQOR	ST3GAL6	STAB1	STAB2	STK32B	STON2	STOX2	SULF2	SUSD4	SYNE1	SYNM	TBC1D2B	TBX1	TC2N	TFF3	TGFBRAP1	THEMIS2	THSD7A	TIMP2	TLE1	TM4SF18	TMEM120A	TMEM140	TMEM38B	TNFAIP8L3	TNFRSF11A	TPBG	TPD52	TRIL	TRIP6	TRMT9B	TRPC6	TSHZ1	TSHZ2	TSHZ3	TSPAN11	TTN	TXNL4B	UBAP1L	UBTD1	UGP2	UNC5B	USP13	VAV3	VPS35L	VSTM4	WASF3	WDFY2	WIPF1	ZDHHC14	ZFPM2	ZNF521	ZP2
HE_LIM_SUN_FETAL_LUNG_C3_MID_CAP_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_MID_CAP_CELL	ADGRL2	ADM	ADORA2A	AFF3	ANGPTL4	ANKRD44	APCDD1	ARHGEF26	CA2	CBX2	CCL2	CLEC1A	CRYBG1	CX3CL1	DACH1	DIXDC1	DPEP1	DTL	EDIL3	EGLN1	FCN3	FMNL2	GCOM1	GLCE	GPIHBP1	GPX3	HLX	HOPX	JAM3	KHDRBS2	KIT	LEPR	LHX6	LIMD1	LONRF1	LRATD1	MADCAM1	MAOA	MCAM	MIR181A1HG	MYOC	NCKAP5	NENF	NETO2	NEURL1B	PDE3B	PLAT	POSTN	RASSF2	RBP5	SCARB1	SLC35F2	SOX11	SPACDR	TIAM1	TLE2	TMEM37
HE_LIM_SUN_FETAL_LUNG_C3_OMD_POS_ENDOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_OMD_POS_ENDOTHELIAL_CELL	ABCA2	ABCA3	ABCA8	ABI3BP	ABR	ACVR1	ADAMTS1	AGA	AHNAK2	AIF1L	AIG1	AKNA	ALCAM	ALDH1A1	AMPH	ANKRD36	ANOS1	APLP1	APOL1	APPAT	ARHGAP4	ARID5A	ARSJ	ASS1	ATL2	ATP2A3	ATXN1	BAMBI	BCAT1	BCL9L	BMP4	BMP6	BMX	BST1	C19orf33	C1R	C1S	CADM1	CALHM5	CAMK4	CAPG	CASP1	CBLN2	CBX6	CCDC80	CCN1	CCN2	CD58	CDA	CDC42EP3	CDH11	CDIP1	CDKN1A	CDO1	CERCAM	CFH	CHST3	CKB	CLDN15	CLIC3	CLN8	CNTNAP3	COL1A2	COL21A1	COL23A1	COL3A1	COL5A1	COL5A2	COL9A3	COPZ2	CPAMD8	CPE	CPLX1	CPXM2	CRABP2	CRIM1	CRIP1	CRISPLD1	CSF1	CSF2RB	CSRNP1	CTSC	CUBN	CXCL12	CXCL2	CXCL3	CYBRD1	CYP1B1	CYTL1	DDAH1	DENND5B	DHH	DIPK2A	DKK2	DNASE2	DPP7	DPYD	DSE	EFEMP1	EFNA5	ENTPD2	EPB41L3	EPDR1	EPS8	ERAP1	ERAP2	ERBB2	EVA1C	EXT1	F2R	FADS3	FAM107A	FBLN1	FBLN2	FBLN5	FBN2	FGF18	FGFRL1	FGGY	FILIP1L	FMOD	FNIP2	FOSL2	FOXC1	FOXC2	FUT8	FZD8	GALNT2	GARNL3	GASK1B	GATA6	GBP1	GBP2	GCA	GCHFR	GDF7	GFOD1	GHR	GIPC2	GJA5	GLIS2	GOLGA3	GOLGA8B	GOLIM4	GRB14	GUCY1A1	GUCY1B1	HAPLN3	HAS2	HAUS7	HEXA	HEY2	HIP1R	HLA-DRB1	HMCN1	HMCN2	HNRNPA1L2	HOXA3	HOXB3	HTRA3	ID2	ID4	IER3	IFI44L	IFI6	IFIH1	IFITM1	IFNAR2	IGFBP3	IL11RA	IL13RA1	IL18BP	IRF6	ITGB5	ITPR1	ITPR2	JAG1	KANK1	KAZALD1	KCNMB1	KCNN4	KISS1	KLHL13	LDLR	LDLRAD3	LDLRAD4	LGR4	LINC01133	LMTK2	LOX	LOXL1	LPCAT2	LRIG3	LTBP2	LTBP4	LYPD2	LYPD6	MAP3K8	MATN2	MCC	MCTP1	MECOM	MEDAG	MET	METRNL	MFAP4	MGP	MIR155HG	MIR99AHG	MLLT1	MMP16	MPZL2	MRAP2	MRC2	MX1	MYORG	MYRIP	NCAM1	NCOA7	NFKBIZ	NMT2	NNMT	NOMO1	NOMO2	NOMO3	NOX4	NPIPA1	NPIPA7	NPIPA8	NPLOC4	NR4A1	NR4A2	NRBP2	NRK	NSUN5	NUAK1	OMD	P3H3	P4HTM	PCSK2	PCSK5	PDE3A	PDE4A	PDGFD	PDLIM3	PEG10	PELI1	PER1	PGRMC2	PI15	PI16	PKP2	PLAC9	PLCG2	PLD5	PLK3	PLOD2	PLXNA2	PLXNA4	PMEPA1	POLG2	PPP1R3B	PRSS35	PRUNE2	PTGDS	PTGER4	PTGFRN	PTGIS	PTGS1	PTGS2	PTN	PTPN14	PTPRF	PTPRJ	PTPRR	PXDC1	QSOX1	RBMS3	RCN3	RGMB	RND3	ROM1	RPS6KA5	RRAS	RSPO3	RTN4RL2	RUNX1T1	S100B	S1PR4	SAMD4A	SELENOM	SELL	SELP	SEMA3F	SEMA3G	SERPINE1	SERPINE2	SEZ6L2	SFRP4	SGCE	SH3BP4	SH3RF2	SIDT2	SKI	SKIL	SLC16A14	SLC22A17	SLC25A34-AS1	SLC26A7	SLC6A4	SLC8A1	SLIT3	SMAD6	SMAD7	SMTNL2	SNX18	SOCS2	SOX5	SPEG	SPOCK1	SSTR1	STON1	SULF1	SULT1B1	SULT1E1	SYNPO	SYT11	SYT15	TAGLN	TANC2	TENT5A	TFPI2	THBS1	THBS3	TLR5	TM6SF1	TMEM120A	TMEM231	TMEM47	TMTC1	TMTC2	TNFRSF12A	TNFRSF1B	TNRC6C	TOX	TP53I13	TRAM2	TRH	TRIM22	TSPAN2	USP35	VCAM1	XAF1	ZBTB16	ZNF217
HE_LIM_SUN_FETAL_LUNG_C3_PRIMITIVE_ERYTHROCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_PRIMITIVE_ERYTHROCYTE	ABAT	ABCB10	ACHE	ACSM3	ADD2	AHSP	ALAD	ANK1	ANKRD9	APOBEC3C	ASIC4	ATP1B2	BEX1	C11orf21	C17orf99	C2orf88	CA2	CHPT1	CPED1	CPOX	CR1L	CRNDE	CTSE	CYTOR	DHFR	DHRS13	ELL2	EPB42	EPOR	ERMAP	ESPN	GATA1	GATA5	GCAT	GDF15	GFI1B	GNG2	GRAP2	GYPA	GYPB	GYPE	HBE1	HBQ1	HBZ	HEMGN	HMBS	ICAM4	IQGAP2	KEL	KLF1	MAP1A	MAPKAPK3	MAPRE3	MIR4435-2HG	MRC2	MT1E	MT1F	MT1G	MT1H	MT1M	MT1X	MTHFD2	MTURN	MYL4	MYT1	NFE2	NT5DC4	OSBP2	PIM2	PITX1	PKLR	PLEK2	PMM1	PNPLA4	PPP1R14C	PTGS1	RAP1GAP	RFESD	RGS10	RHAG	RHD	RIPOR3	SCPEP1	SIAH2	SLC22A4	SLC30A10	SLC38A5	SLC39A8	SLC4A1	SLC6A9	SMIM1	SMIM5	SNX22	SOD3	SPECC1	SPINT2	SPTA1	SPTB	SSX2IP	ST6GALNAC1	ST8SIA1	TESC	TF	TFR2	TLCD4	TMOD1	TMSB15A	TSPAN17	TSPAN32	TUBB1	UBAC1	UCA1	XK	YPEL4
HE_LIM_SUN_FETAL_LUNG_C3_SCG3_POS_LYMPHATIC_ENDOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_SCG3_POS_LYMPHATIC_ENDOTHELIAL_CELL	A4GALT	ABCA3	ABCA4	ABCC10	ABHD2	ACAD10	ACAP3	ACKR2	ACYP2	ADA2	ADAM19	ADAM22	ADAM9	ADAMTS12	ADAMTS6	ADIRF	ADK	ADNP2	AGA	AGAP1	AGAP2-AS1	AHI1	AK4	AKR1C1	AKR1C2	AKR1C3	ALDH1A2	ALDH3A2	ALPK3	AMN1	ANGPT2	ANGPTL2	ANK2	ANKH	ANKRD6	ANO10	ANPEP	AOPEP	APBA2	APOE	APTR	ARHGAP10	ARHGAP42	ARID5A	ARID5B	ARL15	ASGR1	ASPH	ATP10D	ATP11C	B3GALT4	B3GNT5	B3GNT8	B9D1	BAMBI	BBIP1	BCHE	BCL7A	BCR	BEND5	BHMT	BHMT2	BIK	BMX	BRSK1	BSCL2	C12orf75	C14orf132	C15orf61	C16orf87	C17orf58	C1QTNF2	C1orf198	C20orf204	C2CD4C	CABIN1	CALHM2	CAMK1	CAMK2D	CARS1	CASK	CASP6	CBFA2T3	CCDC102B	CCDC126	CCDC141	CCDC3	CCDC80	CCL21	CCNJ	CDC42EP5	CEACAM1	CELSR1	CEP15	CEP85L	CFI	CHRDL1	CIART	CLASP2	CLDN11	CLIC2	CLIP3	CNST	COG6	COL4A5	COL5A2	COL9A3	COLEC12	COMMD3	COQ10A	COQ2	COQ8A	CPE	CPT1A	CRAT	CRIP1	CRNDE	CROT	CTTNBP2	CTXN1	CXXC5	CYB561D2	CYP27A1	CYP39A1	DAPK1	DBNDD1	DBNDD2	DBR1	DDX10	DDX3Y	DIXDC1	DKK3	DLG1	DNAJC16	DNASE2	DOC2B	DOP1B	DPP4	DPP7	DSEL	DTX1	DTX3	DUSP2	DUSP5	DYNC2LI1	EBF1	EBLN3P	EDDM13	EDNRB	EIF4EBP3	EML3	ENOX1	ENTPD6	ENTREP1	EPB41L3	EPS8L1	ETV2	EXOSC7	F8	F8A3	FAHD2B	FAM110B	FAM117A	FAM131A	FAM171B	FAM221A	FAM222B	FAM3C	FAM98A	FBXO17	FBXO34	FBXO44	FGR	FHDC1	FHIT	FILIP1	FILIP1L	FKBP1B	FLNC	FLRT2	FLRT3	FOXC2	FOXO1	FOXP2	FZD10	FZD6	GAA	GAB1	GALC	GALNS	GALNT1	GALNT11	GALNT2	GBE1	GCNT2	GDF10	GJD3	GLIDR	GLIS3	GLRX	GLS	GNB5	GPAT2	GPER1	GPRC5D-AS1	GRAMD2B	GRAMD4	GREB1	GSPT2	GSTM3	GUCY1A1	H4C11	H4C12	HACD2	HAGLROS	HCLS1	HEPH	HES4	HGF	HLA-F	HOXA7	HOXB4	HOXD-AS2	HOXD3	HOXD8	HOXD9	HS3ST1	HS6ST1	HSBP1L1	HSD3B7	HSDL2	HSPA2	HVCN1	HYAL3	ICE2	IDE	IDS	IER3	IFI6	IFT122	IFT57	IGF1	IGHMBP2	IGSF3	IGSF8	IL1R1	IRF2BPL	IRX3	ITGA9	ITGAV	ITGB4	ITGB8	ITPR1	JARID2	KANK2	KBTBD11	KCNN3	KCNQ1OT1	KDELR3	KHDRBS3	KIF16B	KIF21A	KIZ	KLF12	KLHL23	KLHL4	L3MBTL3	LACTB2	LAMA5	LAPTM4B	LDOC1	LETR1	LGALS3	LGALS7	LGALS7B	LINC00513	LINC00636	LINC01116	LINC01117	LMBR1L	LPIN1	LRP11	LRRC61	LRRC70	LRRN2	LRRN4CL	LTBP1	LTBP4	LY6L	LY96	LYPD3	LYPD6	LYRM1	LYSMD2	MAGED4	MAGED4B	MAPK13	MAPK7	MAPRE3	MARK1	MBOAT1	MBP	MCUB	MEDAG	MEST	MET	MFAP4	MGST1	MICU3	MID1	MIF4GD	MIGA1	MIR99AHG	MITF	MLYCD	MMP16	MOB3B	MPP7	MRAS	MRGPRF	MSMP	MTFMT	MVP	MXRA8	MYEF2	MYO5C	MZF1	NAAA	NALCN	NAPG	NAV2	NBAS	NBEAL2	NBL1	NDUFAF5	NEO1	NEXN	NFATC1	NFATC2	NFX1	NHERF1	NICOL1	NINL	NIT2	NLGN4X	NLGN4Y	NLRC5	NMD3	NMNAT2	NOL3	NPC1	NPPC	NPY1R	NR1H3	NR2F1-AS1	NRGN	NTN1	NTS	NUPR1	OAF	OLFML1	ORAI3	OSBPL1A	OSTM1	OTULINL	OXCT1	P2RX4	PAIP2B	PAK3	PAQR8	PARD3	PARD6G	PBXIP1	PCAT6	PCCA	PCLO	PDE1A	PDE4D	PDE6G	PDE7B	PDGFA	PDGFD	PDLIM1	PDLIM3	PDLIM4	PDPN	PEG10	PELI2	PERP	PGAP4	PGM5	PHETA2	PHLDB3	PIGP	PIK3C2G	PIP5K1C	PITPNM1	PKHD1L1	PLAC9	PLBD2	PLCD1	PLEKHA4	PLOD2	PLPP1	PLPP5	PLSCR3	PLXNB1	POC5	PODXL2	POF1B	POLB	PORCN	PPARG	PPFIA3	PPL	PPP1R9A	PPP3CC	PRICKLE1	PRKAA2	PRKAG2	PRKCZ	PROX1	PRR34-AS1	PRXL2C	PSEN2	PTGR3	PTPN14	PTPN3	PTPRE	PTPRF	PTPRK	PTPRS	PWP2	PWWP2B	R3HDM2	RAB11FIP1	RAB3IL1	RAB6B	RABGAP1	RADIL	RAI2	RANBP9	RAPGEF4	RASAL3	RASD1	RASGRP2	RASSF4	RASSF8	RCAN1	RCBTB1	REEP1	RGL1	RHBDD3	RHOBTB1	RHPN1	RINL	RIOX1	RNASE4	RPRD1A	RTTN	RUFY1	RUVBL1	S100A4	S100P	SBSPON	SCARA3	SCG3	SCN3A	SCPEP1	SDC3	SDC4	SEC14L2	SEMA3A	SEMA3D	SEMA4D	SERINC2	SERINC5	SESTD1	SETD9	SFXN3	SGCE	SGIP1	SGK3	SIAE	SLC12A7	SLC16A7	SLC22A23	SLC2A6	SLC35A5	SLC35B4	SLC37A1	SLC38A1	SLC38A4	SLC41A1	SLC43A3	SLC44A3	SLC48A1	SLC5A3	SLC6A6	SLC7A1	SLPI	SNX25	SOCS2	SOCS6	SPATA6L	SPIN2B	SPIN4	SPOCK3	SPPL2B	SPR	SQOR	SRD5A3	SRGAP3	SRPK1	ST6GALNAC3	ST7	STARD10	STARD9	STPG1	STRADA	STRN	SULF2	SUN2	SV2C	SWAP70	SYNE1	SYNM	SYNPO	SYS1	TANC2	TARS3	TBC1D4	TBC1D8	TBC1D9	TBX1	TBXA2R	TCTN3	TEX2	TFEB	TFF3	THBS3	TM7SF2	TMC6	TMEFF1	TMEM102	TMEM117	TMEM120A	TMEM140	TMEM33	TMEM38B	TMEM45A	TMOD2	TMTC1	TMTC4	TNFAIP2	TNFAIP8L3	TNFRSF11A	TNFRSF4	TOP2A	TPBG	TPCN1	TPD52	TPD52L1	TRDC	TRIM47	TRIP6	TRMT9B	TSHZ1	TSHZ2	TTC8	TTN	TUBB2B	TUBB3	TULP4	TXNRD2	UBE2E2	UCHL1	UNC119	UNC5B	UNC93B1	URI1	USP13	VANGL1	VKORC1L1	VPS39	WDSUB1	WSB2	ZC3H8	ZDHHC1	ZDHHC17	ZDHHC24	ZIC2	ZMYND8	ZNF107	ZNF195	ZNF211	ZNF385A	ZNF480	ZNF568	ZNF680	ZNF737	ZNF790	ZSCAN16	ZSCAN2
HE_LIM_SUN_FETAL_LUNG_C3_VENOUS_ENDOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C3_VENOUS_ENDOTHELIAL_CELL	ACKR1	ACKR3	ADAMTS6	ADGRG6	ALCAM	APOL1	ASAP3	ASRGL1	ASS1	ATP2A3	C7	CCDC69	CD82	CDC42EP3	CDH11	CHODL	COL3A1	COL9A3	CPE	CYP1B1	DHH	DLL1	DNM3	DUSP23	ECRG4	EHBP1L1	ENTPD1	EVA1C	FAM124A	FBLN2	FBN1	FILIP1L	GFOD1	HAS2	HDAC9	HLA-DRB1	HMCN1	HMGCLL1	HSPA2	IL11RA	IL1R1	ITGB4	LFNG	LHX6	LRATD2	LTBP3	LTC4S	LYPD2	LYST	MALL	MAP2	MGP	MIR503HG	MIR99AHG	MMP28	MYOF	NALF1	NPNT	NUAK1	PALLD	PLAC9	PLVAP	PLXDC2	PTGDS	PTGIS	RARRES1	RBP5	S1PR4	SCUBE3	SELP	SEMA3F	SERPINE2	SLCO2A1	SORBS2	SPINK5	SRGN	SULT1E1	SYT15	TLL1	TMEM273	TSLP	VCAM1	VEGFC	WFDC1	XAF1
HE_LIM_SUN_FETAL_LUNG_C4_ACTIVATED_NK_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_ACTIVATED_NK_CELL	APLP2	BCL2A1	BCL2L1	BCL2L11	CD72	CD82	CRTAM	DOT1L	EGR2	FABP5	FAM3C	FCRL3	FEZ1	GFOD1	HAVCR2	HYOU1	ICAM1	IRF8	LIM2	MAP1LC3A	MIR155HG	MRTO4	NDFIP2	NEK6	NME1	PHLDA1	PIM3	PNO1	PRR5L	PUS1	RAMP1	RNF19A	RRP9	RRS1	SFXN4	SLAMF7	SNX8	SPATA13	STARD4	STX11	TIMM8A	TMEM120A	TNFRSF18	TNFRSF4	TNFRSF9	TRAF1	TSPAN17	UCK2
HE_LIM_SUN_FETAL_LUNG_C4_CD16_POS_NK_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_CD16_POS_NK_CELL	ADGRG1	CX3CR1	FCRL6	FGFBP2	GNLY	GZMB	GZMH	KIR2DL1	KIR2DL3	KIR3DL1	LAIR2	MYOM2	PRSS23	RAP1GAP2	RASSF4	S1PR5	SPON2	ZEB2
HE_LIM_SUN_FETAL_LUNG_C4_CD4_T_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_CD4_T_CELL	ACTN1	ARMH1	BACH2	CCR7	CD4	CD40LG	CD5	CD6	CHI3L2	CSGALNACT1	CTSL	EPHX2	FCGRT	FHIT	FKBP5	GPR183	ICOS	IL6ST	INPP4B	LIMS2	LINC01550	LRRN3	MAL	PASK	RAB25	RCAN3	SERINC5	SIT1	SOCS3	SUSD3	THEMIS	TMEM204	TRAT1
HE_LIM_SUN_FETAL_LUNG_C4_CD56BRIGHT_NK_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_CD56BRIGHT_NK_CELL	CXCR6	GZMK	KRT86	PDLIM1	TOX2
HE_LIM_SUN_FETAL_LUNG_C4_CD8_T_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_CD8_T_CELL	A1BG	ACTN1	ARMH1	BACH2	CCR7	CD248	CD5	CD79A	CD8B	CHI3L2	CLEC11A	CPNE2	DBN1	FAM117B	FBLN2	GBP1	IGFBP2	JUP	LDLRAP1	LIMS2	LINC01550	LINC02446	LRRN3	LYPD3	MAL	MEOX1	NELL2	NPDC1	NT5E	PAK1	PASK	PCNT	PECAM1	PRKAR1B	RCAN3	S100B	SERINC5	SERPINF1	SGK1	SIRPG	SIT1	SPINT2	SREBF1	STMN3	THEMIS	TMEM204	TOB1	TRABD2A	YBX3
HE_LIM_SUN_FETAL_LUNG_C4_CYCLING_NK_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_CYCLING_NK_CELL	ABHD10	ABHD11	ABHD3	ACAD9	ACAT2	ACD	ACOT7	ACTL6A	ACYP1	AHI1	AKIP1	AKT1	ALYREF	ANKRD36	ANKRD36C	ANLN	AP1S1	APEX2	APOBEC3B	ARHGAP11A	ARHGAP33	ARHGEF39	ARL6IP1	ARL6IP6	ARMC1	ASB16-AS1	ASF1B	ASPM	ASRGL1	ATAD2	ATAD3A	ATAD5	ATG16L2	ATP1B3	ATP23	ATP2A2	AURKA	AURKB	BAG2	BARD1	BAZ1B	BCAP29	BCL2L12	BIRC5	BLM	BLVRA	BLVRB	BORA	BRCA1	BRCA2	BRI3BP	BTG3	BUB1	BUB1B	BUD13	C17orf58	C19orf48P	C1orf35	C21orf58	C4orf46	CASP8AP2	CBFB	CBX5	CCDC14	CCDC18	CCDC28B	CCDC34	CCDC82	CCDC88A	CCNA2	CCNB1	CCNB2	CCNE1	CCNE2	CCNF	CCNJL	CCP110	CDC20	CDC23	CDC27	CDC45	CDC6	CDC7	CDCA2	CDCA3	CDCA4	CDCA5	CDCA7	CDCA7L	CDCA8	CDK1	CDK16	CDK19	CDK2	CDK5RAP2	CDKN1A	CDKN2C	CDKN3	CDT1	CEBPG	CENPA	CENPE	CENPF	CENPH	CENPJ	CENPK	CENPL	CENPM	CENPN	CENPO	CENPP	CENPQ	CENPU	CENPW	CEP152	CEP192	CEP295	CEP43	CEP55	CEP57L1	CEP78	CEP85	CETN3	CFAP20	CGAS	CHAF1A	CHAF1B	CHAMP1	CHEK1	CHEK2	CHRAC1	CHST2	CHTF18	CIDEB	CIP2A	CKAP2	CKAP2L	CKAP5	CKS1B	CLN6	CLSPN	CMC2	CNTLN	CNTROB	COMMD4	CPSF3	CPSF4	CPXM1	CRTAP	CTBP1	CTBP2	CTCF	CTDSPL2	CTNNAL1	CTNNBIP1	CTPS1	CX3CR1	CXXC1	CYTOR	DAB2	DARS2	DBF4	DCAF15	DDB2	DDX11	DEPDC1	DEPDC1B	DERA	DHFR	DIAPH3	DLEU2	DLGAP5	DNA2	DNAJC9	DONSON	DPM2	DSCC1	DSN1	DTL	DTYMK	DYNC2I2	E2F1	E2F2	E2F3	E2F7	E2F8	EBP	ECT2	EED	EMC9	EME1	ENOSF1	ESCO2	EXO1	EXOSC10	EXOSC3	EXOSC8	EXOSC9	EZH2	FABP5	FAF1	FAM111A	FAM111A-DT	FAM111B	FAM76B	FAM83D	FANCA	FANCD2	FANCG	FANCI	FANCL	FAR1	FBXL6	FBXO4	FBXO5	FEN1	FHOD1	FIRRM	FMR1	FN3KRP	FOXM1	FOXRED1	FUZ	G2E3	GALE	GATAD2A	GGH	GINS1	GINS2	GINS3	GINS4	GLO1	GMNN	GMPPB	GMPS	GNGT2	GNL1	GON7	GPANK1	GPN3	GSS	GSTM1	GTSE1	GUCD1	GUSB	H1-1	H1-5	H2AC11	H2AC12	H2AC13	H2AC14	H2AC15	H2AC16	H2AC17	H2AC20	H2AC21	H2AC4	H2AC8	H2BC11	H2BC13	H2BC15	H2BC18	H2BC3	H2BC4	H2BC7	H2BC9	H3C10	H3C12	H3C14	H3C15	H3C2	H3C3	H3C7	H3C8	H4C1	H4C11	H4C12	H4C13	H4C14	H4C15	H4C4	H4C6	H4C8	HADH	HAT1	HAUS1	HAUS2	HAUS4	HAUS5	HAUS6	HAUS8	HCFC1R1	HDGF	HDGFL3	HELLS	HIRIP3	HJURP	HLTF	HMGB3	HMGCS1	HMGXB4	HMMR	HPF1	HSPA13	HTRA2	ICMT	IFI27L1	IL12RB2	ILVBL	INCENP	ITGB3BP	JADE1	JMJD4	JPT2	KAT5	KEAP1	KIF11	KIF14	KIF15	KIF18A	KIF18B	KIF20A	KIF20B	KIF22	KIF23	KIF2C	KIF4A	KIFC1	KIR2DL1	KIR3DL1	KLRC2	KLRK1	KMT5A	KNL1	KNSTRN	KNTC1	KPNA2	LGALS1	LIG1	LIN52	LIN54	LIN9	LMF2	LMNB1	LMNB2	LRR1	LRRC40	LRRC42	LRRC45	LRRC59	LRRCC1	MAD2L1	MAD2L2	MAGOHB	MAP3K20	MASTL	MCM10	MCM2	MCM3	MCM4	MCM5	MCM6	MCM7	MCM8	MCMBP	MCUR1	MDM1	MED7	MELK	METTL4	MFGE8	MFSD14B	MGME1	MGST3	MICB	MIR4435-2HG	MIS12	MIS18A	MIS18BP1	MKI67	MLC1	MLH1	MMAB	MMUT	MND1	MPC1	MPHOSPH9	MPST	MRPL55	MSH2	MSH6	MTFR2	MTG2	MTHFD1	MTHFD2	MTRFR	MUTYH	MXD3	MYBL2	MZT1	NAA50	NABP2	NCAPD2	NCAPD3	NCAPG	NCAPG2	NCAPH	NCAPH2	NDC1	NDC80	NEIL3	NEMP1	NFATC2IP	NFYB	NIT1	NNT-AS1	NQO2	NRM	NSD2	NSL1	NTAN1	NUDT1	NUDT15	NUF2	NUP107	NUP37	NUP50	NUP85	NUSAP1	OIP5	ORC1	ORC3	ORC6	OTULINL	OXCT1	PANK2	PAQR4	PARP16	PARP2	PBK	PCLAF	PCNA	PCNT	PDLIM1	PDLIM7	PDS5B	PDZD11	PGP	PHF19	PHGDH	PHTF1	PIDD1	PIGX	PIMREG	PKMYT1	PLK1	PMM1	PMVK	POC1A	POGLUT3	POLA1	POLA2	POLD1	POLD3	POLE	POLE2	POLH	POLQ	POP4	POP7	POU2F1	PPCDC	PPIF	PPM1D	PPP5C	PRADC1	PRC1	PRDX4	PRIM1	PRIM2	PRIMPOL	PRPS1	PRPS2	PRPSAP1	PSMC3IP	PSMD14	PSMG1	PSMG3	PSRC1	PTBP2	PTPN18	PTTG1	PUSL1	PXMP2	RAB27A	RACGAP1	RAD1	RAD18	RAD51AP1	RAD51C	RAD51D	RAD54B	RAD54L	RAD9A	RANBP9	RANGAP1	RBBP8	RBL1	RBM14	RBM15	RCC1	RCC2	RCCD1	RDX	RECQL4	REEP4	RELT	REXO5	RFC2	RFC3	RFC4	RFC5	RFWD3	RHEBL1	RHNO1	RIF1	RMI1	RMI2	RNASEH2A	RNF168	RNF26	RPL39L	RRM1	RRM2	RUSC1	RUVBL2	SAAL1	SAC3D1	SAMD1	SAR1A	SASS6	SCCPDH	SCMH1	SEPHS1	SEPTIN11	SESTD1	SFMBT1	SFR1	SGO1	SGO2	SH3GLB2	SHCBP1	SHMT1	SIMC1	SKA1	SKA2	SKA3	SKP2	SLC1A4	SLC1A5	SLC25A1	SLC25A16	SLC25A25	SLC25A40	SLC27A3	SLC29A1	SLC2A4RG	SLC43A1	SLC43A3	SLF1	SLFN13	SMC2	SMC6	SMCO4	SMIM13	SMPD4	SNRNP25	SNTB2	SP2	SPAG5	SPATA33	SPATS2	SPC24	SPC25	SPDL1	SPTSSA	SQLE	SRGAP2B	ST3GAL4	STIL	STRADA	STX11	SUV39H1	SUZ12	SVIP	SYK	SYNE2	TACC3	TAF1B	TBL3	TCEAL3	TCF19	TCF3	TCHP	TDP1	TEDC1	TEDC2	TEX30	TFDP1	THAP7	THEM6	THOC1	THOP1	TIFA	TIMELESS	TIMM10	TIMM21	TIPIN	TK1	TLNRD1	TM7SF3	TMEM106C	TMEM107	TMEM18	TMEM209	TMEM97	TMPO-AS1	TNPO3	TOE1	TOP2A	TOPBP1	TOR2A	TOR3A	TP53I13	TPGS2	TPRKB	TPX2	TRAF2	TRAIP	TRIM24	TRIM28	TRIP13	TRNAU1AP	TROAP	TSPAN4	TTF2	TTK	TUBG1	TUBGCP3	TYMS	UBALD2	UBE2C	UBE2M	UBE2S	UBE2T	UBL4A	UBL7-DT	UBR7	UBXN11	UBXN2A	UCK2	UEVLD	UHRF1	USP1	USP14	USP37	USP39	USP48	VANGL1	VPS26A	VRK1	WDHD1	WDR5	WDR54	WDR62	WDR76	WEE1	WRAP53	WWOX	XPO1	XRCC1	YEATS4	ZDHHC12	ZDHHC4	ZGRF1	ZNF346	ZNF367	ZNF574	ZNF672	ZNF738	ZNF85	ZW10	ZWILCH	ZWINT
HE_LIM_SUN_FETAL_LUNG_C4_CYCLING_T_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_CYCLING_T_CELL	A1BG	AAAS	AARS1	ABHD12	ABI2	ACAD9	ACAT2	ACD	ACOT7	ACTL6A	ACTN1	ACYP1	ADK	ADPRM	AFG2A	AGPAT3	AHCY	AHCYL1	AIDA	AIG1	ALDH16A1	ALDH7A1	ALMS1	ALYREF	ANAPC15	ANKMY1	ANKRD26	ANKRD36	ANKRD36B	ANKRD36C	ANKRD54	ANLN	ANXA5	AP1B1	AP1S1	AP3M2	APOLD1	APOO	ARHGAP11A	ARHGAP33	ARHGEF39	ARID2	ARL17A	ARL4D	ARL6IP1	ARL6IP6	ARMC1	ARMH1	ASF1A	ASF1B	ASH2L	ASPM	ASRGL1	ATAD2	ATAD5	ATP1B3	ATP6V0E2	ATRIP	ATXN3	AURKA	AURKB	AUTS2	BACH2	BAG2	BAG3	BAG4	BARD1	BAZ1B	BCL11A	BCL11B	BCL2L12	BCL7A	BCOR	BDH1	BICD2	BICDL1	BIRC5	BLM	BOLA3	BORA	BRAP	BRCA1	BRCA2	BRCC3	BRD8	BRIP1	BUB1	BUB1B	BUD13	C19orf48P	C1orf35	C20orf96	C21orf58	C4orf33	C4orf46	C5orf34	C8orf88	CALHM6	CAMK2G	CAPG	CASP2	CASP6	CASP8AP2	CBFB	CBX1	CBX5	CCDC14	CCDC15	CCDC18	CCDC34	CCDC82	CCDC88A	CCHCR1	CCNA2	CCNB1	CCNB2	CCNE1	CCNE2	CCNF	CCNG1	CCNG2	CCP110	CD200R1	CD248	CD28	CD4	CD40LG	CD5	CD6	CD8B	CDC20	CDC25C	CDC27	CDC45	CDC5L	CDC6	CDCA2	CDCA3	CDCA4	CDCA5	CDCA7	CDCA7L	CDCA8	CDK1	CDK19	CDK2	CDK5RAP2	CDKN2C	CDKN3	CDT1	CDV3	CENPA	CENPE	CENPF	CENPH	CENPJ	CENPK	CENPL	CENPM	CENPN	CENPO	CENPP	CENPQ	CENPT	CENPU	CENPW	CEP120	CEP131	CEP135	CEP152	CEP192	CEP295	CEP43	CEP55	CEP57L1	CEP63	CEP85	CERS6	CFAP20	CFAP68	CHAF1A	CHAF1B	CHAMP1	CHD1L	CHD7	CHEK1	CHEK2	CHI3L2	CHMP4B	CHRAC1	CHTF18	CIP2A	CISH	CIT	CKAP2	CKAP2L	CKAP5	CKS1B	CLN6	CLSPN	CMC2	CMPK2	CMSS1	CMTM7	CMTM8	CNOT10	CNOT9	CNPY4	CNTLN	CNTRL	CNTROB	COMMD4	COPS8	COQ10A	CRNDE	CSE1L	CSTF1	CSTF2	CTCF	CTDSPL2	CTNNAL1	CTPS1	CUX1	CYTH2	DBF4	DBNDD2	DCAF16	DCAKD	DCLRE1C	DDB2	DDTL	DDX11	DEPDC1	DEPDC1B	DESI2	DGCR8	DHFR	DHRS4L2	DIAPH3	DIPK1A	DLEU2	DLG1	DLGAP5	DNA2	DNAJC9	DONSON	DPAGT1	DPM1	DSCC1	DSN1	DTL	DTNB	DTYMK	DYNC2I2	DYNLL2	DYNLT2B	E2F1	E2F2	E2F7	E2F8	EBP	ECT2	EED	EEF1AKMT2	EEFSEC	ELP5	EMC9	ENOSF1	ENTPD6	EPB41L2	EPOR	ERAP1	ERAP2	ERVH48-1	ESCO2	ESPL1	EXO1	EXOC6	EXOG	EXOSC6	EXOSC8	EXOSC9	EZH2	FABP5	FAF1	FAHD2A	FAM111A	FAM111B	FAM13A	FAM72A	FAM72B	FAM72C	FAM76B	FAM83D	FAM98B	FANCA	FANCD2	FANCG	FANCI	FANCL	FBLN2	FBXL5	FBXO5	FCGRT	FEN1	FH	FIGNL1	FIRRM	FKBP5	FOXJ2	FOXM1	FOXRED1	FZR1	G2E3	GAMT	GAR1	GBA1	GBP1	GGCT	GGH	GINS2	GINS3	GINS4	GLA	GLE1	GLRX5	GMNN	GMPPB	GMPS	GNB5	GNL1	GOT1	GPA33	GPANK1	GPN3	GRAP	GRAPL	GRN	GSPT1	GSS	GSTM1	GTF2A1	GTF3C5	GTPBP8	GTSE1	GUSB	H1-1	H1-5	H2AC11	H2AC12	H2AC13	H2AC14	H2AC15	H2AC16	H2AC17	H2AC20	H2AC21	H2AC4	H2AC8	H2BC11	H2BC13	H2BC14	H2BC15	H2BC18	H2BC3	H2BC4	H2BC7	H2BC9	H3C10	H3C14	H3C15	H3C2	H3C3	H3C7	H3C8	H4C1	H4C12	H4C16	H4C2	H4C4	H4C6	H4C8	HACD3	HADH	HAT1	HAUS1	HAUS2	HAUS4	HAUS5	HAUS6	HAUS8	HCFC1R1	HDGF	HDGFL2	HEBP2	HELLS	HILPDA	HIRIP3	HJURP	HLTF	HMCES	HMGB3	HMGXB4	HMMR	HNRNPUL2	HOOK1	HPGD	HSD17B8	HSPA2	HYI	HYLS1	ICOS	ID1	IDH3A	IER3	IFI27L1	IFNGR2	IGF2BP3	IGFBP2	IL23A	IL6ST	ILVBL	INAFM1	INCENP	INF2	ING1	ING2	INIP	INTS4	INTS7	IPO5	ITGA6	ITGB3BP	ITPRID2	JADE1	JPT2	JUP	KATNBL1	KCNA3	KCTD18	KDM1A	KIAA0586	KIF11	KIF14	KIF15	KIF18A	KIF18B	KIF20A	KIF20B	KIF22	KIF23	KIF2C	KIF4A	KIFC1	KMT5A	KMT5C	KNL1	KNSTRN	KNTC1	KPNA2	LARP4	LDLR	LETM1	LIG1	LIMK2	LIN54	LINC01550	LINC01572	LINC02273	LINC02446	LMF2	LMNB1	LMNB2	LRR1	LRRC45	LRRC58	LRRN3	LYRM7	MACROD1	MAD2L1	MAD2L2	MAGOHB	MAL	MAP3K1	MAP3K20	MAP4K2	MAP4K4	MAST4	MASTL	MBD4	MBNL3	MCEE	MCM10	MCM2	MCM3	MCM4	MCM5	MCM6	MCM7	MCM8	MCMBP	MCUR1	MED13	MED29	MELK	METTL2A	METTL4	MFGE8	MFSD14CP	MGME1	MICB	MICU1	MID1IP1	MIS18A	MIS18BP1	MKI67	MKKS	MLH1	MLST8	MMAB	MMD	MMGT1	MMS22L	MND1	MORF4L2	MOV10	MPDU1	MPHOSPH9	MPP1	MRGBP	MRM2	MRPL35	MRPL39	MRPL48	MSH2	MSH3	MSH6	MTFR2	MTHFD1	MTHFD2	MTHFD2L	MTRFR	MUTYH	MXD3	MYBL2	MYCBP	MYEF2	MYL6B	MYO19	MZT1	N4BP2	NAA50	NAB2	NANS	NCAPD2	NCAPD3	NCAPG	NCAPG2	NCAPH	NCAPH2	NCKIPSD	NCOR2	NDC80	NEDD1	NEIL3	NEK2	NEMP1	NEMP2	NENF	NET1	NFATC2IP	NFYB	NIN	NIPSNAP3A	NNT	NPAT	NR2C2	NREP	NRF1	NRM	NSD2	NSMCE2	NTAN1	NTMT1	NUDT1	NUDT15	NUDT8	NUF2	NUP107	NUP155	NUP160	NUP188	NUP205	NUP35	NUP37	NUP50	NUP58	NUSAP1	NXPE3	ODF2	OIP5	ORC1	ORC3	ORC6	OXCT1	PABIR3	PAF1	PAFAH1B3	PAGR1	PAICS	PAK1	PAQR4	PARP16	PARP2	PARPBP	PAXBP1	PBK	PBRM1	PCBD2	PCK2	PCLAF	PCNA	PCNT	PDE3B	PDK1	PDLIM7	PDS5B	PDSS1	PDZD11	PEDS1	PGD	PGM2L1	PGP	PGRMC1	PHACTR4	PHC1	PHF19	PHF7	PHGDH	PI4KA	PIDD1	PIGX	PIMREG	PKMYT1	PKNOX1	PLCL2	PLEKHG2	PLK1	PLK4	PM20D2	PMM1	PMS1	POC1A	POLA1	POLA2	POLD1	POLD2	POLD3	POLE	POLH	POLQ	POP7	POT1	PPCDC	PPIF	PPP2R5D	PPP4R1	PPT1	PRADC1	PRC1	PRIM1	PRIM2	PRPF19	PRPS1	PRPS2	PRPSAP1	PRR11	PRR3	PRXL2B	PSAT1	PSMC3IP	PSMD10	PSMD14	PSMG1	PSRC1	PTP4A3	PTTG1	PUSL1	PXMP2	R3HDM1	RAB25	RAB3IP	RACGAP1	RAD1	RAD51AP1	RAD51C	RAD54L	RANBP3	RANGAP1	RBBP8	RBL1	RBM15	RBM15B	RBM23	RCAN3	RCC1	RCC2	RCCD1	RCOR1	RDM1	REC8	RECQL	RECQL4	REEP4	RETREG1	RFC2	RFC3	RFC4	RFC5	RFLNB	RFWD3	RFX2	RHNO1	RIF1	RIMKLB	RMI1	RMI2	RNASEH2A	RNF138	RNF144A	RNF168	RNF26	RPL39L	RPP30	RRM1	RRM2	RTKN2	RUSC1	RUVBL2	SAAL1	SAC3D1	SAMD1	SARNP	SASS6	SCAI	SCMH1	SCML1	SEH1L	SELENOI	SEPHS1	SERINC5	SERPINF1	SERTAD2	SFI1	SGK1	SGO1	SGO2	SH3GLB2	SHCBP1	SHMT1	SIAH1	SIGMAR1	SIN3A	SIRPG	SIT1	SKA1	SKA2	SKA3	SKP2	SLC16A1	SLC19A1	SLC25A1	SLC25A14	SLC29A1	SLC2A4RG	SLC35E3	SLC43A3	SLC44A1	SLC7A1	SLF1	SLFN11	SMARCA4	SMC2	SMC5	SMC6	SMCO4	SMPD4	SNIP1	SNN	SNRNP25	SNRNP48	SOD2	SPAG16	SPAG5	SPC24	SPC25	SPDL1	SPICE1	SPRTN	SPTSSA	SREBF1	SRGAP2	SRGAP2B	SRGAP2C	SRPK1	SSBP2	ST3GAL3	STAG3	STAT1	STIL	STK24	STK32C	STMN3	STOX1	STRBP	STRN	SUSD3	SUV39H1	SUV39H2	SUZ12	SVBP	SVIP	SYCE1L	SYNE2	TAB2	TACC3	TADA2A	TAF5	TASP1	TBC1D10B	TBL1X	TBL1XR1	TCEA3	TCF19	TCOF1	TDP1	TEDC1	TEX30	TFDP1	THAP3	THEMIS	THOC1	THOC5	THOC6	THOP1	TIFA	TIMELESS	TIMM10	TIMM21	TIPIN	TK1	TMEM106C	TMEM143	TMEM14A	TMEM14C	TMEM204	TMEM237	TMEM41B	TMEM97	TNPO3	TOB1	TOE1	TOMM70	TOP2A	TOPBP1	TPGS2	TPRKB	TPX2	TRABD2A	TRAF2	TRAIP	TRAPPC14	TRAV8-2	TRIM28	TRIM59	TRIM69	TRIOBP	TRIP13	TRMT10C	TROAP	TTF1	TTF2	TTK	TUBB2A	TUBD1	TUBG1	TYMS	UBALD2	UBAP2	UBE2C	UBE2Q1	UBE2S	UBE2T	UBIAD1	UBL7-DT	UBR7	UBXN11	UHRF1	UHRF2	UMPS	UQCC3	UQCRHL	USP1	USP37	USP39	USP5	VKORC1L1	VRK1	VRK3	WBP4	WDHD1	WDR5	WDR54	WDR6	WDR62	WDR76	WEE1	WRAP53	XPO1	XRCC1	YEATS4	ZC3H3	ZCCHC8	ZDHHC12	ZEB1	ZFAND4	ZFYVE19	ZGRF1	ZNF326	ZNF367	ZNF524	ZNF66	ZNF714	ZNF83	ZNF85	ZNF93	ZW10	ZWILCH	ZWINT
HE_LIM_SUN_FETAL_LUNG_C4_ILC2_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_ILC2_CELL	ACOX1	ACSL4	ADAM19	AHR	ALAS1	ANTXR2	ANXA5	ARHGAP5	ARL4A	ASPH	ATP1B1	BACE2	BATF	BCAR3	BCL3	BCOR	BIRC3	C1orf162	CACNB3	CAMK1	CAPG	CCDC86	CCNG2	CCR2	CD200R1	CD82	CD84	CENPV	CFAP36	CFH	CHCHD10	CHDH	CMPK2	CMTM8	COL9A2	CSGALNACT1	CTSZ	CYSLTR1	DAPK1	DENND6B	DOK4	DPP4	DUSP10	DUSP6	ECRG4	EGLN3	EPAS1	EPS8L2	FSTL4	GAB2	GADD45G	GAP43	GATA3-AS1	GDPD5	GFI1	GNA15	GRINA	GRK5	HPGD	HPGDS	HSD17B4	IFNGR2	IL13	IL17RB	IL1RL1	IL2RA	IL9R	INPP4B	IRF2BPL	IRS2	JUP	KIF3A	KIT	KLF5	KRT1	LGALS12	LIF	LINC02694	LPCAT2	LSR	MAF	MAST4	MBOAT2	MBOAT7	MDFIC	MEG3	MGAT5	MGLL	MMP25	MSI2	NAMPT	NDFIP2	NR4A3	NTRK1	PDE7B	PDLIM5	PHLDA1	PHTF2	PKIB	PKP2	PLAGL1	PPARG	PRNP	PSTPIP2	PTGDR2	PTGER2	PTPRN2	RAD50	RASGRP4	REC8	RENBP	RGS18	RHOBTB3	RNF130	RNF144A	ROGDI	S100P	SAMSN1	SCART1	SCN2A	SEL1L3	SEPTIN11	SH2B3	SLAMF1	SOCS2	SOCS3	SOS1	SPINT2	STAP1	STARD4	SVOPL	SWAP70	THEM4	THG1L	TIAM1	TIMP1	TMEM220	TMEM273	TNFRSF18	TNFSF10	TNFSF11	TNFSF14	TSPAN2	TSPO	TTN	TYMP	UBQLN4	WDR86	ZG16B	ZNF667-AS1
HE_LIM_SUN_FETAL_LUNG_C4_ILC3_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_ILC3_CELL	ABHD15	ADAM12	ADAM19	AFF3	AHR	ANKH	APP	ARHGAP10	ARL3	ATP10D	BLK	CA2	CAPG	CCR6	CD82	CDKN1A	CPNE7	CSF1	CXCR6	DAPK1	DPP4	ENPP1	FSD1	FYCO1	GGT1	GPR25	GPR35	IL17RE	IL23R	IL4I1	JAML	JMY	KIT	KLF4	KRT86	LDLRAD4	LST1	LZTFL1	MAEA	MAGED1	MAN1A1	MATN2	MGAT5	MPZL3	MVB12B	NFATC1	NR1D1	NRIP1	PERP	PHACTR2	PLXND1	PRNP	RARG	REC8	REEP3	RGS16	ROGDI	RORC	RUNX2	SCART1	SLAMF1	SLC16A3	SLC4A10	SPATS2L	STK24	SVIL	TIAM1	TNFSF13B	TOX2	TSPAN15	TTC39C-AS1	WDR86
HE_LIM_SUN_FETAL_LUNG_C4_ILCP_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_ILCP_CELL	ABCC1	ABHD15	ADAM12	AFF3	AHI1	AHR	ALDOC	AP1S1	APP	ARHGAP10	ARHGAP6	ARL3	ASB2	ATP1B1	ATP8B4	BCAS1	BIRC3	CA2	CAMK1	CBFA2T2	CCDC50	CCNG2	CCR6	CD81	CDK2AP1	CENPV	CEP170	CFH	CHKA	CIDEB	CLEC11A	CLOCK	COL4A4	COL9A2	COQ8A	CST3	CTSA	CTSH	CXCR5	DIAPH2	DOK4	DOK7	DTD1	EHBP1L1	ELAPOR1	ELK3	ELOVL6	EPS8L2	FAM174B	FASN	FES	FLNB	FRY	FSD1	FUCA2	FURIN	GALE	GDE1	GGT1	GNA15	GNPNAT1	GRAMD1B	GRAMD2B	GRN	GSN	HNRNPLL	HOOK1	HPN	HUNK	HYI	ICAM1	IFNGR2	IGFBP4	IGFBP7	IL17RE	IL1R1	IL23R	IL4I1	INPP1	IRF2BP2	ISOC1	JAG1	JAML	JMY	KCNQ5	KIT	KLF11	KRT81	KRT86	LAPTM4B	LIF	LINC00299	LPCAT4	LRRFIP2	LST1	LTA	LTC4S	LZTFL1	MAN1A1	MAP3K7	MARCKS	MATN2	MBOAT7	MDFIC	MPRIP	MVB12B	NCOA7	NDRG1	NET1	NFATC1	NIBAN1	NINJ1	NOMO2	NR1D1	NR1D2	NR4A3	NRIP1	ORAI3	PAPSS1	PCDH9	PDZK1	PECAM1	PEG10	PHF19	PHTF1	PHYH	PITPNM1	PLCG2	PLD6	PLPP1	POGLUT2	PPP1R9A	PRAM1	PRNP	PXMP2	RARG	RASD1	REEP3	REPIN1	RGS2	RIOX2	RORC	RRBP1	RUNX2	S100A13	SCN1B	SCRN1	SH3TC1	SLC16A3	SLC40A1	SLC4A10	SLCO2A1	SPART	SPATS2L	SPECC1	SPINK2	SPRY1	SRGAP3	SSBP2	TANC1	TCEAL4	TEX30	TIAM1	TIMP1	TMED8	TNF	TNFRSF18	TNFRSF4	TNFSF11	TNFSF13B	TOX2	TRAPPC5	TSPAN13	TSPAN4	TSPO	TTC39C-AS1	TTC7A	TTN	UBASH3B	UNC93B1	ZMIZ1	ZMIZ2
HE_LIM_SUN_FETAL_LUNG_C4_NKT1_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_NKT1_CELL	BLK	CCR6	CXCR6	IGFBP4	IL23R	PHACTR2	RORC	SLC4A10	TRDV2
HE_LIM_SUN_FETAL_LUNG_C4_NKT2_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_NKT2_CELL	COL6A2	CPNE2	CXCR3	DBN1	IFNG-AS1	IGFBP2	IGFBP4	PDCD1	SIRPG	TRDV2	TRG-AS1	ZNF683
HE_LIM_SUN_FETAL_LUNG_C4_TH17_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_TH17_CELL	ADAM19	BLK	CAPG	CCR6	DPP4	GPR25	IL23A	IL23R	IL4I1	JAML	LST1	MGLL	NPDC1	RARG	RORC	SCART1	SLAMF1	TRDV2
HE_LIM_SUN_FETAL_LUNG_C4_TREG_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_TREG_CELL	BCL2L11	BIRC3	CCR4	CD28	CD4	CD5	CD79A	CHRM3-AS2	CTLA4	CYTOR	DUSP4	EPHX2	FAS	FBLN7	FOXP3	GK	GPA33	HNRNPLL	HS3ST3B1	ICOS	IKZF4	IL2RA	LGALS9	NCF4	PELI1	PERP	PTMS	RGPD1	RGPD2	RTKN2	SESN3	SIRPG	SIT1	SLAMF1	SNX9	TBC1D4	TMEM154	TNFRSF4	TRAF1	TSPAN5
HE_LIM_SUN_FETAL_LUNG_C4_T_ALPHA_BETA_ENTRY_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C4_T_ALPHA_BETA_ENTRY_CELL	ADORA2A	AEBP1	ANKRD36	APC	ARHGEF7	ARPP21	BCL7A	BCOR	CBFA2T3	CCR9	CD1A	CD1B	CD1C	CD1E	CD2AP	CD4	CD8B	CYP2U1	DAPK1	DNASE1	EDEM1	ELOVL4	EPHB6	ETV6	FOXK2	GALNT7	GNA15	GSE1	ITPR2	KCNA3	LDLRAD4	LETM1	MAFK	MAP1A	MCTP1	MED13L	MIR181A1HG	MOB1B	MSI2	MTRFR	MZB1	NREP	PCSK5	PELI2	PIKFYVE	PITPNM2	PPP1R1C	PRKCG	PTCRA	PTK7	PTPRM	RAG1	RAG2	RANBP6	RASSF6	RORC	RPTOR	RRAGB	SCAI	SH3TC1	SLC29A1	SSBP2	TBC1D19	TBL2	THEMIS	TLE3	TNFRSF21	TSHR	VOPP1	ZNF518B
HE_LIM_SUN_FETAL_LUNG_C5_CD5_NEG_MATURE_B_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C5_CD5_NEG_MATURE_B_CELL	ACP5	AHNAK	ARHGAP24	ATP2B1	BIN1	BIN2	BIRC3	BTLA	CCR6	CCR7	CD1C	CD44	CD82	CD83	COL19A1	CPNE5	CTSH	CXCR5	DPEP2	DUSP2	EGR1	FCER2	GPR183	GPR65	HLA-DOB	IL10RA	IL27RA	ITGB7	KLF4	LINC00926	LY6E	LY9	MARCHF1	NAPSA	NCR3	NR4A1	NR4A2	NR4A3	PARVB	PLEK	PLPP5	PNOC	RBKS	RIN3	SELL	SLC2A3	SP140	SPOCK2	TENT5C	TRAF5	TRBC2	ZNF331
HE_LIM_SUN_FETAL_LUNG_C5_CD5_POS_CCL22_NEG_MATURE_B_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C5_CD5_POS_CCL22_NEG_MATURE_B_CELL	ABI3	ACP5	ADAM28	ADAM8	ADAMTS6	AHNAK	APOBEC3C	APOBEC3G	ARHGAP24	ARHGAP9	ARL4C	BCL2	BCL2A1	BIN2	BIRC3	C1orf162	CCND2	CCR6	CCR7	CD1C	CD1D	CD27	CD40	CD44	CD5	CD82	CDC42EP3	CEPT1	CFLAR	CHI3L2	CHMP7	CLEC17A	CLECL1P	CMTM3	COL19A1	CR2	CREM	CTSH	CTSZ	CXCR5	CYBB	DENND1C	DNPH1	DOK2	DUS2	DUSP2	EEIG1	EGR1	ENTPD1	EVI2A	EVI2B	FCER2	FCGBP	FCRL2	FCRL3	FCRL5	GM2A	GPR183	GRK3	HCST	HLA-DOB	IFNGR1	IGFLR1	IL10RA	IL27RA	IRF5	ITGAL	ITGB7	KBTBD8	KCNN4	KLF4	LINC00926	LINC01480	LPAR5	LPXN	LRRK2	LTA	LY9	MARCHF1	MCOLN2	METTL8	MIR155HG	MPEG1	MS4A6A	MYO1E	NAPSA	NEDD9	NFKBIE	NFKBIZ	NR4A2	NR4A3	PARVB	PCED1B	PDE7A	PELI1	PKIG	PLEK	PLK3	PLPP5	PNOC	PPP1R16B	PRKCD	PTGER4	PTPN22	RAB11FIP1	RAB29	RAB8B	RASA4	RASA4B	RBKS	RGCC	RGS1	RGS10	RHEX	RHOC	RHOF	RRAS2	RUNX3	S100A10	S100A4	S100A6	SCML4	SEL1L3	SELL	SEMA4A	SEMA7A	SH2B2	SH3BP1	SH3YL1	SHISAL2A	SIGLEC10	SKAP1	SNX10	SNX11	SNX9	SP140	SPOCK2	SRGN	TBC1D9	TENT5C	TFEB	TLR10	TMC8	TMEM154	TNFRSF13B	TNFRSF13C	TRAC	TRAF5	TRBC2	TTN	TYMP	U2AF1L4	UGCG	VSIR	WNT10A	ZBP1	ZDHHC21	ZNF331	ZNF490	ZNF827
HE_LIM_SUN_FETAL_LUNG_C5_CD5_POS_CCL22_POS_MATURE_B_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C5_CD5_POS_CCL22_POS_MATURE_B_CELL	ABCA6	ABCE1	ABCF3	ABHD6	ABI3	ACADS	ACAT1	ACOX3	ACP5	ACY1	ADAM19	ADAM8	ADAMTS6	ADGRG5	ADISSP	ADPRH	ADTRP	AEN	AFTPH	AGL	AGPAT3	AKNA	ALDH18A1	ALDH3A2	ALG2	ALKBH2	ALKBH6	AMPD3	ANAPC1	ANKRD26	ANXA7	AP1S3	APOBEC3C	APOBEC3F	APOBEC3G	ARF3	ARHGAP1	ARHGAP18	ARHGAP24	ARHGAP9	ARL4C	ARMCX6	ARPC4	ASCC3	ATG4C	ATIC	ATP1A1	ATP2A2	ATP6V1C2	BATF	BCAR3	BCAT2	BCL2	BCL2A1	BCL2L11	BHLHE40	BID	BIK	BIN2	BLTP1	BLVRB	BMP2K	BOLA2	BOLA3	BOP1	BRI3BP	BRIX1	BSPRY	C12orf42	C15orf39	C17orf49	C1GALT1C1	C1orf50	CALU	CARM1	CASP1	CASP3	CBFA2T3	CCDC141	CCDC28B	CCDC47	CCDC86	CCDC88C	CCL22	CCL3	CCL4	CCL4L2	CCND2	CCR10	CCR7	CD1C	CD1D	CD27	CD44	CD5	CD58	CD68	CD82	CDC42EP3	CDIP1	CDK4	CDKN2A	CEBPB	CENPH	CEPT1	CFAP97	CFLAR	CHD3	CHID1	CHKA	CHKB	CHMP4A	CHMP7	CINP	CISD1	CISD2	CKLF	CLEC17A	CLECL1P	CMSS1	CMTM3	CNR2	COL9A2	COMMD1	COMMD10	COMTD1	COPRS	CR2	CREB3L2	CRYM	CRYZ	CTSC	CTSH	CTSZ	CTU2	CUL4B	CXCR5	CYBB	CYTOR	DALRD3	DCPS	DCTD	DEGS1	DENND1C	DENND5B	DERL1	DESI1	DHRS13	DHRS4	DIPK1A	DLD	DNPH1	DOHH	DOK2	DPH2	DPH5	DPH6	DPP3	DSE	DTNB	DUS2	DUSP23	DYRK4	EBI3	EBNA1BP2	ECE1	ECHDC2	ECPAS	EEF2K	EEIG1	EHD1	EHD4	EIF4G1	ELF4	ELK1	ELP3	EMC1	EML2	ENOSF1	ENTPD1	ENTR1	ERCC4	ERG28	ETF1	ETFB	ETV6	EVI2A	EXOSC4	EXOSC7	EYA3	FADD	FAM136A	FAM162A	FAM81A	FBXO4	FBXW8	FCRL2	FCRL5	FH	FKBP5	FLNA	FMNL3	FUNDC1	GBA1	GBF1	GCA	GCHFR	GCN1	GEN1	GGA1	GGCT	GLS	GLT8D1	GM2A	GMDS	GMFB	GMPPA	GNG8	GNL2	GNL3	GNPDA1	GNPTAB	GPATCH4	GPR65	GPX7	GRK3	GSTZ1	GTF2H5	HCST	HDAC3	HDAC9	HDHD5	HEATR5B	HILPDA	HMBS	HMOX2	HPS5	HSD17B4	HSD17B8	HSDL2	HSPBP1	HTT	HUWE1	ICAM1	ICMT	IFI27L2	IFI30	IFNGR1	IFNLR1	IFRD2	IGF2BP3	IGFLR1	IGHG1	IGHG2	IGHG3	IL10RA	IL21R	IL27RA	IL2RG	IL6R	ILRUN	IMMP2L	IMPACT	INPP5B	INSIG1	INTS9	IRF5	ISOC2	ITGAL	ITGB7	ITPK1	IVD	JADE2	JAK2	JAZF1	JOSD2	KAT2A	KATNA1	KBTBD8	KCNAB2	KCNN4	KDM2A	KLF13	KLF4	KLHL12	KNOP1	KPTN	KYNU	LACTB2	LARP4B	LASP1	LCK	LCMT1	LGMN	LILRB4	LINC00926	LINC00996	LINC01480	LINC01857	LMAN1	LONRF1	LPCAT1	LPIN1	LRRK2	LTA	LTBP3	MAP3K14	MAP3K8	MAPK13	MAPKAPK2	MATK	MCCC2	MCM2	MCM6	MCOLN2	MCRIP2	MDFIC	MDN1	MECR	MED23	METTL8	MIF4GD	MIR155HG	MMAB	MOGS	MPDU1	MPEG1	MPHOSPH6	MPI	MRNIP	MRPL1	MRPL11	MRPL15	MRPL17	MRPL24	MRPL27	MRPL35	MRPS12	MRPS25	MRRF	MRTO4	MS4A6A	MSMO1	MTAP	MTERF4	MTFP1	MTHFD2	MTLN	MTX1	MVP	MYBBP1A	MYC	MYO1E	MYO3A	MYO5A	NAB2	NAGK	NAGPA	NAMPT	NANS	NAPSA	NBPF10	NCLN	NCOA1	NCOA7	NCOR2	NDFIP1	NDUFAF8	NEDD9	NENF	NET1	NFAT5	NFATC1	NFKB1	NFKB2	NFKBIE	NFKBIZ	NIBAN1	NICOL1	NIPSNAP1	NLE1	NME1	NOC3L	NOLC1	NOP16	NOP2	NOPCHAP1	NPIPB4	NPM3	NR4A3	NRG4	NT5DC1	NTHL1	NUDT14	NUDT2	NUDT4	NUFIP1	NUP205	NUP210	NUP37	NXPE3	OGT	OMA1	ORAI1	ORMDL2	OTUD5	P2RY14	PABPC4	PAGR1	PAICS	PAK1IP1	PAPSS1	PARN	PARVB	PASK	PAWR	PCBD1	PCCB	PCK2	PCNX1	PDCD11	PDCD4-AS1	PDCL3	PDLIM2	PDLIM7	PDPK1	PELI1	PELP1	PES1	PEX10	PFAS	PFKP	PHF19	PHLDB3	PHPT1	PHTF1	PIAS2	PKIG	PLAGL1	PLEK	PLEKHO1	PLGRKT	PLK3	PMM2	PMPCA	PNO1	PNOC	PNPLA6	POC1B	POGLUT1	POLD2	POLD3	POLR1C	POLR1E	POLR1F	POLR3E	POLR3K	PPCDC	PPM1M	PPP1R9B	PPP2R5A	PRDX4	PRKAR1B	PRKCD	PRKD3	PTGER4	PTGES2	PTPN12	PTPN22	PTPN7	PUM3	PYCR3	QDPR	QPCT	QTRT1	RAB11FIP1	RAB29	RAB30	RAB8B	RARA	RASA4	RASA4B	RASSF2	RASSF5	RBM47	RECQL5	RELB	RFTN1	RGCC	RGS1	RGS10	RHEX	RHOC	RHOF	RHPN1	RILPL2	RMND1	RNASE6	RNF121	RNF126	RPA1	RPIA	RPP25	RRAS2	RRBP1	RRP1	RRP15	RRP9	RSU1	RUNX3	S100A10	S100A11	S100A13	S100A4	S100A6	SAMSN1	SCO2	SCYL2	SDHAF3	SEC11C	SEC24D	SEH1L	SEL1L3	SEMA7A	SERPINB9	SESN3	SFI1	SFXN4	SGK1	SH2B2	SH3BP1	SH3YL1	SHISAL2A	SIGLEC10	SIGMAR1	SKAP1	SLAMF7	SLC12A2-DT	SLC1A4	SLC25A13	SLC25A19	SLC25A45	SLC29A1	SLC30A7	SLC35B2	SLC37A1	SLC5A6	SLC7A7	SLX9	SMIM27	SMIM30	SMS	SNAPC2	SNRNP25	SNX10	SNX11	SNX18	SNX25	SNX8	SNX9	SPATA20	SPOPL	SRD5A1	SREBF2	SRGN	SRM	ST14	ST3GAL2	STAMBPL1	STAP1	STAT1	STK38L	SUMF2	SUPT5H	SYNE2	TADA1	TANK	TARBP2	TBC1D8	TBC1D9	TBC1D9B	TBL2	TCIRG1	TCTN3	TENT5C	TESC	TESPA1	TFEB	TFRC	TGFB1	THEM4	TICAM1	TIMMDC1	TLR10	TMEM14A	TMEM154	TMEM35B	TMEM42	TNFAIP8L1	TNFRSF10A	TNFRSF13B	TNFRSF13C	TNFRSF18	TOLLIP	TOM1	TOP1MT	TOP6BL	TOR3A	TP53I11	TPTEP2-CSNK1E	TRAC	TRADD	TRAF2	TRAF3	TRAP1	TRAPPC5	TRBC1	TRMT1	TRMT61A	TRUB2	TSEN15	TSR3	TTC31	TTN	TUBG1	TXLNA	TXLNG	TYK2	TYMP	TYW3	U2AF1L4	UGCG	UNG	UQCC2	UQCC5	UROS	UTP4	VARS1	VARS2	VOPP1	WAC-AS1	WAPL	WARS1	WASHC3	WDFY1	WDR4	WDR43	WDR75	WDR89	WNT10A	XPNPEP3	ZBTB17	ZC3H12A	ZCRB1	ZDHHC12	ZMYND11	ZNF480	ZNF490	ZNF589	ZNF593	ZNF688	ZNF7	ZNF827	ZNF880	ZNFX1	ZYX
HE_LIM_SUN_FETAL_LUNG_C5_DELTA_SMALL_PRE_B_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C5_DELTA_SMALL_PRE_B_CELL	ACSM3	AMN	BMP3	CEBPD	DEPP1	LINC00472
HE_LIM_SUN_FETAL_LUNG_C5_LARGE_PRE_B_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C5_LARGE_PRE_B_CELL	AAAS	AAGAB	AAMDC	AARS1	ABCD3	ABHD12	ABHD12B	ABHD3	ACAA2	ACAD9	ACAT1	ACAT2	ACLY	ACOT13	ACOT7	ACTL6A	ACTN4	ACYP1	ADI1	ADISSP	ADK	AFG3L2	AGGF1	AGO2	AGPAT2	AGPS	AHCTF1	AHCY	AHCYL1	AHI1	AIF1	AIFM1	AIMP2	AK3	AK6	AKIP1	AKR7A2	ALDH18A1	ALDH7A1	ALG5	ALG8	ALYREF	AMOTL1	ANAPC15	ANAPC2	ANAPC7	ANKRD26	ANKRD36	ANKRD36B	ANKRD36C	ANKRD54	ANLN	ANP32E	AP1S1	AP3B1	AP4M1	APEH	APEX2	APIP	APMAP	APOBEC3B	APOLD1	APOO	ARHGAP11A	ARHGEF39	ARID3A	ARL1	ARL6IP1	ARL6IP6	ARMC1	ARMC6	ASF1A	ASF1B	ASH2L	ASL	ASNSD1	ASPM	ASRGL1	ASXL1	ATAD2	ATAD3A	ATAD5	ATG10	ATIC	ATP1A1	ATP23	ATPAF1	AURKA	AURKB	BAHCC1	BAP1	BARD1	BAZ1B	BCAT1	BCKDK	BCL2L12	BCL7B	BCL7C	BCR	BDH1	BID	BIRC5	BLM	BLMH	BOLA2B	BOLA3	BRAT1	BRCA1	BRCA2	BRCC3	BRD3	BRD7	BRD8	BRF1	BRI3BP	BRIX1	BTG3	BUB1	BUB1B	BUD13	BYSL	C11orf98	C12orf43	C12orf75	C17orf75	C19orf48P	C1orf35	C21orf58	C4orf46	C5orf34	C6orf136	C8orf33	C9orf40	CALU	CAMK4	CAMTA1	CASP2	CASP3	CASP8AP2	CBFB	CBR1	CBX1	CBX5	CC2D1A	CCDC14	CCDC167	CCDC18	CCDC25	CCDC34	CCDC77	CCDC81	CCDC86	CCDC88A	CCHCR1	CCNA2	CCNB1	CCNB1IP1	CCNB2	CCNE2	CCNF	CCNG1	CCP110	CCZ1B	CD320	CDC20	CDC23	CDC25A	CDC25C	CDC27	CDC45	CDC5L	CDC6	CDC7	CDCA2	CDCA3	CDCA4	CDCA5	CDCA7	CDCA8	CDK1	CDK16	CDK19	CDK2	CDK2AP1	CDK4	CDK5	CDK5RAP1	CDK5RAP2	CDK9	CDKN2A	CDKN2AIP	CDKN2AIPNL	CDKN2C	CDKN3	CDT1	CEBPG	CENPA	CENPE	CENPF	CENPH	CENPJ	CENPK	CENPL	CENPM	CENPN	CENPO	CENPP	CENPQ	CENPT	CENPU	CENPW	CENPX	CEP131	CEP152	CEP192	CEP295	CEP41	CEP43	CEP55	CEP70	CEP76	CEP78	CEP85	CETN3	CFAP20	CFAP36	CFAP73	CHAC2	CHAF1A	CHAF1B	CHAMP1	CHCHD1	CHD1L	CHEK1	CHEK2	CHML	CHRAC1	CHTF18	CHTF8	CHTOP	CIAO3	CIP2A	CISD1	CISD2	CKAP2	CKAP2L	CKAP5	CKLF	CKS1B	CLEC11A	CLIC4	CLK2	CLN6	CLPP	CLSPN	CMAS	CMC1	CMC2	CMSS1	CNOT10	CNOT11	CNOT9	CNP	CNTLN	COA3	COA5	COA6	COIL	COMMD2	COMMD4	COMTD1	COPG2	COPS8	COQ4	COQ9	CORO1C	COX11	CPSF2	CPSF3	CPSF4	CPXM1	CRLS1	CRNDE	CSE1L	CSPP1	CSRP1	CSRP2	CSTF1	CSTF2	CSTF2T	CTBP1	CTBP2	CTCF	CTDSPL2	CTNNAL1	CTNNBIP1	CTNNBL1	CTPS1	CTSC	CWC27	CYB5A	CYB5B	CYREN	DAP	DAPK3	DAZAP1	DBF4	DCAF15	DCPS	DCTPP1	DCUN1D5	DDB2	DDTL	DDX1	DDX11	DDX23	DDX41	DDX49	DDX52	DDX55	DENND10	DEPDC1	DEPDC1B	DERA	DESI2	DGCR6L	DHFR	DHRS4L2	DIAPH1	DIAPH3	DIS3L	DKC1	DLAT	DLD	DLEU2	DLGAP5	DLST	DMAC2	DNA2	DNAJC1	DNAJC11	DNAJC21	DNAJC9	DNM1L	DNMT1	DNTTIP1	DOHH	DONSON	DPM1	DPM2	DPP3	DPYSL2	DRG1	DSCC1	DSN1	DTL	DTYMK	DVL2	DYNC2I2	DYNLL2	DYNLT2B	E2F1	E2F2	E2F3	E2F4	E2F7	E2F8	EBNA1BP2	EBP	ECI1	ECI2	ECT2	EDC4	EED	EEF1AKMT1	EFCAB2	EFHD2	EFTUD2	EI24	EIF1AY	EIF2AK1	EIF2B1	EIF2B2	EIF2B3	EIF2S1	EIF3B	EIF4EBP1	EIF4EBP2	EIF4G1	ELAC2	ELP4	ELP5	ELP6	EMC6	EMC8	EMC9	ENOPH1	ENOSF1	EPB41L2	EPRS1	ERAL1	ERG28	ERI3	ERLIN1	ESCO2	ETF1	ETFB	ETHE1	ETS2	EXO1	EXOSC10	EXOSC2	EXOSC3	EXOSC7	EXOSC8	EXOSC9	EZH2	F8A3	FABP5	FADS1	FADS2	FAF1	FAHD2A	FAIM	FAM111A	FAM111B	FAM120A	FAM136A	FAM200B	FAM216A	FAM72A	FAM72B	FAM76B	FAM83D	FAM98B	FANCA	FANCD2	FANCG	FANCI	FANCL	FARSA	FARSB	FBRSL1	FBXL5	FBXO22	FBXO5	FEN1	FH	FHL1	FIGNL1	FIRRM	FKBP3	FLOT1	FN3KRP	FOXM1	FOXRED1	FUBP1	FUCA1	G2E3	G6PC3	GALK1	GAMT	GAR1	GARS1	GART	GBE1	GCDH	GCHFR	GCSAM	GDE1	GEMIN2	GEN1	GET1	GET3	GET4	GFER	GFUS	GGCT	GGH	GINS1	GINS2	GINS3	GINS4	GKAP1	GLE1	GLRX2	GLRX3	GLRX5	GLYR1	GMCL1	GMNN	GMPPB	GMPS	GNA15	GNAI1	GNB1	GNL1	GNL3	GON7	GOT1	GOT2	GPANK1	GPATCH4	GPN3	GPSM2	GSPT1	GSS	GSTO1	GTF3C5	GTPBP3	GTPBP4	GTPBP6	GTSE1	GUSB	H1-5	H2AC11	H2AC12	H2AC13	H2AC14	H2AC15	H2AC16	H2AC17	H2AC20	H2AC21	H2AC4	H2AC8	H2AX	H2BC15	H2BC18	H2BC3	H2BC7	H2BC9	H3C10	H3C12	H3C14	H3C15	H3C2	H3C3	H3C7	H3C8	H4C11	H4C12	H4C4	H4C6	HACD3	HADH	HAGH	HARS1	HASPIN	HAT1	HAUS1	HAUS2	HAUS4	HAUS5	HAUS6	HAUS8	HCFC1	HCFC1R1	HDGF	HDGFL2	HDGFL3	HDHD2	HDHD5	HDLBP	HEBP1	HEBP2	HELLS	HENMT1	HERC5	HIBADH	HILPDA	HINT2	HIRIP3	HJURP	HLTF	HMGB3	HMGN5	HMGXB4	HMMR	HNRNPA1L3	HPF1	HPRT1	HS2ST1	HSPBP1	HTATSF1	HTRA2	HYLS1	IARS1	ICMT	ID2	IFITM1	IFRD2	IFT22	IFT25	IFT27	IGF2BP1	IGFBP7	IKZF2	IL7R	ILKAP	ILVBL	IMMP1L	IMMT	IMPDH1	INCENP	ING1	ING2	ING5	INIP	INSR	INTS13	INTS14	IPO5	IPO7	IPO9	IRAK1	ISOC1	ISOC2	ISYNA1	ITGB1BP1	ITGB3BP	IVD	JADE1	JMJD8	JPT1	JPT2	KATNAL1	KATNB1	KBTBD4	KDM1A	KEAP1	KHSRP	KIAA1143	KIF11	KIF14	KIF15	KIF18A	KIF18B	KIF20A	KIF20B	KIF22	KIF23	KIF2C	KIF4A	KIFC1	KLHL23	KMT5A	KNL1	KNOP1	KNSTRN	KNTC1	KPNA2	KPNA3	LAGE3	LAP3	LAS1L	LCORL	LDLRAP1	LEO1	LETM1	LIG1	LIMS1	LIN52	LIN54	LIN9	LMAN1	LMF2	LMNB1	LMNB2	LRR1	LRRC40	LRRC42	LRRC45	LRRC58	LRRC59	LRRCC1	LYAR	LYRM7	MAD2L1	MAD2L2	MAGEF1	MAGOHB	MALSU1	MANF	MAP2K2	MAP3K20	MAP7D3	MAPKAPK3	MAPKAPK5	MASTL	MAZ	MCAT	MCM10	MCM2	MCM3	MCM4	MCM5	MCM6	MCM7	MCMBP	MCUR1	MDM1	MED20	MED4	MELK	MESD	METTL4	MFAP1	MFGE8	MFSD14B	MGST2	MGST3	MICB	MIS12	MIS18A	MKI67	MKKS	MLEC	MLH1	MLLT11	MLST8	MMAB	MMS22L	MNAT1	MND1	MNS1	MORF4L2	MOV10	MPC1	MPHOSPH6	MPHOSPH9	MPST	MRE11	MRM2	MRPL11	MRPL13	MRPL15	MRPL17	MRPL2	MRPL21	MRPL22	MRPL23	MRPL27	MRPL3	MRPL35	MRPL36	MRPL39	MRPL46	MRPL47	MRPL48	MRPL49	MRPL55	MRPL58	MRPL9	MRPS10	MRPS11	MRPS12	MRPS14	MRPS15	MRPS16	MRPS18A	MRPS2	MRPS23	MRPS24	MRPS27	MRPS28	MRPS33	MRPS9	MRTO4	MSH2	MSH3	MSH6	MT2A	MTA1	MTA2	MTFP1	MTFR2	MTHFD1	MTHFD2	MTIF2	MTLN	MTMR2	MTRF1L	MTRFR	MTX1	MTX2	MUTYH	MXD3	MYBL2	MYCBP	MZT1	N4BP2	NAA10	NAA15	NAA20	NAA50	NABP2	NAE1	NANS	NARS1	NCAPD2	NCAPD3	NCAPG	NCAPG2	NCAPH	NCAPH2	NCBP1	NDC1	NDC80	NDUFA8	NDUFA9	NDUFAF8	NDUFS1	NEDD1	NEIL3	NEK2	NEK4	NELFE	NENF	NET1	NFATC2IP	NFYB	NIF3L1	NINJ1	NIPSNAP1	NIPSNAP3A	NME1	NME4	NMRAL1	NNT	NNT-AS1	NOC4L	NOL10	NOLC1	NOP16	NRM	NSD2	NSL1	NSMCE2	NSMCE4A	NTHL1	NTPCR	NUBP2	NUCB2	NUDCD1	NUDCD2	NUDT15	NUDT2	NUDT5	NUDT7	NUF2	NUP107	NUP155	NUP210	NUP37	NUP50	NUP54	NUP58	NUP62	NUP85	NUP93	NUSAP1	NXT1	OAT	ODF2	OGFOD1	OGFOD2	OIP5	ORC1	ORC3	ORC6	OTULIN	OXCT1	PABPC4	PAFAH1B2	PAFAH1B3	PAICS	PAK1	PAK1IP1	PANK2	PAQR4	PARP2	PARPBP	PAXBP1	PAXX	PBK	PCGF6	PCID2	PCLAF	PCNA	PCNT	PDCD5	PDCD7	PDCL	PDE12	PDHA1	PDHX	PDLIM7	PDRG1	PDS5B	PDXK	PDZD11	PELP1	PGAP2	PGD	PGM2	PGP	PGRMC1	PHF19	PHF6	PHGDH	PHTF1	PIDD1	PIGX	PIMREG	PITHD1	PKMYT1	PLAA	PLGRKT	PLIN2	PLK1	PLK4	PLPBP	PMPCA	PMS1	PMVK	PNP	POC1A	POLA1	POLA2	POLD1	POLD2	POLD3	POLDIP2	POLE	POLE2	POLQ	POLR2D	POLR2F	POLR2H	POLR3K	POMZP3	POP4	POP5	POP7	PPA1	PPA2	PPAT	PPIE	PPIF	PPIH	PPIL1	PPIL3	PPME1	PPP1R35	PPP1R7	PPP2R2D	PPP2R5D	PPP4R1	PPP5C	PPT1	PRADC1	PRC1	PRDX4	PRIM1	PRIM2	PRKAB1	PRKDC	PRMT5	PRPF19	PRPF31	PRPF4	PRPS1	PRPS2	PRPSAP1	PRR11	PRXL2A	PSAT1	PSMA1	PSMB5	PSMC2	PSMC3IP	PSMD1	PSMD12	PSMD14	PSMD9	PSME3	PSME3IP1	PSMG1	PSMG3	PSPC1	PSPH	PSRC1	PTP4A3	PTPA	PTPMT1	PTPN11	PTTG1	PXMP2	RAB27A	RAB3IP	RABIF	RABL6	RACGAP1	RAD1	RAD18	RAD51AP1	RAD51C	RAD54L	RAD9A	RAE1	RANGAP1	RANGRF	RARS1	RAVER1	RBBP8	RBL1	RBM10	RBM15B	RBM28	RBMX2	RCC1	RCC1L	RCC2	RCCD1	RCN1	RCOR1	RDX	REC8	RECQL	RECQL4	REEP4	REV1	REXO5	RFC1	RFC2	RFC3	RFC4	RFC5	RFWD3	RHNO1	RIC8A	RIF1	RMDN1	RMDN3	RMI1	RMI2	RMND5B	RNASEH2A	RNF168	RNF26	RNF8	RNPEP	RPA1	RPA3	RPE	RPIA	RPL26L1	RPL39L	RPP30	RPS6KB2	RRM1	RRM2	RRP1	RRP1B	RSRC1	RTKN2	RTN3	RUFY1	RUNX1	RUSC1	RUVBL1	RUVBL2	RWDD4	SAAL1	SAC3D1	SAE1	SAMD1	SAMHD1	SAR1A	SARNP	SARS2	SART3	SASS6	SCCPDH	SCLT1	SCMH1	SDF2L1	SDHAF3	SEC22B	SEC22C	SEH1L	SEPHS1	SEPTIN11	SESTD1	SF3B3	SFMBT1	SFR1	SFXN1	SFXN4	SGO1	SGO2	SGTA	SHCBP1	SHMT1	SIGMAR1	SKA1	SKA2	SKA3	SKIC8	SKP2	SLBP	SLC16A1	SLC1A4	SLC1A5	SLC20A1	SLC25A11	SLC25A17	SLC25A39	SLC25A40	SLC29A1	SLC2A4RG	SLC35A4	SLC39A8	SLC43A3	SLC4A1AP	SLC7A5	SLF1	SLX1A	SLX1B	SMARCD1	SMC1A	SMC2	SMC4	SMC5	SMCO4	SMIM19	SMIM24	SMPD4	SMS	SMYD2	SMYD3	SNAP29	SNF8	SNHG10	SNHG19	SNRNP25	SNRNP48	SORD	SPAG16	SPAG5	SPATA33	SPATS2	SPC24	SPC25	SPDL1	SPIN1	SPOUT1	SPRTN	SPTSSA	SRGAP2B	SRGAP2C	SRM	SRP68	SRPK1	STAG1	STIL	STMN3	SUCLA2	SUGP2	SUMO3	SUPT16H	SUV39H1	SUV39H2	SUZ12	SVIP	SYNE2	TACC3	TACO1	TADA2A	TAF1B	TAF5	TAF6	TAF9B	TARDBP	TARS1	TASL	TBCD	TBL3	TBP	TCEA2	TCEAL3	TCF19	TCHP	TCOF1	TDP1	TDP2	TEDC1	TEDC2	TELO2	TESMIN	TEX30	TFDP1	TFPT	TGS1	THAP11	THAP7	THG1L	THOC6	THOP1	THUMPD3	TIMELESS	TIMM10	TIMM21	TIMM22	TIMM23	TIMM29	TIMM44	TIMM50	TIPIN	TK1	TLNRD1	TM7SF3	TMEM106C	TMEM11	TMEM126A	TMEM126B	TMEM14A	TMEM14C	TMEM18	TMEM203	TMEM209	TMEM214	TMEM70	TMEM97	TMPO-AS1	TMX1	TOE1	TOMM40	TOMM70	TOP2A	TOPBP1	TOR2A	TOX	TPGS2	TPP2	TPRKB	TPX2	TRAF2	TRAF7	TRAIP	TRAP1	TRAPPC2L	TRAPPC4	TRIAP1	TRIM24	TRIM28	TRIP13	TRMU	TRNAU1AP	TROAP	TSEN15	TSEN54	TSFM	TSN	TSPO	TSR1	TST	TTC1	TTC39C	TTF1	TTF2	TTI1	TTI2	TTK	TUBA1C	TUBB3	TUBG1	TUBGCP3	TXNDC12	TXNRD1	TYMS	UBAC1	UBALD2	UBAP2	UBAP2L	UBASH3B	UBE2C	UBE2M	UBE2S	UBE2T	UBL4A	UBL7-DT	UBN1	UBR7	UBXN2A	UCHL3	UCHL5	UCK1	UCK2	UFD1	UHRF1	UMPS	UNG	UQCC2	UQCC3	UQCC4	UQCC5	UQCRHL	URM1	USB1	USP1	USP13	USP14	USP39	USP48	USP5	UTP11	UTP18	UTP4	VDAC3	VMA21	VPS25	VPS72	VRK1	WAPL	WBP11	WBP4	WDHD1	WDR5	WDR54	WDR76	WDR83	WEE1	WRAP53	WWOX	XPNPEP1	XPO1	XRCC1	XRCC4	YARS1	YEATS4	YIF1B	YWHAG	ZAP70	ZCCHC17	ZCCHC9	ZCRB1	ZDHHC12	ZNF367	ZNF639	ZNF714	ZNF726	ZNF738	ZNF76	ZNF771	ZNF85	ZNF93	ZNG1B	ZNHIT3	ZW10	ZWILCH	ZWINT
HE_LIM_SUN_FETAL_LUNG_C5_LATE_PRO_B_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C5_LATE_PRO_B_CELL	ADA	C1QTNF4	CD27	CD34	CKMT2	DNTT	EGFL7	ELK3	ENG	ERG	FHIT	GBP4	GNG11	GSN	H1-0	ITGA5	LILRA2	LINC00426	LINC01013	PECAM1	PSD3	RAG1	SCHIP1	SH2D4B	SLC8A1-AS1	SMIM3	SOCS2	SORBS3	TNFRSF1A	TRGV9
HE_LIM_SUN_FETAL_LUNG_C5_PRO_B_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C5_PRO_B_CELL	AAMDC	AARS1	ABHD12	ABHD3	ABI2	ACAT2	ACYP1	ADA	ADGRG1	AIF1	AKIP1	ALDH5A1	ALDH7A1	AMOTL1	ANKRD36	ANLN	ANXA2R	AP3M2	ARHGAP11A	ARHGAP33	ARHGEF39	ARL6IP1	ARL6IP6	ARMH1	ASF1B	ASPM	ATAD2	ATAD5	ATG10	ATL3	AURKA	AURKB	BARD1	BCL2L12	BEX3	BIRC5	BRCA1	BRCA2	BRD7	BRIP1	BUB1	BUB1B	C19orf48P	C1QTNF4	C21orf58	C4orf46	C5orf34	C8orf88	CBX2	CBX5	CCDC167	CCDC34	CCDC81	CCDC88A	CCHCR1	CCN2	CCNA2	CCNB1	CCNB2	CCNE2	CCNF	CCP110	CD34	CDC20	CDC25A	CDC25C	CDC45	CDC6	CDCA2	CDCA3	CDCA4	CDCA5	CDCA7	CDCA8	CDK1	CDK2	CDK2AP1	CDKN2C	CDKN3	CDT1	CENPA	CENPE	CENPF	CENPH	CENPK	CENPL	CENPM	CENPN	CENPO	CENPQ	CENPU	CENPW	CEP152	CEP41	CEP55	CEP57L1	CEP78	CERS2	CFAP20	CGAS	CHAF1A	CHAF1B	CHD3	CHEK1	CHEK2	CHTF18	CIP2A	CIT	CKAP2	CKAP2L	CKAP5	CKLF	CKS1B	CLEC11A	CLEC14A	CLSPN	CMC2	CMPK2	CMTM3	CNTLN	CPNE2	CPT1A	CRNDE	CRTAP	CSE1L	CSTF2T	CTBP2	CTDSPL2	CTNNAL1	DCLRE1B	DDB2	DDX11	DEPDC1	DEPDC1B	DHFR	DHRS4L2	DIAPH3	DLEU2	DLGAP5	DNA2	DNAJC21	DNAJC9	DNTT	DONSON	DSCC1	DSN1	DTL	DTYMK	DYNLT2B	E2F1	E2F2	E2F7	E2F8	EBP	ECT2	EGFL7	ELK3	ENG	ENOSF1	EPB41L2	ERG	ESCO2	ETS2	EXO1	EZH2	F13A1	FADS1	FADS2	FAF1	FAM111A	FAM111B	FAM241A	FANCA	FANCD2	FANCG	FANCI	FANCL	FBLN1	FBXO5	FBXW7	FEN1	FGD5-AS1	FHIT	FHL1	FIGNL1	FOXM1	GAB2	GAMT	GBP4	GEN1	GGH	GINS1	GINS2	GINS3	GINS4	GMNN	GMPS	GNA15	GPR176	GPSM2	GSN	GTSE1	GUCY1A1	H1-5	H2AC11	H2AC12	H2AC13	H2AC14	H2AC16	H2AC17	H2AC21	H2AC4	H2AC8	H2BC11	H2BC14	H2BC15	H2BC3	H2BC7	H2BC9	H3C12	H3C14	H3C15	H3C2	H3C3	H3C7	H3C8	H4C14	H4C15	H4C2	H4C6	HACD3	HAUS4	HELLS	HIRIP3	HJURP	HLTF	HMGB3	HMGXB4	HMMR	HPRT1	HYI	IFT25	IGF2BP2	IGFBP7	ILVBL	INCENP	ITGA5	KATNAL1	KCTD9	KIF11	KIF14	KIF15	KIF18A	KIF20A	KIF20B	KIF22	KIF23	KIF2C	KIF4A	KIFC1	KMT5A	KNL1	KNSTRN	KNTC1	LCN6	LCORL	LCP2	LIG1	LILRA2	LIMK2	LIN9	LINC00426	LINC01013	LMNB2	LRR1	LST1	MAD2L1	MAP3K20	MASTL	MBOAT2	MCM10	MCM2	MCM3	MCM4	MCM6	MDK	MELK	MGAT4A	MIS18A	MKI67	MLLT11	MMS22L	MND1	MNS1	MOV10	MT1X	MT2A	MXD3	MYBL2	N4BP2	NAE1	NCAPD2	NCAPD3	NCAPG	NCAPG2	NCAPH	NCAPH2	NCF2	NDC80	NEIL3	NENF	NET1	NINJ1	NIPSNAP3A	NPY	NRIP1	NSD2	NUF2	NUSAP1	OIP5	ORC1	ORC6	PAFAH1B3	PALM	PAQR4	PARP2	PARPBP	PBK	PCLAF	PCNA	PCNT	PDS5B	PDZD11	PGRMC1	PHF19	PHGDH	PIDD1	PIMREG	PKD2	PKMYT1	PLCB1	PLEKHA5	PLK1	PLK4	PLSCR1	POC1A	POLA1	POLD1	POLD3	PRC1	PRIM1	PRIM2	PRKCI	PRPSAP1	PRR11	PRXL2A	PSMC3IP	PSMG1	PSRC1	PTTG1	PXDN	PXMP2	RAB13	RAB34	RACGAP1	RAD1	RAD51AP1	RAD54L	RASD1	RBBP8	RBL1	RCCD1	RDX	RECK	RETREG1	REXO5	RFC2	RFC3	RFC4	RFWD3	RHNO1	RIF1	RMI1	RMI2	RNASEH2A	RNF168	RRM1	RRM2	S100A1	S100A13	SAC3D1	SAMD1	SCCPDH	SCMH1	SCML2	SEPHS1	SERINC5	SGO1	SGO2	SHCBP1	SHMT1	SKA1	SKA2	SKA3	SLC20A1	SLC27A3	SLC2A5	SLC43A3	SLC44A1	SLC8A1-AS1	SLFN13	SMARCD2	SMC2	SMCO4	SMIM3	SMS	SNCA	SOCS2	SORBS3	SP1	SPAG5	SPATA33	SPC24	SPC25	SPDL1	SRGAP2C	STK3	STMN3	SVIP	SYNE2	SYNGR1	TACC3	TAF5	TAF9B	TCAF1	TCEAL9	TCF19	TCF7L2	TEDC1	TFDP1	TIMELESS	TK1	TMEM106C	TMEM97	TMPO-AS1	TNFRSF1A	TOP2A	TOPBP1	TPGS2	TPX2	TRAIP	TRIM24	TRIP13	TROAP	TTF2	TTK	TUBG1	TUBGCP3	TYMS	UBE2C	UBE2S	UBE2T	UBR7	UCK2	UHRF1	UNG	VAMP5	VRK1	WDHD1	WDR76	WEE1	WWOX	YEATS4	ZGRF1	ZMIZ1	ZNF367	ZNF771	ZWINT
HE_LIM_SUN_FETAL_LUNG_C6_DEUTEROSOMAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C6_DEUTEROSOMAL_CELL	ABLIM2	ACBD7	ACOT7	ANKS1B	ANLN	ASAP2	ASF1B	ASPM	ATP6V0A2	AURKA	BARD1	BCL2L12	BHLHE40	BIRC5	BMAL2	BRCA2	BUB1	C19orf48P	CADM1	CCDC14	CCDC15	CCDC158	CCDC171	CCDC178	CCDC18	CCDC188	CCDC88A	CCNB1	CCNB2	CCT6B	CD19	CDC20	CDC20B	CDCA4	CDCA7L	CDCA8	CDH23	CDK1	CDKN2D	CDT1	CENPF	CENPJ	CENPK	CENPU	CENPW	CEP152	CEP295	CEP57L1	CEP85	CHAF1A	CHAF1B	CHTF18	CKAP2L	CKS2	CLDN10	CLDN12	CNTROB	COCH	CTNNBIP1	CYTH3	DBF4	DBNDD1	DENND6A	DEPDC1	DHFR	DLGAP5	DNAH14	DNAH17	E2F7	ECT2	EID3	EME1	ENC1	ENTPD3	ERCC6L	EZH2	FADD	FAM216A	FAM3B	FANCI	FANCM	FBN3	FBXO43	FOXM1	FOXN4	GGTLC2	GLRX	GPR83	GPSM2	GSKIP	H2AC11	H2AC17	H2AC8	H2BC11	H2BC15	H2BC8	H3C10	H3C6	H4C2	H4C8	HDGFL3	HELLS	HES6	HMGB3	HYLS1	ICAM3	INSIG1	IQCC	KIF14	KIF15	KIF18A	KIF20A	KIF20B	KIF23	KNL1	KNSTRN	KPNA2	KRT81	LACTB2	LIN9	LINC01392	LRR1	MAD2L1	MAP7D3	MARCKSL1	MATN2	MCIDAS	MED21	MELK	MEST	MIF4GD	MIIP	MIS18A	MIS18BP1	MMP23B	MT1G	MTFP1	MUC12	MYCL	MYO3A	NCAPH	NEK2	NEU3	NUDT15	NUDT6	NUF2	NUP93	OAT	OIP5	ORC6	PAQR4	PCCB	PGP	PHF7	PLAAT1	PLK1	PLK4	POC1A	POGLUT3	POLH	PPP1R14B	PPP1R1B	PRC1	PREX1	PTN	PTTG1	PYGL	RACGAP1	RAD51AP1	RAD54L	RANGAP1	RASSF1	RCC2	REXO5	RFC4	RFWD3	RMI1	RNASEH2A	RPL39L	RTTN	SASS6	SGO1	SGO2	SKA3	SLC12A2	SLC31A2	SLC43A3	SMC2	SPAG5	SPATS2	SPIN4	STIL	SULF2	SYT5	TACC3	TBC1D31	TEDC1	TEDC2	TM7SF3	TMEM108	TOP2A	TPX2	TRMT12	TRNT1	TROAP	TSPAN2	TTK	TUBG1	TYMS	UBE2C	UBE2S	UBE2T	USP31	WDR62	YBX2	YPEL1	ZDBF2	ZNF469	ZNF736	ZNF788P	ZWINT
HE_LIM_SUN_FETAL_LUNG_C6_MUC16_POS_CILIATED_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C6_MUC16_POS_CILIATED_CELL	ANKUB1	APOD	AQP5-AS1	C14orf132	CAPN9	CCDC190	CCN2	CD82	CES4A	COL28A1	CORO2B	CP	CXCL17	CYP2W1	DIAPH2	DPYSL3	EPPIN	FGF14	FYB2	GBP6	HBB	ITGA2	ITGB4	KIAA0513	KLHL5	KLHL6	KRT7	LARP6	LGR4	LINC01550	LINC01558	MAOB	MB	MT3	MUC16	MUC20	MUC4	PALLD	PAX9	PITX1	PLAAT2	PLAAT3	PLEKHS1	POU2AF1	PRR15	PZP	SCPEP1	SEC14L3	SEPTIN11	SLC23A1	SLC2A10	SLIT1	SMAD3	TNFRSF21	TNNT3	TOX3	TRPV4	TXLNB	UACA	VCAN	WDR24	WFDC6
HE_LIM_SUN_FETAL_LUNG_C7_COL20A1_POS_SCHWANN_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_COL20A1_POS_SCHWANN_CELL	ACTC1	ADAMTSL1	AFAP1L1	ALDH1A1	ALDH1A3	ANGPT1	ANXA1	ARHGAP31	BGN	CASP4	CD44	CHST9	COL20A1	COL28A1	COL6A3	CTNNA3	CYP4V2	CYTL1	DGKB	DOCK8	DPY19L3	DYNLT2B	EGLN2	ELN	ENG	FBN1	FRAS1	FST	GABRA2	GPR17	GRID2	GRIP2	HMCN1	HSPB2	IFI16	IGFBP7	IL11RA	IL17RC	IL1RAP	ITGA1	ITGA2	ITM2A	KLF4	LMO3	LYPD6	MAL2	MGAT4C	MYO1C	NFIX	NMI	NTM	P3H2	PDGFA	PDLIM1	PLA2G4A	PLAC9	PLSCR3	PSMB8	RPS4Y1	S100A4	SFXN3	SHROOM4	SMIM5	SP100	SRPX	TFAP2C	TGFBI	TMEM176A	TMEM176B	TMEM35B	USP53	UTP15
HE_LIM_SUN_FETAL_LUNG_C7_FGFBP2_POS_NEURAL_PROGENITOR_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_FGFBP2_POS_NEURAL_PROGENITOR_CELL	ADM	ANKHD1	AQP1	ARHGAP18	ARHGAP31	BCL11A	BLOC1S5	CCSER1	DDC	DGKB	DNASE2	DOK4	EGLN2	EGLN3	EPAS1	ERV3-1	FGFBP2	FRMD5	FRZB	GRIP2	KCNIP4	LAMA5	LINC02268	MAP3K5	MFAP4	NDUFA4L2	NFIX	NKD1	NPB	PKP2	PLA2G6	PLAGL2	PLCD4	PRR34-AS1	PSMB8	RAPSN	RIMS3	RNASE1	SCGB3A2	SELENOP	SYN2	SYNM	TAPT1	TMEM100	TMT1A	UNC5B	VEGFA	VIP	VWDE	WDR27	WFIKKN2	ZNF599
HE_LIM_SUN_FETAL_LUNG_C7_KCNIP4_POS_NEURON_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_KCNIP4_POS_NEURON_CELL	ACTL6B	ADM	AK1	ARFGEF3	ARHGDIG	ARPP21	ASPHD1	ATP2B4	ATP6V1G2	C1orf216	CAMK1D	CASC15	CDH8	CHODL	CHRFAM7A	CHRM2	CHRM3	CNGB1	CNTN5	CNTNAP2	CPNE8	DIPK1A	DLX3	DMTN	DNER	DPF3	DRAXIN	DUSP23	ERVK3-1	F12	FAIM2	FBP1	FBXL2	GABRG2	GCHFR	GNAO1	GPR27	GRK3	GUCY1A1	HDAC9	HEATR5A	HMX2	HTR3A	IFI16	ISOC1	KCNIP4	KCNQ5	KCNS3	KIF26B	KIF5A	LDB2	LGALS3BP	LIN7B	LINC00623	LINC01089	LINC01315	LIX1	MANSC1	MAP7	MTUS1	MYT1L	NEGR1	NFIC	NLGN4Y	NOL3	NPB	NPY2R	NWD2	PALMD	PCBP3	PCDH10	PCLO	PCP4	PDE2A	PIANP	PIRT	PKIA	PLP2	PLPPR2	PLXNA2	PROM1	PTPRN	PTPRR	RAPGEF4	RGS11	RIIAD1	RNASE1	ROBO1	RUNDC3B	SATB2	SGIP1	SLC10A4	SLC17A5	SMAD9	SNAP91	ST6GAL2	SYT17	SYT4	SYT5	TAPT1	TCEAL2	TCF7L2	TLE2	TMEM255A	TNFRSF21	TRIM67	TSPAN7	TTC9B	UNC5C	VIP	WFIKKN2	YPEL4	ZNF804A
HE_LIM_SUN_FETAL_LUNG_C7_LATE_SCHWANN_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_LATE_SCHWANN_CELL	AATK	AHNAK	ALDH1A1	AQP1	ART3	ASPA	BGN	BHLHE40	BMF	CCL2	CD44	CDC42EP5	COL15A1	COL16A1	COL28A1	COL4A1	COL5A3	CYBRD1	DEPDC7	DNASE2	DOCK5	EEIG1	EGFL8	EMP3	ENTPD2	FADS3	FBLN2	FBLN5	FGL2	FIBIN	FRMD3	FST	FSTL3	GFRA3	GJC3	GPNMB	GPR17	HSPG2	HTRA1	IFITM2	IGFBP7	IL11RA	IQGAP2	ITGA1	LAMB1	LAMP5	LGALS3	LIMCH1	LINC02256	MAL	MAL2	MARCHF3	MATN2	MIA	MYL9	NAALADL2	NFIX	NIBAN1	NTM	OLFML2A	PDGFC	PLEKHA4	PLSCR4	PON2	PRSS23	PTX3	RAB20	RASGEF1C	RBM43	RGS10	RNASE1	RNASE4	RPS4Y1	RXRG	S100A11	SAMHD1	SCN7A	SEMA3G	SFTPC	SH3D19	SHFL	SLC16A4	SMIM5	SOCS3	SORBS1	ST6GALNAC2	TGFBR3	TMEM176A	TMEM176B	TMEM71	TPBG	TRPM3	TSPAN11	USP53	VAMP5	WIPF1	XKR4
HE_LIM_SUN_FETAL_LUNG_C7_MFNG_POS_DBH_POS_NEURON_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_MFNG_POS_DBH_POS_NEURON_CELL	ASS1	BAALC	DBH	DDC	ENO3	ETV1	FNDC5	IGFBPL1	IL17B	MFNG	NFASC	PIPOX	PTPRK	SEZ6	SRRM4	THBS4	VWDE
HE_LIM_SUN_FETAL_LUNG_C7_MID_SCHWANN_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_MID_SCHWANN_CELL	AATK	ABCA8	ADAM9	ADAMTS5	ADAMTS9	AHNAK	ALCAM	ALOX15	ANGPTL4	ANGPTL7	ANK3	ANKRD28	ANXA1	ANXA3	APOA1	AQP1	ARHGAP15	ARHGEF26	ART3	ASPA	ATG16L2	ATP1A2	AXL	BACE2	BCAN	BHLHE40	BMP1	CAHM	CASKIN2	CAVIN1	CAVIN3	CCL2	CD59	CD82	CDC42EP5	CDH1	CDK18	CLDN19	CLMN	CLSTN2	COBL	COL14A1	COL15A1	COL16A1	COL19A1	COL27A1	COL28A1	COL3A1	COL4A1	COL4A5	COL5A1	COL5A3	CRYL1	CTXND1	CXCL16	DAG1	DCN	DEPTOR	DHH	DHRS3	EEIG1	EGFL8	EGR3	ELOVL1	EMP3	ENDOD1	ENPP2	ENTPD2	EPHA5	ERBB2	ESPN	FAM114A1	FBLN2	FBLN5	FCGRT	FGL2	FN1	FNDC3B	FRMD4B	FSTL3	FSTL5	GAL3ST1	GAS2L3	GASK1B	GATM	GFRA3	GJC3	GLRB	GNG11	GNG12	GPR137B	GPR155	HBA1	HBA2	HBEGF	HEY1	HLA-B	HPDL	HSPA12A	HSPG2	IFI6	IFIT2	IFIT3	IFITM2	IGSF11	IL34	IQGAP2	ITGA2	ITGB4	ITGB8	ITIH5	ITM2A	ITPR3	JAG1	KANK4	KCTD11	KDELR3	KIRREL2	KLK6	L1TD1	LAMA2	LAMB1	LAMB2	LAMP5	LATS2	LETR1	LGALS3	LIMCH1	LINC02256	LIPA	LIPT1	LOXL2	LPAR1	LPCAT2	LPL	LRIG1	LRP10	LRRC4	LRRTM1	LTBP3	MAF	MAG	MAL	MAOB	MATN2	MBP	MIA	MICALL2	MT1X	MYL9	MYO1C	NEK6	NFKB2	NIBAN1	NID2	NR2F1	NR2F1-AS1	NR2F2-AS1	NRBP2	NRXN3	NTRK2	NTRK3	NXPE3	OLFML2A	OLFML2B	P4HA2	PCDH7	PDGFC	PDIA5	PDK4	PDPN	PHLDA3	PLAAT3	PLEC	PLEKHA4	PLEKHG3	PLLP	PLP2	PLSCR4	PLXDC2	PLXNB3	PMP2	PON2	PPARA	PPP1R1C	PPT2-EGFL8	PRIMA1	PRKCD	PRRT1	PRSS23	PTPRE	RAB20	RAB31	RASL12	RASSF4	RDH10	RELN	RGCC	RGS10	RHBDF1	RHOJ	RPS4Y1	RXRG	S1PR3	SAMHD1	SBSPON	SCN7A	SELENOM	SEMA3B	SEMA3G	SEMA7A	SH3BP5	SH3D19	SH3GL3	SH3PXD2B	SIPA1L2	SLC1A4	SLIT2	SLITRK2	SLITRK5	SMIM5	SMTN	SORBS1	SORBS2	SOSTDC1	SPHK1	SPMIP5	SPON2	SPP1	SRGAP2B	SRGAP2C	SSPN	ST6GALNAC2	STARD9	SYNGR2	TAFA5	TCIM	TENT5A	TFPI2	TGFBR3	THBS1	TINAGL1	TLL2	TMC6	TMEM176A	TMEM176B	TMEM35B	TMPRSS5	TNC	TNFAIP6	TNFRSF12A	TNS1	TNS3	TPBG	TRPM3	TSPAN11	TSPAN15	TTYH2	UGT8	UTRN	VGLL3	VLDLR	VWA1	WIPI1	WWP1	XKR4	ZBTB7A	ZCCHC24
HE_LIM_SUN_FETAL_LUNG_C7_PCP4_POS_NEURON_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_PCP4_POS_NEURON_CELL	ACHE	AKR1C2	ARHGEF28	ATP6V1G2	B3GNT4	CELF5	CHRM3	CNKSR2	CPLX2	DHCR24	DLGAP1	ELAVL2	ELMO1	ENTPD3	FAIM2	FRY	GATA3	GNAO1	GRIA3	HMGCLL1	HOXD1	HRH1	ISL1	KLHL5	LY6H	NSG2	NTNG1	PCP4	PENK	PLCB2	PLPP4	PNCK	PRSS3	PRUNE2	RBFOX1	RGS4	RUNDC3B	SCN2A	SCN3B	SEPTIN3	SH3GL2	SLC18A2	SLC6A2	SLC8A1	SNCG	SPOCK3	SST	SULT4A1	SV2C	SYBU	SYT4	TMEM130	TMOD1	TRPV2
HE_LIM_SUN_FETAL_LUNG_C7_PROLIFERATING_SCHWANN_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_PROLIFERATING_SCHWANN_CELL	A1BG	AARSD1	AASS	AATK	ABCA1	ABCA8	ABHD11	ABHD3	ABLIM3	ABTB2	ACAD9	ACADS	ACBD4	ACER3	ACY1	ADAL	ADAM15	ADAM9	ADAMTS16	ADAMTS8	ADCY6	ADIRF	AFMID	AGA	AGPAT2	AK5	AKAP11	ALAD	ALCAM	ALDH16A1	ALG6	ALG9	ALOX15	ALPL	ANGPTL2	ANGPTL4	ANKH	ANKRD28	ANLN	ANXA1	ANXA11	ANXA3	AP3M2	APBA3	APOA1	APOBEC3B	APOL2	APOLD1	AQP1	ARAF	ARHGAP11A	ARHGAP15	ARHGAP18	ARHGAP19	ARHGAP26	ARHGAP32	ARHGAP4	ARHGAP42	ARHGEF10	ARHGEF39	ARHGEF6	ARL2	ARPC1A	ARPIN	ARSI	ARSJ	ART3	ASF1B	ASPM	ASXL2	ATAD2	ATF5	ATL3	ATP1A2	ATP2A1-AS1	ATP8B3	AUNIP	AURKA	AURKB	AVPI1	AZGP1	B3GAT1	B4GALNT1	B4GALNT3	BACE2	BAIAP2-DT	BBS1	BCL2L12	BDNF-AS	BGN	BIRC5	BIVM	BLM	BLVRB	BMP1	BMP2K	BMP8B	BOLA1	BORA	BRCA1	BRCA2	BRI3BP	BRME1	BROX	BSPRY	BUB1	BUB1B	C11orf54	C14orf28	C14orf93	C16orf82	C1QTNF5	C1R	C1orf54	C1orf56	C21orf58	C2orf76	C2orf88	C4orf33	C5orf34	C6orf62	C8orf88	C9orf40	CA2	CAB39L	CAHM	CAMK1	CAPN5	CASKIN2	CASP4	CASP7	CAVIN1	CBR3	CCDC102B	CCDC15	CCDC152	CCDC18	CCDC34	CCDC77	CCDC9B	CCN3	CCNA2	CCNB1	CCNB2	CCNE1	CCNE2	CCNF	CCNT2-AS1	CD58	CD82	CD83	CDC14A	CDC20	CDC25C	CDC45	CDC6	CDC7	CDCA2	CDCA3	CDCA4	CDCA5	CDCA7	CDCA8	CDH7	CDK1	CDK18	CDKN2C	CDKN3	CDT1	CENPA	CENPE	CENPH	CENPJ	CENPK	CENPL	CENPM	CENPN	CENPO	CENPP	CENPQ	CENPU	CEP112	CEP19	CEP192	CEP55	CEP85	CERCAM	CFAP91	CFI	CHAF1B	CHAMP1	CHEK1	CHEK2	CHTF18	CIB1	CIDEB	CKAP2L	CKLF	CLDN1	CLDN19	CLGN	CLMN	CLN3	CLN8	CLSPN	CLSTN2	CLUAP1	CLYBL	CNBD2	CNMD	CNN1	CNTN6	COBL	COL11A2	COL14A1	COL15A1	COL16A1	COL19A1	COL22A1	COL28A1	COL4A1	COL4A5	COL5A1	COL5A3	COL9A1	COMMD8	COPZ2	CPT2	CPTP	CRNDE	CRTAC1	CRYBG3	CSGALNACT1	CSTF2	CTDSPL	CTNNA3	CTNS	CTSO	CTSV	CTXND1	CXCL16	CYB5RL	CYP27A1	CYP7B1	DAG1	DCLRE1A	DCLRE1B	DCN	DDX11	DENND11	DEPDC1	DEPDC7	DEPTOR	DHFR	DHH	DHODH	DHRS13	DHRS3	DHRS4-AS1	DHRS4L2	DHX34	DIAPH3	DLG1	DLGAP1-AS1	DLGAP5	DNAAF9	DNASE2	DOCK5	DOK1	DOLK	DPY19L3	DSCC1	DSN1	DTL	DTX2	DUS1L	DUSP14	E2F2	E2F7	E2F8	ECT2	EED	EEF1AKMT2	EEFSEC	EEIG1	EFL1	EFNA4	EFNB1	EGFL8	EGLN2	EHD2	EIF1AY	ELAC1	ELK4	ELP4	EME1	EMP3	ENG	ENPP2	EPB41L4A-DT	EPHA4	ERAP1	ERBB2	ERI1	ERI2	ERLIN1	ERVK3-1	ESCO2	ESPL1	ESPN	EVA1A	EXO1	F8A2	FAHD2A	FAM111A	FAM111B	FAM114A1	FAM156A	FAM72A	FAM72C	FAM76A	FAM83D	FAM98C	FANCB	FANCG	FBLN5	FBXO4	FBXO5	FDXR	FEN1	FGF14-AS2	FGF2	FGF7	FGF9	FGL2	FHDC1	FILIP1	FIRRM	FKBP5	FKTN	FLT3LG	FN1	FNTB	FOXM1	FOXRED2	FRMD3	FRMD4B	FRMD6	FRZB	FST	FUT10	FUT8	FUZ	FXYD3	FZD7	FZR1	GABRA2	GAL3ST1	GALK1	GALM	GALNS	GALNT11	GALNT18	GALNT7	GAS2L1	GAS2L3	GASK1B	GBA1	GBP1	GCNT1	GDPD5	GEN1	GFPT2	GFRA3	GINS1	GINS2	GINS3	GLI4	GLIPR2	GLRB	GMPPB	GNG11	GNG12	GPC3	GPER1	GPX8	GTF2A1	GTF2H4	GTSE1	H2AC16	H2AC17	HAUS2	HAUS8	HBA1	HBA2	HBEGF	HBQ1	HEPH	HES4	HEXA	HEY1	HEY2	HIGD1A	HIRIP3	HJURP	HLA-B	HMMR	HPS5	HSPA12A	HSPA2	HSPB6	HSPG2	HTATIP2	HTRA1	HUNK	ICMT	IDE	IER3IP1	IFI27L1	IFI35	IFI44	IFI6	IFIT1	IFIT2	IFIT3	IFT80	IGFBP6	IGFBP7	IGSF11	IL17RE	INCENP	INTU	IPP	IQCJ-SCHIP1	IQGAP2	IQGAP3	IRAK4	IRF3	ISY1	ITGB3	ITGB4	ITGB8	ITIH5	ITPR3	JADE1	JAG1	JAK2	JAM2	JDP2	KANK2	KANK4	KAT2A	KBTBD3	KCNE4	KCNMB4	KDELR3	KDM5D	KHNYN	KIAA1755	KIF11	KIF14	KIF15	KIF18A	KIF18B	KIF1C	KIF20A	KIF20B	KIF23	KIF2C	KIF4A	KIFC1	KIRREL2	KIRREL3	KITLG	KMT2E-AS1	KNL1	KNSTRN	KYAT3	L1TD1	L3HYPDH	LACTB2	LAMA2	LAMP5	LDLRAP1	LETR1	LGALS3	LGALS3BP	LHFPL2	LIAT1	LIG1	LIMCH1	LIMS2	LIN54	LIN9	LINC00342	LINC02256	LINC03072	LMCD1	LMCD1-AS1	LMF1	LMO7	LOXL2	LPAR1	LPIN2	LPL	LPP-AS2	LRIF1	LRIG1	LRMDA	LRP10	LRR1	LRRC3	LRRC4	LRRC8C	LRRCC1	LRRTM1	LST1	LTBP4	LYPD1	LYRM7	MAD2L1	MAF	MAL	MAL2	MAMDC2	MAMSTR	MAOA	MAOB	MAP6D1	MAP7D3	MARCHF3	MASTL	MATN2	MBD2	MBD4	MBP	MCM2	MCM6	MDM1	MDP1	ME3	MEGF10	MEGF8	MELK	MELTF	MELTF-AS1	METTL27	METTL4	MFGE8	MFSD5	MGST2	MIA	MIF4GD	MIGA2	MIPEP	MIR99AHG	MITF	MKI67	MND1	MNS1	MOV10	MPDU1-AS1	MPP1	MRPL53	MRPS17	MSH5	MT1E	MT1F	MT1X	MTARC2	MTHFSD	MVK	MX1	MXD3	MYBL2	MYL9	MYLK-AS1	MYO15B	MYO3A	MYOZ1	N6AMT1	NAB2	NAGA	NAGLU	NAPEPLD	NAV2	NAV3	NBPF26	NCAPD2	NCAPG	NCAPG2	NCAPH	NCAPH2	NDC80	NDE1	NDST1	NDUFA9	NEBL	NEIL3	NEK6	NEMP1	NEMP2	NEURL1B	NFATC2IP	NFATC4	NFIA-AS2	NFKB1	NFKB2	NIBAN1	NID2	NKILA	NMI	NMT1	NMU	NNT-AS1	NOTCH2NLA	NPAT	NPB	NPIPA1	NPLOC4	NPW	NQO2	NR1H2	NR2C2AP	NR2F1	NR2F1-AS1	NR2F2-AS1	NRAV	NRF1	NRXN3	NSF	NSUN7	NTM	NTRK2	NTRK3	NUF2	NUP85	NUSAP1	NXPE3	NXT2	OGFOD2	OIP5	OLFML2A	OLFML2B	OPHN1	ORC1	ORC6	OSGEPL1	OSMR	P2RX6	P3H2	P4HA2	PACS1	PACSIN3	PARD3B	PARP16	PARPBP	PASK	PBK	PC	PCBD2	PCDH7	PCLAF	PCNX3	PCTP	PCYT1A	PDGFC	PDK4	PEAK1	PHF19	PHOSPHO2	PI4K2B	PI4KB	PIEZO1	PIEZO2	PIGB	PIGG	PIGK	PIGO	PIK3CA	PILRB	PIMREG	PKMYT1	PLAAT3	PLAUR	PLCXD1	PLEKHA4	PLEKHB1	PLK1	PLK4	PLP2	PLSCR4	PLTP	PLXDC2	PMP2	PNPO	POC1A	POC1B	POGLUT3	POLD1	POLD3	POLH	POLQ	POLR3F	PON2	PPARA	PPIC	PPM1M	PPP1R1C	PPP1R3E	PPP2R3B	PPT2	PPT2-EGFL8	PRADC1	PRC1	PRDM16	PRELID2	PREX1	PRIMA1	PRKD3	PROS1	PRPS2	PRR11	PRRG4	PRRT1	PRSS12	PRSS23	PRXL2C	PSMA2	PSMB8	PSMB9	PSMC3IP	PSRC1	PTPRD	PTPRE	QNG1	QSOX1	RAB20	RAB31	RAB35-AS1	RAB38	RACGAP1	RAD51AP1	RAD51B	RAD54B	RAD54L	RARRES1	RASIP1	RASL12	RASSF7	RAVER1	RBAK	RBBP8	RBM15	RCC1	RCN3	RDH10	RDM1	RECQL	REEP4	RELN	RELT	REM1	RETSAT	REXO5	RFC3	RFLNA	RFLNB	RGCC	RGMA	RGS10	RGS9	RHBDF1	RHOJ	RIBC2	RNASE1	RNASE4	RNF135	RNF180	RNF26	RNFT1	RNFT2	ROBO3	ROCK2	RP2	RPS21-DT	RPS4Y1	RRAS	RRM2	RTKN2	RXRG	S100A4	S1PR3	SAMHD1	SAPCD2	SBSPON	SCAMP1-AS1	SCLT1	SCML1	SCN7A	SCPEP1	SCUBE2	SDC4	SEC14L5	SEMA3G	SEPHS1	SERINC5	SERPINA5	SFI1	SFR1	SFTA3	SFXN2	SGCE	SGO1	SGO2	SH2D4A	SH3BP5	SH3D19	SH3KBP1	SHCBP1	SHMT1	SHQ1	SIPA1L2	SIX5	SKA1	SKA3	SKIC2	SLC10A7	SLC1A4	SLC1A5	SLC25A10	SLC25A21-AS1	SLC25A40	SLC30A6	SLC35A2	SLC39A3	SLC39A9	SLC45A3	SLC4A2	SLC9A8	SLF1	SLIT2	SLITRK5	SMAD3	SMCO4	SMIM10	SMIM11	SMIM30	SMIM5	SMYD4	SNAPC5	SNUPN	SNX24	SORBS1	SORBS2	SORCS2	SOSTDC1	SOX13	SOX3	SOX8	SP100	SP110	SPA17	SPATA6	SPC24	SPC25	SPHK1	SPIN4	SPMIP5	SPON2	SPOUT1	SPP1	SRCIN1	SREBF1	SRGAP2B	SRGAP2C	SRPX	SSC5D	SSPN	ST6GALNAC2	STIL	STOX1	STRADA	STRN	SULF2	SUV39H2	SV2B	SWSAP1	SYNM	SYNPO	SYS1	SYT10	TACC3	TAF1B	TAF5	TAFA5	TAFAZZIN	TAP1	TAPBP	TBC1D31	TBC1D4	TBL2	TCF19	TCIM	TCTN1	TEDC2	TEX261	TEX30	TFPI2	TGFBR3	THAP9-AS1	THBS1	THBS3	TIFA	TIMELESS	TINAGL1	TK1	TLCD4	TLL2	TMC6	TMEM107	TMEM132B	TMEM135	TMEM170A	TMEM176B	TMEM19	TMEM191C	TMEM200B	TMEM214	TMEM245	TMEM35B	TMEM38A	TMEM38B	TMEM45A	TMEM62	TMEM8B	TMPO-AS1	TNC	TNFAIP1	TNFRSF12A	TNS1	TOM1L1	TONSL	TOP2A	TOR3A	TPP1	TPPP3	TPX2	TRADD	TRAIP	TRAPPC13	TRIM35	TRIM38	TRIM41	TRIM47	TRIM52	TRIM59	TRIM68	TRIOBP	TRIP13	TROAP	TSPAN11	TSPAN15	TSPAN18	TSPAN9	TTK	TUBB6	TUBGCP3	TUBGCP5	TULP3	TXNDC11	TXNDC5	TYK2	TYRO3	UBE2C	UBE2D4	UGDH-AS1	UGGT1	UGT8	UHRF1	URB1-AS1	URGCP	USP37	USP40	USP6NL	UTP14C	UTRN	VAMP5	VANGL1	VEGFB	VGLL3	VPS13D	VPS18	VPS33A	VSTM4	VWA1	WBP1L	WDFY1	WDHD1	WDR5B	WDR62	WDR76	WIPF1	WWC1	WWOX	WWP1	XKR4	XKR5	XRCC3	XYLB	ZBTB12	ZBTB14	ZBTB40	ZBTB44	ZBTB5	ZBTB7A	ZBTB9	ZC3H10	ZCCHC4	ZDHHC5	ZDHHC6	ZFP1	ZFY	ZGRF1	ZMYM1	ZNF233	ZNF239	ZNF267	ZNF311	ZNF317	ZNF343	ZNF367	ZNF410	ZNF416	ZNF441	ZNF488	ZNF551	ZNF578	ZNF584	ZNF595	ZNF596	ZNF610	ZNF624	ZNF675	ZNF681	ZNF697	ZNF718	ZNF788P	ZNF853	ZNF865	ZNF90	ZNF99	ZWILCH	ZWINT
HE_LIM_SUN_FETAL_LUNG_C7_SCHWANN_PRECURSOR_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_SCHWANN_PRECURSOR_CELL	ADAM12	ADGRG6	AIRIM	ANLN	ANP32E	ARAP2	ASF1B	ASPM	ATAD2	ATAD5	AURKB	BAG3	BARD1	BCAR3	BCAT1	BCL2L12	BIRC5	BUB1	CALCB	CCDC117	CCDC18	CCDC34	CCN2	CCNA2	CCNB1	CCNB2	CDC20	CDC6	CDCA2	CDCA3	CDCA4	CDCA5	CDCA7	CDCA7L	CDCA8	CDK1	CDK2	CDKN3	CDT1	CENPA	CENPE	CENPF	CENPH	CENPK	CENPM	CENPN	CENPO	CENPU	CENPW	CHAF1A	CHEK1	CIP2A	CKAP2	CKAP2L	CLSPN	CMTM7	CRB1	CRYM	CTH	DBF4	DEPDC1	DEPDC1B	DHFR	DIAPH1	DIAPH3	DLGAP5	DNAAF5	DNAJA4	DNAJB4	E2F1	ECT2	EFCAB11	ELK3	EMILIN1	ENC1	ERBB4	EYA1	EZH2	FAM83D	FANCI	FBXO5	FEN1	FILIP1L	FLRT1	FOXM1	FOXP2	FZD1	GGA2	GGCT	GINS2	GJC1	GLI3	GMNN	GTSE1	H1-1	H1-5	H2AC11	H2AC13	H2AC14	H2AC20	H2BC9	H3C2	HELLS	HEYL	HJURP	HOOK1	HSPA6	IER5	IMPA2	INCENP	INSC	ITGA4	ITGB3BP	KCNK2	KDR	KIF11	KIF15	KIF16B	KIF20A	KIF20B	KIF23	KIF2C	KIF4A	KIFC1	KNL1	LHFPL2	LINC01198	LRP5	LRR1	LYAR	MAD2L1	MAFF	MCM2	MCM3	MCM4	MCM6	MDFIC	MELK	MGST1	MIS18A	MIS18BP1	MKI67	MND1	MNS1	MTAP	MTERF3	MXD3	MYBL2	MYO10	NCAPD2	NCAPG	NCAPH	NDC80	NDE1	NET1	NOTCH1	NOX4	NPR3	NUF2	NUSAP1	OAF	ORC6	PARPBP	PBK	PCNA	PCSK5	PHF19	PHLDB2	PIMREG	PKMYT1	PLK1	POC1A	POLA2	POSTN	PPIF	PRIM2	PRSS56	PSRC1	PTTG1	RACGAP1	RAD51AP1	RBM38	REEP4	RFC4	RLBP1	RMI2	RNASEH2A	RNF157	RRS1	RTKN2	RUBCNL	SCRG1	SFRP2	SGO1	SGO2	SLC15A3	SLC16A1	SLC1A5	SMC2	SNTB1	SPAG5	SPC24	SPC25	STXBP6	SUV39H2	SVIP	TAC1	TACC3	TCF7L1	TFAP2B	TGFB2	TIMELESS	TK1	TMEM51	TNFRSF19	TOP2A	TP53	TPD52L1	TPX2	TRIM9	TRIP13	TROAP	TYMS	UBE2C	UBE2T	UHRF1	VRK1	WDHD1	WEE1	YAP1	YBX3	ZWINT
HE_LIM_SUN_FETAL_LUNG_C7_SST_POS_NEURON_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_SST_POS_NEURON_CELL	ABCA3	ABCB1	ABCC8	ABCG1	ACBD5	ACHE	ACSS2	ACTL6B	ADAM22	AKAP1	AKR1C1	AKR1C2	ALCAM	AMPH	ANK3	ANKS1A	APBB3	ARFGEF3	ARG2	ARHGDIG	ARHGEF28	ARL4C	ASGR1	ASIC1	ASTN1	ASTN2	ATP13A2	ATP1A3	ATP6V1G2	ATP7A	ATP8A2	B3GNT4	BBC3	BCAS4	BOK	BRSK1	C11orf96	C1orf216	CACNA2D3	CACNB1	CACNB3	CADPS	CALY	CAMK2B	CAMSAP3	CARMIL2	CDK5R2	CDKN2D	CELF4	CELF5	CEND1	CHRFAM7A	CHST1	CHST8	CIB2	CKMT1A	CLSTN3	CNIH2	CNR1	CNTN1	CORO1A	COX7A1	CPLX1	CPLX2	CTIF	CTXN2	CXCR4	CXXC4	CYB561	CYGB	DCLK1	DENND6B	DIABLO	DIPK1A	DIRAS1	DLGAP1	DMTN	DNAJC25-GNG10	DNER	DNM3	DOC2B	DPF1	DPP6	DPYS	DUSP26	EFNA3	EFNB3	EGLN3	EID2B	EIF4E3	ELAVL2	ELMO1	EML5	ENTPD3	EPB41L1	EPB41L3	ERC2	ETNK2	F12	F8A1	FABP3	FAIM2	FAM110B	FAM174B	FAM219A	FAM241B	FAM89A	FAR2	FAXC	FBXL16	FBXO31	FBXW8	FECH	FGF10	FN3K	FNDC4	FRY	FSTL5	GABRA3	GATA3	GATA3-AS1	GCHFR	GLT1D1	GNAO1	GNB5	GNE	GPR22	GPR27	GPRIN1	GRIA2	GRIA3	GRK5	GRM8	GVQW3	HAGHL	HCN3	HENMT1	HES4	HHIP	HHIP-AS1	HID1	HMGCLL1	HOXB5	HOXD1	HRK	HSD11B1L	HTR3A	HTR7	ICA1	INPP1	ISL1	ISLR2	JPH4	KCNK10	KCNK3	KCNMA1	KIF5A	KLC2	KLHDC9	KLHL5	KLRG1	LAYN	LIN7B	LINC01003	LINGO1	LINGO2	LIX1	LRFN2	LRRC24	LRRC8B	LTK	LUZP2	LY6H	LZTS3	MACROD2	MAGEE1	MAGI2	MANEAL	MAP6	MAP7	MAP7D2	MAPK8IP1	MAPK8IP2	MARCHF1	MARK1	MAST1	MCHR1	MEIS3	MPP2	MPP3	MTMR6	MTMR7	MTUS1	MXRA7	MYT1L	NACAD	NALCN	NANOS1	NAPG	NCDN	NCS1	NELL1	NHSL3	NIPA1	NMNAT2	NOVA2	NPB	NPM2	NRCAM	NRG1	NRG2	NRP1	NSG2	NT5E	NTNG1	NUBPL	NYAP1	NYAP2	OGDHL	OSTM1	PACRG	PAK3	PAK5	PDE10A	PEG3	PENK	PFKP	PGAM2	PHYHIPL	PIANP	PIRT	PITRM1	PLD5	PLPP4	PLPPR2	PLPPR3	PLPPR5	PLXNC1	PNCK	PNMA2	PNMA6A	PORCN	POU2F2	PPEF1	PPM1E	PPP1R13B	PPP1R1A	PPP2R2B	PPP2R5B	PRKAR2B	PRKCZ	PRSS3	PRUNE2	PSD	PSD3	PTGER3	PTPRN	PTPRR	RAB15	RAB3B	RAB6B	RASGEF1B	RCAN2	RCAN3	REEP1	REEP2	RET	RFTN1	RGS11	RGS17	RGS4	RGS7	RGS9	RIC3	RIMBP2	RIMS1	RIMS2	RPH3AL	RPS6KA2	RPS6KL1	RTN2	RUFY2	RUNDC3B	RXYLT1	RYR2	SAMD14	SCAMP5	SCD5	SCML4	SCN2A	SCN3A	SCN3B	SEMA4D	SEMA4F	SEPTIN3	SEZ6L	SH2B2	SH2D3C	SH3GL2	SH3GL3	SHANK2	SLC10A4	SLC16A3	SLC17A5	SLC18A2	SLC18A3	SLC2A3	SLC37A1	SLC38A1	SLC4A8	SLC5A7	SLC8A1	SLC9A7	SLCO3A1	SMIM18	SMPD3	SNAP91	SNCG	SNX10	SOBP	SORL1	SPINT2	SPOCK1	SPTBN2	SRGAP1	SRRM3	SST	ST8SIA2	STAMBPL1	STK32C	SULT4A1	SV2A	SVOP	SYBU	SYN1	SYN3	SYNGR3	SYNPO2	SYT17	SYT4	SYT5	TAC3	TANC2	TBX20	TCEAL2	TG	TH	TMEFF2	TMEM108	TMEM120A	TMEM130	TMEM145	TMEM200C	TMEM255A	TMEM255B	TMEM54	TMOD1	TOX2	TPD52	TPPP3	TRIM36	TRIM67	TRPV2	TSPAN7	TTC39C	TTC9B	UNC5D	VAT1L	VSTM2A	VSTM2L	VWA5A	ZCCHC12	ZFR2	ZNF282	ZNF804A
HE_LIM_SUN_FETAL_LUNG_C7_TM4SF4_POS_CHODL_POS_NEURON_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_TM4SF4_POS_CHODL_POS_NEURON_CELL	ABCB1	AKAP6	APC2	ARHGEF28	ARHGEF3	ARID3B	ATRNL1	BTBD8	CDK5R1	CDK5R2	CHODL	CLCN4	CNGB1	CNTNAP2	CPT1C	CXADR	EPS8L1	FBP1	FNDC5	GPR22	HID1	HMX2	HS3ST5	IGFBPL1	IGLON5	MAB21L2	MTMR7	MYT1	NDUFA4L2	NRSN1	NXPH4	NYAP2	OLFM3	PHYHIPL	PLEKHA6	POU2F2	PPP1R1A	REM2	RPS6KL1	SGIP1	SLC5A7	SNX10	ST6GAL2	ST7	STX1A	SYNPO2	TAC3	TLE6	TM4SF4	TRIM36	TSHZ3	VSTM2A	YPEL4
HE_LIM_SUN_FETAL_LUNG_C7_TM4SF4_POS_PENK_POS_NEURON_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_LIM_SUN_FETAL_LUNG_C7_TM4SF4_POS_PENK_POS_NEURON_CELL	ACTL6B	AKR1C1	AKR1C2	AMER2	ARHGEF28	ARL4C	B3GNT4	BAIAP2	BBC3	CARMIL2	CASTOR2	CDK5R2	CELF4	CELF5	CHST1	CLCN4	DIRAS2	DLGAP1	DNER	DNM3	DPF1	DPP6	DTNA	DUSP26	EFNA3	ELAVL2	ELMO1	ENHO	ENTPD3	EPS8L1	ERC2	FAM241B	FSTL5	GATA3	GCHFR	GLCCI1	GNB5	GPR137C	GPR22	GPRC5B	GRIA3	GRM8	HMGCLL1	HOXB5	HRK	HTR3A	ICA1	ISL1	ISLR2	KCNQ5	LINGO2	MAB21L2	MAPT	MARCHF1	MIR7-3HG	MPP2	MPP3	MTUS1	NALF1	NOS1AP	NTNG1	OGDHL	PAK3	PENK	PIANP	PIRT	PLD5	PLPP4	PLPPR5	PNMA2	PNMA6A	POU2F2	PPP2R5B	PRSS3	PTGER3	PTGFR	PTPRG	RAB6B	RADIL	RASA4B	REEP1	REM2	RFTN1	RGS7	RND2	RYR2	SAMD14	SCML4	SCN2A	SCN3A	SEMA4F	SEZ6L	SH2D3C	SH3GL2	SLC18A3	SLC1A6	SLC2A1	SLC35G2	SLC38A1	SLC5A7	SMIM18	SORL1	SPINT2	ST7	SYNPO2	SYT5	TAC3	TG	TM4SF4	TMEM130	TMEM200C	TMOD1	TOX2	TSHZ3	TTC9B	VASH2	VSTM2A	VSTM2L	YPEL4	ZCCHC12	ZFHX2	ZFR2
HU_FETAL_RETINA_AMACRINE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_AMACRINE	ANK3	BEX1	CABP1	CCDC88A	CD24	CELF4	CFL1	CRABP1	DIRAS2	DLG2	DPYSL2	ELMOD1	FAT3	FBXW7	GAD2	GPM6A	GRIA2	GRIA4	INA	LHX9	LUC7L3	MAB21L1	MAP2	MARCKSL1	MEIS1	MEIS2	MGARP	MIR124-2HG	MIR181A1HG	MIR9-2HG	MLLT11	MYT1L	NNAT	NREP	NRP1	NRXN1	NRXN3	NSG2	PAX6	PCBP3	PPFIA2	RBFOX2	RCVRN	RERE	RGS8	RND3	RORB	RTN1	RUNX1T1	SCG3	SCN3A	SOX4	SRGAP3	SRRM4	STMN1	STMN2	SYT1	TAGLN3	TFAP2A	TFAP2B	TRIB2	TUBB2A	TUBB2B	ZNF385D
HU_FETAL_RETINA_BIPOLAR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_BIPOLAR	AANAT	ABCA7	AGAP1	AIPL1	ANK3	ATP1B2	ATP2B1	BTBD8	CA10	CABP2	CACNA1F	CADPS	CAMK2B	CCDC88A	CDHR1	CHN2	CKB	CRX	CRYAA	CRYBG3	CRYM	FAM171B	FRMD3	FSTL5	GNAT1	GNB3	GNG13	GPM6A	GPX3	GRM6	KCNMA1	KCNV2	LRTM1	MAP4	MAP7	MEG3	MIR124-1HG	MIR124-2HG	MIR9-1HG	MIR9-2HG	MPP4	NETO1	NEUROD1	NEUROD4	NFIB	NNAT	NR2E3	NRL	NRXN3	OTX2	PCBP3	PCBP4	PCP2	PDC	PLCD4	PLXDC1	PRDM8	PROM1	PROX1	RAX2	RCVRN	RD3	RIMS2	ROM1	RP1	SAG	SLC17A7	SLC1A7	SLC4A10	SNAP25	SRRM4	ST18	STX3	SV2B	SYP	SYT1	TCF4	TF	TFAP2B	TMEM176B	TMEM215	TRNP1	UNC119	VSX1	VSX2	WIF1	ZNF385B
HU_FETAL_RETINA_BLOOD	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_BLOOD	ABCB10	ADA	ADD3	ADIPOR1	AHSP	ALAD	ALAS2	ANK1	ANLN	ANP32B	ANXA1	ANXA2R	APOBEC3C	APRT	ARID3A	ARL4A	ATP5F1E	ATP5MF	AURKA	AURKB	B2M	BCL2L1	BGN	BIRC2	BIRC5	BLVRB	BPGM	BTF3	BUB1	C17orf99	CALM3	CAPNS1	CAT	CCND3	CCNDBP1	CD36	CDC42EP1	CDKN3	CENPF	CENPH	CENPW	CHPT1	CIT	CKS2	COL1A1	COL1A2	COL3A1	COX6B1	COX7B	CPED1	CPOX	CR1L	CREG1	CRNDE	CTSB	CTSC	CTSE	CTSL	CXCL12	CYP26A1	CYTOR	DCAF12	DCT	DCXR	DHFR	DMTN	EDN3	EDNRA	EIF1	EIF1AY	EIF2AK1	EIF3K	ELF1	ELL2	ELOB	ELOF1	EMCN	EMP3	EMX2	EPB42	EPOR	ERMAP	ESPN	FAH	FAM210B	FAXDC2	FBN2	FBXO7	FECH	FIS1	FTH1	FTL	FTLP2	FURIN	GALNT10	GALNT2	GATA1	GFI1B	GHITM	GLIPR2	GLRX5	GMPR	GNG11	GSTK1	GSTO1	GSTP1	GUK1	GYPA	GYPB	GYPC	GYPE	H2BC9	HBA1	HBA2	HBB	HBE1	HBG1	HBG2	HBM	HBQ1	HBZ	HBZP1	HCN3	HEMGN	HHEX	HINT2	HK1	HLA-E	HMBS	HPS1	HSF1	IQGAP2	ITM2A	KEL	KLF1	KLF3	LGALS1	LMO2	LXN	MELK	MGST1	MIR4435-2HG	MIR4458HG	MIR99AHG	MKI67	MPC2	MPP1	MRC2	MT-TL1	MT1E	MT1F	MT1G	MT1H	MT1X	MT2A	MTURN	MYH9	MYL4	MYL6	NAA50	NBAS	NCOA4	NDC80	NDUFB6	NFE2	NID1	NPL	NPRL3	NR1H2	NT5DC4	NUDT4	NUF2	OAZ1	OPTN	OSBP2	PCBD2	PCGF5	PCOLCE	PDCD10	PIM1	PIM2	PITX1	PKLR	PLXND1	PMEL	PODXL	POLR2L	PPOX	PPP1R15A	PRDX2	PRDX5	PRDX6	PRXL2A	PSMF1	PTTG1	RAP1GAP	RBM38	RBX1	RGCC	RGS10	RHAG	RHCE	RHOG	RIPOR3	RNASE1	RPA3	RPL29	RPL35	RPL36AL	RPS12	RPS2	RRM2	S100A4	S100A6	SEC62	SELENBP1	SERF2	SHLD1	SLC1A5	SLC22A4	SLC25A37	SLC25A39	SLC2A1	SLC39A8	SLC4A1	SMIM1	SMIM5	SNCA	SNORD3A	SNX22	SNX3	SPECC1	SPTA1	SPTB	ST6GALNAC1	STOM	STRADB	SYNGR2	TAL1	TALDO1	TCF19	TENT5C	TESC	TFRC	TGM2	TLCD4	TMA7	TMEM141	TMEM14B	TMEM14C	TMOD1	TMT1A	TNS1	TP53I3	TRAK2	TRIM56	TROAP	TSPAN32	TTLL12	TUBB1	TUBB6	TUBG1	TXNIP	TYMS	UBA52	UBAC1	UBB	UBE2C	UCP2	UFD1	UROD	UROS	USP15	UXT	VCF1	WASF2	WDR26	XK	YBX1	YBX3	YOD1	ZMAT2
HU_FETAL_RETINA_FIBROBLAST	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_FIBROBLAST	ADD3	AEBP1	AHNAK	ALCAM	ALDH1A2	ALX4	AMOTL1	ANGPT1	ANPEP	ANTXR1	ANXA2	ANXA5	APOD	ARHGAP28	ARHGAP29	B2M	BAMBI	BCAP29	BGN	BMP1	BTG2	C1R	C1orf54	C6orf89	CALD1	CALU	CAST	CCDC80	CCN1	CCN2	CCND2	CCNL1	CD248	CD81	CD99	CDC42EP1	CDC42EP3	CDH11	CEBPD	CENPW	CFI	CLIC1	CLIC4	CLMP	CMTM3	CNN3	COL1A1	COL1A2	COL21A1	COL27A1	COL3A1	COL4A1	COL4A2	COL4A5	COL5A1	COL5A2	COL6A2	COL6A3	CPED1	CPXM1	CREB5	CRTAP	CTSC	CTSK	CXCL12	CYBA	CYFIP1	CYP26A1	CYTH3	CYTL1	DAB2	DCN	DDR2	DHRS3	DKK2	DLC1	DNAJB1	DNM3OS	DOCK1	DSE	ECE1	ECI2	EDN3	EDNRA	EFEMP2	EFNB1	EFNB2	EGFL6	EGFL7	EGFR	EGR1	ELK3	EMCN	EMILIN1	EML4	EMP2	EMP3	EMX2	ENG	EPB41L2	EPHA3	EPHA7	EPHB4	EPS8	ERBIN	ESAM	ETS1	ETS2	EVA1B	EXTL2	F2R	FAM111A	FAM114A1	FBLIM1	FBLN1	FBN1	FBN2	FCGRT	FGFR1	FGFR2	FHL3	FKBP7	FKBP9	FLNA	FLNB	FLRT3	FN1	FOS	FOSB	FOXC1	FOXC2	FOXF2	FOXP1	FOXP2	FRMD4A	FRMD6	FST	FSTL1	FXYD5	GADD45B	GLT8D2	GMDS	GNG11	GNG12	GOLIM4	GPC4	GPX8	GSTO1	GUCY1A1	GYPC	H19	H2AJ	HAS2	HBA1	HBA2	HBE1	HBG2	HBZ	HERPUD1	HES1	HIC1	HIF3A	HLA-A	HLA-E	HMCN1	HMGA2	HSP90B1	HSPA5	ID1	ID3	IER2	IFI16	IFITM2	IFITM3	IGF2	IGFBP4	IGFBP5	IGFBP6	IGFBP7	IL11RA	IL6ST	IQGAP1	IRF1	ISG15	ITGA5	ITGB1	ITM2A	JAG1	JUN	JUNB	KANK2	KCNQ1OT1	KCTD12	KCTD15	KDELR2	KLF2	KLF4	LAMA1	LAMA4	LAMB1	LAMB2	LAMC1	LAMC3	LAPTM4A	LEPROT	LGALS1	LGI1	LIMA1	LOXL2	LPAR6	LRIG3	LRRC17	LTBP4	LUM	LUZP1	LY6E	MAFF	MAGED2	MAGT1	MCAM	MCL1	MDFIC	MDK	MEF2C	MEST	MFAP2	MFAP4	MIR99AHG	MMP2	MRC2	MSN	MT-TC	MT2A	MXRA5	MXRA8	MYH10	MYH9	MYL12A	MYL9	MYLIP	NCOA7	NDNF	NFIA	NFKBIA	NFKBIZ	NHERF2	NHS	NID1	NOTCH2	NOTCH3	NR2F2	NR3C1	NRP2	NUDT4	OAF	OGN	OLFML1	OLFML3	OSTC	P3H1	P3H4	PARVA	PCDH18	PCOLCE	PDGFRA	PDGFRB	PEAR1	PFN1	PGF	PHLDB2	PIEZO2	PITX1	PITX2	PLAC9	PLBD1	PLEKHG1	PLEKHH2	PLK2	PLPP3	PLS3	PLVAP	PLXNC1	PMP22	PPP1R15A	PRKAR1A	PRRX1	PRSS23	PTCH1	PTH1R	PTN	PXDN	RAB13	RAB34	RAMP2	RARB	RARG	RBMS1	RBMS3	RGS2	RHOC	RHOJ	RN7SL832P	RNU4-2	RNU4ATAC	ROCK2	RRBP1	RSPO3	S100A10	S100A11	S100A13	S1PR3	SCARA5	SCIN	SCUBE1	SDC1	SDC2	SEC24D	SERPINH1	SERTAD1	SHISA2	SIX1	SIX2	SLC25A37	SLC26A7	SLC2A3	SMAD3	SMARCA1	SMARCA2	SMIM7	SMTN	SNAI1	SNAI2	SNED1	SNHG18	SNORD3A	SNORD3B-2	SOCS3	SORBS3	SPARC	SPATS2L	SPON1	STING1	STK3	STOM	SULF1	SULT1E1	SVIL	SYNPO2	TBX18	TCEAL8	TCEAL9	TCF4	TCF7L1	TFPI	TGFB1I1	TGFBI	TGM2	THY1	TIMP1	TJP1	TLN1	TMEM119	TMEM204	TMEM263	TNS2	TP53I3	TPBG	TPM1	TPM2	TPM4	TPST1	TSPYL2	TUBB6	TUSC3	TWIST1	TXNIP	UACA	UTRN	VCAN	WASF2	WLS	WWTR1	ZFP36	ZFP36L1	ZFP36L2
HU_FETAL_RETINA_HORIZONTAL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_HORIZONTAL	ADD2	CACNG3	CD24	CNTNAP2	CRYGD	INA	JPT1	MAGI1	MEIS1	MGARP	MIAT	MIR124-1HG	MIR124-2HG	MLLT11	NDRG4	NNAT	NSG2	NTRK1	ONECUT1	ONECUT2	ONECUT3	PAX6	PLXNA2	PROX1	PTF1A	PTPRF	RORB	RTN1	SCN3A	SOX4	STMN1	STMN2	STMN4	SULF2	SYT4	TAGLN3	TFAP2A	TFAP2B	TUBA1A	TUBB2B
HU_FETAL_RETINA_MICROGLIA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_MICROGLIA	A2M	ABCG2	ABHD12	ABI3	ACTB	ACTR2	ACTR3	ACY3	ADAM28	ADAM9	ADAP2	ADORA3	AIF1	AKAP13	ALOX5	ALOX5AP	ANXA11	ANXA5	AOAH	AP1B1	APBB1IP	ARHGAP25	ARHGAP27	ARHGAP30	ARHGAP4	ARHGAP45	ARHGAP9	ARHGDIB	ARPC1B	ARPC2	ARPC3	ARPC5	ARRB2	ATF3	ATP6V0E1	ATP8B4	B2M	B3GNT5	BAG3	BHLHE41	BIN1	BIN2	BLNK	BTG2	C12orf75	C1QA	C1QB	C1QC	C3	C3AR1	CAP1	CAPZB	CASP1	CCL3L3	CCL4L2	CCNL1	CCR1	CD14	CD164	CD300A	CD36	CD37	CD4	CD53	CD74	CD83	CD84	CD86	CDKN1A	CEBPB	CEBPD	CHCHD7	CIB1	CLEC7A	CMTM6	CMTM7	CNPY3	COLGALT1	CORO1A	COTL1	CPED1	CPVL	CREG1	CSF1R	CSF2RA	CSF3R	CST3	CTSB	CTSC	CTSD	CTSS	CX3CR1	CXCL16	CXCL8	CYBA	CYBB	CYFIP1	CYRIB	CYTH4	DDX5	DNAJB1	DOCK10	DOCK2	DOCK4	DOCK8	DUSP1	EFHD2	ELF1	ENTPD1	ETS2	EVI2A	EVI2B	FCER1G	FCGR1A	FCGR2A	FCGR3A	FCGRT	FGD2	FGL2	FMNL3	FOLR2	FOS	FOSB	FPR1	FTL	FTLP2	FYB1	GADD45B	GAL3ST4	GAS6	GATM	GIMAP4	GLIPR1	GLRX	GLUL	GM2A	GMFG	GNA13	GNAI2	GNB4	GNG5	GPR183	GPR34	GPSM3	GPX1	GRB2	GRK2	GRN	GSN	H2AC19	HAVCR2	HCK	HCLS1	HCST	HERPUD1	HLA-A	HLA-B	HLA-C	HLA-DMA	HLA-DMB	HLA-DPA1	HLA-DRA	HLA-DRB1	HLA-E	HMOX1	HPGDS	HSPA1A	HSPA1B	IER5	IFI16	IFNGR1	IGSF6	IKZF1	IL10RA	IL13RA1	IL6R	IL6ST	INPP5D	IPCEF1	IRF8	ITGAM	ITGAX	ITGB2	ITM2B	ITPR2	ITSN2	JUNB	KCTD12	KIAA0930	KLF2	KLF3	KLF6	LAIR1	LAMP2	LAP3	LAPTM5	LAT2	LCP1	LCP2	LGALS9	LGMN	LILRB4	LIMS1	LINC00996	LIPA	LPAR5	LPAR6	LPCAT2	LPXN	LSP1	LST1	LY86	LY96	LYN	MAF	MBNL1	MED12L	MEF2A	MEF2C	MERTK	MFSD1	MGAT4A	MGST2	MILR1	MIS18BP1	MKNK1	MNDA	MOB1A	MPEG1	MS4A7	MSN	MYH9	MYL12A	MYLIP	MYO1F	MYO9B	NAA20	NCF4	NCKAP1L	NEAT1	NEK6	NFE2L2	NFKBIA	NFKBIZ	NINJ1	NPC2	NPL	NR4A2	OAZ1	OGFRL1	OLFML3	OLR1	OSTF1	OTULINL	P2RX4	P2RY12	P2RY13	PABPC1	PALD1	PARP14	PARVG	PCED1B-AS1	PFN1	PIP4K2A	PLAUR	PLCB2	PLD4	PLEK	PLEKHO1	PLSCR1	PLXDC2	PPP1R15A	PPP1R18	PPT1	PREX1	PRKCD	PRR13	PSAP	PTAFR	PTPRC	PTPRE	PYCARD	QKI	RAB31	RAC1	RAC1P2	RAP1A	RAP1B	RB1	RCSD1	RGS1	RGS10	RGS19	RGS2	RHBDF2	RHOA	RHOB	RHOG	RNA5SP151	RNASE6	RNASET2	RNF213	RPS6KA1	RUNX1	S100A11	SAMHD1	SAMSN1	SAT1	SCAMP2	SELPLG	SERP1	SFMBT2	SFT2D1	SGK1	SH2B3	SH3BGRL	SH3KBP1	SIGLEC10	SIPA1	SIRPA	SKAP2	SLA	SLC29A1	SLC2A3	SLCO2B1	SMAP2	SNX5	SORL1	SP100	SPI1	SPP1	SPRED1	SRGAP2	SRGAP2B	SRGN	ST6GAL1	STAB1	STING1	STK10	STK4	STXBP2	SUSD3	SWAP70	SYK	SYNGR2	TACC1	TAGAP	TAPBP	TBXAS1	TGFBR2	TLN1	TLR10	TLR4	TMBIM6	TMC6	TMEM52B	TMIGD3	TMSB4X	TMSB4XP4	TMSB4XP8	TMT1A	TNFRSF1A	TNFRSF1B	TPT1	TREM2	TRIM38	TUT7	TXNIP	TYMP	TYROBP	U1	UBC	UCP2	VAMP8	VAV1	VSIG4	VSIR	WAS	ZFP36	ZFP36L1	ZFP36L2	ZYX
HU_FETAL_RETINA_MULLER	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_MULLER	ANGPTL1	ATP1A2	BEX1	CCND1	CDC42EP4	CKB	CLU	CRYM	DKK3	FABP7	GAD2	GPM6B	HES1	IRF4	LGI4	MIR9-1HG	MIR9-2HG	MYO10	NCAM1	NNAT	PEA15	PLP1	PMEPA1	PRSS35	PTPRZ1	RASSF4	RCVRN	RTN4	SAT1	SEL1L3	SIX6	SLC1A3	SNRPG	SOX2	SPON1	SPP1	TF	TRIB2	TTYH1	VIM	WIF1	ZFP36L1
HU_FETAL_RETINA_PHOTORECEPTOR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_PHOTORECEPTOR	AANAT	AHI1	AIPL1	AKAP9	AMER2	ANKRD33B	ATP1B2	BAZ2B	BTBD8	CADPS	CAMK2B	CCDC181	CDHR1	CKB	CNGB1	CRX	DUSP1	EPB41L2	FABP7	FAM161A	FOS	FSTL5	GADD45G	GNAT1	GNB3	GNGT2	GRM6	H3-3B	H4C3	IMPG2	KCNV2	MAK	MIR124-1HG	MPP4	MRLN	NDRG1	NEUROD1	NEUROD4	NNAT	NR2E3	NRL	NTM	OTX2	PCBP4	PDC	PLEKHB1	PRDM1	PROM1	PRPH2	PTPN13	PTPRZ1	RAX2	RBP3	RCVRN	RIMS2	ROM1	RP1	SLC17A7	SLC1A7	SLC38A5	SNAP25	SOX4	SRRM4	SYT1	TERT	TMEM244	TPI1	TUBB4B	TULP1	UBXN4	UNC119	VAMP2
HU_FETAL_RETINA_RGC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_RGC	ACAT2	ACHE	ACLY	ACOT7	ACSL3	ACSL4	ACTL6B	ACTR10	ACTR1A	ADAM11	ADCY1	ADD2	ADGRG1	ADISSP	AFAP1	AKAP6	AKR1C1	AKR1C2	ALCAM	ALDOC	ANK2	AP3S1	APBB2	APLP1	ARL3	ARL6IP5	ARPC1A	ARPC3	ARPC5	ARPP19	ATAT1	ATCAY	ATL1	ATOH7	ATP5MK	ATP5PO	ATP6V1G2	ATP6V1H	BASP1	BEND5	BEX1	BLOC1S2	BMERB1	BNIP3	BNIP3L	BTBD10	C14orf132	CACNA1B	CACNB3	CADM1	CALB2	CALM2	CALM3	CASP3	CBLN2	CCDC112	CCDC184	CCT5	CD200	CD24	CDC42	CDKN2D	CDS2	CELF4	CEND1	CEP15	CEP170	CETN2	CHGB	CHN1	CHRNA3	CHRNB3	CNR1	CNRIP1	CNTN2	COMTD1	CORO2A	COX17	COX6A1	CPLX2	CPNE4	CPNE9	CRABP1	CRABP2	CRIP2	CRMP1	CRNDE	CTNNA2	CXADR	CXCR4	CYCS	DACH1	DACH2	DBI	DBN1	DBNDD1	DCC	DCDC1	DCLK1	DCTN2	DCTN3	DCX	DDAH2	DLL3	DNER	DPYSL2	DPYSL3	DPYSL4	DPYSL5	DSTN	DTD1	DYNC1H1	DYNC1I2	DYNC1LI1	DYNC1LI2	DYNLRB1	DYNLT1	DYNLT3	EBF1	EBF3	EBP	EDIL3	EIF1B	ELAVL2	ELAVL3	ELAVL4	ENO2	EPHA5	EPHB1	EPS8L1	ETFB	FABP3	FABP5	FABP5P7	FAM162A	FAM171B	FAM229B	FAM241B	FAR2	FASN	FAXC	FDFT1	FDPS	FEZ1	FGF13	FHL1	FIBP	FKBP1B	FKBP3	FNBP1L	FNDC5	FSD1	FXYD6	FXYD7	FYN	GABARAPL2	GABBR2	GAP43	GAPDH	GDAP1	GDAP1L1	GDI1	GET1	GFRA2	GLRX	GNAI1	GNAO1	GNG2	GPI	GRB2	GRIA2	GSTA4	GTF2A2	H3P16	H3P6	HCFC1R1	HDAC2	HEY1	HMGCR	HMGCS1	HSPA12A	IDH1	IDI1	INA	INSIG1	IRX2	IRX3	ISL1	ISLR2	ITGB1BP1	JAKMIP2	JPT1	JUP	KCTD16	KIDINS220	KIF3A	KIF3C	KIF5A	KIF5C	KIFAP3	KLC1	KLF7	KLHDC8A	KLHL1	KLHL35	KPNA2	L1CAM	LCOR	LDHA	LDOC1	LNPK	LRFN5	LRRN3	LSS	MAGED4B	MAP1B	MAP1LC3B	MAP2	MAP4	MAP6	MAPK10	MAPRE2	MAPT	MEAF6	MEIS3	MFSD10	MGST3	MIAT	MLLT11	MORF4L2	MSMO1	MTCH2	MVD	MYCN	MYL12B	MYO1B	NAGK	NAV1	NAV2	NCAM1	NCAN	NDRG4	NDUFA12	NDUFB8	NDUFS4	NEFL	NEFM	NELL2	NHLH2	NICOL1	NIPSNAP3A	NKAIN1	NKAIN4	NLN	NME1	NMNAT2	NOP10	NOVA2	NPDC1	NRCAM	NRN1	NSG1	NTRK1	OCIAD2	OLFM1	OPTN	PAFAH1B3	PAK5	PAPSS1	PBX3	PCMT1	PCSK1N	PCSK2	PDE6D	PDK1	PFDN2	PFDN4	PFKFB3	PGAM1	PGK1	PGM2L1	PHACTR3	PHYHIPL	PKIA	PLPPR1	PLXNA3	PNMA1	PNMA2	POLR2K	POU4F2	POU6F2	PPIAP22	PPP1R14B	PPP1R1A	PPP1R1C	PPP2R1A	PPP2R2B	PRDX5	PRMT2	PRPH	PRRT2	PRUNE2	PSENEN	RAB10	RAB2A	RAB31	RAB33A	RAB3A	RAB3B	RAB6A	RAB6B	RABAC1	RALGDS	RALYL	RAP1GDS1	RBFOX2	RBFOX3	RBPMS	RBPMS2	RBX1	RCN1	REEP1	RGMB	RGS10	RIT2	RND3	RNF5	ROBO2	RTL8C	RTN1	RTN3	RTN4	RUFY2	RUFY3	RUNDC3B	RUSC1	RXRG	S100A10	SBK1	SCD	SCG3	SCG5	SCN3A	SCN9A	SCOC	SEC11C	SEC61G	SEMA6A	SEZ6L	SEZ6L2	SGCB	SH3BGRL2	SH3BGRL3	SLC17A6	SLC2A6	SLC35F1	SLC38A1	SLIT1	SMAD9	SMIM18	SMS	SNAP25	SNCA	SNCG	SOX11	SQLE	SRGAP1	SRI	SRP9	SST	STARD3NL	STMN1	STMN2	STMN3	STMN4	STX1A	STX7	STXBP1	SVBP	SYT1	SYT13	SYT4	SYT5	SYT7	TAC1	TAF9	TAGLN3	TBCB	TBPL1	TCEAL7	TCP1	TENM3	TFAP2D	TLE4	TMEFF2	TMEM14A	TMEM35A	TMEM50A	TMEM59L	TMEM97	TMOD2	TMSB10	TMSB15A	TMSB4X	TMSB4XP4	TOX2	TP53I11	TPD52	TPM3	TPPP3	TRAPPC1	TRIM36	TSC22D1	TSPAN7	TTC9B	TUBA1A	TUBB	TUBB2A	TUBB2B	TXN	TXNDC17	UBE2D1	UBE2E2	UBE2L6	UCHL1	VAT1	VBP1	VDAC2	VDAC3	VKORC1	VPS72	VSTM2L	WASF1	WDR47	XPR1	YWHAG	YWHAH	YWHAQ	YWHAZ	ZC2HC1A	ZCCHC17	ZMIZ1	ZNF804A
HU_FETAL_RETINA_RPC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_RPC	AHI1	ALDH1A1	ANP32E	ARRDC3	ATAD2	ATOH7	AURKB	C19orf48P	CCDC34	CCNB2	CCND1	CDCA7	CDH11	CDK1	CENPF	CENPK	CENPM	CENPU	CHD7	CKB	CKS1B	CKS2	CLRN1	COL2A1	COL9A1	CPAMD8	CRABP1	CRB1	CRYAA	DAPL1	DEK	EML1	FGF19	FIGN	FOXN4	FZD5	GINS2	GMNN	H2AZ1	H4C3	HELLS	HES1	HMGA1	HMGB2	HMGN2	HMGN3	HNRNPA1L3	ID1	ID2	ID3	IFITM3	LGR4	LGR5	LMAN1	LRP2	MAB21L1	MAD2L1	MCM2	MCM3	MCM4	MCM5	MCM7	MDK	MEIS1	MEST	MIS18BP1	MSI2	NAP1L1	NASP	NUSAP1	ODC1	PCDH7	PCLAF	PCNA	PIMREG	PLEKHA1	PLPP3	PTTG1	RAB31	RAN	RAX	S1PR3	SCUBE3	SFRP2	SHISA2	SIX6	SLF1	SNRPB	SNRPG	SORCS1	SOX2	SPP1	SRSF2	SRSF7	TBX2	TMSB15A	TOP2A	TOX	TYMS	UBE2C	UBE2T	UHRF1	VIM	VSX2	ZFP36L1	ZIC2	ZWINT
HU_FETAL_RETINA_RPE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_FETAL_RETINA_RPE	ABCA4	ABCC5	ABHD2	ACOT11	ADAMTSL3	ALDH1A3	APLP2	APOE	APP	ASAH1	ASB13	ATP6V1C2	B2M	BACE2	BCAS4	BEST1	BHLHE40	BIRC7	BMP2	BMP4	BMP7	BSG	C1S	CA14	CALD1	CANX	CCBE1	CCDC80	CCND2	CD63	CDO1	CDR2	CLDN19	CLIC6	CNDP1	COL18A1	COL1A2	COL27A1	COL8A1	COL8A2	COL9A2	COLEC12	CPEB4	CPVL	CPXM2	CRIM1	CRISPLD1	CRTAP	CST3	CTNNAL1	CTSD	CTSH	CTSV	CYP27A1	CYP2W1	DCDC2	DCT	DDR2	DHRS3	DPP7	DRD4	DSG2	ECHDC2	EFEMP1	ELN	ELOVL7	EMP2	ENPP2	ENTREP1	EZR	FAM107A	FAM13A	FAM174B	FBN1	FGFR2	FGFR3	FGFRL1	FLRT2	FNIP2	FRZB	FSTL1	FYB2	GALNT1	GALNT10	GEM	GJA1	GNG11	GNS	GOLGA4	GPNMB	GPR143	GPR180	GPRC5C	GSTP1	GULP1	HMGA2	HSBP1L1	HSD17B14	HSD17B2	HSPB1	ID3	IGFBP5	IGFBP7	INPP5K	IQGAP2	ITGA6	ITGAV	ITM2B	ITPKB	KLHL3	KRT18	KRT8	LAMB2	LHX2	LIN7A	LIPG	LITAF	LOXL1	LPL	LRAT	LRATD2	LTBP1	LTBP3	LYPD1	MARVELD1	MET	MFAP3L	MGST1	MITF	MLANA	MORN1	MT-ATP6	MT-ATP8	MT-CO1	MT-CO2	MT-CO3	MT-CYB	MT-ND1	MT-ND2	MT-ND3	MT-ND4	MT-ND5	MT-ND6	MT-RNR1	MT-RNR2	MTATP6P1	MTCO1P12	MTCO1P40	MTCO2P12	MYL9	MYO5C	MYRF	NBPF14	NBPF19	NCCRP1	NCOR2	NEAT1	NET1	NFE2L1	NHERF1	NMRK2	NOG	NOTCH2	NPC2	NPFFR1	NPIPB5	NUCB1	OSBPL1A	OTX2	PARD6B	PBXIP1	PCOLCE2	PCP4	PDGFC	PDGFRB	PDLIM5	PDPN	PEX7	PGM5	PGM5-AS1	PHACTR2	PLAAT3	PLAC9	PLCE1	PLD5	PLS3	PLTP	PLXNB2	PMEL	PPARGC1A	PRDM16	PRDM16-DT	PRKCQ	PRNP	PRXL2A	PSAP	PSAT1	PTGDS	PTPN14	PXDN	QPRT	RAB27A	RAB38	RASSF8	RBM47	RFLNB	RGR	RLBP1	RNASE1	RPE65	SCARB1	SDC2	SDCBP	SEC14L2	SEMA3B	SEMA3C	SERPINF1	SERPINH1	SESN3	SFRP1	SFRP5	SGK1	SLC16A8	SLC22A8	SLC29A4	SLC2A1	SLC35D3	SLC38A11	SLC38A8	SLC39A12	SLC3A2	SLC45A2	SLC4A4	SLC5A6	SLC6A13	SLC6A20	SLC7A2	SLC7A5	SLC7A6	SLC7A8	SMAD3	SMC6	SNHG25	SOSTDC1	SPARC	STRA6	STRIP2	STT3B	SULF1	TACC1	TEX2	TFPI2	TIMP2	TIMP3	TMEM164	TMEM205	TMEM245	TMEM98	TNFRSF14	TNS3	TPD52L1	TPM1	TPM2	TPP1	TPRN	TRPM1	TRPM3	TSKU	TSPAN10	TSPAN4	TTLL4	TTR	TTYH3	TYR	TYRP1	UACA	UBAP1L	UTRN	VAT1L	VEGFA	VEGFB	VEPH1	VIM	WFDC1	WLS	WNT2B	WWC1	WWTR1	YAP1	ZFP36L2	ZNF503
JONES_OVARY_ENDOTHELIAL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JONES_OVARY_ENDOTHELIAL	A2M	ABLIM1	ACTN4	ADCY4	ADGRF5	ADGRL4	AFAP1L1	ANGPT2	AP1S2	APLNR	APOD	AQP1	ARHGAP18	ARHGAP29	ARL4A	B2M	BCAM	BEX3	BGN	C1orf115	CALCRL	CALM1	CAV1	CAV2	CAVIN1	CAVIN3	CCL14	CCN2	CD151	CD34	CD59	CD74	CD93	CDH5	CDKN1C	CLDN5	CLEC14A	COX7A1	CRIM1	CRIP2	CSRP1	CTHRC1	CYYR1	DIPK2B	DOCK9	DSTN	DUSP6	DYSF	ECSCR	EFNA1	EGFL7	EGLN1	EHD4	ELK3	EMCN	EMP1	EMP2	ENPP2	EPAS1	EPHX1	ERG	ESAM	ETS1	ETS2	FAM43A	FLI1	FLT1	GIMAP4	GIMAP7	GIMAP8	GJA4	GNG11	GPIHBP1	HLA-B	HLA-C	HLA-DPB1	HLA-DRA	HLA-DRB1	HLA-E	HLA-F	HSPG2	ICAM2	IFI27	IFITM2	IFITM3	IGFBP2	IGFBP4	IGFBP7	ITGA1	ITGA6	ITGB1	ITM2A	JAG1	KCTD12	KDR	LDB2	LEPR	LIFR	LIMS1	LMNA	LMO2	MARCKSL1	MCAM	MECOM	MEF2C	MGP	MGST2	MMRN2	MT1E	MYCT1	MYH9	NFIB	NFIC	NOSTRIN	NOTCH4	NRGN	NUAK1	NUPR1	OAZ2	PALM2AKAP2	PALMD	PCAT19	PCDH17	PDGFB	PDLIM1	PECAM1	PKIG	PLK2	PPP1R12A	PREX2	PRSS23	PTP4A3	PTPRB	RAMP2	RBP7	RHOB	RNASE1	ROBO4	RRAS	S1PR1	SASH1	SELENOP	SELENOW	SHANK3	SLCO2B1	SMAD1	SNRK	SOX18	SPARCL1	SRGN	TCEAL9	TGFBR2	TIE1	TIMP3	TINAGL1	TJP1	TM4SF1	TM4SF18	TMEM88	TNFSF10	UTRN	VWF
JONES_OVARY_GRANULOSA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JONES_OVARY_GRANULOSA	ADCK2	ALDH18A1	AMH	ANKRD6	ANXA6	APOBEC3C	ATP5IF1	BEX1	BUB1	CCDC69	CCND2	CD99	CDH2	CDH3	CEACAM21	CENATAC	CHGB	CKAP2	CKB	CORO2A	CRHBP	DAG1	DHH	FAM110C	FAM78A	FHOD3	FOXL2	FSCN1	FST	GREM1	H1-3	H1-5	H2AC11	H2AC19	H2AC8	H2BC10	H2BC5	H2BC8	H2BC9	H3C13	H3C15	H3C2	H3C6	H3C7	H3C8	H4C12	H4C15	H4C6	HDHD3	HMGB2	HS6ST1	HSD17B1	HSPG2	IFI27	IHH	INHBB	ITGB1	LAMA1	LIMS2	LMBR1L	LPL	LRP5	LY6E	MAGED2	MEX3B	MFAP2	MYO10	NECTIN1	PLEKHH1	PPP1R13B	PPP1R13L	PRAME	PRKAR2B	PRR15	PRRT1	PRSS23	PSMA3	PTGES	RALB	RBP1	REEP6	RIMS4	SERPINE2	SFXN3	SLC16A1	SLC47A1	SPINT2	SRPX	ST6GAL2	STMN1	STMN3	TNNI3	TSPAN7	VCAN	VEGFA	VPS8
JONES_OVARY_MACROPHAGE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JONES_OVARY_MACROPHAGE	A2M	ABCA8	ACSM3	ACTA2	ACTB	ACTN4	ADCY4	ADGRL4	AEBP1	AFAP1L1	ALDH7A1	AP1S2	APLNR	APOD	APOE	AQP1	ARHGAP18	ARHGAP29	ARHGEF17	ARL4A	ARX	BCAM	BEX3	BGN	BNC2	C11orf96	C1S	C1orf115	C7	CALCRL	CALD1	CALM2	CAV1	CAV2	CAVIN1	CAVIN3	CCDC80	CCL14	CCN2	CCN5	CD151	CD59	CD74	CD9	CD93	CDH11	CDH5	CDKN1C	CFH	CHCHD10	CLDN11	CLDN5	CLEC14A	CLSTN2	CMYA5	COL6A1	COL6A2	CSRP1	CTHRC1	CTSF	CTSK	CXCL12	CYB5A	CYYR1	DBNDD2	DDR2	DUSP6	DYSF	ECSCR	EGFL7	EGLN1	EHD4	ELK3	EMCN	EMILIN1	EMP1	EMP2	ENPP2	EPAS1	EPHX1	ETS2	FBN1	FGF7	FHL2	FILIP1L	FLI1	FLT1	FOXL2	FRZB	FXYD1	GIMAP4	GIMAP8	GJA4	GNG11	GPX3	GREB1	GSTM3	GUCY1A1	GUCY1A2	GUCY1B1	H2AJ	HES4	HLA-B	HLA-DPB1	HLA-DRA	HLA-DRB1	HTRA1	HTRA3	ICAM2	IFI27	IFITM2	IFITM3	IGFBP2	IGFBP4	IGFBP5	IGFBP7	IMPDH2	ISLR	ITGA7	ITGB1	JAG1	KANK2	KCTD12	KDR	KLHDC8A	KRT19	LEPR	LGALS1	LGALS3BP	LIMS1	LMNA	LMO2	LRRC17	MAP1B	MARCKSL1	MDK	MEF2C	MEG3	MFAP4	MFGE8	MGP	MGST2	MIR99AHG	MMP2	MT1E	MT2A	MUSTN1	MXRA8	MYH9	MYL6	MYL9	MYLK	NDN	NDRG2	NDUFA4L2	NFIB	NFIC	NOTCH3	NOTCH4	NR2F1	NR2F2	NRGN	NUAK1	NUPR1	OAZ2	OBSL1	OGN	OLFML3	OSR2	PALLD	PALM2AKAP2	PALMD	PCAT19	PCDH17	PDGFB	PDGFRB	PECAM1	PEG10	PEG3	PKIG	PLAC9	PLK2	PLPP3	PLTP	PPP1R12A	PPP1R14A	PRELP	PRKG1	PTPRB	RAMP2	RARRES2	RASL12	RBP1	RBP7	RGS5	RHOB	RHOBTB3	RNASE1	RNASE4	RRAS	S100A11	SASH1	SCD5	SDC2	SELENOP	SEPTIN4	SERPINE2	SERPINF1	SERPING1	SGCE	SHANK3	SLC40A1	SLCO2B1	SMAD1	SNHG32	SOD3	SOX18	SOX4	SPRR2F	SRGN	ST13	STAR	SULF2	SVIL	TAGLN	TCEAL1	TCEAL4	TCEAL9	TCF21	TGFBR2	TIE1	TJP1	TM4SF1	TM4SF18	TMEM88	TMEM98	TNFSF10	TNS1	TPM1	TPM2	TSHZ2	UTRN	WNT6
JONES_OVARY_MAST_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JONES_OVARY_MAST_CELL	ADGRF5	ANGPT2	ARHGAP18	ARL4A	BCAM	CAV1	CAV2	CD59	CD9	COX7A1	CRIM1	DDR2	EPB41L4A-AS1	ERG	FBLN1	FXYD1	GJC1	GSTM3	H2AJ	HES4	HSPG2	JAG1	KRT19	LDB2	MYL6	PALLD	PALM2AKAP2	PDLIM1	PKIG	PLAC9	RASL12	RHOBTB3	RRAS	S100A11	SCD5	SELENOW	SEPTIN4	SOD3	SOX4	TCEAL1	TCEAL4	TIE1	TIMP3	TINAGL1	TM4SF1	TNS1	TSHZ2
JONES_OVARY_NK_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JONES_OVARY_NK_CELL	ABLIM1	ACTA2	ACTB	ACTN4	ADAMTS5	ANGPT2	B2M	BCAM	BNC2	CALM1	CAV1	CAV2	CCDC102B	CCDC80	CCN2	CCN5	CD34	CFH	COL14A1	COL1A1	COL6A2	COL6A3	CRIM1	CRIP1	CRIP2	CTSK	CYB5A	DSTN	ECSCR	EGLN1	EPB41L4A-AS1	ESAM	ETS1	FAM43A	FBN1	GIMAP4	GIMAP7	GJA4	GJC1	GUCY1A1	GUCY1A2	HLA-B	HLA-C	HLA-E	HLA-F	HSPG2	ICAM2	IFITM2	IGFBP7	ISYNA1	ITGA6	ITGB1	ITM2A	KLHDC8A	LBH	LDB2	LEPR	LIFR	LUM	MATN2	MFGE8	MMP23B	MT2A	MYH9	NDUFA4L2	NOTCH3	NOTCH4	OGN	PALMD	PCAT19	PDGFRB	PDLIM1	PEG3	PLAC9	PPP1R12A	PREX2	PRSS23	RAMP2	RARRES2	S1PR1	SELENOW	SMOC2	SNRK	SPARCL1	SRGN	TGFBR2	TIE1	TPM2	UTRN
JONES_OVARY_OOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JONES_OVARY_OOCYTE	ACTL8	ADAP1	BAIAP2L1	BPGM	BRI3	C6orf52	CDCA7L	CDK7	CTRB2	DCDC2	DLGAP5	DNAJA1	DPPA3	EIF4ENIF1	EPCAM	ERO1B	ESCO2	ESRP1	EZR	FDFT1	FIGLA	FOXR1	GDI2	GPM6B	GYG1	H1-1	H2AC19	H2BC1	H2BC12L	HSP90AA1	ITGA4	JAZF1	KPNA7	LHX8	NCK2	NDE1	NLRP13	NLRP2	NLRP4	NLRP5	NLRP9	NTN1	ODC1	OOSP2	OR2T27	OR2T35	OSBPL10	PADI6	PAIP1	PDCD5	PFDN2	PFKP	PROSER1	RALB	REC114	RGS2	SAP18	SHD	SMS	STK24	SYTL3	TDRD1	THYN1	TKTL1	TRAF2	TUBB8	UBB	UCHL1	UHRF1	UPB1	WEE2	WFDC2	ZAR1	ZFAND2A	ZP3	ZP4
JONES_OVARY_PERICYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JONES_OVARY_PERICYTE	A2M	ACTA2	ACTB	ACTN4	ADAMTS5	ADCY4	ADGRF5	ADIRF	ANGPT2	ARHGAP29	ARHGEF17	B2M	BCAM	BEX3	BGN	C11orf96	CALD1	CALM1	CALM2	CAV1	CAV2	CAVIN1	CAVIN3	CCDC102B	CCDC80	CCN2	CD151	CD59	CD9	CDKN1C	CHCHD10	COL12A1	COL14A1	COL1A1	COL6A1	COL6A2	COL6A3	COX7A1	CRIM1	CRIP1	CRIP2	CSRP1	CTHRC1	CTSF	DBNDD2	DDR2	DSTN	EGLN1	EMILIN1	EMP2	EPAS1	EPB41L4A-AS1	EPHX1	ESAM	ETS1	ETS2	FBN1	FILIP1L	FLT1	FRZB	FXYD1	GJA4	GJC1	GNG11	GPX3	GSTM3	GUCY1A1	GUCY1A2	GUCY1B1	H2AJ	HES4	HLA-B	HLA-C	HLA-F	IFI27	IFITM2	IFITM3	IGFBP2	IGFBP4	IGFBP5	IGFBP7	IMPDH2	ISYNA1	ITGA1	ITGA7	ITGB1	JAG1	KANK2	LBH	LDB2	LGALS1	LGALS3BP	LIMS1	LMNA	LTBP4	MAP1B	MCAM	MEF2C	MEG3	MFGE8	MGP	MGST2	MT1E	MT2A	MUSTN1	MXRA8	MYH9	MYL6	MYL9	MYLK	NBL1	NDN	NDRG2	NDUFA4L2	NFIB	NOSTRIN	NOTCH3	NR2F2	NRGN	NUPR1	OAZ2	PALLD	PALM2AKAP2	PDE1A	PDGFRB	PDLIM1	PKIG	PLAC9	PLPP3	PPP1R12A	PPP1R14A	PRKG1	PRSS23	PTP4A3	RARRES2	RASL12	RGS5	RHOB	RNASE4	RRAD	RRAS	S100A11	SASH1	SDC2	SELENOP	SELENOW	SEPTIN4	SERPING1	SGCE	SLC40A1	SLC7A2	SMOC2	SNRK	SOD3	SPARCL1	ST13	TAGLN	TBX2	TBX2-AS1	TCEAL1	TCEAL4	TCEAL9	TGFBR2	TIMP3	TINAGL1	TJP1	TM4SF1	TNS1	TPM1	TPM2	UTRN	WNT6
JONES_OVARY_STROMAL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JONES_OVARY_STROMAL	ABCA8	ABLIM1	ACSM3	ACTA2	ADAMTS5	ADIRF	AEBP1	ALDH7A1	APOD	APOE	ARX	BEX3	BGN	BNC2	C11orf96	C1R	C1S	C7	CALD1	CALM2	CAV1	CAV2	CAVIN1	CAVIN3	CCDC80	CCN5	CD151	CD59	CDH11	CDKN1C	CFH	CLDN11	CLSTN2	CMYA5	COL12A1	COL14A1	COL1A1	COL6A1	COL6A2	COL6A3	CSRP1	CTSF	CTSK	CXCL12	CYB5A	DCN	DDR2	DSTN	EMILIN1	EMP2	EPB41L4A-AS1	EPHX1	FBLN1	FBN1	FGF7	FHL2	FILIP1L	FOXL2	FRZB	FXYD1	GNG11	GPX3	GREB1	GSTM3	HTRA1	HTRA3	IFITM3	IGFBP2	IGFBP4	IGFBP5	IGFBP7	IMPDH2	ISLR	ISYNA1	ITGB1	KANK2	KLHDC8A	KRT19	LGALS1	LGALS3BP	LMNA	LRRC17	LTBP4	LUM	MAP1B	MARCKSL1	MATN2	MDK	MEG3	MFAP4	MFGE8	MGP	MIR99AHG	MMP2	MMP23B	MXRA8	MYL9	MYLK	NBL1	NDN	NDRG2	NFIB	NFIC	NR2F1	NR2F2	NUPR1	OBSL1	OGN	OLFML3	OSR2	PALLD	PDGFRA	PDGFRB	PEG10	PEG3	PKIG	PLPP3	PLTP	PPP1R14A	PRELP	PRSS23	RAMP2	RARRES2	RBP1	RHOBTB3	RNASE4	SCD5	SDC2	SELENOP	SELENOW	SERPINE2	SERPINF1	SERPING1	SGCE	SLC40A1	SLC7A2	SMOC2	SNHG32	SOD3	SOX4	SPARCL1	SPRR2F	ST13	STAR	SULF2	SVIL	TAGLN	TCEAL1	TCEAL4	TCEAL9	TCF21	TMEM98	TNS1	TPM1	TPM2	TSHZ2
JONES_OVARY_THECA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JONES_OVARY_THECA	ADAMTS12	ALAS1	ANPEP	APOC1	APOE	BGN	BTNL9	CALB2	CHST2	CILP	COL15A1	COL1A1	COL1A2	COL3A1	CREB3L1	CYP11A1	CYP17A1	DHCR24	DLK1	ENC1	FDX1	GRAMD1B	HMGCS1	HSD3B2	IDI1	IGF2	INSL3	LAMA4	LAMB1	LDLR	LSP1	MGST1	MSMO1	MT2A	MVD	PAPSS2	PRPS2	PTCH2	REN	S100A13	S100A16	S100A6	SCARB1	SPARC	THY1	UCHL1
JONES_OVARY_T_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JONES_OVARY_T_CELL	ABCA8	ABLIM1	ACSM3	ADGRL4	ADIRF	AEBP1	APOD	B2M	C1R	C1S	C7	CALM1	CAVIN1	CCDC80	CD34	CDH11	CFH	CLEC14A	CLSTN2	CMYA5	COL12A1	COL14A1	COL1A1	COL6A1	COL6A3	CRIM1	CRIP1	CRIP2	DCN	DOCK9	DSTN	EFNA1	EPAS1	EPB41L4A-AS1	ETS1	FAM43A	FBLN1	FGF7	FOXL2	FXYD1	GIMAP7	GNG11	HLA-B	HLA-C	HLA-E	HLA-F	IGFBP2	IGFBP5	ISLR	ISYNA1	ITGA1	ITGA6	ITM2A	LBH	LIFR	LRRC17	LTBP4	LUM	MCAM	MDK	MECOM	MFAP4	MFGE8	MMRN2	MXRA8	MYCT1	MYLK	NBL1	NOSTRIN	PDE1A	PDGFRA	PEG10	PTP4A3	ROBO4	RRAD	SCD5	SERPINE2	SGCE	SLC7A2	SMOC2	SNHG32	SNRK	SOX18	SPARCL1	SVIL	TBX2	TBX2-AS1	TIMP3	TINAGL1	TM4SF18	VWF
LAKE_ADULT_KIDNEY_C10_THIN_ASCENDING_LIMB	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C10_THIN_ASCENDING_LIMB	ACADVL	ACSL4	ACTG1	ACTR2	ADAM10	ADAMTS1	ADGRG1	ALDOA	ANKRD10	ANXA2	ANXA5	APLP2	APP	ARF1	ARFGAP3	ARPC1B	ATP1A1	ATP5F1A	ATP5F1B	ATP5F1C	ATP5F1E	ATP5MC3	ATP6V0B	ATP6V0E1	B2M	BACE2	BCL6	BTF3	BTG1	C6orf62	CACNA2D3	CALM1	CANX	CAPN2	CBR1	CCDC186	CCT3	CCT6A	CD164	CD24	CD44	CD46	CD59	CD63	CD74	CD81	CDC42BPA	CDH16	CEBPD	CIB1	CLDN10	CLDN10-AS1	CLINT1	CNBP	CNDP2	CNN3	COX4I1	COX5B	COX7C	CPD	CPM	CRYAB	CSDE1	CTNNA1	CTSB	CXXC5	CYCS	CYSTM1	DBI	DDX5	DEK	DEPTOR	DIAPH1	DNAH5	DNAJA1	DSTN	DUSP23	EEF1A1	EEF1D	EEF2	EFNA5	EID1	EIF1	EIF4A2	EIF4G2	EIF5	ELF3	EMP1	ENO1	EPCAM	EPRS1	ERRFI1	FAM135A	FAU	FCHO2	FNIP2	FTH1	FTL	G0S2	GADD45B	GAPDH	GCC2	GDF15	GHITM	GNAI1	GNAS	GOLM1	GPX1	GSPT1	GSTP1	H3-3B	HADHA	HADHB	HIF1A	HINT1	HIPK3	HLA-A	HLA-B	HLA-E	HNRNPA2B1	HNRNPA3	HNRNPDL	HNRNPM	HNRNPR	HNRNPU	HSBP1	HSP90AA1	HSP90AB1	HSP90B1	HSPA8	HSPA9	HSPD1	HSPH1	ID2	IDH2	IER3	IFITM2	IFITM3	IQGAP1	ITGA2	ITGB1	ITGB6	ITM2B	ITM2C	ITPR2	IVNS1ABP	JAK1	JTB	KIF5B	KNG1	KRT18	KRT7	LAMTOR5	LAPTM4B	LDHA	LDHB	LINC01320	LINC01503	LITAF	LRP10	LRRFIP1	MAOA	MCL1	MGLL	MKLN1	MRFAP1	MT2A	MTCH1	MTUS1	MYL12A	MYL12B	MYL6	NAMPT	NARS1	NCL	NCOA7	NDUFA4	NEK10	NORAD	NPM1	NRXN3	NUFIP2	OCIAD1	OSBPL3	OSMR	PABPC1	PANTR1	PAPOLA	PCBP1	PDIA3	PDIA6	PEBP1	PFDN5	PFKFB3	PGK1	PITPNC1	PKM	PLEKHA1	PLOD2	PLPP3	PLSCR1	PNPLA8	PNRC1	PON2	PPA1	PPIA	PPP2R3A	PRDM16-DT	PRDX1	PRDX6	PRKD1	PSAP	PSMA7	PSMB1	PTGES3	PTMA	PTPN11	PTTG1IP	RACK1	RALGAPA2	RAN	RARRES2	RASD1	REEP5	RHOA	RIMS2	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL15	RPL18	RPL19	RPL21	RPL24	RPL3	RPL30	RPL31	RPL32	RPL35	RPL37A	RPL4	RPL41	RPL5	RPL6	RPL7	RPL7A	RPL8	RPL9	RPLP0	RPLP1	RPLP2	RPS11	RPS12	RPS13	RPS14	RPS15	RPS16	RPS17	RPS18	RPS19	RPS2	RPS20	RPS23	RPS24	RPS25	RPS27	RPS27A	RPS28	RPS29	RPS3A	RPS4X	RPS5	RPS6	RPS7	RPS8	RPS9	RPSA	RRBP1	S100A10	S100A11	S100A6	SARAF	SASH1	SAT1	SDCBP	SEC14L1	SELENOW	SEPTIN7	SERBP1	SERF2	SERPINA1	SERPING1	SF3B1	SIM2	SKAP2	SLC16A7	SLC25A3	SLC25A5	SLC38A2	SLC4A7	SLPI	SNX10	SOD1	SOD2	SPP1	SPPL2A	SRP14	SRSF3	STAT3	STK24	TACSTD2	TAF7	TAX1BP1	TCIM	TFPI	TGM2	TIMP1	TM9SF3	TMBIM6	TMEM59	TMF1	TNFSF10	TNS3	TOP2B	TPI1	TPST1	TPT1	TSC22D1	TXNIP	UBA52	UBB	UBC	UBE2D3	UBXN4	UMOD	UQCRB	UQCRFS1	VMP1	VPS13C	WFDC2	XRCC5	YBX1	YBX3	YWHAB	ZC3H11A	ZC3H15	ZFAND5	ZFP36L2	ZMYND8
LAKE_ADULT_KIDNEY_C11_THIN_ASCENDING_LIMB	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C11_THIN_ASCENDING_LIMB	ACADVL	ADAM10	ADAMTS1	ADAMTS9	ADK	AFF1	AHI1	ALDH1A2	ARHGAP24	ARHGEF28	ARHGEF3	ASCC3	ATP1A1	BCL6	BICC1	BRD10	BRWD1	C4orf19	CA10	CACNA2D3	CAMKMT	CDC42BPA	CDH16	CLDN10-AS1	COL18A1	CPM	CRADD	CTDSPL	DDX5	DIP2C	DNAH14	DNAH5	DOCK1	EEF1D	EFNA5	EIF4G3	ELF2	ERBIN	ERRFI1	ETV6	EXT1	FAM135A	FBXL17	FCHO2	FNIP2	FOXP1	FOXP2	GALNT14	GCC2	GLIS3	GOLM1	GPC6	GRAMD2B	HIF1A	HIVEP2	IMMP2L	ITGA2	ITGB6	ITPR2	IVNS1ABP	KAZN	KCNIP4	KIAA1958	KIF13B	LAMB1	LINC-PINT	LINC01320	LPP	LRBA	LRRFIP1	MAGI1	MAGI3	MAST4	MECOM	MED13L	MGLL	MKLN1	MSI2	MT2A	MTUS1	MYO1E	MYO9A	NCOA1	NCOA2	NCOA7	NEAT1	NEK10	NFAT5	NIPBL	NOS1AP	NRXN3	OR7E14P	OSBPL3	PACS1	PAX8	PCDH9	PCSK6	PDE1A	PDE7B	PFKFB3	PHF21A	PIBF1	PITPNC1	PLCB1	PLEKHA1	PLEKHA7	PLOD2	PPP2R3A	PRDM16-DT	PRKCE	PRKD1	PTK2	PTPRG	QKI	RALGAPA2	RASSF8	RBM47	RBMS1	RFX3	RIMS2	RUFY3	RUNX1	S100A6	SAMD12	SAMD4A	SASH1	SAT1	SDCCAG8	SERPINA1	SGIP1	SIK3	SLC16A7	SLC4A7	SNED1	SOD2	SPIDR	SPP1	SSBP2	STK3	SVIL	TANC2	TBC1D5	TBCK	TCIM	TENM4	TFPI	THRB	TMTC2	TNS3	TPST1	TRA2A	TRAPPC9	TRIM2	TRIO	TRPS1	UBE2H	UGGT2	UGT2B7	USP53	VMP1	VPS13B	VPS13C	WWC1	YAP1	ZEB1	ZFAND3	ZMYND8	ZNF385D	ZSWIM6
LAKE_ADULT_KIDNEY_C12_THICK_ASCENDING_LIMB	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C12_THICK_ASCENDING_LIMB	ACACB	ACADVL	ACAT1	ACSL1	ACSS1	ACSS3	AFG3L2	AIF1L	AK3	ALDH1A1	ALDOA	ANK2	ANXA11	APLP2	APP	ARHGAP24	ATP1A1	ATP1B1	ATP5F1A	ATP5F1B	ATP5F1C	ATP5F1E	ATP5IF1	ATP5MC1	ATP5MC2	ATP5MC3	ATP5ME	ATP5MG	ATP5PB	ATP5PD	ATP5PF	ATP6V0B	B2M	BACE2	BAG1	BEX3	BICDL1	CA12	CACNA2D3	CADM1	CAPN2	CASR	CAT	CBR1	CCDC148	CD24	CD59	CD63	CD81	CDH16	CGNL1	CHCHD10	CHCHD2	CIRBP	CKB	CLCN5	CLCNKA	CLCNKB	CLDN10	CLDN10-AS1	CNDP2	CNP	COA3	COBL	COL18A1	COX4I1	COX5A	COX5B	COX6B1	COX6C	COX7A2	COX7B	COX7C	CPEB3	CPEB4	CPT1A	CPVL	CRIP2	CST3	CUTA	CXCL14	CYC1	CYCS	CYFIP2	CYS1	DDX17	DEFB1	DENND1B	DNAJC11	DNAJC19	DNASE1	DSTN	DZIP1	EDF1	EEF1A1	EEF1D	EEF2	EFHD1	EGF	EID1	EIF3K	EIF4G2	ENO1	EPCAM	EPHX2	EPS8L2	ERICH1	ESRRB	ESRRG	FAM13A	FAM171A1	FAU	FGFR3	FKBP2	FLNB	FMN1	FOXP2	FREM1	FTH1	GAPDH	GAS6	GHITM	GNAI1	GNAS	GOLM1	GOT1	GPC3	GPC5	GPX4	GSTM3	GUK1	HADHA	HADHB	HERPUD1	HIBADH	HIP1	HLA-A	HPN	HS6ST2	HSBP1	HSPA2	HSPA8	IDH2	IMMT	IMPA2	ITGB5	ITM2B	ITM2C	IVNS1ABP	KCNJ1	KCNQ1	KCTD1	KCTD16	KIAA1217	KIDINS220	KIF12	KIFC3	KNG1	LDHB	LINC01606	LLGL2	LMO7	MAGED1	MAL	MDH1	MFSD4A	MGAT5	MGST3	MPC1	MPC2	MRFAP1	MST1L	MTATP6P1	MYL6	MYO3B	NACA	NARS1	NDUFA1	NDUFA4	NDUFA5	NDUFB10	NDUFB2	NDUFB9	NDUFS1	NDUFS6	NDUFV1	NELL1	NNT	NPC2	NR2F2-AS1	NRCAM	NTRK2	NUDT4	OBSL1	OCIAD1	OSBPL3	OXCT1	OXR1	P4HB	PANTR1	PCDH9	PDE1A	PDHA1	PDXK	PEBP1	PFDN5	PFKL	PGK1	PIK3R1	PKM	PKP4	PLAU	PLCB1	PLCL1	PLEKHH2	PLPPR1	PLXNB1	PPARGC1A	PPIA	PPIB	PPM1L	PPP1R1A	PRDM16	PRDM16-DT	PRDX3	PRDX5	PRDX6	PRKX	PRSS8	PRXL2A	PSAP	PTGER3	PTPN3	PTPN4	PTTG1IP	RACK1	RANBP3L	RAP1GAP	RARRES2	REEP5	RHOBTB3	RNF150	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL15	RPL18	RPL19	RPL21	RPL23	RPL24	RPL27	RPL27A	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL37	RPL37A	RPL4	RPL41	RPL5	RPL6	RPL7	RPL7A	RPL8	RPL9	RPLP0	RPLP1	RPLP2	RPS11	RPS12	RPS13	RPS14	RPS15	RPS16	RPS17	RPS18	RPS19	RPS20	RPS21	RPS23	RPS24	RPS25	RPS27	RPS27A	RPS28	RPS29	RPS3	RPS3A	RPS4X	RPS5	RPS6	RPS7	RPS8	RPS9	RPSA	S100A10	S100A6	SARAF	SCD5	SCHLAP1	SCNN1A	SCP2	SDC1	SDC4	SDHA	SELENBP1	SELENOW	SERF2	SERPINA5	SFRP1	SGIP1	SGK2	SIM2	SLC12A1	SLC16A7	SLC22A2	SLC25A3	SLC25A4	SLC25A5	SLC3A1	SLC4A7	SLC9A3-OT1	SMS	SNHG29	SOD1	SORL1	SORT1	SRP14	SRSF5	SSR4	STK32B	STPG2	STXBP4	SUCLG1	SULT1C2	TACC1	TACSTD2	TBC1D4	THY1	TMBIM6	TMEM161B-DT	TMEM37	TMEM59	TMEM72	TMSB10	TMT1A	TPI1	TPT1	TRIM2	TSPAN33	TSPAN8	TUFM	UBA52	UBB	UGT8	UMOD	UQCR10	UQCRB	UQCRC1	UQCRC2	UQCRFS1	UQCRH	UQCRQ	USP2	USP24	UXS1	VAV3	VEPH1	WLS	WNK4	YBX1	ZHX3
LAKE_ADULT_KIDNEY_C13_THICK_ASCENDING_LIMB	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C13_THICK_ASCENDING_LIMB	ABLIM1	ADAMTS9-AS2	ADK	AGBL4	AK3	ANK2	ANKRD26	ARHGAP24	ARHGAP6	ATP1A1	ATP1B1	AUH	BABAM2	BCAS3	BICDL1	BRAF	CA10	CA12	CACNA2D3	CASR	CCDC148	CCSER1	CGNL1	CLCN5	CLCNKB	CLMN	COBLL1	COL4A3	CPEB4	CYFIP2	DANT2	DDX17	DNAH14	DOCK1	DPH6	DYNC2I1	EFNA5	EGF	ENOX1	ERBB4	ESRRG	FAF1	FBXL17	FGD4	FHIT	FKBP5	FOXP2	GALNT18	GMDS-DT	GPC5	HIBADH	HIP1	IGF1R	IMMP2L	KANSL1	KCNIP4	KCNJ16	KIAA1217	KLF12	KLHL13	KNG1	LAMB1	LGR4	LINC00970	LINC01606	LRBA	LRP1B	MACROD2	MAML2	MECOM	MSI2	MYO9A	NAALADL2	NCOA2	NELL1	NHS	NR2F2-AS1	NR3C2	OSBPL3	OXR1	PBX1	PCCA	PCDH9	PDE1A	PDE7B	PHACTR1	PKHD1	PKP4	PLCB1	PLCL1	PNISR	PPARGC1A	PRKD1	PRKN	PTGER3	PTH2R	PTPN4	RANBP3L	RHOBTB3	RNF150	RNPC3	SCHLAP1	SGIP1	SKAP1	SLC12A1	SLC16A12	SLC4A7	SNHG14	SOX6	SSBP2	STK32B	STXBP4	SULT1C2	TACC1	TAPT1-AS1	TBC1D4	TBCK	TFCP2L1	THRB	TMEM161B-DT	TNRC6A	TRIM2	UMOD	USP25	USP53	VAV3	VWA8	WNK1	WWC2	WWOX	ZHX3
LAKE_ADULT_KIDNEY_C14_DISTAL_CONVOLUTED_TUBULE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C14_DISTAL_CONVOLUTED_TUBULE	ABCA10	ABCA5	ABLIM1	ACSL4	ADAMTS17	ADAMTS9-AS2	ADGRL2	AGAP1	AGBL4	AHI1	AK3	ANK3	ANKRD26	APBB2	ARB2A	ARHGAP24	ARHGAP5	ARHGAP6	ATP1B1	ATP9B	ATXN1	AUH	BCAS3	BICC1	BRAF	BTBD9	CA10	CA12	CACNA1D	CACNA2D3	CACNB4	CADM1	CADPS2	CALCR	CAMKMT	CASR	CBLB	CCDC148	CCDC198	CCSER1	CDK14	CDKAL1	CGNL1	CLASP1	CNNM2	COBLL1	COL4A3	COMMD10	CPEB4	CRADD	CTDSPL	DACH1	DANT2	DCDC2	DNAAF9	DNAH14	DPH6	DST	DYNC2H1	EFNA5	EGF	ERBB4	ESRRG	EXOC4	EXOC6B	FAAH2	FAF1	FBXL17	FGD4	FGF13	FHIT	FHOD3	FMN1	FNDC3B	FRAS1	FREM1	FRMD3	FTX	GMDS-DT	GPC5	GPHN	GRB14	HDAC8	HIBCH	ICA1	IL1RAPL2	IMMP2L	INPP4B	ITPR1	IVNS1ABP	JPX	KANK1	KANSL1	KCNIP4	KCNJ16	KIAA1217	KIAA1958	KLF12	KLHL13	KLHL3	KNG1	LGR4	LIMCH1	LINC00645	LINC00970	LRBA	LRCH1	LRMDA	LRP1B	MACROD2	MAML2	MAN1A1	MAP4K3	MAPK8	MBD5	ME3	MECOM	MEF2A	MITF	MSI2	MTR	NAALADL2	NAV2	NCOA1	NEDD4L	NFE2L2	NHS	NOS1AP	NR2F2-AS1	NR3C2	OPHN1	OSBPL3	OXR1	PARD3B	PCCA	PDE10A	PDE8A	PIK3C2G	PKHD1	PKP4	PLCL1	PLPPR1	PNISR	PPARGC1A	PPP2R3A	PTGER3	PTH2R	PTPN4	PTPRG	QKI	RABGAP1L	RAD51B	RALGAPA1	RBM25	RERE	RHOBTB3	RNF150	RNPC3	RORA	SAMD12	SAMD5	SBF2	SCAPER	SCN2A	SH3RF1	SHROOM3	SIK3	SKAP1	SLC12A3	SLC8A1	SMYD3	SNHG14	SNX29	SOX6	SVIL	TACC1	TAPT1-AS1	TBC1D5	TBL1X	TCF12	TEX41	THRB	TMEM161B-DT	TMEM52B	TNRC6A	TNRC6B	TOX3	TRAPPC9	TRIM2	TRPM6	TRPM7	TSC22D2	UBA6-DT	UBR3	USP24	USP25	VAV3	VPS13B	VWA8	WDFY2	WDR72	WNK1	WSB1	WWOX	XIST	ZNF385D	ZNF518A	ZNF704
LAKE_ADULT_KIDNEY_C15_CONNECTING_TUBULE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C15_CONNECTING_TUBULE	AAK1	ADAM10	ADAMTS9	ADAMTS9-AS2	ADGRL2	ADK	AGBL4	AHI1	ANK3	APBB2	ARB2A	ARHGAP6	ARID5B	ARL15	ATP1B1	ATXN1	AUH	BABAM2	BCAS3	BICC1	BMPR1B	BRAF	BTBD9	CA12	CADPS2	CALB1	CAMKMT	CCDC178	CCDC198	CCSER1	CD2AP	CDK6	COBLL1	COL4A3	COMMD10	CSGALNACT1	DACH1	DANT2	DCDC2	DEFB1	DLG1	DPY19L2	DYNC2H1	EFNA5	EIF4G3	EPB41L3	ERBB4	ESRRG	EXOC6B	EXT1	FAF1	FBXL17	FER	FGF13	FHIT	FHOD3	FNDC3A	FNDC3B	FRAS1	GAREM1	GBE1	GLIS3	GLS	GNAQ	GPC5	GPHN	GRIP1	GULP1	HDAC8	HSD11B2	IMMP2L	ITGA2	ITGAV	ITPR1	JPX	KANSL1L	KAZN	KCNIP4	KCNJ16	KIAA1958	KITLG	KLF12	KMT2C	LAMB1	LCOR	LGR4	LIMCH1	LINC01099	LRBA	LRMDA	LRP1B	MACROD2	MAML2	MAN1A1	MAP4K3	MAPK10	MAPK8	MECOM	MED13L	MEF2A	MID1	MITF	MLLT3	MPPED2	MYO1B	NAALADL2	NEBL	NFAT5	NFE2L2	NLK	NR3C2	OSBPL3	PCCA	PCDH7	PCDH9	PDE4D	PIK3C2G	PKHD1	PPARGC1A	PPFIBP1	PPP1R9A	PRKCA	PRKG1	PTGER3	PTH2R	PTPN13	RABGAP1L	RAD51B	RALGAPA1	RALYL	RASAL2	RBPMS	RHOBTB3	RNPC3	RORA	SBF2	SCAPER	SCMH1	SCN2A	SETBP1	SH3RF1	SHROOM3	SIK3	SLC16A7	SLC8A1	SLIT2	SMYD3	SNTG1	SPIDR	SPIRE1	SSH2	STARD13	TANC2	TCF12	TEX41	TMEM117	TMTC2	TOX	TOX3	TRAPPC9	TRHDE	TRPM3	USP25	VAV3	WNK1	WSB1	WWTR1	XIST	YAP1	ZFAND3	ZNF704
LAKE_ADULT_KIDNEY_C16_COLLECTING_SYSTEM_PRINCIPAL_CELLS_CORTEX	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C16_COLLECTING_SYSTEM_PRINCIPAL_CELLS_CORTEX	ABTB2	ADAMTS9-AS2	ADK	AFF1	AGBL4	AHI1	AKT3	ANK3	AQP2	ARB2A	ARID1B	ARL15	ATXN1	BABAM2	BAZ2B	BCAS3	BMPR1B	BRAF	BTBD9	CADPS2	CCSER1	CD2AP	CDK6	COBLL1	COL4A5	DANT2	DCDC2	DLG2	EPB41L4A	ERC1	FAF1	FER	FHOD3	FNDC3A	FNDC3B	FRAS1	FTX	FYB2	GAREM1	GATA3	GLIS3	GLS	GRIP1	HSD11B2	IMMP2L	KAZN	KCNIP4	KCNJ16	KCTD8	KSR2	LAMB1	LIMCH1	LINC01482	LRBA	MACC1	MACROD2	MAGI3	MAML3	MAN1A1	MAPK10	MBD5	MECOM	MED13L	MIR99AHG	MPPED2	MTR	MYH10	MYO10	MYO1E	NAALADL2	NBEA	NDRG1	NFAT5	NFIB	NLGN1	NLK	NR2F2-AS1	NR3C2	PAPPA	PCCA	PDE10A	PDE1A	PDE4D	PDE7B	PDE8A	PIK3C2G	PKHD1	PLCL2	PPP1R9A	PRKAG2	PRKCA	PRKG1	PRKN	PTBP3	PTH2R	PTK2	PTPN13	PWRN1	RABGAP1L	RAD51B	RALBP1	RALYL	RBBP8	RBPMS	REV3L	ROCK2	SAMD12	SCIN	SCMH1	SCN2A	SDK1	SH3RF1	SIK2	SIK3	SLC38A1	SLC8A1	SMARCA2	SMYD3	SNHG14	SPAG16	SSH2	ST6GAL1	STARD13	SYTL2	TANC2	TEX41	TGFBR1	THRB	THSD4	THSD7A	TMTC2	TOP6BL	TOX	TOX3	TRAPPC9	TRPM3	TRPS1	WSB1	WWTR1	XIST	ZFAND3
LAKE_ADULT_KIDNEY_C17_COLLECTING_SYSTEM_PCS_STRESSED_DISSOC_SUBSET	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C17_COLLECTING_SYSTEM_PCS_STRESSED_DISSOC_SUBSET	AAK1	ABLIM1	ABTB2	ACSL4	ACTG1	ACTN4	ADAMTS9-AS2	ADGRL2	ADK	AFF1	AFF4	AGBL4	AHI1	AHNAK	AKT3	ALDOB	ANK3	ARHGEF12	ARID1B	ARIH1	ARL15	ASAP2	ATF3	ATP1B3	ATXN1	BACE2	BACH1	BACH2	BCAS3	BMPR1B	BRAF	BTBD9	BTG2	C4orf19	CADPS2	CAST	CCNL1	CCSER1	CD2AP	CLMN	COBLL1	COL18A1	CRY1	CSGALNACT1	DANT2	DCDC2	DDIT3	DEFB1	DLG2	DNAJA1	DNAJB1	DUSP1	DYRK1A	EGR1	EIF2AK3	ELF3	ELOVL5	EMCN	EPB41L5	ERBB4	ERC1	ESYT2	EXT1	EZR	FAM110B	FBXL17	FER	FHIP1A	FHOD3	FNDC3A	FNIP2	FOS	FOSB	FRAS1	GAB1	GAREM1	GDF15	GLIS3	GLS	GPX3	GRIP1	HERC1	HIF1A	HIVEP2	HLA-E	HMGCS1	HNRNPC	HSD11B2	HSP90B1	HSPA1A	HSPA5	HSPH1	IDI1	IFRD1	IGFBP5	IL6ST	IMMP2L	INSIG1	IQGAP1	ITGA2	ITGAV	JMJD1C	JUN	KIAA1217	KIF13B	KLF6	KRT19	LAMB1	LDLR	LGALS3	LIMA1	LINC-PINT	LMNA	LRP1B	LRRFIP1	MACC1	MACROD2	MAGI3	MAML3	MAP3K14	MAP4K3	MAPK8	MBD5	MCU	MECOM	MED13L	MEF2A	MID1	MIR4435-2HG	MLF1	MPPED2	MSMO1	MTATP6P1	MTUS1	MYO10	MYO1B	MYO1D	MYO1E	NAALADL2	NAMPT	NCOA7	NDRG1	NEAT1	NEDD4L	NEK1	NFAT5	NFE2L2	NFKBIZ	NLK	NOS1AP	NPC1	NR3C2	NR4A1	OSBPL3	PALLD	PAWR	PCDH9	PDE4D	PDK4	PFKFB3	PIK3C2G	PPARGC1A	PRKAG2	PRKCA	PRKCE	PRKG1	PRKN	PWRN1	QKI	RAB7A	RAD51B	RALGAPA1	RALYL	RANBP2	RAP1B	RAPGEF2	RBM47	RBPMS	RNF19A	RORA	RTN4	SAMD12	SAT1	SCIN	SCN2A	SDK1	SGPP1	SH3RF1	SHROOM3	SIK2	SIK3	SLC19A2	SLC25A25	SLC38A1	SLC8A1	SMARCA2	SMYD3	SPAG9	SPTBN1	SQSTM1	SREBF2	SSH2	ST6GAL1	STAT3	TANC2	TEX41	THSD4	TIMP3	TJP1	TMEM51	TMTC2	TNFRSF10B	TOP1	TOX	TPM4	TPST1	TRA2A	TRAK1	TRPS1	TSC22D2	UACA	UBC	UBE2D3	UBE2H	UPP1	VCL	VMP1	WSB1	WWC1	WWTR1	XIST	YBX3	YWHAZ	ZFAND3	ZFAND5	ZFP36	ZNF165	ZNF292	ZNF704	ZSWIM6
LAKE_ADULT_KIDNEY_C18_COLLECTING_DUCT_PRINCIPAL_CELLS_MEDULLA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C18_COLLECTING_DUCT_PRINCIPAL_CELLS_MEDULLA	ACADVL	ACAT1	ACSL4	ACTG1	ACTR2	ADGRG1	AIF1L	AKR1B1	ALDOA	ANAPC16	ANXA2	APLP2	AQP2	AQP3	ARF1	ARG2	ARPC2	ASAH1	ATP1B1	ATP5F1A	ATP5F1B	ATP5F1C	ATP5MC3	ATP6V0E1	ATP6V1A	ATP6V1G1	B2M	BAG1	BEX3	BMPR1B	BTF3	BTG2	C12orf75	CA12	CA2	CALM1	CANX	CCNI	CCT6A	CD164	CD24	CD2AP	CD46	CD63	CD81	CD9	CDH16	CHCHD2	CIB1	CLINT1	CLU	CNBP	CNDP2	COX4I1	COX7C	CREM	CRYAB	CSDE1	CTSH	CXXC5	CYB5A	CYSTM1	DCDC2	DDX5	DICER1	DSP	DSTN	DUSP1	DUSP6	DYNLT1	EEF1A1	EEF1D	EEF2	EID1	EIF1	EIF4A2	EIF4G2	ENO1	EPCAM	EPRS1	FAM107B	FAU	FTH1	FTL	FUCA1	FXYD4	FYB2	GABARAPL1	GAPDH	GATA3	GDF15	GNAS	GPRC5C	GPX1	GSTM3	GSTP1	GUK1	H3-3B	HACD3	HADHA	HINT1	HLA-A	HLA-B	HLA-C	HNRNPA2B1	HNRNPA3	HNRNPDL	HNRNPR	HNRNPU	HSD11B2	HSP90AA1	HSP90AB1	HSP90B1	HSPA9	HSPD1	ID1	IFITM2	IFITM3	IGFBP3	IGFBP7	IQGAP1	ISCU	ITM2B	ITM2C	IVNS1ABP	JAK1	KAZN	KCNJ16	KIF5B	KITLG	KRT18	KRT19	KRT8	KTN1	LAMTOR5	LAPTM4A	LDHA	LDHB	LITAF	LLGL2	MAL	MAL2	MAN1A1	MECOM	METAP2	MGST3	MMP7	MNS1	MTATP6P1	MTUS1	MYH10	MYL12A	MYL12B	MYL6	MYO10	MYO1B	NACA	NAP1L1	NDRG1	NDUFA4	NORAD	NPM1	NUCKS1	NUPR1	PABPC1	PAPOLA	PAPPA	PCM1	PCMTD1	PDE1A	PDIA3	PDIA6	PDK4	PEBP1	PFDN5	PFKFB3	PGGHG	PGK1	PIK3C2G	PKM	PLCL2	PLEKHA1	PLEKHA2	PLSCR1	PPIA	PPIB	PRDX1	PRDX6	PRKAG2	PRKAR1A	PRPF40A	PSAP	PSMA7	PTBP3	PTGES3	PTMA	PTPN13	PTTG1IP	PWRN1	RACK1	RALBP1	RANBP2	RASD1	RBBP8	RDH10	REEP5	RHOA	RHOBTB3	RNF213	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL15	RPL18	RPL19	RPL21	RPL23	RPL24	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35	RPL37A	RPL4	RPL41	RPL5	RPL6	RPL7	RPL7A	RPL8	RPL9	RPLP0	RPLP1	RPLP2	RPS11	RPS12	RPS13	RPS14	RPS15	RPS16	RPS18	RPS19	RPS2	RPS20	RPS23	RPS24	RPS25	RPS27	RPS27A	RPS28	RPS3A	RPS4X	RPS5	RPS6	RPS7	RPS8	RPS9	RPSA	RSRP1	RTN3	RTN4	S100A10	S100A6	SARAF	SAT1	SCIN	SEC62	SEPTIN11	SEPTIN7	SERBP1	SERF2	SF3B1	SGPP1	SKIL	SLC16A5	SLC38A1	SLC44A1	SLPI	SMARCA5	SOD1	SOD2	SPTBN1	SPTBN2	SRP14	SRSF3	ST6GAL1	STIM2	SYTL2	TACSTD2	TAX1BP1	TGFBR1	TGOLN2	THSD7A	TMBIM6	TMEM213	TMEM59	TMSB10	TMSB4X	TOP6BL	TOX	TPI1	TPM4	TPR	TPT1	TSPAN1	TXNIP	UBA52	UBB	UBE2D3	UBXN4	WFDC2	XRCC5	YBX1	YWHAB	YWHAZ	ZFP36L1
LAKE_ADULT_KIDNEY_C19_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_A_MEDULLA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C19_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_A_MEDULLA	ACAT1	ACTG1	ACTR2	ADGRF1	ADGRG1	AKR1C1	ALDH1A1	ALDOA	ANAPC16	ANXA2	APLP2	APP	AQP2	ARF1	ARHGAP18	ARHGAP5	ARHGEF28	ARL6IP5	ATP1B1	ATP5F1A	ATP5F1B	ATP5F1C	ATP5MC3	ATP5PB	ATP6AP2	ATP6V0A4	ATP6V0B	ATP6V0D2	ATP6V0E1	ATP6V1A	ATP6V1G1	B2M	BMPR1B	BTF3	BTG1	C12orf75	CA12	CA2	CALCA	CALM1	CANX	CAPN2	CBR1	CCT6A	CD164	CD24	CD46	CD59	CD63	CD74	CD9	CDH16	CHCHD10	CHCHD2	CIAO2B	CIB1	CLCNKB	CLIP1	CLU	CNBP	CNN3	COX4I1	COX5A	COX5B	COX7C	CRYAB	CRYBG3	CSDE1	CUL5	CYB5A	CYCS	CYSTM1	DDX5	DHRS7	DMRT2	DSP	DYNLT1	DYNLT3	EEF1A1	EEF2	EID1	EIF1	EIF3K	EIF4A2	ENO1	EPCAM	EPRS1	EPS8	ERP27	EZR	FAU	FDFT1	FOXI1	FTH1	FTL	FUBP1	FYB2	GABARAPL1	GAPDH	GAS5	GHITM	GNAS	GPBP1	GPX1	GRB14	GSTP1	H1-0	H3-3B	HADHA	HADHB	HECTD1	HINT1	HLA-B	HLA-C	HNRNPA2B1	HNRNPR	HNRNPU	HSP90AA1	HSP90AB1	HSP90B1	HSPA4	HSPA4L	HSPA5	HSPA9	HSPB1	HSPD1	HSPH1	IDH2	IGFBP7	IL18	INSIG1	ISCU	ITGA6	ITM2B	JAK1	KIF5B	KIT	KMT2E	KRT18	LAMTOR5	LAPTM4A	LDHA	LDHB	LGALS3	LIMA1	LINC01187	LITAF	MAL	MAP1LC3B	MARCHF1	MBOAT2	MDH1	MOB1B	MPP7	MPPED2	MSMO1	MT2A	MTATP6P1	MTR	MYL12A	MYL12B	MYL6	NACA	NAMPT	NCOA7	NDUFA4	NDUFA5	NFE2L2	NORAD	NPM1	NRDC	PAFAH1B1	PAPOLA	PCBP1	PDIA3	PDIA6	PEBP1	PFDN5	PGGHG	PGK1	PHLDB2	PKM	PLOD2	PNPLA8	PPIA	PRDX1	PRDX6	PRKAR1A	PRPF40A	PSAP	PSMA7	PTBP3	PTGER3	PTGES3	PTGR1	PTTG1IP	RACK1	RALBP1	RANBP2	RASD1	RBBP8	RCAN2	REEP5	RETREG1	RHCG	RHOA	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL15	RPL18	RPL19	RPL21	RPL23	RPL24	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL37A	RPL4	RPL41	RPL5	RPL6	RPL7	RPL7A	RPL8	RPL9	RPLP0	RPLP1	RPLP2	RPS11	RPS12	RPS13	RPS14	RPS15	RPS16	RPS17	RPS18	RPS19	RPS2	RPS20	RPS23	RPS24	RPS25	RPS27	RPS27A	RPS28	RPS3	RPS3A	RPS4X	RPS5	RPS6	RPS7	RPS8	RPS9	RPSA	RSRP1	RTN4	S100A10	SARAF	SAT1	SCIN	SEC62	SELENOW	SEPTIN11	SERBP1	SERF2	SF3B1	SKP1	SLC16A5	SLC25A3	SLC25A39	SLC25A5	SLC26A7	SLC38A1	SLC4A1	SNHG29	SNTB1	SNX3	SOD1	SOD2	SPTBN1	SPTBN2	SRP14	ST6GAL1	STAP1	TACSTD2	TAF7	TAX1BP1	TBC1D14	TERF2IP	TFCP2L1	TGOLN2	TM9SF3	TMBIM6	TMEM117	TMEM123	TMEM213	TMEM59	TMF1	TMPRSS2	TMSB4X	TPI1	TPT1	TSPAN1	TXNIP	TXNRD1	UBB	UBE2D3	UBXN4	UQCRFS1	VAPA	WFDC2	WWP1	XRCC5	YWHAB	ZDHHC3	ZFAND5
LAKE_ADULT_KIDNEY_C1_EPITHELIAL_CELLS_UNASSIGNED	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C1_EPITHELIAL_CELLS_UNASSIGNED	CALD1	CMC2	CPQ	CSMD2	DLGAP1	EPB41L3	FARP1	GMDS-DT	GPX3	LRMDA	LRP2	MACROD2	MAST4	MEIS2	NHS	NPAS3	NRG3	PAMR1	PBX1	PLCL1	PTH1R	PTPRD	RAPGEF2	SLC13A3	SLC5A12	SPATA22	TAOK1	TLN2	TRABD2B	ZBTB16
LAKE_ADULT_KIDNEY_C20_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_A_CORTEX	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C20_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_A_CORTEX	ABCA5	ABCC4	ADAMTSL1	ADGRF1	ADGRF5	AHCYL2	AKAP9	ARHGAP18	ARHGEF28	ARL15	ATP6V0A4	ATP6V0D2	ATP6V1A	ATP6V1C2	ATXN1	BDP1	BRAF	BTBD9	CA12	CA8	CAB39	CACNB2	CGNL1	CLIP1	CLNK	COBLL1	CPEB4	DIP2C	DLG1	DOCK8	DPH6	DSP	EPS8	ESRRG	EZR	FAF1	FBXL17	FER	FGD4	FNBP1L	FNDC3A	FOXO1	FOXP1	FREM1	FYB2	GALNT17	GLCCI1	GLIS3	GMDS-DT	GNAQ	GPAT3	GPHN	GRB14	GULP1	HIPK2	HS6ST3	IGFBP5	IL18	ITGA6	ITGAV	ITPR1	ITPR2	KANSL1L	KIAA1217	KIAA1328	KIF21A	LGR4	LIMCH1	LINC-PINT	LRMDA	LUC7L3	MACROD2	MAGI1	MAGI3	MAP4K3	MAPK8	MBNL1	MOB1B	MPPED2	MSI2	MTR	MYO10	MYO1D	NCOA1	NCOA2	NEDD4L	NR3C2	NRDC	NRXN3	NXPH2	OSBPL3	OXR1	PACRG	PCNX4	PDE1A	PDE1C	PDE4D	PICALM	PLCG2	PLCL1	PNISR	PPARGC1A	PPP1R12B	PPP3CA	PRKCA	PRKCE	PRKG1	PRKN	PSD3	PTGER3	PTPRJ	RALGAPA1	RALGPS2	RAPGEF2	RBM25	RCAN2	RERE	RNF152	RUFY3	SAMD5	SBF2	SCAPER	SCIN	SEMA3C	SETBP1	SHOC1	SHROOM3	SKAP1	SLC26A7	SLC4A1	SLIT2	SNHG14	SNTB1	STK3	SUMF1	TBC1D1	TBC1D14	TBC1D4	TFCP2L1	THRB	THRB-AS1	THSD7A	TMEM101	TMEM117	TMEM213	TRIM2	UBR3	WWOX	WWP1	XIST	ZBTB20	ZSWIM6
LAKE_ADULT_KIDNEY_C21_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_B	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C21_COLLECTING_DUCT_INTERCALATED_CELLS_TYPE_B	ADAMTSL1	ADAMTSL3	ARHGAP18	ARL15	ARSJ	ATP6V0A4	ATP6V0D2	ATP6V1H	BMPR1B	CA12	CA8	CELF2	CGNL1	CLNK	COL4A4	DACH1	DGKI	EPS8	ESRRG	FAF1	FBXL17	FHIT	FOXO1	FOXP1	FREM1	GAREM1	GLCCI1	GPC6	GPHN	GULP1	HERC1	IGFBP5	IL18	IQGAP2	ITGA6	JADE1	KIF13B	KIF21A	KMT2C	L3MBTL4	LGR4	LPP	LRMDA	MACROD2	MAGI1	MAGI3	MAP3K5	MAPK8	MEF2A	MITF	MSI2	MYRIP	NCOA2	NCOA7	NEBL	NEDD4L	NR3C2	OSBPL3	PACRG	PARD3B	PDE1C	PDE4D	PHLDB2	PICALM	PLCG2	PLCL1	PPARG	PPARGC1A	PPP3CA	PRKCE	PRKN	PSD3	PTPRJ	QKI	RALGAPA2	RCAN2	RNF150	RNF152	RORA	SCIN	SDCCAG8	SEMA3C	SIK3	SKAP1	SLC26A4	SLC35F3	SLC4A9	SNTB1	SOX6	SPTLC3	SSBP2	TBC1D4	TBC1D5	TBL1X	TFCP2L1	TMEM117	TMEM213	TRHDE	UBE2E2	WDR72	WWOX	XIST	ZBTB20
LAKE_ADULT_KIDNEY_C22_ENDOTHELIAL_CELLS_GLOMERULAR_CAPILLARIES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C22_ENDOTHELIAL_CELLS_GLOMERULAR_CAPILLARIES	ADGRF5	ADGRL2	AKAP12	AKT3	ALDOB	ANKS1A	APBB2	APP	ARGLU1	ARHGAP26	ARHGEF12	ARHGEF3	ARL15	ASAP1	BCAS3	BMPR2	CACNA1C	CACNA2D1	CADPS2	CALD1	CDH13	CEP112	CHRM3	COL4A1	COL4A2	DNAJB1	DNAJC1	DOCK4	DPYD	DYRK1A	EBF1	ELMO1	EMCN	EPAS1	EPB41L4A	EXOC6B	FBXL7	FCHSD2	FKBP5	FLT1	FMNL2	FOS	GNA14	GNAQ	GPC5	GPX3	GRB10	HECW2	HERC1	HIBCH	HIPK2	HIVEP3	HLA-E	HSP90AA1	HSPA1A	HSPH1	IGFBP5	IL6ST	ITGA1	ITGA8	JMJD1C	KALRN	KIAA1217	LDB2	LDLRAD4	LIFR	LIMCH1	LRCH1	MACF1	MACROD2	MAML3	MBNL1	MED13L	MEF2A	MEIS2	MTSS1	MYO1E	NCOA1	NFIA	NKTR	NOSTRIN	NRG3	NTN4	PAN3	PBX1	PDE8A	PEAK1	PIAS1	PIK3C2A	PIP4K2A	PITPNC1	PLAT	PLPP1	PLPP3	PLXDC2	PPFIBP1	PREX2	PRKCA	PRKCE	PRKG1	PTPRB	PTPRG	PTPRM	QKI	RABGAP1L	RAPGEF4	RASAL2	RBMS1	RBMS3	RFX3	SASH1	SBF2	SEC14L1	SHANK3	SLCO2A1	SMYD3	SNED1	SORBS2	SPTBN1	ST6GAL1	ST6GALNAC3	STARD13	SVIL	SYNE1	TACC1	TCF4	TEK	TGFBR2	TIMP3	TJP1	TMTC1	TTC28	UACA	UTRN	ZBTB16	ZEB1	ZSWIM6
LAKE_ADULT_KIDNEY_C23_ENDOTHELIAL_CELLS_AVR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C23_ENDOTHELIAL_CELLS_AVR	ACTG1	ADAMTS9	ADGRF5	ADGRL4	AHNAK	AKT3	APP	ARHGAP26	ARHGAP29	ASAP1	B2M	CANX	CAVIN2	CD59	CD63	CD74	CD9	CEACAM1	CNN3	DDX5	DNASE1L3	DOCK4	EEF1A1	EGFL7	EIF1	EMCN	ENG	EPAS1	FBXL7	FLT1	FN1	FTH1	FTL	GAPDH	GPM6A	H3-3B	HLA-B	HLA-DRA	HLA-DRB1	HLA-E	HNRNPA2B1	HNRNPDL	HSP90AB1	HSP90B1	ID1	IFITM3	IGFBP5	IGFBP7	IL6ST	JAK1	KALRN	LDB2	MEF2A	MEIS2	MIR99AHG	MT2A	MYL12A	MYL12B	MYL6	NAMPT	NCL	NPM1	PABPC1	PBX1	PECAM1	PLAT	PLPP3	PPFIBP1	PRDX1	PSMA7	PTMA	PTPRB	PTPRM	PTTG1IP	QKI	RACK1	RASAL2	RBMS1	RBMS3	RHOA	RPL10	RPL13	RPL13A	RPL18	RPL19	RPL3	RPL31	RPL4	RPL5	RPL7	RPL8	RPLP0	RPLP1	RPLP2	RPS12	RPS14	RPS16	RPS19	RPS2	RPS23	RPS27A	RPS6	RPS8	SASH1	SH3BP5	SPTBN1	ST6GALNAC3	TCF4	TCIM	TFPI	TGFBR2	TGM2	TIMP3	TLL1	TMSB10	TMSB4X	TMTC2	TPT1	TXNIP	UBE2D3	UTRN	VIM	XRCC5	YWHAB	ZEB1	ZNF385D
LAKE_ADULT_KIDNEY_C24_ENDOTHELIAL_CELLS_AEA_AND_DVR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C24_ENDOTHELIAL_CELLS_AEA_AND_DVR	A2M	ABI3BP	ACTG1	ADAMTS1	ADAMTS6	ADAMTS9	ADGRF5	ADGRL4	AHNAK	AKAP13	AKT3	APBB2	APP	AQP1	ARGLU1	ARHGAP26	ARL15	B2M	BMPR2	CALD1	CALM1	CD46	CD59	CD74	CD93	CDC42BPA	CHRM3	CLDN5	CLIC4	CRIM1	CRYBG3	DEPP1	DNAJA1	DOCK4	DOCK9	DPYD	DST	DUSP1	EBF1	EGFL7	EIF1	ELMO1	EMCN	EMP1	ENPP2	EPAS1	EXOC6	EXOC6B	FBXL7	FCHSD2	FLT1	FOS	FTL	H3-3B	HLA-B	HLA-DRA	HLA-DRB1	HLA-E	HSP90AA1	HSP90AB1	HSP90B1	HSPA5	HSPH1	ID1	IFITM2	IFITM3	IL6ST	IQGAP1	KCTD12	KIF5B	KLF12	LDB2	LIMCH1	MACF1	MBNL1	MEF2A	MEF2C	MEIS2	MTUS1	MYH9	MYL12A	MYL12B	MYL6	NAMPT	NFKBIA	NPM1	PABPC1	PALMD	PDE3A	PDLIM5	PECAM1	PIK3C2A	PLCB1	PLCB4	PLPP1	PODXL	PSAP	PTMA	PTPRB	PTPRG	PTPRM	PTTG1IP	RALGAPA2	RASAL2	RBMS3	RHOA	ROCK2	RPL10	RPL11	RPL14	RPL15	RPL19	RPL3	RPL4	RPL5	RPLP0	RPLP1	RPS16	RPS18	RPS2	RPS5	RPS6	SOX5	SP100	SPARC	SPTBN1	SRGN	SRP14	ST6GALNAC3	STOM	SYN3	SYNE1	TACC1	TCF4	THSD4	THSD7A	TIMP3	TJP1	TM4SF1	TMSB10	TMSB4X	TMTC1	TPM3	TPT1	TTC28	UACA	UBE2D3	UTRN	VIM	WWTR1	YWHAB	ZEB1
LAKE_ADULT_KIDNEY_C25_ENDOTHELIAL_CELLS_UNASSIGNED	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C25_ENDOTHELIAL_CELLS_UNASSIGNED	ARL15	ASAP1	CAST	CPNE8	DOCK5	DOCK9	EFNA5	EPB41L4A	FBXL7	FCHSD2	FOXP1	FOXP2	KALRN	KMT2E	LDB2	MMRN1	MYH9	PDE7B	PLCB4	PPFIBP1	PPP3CA	PROX1	RALGAPA2	SEMA3A	SRPK2	SSH2	ST6GALNAC3	STOX2	TCF12	TCF4	TFPI	TMEM161B-DT	TPM4	TSHZ2	UTRN	ZFAND3	ZFC3H1	ZFHX3
LAKE_ADULT_KIDNEY_C26_MESANGIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C26_MESANGIAL_CELLS	A2M	ACTN4	ADGRF5	ADGRL2	AGTR1	AHNAK	AKAP12	AKAP9	AKT3	ALDOB	ANKRD11	ANKRD12	APBB2	AQP1	ARGLU1	ARID5B	ASCC3	B2M	BMPR2	C7	CACNA2D1	CALD1	CAMK2D	CBLB	CDC42BPA	COL12A1	COL25A1	COL4A1	COL4A2	CPM	CRIM1	DAAM2	DAPK2	DGKH	DLC1	DLEU2	DNAJB1	DOCK4	DOCK8	DPYD	DST	DUSP1	EBF1	EGR1	ELL2	EMCN	ENG	EPAS1	EPB41L2	EPS8	ETS1	EXT1	FBXL7	FCHSD2	FOS	FOSB	FRMD4A	FTX	GAS2	GATA3	GPX3	HERC1	HIPK2	HLA-E	HSP90AA1	HSPA1A	HSPA1B	HSPB1	HSPH1	IGFBP5	IGFBP7	IL18R1	IL1RAPL1	IL6ST	INPP4B	ITGA1	ITGA11	ITGA8	ITPR1	JUN	KALRN	LAMA2	LHFPL6	LINC-PINT	LMO7	LPP	MAML2	MAML3	MAP3K5	MEF2C	MEIS1	MEIS2	MGP	MTSS1	MYH9	MYO1D	MYO1E	NBEA	NBEAL1	NCOA1	NEAT1	NEK7	NFKBIA	NKTR	NR2F2-AS1	NR4A1	NRG3	PALLD	PCDH9	PDE3A	PDE7B	PDGFRB	PDS5B	PHTF2	PIEZO2	PIP5K1B	PLCL1	PLPP1	PLXDC2	POSTN	PPARG	PPP1R12A	PRKCA	PRKG1	PRR16	PSD3	PTEN	PTPRD	PTPRG	PTPRM	RAPGEF2	RAPGEF5	RAPH1	RASAL2	RBMS1	RBMS3	ROBO1	ROCK1	ROCK2	RORA	SAMD12	SBF2	SEPTIN7	SH3D19	SLC38A2	SLCO3A1	SPAG9	SPARC	SPOCK1	SPTBN1	SSBP2	STARD13	SYNE1	TACC1	TBC1D1	TBL1X	TCF4	TEX41	TIMP3	TJP1	TMSB4X	TMTC1	TNS1	TNS3	TOP1	TSC22D1	TTC28	UACA	UBC	UBR3	UNC5C	USP53	UTRN	WNK1	ZBTB16	ZEB2	ZFP36L1
LAKE_ADULT_KIDNEY_C27_VASCULAR_SMOOTH_MUSCLE_CELLS_AND_PERICYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C27_VASCULAR_SMOOTH_MUSCLE_CELLS_AND_PERICYTES	A2M	ACTA2	ACTN4	ADGRL3	ADIRF	AFF3	AKAP12	AKAP13	AKAP6	AKT3	ALDOB	ANKRD36	APBB2	ARHGAP6	ARHGEF7	ARID1B	ARID5B	ARIH1	ATF3	ATP10A	AUTS2	BMPR2	CACNA1C	CACNA2D1	CACNB2	CALD1	CAMK2D	CBLB	CDC42BPA	CDH13	CLMN	COL18A1	COL4A1	COL4A2	CRIM1	CTNNA3	DGKB	DGKG	DGKH	DLC1	DLG2	DMD	DNAJB1	DOCK4	DST	DSTN	DUSP1	DYRK1A	EBF1	EGR1	EPAS1	EPS8	ESYT2	FBXL7	FCHSD2	FER	FLNA	FOS	FOSB	FRY	FTX	GPC6	GPX3	GRID2	HIP1	HPSE2	HSPA1A	HSPA1B	HSPH1	IGFBP5	INPP4B	ITGA1	JUN	JUNB	KALRN	KCNAB1	KIF13A	LHFPL6	LPP	LRCH1	MAML3	MAP3K5	MBNL1	MCAM	MED13L	MEF2C	MEIS2	MSRB3	MYH11	MYH9	MYLK	MYO1D	NBEAL1	NEAT1	NHS	NR2F2-AS1	NR4A1	NRXN3	NTRK3	PALLD	PAN3	PAWR	PBX1	PDE1A	PDE3A	PDLIM5	PDZRN4	PIP5K1B	PLCL1	PLPP1	PPP1R12A	PPP1R12B	PRKG1	PTEN	PTPRG	RAPGEF2	RASAL2	RBMS3	RBPMS	RCAN2	RERG	RGS6	ROCK1	ROCK2	SDK1	SIK3	SLC8A1	SLCO3A1	SLIT3	SORBS2	SOX5	SPARCL1	SSBP2	SYNPO2	TACC1	TAGLN	TBC1D1	TBX2	THSD4	TIMP3	TJP1	TMTC1	TNS1	TPM1	TTC28	UBC	UBR3	UTRN	VCL	WSB1	ZEB1	ZFHX3	ZFP36	ZFP36L1	ZNF704
LAKE_ADULT_KIDNEY_C28_INTERSTITIUM	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C28_INTERSTITIUM	A2M	AKAP12	AKT3	APBB2	ARHGAP10	AUTS2	C7	CACNA1C	CALD1	CBLB	CCN1	COL4A1	COL4A2	COL4A4	DACH1	DCN	DGKH	DPYD	DST	EBF1	EPS8	EXT1	FNDC3B	FOXO3	IGFBP7	IL6ST	INPP4B	ITGA1	ITSN1	KALRN	KIAA1217	LAMA2	LDB2	LHFPL6	LINC-PINT	LPP	MAP3K5	MED13L	MEIS1	MEIS2	MGP	MIR99AHG	NAV2	NEGR1	NFIA	NR2F2-AS1	PALLD	PDLIM5	PLXDC2	PRKCA	PRKG1	PTEN	RASAL2	RBMS1	RBMS3	RERG	REV3L	ROCK1	ROCK2	RPLP1	SBF2	SCMH1	SETBP1	SLIT3	SORBS1	SSBP2	STK3	SYNE1	TACC1	TCF12	THBS1	THSD4	TIMP3	TMSB4X	TNC	TPM1	TSHZ2	TTC28	UACA	UBE2E2	UGGT2	USP53	UTRN	VMP1	ZBTB16	ZEB2
LAKE_ADULT_KIDNEY_C29_UNKNOWN_NOVEL_PT_CFH_POS_SUBPOPULATION_S2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C29_UNKNOWN_NOVEL_PT_CFH_POS_SUBPOPULATION_S2	ACSM3	AGBL4	AKT3	ALDH1A2	ARGLU1	ARHGAP29	AUTS2	BCL2	BICC1	BICD1	BNC2	CASC15	CCDC198	CCN2	CEP112	CFH	CNTN4	CRIM1	CTTNBP2	DANT2	DCDC2	DLG2	DPYD	DST	EDIL3	EHBP1	ENTREP2	EXT1	FBXL7	FER	FRMD4A	GALNT14	GPHN	GULP1	ITGB8	KANK1	KCNT2	KLF6	L3MBTL4	LINC01435	MACF1	MACROD2	MAGI2	MAML3	MBD5	MGAT4C	MYO9A	NALF1	NEDD9	NOX4	NR2F2-AS1	NRG3	OSBPL10	PALLD	PARD3	PARD3B	PAWR	PDE1A	PDE7B	PLCB4	PLEKHA7	PRUNE2	RBFOX1	RBMS3	RERG	RHEX	RORA	SHROOM3	SLIT3	SPIDR	SVIL	SYNE1	TENM3	THRB	TMEM178B	TPM1	TRAPPC9	TSHZ2	TTC28	UTRN	WWOX	ZBTB16	ZBTB20	ZDHHC14	ZEB1	ZFPM2
LAKE_ADULT_KIDNEY_C2_PODOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C2_PODOCYTES	ABLIM2	ACTN4	ADAMTS19	ADAMTS9	ADAMTS9-AS2	ADD3	AHNAK	AKT3	ALS2CL	ANKRD11	ANKRD12	ANKRD36	APBB2	ARHGAP28	ARHGEF12	ARHGEF26	ARHGEF3	ARMH4	ATP10A	BACH1	BCKDHB	BICD1	BMPR2	CA10	CACNB2	CALD1	CAST	CBLB	CCDC148	CCDC91	CCN2	CDC14A	CDK6	CDKN1C	CEP112	CERS6	CLIC5	CMAHP	CMYA5	COL4A3	COL4A4	CPEB4	CPNE8	CPQ	CR1	CRIM1	CSPP1	CTDSPL	CTTNBP2	DACH1	DACH2	DLG2	DOCK4	DOCK5	DPP6	DST	DYNC2H1	EEA1	EML4	ENPEP	EPB41L5	ERBIN	ERC1	EXPH5	FAT1	FBXL7	FCHSD2	FGF1	FMN2	FMNL2	FNDC3B	FRMD3	FRY	FTX	FYN	GHR	GMDS	GOLIM4	GPC6	GPHN	GPX3	GULP1	HIVEP2	HTRA1	IGF1R	INTS12	IQCJ-SCHIP1	IQGAP2	ITGA1	ITGAV	ITGB8	KANK1	KCNQ1OT1	KIF13A	KIF1B	KIRREL1	KLF7	KLHL29	LARGE1	LRRC2	LUC7L3	MACF1	MACROD2	MAGI2	MAGI2-AS3	MAML3	MBD5	MGAT5	MIB1	MME	MSI2	MTSS1	MYH9	MYO1B	MYO1D	MYO1E	NCOA1	NEBL	NES	NFASC	NLK	NPAS3	NPHS1	NPHS2	NPNT	NTNG1	P3H2	PALLD	PALS1	PAM	PAN3	PARD3	PARD3B	PAWR	PCED1B	PCNX4	PCOLCE2	PDE7B	PDLIM5	PHACTR4	PICALM	PLA2R1	PLCE1	PLXDC2	PODXL	PRKG1	PSD3	PTH1R	PTPN13	PTPN14	PTPRD	PTPRO	PTPRQ	QKI	RABGAP1L	RAI14	RASSF8	RBFOX1	RBMS1	RDX	RERG	RETREG1	RNF150	ROBO2	ROCK1	RYR3	SBF2	SEMA5A	SEPTIN11	SGIP1	SH3RF1	SIK3	SLC7A8	SLK	SOX2-OT	SOX6	SPAG16	SPATS2L	SPOCK1	SPOCK2	SRGAP1	SRGAP2	SRGAP2C	SSBP2	ST3GAL6	ST6GALNAC3	SULF1	TANC1	TARID	TBC1D1	TEAD1	TENM2	TENM3	TET2	TGFBR3	THSD7A	TJP1	TMEM245	UACA	UBA6-DT	UBE2E2	UNC5C	UTRN	VEGFA	VTI1A	WIPF3	WWOX	XIST	ZDHHC6	ZNF804A	ZNRF3	ZSWIM6
LAKE_ADULT_KIDNEY_C30_IMMUNE_CELLS_MACROPHAGES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C30_IMMUNE_CELLS_MACROPHAGES	AKAP12	ARHGAP15	CD163	DPYD	FKBP5	IL7R	MED13L	PTPRC	SP100	TCF12
LAKE_ADULT_KIDNEY_C3_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S1_S2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C3_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S1_S2	ABLIM1	ACMSD	ACSM2A	ACSM2B	ADAMTS9-AS1	AFDN	AFM	AGAP1	AGXT2	AIG1	AKAP13	ALDOB	ANK2	ANK3	ANKIB1	ANKRD11	ANKRD26	ANKS1B	AOPEP	ARHGAP6	ARHGEF28	ASH1L	ASTN2	BCAS3	BCL2	BHMT	BNC2	CALD1	CCDC198	CDK14	CGNL1	CHD9	CLDN10	CNKSR3	CNTN4	COL4A1	COMMD10	CPM	CRADD	CRYL1	CSPP1	CUBN	CUX1	CWF19L2	DANT2	DENND1A	DIP2C	DLG2	DPH6	DPYS	DYNC2I1	EBNA1BP2	EHBP1	ENOSF1	ENPEP	EPB41L3	ERRFI1	EXOC4	FARP1	FGD4	FGGY	FHIT	FHOD3	FKBP5	FRAS1	FRMD3	FRMD4B	FTX	GALNT14	GALNT18	GLYAT	GMDS-DT	GOLGA4	GOLGB1	GPC6	GPHN	GPX3	GRAMD1B	HIBCH	HPN	IGF1R	INSR	KANK1	KANSL1L	KCNJ15	KCNQ1OT1	L3MBTL4	LINC00871	LINC01060	LINC01320	LINC01515	LPP	LRMDA	LRP2	LUC7L3	MACROD2	MAP3K13	MAPK10	MAST4	MBD5	MIR100HG	MME	MSRA	MYO6	N4BP2L2	NCKAP5	NEAT1	NEDD4L	NFIA	NFIB	NHS	NLGN1	NOX4	NRP1	OGA	P3H2	PARD3	PATJ	PAX8	PBX1	PCCA	PCDH15	PCLO	PCSK5	PDE4D	PDE7A	PDE8A	PDZD2	PKHD1	PLEKHA5	PLEKHA6	PLEKHA7	PLG	PLXDC2	PNISR	PPARA	PPFIBP1	PPP1R21	PRKN	PRRC2C	PRUNE2	PTH1R	PTH2R	PTPRD	PTPRG	PTPRJ	PTPRM	PUM3	RAB11FIP3	RABGAP1L	RALYL	RBM25	RBM47	RBM6	RERE	RERG	RHEX	RHOBTB1	RMST	RNF152	RORA	SAFB2	SAMD5	SCAPER	SCMH1	SDK1	SETBP1	SIK2	SIPA1L1	SLC13A1	SLC13A3	SLC16A12	SLC16A9	SLC17A1	SLC17A3	SLC1A1	SLC28A1	SLC2A9	SLC4A4	SLC5A12	SLIT2	SMIM2-AS1	SMYD3	SNHG14	SNX29	SORBS2	SORCS1	SPAG9	SREK1	SRRM2	SRSF11	SUGCT	SUMF1	SYNE2	TACC1	TEAD1	TFDP2	THOC2	TINAG	TLN2	TNRC6A	TNRC6B	TNS1	TRABD2B	TRPM3	TRPS1	TTC28	UBE2E2	UGT2B7	ULK4	VPS13A	VWA8	WDFY3	WDR72	WWOX	ZBTB16	ZBTB20	ZBTB38	ZC3H13	ZHX3	ZNF804B
LAKE_ADULT_KIDNEY_C4_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C4_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S2	ABLIM1	ACSM2A	ACSM2B	ACSM3	ADAMTS9-AS1	AGAP1	AGBL4	AKAP12	AKAP13	ALPK2	ANK3	ANKIB1	ANKRD26	AOPEP	ARGLU1	ARHGAP26	ARHGAP6	BABAM2	BCL2	BDP1	BICC1	BNC2	CALD1	CAMKMT	CCDC198	CDH6	CDK14	CDKAL1	CLIC4	CLSTN2	CNKSR3	CNTN4	COL18A1	COL4A1	COL4A2	CREB5	CRIM1	CUX1	DANT2	DCDC2	DGKH	DIP2C	DLG1	DLG2	DLGAP1	DNAH14	DYNC2I1	EIF4G3	EPB41L4A	EPS8	ERRFI1	EXOC4	EXT1	FAF1	FARP1	FHIT	FHOD3	FKBP5	FMNL2	FOXP2	FTX	GALNT14	GLIS3	GLS	GMDS-DT	GNAQ	GPC6	GULP1	IGF1R	ITGAV	ITGB8	ITSN1	KANK1	KANSL1	KANSL1L	KCNJ15	KIAA1217	KLF12	KLF6	L3MBTL4	LINC01320	LPP	LRMDA	LRP2	MACC1	MAML2	MAPK10	MAST4	MBD5	MEF2A	NBEA	NCKAP5	NEAT1	NFIA	NFIB	NHS	NLGN1	NOX4	NRG3	NRP1	NTN4	OXR1	P3H2	PAM	PARD3	PARD3B	PATJ	PAX8	PDE4D	PDE7A	PDE8A	PDLIM5	PICALM	PKHD1	PLCL1	PLEKHA5	PLXDC2	PPFIBP1	PPP1R9A	PRKN	PRUNE2	PTH2R	PTK2	PTPRD	PTPRG	PTPRK	PTPRM	RAPGEF2	RASAL2	RBMS3	RBPMS	RERE	RERG	RETREG1	RHEX	RHOBTB1	RNF213	RORA	SAMD4A	SASH1	SBF2	SCMH1	SDK1	SEMA5A	SHROOM3	SIPA1L1	SLC13A1	SLC16A12	SLC17A1	SLC2A9	SORBS2	SOX6	SPATS2L	SSH2	STOX2	SUMF1	SVIL	SYNE2	TCF12	TMEM178B	TNIK	TPM1	TRABD2B	TRIO	TTC28	UBE2E2	UGT2B7	VPS13A	VWA8	WDFY3	WWC1	WWOX	ZBTB16	ZBTB20	ZBTB38	ZFAND3
LAKE_ADULT_KIDNEY_C5_PROXIMAL_TUBULE_EPITHELIAL_CELLS_STRESS_INFLAM	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C5_PROXIMAL_TUBULE_EPITHELIAL_CELLS_STRESS_INFLAM	ABAT	ABCC2	ACACB	ACIN1	ACSF2	ACSM2A	ACSM2B	ADAMTS8	ADD1	ADGRV1	AFM	AFMID	AGMO	AGPAT3	AGXT2	AHI1-DT	AIG1	AK4	AK9	AKAP13	ALDH6A1	ALDOB	ANK1	ANKRD11	ANKS1B	ANPEP	AP3D1	AQP4-AS1	ARHGAP10	ARHGAP26	ARHGAP42	ARID4A	ASPA	ASPSCR1	ASS1	ASTN2	ASXL1	ATP2A2	ATXN7L1	BAZ1B	BAZ2A	BBS9	BCL2	BCOR	BHMT	BICDL1	BNIP3L	BRD4	BRD9	BTNL10P	C11orf65	C19orf12	C2orf27A	C4orf19	C9orf85	CACNA1C	CACNA1D	CAMK4	CCAR1	CCDC149	CCDC191	CCND3	CDON	CDR2	CFAP46	CFDP1	CHD2	CHD6	CHRM3	CLTC	CLUAP1	CMBL	CNTN1	CNTN4	CNTNAP2	COL27A1	COL4A1	CRADD	CREBBP	CRYL1	CSMD1	CSMD2	CSPP1	CTNNA3	CTSH	CUBN	CUX1	CYP2R1	CYP3A5	CYP4A22-AS1	CYTH1	DAB1	DCC	DEPTOR	DHRS3	DHTKD1	DIP2B	DLG2	DMD	DNAH2	DNM1	DNM2	DOK6	DPH6	DPP10	DPYS	DRD3	DYNC2I1	DZIP1	EBNA1BP2	ECHDC2	EGR1	EIF5B	EMX2OS	ENOSF1	ENOX1	ENPP6	EOLA1-DT	EOLA2-DT	EPHA8	EPHX2	EPS8L2	EYA2	FAM227B	FGD4	FGGY	FKBP5	FMN1	FOS	FRAS1	FRMD3	FRMD4A	FRMD4B	FRMD6-AS2	FSIP1	FXR2	GABBR2	GACAT3	GADD45A	GALM	GAS5	GCNT2	GHR	GLIS1	GMDS-DT	GNGT2	GOLGB1	GON4L	GPX3	GRAMD1B	GRIN2B	GTF2IRD1	GUSBP11	HECW1	HIP1	HMGB1	HNF1A-AS1	HOOK2	HPN	IGF2BP2	IL1RAPL2	IL36B	INSR	ITCH	ITSN1	KAT6B	KCNJ15	KCNK5	KDM2A	KIAA1549	KIAA1671	KIF12	KIF26B	KIFC3	KLHDC8A	KMT2B	LARGE1	LARP1	LENG8	LIN52	LINC00276	LINC00402	LINC00635	LINC00671	LINC00871	LINC00907	LINC01060	LINC01239	LINC01255	LINC01322	LINC01515	LINGO1	LMCD1-AS1	LRFN2	LRP2	LRRC4C	LSAMP	LUC7L	LUC7L3	MACROD2	MAL2	MAOB	MAP3K13	MAPT	MARK2	MCTP1	MDN1	MET	MFSD4B	MIOX	MIR100HG	MLXIPL	MME	MMP15	MOGAT1	MSRA	MYO6	MYRIP	NCKAP5	NCOR1	NELL1	NFE2L1	NFIC	NFIX	NFKBIA	NHS	NQO2	NR6A1	NRG1	NRP1	NRSN2-AS1	NSMF	NSUN6	NT5C2	NUMB	OGA	OPHN1	OPTN	OSBPL1A	OTUD7A	P4HA1	PAPPA2	PAQR5	PARP10	PAX2	PAX8	PCDH15	PCK1	PCSK5	PDE10A	PDE4D	PDHX	PDZD2	PFKL	PGPEP1	PHF14	PHF20	PIGL	PIP5K1A	PLCG2	PLEKHA5	PLEKHA6	PLEKHA7	PLG	PNISR	POR	PPARA	PPM1L	PPP1R16B	PPP1R21	PPP2R5E	PPP6R2	PRICKLE2	PRKAG2	PRKCE	PRKRIP1	PRLR	PRODH2	PRPF38B	PRRC2C	PRSS51	PRUNE2	PTH1R	PTMS	PTPRG	R3HDML-AS1	RAB11FIP3	RAPGEF3	RASGEF1B	RASSF4	RBM25	RBM39	RBM47	RBM6	RGL3	RGN	RHOBTB1	RIMS2	RIN2	RNA5SP475	RNF115	RNF152	RNF212B	RNF220	ROBO2	RORA	RRH	RUNX1	SAFB2	SAMD5	SCAF8	SEMA4D	SHANK2	SHISA6	SHROOM4	SIPA1L3	SLC13A1	SLC13A3	SLC16A10	SLC16A12	SLC16A9	SLC17A1	SLC1A1	SLC22A11	SLC22A12	SLC22A6	SLC22A7	SLC26A3	SLC28A1	SLC2A9	SLC36A2	SLC39A11	SLC43A2	SLC47A1	SLC4A4	SLC5A12	SLC7A7	SLC7A8	SLIT3	SMARCC1	SMG6	SMIM2-AS1	SMIM24	SNX29	SORBS2	SORCS1	SPEF2	SPPL3	SREK1	SRPK2	SRRM2	SRRT	SRSF11	STX8	SUCLG1	SUCLG2-DT	SUGCT	TANC2	TAPT1-AS1	TBCA	TCEA3	TCF25	TENM2	TENM4	TENT5A	TEX36	TFDP2	THOC2	TIMM23B	TLN2	TMEM214	TMEM232	TMEM63A	TMT1A	TNRC6A	TNRC6B	TNRC6C	TNS1	TOB2	TPCN1	TPD52	TRA2B	TRABD2B	TRPM3	TTC23L	TTTY14	UBE4B	UBN1	ULK4	UNC13B	UPB1	UPF2	UPF3B	UPP2	URGCP	USH1C	USP8	VDR	WDR13	WDR19	WIPF1	WWOX	XPC	YTHDC1	ZBED3-AS1	ZBTB16	ZC3H13	ZC3H6	ZC4H2	ZFC3H1	ZHX3	ZMAT1	ZNF614	ZNF708	ZNF804B	ZNF826P	ZNF91
LAKE_ADULT_KIDNEY_C6_PROXIMAL_TUBULE_EPITHELIAL_CELLS_FIBRINOGEN_POS_S3	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C6_PROXIMAL_TUBULE_EPITHELIAL_CELLS_FIBRINOGEN_POS_S3	ABCC4	ACMSD	ADAMTS9-AS1	AGAP1	AGT	AHI1	AKAP12	ALDH6A1	AOX1	APOL6	ARHGAP5	ARHGEF3	ASCC3	ASH1L	ATM	ATP11A	BTG1	C6orf62	CAB39	CALM1	CANX	CCNL1	CCT6A	CD24	CD59	CDH6	CFI	CHD1	CIB1	CLIC4	CLU	CNDP2	CNKSR3	CNN3	CNTN4	COBL	CRYAB	CTSB	CTSH	CTSL	CXCL14	CYB5A	DICER1	DNAJC1	DOK6	ENO1	EPS8	EZR	FAM135A	FAU	FBXL7	FCHO2	FGA	FGB	FGGY	FMNL2	FNIP2	FOXP2	FTH1	FTL	GALNT14	GATM	GBP2	GCLC	GLRX	GPX3	GULP1	H2AC6	HINT1	HLA-E	HOOK1	HSP90AA1	HSP90AB1	HSPA5	HSPA9	HSPD1	IL1R1	ITGB8	KCNIP4	KIF21A	KRT18	L3MBTL4	LAPTM4A	LINC00278	LINC01320	LPGAT1	LRP2	LRRK2	MACC1	MACF1	MAML2	MAST4	MGST1	MIOX	MSRA	MT1G	NCKAP5	NEAT1	NFIA	NLGN1	NRG1	NRP1	NT5C2	NUFIP2	OCIAD1	ODC1	PALS2	PARP14	PDZK1IP1	PEBP1	PHLDB2	PITPNC1	PLAAT4	PLCH1	PLEKHA1	PLSCR1	PNRC1	PRUNE2	PTGR1	PTPRK	RALGAPA2	RASSF4	RHEX	RNF19A	RNF213	RPL18	RPL27	RPLP0	RPS15	RPS16	RPS19	RPS20	RPS23	RRBP1	SEMA6A	SERPINA1	SERPINE2	SERPINF2	SIPA1L1	SKAP2	SLC13A1	SLC22A2	SLC27A2	SLC34A2	SLC3A1	SMIM2-AS1	SNX13	SOD1	SOD2	SPAG9	SPATS2L	SPP1	SPTLC3	SQSTM1	SSBP2	STAT1	SVIL	SYNE2	TAF1D	TAX1BP1	TFPI	TGM2	TINAG	TKT	TM9SF3	TMBIM6	TMSB10	TMTC2	TNFSF10	TRPS1	TXNRD1	UGCG	UNC5CL	VMP1	VPS13A	WWTR1	ZBTB20	ZBTB38	ZFAND5	ZNF292	ZNF462
LAKE_ADULT_KIDNEY_C7_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S3	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C7_PROXIMAL_TUBULE_EPITHELIAL_CELLS_S3	AGBL4	AKAP12	ALDOB	ANPEP	AQP1	ARID5B	ATP5F1E	BCL2	BNC2	C11orf54	CALD1	CALM1	CCNI	CD63	CDH6	CNDP2	CNKSR3	COL18A1	COL4A2	COX4I1	COX7C	CTSB	CXCL14	DCDC2	DLGAP1	EEF1A1	EEF2	EZR	FTH1	FTL	GALNT14	GATM	GPX3	HINT1	HLA-A	HSP90AB1	HSPA5	HSPD1	ITGAV	ITGB8	KCNJ15	KLF6	LAPTM4A	LRP2	MT1E	MT1G	MT2A	MTATP6P1	NCL	NFIA	NOX4	NPM1	NUCKS1	NUMB	PABPC1	PARD3	PDZK1IP1	PEBP1	PICALM	PPFIBP1	PSAP	PTMA	PTPRD	RERG	RETREG1	RHEX	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL18	RPL19	RPL21	RPL23	RPL24	RPL27	RPL27A	RPL3	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL37	RPL37A	RPL38	RPL4	RPL5	RPL6	RPL7	RPL7A	RPL8	RPL9	RPLP1	RPLP2	RPS11	RPS12	RPS13	RPS14	RPS15	RPS16	RPS17	RPS18	RPS19	RPS20	RPS21	RPS23	RPS24	RPS25	RPS27A	RPS28	RPS3A	RPS4X	RPS6	RPS7	RPS8	RPS9	RPSA	S100A6	SDC4	SDK1	SERF2	SIPA1L1	SLC13A1	SLC16A12	SLC17A1	SPATS2L	TMSB10	TPM1	TPT1	TTC28	UGT2B7	WWC1	ZBTB38
LAKE_ADULT_KIDNEY_C8_DECENDING_THIN_LIMB	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C8_DECENDING_THIN_LIMB	ACSL4	ACTG1	ADAM10	ADAMTS1	ADGRG1	ALDH1A2	ALDOA	ANXA2	ANXA5	APLP2	ARF1	ARHGAP29	ARHGAP5	ASAH1	ATP5F1A	ATP6V1G1	B2M	BEX3	BTF3	BTG1	CALM1	CANX	CAPN2	CCNI	CCT6A	CD164	CD24	CD59	CD63	CD9	CDH6	CEBPD	CHD1	CIB1	CIRBP	CLTA	CLU	CNBP	CNDP2	CPE	CRYAB	CSDE1	CTSB	CTSL	CYB5A	CYP24A1	CYSTM1	DDX5	DSP	DSTN	DUSP6	DYNLT1	EDF1	EDIL3	EEF1A1	EEF1B2	EEF1D	EEF2	EGR1	EHF	EID1	EIF1	EIF4A2	EIF4G2	EIF5	ENO1	EPCAM	EPRS1	ERMP1	FAU	FOXP2	FTH1	FTL	FUBP1	GAPDH	GAS5	GDF15	GNAS	GPX1	GSTP1	H3-3B	HIF1A	HINT1	HIPK2	HLA-A	HLA-B	HMGB1	HNRNPA2B1	HNRNPA3	HNRNPC	HNRNPDL	HNRNPM	HNRNPR	HNRNPU	HSP90AA1	HSP90AB1	HSP90B1	HSPA5	HSPA8	HSPA9	HSPD1	ID1	IFITM3	IGFBP7	IL6ST	IQGAP1	ITGA2	ITGB6	ITM2B	JAK1	KIF5B	KRT18	KRT8	KTN1	LAPTM4A	LDHA	LDHB	LINC01320	LITAF	LMAN1	LRRK2	MAOA	MET	MMP7	MT2A	MYL12A	MYL12B	MYL6	MYO9A	NACA	NAMPT	NAP1L1	NCL	NDUFA4	NFE2L2	NFKBIZ	NORAD	NPM1	ODC1	PABPC1	PAPOLA	PAX8	PCBP1	PDIA3	PDIA6	PEBP1	PFDN5	PFKFB3	PGGHG	PGK1	PKM	PLEKHA1	PLOD2	PPIA	PPIB	PRDX1	PRPF40A	PSMA7	PSMB1	PTBP3	PTGES3	PTMA	PTTG1IP	RACK1	RAN	RASD1	REEP5	RHOA	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL15	RPL18	RPL19	RPL21	RPL23	RPL24	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35	RPL37A	RPL4	RPL41	RPL5	RPL6	RPL7	RPL7A	RPL8	RPL9	RPLP0	RPLP1	RPLP2	RPS11	RPS12	RPS13	RPS14	RPS15	RPS16	RPS17	RPS18	RPS19	RPS2	RPS20	RPS23	RPS24	RPS25	RPS27	RPS27A	RPS28	RPS3A	RPS4X	RPS5	RPS6	RPS7	RPS8	RPS9	RPSA	RTN4	S100A10	S100A6	SARAF	SASH1	SAT1	SEC62	SERBP1	SERF2	SERPINA1	SERPING1	SF3B1	SKP1	SLC34A2	SLC38A1	SLPI	SOD1	SOD2	SPP1	SRP14	SRSF3	TACSTD2	TAF1D	TAX1BP1	TCIM	TFPI	TFPI2	TGM2	TIMP1	TMBIM6	TMEM59	TMF1	TMSB10	TNFRSF11B	TNFSF10	TPI1	TPM1	TPM3	TPT1	TSC22D1	TXNIP	UBA52	UBB	UBE2D3	UBXN4	UGT2B7	VCAM1	VCL	VMP1	XRCC5	YBX1	YWHAB	ZFP36L1	ZNF770
LAKE_ADULT_KIDNEY_C9_THIN_ASCENDING_LIMB	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAKE_ADULT_KIDNEY_C9_THIN_ASCENDING_LIMB	ACSL4	ACTG1	ADGRG1	AIF1L	AKR1B1	ALDOA	ANK2	ANXA2	ANXA4	ANXA5	APLP2	APP	ARF1	ARHGAP24	ARHGAP29	ASPH	ATP5F1A	ATP5F1B	ATP5F1C	ATP5MC3	ATP6V0E1	ATP6V1G1	B2M	BEX3	BICC1	BTF3	BTG1	C12orf75	CALM1	CANX	CAST	CBR1	CCNI	CCT6A	CD24	CD59	CD63	CD9	CIB1	CIRBP	CLDN1	CLDN10	CLINT1	CLU	CNBP	CNDP2	COL4A3	COX4I1	COX7C	CRYAB	CSDE1	CTNNA1	CYB5A	CYCS	CYS1	CYSTM1	DANCR	DDX5	DEK	DSTN	DZIP1	EEF1A1	EEF1D	EEF2	EID1	EIF1	EIF4A2	EIF4G2	ENO1	EPCAM	ERMP1	FAU	FCHO2	FOXP2	FTH1	FTL	GAPDH	GDF15	GNAS	GOLM1	GPX1	GSTM3	GSTP1	H3-3B	HECTD1	HIF1A	HINT1	HLA-B	HNRNPA2B1	HNRNPA3	HNRNPC	HNRNPDL	HNRNPM	HNRNPR	HNRNPU	HOOK1	HSP90AA1	HSP90AB1	HSP90B1	HSPA5	HSPD1	IFITM2	IFITM3	IGFBP7	ITM2B	IVNS1ABP	JAK1	JTB	KIF5B	KRT18	KRT7	LAMTOR5	LAPTM4A	LDHA	LDHB	LYPLAL1	MAL	MAL2	MAOA	MET	MPC2	MYL12A	MYL12B	MYL6	NACA	NAP1L1	NCL	NCOA7	NDUFA4	NPM1	NTN4	OCIAD1	PABPC1	PDIA3	PDIA6	PEBP1	PFDN5	PFKFB3	PGK1	PKM	PLEKHA1	PON2	PPIA	PPIB	PRDX1	PRDX6	PSMA7	PSMB1	PSME1	PTMA	PTTG1IP	RAC1	RACK1	RAN	RARRES2	RBBP8	REEP5	RHOA	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL15	RPL18	RPL19	RPL21	RPL23	RPL24	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35	RPL37A	RPL4	RPL5	RPL6	RPL7	RPL7A	RPL8	RPL9	RPLP0	RPLP1	RPLP2	RPS11	RPS12	RPS13	RPS14	RPS15	RPS16	RPS17	RPS18	RPS19	RPS2	RPS20	RPS23	RPS24	RPS25	RPS27A	RPS3	RPS3A	RPS4X	RPS5	RPS6	RPS7	RPS8	RPS9	RPSA	RSRP1	RTN4	S100A10	S100A6	SARAF	SASH1	SAT1	SCCPDH	SCIN	SDHA	SEPTIN11	SERBP1	SERF2	SERPINA1	SF3B1	SIM2	SKIL	SLC16A5	SLC25A3	SLC34A2	SLPI	SOD1	SOD2	SPP1	SRP14	SRSF3	SYTL2	TACSTD2	TAX1BP1	TCIM	TFPI	TGM2	TGOLN2	TIMP1	TMBIM6	TMEM176A	TMEM59	TNFRSF11B	TNFSF10	TPI1	TPM1	TPR	TPT1	UBA52	UBB	UBE2D3	UBXN4	UGT2B7	VAV3	VMP1	VPS13C	WFDC2	XRCC5	YBX1	YWHAB	ZFAND5
MANNO_MIDBRAIN_NEUROTYPES_BASAL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_BASAL	ACTB	ACTG1	ATF4	ATP5F1B	ATP5F1E	ATP5ME	ATP5MG	ATP5MJ	ATP5PB	ATP5PO	BEX3	BRK1	BZW1	CFL1	CHCHD2	COX4I1	COX6B1	COX6C	DDX5	DYNLL1	EEF1A1	EEF1G	EEF2	EIF4A2	ELOB	FAU	FMC1-LUC7L2	GABARAP	H3-3B	HNRNPA2B1	HNRNPDL	HNRNPK	HNRNPU	HSPA8	MARCKS	NACA2	NDUFA13	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	TSC22D1	TUBA1B	UBB	UBL5	UQCRB	UQCRQ
MANNO_MIDBRAIN_NEUROTYPES_HDA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HDA	ACOT7	ACSL4	ACSL5	ACTL6B	ACVR1B	ADA2	ADARB2	ADCY2	ADCY8	AJAP1	AKAP1	AKAP12	AKR1C1	AKR1C2	AMPH	ANK1	ANK2	ANK3	ANKRD12	ANKRD13B	ANKRD36B	ANKRD55	AP1S2	APLP1	APOL6	APP	ARG2	ARHGAP23	ARHGEF3	ARL8A	ARMH4	ASNS	ATCAY	ATP1A3	ATP2B2	ATP8A1	BASP1	BCL11A	BEX2	BEX5	BICRAL	BIN1	BIVM-ERCC5	C1QL1	C1orf35	C22orf42	C2CD4C	CA1	CACNA1E	CACNG2	CADM1	CADPS	CALB2	CAMK2B	CAMK2N1	CASZ1	CBLN2	CCDC136	CCSER1	CD2	CD24	CD27-AS1	CDC42EP3	CDH13	CDH4	CDK5R1	CELF3	CELF4	CELF5	CELSR3	CEP126	CGN	CHD5	CHGA	CHL1	CHRNA4	CHRNA7	CHST1	CLCN4	CLSTN2	CLUL1	CLVS1	CLVS2	CNGB1	CNTN1	COBL	COL8A1	COLQ	CPEB4	CPNE4	CRHBP	CRMP1	CSMD1	CSRNP3	CTNNA2	CTTNBP2	CTXN2	CXADR	CYRIA	DAAM1	DACT1	DCLK1	DCX	DDC	DGKE	DIRAS3	DLG2	DLG4	DLK1	DMTN	DNASE1L1	DNER	DNM3	DOCK4	DOK4	DOK6	DPP6	DPYSL3	DRAIC	DSCAM	EBF1	EBF2	EBF3	EDIL3	EEF1A2	EEPD1	EHBP1	EID2B	ELAVL2	ELAVL3	ELAVL4	ELOVL3	ELOVL4	EN1	EN2	ENC1	ENO2	EPB41L1	EPHA5	ERBB4	ERC2	FAM13C	FAM217B	FAT3	FAXC	FBLL1	FBXL16	FGF13	FGF9	FJX1	FNBP1	FNDC5	FNDC9	FOXA1	FOXA2	FOXP2	FRMD3	FSD1	FSTL4	FUT9	GABBR2	GABRA2	GABRB1	GABRB3	GABRG2	GALNT17	GAP43	GARNL3	GDAP1L1	GFRA1	GLCE	GLRA2	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	HOOK1	HPCAL4	HPGD	HS3ST4	ICA1L	IGF1	IGSF9	INA	INHBA-AS1	INSM1	IRF2BPL	IRGQ	JPH4	JUP	KCNAB1	KCNIP4	KCNMA1	KCNN3	KCNQ3	KCTD8	KIF21B	KIF3A	KIF5C	KIFC2	KLF7	KLHL1	KLHL14	KLHL29	KLHL32	KLHL35	L1CAM	LAMC2	LDB2	LHFPL4	LMTK3	LMX1A	LPCAT4	LRRC3B	LRRC55	LRRC7	LSAMP	LY6H	LYST	MAB21L1	MACO1	MAGI2	MAP1B	MAP2	MAP3K11	MAP3K9	MAST1	MAST2	MED12L	MEG3	MIAT	MIR124-2HG	MIR3917	MLLT11	MMP24	MSANTD3-TMEFF1	MTURN	MTUS2	MUC16	MUC19	MYO5A	MYRIP	MYT1L	NALF1	NAP1L3	NAV3	NCAM1	NCDN	NEB	NECTIN1	NEDD4L	NEGR1	NFE2L3	NFIX	NLGN4X	NLK	NMNAT2	NNAT	NPY1R	NR4A2	NREP	NRXN1	NRXN2	NRXN3	NSG1	NSG2	NTM	NTNG1	NTSR1	NYAP1	OLFM3	OPN5	OPRK1	OPTN	OR4N2	PAK3	PAK5	PAK6	PAPPA	PARP8	PBX1	PBX3	PCDH1	PCDHGC4	PDE4DIP	PDZD7	PDZRN4	PGM2L1	PHACTR3	PIANP	PID1	PIP4P2	PITX3	PKIA	PLCXD3	PLEKHA1	PLEKHA6	PLEKHM3	PLPPR2	PLPPR4	PLXNA3	PLXNA4	PLXNC1	PNMA8B	POU2F2	PPFIA2	PPP1R21	PPP2R3A	PRDM8	PRKACB	PRKAR1B	PRKCA	PRKCB	PRKCZ	PRKX	PRLR	PRRT2	PSD	PSD2	PTGES3L	PTK2B	PTPN5	PTPRO	PWAR1	RAB11FIP4	RAB9B	RALGDS	RALYL	RAP1GAP2	RAPGEF5	RASSF5	RBFOX2	REEP1	REEP2	RELN	RETREG1	RFPL1S	RGS6	RIMS1	RIMS2	RIPOR2	RNF112	RNF113A	RNF14	ROBO1	ROBO2	ROCK1	RTL9	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	SHISAL1	SHROOM2	SHTN1	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	TAFA1	TAGLN3	TBC1D3	TCEAL5	TENM1	TERF2	TERF2IP	TFR2	TH	THSD7B	TLE2	TM2D3	TMCC3	TMEFF2	TMEM121B	TMEM132B	TMEM163	TMEM169	TMEM178B	TMEM185B	TMEM196	TMEM35A	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	XIST	XKR4	XPR1	YPEL2	YWHAG	ZBTB38	ZC2HC1A	ZCCHC12	ZFHX2	ZFHX3	ZFP69B	ZGLP1	ZNF33B	ZNF385D	ZNF568	ZNF57	ZNF697
MANNO_MIDBRAIN_NEUROTYPES_HDA1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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	ARK2C	ARL8A	ARMCX5-GPRASP2	ARMH4	ARRB1	ASB4	ASIC2	ASXL3	ATCAY	ATP11C	ATP1A3	ATP1B1	ATP8A2	ATP9A	B3GALT2	BASP1	BCL11A	BDNF	BEND4	BEX5	BICRAL	BNC2	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	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	DLK1	DMTN	DNAJB5	DNAJC3	DNAJC6	DNER	DNM1	DNM3	DOCK3	DOCK4	DOK4	DOK6	DPP6	DPYSL3	DRAIC	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	FAM169A	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	GARIN1A	GDAP1	GDPD5	GFRA1	GLRA2	GNAL	GNAO1	GNAQ	GNG2	GNG3	GNPTAB	GOLGA7B	GPC2	GPM6A	GPR12	GPR176	GPR26	GPR85	GPRASP1	GRIA3	GRIK3	GRIN3A	GRM8	GRP	GSDME	HBA1	HBA2	HCN3	HIVEP3	HMGCLL1	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	KIF21A	KIF21B	KIF3A	KIF3C	KIF5C	KIFC2	KLC1	KLHL1	KLHL13	KLHL29	KLHL32	KLHL35	KSR2	L1CAM	LDB2	LGI2	LHFPL4	LINGO1	LMO4	LMTK3	LMX1B	LONRF2	LPCAT4	LPIN1	LRRC3B	LRRC55	LRRC7	LRRTM2	LRRTM4	LSAMP	MAB21L1	MACROH2A2	MAN2A2	MAP1B	MAP2	MAP3K9	MAP6	MAPK8	MARCHF1	MARK1	MAST1	MAST2	MCF2L	MEG3	MEST	MFSD6	MIAT	MID1	MIR124-2HG	MLLT11	MMD	MMP24	MSANTD3-TMEFF1	MTURN	MTUS2	MYEF2	MYRIP	MYT1L	NALCN	NALF1	NAP1L2	NAP1L3	NAP1L5	NAPB	NAV1	NAV3	NBEA	NCAM1	NCS1	NDRG4	NECAP1	NECTIN1	NEDD4L	NEGR1	NETO2	NFASC	NIPA1	NKAIN2	NLN	NMNAT2	NNAT	NOL4	NPAS4	NPNT	NR4A2	NREP	NRXN1	NRXN2	NRXN3	NSG1	NSG2	NTNG1	NTSR1	OCRL	OLFM3	OPN5	OPRK1	OPTN	OSBPL6	PAK3	PAK5	PALB2	PAPPA	PBX1	PBX3	PCDH1	PCDHA7	PCSK1N	PCSK2	PDE1A	PDE1C	PDE4D	PDE4DIP	PDZD7	PDZRN4	PEG3	PGAP4	PGM2L1	PHACTR3	PHYHIPL	PID1	PIK3R1	PITX3	PKIA	PLCB1	PLCB4	PLEKHA6	PLPPR4	PLXNA3	PLXNA4	PLXNC1	PNMA2	POU2F2	POU3F2	PPFIA2	PRDM8	PRICKLE2	PRKAG2	PRKAR1B	PRKAR2B	PRKCA	PRRT2	PRRT4	PSD	PSD2	PTPN18	PTPN3	PTPN5	PTX3	RAB11FIP4	RAB3A	RAB3B	RAD21-AS1	RALGDS	RALGPS1	RALYL	RAPGEF5	RASSF5	RBFOX2	RCAN2	RCOR2	REEP1	RELN	RETREG1	REV3L	RFPL1S	RGS17	RIMS1	RIMS3	RIMS4	RNF112	RNF125	RNF144A	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	SHTN1	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	TLCD3B	TMCC3	TMEFF2	TMEM121B	TMEM132B	TMEM151A	TMEM169	TMEM178B	TMEM185B	TMEM196	TMEM255A	TMEM35A	TMEM59L	TMEM74B	TMOD2	TMX4	TOX2	TOX3	TPPP	TRHDE	TRIM36	TRIM58	TRIM67	TSC1	TSHZ2	TSIX	TSPOAP1	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	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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	ARK2C	ASB4	ASXL3	ATCAY	ATP1A3	ATP1B1	ATP8A2	ATP9A	B4GALNT1	B4GALT6	BAALC	BASP1	BDNF	BEGAIN	BEX1	BEX2	BEX5	BICRAL	BLCAP	BNC2	BRSK1	BSN	BTBD1	C10orf95-AS1	C12orf76	C19orf12	C1QL1	C1orf35	C22orf42	C6orf118	CACNA1A	CACNA1B	CACNA1E	CACNG2	CACNG4	CACNG8	CADPS	CALB1	CALHM6	CALN1	CAMK2N1	CASKIN1	CBLN2	CBLN4	CCDC85A	CD2	CD24	CD27-AS1	CDH13	CDH4	CDH8	CDK14	CDK5R1	CDKL2	CDKN2D	CDON	CELF3	CELF4	CELF5	CEP126	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	DRAIC	DRD2	DSCAM	DUSP4	DYNC1I1	EEF1A2	EID2B	ELAVL2	ELAVL4	ELOVL3	ELOVL4	EN1	EN2	ENHO	ENO2	ENOX1	ENPP4	ENTREP2	EPB41L1	EPB41L4B	EPHA5	ERBB4	ERC2	FADS3	FAIM2	FAM184A	FBLL1	FBXL16	FGF13	FGF9	FHOD3	FKBP1B	FLRT3	FNBP1L	FOXA1	FRMPD3	FRMPD4	FRY	FUT9	FXYD6-FXYD2	GABARAPL1	GABRA2	GABRB1	GABRB3	GABRG2	GAP43	GARNL3	GFRA1	GNAL	GNAO1	GNG3	GNPTAB	GOLGA3	GOLGA8B	GPC2	GPM6A	GPR12	GPR26	GPR85	GPRASP1	GPRIN3	GRIA2	GRIA3	GRIK3	GRIP2	GRM5	GRP	HBA1	HBA2	HBB	HBG1	HBG2	HERC2P2	HMGCLL1	HOOK1	HPCAL4	HPRT1	IGF1	IKZF4	INA	INSM1	IPCEF1	JAKMIP1	JPH3	JPH4	JPT1	JUP	KCNC2	KCNIP4	KCNJ6	KCNN3	KCTD4	KIAA1549	KIF21B	KIFAP3	KIFC2	KLC1	KLHL1	KLHL13	KLHL29	KLHL32	KRT17	KRT222	KRT5	L1CAM	LGI1	LGI2	LHFPL4	LMO3	LMO4	LONRF2	LRFN5	LRRC37A3	LRRC3B	LRRC49	LRRC55	LRRC7	LRRTM2	LRRTM4	LY6H	MAP1B	MAP2	MAP7D2	MAPRE2	MAST1	MCC	MEG3	MEST	MGAT4C	MIAT	MIR3917	MLLT11	MMP24	MPP2	MPPED2	MTURN	MTUS2	MYCBP2	MYO5A	MYRIP	MYT1	MYT1L	NALCN	NALF1	NAP1L3	NAPB	NCAM1	NDRG4	NEDD4L	NETO2	NFASC	NIPA1	NKAIN1	NKAIN2	NLN	NMNAT2	NNAT	NOL4	NPAS4	NPY1R	NR4A2	NREP	NRXN2	NRXN3	NSG1	NSG2	NTM	NTSR1	NYAP1	OLFM3	OPN5	OPRK1	OPTN	OSBPL6	PACS1	PAK3	PAK5	PAPPA	PBX1	PBX3	PCDH1	PCDH17	PCDHB4	PCSK2	PDE11A	PDE1A	PDE1B	PDE2A	PDE4D	PDP1	PDZD7	PDZRN4	PEX5L	PFKP	PGAP4	PGM2L1	PHACTR3	PHYHIPL	PIANP	PID1	PIK3CD	PIK3R1	PITX3	PKIA	PLA2G4C	PLCXD3	PLEKHA6	PLPPR2	PLPPR4	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	RETREG1	REV3L	RGS6	RIMBP2	RIMS1	RIMS2	RIMS3	RNF112	RNF125	RNF17	ROBO1	ROBO2	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	SHISAL1	SHROOM2	SHTN1	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	TLCD3B	TMCC3	TMEM121B	TMEM132B	TMEM151A	TMEM169	TMEM178B	TMEM196	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_HENDO	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HENDO	A2M	AAMDC	ABCA1	ABCB1	ABCB4	ABCG1	ABCG2	ABHD17A	ABLIM1	ABLIM3	ACE	ACOT9	ACSL5	ACSS1	ACTN1	ACTN4	ACVR1	ACVRL1	ADAM15	ADAM1A	ADAMTS1	ADAMTSL2	ADAMTSL4-AS1	ADCY4	ADGRA2	ADGRF5	ADGRL2	ADGRL4	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	ATP8B1	AXIN2	B2M	B4GALT1	BCAM	BCAP29	BCL3	BCL6B	BMP4	BNIP2	BOK	BSG	BTNL9	C1orf115	C1orf54	C2CD2L	C2CD4B	CA2	CA5A	CALCRL	CARD8	CASP1	CASP12	CASP3	CASP4	CAST	CASTOR1	CAV1	CAV2	CAVIN1	CAVIN2	CAVIN3	CCDC141	CCDC186	CCDC68	CCDC85B	CCM2L	CCN1	CCN2	CCNL1	CCNY	CCT8L1P	CD164	CD19	CD27	CD34	CD4	CD55	CD59	CD81	CD82	CD93	CDA	CDC42EP2	CDH11	CDH5	CDK7	CDKN1A	CDKN2B	CEACAM21	CEMIP2	CERS2	CETP	CFLAR	CGNL1	CHST15	CHST3	CHST7	CKMT2	CLDN5	CLEC14A	CLEC1A	CLEC2B	CLEC3B	CLIC2	CLIC4	CLIC5	CNN2	COBLL1	COX7A1	CPD	CPNE2	CPNE5	CPT1A	CRACDL	CREB5	CREM	CRIM1	CRTAP	CSF3	CSGALNACT1	CSRNP1	CSRP1	CSRP2	CTDSP1	CTHRC1	CXCL1	CXCL12	CXCL2	CXCL8	CYB5A	CYBA	CYYR1	DAB2	DAP	DCBLD1	DDIT3	DEDD2	DEGS2	DENND2C	DENND3	DGKE	DHRS3	DIPK2B	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	EMCN	EMP1	EMP2	ENG	ENTPD1	ENTREP2	EOGT	EPAS1	EPHA2	EPHB4	EPHX4	ERC2-IT1	ERF	ERG	ERVMER34-1	ESAM	ESM1	ESYT2	ETS1	ETS2	EVA1B	F11R	F2RL1	FABP4	FAM124B	FAM43A	FAM78A	FAM89A	FAR2	FBLN2	FCGR2A	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	GBP4	GBP6	GDF15	GDPD5	GGT5	GIMAP1	GIMAP4	GIMAP5	GIMAP6	GIMAP7	GIPC3	GJA1	GJA4	GJC2	GLRX	GMFG	GNA14	GNAI2	GNG11	GNG5	GPCPD1	GPD1L	GPR146	GPR155	GPR4	GRAP	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	ITPRID2	ITPRIP	ITPRIPL2	ITSN2	IVNS1ABP	JAG1	JAG2	JAK1	JAM2	JCAD	JPH1	JUN	JUNB	JUP	KANK2	KANK3	KANK4	KCNJ2	KDR	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	LONRF3	LPAR6	LPP	LRP8	LRRC36	LRRC55	LRRC8C	LSMEM1	LSR	LTA	LTBR	LUZP1	LXN	LYL1	LYSMD2	MAFF	MAGT1	MALT1	MAOA	MAP3K1	MAP3K11	MAP4K2	MAP4K3	MAST4	MATN3	MBNL2	MBTPS1	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	MYORG	MYRIP	MYZAP	N4BP3	NAMPT	NECTIN2	NEDD9	NEIL1	NHERF2	NIBAN1	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	PGAP6	PGF	PGGHG	PHLDA1	PICALM	PIEZO1	PIK3CB	PIK3IP1	PIK3R6	PINK1	PITPNA	PKIG	PKP4	PLA2G4C	PLAAT3	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	PRKCH	PRKD3	PROCR	PROSER2	PRSS12	PRX	PRXL2A	PTBP1	PTGS2	PTPRB	PTPRG	PTPRM	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	RIGI	RNASE1	RNF135	RNF144B	RNF19A	ROBO4	RPS28	RPS6KA2	RPS6KA3	RRAS	S1PR1	SAT1	SCARB1	SCARF1	SCML1	SDC3	SDCBP	SEC14L1	SEL1L3	SELE	SELENOP	SEMA3G	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	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	SRARP	SRGN	ST3GAL1	ST6GAL1	ST6GALNAC1	STAB1	STARD13	STARD4	STARD8	STAT3	STAT6	STING1	STOM	STRA6	STX3	STXBP2	SUCLG2	SULT1C4	SVIL	SYNGR2	SYPL1	TACC1	TAF1C	TAGLN2	TAMALIN	TAX1BP3	TBC1D4	TBX1	TBX3	TBXA2R	TCF15	TCF4	TCIM	TCIRG1	TCN2	TEK	TES	TFEB	TFRC	TGFB1	TGFBR2	TGM2	THBD	THSD1	TIAM1	TIE1	TIMP1	TJP1	TLE1	TLN1	TLR4	TM4SF1	TM4SF18	TM6SF1	TMBIM1	TMC6	TMC7	TMEM123	TMEM19	TMEM229B	TMEM255B	TMEM35B	TMEM37	TMEM45B	TMEM88	TMOD3	TMSB4X	TNFAIP1	TNFRSF14	TNFRSF1A	TNFRSF1B	TNS1	TNS2	TOMM40	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	ZNF366	ZYX
MANNO_MIDBRAIN_NEUROTYPES_HGABA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HGABA	A2M-AS1	AATBC	AATK	ABCA3	ABCC5	ABLIM3	ABR	ACSL4	ACSL6	ACTL6B	ACVR1B	ACVR2A	ACVR2B	ADAM23	ADAMTS3	ADAMTSL4-AS1	ADAP1	ADARB2	ADCY1	ADGRB1	ADGRD1	ADGRL1	ADGRL3	AFF2	AFF3	AGAP1	AGAP12P	AGTPBP1	AHDC1	AHNAK2	AJAP1	AKAP6	AKAP9	AKR1C1	AKR1C2	AMER2	AMER3	ANK1	ANK2	ANK3	ANKAR	ANKIB1	ANKRD12	ANKRD18A	ANKRD36	ANKRD36B	ANKRD44	ANKS1B	ANO5	ANO8	AP1S2	AP1S3	AP3B2	APBA1	APBA2	APC	APC2	APLP1	ARFGEF1	ARFGEF3	ARHGAP23	ARHGAP24	ARHGAP35	ARHGEF12	ARID4A	ARK2C	ARL4C	ARL8A	ARMH4	ARNT2	ARPP21	ASIC2	ASNS	ASXL3	ATCAY	ATL1	ATP1A3	ATP1B1	ATP2B1	ATP2B2	ATP8A1	ATP9A	ATRX	AUTS2	B3GALT2	B3GAT1	B4GALNT4	BACE1	BACH2	BASP1	BCL11A	BCL11B	BCL2L15	BDNF	BDP1	BEND4	BEX2	BIVM	BIVM-ERCC5	BLCAP	BLID	BLTP3B	BOD1L1	BRD1	BRF1	BRSK2	BRWD1	BSN	BZW2	C11orf87	C17orf67	C1orf35	C2CD5	C2CD6	C3orf62	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	CELF1	CELF2	CELF3	CELF4	CELF5	CELF6	CELSR3	CEMIP	CEND1	CEP126	CEP85L	CERS6	CERT1	CGN	CHD3	CHD5	CHGA	CHIC1	CHL1	CHN1	CHN2	CHRM5	CHRNA4	CHST1	CHST11	CHSY3	CITED2	CLCN4	CLIP1	CLVS1	CLVS2	CMIP	CNOT6L	CNR1	CNTN1	CNTN4	CNTN5	CNTNAP2	CNTNAP4	COL11A1	COL6A6	COL8A1	COMTD1	CPEB2	CPEB3	CPEB4	CPNE5	CREBRF	CREG2	CRIM1	CRMP1	CSAD	CSGALNACT1	CSMD1	CSMD2	CSMD3	CSNK1G2	CSPG5	CSRNP3	CTNNA2	CTNND2	CXADR	CXCL5	CYFIP2	CYLD	CYP4X1	CYRIA	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	ENSG00000255240	ENTREP2	EPB41	EPB41L1	EPHA3	EPHB1	ERAP2	ERC2	ERC2-IT1	ESRRG	ETS2	F11R	FADS3	FAM114A2	FAM117B	FAM169A	FAM171B	FAM184A	FAM216A	FAM217B	FAM219A	FAM43B	FAM81A	FAR2P2	FAT2	FAXC	FBLL1	FBXL16	FBXO48	FGF12	FGF14	FGF7P3	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	GPR137C	GPR155	GPR158	GPR176	GPR26	GPR85	GPRASP1	GPRIN3	GRIA1	GRIA2	GRIA4	GRID1	GRID2	GRIK1	GRIK2	GRIK3	GRIN3A	GRIP1	GRIP2	GRK3	GRM1	GRM3	GRM4	GRM5	GRM7	GSE1	GUCY1A1	HBB	HBE1	HBG2	HCFC2	HCN3	HERC1	HERC2P2	HERC2P4	HIVEP3	HNF1B	HNRNPCL3	HOOK1	HPCAL4	HS6ST2	HS6ST3	HSPA12A	HYCC2	HYDIN	ICA1L	IDS	IGFN1	IGSF3	IGSF9B	IKZF3	IKZF4	INA	INPP4A	INSYN2A	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	KHDRBS2	KHDRBS3	KIAA1549	KIAA1549L	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	LINC00205	LINGO1	LMOD3	LOC283299	LONRF1	LONRF2	LPAR2	LPCAT4	LPIN1	LRATD1	LRFN5	LRP12	LRP1B	LRRC2	LRRC3B	LRRC49	LRRC4B	LRRC7	LRRK2	LRRN3	LRRTM2	LSAMP	LSM11	LUC7L	LYSMD2	LYST	LZTS3	MAB21L1	MACO1	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	MIR3945HG	MLLT11	MLLT3	MMP24	MPP3	MPPED2	MSANTD3-TMEFF1	MSR1	MTMR6	MTSS1	MTURN	MTUS1	MTUS2	MUC19	MUC2	MVB12B	MYCBP2	MYO5A	MYO7A	MYT1	MYT1L	N4BP2	NALCN	NALF1	NALF1-IT1	NAP1L2	NAP1L3	NAP1L5	NAPB	NAV1	NAV3	NBEA	NCAM1	NCAN	NCDN	NCOA7	NCR3LG1	NCS1	NDRG4	NDST3	NEB	NECTIN1	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	NSG2	NT5DC3	NTM	NTNG1	NTRK3	NUAK1	NUTM2A	NXPH1	NXPH2	OCRL	OGDHL	OLFM1	OLFM3	OPCML	OPN5	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	PLPPR1	PLPPR4	PLXNA1	PLXNA3	PLXNA4	PLXNC1	PNCK	PNMA2	PNMA8B	PNOC	POU2F1	POU2F2	POU3F2	PPARGC1A	PPARGC1B	PPFIA2	PPFIA4	PPFIBP1	PPP1R9A	PPP2R2B	PPP2R2C	PPP2R3A	PPP3CB	PPP3R1	PRAMEF1	PRDM2	PRDM8	PREPL	PRICKLE2	PRKAA2	PRKAB2	PRKACB	PRKAR1B	PRKAR2B	PRKCA	PRKCB	PRKCZ	PRLR	PRNP	PRRC2B	PRRT2	PRRT4	PRSS12	PRSS53	PSD	PSD2	PTBP3	PTEN	PTPN5	PTPRK	PTPRO	PTPRT	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	RETREG1	RETREG2	REV3L	RFK	RFPL1S	RFPL3S	RFX7	RGS17	RGS6	RGS7BP	RHOT2	RICTOR	RIMBP2	RIMS1	RIMS2	RIMS3	RIPOR2	RNF112	RNF146	RNF157	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	SHISAL1	SHOX2	SHROOM2	SHTN1	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	TAFA2	TAFA5	TAL1	TANC2	TAOK3	TARBP1	TATDN2	TBC1D24	TBC1D2B	TBC1D3	TBC1D32	TBC1D9	TCEAL2	TCEAL5	TCERG1	TCERG1L	TENM1	TENM2	TERF2IP	TES	THEM4	THRA	THSD7A	TLCD3B	TLL1	TLN2	TMCO3	TMEFF2	TMEM121B	TMEM132B	TMEM151A	TMEM163	TMEM169	TMEM178B	TMEM185B	TMEM196	TMEM229B	TMEM255A	TMEM35A	TMEM59L	TMEM74B	TMOD2	TNFSF13B	TNK2	TNKS	TNRC6A	TNRC6C	TOX2	TOX3	TPD52L1	TRHDE	TRIM2	TRIM46	TRIM58	TRIM67	TRIM9	TSC2	TSHZ2	TSIX	TSPAN7	TSPOAP1	TSPYL4	TTC14	TTC3	TTC9	TTC9B	TTLL7	TTN	TUBB2B	TUBB3	TULP4	TUT4	TVP23C	UBASH3B	UBE2Q2	UBE2QL1	UBE2Z	UBN2	UBQLN2	UBXN2B	UCHL1	UGCG	UNC13A	UNC79	USP49	VASH2	VAV2	VAV3	VCAN	VGF	VHL	VPS53	VSNL1	VSTM2A	VWA5A	VWCE	WAC-AS1	WASF1	WDR97	WNK3	WNT7A	WT1-AS	XIST	XK	XKR4	XKR6	XPA	XPR1	YPEL2	YWHAG	ZBED10P	ZBTB38	ZBTB43	ZC3H8	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_HMGL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HMGL	A2M	ABCG1	ABI3	ACSF2	ACSL5	ACY3	ADAM28	ADAMTSL4-AS1	ADAP2	ADAT2	ADCK2	ADCY7	ADORA3	ADPGK	AFF1	AGR2	ALOX5	ALOX5AP	ANKRD44	ANO1	ANOS1	ANXA11	ANXA4	ANXA5	AP1B1	APBB1IP	APOBEC3C	APOBEC3D	APOBR	APOC1	APOC2	APOE	ARHGAP25	ARHGAP26	ARHGAP4	ARHGAP45	ARHGDIB	ARHGEF6	ARPC1B	ARRB2	ARRDC2	ASAH1	ATF3	ATP8B4	AXL	B2M	B3GNT5	B4GALT1	BAG3	BCAP29	BCL2A1	BCL3	BDNF	BHLHE41	BIN1	BIN2	BIRC3	BLNK	BLVRB	BMP2K	BRI3	BTK	C12orf75	C17orf67	C1QA	C1QB	C1QC	C1orf54	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	CDK7	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	CYBA	CYBB	CYFIP1	CYTH4	CYTIP	DAB2	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	FAR2	FCER1G	FCGR1A	FCGR1BP	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	GRN	GSN	GYPC	HAUS4	HAVCR2	HBA1	HBA2	HBG1	HBG2	HCLS1	HCST	HERPUD1	HHEX	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	INTS6L	IPCEF1	IRAK2	IRF1	IRF8	ITGAV	ITGB2	ITM2B	ITPR2	ITPRIPL2	ITSN2	JAK3	JUNB	KBTBD8	KCNE3	KCNK13	KCNK3	KCNK6	KCTD12	KIAA1755	KIF14	KLF2	KLF3	KRT14	KRT17	KRT5	LAIR1	LAPTM5	LAT2	LCP1	LGMN	LHFPL2	LILRA2	LILRB4	LIMS1	LIPA	LITAF	LPAR5	LPAR6	LPCAT2	LPL	LRRC8C	LRRK2	LTA	LTBR	LY86	LY96	LYN	LYST	MAF	MAFB	MAFF	MALT1	MANBA	MAP2K3	MAP3K5	MAP3K8	MARCHF1	MBP	MCTP1	MEF2C	MERTK	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	NIBAN1	NINJ1	NKX2-2	NLRP3	NPC1	NPC2	NPL	NR3C1	NR4A1	NR4A2	NRG2	NUP37	OAS1	OGFRL1	OLFML3	OLR1	OPRK1	OSTF1	OTUD1	P2RX4	P2RY12	P2RY13	P3H2	PAG1	PALD1	PAQR8	PARP14	PARP9	PARVG	PCDH12	PCDHGC3	PCED1B-AS1	PDK4	PDPN	PGGHG	PIEZO1	PIK3CG	PIK3IP1	PITHD1	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	STING1	STK17B	STOM	STX11	STXBP2	SUCLG2	SYK	SYNGR2	SYT6	TAGAP	TAL1	TAMALIN	TASL	TBC1D12	TENT5A	TESC	TFEC	TGFBR2	TIAM1	TICAM1	TLN1	TLR1	TLR4	TLR7	TM6SF1	TMBIM1	TMC8	TMEM119	TMEM144	TMEM19	TMEM35B	TMEM63A	TMT1A	TNFAIP3	TNFRSF11B	TNFRSF1A	TNFRSF1B	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	ZNF217	ZNF48
MANNO_MIDBRAIN_NEUROTYPES_HNBGABA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HNBGABA	AATK	ABLIM3	ACSL4	ACSL6	ACVR1B	ADAM23	ADAMTS5	ADCK2	ADCY1	ADCY2	ADGRB1	ADGRB3	ADORA2A-AS1	AHDC1	AJAP1	AK5	AKAP1	AKAP7	AKAP9	AKR1C1	AKR1C2	AMPH	ANK1	ANK2	ANK3	ANKRD12	ANKRD13D	ANKRD36B	ANKRD44	ANKRD9	ANO5	ANO8	ANOS1	APLP1	APOL6	ARFGEF3	ARID4A	ARK2C	ARPP21	ASIC2	ASNS	ASXL3	ATCAY	ATP1A3	ATP1B1	ATP2B1	ATP2B2	ATP8A2	ATP9A	B4GALNT4	BAALC	BACH2	BASP1	BCL11B	BCO2	BDNF	BDP1	BEND6	BLCAP	BLTP3B	BNC2	BRINP1	BRINP2	BRINP3	BRSK1	BSN	C11orf87	C12orf76	C1QL4	C1orf35	C22orf42	C3orf62	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	CELF2	CELF3	CELF4	CELF5	CEND1	CERS6	CFAP90	CHCHD1	CHD5	CHERP	CHGA	CHIC1	CHL1	CHN1	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	ENSG00000230725	EPB41L1	EPHA5	EPHB1	ERAP2	ERC1	ERC2	EYA4	FAM131B	FAM169A	FAM171B	FAM182B	FAR2	FAR2P2	FBLL1	FBXL16	FGF13	FGF14	FGF7P3	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	GRK3	GRM4	GRM5	GRM7	GRM8	GSE1	GUCY1A1	HCN3	HERC2P2	HOOK1	HPCAL4	HS3ST1	HS6ST3	ICA1L	IDH3A	IGF1	IGFBP3	IKZF4	INA	INHBA-AS1	IRGQ	JAG2	JAKMIP1	JAKMIP3	JPH3	JPH4	KCNA3	KCNC1	KCNC2	KCND2	KCNIP4	KCNIP4-IT1	KCNK6	KCNMA1	KCTD7	KCTD8	KHDRBS2	KIAA1549L	KIF21A	KIF21B	KIF3A	KIF3B	KIF5C	KIFC2	KIRREL1	KIRREL3	KLC1	KLHL1	KLHL32	KSR2	L1CAM	LGI2	LHFPL4	LINGO1	LONRF2	LPCAT4	LPIN1	LRFN5	LRP1B	LRRC3B	LRRC7	LRRC8C	LRRTM3	LRRTM4	LSAMP	MAB21L1	MACO1	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	MTCL3	MTSS1	MTURN	MUC19	MYCBP2	MYRIP	MYT1L	NALCN	NALF1	NALF1-IT1	NAP1L2	NAP1L5	NAT1	NBEA	NCAM1	NDRG4	NDST3	NECTIN1	NEGR1	NEIL1	NELL1	NFASC	NFATC2	NFIL3	NKAIN2	NKX2-2	NLGN1	NLN	NNAT	NOL4	NPAS3	NPAS4	NPTXR	NPY1R	NRG2	NRN1	NRXN1	NRXN2	NRXN3	NSG1	NSG2	NTM	NUAK1	OCRL	OGDHL	OLFM1	OLFM3	ONECUT1	ONECUT2	OPCML	OPN5	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	PLPPR4	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	PXK	RAB11FIP4	RAB3B	RAB6B	RALGAPA1P1	RALGDS	RALGPS1	RALYL	RAP1GAP2	RAP2B	RASA4	RASGEF1B	RASSF5	RBFOX1	RBFOX2	RBFOX3	RBMS3	REEP1	REEP2	RETREG1	REV3L	RFK	RGS7BP	RHOU	RIMBP2	RIMS2	RIMS3	RIPOR2	RNF112	RNF125	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	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	TAFA1	TAFA2	TAFA5	TAL1	TARBP1	TBC1D24	TBC1D3	TBC1D32	TCEAL2	TENM1	TENM4	TERF2IP	TESMIN	TFAP2B	TGFB2-OT1	THEM4	THSD7B	TIGD3	TLN2	TMC7	TMEFF2	TMEM121B	TMEM127	TMEM129	TMEM132B	TMEM178A	TMEM18	TMEM185B	TMEM192	TMEM196	TMEM35A	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	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_HNBM	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HNBM	ACVR2B	ADA2	ADAMTS5	ADGRG1	AFAP1	AJAP1	AMER2	ANK2	AP3B2	APOL4	ARK2C	ASIC3	ASXL3	ATCAY	ATL1	ATOSA	ATP1A3	AUTS2	BCL11A	BHLHE22	BRSK2	BSN	BZW2	C1orf35	CADM1	CADPS	CALB2	CASD1	CBFA2T2	CCBE1	CCSAP	CD2	CD24	CD27-AS1	CDC42EP3	CELF3	CELSR3	CEP15	CHML	CHN2	CLVS1	CLVS2	CNR1	CNTN2	CRACD	CRB1	CRMP1	CSMD3	CSRNP3	CTNNA2	CXADR	CYRIA	DCC	DCLK1	DCX	DIS3L2	DLL3	DMRTA2	DNAJB5	DPYSL3	DPYSL4	DPYSL5	DSCAML1	DUSP26	EBF1	EBF2	EBF3	EDIL3	EFS	ELAVL2	ELAVL3	ELAVL4	EN2	EPB41	FGF9	FMN2	FNDC5	FOXA1	FOXA2	FOXP2	GABARAPL1	GAP43	GAS2	GDAP1L1	GDPD1	GDPD3	GFRA1	GNG2	GNG3	GPC2	GPM6A	GREM2	GRIK2	GRIN3A	GRM8	GSE1	H2AC25	HEPACAM2	HS3ST1	IGFBPL1	INA	INHBA-AS1	INSM1	JPT1	KCNH8	KCNQ3	KIF21B	KIF5C	KLC1	KLHL35	LCOR	LMOD3	LPAR2	LRRC55	LRRTM2	LRRTM4	LZTS1	MAB21L1	MACO1	MAML3	MAP1B	MAP2	MAP3K9	MAP6	MAPK6	MAPK8	MCF2L	MDGA1	MEGF6	MIAT	MIB1	MICAL1	MIR124-2HG	MIR671	MIR7-3	MLLT11	MSANTD3-TMEFF1	MTCL3	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	PCDH8	PCDHGC3	PCSK2	PDE4DIP	PDP1	PEX5L	PGBD5	PHACTR3	PHF21B	PHLDA1	PHTF1	PIP4P2	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	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	SOX11	SOX4	SOX5	SRL	SRRM4	SSBP3	SSTR2	ST18	ST6GAL1	ST6GAL2	ST8SIA2	ST8SIA3	STMN1	STMN2	STMN4	STXBP5	SV2B	SVIP	SYT7	TAGLN3	TAMALIN	TERF2IP	TES	THSD7A	TLCD3B	TMEM121B	TMEM163	TMEM169	TMEM86B	TMSB15A	TMTC4	TOX3	TRIM36	TRPM8	TSIX	TSPAN11	TSPAN13	TUBA1A	TUBB2B	TUBB3	TUBB4A	UBE2QL1	VASH2	VAV3	VWA5A	VWDE	XIST	XKR4	ZBTB46	ZFHX4	ZFTA	ZHX1	ZMAT4	ZNF117	ZNF195	ZNF33A	ZNF529-AS1	ZNF737	ZNF738	ZNF878	ZSCAN9
MANNO_MIDBRAIN_NEUROTYPES_HNBML1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HNBML1	ACTL6B	ACVR1B	ACVR2B	ADA2	AKR1C1	AKR1C2	AMER2	ANK2	ANK3	AP1S2	ARFGEF3	ARK2C	ARPP21	ASIC4	ASNS	ASPA	ASXL3	ATCAY	ATL1	ATP11C	ATP1A3	BASP1	BCL11A	BIN1	BRSK2	BZW2	C1QL1	C1QL4	C1orf35	C2CD4C	CACNB3	CACNB4	CACNG7	CADPS	CBLN2	CCBE1	CCDC122	CCDC184	CD2	CD24	CDK5R1	CELF3	CELF5	CELF6	CELSR3	CLCN4	CMIP	CNR1	CNTN2	CRMP1	CSMD3	CSRNP3	CTNNA2	CXADR	CXXC4	CYRIA	DCC	DCX	DOCK3	DOCK4	DOK6	DPYSL3	DRD2	DSCAM	DTD1	DUSP26	EBF1	EBF3	EDIL3	ELAVL2	ELAVL3	ELAVL4	ENSG00000248540	ENTREP2	EPB41	EPHA8	ETFB	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	GSDME	GSE1	HS6ST3	IGSF9	INA	INSM1	ISLR2	ITGA6	JPH4	JUP	KCNA3	KCNH8	KCNQ3	KCTD4	KIF21A	KIF21B	KIF26A	KIF3C	KIF5C	KLC1	KLHL32	KLHL35	LCOR	LHX1	LINGO1	LPAR2	LPCAT4	LRRC49	LRRC55	LRRTM4	MACROH2A2	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	NALF1	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	PLPPR1	PLPPR3	POU2F2	POU3F1	POU3F2	PRKACB	PRKAR2B	PRRT2	PSD2	PTPN3	PTPN5	RAB3A	RAB3C	RAB9B	RAP1GAP2	RAPGEF5	RASGEF1B	RBFOX2	RHOU	RIPOR2	RNF112	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	TAFA2	TAGLN3	TBC1D3	TENM1	THSD7A	TLCD3B	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	ZBED10P	ZBTB38	ZBTB6	ZC3H8	ZMAT4	ZNF521	ZNF697	ZNF737	ZNF878
MANNO_MIDBRAIN_NEUROTYPES_HNBML5	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HNBML5	AASDHPPT	AATK	ABLIM3	ACTL6B	ACVR1B	ACVR2A	ADARB2	ADAT2	ADD2	ADGRB3	AFF2	AJAP1	AKAP1	AKR1C1	AMER2	AMER3	AMPH	ANK2	ANK3	ANKIB1	ANKRD13B	ANKRD44	ANKS1B	APBA2	APC	APC2	APLP1	APOL6	ARFGEF3	ARPP21	ASIC1	ASIC4	ASXL3	ATCAY	ATOSA	ATP1A3	ATP8A1	AUTS2	B3GALT2	BASP1	BCL11A	BCL11B	BEND4	BHLHE22	BICD1	BSN	BZW2	C1orf35	C22orf42	CACNA1G	CACNB3	CACNG2	CADPS	CASKIN1	CASZ1	CBLN4	CCDC112	CCDC85A	CCDC85B	CD2	CD24	CDH13	CDH4	CDK5R1	CELF3	CELF4	CELF5	CELSR3	CEP126	CHGA	CHN2	CHST1	CLCN4	CLUL1	CMIP	CNGB1	CNR1	CNTNAP2	COMTD1	CORO2A	CPEB2	CPEB3	CPEB4	CRACD	CRMP1	CSRNP3	CTSC	CXADR	DACT1	DACT3	DCC	DCX	DGKE	DICER1	DLG3	DMTN	DNAJC16	DNAJC6	DNER	DNM3	DOK6	DOT1L	DPYSL3	DSCAM	DUSP26	DUSP4	EFCAB7	ELAVL2	ELAVL3	ELAVL4	EMX2	EMX2OS	ENC1	ENO2	EPB41	EPHA3	ERC2	ESRRG	EYA1	F11R	FABP3	FAM117B	FAM81A	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	HBA1	HBB	HCN3	HDAC1	HERC1	HIVEP3	HOOK1	HS3ST4	HS6ST3	IGBP1	IGFBPL1	INA	INSM1	IRF2BPL	IRGQ	IRX2	JAKMIP2	JPH4	KALRN	KCNC1	KCNC2	KCNH8	KCNMA1	KCNMB2	KDM5B	KIF21A	KIF21B	KIF5C	KIRREL3	KLC1	KLF7	KLHL14	KLHL35	KSR2	L1CAM	LARP1B	LHFPL4	LHX1	LHX5-AS1	LINC00205	LINGO1	LMO1	LMOD3	LMTK3	LONRF2	LPIN1	LRATD1	LRCH2	LRRTM2	MACO1	MACROH2A2	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	NALF1	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	NSG2	NTNG1	NUAK1	NXPH2	ONECUT1	OPCML	OPN5	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	PLPP2	PLPPR1	PLPPR2	PLXNA2	PLXNA3	PLXNA4	PLXNC1	PNMA2	PNOC	POU2F1	POU2F2	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	RIPOR2	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	SHISAL1	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	TAFA2	TAGLN3	TAL1	TAOK3	TCAF1	TCERG1	TCERG1L	TENM1	TENM2	TERF2IP	THSD7A	TLCD3B	TMCC1	TMEM121B	TMEM132B	TMEM169	TMEM192	TMEM35A	TMOD2	TNFRSF6B	TOX2	TOX3	TP53I11	TRHDE-AS1	TRIM13	TRIM36	TRIM67	TSHZ2	TSIX	TSPOAP1	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_HNPROG	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HNPROG	ABCA1	ACTL6A	ADAMTS5	ADORA2A-AS1	AGO1	ANKRD13B	ANOS1	ARHGAP11A	ARHGAP28	ARK2C	ARL4A	ASB2	ASCL1	ASPA	ASPM	ATP8A1	ATP8B5P	BDH2	BHLHE22	BIRC5	BOC	BRSK2	BUB1B	CADPS	CBFA2T2	CCDC152	CCDC88B	CCN1	CCNA2	CCNB2	CCND1	CCND2	CD24	CDC25B	CDCA3	CDCA8	CDK1	CDKN1C	CELF3	CELSR3	CEMIP2	CENPF	CHN2	CHST1	CKAP2L	CLVS1	COBL	CRB1	CRNDE	DCC	DCX	DDC	DEPDC1	DEPDC1B	DIS3L2	DLGAP5	DLL1	DLL3	DMRTA2	DNAH2	DOK5	DPH5	EBF2	EFS	ELAVL2	ELAVL4	ENO3	ENTREP2	EPB41	EPHA4	EPHB2	FAM72A	FAM83D	FBXW7	FMN2	FNDC5	FOXA2	FOXN3	FREM2	FRMD5	GNG5	GPC2	GPRIN3	GPSM2	GSE1	GTSE1	GULP1	H2BC9	H3C2	H3C7	HEPACAM2	HES6	HIC2	HJURP	HMGA1	HMGB2	HNRNPA1L2	HNRNPA1P1	HUNK	IGDCC3	IGF2BP1	IGFBPL1	IGSF9	INSM1	KCNQ2	KIAA1755	KIF11	KIF14	KIF15	KIF23	KIF2C	KIF4A	KLHDC8A	KNL1	LAMA5	LMOD3	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	PIMREG	PLK1	PMAIP1	POU3F1	POU3F2	PPP1R17	PRC1	PRDX1	PRMT8	PROSER1	PSRC1	PTX3	RACGAP1	RAP1GAP2	RCOR2	RFTN2	RGS4	RHOH	RHOU	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	TMPRSS5	TMSB15A	TNFRSF19	TOP2A	TP53I11	TP53TG1	TPX2	TRIM59	TSIX	TSPAN11	TSPAN18	TUBB3	UBE2C	VXN	WNT5A	WNT7A	XIST	ZBTB18	ZC3H12C	ZMAT4	ZNF28	ZNF573	ZNHIT2
MANNO_MIDBRAIN_NEUROTYPES_HOMTN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HOMTN	AATK	ABCA3	ABCC8	ABLIM1	ACOT7	ACSL4	ACTL6B	ACVR1B	ADAM22	ADCY1	ADCY2	ADGRA1-AS1	ADGRB3	AHNAK2	AKR1C1	AKR1C2	ALCAM	ANK2	ANK3	APC2	APLP1	ARFGEF3	ARG2	ARK2C	ASNS	ATCAY	ATL1	ATP11C	ATP1A3	ATP2B1	ATP2B2	ATP6V1A	B4GALNT1	BACH2	BASP1	BEX1	BEX2	BEX5	BRINP2	BSN	BZW2	C11orf87	C17orf75	C1QL2	C1orf35	CACNA1C	CACNB3	CACNG2	CADM1	CADM3	CAP2	CASZ1	CCDC112	CCDC184	CD2	CD24	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	ENSG00000248540	EPB41L1	EPHA3	ESRRB	ESRRG	ETFB	EYA1	FABP6	FADS3	FAIM2	FAM131B	FAR2P2	FAXC	FGF1	FGF13	FGF9	FNBP1L	FNDC5	FNDC9	FRY	FSD1	FSTL5	GABRA5	GABRG2	GAP43	GARNL3	GDAP1	GDAP1L1	GLRA2	GLRX	GNAL	GNG2	GNG3	GPC2	GPR155	GPR176	GPR85	GPRIN1	GREM2	GRIA4	GRIK1	GRM1	GSG1L	HCN3	HMGCLL1	HSPA12A	HTR3A	INA	INHBA-AS1	INSYN2A	IRX3	ISL1	ISL1-DT	ISL2	JPH3	JPH4	JUP	KCNH8	KCNMA1	KHDRBS3	KIF21A	KIF26A	KIF3A	KIF5C	KIFAP3	KIFC2	KLC1	L1CAM	LCOR	LHX4	LINGO1	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	NALF1	NAPB	NEFL	NEFM	NEIL1	NELL1	NELL2	NETO1	NFASC	NICOL1	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	PIP4P2	PLCB1	PLCL1	PLCXD3	PLPPR2	PLPPR4	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	RTN1	RUFY2	RUNDC3A	RUNDC3B	RUSC1	RXRG	SCG5	SCN3A	SCN8A	SCN9A	SCRT2	SEMA3A	SEMA3C	SEMA3D	SEMA3E	SEMA4D	SEMA6D	SEPTIN3	SEPTIN6	SEZ6L2	SH3PXD2A	SHROOM2	SHTN1	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	TLCD3B	TLE4	TLN2	TMEM121B	TMEM169	TMEM255A	TMEM59L	TMOD2	TMX4	TRHDE	TRIM36	TRIM8	TRPV2	TSPAN7	TSTD1	TTC9B	TUBA1A	TUBB2A	TUBB2B	TUBB3	UBE2QL1	UCHL1	UNC79	VAT1L	VGF	VSTM2A	VSTM2L	XKR4	ZC2HC1A	ZFHX3	ZMAT4	ZNF33B
MANNO_MIDBRAIN_NEUROTYPES_HOPC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HOPC	ACSS1	ADAM22	ADAMTS3	ADAMTS6	ADCYAP1R1	ADGRB1	ADGRG1	AFAP1L2	AFF1	AGA	AIF1L	AK4	AKAP7	ANGPTL2	ANKRD44	ANKS1B	APOD	APOL6	ARC	ARHGAP11A	ARHGAP23	ARHGAP42	ARL8A	ASCL1	ASTN1	ATCAY	ATP13A2	ATP13A4	ATP1B1	ATP1B2	ATP2B4	B4GALNT1	B4GALT6	BAALC	BAMBI	BARD1	BCAN	BCHE	BCLAF3	BIRC3	BIRC5	BIVM-ERCC5	BLOC1S1	BOC	BRINP1	BRINP2	BRINP3	BUB1B	C1QL1	C1orf21	C21orf58	C2orf27A	C2orf72	CA1	CACFD1	CACNA1G	CACNG2	CACNG7	CADM2	CADM4	CALCRL	CASK	CCDC175	CCDC39	CCND2	CDCA7L	CDK7	CEND1	CEP83-DT	CGREF1	CHKB-CPT1B	CHN1	CHST11	CHTF8	CMYA5	CNMD	CNTN1	COL2A1	COL9A1	COL9A3	CPEB1	CPNE2	CREB5	CRTAC1	CRYL1	CSGALNACT1	CSMD3	CSPG5	CTHRC1	CTNND2	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	FAM181B	FAM182B	FAM89A	FGFBP3	FICD	FXYD6	FYN	GAB1	GABBR2	GAL3ST1	GAREM2	GATM	GFOD1	GNAL	GNG4	GNG7	GPM6A	GPM6B	GPR17	GRAMD1C	GRB14	GRIA3	GRIA4	GRID1	GRID2	GRM5	GTSE1	HAGH	HBA1	HBA2	HBB	HBG1	HBG2	HEPACAM	HEPN1	HES5	HSH2D	IDH1	IFI27L2	IGF1	IGFBP2	IGSF9B	INHBB	INTS1	ITGAV	ITGB5	ITGB8	ITM2C	ITPKB	ITPR2	JPH3	KANK1	KCND2	KCNE5	KCNIP1	KCNJ1	KCNQ2	KIF13A	KIF14	KLRC2	KRT14	KRT17	LGR5	LHFPL2	LHFPL3	LIMA1	LINGO1	LMOD3	LPAR4	LRP1	LRRC4C	LRRK2	LRRTM3	LRRTM4	LUZP2	MAML2	MAP3K1	MCTP1	MDGA2	METRN	MIR9-1HG	MMP16	MMP2	MT2A	MT3	MYT1	NALF1	NCAM2	NCAPH	NDRG2	NEIL1	NEK6	NELL1	NETO1	NFIX	NHERF1	NKAIN4	NKX2-2	NLGN1	NLGN2	NLGN3	NLGN4Y	NPAS3	NRXN1	NTM	NTRK3	NXPH1	OLIG1	OLIG2	OMG	OPCML	OPHN1	OSBPL6	PBK	PCDH11X	PCDH15	PCDH17	PCDHA7	PCDHGB4	PCDHGC3	PDE1C	PDGFRA	PEA15	PHACTR3	PHGDH	PHLDA1	PHYHIPL	PID1	PIF1	PLAT	PLEKHH2	PLLP	PLPP4	PLPPR1	PLPPR2	PMP2	PMP22	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	SLC9A7	SLC9A9	SLITRK1	SLITRK2	SLITRK4	SMOC1	SNTG1	SORCS3	SOX1	SOX2	SOX2-OT	SOX5	SOX6	SOX8	SOX9	SOX9-AS1	SPATA6	SPRED1	SPRY4	SRI	SSPOP	STK32B	TAF1B	TAFA2	TAFA5	TAMALIN	TAOK3	TF	THUMPD2	THY1	TIMP4	TMEM35B	TMOD1	TMOD2	TMT1A	TNK2	TNS1	TOP3A	TPPP	TRAF4	TRIM67	TRIM68	TSPAN12	TSPAN7	TTK	TTYH1	TYMS	UBL3	UHRF1	VXN	WFDC1	WNT7B	WSCD1	XYLT1	ZCCHC24	ZFP36L1	ZGRF1	ZMAT3
MANNO_MIDBRAIN_NEUROTYPES_HPERIC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HPERIC	A2M	AAMDC	ABCA1	ABCA9	ABCC9	ABHD17A	ABHD2	ACOT9	ACTA2	ACTN1	ADA	ADAM12	ADAM9	ADAMTS1	ADAMTS18	ADAMTS4	ADAP2	ADCY4	ADGRA2	ADGRD1	ADGRF5	ADORA2B	AFAP1L2	AGAP2-AS1	AGRN	AKAP12	ALDH9A1	ALX4	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	ATP1A2	ATP1B2	ATP1B3	ATP8B1	AVPR1A	AXIN2	AXL	B2M	B4GALT3	BCAP29	BCHE	BCL3	BCL6	BGN	BTN3A3	C11orf96	C16orf89	C1QTNF1	C1S	C2CD2L	C9orf153	CA2	CA4	CACNA1C	CACNB4	CADM4	CALCRL	CALD1	CALU	CAMK2D	CARMN	CASP4	CAST	CASTOR1	CAV2	CAVIN3	CCDC17	CCDC3	CCDC8	CCL2	CCL8	CCM2L	CCN1	CCN4	CCT8L1P	CD163L1	CD164	CD19	CD248	CD4	CD44	CD63	CD81	CD9	CDC42EP2	CDC42EP5	CDH11	CDH6	CDK7	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	CYSLTR1	CYSTM1	CYTH3	DAAM2	DACT1	DACT3	DBH	DBNDD2	DCBLD1	DCLK3	DCN	DDIT3	DENND2B	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	EML2-AS1	EML3	EMP2	ENPEP	ENTPD1	EPAS1	EPB41L1	EPB41L2	EPHA2	EPHB4	EPHX1	EPS8	EPSTI1	ERF	ETS1	EVA1B	EVA1C	F2R	F2RL2	F3	FABP4	FAM13A	FAM162B	FAM43B	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	FRMD8	FRZB	FSTL1	FZD1	GAB1	GABRE	GADD45B	GALNT18	GAS6	GBGT1	GDF15	GEM	GGT1	GGT5	GGTLC2	GIMAP2	GIPC3	GJA4	GJA5	GJC1	GLA	GLRX	GLS	GLT8D2	GMFG	GNG11	GNG12	GP1BB	GPC1	GPER1	GPNMB	GPR21	GPR4	GPRC5C	GPX8	GRK3	GRM3	GRN	GSN	GSTK1	GUCY1A1	GUCY1A2	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	JAML	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	LOXL2	LPAR6	LPP	LPP-AS2	LRIG1	LRP1	LRRC17	LRRC32	LRRC55	LSMEM1	LTBR	LUM	LYPD3	LZTS1	M6PR	MAFF	MAGED2	MAGT1	MAML2	MAP1LC3A	MAP2K3	MAP3K20	MAP3K5	MCAM	MEF2C	MEF2D	MELTF	MFGE8	MFRP	MGLL	MGP	MICOS10-NBL1	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	NECTIN2	NFATC4	NFE2L2	NHERF1	NHERF2	NIBAN1	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	PGGHG	PHLDA1	PHLDB3	PID1	PIEZO1	PIEZO2	PIK3CD	PIK3CD-AS2	PIP4P2	PIP5K1B	PKIG	PLA2G4C	PLA2R1	PLAC9	PLAT	PLAUR	PLCE1	PLCL1	PLEKHG2	PLEKHH2	PLOD1	PLS3	PLSCR1	PLSCR4	PLTP	PLVAP	PLXDC1	PMEPA1	PMP22	PNRC1	POLD4	POLR1F	POMP	PPARGC1B	PPFIBP1	PPIB	PPIC	PPP1R12A	PPP1R14A	PRDX4	PRELP	PRKAR1A	PRKCB	PRKCD	PRKG1	PRMT8	PRR16	PRX	PTEN	PTGDR2	PTGR1	PTGS2	PTH1R	PTN	PTPRG	PTPRK	PTPRM	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	SERF1A	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	SLC66A3	SLC6A1	SLC6A12	SLC8A1	SLC9A1	SLCO1C1	SMAGP	SMTN	SNAI2	SNAP23	SNHG12	SNHG18	SNHG5	SNRK	SNX18	SOCS3	SORBS1	SPARC	SPARCL1	SPATS2L	SPECC1	SPON2	SPRED1	SPRY1	SPRY4	SPTBN1	SRPX	SSR3	ST3GAL5	STARD13	STARD8	STAT3	STAT4	STAT6	STEAP1B	STING1	STOM	STOML3	SUCLG2	SULT1E1	SVEP1	SVIL	SYCP2	SYNM	SYNPO	SYPL1	SYTL2	SYTL4	TACC1	TAGLN	TAGLN2	TAPBPL	TBC1D2B	TBX15	TBX18	TBX2	TBXA2R	TCIRG1	TEAD4	TENT5A	TES	TESC	TFPI	TGFB1	TGFB3	TGFBI	TGFBR2	THY1	TIMP1	TIMP2	TJP1	TLE1	TLN1	TMBIM1	TMC4	TMEM19	TMEM35B	TMEM74B	TMOD3	TNFAIP1	TNFAIP3	TNFAIP6	TNFRSF1A	TNFRSF21	TNN	TNS1	TNS2	TNS3	TPM2	TPM4	TRIM22	TRIM38	TRPC6	TRPV2	TSC22D3	TSC22D4	TSPAN12	TSPAN7	TTYH2	TUBB6	TULP2	TWIST1	TXNIP	UACA	UBA7	UBASH3B	UCKL1-AS1	UGP2	UNC5B	VAMP3	VAMP5	VAMP8	VCL	VSIG2	VSTM4	WASF2	WDFY4	WDR1	WIPI1	WWTR1	YBX3	ZBTB2	ZBTB38	ZBTB46	ZC3HAV1	ZEB1	ZFP36	ZFP36L1	ZIC1	ZIC2	ZIC4	ZNF716	ZNF73P	ZYX
MANNO_MIDBRAIN_NEUROTYPES_HPROGBP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HPROGBP	AAMDC	ACTL6A	AJUBA	ANLN	ANP32E	ANTXR1	ARHGAP11A	ARHGEF26	ARL4A	ASB2	ASCL1	ASPM	ATAD2	AURKA	AURKB	BCAT1	BDH2	BIRC5	BOC	BRCA1	BRCA2	BUB1	BUB1B	C19orf48P	C21orf58	CCDC34	CCN1	CCN2	CCNA2	CCNB1	CCNB2	CCND1	CDC25C	CDCA3	CDCA5	CDCA8	CDHR1	CDK1	CDK2	CDKN3	CELSR2	CEMIP2	CENPE	CENPF	CENPK	CENPN	CENPQ	CENPU	CENPW	CHEK1	CIP2A	CKAP2	CKAP2L	CKS1B	CKS2	CLSPN	CNPY1	COL2A1	CPSF3	CRB2	CROT	CRYM	CRYZ	CTNNAL1	DBF4	DEPDC1	DEPDC1B	DHFR	DIS3L2	DLGAP5	DMBX1	DMRTA2	DNAJC9	DSC2	DSG2	DSN1	DTX4	ECT2	EEF1D	ENOSF1	EPHB2	ESCO2	FAM72A	FAM83D	FANCB	FANCI	FAT2	FAT3	FBLN2	FBXO5	FGFR3	FNDC3B	FOXA2	FOXM1	FZD1	FZD2	GBX2	GINS1	GINS2	GMNN	GNG5	GPSM2	GSTP1	GTSE1	GULP1	H2AX	H2AZ1	H2BC9	H3C2	H3C3	H4C12	H4C9	HAT1	HELLS	HERC2P4	HES1	HES5	HJURP	HK2	HMGA1	HMGA2	HMGB2	HMGN2	HMMR	IGDCC3	IGF2BP1	IGFBP2	ILDR2	IRX2	IRX3	ITGB3BP	ITGB8	JAM2	KCNQ2	KIF11	KIF14	KIF15	KIF18A	KIF22	KIF23	KIF2A	KIF2B	KIF2C	KIF4A	KIRREL2	KNL1	KNSTRN	LAMA1	LBR	LGR5	LHFPL6	LIMCH1	LITAF	LMNB1	LMNB2	LRP2	LRRN1	MAD2L1	MAT2B	MCM5	MCM6	MCM7	MDK	MELK	MID1	MIR221	MIR454	MIR99AHG	MIS18BP1	MKI67	MND1	MSI1	MTTP	MXRA8	MYBL2	MYLK	NAXE	NCAPD2	NCAPG	NCAPG2	NCAPH	NEK2	NELL2	NEMP2	NES	NOTCH1	NPTX2	NRARP	NUF2	NUSAP1	OTX2	OTX2-AS1	PAICS	PAPPA	PARPBP	PBK	PCDH8	PCNA	PDE1A	PDPN	PDZRN3	PHGDH	PIEZO2	PIF1	PIMREG	PLIN3	PLK1	PLP1	PLSCR1	PMAIP1	POU3F1	POU3F2	PRC1	PRR11	PRTG	PTTG1	PTX3	RACGAP1	RAD51AP1	RCOR2	RFC3	RFC4	RFTN2	RFX4	RIDA	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	SRF	STK17B	STON1	STON1-GTF2A1L	SYT2	TACC3	TDP1	TET1	TGIF2	TIMELESS	TK1	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	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HPROGFPL	AASS	ACVR2B	ADAMTS6	AJUBA	AK4	ANLN	AP5M1	ARHGEF26	ARL4A	ARX	ASPM	ATAD2	ATAD5	AURKA	AURKB	B3GNT5	BARD1	BDH2	BIRC5	BMP7	BRCA1	BRCA2	BUB1	BUB1B	C21orf58	C22orf15	CALML4	CAP2	CCDC8	CCN1	CCN2	CCNA2	CCNB1	CCNB2	CCND1	CDC25A	CDC25C	CDCA3	CDCA5	CDCA8	CDH2	CDK1	CDK2	CDK6	CDKN3	CELSR1	CEMIP2	CENPE	CENPF	CENPN	CENPU	CENPV	CENPW	CEP152	CHAF1A	CHEK1	CHN2	CHRDL1	CKAP2	CKAP2L	CKS1B	CLSPN	CNN2	CNPY1	CNTN4	CNTN6	COL2A1	CRB2	CRYZ	CTNNAL1	CYYR1	DBF4	DDC	DEK	DENND11	DEPDC1	DEPDC1B	DHFR	DIPK2A	DIS3L2	DLGAP5	DMRTA2	DOK1	DSC2	DSG2	ECT2	EEF1D	EFNA5	EFS	ELOVL2	EN2	ENKUR	EPHB2	ESCO2	EZH2	FAM72A	FAM83D	FANCB	FANCI	FBLN1	FBN1	FBXL7	FBXO5	FNDC3B	FOXA1	FOXA2	FOXM1	FREM1	FREM2	FZD1	FZD2	FZD3	GASK1B	GBX2	GINS1	GINS2	GMNN	GNG5	GPC4	GPRC5C	GPSM2	GPX8	GTSE1	GULP1	H2AX	H2BC9	H3C2	H3C3	H4C11	H4C6	HELLS	HES1	HJURP	HK2	HMGA1	HMGA2	HMGB2	HMGN2	HMMR	IGDCC3	IGF2BP1	IGF2BP3	IGFBP2	ITGB3BP	JAM2	JAM3	JPT2	KCNQ2	KIF11	KIF14	KIF15	KIF18A	KIF22	KIF23	KIF2A	KIF2C	KIF4A	KLHDC8B	KNL1	KNSTRN	LGI1	LIPG	LMNB1	LMNB2	LMX1A	LMX1B	LOXL4	LRATD2	LRP2	LSM4	LTBP1	MACROH2A2	MAD2L1	MASTL	MAT2B	MCM2	MCM3	MCM6	MCM7	MDK	MELK	MEST	MID1	MIR99AHG	MIS18BP1	MKI67	MMRN1	MND1	MSI1	MT1X	MYBL2	NAXE	NCAPD2	NCAPG	NCAPH	NECTIN3	NEK2	NELL2	NES	NKD1	NPY	NRCAM	NUDT4	NUF2	NUSAP1	OTX2	OTX2-AS1	PARPBP	PBK	PDGFC	PDZRN3	PHGDH	PIF1	PIMREG	PIP5K1B	PLEKHA5	PLK1	PLOD2	PMAIP1	POU3F1	PRC1	PROM1	PRR11	PRTG	PSRC1	PTGR1	PTPRK	PTPRO	PTTG1	PTX3	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	SLF1	SLIT2	SMAD6	SMC2	SMC4	SNORA18	SNORD73A	SNRPB	SOX2	SOX21	SPAG5	SPC25	SPDL1	SRF	STK17B	STON1	SYT2	TACC3	TCF12	TCF3	TENM4	TET1	TFF3	TIMELESS	TK1	TMEM123	TMEM132C	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	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HPROGFPM	ACTL6A	ADAMTS5	ADAMTS6	AJUBA	AK4	ALDH6A1	ANLN	ANP32E	ANTXR1	AP5M1	ARHGAP11A	ARHGEF26	ARL4A	ARX	ASPM	ATAD2	AURKA	AURKB	BIRC5	BMP4	BMP7	BRCA1	BRCA2	BUB1	BUB1B	C19orf48P	C21orf58	C22orf15	C6orf118	CAP2	CCDC34	CCDC8	CCN1	CCNA2	CCNB1	CCNB2	CCND1	CDC25A	CDC25B	CDC25C	CDCA3	CDCA5	CDCA8	CDK1	CDKN3	CEBPA	CEMIP2	CENPE	CENPF	CENPK	CENPN	CENPQ	CENPU	CENPW	CEP152	CHAF1A	CHEK1	CHN2	CHRDL1	CHST9	CIP2A	CKAP2	CKAP2L	CKS1B	CKS2	CLSPN	CNN2	CNPY1	CNTN6	COL2A1	CPSF3	CRB2	CRNKL1	CRYZ	CSRP2	CSTF3-DT	CTNNAL1	CTNNBL1	DANCR	DBF4	DCC	DDC	DEK	DEPDC1	DEPDC1B	DHFR	DIPK2A	DIS3L2	DLGAP5	DMRTA2	DSC2	DSG2	DSN1	ECT2	EEF1D	EFS	EN2	ENSG00000255647	EPHB2	EPHB4	ERF	ESCO2	EXOSC8	FAM72A	FAM83D	FANCB	FANCI	FBLN1	FLRT2	FNDC1	FOXA1	FOXA2	FOXM1	FREM1	FREM2	GALNT7	GAS2	GASK1B	GBX2	GINS1	GINS2	GMNN	GNG5	GPRC5C	GPX8	GSTP1	GTF2H2	GTSE1	GULP1	H2AC25	H2AZ1	H2BC11	H2BC9	H3C2	H3C3	H3C7	H4C11	H4C12	H4C6	H4C9	HADH	HELLS	HES1	HILPDA	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	KIF11	KIF14	KIF15	KIF18A	KIF22	KIF23	KIF2A	KIF2B	KIF2C	KIF4A	KLHDC8B	KNL1	KNSTRN	KPNA2	KRT19	LDHA	LGI1	LGR5	LIX1	LMNB1	LMX1A	LMX1B	LOXL2	LRATD2	LRP2	LTBP1	MAD2L1	MAGOHB	MAGT1	MAP3K20	MARCO	MAT2B	MBD4	MBNL2	MCM2	MDK	MELK	MEST	MID1	MIR99AHG	MIS18BP1	MKI67	MLLT3	MMP2	MND1	MRPL22	MRPS15	MSI1	MT1X	N4BP3	NAP1L1	NCAPD2	NCAPG	NCAPG2	NCAPH	NEK2	NES	NPM1	NPY	NR2F6	NUF2	NUSAP1	NXPH2	OTX2	OTX2-AS1	PAICS	PARPBP	PBK	PDGFC	PDPN	PGGHG	PHGDH	PIEZO2	PIF1	PIH1D1	PIMREG	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	SLF1	SMC2	SMC4	SNORD22	SNRPC	SNRPF	SOX2	SOX21	SPAG5	SPC25	SPDL1	SRF	STMN1	STON1	SVIP	SYNE2	SYT4	TACC3	TBL1X	TCF12	TDP1	TEAD2	TENM4	TFF3	TMEM123	TMEM132C	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	ZFP36L1	ZMAT4	ZWINT
MANNO_MIDBRAIN_NEUROTYPES_HPROGM	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HPROGM	ABCA8	ACTL6A	ACVR1	ADGRV1	ADSS2	AGAP12P	AGO1	AJUBA	ALCAM	ANXA5	APOA1	AQP4	ARAP2	ARHGAP24	ARHGAP5-AS1	ARHGEF26	ARHGEF28	ARL4A	ARMC3	ARSJ	ARX	AURKB	BDH2	BIRC5	BMP1	BMP4	BMP7	BRCA1	BUB1	BUB1B	C1orf226	C6orf118	CAP2	CCDC8	CCN1	CCN2	CCNB2	CCND1	CD47	CDC25A	CDCA3	CDCA5	CDCA8	CDK1	CDKN3	CDO1	CDON	CELSR1	CEMIP2	CENPE	CENPF	CENPQ	CENPU	CENPW	CEP152	CERKL	CFAP126	CFAP144	CFAP210	CFAP44	CHEK1	CHN2	CHRDL1	CIBAR2	CIMAP3	CKAP2L	CKS1B	CLXN	CMTM8	CNPY1	CNTN4	CNTN6	COL27A1	COL2A1	CORIN	CRB2	CRISPLD1	CRYZ	CTHRC1	CYTL1	CYYR1	DCC	DDC	DDIT4	DEPDC1B	DIPK2A	DMRTA2	DNAH7	DSC2	DSG2	DYNLT5	EFCC1	EFEMP2	EFNA5	EN2	ENO1	ENPP2	ENSG00000255647	ERF	FAM13A	FANCI	FAT1	FAT3	FNDC1	FNDC3B	FOXA1	FOXA2	FOXJ1	FOXM1	FOXP2	FREM2	FRMD3	FZD1	FZD2	GASK1B	GBX2	GDPD2	GINS2	GNG5	GPD1L	GRM8	GTF2F2	GTSE1	GULP1	H2BC9	H3C2	H4C12	HEATR5A	HES1	HILPDA	HJURP	HK2	HMGA1	HMGA2	HMGB2	HMMR	HOATZ	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	LRP2	MAD2L1	MAGOH	MAGT1	MAML2	MAP6	MCM2	MCM3	MCM5	MDK	MELK	MEST	MID1	MIR3652	MIR99AHG	MLF1	MMP11	MMP2	MMRN1	MND1	MNS1	MSI1	NCAPG	NCAPG2	NCAPH	NECTIN3	NEK11	NES	NOX4	NPY	NRCAM	NUF2	NUSAP1	NXPH1	OTX2	OTX2-AS1	P4HA1	PAM	PBK	PBXIP1	PDE11A	PDE3A	PDGFC	PDLIM5	PDZRN3	PHGDH	PLCL1	PLEKHA5	PLK1	PLOD2	PLP1	PLTP	PLXDC2	PON2	PPIL6	PPP1R3C	PRADC1	PRC1	PROM1	PTGR1	PTPRO	PTX3	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	SLF1	SLIT2	SOX2	SP5	SPAG17	SPAG6	SPC25	SRF	STAR	STON1	SULF1	SYT2	TACC3	TBL1X	TCIM	TFF3	TMEM132C	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_HRGL1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HRGL1	AASS	ACSS1	ADAMTS6	ADGRV1	AFF1	AHNAK	ANTXR1	APCDD1	AQP4	ARHGAP5	ARHGAP5-AS1	ARHGEF26	ARHGEF26-AS1	ARMC3	ARX	ASIC3	ATP2B2	ATXN1	B3GLCT	B3GNT5	BCAN	BCO2	BLVRB	BMP6	BMP7	BRCA1	C1orf226	C21orf62	C6orf118	C8orf34	CADM3	CAP2	CBLN4	CCDC146	CCDC17	CCDC181	CCDC39	CCN1	CCN2	CCND2-AS1	CD44	CDC25C	CDK6	CDO1	CDON	CELSR1	CEMIP2	CEP126	CFAP126	CFAP144	CFAP210	CFAP299	CFAP44	CFAP45	CFAP77	CFAP90	CHN2	CHST3	CIMAP3	CLU	CLXN	COL18A1	COL21A1	COL23A1	COL4A5	CPNE2	CRB2	CREB5	CROT	CRYAB	CRYL1	CSPG5	CSPP1	CTDSP1	CXCL2	DACH1	DCDC1	DCN	DDAH1	DENND2B	DEPTOR	DIPK2A	DMRTA2	DNAAF1	DNAH6	DNAH7	DNAJB4	DOK5	DSG2	DTX4	DYNLT5	ECEL1	ECHDC2	EEPD1	EFHC2	EFHD2	ELN	ELOVL1	ENKUR	EPHB4	ERBB4	ERF	ERMN	EVI5	FABP7	FAM216B	FAT1	FAT2	FAT3	FGFR3	FJX1	FLNC	FLVCR2	FNDC1	FOXA1	FOXA2	FOXJ1	FOXM1	FOXP2	FREM2	FRMD3	FRMPD2	FRZB	FSTL5	FZD1	FZD6	GABPB2	GASK1B	GCA	GDPD2	GFOD3P	GLIS3	GNG12	GPC4	GPM6B	GPRC5C	GRIK1	GULP1	HBA1	HBA2	HBG1	HBG2	HEATR5A	HEPACAM	HES1	HES5	HEY1	HK2	HOATZ	HYDIN	ID3	ID4	IFI6	IGDCC3	IGDCC4	IGFBP2	IGFBP5	IGSF1	IL18	IL33	ILDR2	INHBB	INTU	IQANK1	IQCA1	IQCG	IRS1	ITGB8	ITPKB	ITPRID2	JAM2	KCNG1	KCNN3	KIAA1549L	KLF15	KLHDC8A	KLHDC8B	KMT2E-AS1	LAMB2	LGI1	LHFPL6	LHX3	LIPG	LMCD1	LMX1A	LRATD2	LRP2BP	LRP8	LRRC17	LRRC37A3	LRRIQ1	LRRN2	LRRTM3	LTBP1	LYPD1	MAML2	MED12L	MGST1	MIR99AHG	MLF1	MNS1	MOK	MORN2	MORN5	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	ODAD3	OPHN1	OTX2	PALS1	PARD3B	PBXIP1	PDE11A	PDE1A	PDE3A	PDGFC	PDLIM3	PDLIM5	PDPN	PEA15	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	RIDA	RMST	RNF182	ROPN1L	RPGR	RSPH1	RSPH9	RSPO2	RTKN2	S1PR1	SAMD13	SCD	SCN1A	SERTAD4	SERTM1	SHISAL1	SHROOM3	SLC16A9	SLC19A2	SLC25A18	SLIT1	SLIT2	SMYD3	SNTG1	SOX2	SOX21	SOX5	SOX6	SOX9	SPAG1	SPAG17	SPAG6	SPEF1	SPMIP6	STOM	STON1	STON2	SULF2	TACR1	TAGLN2	TBC1D32	TCF12	TEKT1	TENM3	TENM4	TES	TF	TFF3	TGIF2	TMEM123	TMEM132C	TMEM218	TMEM231	TMEM47	TMPRSS5	TNFRSF11B	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	ZNF474	ZNF682
MANNO_MIDBRAIN_NEUROTYPES_HRGL2A	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HRGL2A	AASS	ABAT	ABCA5	ABHD2	ACSS1	ACTRT3	ADAM33	ADAMTSL4-AS1	ADCYAP1R1	ADGRB2	ADGRB3	ADGRG1	ADIRF	AFF2	AHNAK	AIF1L	AK4	AKAP6	ALDH6A1	ALDH9A1	ALDOC	ANOS1	ANTXR1	ANXA5	ANXA6	APC	AQP4	ARAP2	ARHGEF1	ARHGEF26	ARHGEF4	ARHGEF6	ARMC3	ARVCF	ASTN1	ATP13A4	ATP1A2	ATP1B2	ATP2B2	ATP2B4	ATXN1	B3GAT1	B3GNT2	BCAN	BCAP29	BCHE	BDH2	BMP7	BOC	C12orf75	C12orf76	C1orf21	C2orf72	C6orf118	C8orf34	C8orf48	CA12	CACNB2	CADM4	CAP2	CAST	CCDC146	CCDC17	CCDC175	CCDC39	CCL2	CCN1	CCN2	CCND2-AS1	CD44	CD81	CDC42EP4	CDH13	CDHR1	CDR1	CELSR1	CEP126	CETN2	CFAP107	CFAP126	CFAP144	CFAP210	CFAP299	CFAP44	CFAP45	CFAP47	CFAP52	CFAP73	CFAP77	CFAP90	CHST3	CHST6	CHST9	CIBAR2	CIMAP3	CLCN3	CLU	CLXN	CMTM5	CNMD	CNN2	COL11A1	COL27A1	COL4A5	COL8A1	COLQ	COMT	CPNE2	CPNE5	CPXM2	CRB1	CRB2	CREB5	CRISPLD1	CRYAB	CRYM	CSGALNACT1	CSMD3	CSPG5	CST3	CTNND2	CXCL2	CXCR4	CYP26B1	CYP2F1	DAG1	DBX2	DCDC1	DCLK1	DCLK2	DDAH1	DENND2B	DHCR7	DHX32	DIO3	DKK3	DLEC1	DNAAF1	DNAAF3	DNAAF4-CCPG1	DNAH6	DNAH7	DNAI2	DNAI4	DNAJB1	DNAJB13	DNAJB4	DNALI1	DOK5	DPP6	DTNA	DTX4	DYNLT5	EDNRB	EEPD1	EFEMP1	EFEMP2	EFHC2	EGFR	EGR1	EGR2	ELN	ELOVL2	EMP1	ENHO	ENKUR	ENPP2	EPB41L4B	EPHA3	EPHB1	ERF	ERMARD	ETFRF1	EVI5	EZR	F3	FABP5	FABP7	FADS2	FAM167A-AS1	FAM181B	FAM216B	FAM3C	FAM66D	FAT1	FAT2	FAT3	FGF1	FGFBP3	FGFR3	FHL1	FLNC	FLRT3	FNDC3B	FOLH1B	FOS	FOSB	FOXJ1	FRMPD2	FSTL5	FUT9	FZD2	GABBR2	GALC	GAREM2	GASK1B	GATM	GCA	GDPD2	GFAP	GJA1	GLIS3	GLUD1	GNG12	GNG7	GOLM1	GPC1	GPC4	GPM6A	GPM6B	GPR137B	GPR155	GPRC5B	GRIA1	GRID2	GRM3	GULP1	H1-2	H2AC6	H2BC12	HAPLN3	HAS2	HBA1	HBA2	HBG1	HBG2	HDAC4	HEATR5A	HEPACAM	HEPN1	HES1	HES4	HES5	HMGCS1	HOATZ	HSDL2	HSPA6	HSPA7	HSPB1	HSPB8	HTRA1	HYDIN	ICA1L	ID4	IER2	IFI27L2	IFI44L	IGDCC3	IGFBP2	IGSF5	IL5RA	ILDR2	INHBB	INPPL1	INSIG1	INTU	IQCA1	IQCG	IQGAP2	IRF1-AS1	IRX1	IRX2	IRX4	ITGAV	ITGB5	ITGB8	ITM2C	ITPR2	JAG1	JUN	KAT2B	KBTBD11	KCNE5	KCNIP1	KCNJ1	KCNK1	KCNMB1	KCNN3	KCNQ2	KCTD12	KCTD21	KIF1A	KIF9	KIRREL3	KLF15	KLHDC8A	KLHL25	KLHL32	KRT14	KRT17	KRT5	LAMA4	LAMB2	LDLRAD4	LFNG	LGALS3BP	LIFR	LIMCH1	LIPA	LIPG	LITAF	LIX1	LIX1L	LLGL1	LMCD1	LPAR4	LPCAT1	LPIN2	LRATD2	LRIG1	LRP1	LRP2	LRRC17	LRRC4C	LRRIQ1	LRRK2	LRRN2	LRRN3	LTA4H	LTBP1	LYPD1	LZTFL1	MAGT1	MAMDC2	MAML2	MASP1	MCC	MCL1	MCTP1	METRN	MFAP4	MFGE8	MFRP	MGST1	MIR9-1HG	MIR99AHG	MKX	MLC1	MLF1	MMD2	MNS1	MOK	MORN2	MORN5	MPC1	MPDZ	MRC2	MSMO1	MT3	MTTP	MXRA8	MYORG	NACC2	NADK2	NBEA	NCAM2	NCAN	NCKAP5	NDNF	NDP	NDRG2	NEK11	NEK6	NELL2	NFIA	NFIB	NFIX	NHERF1	NKAIN4	NLGN1	NLGN3	NLGN4X	NLGN4Y	NME5	NMNAT2	NOTCH1	NOTCH2	NPAS3	NPC2	NRARP	NRK	NRXN1	NSMF	NTRK2	NTRK3	OAT	OBSL1	ODAD1	OPHN1	OR11H2	OSBPL6	P3H4	P4HA1	PACRG	PAG1	PALLD	PALS1	PARD3B	PBXIP1	PCDH1	PCDH7	PCDHGB4	PCSK6	PDE1A	PDE1C	PDLIM3	PDLIM5	PDPN	PDZRN3	PEA15	PER1	PHGDH	PHLPP1	PHYHIPL	PI15	PI16	PLCD3	PLIN3	PLP1	PLPP3	PLTP	PLXNB1	PMP2	PMP22	PON2	PPIL6	PPP2R2B	PPT1	PRCP	PRDM8	PREX1	PRKAA2	PRKCA	PSAP	PSAT1	PTCH1	PTK2B	PTPRZ1	PXDC1	QKI	RAB27A	RAB6B	RAB9A	RANBP3L	RASSF2	RASSF4	REST	RFTN2	RFX4	RGMA	RGS2	RIDA	RIPOR2	ROBO3	ROPN1L	RPGR	RPS27L	RRAGD	RSPH1	RSPH4A	S1PR1	SALL1	SALL2	SCAMP2	SCD	SCG3	SCHIP1	SCN1A	SCN4B	SCRG1	SEC11C	SEL1L3	SELENOP	SEMA5B	SEMA6A	SERPINE2	SERPINH1	SESN3	SEZ6L	SFRP1	SFRP2	SFRP4	SH3PXD2B	SHISA3	SLC11A2	SLC13A5	SLC15A2	SLC16A9	SLC1A2	SLC1A3	SLC1A4	SLC25A18	SLC39A12	SLC4A4	SLC6A9	SLC7A11	SLIT1	SLITRK2	SMOC1	SMYD3	SNCAIP	SNORA12	SNORA77	SNX31	SORBS1	SORCS2	SOX1	SOX2	SOX2-OT	SOX21	SOX6	SOX8	SOX9	SPAG1	SPAG16	SPAG17	SPARCL1	SPATA6	SPECC1	SPEF1	SPMIP6	SPRED1	SPRY1	SPRY2	SRGAP3	STK33	STOM	STON2	SYPL1	TAFA5	TAGLN2	TC2N	TCF4	TCIM	TEKT1	TF	TGFB2-OT1	TGIF2	THOC2	THSD4	TIMP3	TIMP4	TLE2	TMED5	TMEM161B-DT	TMEM18	TMEM221	TMEM231	TMEM232	TMEM47	TMEM98	TMEM9B	TMT1A	TNC	TNFRSF11B	TOM1L2	TP53TG1	TPPP	TRAM2	TRIL	TSC22D4	TSPAN18	TSPAN6	TSPAN7	TTC29	TTYH1	TTYH3	TUBB2B	UBL3	UBXN1	VCAM1	VEPH1	VIM	VSTM2L	VWA3A	WDR38	WEE2-AS1	WIPF2	WLS	WNT7A	WSCD1	WWC1	XYLT1	YBX3	ZBBX	ZFP36L1	ZFP36L2	ZMAT1	ZNF474	ZNF497
MANNO_MIDBRAIN_NEUROTYPES_HRGL2B	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HRGL2B	AAMDC	ABAT	ACBD7	ACSL6	ACSS1	ADAMTS6	ADAMTSL4-AS1	ADCYAP1R1	ADGRB2	ADGRB3	ADGRG1	AFF2	AHNAK	AIF1L	AK4	AKAP7	ALDH6A1	ANOS1	AQP4	ARAP2	ARHGEF26	ARHGEF4	ARHGEF6	ASCL1	ASIC3	ATP13A4	ATP1A2	ATP1B1	ATP1B2	ATP2B2	ATP2B4	AURKB	BARD1	BCAN	BCAP29	BCL6	BCLAF3	BIRC5	BOC	BRCA1	BTN3A3	BUB1B	C17orf67	C21orf58	C2orf72	C6orf118	C8orf34	CA12	CABIN1	CCDC144A	CCDC146	CCDC17	CCDC8	CCN1	CCND2-AS1	CDC25C	CDCA8	CDH13	CDK1	CDR1	CENPE	CENPN	CEP126	CFAP210	CFAP44	CHD5	CHST3	CIMAP3	CITED1	CMTM4	CMTM5	CNMD	COL11A1	COL27A1	COL4A5	COLQ	CPNE2	CRB2	CREB5	CRYAB	CSGALNACT1	CSMD2	CSMD3	CSPG5	CSPP1	CST3	CTDSP1	CTNND2	CYP26B1	DBI	DBX2	DCLK2	DDAH1	DENND2B	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	FANCI	FASN	FAT1	FAT2	FAT3	FGF1	FGFBP3	FGFR3	FHL1	FLJ16779	FOS	FOXJ1	FZD2	GAB1	GABBR2	GABRG1	GAREM2	GATM	GBX2	GDPD2	GFAP	GINS1	GJA1	GLIS3	GNG12	GNG7	GOLGA8A	GPC1	GPC4	GPM6B	GPR137B	GPX8	GRIA1	GRID2	GRM3	H2AX	HAS2	HBA1	HBA2	HBB	HBG1	HBG2	HDAC4	HEATR5A	HEPACAM	HEPN1	HES1	HES5	HEY2	HS6ST2	HSDL2	HSPA6	HSPA7	HSPB1	HYDIN	ID4	IFI27L2	IFI44	IFI44L	IFI6	IGFBP2	IGSF9B	ILDR2	INHBB	INKA2	INPPL1	IQCA1	IQGAP2	IRX1	IRX2	IRX4	ITGA6	ITGB5	ITGB8	ITPKB	ITPR2	JAM2	JUN	KANK1	KCNE5	KCNJ1	KCNN3	KCNQ2	KIF11	KIF14	KIF15	KIF1A	KIF23	KIF2C	KIRREL3	KLF15	KLF9	KRT14	KRT17	KRT5	LAMA5	LFNG	LIFR	LIMCH1	LIPG	LITAF	LIX1	LRATD2	LRIG1	LRP1	LRP2	LRRC17	LRRC37A3	LRRC4	LRRC4C	LRRN1	LTBP1	LUZP2	LYPD1	MAML2	MASP1	MCC	METRN	MFGE8	MGST1	MIR9-1HG	MKI67	MLC1	MMD2	MNS1	MPC1	MPZ	MRC2	MT1F	MT3	MTSS2	MTTP	MYBL2	MYORG	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	ODAD1	OMG	OPHN1	OSBPL6	PARD3B	PAX3	PAX7	PBK	PBXIP1	PCDH1	PDE1C	PDE4C	PDLIM3	PDLIM5	PDPN	PEA15	PEAK1	PHGDH	PHYHIPL	PIAS2	PIF1	PLCD3	PLIN3	PLP1	PLPP3	PMP2	PMP22	PON2	POU3F2	POU6F1	PRDM13	PREX1	PRKD3	PTCH1	PTF1A	PTN	PTPRZ1	PXDC1	QDPR	QKI	RABL6	RACGAP1	RANBP3L	RASSF2	RBMS2	REST	RFTN2	RFX4	RGMA	RIDA	RIPOR2	ROBO3	RSPH4A	RTKN2	SALL1	SALL3	SCD	SCD5	SCN1A	SCUBE2	SDC3	SEL1L3	SELENOP	SEMA6A	SENP3	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	SPMIP6	SPRED1	SPRY2	SRGAP3	SRI	STK33	STON2	TACC3	TAF1C	TAOK3	TCERG1L	TCF4	TCF7L2	TF	TGFB2-OT1	TGIF2	TIMP3	TIMP4	TMT1A	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_HRGL2C	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HRGL2C	ABHD17A	ACBD7	ACSL6	ACSS1	ADAMTS3	ADAMTS6	ADCYAP1R1	ADGRB1	ADGRB3	ADGRG1	AFF1	ALDH9A1	ANOS1	ANXA5	APBA1	AQP4	ARAP2	ARC	ARHGAP42	ARHGEF4	ARHGEF6	ATP13A4	ATP1B1	ATP1B2	ATP2B2	BCAN	BIRC5	C1orf21	C21orf58	C21orf62	C22orf15	C2orf72	C6orf118	CA12	CCDC39	CCDC8	CD44	CD82	CDCA5	CDH13	CENPF	CENPK	CENPN	CEP126	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	FAM81A	FAM89A	FANCB	FANCI	FBLN2	FGFBP3	FGFR3	FOXL2	FOXM1	FUT9	GABBR2	GATM	GDPD2	GINS1	GLTP	GMPR	GNG12	GNG7	GPM6A	GPM6B	GRAMD1C	GRIA1	GRID2	GRIP2	GRM3	GRM5	HAPLN3	HAS2	HBA1	HBA2	HBG1	HBG2	HEPACAM	HEPN1	HES1	HES5	HOATZ	HRH1	HTRA1	IER3IP1	IFI44L	IGFBP2	IGSF9B	ILDR2	INKA2	IQCA1	IRX1	ITGAV	ITGB5	ITGB8	ITPKB	ITPR2	JPH3	KANK1	KAT2B	KCND2	KCNE5	KCNIP1	KCNJ1	KCNQ2	KLRC2	KRT17	LAMA1	LAMB2	LFNG	LHFPL3	LIFR	LIMA1	LITAF	LIX1	LMCD1	LRATD2	LRFN5	LRIG1	LRP1	LRP1B	LRRC17	LRRC4B	LUZP2	LYPD1	MAP3K1	MAPK14	MCM5	MDGA2	METRN	MGST1	MIR9-1HG	MLC1	MNS1	MORN5	MPC1	MRC2	MT1X	MT2A	MT3	MYBL2	MYLK	MYORG	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	PLPP3	PLTP	PMP2	PMP22	PNOC	PON2	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	SMYD3	SNORD27	SOX2	SOX2-OT	SOX8	SOX9	SOX9-AS1	SPAG17	SPARCL1	SPATA6	SPEF1	SPMIP6	SPRED1	SPRY1	SPRY2	SPRY4	TAGLN2	TAOK3	TEKT1	TGFB2-OT1	THSD4	THUMPD2	TIMP4	TMBIM1	TMEM232	TMEM255A	TMT1A	TNC	TNFRSF1A	TRIB2	TRIM67	TSC22D4	TTYH1	UHRF1	USP2-AS1	VWA3A	VXN	WFDC1	WSCD1	ZNF474	ZWINT
MANNO_MIDBRAIN_NEUROTYPES_HRGL3	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HRGL3	ABCA8	ACSS1	ACVR1	ADAM9	ADAMTSL4-AS1	ADCY2	ADCYAP1R1	ADGRB2	ADGRV1	AFF2	AGA	AGBL2	AGT	AHNAK	ALCAM	ALDH6A1	ALDH9A1	ANKRD9	ANO2	ANTXR1	ANXA1	ANXA2	ANXA5	ANXA6	APLP2	APPL2	AQP4	ARAP2	ARHGAP24	ARHGAP5	ARHGEF26	ARHGEF26-AS1	ARHGEF28	ARL6IP5	ARMC3	ARX	ATF3	ATOSA	ATP1A2	ATP1B2	ATP2B2	ATXN1	B3GNT2	B4GALT6	BCAN	BCHE	BCO2	BMP1	BNC2	BOC	C12orf75	C12orf76	C1orf226	C21orf62	C2orf72	C6orf118	C6orf89	C8orf34	CACNG4	CADM3	CALU	CAST	CATIP	CCDC146	CCDC17	CCDC39	CCDC8	CCN1	CCN2	CD19	CD36	CD44	CD47	CDH13	CDH4	CDK2AP1	CDO1	CDR1	CELSR1	CEP126	CERKL	CETN2	CFAP107	CFAP126	CFAP144	CFAP210	CFAP276	CFAP299	CFAP44	CFAP45	CFAP47	CFAP52	CFAP77	CFAP90	CFC1	CHPF	CHST3	CHST6	CIMAP1B	CIMAP3	CLU	CLXN	CMTM4	CMTM8	CNMD	CNPY4	CNTN4	COBL	COL18A1	COL27A1	COL4A5	COL6A1	COL8A1	COLEC12	CORIN	CPEB2	CPNE8	CPQ	CPXM2	CRB1	CRB2	CREB5	CRIM1	CRIP1	CRISPLD1	CRYAB	CRYZ	CSGALNACT1	CSPG5	CTNNA3	CTSC	DAG1	DAPK1	DCDC1	DCDC2	DCLK1	DCN	DDAH1	DENND2B	DHRS3	DIPK2A	DIRAS2	DKK3	DLG5-AS1	DLGAP1-AS1	DNAAF3	DNAAF4-CCPG1	DNAH6	DNAH7	DNAI4	DNAJB13	DNAJB4	DNALI1	DPP6	DPP7	DSC2	DSC3	DSG2	DST	DTHD1	DTNA	DTX4	DYNLT5	ECHDC2	EDNRB	EEPD1	EFCAB14	EFCC1	EFEMP1	EFEMP2	EFHC2	EFNB3	EGLN3	EGR1	EID2B	ENKUR	ENPP2	ENSG00000286190	EPB41L3	EPHA1-AS1	EPHA3	ERF	ETFRF1	EVA1C	EVI5	EZR	F5	FADS2	FAH	FAT1	FAT2	FAT3	FBLN5	FBXL7	FGF1	FGFR3	FIBIN	FJX1	FLJ16779	FLNC	FLRT3	FMNL2	FNDC3B	FOS	FOXA1	FOXJ1	FOXP2	FREM2	FSTL1	FZD1	FZD3	GALC	GALNT15	GALNT3	GAREM2	GASK1B	GATM	GCA	GDPD2	GET1	GJA1	GLB1	GLIS3	GNA12	GNG12	GPC4	GPM6B	GPR155	GPRC5C	GRIA1	GRIN2A	H2AC6	HAPLN1	HAS2	HBA1	HBA2	HBG1	HBG2	HDAC4	HEATR5A	HEPACAM	HEPN1	HES1	HES4	HES5	HEY1	HK2	HNRNPCL3	HOATZ	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	ITPRID2	ITSN1	JAM2	JUN	KCNAB1	KCNE5	KCNG1	KCNIP1	KCNK2	KCNMA1	KCNMB1	KCNMB4	KCNN3	KCTD12	KIF5C	KIF9	KIFC2	KIRREL3	KLF15	KLF9	KLHDC8B	KLHL32	LAMB2	LAMP1	LANCL2	LCA5	LDLRAD4	LGALS3BP	LGI3	LIFR	LIMCH1	LIPA	LIPG	LITAF	LIX1	LIX1L	LMBRD1	LMCD1	LPAR4	LPL	LRIG1	LRP1	LRP1B	LRP2	LRP2BP	LRRC17	LRRIQ1	LRRK2	LRRN2	LRRN3	LYPLAL1	LZTFL1	MAGI2	MAGT1	MAMDC2	MAN2A2	MAOA	MAP3K5	MAP7	MBP	MEMO1	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	NECTIN3	NEK11	NES	NKAIN4	NME5	NMNAT2	NOTCH2	NPC2	NR3C1	NR4A3	NRBP2	NRCAM	NRP1	NSMF	NTN1	NTRK2	NXPH1	OBSL1	ODAD1	OPN5	OSBPL6	P3H4	P4HA1	PACRG	PAM	PAPLN	PARD3B	PBXIP1	PCDHGB4	PDE1C	PDE3A	PDE8B	PDGFC	PDLIM3	PDLIM5	PDPN	PEA15	PHGDH	PLCXD3	PLD3	PLEKHA5	PLEKHH2	PLIN3	PLOD2	PLPP3	PLPPR1	PLTP	PMM1	PMP22	PON2	PPIL6	PPP1R14C	PPP1R3C	PPT1	PRCP	PREX1	PRLHR	PROM1	PSAP	PSAT1	PTPMT1	PXDC1	PYCR2	PYGL	QKI	RAB9A	RAI14	RALGPS2	RANBP3L	RERG	RERGL	RFTN2	RFX4	RGMA	RGS6	RHBDD2	RHOJ	RIDA	RMST	RNF13	ROPN1L	RPGR	RSPH1	RSPH4A	RSPH9	RSPO3	RWDD3	RXRG	SALL1	SALL2	SAXO4	SCD	SCGB1A1	SCN1A	SDC2	SERPINB6	SERTM1	SFRP2	SHISA6	SHROOM3	SIPA1L2	SIRT2	SLC15A2	SLC1A3	SLC35G2	SLC38A1	SLC44A1	SLC4A4	SLC6A1	SLC6A9	SLC7A11	SLIT1	SLIT2	SMAD9	SMYD3	SNTG1	SORCS1	SORCS2	SOX2	SOX9	SOX9-AS1	SPAG1	SPAG16	SPAG17	SPAG6	SPARC	SPARCL1	SPEF1	SPMIP6	SPOCK1	SPON1	SRGAP3	SSPOP	STAT3	STAT6	STEAP3	STK33	STON1	STON1-GTF2A1L	SULF1	SULF2	SUSD5	TACR1	TAGLN2	TBC1D2B	TBC1D4	TCIM	TEKT1	TF	TFF3	TGFB1	THSD4	THSD7A	THUMPD2	TIMP2	TIMP3	TIMP4	TMBIM6	TMC5	TMEM132C	TMEM18	TMEM231	TMEM232	TMEM47	TMEM59L	TMEM63A	TMEM9B	TNFRSF11B	TNFRSF1A	TNIK	TOM1L2	TPP1	TPPP	TPPP3	TRABD2B	TRAM2	TRIL	TRIM9	TSC22D4	TSHZ2	TSPOAP1	TSTD1	TTC29	TTR	TTYH1	TXLNB	UBL3	UCP2	VAMP5	VCAM1	VEPH1	VIM	VSTM2L	VWA3A	WFS1	WLS	WNT5A	WNT7A	WWC1	WWTR1	YAP1	YBX3	ZBBX	ZFP36L1	ZFP36L2	ZMAT4	ZNF395	ZNF474	ZNF529-AS1	ZSCAN1
MANNO_MIDBRAIN_NEUROTYPES_HRN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HRN	ACSL6	ACTL6B	ACVR1B	ACVR2A	ADA2	ADAMTS5	ADARB2	AKAP6	AKR1C1	AKR1C2	ALDH1L2	AMER2	ANK2	ANK3	ANKRD44	AP1S2	APLP1	ARFGEF3	ARRB1	ASIC4	ASXL3	ATCAY	ATL1	ATP1A3	ATP6V1H	AUTS2	B3GALT2	BAALC	BASP1	BCL11A	BEND5	BICRAL	BIVM-ERCC5	BRINP2	BZW2	C1QL4	C1orf21	C1orf35	CACNB3	CACNG2	CADPS	CBLN2	CCDC184	CD2	CD24	CDC42EP3	CDH22	CDK5R1	CDK7	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	ENSG00000248540	EPB41	EPB41L1	ESRRG	ETFB	FAM117B	FAXC	FBLL1	FBXL16	FGF12	FGF14	FHOD3	FNIP2	FOXA2	FOXP2	GABRB3	GABRG2	GAP43	GDAP1L1	GLRA2	GNG2	GNG3	GOLGA7B	GOLGA8B	GPC2	GPM6A	GPR155	GPRIN1	GREM2	GRIA2	GRIK2	GRIN3A	GRIP1	HAUS1	HIVEP3	HOOK1	HUNK	INA	IQCJ-SCHIP1	ISLR2	JAKMIP1	JPH4	KCNA3	KCNC1	KCND2	KCNH8	KCNQ3	KHDRBS3	KIF21B	KIF26A	KIF3A	KIF3C	KIF5C	KLC1	KLHL1	KLHL35	KMO	L1CAM	LETMD1	LHFPL4	LHX1	LMTK3	LONRF2	LONRF3	LPAR2	LPGAT1	LPIN1	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	NSG2	NXPH4	OCIAD2	OPN3	OSBPL6	PAFAH1B3	PAK3	PAK5	PAPPA	PBX3	PCDH9	PCDHA7	PCDHGC3	PCSK2	PDE11A	PDE4DIP	PEX5L	PGM2L1	PHACTR3	PHF21B	PHYHIPL	PITX2	PLEKHA6	PLPPR2	PLPPR4	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	STMN1	STMN2	STMN4	STXBP1	SV2A	SYBU	SYP	SYT13	SYT7	TAFA2	TAGLN3	TBC1D2B	TENM2	TERF2IP	TES	THSD7A	TLCD3B	TMEM121B	TMEM132B	TMEM169	TMEM185B	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_HSERT	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNO_MIDBRAIN_NEUROTYPES_HSERT	AATK	ABHD17A	ABLIM1	ABR	ACOT7	ACSL6	ACTL6B	ADAM22	ADCY1	ADGRB1	AFF2	AK5	AKAP7	AKR1C1	AKR1C2	ANK2	ANKRD44	ANO8	AP3B2	APBA1	APLP1	ARFGEF3	ARRB1	ASB2	ASXL3	ATCAY	ATL1	ATP1A3	ATP2B2	ATP6V1A	B9D1	BAALC	BASP1	BEX1	BEX2	BEX5	BOP1	BRINP1	BRINP3	BTBD1	BTBD6	C10orf95-AS1	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	CELF3	CELF4	CELF5	CELF6	CEP126	CFAP276	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	FAR2	FBLL1	FBXL16	FEV	FGF13	FGF14	FKBP1B	FNDC10	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	HPCAL4	HS3ST4	HS6ST3	HSPA12A	ICA1	IL27RA	INA	INHBA-AS1	JAKMIP1	JPH3	JPH4	KANK4	KCNC1	KCNIP4	KCNK3	KCNQ3	KCTD2	KIF5C	KIFC2	KIRREL3	KIT	KLC1	KLHL29	KLHL32	KRT17	KSR2	L1CAM	LGI1	LHFPL3	LHFPL4	LINGO1	LMTK3	LMX1B	LONRF2	LPCAT4	LPIN2	LRATD1	LRFN5	LRP1B	LY6H	MAOA	MAP1B	MAP1LC3A	MAP2K4	MAP7D2	MAPK8IP2	MAPRE2	MAPRE3	MARCHF1	MAST1	MCF2	MCF2L	MEG3	MEST	MFSD6	MGAT4C	MICOS10-NBL1	MLLT11	MMP24	MSANTD3-TMEFF1	MTURN	MTUS2	MYCBP2	MYO5A	NALCN	NALF1	NAP1L3	NAP1L5	NAPB	NCAM1	NCDN	NCOA7	NDFIP1	NDRG4	NEGR1	NELL1	NFASC	NKAIN2	NOL4	NPTXR	NRXN1	NRXN2	NSG1	NSG2	OLFM3	OPCML	OPN5	OPTN	PAK6	PAQR8	PCDH11X	PCDH19	PCDH7	PCDH9	PCDHA7	PCSK1N	PDE11A	PDZD7	PEG3	PFKP	PGM2L1	PHACTR3	PI4KA	PIGZ	PITPNC1	PITRM1	PKIA	PLCB1	PLCH2	PLCXD3	PLPPR2	PLPPR3	PLPPR4	PLPPR5	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	RETREG1	RFPL1S	RGS17	RIMBP2	RIMS1	RIMS2	RIMS4	RIPOR2	RNF112	RNF175	ROBO2	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	TAFA1	TAFA2	TAFA5	TARBP1	TENM2	THRA	THSD7B	TMEM121B	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
MENON_FETAL_KIDNEY_0_CAP_MESENCHYME_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_0_CAP_MESENCHYME_CELLS	ANKRD11	ANP32B	ATRX	BAZ1B	BAZ2B	BDP1	BPTF	BRD3	BST2	CCDC14	CCDC88A	CENPF	CHD4	CUX1	DACH1	DDX24	DEK	DNMT1	EIF3A	ENAH	GABPB1-AS1	GOLGA4	H19	H4C3	HMGB1	HMGB1P6	HMGB2	HNRNPA1L3	IGF2	ILF3	ITGA8	KAT6B	LAMA4	LUC7L3	LYPD1	MCM7	MDK	MEIS2	MKI67	NAP1L1	NASP	NBPF1	NCAM1	NCL	NKTR	NNAT	NOP56	NR2F1	NR2F2	NTRK2	NUDT3	PAX2	PEG10	PPM1G	PRXL2A	PSIP1	PTMA	PTMAP2	PTMAP5	PTMS	PTPN14	RBM25	RBP1	RIF1	RPL13AP25	RPS10	RPS19P1	RPS3AP6	RPS4XP6	RSF1	SEPTIN6	SET	SF3B2	SMC1A	SMC3	SMC4	SNRNP70	SOX4	SPEN	SUPT16H	SYNE2	TIA1	TOP2A	TOP2B	TPR	TUBA1A	USP1	XIST	ZC3H13	ZKSCAN1
MENON_FETAL_KIDNEY_10_IMMUNE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_10_IMMUNE_CELLS	ACTB	ACTR2	AIF1	ARHGDIB	ARPC1B	ARPC2	ARPC3	ATP5F1E	B2M	CAP1	CAPZB	CCDC88A	CD74	CFL1	CNPY3	CORO1A	COTL1	CST3	CYBA	CYBB	DAB2	EEF1B2P6	FGL2	FOS	FTL	FTLP3	FYB1	GPX1	GRB2	HLA-A	HLA-B	HLA-C	HLA-DPA1	HLA-DPB1	HLA-DRA	HLA-DRB1	HLA-DRB6	HLA-E	IGSF6	IQGAP1	KLF6	LAPTM5	LCP1	LGALS1	LRRFIP1	LST1	MAF	MEF2C	MNDA	MYL6	NEAT1	OAZ1	PABPC1	PFN1	PSAP	PTPRC	RBPJ	RGS10	RPL12	RPL27	RPL27A	RPLP1	RPLP2	RPS15A	S100A11	S100A4	S100A6	SAMHD1	SAT1	SH3BGRL3	SNHG5	SRGN	TMSB10	TMSB4X	TMSB4XP8	TOP1	TPM3	TPT1	TUBA1B	TYROBP	UBA52	VAMP8	ZFP36L2
MENON_FETAL_KIDNEY_1_EMBRYONIC_RED_BLOOD_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_1_EMBRYONIC_RED_BLOOD_CELLS	ACTB	ARL6IP1	ATP5F1C	ATP5MC2	ATP5PF	BTF3	CADM1	CALR	CHCHD2	CNBP	DUT	DYNLL1	EEF1B2	ERH	FKBP3	FOS	FTH1	GAPDH	H1-3	H2AZ1	H3-3B	H4C3	HACD3	HBA1	HBA2	HBB	HBG1	HBG2	HMGB1P5	HMGB2	HNRNPC	HNRNPF	HSPA8	HSPE1	ID3	IFITM2	ILF2	JUN	LYPD1	MACROH2A1	MARCKSL1	MKI67	MT-CYB	MT-ND1	MT-ND2	MT-ND5	MTATP6P1	MTCO1P12	MTND1P23	NACA	NPM1	NPM1P39	NUSAP1	OSTC	PCBP2	PCNA	PFN1	PPDPF	PPIA	PPIAP22	PTTG1	RAD21	RAN	RANBP1	RHOA	RPL10P16	RPL10P6	RPL10P9	RPL15	RPL15P3	RPL18A	RPL19	RPL23A	RPL23AP42	RPL26	RPL26P19	RPL29	RPL3	RPL31	RPL32	RPL35A	RPL4P4	RPL5	RPL5P34	RPL6	RPL7	RPL7A	RPL7AP6	RPLP0	RPLP0P6	RPS13	RPS13P2	RPS15A	RPS18	RPS23	RPS25	RPS2P5	RPS4Y1	RPS7	RPS7P1	RPSA	RPSA2	SEC11A	SELENOF	SINHCAF	SKP1	SMC4	SNRPB	SNRPC	SNRPD2	SRP9	SRSF2	SSBP1	STMN1	SUMO2	TMPO	TMSB15A	TOP2A	TPT1	TUBA1B	TUBB	UBB	YBX1	YBX1P1	YBX1P10	YWHAQ
MENON_FETAL_KIDNEY_2_NEPHRON_PROGENITOR_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_2_NEPHRON_PROGENITOR_CELLS	ABLIM1	AFDN	ANP32E	BTG1	CCDC198	CCND1	CD24	DBI	DCDC2	EIF3F	EMX2	EPCAM	ERBB4	HES1	HIPK2	HMGA1	HOXA10	HOXB3	HOXB7	HOXD8	HSP90AA1	JAG1	LAMB1	LHX1	LIMCH1	MAL	MARCKSL1	MECOM	MST1L	ODC1	PLEKHA1	POU3F3	RAB3IP	RPL3	RPL7P1	RPLP0	RPLP0P6	RPS2	RPSA	RPSA2	SOX4	TRIB2	TUBB2B	UTRN
MENON_FETAL_KIDNEY_3_STROMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_3_STROMAL_CELLS	AKAP12	ALCAM	ATP2B1	C12orf57	CALD1	CCDC88A	CD81	CDH11	CHD3	CLDN11	COL1A1	COL1A2	COL21A1	COL3A1	COL4A1	COL4A2	COL5A2	COL6A3	CTSC	CYP1B1	DST	EMCN	FLRT2	FN1	FOS	FSTL1	GNAS	GPC3	H19	IGF2	IGFBP5	ITGB1	KCNQ1OT1	LGALS1	MACF1	MAGED2	MARCKS	MDK	MEG3	MEIS2	MYH10	MYL6	MYLK	NCAM1	NKTR	NR2F1	NR2F2	PALLD	PBX1	POSTN	PPP1R12A	PTN	PXDN	RAI14	RBP1	RPL24P8	RPL28	RPS4XP6	RRBP1	SELENOW	SEPTIN11	SEPTIN7	SERPINH1	SFRP1	SOX4	SPARC	SULT1E1	TCF21	TMSB4X	TNC	TOP2B	TPM1	TPM2	TPM4	TTC3	TUBA1A	UACA	VCAN	VIM	XIST	ZEB2
MENON_FETAL_KIDNEY_4_PODOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_4_PODOCYTES	ACTN4	ADAMTS9	ADD3	AHNAK	AIF1	AIF1L	ALCAM	ANKRD11	ANKRD12	ANXA2	ANXA2P2	ANXA5	APLP2	ARF1	ARHGAP29	ARHGEF12	ARMCX3	ARMH4	BAZ2B	BBX	BCAM	BMP7	BNIP3L	BRD2	BST2	C4orf3	CALD1	CALM2	CALR	CANX	CAST	CCN2	CCNL2	CD151	CD2AP	CD59	CD63	CD81	CDKN1C	CGNL1	CHD3	CHD4	CIRBP	CITED2	CLDN5	CLIC5	CMYA5	COL18A1	COL4A4	COL9A1	CPXM1	CRIM1	CXCL12	DACH1	DDN	DDX17	DSC2	DST	DSTN	DYNC2I1	DYNLRB1	EFNB2	EIF3M	EMC10	ENPEP	EVL	EZR	FKBP2	FNDC3B	FOXC1	GABARAPL2	GADD45A	GINM1	GOLGB1	GOLIM4	H3-3B	HIPK2	HMGN3	HSP90B1	HSPA5	HTRA1	IQGAP2	ITGB1	ITIH5	ITM2B	KMT2A	KMT2E	KTN1	LEPROT	LRRFIP1	LUC7L3	MAFB	MAGI2	MAGI2-AS3	MALAT1	MAN1A2	MIR503HG	MME	MPHOSPH8	MTDH	MXRA8	MYH9	MYL12B	MYL6	MYL9	NDUFB2	NEAT1	NEBL	NES	NFE2L1	NORAD	NPHS1	NPHS2	NPNT	NTNG1	NTRK2	PALLD	PALS1	PARD3B	PCBP1	PCMTD2	PDIA3	PHACTR4	PHIP	PLA2R1	PLCE1	PLOD2	PLTP	PODXL	PON2	PPP1R9A	PRDX6	PRMT2	PRRC2C	PSAP	PTBP3	PTH1R	PTMS	PTPN14	PTPRD	PTPRO	PUF60	RAB2A	RAD50	RASSF8	RBMS1	RDX	RETREG1	RFC1	RNF145	ROBO2	RPL36AL	S100A6	SARAF	SDC2	SEC62	SELENOP	SEMA3B	SEPTIN11	SEPTIN2	SERINC1	SLK	SOST	SPARC	SPATS2L	SPINT2	SPOCK2	SRGAP1	SRRM2	ST3GAL6	STT3B	SULF1	SYNPO	TAX1BP1	TBCB	TCEAL3	TCEAL9	TCF21	TCF25	TERF2IP	TGFBR3	THSD7A	TJP1	TMED9	TMEM150C	TMSB4X	TMSB4XP8	TNNI1	TNNT2	TPM1	TPPP3	TRIB2	TSC22D3	TSPAN3	TTC14	TXNIP	TYRO3	UACA	UBE2G2	VEGFA	VIM	WASF2	WT1	WT1-AS	YIPF4	ZFP36L2
MENON_FETAL_KIDNEY_5_PROXIMAL_TUBULE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_5_PROXIMAL_TUBULE_CELLS	ACAA2	AFP	AIG1	AKR1A1	ALDH6A1	ANXA4	APOE	APOM	ARID5B	ATP5IF1	ATP5PD	ATP5PF	ATP6V1F	ATP6V1G1	ATXN7L3B	C11orf54	CALM1	CALM3	CARMIL1	CCDC198	CD164	CD24	CDH6	CITED2	CLU	CTSB	CUBN	CYB5A	CYBA	DAB2	DBI	DCDC2	DNPH1	DPP4	DSEL	DYNLRB1	EMX2	EPHA7	ETFB	FARP1	FLRT3	FTH1	FTL	FTLP3	GLYATL1	GNG11	GPC3	HADHA	HOOK1	HSPD1	HSPE1	ID1	ID2	ID4	IGFBP7	ITM2B	JAG1	KCNJ15	LAMTOR5	LAPTM4A	LRP2	MDH1	MPC2	MRPL32	MSRB1	MTCO1P12	MYO6	NDUFC1	NHERF1	NIPSNAP1	NPC2	OCIAD2	ODC1	PCBP2	PDZK1	PPFIBP1	PSMA2	PTGR1	PTTG1IP	QPRT	RAB3IP	RIDA	RNF181	RPL10P9	RPL14P1	RPS2P5	RPS4Y1	RPS7	RTN4	S100A10	SELENOP	SLC27A2	SLC3A1	SMIM24	SMS	SNHG29	SNHG8	SPATS2L	SPEF2	SPINT2	SPP1	SYAP1	SYNE2	TMBIM6	TNFSF10	TPT1	TPT1P9	TSPAN12	TUBB4B	TXN	UGCG	VCAN
MENON_FETAL_KIDNEY_6_COLLECTING_DUCT_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_6_COLLECTING_DUCT_CELLS	ADH1C	AFDN	AGR2	AHI1	AKR1B1	ALDH1A1	ANXA2	ARL4C	ARPC2	ASAH1	B2M	BCAT1	BTG2	CALM1	CCDC198	CD2AP	CD9	CHD3	CLDN4	CLTC	CLU	COA3	COBLL1	CTSH	CYB5A	DMKN	ECHDC2	EFNB2	EGR1	EIF1	ELF5	EMX2	EMX2OS	ENO1	EPCAM	EZR	FOS	GATA3	GSTM3	GSTP1	HDAC1	HOXB7	HSPB1	ID1	IER2	IQGAP1	IVNS1ABP	JUN	KLF6	KRT18	KRT19	KRT8	LHX1	LIMCH1	LRPAP1	LRRFIP1	MAL	MAL2	MAP4	MECOM	METAP2	MGST3	MRPL33	MYL12A	MYO6	NEDD4L	NPNT	PAX8	PDHA1	PPDPF	PTBP3	PTPN13	PTPRF	RAB11FIP2	RALBP1	RDH10	RTN4	S100A10	S100A11	S100A6	SAT1	SCIN	SCOC	SPATS2L	SPINT2	STC1	TBX3	TCEAL9	TMSB4X	TMSB4XP8	TSC22D1	TSTD1	WFDC2	ZFP36L1
MENON_FETAL_KIDNEY_7_LOOPOF_HENLE_CELLS_DISTAL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_7_LOOPOF_HENLE_CELLS_DISTAL	ABLIM1	ACADVL	ACP3	AFG3L2	AFP	AHCYL1	AK3	AKAP9	AKIRIN1	ALDH1A1	ALDOA	ANK3	ANXA11	APLP2	APOE	ARHGAP24	ASAH1	ATP1A1	ATP1B1	ATP1B3	ATP5F1A	ATP5F1B	ATP5F1C	ATP5F1D	ATP5F1E	ATP5MC1	ATP5MC3	ATP5ME	ATP5MG	ATP5MJ	ATP5MK	ATP5PB	ATP5PD	ATP5PF	ATP5PO	ATP6AP1	ATP6AP2	ATP6V0B	ATP6V0E1	ATRAID	AURKAIP1	BEX2	BEX3	CA12	CAPN2	CD24	CD63	CDH16	CHCHD10	CHMP2A	CISD1	CKB	CLCN5	CLCNKB	CLDN10	CLDN16	CLDN19	COA3	COBLL1	COL18A1	COL6A1	COMMD6	COX20	COX4I1	COX5A	COX5B	COX6A1	COX6B1	COX6C	COX7A2	COX7B	COX7C	COX8A	CPM	CPNE3	CRYL1	CTDSPL	CTSL	CXCL12	CYC1	CYCS	CYFIP2	CYP1B1	CYS1	CYSTM1	DCDC2	DECR1	DEFB1	DMAC1	DNER	DUSP9	DZIP1	ECI1	EGFL6	EIF3K	ENO1	EPCAM	ERBB4	ESD	ESRRG	ETFB	FAM162A	FKBP2	FTL	FTLP3	FXYD2	GABARAPL2	GHITM	GNG5	GOT1	GPI	GSTK1	GSTM3	HIGD2A	HINT2	HOXD8	HOXD9	HSBP1	HSPA9	HSPE1	ID2	IDH2	IGFBP7	IMMT	IRX2	ISCU	ITM2B	ITM2C	ITPRID2	IVNS1ABP	KCNJ1	KCNJ16	KNG1	KRT10	LAMB1	LAMTOR5	LDHB	MAGEF1	MAL	MDH1	MECOM	MEST	MGST3	MICOS10	MICOS13	MINDY2	MPC1	MPC2	MRPL33	MRPL41	MRPS25	MRPS5	MRPS6	MST1L	MST1P2	MT-ATP6	MT-ATP8	MT-CO1	MT-CO2	MT-CO3	MT-CYB	MT-ND1	MT-ND2	MT-ND3	MT-ND4	MT-ND4L	MT-ND5	MT-ND6	MT-RNR1	MT-RNR2	MTATP6P1	MTURN	MUC1	MYO6	NARS1	NDFIP1	NDUFA1	NDUFA10	NDUFA2	NDUFA3	NDUFA4	NDUFA5	NDUFA6	NDUFA8	NDUFB1	NDUFB2	NDUFB4	NDUFB5	NDUFB6	NDUFB7	NDUFB8	NDUFB9	NDUFC1	NDUFC2	NDUFS2	NDUFS3	NDUFS6	NDUFS7	NDUFS8	NDUFV1	NEAT1	NEDD4L	NEFL	NIPSNAP2	NPC2	NUDT4	PAPPA2	PAPSS2	PDHA1	PEBP1	PGK1	PHB1	PIK3R1	PKM	PKP4	PLEKHB2	PNKD	POLR2L	POU3F3	PRDX3	PRDX5	PTGER3	PTH1R	RBM47	REXO2	RHOBTB3	RNF7	RNPC3	RTL8C	S100A6	SDC4	SERF2	SLC12A1	SLC25A4	SLC25A5	SLC25A6	SLC2A11	SLC5A3	SLC9A3-OT1	SLIRP	SMDT1	SMIM24	SPINT2	SPP1	SUCLG1	SULT1C2	TCEAL4	TFAP2B	TFCP2L1	TMBIM6	TMEM213	TMEM59	TMEM72	TOMM7	TPI1	TRIM2	TSPAN12	TSTD1	TUBB2B	UCHL1	UGT8	UMOD	UQCR10	UQCR11	UQCRB	UQCRC1	UQCRC2	UQCRFS1	UQCRH	UQCRHL	UQCRQ	VAMP8	VAV3	VDAC1	WSB1	XPA
MENON_FETAL_KIDNEY_8_CONNECTING_TUBULE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_8_CONNECTING_TUBULE_CELLS	ABLIM1	ACADVL	ADAMTS9	ADD3	AFG3L2	AHCYL1	AHNAK	AIF1L	ANK3	ANXA11	APLP2	ARHGAP24	ARL4C	ARSD	ATP1A1	ATP1B1	ATP1B3	ATP5F1A	ATP5F1B	ATP5F1E	ATP5IF1	ATP5MC1	ATP5MC3	ATP5ME	ATP5MG	ATP5MK	ATP5PD	ATP6AP2	ATP6V0B	ATP6V0E1	ATP6V1B1	ATP6V1F	BEX2	BTG1	CA12	CA2	CAMK2N1	CCDC198	CD24	CDH16	CHCHD10	CHMP2A	CISD1	CLCN5	CLCNKB	CLINT1	COA3	COBLL1	COL18A1	COL1A2	COL6A1	COMMD6	COPS6	COPS9	COX20	COX4I1	COX5A	COX5B	COX6A1	COX6B1	COX6C	COX7A2	COX7B	COX7C	COX8A	CTDSPL	CYB5A	CYC1	CYCS	CYS1	DAZAP2	DCDC2	DECR1	DEFB1	DNASE1	DSTN	ECI1	EMX1	EMX2	EPCAM	ERBB2	ERBB4	ETFB	FAM171A1	FERMT2	FKBP2	FRMD4A	FXYD2	GALNT11	GATA3	GCC2	GLS	GPRC5B	GSTK1	GSTM3	HIGD2A	HIPK2	HNF1A-AS1	HOXA9	HOXB-AS3	HOXB3	HOXD8	HOXD9	HSD11B2	HSP90AA1	IGFBP3	IGFBP7	ITM2B	ITM2C	IVNS1ABP	JADE1	KCNJ1	KCNJ15	KCNJ16	KIF12	KIF3B	KNG1	KNOP1	KRT19	KRT8	LAMB1	LAMTOR5	LDHB	LHX1	LIMCH1	LLGL2	LMAN2	LRPAP1	LRRFIP1	MAL	MALAT1	MECOM	MFHAS1	MGST3	MICOS10	MICOS13	MITF	MPC1	MPC2	MPHOSPH8	MRPL33	MRPS18B	MRPS6	MST1L	MST1P2	MT-CO1	MT-CO2	MT-CO3	MT-ND3	MT-ND6	MT-RNR1	MTURN	MUC1	MYO10	MYO6	NDRG1	NDUFA1	NDUFA10	NDUFA13	NDUFA2	NDUFA3	NDUFA4	NDUFA5	NDUFA6	NDUFB1	NDUFB10	NDUFB2	NDUFB7	NDUFB9	NDUFC1	NEAT1	NEDD4L	NFE2L2	NIPSNAP2	NOP10	NPC2	NPNT	NSRP1	NUDT4	OST4	PAWR	PDHA1	PEBP1	PFKL	PHGDH	PHLDB1	PIK3R1	PLEKHA5	PLEKHJ1	PLXNB1	PNKD	POLR2L	POU3F3	PRMT2	PSAP	PTBP3	PTGR1	PTH1R	PTPN13	PTPRF	PTTG1IP	QKI	QPRT	RAB3IP	RALBP1	RBM47	RGL3	RNPC3	ROMO1	RPL36AL	RPS4Y1	RTN4	S100A13	S100A6	SARAF	SAT1	SCIN	SCUBE3	SDC4	SEC61G	SEC62	SELENOP	SERF2	SERPINF2	SLC25A5	SLC8A1	SMIM24	SNHG14	SNRPN	SOD1	SUCLG1	SULT1C2	TCEAL4	TFCP2L1	TFDP2	TGOLN2	TMA7	TMBIM6	TMCO1	TMED4	TMEM213	TMEM245	TMEM52B	TMEM59	TMEM72	TRIM2	TRIM56	TSTD1	TTC14	UBE2G2	UQCR10	UQCR11	UQCRB	UQCRFS1	UQCRQ	VAMP8	VAV3	VDAC1	WFDC2	WNK1	WSB1	YTHDC1	YWHAB	ZC3H13	ZMAT2	ZNF503	ZNHIT1
MENON_FETAL_KIDNEY_9_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENON_FETAL_KIDNEY_9_ENDOTHELIAL_CELLS	A2M	ACTR2	ADGRF5	ADGRL4	ANXA2	APLNR	APP	ARHGAP29	ARPC2	B2M	CALM1	CAVIN1	CAVIN2	CCND1	CD34	CD74	CD81	CDC37	CLDN5	COL4A1	COL4A2	COTL1	CRIP2	EFNB2	EGFL7	EHD3	EMCN	ESAM	ETS1	FKBP1A	FLT1	FN1	GMFG	GNAI2	GNG11	H19	HLA-A	HLA-B	HLA-E	HMGB1P5	HSPG2	IER2	IFI16	IFITM2	IFITM3	IGFBP4	IGFBP5	IL6ST	ITGB1	KDR	KIF5B	KTN1	LGALS1	LIFR	LPP	MAGED2	MAP4K4	MARCKS	MEF2C	MEIS2	MKI67	MSN	MYL12A	MYL6	NEAT1	NES	NIN	NOSTRIN	NOTCH4	NRP1	PBX1	PCDH17	PECAM1	PIEZO2	PLPP3	PRCP	PTTG1IP	PXDN	RAMP2	RDX	RHOA	RNASE1	ROCK2	RRBP1	S100A6	SERPINH1	SPARC	SPTBN1	TCF4	TCIM	TGFBR2	THY1	TIMP3	TM4SF1	TM4SF18	TMSB10	TMSB4X	TPM3	TPM4	TUBA1B	UACA	VAMP5
MURARO_PANCREAS_ACINAR_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_ACINAR_CELL	AADAC	ABCC3	ABHD11	ABRACL	ACAA1	ACO1	ACOX1	ACSL4	ACTG1	ACTN4	ADAM9	ADAMTS1	ADD3	ADH1C	ADI1	ADM2	AHCY	AKR1B10	AKR1C1	AKR1C2	AKR1C3	AKR7A3	ALAD	ALB	ALDH2	ALDH3A2	ALDOB	AMOTL2	AMY2A	AMY2B	ANGPTL4	ANKRD36	ANKRD36B	ANO6	ANPEP	ANXA11	ANXA4	AOX1	AP4B1	AQP8	ARHGAP18	ARHGAP26	ARPC1A	ARRDC3	ARSD	ASNS	ASS1	ATF3	ATF4	ATP10B	ATP8B1	ATRN	B2M	B3GALNT2	B3GNT2	B3GNT5	B3GNT7	B4GALT1	BACE2	BAIAP2L1	BAZ1A	BCAT1	BCL3	BHLHE40	BIRC3	BLVRB	BMF	BNIP5	BTF3	BTG1	C15orf48	C1R	C1RL	C2CD2	C3	C4orf19	C5	CA12	CAMK1D	CAPN2	CAPZA1	CASP4	CASP6	CASP7	CAV2	CBR1	CBS	CCL2	CCL20	CCL28	CCL8	CCNC	CCND2	CCNG1	CCPG1	CD151	CD24	CD2AP	CD44	CD47	CD74	CDC42EP1	CDH1	CDR2L	CDV3	CEBPD	CEL	CELA2A	CELA2B	CELA3A	CELA3B	CEMIP2	CES2	CFB	CFI	CGNL1	CHAC1	CHMP4C	CHP1	CLDN1	CLDN10	CLDN12	CLDN2	CLDN4	CLDN7	CLIC6	CLMN	CLPS	CMPK1	CNN2	CNN3	CPA1	CPA2	CPA4	CPB1	CPM	CREB3L1	CREB5	CREG1	CTRB1	CTRB2	CTRC	CTRL	CTSD	CTTN	CXADR	CXCL1	CXCL12	CXCL16	CXCL17	CXCL2	CXCL3	CXCL8	CYB5A	CYFIP1	CYP17A1	CYP1A1	CYP3A5	DAB2IP	DAG1	DBNDD1	DDAH1	DHRS3	DNAJC3	DUOX2	DUSP16	DUSP23	DUSP4	EBP	EBPL	EDEM3	EDN1	EEF1A1	EEF1B2	EEF1D	EEF1G	EEF2	EGFR	EHD4	EIF2S2	EIF2S3	EIF3D	EIF3E	EIF3F	EIF3L	EIF4E2	EIF4EBP1	EIF4EBP2	ELF3	EML4	ENAH	ENC1	EPB41L4B	EPHX1	ERBB3	ERO1A	ERP27	ESRP1	ETS2	ETV6	F11R	F3	FA2H	FAM107B	FAM13A	FAM161A	FAM162A	FAM3B	FBP1	FBXO25	FDX1	FGA	FGD6	FGG	FGL1	FKBP11	FKBP1A	FKBP9P1	FLRT2	FNDC4	FNIP2	FOXC1	FRMD8	FTH1	FTH1P3	FTL	FUT4	FZD5	GALNT2	GALNT3	GALNT7	GAREM1	GATA4	GATA6	GATM	GBP2	GCLC	GCNT3	GDF15	GJB1	GLRX	GLUL	GMNN	GOLM1	GP2	GPR160	GPRC5A	GPRC5B	GPT2	GPX2	GRB10	GSTA1	GSTA2	GSTP1	GUCD1	GULP1	H6PD	HDGF	HDHD3	HEBP1	HERPUD1	HES1	HEYL	HHLA2	HIF1A	HLA-B	HLA-C	HLA-DMA	HLA-DRA	HLA-DRB1	HLA-F	HOMER2	HPN	HSD17B11	HSD17B4	HSPB1	HSPB8	HTATIP2	IDH1	IDH2	IER2	IFITM3	IFNGR1	IGBP1	IGFBP2	IL18	IL22RA1	IL32	IMPA2	IMPDH2	INSR	IQGAP2	ITGA2	ITGA6	ITGAV	ITPRID2	JPT1	JUN	JUP	KCNQ1	KDELR3	KIF1C	KITLG	KLF3	KLF5	KLF6	KLK1	KRAS	KRT18	KRT7	KRT8	KRTCAP3	LAD1	LAMB3	LASP1	LCN2	LDHA	LDHB	LGALS2	LGALS3	LGALS9	LGR4	LIMA1	LIMK2	LMO7	LRG1	LRP10	LRRC59	LSR	LTB	LYN	LYPD1	LYZ	MACC1	MAGT1	MAL2	MAN2A1	MAP3K20	MAP3K5	MARCKS	MARCKSL1	MBNL2	MCCC1	MCFD2	MCL1	MECOM	MET	MGAT4B	MGST1	MKNK2	MLEC	MLPH	MLXIP	MOB3B	MSN	MT1G	MTHFD2	MTMR12	MTUS1	MUC1	MUC20	MXI1	MXRA5	MYC	MYH9	MYL12A	MYL12B	MYO1C	MYO5B	MYO5C	NACA	NACA2	NAMPT	NCOA7	NDRG1	NEAT1	NECTIN4	NEDD4L	NET1	NEXN	NFE2L2	NFIB	NFKBIA	NFKBIZ	NHSL2	NHSL3	NIBAN1	NIBAN2	NOP53	NPM1	NR0B2	NR5A2	NRARP	NTN4	NUPR1	OAF	OCLN	OLFM4	OSMR	OSTC	OXA1L	P4HB	PABPC1	PABPC3	PABPC4	PACSIN2	PARD3	PARD6B	PARP4	PARVA	PBLD	PCBP2	PDCD4	PDGFA	PDLIM1	PDLIM5	PDP1	PDZK1IP1	PGM1	PGM2L1	PGM3	PHGDH	PHLDA1	PIGR	PIK3AP1	PIM3	PLA2G1B	PLIN5	PLS3	PLSCR1	PLTP	PMAIP1	PNLIP	PNLIPRP1	PNLIPRP2	PNRC1	PODXL	POLD4	POLDIP2	POLR1D	POU2AF3	PPIA	PPIC	PPIF	PPP1R3C	PPP2R5A	PRDX1	PRDX4	PRDX6	PRPS2	PRR15L	PRSS1	PRSS3	PRSS3P2	PSAT1	PSMB10	PSMB8	PTER	PTF1A	PTGFRN	PTGR1	PTMA	PTMAP11	PTP4A1	PTP4A2	PTPRF	PTPRK	PYCR1	RAB11FIP1	RAB27B	RAB3D	RAB9A	RACK1	RASEF	RASGRP3	RASSF6	RBM3	RBM47	RBPJ	RBPMS	RBSN	RDH10	RDX	REG1A	REG1B	REG1CP	REG3A	REG3G	REPS2	RER1	REST	RETREG1	RETSAT	RHOC	RLIM	RNASE1	RND1	RNF181	RNF19A	RNF213	RPL10	RPL10A	RPL10L	RPL11	RPL12	RPL13	RPL13A	RPL13AP20	RPL13AP5	RPL14	RPL17	RPL18A	RPL19	RPL22L1	RPL23	RPL23A	RPL23P8	RPL24	RPL26	RPL27	RPL27A	RPL29	RPL30	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL36	RPL36A	RPL36A-HNRNPH2	RPL36AL	RPL37	RPL37A	RPL38	RPL39	RPL4	RPL41	RPL7	RPL7A	RPL9	RPLP0	RPLP0P2	RPLP1	RPLP2	RPN2	RPS11	RPS12	RPS13	RPS15A	RPS16	RPS19	RPS2	RPS20	RPS21	RPS23	RPS24	RPS25	RPS27	RPS27A	RPS27L	RPS28	RPS29	RPS3	RPS3A	RPS4X	RPS4Y1	RPS5	RPS6	RPS6KA2	RPS7	RPS8	RPS9	RPSA	RPSA2	RRBP1	RSU1	S100A11	SAT1	SAV1	SCN9A	SDC4	SEL1L	SEL1L3	SERINC2	SERP1	SERPINA3	SERPINB1	SERPINB6	SERPINF1	SERPINI2	SETD7	SGK1	SH2D4A	SH3BP4	SHMT2	SHROOM3	SKIL	SLC12A2	SLC12A7	SLC16A7	SLC22A23	SLC25A37	SLC25A5	SLC30A2	SLC35D2	SLC35E1	SLC38A1	SLC38A2	SLC39A14	SLC39A8	SLC44A4	SLC66A3	SLC7A11	SLFN5	SMAD3	SMIM14	SNAP23	SNHG5	SOCS3	SOD2	SORBS2	SORD	SOX4	SOX9	SP100	SPATA13	SPCS3	SPINK1	SPSB1	SPTBN1	SPTSSA	SQSTM1	SRD5A3	SRI	SSR3	STAT6	STEAP4	STK17A	STK24	SUCLG2	SYNGR2	SYTL2	TACSTD2	TAGLN2	TALDO1	TAPBP	TBC1D1	TC2N	TCEA3	TCIM	TCIRG1	TCN1	TES	TFPI	TGIF1	TJP2	TKT	TM4SF1	TM7SF2	TM9SF3	TMBIM1	TMC4	TMC5	TMED2	TMED9	TMEM123	TMEM125	TMEM165	TMEM41A	TMEM51	TMEM87B	TMEM97	TMEM98	TMPRSS2	TMSB10	TMSB4X	TMT1A	TNFAIP1	TNFAIP3	TNFAIP8	TNFRSF10B	TNFRSF12A	TNFSF10	TOB1	TOR1AIP2	TP53I11	TP53INP1	TPD52L1	TPM1	TPST2	TPT1	TRAF4	TRAM1	TRIB1	TRIB2	TRIM47	TSPAN13	TSPAN15	TSPAN6	TST	TUBA1C	TUBB2A	TUBB3	TUBB4B	TXN	TXNRD1	UBA52	UBD	UBE2H	UGDH	UGT2B15	UNC5CL	USP53	VAMP8	VAPA	VIM	VMP1	VTN	WIPI1	XBP1	XPNPEP1	YAP1	YBX3	YWHAZ	ZC3H12A	ZFAND5	ZFP36L1	ZNF114	ZNF117	ZNF217	ZNF704
MURARO_PANCREAS_ALPHA_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_ALPHA_CELL	A1CF	ABHD15	ABHD16A	ABI2	ABLIM1	ACLY	ACVR1C	ADA2	ADCY1	ADCY2	ADGRG2	AGT	AHI1	AIG1	AK2	ALDH1A1	ALPK3	ANAPC11	ANKH	ANXA6	ANXA7	AP1S2	AP3B2	APH1B	APLP1	APOH	APOL4	ARFGEF3	ARHGAP1	ARL3	ARNT2	ARRDC4	ARX	ASPH	ATP2B1	ATP5F1EP2	ATP5MF	ATP5MG	ATP6AP1	ATP6AP2	ATP9A	ATRAID	ATXN2	BACE1	BCAR3	BCKDHB	BEX1	BEX2	BEX3	BEX5	BIVM	BOLA3	BTG2	BUD23	C12orf75	C1orf122	C21orf58	C2CD4A	C2CD4B	CACNA1A	CACNA2D2	CADPS	CALCOCO2	CALM1	CAMK2B	CAMK2G	CAPZB	CBX6	CCDC18-AS1	CCDC86	CD164	CD200	CD36	CD46	CD63	CD82	CD99L2	CDC42EP3	CEACAM19	CEP126	CERCAM	CERK	CERS6	CFC1	CHGA	CHGB	CHKA	CHST9	CITED2	CKB	CKMT1A	CKMT1B	CLU	CMIP	CNIH2	CNIH3	CNKSR3	CNNM1	CNPY2	CNTN1	CNTN4	COA3	COL9A2	COPE	COPZ1	COTL1	COX17	COX7A2	COX8A	CPE	CPLX2	CPNE3	CPNE8	CRELD1	CRH	CRMP1	CRTAC1	CRYBA2	CSGALNACT1	CSRNP3	CST3	CSTF3	CTNND2	CUTA	CYSTM1	DACH1	DAPK2	DEPP1	DNAJA4	DNAJC12	DNER	DNPH1	DPP4	DPP6	DYNLRB1	DZIP3	ECH1	EDIL3	EGFEM1P	ELAPOR1	ELL2	EMB	EMC10	ENAM	ENPP1	ENPP2	ENSG00000274253	EPB41L3	EPHX2	ESYT1	F10	FABP5	FADS1	FAM110B	FAM167A	FAM210B	FAM47E	FAP	FAR2P2	FBXL16	FBXW7	FEV	FGF12	FKBP2	FLNB	FNDC3A	FSTL5	FXYD3	FXYD6	FYB2	G6PC2	G6PC3	GADD45G	GC	GCG	GCH1	GCNT1	GDA	GDI1	GFOD2	GGA2	GK5	GLS	GNAI1	GNAS	GNAZ	GNE	GNG2	GNG4	GPAA1	GPC6	GPR137B	GPX3	GRAMD4	GRIA3	GRK3	GRM4	GRSF1	GSTA4	GUSBP14	H1-10	H1-2	H2BC21	HECTD4	HERC5	HIGD1A	HIPK2	HLA-A	HMGB3	HMGN2	HMGN3	HMGN5	HNF1A-AS1	HPS1	HS6ST3	HSD17B12	HSD17B14	IDI1	IDS	IFI27L2	IFI6	IFIH1	IL6R	INA	IRF6	IRX1	IRX2	ISL1	ITFG1	ITM2B	ITPK1	ITPR1	IVNS1ABP	JADE1	KCNA5	KCNIP1	KCNJ3	KCNJ6	KCNK16	KCNK17	KCNK3	KCNMA1	KCNMB2	KCNQ1OT1	KCTD12	KDELR1	KIAA0319	KIF12	KLHL3	KLHL41	LBH	LCLAT1	LDB2	LDLRAP1	LGI2	LIMCH1	LINC00261	LOXL4	LRATD1	LRP11	LRPAP1	LRRTM2	LSAMP	LUC7L3	MAB21L3	MAFB	MAGED1	MAGED2	MAGI2	MAGI2-AS3	MALAT1	MAMLD1	MAN1A1	MANEAL	MAP7D3	MBD4	MBOAT2	MIA2	MLLT11	MMRN1	MOB1B	MPC2	MRC1	MTMR7	MTSS2	MUC13	MYEF2	MYH10	MYL6	MYO10	NAA20	NAA38	NAV1	NAXE	NBDY	NDUFA1	NDUFA7	NDUFAF3	NDUFAF8	NDUFB11	NDUFB2	NDUFB8	NDUFC1	NENF	NEURL1	NEUROD1	NFASC	NIPSNAP3A	NLGN2	NME4	NOL4	NOMO1	NOVA1	NPDC1	NPNT	NPTN	NPTXR	NR4A2	NRCAM	NRXN1	NSG2	NT5C3A	NUCB1	NUCB2	OAZ1	OCRL	OGT	OSBPL6	P4HA2	P4HTM	PAK3	PALLD	PAM	PAPPA2	PAPSS2	PARM1	PAX6	PCBD1	PCDH17	PCDHB4	PCNX1	PCSK1N	PCSK2	PDE3B	PDE4D	PDK3	PDK4	PDXDC2P	PDZK1	PEG10	PEMT	PFN2	PGAP1	PGR	PHTF2	PIGT	PITRM1	PKD2	PKM	PLCE1	PLIN3	PLK2	PLP2	PLPP5	PLPPR4	PNMA2	POPDC3	PPM1K	PPP1R1A	PPP1R3B	PPP2R2B	PPP3CB	PRAF2	PRKAG2-AS1	PRKAR1A	PRKCE	PRLR	PROX1	PRPS1	PSEN2	PTGER3	PTGER4	PTP4A3	PTPRD	PTPRN	PTPRN2	PTPRT	PTS	PVR	PYROXD2	QDPR	QPCT	QSOX2	RAB11A	RAB26	RAB27A	RAB29	RAB3B	RAB3C	RAB3GAP2	RADX	RAP1GAP2	RASSF5	RCAN2	REC8	REEP4	RFX6	RGS17	RGS4	RGS9	RHBDD2	RIMBP2	RIMS2	RIN2	RNASE4	ROMO1	RPS6KA3	RSAD2	RTL5	RTN1	RUNDC3A	SCAMP1	SCG2	SCG3	SCG5	SCGB2A1	SCN3B	SDC2	SDF2L1	SDK1	SEC14L1	SELENBP1	SELENOI	SEM1	SERF2	SERPINE2	SERPINI1	SERTAD4BP	SESN2	SESN3	SEZ6L	SEZ6L2	SGPL1	SGSM1	SGSM2	SH3GL2	SH3KBP1	SH3RF1	SIK3	SLC22A17	SLC25A53	SLC29A1	SLC29A4	SLC30A8	SLC35G2	SLC36A4	SLC37A4	SLC38A10	SLC38A4	SLC7A14	SLC7A2	SLC7A8	SLC8A2	SLC9A7	SMAP2	SMARCA1	SMARCA2	SMDT1	SMIM24	SMOC1	SNAP25	SNED1	SNHG6	SNU13	SPC25	SPCS1	SPINT2	SPOCK3	SPTSSB	SRPK2	SSBP2	SSTR1	SSTR2	SSX2IP	ST18	ST8SIA1	ST8SIA3	STC2	STMN1	STMN2	STX11	STX16	STXBP6	SYNGR4	SYP	SYT4	SYT5	TBC1D30	TBC1D9	TBL1X	TCEAL2	TCEAL3	TCEAL5	TCTA	TCTN1	TENT5A	TENT5C	THEM6	THRB	TLCD4	TM4SF4	TMED3	TMEM147	TMEM14A	TMEM164	TMEM17	TMEM176A	TMEM176B	TMEM178B	TMEM205	TMEM236	TMEM258	TMEM260	TMEM59	TMEM60	TMEM80	TMEM9	TMX4	TOX3	TPD52	TRAK1	TRNP1	TSPAN2	TSPAN7	TTC8	TTR	TUBA1A	TUBA1B	TUNAR	TUSC3	TXNDC11	UBB	UBL5	UNC13A	UPB1	UQCR11	UQCRQ	USH1C	USP25	VAMP2	VCF2	VDR	VGF	VKORC1	VPS26B	VPS41	VSTM2L	VWA5B2	WDR59	WFS1	YIPF2	YIPF6	ZBED5-AS1	ZBTB41	ZDHHC14	ZKSCAN1	ZNF618	ZNRF1
MURARO_PANCREAS_BETA_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_BETA_CELL	AACS	AARS1	ABAT	ABCA5	ABCC8	ABCG1	ABHD10	ABHD3	ABR	ABRACL	ACAT1	ACLY	ACVR1	ACVR1B	ACVR1C	ADCYAP1	ADH5	ADM	ADRA2A	AFF1	AFF4	AGTPBP1	AHCTF1	AKAP11	AKT3	AKTIP	ALCAM	ALDOC	ALG2	ALKBH5	AMPD2	ANKH	ANKMY2	ANKRD12	ANKRD65	ANO5	ANP32B	ANP32E	AP1AR	AP3B1	APC	APCDD1L-DT	APPL1	APPL2	ARFGEF2	ARG2	ARHGAP35	ARHGAP5	ARHGEF3	ARHGEF9	ARL4D	ARL6IP5	ARL8B	ARMCX3	ARPP19	ASAP1	ASH1L	ATF6	ATG3	ATP1B2	ATP2A3	ATP6V0A1	ATP6V0E2	ATP6V1A	ATP6V1B2	ATP6V1C1	ATP6V1D	ATP6V1E1	ATP6V1G1	ATP8A1	ATRNL1	ATRX	ATXN2	AZI2	BAG3	BBS2	BBX	BCL2L2	BCL9	BEX1	BEX2	BEX4	BHLHE41	BLOC1S2	BMP5	BNIP3	BNIP3L	BRD10	BRD7	BRI3	BTBD1	BTBD3	BTBD8	BTF3L4	BTG3	C12orf76	C14orf132	C15orf61	C1D	C1orf43	C21orf91	C2CD5	C2orf69	C4orf3	CABP7	CACNA1D	CACNA1H	CACNA2D1	CACYBP	CADM1	CADPS	CAMK2N1	CAMLG	CANX	CAPN13	CAPN7	CASC3	CASR	CBX4	CBX7	CCNI	CCSER2	CCT4	CD200	CDC37L1	CDC42BPA	CDC42EP3	CDC5L	CDCP1	CDIP1	CDK5R1	CDK6	CDKN1A	CDKN1C	CDV3	CEBPG	CELF4	CENPC	CERK	CFAP36	CFAP68	CFL2	CHD7	CHD9	CHL1	CHN1	CIRBP	CISD2	CLASP2	CLCN3	CLCN4	CLGN	CLIP1	CLIP4	CLTA	CLTC	CMTM8	CNBP	CNP	CNRIP1	COBLL1	COMMD9	COPRS	COPS2	COPS7A	COX7A2L	CPD	CPEB4	CRACD	CREB3L2	CREBL2	CREBRF	CRMP1	CSDE1	CYFIP2	CYP2U1	CYYR1	DARS1	DBI	DDIT3	DDR1	DDX24	DDX3Y	DENND5B	DGKD	DGKE	DHRS2	DHRS7	DICER1	DIP2C	DLGAP4	DLK1	DMXL2	DNAH5	DNAJB1	DNAJB9	DNAJC12	DNAJC3	DNAJC6	DOCK10	DPP6	DPYSL2	DSP	DST	DSTYK	DTX3	DYNC1H1	DYNLT3	ECPAS	EDARADD	EDN3	EEF2	EFNA5	EFR3A	EIF1B	EIF3E	EIF3H	EIF4A2	EIF4B	EIF4G3	ELAVL4	ELMO1	ELMO2	ELP4	EML6	ENDOD1	ENO1	ENO2	ENPP5	ENTPD3	EPB41L1	EPB41L3	EPB41L4A-AS1	EPM2AIP1	EPRS1	ERICH5	ERO1B	ERRFI1	ESD	ETNK1	EXOC2	EXOC5	EXPH5	FAM107A	FAM135A	FAM174B	FAM200B	FAM219A	FAM222A	FAM8A1	FASN	FBXL16	FBXL17	FBXO17	FBXO33	FBXO7	FFAR4	FGF9	FKBP4	FKBP5	FLOT1	FMN2	FNIP1	FNIP2	FOXA2	FOXJ3	FOXN3	FOXO1	FRA10AC1	FTH1	FTH1P3	FTL	FXR1	FYN	FYTTD1	G3BP1	G3BP2	G6PC2	GABARAP	GABARAPL2	GAD2	GAS5	GCC2	GDA	GDAP1	GEM	GFPT1	GHITM	GIGYF2	GLCCI1	GLIS2	GLIS3	GLT8D2	GNA13	GNAO1	GNAS	GNG4	GNG7	GNPDA1	GOLGA4	GOLGA8A	GOLGB1	GPM6A	GPR158	GPRASP1	GPSM1	GREM1	GREM2	GRIA4	GRPEL2	GSE1	GSN	GTF3C1	GYG1	HABP4	HACD3	HADH	HAPSTR1	HAX1	HCFC2	HDAC9	HECTD1	HECTD4	HERPUD1	HIVEP2	HLF	HLTF	HMGCLL1	HNRNPC	HOOK1	HOPX	HPS4	HS6ST1	HSP90AA1	HSP90AB1	HSPA13	HSPA1A	HSPA1B	HSPA4L	HSPA8	HSPA9	HSPD1	HSPH1	HUWE1	IAPP	ID1	ID4	IER3	IGBP1	IGF1R	IGSF1	IGSF11	IL17RB	IL6R	ILF3-DT	INA	ING2	INPP5F	INS	INSIG1	INSM1	IPO7	IQSEC1	IRF2BP2	IRS2	ISCU	ISOC1	ITPR3	JAZF1	JKAMP	JUND	KAT2B	KAT6B	KATNAL1	KCMF1	KCNG3	KCNH2	KCNJ11	KCNK16	KCNK17	KCNK3	KCNMA1	KCTD13	KDM3A	KDM7A	KIDINS220	KIF13A	KIF1A	KIF21A	KIF3A	KIF3B	KIF5B	KIF5C	KLF10	KLF13	KLHDC10	KLHDC8A	KLHL12	KLHL2	KLHL42	KMT2C	KTN1	LARP1	LDOC1	LETMD1	LINC01128	LMAN1	LMO2	LNPK	LOC154761	LONRF2	LPIN1	LRPPRC	LRRTM3	LYSMD2	LYST	MADD	MAFA	MAFB	MAFG	MAGI2-AS3	MAN1A2	MAN1C1	MAN2A2	MAP1A	MAP1B	MAP1LC3A	MAP2	MAP3K2	MAP6	MAPRE1	MAPRE2	MAPT	MARK1	MAST4	MATR3	MBD1	MBP	MCC	MCUB	MDM2	ME1	MEG3	MEGF9	MEIS2	METTL5	MGAT4A	MIA3	MIR4458HG	MIR7-3HG	MIS18BP1	MKRN2	MLXIPL	MNX1	MPHOSPH8	MPP1	MRPL34	MRPL49	MRPS18B	MSANTD4	MT1F	MT1X	MT2A	MTERF2	MTERF4	MTMR6	MTSS1	MTSS2	MTURN	MTUS2	MXI1	MXRA7	MYCBP2	MYH14	MYO1D	MYO3A	MYO5A	NANOS1	NAP1L1	NAP1L2	NAP1L5	NAPA	NAV2	NBEA	NCKAP1	NCOA3	NCOA4	NCOR2	NDFIP1	NDRG1	NEBL	NECTIN3	NEFM	NEO1	NEU1	NEUROD1	NEXMIF	NFASC	NFE2L1	NFIC	NGRN	NIN	NISCH	NKX2-2	NMNAT2	NMRK1	NORAD	NPR2	NPTX2	NR0B1	NR1D2	NR3C1	NRCAM	NRDC	NSG1	NUCKS1	NUS1	OCIAD1	OLA1	OLFM1	OLMALINC	ORC3	OSBPL8	OSTM1	OTULINL	P2RY1	PAFAH1B1	PAIP2	PALS2	PAN2	PAPSS2	PARVB	PATL1	PCDH7	PCGF5	PCLO	PCM1	PCMT1	PCSK1	PDE4DIP	PDE8B	PDX1	PDZD2	PDZD8	PDZRN3	PEBP1	PEG3	PELI1	PEPD	PER3	PERP	PFKFB2	PFN2	PGK1	PGRMC2	PHACTR2	PHC2	PHF1	PI4KA	PIGA	PIK3C2A	PIKFYVE	PIM3	PIP4P2	PIPOX	PIR	PITHD1	PJA2	PKIB	PKP2	PLAGL1	PLCB1	PLCB4	PLCL2	PLCXD3	PLEKHA6	PLOD2	PNMA1	PNMA2	PNMA8A	PPID	PPL	PPM1A	PPM1E	PPP1R1A	PPP1R2	PPP2CB	PPT1	PRDM4	PREPL	PRKACB	PRKAG2	PRKAR2B	PRKCH	PRMT2	PRNP	PRPF8	PRPS1	PRRC2B	PRSS23	PRUNE2	PRXL2A	PSAP	PSD3	PSIP1	PSMB1	PSMC6	PSMD1	PTAR1	PTBP3	PTCH1	PTEN	PTGES3	PTPN1	PTPN11	PTPN3	PTPRJ	PTPRN	PURA	PURB	RAB11FIP1	RAB11FIP5	RAB12	RAB15	RAB22A	RAB29	RAB39B	RAB3B	RAB3GAP1	RAB3IP	RAB5A	RABEP1	RABGGTB	RAD17	RAD50	RALGPS1	RANBP2	RAP1GAP2	RAPH1	RASA4	RASD1	RASGRF1	RASGRP1	RASSF6	RBBP8	RBP4	RCAN2	RCAN3	RCBTB2	RCOR3	REPIN1	RERE	RETREG2	RGL1	RGS16	RHEB	RHOQ	RIMKLA	RMND5A	RNF13	RNF130	RNF157	RNF187	RNF19B	RNF2	RNF6	RNMT	ROBO1	ROBO2	ROCK1	ROR1	RORA	RPA2	RPH3AL	RPL17	RPL3	RPL31	RPL36AL	RPL37	RPL4	RPL5	RPL7A	RPS23	RPS3	RPS4X	RRAGA	RRAGC	RRAGD	RRM2B	RRN3	RTCB	RTN4	RUFY3	RUNX1T1	SAMD3	SARS1	SBDS	SBNO1	SC5D	SCAPER	SCD	SCD5	SCG3	SCGN	SCN1B	SEC11C	SEC63	SELENOW	SEMA5A	SEMA6D	SERINC1	SERPINB4	SESN1	SETBP1	SETD3	SETD7	SGMS2	SH3GL2	SHISAL1	SHISAL2B	SHOC2	SHTN1	SIPA1L2	SIX2	SIX3	SKIC3	SLAIN2	SLC11A2	SLC16A9	SLC18A2	SLC1A4	SLC25A34	SLC25A36	SLC25A4	SLC29A1	SLC2A1	SLC2A13	SLC2A2	SLC30A8	SLC39A14	SLC4A10	SLC4A7	SLC6A17	SLC6A6	SLC7A1	SLK	SMAD7	SMAD9	SMIM29	SNAP91	SNHG32	SNHG7	SNX29	SNX9	SOBP	SOCS2	SOCS7	SORL1	SPECC1L	SPEG	SPIN1	SPIRE1	SPOPL	SPRYD3	SQSTM1	SRD5A1	SREBF1	SRPRA	SRXN1	SSTR5-AS1	ST13	ST18	ST3GAL5	ST8SIA3	STAG2	STMN2	STMN3	STX1A	STX3	STXBP1	STXBP5	SUCO	SUMO3	SURF2	SURF4	SUSD4	SUSD6	SV2A	SVIP	SYBU	SYNE2	SYNM	SYT11	SYT13	SYT4	SYT7	TAB2	TAF9	TAGLN3	TANC2	TAOK1	TBC1D24	TBC1D4	TBC1D9B	TBCC	TBL1XR1	TCAF1	TCAF2	TCEA1	TERF2	TERF2IP	TFCP2L1	TGFBR3	TGOLN2	THAP5	THAP6	THBD	TIAM1	TIMP2	TLE5	TMCC3	TMED6	TMEM109	TMEM126B	TMEM132B	TMEM150C	TMEM167A	TMEM181	TMEM33	TMEM37	TMEM38B	TMEM64	TMEM65	TMOD1	TMOD2	TNFRSF11A	TNKS2	TNS1	TOGARAM1	TOMM20	TOMM34	TOMM70	TOR1AIP1	TPD52	TPM3	TPP1	TPRG1L	TRAPPC8	TRIB3	TRIM2	TRIM23	TRIM37	TRIM9	TRIP11	TRIQK	TRMT112	TSHZ1	TSHZ3	TSPAN1	TSPAN13	TSPAN7	TSPYL1	TSPYL2	TSPYL5	TTC3	TTC3P1	TTC7B	TTLL7	TUBA4A	TUBB2B	TUNAR	TXNL1	TXNRD1	U2SURP	UBC	UBE2QL1	UBE3C	UBL3	UBN1	UBQLN1	UBQLN2	UBXN1	UBXN4	UCHL1	UCHL5	UHMK1	UNC79	UNC80	USF3	USP1	USP12	USP34	USP48	USP51	USP9X	UTRN	VAMP2	VAPB	VAT1L	VEGFA	VEGFB	VLDLR	VOPP1	VPS13C	VPS35	VPS37A	VWDE	WAC	WARS1	WDR17	WDR33	WDR7	WFS1	WHAMM	WLS	WNT4	WSB2	WSCD2	XPC	XPOT	YME1L1	YWHAG	ZBTB33	ZBTB38	ZBTB4	ZC3H6	ZCCHC14	ZCRB1	ZHX3	ZMAT3	ZMIZ1	ZMYND11	ZNF106	ZNF204P	ZNF277	ZNF292	ZNF318	ZNF331	ZNF395	ZNF483	ZNF652	ZNF667-AS1	ZNF746	ZNF770	ZNF91	ZZZ3
MURARO_PANCREAS_DELTA_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_DELTA_CELL	ABCC5	ABCC9	ABHD16A	ABI3BP	ACSL1	ACVR1B	ADGRL2	ADGRV1	AHI1	AKAP12	AMIGO2	AMPH	ANK3	APOBEC2	AQP3	ARFGEF3	ARL4D	BAALC	BAMBI	BCHE	BEX1	BEX2	BEX4	BHLHE41	BTG2	BTG3	C14orf132	CABP7	CADM1	CADPS	CALB1	CALCB	CAMK2B	CASR	CBLN4	CD9	CDHR3	CDK14	CDKN2A	CELF4	CEP41	CHN2	CPE	CREM	CXXC4	CYFIP2	DHRS2	DIRAS3	DNAJB9	DNAJC12	DNAJC6	DPYSL3	DUSP26	DUSP6	DYNC2H1	EDN3	EEIG1	EGR1	EHF	ELAVL4	ENSG00000286190	EPHX2	ERBB4	ERICH3	ETV1	EXOC6	EYS	F5	FAM167A	FANCF	FBXL16	FFAR4	FGF12	FGF14	FHOD3	FOS	FOXP2	FRZB	FTO	FXYD6	GABRA1	GABRB3	GABRG2	GAD2	GAL	GCH1	GHSR	GPAT4	HADH	HAP1	HEPACAM2	HHEX	HID1	HMGCLL1	HMOX1	HPN	HSPA6	HTATSF1	ICA1L	IDS	IER2	INPP5F	INSM1	IRS2	ISL1	ISL1-DT	ITM2C	JAM3	KCNB2	KCNH2	KCNIP1	KCNJ2	KCNJ8	KCNT2	KCTD8	KRT10	LCORL	LEPR	LINC00261	LMO2	LONRF2	LPIN1	LRCH2	LRFN5	LRRC42	MAGEL2	MAP1B	MAP2	MAP6	MAP9	MBNL2	MCC	MDFIC	MEST	MIR7-3HG	MLPH	MRAP2	MS4A8	MTURN	NAP1L3	NBEA	NCAM1	NDRG4	NECTIN3	NOL4	NPHP4	NSG1	NUAK1	NUDT9	OXCT1	PAIP2B	PAK3	PAM	PARVB	PBX3	PCK1	PCLO	PCP4	PCSK1	PCSK1N	PDE2A	PDLIM4	PDZRN3	PEG10	PEG3	PHGR1	PIPOX	PJA2	PKDCC	PKIB	PLEKHB1	PLXNA2	PNMA1	PNMA2	PNMA8A	PNRC2	PON3	POU3F1	PPP4R4	PREPL	PRG4	PRKACB	PROX1	PRSS23	PSIP1	PTPRN	QDPR	RAB3D	RADX	RBP4	RCAN3	RGS2	RHOBTB3	RIPPLY3	RUFY3	RUNDC3A	RUNX1T1	SAMD5	SCRN1	SEC11C	SERTAD4BP	SESN3	SETBP1	SILC1	SLC17A6	SLC2A13	SLC38A1	SLC4A8	SLC6A17	SLC7A5	SLC7A5P2	SNAP25	SORL1	SST	SSTR1	ST3GAL1	ST8SIA3	ST8SIA4	STAU2	STXBP5L	SYNE2	SYT1	SYT4	TANC2	TBC1D24	TCEAL2	TCEAL3	TCEAL5	TCEAL6	TENM2	TENM3	THSD7A	TLE2	TMEM132D	TMEM200A	TMOD1	TPD52	TPPP3	TSHZ2	TTC3	UBE2QL1	UCHL1	UCP2	UNC5B	UNC80	VAT1L	VWA5A	WHRN	ZKSCAN1	ZMAT1
MURARO_PANCREAS_DUCTAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_DUCTAL_CELL	A2M	ABCA1	ABCB1	ABCC3	ABCC4	ABCF1	ABHD11	ABHD2	ABHD3	ABHD4	ABI1	ABRACL	ABTB2	ACAA1	ACAA2	ACADVL	ACOT9	ACP5	ACSL4	ACSS1	ACSS2	ACTB	ACTG1	ACTN4	ACTR2	ACTR3	ADAM10	ADAM28	ADAM9	ADAMTS1	ADAMTS9	ADCY5	ADGRA3	ADGRF1	ADGRG6	ADI1	ADM	AFAP1	AFDN	AGAP1	AGPAT3	AGR2	AGT	AHNAK	AHR	AKAP13	AKAP7	AKR1B10	AKR1C1	AKR1C3	ALAD	ALDH1A3	ALDH2	ALDH3A2	ALDH3B1	ALDOA	ALKAL2	ALOX5	ALOX5AP	AMBP	AMOTL1	AMOTL2	ANK3	ANKRD1	ANKRD13A	ANKRD9	ANO6	ANXA1	ANXA11	ANXA2	ANXA2P2	ANXA3	ANXA4	ANXA5	ANXA9	APBB1IP	APCDD1	APCS	APEX1	APLP2	APOL1	APOL6	APP	AQP1	ARF6	ARHGAP12	ARHGAP18	ARHGAP21	ARHGAP26	ARHGAP29	ARHGDIB	ARHGEF12	ARHGEF18	ARHGEF40	ARL4C	ARL6IP1	ARL6IP5	ARPC1B	ARPC2	ARPC3	ARPC5	ARRB2	ARSD	ASAH1	ASAP2	ASS1	ATF3	ATP10B	ATP11A	ATP11B	ATP13A3	ATP1A1	ATP1B1	ATP2B4	ATP5F1A	ATP5F1B	ATP5F1C	ATP5MC3	ATP5PO	ATP8B1	B2M	B3GNT5	B3GNT7	B4GALT1	B4GALT4	B4GALT5	BAAT	BACE2	BAIAP2L1	BAMBI	BAZ1A	BCL10	BCL2	BCL3	BCL6	BDH2	BHLHE40	BICC1	BIRC3	BMP2	BPGM	BRI3	BTBD7	BTG1	BZW1	C12orf75	C1QA	C1QB	C1QC	C1R	C1RL	C1S	C1orf116	C1orf198	C3	C4orf19	C5AR1	C6	CA12	CA2	CALD1	CALM2	CANT1	CAP1	CAPG	CAPN1	CAPN2	CAPN6	CAPZA1	CARHSP1	CASK	CASP10	CASP4	CASP6	CASP7	CAST	CAT	CAV1	CAV2	CBR1	CBX3	CCDC198	CCDC50	CCDC6	CCDC71L	CCL2	CCL20	CCL28	CCL3	CCN1	CCN2	CCN3	CCND1	CCNG2	CCT2	CD151	CD24	CD276	CD2AP	CD300A	CD44	CD47	CD53	CD59	CD63	CD68	CD74	CD84	CD9	CDC42EP1	CDH1	CDH19	CDH6	CDK2AP2	CDK6	CDKN1A	CDKN2B	CDR2	CDR2L	CDS1	CDX2	CEACAM5	CEACAM6	CEACAM7	CEBPB	CEMIP2	CERS2	CES1	CFAP221	CFB	CFH	CFI	CFL1	CFLAR	CFTR	CGNL1	CHD4	CHI3L1	CHML	CHMP2B	CHP1	CHST15	CIAO2A	CITED4	CLDN1	CLDN10	CLDN2	CLDN23	CLDN4	CLDN7	CLIC1	CLIC4	CLINT1	CLMN	CLN8	CMPK1	CMTM3	CMTM7	CNDP2	CNN2	CNN3	CNPPD1	COL18A1	COX5A	COX5B	COX6A1	COX7B	COX7C	CPA3	CPM	CPPED1	CPT1A	CRCT1	CREB5	CREG1	CRIM1	CRP	CRYAB	CRYBG1	CRYZ	CS	CSF1	CSF1R	CSRP1	CSTB	CTBP2	CTNNA1	CTNNB1	CTSB	CTSC	CTSD	CTSE	CTSH	CTSL	CTSO	CTSS	CTTN	CTTNBP2NL	CX3CL1	CXADR	CXCL1	CXCL16	CXCL2	CXCL3	CXCL5	CXCL6	CXCL8	CYBB	CYC1	CYCS	CYFIP1	CYP1A1	CYP1B1	CYP3A5	CYP4V2	CYP51A1	CYTH2	DAB2	DAB2IP	DAG1	DAPK1	DAZAP2	DCBLD2	DCDC2	DCTPP1	DDAH1	DDAH2	DDIT4	DDX52	DECR1	DEFB1	DERL1	DGLUCY	DHCR24	DHRS3	DHRS7	DIAPH1	DLD	DOCK1	DOK5	DSC2	DSG2	DST	DTX3L	DUOX2	DUSP1	DUSP16	DUSP23	DUSP4	DUSP5	DUSP6	DYNC1I2	DYNLT1	EBP	EDN1	EEIG1	EFNA1	EFNB2	EFTUD2	EGFR	EGLN1	EGR1	EHD4	EHF	EIF2S3	EIF4E2	EIF4EBP2	EIF4G2	EIF6	ELF1	ELF3	ELOVL1	ELOVL7	ENAH	ENC1	ENO1	EPB41L1	EPCAM	EPHA2	EPRS1	EPS8	EPS8L3	ERBB3	ERBIN	ERGIC1	ERICH5	ERLIN2	ERO1A	ERRFI1	ETFA	ETS2	ETV6	EXOC6	EXT1	EZR	F11R	F2RL1	FA2H	FAHD1	FAM110C	FAM133CP	FAM171A1	FARP1	FAT1	FBLIM1	FCER1A	FCER1G	FDFT1	FGA	FGD6	FGF19	FGF2	FGFR2	FGFR3	FGL2	FH	FILIP1L	FLII	FLNA	FLRT2	FLRT3	FMNL2	FNDC3B	FNDC4	FOXO3	FRMD4A	FRMD8	FSTL1	FTH1	FTH1P3	FUCA1	FUT4	FYB1	FZD5	G6PC1	GADD45A	GADD45B	GALNT1	GALNT2	GALNT3	GALNT7	GATA6	GATM	GBP2	GBP3	GCC2	GCNT3	GDE1	GDF15	GJA1	GJB1	GLB1	GLIS3	GLO1	GLUL	GM2A	GMNN	GNG12	GNG5	GNPTAB	GNS	GOLM1	GOT1	GOT2	GPNMB	GPRC5B	GPX1	GPX2	GRB2	GRN	GSN	GSTK1	GSTM4	GSTO1	GSTP1	GSTT1	GUCD1	GULP1	GYPC	H19	H3-3B	HABP2	HADHA	HADHB	HBEGF	HCK	HCP5	HDAC7	HDGF	HDHD3	HEBP1	HEBP2	HEG1	HES1	HEXB	HGSNAT	HIF1A	HINT3	HIP1	HK1	HKDC1	HLA-A	HLA-B	HLA-C	HLA-DMA	HLA-DMB	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB6	HLA-E	HLA-F	HMGB1	HMGCS1	HMGN1	HNF1B	HNMT	HNRNPAB	HNRNPF	HOMER2	HPCAL1	HS3ST1	HSD11B2	HSD17B11	HSD17B2	HSPA1A	HSPB1	HSPB8	HTATIP2	ICAM1	ID1	ID2	ID3	IDH2	IER2	IER3	IER5	IFI16	IFI30	IFIT3	IFITM2	IFITM3	IFNAR1	IFNGR2	IGF2BP2	IGF2R	IGFBP7	IGSF3	IGSF6	IL10RB	IL17RD	IL18	IL1R1	IL1RN	IL4R	IL6ST	IMPA2	INSIG2	IQGAP1	IQGAP2	ITGA2	ITGA3	ITGA6	ITGAV	ITGB1	ITGB2	ITGB4	ITGB5	ITGB8	ITIH5	ITPR2	JAG1	JCAD	JOSD1	JPT1	JUN	JUP	KANK2	KCNJ15	KCNJ16	KCNK5	KCNQ1	KDM5B	KDSR	KIAA0930	KIAA1217	KIF13B	KIF1C	KIT	KLF13	KLF3	KLF5	KLF6	KLHL24	KLHL5	KNOP1	KRT17	KRT18	KRT19	KRT23	KRT7	KRT8	KRT80	KRTCAP3	LACC1	LAD1	LAMA3	LAMA5	LAMB1	LAMB3	LAMC1	LAMC2	LAMP2	LANCL1	LAPTM4A	LAPTM4B	LAPTM5	LASP1	LATS2	LBH	LBR	LCN2	LCP1	LDHA	LDLR	LEPROT	LGALS3	LGALS3BP	LGALS4	LGALS8	LGALS9	LGR4	LHFPL2	LIF	LIMA1	LIMS1	LINC01133	LIPA	LIPH	LITAF	LLGL2	LMAN2	LMNA	LMO4	LMO7	LPAR6	LPCAT2	LPGAT1	LPP	LRATD2	LRG1	LRP10	LRRC8A	LRRFIP1	LTB	LURAP1L	LUZP1	LYN	LYPD1	LYPLA1	LYZ	MACC1	MACF1	MAFF	MAGI1	MAGI3	MAL2	MALL	MAOB	MAP1LC3B	MAP3K1	MAP3K20	MAP3K21	MAP4	MAPK6	MAPKAP1	MARCKSL1	MAT2B	MBD2	MCAM	MCL1	MDH1	MDK	MELTF	MET	MGAT4B	MGAT5	MGST3	MID1	MINDY2	MIR4435-2HG	MITF	MLEC	MLPH	MMP7	MOB3B	MPC1	MPEG1	MPRIP	MPZL1	MRPL15	MS4A7	MSMO1	MSN	MSR1	MST1L	MTMR12	MTUS1	MUC1	MUC13	MUC20	MYADM	MYD88	MYH14	MYH9	MYL12A	MYL12B	MYO10	MYO1C	MYO1E	MYO5B	MYO6	MYOF	MYRF	NAGK	NAMPT	NAPG	NARS1	NCAM1	NCEH1	NCF2	NCK2	NCL	NCOA4	NCOA7	NDFIP2	NDRG2	NDUFA4	NDUFA6	NDUFS2	NEAT1	NECAP2	NECTIN2	NECTIN4	NEDD4L	NEDD9	NET1	NEURL3	NEXN	NFE2L2	NFIA	NFIB	NFIX	NFKBIA	NFKBIZ	NGFR	NHERF1	NHSL3	NIBAN2	NINJ1	NIPSNAP2	NLN	NMT2	NNT	NOP10	NOTCH2	NOTCH2NLA	NPAS2	NPC2	NPNT	NR0B2	NR1H4	NR2F2	NR5A2	NRAS	NRP1	NTN4	NTRK2	NUAK2	OCIAD2	OCLN	ODC1	OGA	OLFM4	OLFML2A	OLR1	ONECUT2	OPTN	OSBPL1A	OSMR	OXSR1	PACSIN2	PAFAH2	PAH	PAIP1	PAK1	PAK2	PARD3	PARD6B	PARP14	PARP4	PATJ	PAWR	PBX1	PCSK5	PCYOX1	PDCD6IP	PDE3A	PDE5A	PDGFC	PDGFD	PDHA1	PDIA5	PDLIM1	PDLIM3	PDLIM5	PDP1	PDZK1IP1	PEA15	PERP	PFKFB3	PFKP	PFN1	PGK1	PGM2	PGM2L1	PHB1	PHLDA1	PHLDA2	PHLDB2	PICALM	PIGR	PIGS	PIK3AP1	PIK3IP1	PIK3R1	PIM1	PKHD1	PKP4	PLA2G7	PLAU	PLAUR	PLD1	PLEKHA2	PLEKHB1	PLS1	PLS3	PLSCR1	PLXNB1	PMEPA1	PMP22	PNKD	PNP	PNPLA2	PNRC1	POF1B	PON2	PPARGC1A	PPDPF	PPFIBP1	PPIA	PPIC	PPIF	PPP1CB	PPP1R11	PPP1R18	PPP2R3A	PRDM16	PRDX1	PRKCA	PRKX	PROM1	PRR13	PRR15L	PRSS22	PRSS23	PRXL2B	PSAP	PSG4	PSMB10	PSMB8	PSME3	PTAFR	PTGFRN	PTMA	PTMAP11	PTP4A1	PTP4A2	PTPN12	PTPN14	PTPRC	PTPRF	PTPRK	PTPRM	PTTG1IP	PWWP3B	PXDC1	QKI	QSOX1	RAB10	RAB11FIP1	RAB25	RAB27B	RAB32	RAB5B	RAB6A	RAB9A	RAC1	RAC2	RALA	RALB	RALGAPA2	RAP2B	RAPGEF5	RASEF	RASSF4	RASSF8	RB1CC1	RBM47	RBP1	RBPMS	RCAN1	RCC2	RCN2	RDH10	RDH11	RERG	RESF1	REST	RETSAT	RGS1	RHBDF1	RHOB	RHOC	RHOG	RHOQ	RHOU	RHPN2	RIPK2	RMND5A	RNASE1	RNASET2	RND3	RNF103	RNF128	RNF19A	RNF213	RNF44	RNPEP	RPS27L	RPS6KA2	RRAS2	RSU1	RUNX1	RUNX3	S100A10	S100A11	S100A13	S100A14	S100A16	S100A6	SAMD12	SAMD9	SAT1	SATB1	SAV1	SCAF11	SCNN1A	SDC1	SDC4	SDCBP	SDHA	SDHB	SDS	SEL1L3	SEMA6A	SEPHS2	SERINC2	SERINC5	SERPINA1	SERPINA3	SERPINA5	SERPINA6	SERPINB2	SERPING1	SERTAD2	SESTD1	SETD7	SFPQ	SFRP5	SGPP1	SH2D4A	SH3BGRL3	SH3BP4	SH3D19	SH3PXD2B	SH3YL1	SHROOM3	SIAE	SINHCAF	SIPA1L1	SIRPA	SKIL	SLA	SLC12A2	SLC12A7	SLC15A1	SLC16A7	SLC17A4	SLC1A1	SLC20A1	SLC25A23	SLC25A24	SLC25A3	SLC25A5	SLC28A3	SLC34A2	SLC35B2	SLC35F6	SLC38A1	SLC38A2	SLC39A1	SLC3A1	SLC40A1	SLC43A3	SLC44A2	SLC44A4	SLC46A3	SLC4A4	SLC66A3	SLC6A20	SLFN5	SLK	SLPI	SMAD3	SMARCC1	SMC5	SMS	SMURF1	SNAP23	SNHG12	SNX10	SNX6	SOD2	SORBS2	SOWAHC	SOX10	SOX4	SOX9	SP1	SP100	SPAG1	SPATS2L	SPINT1	SPNS2	SPP1	SPRED1	SPRY2	SPSB1	SPTAN1	SPTBN1	SPTSSA	SQSTM1	SRGAP1	SRGN	SRP14	ST3GAL1	ST6GAL1	STAB1	STARD7	STAT6	STAU1	STK17A	STK17B	STK24	STK38	STK38L	STOM	STS	STX7	SUCLG1	SUCLG2	SULT1C2	SUSD6	SVIL	SWAP70	SYK	SYNCRIP	SYNE2	SYNGR2	SYNPO	SYPL1	SYT8	TACC1	TACSTD2	TAGLN2	TANC1	TAPBP	TBC1D16	TBC1D5	TBXAS1	TC2N	TCF7L2	TCIM	TCP1	TEAD2	TES	TFF1	TFF2	TFPI	TFPI2	TFRC	TGFA	TGFB2	TGFBI	TGFBR2	TGIF1	TGM2	THBS1	THSD4	TIMP2	TIMP3	TINAGL1	TIPARP	TJP1	TJP2	TLE1	TM2D2	TM4SF1	TM7SF3	TMBIM1	TMBIM6	TMC4	TMC5	TMEM106B	TMEM123	TMEM127	TMEM132A	TMEM165	TMEM41A	TMEM43	TMEM50A	TMEM51	TMEM87A	TMEM87B	TMEM98	TMOD3	TMPRSS2	TMSB10	TMSB4X	TMT1A	TNFAIP2	TNFAIP3	TNFAIP8	TNFRSF10B	TNFRSF11B	TNFRSF12A	TNFRSF1B	TNFRSF21	TNFSF10	TNFSF15	TNKS1BP1	TNS1	TNS3	TOB2	TOP1	TOP2B	TP53BP2	TP53I11	TP53INP2	TPBG	TPD52L1	TPGS2	TPI1	TPM1	TPM4	TPSAB1	TRAK2	TRIB1	TRIM25	TRIM26	TRIM38	TRIM47	TRIM8	TRIOBP	TRIP10	TRPV6	TSHZ2	TSPAN14	TSPAN15	TSPAN3	TSPAN6	TSPAN8	TST	TTC9	TTL	TTN	TTYH3	TUBA1C	TUBB	TUBB3	TUBB4B	TUBB6	TUT7	TXN	TXNDC17	TXNIP	TXNRD1	TYROBP	UBALD2	UBAP1	UBC	UBD	UBE2L6	UCA1	UGCG	UGP2	UGT2A3	UGT2B15	UPK1B	UQCRC2	UQCRFS1	UQCRH	UTRN	VAMP8	VASN	VASP	VAT1	VAV3	VCAM1	VCL	VDAC1	VDAC2	VGLL3	VMP1	VNN1	VPS26A	VSIG4	VTCN1	WASHC4	WBP2	WDR1	WDR72	WEE1	WFDC2	WLS	WNK2	WSB1	WWC1	WWTR1	XRCC5	XRN2	YAP1	YBX3	YWHAB	YWHAZ	ZBTB20	ZC3H12A	ZDHHC3	ZDHHC7	ZFP36	ZFP36L1	ZFP36L2	ZNF117	ZNF208	ZNF217	ZNF267	ZNF292	ZNF503	ZNF704	ZNF83	ZSWIM6	ZYX
MURARO_PANCREAS_ENDOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_ENDOTHELIAL_CELL	A2M	ABI3	ACE	ACVRL1	ADAMTS4	ADAMTS9	ADGRF5	ADGRG1	ADGRL2	ADGRL4	AFAP1L1	AHR	ANGPT2	ANGPTL2	ANKRD11	ANKRD50	APLNR	APP	ARHGAP23	ARHGAP29	ARHGAP31	ARHGDIB	ARHGEF12	ARPC2	ATAD3C	ATP1B3	BCL6B	BDKRB2	BGN	BMPR2	BNIP2	CALCRL	CAV1	CAVIN1	CBL	CBLB	CCND1	CD34	CD36	CD59	CD81	CD9	CD93	CDC37	CDH5	CDK2AP1	CDR2L	CEBPG	CEP170	CFL1	CHSY1	CLEC14A	CLIC2	CLIC4	COL13A1	COL15A1	COL4A1	COL4A2	COL5A3	CSF2RB	CTNNA1	CTNNB1	CXCL12	CXCR4	CYGB	CYP1A1	CYP1B1	CYYR1	DAB2	DAB2IP	DENND11	DGKD	DHRS3	DIPK2B	DKK3	DLC1	DOCK4	DPYSL3	DUSP6	ECE1	ECSCR	EFNA1	EFNB2	EFNB3	EHD4	ELK3	EMCN	EMP1	EPAS1	ERBIN	ERG	ESAM	ESM1	ETS1	ETS2	EXOC3L2	F2R	F2RL3	FABP5	FAM43A	FCN3	FHOD1	FKBP1A	FLT1	FLT4	FMNL3	FRMD4A	FRMD8	FSCN1	FSTL1	FZD4	GAB1	GARRE1	GASK1B	GATA2	GBP4	GIMAP4	GIMAP7	GIMAP8	GMFG	GNG11	GPR4	GPX1	GRB10	HDAC7	HEG1	HEY1	HIP1	HK1	HLA-B	HLA-E	HLX	HMGB1	HOXB6	HPCAL1	HTRA1	HTRA3	ICAM1	ID1	ID2	ID3	IFI16	IFI27	IFITM1	IFITM2	IFITM3	IGFBP4	IGFBP7	IL4R	IL6ST	INSR	ITGA1	ITGA2	ITGA5	ITGAV	ITPRIP	ITPRIPL2	JAG1	JAK1	JAM3	JUP	KBTBD2	KCNN3	KCTD20	KDR	KLF13	KLHL24	LAMA4	LAMB1	LAMC1	LATS2	LBH	LDB2	LDHB	LGALS1	LHFPL2	LHFPL6	LIFR	LIMS1	LMO2	LPAR6	LRRC32	LRRC8A	LRRC8C	LUZP1	LXN	MACF1	MADCAM1	MARCKSL1	MCAM	MCF2L	MECOM	MEF2A	MEF2C	MLEC	MLLT1	MMP1	MMP2	MMRN2	MPRIP	MRTFB	MSN	MSX1	MYCN	MYCT1	MYH9	MYL12B	MYLK	NEDD9	NID1	NKX2-3	NLRC3	NOL4L	NOTCH1	NOTCH4	NOVA2	NQO1	NRARP	NRP1	NRP2	OLFML2A	P2RY6	PASK	PCAT19	PDE2A	PDGFA	PDGFB	PEA15	PECAM1	PELO	PFKP	PGM2	PGM2L1	PIM3	PITPNC1	PKP4	PLEKHG1	PLEKHO1	PLPP3	PLVAP	PLXNA2	PMEPA1	PNP	PODXL	PPP1R18	PRCP	PRDM1	PREX1	PRSS23	PTMA	PTMAP11	PTPN12	PTPRB	PTPRE	PXDN	PXN	QKI	RAB31	RAI14	RAMP2	RAP1A	RAPGEF1	RAPGEF4	RASA4	RASGRP3	RB1	RBMS1	RCC2	RDX	RELL1	REST	RFLNB	RGCC	RGS5	RHOJ	RILPL2	RIPOR1	ROBO4	RSU1	S100A13	SASH1	SEC14L1	SELE	SEMA3G	SERPINE1	SERPINH1	SGK1	SH2B3	SH2D3C	SH3KBP1	SHANK3	SHE	SKAP2	SLC12A7	SLC26A2	SLC2A3	SLC38A2	SLC44A2	SLC7A11	SLCO2A1	SMAD6	SMAD7	SNAI1	SNAP23	SNRK	SNTB2	SOCS3	SOX18	SOX4	SPARC	SPARCL1	SPG7	SPON2	SPRED1	SPRY4	SPTBN1	SRGN	ST8SIA4	STC1	STING1	STOM	SULF2	SWAP70	SYNM	SYNPO	TBC1D1	TBC1D8	TCF4	TCIM	TEK	TGFBR1	TGFBR2	THBD	THBS1	TIE1	TM4SF1	TM4SF18	TMEM204	TMEM47	TMSB10	TP53I11	TP53INP2	TSC22D1	TSPAN14	TUBB6	UACA	UBE2J1	UNC5B	UPP1	UTRN	UXS1	VASH1	VIM	VWA1	VWF	WDR1	WWTR1	YES1	ZEB1	ZFP36L2	ZNF503	ZNF532
MURARO_PANCREAS_EPSILON_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_EPSILON_CELL	ACSL1	AGT	ANXA13	ARX	ASAH1	ASGR1	BMP7	CDKN2A	CLU	DEFB1	DIRAS3	EBF1	FAXDC2	FFAR4	FGF14	FRZB	GHRL	HEPACAM2	KCNH2	LINC00261	NEDD9	NUAK1	PCSK1	PEG10	PHGR1	PIGK	PROX1	SAMD5	SEMA3E	SERPINA1	SERPINA10	SERPINB6	SPINK1	SPON2	SPTSSB	SUCNR1	SYNJ2	TM4SF4	TM4SF5	TMEM45B	TRNP1	VSTM2L	VTN	ZKSCAN1
MURARO_PANCREAS_MESENCHYMAL_STROMAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_MESENCHYMAL_STROMAL_CELL	A2M	ABCA1	ABHD4	ACSL4	ACTA2	ACTB	ACTG1	ACTN1	ACTR3	ACVR1	ADA	ADAM12	ADAM19	ADAMTS2	ADAMTS4	ADGRA2	ADH5	AEBP1	AFAP1	AHNAK	AHR	AKAP12	AKAP13	ALDH1L2	AMOTL1	ANGPTL2	ANGPTL4	ANKRD11	ANO1	ANO6	ANTXR1	ANXA1	ANXA2	ANXA2P2	ANXA5	ANXA6	AP2M1	APEX1	ARF4	ARHGAP21	ARHGAP23	ARHGEF17	ARHGEF2	ARHGEF40	ARID5B	ARL4C	ARL8B	ARPC1B	ARPC2	ASNS	ATF4	ATF5	ATP1B3	ATXN1	AXL	B4GALT1	BASP1	BAZ1A	BGN	BHLHE40	BMP1	BMP8A	BPGM	BTF3	BZW1	C11orf96	C1R	C1S	C2CD2	C3orf80	CALD1	CALU	CAMSAP2	CAP1	CAPZB	CARMN	CAV1	CAVIN1	CAVIN3	CBLB	CBR1	CBS	CBX3	CCDC102B	CCDC71L	CCDC74A	CCDC80	CCN1	CCN2	CCN4	CD248	CD276	CD59	CD82	CDH11	CDK2AP1	CDK4	CDR2L	CEBPB	CEMIP	CEP170	CERCAM	CFL1	CHST15	CHSY1	CKAP4	CLIC4	CMTM3	CNN2	CNN3	COL12A1	COL15A1	COL16A1	COL18A1	COL1A1	COL1A2	COL3A1	COL4A1	COL4A2	COL5A1	COL5A2	COL5A3	COL6A1	COL6A2	COL6A3	COL8A1	COLGALT1	COPA	COPS8	CREB3L1	CRISPLD2	CRLF1	CRTAP	CSGALNACT2	CTDSP2	CTHRC1	CTNNB1	CTSB	CTSC	CTSK	CTSL	CYBRD1	CYGB	CYP1B1	CYTH3	CYTOR	DAB2	DACT1	DCBLD2	DCN	DDIT4	DDX21	DEGS1	DIMT1	DKK3	DLC1	DSE	DUSP14	DUSP5	DUSP6	DYRK2	EBF1	EDNRA	EDNRB	EEF1A1	EEF1B2	EEF1D	EEF2	EFNB2	EHD2	EID1	EIF2S2	EIF2S3	EIF3A	EIF3M	EMP1	ENAH	ENC1	ENO1	EPAS1	EPRS1	EPS8	ETS1	EXT1	F2R	F2RL2	FADS1	FAM114A1	FAP	FARP1	FAT1	FBN1	FBXO32	FERMT2	FEZ2	FGF2	FGF7	FHL2	FHOD1	FIBIN	FKBP10	FKBP11	FKBP9	FLNA	FMNL3	FMOD	FN1	FNDC3B	FOXF2	FRMD6	FSCN1	FSTL1	FTH1P3	FYN	G0S2	G6PD	GALNT1	GALNT10	GAPDH	GARS1	GAS7	GASK1B	GEM	GFPT2	GJD3	GLI2	GNB4	GNG11	GOLIM4	GOLT1B	GPC6	GPNMB	GPX7	GPX8	GREM1	GSTO1	GUCY1A2	GYPC	H2AZ1	HAPSTR1	HAS2	HBEGF	HCLS1	HDAC7	HDLBP	HEG1	HES1	HEYL	HIC1	HK1	HMCN1	HMGB1	HNRNPA1L2	HNRNPAB	HOXB2	HSD11B1	HSPA5	HTRA1	HTRA3	HYCC1	IARS1	ID3	IER3	IFI16	IFITM1	IFITM2	IFITM3	IGFBP3	IGFBP4	IGFBP5	IGFBP7	IKBIP	IL11	IL1R1	IL33	IL4R	IL6	INHBA	IRX4	ISLR	ITGA1	ITGA11	ITGA2	ITGA5	ITGAV	ITGB1	ITGB1BP1	ITGB3	ITGB5	ITPRIP	ITPRIPL2	JAG1	JAK1	JAM3	JARID2	JCAD	KANK2	KANK4	KCNE4	KCNG1	KCTD10	KDELR2	KDELR3	KITLG	KLF13	KLF9	KPNA4	LACC1	LAMA2	LAMA4	LAMB1	LAMC1	LAMC3	LAMP5	LATS2	LDHA	LDHB	LGALS1	LHFPL2	LHFPL6	LIF	LIMS1	LITAF	LMCD1	LMNA	LMO4	LOX	LOXL2	LRRC32	LRRC59	LTBP1	LTBP2	LUM	LXN	MANF	MAP1A	MAP3K20	MAP4	MAP4K4	MAPKAPK2	MARCKS	MARCKSL1	MARS1	MAX	MCC	MCL1	MDFIC	MEDAG	MFAP4	MFGE8	MGP	MGST1	MICAL2	MIR100HG	MIR4435-2HG	MMP1	MMP11	MMP2	MMP9	MPZL1	MRAS	MRC2	MSANTD3	MSC-AS1	MSN	MSX1	MT2A	MTDH	MTHFD2	MXRA8	MYADM	MYC	MYH9	MYL12A	MYLK	MYO10	MYO1E	MYOF	NAP1L1	NAV1	NCK2	NDN	NES	NEXN	NFIC	NHS	NHSL2	NID1	NID2	NIN	NKD1	NNMT	NOTCH1	NOTCH2	NOTCH2NLA	NOTCH3	NPC2	NPM1	NQO1	NR2F2	NR3C1	NREP	NRP1	NRP2	NT5E	NUMBL	NUPR1	OAT	OLFML2A	OSMR	OSTC	OXA1L	P3H4	P4HA3	PABPC1	PABPC3	PABPC4	PAG1	PAPPA	PARVA	PCK2	PDE3A	PDGFRA	PDGFRB	PEA15	PEAK1	PELO	PFN1	PGAM1	PGD	PHB2	PHC2	PHGDH	PHLDA1	PHLDB1	PIEZO2	PLAT	PLAU	PLAUR	PLEKHO1	PLIN2	PLOD1	PLOD2	PLS3	PLSCR4	PLXDC1	PMEPA1	PMP22	POMP	POSTN	PPFIBP1	PPIC	PPP1R18	PRDM1	PRDX1	PRDX6	PRKG1	PRRX1	PSAT1	PSMA7	PTDSS1	PTGES	PTGFRN	PTGS1	PTGS2	PTK7	PTMA	PTPN12	PTPN14	PTPRE	PXDN	QKI	RAB23	RAB31	RAB32	RACK1	RAI14	RAN	RAP1B	RASAL2	RASL12	RASSF8	RB1CC1	RBM3	RBMS1	RBPMS	RCAN1	RCC2	RCN1	RCN2	REST	REXO2	RFLNB	RFTN1	RGS10	RHBDF1	RHOQ	RIC8A	RLIM	RND3	RNF168	RNF24	ROCK2	RPL10	RPL10A	RPL10L	RPL13A	RPL22L1	RPL23	RPL27	RPL39	RPL4	RPLP0	RPLP1	RPS13	RPS16	RPS23	RRAGA	RSL24D1	RSU1	RUNX1	S100A11	S100A16	S1PR3	SACS	SAR1A	SASH1	SCARA3	SDC2	SEC13	SEC23A	SEC24D	SEC31A	SELENOS	SERPINE1	SERPINF1	SERPINH1	SFRP1	SFRP2	SGCD	SH2B3	SH3BGRL3	SH3KBP1	SH3PXD2A	SH3PXD2B	SHC1	SHMT2	SKIL	SLC1A5	SLC25A3	SLC2A3	SLC38A2	SLC44A1	SLC4A7	SLC7A11	SMC4	SMIM3	SNAI1	SNAI2	SNHG16	SNHG5	SNX9	SPARC	SPART	SPATS2L	SPHK1	SPOCK1	SPON1	SPON2	SPRED1	SPRED2	SPRY4	SPSB1	SRM	SRPX2	SRXN1	SSC5D	SSH1	SSR3	STC1	STEAP1	STK17B	STK24	STK38L	STON1	SULF1	SULF2	SUSD2	SVIL	SYDE1	SYNCRIP	SYNJ2	TALDO1	TARS1	TBC1D16	TBX2	TBX3	TCF4	TFPI	TFPI2	TGFB1I1	TGFB3	TGFBI	TGFBR1	TGM2	THBS1	THBS2	THY1	TIMM17A	TIMP1	TIMP2	TIMP3	TKT	TLN1	TMED9	TMEM158	TMEM165	TMEM204	TMEM214	TMEM47	TMEM50A	TMEM98	TMSB10	TMSB4X	TMTC3	TNC	TNFAIP6	TNFRSF12A	TNKS1BP1	TNS1	TNS3	TPBG	TPI1	TPM1	TPM2	TPM4	TPST1	TPT1	TRAM2	TRIB3	TRIO	TSPAN5	TTYH3	TUBA1C	TUBB	TUBB6	TWSG1	TXN	TXNRD1	UACA	UNC5B	VASN	VCAN	VCL	VDR	VIM	VMP1	VSTM4	WARS1	WBP1L	WDR1	WIPF1	WIPI1	WLS	WNT5A	WWTR1	XPOT	YAP1	YARS1	YBX1	YIPF5	YKT6	ZBTB38	ZCCHC24	ZEB1	ZEB2	ZFP36L1	ZNF281	ZNF469	ZNF532	ZYX
MURARO_PANCREAS_PANCREATIC_POLYPEPTIDE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURARO_PANCREAS_PANCREATIC_POLYPEPTIDE_CELL	ABCA5	ABCB1	ABCC8	ABCC9	ACSL6	ADGRL2	AK4	AKAP12	AMOTL1	APLP1	APOBEC2	AQP3	ARX	ATP8A1	BCYRN1	BMERB1	BMF	BTG2	C1GALT1	C21orf62	CABP7	CACNA1A	CACNA1H	CALB1	CALY	CAMK2N1	CARD11	CARTPT	CDKN1A	CEP126	CHD5	CHN2	CHRM3	CSGALNACT1	CTTNBP2	CXXC4	DDC	DDR1	DEPTOR	DIRAS3	DPYSL3	EGR1	EGR2	EGR3	EHF	ENTPD2	ETV1	FABP5	FEV	FGB	FGD4	FGFR1	FOS	FOXP2	GAD2	GLT8D2	GNAS	GRIA3	H1-10	H2BC21	IBA57	ID1	ID2	ID4	IDS	IL17RB	INA	INPP5F	ISL1	ITM2C	KCNG1	KCNJ3	KCNJ8	KCNMB2	KCNQ1OT1	KIAA0319	L1TD1	LDLRAP1	LINC02591	LMO3	MAB21L3	MAF	MALAT1	MAP2	MDFIC	MEIS1	MEIS2	METTL21A	MIR7-3HG	MRLN	NEURL1	NEUROD1	NKX2-2	NPHP4	NR0B1	NR4A1	NR4A2	PAM	PAX6	PCDH17	PCDH8	PCDH9	PCLO	PCSK1N	PDK3	PEG10	PGM5P2	PGR	PLEKHB1	PLPPR4	PON3	PPY	PRKACB	PTGFR	PTP4A3	PXK	RASD1	REV3L	RFX1	RHOBTB3	SAMD5	SCG2	SCGB2A1	SDK1	SEMA3E	SERPINA1	SERTM1	SGSM1	SHISAL2B	SLC40A1	SLC6A4	SLITRK6	SPC25	SPOCK1	SREK1	STMN2	STX11	SYNPO2	TENM2	THSD7A	TMEM45B	TMEM47	TMOD1	TONSL	TOX	TOX3	TRMT9B	TUBB2A	VWA5B2	YPEL2	ZNF503	ZNF608	ZXDC
RUBENSTEIN_SKELETAL_MUSCLE_B_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_B_CELLS	ACTR3	ALOX5AP	ARHGAP24	ARPC3	ATP6V1G1	B4GALT1	BANK1	BTG1	BTK	BTLA	C1orf162	C1orf56	CALHM6	CARD16	CASP4	CCDC32	CD37	CD48	CD52	CD53	CD69	CD74	CD79A	CD79B	CD83	CLK1	CMTM6	COX7C	CTSS	CXCR4	CYBA	CYRIB	DRAM2	EAF2	EEF1A1	EEF1B2	EEF1D	EIF4A2	ERP29	EVI2B	FAU	FCER2	FCMR	FCRL1	FCRLA	GAPT	GMFG	GPR183	GTF3A	HLA-DMA	HLA-DOB	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HVCN1	IRF8	ITSN2	JCHAIN	JUNB	LAPTM5	LIMD2	LINC00926	LTB	LY86	MS4A1	MT-CO1	NCF1	NOP10	NOP53	NPM1	OAZ1	OSTF1	PABPC1	PAIP2	PAPOLA	PFDN5	PLAC8	PLEKHF2	PLPP5	POLD4	PPP1R2	PTPRC	PTPRCAP	PYM1	RAC2	RACK1	RASGRP2	RHOH	RNASET2	RPL10	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL15	RPL18	RPL18A	RPL19	RPL21	RPL22	RPL23	RPL23A	RPL26	RPL27	RPL27A	RPL28	RPL29	RPL3	RPL30	RPL32	RPL34	RPL35A	RPL36	RPL36A	RPL37	RPL37A	RPL38	RPL39	RPL4	RPL41	RPL5	RPL6	RPL7	RPL7A	RPL8	RPL9	RPLP1	RPLP2	RPS10	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS18	RPS19	RPS2	RPS21	RPS23	RPS24	RPS25	RPS26	RPS27	RPS27A	RPS28	RPS29	RPS3	RPS3A	RPS4X	RPS4Y1	RPS5	RPS6	RPS7	RPS8	RPS9	RPSA	RPSA2	RSRP1	SELL	SMDT1	SNHG8	SNX2	SSR1	STK4	TBC1D10C	TCL1A	TMEM243	TPD52	TRIM22	TSC22D3	UBA52	VPREB3	WDR74
RUBENSTEIN_SKELETAL_MUSCLE_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_ENDOTHELIAL_CELLS	A2M	ABLIM3	ADGRF5	ADGRL4	AFDN	AHNAK	ANXA3	AQP1	ARGLU1	ARHGAP29	ARL6IP1	ATP5PF	B2M	BST2	BTNL9	C1orf54	CA4	CALM1	CAV1	CAV2	CAVIN1	CAVIN2	CCDC85B	CD34	CD36	CD59	CD74	CD93	CDH5	CLDN5	CLEC14A	COL4A1	COL4A2	CRIP2	DDX17	DPYSL2	EGFL7	EMCN	ENG	EPAS1	ESAM	ETS1	F8	FABP4	FABP5	FKBP1A	FLT1	FMO2	FOXN3	GIMAP4	GIMAP7	GNAI2	GNG11	HLA-A	HLA-B	HLA-C	HLA-DMA	HLA-DPA1	HLA-DPB1	HLA-DRA	HLA-DRB1	HLA-E	HMGB1	HSPB1	HSPG2	ICAM2	ID1	ID3	IFI27	IFITM2	IFITM3	IGF2	IGFBP4	IL32	ISG15	ITGA1	ITGA6	ITM2A	KIF25	KLF2	KLF6	LAP3	LGALS3	LPAR6	LY6E	MEF2C	MGLL	MGST2	MMRN2	MYCT1	MYH9	MYL12A	MYL12B	MYL6	NEAT1	NHERF2	NKTR	NRP1	PALMD	PDLIM1	PHACTR2	PLS3	PODXL	POLR2L	POMP	PPIC	PTPRB	RAMP2	RDX	RGCC	RHOC	RNASE1	S100A16	SEC14L1	SEC62	SLC14A1	SOX4	SPARCL1	SPTBN1	SRGN	STOM	SYNE2	TACC1	TCF4	TIMP3	TM4SF1	TM4SF18	TMEM88	TMSB10	TMSB4X	TNFSF10	TXNIP	UACA	VAMP5	VWF	WARS1	WSB1
RUBENSTEIN_SKELETAL_MUSCLE_FAP_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_FAP_CELLS	ABCA10	ABCA8	ABCA9	ACKR3	ADD3	ADH1B	AKAP12	AKR1B1	ALDH1A1	ANGPTL1	ANXA1	ANXA2	AP3S1	APOD	APP	ARF4	ARL6IP5	ATP5MC1	ATP6AP2	ATP6V0E1	ATRAID	BEX3	C1R	C1S	C3	CCDC80	CCN5	CD63	CD81	CD99	CFD	CFH	CHD9	CHRDL1	CILP	CKS1B	COL15A1	COL1A1	COL1A2	COL3A1	COL6A1	COL6A2	COL6A3	CPQ	CST3	CSTB	CXCL12	CXCL14	CYB5A	CYB5R3	CYBRD1	DAB2	DBI	DCN	DDAH2	DHRS7	DPT	EFEMP1	EID1	EMP1	EMP3	EPHX1	FBLN1	FBLN2	FBLN5	FCGRT	FGL2	FHL1	FMO2	FN1	FSTL1	FXYD1	GPNMB	GPX3	GPX4	GSN	HSD11B1	HSP90B1	HSPA5	HSPG2	HTRA3	IGF1	IGFBP6	IGFBP7	ISLR	ITM2B	JUND	KDELR2	KRTCAP2	LAMA2	LAMC1	LAPTM4A	LGALS3BP	LHFPL6	LIMA1	LMNA	LRP1	LSP1	LTBP4	LUM	MALAT1	MAP1B	MARCKS	MEG3	MFAP4	MFAP5	MGP	MGST1	MME	MMP2	MT-ND3	MXRA8	MYOC	NDFIP1	NDUFS4	NFE2L2	NFIA	NOVA1	NPC2	NR3C1	NUPR1	PCOLCE	PDGFRA	PDGFRL	PDIA3	PGF	PI16	PLAC9	PLPP3	PMP22	PODN	PPIB	PRDX1	PRDX4	PSAP	PTGDS	RAB1A	RAB2A	RBPJ	REEP5	RND3	RTN4	S100A10	S100A11	S100A13	S100A4	S100A6	SCN7A	SDC2	SELENOM	SELENOP	SELENOS	SERPINF1	SERPING1	SFRP4	SGCE	SLC66A3	SMOC2	SPON2	SPRY1	SRI	SSPN	SSR2	SSR4	TCEAL9	TFPI	TIMP1	TIMP2	TMCO1	TMED2	TMEM14C	TMEM59	TNXB	TRAM1	TSC22D3	TSPAN4	VCAN	VIM	VIT
RUBENSTEIN_SKELETAL_MUSCLE_FBN1_FAP_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_FBN1_FAP_CELLS	ABI3BP	ACAT1	ACKR3	ACTG1	ADAMTS5	ADD3	ADI1	AHNAK	AKAP12	ALDH1A3	ALDOA	ANXA1	ANXA11	ANXA2	ANXA4	ANXA5	ANXA7	AP3S1	APCDD1	ARF4	ARL4D	ARL6IP5	ATP2B1	ATP5PD	ATP6V0E1	AXL	BEX3	BEX4	BIN1	BLOC1S1	BZW1	C17orf58	C1QTNF3	C1R	C1S	C3	CALU	CAST	CAVIN3	CCDC80	CCN1	CCN5	CD248	CD55	CD63	CD99	CDK4	CELF2	CFD	CHRDL1	CKS1B	CLIC1	CLU	COL12A1	COL14A1	COL1A1	COL1A2	COL3A1	COL6A1	COL6A2	COL6A3	COX6C	CPE	CREB5	CRIP1	CST3	CSTB	CTSK	CYBRD1	CYTOR	DAB2	DBI	DBN1	DCN	DDAH2	DDR2	DDX24	DEFB1	DGUOK	DST	DYNC1H1	DYNLT1	EBF1	EFEMP1	EFHD1	EIF1	EIF5	ELN	EMP3	ENO1	F10	FABP3	FBLN1	FBLN2	FBLN5	FBN1	FGFR1	FHL1	FILIP1	FN1	FNDC1	FSTL1	FTH1	FTL	FXYD1	GAS1	GFPT2	GLIPR2	GLUD1	GLUL	GPNMB	GPX3	GPX4	GSN	GSTO1	GTF2H5	GYPC	H2AJ	HIGD1A	HNRNPF	HSBP1	HSD3B7	HSP90AA1	HSPA1A	HSPE1	HTRA1	HTRA3	IDS	IGFBP5	IGFBP6	IL6ST	ISLR	ITGB1BP1	ITGB5	JAG1	JUND	KLF4	KRT10	LAMB2	LAPTM4A	LDHA	LIMA1	LINC01133	LMNA	LOXL1	LRP1	LSP1	LTBP4	MARCKS	MEDAG	MEG3	MFAP4	MFAP5	MGP	MGST1	MIR4435-2HG	MMP14	MMP2	MPC1	MRPL33	MRPL51	MRPS36	MRPS6	MT-CO3	MT-CYB	MT-ND1	MT-ND2	MT-ND3	MT-ND4	MT1E	MTCH1	MXRA8	MYADM	MYDGF	MYOF	NAA38	NBPF10	NCL	NDFIP1	NDUFB1	NEGR1	NID1	NOTCH2	NOVA1	NTM	NTRK2	NUPR1	OAT	OAZ1	OLFML2A	OLFML3	OSR2	OST4	OSTC	PAM	PCOLCE	PCOLCE2	PDGFRA	PDGFRL	PHPT1	PI16	PKM	PLA2G2A	PLAC9	PLPP1	PLTP	PMP22	POLR2L	PPIC	PRDX5	PRG4	PROCR	PRRX1	PSAP	PTGIS	PTPRA	PXN	RAB32	RAP1A	RBM39	RBMS1	RBMS3	RBPJ	RNF13	RNF7	RNH1	RPL36AL	RPLP0	RPS27L	RSL1D1	RTN4	S100A10	S100A11	S100A13	S100A4	S100A6	SCARA5	SDC2	SDCBP	SEC61B	SEC61G	SEC63	SELENOM	SELENOS	SEMA3C	SERF2	SERPINF1	SERPING1	SH3BGRL3	SLPI	SMIM14	SOD1	SPRR2B	SSB	SSR3	SVBP	TAF9	TCEAL9	TFPI	TGFBR3	TIMM13	TIMP1	TIMP2	TIMP3	TMCO1	TMEM106C	TMEM109	TMEM176B	TMEM258	TNFAIP2	TNXB	TPPP3	TPT1	TRIO	TUBA1A	TUBA1B	TUBB	TXN	TYMP	UAP1	UBXN4	UGP2	VCAN	VIM	VIT	VKORC1	YBX3	ZFP36L2	ZYX
RUBENSTEIN_SKELETAL_MUSCLE_MYELOID_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_MYELOID_CELLS	ABRACL	ACTB	ACTR2	ACTR3	AIF1	ALDOA	AP1S2	AP2S1	APOBEC3A	ARHGDIB	ARPC1B	ARPC2	ARPC3	ARPC5	ARRB2	ASAH1	ATP1B3	ATP5F1E	ATP5MC2	ATP5MG	ATP5MJ	ATP5PB	ATP6V0B	ATP6V0D1	ATP6V0E1	ATP6V1F	BCL2A1	BID	BLOC1S1	BLOC1S2	BTG2	C1orf162	C5AR1	CALHM6	CAPZA1	CAPZB	CARD16	CASP1	CASP4	CCL3	CCNI	CD14	CD37	CD44	CD48	CD52	CD53	CD55	CD68	CD74	CD83	CDC42	CDC42SE1	CDKN1A	CEBPB	CFL1	CFP	CITED2	CKLF	CLEC2B	CLEC7A	CMTM6	COMMD6	CORO1A	COTL1	COX4I1	COX5A	COX7A2	COX7C	CPVL	CREG1	CRIP1	CSF2RA	CST3	CSTA	CSTB	CTSB	CTSH	CTSS	CTSZ	CXCL8	CYBA	CYBB	CYCS	CYRIA	CYRIB	DNAJB1	DUSP1	DUSP2	DYNLT1	EEF1A1	EEF1B2	EFHD2	EIF1	EIF3E	EIF3F	EIF3K	EIF3L	EIF4A1	EIF4E2	EIF4EBP1	EMP3	ENSA	ENY2	FCER1G	FCGR1A	FCGR3A	FCGRT	FCN1	FGL2	FOS	FOSB	FPR1	FTH1	FTL	FXYD5	FYB1	GABARAP	GAPDH	GCA	GDI2	GLIPR1	GLIPR2	GLRX	GMFG	GPSM3	GPX1	GSTP1	H3-3A	HCK	HCLS1	HCST	HERPUD1	HIGD2A	HLA-DMA	HLA-DPA1	HLA-DPB1	HLA-DRA	HLA-DRB1	HNMT	HSBP1	HSD17B11	HSPA1A	ID2	IER3	IFI30	IFNGR2	IGSF6	IL10RA	IL1B	ITGB2	JAML	JUNB	JUND	KLF4	LAMTOR1	LAMTOR2	LAMTOR4	LAPTM5	LCP1	LILRA5	LIMD2	LRRFIP1	LSM6	LSP1	LST1	LTA4H	LY86	LY96	LYST	LYZ	M6PR	MACROH2A1	MCL1	METTL9	MNDA	MOB1A	MPEG1	MRPL52	MS4A6A	MS4A7	MT-CO1	NAAA	NACA	NAMPT	NAP1L1	NDUFB1	NDUFB3	NDUFB5	NEDD8	NFKBIA	NFKBIZ	NICOL1	NOP10	NPC2	NR4A1	NR4A2	NUP214	OAZ1	OST4	OSTF1	PABPC1	PCBP2	PDCL3	PFDN5	PFN1	PGK1	PGLS	PILRA	PLAC8	PLAUR	PLBD1	PLEK	PLP2	PLSCR1	POLE4	PPP1CA	PPP1R15A	PPP1R18	PPT1	PRDX3	PRELID1	PRR13	PSAP	PTP4A2	PTPRC	PYCARD	RAB5IF	RAP1A	REEP5	RGS10	RGS18	RGS2	RHOG	RNASE6	RNASET2	RNF130	RPL11	RPL15	RPL17	RPL19	RPL21	RPL22L1	RPL23	RPL23A	RPL26	RPL27	RPL28	RPL30	RPL32	RPL34	RPL36A	RPL36AL	RPL37	RPL38	RPL39	RPL4	RPL41	RPL6	RPL7	RPLP1	RPLP2	RPS12	RPS13	RPS14	RPS16	RPS19	RPS2	RPS21	RPS23	RPS24	RPS28	RPS29	RPS3A	RPS4X	RPS4Y1	RPS7	RPS9	S100A11	S100A12	S100A4	S100A6	S100A8	S100A9	SAMHD1	SARAF	SAT1	SEC11A	SELENOH	SERF2	SERP1	SERPINA1	SERPINB1	SFT2D1	SH3BGRL3	SLC25A5	SLC25A6	SLC31A2	SMAP2	SMCO4	SMDT1	SNHG8	SNX3	SOD2	SPG21	SPI1	SRGN	SSB	SSR2	SSR3	STMP1	STX11	STXBP2	SUB1	SUPT4H1	TALDO1	TBCA	TBXAS1	TIMP1	TKT	TMEM167A	TMEM176B	TMSB10	TMSB4X	TNFSF13B	TPM3	TSC22D3	TSPO	TXNDC12	TYMP	TYROBP	UBA52	UBE2D1	UBE2D3	UCP2	UQCRFS1	UQCRH	VAMP8	VCAN	VMA21	VMP1	VPS29	WDR74	YBX1	ZFAS1	ZFP36	ZNF706
RUBENSTEIN_SKELETAL_MUSCLE_NK_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_NK_CELLS	ABRACL	ACP1	ACTB	ACTG1	ACTR3	AKR1C3	ALOX5AP	ANXA1	ARHGDIB	ARPC1B	ARPC2	ARPC3	ARPC5	ARPC5L	ATP5F1E	ATP5MC2	ATP5MG	ATP6V0E1	B2M	BIN2	BTG1	C11orf58	C12orf75	C1orf162	C1orf56	CALM1	CAP1	CAPZB	CASP4	CCL3	CCL4	CCL5	CCND3	CD164	CD247	CD37	CD47	CD48	CD52	CD53	CD69	CD7	CD99	CDC42	CDC42SE1	CFL1	CIB1	CKLF	CLEC2B	CLIC1	CLIC3	CMC1	COPE	CORO1A	COX8A	CST7	CTSC	CTSD	CTSW	CUTA	CYBA	CYCS	CYRIB	DAZAP2	DBI	DDIT4	DHRS7	DOK2	DRAP1	EIF1	EIF3G	EIF4A1	EMP3	ENO1	ETS1	EVL	FCER1G	FCGR3A	FGFBP2	FLNA	FYB1	GADD45B	GHITM	GIMAP4	GLRX	GMFG	GNG2	GNLY	GPR65	GPSM3	GZMA	GZMB	GZMH	GZMM	H3-3B	HCST	HMGN1	HNRNPA1	HNRNPDL	HNRNPF	HOPX	HSPA5	HSPA8	ID2	IER2	IFITM2	IGF2R	IL2RB	IL2RG	ITGB2	JAK1	JUN	JUNB	KLRB1	KLRC1	KLRD1	KLRF1	LAPTM5	LCK	LCP1	LIMD2	LITAF	LSM14A	MSN	MT-CO1	MYL12A	MYOM2	NDUFA12	NDUFB11	NDUFB2	NDUFB3	NKG7	NPM1	OST4	OSTC	OSTF1	PABPC1	PARK7	PAXX	PDIA3	PFN1	PLAAT4	PLAC8	PLEK	PPP1CA	PPP1R18	PPP2R5C	PRELID1	PRF1	PRR13	PSMA7	PSMB9	PSME1	PSME2	PTGDR	PTMA	PTP4A2	PTPRC	PTPRCAP	PYHIN1	RAC2	RAP1B	RBM3	RBM8A	RPL14	RPL15	RPL21	RPL23A	RPL27	RPL28	RPL36AL	RPL41	RPL6	RPLP1	RPS15A	RPS19	RPS2	RPS26	RPS27	RPS27A	RPS29	RPS3	RPS3A	RPSA	S100A4	SAMD3	SARAF	SCP2	SEC11A	SELENOT	SERF2	SFT2D1	SH3BGRL3	SLC38A2	SNRPB	SNRPG	SPCS2	SPON2	SRGN	SSR2	STK17A	STK4	SUB1	TBC1D10C	TLE5	TMA7	TMED2	TMSB4X	TPM3	TPM4	TPST2	TRAPPC1	TSC22D3	TUBB	TYROBP	UBB	UBE2D2	UBE2D3	UBL5	UCP2	UFC1	VAMP8	XBP1	XCL2	YWHAZ	ZFP36L2
RUBENSTEIN_SKELETAL_MUSCLE_PCV_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_PCV_ENDOTHELIAL_CELLS	ABLIM1	ACKR1	ACTN1	ADAM15	ADGRL4	ADIRF	AKR1C3	ANXA4	APLNR	AQP1	ARL4A	ARL6IP1	ATP5MC2	BCAM	BHLHE40	CALCRL	CAPZA2	CAST	CAVIN1	CCL14	CCNI	CD59	CD74	CD93	CHMP3	CLEC2B	CLTA	CLU	COMMD6	CRHBP	CRIM1	CRIP2	CRTAP	CTSC	CYSTM1	CYYR1	DOCK9	DUSP23	ECSCR	EEF1A1	EGFL7	EGLN1	EIF4B	ELK3	ERG	ETS2	FABP5	FKBP1A	FLI1	FLOT1	FOXP1	FXYD5	GADD45B	GBP4	GIMAP1	GIMAP4	GIMAP5	GIMAP6	GIMAP7	GNAI2	GNAQ	GNG11	GNG5	GUK1	HINT1	HLA-A	HLA-B	HLA-DMA	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-E	HMGB2	HSPB1	HSPD1	HYAL2	ID1	ID3	IFI16	IFITM1	IFITM2	IFITM3	IGFBP4	IL33	IL3RA	IL6ST	ITM2A	JAM2	JCAD	KCTD12	KLF2	KLF4	LDB2	LIFR	LIMS1	LMCD1	LRRFIP1	LY6E	LYST	MAP1LC3B	MAP3K11	MARCKSL1	MGST2	MMRN2	MTUS1	MYH9	MYL12A	NAA38	NAP1L1	NDRG1	NEDD9	NFKBIA	NOP10	NOSTRIN	NPC2	NPDC1	NRN1	NSRP1	NUAK1	OCIAD2	PALMD	PCBP2	PDLIM1	PERP	PFDN5	PIM3	PKP4	PLAT	PLK2	PLSCR1	PLVAP	POLE4	PRCP	PRMT1	PSME2	PTMA	PTPRB	RAB11A	RAMP3	RBIS	RPL10	RPL11	RPL12	RPL15	RPL17	RPL22	RPL26	RPL29	RPL3	RPL31	RPL32	RPL34	RPL35A	RPL36	RPL36A	RPL37	RPL7	RPL7A	RPL8	RPLP0	RPS11	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS18	RPS19	RPS2	RPS21	RPS23	RPS24	RPS25	RPS27A	RPS28	RPS3A	RPS4X	RPS4Y1	RPS5	RPS6	RPS6KA2	RPS7	RPS8	RPS9	S100A10	S100A16	S1PR1	SAT1	SDCBP	SET	SH3BP5	SLC2A3	SMAD1	SNCG	SNHG7	SNHG8	SNRPF	SOCS3	SOX18	SPARCL1	SUN1	SYNE2	TGFBR2	TM4SF1	TM4SF18	TMEM273	TMSB10	TMSB4X	TPM3	TPM4	TPT1	TSHZ2	TSPAN7	UBXN1	VAMP3	WNK1	YBX1	YBX3	YWHAE	ZFAS1	ZFP36L2	ZFYVE21
RUBENSTEIN_SKELETAL_MUSCLE_PERICYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_PERICYTES	ABCC9	ACTA2	ADIRF	ADISSP	ALDOA	ANXA5	ARHGDIB	ASAH1	ASPN	ATP5F1A	ATP5F1B	ATP5MC2	ATP5MC3	ATP5MK	ATP6V1G1	BSG	C12orf57	CALD1	CALM2	CAVIN3	CD151	CD36	CD44	CD63	CD9	CHCHD10	CNN3	COL3A1	COL4A1	COL4A2	COL6A2	COL6A3	COX4I2	COX5B	COX6B1	COX7A1	COX7A2	COX7B	COX8A	CPE	CPM	CRIP1	CRIP2	CSNK1E	CXCL12	CYB5R3	CYGB	CYTOR	DLC1	DPYSL2	EFHD1	EGFLAM	EIF3K	EPHX1	EPS8	ESD	FAM162B	FLNA	FRMD3	GAPDH	GAS6	GJA4	H3-3B	HES1	HIGD1B	IFITM3	IGFBP7	ISYNA1	ITGB1	ITM2B	ITM2C	KCNJ8	LAPTM4A	LDHB	LEPROT	LGALS1	LHFPL6	LPL	MALAT1	MCAM	MDH1	MEF2C	MFGE8	MGST3	MIR4435-2HG	MT-ATP6	MT-CO1	MT2A	MYH9	MYL9	MYO1B	NDRG2	NDUFA1	NDUFA11	NDUFA13	NDUFA4L2	NDUFB7	NOTCH3	NR2F2	PDGFRB	PDLIM1	PEBP1	PPP1R14A	PRDX1	PRXL2A	PSMB1	PTMS	RABAC1	RGS5	RHOB	SDHD	SELENBP1	SELENOM	SERPING1	SH3BGRL	SKP1	SLC25A5	SLC25A6	SNCG	SOD1	SPARC	SPARCL1	SRI	STEAP4	TAGLN	TECR	TESC	TFPI	THBS4	TIMP1	TIMP3	TINAGL1	TMEM50A	TMEM59	TNFRSF21	TPI1	TPM1	TPM2	TUBA1A	TXNIP	UBB	VAMP2	VDAC2	YWHAB
RUBENSTEIN_SKELETAL_MUSCLE_SATELLITE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_SATELLITE_CELLS	AK1	AKR1B1	ALDH1A1	ALDOA	ANXA5	APOC1	APOE	APRT	ARF4	ARL6IP5	ATP5F1A	ATP5F1D	ATP5MC1	ATP5MC2	ATP5MC3	ATP5MF	ATP5MG	ATP5PO	BANF1	BEX3	BEX4	BTF3	BTG2	CADM2	CCN1	CCT3	CCT4	CCT8	CD63	CD9	CEBPD	CHCHD10	CHCHD2	CHRNA1	CIRBP	CLU	CNBP	CNN3	COMMD6	COMT	COPS9	COX4I1	COX7A2L	CRYAB	CSRP2	CST3	CXCL14	DAG1	DARS1	DBI	DDAH2	DES	DLK1	DNAJC7	DUSP1	DUT	EDF1	EEF1A1	EEF1B2	EEF1D	EEF2	EGR1	EIF1	EIF2A	EIF3D	EIF3E	EIF3F	EIF3H	EIF3K	EIF3L	EIF3M	EIF4A1	EIF4A2	EPB41L4A-AS1	ESD	ESF1	FAM162A	FAU	FGL2	FOS	FOSB	FUNDC2	FXYD1	GADD45GIP1	GAPDH	GLUL	GNAS	H1-0	HADHA	HDAC2	HDDC2	HEY1	HIGD2A	HMGN1	HMGN2	HNRNPA0	HNRNPA1	HNRNPDL	HNRNPR	HSBP1	HSP90AB1	HSPA8	HSPD1	HSPE1	IER2	IGFBP5	IMPDH2	JUN	JUNB	JUND	LAMP2	LDHB	LMNA	LSM5	LSP1	MDH2	MEG3	MEST	MICOS13	MIF	MOCS2	MORF4L2	MRPL20	MT-CO1	MT-CO3	MT-ND5	MT1E	MT1X	MYC	MYF5	MYF6	NAA20	NACA	NDRG2	NDUFA4	NDUFA5	NDUFB9	NDUFS4	NDUFS5	NDUFS6	NFIA	NHP2	NOP53	NPM1	PABPC1	PARK7	PAX7	PDLIM3	PDLIM4	PEBP1	PMP22	PON2	PPIA	PPP1R14B	PPP1R15A	PRDX3	PRDX6	PRKX	PSMB7	PTMA	PYURF	RACK1	RAN	RARRES2	RASD1	RBM3	RBMX	RBP1	RHOA	RHOB	RHOBTB3	RND3	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL15	RPL17	RPL18	RPL18A	RPL19	RPL21	RPL22	RPL22L1	RPL23	RPL23A	RPL24	RPL26	RPL27	RPL28	RPL29	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL36	RPL36A	RPL37	RPL37A	RPL38	RPL39	RPL4	RPL41	RPL5	RPL6	RPL7	RPL7A	RPL7L1	RPL8	RPL9	RPLP0	RPLP1	RPLP2	RPS10	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS16	RPS18	RPS19	RPS2	RPS20	RPS21	RPS23	RPS24	RPS25	RPS26	RPS27	RPS27A	RPS28	RPS29	RPS3	RPS3A	RPS4X	RPS4Y1	RPS5	RPS6	RPS7	RPS8	RPS9	RPSA	RSL1D1	RSL24D1	RXRG	S100A4	S100A6	SARAF	SBDS	SDHC	SEC63	SGCA	SGCE	SIRT2	SLC25A3	SLC25A6	SMDT1	SNHG32	SNHG8	SNRPD1	SNRPD2	SNRPE	SNRPF	SPATS2L	SPG21	SPRY1	SRSF3	ST13	STAC3	TAF7	TCEAL9	TIMM13	TLE4	TMEM123	TMEM230	TOMM7	TPD52L1	TPT1	TRDN	TSC22D1	TTC3	TUBA1A	TUBA1B	TUBB	TUBB2B	U2AF1	UBA52	UBXN1	UQCRB	UQCRFS1	UQCRH	UXT	VAMP2	VAPA	VDAC1	VDAC2	VDAC3	VIM	WDR74	ZBTB20	ZFAS1	ZFP36	ZFYVE21
RUBENSTEIN_SKELETAL_MUSCLE_SMOOTH_MUSCLE_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_SMOOTH_MUSCLE_CELLS	ACTA2	ACTB	ACTG2	ACTN1	ACTN4	ADI1	ADIRF	AIG1	AK1	ALDOA	ANAPC16	ANP32B	ANXA6	AP2M1	ARHGEF25	ARID5A	ARID5B	ARPC1A	ARPC2	ARPC5	ATF3	ATP5F1A	ATP5F1B	ATP5F1C	ATP5F1D	ATP5IF1	ATP5MC2	ATP5MC3	ATP5ME	ATP5MG	ATP5MJ	ATP5MK	ATP5PB	ATP5PD	ATP5PO	ATP6V1G1	AURKAIP1	AXL	BAG1	BBX	BCAM	BEX3	BEX4	BGN	BRK1	BTF3	BTF3L4	BTG2	BUD31	C11orf96	C1orf43	C7orf50	CALD1	CALM2	CALM3	CAMTA1	CAP1	CAPZA2	CASQ2	CAVIN3	CCDC107	CCDC3	CCL2	CCND1	CCNI	CCT7	CD151	CD9	CDH6	CHCHD10	CHMP4A	CHMP4B	CHURC1	CKB	CNBP	CNIH4	CNN1	CNN3	COMMD6	COPS6	COPS8	COX14	COX17	COX20	COX4I1	COX4I2	COX5A	COX5B	COX6A1	COX6B1	COX6C	COX7A1	COX7A2	COX7B	COX7C	COX8A	CPE	CPM	CRIM1	CRIP1	CRIP2	CRTAP	CRYAB	CSDE1	CSNK1A1	CSRP1	CSRP2	CYB5R3	CYC1	CYCS	CYSTM1	DBI	DCTN2	DDAH2	DDT	DEK	DKK3	DSTN	DYNLRB1	DYNLT1	ECH1	ECRG4	EDNRA	EFHD1	EGR1	EID1	EIF1B	EIF3H	EIF3K	EIF3L	ENTPD1	ENTPD3	EPS8	ERGIC2	FAM162A	FAM162B	FAU	FBXL13	FHL1	FHL5	FILIP1	FILIP1L	FIS1	FLNA	FMC1-LUC7L2	FOS	FRZB	FTH1	FXYD1	GADD45B	GAPDH	GBP2	GHITM	GPRC5C	GTF2A2	GTF3A	GTF3C6	GUCY1A1	GUCY1B1	H1-0	H4C3	HACD1	HCFC1R1	HES1	HES4	HIGD1B	HIGD2A	HIKESHI	HMGN2	HNRNPA1	IAH1	IDS	IGFBP5	IGFBP7	IK	ILK	IRAG1	ISCU	ISYNA1	ITGA8	ITGB1	ITGB1BP1	ITIH5	ITM2C	JAG1	JUN	JUNB	KANK2	KCNMB1	KIF5B	KLHL23	KLHL42	LBH	LDHA	LDHB	LITAF	LMNA	LMO4	LMOD1	LPP	LSM5	MAF1	MAGED2	MAP1B	MAP3K13	MAP3K20	MAP3K7CL	MAPRE2	MCAM	MDH1	MEF2C	METTL5	MFF	MFGE8	MGST3	MICOS10	MICOS13	MIR145	MOB2	MORF4L1	MPC1	MPRIP	MRPL18	MRPL23	MRPL32	MRPL33	MRPS36	MRPS6	MSRB3	MT-ATP6	MT-CO1	MT-CO2	MT-CO3	MT-CYB	MT-ND1	MT-ND2	MT-ND3	MT-ND4	MT-ND4L	MT1E	MT1M	MT2A	MTHFD2	MYH11	MYL6	MYL9	MYLK	NCOR1	NDUFA1	NDUFA10	NDUFA13	NDUFA4	NDUFA4L2	NDUFA5	NDUFA6	NDUFA8	NDUFAB1	NDUFB10	NDUFB11	NDUFB2	NDUFB3	NDUFB7	NDUFB9	NDUFS4	NDUFS5	NDUFS6	NDUFS7	NDUFS8	NDUFV2	NET1	NIPSNAP2	NOTCH3	NPM1	NPTN	NR2F2	NSA2	NTN4	NTRK2	NUDC	NUDT4	NUPR1	OAZ2	OPTN	OR51E1	OTUD6B-AS1	PALLD	PARK7	PARL	PCNP	PDCL3	PDLIM3	PDLIM7	PEBP1	PFDN5	PGAM1	PGRMC1	PHB1	PHLDA2	PHPT1	PIP5K1B	PKIG	PKM	PLAC9	PLN	PLP2	PNRC1	PPDPF	PPIG	PPP1CB	PPP1R12A	PPP1R12B	PPP1R14A	PPP1R15A	PRDX2	PRDX3	PRSS23	PSMB6	PSMC1	PTGES3	PTK2	PTMA	PTMS	PTN	PTP4A3	RAB13	RABGAP1	RAN	RANBP1	RAP1A	RBBP7	RBPMS	RBPMS2	RCAN2	RCN2	REEP3	RERGL	RGS16	RGS5	ROCK1	RPL10A	RPL14	RPL15	RPL23	RPL3	RPL36AL	RPL37A	RPL4	RPL41	RPL5	RPL6	RPL7	RPL7A	RPL8	RPL9	RPLP1	RPS25	RPS27L	RPS3A	RPS4X	RPS5	RPS7	RSL24D1	RSU1	S100A4	SAP18	SBDS	SDHD	SELENOK	SELENOM	SELENOW	SEM1	SERPINI1	SF3B2	SGCE	SH3BGRL	SIVA1	SKP1	SLC25A3	SLC25A5	SLC25A6	SLC38A11	SLC38A2	SLIRP	SLIT3	SMIM30	SNCG	SNHG32	SNRK	SNX3	SOD1	SOD3	SORBS2	SPARCL1	SPCS1	STOML2	STRAP	SVIL	SYNPO2	TAGLN	TAX1BP1	TBCA	TBX2	TCEA1	TCP1	TGFB1I1	TIMMDC1	TINAGL1	TMED2	TMEM14C	TMEM230	TMEM38B	TNS1	TOMM22	TPI1	TPM1	TPM2	TPRKB	TSC22D1	TSPAN3	TSPO	UBA2	UBB	UBE2D2	UBE2V2	UBL5	UGP2	UQCR10	UQCRB	UQCRC1	UQCRC2	UQCRFS1	UQCRH	UQCRQ	VCL	VDAC2	VDAC3	VIM	WDR1	YBX1	YWHAQ	ZFHX3	ZFP36	ZFYVE21	ZNG1A	ZYX
RUBENSTEIN_SKELETAL_MUSCLE_T_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUBENSTEIN_SKELETAL_MUSCLE_T_CELLS	ABRACL	ACTR3	APRT	ARHGDIB	ARL6IP5	ARPC1B	ATP5MG	BTF3	BTG1	C1orf56	CD2	CD37	CD3D	CD3E	CD3G	CD44	CD48	CD52	CD69	CD7	CDC42SE1	COMMD6	CORO1A	COTL1	COX7C	CRIP1	CUTA	CXCR4	CYBA	EEF1A1	EEF1B2	EEF1D	EIF1	EIF2S2	EIF3D	EIF3E	EIF3F	EIF3H	EIF3L	EMP3	ERP29	ETS1	EVL	FAU	FXYD5	FYB1	GIMAP4	GMFG	HCST	HINT1	HMGN1	HNRNPA1	HSPA8	IER2	IL2RG	IL32	IL7R	ISG20	JUNB	LAPTM5	LCK	LDHB	LEPROTL1	LIMD2	LTB	NOP53	NOSIP	NPM1	OCIAD2	OST4	PABPC1	PFDN5	PFN1	PLAC8	PLP2	PPP1R2	PPP2R5C	PRKCQ-AS1	PTPRC	PTPRCAP	RACK1	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL15	RPL17	RPL18	RPL18A	RPL19	RPL21	RPL22	RPL23	RPL23A	RPL24	RPL26	RPL27	RPL27A	RPL28	RPL29	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL36	RPL36A	RPL36AL	RPL37	RPL37A	RPL38	RPL39	RPL4	RPL41	RPL5	RPL6	RPL7	RPL7A	RPL8	RPL9	RPLP0	RPLP1	RPLP2	RPS10	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS16	RPS18	RPS19	RPS2	RPS20	RPS21	RPS23	RPS24	RPS25	RPS26	RPS27	RPS27A	RPS28	RPS29	RPS3	RPS3A	RPS4X	RPS4Y1	RPS5	RPS6	RPS7	RPS8	RPS9	RPSA	RPSA2	RSL1D1	RSL24D1	SARAF	SELL	SERP1	SH3BGRL3	SLFN5	SNHG32	SNHG8	TMA7	TMEM123	TMSB4X	TOMM7	TPT1	TRAF3IP3	TSC22D3	UBA52	UBE2D2	UQCRB	UXT	ZFAS1	ZFP36L2
TRAVAGLINI_LUNG_ADVENTITIAL_FIBROBLAST_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_ADVENTITIAL_FIBROBLAST_CELL	ABCA10	ABCA6	ABCA8	ABCA9	ABHD14A	ABI3BP	ABL1	ABL2	ABLIM1	ACKR3	ACKR4	ACVRL1	ADD3	ADH1B	ADM	AHR	AKAP12	AKR1C1	AKR1C2	AKR1C3	ALDH1A1	ALDH1A3	ANK2	ANXA1	ANXA2	AOX1	APOD	APOL1	ARF4	ATP1A1	B4GALT1	BAG3	BDH2	BICC1	BTG2	BZW1	C16orf89	C1QTNF3	C1R	C1S	C3	C7	CADM3	CCDC80	CCL2	CCN1	CCN5	CD248	CD34	CD44	CD55	CD74	CFD	CFH	CHRDL1	CLDN11	CLEC2B	CLEC3B	CLMP	CNTFR	COL1A1	COL1A2	COL3A1	COL6A1	COL6A2	COL6A3	COLEC12	CPE	CPVL	CPXM2	CRABP2	CSF1	CSRNP1	CST3	CTSF	CTSH	CTSK	CTSL	CXCL12	CXCL14	CYBRD1	CYP1B1	CYP27A1	DAB2	DCLK1	DCN	DHRS3	DNAJB1	DPT	DPYSL3	DUSP1	EFEMP1	EGR1	EMP1	ERRFI1	ESYT2	F3	FAIM2	FBLN1	FBLN2	FBLN5	FBN1	FCGRT	FGF7	FGFR1	FGL2	FIBIN	FOS	FOSB	FOSL1	FSTL1	FTL	GABARAPL1	GAS1	GAS7	GATA6	GFPT2	GPNMB	GPRC5A	GSN	GSTM5	H19	HAS1	HAS2	HSD3B7	HSPB8	HSPH1	HTRA3	IER2	IFI16	IFITM1	IGF1	IGFBP4	IGFBP6	IGSF10	IL1R1	IL32	IL33	ISLR	ITM2A	JUN	JUNB	JUND	KLF2	KLF4	LAMB2	LAMP2	LDHA	LEPR	LGALS3	LGALS3BP	LIMA1	LINC01133	LMNA	LOX	LOXL1	LRP1	LRRC17	LRRN4CL	LSP1	LTBP4	LUM	LXN	MAFF	MARCHF3	MATN2	MCL1	MEDAG	MEG3	MFAP5	MGP	MGST1	MMP2	MOXD1	MPZL1	MRC2	MT1G	MYC	MYDGF	MYOC	NCOA7	NEGR1	NFE2L2	NFKBIZ	NNMT	NOVA1	NPR1	NR4A1	NRP1	NT5E	NTM	NUCB2	OAF	OGN	OLFML3	OMD	OSR1	OSR2	PAMR1	PCOLCE	PCOLCE2	PDGFRA	PDGFRL	PDLIM4	PDPN	PER2	PGM3	PHGDH	PI16	PID1	PIM1	PLA2G2A	PLAT	PLAU	PLAUR	PLBD1	PLK3	PLTP	PODN	PPP1R15A	PRCP	PROS1	PRRX1	PTGIS	PTHLH	PTPRS	PTX3	PXDC1	RARRES1	RCN3	RDH10	REXO2	RGMA	RGS10	RSPO3	RTN4	S100A10	S100A13	S100A4	S100A6	S1PR2	SCARA5	SCPEP1	SEMA3B	SEMA3C	SERPINF1	SERTAD1	SFRP1	SFRP2	SFRP4	SH3BP5	SKIL	SLC16A7	SLC19A2	SLC20A1	SLIT2	SLPI	SMS	SOCS3	SPSB1	SPTBN1	SRPX	SSR3	STEAP1	STEAP2	SVEP1	TCN2	TGFBR2	THBS2	THY1	TIMP1	TIMP2	TIPARP	TMEM176A	TMEM176B	TNFAIP2	TNFRSF12A	TNFSF13B	TPST1	TSC22D2	TSHZ2	TSKU	TUBB6	UAP1	UCHL1	UGDH	VAT1	VEGFA	XBP1	YBX3	ZC3H12A	ZC3HAV1	ZDHHC9	ZFP36	ZFP36L2	ZNF385A
TRAVAGLINI_LUNG_AIRWAY_SMOOTH_MUSCLE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_AIRWAY_SMOOTH_MUSCLE_CELL	ACTA2	ACTG2	ACTN1	AKAP1	ALDOC	ANAPC16	ANGPT2	ANTXR1	ATP1A2	BCAM	C12orf75	CALM2	CAMK2G	CAP2	CASQ2	CAV1	CAV2	CCN3	CCN5	CD151	CD9	CDH13	CHURC1	CNN1	COX6A1	COX7A1	COX7C	CPED1	CRIP2	CRYAB	CSRP1	CSRP2	DES	DSTN	EDNRB	EFHD1	ENTPD1	EPAS1	ESAM	EZR	FLNA	FOXS1	GPRC5C	H2AJ	HACD1	HCFC1R1	HES4	HEY2	HSPB1	HSPB7	ID4	IGFBP5	IGFBP7	IRAG1	ISYNA1	ITGA7	ITIH3	JAK2	JPH2	KANK2	KCNA5	KCNAB1	KCNMB1	KRT18	LDB3	LIMS2	LMOD1	LPP	MAP1B	MAP3K7CL	MCAM	MEF2C	MGLL	MGST3	MICAL1	MOB2	MRPL33	MSRB3	MYH11	MYL6	MYL9	MYLK	MYOCD	MYOZ1	MZT2B	NDUFA4	NDUFB1	NDUFB2	NDUFB4	NDUFB7	NET1	NEXN	NIBAN1	NOL3	NRGN	NTF3	NTN4	NTRK3	PDLIM5	PFN1	PLAC9	PLN	PPP1R12A	PPP1R12B	PPP1R14A	PTMA	RAB20	RAMP1	RASGRP2	RASSF3	RCAN2	RERGL	ROCK1	RPL10A	RPL14	RPL18	RPL21	RPL23	RPL23A	RPL27	RPL27A	RPL31	RPL34	RPL37A	RPL38	RPL41	RPL5	RPLP1	RPS14	RPS16	RPS21	RPS27	RPS27A	RPS6	SEPTIN7	SERPINI1	SH3BGRL	SLC38A1	SLIRP	SLMAP	SNCG	SOD3	SORBS1	SORBS2	SPEG	SYNPO2	TAGLN	TBC1D1	TBX2-AS1	TGFB1I1	TGM2	THSD4	TINAGL1	TLN1	TM4SF1	TMEM38B	TNNT2	TPM1	TPM2	TSPAN2	UBL5	UNC45B	UQCRB	UQCRQ	WDR1	WFDC1
TRAVAGLINI_LUNG_ALVEOLAR_EPITHELIAL_TYPE_1_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_ALVEOLAR_EPITHELIAL_TYPE_1_CELL	ABCA1	ABCA7	ABCA8	ABI3BP	ABLIM1	ACAA2	ACKR4	ACTB	ACTG1	ADRB1	ADRB2	AGER	AGRN	AGTPBP1	AHNAK	ALDH3A2	ALS2CL	ANGPTL2	ANKRD1	ANKRD29	ANKS1A	ANO6	ANOS1	ANXA2	ANXA3	APLP2	AQP4	ARAP2	ARHGAP29	ARHGEF26	ARL6IP5	ARPC5	ATF3	ATOH8	ATP11A	ATP1B3	ATP2B4	B2M	B3GNT2	B3GNT7	B3GNT8	B4GALT1	BCAP31	BDNF	C10orf67	C14orf132	C1orf198	CADM1	CAPN2	CAV1	CAV2	CCBE1	CCN1	CCN2	CD151	CD47	CD55	CD63	CD9	CDKN1A	CDKN2B	CEACAM6	CELF2	CFL2	CFLAR	CGN	CKB	CLDN18	CLDN4	CLDN7	CLIC2	CLIC3	CLIC5	CLIP4	CNPPD1	CNTN6	COL12A1	COL4A1	COL4A2	COL4A3	COL4A4	COL8A1	COMT	CPM	CRIP2	CRYAB	CST6	CUX1	CXCL16	CYBRD1	CYP4B1	CYSTM1	DAD1	DAPK2	DENND3	DIPK2A	DLC1	DNAJB1	DOCK11	DOCK4	DPYSL2	DST	DUSP1	DUSP7	ECEL1P2	EDN1	EFEMP1	EFNA1	EFR3B	EHD1	EHD2	ELOVL5	EMP2	ENTREP1	EPB41L3	EPB41L5	EPCAM	EPS8L2	ERRFI1	EVA1A	EYA4	FADS3	FAS	FBLN5	FERMT2	FHL1	FILIP1	FKBP9	FLNA	FN1	FOLR1	FSTL3	FZD5	GADD45B	GALK1	GALNT18	GAS6	GGT1	GGTLC1	GJA1	GKN2	GLS	GOLGA8A	GPM6A	GPRC5A	GPRIN2	GRK5	H3-3B	HACD1	HBEGF	HCFC1R1	HEBP1	HEG1	HIP1	HLA-C	HOPX	HPCAL1	HSPB1	HSPB8	HSPG2	HYAL1	ICAM1	IGFBP7	IL18	IL32	INF2	INSIG2	IRF1	ISG20	ITGA3	ITLN2	ITM2B	ITPRIP	JADE1	KCNN3	KHDRBS2	KIF5B	KLF2	KLF6	KLK7	KRT18	KRT19	KRT7	KRT8	LAMA3	LAMB3	LAMC1	LAMC2	LAPTM4A	LGALS3	LIMCH1	LIMS2	LMO7	LMTK2	LPCAT3	LRRN4	MALAT1	MAP2	MAP7D1	MATN3	MGAT3	MGLL	MS4A15	MSLN	MT1E	MT1X	MT2A	MVB12B	MYADM	MYL12A	MYL12B	MYL6	MYL9	MYO1B	MYO1C	MYRF	N4BP1	NBEAL2	NCKAP5	NDNF	NDST1	NEAT1	NEDD4L	NEDD9	NEXN	NGF	NHSL1	NTM	NXN	OPN3	OSGIN1	OSGIN2	OTUD1	P3H2	P4HA2	PAPSS2	PARD6B	PARP14	PAX8-AS1	PCYOX1	PDGFA	PDLIM2	PDLIM3	PDPN	PDZD2	PEAK1	PEBP4	PFKFB3	PGM1	PHLDB2	PIEZO1	PKDCC	PLAC8	PLCE1	PLEKHA1	PLEKHO1	PLLP	PLS3	PMP22	PNPLA2	POLR2L	PON2	PPFIBP1	PPP1R15A	PRDX1	PRKCZ	PROS1	PRR5L	PRSS8	PTGS2	PTPN1	PTPN21	PTPRE	RAB11FIP1	RAB31	RAB32	RANBP17	RASAL2	RASSF8	RBP1	RDX	RGCC	RHOF	RIN2	RIPK2	RNASE1	RNF128	RNF213	ROR1	RRAS	RTKN2	S100A10	S100A4	SAMD4A	SBDS	SBSPON	SCD5	SCEL	SCNN1B	SDC1	SDCBP	SEMA3B	SEMA3E	SEMA5A	SEMA6D	SERINC5	SFN	SFTA1P	SGCE	SH2D4A	SLC1A1	SLC2A3	SLC39A13	SLC39A8	SLC40A1	SLC6A4	SLC7A6	SLC7A7	SMAD7	SNAP23	SNX21	SNX22	SPARC	SPINT1	SPINT2	SPOCK2	SPRING1	SPRYD7	SPTAN1	SPTBN1	SRGAP2B	SSR2	ST3GAL4	ST6GALNAC5	STX11	STX12	STX3	SULT1A1	SULT1A2	SULT2B1	SUSD2	SYNGR2	TACC1	TACSTD2	TAGLN	TBC1D2	TES	TGFBR2	TIMP2	TIMP3	TM4SF1	TMEM109	TMEM139	TMEM179B	TMEM59	TMOD3	TMPRSS2	TMSB4X	TNFAIP1	TNFRSF12A	TNNC1	TNS1	TOR1AIP2	TPM4	TPPP	TRIM16	TSC22D2	TSPAN13	TSPAN15	TSPAN4	TSPAN7	TTC7A	TTLL7	TUBA4A	TUBB6	TXNDC11	UBC	UNC13D	UPK3B	VCL	VEGFA	VSIG2	WASF3	WFS1	WNT3A	WNT7A	WWC2	YWHAH	ZBED2	ZFP36	ZFYVE9
TRAVAGLINI_LUNG_ALVEOLAR_EPITHELIAL_TYPE_2_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_ALVEOLAR_EPITHELIAL_TYPE_2_CELL	ABCA3	ACADL	ACSL4	AGPAT2	AK1	AKAP13	ALOX15B	ALPL	AQP1	AREG	ASRGL1	B3GNT8	BLVRB	BMP2	C11orf96	C16orf89	C1orf21	C3	C4BPA	CA2	CACNA2D2	CAT	CD36	CD44	CD74	CD83	CDC42EP1	CHCHD7	CHI3L1	CHI3L2	CHIAP2	CHP1	CPB2	CRTAC1	CSF3	CSF3R	CTSH	CXCL2	CXCL3	DBI	DCXR	DMBT1	DRAM1	DUSP6	EDNRB	ELAPOR2	ESAM	ETV1	ETV5	FABP5	FASN	FBP1	FGG	FMO5	FTL	GKN2	GSTA4	HHIP	HHIP-AS1	HLA-DRB1	HMOX1	HP	HSD17B4	KCNJ15	KCNJ8	LAMP3	LANCL1-AS1	LGALSL	LGMN	LHFPL3-AS2	LPCAT1	LPL	LRRC36	LRRK2	LTA4H	MALL	MED24	MFSD2A	MLPH	MSMO1	MSN	MUC1	NAPSA	NECAB1	NFKBIA	NNMT	NPC2	NRGN	ODC1	ORM1	P3H2	PARM1	PEBP4	PGC	PID1	PLA2G1B	PLIN2	PPP1R1B	QDPR	RAB27A	RASGRF1	RBPMS-AS1	RGS16	RND1	S100A14	SCD	SDR16C5	SELENBP1	SERPINA1	SERPINB1	SFTPA1	SFTPA2	SFTPB	SFTPC	SFTPD	SLC22A31	SLC34A2	SLC46A2	SLC6A14	SMAGP	SNX25	SNX30	SOCS2	SOD2	SPRY4	STC1	STEAP4	TFPI	TIFA	TMEM163	TMEM243	TPD52L1	TTN	WIF1	ZDHHC3	ZNF385B
TRAVAGLINI_LUNG_ALVEOLAR_FIBROBLAST_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_ALVEOLAR_FIBROBLAST_CELL	A2M	ABCA6	ABCA8	ABI3BP	ADAMTS8	ADARB1	ADH1B	ALDH1A1	ANGPT1	ANO1	ANXA1	AOC3	ARHGAP20	BMP5	CAMK2N1	CASP12	CASP4	CCBE1	CCN1	CCN2	CD14	CD36	CD44	CD82	CD8A	CDH11	CDH13	CDO1	CES1	CHRDL1	CMKLR1	COL13A1	COL6A3	COL6A6	COL8A1	COLEC12	CYP3A5	CYP4B1	CYP7B1	DHRS3	DKK3	DOCK4	DST	DUSP1	DUSP6	DYNC2LI1	EFCC1	ELMO1	EMP2	ENPP2	F11R	FBLN5	FBP1	FGFR4	FHL1	FIBIN	FMO2	FMO3	FN1	G0S2	GDF10	GPC3	GPM6B	GRIA1	HIVEP3	HMCN1	HSD11B1	ICAM1	IGSF10	IL15RA	INMT	IRS2	ISLR	ITGA2	ITGA8	KANK4	KCNK6	KIFC3	LAMA4	LBH	LIMCH1	LIMS1	LINC00968	LITAF	LMCD1	LRRN3	LSAMP	LTBP4	LUM	MACF1	MAL	MAMDC2	MAOB	MCOLN2	MCOLN3	MFAP4	MME	MMP19	MMP2	MOXD1	MRC2	MYADM	MYH10	NABP1	NCAM2	NEBL	NPNT	NRP1	NTNG1	NUAK1	OLFML3	OR7E47P	PDGFRA	PDLIM2	PER2	PGAP2	PIEZO2	PLEKHH2	PLXDC2	PMP22	PRELP	PRG4	PTGIR	RARRES2	RGCC	RGS3	ROBO2	S100A4	S1PR2	SAMHD1	SAT1	SCN7A	SERINC5	SERPINB9	SERPING1	SGCD	SGCG	SLC1A5	SLC29A1	SLC38A5	SLIT2	SNCA	SPINT2	SPTBN1	SRGAP1	SRGN	SVEP1	TCF21	TGM2	TIMP3	TMEM108	TMEM119	TMEM176A	TMEM176B	TMEM37	TMT1A	UCP2	ULK4	USP53	VEGFC	WNT2	ZDHHC14	ZNF106	ZYX
TRAVAGLINI_LUNG_ARTERY_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_ARTERY_CELL	ABI3BP	ADAM15	AIF1L	ARGLU1	ARHGAP4	ARHGDIB	ASRGL1	ATP13A3	ATP1A1	AZIN1	BMX	CALCRL	CDC42EP3	CFAP36	CKB	CLDN10	CLIC3	CTDSPL	CTNNAL1	CTSC	CTTNBP2NL	CXCL12	CXCL2	CYYR1	DKK2	EFNB2	ENPP2	ENTPD1	EPS8	EXOC6	F2R	F8	FAM107A	FBLIM1	FBLN2	FBLN5	FGF18	FN1	FNBP1	GATA6	GFOD1	GIMAP1	GIMAP7	GIMAP8	GIPC2	GJA5	GLUL	HERPUD1	HES4	HEY1	HIF1A	HS6ST1	HSD17B12	IFI44L	IFI6	IFITM1	IGFBP3	IL11RA	IL33	ITGB4	ITPR2	JAM2	KAZALD1	KCNMB4	KCTD12	LIFR	LIMA1	LPCAT2	LTBP1	LTBP4	MECOM	MGP	MMRN2	MT1E	MYLIP	NOS1	NPDC1	NPR3	OCIAD2	PALLD	PALMD	PCSK5	PDCD4	PGRMC2	PIK3C2B	PIR	PLA2G5	PLAC9	PLCG2	PLK2	PLLP	PLTP	PNRC1	PPP1R14A	PRKX	PROCR	PTGIS	PTPRB	PTPRR	RASGEF1B	RNASE1	RND3	RNF144B	RUNX1T1	SEC11C	SELP	SEMA3G	SERPINE2	SLC15A3	SLC7A2	SMAD6	SOX17	SOX4	SRGN	SRP14	SRPX	SSTR1	STMN1	SULF1	TACC1	THSD7A	TIPARP	TM6SF1	TMEM120A	TMEM245	TOX2	TRABD2A	TSPAN2	TSPAN7	VEGFA	ZFAND5
TRAVAGLINI_LUNG_BASAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_BASAL_CELL	ABI3BP	ACTG1	ADH1C	AHCY	ALDH3A1	ALDH3A2	ALDH7A1	ANXA2	AOPEP	APOD	AQP3	ARG2	ARPC2	AXL	BASP1	BLCAP	BTF3	C1R	CALD1	CAPNS2	CCND2	CD177	CD9	CDH3	CDK4	CFH	CH25H	CLDN1	CLU	CNN2	CTSB	CYP24A1	DCN	DHRS3	DKK3	DLK2	DST	DUSP23	EEF1A1	EFNA5	EGFR	EIF1	EIF3M	EIF4B	EMP3	ENO1	EPAS1	ETS2	EYA2	F3	FAF1	FBLN1	FBXO32	FHL2	G0S2	GAPDH	GAS5	GLTP	GPC1	GPC3	GPR87	HAS3	HCAR2	HCAR3	HMGB3	HNRNPA1	HNRNPH1	IFI16	IFITM1	IGFBP2	IGFBP4	IGFBP6	IGFBP7	IKBIP	IL33	IMP3	IMPDH2	ISYNA1	ITGA2	ITGB4	JAM3	JUNB	KCNN4	KCTD1	KRT15	KRT17	KRT5	LAMB3	LDHA	LGALS1	LGALS7	LGALS7B	LMO4	LOXL4	LRRC8A	LTBP4	MARCKS	MIR205HG	MT2A	MYC	NACA	NAP1L1	NGFR	NPM1	NPM3	NSG1	OAT	PALLD	PDLIM1	PDPN	PER2	PERP	PGAM1	PKP1	PLP2	PRMT1	PRNP	RAB34	RAP2B	RASSF10	RGS12	RHOC	RPL10A	RPL12	RPL13	RPL13A	RPL13AP5	RPL14	RPL15	RPL23	RPL29	RPL3	RPL32	RPL4	RPL5	RPL6	RPL7	RPL8	RPL9	RPLP0	RPLP1	RPS11	RPS2	RPS3	RPS3A	RPS4X	RPS5	RPS6	RPS7	RPSA	S100A2	SERPINB5	SERPINF1	SFN	SH3BGRL3	SLC1A5	SLC38A2	SLC3A2	SLC43A3	SNCG	SNHG29	SOD3	SOX9	SPINK5	SPOCK3	SSPN	STK17A	SYT8	TACSTD2	TAGLN2	TCF4	TGFBI	THBD	TIMP1	TINAGL1	TLE3	TMEM237	TNS4	TP63	TPM2	TRPV4	TSC22D1	TUSC1	UBC	UGCG	VSNL1	YBX3	ZFP36L2
TRAVAGLINI_LUNG_BASOPHIL_MAST_1_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_BASOPHIL_MAST_1_CELL	ACER3	ACOT7	ACSL4	ADAM12	ADRB2	AHNAK2	AKAP13	AKAP5	AKIP1	ALAS1	ALDH1A1	ALOX5AP	ALS2	ANXA1	ANXA11	ANXA4	ANXA7	AP2M1	AREG	ARHGAP18	ARHGEF6	ARL2	ARMCX3	ASAH1	ASRGL1	ATP6V0A2	ATP6V1F	BACE2	BATF	BEX4	BHLHE40	BLVRA	BTK	C7orf50	CAPG	CATSPER1	CD22	CD33	CD44	CD59	CD63	CD69	CD82	CD9	CDK15	CHN2	CLU	CNIH1	CNRIP1	COBLL1	COL18A1	COX17	COX7A1	CPA3	CPEB4	CPM	CSF1	CSF2RB	CSTPP1	CTNNBL1	CTSD	CTSG	CTTNBP2	CYSTM1	DAD1	DHRS9	DLC1	DNAJC9	DUSP1	DUSP10	DUSP6	DYNLL1	DYNLT5	EGFL7	EGR1	EIF5	ENPP3	EPAS1	FAH	FCER1A	FER	FERMT2	FHL3	FOS	FOSB	FOXP1	FXYD5	GABPB1	GALC	GATA1	GATA2	GBE1	GCSAML	GLUL	GMPR	GNPTAB	GPR65	GPX4	GRAP2	GSTM3	H3-3B	HDC	HLTF	HPGD	HPGDS	HS3ST1	HS6ST1	HSD17B12	HSD17B4	HSP90AB1	IDS	IL18	IL18R1	IL1RL1	IL5RA	ING2	ITM2C	JUN	KCNH2	KIAA1549	KIF13B	KIT	KREMEN1	KRT1	KRT19	LAPTM4A	LAT2	LAX1	LDHB	LGALS3	LIF	LMNA	LMO4	LPCAT2	LTC4S	LXN	LYL1	MACIR	MAGED2	MAOB	MARCHF3	MAST4	MBOAT7	MEIS2	MITF	MLPH	MPP1	MS4A2	MYADM	MYB	NDFIP2	NDRG2	NDST2	NDUFA4	NDUFAF3	NENF	NFE2L3	NFKBIA	NFKBIZ	NHSL3	NMT2	NSMCE1	NSMCE1-DT	NTM	NTRK1	OSBPL8	P2RX1	P2RY14	PARVB	PBX1	PEBP1	PHF20	PIK3R6	PKIG	PLAT	PLGRKT	PLIN2	PMP22	PPP1R15A	PRDX1	PRDX6	PRKX	PRNP	PROCR	PROS1	PSMD1	PTGS1	PTGS2	RAB27B	RAB32	RAB34	RAB37	RAB38	RAC2	RALB	RARRES1	RENBP	RGS1	RGS10	RGS13	RGS2	RHBDD2	RHOBTB3	RHOH	RNF130	RPL36AL	RPS6KA5	SAMSN1	SCIN	SDSL	SEC22C	SEPTIN2	SERINC3	SERPINB1	SIGLEC17P	SIGLEC8	SLC11A2	SLC18A2	SLC1A5	SLC26A2	SLC27A2	SLC43A3	SLC44A1	SLC45A3	SMIM3	SMYD3	SNHG8	SNX5	SOCS1	SOX4	SPINT2	SQSTM1	SRGN	ST3GAL4	STAP1	STMN1	STOML2	STX3	STXBP6	SVOPL	SWAP70	SYTL3	TCEAL4	TDRD3	TESC	TESPA1	TFG	TIMP3	TM6SF1	TMEM154	TMEM176B	TMEM220	TMEM233	TMEM44	TMOD1	TNFRSF12A	TNFRSF21	TNFRSF4	TNIK	TPSAB1	TPSB2	TSC22D1	TSEN54	TSPAN4	TUBA1A	TUBB6	UMPS	VAT1	VIM	VMP1	VWA5A	WNK3	ZBTB20	ZBTB32	ZNF704	ZNRF1
TRAVAGLINI_LUNG_BASOPHIL_MAST_2_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_BASOPHIL_MAST_2_CELL	ABCA1	ABHD17B	ACOT7	ACSL4	ACVR1B	ADAM12	ADRB2	AGPS	AHR	ALDH1A1	ALG13	ALOX5	ALS2	ANKRD28	ANKRD37	ANKRD9	ANXA1	ANXA11	ANXA4	ANXA7	AP1S3	AP2M1	AP3S1	AREG	ARHGAP18	ARHGAP29	ARHGDIB	ARHGEF6	ARL2	ARMCX3	ASAH1	ASRGL1	ATG12	ATP6V0A2	B4GALT5	BABAM2	BACE2	BATF	BCAS2	BCL2A1	BCL3	BEX4	BHLHE40	BIRC3	BMP2K	BNIP3L	BTG2	BTG3	BTK	BTN2A2	BZW1	C12orf57	C17orf107	C21orf91	CALB2	CAMLG	CAPG	CATSPER1	CAVIN1	CAVIN2	CCL2	CCNH	CD22	CD33	CD44	CD63	CD69	CD82	CD83	CD9	CDC42EP3	CDCA7L	CDK15	CDKN1A	CFAP36	CHASERR	CHMP1B	CHPT1	CKLF	CLCN3	CLEC4OP	CLIC1	CLU	CNRIP1	COL13A1	COL18A1	COL9A2	COX17	COX7A1	CPA3	CPEB4	CPM	CRBN	CREM	CRLF2	CSDE1	CSF1	CSF2RB	CSRNP1	CSTPP1	CTNNB1	CTNNBL1	CTR9	CTSG	CYCS	CYSLTR1	CYSTM1	DAD1	DBI	DDAH2	DDIT4	DDX27	DDX3X	DDX5	DEXI	DHRS9	DLC1	DNAJA1	DNAJB14	DNAJB6	DNAJB9	DNAJC19	DUSP10	DUSP14	DUSP6	DYNLT3	DYNLT5	EGR1	EGR3	EHD1	EIF1AX	EIF1B	EIF3E	EIF4A3	EIF5	EIF5A	ELF1	ELL2	EMD	EMP3	ENPP3	ENSA	EPAS1	ERF	EXOSC8	FAH	FAM107B	FAM177A1	FCER1A	FDX1	FER	FERMT2	FOSB	FOSL2	FOXP1	FTH1	FTH1P3	FUNDC2	FXYD5	GABPB1	GABPB1-IT1	GADD45B	GALC	GALNT6	GATA1	GATA2	GBE1	GCSAML	GIHCG	GLUL	GMPR	GNA15	GNPTAB	GPAT4	GPBP1	GPR65	GRAP2	H3-3B	HAMP	HAX1	HBP1	HBS1L	HDC	HECW2-AS1	HEG1	HEXIM1	HEY1	HIF1A	HILPDA	HLTF	HMGN1	HNRNPA0	HNRNPA2B1	HNRNPA3	HNRNPH1	HNRNPH3	HNRNPK	HNRNPM	HNRNPU	HPGD	HPGDS	HS3ST1	HS6ST1	HSD17B12	HSD17B4	HSP90AB1	HSPA5	HSPA9	ICAM1	ID2	IDS	IFITM10	IL13	IL18R1	IL1RL1	IL4R	IL5RA	ILF2	ITM2A	ITM2C	JMJD6	JUNB	JUND	KDM6B	KIT	KLF6	KLRG1	KMT2E	KRT19	LAPTM4A	LAT	LAT2	LAX1	LEO1	LGALS12	LIF	LINC01140	LINC02207	LINC03002	LMNA	LMNB1	LMO4	LPCAT2	LRP4	LRRC70	LTC4S	LXN	LYST	MACIR	MAFF	MAGED2	MALAT1	MAOB	MAP3K8	MAPK6	MAPRE1	MAPRE3	MARCHF3	MAST4	MAT2A	MBOAT7	MCL1	MCTP1	MEIS2	METTL21A	MIR202HG	MIR23AHG	MIR4435-2HG	MITF	MLF1	MLPH	MORF4L1	MORF4L2	MRPL32	MRPL33	MS4A2	MSRA	MTFR1L	MYADM	MYO5C	NDEL1	NDFIP2	NDRG2	NDST2	NDUFA4	NEDD9	NFATC1	NFE2L2	NFE2L3	NFKB1	NFKB2	NFKBIA	NFKBIB	NFKBID	NFKBIZ	NICOL1	NINJ1	NME4	NMT2	NR4A1	NR4A2	NR4A3	NSMCE1	NSMCE1-DT	NTM	NTRK1	NXT1	OAZ2	OSBPL8	P2RX1	P2RY14	PAG1	PAK1	PALLD	PAPOLA	PBX1	PDCD4	PDCL3	PDE4A	PDLIM5	PEBP1	PHF20	PIGA	PIK3R6	PIM3	PKIG	PLAT	PLAUR	PLEKHF2	PLIN2	PLK3	PLPP1	PMP22	PNPLA8	POLR1F	POLR2K	PPP1CB	PPP1R15A	PPP1R15B	PPP3CA	PRDX1	PRDX6	PRG2	PRKAR1A	PRKCA	PRKX	PRNP	PROCR	PRPSAP2	PRXL2C	PTAFR	PTGS1	PTGS2	PTMA	RAB27B	RAB32	RAB34	RAB37	RALB	RARRES1	RASGEF1B	RASSF5	RBBP8	RBM39	RBM8A	RBMX	REL	RELB	RENBP	RGS1	RGS13	RGS2	RHBDD2	RHEX	RHOBTB3	RHOH	RILPL2	RNF145	RPL24	RPL34	RPL36AL	RPL37A	RPS4X	RPS6KA5	RTF2	SAMSN1	SBDS	SCIN	SDCBP	SEC22C	SELENOK	SELENOM	SEPTIN2	SERINC3	SERPINB1	SERPINB6	SERTAD1	SFPQ	SFT2D1	SGK1	SH3KBP1	SIGLEC17P	SIGLEC8	SIK1	SKIL	SLC11A2	SLC18A2	SLC1A5	SLC26A2	SLC2A3	SLC43A3	SLC44A1	SLC45A3	SMIM3	SMYD3	SNHG8	SNHG9	SNX5	SOCS1	SOCS2	SOCS3	SOX4	SPART	SPATA13	SPECC1	SPINT2	SQSTM1	SRGN	SRSF2	SRSF3	SRSF5	SRSF6	SRSF7	ST13	STARD10	STK17B	STMN1	STX11	STX3	STXBP6	SVIP	SVOPL	SWAP70	SYAP1	SYPL1	SYTL2	SYTL3	TAF7	TANK	TCEAL4	TDRD3	TENT5A	TESPA1	TFG	TGIF1	TIMP3	TIPARP	TLE3	TMEM176B	TMEM233	TMEM255B	TMEM88	TMEM91	TNFAIP3	TNFRSF4	TNFRSF9	TNFSF10	TNIK	TP53BP2	TPM1	TPM4	TPSAB1	TPSB2	TPSG1	TRAPPC2B	TRIM63	TSC22D1	TSEN54	TSPAN4	TSPYL1	TSPYL2	TUBA1A	U2AF1	UBA7	UBB	USP53	UTS2	VAPA	VAT1	VEGFA	VIM	VMP1	VPS37B	VWA5A	WDR45B	XIST	YWHAE	YWHAZ	ZBTB32	ZFP36	ZNF331	ZNF48	ZNF511
TRAVAGLINI_LUNG_BRONCHIAL_VESSEL_1_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_BRONCHIAL_VESSEL_1_CELL	ABCB1	ACKR1	ACTN1	ADAMTS1	ADAMTS4	ADAMTS9	ADGRL4	ADM5	ANGPT2	ANP32B	APOLD1	ARID5A	ARID5B	BACE2	BHLHE40	BZW2	C11orf96	C2CD4B	CCDC3	CCDC85B	CCN1	CCN2	CDA	CDC37	CDC42EP3	CDKN1A	CMAHP	CMIP	COL15A1	COTL1	CPXM2	CYYR1	DDX21	DIPK2B	DUSP23	EEF2	EGR1	EGR2	EGR3	EHD4	EIF3D	EIF3E	EIF3F	EIF3G	EIF4B	ENO1	ENPP2	EPS8	ETS2	EVL	FAM110D	FAM43A	FAU	FOXC1	FOXO1	GADD45A	GAS5	GASK1B	GJA1	GNL3	HAPLN3	HBEGF	HMGN1	HNRNPA1	HSP90AB1	HSPD1	HSPE1	HSPG2	IFITM1	IGFBP2	IGFBP7	IMPDH2	INHBB	INSR	ITPKC	LAPTM4B	LDHA	LGALS3	LITAF	LYRM1	MAT2A	MCTP1	MEF2C	MGLL	MGP	MLEC	MPZL2	MTHFD2	MYC	MYL9	NACA	NCOA7	NDRG1	NET1	NHP2	NME1	NNMT	NOP16	NPM1	NR4A2	NUAK1	OLFM1	PABPC1	PALMD	PCDH17	PFDN5	PFKP	PIM1	PITPNC1	PKP4	PLVAP	PNP	POLE4	POSTN	PPP3CA	PRDX4	PRDX6	PTMA	PTMS	RBP7	RCAN1	RDX	RELL1	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL13AP5	RPL14	RPL15	RPL18	RPL18A	RPL19	RPL21	RPL22	RPL22L1	RPL23	RPL23A	RPL24	RPL26	RPL27	RPL27A	RPL28	RPL29	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL36	RPL37	RPL37A	RPL38	RPL39	RPL4	RPL41	RPL5	RPL6	RPL7	RPL8	RPLP0	RPLP1	RPLP2	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS16	RPS19	RPS2	RPS20	RPS21	RPS23	RPS24	RPS27	RPS27A	RPS28	RPS29	RPS3	RPS3A	RPS4X	RPS5	RPS6	RPS7	RPS8	RPSA	RPSA2	RSL1D1	RSL24D1	RUNDC3B	SEMA6B	SERBP1	SLC25A5	SNHG16	SNRPD1	SNRPE	SOCS3	SPARCL1	SPP1	SPRY1	SWAP70	TAGLN	TESC	THBS1	TM4SF18	TMEM70	TPT1	TRIB1	TSPAN13	UBA52	UGCG	UPP1	UQCRB	UXT	VWA1	ZFAND5	ZFAS1	ZFP36L2	ZNF385D
TRAVAGLINI_LUNG_BRONCHIAL_VESSEL_2_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_BRONCHIAL_VESSEL_2_CELL	A2M	ABCB1	ABL2	ACTB	ACTG1	ADAMTS1	ADAMTS9	ADM	ADRB1	AHR	APOL4	APOLD1	ARF4	ARF6	ARID5A	ATF3	ATP1B3	B3GNT5	BAG3	BCL10	BEX5	BHLHE40	BMP6	BTG2	BZW1	C11orf91	C11orf96	C1orf52	C1orf54	C1orf56	CCN1	CCN2	CCNL1	CD200	CD300LG	CD34	CD36	CDC42EP1	CDC42EP3	CDC42SE1	CDK17	CDKN1A	CEBPD	CFAP20	CLEC14A	CLIC4	COL15A1	COL4A1	COQ10B	COX17	CP	CRHBP	CSRNP1	CTNNB1	CXCL12	CYCS	CYP51A1	CYTH2	CYYR1	DCAF13	DDX21	DDX3X	DDX5	DIPK2B	DLC1	DNAJA1	DNTTIP2	EGR1	EGR3	EIF1	EIF3I	EIF3J	EIF4G2	ELF1	ELOC	EMP1	ENPP2	ESAM	ETS2	ETV6	F8	FAM110D	FAM133B	FAM13C	FAM43A	FMO2	FN1	FOSB	FOSL2	FUS	GADD45B	GJA1	GNAI3	GTF2B	H2AZ1	H3-3B	H3P6	HBEGF	HNRNPA1	HNRNPA2B1	HNRNPDL	HNRNPF	HNRNPH1	HNRNPM	HSP90AB1	HSPA8	IDI1	IFI16	IFI6	IFIT1	IFIT3	IFITM1	IFITM2	IFITM3	IGLL5	ILF2	INSIG1	IRF1	IRF2BPL	IRF7	ITM2A	ITPRIP	IVNS1ABP	JMJD1C	JUNB	KDM6B	KLF10	LDHA	LDLR	LMCD1	LMNA	LPAR6	LRRC32	LYZ	MAFF	MAGOH	MAT2A	MCL1	MEF2C	MGLL	MIDN	MIR22HG	MLEC	MRPL33	MSX1	MT2A	MX1	MYC	MYCT1	MYL9	NAMPT	NEDD9	NFE2L2	NIP7	NNMT	NPM1	NR4A1	NR4A2	PALMD	PCDH17	PER2	PFDN2	PFKFB3	PGK1	PICALM	PIM1	PISD	PLAUR	PLEKHF2	PLPP3	PLSCR1	PNP	POMP	PPP1R14A	PRDM1	RAB20	RAB5A	RAP1B	RAPGEF4	RASGRP3	RBM7	RBM8A	RBMX	RBP7	RBPMS	RCAN1	RDX	RGCC	RGS1	RND3	RNF122	RNF138	RPIA	RPL17	RPS10	RRP7A	RSL24D1	RUNDC3B	SAR1A	SARAF	SCGB3A2	SDCBP	SDE2	SERPINH1	SERTAD1	SERTAD3	SFPQ	SFTPC	SIK1	SLC25A25	SLC25A5	SLC2A3	SMU1	SNAI1	SNRPB2	SNRPD1	SNX3	SOCS2	SOCS3	SOS1	SOX17	SPARCL1	SPRY1	SRGN	SRSF3	SRSF5	SRSF6	SRSF7	STARD4	STC2	STOM	STX12	SUB1	SWAP70	TAF7	TAP1	TCF4	TFPI2	THBD	TM4SF1	TM4SF18	TMEM70	TMSB15A	TNFRSF12A	TPD52	TPM4	TPSAB1	TRIB1	TSC22D1	TSC22D2	TSPAN13	TUBA1B	TUBB4B	U2AF1	UAP1	UBC	UBE2D3	UBE2J1	UGCG	ULBP2	VASP	VWA1	WARS1	WSB1	XIST	YBX3	YWHAH	ZC3HAV1	ZFAND5	ZFP36	ZNF593	ZYX
TRAVAGLINI_LUNG_B_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_B_CELL	ADAM19	ADAM28	ADK	AFF3	ARHGAP24	ARID5B	ATP2A3	BACH2	BANK1	BCL11A	BCL7A	BIRC3	BLK	BLNK	BLOC1S2	BTLA	C16orf74	CAMK1D	CAMK2D	CCDC50	CCR7	CD180	CD19	CD200	CD22	CD24	CD37	CD40	CD52	CD72	CD74	CD79A	CD79B	CDCA7L	CHMP7	CHPT1	CLECL1P	CXCR4	CXCR5	CXXC5	CYB561A3	DAPP1	DRAM2	DUSP22	EAF2	EBF1	EEF2	ELOVL5	EZR	FAM3C	FCER2	FCGR2B	FCMR	FCRL1	FCRL2	FCRLA	FGD2	GGA2	GNG7	GUCD1	HHEX	HIP1R	HSH2D	HVCN1	IFT57	IKZF3	IL4R	IRF8	ITSN2	KIAA0040	KLHL5	LAPTM5	LBH	LIMD2	LINC00926	LINC01215	LY86	MARCHF1	MBD4	MEF2C	MS4A1	MYCBP2	NAPSB	NCF1	NCOA3	NIBAN3	NUP88	ORAI2	OSBPL10	P2RX5	P2RY10	PARP1	PAX5	PDLIM1	PKIG	PLAC8	PLCG2	PLEKHF2	PNOC	POLD4	POU2AF1	POU2F2	PPM1K	PRKCB	PTPN6	QRSL1	RALGPS2	RASGRP2	RASGRP3	RB1	RCSD1	RPL15	RPL18	RPL8	RPLP0	RPS23	RPS5	RRAS2	SCIMP	SEL1L3	SELL	SEMA4B	SESN1	SMC6	SMCHD1	SMIM14	SNX2	SNX22	SP100	SP110	SP140	SPIB	ST6GAL1	STAP1	STRBP	STX7	SWAP70	SYPL1	TCF4	TCL1A	TLE1	TLR10	TMEM154	TMEM156	TMEM243	TMT1A	TNFRSF13B	TNFRSF13C	TPD52	TRAF5	TSPAN13	TXNIP	VPREB3	ZBTB20	ZCCHC7
TRAVAGLINI_LUNG_CAPILLARY_AEROCYTE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CAPILLARY_AEROCYTE_CELL	ADGRL2	AQP1	B2M	B3GALNT1	CA4	CD74	CD83	CYP3A5	DHRS7	EDNRB	EMCN	EMP2	EXPH5	F3	GNG11	GPX1	GPX3	HOPX	HPGD	ICAM2	IL1RL1	IL32	INMT	ITM2B	LGALS1	PRKCE	PRX	RNF24	RTN1	S100A3	S100A4	S100A6	SERPINE1	SLC12A2	SLC14A1	SOSTDC1	SPARC	TBX2	TGFBR3	TUBA1A	UBB	VIPR1
TRAVAGLINI_LUNG_CAPILLARY_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CAPILLARY_CELL	BTNL9	CA4	CD36	DUSP6	EDN1	FCN3	IL7R	KIAA1217	NTRK2	RGCC	RNASE1	RNF144B	SLC6A4	TNFSF10
TRAVAGLINI_LUNG_CAPILLARY_INTERMEDIATE_1_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CAPILLARY_INTERMEDIATE_1_CELL	ACE	ACVRL1	ADGRF5	ADGRL2	AFF3	ANXA1	ANXA3	AQP1	ATP2B4	B3GALNT1	BAIAP2	CA2	CA4	CCND3	CD14	CD74	CD82	CD83	CDH5	CDKN2B	CHST2	CMTM3	CNN3	CSF1	CX3CL1	CYP3A5	DENND2B	DISP1	DLGAP4	DNAJB1	DNAJC1	DOCK9	EDIL3	EDN2	EDNRB	EFNB1	EMCN	EMP2	ESAM	EXPH5	F2RL3	FAXDC2	FENDRR	FHL1	FKBP5	FMNL2	FNBP1L	FOXF1	FRY	FZD4	GALNT18	GPX1	GPX3	HECW2	HLA-B	HLA-DQA1	HLA-DQB1	HLA-DRB1	HLA-DRB5	HOPX	HPGD	HSPB8	IBA57	ICAM1	ICAM2	IFNGR1	IL15RA	IL1RL1	IL32	IL7R	IRF1	ISG20	ITGA1	ITGA3	ITGA5	JAM3	KCNQ1OT1	KIAA1217	KLF7	MBOAT2	MEF2A	MTSS1	MXD4	MYADM	MYLK	MYO6	NCALD	NEDD9	NTN4	NUAK2	PALD1	PAPSS2	PCDH1	PCDH12	PDGFB	PDLIM1	PHLDA1	PHLDB1	PIK3IP1	PLAGL1	PLAU	PLEKHG1	PLIN2	PPP1R15A	PPP3CC	PREX1	PRKCE	PRX	RAPGEF5	RASAL2	RCSD1	RGCC	RNASET2	RPN1	RRAS	RSRP1	RTN4	S100A3	S100A4	SAMD9L	SERPINB1	SERPINB6	SERPINE1	SGK1	SH2D3C	SLC14A1	SLCO3A1	SLCO4A1	SOSTDC1	SPARC	STC1	STX11	STXBP6	SYNGR2	TBX2	TBX3	TBXAS1	TGFBR3	TIMP3	TINAGL1	TMEM100	TMEM204	TMEM51	TNFRSF1A	TNIP1	TSC22D3	TSPAN12	TSPAN15	TUBA1A	TYMP	UBC	VAT1	VIPR1	WASF2	WFDC1	ZDHHC14	ZFP36L1	ZNF331
TRAVAGLINI_LUNG_CAPILLARY_INTERMEDIATE_2_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CAPILLARY_INTERMEDIATE_2_CELL	ADIPOR2	ADIRF	AKR1C3	ANAPC13	ANAPC16	ANP32A	ANP32B	ANP32E	AP3S1	APOL3	ARHGAP18	ARHGEF12	ARL2	ARL2BP	ARMCX3	ARPC1A	ARPC2	ARPP19	ARRDC2	ATOX1	ATP2C1	ATP5F1E	ATP5IF1	ATP5ME	ATP5MJ	ATP5MK	ATP5PD	ATP5PF	ATRX	B2M	BAALC	BAG1	BBLN	BCL6B	BLOC1S1	BNIP3	BRK1	BTN3A1	BTN3A3	BUD31	C1orf115	C1orf54	C22orf39	C4orf3	C7orf50	C9orf78	CALM1	CALM3	CALR	CAPN2	CAPZA2	CARD16	CARHSP1	CAVIN1	CAVIN2	CCDC25	CCDC69	CCDC82	CCL20	CCND1	CCND3	CCNI	CDC25B	CDC26	CETN2	CFAP36	CFDP1	CHCHD7	CHMP2A	CHMP5	CLTB	CMPK1	COMMD6	COPS9	COX17	COX4I1	COX6B1	COX6C	COX7A1	COX7A2	COX7C	CPNE2	CSDE1	CSTB	CYB5A	DAZAP2	DBI	DCTN1	DDAH2	DDIT4	DPYSL2	DPYSL3	DYNC1LI2	DYNLRB1	DYNLT1	DYNLT3	EEF1A1	EGFL7	EI24	EIF4EBP2	EIF5B	ELOB	EMP3	ENSA	EPAS1	EPB41L2	ERGIC2	FAM107A	FAM204A	FAU	FBXO21	FCN3	FGD5-AS1	FIS1	FKBP1A	FKBP5	FKBP8	FNBP1L	FOXN3	FTH1	FTL	FYTTD1	GABARAP	GATA2-AS1	GBP3	GIMAP4	GIMAP6	GMFG	GNG5	GOLGA4	GPBP1L1	GPIHBP1	GPX1	GPX4	GRK5	GTF3A	GUK1	GYPC	H2AZ2	HLA-DPB1	HLA-DQA1	HLA-DQA2	HLA-DQB1	HLA-DRA	HMGB1	HMGN2	HNRNPA3	HNRNPH3	HNRNPM	HPCAL1	HPGD	HSBP1	HSPA12B	HTATIP2	IFI27	IFI27L2	IFI6	IFITM2	IFITM3	IK	IL32	IL7R	IRF1-AS1	ISCU	ITGB1	JCAD	KIF1C	KIF5B	KLHL5	KTN1	LAMTOR1	LARP7	LGALS1	LHFPL6	LRCH1	LSM3	MAFF	MAP4	MAPRE1	MBP	MED28	MKRN1	MMP24OS	MOCS2	MORF4L1	MPG	MRFAP1	MRPL33	MRPS18B	MRPS18C	MT1E	MT1L	MT1M	MT2A	MTIF3	MXRA7	MYH9	MYL12A	MYL6	MYL9	MYLK	MYZAP	NAA38	NAP1L1	NDEL1	NDRG2	NDUFA12	NDUFA13	NDUFA2	NDUFA3	NDUFA4	NDUFB1	NDUFB4	NDUFB9	NDUFS5	NDUFS6	NEDD8	NGRN	NHERF2	NOSTRIN	NSRP1	NUCB2	OAZ1	OPTN	OST4	OTUD6B-AS1	PAK2	PAK4	PCAT19	PCGF5	PCNP	PCTP	PDAP1	PDLIM2	PEA15	PET100	PFDN5	PHACTR2	PIN4	PINK1	PKIG	PLGRKT	POLR2F	POLR2L	POLR3GL	POMP	PPIA	PPP1R11	PPP2R5A	PRDX5	PRMT1	PRX	PSIP1	PSMA6	PSMB9	PSME1	PSME2	PSME3IP1	PTMA	PTMS	PTP4A3	PTPRN2	R3HCC1	RAB13	RALA	RAP1A	RBM17	RBX1	RCSD1	RFLNB	RGCC	RHOA	RNF11	RNF115	RNF181	ROMO1	RPL22	RPL23	RPL27	RPL27A	RPL30	RPL31	RPL34	RPL35	RPL36AL	RPL37	RPL37A	RPL38	RPL39	RPL41	RPLP1	RPLP2	RPS11	RPS12	RPS19BP1	RPS20	RPS21	RPS24	RPS25	RPS26	RPS27	RPS27A	RPS27L	RPS28	RPS29	RPS4Y1	RPS7	RTF2	RWDD1	S100A10	S100A13	S100A3	S100A4	S100A6	SAP18	SCGB1A1	SCGB3A1	SEC14L1	SEC61G	SEC62	SELENOK	SELENOW	SEPTIN2	SEPTIN7	SERF2	SERINC1	SERPINB6	SET	SH3BGRL	SH3BGRL3	SH3BP5	SH3D19	SLC14A1	SLIRP	SLU7	SNHG32	SNHG6	SNRPD2	SNX5	SPARC	SPOP	SPTBN1	SRP9	SRSF4	SSU72	STXBP6	SUMO2	SUMO3	SVIP	SYF2	SYNJ2BP	SYNPO	SZRD1	TADA3	TAF15	TAGLN	TCEAL3	TCIM	TLE5	TMA7	TMEM100	TMEM126B	TMEM204	TMEM219	TMEM230	TMSB10	TMSB4X	TNFSF12	TNIP1	TOMM7	TP53TG1	TPM1	TPM3	TPM4	TPR	TPT1	TRAPPC1	TRIR	TSR2	TTC1	TUSC2	UACA	UBA52	UBE2E1	UBE2L3	UBE2L6	UBE2Q2	UBL5	UQCR10	UQCR11	UQCRB	UQCRQ	VAMP3	VAMP5	VAMP8	WASHC2A	WBP11	WDR45B	WFDC1	YBX1	YWHAE	ZBTB8OS	ZC3H13	ZEB1	ZNF667-AS1
TRAVAGLINI_LUNG_CD4_MEMORY_EFFECTOR_T_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CD4_MEMORY_EFFECTOR_T_CELL	ARHGAP15	BCL11B	CAPN2	CCR6	CD2	CD28	CD3D	CD3E	CD40LG	CD5	CD52	CD6	CD96	CDC14A	CLEC2D	CNN2	CORO1A	CRIP2	CTLA4	ETS1	EVL	GIMAP7	GPR183	GSTK1	HINT1	HLA-A	HNRNPLL	HSPA8	ICAM3	ICOS	IFITM1	IL10RA	IL2RG	IL32	IL7R	INPP4B	ITGB1	ITK	LCK	LDHB	LEF1	LINC00892	MIAT	PBXIP1	PCED1B-AS1	PRDM1	RASGRP1	RCAN3	RORA	RPL13A	RPL23A	RPS27	RPS29	RPS3	SARAF	SEPTIN1	SIT1	SKAP1	SLAMF1	SLC38A1	SLFN5	SPOCK2	SUSD3	SYNE2	TMEM123	TNFRSF25	TRADD	TRAF3IP3	TRAT1	TTC39C	TXNIP
TRAVAGLINI_LUNG_CD4_NAIVE_T_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CD4_NAIVE_T_CELL	AAK1	ABLIM1	ADTRP	AQP3	BCL11B	CCR7	CD27	CD3D	CD3E	CD6	CHMP7	CMPK1	DGKA	DPP4	EEF1A1	EEIG1	EPHX2	FCMR	FHIT	GIMAP4	GIMAP7	IFITM1	IL32	IL6ST	IL7R	INPP4B	ITK	LCK	LDHB	LDLRAP1	LEF1	LINC00861	MAL	MYC	NDFIP1	NELL2	NOSIP	NPM1	OXNAD1	PASK	PCED1B	PCED1B-AS1	PIK3IP1	PIM1	PIM2	PRKCA	PRKCQ-AS1	RCAN3	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL13AP5	RPL14	RPL15	RPL18	RPL18A	RPL19	RPL23	RPL23A	RPL24	RPL26	RPL27	RPL27A	RPL28	RPL29	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL36	RPL37	RPL37A	RPL38	RPL39	RPL4	RPL41	RPL5	RPL6	RPL7	RPL8	RPLP0	RPLP1	RPLP2	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS16	RPS19	RPS2	RPS20	RPS21	RPS23	RPS27	RPS27A	RPS28	RPS29	RPS3	RPS3A	RPS5	RPS6	RPS7	RPS8	SARAF	SATB1	SELL	SEPTIN1	SERINC5	SNHG3	SNHG5	SPOCK2	STMN3	SUSD3	TC2N	TCF7	TESPA1	THEM4	TLE5	TMC8	TNFRSF25	TRABD2A	TRAF3IP3	TRAT1	TXK	TXNIP
TRAVAGLINI_LUNG_CD8_MEMORY_EFFECTOR_T_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CD8_MEMORY_EFFECTOR_T_CELL	CCL5	CD3D	CD3G	CD8A	CD8B	CDC42SE2	CMC1	CXCR6	DUSP2	FYN	GZMK	IKZF3	IL32	IL7R	LINC00861	MALAT1	PIP4K2A	PRDM1	PYHIN1	RPL23A	RPL30	RPL31	RPS14	RPS25	RPS27	RPS29	SH2D1A	SYNE2	TC2N
TRAVAGLINI_LUNG_CD8_NAIVE_T_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CD8_NAIVE_T_CELL	AAK1	ABHD17A	ADGRG1	AKNA	ANXA6	APMAP	APOBEC3G	ARL4C	ARPC5L	B2M	BCL11B	BIN1	BTN3A1	BTN3A2	C12orf75	C1orf21	CALM1	CAPN2	CCL5	CCND2	CCND3	CD2	CD3D	CD3E	CD3G	CD7	CD8A	CD8B	CD96	CDC25B	CDC42SE2	CHST12	CMC1	CNOT6L	CRTAM	CST7	CTSW	CX3CR1	EMB	EOMES	ETS1	F2R	FCRL6	FGFBP2	FYN	GFI1	GNG2	GNLY	GZMA	GZMB	GZMH	GZMM	HCST	HLA-A	HLA-B	HLA-F	IFITM1	IKZF3	IL10RA	IL12RB1	IL32	IRF1-AS1	ISG20	ITGAL	ITGB2	ITK	KLF2	KLRD1	KLRF1	KLRG1	LAG3	LCK	LSP1	LYAR	MALAT1	MATK	MBP	MIAT	MYL12A	MYO1G	NHERF1	NKG7	OPTN	PFN1	PIP4K2A	PLAAT4	PLEKHF1	PPP2R5C	PRDM1	PRF1	PRKACB	PRKCH	PRSS23	PTGDR	PTP4A2	PTPN4	PYHIN1	RAB27A	RAP1B	RASAL3	RNF125	RORA	RPL23A	RPL27A	RPS27	RPS3	RPS4Y1	RUNX3	S1PR4	S1PR5	SAMD3	SEPTIN1	SH2D1A	SH2D2A	SIGIRR	SKAP1	SLA2	SLAMF6	SLFN5	SPN	SPOCK2	SPON2	SSBP4	STAT4	SUN2	SYNE1	SYNE2	SYNGR1	SYTL3	TBC1D10C	TBX21	TC2N	TGFBR3	TIGIT	TLE5	TOB1	TPST2	TRG-AS1	TSEN54	TTC38	TUBA4A	ZAP70	ZBTB38	ZFP36L2
TRAVAGLINI_LUNG_CILIATED_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CILIATED_CELL	ABCA13	ABHD11	ABI2	ABITRAM	ACAP1	ACYP1	ADGB	ADGRE5	ADSS1	AGBL4	AGR2	AGR3	AGTRAP	AHNAK2	AHSA1	AIG1	AK7	AK8	AK9	AKAP14	AKAP9	AKNA	AKR1C3	AKR7A2	ALDH1A1	ALDH3A1	ALDH3B1	ALMS1	ALOX15	AMPD3	AMZ2	ANAPC4	ANAPC5	ANG	ANKMY1	ANKRD26	ANKRD37	ANKRD42	ANKRD45	ANKRD54	ANKRD65	ANKRD66	ANKUB1	ANKZF1	ANXA1	ANXA11	ANXA2	ANXA4	ANXA5	AP3M2	APBB1	APH1B	APOBEC4	APOO	APPL2	ARB2A	ARHGAP18	ARHGAP39	ARL13B	ARL3	ARL4A	ARL6	ARMC2	ARMC3	ARMC9	ASL	ATP6AP1	ATP6V0D1	ATP6V1D	ATP9A	ATXN7L3B	AZI2	AZIN1	B3GNT5	B3GNT7	B9D1	B9D2	BACE2	BAIAP2	BAIAP2L1	BAIAP3	BANF1	BASP1	BBC3	BBIP1	BBS2	BBS4	BBS5	BBS9	BCAS1	BCAS3	BCL2L1	BCO2	BHLHE41	BICC1	BICDL3P	BIN3	BPHL	BUD31	C10orf67	C10orf95	C11orf16	C11orf97	C12orf75	C1orf141	C1orf87	C20orf96	C21orf58	C22orf15	C22orf23	C2orf73	C2orf81	C4orf3	C5AR1	C5orf15	C6	C6orf118	C6orf132	C6orf52	C7orf57	C8orf34	C9orf72	CABIN1	CACNG6	CALM1	CALM2	CALM3	CAPS	CAPS2	CAPSL	CARS1	CASC2	CATIP	CATSPERD	CBY1	CC2D2A	CCDC113	CCDC138	CCDC146	CCDC148	CCDC153	CCDC157	CCDC17	CCDC170	CCDC181	CCDC184	CCDC24	CCDC28A	CCDC30	CCDC33	CCDC34	CCDC39	CCDC40	CCDC60	CCDC65	CCDC66	CCDC69	CCDC74A	CCDC74B	CCDC78	CCDC80	CCDC81	CCDC82	CCDC88B	CCDC88C	CCDC89	CCDC96	CCN2	CCNA1	CCNDBP1	CCP110	CD164	CD164L2	CD24	CD4	CD59	CDC14A	CDC14B	CDC16	CDC42EP3	CDHR3	CDHR4	CDKL1	CDKN1A	CDKN2A	CDKN2D	CDS1	CENPBD2P	CENPM	CEP126	CEP162	CEP164	CEP19	CEP290	CEP41	CEP43	CEP83	CEP89	CEP97	CERKL	CES1	CES4A	CETN2	CFAP107	CFAP141	CFAP144	CFAP20	CFAP210	CFAP221	CFAP251	CFAP276	CFAP36	CFAP43	CFAP44	CFAP45	CFAP46	CFAP47	CFAP52	CFAP53	CFAP54	CFAP57	CFAP58	CFAP61	CFAP69	CFAP70	CFAP74	CFAP90	CFAP91	CFAP95	CFAP96	CFDP1	CHCHD5	CHCHD6	CHIC2	CHMP2A	CHMP2B	CHMP5	CHST6	CHST9	CHURC1	CIB1	CIBAR2	CIMAP1B	CIMAP3	CIMIP1	CIMIP2B	CIMIP2C	CIPC	CIR1	CKB	CLDN1	CLDN16	CLDN3	CLDN8	CLGN	CLHC1	CLIC6	CLMN	CLSTN1	CLTA	CLUAP1	CLXN	CMTM6	CNDP2	CNIH2	CNPY3	CNTD1	CNTN5	CNTRL	COA3	COBL	COG7	COL21A1	COPRS	COQ10A	COQ4	CRACDL	CRISP2	CRISPLD1	CRLF1	CRNDE	CROCC	CSNK1G1	CSNK1G2	CSPP1	CST6	CSTB	CSTPP1	CTBP2	CTSL	CTSS	CTXN1	CWH43	CYB561	CYB5R1	CYGB	CYP27A1	CYP4X1	CYSTM1	CYTH2	DALRD3	DAPP1	DAW1	DCDC2	DCDC2B	DDX3Y	DEGS2	DENND6B	DGKH	DICER1-AS1	DIXDC1	DLEC1	DMD	DMKN	DNAAF1	DNAAF10	DNAAF11	DNAAF3	DNAAF5	DNAAF6	DNAAF8	DNAH1	DNAH10	DNAH11	DNAH12	DNAH2	DNAH3	DNAH5	DNAH6	DNAH7	DNAH9	DNAI1	DNAI2	DNAI3	DNAI4	DNAI7	DNAJA1	DNAJA4	DNAJB13	DNAJB6	DNAJC10	DNAJC16	DNAL1	DNAL4	DNALI1	DNER	DNPH1	DNTTIP1	DOC2A	DPCD	DPY30	DRAM2	DRC1	DRC7	DSP	DSTN	DTHD1	DTX2	DTX3	DUSP18	DUSP4	DYDC1	DYDC2	DYNC2H1	DYNC2I1	DYNC2I2	DYNC2LI1	DYNLL1	DYNLRB1	DYNLRB2	DYNLT1	DYNLT2B	DYNLT4	DYNLT5	DZANK1	DZIP1	DZIP1L	DZIP3	EBNA1BP2	ECI2	ECRG4	ECT2L	EFCAB10	EFCAB11	EFCAB12	EFCAB2	EFCAB6	EFHB	EFHC1	EFHC2	EFHD2	ELF3	ELK3	ENAH	ENDOG	ENKD1	ENKUR	ENO4	ENOSF1	ENPP5	EP300-AS1	EPB41L4B	EPPIN	EPPK1	ERGIC3	ERICH2	ERICH3	ERICH5	ERICH6-AS1	ESPN	ETNK1	ETV6	EVA1C	EVI5	EZR	FABP6	FAIM	FAM161A	FAM174A	FAM216B	FAM221A	FAM227A	FAM229B	FAM47E	FAM81B	FANCF	FANK1	FBXL13	FBXO15	FBXO36	FBXW9	FDFT1	FDXR	FGF14	FHAD1	FLACC1	FOCAD	FOXJ1	FSD1L	FSTL1	FTH1	FTO	FUZ	GABPB1-AS1	GADD45A	GALC	GALK2	GALNS	GAS2L2	GAS7	GAS8	GBP1	GBP3	GCC2	GCLM	GET1	GFOD2	GIPR	GLB1L	GLB1L2	GLIPR2	GLT8D1	GLUL	GLYR1	GNA14	GNAI2	GOLGA2P5	GOLGA2P7	GOLM2	GOLPH3L	GPC3	GPR162	GPX2	GPX4	GRIN3B	GSN	GSTA1	GSTA2	GSTA3	GSTP1	H1-2	H2AJ	H2BC5	HACD4	HADH	HAGH	HAGHL	HES2	HHLA2	HIBADH	HIPK1	HMGB2	HMGN2	HMGN3	HMGN5	HNRNPF	HOATZ	HSBP1	HSD11B1L	HSP90AA1	HSPA8	HSPBP1	HSPD1	HSPH1	HYDIN	ICA1L	ICMT	IDH2	IFI44L	IFI6	IFT122	IFT140	IFT172	IFT20	IFT22	IFT25	IFT27	IFT43	IFT46	IFT52	IFT56	IFT57	IFT70B	IFT74	IFT80	IFT81	IFT88	IFTAP	IGF2BP2	IGFBP5	IGFBP7	IK	IL20RA	IL5RA	IL7	INHBB	INTS10	INTU	IQCA1	IQCB1	IQCD	IQCE	IQCG	IQCH	IQCK	IQGAP2	IQUB	IRF2	ISCA2	ITGB8	JKAMP	JOSD2	KATNAL2	KATNB1	KATNIP	KCNE1	KCNH3	KCNN3	KCNRG	KCTD12	KDM1B	KIAA0232	KIAA2012	KIF19	KIF21A	KIF27	KIF2A	KIF3A	KIF3B	KIF9	KIFAP3	KLHDC9	KLHL13	KLHL32	KLHL6	KNDC1	KRT42P	KRT80	LAMC2	LAP3	LBH	LCA5	LCA5L	LDLRAD1	LDLRAD4	LEKR1	LGALS1	LIMK2	LINC00467	LINC01571	LITAF	LKAAEAR1	LMLN	LMNTD1	LMO2	LRGUK	LRP11	LRRC10B	LRRC18	LRRC23	LRRC26	LRRC27	LRRC34	LRRC4	LRRC45	LRRC46	LRRC49	LRRC56	LRRC61	LRRC71	LRRC73	LRRC74B	LRRIQ1	LRTOMT	LRWD1	LSM4	LXN	LYPLA2	LZTFL1	MAGIX	MAILR	MAK	MAOB	MAP1A	MAP1B	MAP3K19	MAP6	MAP9	MAPK10	MAPRE3	MARCHF10	MARCKS	MAT2B	MCAT	MDH1	MDH1B	MDM1	MEAF6	MED25	MED31	MEIG1	METRN	MFSD10	MGMT	MGST3	MICOS13	MIPEP	MKS1	MLF1	MNAT1	MNS1	MOK	MORF4L2	MORN1	MORN2	MORN3	MORN5	MPC2	MPDZ	MRPL23	MRPL40	MRPL41	MRPS31	MS4A8	MSH3	MSRB1	MTF1	MTSS2	MUC12	MUC15	MUC4	MYB	MYEF2	MYG1	MYO1E	MZF1	NAA20	NAA35	NANS	NAP1L1	NAT1	NAT14	NCS1	NDUFAB1	NDUFAF3	NEK1	NEK10	NEK11	NEK4	NEK5	NELL2	NGRN	NHLRC4	NICOL1	NME5	NME7	NOP56	NPHP1	NQO1	NRAV	NSMCE1	NSUN7	NT5C3A	NUCB2	NUDC	NUDT14	NUDT7	NWD1	OAS2	OCEL1	ODAD1	ODAD2	ODAD3	ODAD4	ODF2	ODF2L	OMA1	OR7E37P	ORAI2	ORMDL2	OSBPL3	OSBPL6	OSCP1	OXTR	P4HA2	P4HTM	PACRG	PAIP2	PAIP2B	PALMD	PAPOLA	PAPSS1	PCAT19	PCM1	PCSK1N	PCYT2	PDK4	PDLIM4	PEX6	PFDN5	PFN2	PGAP1	PGM2L1	PHTF1	PIBF1	PIERCE1	PIERCE2	PIGQ	PIGT	PIH1D2	PIN1	PIP	PITPNM1	PKIG	PLAAT3	PLAC8	PLCH1	PLEKHB1	PLEKHG7	PLEKHS1	PLIN3	PLSCR1	PLTP	PLXNB1	PLXNB2	PNMA1	POFUT2	POLD2	POLD3	POLR2I	POU2AF2	POU2AF3	PPID	PPIE	PPIL6	PPME1	PPOX	PPP1CB	PPP1R14C	PPP1R16A	PPP1R36	PPP1R42	PPP1R7	PPP4R3B	PRDX1	PRDX5	PROM1	PRPS1	PRR13	PRR15	PRR29	PRR7	PRRG4	PRRT3	PRSS12	PRUNE2	PSD3	PSENEN	PSMB5	PSMD10	PSMD4	PSMG3	PTGES3	PTPRN2	PTPRT	PXN	PYCR2	PZP	RAB28	RAB36	RABL2A	RABL2B	RALB	RAMP1	RARRES1	RBKS	RBM38	RCAN3	RFX2	RFX3	RGS22	RHBDD2	RHPN1	RHPN2	RIBC1	RIBC2	RIIAD1	RILPL2	RNF130	RNF32	RNPEP	ROPN1L	RP1	RPA2	RPA3	RPGR	RPGRIP1L	RPP38	RPS4Y1	RRAD	RRAGA	RRAGD	RRM2B	RSPH1	RSPH14	RSPH3	RSPH4A	RSPH9	RTP4	RUNDC1	RUVBL1	RUVBL2	S100A11	SANBR	SARAF	SAXO2	SAXO4	SCAMP4	SCARF2	SCCPDH	SCGB2A1	SCPEP1	SEC14L3	SEMA3C	SERPINB6	SFXN3	SGPL1	SHANK2	SHROOM3	SIGIRR	SIX1	SIX4	SLC12A7	SLC16A5	SLC22A23	SLC22A4	SLC25A14	SLC25A4	SLC27A2	SLC35A2	SLC44A4	SLCO3A1	SLFN13	SLFN5	SMAP2	SMIM14	SMIM19	SMIM22	SMIM5	SMIM6	SMKR1	SMPD2	SMYD2	SNHG10	SNTN	SNW1	SNX3	SNX7	SOAT1	SOD1	SORBS2	SOX2	SPA17	SPAG1	SPAG16	SPAG17	SPAG6	SPAG7	SPAG8	SPATA17	SPATA18	SPATA33	SPATA4	SPATA6	SPATA6L	SPATA7	SPATS1	SPATS2L	SPEF1	SPEF2	SPMIP6	SPON2	SPTBN1	SQLE	SRA1	SRD5A2	SRGAP3	SRI	SSB	SSBP3	SSBP4	ST6GALNAC2	STAM2	STEAP3	STING1	STK33	STK36	STMND1	STOM	STOML3	STOX1	STPG1	STRBP	STX2	STYXL1	SUDS3	SUGT1	SYNE1	SYNE2	SYS1	SYT8	SYTL1	SYTL2	SYTL3	TAT-AS1	TAX1BP1	TBC1D8	TBCB	TCTN1	TCTN2	TEKT1	TEKT2	TEKT3	TEKT4	TEX9	THADA	THNSL2	THYN1	TJP3	TMC4	TMC5	TMEM107	TMEM121	TMEM138	TMEM14B	TMEM154	TMEM190	TMEM212	TMEM218	TMEM231	TMEM232	TMEM254	TMEM45B	TMEM53	TMEM59	TMEM67	TMEM68	TMF1	TMT1A	TNFAIP8L1	TNFRSF19	TP53BP1	TP53INP1	TP53TG1	TP73	TPPP3	TPRG1L	TPST1	TRAF3IP1	TRAK1	TRIM29	TRIP13	TRNAU1AP	TSGA10	TSNAXIP1	TSPAN1	TSPAN19	TSPAN3	TSPAN6	TSPYL4	TSTD1	TTC12	TTC16	TTC21A	TTC21B	TTC29	TTC39C	TTC5	TTC8	TTC9	TTLL10	TTLL5	TTLL7	TUBA1A	TUBA4B	TUBB4B	TUBGCP2	TUFM	TULP3	TUSC2	TUSC3	UBAC1	UBB	UBE3D	UBXN10	UBXN11	UCKL1-AS1	UCP2	UFC1	UGDH	ULK4	UNC119B	UNC93B1	USP11	USP2	USP43	USP51	VCF2	VDAC3	VNN3P	VPS35	VRK3	VSTM2L	VWA3A	VWA3B	WARS1	WDR13	WDR19	WDR35	WDR38	WDR49	WDR54	WDR73	WDR86-AS1	WDR90	WDR93	WFDC21P	WFDC6	WLS	WRAP53	WWC1	XPNPEP3	XRCC1	XRRA1	YBX3	YWHAH	ZBBX	ZBED5-AS1	ZC2HC1A	ZC2HC1C	ZDHHC1	ZMYND10	ZMYND12	ZNF106	ZNF204P	ZNF273	ZNF3	ZNF440	ZNF664	ZNF688	ZNHIT1	ZNHIT2	ZNRD2
TRAVAGLINI_LUNG_CLASSICAL_MONOCYTE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CLASSICAL_MONOCYTE_CELL	ACAP2	ACSL1	ACTR2	ADGRE2	AGO4	AGTPBP1	AGTRAP	AHNAK	AHR	AOAH	AP1S2	APAF1	APLP2	APOBEC3A	ARRB2	ASAH1	ASGR1	ATP6V0B	ATP6V1B2	BACH1	BLVRB	BRI3	C19orf38	C1orf162	C5AR1	C9orf72	CAPNS1	CARD16	CARS2	CASP1	CAST	CCNY	CCR1	CCR2	CD14	CD163	CD1D	CD300E	CD300LF	CD33	CD36	CD4	CD86	CD93	CEBPB	CEBPD	CFP	CHST15	CIMAP1B	CLEC12A	CLEC7A	COTL1	CPPED1	CPVL	CR1	CREB5	CRISPLD2	CRTAP	CSF3R	CST3	CSTA	CTSS	CUX1	CYBB	CYP1B1	CYRIA	DENND10	DICER1	DMXL2	DOK3	DPYD	DUSP6	EFHD2	EHBP1L1	EMILIN2	ENTPD1	ETS2	EVI2B	FAM120A	FAR1	FBXL5	FCER1G	FCGR2A	FCGRT	FCN1	FES	FGD2	FGD4	FGL2	FGR	FOS	FPR1	GAS7	GASK1B	GLT1D1	GNAQ	GNS	GPBAR1	GPX1	HCK	HIPK3	HK2	HRH2	IFI30	IFNGR1	IL13RA1	IL17RA	IL6R	INSR	IQGAP1	IRAK3	IRS2	ITGAM	JDP2	JMJD1C	KCNE3	KCTD12	KIAA0930	KLF4	KYNU	LGALS1	LGALS2	LGALS9	LMO2	LPGAT1	LRP1	LRRC25	LRRK2	LTA4H	LY86	LYN	LYZ	MACROH2A1	MAFB	MAP3K1	MARCHF1	MBD2	MCL1	MEF2A	MEF2C	MEGF9	MFSD1	MGST1	MIS18BP1	MNDA	MPEG1	MS4A6A	MTMR11	MYO1F	NACC2	NADK	NBPF14	NCF1	NCF2	NCOA4	NEAT1	NFAM1	NFE2	NICOL1	NLRP3	NOTCH2	NPC2	NRG1	NRGN	NUDT16	NUMB	NUP214	P2RY13	PABPC1	PECAM1	PELI1	PER1	PGD	PHC2	PICALM	PILRA	PLBD1	PLEC	PLEKHO1	PLXDC2	POU2F2	PPM1F	PRAM1	PRKAG2	PSAP	PTPRE	PYCARD	PYGL	QKI	RAB31	RAC1	RASSF2	RASSF3	RBM47	RBP7	RNASE2	RNASE6	RNF130	RNF144B	RNF149	ROGDI	RPLP1	RPS13	RPS24	RTN3	RXRA	S100A12	S100A4	S100A6	S100A8	S100A9	SAP30	SAT1	SCIMP	SCPEP1	SERF2	SERPINA1	SKAP2	SLC11A1	SLC12A6	SLC24A4	SLC7A7	SLC8A1	SMARCD3	SNX27	SPI1	SPTLC2	SRGAP2B	STK17B	STXBP2	SULF2	SULT1A1	SYK	TET2	TET3	TFEC	TGFBI	THBS1	TIMP2	TKT	TLR2	TLR4	TLR8	TMEM170B	TMSB10	TMT1A	TNFAIP2	TNFRSF1A	TNFRSF1B	TNFSF10	TNFSF13B	TPP1	TPT1	TRIM25	TRIP12	TSPO	TYMP	TYROBP	UBE2R2	UBXN11	USP15	USP3	VCAN	VMP1	YBX3	ZEB2	ZFAND5	ZNF106	ZNF385A	ZNF467
TRAVAGLINI_LUNG_CLUB_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_CLUB_CELL	AARD	AGR3	AHR	AREG	ARHGDIB	C16orf89	CEACAM6	CLIC6	CMAHP	CRACR2B	CRTAC1	CST3	CTSE	CXCL17	CYB5A	CYP2B7P	DAPK1	ELAPOR1	ERP27	FABP5	FAM20A	FAU	FCGR2A	FLRT3	FMO2	FNIP2	FOLR1	FXYD5	GDF15	GPRC5A	HNMT	HOPX	HSD17B11	HSD17B13	IL6ST	MET	MGP	MGST1	MRPS25	MS4A15	NEDD4L	NIBAN1	PIGR	PTGS2	RNASE1	RNF145	RPL10	RPL11	RPL12	RPL13	RPL13A	RPL13AP5	RPL15	RPL18	RPL18A	RPL19	RPL21	RPL23A	RPL24	RPL26	RPL27	RPL27A	RPL29	RPL30	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL36	RPL37	RPL37A	RPL38	RPL39	RPL5	RPLP2	RPS11	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS16	RPS19	RPS20	RPS21	RPS23	RPS24	RPS27	RPS28	RPS29	RPS3	RPS3A	RPS5	RPS6	RPS7	RPS8	S100A13	SCGB3A2	SEL1L3	SERP1	SFTA1P	SFTPB	SLPI	SOCS2	SOX4	SSR4	STEAP4	TIMP1	TMSB4X	TPT1	VIM	WSB1	ZFP36L1
TRAVAGLINI_LUNG_DIFFERENTIATING_BASAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_DIFFERENTIATING_BASAL_CELL	A4GALT	ADH1C	ADH7	ADORA2B	AGR2	AKR1A1	ALDH1A1	ALDH2	ALOX15	ANXA1	AP2M1	AQP3	AQP5	ASS1	ATP1B3	BAG1	BBLN	BEND5	BHLHE40	CALML3	CAMK1D	CAPN1	CAPNS2	CD82	CHL1	CHP2	CHST9	CLCA2	CLDN1	CLDN10	CLEC2B	CMTM7	CSTA	CTSB	CTSC	CTSD	CXCL1	CYP2J2	DAPL1	DDIT4	DHRS3	DHRS9	DPYSL3	ECE1	EEF1A1	EHF	EIF3F	EPAS1	EPHX3	EPRS1	ERN2	ETHE1	EYA2	F3	FAM107A	FAM3B	FAM3D	FBLN1	FMO2	FOXN3	GALNT6	GAPDH	GLTP	GLUL	GPR87	GSN	GSTP1	HCAR2	HES4	HEY1	HMGB3	HS3ST1	IFI16	IGFBP3	IGFBP4	KLF5	KLK11	KRT17	KRT19	KRT5	LAD1	LARP6	LAYN	LIMA1	LMO4	LRATD1	LYPD6B	MARCKS	MDH2	MDK	MIR205HG	MLF2	NDRG2	NDUFA8	NDUFV1	NFIA	NHERF1	NSG1	NUDT8	OAT	PAFAH1B3	PDHB	PERP	PGAM1	PITX1	PLEKHA5	PLEKHS1	POLD4	PPP1CA	PRR15	PRSS23	PSMC5	PYCARD	RHOC	RIPK4	RPL13A	RPL3	RPS4X	RPSA	S100A16	S100A2	SDC1	SERPINB13	SERPINB3	SERPINB4	SERPINB5	SERPINB7	SERPINF1	SLC1A5	SLITRK6	SNCG	SORL1	SOX2	ST6GALNAC1	STEAP1	SULT2B1	SYNGR1	SYTL1	TACSTD2	TCF4	TLE5	TMPRSS4	TNFSF10	TPI1	TRIM7	TSHZ2	TSPAN1	TSPAN8	TSPO	TUFM	UPK1B	UQCRC1	UQCRH	VAV3	VILL	WFDC2	ZFYVE21
TRAVAGLINI_LUNG_EREG_DENDRITIC_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_EREG_DENDRITIC_CELL	A2M	ABCA1	ABL2	ACSL1	ACSL3	ACTB	ACTG1	ACTN1	ACTR2	ADA2	ADAM19	ADAM9	ADGRE2	ADIPOR1	AGFG1	AHNAK	AHR	AIF1	AKAP12	AKAP13	ALCAM	AMPD2	ANGPTL4	ANKH	ANPEP	ANXA2	ANXA5	AP1B1	AP2S1	APLP2	APOBEC3A	AREG	ARHGAP18	ARHGAP31	ARPC5	ARRB2	ASGR1	ASPH	ATF3	ATF4	ATG3	ATOX1	ATP13A3	ATP1B3	ATP2B1-AS1	ATP5F1E	ATP5MK	ATP6V0B	ATP6V0C	ATP6V1B2	AZI2	B3GNT5	BACH1	BASP1	BAZ1A	BCAT1	BCL2A1	BCL3	BIRC2	BRI3	BTF3L4	C15orf48	C1QC	C1orf162	C1orf54	C3AR1	C5AR1	C9orf72	CAB39	CARD19	CCDC88A	CCL17	CCL2	CCL20	CCR1	CCRL2	CD14	CD163	CD1C	CD300E	CD36	CD4	CD44	CD58	CD74	CD83	CD86	CD93	CDCP1	CDKN1A	CDV3	CEBPB	CEBPD	CEP170	CH25H	CHCHD7	CHMP1B	CHMP4B	CHST11	CHSY1	CLEC10A	CLEC4E	CLEC5A	CLEC7A	CLIC1	CLTC	CMTM3	CMTM6	COTL1	COX7B	COX8A	CPVL	CREM	CSF1R	CSF2RA	CSRNP1	CST3	CSTA	CTNNA1	CTNNB1	CTSB	CTSH	CTSL	CTSZ	CXCL16	CXCL2	CXCL3	CXCL8	CYBB	CYRIA	CYTOR	DAZAP2	DBI	DDX21	DDX3X	DDX3Y	DNAJC15	DOCK10	DPYD	DPYSL2	DSE	DUSP1	DUSP4	DUSP6	DYNLT1	EDEM1	ELK3	ELL2	ELOC	EMILIN2	EMP1	EMP3	ENG	ENO1	ENTPD1	ENTPD6	ENY2	EPAS1	EPB41L2	EPB41L3	ERCC1	EREG	ERGIC1	ETF1	ETS2	ETV6	F13A1	FCAR	FCER1A	FCER1G	FCGR1A	FCGR2A	FCGR2B	FCGRT	FCN1	FES	FGD4	FGL2	FGR	FILIP1L	FKBP1A	FKBP5	FLOT1	FOS	FOSB	FPR1	FPR2	FPR3	FTH1	FTL	FURIN	G0S2	GABARAP	GABARAPL1	GADD45B	GAPDH	GGTA1	GK	GLIPR1	GLIPR2	GLUL	GNA12	GNA13	GNA15	GNAI2	GNAQ	GNB1	GNG5	GNS	GPAT3	GPR183	GPR84	GPX1	GPX3	GRB2	GRINA	GSN	GSTO1	HAVCR2	HBEGF	HCK	HCLS1	HIF1A	HIPK2	HLA-DMA	HLA-DMB	HLA-DOA	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQA2	HLA-DQB1	HLA-DQB2	HLA-DRA	HLA-DRB1	HLA-DRB5	HLA-DRB6	HMGA1	HMOX1	HNMT	HNRNPAB	HRH2	HSBP1	ICAM1	ID3	IER3	IER5	IFI27L2	IFI30	IFITM3	IFNGR1	IFNGR2	IGSF6	IL10	IL13RA1	IL1B	IL1R1	IL1R2	IL1RAP	IL1RN	IL6R	INSIG1	IQGAP1	IQSEC1	IRAK3	IRF2BP2	IRS2	ITGA5	ITGAV	ITGAX	IVNS1ABP	JARID2	JDP2	JMJD1C	JUND	KCNN4	KCTD12	KDM6B	KLF4	KLF9	KLHL2	KPNA4	KTN1	KYNU	LACTB	LAT2	LCP2	LGALS1	LGMN	LHFPL2	LILRB2	LILRB3	LIMS1	LITAF	LPCAT2	LRRFIP1	LST1	LUCAT1	LY96	LYZ	MACROH2A1	MAFB	MALT1	MAN2B1	MAP1LC3B	MAP2K1	MAP2K3	MAP3K13	MAP3K2	MAP3K8	MARCHF2	MARCKS	MARCKSL1	MAT2A	MB21D2	MCL1	MEF2A	METRNL	MFSD1	MIDN	MIR22HG	MIR4435-2HG	MKKS	MMP19	MOB3B	MPHOSPH6	MRC1	MS4A4A	MS4A6A	MS4A7	MSR1	MT1A	MT1M	MT1X	MT2A	MTCH1	MXD1	MYD88	MYL6	N4BP1	NAMPT	NCF2	NCOR2	NEAT1	NECTIN2	NFE2L2	NFIL3	NFKB1	NIBAN2	NICOL1	NINJ1	NLRP3	NOP10	NPC2	NR4A2	OLR1	OSM	OTUD1	PAPSS2	PDE4A	PDE4B	PDLIM7	PDXK	PEA15	PELATON	PFKFB3	PHC2	PHLDA2	PICALM	PID1	PIK3R5	PIM3	PKIB	PLAU	PLAUR	PLEC	PLEK	PLEKHB2	PLIN3	PLSCR1	PLXDC2	PMP22	PNP	PNRC1	POLR2L	POMP	PPARD	PPIF	PPP1CB	PPT1	PRELID1	PRKAG2-AS1	PRMT9	PSAP	PSTPIP2	PTAFR	PTPN1	PTPN12	PTPRE	QKI	QPCT	QSOX1	RAB1A	RAB20	RAB31	RAB5C	RAB7A	RAB8B	RAC1	RALA	RAP2A	RAP2B	RASSF2	RB1	RBM47	RBMS1	RBPJ	REEP3	REL	RGCC	RGL1	RGS10	RGS2	RHOB	RHOQ	RHOU	RILPL2	RIN2	RIPK2	RNASE1	RNASE6	RNF13	RNF130	RNF145	RNF149	RNF19B	RPS26	RTN4	RUNX1	S100A10	S100A11	S100A6	SAMSN1	SAP30	SAT1	SCGB1A1	SCO2	SDC2	SDC3	SDC4	SDS	SEC14L1	SEC61G	SEM1	SEMA4D	SEMA6B	SERF2	SERP1	SERPINB8	SERPINB9	SFPQ	SGK1	SH2B3	SH3BP5	SH3PXD2B	SHOC2	SHTN1	SIPA1L1	SIRPA	SKAP2	SKI	SKIL	SLAMF8	SLC11A1	SLC16A10	SLC16A3	SLC1A3	SLC20A1	SLC25A37	SLC2A3	SLC31A2	SLC39A1	SLC43A2	SLC43A3	SLC66A2	SLC6A6	SLC7A5	SLCO2B1	SMIM3	SNCA	SNHG15	SNX8	SOAT1	SOCS3	SOD2	SORL1	SPAG9	SPHK1	SPI1	SPINT2	SPRED1	SRC	SRGN	ST14	ST8SIA4	STAB1	STARD4	STK24	STX6	SUMO3	SUSD6	SYAP1	SYNCRIP	TAMALIN	TBC1D14	TBXAS1	TCN2	TFDP1	TFRC	TGFBI	THBD	THBS1	TIMM8B	TIMP1	TLNRD1	TLR1	TLR2	TLR4	TM9SF3	TMBIM6	TMEM167A	TMSB10	TNFAIP3	TNFRSF12A	TNFRSF1A	TNFSF13B	TNFSF8	TOM1	TOP1	TP53BP2	TPM3	TPM4	TPP1	TPT1	TREM1	TRMT6	TTYH3	TUBA1C	TYMP	TYROBP	UBXN2B	UPP1	USP32	USP53	VAMP8	VASP	VCAN	VDR	VEGFA	VSIG4	WBP1L	WTAP	YBX3	YWHAE	YWHAH	YWHAZ	ZC3H12A	ZDHHC20	ZEB2	ZFAND5	ZFP36L1	ZFYVE16	ZMIZ1	ZNF331	ZNF706	ZSWIM6	ZYX
TRAVAGLINI_LUNG_FIBROMYOCYTE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_FIBROMYOCYTE_CELL	ACTG2	AQP1	CKB	CLDN1	CLU	COL23A1	FGF18	FNBP1	FNDC1	GREM2	HHIP	KCNMA1	KCNMB1	LGR6	LINC00578	PLXNA4	PRUNE2	RAMP1	SBSPON	SCARA3	SCX	SYNPO2	TCEAL2	WIF1	XIST
TRAVAGLINI_LUNG_GOBLET_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_GOBLET_CELL	A4GALT	ADGRF1	AGR2	AK2	AKR1C1	AKR1C3	ALDH2	ARL1	ASS1	ATP12A	B3GNT3	B4GALT4	BACE2	BIK	BPIFA1	BPIFB1	BZW1	C15orf48	C3	CAPN13	CARHSP1	CD82	CHL1	CHP2	CLINT1	CMPK1	COMTD1	COPB2	CP	CRABP2	CRACR2B	CST3	CSTB	CTSB	CTSC	CXCL1	CXCL17	CXCL6	CYBA	CYP2F1	CYP2J2	DHRS9	DNAJC12	DNAJC3	ECE1	FAM114A1	FAM3C	FAM3D	FBXW5	FKBP11	FUT2	FUT3	FUT6	GALNT6	GLIPR2	GLRX	GMDS	GNA15	GOLM1	GSTA1	GTF3C6	HS3ST1	IFI16	IGFBP3	KDELR2	KLF4	KRT7	LCN2	LGALS3	LGALS9	LINC00342	LRRC26	MARCKSL1	MDK	MGST1	MSMB	MUC16	MUC4	MUC5B	MYDGF	NANS	NDRG2	NHERF2	NIBAN1	NUCB2	OAS1	OAT	P4HB	PAM	PDIA4	PDLIM5	PGD	PIGR	PKM	PLAAT4	PLEKHS1	PODXL	PSCA	PSMB10	PTGES	RAMP1	RDH10	REEP3	RER1	RHOC	RHOV	RND3	RPL18A	RRBP1	S100A16	S100P	SAT1	SCNN1B	SDF2L1	SERINC2	SERPINB3	SERPINB4	SLC12A2	SLC15A2	SLC25A39	SLC26A2	SLC31A1	SLC4A4	SLC5A8	SLC6A14	SLPI	SORD	SORL1	SPDEF	SRD5A3	ST14	ST6GAL1	ST6GALNAC1	STAP2	STEAP1	TGM2	TIMP1	TMPRSS4	TNFSF10	TSPAN8	UAP1	UGP2	VMO1	VTCN1	WFDC2	WFDC21P	WNK2	XBP1
TRAVAGLINI_LUNG_IGSF21_DENDRITIC_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_IGSF21_DENDRITIC_CELL	ARHGAP18	ATF3	C1QA	C1QB	C1QC	CCL13	CCL2	CD83	CD93	CPM	CSF1R	CTSL	CXCL16	CXCL2	DAB2	F13A1	FCGR2B	FOLR2	GATM	GFRA2	GGTA1	GPX3	HNMT	HSPA7	IGSF21	LGMN	LMNA	MAFB	MAMDC2	MRC1	MS4A4A	MS4A6A	MS4A7	MSR1	PDGFC	PDK4	PLTP	PPIC	RNASE1	SERPING1	SLCO2B1	STAB1	TGFBI	TMEM176B	VSIG4	WLS
TRAVAGLINI_LUNG_LIPOFIBROBLAST_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_LIPOFIBROBLAST_CELL	ABL1	ACSL4	ADAMTS4	ALDH1A3	APOD	ATP13A3	B4GALT1	BNC2	C1QTNF1	C1S	C3	C7	CCDC71L	CCDC80	CD74	CDC42SE1	CDKN1A	CDON	CEBPB	CFI	COL1A1	COL3A1	CPXM1	CREM	CTH	CTSH	CXCL12	CXCL2	CYP1B1	CYP26B1	DDX21	DEPTOR	DKC1	EIF3J	ELL2	ELOVL5	ERRFI1	ESYT2	ETF1	FAM124A	FGF7	FNDC4	FOSL1	GATA6	GFPT2	GJA1	GLI3	GPNMB	GPRC5A	GSPT1	HAS1	HAS2	HK2	HOMER1	IFITM1	IGFBP4	IL1R1	KDM6B	KHDRBS3	KLF4	KLF9	LDLR	LONRF2	MAFF	MAPKAPK2	MARCKSL1	MAT2A	MCL1	MEDAG	MIDN	MLLT11	MMP19	MRTO4	MT1A	MT2A	MYC	NAMPT	NCOA7	NFIL3	NGF	NGFR	NIP7	NNMT	NOP16	NR4A2	NR4A3	OAF	OSR1	PABPC4	PAPPA	PDLIM4	PDPN	PGAP1	PHLDA1	PI15	PIM1	PITPNC1	PLA2G2A	PLAAT4	PLAUR	PLIN2	PLSCR1	PNRC1	PPP1R15B	PROS1	PSMG1	PTPN1	PVT1	RARRES1	RDH10	REL	RGS2	RGS4	RND3	RSPO3	SEMA6A	SERPINE2	SERPINF1	SGK1	SH3BP5	SLC19A2	SLC20A1	SOCS3	SPRY2	SPTSSA	SRPX	STAT3	SULF2	TBX18	TFPI2	TGIF1	THBS2	TIMP1	TIPARP	TMSB10	TRIB1	TSHZ2	TUBA1C	TWIST1	TYMP	UAP1	UGDH	VEGFA	WT1	ZFAND5	ZFP36L1
TRAVAGLINI_LUNG_LYMPHATIC_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_LYMPHATIC_CELL	ABHD17B	ABHD2	ACKR2	ACTN1	ADD3	ADD3-AS1	ADGRG3	AIG1	AKAP12	ANGPT2	ANXA2	APOD	APOLD1	ARID5B	ARL4A	B3GNT7	BACE2	BATF3	BCAT1	BCL7C	C1orf198	C6orf141	CCDC80	CCL21	CD200	CD47	CFH	CHRDL1	CHST12	CHST15	CLU	COL6A2	COLEC12	CREB5	CRTAC1	CST3	CTSD	CXXC5	DAD1	DHODH	DIPK2B	DKK3	DMTN	DSP	DTX1	EEIG1	EFEMP1	EFNA5	ELK3	ELN	EMILIN1	FABP4	FABP5	FAM107B	FAM162B	FAM174B	FHL2	FHL3	FILIP1	FLNC	FLT4	FN1	FRMD6	FSCN1	GAS7	GGT5	GGTA1	GLIPR2	GLT8D2	GNAS	GPM6A	GPR182	GSTA4	GYPC	HEBP1	HOMER3	HOXD8	HOXD9	HS3ST1	HSPB1	HYCC1	IGF1	IGFBP5	IGFBP7	IRF8	KLHL4	KRT18	LAMA4	LAMC1	LAPTM5	LAYN	LGALS3	LIF	LIMS1	LMNA	LOX	LRATD1	LRRN4CL	LSP1	LTBP4	LY96	LYN	LYVE1	MAF	MAP1B	MAP7D3	MEDAG	MEGF6	MFAP2	MFAP4	MGLL	MGST1	MIR4435-2HG	MMP2	MMRN1	MPP7	MRC1	NFIA-AS2	NHSL1	NNMT	NR2F1	NR2F1-AS1	NR2F2	NRP2	NTN1	NTS	OAF	OST4	P3H2	P4HA3	PALM	PARD6G	PDE1A	PDE2A	PDGFA	PDGFC	PDLIM4	PDPN	PGAP4	PGM5	PHLDB2	PIEZO2	PKHD1L1	PLBD1	PLIN5	PLP2	PPFIBP1	PPP1R2	PRKAA2	PRKCQ-AS1	PROX1	PRR5	PTPN3	PTPRE	PTX3	RAB11FIP1	RAB11FIP5	RAB3IL1	RADIL	RARRES2	RASGRP3	RELN	RGS16	RHOJ	RPL29	RPL39	RPL7	RPS2	RTKN	S100A10	SCN3B	SCN9A	SCNN1B	SCRN1	SEMA3A	SEMA3D	SFRP1	SGCE	SIRPA	SLC24A1	SLC35E4	SLC38A1	SLC38A2	SLC43A3	SLC7A1	SLCO2B1	SMAD1	SMOC1	SMYD2	SNCG	SPHK1	STAB2	STMN1	STON2	TBX1	TFF3	TGFBI	TIMP2	TM4SF18	TMEM98	TNFAIP8L3	TRIP6	TSHZ2	TSPAN5	TXN	UBTD1	UCP2	UTRN	WFS1
TRAVAGLINI_LUNG_MACROPHAGE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_MACROPHAGE_CELL	ABL2	ACER3	ACP5	ACSL1	ACTN1	ACVRL1	ALDH2	ALOX5AP	ANPEP	ANXA2	ANXA5	AP2S1	APLP2	APOC1	APOE	AQP9	ASAH1	ATP6AP1	ATP6V1B2	ATP6V1F	AVPI1	BCL2A1	BID	C15orf48	C1QA	C1QB	C1QC	C1orf162	C3AR1	CAPG	CCDC88A	CCL20	CCRL2	CD163	CD74	CD81	CD9	CLIC4	CNDP2	COMT	CORO1C	COX17	CST3	CSTA	CSTB	CTSB	CTSC	CTSD	CTSH	CTSL	CTSS	CXCL1	CXCL16	CXCL2	CXCL3	CXCL8	CYBB	DAB2	DEFB1	DENND5A	ENG	ETHE1	FABP4	FABP5	FAM89A	FBP1	FCER1G	FCGR2A	FCGRT	FLVCR2	FMNL2	FN1	FPR1	FTH1	FTL	GK	GLDN	GLIPR2	GLUL	GPD1	GPNMB	GPX1	GPX3	GPX4	GRINA	GRN	GSN	GSTO1	HBEGF	HCAR2	HCK	HEXB	HLA-DQA1	HLA-DQB1	HLA-DRB1	HLA-DRB5	HLA-DRB6	HNMT	HSBP1	HSPB1	IFI6	IGFBP2	IGSF6	IL1A	IL1B	IL1RN	IL6	INHBA	ISG15	ITGB8	KLF4	KYNU	LAP3	LGALS1	LGALS3	LHFPL2	LPL	LRP1	LTA4H	LYZ	MARCO	MCEMP1	MGST1	MGST3	MMP19	MOB3B	MPHOSPH6	MRC1	MS4A4A	MS4A7	MSR1	MT1E	MT1M	MYD88	NCF2	NOP10	NPC2	NUPR1	OLR1	OSCAR	OTUD1	P2RX4	PDLIM1	PGD	PILRA	PLAUR	PLEC	PLEKHB2	PLSCR1	PLXDC2	PNPLA6	PPARG	PPT1	PSAP	QSOX1	RAB10	RAB31	RAC1	RASGEF1B	RBP4	RETN	RGCC	RHOB	RNF13	RTN4	S100A10	S100A11	SCARB2	SDC4	SDCBP	SERPINA1	SERPING1	SIGLEC1	SIRPA	SLC11A1	SLC15A3	SLC43A2	SLC7A7	SLCO2B1	SMCO4	SNX10	SOD2	SPATS2L	STAC	TCF7L2	TGFBI	TGM2	TNFAIP2	TREM1	TREM2	TSPO	TUBA1C	TUBB2A	TYMP	TYROBP	VAT1	VDAC1	VIM	VSIG4	YBX1	YWHAH
TRAVAGLINI_LUNG_MESOTHELIAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_MESOTHELIAL_CELL	AADAC	ABCA1	ABRACL	ACSL4	ADAMTS9	AK6	AKR1A1	ALDH1A3	ALKBH7	ALOX5AP	ANKRD28	ANP32B	ANXA3	AP1S1	AP2S1	APOA1	APOC1	APOL2	APRT	AQP3	ARAP2	AREG	ARF6	ARHGAP23	ARL4A	ARL6IP1	ARPC1B	ARPC5L	ASPHD1	ATOX1	ATP13A3	ATP2B1	ATP5F1E	ATP5MC2	ATP5MF	ATP5MJ	ATP6V0E1	B2M	B4GALT1	B4GALT5	BACE1	BACH1	BAX	BBLN	BCL3	BDKRB1	BICC1	BMP2	BNC1	BNC2	BTF3L4	BYSL	C19orf33	C19orf53	C1QA	C1QB	C1QC	C1orf162	C2	C3	CA12	CADM3	CALB2	CAPG	CASP2	CASP4	CBX3	CCDC25	CCDC71L	CCDC80	CCL7	CCNG1	CCNYL1	CD200	CD47	CD55	CD7	CD74	CDH2	CDK5RAP2	CENPW	CFB	CFI	CHI3L1	CHP1	CIB1	CISD1	CITED4	CKS2	CLDN1	CLDN15	CLIC3	CLNS1A	CLTC	CNIH1	CNIH4	CNKSR3	COL1A1	COL3A1	COL5A2	COTL1	COX17	COX4I1	COX6B1	COX7C	CPA4	CPXM1	CRB2	CRLS1	CTDNEP1	CTNNAL1	CTTN	CUTA	CXADR	CXCL6	CYB5A	CYP27A1	CYRIB	DAB2	DAPK1	DCBLD2	DDX21	DECR1	DHCR24	DKK1	DMKN	DPYSL3	DSC3	DSG2	DSP	DUSP23	DUSP4	DUSP6	DYNLT1	EBPL	ECT2	EEF1B2	EEF1G	EFNA1	EFNB2	EIF1AY	EIF3A	EIF3M	EIF4EBP1	ELOC	ELOVL5	EMB	ENO1	ENY2	EPGN	EPHB6	ERGIC3	ERP29	ERRFI1	EVA1C	F2RL1	FAAP20	FABP4	FABP5	FAM110C	FAM153CP	FAM174C	FAM20A	FBL	FBXO2	FCER1G	FDCSP	FDXR	FGG	FIS1	FKBP11	FKBP1A	FLNB	FLNC	FMO1	FOXC1	FST	FXYD5	GALNT1	GALNT9	GAP43	GAPDH	GAS1	GAS5	GATA6	GCHFR	GCLM	GCSH	GFPT2	GGCT	GJA1	GMFB	GMPPA	GMPR	GNG11	GNG5	GOLM1	GPX1	GSTK1	GTF2I	GTF3C6	H19	HAS1	HDAC2	HDLBP	HEG1	HIF1A	HIGD2A	HINT1	HK2	HLA-B	HLA-DMA	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB5	HLA-DRB6	HLA-F	HMGN1	HMGN3	HNRNPAB	HP	HPCAL1	HRH1	HS2ST1	HSD17B6	HSPD1	HSPE1	IER5	IFI16	IFI27	IFI30	IFITM1	IFT25	IGBP1	IGFBP1	IGFBP4	IGFL2	IL18	IL1R1	IL1RAP	IL20	IL6ST	ILF2	ISOC2	ITLN1	JPT1	KCNK1	KDELR3	KDR	KIF21A	KLF16	KLF5	KLK11	KLK8	KPNA2	KRT10	KRT18	KRT19	KRT5	KRT8	KTN1	LAP3	LETM1	LGALS1	LGALS2	LHFPL2	LINC01133	LRATD2	LRP2	LRRC59	LSM5	LSR	LXN	LY6E	LY96	LYZ	MAF	MAN2B1	MAP4K4	MARCHF3	MARCKSL1	MARCO	MAST4	MCUB	MEDAG	MEIS2	MELTF	MEST	METAP2	METRN	MFAP2	MFSD2A	MGARP	MGAT4B	MGST1	MICOS10	MIF	MIR4435-2HG	MMD	MPHOSPH6	MPST	MRPL11	MRPL12	MRPL14	MRPL23	MRPL36	MRPL41	MRPL51	MRPS21	MRPS33	MRTO4	MSANTD3	MSLN	MST1	MT1E	MT1F	MT1G	MT1H	MT1L	MT1X	MT2A	MTCH2	MUC16	MYL6B	MYRF	MZT2A	MZT2B	NACA2	NAMPT	NCL	NCOA7	NDUFA1	NDUFA3	NDUFA7	NDUFAF8	NDUFB2	NDUFB5	NECTIN3	NENF	NHERF1	NHP2	NICOL1	NME1	NMI	NNMT	NONO	NOP10	NOP16	NPC2	NPM1	NQO1	NSG1	OCIAD2	ODC1	OGN	OLA1	OSR1	OSTC	PAFAH1B3	PAIP1	PAPPA	PDLIM4	PDPN	PDXK	PDZK1IP1	PGLS	PGM2	PHGDH	PHLDA2	PHPT1	PIM1	PKP2	PLA2G12A	PLA2G2A	PLAAT3	PLAAT4	PLIN2	PLOD2	PLSCR1	PODXL	POLD4	POLR2I	POLR2L	PPA1	PPA2	PPIL1	PPP1R14B	PPP1R15B	PRDX3	PRDX5	PRDX6	PRG4	PRKCI	PROCR	PRSS23	PSMA2	PSMB8	PSMB9	PSME2	PTGER3	PTGFRN	PTGIS	PTGS1	PTMA	PTPRF	PTRHD1	PYCARD	RAB13	RAB31	RAB7B	RAI1	RAMP2	RARRES1	RBBP8	RBP1	RBP4	RDH10	REC8	RGS10	RGS17	RGS4	RMDN1	RNF145	RNF149	RPA3	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL13AP5	RPL14	RPL17	RPL18	RPL18A	RPL19	RPL22L1	RPL23	RPL23A	RPL26	RPL27	RPL27A	RPL28	RPL29	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL36	RPL36A	RPL37	RPL37A	RPL38	RPL39	RPL4	RPL41	RPL7	RPL7A	RPL8	RPL9	RPLP0	RPLP0P2	RPLP1	RPLP2	RPS10	RPS11	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS17	RPS18	RPS19	RPS2	RPS20	RPS21	RPS23	RPS24	RPS25	RPS27	RPS27A	RPS27L	RPS28	RPS29	RPS3	RPS3A	RPS4Y1	RPS5	RPS6	RPS8	RPS9	RPSA	RPSA2	RRP1	S100A10	S100A16	S100A6	SAT1	SCAND1	SCO2	SCP2	SDC4	SEC11A	SEC61G	SELENOH	SERP1	SERPINA1	SERPINB2	SERPINB4	SERPINE1	SET	SF3B5	SGK1	SH3BGRL3	SH3BP5	SH3GLB1	SIPA1L2	SLC12A8	SLC16A1	SLC18B1	SLC20A1	SLC39A8	SLC7A8	SLIRP	SLPI	SMOX	SNHG29	SNHG5	SNRPD1	SNRPE	SNRPF	SNRPG	SOD2	SPSB1	SPTSSA	SQOR	SRP19	SSR4	ST3GAL5	STAP2	STAT1	STEAP1	STMN1	STMP1	STXBP2	SULF1	SULF2	SYCE1L	SYNCRIP	TAF10	TCEAL9	TCTN1	TFPI2	TFRC	TGFB1	TGIF1	TGM1	THAP9-AS1	THBS2	TIMM13	TIMM17A	TIMM8B	TIMM9	TIMP1	TJP2	TM4SF1	TMED3	TMEM132A	TMEM134	TMEM141	TMEM14B	TMEM14C	TMEM160	TMEM165	TMEM176A	TMEM219	TMEM256	TMEM258	TMEM70	TMEM91	TMEM98	TMOD3	TMSB10	TMSB4X	TNFRSF12A	TNFRSF21	TNFSF13B	TNFSF14	TNNT1	TOMM22	TOMM5	TP53I3	TP53TG1	TPBG	TPM3	TPT1	TRAF4	TRAPPC1	TRAPPC2L	TRAPPC5	TRAPPC6A	TSPO	TSTD1	TUBA1C	TUBB2A	TUBB3	TXN	TXNDC17	TXNL4B	TYMP	TYROBP	UAP1	UBA52	UBE2D1	UBE2L3	UBE2L6	UBE2S	UGCG	UGDH	UGP2	UPK1B	UPK3B	UQCR11	UQCRB	UQCRH	UQCRQ	UROD	UROS	UXT	VAMP8	VAPA	VCAM1	VTN	WARS1	WFDC2	WT1	WWC1	ZFAS1	ZMAT3	ZNF330	ZNF593	ZNHIT1
TRAVAGLINI_LUNG_MUCOUS_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_MUCOUS_CELL	ADAM28	ADM	AKR1C1	AKR1C2	ALDH1A3	ANKRD36C	ANPEP	ASS1	ATP12A	AZGP1	BACE2	BID	BPIFA1	BPIFB1	C15orf48	C3	CBR3	CCL2	CCL20	CDC42EP5	CFB	CLU	CP	CPD	CRISP3	CRYM	CSF3	CSTB	CTSB	CTSC	CX3CL1	CXCL1	CXCL10	CXCL3	CXCL6	CXCL8	CYP2F1	DEFB4A	DUSP23	DUSP5	ERO1A	FCGBP	GPX3	HILPDA	HIPK2	HLA-DQA1	HLA-DQA2	HS3ST1	HSD17B2	IDO1	IFITM1	IGFBP3	IL6	INSR	IRAK3	KDR	KLK10	KLK11	KLK12	KYNU	LAG3	LCN2	LIF	LINC00342	LTF	LY6E	LYN	MDK	MED24	MMP7	MSMB	MUC4	MUC5B	MUCL1	NHERF2	PDZK1IP1	PI3	PIGR	PLK2	PROM1	PTGES	PTP4A3	RARRES1	RASD1	RDH10	REEP3	RHOV	RIMS1	RPS26	S100A9	S100P	SAA1	SAA2	SAT1	SCGB1A1	SCGB3A1	SERPINA3	SERPINF1	SLC26A2	SLC26A4	SLC4A4	SLC5A5	SLPI	SMIM31	SOD2	SORD	SRD5A3	ST3GAL1	STT3B	TFF3	TFPI2	TGM2	TIMP1	TMC5	TMEM165	TMEM45A	TNFAIP2	TNFSF10	TNIP3	TSPAN8	UBD	VMO1	WFDC2	XBP1	ZG16B
TRAVAGLINI_LUNG_MYELOID_DENDRITIC_TYPE_1_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_MYELOID_DENDRITIC_TYPE_1_CELL	ALDH2	ARHGAP31	AXL	CLIC2	CST3	CTSH	CTSZ	CXCL16	DPYSL2	DSE	FGL2	GAS6	HLA-DQA1	HLA-DRB5	KLF4	RAB31	SERPINF1	SNX8	SPINT2
TRAVAGLINI_LUNG_MYOFIBROBLAST_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_MYOFIBROBLAST_CELL	ALDH2	ANGPTL6	ASPN	ATP1B1	BCHE	C16orf89	CCDC146	CCDC68	CCN2	CD9	CFH	CLU	CNN3	COL12A1	COL16A1	COL1A1	COL3A1	COMP	CREB5	CTHRC1	CXCL14	CYSLTR1	DKK3	DPT	ENC1	FGF18	GEM	HS3ST3A1	LINC00632	LTBP2	LUZP2	LXN	MMP2	NEDD9	NOTUM	NTM	PAMR1	PCSK1N	PDGFC	PDLIM3	PKIG	POSTN	PRELP	PSTPIP1	PTGER1	RARRES1	ROBO1	ROBO2	S100A10	SCARA3	SFTA1P	SLITRK6	TGFBI	TGFBR3	THBD	TNC	TNFRSF19	TSPAN8	TYRP1	USP18	VCAN	VIM	WDR91	WIF1	WNT5A
TRAVAGLINI_LUNG_NATURAL_KILLER_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_NATURAL_KILLER_CELL	ABHD17A	ABI3	ADGRG1	AKNA	AKR1C3	ANKRD20A11P	AOAH	APMAP	APOBEC3G	AREG	ARL4C	ARPC2	B2M	BIN2	BPGM	C12orf75	C1orf21	CALM1	CCDC107	CCL5	CD160	CD244	CD247	CD300A	CD7	CEP78	CHST12	CHST2	CLEC2B	CLIC3	CMC1	CNOT6L	CST7	CTSW	CX3CR1	DDIT4	DHRS3	DHRS7	DTHD1	DUSP2	EBP	EFHD2	ETS1	F2R	FCGR3A	FCRL6	FGFBP2	FKBP11	GFOD1	GIMAP7	GNG2	GNLY	GPR65	GSAP	GYPC	GZMA	GZMB	GZMH	GZMM	HAVCR2	HDDC2	HLA-C	HOPX	HSH2D	ID2	IFITM1	IGFBP7	IL2RB	IL2RG	IRF1-AS1	ISG20	ITGAL	ITGB2	KLRB1	KLRC1	KLRC2	KLRC3	KLRD1	KLRF1	LITAF	MAPK1	MAPRE2	MATK	MYBL1	MYOM2	NCALD	NHERF1	NKG7	NMUR1	OSBPL5	OSTF1	PFN1	PIP4K2A	PLAAT4	PLAC8	PPP2R5C	PRDM1	PRF1	PRKCH	PRSS23	PTGDR	PTPN4	PYHIN1	RAC2	RAP1B	RASSF1	RHOC	RUNX3	S1PR5	SAMD3	SELPLG	SH2D1B	SH2D2A	SIGLEC7	SLA2	SLAMF7	SPN	SPON2	SYNE1	SYTL3	TBX21	TFDP2	TIGIT	TMIGD2	TPST2	TTC38	TXK	UBB	USP28	YPEL1	ZAP70	ZBTB16
TRAVAGLINI_LUNG_NATURAL_KILLER_T_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_NATURAL_KILLER_T_CELL	B2M	CD69	CD7	CRTAM	CTSW	CXCR3	CXCR4	DUSP2	GATA3	GNLY	GZMB	HLA-C	HOPX	ID2	IL2RB	ITGA1	KLRC1	KLRC2	KLRC3	KLRD1	KRT81	KRT86	MYL12A	NKG7	PRF1	RGS1	SH2D1B	SLA2	SOCS1	TNFRSF18	XCL1	XCL2	XIST	ZNF683
TRAVAGLINI_LUNG_NEUROENDOCRINE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_NEUROENDOCRINE_CELL	ACTL6B	AKR1B1	AMIGO2	APLP1	ASCL1	ATP6V0E2	BAMBI	BEX1	BEX2	CALD1	CALY	CAMK2B	CAMLG	CELF3	CEP15	CHGB	CHST1	CIRBP	CPE	CPLX2	CRMP1	CTNNA2	DDC	DGKB	DIRAS3	DISP2	DNAJC12	DPYSL3	DRAIC	DUSP26	DYNC1I1	ELAVL4	ELMO1	ENO2	EPIST	ESPL1	ESPN	FXYD2	FXYD6	GFRA3	GNAO1	GNG4	GRIA2	GRP	HAGH	HLA-A	HOXB2	IL17RB	INA	INSM1	KCNH2	KCNK12	KCTD8	KIF1A	KIF5C	LRRTM3	LSAMP	LYPD1	MAP1B	MB	MEG3	MIAT	MIR7-3HG	NCAM1	NEB	NEGR1	NENF	NEURL1	NNAT	NOL4	NOS1AP	NPDC1	NRXN1	PAK3	PAM	PCBP3	PCSK1	PCSK1N	PCSK2	PHGR1	PIEZO2	PITX1	PKIB	PODXL2	PPP1R17	PRDX2	PROX1	PTMS	PTPRN	RALYL	RASD1	RIMS2	RPRM	RUNDC3A	SCG2	SCG3	SCG5	SCGN	SCN3A	SEC11C	SERTAD4BP	SEZ6L	SLC35D3	SLC35G2	SNAP25	SNAP91	SOD3	SPHKAP	SSR4	STMN1	STMN2	STXBP5L	SYT1	SYT13	SYT4	SYT7	TAGLN3	TBCA	TCEAL7	TCF4	TMEM176A	TMEM176B	TNFRSF11B	TUBB2B	UCHL1	UNC80	VAMP2	ZNF483
TRAVAGLINI_LUNG_NEUTROPHIL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_NEUTROPHIL_CELL	ABHD5	ABTB1	ACSL1	ACTN1	ADAM8	ADGRG3	ADM	ALDH16A1	ALOX5AP	ALPL	AMPD2	ANKRD44	ANPEP	APOBEC3A	AQP9	ARG1	ARHGAP1	ARHGAP9	ARHGEF1	ARHGEF40	ARPC4	ARRB2	ASPH	ATG16L2	ATG2A	ATP5F1E	ATP6V1F	B4GALT1	B4GALT5	BASP1	BBLN	BCL2A1	BCL3	BCL6	BEST1	BRD4	BRI3	BST1	BTG2	C16orf54	C4orf3	C5AR1	C5AR2	CA4	CALM3	CASP2	CATIP	CCDC88B	CCNI	CCNJL	CDA	CDC42SE1	CDK11B	CDK2AP2	CEACAM3	CEBPB	CEBPD	CEBPZ	CHI3L1	CHST15	CHTOP	CICP27	CIRBP	CKAP4	CLEC4D	CLEC4E	CLEC7A	CMTM2	CNPPD1	CORO1A	COX5B	COX6B1	COX7A2	COX8A	CPD	CR1	CREB5	CRISPLD2	CSF3R	CSNK1D	CSTB	CTDNEP1	CTSD	CTSS	CWC15	CXCL8	CXCR1	CXCR2	CYP4F3	CYTH1	DAPK2	DDX17	DENND3	DGAT2	DHX34	DNAH17	DOCK11	DOK3	DUSP1	DYSF	EIF4EBP2	ELAPOR1	EMB	EMP3	ENTPD1	EPC1	F8A1	FAM107B	FAM89B	FCGR2A	FCGR3B	FFAR2	FGD3	FGD4	FKBP5	FKBP8	FOS	FPR1	FPR2	FTH1	FTH1P10	FTH1P20	FTH1P3	FTH1P7	FTH1P8	FTL	FTLP3	G0S2	G6PD	GCA	GIGYF1	GLT1D1	GNAI2	GNB2	H3-3A	H3P6	HAL	HCLS1	HERC1	HLA-B	HLX	HNRNPUL1	IFITM2	IFITM3	IFRD1	IGF1R	IGF2R	IL17RA	IL18RAP	IL1R2	IL1RAP	IL2RG	IRAK3	IRS2	ITGAX	JAML	JTB	JUNB	JUND	KCNJ15	KDELR1	KDM6B	KLF2	KMT2E-AS1	KY	LAMTOR2	LAMTOR4	LCP2	LIMK2	LPAR2	LRG1	LRP10	LRRK2	LUCAT1	MAP1LC3B2	MAPKAPK2	MARCHF6	MARCKS	MAST3	MAX	MCL1	MEFV	MEGF9	METTL26	MGRN1	MHENCR	MIDN	MKNK2	MME	MMP25	MMP9	MNDA	MRTFA	MSL1	MSRB1	MTND5P32	MX2	MXD1	MYL6	MYO1F	MZT2B	NAMPT	NAMPTP1	NAP1L4	NBEAL2	NBPF10	NCF1	NCF1B	NCF1C	NCF2	NCF4	NDUFA1	NDUFB1	NDUFB3	NDUFS6	NEAT1	NFAM1	NFE2	NIBAN1	NICOL1	NOP10	NPIPB13	NTNG2	ORAI2	P2RY13	PADI2	PAN3	PCBP1-AS1	PDLIM7	PELATON	PELI1	PER1	PFKFB2	PFKFB3	PGD	PGGHG	PGLYRP1	PHC2	PHOSPHO1	PI4KA	PKM	PLAUR	PLIN5	PLK3	PLPPR2	PLXNC1	POM121	POU2F2	PPP1R35	PPP3CA	PREX1	PROK2	PRR13	PSMA6	PTGES3P1	PTGS2	PYGL	R3HDM2	R3HDM4	RAB5C	RALB	RASGRP4	RASSF3	RBM47	RBMS1P1	REPS2	RESF1	RGS18	RGS2	RNA5SP151	RNA5SP207	RNF145	RNF149	RNF213	RNF24	RPL12P12	RPL3P7	RPL7AP30	RPS19BP1	RPS19P3	RPSAP15	RTN3	RUBCNL	S100A11	S100A12	S100A6	S100A8	S100A9	S100P	SAMSN1	SAT1	SEC14L1	SELENOK	SELL	SIPA1L2	SIRPB1	SLA	SLC11A1	SLC16A3	SLC25A37	SLC2A3	SLC35E2B	SLC45A4	SLC6A6	SMAP2	SMCHD1	SNHG3	SOCS3	SOD2	SORL1	SPI1	SPTAN1	SRGN	STEAP4	STK38	STX3	SUN2	SUPT16H	TAPBP	TBL1X	TKT	TLE3	TLR2	TLR4	TLR6	TMA7	TMCC3	TMEM154	TMEM259	TMEM91	TMSB4XP4	TMUB1	TNFAIP3	TNFRSF10C	TNFRSF1A	TOP1	TP53INP2	TREM1	TRIB1	TSTD1	TWF2	TXNL4A	TYROBP	UBALD2	UBE4A	ULK1	UNC13D	UQCRHL	VAMP2	VASP	VNN2	VNN3P	VSIR	WAS	WASH3P	WASH7P	WASHC1	WDFY3	XPO6	YJU2B	YPEL3	ZBTB7A	ZDHHC18	ZFAS1	ZNF518A	ZNF638
TRAVAGLINI_LUNG_NONCLASSICAL_MONOCYTE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_NONCLASSICAL_MONOCYTE_CELL	ABI3	ADGRE1	ADGRE2	ALDH3B1	AMPD2	AP1S2	APH1B	ASAH1	ATG3	ATP1A1	ATP1B3	BCL2A1	BID	BRI3	C15orf39	C19orf38	C1orf162	C5AR1	C9orf72	CASP1	CD300A	CD300C	CD300E	CD300LF	CD4	CD86	CDH23	CEBPB	CFP	CHST15	CKB	CLEC12A	CLEC7A	CMTM6	CNIH4	COTL1	CPPED1	CPVL	CSF1R	CST3	CTSS	CUX1	CXCL16	CYBB	DMXL2	DUSP1	DUSP6	EHBP1L1	ETS2	FAM110A	FCER1G	FCGR3A	FCGRT	FCN1	FGD2	FGL2	FGR	FTH1	FTL	GCH1	GNS	GPBAR1	GSTP1	HCK	HES1	HES4	HK3	HMOX1	HSBP1	IFITM3	INSIG1	INSR	IRAK3	ISG15	ITGAX	KIAA0930	KLF3	KLF4	KYNU	LFNG	LGALS9	LILRA5	LMO2	LRRC25	LST1	LTA4H	LYN	LYPD2	LYST	MAFB	MAP3K1	MARCHF1	MGAT1	MPEG1	MS4A7	MTSS1	MYD88	MYO1G	NAAA	NAGA	NAP1L1	NBPF14	NCF2	NEURL1	NFAM1	NFKBIZ	NPC2	NPL	OAS1	P2RY13	PAG1	PAPSS2	PECAM1	PHF19	PIK3AP1	PILRA	PLXNB2	POU2F2	PPP1R17	PRAM1	PSAP	PTPN6	RAB10	RARA	RELT	RGS18	RGS19	RHOB	RHOC	RIN1	RNF13	RNF144B	RNPEP	RRAS	RXRA	S100A11	SAT1	SCIMP	SECTM1	SERPINA1	SFMBT2	SH2D3C	SH3BP2	SIDT2	SIGLEC10	SLC11A1	SLC24A4	SLC31A2	SLC7A7	SMCO4	SNN	SNX18	SPI1	STXBP2	TAGLN	TBC1D8	TBXAS1	TCF7L2	TCIRG1	THEMIS2	TIMP1	TLR4	TNFRSF1B	TNFSF10	TNFSF13B	TSPAN14	TTYH3	TYMP	TYROBP	UBE2R2	UNC119	UNC93B1	UTRN	VMO1	VMP1	WARS1	ZEB2	ZFAND5	ZNF385A	ZNF703
TRAVAGLINI_LUNG_OLR1_CLASSICAL_MONOCYTE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_OLR1_CLASSICAL_MONOCYTE_CELL	ABCA1	ABL2	ACOD1	ACSL1	ACSL3	ACSL4	ACSL5	ACTB	ACTG1	ACTN1	ACTR2	ACTR3	ADA	ADA2	ADAM17	ADAM19	ADAM8	ADAM9	ADGRE2	ADM	AGFG1	AGO2	AHR	AIF1	AK4	ALOX5AP	AMPD3	ANGPTL4	ANPEP	ANTXR2	ANXA2	ANXA5	APLP2	APOBEC3A	AQP9	ARF4	ARF6	ARFGAP3	ARHGAP31	ARHGDIA	ARL4A	ARL8B	ARPC1A	ARPC5	ARRB2	ASAP1	ASPH	ATF3	ATF5	ATF6	ATP13A3	ATP1A1	ATP1B3	ATP2A2	ATP2B1	ATP2B1-AS1	ATP5F1E	ATP5MJ	ATP5MK	ATP6V1B2	ATP6V1C1	ATP6V1F	AZI2	AZIN1	B3GNT5	B4GALT5	BACH1	BASP1	BATF3	BAZ1A	BCAT1	BCKDK	BCL2A1	BCL3	BID	BIRC2	BRI3	BZW1	C15orf48	C1orf122	C3AR1	C4orf3	C5AR1	C9orf72	CAMKK2	CAPNS1	CARD19	CASP1	CASP4	CCL2	CCL20	CCL3	CCL7	CCNL1	CCR1	CCRL2	CD14	CD163	CD274	CD300E	CD44	CD53	CD55	CD58	CD83	CD93	CDC42EP2	CDKN1A	CDV3	CEBPB	CEP170	CFD	CFLAR	CFP	CHD1	CHIC2	CHMP1B	CHMP4B	CHST11	CHST15	CIMAP1B	CKAP4	CLDN5	CLEC4A	CLEC4D	CLEC4E	CLEC5A	CLEC7A	CLIC1	CLIC4	CLTC	CMTM6	COX8A	CPD	CPVL	CSF2RA	CSF3R	CSNK1A1	CSRNP1	CSTA	CSTB	CTNNA1	CTNNB1	CTSB	CTSH	CTSL	CTSS	CUX1	CXCL1	CXCL10	CXCL16	CXCL2	CXCL3	CXCL8	CYBB	CYFIP1	CYRIA	CYSTM1	CYTOR	DAZAP2	DDX21	DDX3X	DDX3Y	DDX60L	DENND5A	DGAT2	DICER1	DMXL2	DNAAF1	DNAJB6	DNTTIP2	DOCK10	DOK3	DOT1L	DPH3	DPYD	DRAM1	DSE	DUSP1	DUSP6	DYSF	EAF1	ECE1	EFHD2	EHBP1L1	EHD1	EHD4	EIF1	EIF1B	EIF4E	EIF4G1	EIF4G2	ELK3	ELL	ELL2	ELOC	EMD	EMILIN2	EML4	EMP1	EMP3	ENG	ENO1	EPAS1	EPB41L3	EPSTI1	ERBIN	ERCC1	EREG	ERGIC1	ETF1	ETS2	ETV6	FAM107B	FCAR	FCER1G	FCGR1A	FCGR2A	FCGRT	FCN1	FERMT3	FFAR2	FGR	FKBP5	FLNA	FLOT1	FLT1	FMN1	FNDC3A	FNDC3B	FNIP2	FOS	FOSB	FOSL2	FPGS	FPR1	FPR2	FTH1	FTH1P3	FURIN	G0S2	GABARAP	GABARAPL1	GADD45B	GAPDH	GBP1	GBP2	GCA	GCH1	GK	GK5	GLIPR2	GNA12	GNA13	GNA15	GNB1	GNB4	GNG5	GPCPD1	GPR132	GPR137B	GPR183	GPR35	GPR84	GPX1	GPX4	GRAMD1A	GRB2	GRINA	GSAP	GSTO1	H3-3B	H3P6	HAMP	HAVCR2	HBEGF	HCAR2	HCAR3	HCK	HCLS1	HIF1A	HIP1	HIPK2	HIPK3	HIVEP2	HIVEP3	HMGA1	HMOX1	HNRNPA2B1	HNRNPA3	HNRNPC	HNRNPM	HPSE	HS3ST3B1	HSBP1	HSPA5	ICAM1	IER3	IFI30	IFIT3	IFITM3	IFNAR1	IFNGR2	IGSF6	IL10	IL13RA1	IL1A	IL1B	IL1R1	IL1R2	IL1RAP	IL1RN	IL4I1	IL4R	IL6	IL6R	IL6ST	INSIG1	IPO7	IQGAP1	IRAK1	IRAK2	IRAK3	IRF2BP2	IRF7	IRS2	ISG15	ITGA5	ITGAV	ITGAX	ITPRIPL2	IVNS1ABP	JAK1	JARID2	KANK1	KCNN4	KCTD12	KCTD20	KDELR2	KDM6B	KDM7A	KLF10	KLHL5	KPNA4	KRAS	KYNU	LACC1	LACTB	LAIR1	LAP3	LAT2	LCP1	LCP2	LDHA	LGALS1	LHFPL2	LILRA1	LILRA5	LILRA6	LILRB1	LILRB2	LILRB3	LILRB4	LIMK2	LIMS1	LITAF	LMNB1	LRG1	LRRC8C	LST1	LUCAT1	LY96	LYN	LYZ	MAD2L2	MAFB	MAML2	MAP1LC3B	MAP2K1	MAP2K3	MAP3K20	MAP3K7CL	MAP3K8	MAP4K4	MAPKAPK2	MAPRE1	MARCHF2	MARCKS	MARCKSL1	MAT2A	MCEMP1	MCL1	MCUB	MED13	METRNL	METTL9	MIDN	MIR22HG	MIR3945HG	MIR4435-2HG	MKKS	MMP19	MPHOSPH6	MPP1	MS4A7	MSN	MT2A	MTCH1	MTF1	MTSS1	MX2	MXD1	MYD88	MYH9	MYL6	MYO1G	N4BP1	N4BP2	NABP1	NAMPT	NBN	NBPF10	NBPF14	NCF2	NCOR2	NDRG1	NDST2	NDUFV2	NEAT1	NECTIN2	NEK6	NFAT5	NFKB1	NFKBIA	NFKBIE	NIBAN2	NINJ1	NLRP3	NOP10	NOTCH2	NPC2	NRIP3	NUMB	NUP62	NUS1	OGFR	OLIG1	OLR1	OSM	OTUD1	P2RX4	PARP14	PCBP1	PCNX1	PDE4A	PDE4B	PDLIM7	PDSS1	PDXK	PEA15	PEDS1	PELATON	PELI1	PET100	PFKFB3	PFN1	PGK1	PHC2	PHLDA2	PICALM	PID1	PIK3AP1	PIK3R5	PIM3	PITPNA	PKM	PLAUR	PLEC	PLEK	PLEKHB2	PLEKHG2	PLEKHO2	PLIN3	PLK3	PLSCR1	PMEPA1	PNP	PNPLA8	PNRC1	POMP	PPIF	PPP1CB	PPP1R15A	PPP1R15B	PPP1R18	PPP1R3B	PPP4C	PRELID1	PRNP	PSAP	PSEN1	PSMA6	PSTPIP2	PTAFR	PTGER2	PTGS2	PTPN1	PTPN12	PTPN2	PTX3	PURB	PXN	QKI	QPCT	RAB10	RAB13	RAB1A	RAB20	RAB31	RAB7A	RAB8B	RABGEF1	RAC1	RALA	RALGDS	RANBP2	RAPGEF1	RAPGEF2	RARA	RASSF4	RBM17	RBM47	RBMS1	RBP7	RELB	RGCC	RGL1	RGS10	RHOA	RILPL2	RIN2	RIPK2	RN7SL1	RNF144B	RNF145	RNF19B	ROCK1	RP2	RPS24	RPS26	RPS9	RRAGC	RTN4	RUNX1	RYBP	S100A10	S100A11	S100A12	S100A6	S100A8	S100A9	SAMSN1	SAR1A	SAT1	SAT2	SBNO2	SCO2	SDC2	SDCBP	SEC61B	SEC61G	SEMA6B	SERF2	SERP1	SERPINA1	SERPINB1	SERPINB8	SERPINB9	SFPQ	SH2B3	SH3BP2	SH3GLB1	SHOC2	SIGLEC10	SIGLEC14	SIGLEC9	SIPA1L1	SIRPA	SKI	SKIL	SLA	SLAMF1	SLC11A1	SLC15A3	SLC16A10	SLC16A3	SLC16A6	SLC1A3	SLC25A37	SLC2A3	SLC2A6	SLC36A4	SLC39A8	SLC43A2	SLC43A3	SLC44A1	SLC66A2	SLC6A6	SLC7A5	SLCO4A1	SMCO4	SMIM3	SMPDL3A	SMS	SNAI1	SNHG15	SNHG16	SNN	SNX10	SNX9	SOCS3	SOD2	SPAG9	SPCS3	SPHK1	SPI1	SPPL2A	SQLE	SQOR	SRC	SRGN	ST3GAL2	STARD4	STAT3	STEAP4	STK24	STK40	STX11	STX6	STXBP2	SUB1	SURF4	SUSD6	SYK	TCIRG1	TCN2	TET2	TFRC	TGFBI	THBD	THBS1	TIMM17A	TIMP1	TLE3	TLNRD1	TLR2	TLR4	TMED5	TMEM120A	TMEM165	TMEM167A	TNFAIP2	TNFAIP3	TNFAIP6	TNFAIP8	TNFRSF1A	TNFRSF1B	TNFSF8	TNIP1	TNIP2	TNIP3	TNS3	TOM1	TOP1	TP53BP2	TPM4	TPP1	TPST1	TPT1	TRAF1	TRAPPC5	TREM1	TRIM25	TRIP12	TRMT6	TYMP	TYROBP	UAP1	UBE2D1	UBE2D3	UBE2E1	UBE2Z	UBL5	UBR4	UFM1	UPP1	USP32	VASP	VCAN	VDR	VEGFA	VIM	VPS9D1	WARS1	WDFY3	WDR1	WTAP	XBP1	YBX3	YWHAE	YWHAG	YWHAZ	ZBTB43	ZC3H12A	ZDHHC20	ZEB2	ZFP36L1	ZMIZ1	ZNF267	ZNF385A	ZNF706	ZNFX1	ZSWIM6	ZYX
TRAVAGLINI_LUNG_PERICYTE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_PERICYTE_CELL	ADAMTSL3	ADCY3	ADGRD1	ADGRF5	ADGRG6	AFAP1L2	AGTR1	ANKRD44	APOE	APOLD1	ARHGDIB	ARHGEF17	B2M	CADM1	CCDC102B	CCDC68	CDH19	CDH6	CHN1	CHST2	CLMN	COL4A1	COL4A2	COX4I2	CPM	CSPG4	DGKG	DPYSL2	DUSP4	EBF1	EFEMP1	EFHD2	EGFL6	ESAM	ETV5	EZR	F2R	FAM162B	FARP1	FOXF1	FOXF2	GABRB2	GJA4	GJC1	GMFG	GPC4	GPX3	GUCY1A2	HIGD1B	HSPA2	IGFBP2	IMPA2	INSC	ITGA1	ITM2C	KCNK17	KCNK3	LAMB1	LAMC3	LPL	LRCOL1	MATN3	MCAM	MEST	MYO10	MYO1B	NCK2	NDRG1	NDUFA4L2	NID1	NOTCH3	NRCAM	OBSCN	P2RY14	PAG1	PCDH1	PCDH18	PDE8B	PDGFRB	PDZD2	PEAR1	PERP	PLCB1	PLCE1	PLXDC1	PON2	PRDM1	PREX2	PTN	RFTN1	RGN	RGS5	RPS6KA2	SEMA5A	SEMA6D	SGIP1	SLC12A2	SLC35B3	SORT1	SPRY4	STOM	SYNM	TACC1	TBX5	TESC	TMEM204	TNFRSF21	TRIB2	TRPC6	TTYH2	TXNIP	UXS1	VSNL1	WLS
TRAVAGLINI_LUNG_PLASMACYTOID_DENDRITIC_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_PLASMACYTOID_DENDRITIC_CELL	ABHD15	AEBP1	AFF3	ANKRD53	APP	ATP13A2	BCL11A	BMF	C12orf75	CARD11	CBFA2T3	CCDC50	CCDC88A	CD4	CDYL	CIB2	CLEC4C	COBLL1	CORO1C	CSF2RB	CUX2	CXCR3	CYB561A3	DAB2	DNASE1L3	DUSP5	EGLN3	EIF2AK4	EPHA2	EPHB1	FLNB	GAPT	GAS6	GPM6B	GPR183	GPX1	IRF4	IRF8	ITM2C	KCNK17	KRT5	LAMP5	LGMN	LINC00996	LRRC26	LTK	MAP1A	MCOLN2	MGLL	MPEG1	MYBL2	MZB1	NAPSB	NIBAN3	NOPCHAP1	NR3C1	NRP1	NUP210	P2RY14	PACSIN1	PARVB	PFKFB2	PHEX	PLD4	PLXNA4	PMEPA1	PPM1J	PPP1R14B	PROC	PTCRA	PTPRS	RASD1	RNASE6	RNASET2	RNF130	RRBP1	RUNX2	SCAMP5	SCN9A	SEC61B	SEL1L3	SERPINF1	SH2B3	SIDT1	SLC20A1	SLC35F3	SLC7A5	SMIM5	SMPD3	SPIB	SPNS3	ST6GALNAC4	STMN1	SULF2	SYK	TAMALIN	TBC1D8	TCF4	TGFBI	THBD	TLR7	TNFRSF21	TOX2	TP53I11	TPM2	TSPAN13	UGCG	UNC93B1	VASH2	VEGFB	ZFAT
TRAVAGLINI_LUNG_PLATELET_MEGAKARYOCYTE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_PLATELET_MEGAKARYOCYTE_CELL	ABCB6	ABCC3	ABCC4	ABHD16A	ABI1	ABLIM3	ACRBP	ACSBG1	ACTB	ACTN1	ACTR3B	ACVR1	ADIPOR1	AFAP1L2	AGPAT1	AGR2	AGR3	AHCTF1	AIG1	AKIRIN2	ALOX12	AMD1	ANAPC5	ANKRD9	ANO6	AP1M2	AP2M1	AP2S1	APP	AQP10	ARF1	ARF3	ARF4	ARG2	ARHGAP18	ARHGAP21	ARHGAP45	ARHGAP6	ARMC3	ARPC1B	ARPC4	ARPC5	ARRB1	ASAP1	ASAP2	ATP2A3	ATP6V0E1	ATP9A	BAIAP2	BBC3	BBLN	BCL2L1	BEND2	BEX3	BICD2	BIN2	BLOC1S6	BMP6	BNIP3	BRD3	C12orf76	C19orf33	C1orf198	C20orf96	C2orf88	CA2	CABP5	CALD1	CALM1	CALM3	CAMTA1	CAP1	CAPN1	CAPS	CAPSL	CAPZA2	CARD19	CASP3	CAV2	CAVIN2	CCDC103	CCDC78	CCDC85B	CCL5	CCND3	CCNG1	CD151	CD226	CD27-AS1	CD36	CD47	CD9	CDK2AP1	CDKN1A	CDKN2D	CENPT	CERS2	CETN2	CFAP144	CFAP161	CFAP276	CFAP45	CFAP90	CHMP6	CIBAR2	CIMAP3	CIMIP1	CLDN3	CLDN4	CLDN5	CLEC1B	CLIC1	CLIC4	CLTA	CLU	CMIP	CMPK1	CMTM5	CMTM6	CNST	CORO1C	CP	CTDSPL	CTSA	CTTN	CXCL17	CXCR2P1	CYB5A	CYB5R1	CYB5R3	CYP4B1	CYREN	CYTH2	CYTOR	DAAM1	DAB2	DAPP1	DCLRE1A	DERA	DHRS3	DIAPH1	DMTN	DNAJB6	DNM3	DOK1	DOK2	DPCD	DUSP22	DYNLL1	DYNLRB2	ECRG4	EGLN3	EIF2AK1	EIF4E	EIF4G2	ELF3	ELOVL7	EMC3	ENDOD1	ENKUR	EPCAM	EPOR	ESAM	ETFA	F11R	F13A1	F2R	F2RL3	FAM110A	FAM30A	FAM81B	FANK1	FAXDC2	FERMT3	FHL1	FHL2	FKBP1A	FKBP8	FLNA	FOLR1	FOXJ1	FRMD3	FRMD4B	FSTL1	FSTL4	FXYD3	GABARAPL2	GADD45A	GAPDH	GAS2L1	GATA1	GET1	GFI1B	GGTA1	GMPR	GNAS	GNAZ	GNB5	GNG11	GP1BA	GP6	GP9	GPX1	GPX4	GRAP2	GRHL1	GRK5	GRTP1	GSN	GSTA1	GSTO1	GSTP1	GTPBP2	GUCY1A1	GUCY1B1	H1-0	H1-2	H2AC6	H2AC8	H2AJ	H2BC12	H2BC21	H2BC5	H2BC8	H2BC9	H3C10	H3P6	HACD4	HBA1	HBB	HBQ1	HDAC5	HEMGN	HEXIM2	HGD	HHEX	HIGD1A	HK1	HLA-E	HMG20B	HMGB1	HOATZ	HPCAL1	ICAM2	IFRD1	IGF1R	IGF2BP3	IGFBP2	ILK	INAFM2	INF2	INKA1	INKA2	INSIG1	IRAK2	IRX3	ISCA1	ITGA2B	ITGB1	ITGB3	ITGB5	ITM2B	JAM3	KIAA0513	KIF2A	KIFC3	KLF5	KRT18	KRT19	KRT7	KRT8	LAMTOR1	LAT	LCN2	LDLRAP1	LEPROT	LGALS12	LGALSL	LIMS1	LINC00853	LINC00938	LINC01011	LINC01089	LINC02915	LPAR5	LRRIQ1	LTBP1	LY6G5C	LY6G6F	LYL1	LYPLAL1	LYPLAL1-AS1	MACIR	MAD2L1BP	MAFG	MAP2K3	MAP3K7CL	MAPRE2	MARCHF2	MAX	MCUR1	MDM1	MEIS1	MEPCE	MFAP3L	MFSD1	MGLL	MICU1	MINDY1	MIR4435-2HG	MIR6843	MISP3	MKRN1	MLH3	MMD	MMRN1	MOB1A	MOB1B	MOB3C	MORN2	MPIG6B	MPL	MPP1	MPST	MS4A8	MSANTD3	MTFR1L	MTURN	MYCT1	MYH9	MYL12A	MYL6	MYL9	MYLK	MYZAP	N4BP2L1	NAP1L1	NAT8B	NCK1-DT	NCK2	NCKAP1	NCOA4	NDUFA5	NDUFA6	NDUFAF3	NDUFS5	NENF	NEXN	NFE2	NOMO1	NORAD	NRGN	NSMCE3	NT5C3A	NT5M	NUTF2	OAZ1	ODC1	OSBPL6	OST4	P2RY12	PACSIN2	PAIP2	PARD3	PARK7	PARVB	PBX1	PCP2	PCSK6	PCYT1B	PDCD10	PDE5A	PDGFA	PDGFA-DT	PDLIM1	PDLIM4	PDLIM7	PDZK1IP1	PEAR1	PEDS1	PF4	PF4V1	PGRMC1	PIERCE1	PIGR	PIK3CB	PIP	PIP4K2A	PIP4P2	PKM	PLA2G12A	PLEK	PLEKHO1	PNMA1	PPBP	PPDPF	PPM1A	PPP1R14A	PPP3R1	PRDX5	PRDX6	PRKAR1B	PRKAR2B	PRKCD	PROS1	PRR7	PRUNE1	PSCA	PSTPIP2	PTCRA	PTGIR	PTGS1	PTK2	PTPN18	PTPRJ	PTTG1IP	PVALB	PYGL	R3HDM4	RAB10	RAB11A	RAB27B	RAB32	RAB37	RAB4A	RAB6B	RAB8A	RABGAP1L	RAC1	RAP1B	RAP2B	RARG	RASA3	RASGRP2	RBBP6	RBPMS2	RBX1	RDH11	RGS10	RGS18	RGS6	RHEB	RHOBTB1	RILPL1	RIOK3	RIT1	RNF11	ROPN1L	RPA1	RPL23AP7	RSPH1	RSPH9	RSU1	RTN3	RTN4	RUFY1	SAT1	SCFD2	SCGB1C1	SCGB1C2	SCN1B	SDC4	SEC14L1	SELP	SEMA4D	SENCR	SEPTIN4	SERPINE2	SH3BGRL	SH3BGRL2	SH3BGRL3	SH3TC2	SIAE	SIAH2	SLA2	SLBP	SLC34A2	SLC39A3	SLC40A1	SLC44A4	SLC6A4	SLPI	SMIM22	SMIM3	SMIM5	SMOX	SNAP23	SNCA	SNN	SNTN	SPARC	SPHK1	SPINT2	SPMIP6	SPNS1	SPOCD1	SQSTM1	SRC	SRSF8	SSBP2	SSX2IP	STOM	STON2	STRN4	STX11	STXBP2	SUSD3	SWI5	SYMPK	SYTL4	TACC3	TACSTD2	TAGLN2	TAL1	TALDO1	TAOK3	TBC1D20	TBXA2R	TCEAL9	TDRP	TFPI	TGFB1	TGFB1I1	TJP2	TLK1	TLN1	TM2D2	TM6SF1	TMBIM1	TMC5	TMCC2	TMEM140	TMEM17	TMEM219	TMEM40	TMEM50A	TMEM64	TMEM91	TMSB4X	TNFSF4	TNNC2	TNS1	TPM1	TPM3	TPM4	TPPP3	TPST2	TPTEP1	TRAPPC3L	TRAPPC5	TREML1	TRIM58	TSC22D1	TSC22D4	TSPAN1	TSPAN18	TSPAN33	TSPAN9	TSPOAP1-AS1	TST	TUBA1C	TUBA4A	TUBA8	TUBB1	TUBB4B	TWSG1	UBA7	UBAC2	UBE2E3	UBE2O	UBL4A	UBXN11	UBXN6	UNC13D	UQCRH	USF2	UXS1	VAMP7	VAPA	VCL	VDAC3	VIM-AS1	WBP2	WDR1	WDR11-DT	WFDC2	WHAMMP2	WHAMMP3	WIPI1	WRNIP1	WWC1	XPNPEP1	YIF1B	YPEL5	YWHAH	YWHAZ	ZCCHC17	ZFYVE21	ZGLP1	ZMYND10	ZNF185	ZNF271P	ZNF367	ZNF542P	ZYX
TRAVAGLINI_LUNG_PROLIFERATING_BASAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_PROLIFERATING_BASAL_CELL	A4GALT	ABHD16A	ABRACL	ABT1	ACAT2	ACBD6	ACOT7	ACP1	ADAM15	ADGRG1	ADH1C	ADH7	ADISSP	ADRM1	ADSL	AGGF1	AGR2	AHCY	AIP	AK2	AKR1A1	AKR1B10	AKR7A2	ALDH3A1	ALDH7A1	ALDOA	ALKBH7	ALOX15	ANAPC11	ANAPC5	ANLN	ANP32B	ANP32E	AP2M1	AP2S1	APEX1	AQP3	AQP5	ARFRP1	ARHGAP11A	ARL4A	ARL4D	ARL6IP1	ARPC1A	ARPC2	ASF1B	ASPM	ATAD2	ATAD5	ATP1B3	ATP5F1A	ATP5F1B	ATP5F1C	ATP5F1D	ATP5MC1	ATP5MC2	ATP5MC3	ATP5PB	ATP5PO	ATXN10	AURKA	AURKB	AVPI1	BAG1	BARD1	BAZ1B	BCL11A	BCL2L12	BCL7C	BEND5	BHLHE40	BIRC5	BRCA2	BSG	BTF3	BUB1	BUB1B	BUB3	BUD13	C16orf74	C19orf48P	C1QBP	C1orf35	CACYBP	CALD1	CALML3	CAMLG	CAPG	CAPN1	CARHSP1	CARS2	CBR1	CBX3	CBX5	CCDC34	CCDC90B	CCNA2	CCNB1	CCNB2	CCT2	CCT3	CCT4	CCT5	CCT6A	CCT7	CD320	CD82	CDC123	CDC20	CDC45	CDC6	CDCA2	CDCA3	CDCA4	CDCA5	CDCA7L	CDH3	CDK1	CDK16	CDK2AP1	CDK4	CDKN2C	CDKN2D	CDKN3	CDT1	CENPA	CENPE	CENPF	CENPH	CENPK	CENPM	CENPN	CENPS	CENPU	CENPW	CEP15	CEP55	CFL1	CHCHD10	CHCHD3	CHEK1	CHEK2	CHST9	CHTF18	CKAP2	CKAP2L	CKMT1B	CKS1B	CKS2	CLCA2	CLDN10	CLEC2B	CLN6	CLNS1A	CLPTM1	CLSPN	CMAS	CNOT2	COA8	COMMD4	COMTD1	COPS3	COPS8	COQ2	COX4I1	COX5A	COX6B1	COX7B	COX8A	CRBN	CSE1L	CSNK2B	CSTA	CXCL14	CYBA	CYC1	CYP2S1	DANCR	DAPL1	DBF4	DCK	DCTN2	DCTPP1	DDB2	DDIT4	DDX39A	DEFB1	DEK	DEPDC1	DGCR6L	DHFR	DIAPH3	DKC1	DLEU1	DLGAP5	DLK2	DNAJC8	DNAJC9	DNMT1	DPYSL3	DSC3	DSP	DTYMK	DUT	E2F8	ECHS1	ECI1	ECT2	EEF1A1	EEF1B2	EEF1D	EEF1G	EEF2	EIF2AK1	EIF2D	EIF2S3	EIF3D	EIF3E	EIF3F	EIF3I	EIF3K	EIF3L	EIF3M	EIF4EBP1	EIF4H	ENO1	EPRS1	ESCO2	ESD	ESRP1	ETFA	ETFB	ETHE1	EXOSC3	EXOSC8	EZH2	F12	FABP5	FAM107A	FAM111A	FAM111B	FAM162A	FAM3B	FAM3C	FAM3D	FAM83D	FANCD2	FANCI	FBL	FBLN1	FDPS	FEN1	FERMT1	FGFBP1	FHL2	FIBP	FKBP1A	FKBP3	FKBP4	FKBP5	FMO2	FN3KRP	FOXM1	FOXN3	FXYD5	GADD45A	GAPDH	GAS5	GCHFR	GDI2	GGCT	GGH	GHITM	GINS2	GJB3	GLRX5	GLTP	GLUL	GMNN	GNAI1	GOT1	GOT2	GPAA1	GPC1	GPN3	GPSM2	GPX2	GRHPR	GSS	GSTM4	GSTO1	GSTP1	GSTZ1	GTF3A	GTSE1	GUSB	GYPC	H1-1	H1-3	H1-4	H1-5	H19	H2AX	H2AZ1	H2AZ2	H4C3	HADH	HADHA	HADHB	HAUS1	HAUS4	HCAR2	HDAC1	HDAC2	HEBP2	HELLS	HES1	HES4	HEXB	HEY1	HIGD2A	HINT1	HJURP	HMGA1	HMGB1	HMGB2	HMGB3	HMGN1	HMGN2	HMGN5	HMMR	HNRNPA1	HNRNPA2B1	HNRNPA3	HNRNPAB	HNRNPD	HNRNPR	HNRNPUL1	HP1BP3	HRAS	HS3ST1	HSD17B10	HSPA9	HSPB1	HSPD1	HTATSF1	IDH2	IDH3G	IFI16	IGBP1	IGFBP2	IGFBP3	IGFBP4	IGFBP6	IKBIP	IL33	ILF2	IMMT	IMPDH2	INTS10	INTS11	IP6K2	ISLR	ISOC2	ISYNA1	ITGB1BP1	ITGB3BP	ITGB4	JPT1	JUP	KARS1	KCTD1	KHDRBS1	KIF11	KIF20A	KIF20B	KIF21A	KIF22	KIF23	KIF2C	KIF4A	KIFC1	KNL1	KNSTRN	KPNA2	KRT13	KRT14	KRT15	KRT16	KRT17	KRT19	KRT5	KRT6A	KRTCAP3	LAD1	LAGE3	LARP6	LDHB	LGALS7B	LIME1	LINC00958	LINC01133	LMF2	LMNB1	LMNB2	LMO4	LOC102724701	LRRCC1	LSM2	LSM3	LSM4	LSM5	LSM8	LY6D	LY6E	MACROD1	MACROH2A1	MACROH2A2	MAD2L1	MAD2L2	MARCKS	MCM3	MCM5	MCM6	MCM7	MDH1	MDH2	MDK	MEA1	MELK	METTL23	METTL5	METTL9	MGME1	MGST2	MIF	MIR205HG	MIS18A	MIS18BP1	MKI67	MKKS	MLF2	MMAB	MMP10	MND1	MPC2	MPG	MRPL11	MRPL12	MRPL13	MRPL18	MRPL21	MRPL28	MRPL37	MRPL51	MRPS15	MRPS16	MRPS26	MSH2	MTCH1	MTERF3	MTFP1	MTFR2	MTG1	MTHFD1	MXD3	MYL6B	MZT1	MZT2A	MZT2B	NAA10	NABP2	NACA	NAP1L1	NAP1L4	NAPRT	NASP	NCAPD2	NCAPD3	NCAPG	NCAPG2	NCAPH	NCL	NCOR1	NDC80	NDUFA10	NDUFA9	NDUFB10	NDUFB5	NDUFB9	NDUFS2	NDUFS3	NDUFS8	NDUFV1	NEK2	NFIA	NHERF1	NHP2	NME1	NMU	NOB1	NONO	NOP53	NOP56	NPM1	NPM3	NRM	NSG1	NT5C	NUCKS1	NUDT1	NUDT21	NUDT22	NUDT8	NUF2	NUP37	NUSAP1	OAF	OAT	OLA1	ORAI3	ORC6	OXA1L	P4HB	PA2G4	PABPC1	PAFAH1B3	PAGR1	PAICS	PARK7	PARP1	PARP2	PAXX	PBK	PCBP2	PCLAF	PCMT1	PCNA	PDCD4	PDCD5	PDHA1	PDHB	PDIA6	PDLIM1	PERP	PFKL	PFN1	PGAM1	PHB1	PHB2	PHF19	PHF20L1	PHGDH	PIGT	PIH1D1	PIK3R1	PIMREG	PITX1	PKM	PKMYT1	PKP1	PKP3	PLEKHA5	PLK1	PLP2	POC1A	POLD2	POLD4	POLE4	POLR1D	POLR1E	POLR2E	POLR2G	POP7	POSTN	PPIA	PPIG	PPIH	PPM1G	PPP1CA	PPP1CC	PPP1R13L	PPP1R14B	PPP5C	PRC1	PRDX2	PRDX3	PRIM1	PRKDC	PRKRA	PRMT1	PRPF19	PRPF38B	PRPS2	PRPSAP1	PRRG4	PRSS23	PRXL2A	PSIP1	PSMA2	PSMB1	PSMB7	PSMB8	PSMB9	PSMC3	PSMC4	PSMD14	PSMD2	PSMD4	PSMD7	PSMD8	PSME1	PSME2	PSMG2	PTGES3	PTGR1	PTMA	PTN	PTPRZ1	PTTG1	PXMP2	PYCARD	RAB13	RAB34	RACGAP1	RACK1	RAD21	RAD51	RAD51AP1	RAD51C	RAN	RANBP1	RAP1B	RASSF1	RASSF6	RBBP7	RBM3	RCC1	RCC2	RCN2	REEP4	RFC2	RFC4	RFC5	RHEB	RHNO1	RHOBTB3	RHOC	RMI2	RNASEH2A	RNASEH2B	RNASEH2C	RND3	RPA1	RPL10	RPL10A	RPL11	RPL13	RPL13A	RPL14	RPL15	RPL18	RPL18A	RPL19	RPL23A	RPL26	RPL28	RPL29	RPL3	RPL32	RPL39L	RPL4	RPL6	RPL7	RPL7A	RPL8	RPLP0	RPLP1	RPN2	RPS12	RPS15	RPS15A	RPS16	RPS17	RPS18	RPS19	RPS2	RPS23	RPS27A	RPS3	RPS3A	RPS4X	RPS5	RPS6	RPS7	RPS8	RPS9	RPSA	RPSA2	RRM1	RRM2	RTRAF	RUSC1	RWDD1	S100A14	S100A16	S100A2	SAC3D1	SAE1	SCCPDH	SDHA	SDHAF3	SEC11A	SERINC2	SERPINB13	SERPINB3	SERPINB4	SERPINB5	SERPINF1	SF3A2	SFN	SGO1	SGO2	SHMT2	SIVA1	SKA2	SLBP	SLC1A5	SLC25A11	SLC25A3	SLC25A39	SLC25A5	SLC25A6	SLC2A1	SLITRK6	SMARCC1	SMC1A	SMC2	SMC3	SMC4	SMIM15	SMS	SNAI2	SNCA	SNF8	SNHG29	SNHG32	SNHG5	SNHG7	SNRNP25	SNRNP40	SNRPA	SNRPA1	SNRPB	SNRPD1	SNRPE	SNRPF	SNRPG	SOX15	SOX2	SPC25	SPRY1	SRM	SRP9	SRSF2	SRSF3	SRSF9	SSBP1	SSRP1	ST6GALNAC1	STAT1	STMN1	STOML2	STRAP	SUCLG1	SULT2B1	SUMO2	SUMO3	SUN2	SUPT16H	SYPL1	SYTL1	TACC3	TACSTD2	TALDO1	TCEAL2	TCF19	TCF4	TCP1	TECR	TERF1	TEX264	TEX30	TFDP1	THOC3	TIMM10	TIMMDC1	TIMP1	TK1	TKT	TMEM106C	TMEM123	TMEM14A	TMEM237	TMEM54	TMPO	TMX1	TNC	TNFSF10	TOMM22	TOMM40	TOMM5	TOP2A	TP53	TP53I13	TP63	TPGS2	TPI1	TPM2	TPR	TPRKB	TPX2	TRAP1	TREX1	TRIM29	TRIM59	TRIM7	TRIP13	TRIP6	TROAP	TSC22D3	TSEN34	TSHZ2	TSKU	TSPO	TSR3	TTK	TUBA1B	TUBA1C	TUBA4A	TUBB	TUBG1	TUFM	TXN	TXNIP	TXNL1	TYMS	TYMSOS	UACA	UBA2	UBA52	UBAC1	UBE2C	UBE2D2	UBE2E3	UBE2I	UBE2S	UBE2T	UBE2V2	UCHL3	UCHL5	UFD1	UGP2	UHRF1	UPF3A	UPK1B	UQCC2	UQCC3	UQCRC1	UQCRC2	UQCRH	USP1	UXT	VDAC1	VDAC2	VDAC3	VPS29	VRK1	WASF2	XRCC5	XRCC6	YBX1	YEATS4	YWHAH	YWHAQ	ZDHHC12	ZFYVE21	ZNF43	ZNF581	ZNF703	ZWINT
TRAVAGLINI_LUNG_PROLIFERATING_MACROPHAGE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_PROLIFERATING_MACROPHAGE_CELL	AAMDC	ABCG1	ABCG2	ABHD12	ABHD5	ACAA2	ACADVL	ACAT1	ACAT2	ACER3	ACO1	ACOT13	ACOT4	ACOT7	ACP5	ACTN1	ACVRL1	ACYP2	ADAMTSL4	ADISSP	ADPGK	ADTRP	AGPAT2	AGRP	AK6	AKIP1	AKR1A1	AKR1B1	AKR1C2	AKR1C3	AKR7A2	ALAS1	ALCAM	ALDH1A1	ALDH2	ALDH3A2	ALDH7A1	ALDOA	ALG9	ALOX5	ALOX5AP	AMIGO2	ANAPC11	ANG	ANLN	ANP32B	ANP32E	ANPEP	ANXA1	ANXA2	ANXA4	ANXA5	AP2S1	APIP	APLP2	APOC1	APOE	APOL4	AQP3	ARHGAP11A	ARHGAP18	ARL2	ARL4A	ARL6IP1	ARPC1B	ARPC2	ARPC3	ARPC5	ARRDC4	ASAH1	ASF1B	ASPM	ASRGL1	ATAD2	ATG3	ATL3	ATOX1	ATP1B1	ATP1B3	ATP2B1	ATP2C1	ATP5F1C	ATP5MC3	ATP5PF	ATP6AP1	ATP6AP2	ATP6V0B	ATP6V0C	ATP6V0D1	ATP6V0E1	ATP6V1D	ATP6V1E1	ATP6V1F	ATP6V1H	AURKA	AURKB	AVPI1	AXL	B2M	BANF1	BARD1	BATF3	BAX	BCAP29	BCAP31	BCL2A1	BCL2L12	BHLHE40	BHLHE41	BIRC5	BLOC1S1	BLOC1S2	BLVRA	BLVRB	BRCA1	BRCA2	BRI3	BSG	BST1	BTG3	BUB1	BUB3	C1QA	C1QB	C1QC	C1orf162	C2	C8B	CACYBP	CALM1	CALM2	CALM3	CALU	CAMP	CAPG	CAPZA2	CARHSP1	CAT	CAVIN3	CBR1	CBR3	CCDC18	CCDC34	CCDC47	CCDC88A	CCL18	CCL20	CCL23	CCNA2	CCNB1	CCNB2	CCRL2	CCT5	CD14	CD151	CD163	CD164	CD47	CD52	CD58	CD59	CD63	CD68	CD74	CD81	CD86	CD9	CDC20	CDCA2	CDCA3	CDCA5	CDCP1	CDK1	CDK4	CDKN2A	CDKN2C	CDKN3	CDT1	CENPA	CENPE	CENPF	CENPH	CENPK	CENPM	CENPN	CENPS	CENPU	CENPW	CEP15	CEP55	CES1	CFD	CFL1	CHCHD2	CHMP5	CIAO2A	CIP2A	CISD2	CKAP2	CKAP2L	CKS1B	CKS2	CLDN7	CLIC4	CLSPN	CLTA	CNIH4	COA6	COLEC12	COLGALT1	COMMD4	COMT	COPRS	COQ2	CORO1C	COX5A	COX6C	COX8A	CPE	CPVL	CREG1	CRIP1	CRNDE	CSE1L	CST3	CSTA	CSTB	CTNNA1	CTNNB1	CTSA	CTSB	CTSC	CTSD	CTSH	CTSL	CTSS	CTSZ	CXCL1	CXCL10	CXCL16	CXCL2	CXCL3	CXCL5	CXCL8	CYB5A	CYB5R3	CYBA	CYP27A1	DAB2	DBI	DCK	DCTN3	DCTN6	DCTPP1	DDB2	DDX39A	DECR1	DEFB1	DEK	DENND5A	DEPDC1	DHFR	DIAPH3	DLGAP5	DMAC1	DNAJA1	DNAJC15	DNAJC9	DNASE2	DNMT1	DPYSL2	DRAM1	DST	DTYMK	DUT	DYNC2I2	DYNLL1	DYNLRB1	E2F1	ECH1	ECHDC1	ECHS1	ECSCR	EDEM2	EIF2S2	EIF4A3	EIF4EBP1	ELOB	ELOC	EMC3	EMC7	EMC9	ENO1	ENOSF1	ENY2	EPHX1	ERH	ERP29	ERP44	ESCO2	ETFB	ETHE1	EXOSC9	EZH2	FABP4	FABP5	FAM111A	FAM111B	FAM3B	FAM50A	FAM89A	FANCI	FBP1	FBXO5	FCER1G	FCGR1A	FCGR1BP	FCGR3A	FCGRT	FDFT1	FDPS	FDX1	FEN1	FH	FHL1	FIBP	FN1	FOLR3	FOXM1	FPR1	FTH1	FTL	FUCA1	FUCA2	FUOM	GAA	GAPDH	GAS2L1	GBP1	GCA	GCHFR	GET3	GGA2	GGH	GIHCG	GINS2	GLA	GLB1	GLDN	GLIPR2	GLO1	GLRX	GLUL	GMNN	GMPS	GNAS	GNB2	GNG5	GPA33	GPCPD1	GPD1	GPD2	GPN3	GPNMB	GPSM2	GPX1	GPX3	GPX4	GRINA	GRN	GSDMD	GSN	GSTO1	GSTP1	GTF2A2	GTF3C6	GTSE1	GUSB	GYPC	H1-2	H1-3	H1-4	H2AC17	H2AC20	H2AJ	H2AX	H2AZ1	H2AZ2	H4C3	HACD3	HACD4	HADH	HADHA	HADHB	HAGH	HAT1	HAUS1	HAUS2	HAUS4	HCFC1R1	HCK	HDAC2	HDDC2	HERC5	HEXA	HEXB	HINT2	HIRIP3	HJURP	HLA-C	HLA-DMA	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQA2	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB5	HLA-DRB6	HMG20B	HMGB1	HMGB2	HMGB3	HMGN1	HMGN2	HMGN3	HMMR	HNMT	HNRNPAB	HP	HPRT1	HSBP1	HSD17B11	HSD17B4	HSP90AA1	HSP90B1	HSPA1A	HSPB1	HSPD1	HSPE1	HTATIP2	HYI	IDH2	IER3IP1	IFI27	IFI27L1	IFI30	IFI6	IFIT3	IFT25	IGFBP2	IGSF6	IL17RB	IL18	IL1B	IL1RN	IL3RA	IL6	ILF2	ILVBL	INHBA	ISOC2	ITGB3BP	ITGB8	ITM2B	JAML	JPT1	KCNA3	KIF11	KIF14	KIF20B	KIF22	KIF23	KIF2C	KIF5B	KIFC1	KNL1	KNSTRN	KPNA2	KYNU	LACTB	LAIR1	LAMP1	LAMP2	LAMTOR1	LAMTOR2	LAP3	LDHA	LDHB	LEPROT	LGALS1	LGALS3	LGALS3BP	LGALS9	LIG1	LIPA	LPL	LRP1	LRPAP1	LRR1	LRRCC1	LSM2	LSM3	LSM4	LSM5	LTA4H	LY6E	LY86	LY96	LYAR	LYZ	MACC1	MACROH2A1	MAD2L1	MAGOHB	MARCO	MCEMP1	MCM3	MCM4	MCM5	MCM6	MCM7	MCOLN1	MCUR1	MDH1	MDK	MELK	MESD	MFSD1	MGMT	MGST1	MGST2	MGST3	MICOS10	MIR3945HG	MIS18BP1	MKI67	MME	MMP19	MND1	MNDA	MPC1	MPC2	MPHOSPH6	MPP1	MPZL2	MRC1	MRPL13	MRPL14	MRPL17	MRPL18	MRPL27	MRPL34	MRPL37	MRPL51	MRPL57	MRPS15	MRPS16	MRPS18C	MS4A4A	MS4A6A	MS4A7	MSR1	MSRB2	MT1E	MT1F	MT1G	MT1L	MT1X	MT2A	MTCH2	MTFR2	MTHFD2	MTMR11	MTX1	MX1	MXD3	MYBL2	MYDGF	MYL12B	MYL6	MZT1	MZT2B	NAA20	NANS	NAPRT	NASP	NCAPG	NCAPH2	NCEH1	NCF2	NCF4	NDC80	NDUFA12	NDUFA4	NDUFAF3	NDUFB3	NDUFB5	NDUFB6	NDUFC2	NDUFS8	NDUFV2	NELFE	NENF	NIT2	NMB	NNMT	NOP10	NPC2	NQO2	NTAN1	NUCB1	NUCB2	NUCKS1	NUDT1	NUDT21	NUDT5	NUF2	NUP214	NUPR1	NUSAP1	OAS1	OASL	OAZ1	OIP5	OLR1	OPN3	ORC6	ORMDL2	OSBPL11	OSBPL1A	OSCAR	PAFAH1B3	PAPSS1	PARAL1	PARP9	PBK	PCBD1	PCLAF	PCMT1	PCNA	PCOLCE2	PDLIM1	PDLIM7	PDXK	PEBP1	PECAM1	PELATON	PFKL	PFN1	PGD	PGK1	PGP	PHF19	PHGDH	PHLDA3	PHYH	PIGT	PILRA	PIMREG	PIN1	PKM	PKMYT1	PLAAT3	PLAUR	PLBD1	PLD3	PLEKHB2	PLIN2	PLIN3	PLK1	PLP2	PLSCR1	PLXDC2	PNP	PNPLA6	POC1A	POGLUT3	POLD1	POLD3	POLR2K	POLR3K	POMP	POR	PPA2	PPARG	PPIA	PPIC	PPM1G	PPT1	PRC1	PRDX1	PRDX3	PRDX4	PRDX5	PRIM1	PRPS2	PRR11	PRRG4	PRSS21	PSAP	PSMA2	PSMA3	PSMA4	PSMA5	PSMA6	PSMA7	PSMB2	PSMB3	PSMB5	PSMB6	PSMC1	PSMC2	PSMC3	PSMD1	PSMD14	PSMD7	PSMD8	PSME2	PSMG2	PTGR1	PTMS	PTPMT1	PTPN12	PTTG1	PTTG1IP	PTX3	PYCARD	QDPR	QSOX1	RAB13	RAB32	RAB34	RAC1	RACGAP1	RAD21	RAD23A	RAD51	RAD51AP1	RALBP1	RAN	RANBP1	RBBP7	RBP4	RBX1	RDX	REEP3	REEP4	REEP5	RER1	RETN	RFC2	RFC4	RGCC	RHBDD2	RHEB	RHOA	RMDN3	RNASE4	RNASEH2A	RND3	RNH1	RNPEP	ROGDI	RPA3	RPL26L1	RPN1	RPN2	RPS27L	RRAGD	RRM1	RRM2	RTN3	RTN4	S100A10	S100A11	S100A13	S100A4	S100A6	SAC3D1	SAE1	SAP18	SARNP	SCARB2	SCCPDH	SCD	SCGB3A1	SCP2	SCPEP1	SDC4	SDCBP	SEC11A	SEPTIN10	SEPTIN11	SERF2	SERINC2	SERPINA1	SERPING1	SGMS2	SGO1	SGO2	SH3BGRL	SHCBP1	SIRPA	SIRPB1	SIVA1	SKA2	SKA3	SKIC8	SLBP	SLC11A1	SLC15A3	SLC16A3	SLC25A11	SLC25A24	SLC25A5	SLC27A3	SLC2A6	SLC31A1	SLC31A2	SLC3A2	SLC7A7	SMC2	SMC4	SMCO4	SMIM30	SMS	SNRNP25	SNRPB	SNRPD1	SNRPD3	SNRPG	SNX10	SNX2	SNX3	SOD1	SORT1	SPAG5	SPARC	SPATS2L	SPC25	SPG21	SPI1	SPNS1	SPPL2A	SQOR	SRD5A3	SSB	SSR3	STAC3	STING1	STMN1	STOM	STX12	STXBP2	SUMO2	SUMO3	SVIL	TACC3	TAF9	TAGLN	TAGLN2	TALDO1	TCEAL3	TCEAL4	TCEAL8	TCEAL9	TCF19	TCF7L2	TCN2	TECR	TEDC1	TEX30	TFPT	TGFBI	TGM2	TGOLN2	TIMM10	TIMP2	TK1	TKT	TMBIM4	TMBIM6	TMED10	TMED3	TMED5	TMED9	TMEM106C	TMEM107	TMEM14B	TMEM14C	TMEM160	TMEM165	TMEM219	TMEM59	TMPO	TMSB4X	TNFAIP6	TNIP3	TOMM5	TOP2A	TP53I3	TPGS2	TPI1	TPRKB	TPX2	TREM1	TREM2	TRIOBP	TRIP6	TROAP	TSPAN3	TSPAN4	TSPO	TUBA1B	TUBA1C	TUBB	TUBB2A	TUBB4B	TUBB6	TUBG1	TXN	TXNDC12	TXNDC17	TYMS	TYROBP	UBASH3B	UBB	UBE2A	UBE2C	UBE2E2	UBE2L3	UBE2L6	UBE2S	UBE2T	UFD1	UHRF1	UNC93B1	UPP1	UQCC2	UQCR10	UQCRC1	UQCRQ	UROD	USP1	VAMP8	VAT1	VDAC2	VDAC3	VIM	VKORC1	VMA21	VMO1	VPS29	VRK1	VSIG4	WASHC3	YBX1	YWHAB	YWHAE	YWHAH	ZBTB8OS	ZCRB1	ZDHHC12	ZDHHC12-DT	ZNF706	ZWINT
TRAVAGLINI_LUNG_PROLIFERATING_NK_T_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_PROLIFERATING_NK_T_CELL	AKR1C3	APMAP	APOBEC3B	ASF1B	ASPM	ATAD2	ATAD5	AURKB	BIRC5	BRCA2	C12orf75	C21orf58	CCDC167	CCNA2	CD160	CDC20	CDC25C	CDC45	CDCA3	CDCA8	CDK1	CDKN3	CDT1	CENPF	CENPH	CENPK	CENPM	CENPN	CENPU	CKS1B	CKS2	CLSPN	DCTN3	DHFR	DIAPH3	DNAJC9	DNMT1	DTL	DUSP2	DUT	DYNC2I2	E2F1	EBP	EZH2	FANCD2	FANCI	FEN1	FGFBP2	GGH	GINS2	GMNN	GNLY	GTSE1	GZMB	H2AZ1	H2AZ2	HELLS	HMGB1	HMGB2	HMGN2	HMGN3	HMMR	HPRT1	ICAM2	IDH2	IGFBP7	KIF14	KIF22	KIF2C	KLRF1	LSM5	MAD2L1	MCM10	MCM3	MCM4	MCM5	MCM6	MCM7	MELK	MKI67	MND1	MYBL2	NCAPH	NDC80	NUCB2	NUDT1	NUF2	OIP5	ORC6	PCNA	PKMYT1	POLQ	PPIA	PRSS23	PSMC3	PSMD8	PTMA	PXMP2	RAD51AP1	RAN	RANBP1	RCC1	RFC4	RPA3	RRM2	S1PR5	SH2D1B	SKA2	SKA3	SLBP	SMC2	SMC4	SNRNP25	SNRPB	STMN1	TACC3	TK1	TMEM106C	TOP2A	TPX2	TROAP	TUBA1B	TUBB4B	TUBG1	TYMS	UBE2C	UBE2T	ZNF367	ZWINT
TRAVAGLINI_LUNG_PROXIMAL_BASAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_PROXIMAL_BASAL_CELL	A4GALT	AAMP	ABCC5	ABHD14B	ABI1	ADAM28	ADH1C	ADH5	ADH7	ADORA2B	ADSS2	AGR2	AHCY	AHNAK	AKR1A1	ALDH1A1	ALDH2	ALDH3A1	ALDH3A2	ALDH7A1	ALDOA	ALKBH7	ALOX15	ANAPC16	ANP32B	ANXA1	AOPEP	AP1G2	AP2M1	APEX1	APP	APPL1	APRT	AQP3	AQP5	ARF5	ARG2	ARID5B	ARL4A	ARL4D	ARPC2	ASCL2	ASPH	ATP1B3	ATP5F1A	ATP5F1B	ATP5F1C	ATP5F1D	ATP5MC1	ATP5MC2	ATP5MC3	ATP5PB	ATP5PO	AVPI1	BAG1	BARD1	BBLN	BCAM	BCL11A	BCL7C	BEND5	BEX4	BHLHE40	BLCAP	BLOC1S2	BRK1	BTF3	C12orf57	C16orf74	C19orf33	C1QBP	CALML3	CAMK1D	CAMLG	CAPG	CAPN1	CAPN13	CAPNS2	CBR1	CCDC85B	CCNB1IP1	CCND1	CCNI	CCT3	CCT4	CCT7	CCT8	CD82	CD9	CDC42EP4	CDC42SE1	CDK4	CDKN2C	CHCHD10	CHD9	CHL1	CHP2	CHST9	CIRBP	CISD1	CKMT1A	CKMT1B	CLCA2	CLDN1	CLDN10	CLEC2B	CLNS1A	CLSTN1	CLTA	CMTM7	CNBP	COMMD6	CORO1B	COX4I1	COX5A	COX5B	CSTA	CTSB	CTSC	CTSD	CYC1	CYP24A1	CYP26A1	CYP2J2	CYP2S1	DANCR	DAPL1	DCTPP1	DDB2	DDIT4	DDOST	DDR1	DECR1	DEK	DHRS3	DLK2	DNAJC4	DPYSL3	DSC3	DUSP1	DUT	EBPL	ECE1	ECI1	EEF1A1	EEF1B2	EEF1D	EEF1G	EEF2	EGFR	EHF	EID1	EIF2A	EIF2S3	EIF3D	EIF3E	EIF3F	EIF3G	EIF3H	EIF3I	EIF3K	EIF3L	EIF3M	EIF4A2	EIF4B	EIF4H	ENO1	ENSA	EPAS1	EPB41L4A-AS1	EPHX1	EPRS1	ETHE1	EYA2	F3	FAF1	FAM107A	FAM162A	FAM210B	FAM3B	FAM3D	FBL	FBLN1	FBXO32	FCGRT	FERMT1	FGFR3	FHL2	FIBP	FMO2	FOXN3	FUCA1	FXYD3	GAMT	GAPDH	GAS5	GATD3	GCHFR	GDI2	GHITM	GLTP	GLUD1	GLUL	GMNN	GPR87	GPX1	GRAMD2B	GRHPR	GRTP1	GSTK1	GSTP1	GYPC	H1-0	H2AZ1	HADHA	HADHB	HAUS4	HCAR2	HDAC1	HERPUD1	HES1	HES4	HEY1	HIGD2A	HINT1	HLF	HMGA1	HMGB1	HMGB3	HMGN1	HMGN3	HNMT	HNRNPA1	HNRNPA3	HNRNPK	HNRNPM	HOOK1	HS3ST1	HSD17B10	HSPA2	IFI16	IFITM10	IGBP1	IGFBP2	IGFBP3	IGFBP4	IGFBP6	IL33	IMPDH2	INKA1	IRAG2	IRF2BP2	ISLR	ISOC2	ISYNA1	ITGA2	ITGB4	ITM2B	JPT1	JUNB	JUP	KARS1	KAT2A	KCTD1	KIF21A	KLF5	KLK11	KMT2E	KRCC1	KRT15	KRT17	KRT19	KRT5	LAMP1	LARP6	LAYN	LDHB	LDLRAP1	LGALS3BP	LGALS7B	LGALS8	LIMA1	LIME1	LINC01315	LMO4	LPAR6	LRATD1	LRIG3	LSM2	LSP1	LY6E	MAGED2	MANBAL	MARCKS	MDH1	MDH2	MDK	MEIS2	METTL5	MGST1	MGST2	MIB2	MICALL2	MIR205HG	MLF2	MMP10	MPST	MRPL4	MRPL40	MRPS26	MRTFB	MT1X	MTSS1	MYL6B	NACA	NAP1L1	NAP1L4	NAPRT	NASP	NCL	NCOA4	NDRG2	NDUFA10	NDUFA8	NDUFA9	NDUFB5	NDUFS2	NDUFS4	NDUFS7	NDUFV1	NET1	NFE2L2	NFIA	NFIB	NFIC	NHERF1	NHP2	NIPSNAP2	NOB1	NOP53	NPM1	NPM3	NSG1	NSMCE1	NT5C	NTS	NUCKS1	NUDT8	OAF	OAT	OLA1	ORAI3	OXA1L	P4HB	PABPC1	PABPC4	PAFAH1B3	PAX9	PCBP2	PCDH7	PCNA	PDCD4	PDCD7	PDHB	PDIA6	PDLIM1	PER2	PERP	PFKP	PGAM1	PGK1	PGLS	PHB1	PHB2	PHGDH	PHLDA3	PHYHD1	PIK3IP1	PITX1	PKM	PKP3	PLEKHA5	PLP2	PLPP2	PLRG1	PMPCB	PNISR	POLD4	POLR1D	POLR2G	POSTN	PPIA	PPIC	PPP1CA	PPP1CC	PRDX2	PRDX3	PRDX6	PRKAA2	PRKCSH	PRNP	PRR15	PRSS23	PRXL2A	PSMA2	PSMB7	PSMC5	PTGES2	PTMA	PTMS	PTN	PTPRS	PTPRZ1	PYCARD	RAB13	RAB25	RAB34	RAB38	RAB4A	RACK1	RAD23A	RASSF6	RBMX	RCN2	RGS12	RHOC	RIPK4	RNASEH2B	RNF7	RNH1	ROGDI	RPL10	RPL10A	RPL11	RPL12	RPL13	RPL13A	RPL14	RPL15	RPL17	RPL18	RPL18A	RPL19	RPL21	RPL22	RPL23	RPL23A	RPL26	RPL27	RPL27A	RPL28	RPL29	RPL3	RPL30	RPL31	RPL32	RPL34	RPL35	RPL35A	RPL36	RPL37	RPL39	RPL4	RPL41	RPL5	RPL6	RPL7	RPL7A	RPL8	RPL9	RPLP0	RPLP1	RPLP2	RPP25L	RPS10	RPS11	RPS12	RPS13	RPS14	RPS15	RPS15A	RPS16	RPS17	RPS18	RPS19	RPS2	RPS20	RPS21	RPS23	RPS24	RPS25	RPS27A	RPS28	RPS3	RPS3A	RPS4X	RPS5	RPS6	RPS7	RPS8	RPS9	RPSA	RPSA2	RSL1D1	RSL24D1	RTRAF	S100A16	S100A2	SDC1	SDHD	SEMA5A	SEPTIN7	SERBP1	SERPINB13	SERPINB3	SERPINB4	SERPINB7	SERPINF1	SET	SH3YL1	SLC15A2	SLC1A5	SLC25A3	SLC25A5	SLC25A6	SLITRK6	SMC2	SNCA	SNHG19	SNHG29	SNHG32	SNHG5	SNHG7	SNHG8	SNRPD2	SNX17	SNX31	SORD	SOX15	SOX2	SPINT1	SPOCK3	SPRY1	SRGAP3	SRSF9	SSBP2	ST6GALNAC1	STEAP1	STIM2	STOML2	SUCLA2	SULT2B1	SUMO2	SYF2	SYNGR1	SYTL1	TACSTD2	TADA3	TALDO1	TCF4	TECR	TEX264	TFAP2A	TFCP2L1	THOC3	TIMM9	TLE5	TMEM123	TMEM14C	TMEM205	TMEM40	TNC	TNFAIP8	TNFRSF18	TNFRSF21	TNFSF10	TNNT3	TNS4	TOB1	TOMM22	TP53I13	TP63	TPI1	TPM2	TPT1	TRABD	TRADD	TRAP1	TRIM29	TRIP6	TSC22D1	TSC22D3	TSEN34	TSHZ2	TSKU	TSPAN8	TSPO	TUFM	TXN	TXN2	TXNIP	TXNL1	UACA	UBA52	UBE2E3	UBXN1	UQCC2	UQCRB	UQCRC1	UQCRC2	UQCRH	UXT	VAV3	VDAC2	VILL	WIPI1	XIST	XRCC5	XRCC6	YBX1	ZBTB44	ZFAS1	ZFP36L1	ZFP36L2	ZFYVE21	ZNF385A	ZNF428	ZNF703	ZNF706
TRAVAGLINI_LUNG_PROXIMAL_CILIATED_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_PROXIMAL_CILIATED_CELL	ABAT	ABCA13	ABCA5	ABCC5	ABHD11	ABHD12B	ABHD2	ABI1	ABI2	ABITRAM	ABL2	ACAP1	ACKR4	ACLY	ACSS1	ACTR2	ACTR6	ACYP1	ADA2	ADD3	ADGB	ADGRF1	ADH6	ADPRS	ADSS2	AFDN	AGBL2	AGBL5	AGPAT3	AGPAT5	AGR2	AGR3	AGTRAP	AHNAK2	AHSA1	AHSA2P	AK7	AK8	AK9	AKAP14	AKAP9	AKNA	AKR7A2	ALCAM	ALDH1A1	ALDH1L1	ALDH3B1	ALG1L1P	ALKBH5	ALMS1	ALOX15	AMPD3	AMZ2	ANAPC15	ANAPC5	ANKDD1B	ANKMY1	ANKRD13D	ANKRD26	ANKRD35	ANKRD37	ANKRD42	ANKRD45	ANKRD54	ANKRD65	ANKRD66	ANKUB1	ANKZF1	ANXA1	ANXA11	ANXA7	APCDD1	APOBEC4	APOD	APOO	APPL2	ARB2A	ARHGAP18	ARHGAP32	ARHGAP39	ARHGAP4	ARL3	ARL4A	ARL6	ARL6IP4	ARMC2	ARMC3	ARMH1	ARSD	ASB1	ASL	ASXL2	ATG9B	ATOSA	ATOX1	ATP2A2	ATP2C2	ATP5F1A	ATP5F1E	ATP5IF1	ATP5MC2	ATP5ME	ATP5MF	ATP5MG	ATP5MJ	ATP5MK	ATP5PF	ATP5PO	ATP6AP1	ATP6V1D	ATP9A	ATXN10	ATXN2	ATXN7L3B	AURKAIP1	AUTS2	AZI2	AZIN1	AZU1	B3GALT4	B3GNT5	B9D1	B9D2	BAALC	BAD	BAIAP2	BAIAP2L1	BAIAP3	BANF1	BASP1	BBIP1	BBLN	BBOF1	BBS1	BBS2	BBS4	BBS9	BCAS1	BCAS3	BCCIP	BCL2L1	BCO2	BDH1	BECN1	BEST4	BICDL2	BICDL3P	BIK	BLOC1S1	BOLA3	BORCS7	BPHL	BPTF	BRD3OS	BROX	BTBD3	BUD23	BUD31	C10orf67	C10orf95	C11orf16	C11orf97	C12orf75	C16orf46	C1GALT1C1	C1orf141	C1orf87	C20orf96	C21orf58	C22orf15	C22orf23	C22orf39	C2orf73	C2orf74	C2orf81	C4orf3	C4orf33	C5AR1	C5orf15	C6	C6orf118	C6orf132	C6orf226	C6orf52	C7orf50	C7orf57	C8orf76	C9orf72	CAB39	CABCOCO1	CACNG6	CALM1	CALM2	CALM3	CALML4	CAMK1D	CAMSAP1	CAP2	CAPN2	CAPRIN1	CAPS	CAPS2	CAPSL	CARF	CARHSP1	CARS1	CASC2	CASP7	CAST	CASTOR3P	CASZ1	CATIP	CATSPERD	CATSPERE	CAVIN3	CBX5	CBY1	CC2D2A	CCAR1	CCDC103	CCDC113	CCDC125	CCDC138	CCDC146	CCDC148	CCDC153	CCDC157	CCDC17	CCDC170	CCDC181	CCDC190	CCDC191	CCDC24	CCDC25	CCDC28A	CCDC33	CCDC34	CCDC39	CCDC40	CCDC57	CCDC60	CCDC65	CCDC66	CCDC69	CCDC74A	CCDC74B	CCDC78	CCDC80	CCDC81	CCDC88B	CCDC88C	CCDC89	CCDC96	CCHCR1	CCL15	CCL28	CCN2	CCNA1	CCNDBP1	CCNY	CCP110	CCT4	CCT5	CCT6B	CCT7	CCT8	CD164	CD164L2	CD24	CD4	CD59	CDC16	CDC26	CDH1	CDH26	CDHR3	CDHR4	CDS1	CELF1	CELSR1	CENPBD2P	CENPM	CENPS	CEP104	CEP126	CEP131	CEP162	CEP19	CEP290	CEP350	CEP41	CEP43	CEP83	CEP89	CEP97	CERKL	CERS6	CES1	CES2	CES4A	CETN2	CETN3	CFAP100	CFAP107	CFAP119	CFAP126	CFAP141	CFAP144	CFAP157	CFAP161	CFAP20	CFAP206	CFAP20DC	CFAP210	CFAP221	CFAP251	CFAP276	CFAP298	CFAP299	CFAP300	CFAP36	CFAP410	CFAP43	CFAP44	CFAP45	CFAP46	CFAP47	CFAP52	CFAP53	CFAP54	CFAP57	CFAP58	CFAP65	CFAP69	CFAP70	CFAP73	CFAP74	CFAP77	CFAP90	CFAP91	CFAP95	CFAP96	CFDP1	CGN	CHCHD1	CHCHD10	CHCHD2	CHCHD5	CHCHD6	CHD4	CHMP2A	CHMP4A	CHMP5	CHST6	CHST9	CHURC1	CIAO1	CIB1	CIBAR1	CIBAR2	CIMAP1B	CIMAP3	CIMIP1	CIMIP2B	CIPC	CIR1	CISD1	CITED4	CKB	CKLF	CLBA1	CLCN3	CLDN3	CLDN7	CLHC1	CLIC1	CLIC6	CLIP1	CLMN	CLOCK	CLSTN1	CLTA	CLTC	CLUAP1	CLXN	CMIP	CMPK1	CMTM4	CMTM6	CNDP2	CNIH2	CNOT1	CNOT11	CNOT6	CNTD1	CNTRL	COA3	COA5	COL21A1	COMMD3	COMMD6	COMMD8	COPB2	COPB2-DT	COPRS	COPS8	COPS9	COQ4	COX17	COX5A	COX6A1	COX6B1	COX6C	COX7A2	COX7B	COX7C	CPLANE1	CPSF2	CRACDL	CRIP1	CRIP2	CRISPLD1	CRNDE	CROCC	CROCCP2	CRY2	CSPP1	CST6	CSTF3	CSTPP1	CTBP2	CTBS	CTNNA1	CTNNAL1	CTSL	CTSS	CTXN1	CUEDC1	CUTA	CYB561	CYB5D1	CYBA	CYP4B1	CYSTM1	DAAM1	DALRD3	DAPP1	DAW1	DAZAP2	DCBLD2	DCDC1	DCDC2B	DCTN3	DDB1	DDR1	DDX17	DDX3X	DDX42	DEGS2	DENND2B	DENND6B	DERL3	DGCR6	DGCR6L	DGKH	DHRS4-AS1	DHRS9	DHX30	DHX32	DHX40	DHX57	DIAPH2	DIDO1	DIXDC1	DLEC1	DLGAP1-AS1	DMAC1	DMKN	DMWD	DNAAF1	DNAAF10	DNAAF11	DNAAF2	DNAAF3	DNAAF4	DNAAF5	DNAAF6	DNAAF8	DNAH1	DNAH10	DNAH11	DNAH12	DNAH2	DNAH3	DNAH5	DNAH6	DNAH7	DNAH9	DNAI1	DNAI2	DNAI3	DNAI4	DNAI7	DNAJA1	DNAJA4	DNAJB13	DNAJB6	DNAJC10	DNAJC16	DNAL1	DNAL4	DNALI1	DNER	DNPH1	DOC2A	DPCD	DPM1	DPM3	DPY30	DRAM2	DRC1	DRC3	DRC7	DSP	DSTN	DTHD1	DTX2	DTX3	DUOX1	DUSP14	DUSP18	DYDC1	DYDC2	DYNC2H1	DYNC2I1	DYNC2I2	DYNC2LI1	DYNLL1	DYNLRB1	DYNLRB2	DYNLT1	DYNLT2B	DYNLT4	DYNLT5	DYRK1B	DZIP1	DZIP1L	DZIP3	EAPP	ECI1	ECRG4	ECT2L	EEF1AKMT1	EEIG1	EFCAB10	EFCAB11	EFCAB12	EFCAB2	EFHB	EFHC1	EFHC2	EFHD2	EHBP1L1	EHF	EIF4G2	EIF4G3	EIF5	EIPR1	ELF1	ELK3	ELMOD2	ELOB	ELOC	EMB	EMC2	EMC6	EMG1	ENAH	ENDOG	ENKD1	ENKUR	ENPP4	ENPP5	ENSG00000286190	EP400	EPB41L1	EPB41L4B	EPPIN	ERBB4	ERCC1	ERCC3	ERCC4	ERGIC3	ERH	ERICH2	ERICH3	ERICH5	ERICH6-AS1	ERLEC1	ERLIN2	ESPN	ESYT2	ETFB	ETNK1	EVI5	EVL	EXOSC4	EZR	F11R	FABP6	FAIM	FAM107B	FAM120A	FAM13A	FAM161A	FAM174A	FAM200B	FAM210B	FAM216B	FAM221A	FAM227A	FAM229B	FAM47E	FAM50B	FAM81B	FAM98C	FANCF	FANK1	FAXDC2	FBRS	FBXL13	FBXL2	FBXL5	FBXO15	FBXO36	FBXW9	FCF1	FDXR	FGF14	FGF14-AS2	FGGY	FHAD1	FHOD1	FIBP	FIS1	FLACC1	FNDC11	FOCAD	FOXA1	FOXC1	FOXJ1	FOXO3	FOXP1	FRMPD2	FSD1L	FTO	FUZ	FXR1	FXYD1	FXYD3	FYB2	FZD6	GABARAP	GABARAPL2	GABPB1-AS1	GADD45GIP1	GALNS	GAPVD1	GAR1	GAS2L2	GAS7	GAS8	GBP6	GCC2	GCHFR	GCLC	GCLM	GEMIN6	GET1	GFER	GFM2	GFOD2	GID8	GIHCG	GIPC2	GIPR	GK	GK5	GLB1L	GLE1	GLIPR2	GLIS3	GLT8D1	GLYR1	GMDS	GMPPB	GMPR2	GNA11	GNA14	GNAL	GNAS	GNB2	GNG12	GNS	GOLGA2P5	GOLM1	GOLM2	GOLPH3L	GON7	GPATCH1	GPBP1	GPR107	GPR162	GPX1	GPX4	GPX8	GRIN3B	GSDMD	GSTA1	GSTA2	GSTP1	GTF2A2	GTF2H5	GTF3C1	H1-10	H1-2	H2AC8	H2AJ	H2AZ2	H2BC21	H2BC5	HACD3	HACD4	HAGHL	HCG14	HDGF	HDLBP	HEBP2	HECTD1	HES2	HES6	HHLA2	HIBADH	HILPDA	HINT1	HINT2	HIPK1	HIPK1-AS1	HMGB2	HMGN2	HMGN3	HMGN5	HNRNPC	HNRNPF	HOATZ	HRAS	HS3ST6	HSBP1	HSD11B1L	HSP90AA1	HSP90AB1	HSP90B1	HSPA8	HSPBP1	HSPD1	HSPE1	HSPH1	HYDIN	IARS2	ICA1L	ICMT	IDH2	IDH3A	IDNK	IDS	IFT122	IFT140	IFT172	IFT20	IFT22	IFT25	IFT27	IFT43	IFT46	IFT52	IFT56	IFT57	IFT70A	IFT70B	IFT74	IFT80	IFT81	IFT88	IFTAP	IGF1R	IGFBP2	IGFBP5	IGFBP7	IK	IL5RA	ILF3-DT	INHBB	INTS10	INTS11	IP6K1	IPO4	IQANK1	IQCA1	IQCB1	IQCD	IQCE	IQCG	IQCH	IQCK	IQUB	IRAG1-AS1	IRF2	IRF6	IRF9	IRX3	ISCA1	ISCA2	ISCU	ITGB4	ITGB8	ITGB8-AS1	JHY	JKAMP	JOSD2	JPT1	JPT2	KANSL1L	KATNAL2	KATNB1	KATNIP	KAZN	KBTBD4	KCNE1	KCNE3	KCNH3	KCNRG	KCTD1	KCTD12	KDM1B	KDM2A	KDM3B	KIAA0232	KIAA1671	KIAA2012	KIAA2013	KIF19	KIF21A	KIF27	KIF3A	KIF3B	KIF5B	KIF9	KIFAP3	KLHDC10	KLHDC9	KLHL6	KNDC1	KPNA3	KPNA6	KRT23	KRT42P	KRT80	KTN1	L3MBTL2	LAMTOR2	LAMTOR4	LAMTOR5	LAP3	LARP1	LARP6	LARP7	LARS1	LASP1	LCA5	LCA5L	LCOR	LDHB	LDLRAD1	LEKR1	LENG8	LEPROTL1	LGALS3	LIAT1	LIMK2	LIMS1	LINC00467	LINC01004	LINC01186	LINC01436	LINC01571	LINC02265	LINC02875	LINC03086	LKAAEAR1	LMLN	LMNTD1	LMO2	LRIG1	LRP11	LRP8	LRRC10B	LRRC18	LRRC23	LRRC34	LRRC37A4P	LRRC4	LRRC45	LRRC46	LRRC49	LRRC56	LRRC58	LRRC61	LRRC71	LRRC73	LRRC74B	LRRIQ1	LRRIQ3	LRTOMT	LRWD1	LSM3	LSM4	LSM5	LXN	LY6G5C	LYL1	LYRM2	LYRM7	LYSMD2	LZTFL1	MACC1	MAFG-AS1	MAGIX	MAK	MAP1A	MAP1B	MAP1LC3A	MAP3K19	MAP3K2	MAP6	MAP9	MAPK15	MAPK8IP1	MAPRE3	MARCHF10	MARCHF6	MARCKS	MAT2B	MATCAP2	MATR3	MAZ	MB	MBD2	MBOAT1	MBTPS1	MCAT	MDH1	MDH1B	MDM1	MDM2	ME3	MEAF6	MED25	MED31	MEIG1	METRN	METTL26	METTL27	METTL5	MFSD6	MGAT5	MGMT	MGST2	MGST3	MICOS10	MICOS13	MIF	MIPEP	MISP	MISP3	MKKS	MKS1	MLF1	MLXIP	MMP24OS	MNAT1	MNS1	MOK	MORF4L1	MORF4L2	MORN1	MORN2	MORN3	MORN5	MPC2	MPDZ	MPLKIP	MRLN	MRNIP	MROH1	MROH9	MRPL13	MRPL18	MRPL20	MRPL22	MRPL23	MRPL40	MRPL41	MRPL43	MRPL47	MRPL51	MRPL53	MRPL54	MRPL57	MRPS16	MRPS18C	MRPS21	MRPS28	MRPS31	MRPS33	MS4A8	MSH3	MT3	MTCH2	MTF1	MTIF3	MTMR2	MTMR6	MTSS1	MTSS2	MTURN	MTX1	MUC12	MUC12-AS1	MUC15	MUC16	MUC20	MUC4	MYB	MYCBPAP	MYCT1	MYEF2	MYG1	MYH14	MYLK	MYO1E	MYO5B	MZF1	NAA20	NAA38	NACC2	NANS	NAP1L1	NAP1L4	NARF	NARS1	NAT1	NAT14	NBEA	NBR1	NCF2	NCK2	NDFIP2	NDUFA1	NDUFA11	NDUFA13	NDUFA2	NDUFA3	NDUFA4	NDUFA7	NDUFA8	NDUFAB1	NDUFAF3	NDUFB1	NDUFB10	NDUFB2	NDUFB3	NDUFB5	NDUFB6	NDUFB7	NDUFB8	NDUFC1	NDUFC2	NDUFS3	NDUFS6	NDUFS8	NEAT1	NEDD8	NEK1	NEK10	NEK11	NEK4	NELFE	NET1	NFIA	NFU1	NGRN	NHERF1	NHLRC4	NHSL3	NICOL1	NIN	NME5	NME7	NOP10	NOSIP	NPHP1	NPTN	NQO1	NR2F2	NR2F6	NRAV	NSFL1C	NSMCE1	NSUN7	NT5C3A	NUCB2	NUDC	NUDCD2	NUDT2	NUDT5	NUP50	NUP50-DT	NWD1	OAZ1	OCEL1	OCIAD2	ODAD1	ODAD2	ODAD3	ODAD4	ODF2	ODF2L	OGFOD2	OMA1	OR7E47P	ORAI2	ORC4	ORMDL2	OSBPL6	OSCP1	OTUD4	OTUD6B-AS1	P4HTM	PACRG	PAIP2	PALMD	PAPOLA	PARK7	PART1	PARVA	PCAT19	PCDH7	PCM1	PCNX4	PCSK5	PCYT2	PDCD6	PDCD6IP	PDIA4	PDLIM4	PDPK1	PERP	PEX11G	PEX16	PEX6	PFDN5	PFN2	PGLS	PGM2L1	PHF11	PHIP	PHTF1	PIERCE1	PIERCE2	PIGP	PIH1D2	PIN1	PIN4	PINLYP	PIR	PITPNM1	PITX1	PKD1	PKIB	PKIG	PKN1	PLA2G10	PLAAT2	PLAAT3	PLAAT4	PLAC8	PLCH1	PLEKHA5	PLEKHB1	PLEKHG7	PLEKHS1	PLPP2	PLPP5	PLPPR3	PLXNB1	PLXNB2	PNKD	PNKP	PNMA1	PNPLA4	POC5	POFUT2	POLD2	POLR2I	POMP	POP4	POP5	PPID	PPIL6	PPOX	PPP1R14C	PPP1R16A	PPP1R36	PPP1R42	PPP1R7	PPP2CB	PPP4R3B	PPP6R1	PRDX1	PRDX3	PRDX5	PRKAR1A	PRKCE	PRMT5	PROM1	PRPF6	PRR13	PRR15	PRR29	PRR34-AS1	PRR7	PRRG4	PRRT3	PRSS12	PRUNE2	PSCA	PSD3	PSENEN	PSIP1	PSMA4	PSMA5	PSMB1	PSMB10	PSMB3	PSMB5	PSMB7	PSMB9	PSMD10	PSMD4	PSMD6	PSMD9	PSMG3	PTBP3	PTGES3	PTGR1	PTPMT1	PTPN3	PTPRF	PTPRN2	PTPRT	PUDP	PUM2	PWWP2B	PXN	PYCARD	PYCR2	PZP	RAB11A	RAB11FIP4	RAB36	RABGAP1L	RABL2A	RABL2B	RABL6	RAC1	RAD50	RAD9A	RALB	RALGAPA2	RALGAPB	RAMP1	RANBP9	RASGEF1B	RB1CC1	RBKS	RBM20	RBM24	RBM27	RBM38	RBM43	RBX1	RCAN3	REC8	REPIN1	REST	REXO2	RFX2	RFX3	RGS22	RHOU	RHPN1	RHPN2	RIBC1	RIBC2	RIIAD1	RIPOR2	RNF6	RNPEP	ROMO1	ROPN1L	RP1	RPA3	RPGR	RPGRIP1L	RPL23AP7	RPL26L1	RPL36AL	RPL39L	RPP38	RPRD2	RPS27L	RRAD	RRAGA	RRP12	RSPH1	RSPH14	RSPH3	RSPH4A	RSPH9	RTP4	RUNX1	RUVBL1	RUVBL2	S100A11	SAMD15	SAMHD1	SANBR	SAP18	SAP30	SAPCD1-AS1	SARAF	SATB1	SAXO2	SAXO4	SBNO1	SCAMP4	SCAND1	SCCPDH	SCGB2A1	SCRN1	SDCCAG8	SDHC	SEC14L1	SEC14L3	SELENOH	SELENOW	SEM1	SEMA3C	SEPTIN7	SEPTIN9	SERF2	SERPINB6	SERPINI2	SERTAD2	SETX	SF3A1	SF3B2	SF3B5	SF3B6	SFXN3	SGSM3	SH3D19	SHOC2	SHROOM3	SIGIRR	SIVA1	SIX1	SIX4	SKP1	SLAIN2	SLC22A23	SLC22A4	SLC25A14	SLC25A24	SLC25A29	SLC25A36	SLC25A4	SLC27A2	SLC30A5	SLC35A2	SLC35A3	SLC38A4-AS1	SLC44A4	SLC4A11	SLC51B	SLC6A6	SLC6A9	SLC7A2	SLFN13	SLTM	SMAD4	SMAP2	SMARCA2	SMARCA4	SMDT1	SMIM14	SMIM19	SMIM22	SMIM26	SMIM5	SMIM6	SMKR1	SMPD2	SMPD3	SMYD2	SNAPC1	SNCAIP	SNHG10	SNORC	SNRNP25	SNRPD1	SNRPE	SNRPG	SNTN	SNW1	SNX14	SNX29	SOAT1	SOD1	SORBS2	SOX2	SPA17	SPACA9	SPAG1	SPAG16	SPAG17	SPAG6	SPAG7	SPAG8	SPATA17	SPATA18	SPATA24	SPATA33	SPATA4	SPATA6	SPATA6L	SPATA7	SPATS1	SPATS2L	SPCS1	SPEF1	SPEF2	SPG11	SPMIP6	SPNS1	SPPL2B	SPTLC2	SQLE	SRA1	SRD5A2	SRD5A3	SRGAP3	SRGAP3-AS2	SRI	SRP14	SRPK2	SS18	SSB	SSBP1	SSBP3	SSBP4	SSNA1	SSRP1	ST13	ST6GALNAC1	ST6GALNAC2	ST6GALNAC6	STAG3	STAU1	STIM2	STIMATE	STING1	STIP1	STK11IP	STK33	STK36	STK40	STMND1	STMP1	STOML2	STOML3	STOX1	STPG1	STRBP	STUB1	STX16	STYXL1	SUB1	SUDS3	SUGP2	SUGT1	SUN1	SURF2	SYAP1	SYBU	SYNE1	SYNE2	SYNGAP1	SYTL1	SYTL2	SYTL3	TACC2	TAGLN3	TAX1B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TRAVAGLINI_LUNG_SEROUS_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_SEROUS_CELL	AIF1L	AK4	ALDH18A1	ALDH1L1	APIP	AQP5	ATP2A3	AZGP1	BARX2	BAZ2B-AS1	BPIFA1	BPIFB1	C6orf58	CA2	CAPN12	CCL28	CDC42EP5	CLDN10	CRISP3	CXCL17	CYP4X1	DEPTOR	DMBT1	ELAPOR1	ELF5	FAM107B	FAM3D	FDCSP	FKBP11	FUOM	GATM	GCNT3	GGTA1	GMDS	GNAS	GPT2	HSD17B2	KCNN4	LINC01829	LPO	LRRC26	LTF	LYZ	MANSC1	MARCKSL1	MIA	MUC7	NDRG2	NPDC1	NUCB2	ODAM	PADI2	PAIP2B	PART1	PDCD4	PHB1	PHGDH	PHLDA1	PIGR	PIP	PKDCC	PLTP	PPP1R16A	PPP1R1B	PRB1	PRB2	PRB3	PRB4	PRH1	PRH2	PRR4	PYCR1	RBP7	RTN1	S100A1	S100B	SELENOM	SERPINA3	SFRP1	SH3BGRL2	SLC12A2	SLC13A2	SLC5A1	SLPI	SMCO4	SMR3A	SSR4	STK39	TCN1	TESC	TPD52L1	TTYH1	WFDC2	WFDC21P	XBP1	ZG16B
TRAVAGLINI_LUNG_SIGNALING_ALVEOLAR_EPITHELIAL_TYPE_2_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_SIGNALING_ALVEOLAR_EPITHELIAL_TYPE_2_CELL	ABCA3	AKAP13	ATP11A	ATP8A1	C16orf89	C1orf21	CACNA2D2	CD44	CD74	CD81	CHIAP2	CLDN18	CPM	CREB3L1	CRTAC1	CXCL17	CYB5A	DLC1	DRAM1	DUOX1	ETV5	FABP5	FASN	FBP1	FNIP2	GKN2	GSTA4	HOPX	IRX2-DT	KCNJ15	LAMP3	LMO3	LRRK2	MALL	MBIP	MTUS1	MUC1	NECAB3	NINJ2	NPC2	PARM1	PCDH9	PEBP4	PGC	PMM1	PPP2R5A	PTPN13	PXMP4	QSOX1	RFTN1	RGS16	RNASE1	ROS1	S100A14	SCD	SECISBP2L	SELENBP1	SFTA3	SFTPA1	SFTPA2	SFTPB	SFTPC	SFTPD	SLC22A31	SLC34A2	SNX30	TMEM125	TMSB4X	TXNDC17	TXNIP	ZNF385B
TRAVAGLINI_LUNG_TREM2_DENDRITIC_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_TREM2_DENDRITIC_CELL	A2M	ABCC3	ABHD12	ABHD2	ACAA2	ACE	ACO1	ACOT13	ACOT7	ACP2	ACP5	ACTN1	ADA2	ADAMDEC1	AGPAT2	AIF1	AKR1A1	AKR1B1	ALAS1	ALCAM	ALDH1A1	ALDH2	ALDOA	ALOX5	ANPEP	ANXA2	ANXA4	ANXA5	AP2S1	APLP2	APOC1	APOC1P1	APOE	ARHGAP18	ARHGEF10L	ARPC1B	ASAH1	ATF3	ATG7	ATOX1	ATP1B3	ATP5F1B	ATP5MC3	ATP5PD	ATP6AP1	ATP6AP2	ATP6V0B	ATP6V0C	ATP6V0D1	ATP6V0E1	ATP6V1A	ATP6V1B2	ATP6V1D	ATP6V1F	AVPI1	AXL	BASP1	BCAP31	BCAT1	BHLHE41	BLOC1S1	BLVRB	BRI3	C15orf48	C1QA	C1QB	C1QC	C1orf162	C1orf54	C2	C3AR1	C5AR1	CA2	CALM2	CALR	CALU	CAMK1D	CAMP	CANX	CAPG	CAPZA2	CAVIN3	CBR1	CCL18	CD14	CD151	CD300LF	CD4	CD40	CD44	CD58	CD59	CD63	CD68	CD74	CD81	CD84	CD86	CD9	CEBPA	CFD	CHCHD10	CHCHD6	CHI3L1	CHIT1	CIAO2A	CIR1	CISD2	CLEC10A	CLEC4E	CLEC7A	CLIC2	CLTA	COL6A1	COL6A2	COLGALT1	COMT	COPRS	CORO1B	CORO1C	COX5A	COX5B	CPM	CPVL	CREG1	CRIP1	CSF1R	CST3	CSTB	CTNNA1	CTSA	CTSB	CTSC	CTSD	CTSH	CTSK	CTSL	CTSS	CTSZ	CXCL10	CXCL16	CXCL9	CYB5A	CYBA	CYBB	CYC1	CYFIP1	CYP27A1	DAB2	DBI	DDRGK1	DHRS4	DNASE2	DNASE2B	DNPH1	DPP7	DPYSL2	DST	DUSP23	DYNLL1	ECHS1	EIF4EBP1	ELOB	EMC3	EMC7	EMP1	ENG	ENO1	EPHX1	EPSTI1	ERP44	FABP3	FABP5	FBP1	FCER1G	FCGR1A	FCGR2A	FCGR2B	FCGRT	FCHO2	FDX1	FERMT3	FEZ2	FILIP1L	FLNA	FMNL2	FN1	FPR3	FTH1	FTL	FUCA1	FUOM	G0S2	GAA	GABARAP	GBP1	GCHFR	GGTA1	GK	GLA	GLB1	GLIPR2	GLRX	GLUL	GM2A	GMPR	GNAI2	GNAS	GNB4	GNS	GPCPD1	GPNMB	GPX1	GPX3	GPX4	GRB2	GRINA	GRN	GSN	GSTO1	GSTP1	GUSB	HADHB	HAVCR2	HCK	HEBP1	HEXA	HEXB	HLA-A	HLA-DMA	HLA-DMB	HLA-DOA	HLA-DPA1	HLA-DPB1	HLA-DQA1	HLA-DQA2	HLA-DQB1	HLA-DQB2	HLA-DRA	HLA-DRB1	HLA-DRB5	HLA-DRB6	HM13	HMOX1	HNMT	HSD11B1	HSD17B14	HSD17B4	HSD3B7	HSP90AA1	HSP90AB1	HSPA1A	HSPB1	HSPE1	HYAL2	IDH1	IFI27	IFI30	IFI6	IFNGR1	IGSF6	IL13RA1	IL18	IL3RA	IL4I1	ISCU	ISOC2	ITGAM	ITGAX	ITGB2	ITM2B	JPT1	KCNMA1	KCTD12	KLF4	KYNU	LACTB	LAIR1	LAMP1	LAMP2	LAMTOR2	LAP3	LGALS1	LGALS2	LGALS3	LGALS3BP	LGALS9	LGMN	LHFPL2	LILRB3	LILRB4	LILRB5	LIMS1	LIPA	LRP1	LRPAP1	LRRFIP1	LTA4H	LY86	LY96	LYSET	LYZ	MACROH2A1	MAFB	MAN2B1	MARCKS	MARCO	MCEMP1	MCOLN1	MDH1	ME1	MFSD1	MFSD12	MGAT1	MGLL	MGST1	MGST2	MGST3	MICOS13	MMP14	MMP9	MNDA	MRAS	MRC1	MRTO4	MS4A4A	MS4A6A	MS4A7	MSR1	MTCH2	MTX1	MVP	MX1	MYDGF	MYL6	MYOF	NAA20	NAGK	NANS	NCEH1	NCF1	NCF1C	NCF2	NCK1	NDUFA12	NDUFAB1	NDUFB2	NDUFB9	NDUFS3	NDUFS8	NEAT1	NEK6	NME1	NOP10	NPC2	NPL	NR1H3	NTAN1	NUPR1	OAS1	OLR1	OSBPL1A	OSCAR	P2RX4	PALLD	PAPSS1	PARVB	PCBD1	PCK2	PDIA6	PDK4	PDLIM1	PDLIM7	PDXK	PEA15	PEPD	PFKP	PGD	PHLDA3	PILRA	PKM	PLA2G2D	PLA2G7	PLAUR	PLBD1	PLD3	PLEKHB2	PLEKHO1	PLPP3	PLSCR1	PLXDC2	PMP22	POMP	PPARG	PPIC	PPT1	PRCP	PRDX1	PRDX3	PRDX4	PRXL2A	PSAP	PSMA3	PSMA6	PSMA7	PSMB1	PSMB3	PSMB5	PSMB6	PSMD8	PSME2	PTAFR	PTGDS	PTMS	PTPMT1	PTTG1IP	PYCARD	QPCT	RAB11FIP1	RAB13	RAB1A	RAB20	RAB31	RAB32	RAB5C	RAB7A	RAC1	RALA	RARRES1	RASSF4	RBM47	RBP4	RDX	REEP5	RENBP	RETN	RGCC	RHEB	RHOA	RHOB	RILP	RMDN3	RNASE1	RNASE6	RNF13	RNF130	RNF149	RNH1	RPS27L	RRAGD	RRAS	RTN4	S100A10	S100A11	S100A13	S100A6	SCARB2	SCCPDH	SCD	SCPEP1	SDC2	SDCBP	SDHB	SDSL	SERF2	SERPINA1	SERPINF1	SERPING1	SFTPC	SGK1	SGMS2	SH3BGRL	SH3BGRL3	SHTN1	SIRPA	SLAMF7	SLAMF8	SLC11A1	SLC15A3	SLC16A3	SLC1A3	SLC25A5	SLC29A1	SLC31A1	SLC31A2	SLC38A6	SLC3A2	SLC40A1	SLC49A3	SLC7A7	SLCO2B1	SMCO4	SMIM30	SMS	SNX10	SNX2	SOAT1	SPARC	SPG21	SPI1	SPP1	SQOR	SQSTM1	SSR3	STAT1	STEAP3	SYNGR2	TAGLN2	TALDO1	TBC1D2	TCEAL4	TCN2	TFEC	TFRC	TGFBI	THEMIS2	TIMM8B	TIMP2	TM6SF1	TMBIM1	TMBIM6	TMED10	TMED9	TMEM147	TMEM14C	TMEM176A	TMEM176B	TMEM205	TMEM51	TMEM70	TMSB10	TMSB4X	TNFAIP2	TNFSF12	TNFSF13B	TNS1	TOR3A	TPP1	TREM1	TREM2	TRIP6	TSC22D1	TSPAN4	TSPO	TUBA1B	TUBA1C	TUBB6	TWF2	TXN	TXNDC17	TXNRD1	TYMP	TYROBP	UBD	UBE2E2	UNC93B1	UQCRC1	UROD	VAMP5	VAMP8	VAT1	VDAC1	VIM	VKORC1	VOPP1	VPS29	VSIG4	WARS1	YBX1	YWHAH	ZFAND5	ZNF385A
TRAVAGLINI_LUNG_VASCULAR_SMOOTH_MUSCLE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_VASCULAR_SMOOTH_MUSCLE_CELL	ACTA2	ACTG2	ACTN1	ADGRF5	ARHGDIB	BGN	CALD1	CAV1	CDH6	CNN1	CNN3	COX4I2	CRIM1	ECRG4	EFHD1	EGFL6	EPAS1	EPS8	ESAM	EZR	FHL5	FRZB	HES4	HEYL	HSPA2	IGFBP7	INPP4B	ISYNA1	ITGA1	JAG1	KRT18	LGI4	LMOD1	LPP	LRRC32	MCAM	MSRB3	MYH9	MYL6	MYL9	MYLK	NOTCH3	PARM1	PDGFA	PDLIM7	PPP1R14A	PTMA	RCAN2	RGS5	RPS7	SEMA5A	SEPTIN7	SOD3	SYTL2	TAGLN	TINAGL1	TM4SF1	TPM1	TPM2	TPM4	WFDC1
TRAVAGLINI_LUNG_VEIN_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAVAGLINI_LUNG_VEIN_CELL	ABI3BP	ACKR1	ADAMTS4	ADAMTS9	ADGRG6	C7	CADM3-AS1	CCL23	CLU	CPE	CSF3	CXCL2	CYP1B1	FSTL3	FTH1	HDAC9	ICAM1	IL1R1	LYST	LYVE1	MMRN1	NAMPT	NCOA7	NNMT	PLA1A	PLAT	PRCP	PRSS23	PTGDS	SELE	SELP	SLCO2A1	SOD2	SOX7	SRPX	TIMP1	TNFAIP3	UPP1	VCAM1	VWF
VANGURP_PANCREATIC_ALPHA_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANGURP_PANCREATIC_ALPHA_CELL	ALDH1A1	B2M	CFC1	CLU	CRYBA2	CYSTM1	DPP4	F10	FAP	FXYD3	FXYD5	GC	GCG	GLS	GPX3	HIGD1A	HLA-A	HLA-E	IRX2	ITGB1	KCTD12	LOXL4	MUC13	NAA20	PALLD	PAPPA2	PCSK2	PEMT	PLCE1	PLIN3	RGS4	RNASEK	SLC7A2	SMIM24	SPINT2	TM4SF4	TMEM176A	TMEM176B	TTR	VGF
VANGURP_PANCREATIC_BETA_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANGURP_PANCREATIC_BETA_CELL	ABCC8	ADCYAP1	ALCAM	ALDOA	ARG2	ARL6IP5	ATP2A3	C1QL1	C1orf127	CADM1	CASR	CDKN1A	CDKN1C	CNP	CYP2U1	CYYR1	DBI	DHRS2	DHRS7	DLK1	DNAJB9	EIF4A2	ELMO1	ENO1	ENTPD3	ERO1B	FXYD2	G3BP1	G6PC2	GAD2	GLIS3	GNAS	GSN	HADH	HERPUD1	HSP90AB1	HSPA8	IAPP	IGF2	INS	INS-IGF2	ITPR3	KCNK16	LDHB	MAFA	MAFB	MAP1B	MT-CO1	MT-CO3	MT-CYB	MT-ND1	MT-ND2	MT-ND3	MT-ND4	MTUS2	MXRA7	NECTIN3	NKX6-1	NPTX2	OTULINL	P2RY1	PAPSS2	PCSK1	PDX1	PEBP1	PEMT	PERP	PFKFB2	PFN2	PHACTR2	PLCXD3	PPP1R1A	PRDX1	PRUNE2	PSAP	PTEN	RBP4	RGS16	ROBO2	RPL17	RPL23	RPL24	RPL3	RPL4	RPL5	RPL7	RPL7A	RPS23	RPS3	RPS4X	RPS6	RRAGD	SAMD11	SCD	SCD5	SCG3	SCGN	SELENOW	SERINC1	SHISAL2B	SLC30A8	SLC39A14	SLC6A6	SORL1	STX1A	SURF4	SUSD4	SYT13	TGFBR3	TIMP2	TMEM150C	TMEM37	TNS1	TPM3	TSPAN1	TSPAN13	UCHL1	VEGFA	WARS1	WSCD2	YWHAQ
VANGURP_PANCREATIC_DELTA_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANGURP_PANCREATIC_DELTA_CELL	ABCC9	ABI3BP	ADGRL2	AKAP12	AMIGO2	ANK1	AQP3	ARFGEF3	BAIAP3	BCHE	BHLHE41	C22orf42	CADM1	CALB1	CASR	CBLN4	CD9	CPB1	CXADR	DHRS2	DIRAS3	DPYSL3	EDN3	EEIG1	EHF	ERBB4	ETV1	EYS	F5	FFAR4	FRZB	GABRB3	GPX3	HADH	HHEX	ISL1	LDHA	LEPR	LRFN5	MDK	MLPH	MS4A8	MTUS1	NCOA7	NDRG4	NLRP1	NPTX2	OPRD1	PAPPA2	PCP4	PCSK1	PDLIM4	PKIB	PLEKHB1	PRG4	PSIP1	RASSF6	RBP4	RGS2	S100A6	SCD5	SEC11C	SERPINA1	SLC17A6	SLC38A1	SORL1	SST	SYNE2	TENM3	TIMP2	TMSB4X	TPPP3	UNC5B	VIM	VMP1
VANGURP_PANCREATIC_GAMMA_CELL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANGURP_PANCREATIC_GAMMA_CELL	ABCB1	ABCC9	AKAP12	AMOTL1	AQP3	ARX	BMERB1	CALB1	CARTPT	CHN2	CHRM3	CPB1	DPYSL3	ETV1	FGFR1	FXYD2	FXYD6-FXYD2	GC	GCNT3	ID1	ID2	ID4	INPP5F	MEIS2	PAX6	PEG10	PPY	PTP4A3	PXK	S100A10	SCG2	SCGB2A1	SEMA3E	SERTM1	SLC4A4	SLC6A4	SLITRK6	SPINK1	SPOCK1	STMN2	THSD7A	TM4SF4	TMEM176B	TMEM47	TXNIP
ZHENG_CORD_BLOOD_C10_MULTILYMPHOID_PROGENITOR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C10_MULTILYMPHOID_PROGENITOR	ACAP2	ACTG1	ACY3	ADA	AFF1	ARHGAP25	ARHGEF7	ARL6IP5	ARPC5L	ARRB2	BAALC	BTK	C9orf78	CARD11	CARD19	CD47	CD52	CD74	CD99	CLNK	COBLL1	COL24A1	CORO1A	CXXC5	CYFIP2	CYTH1	CYTH4	DDX17	DSTN	EVL	FAM30A	FGD6	GFOD1	GSTP1	HCST	IGHM	IL6R	IQGAP2	IRF8	ITGAL	ITM2C	JAML	JCHAIN	KCNK17	KIAA0087	LAIR1	LINC00173	LINC00426	LINC00865	LPIN1	LST1	LTB	LUC7L3	LZTFL1	MALAT1	MAP1A	MED13L	MEF2A	MME	MZB1	NCOA7	NEGR1	NHERF1	NIN	OSBPL3	PACSIN1	PAG1	PIK3R1	PRAM1	PREX1	PRKCB	QPRT	RAB31	RBM17	RBM38	RERE	RNASET2	RSRP1	S100Z	SASH3	SATB1	SCN3A	SETBP1	SH2D3C	SH3TC1	SLC2A5	SPINK2	SPNS3	STARD9	SYK	TNFAIP2	TRAF3IP3	TRBC2	TTC3	TYROBP	USP36	VSIR
ZHENG_CORD_BLOOD_C1_PUTATIVE_MEGAKARYOCYTE_PROGENITOR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C1_PUTATIVE_MEGAKARYOCYTE_PROGENITOR	ABCC3	ABCC4	ACTN1	ARHGAP18	ARHGAP6	BANK1	BIN2	C2orf88	C3orf52	CA2	CALD1	CAMK1	CAVIN2	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	LY6G6D	LY6G6F	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	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	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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	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	TENT5A	TES	TFR2	TFRC	TIMM17A	TMSB10	TOB2	TPSAB1	TRIB2	TSPYL2	VASP	VIM
ZHENG_CORD_BLOOD_C3_MEGAKARYOCYTE_ERYTHROID_PROGENITOR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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	CYTOR	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	LMAN1	LYAR	MBD4	MINPP1	MIR4435-2HG	MPC2	MYH10	MYL12A	NAA38	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	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C4_PUTATIVE_EARLY_ERYTHROID_COMMITMENT	ABCA1	ARHGAP15	ATP6V0A2	BMP2K	CAMLG	CCND2	CD69	CD84	CDK6	CELF2	CKAP2	CPA3	CRACD	CRHBP	CTNNBL1	CYCS	DDX21	DEPTOR	DGKE	DTD1	EIF2AK1	ELF1	ELMO1	EREG	ERG	ETS2	EWSR1	FOXO3	G3BP2	GALNT1	GATA2	GNAI1	HPGDS	HSP90AA1	HTR1F	IKZF2	IL1RL1	IMPA1	ITGA4	ITGAE	ITPRID2	JUN	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	RIPOR3	RNF130	RSBN1	SDCBP	SERPINB1	SESN3	SKIL	SLA	SLC38A2	SLC39A8	SLC40A1	SMIM27	SNX5	SPTY2D1	STK4	TAF1D	TEC	TESPA1	TNIK	TSEN54	TSPYL2	YARS1	ZBTB16	ZBTB20	ZEB2	ZFAS1	ZMYND8	ZNF711
ZHENG_CORD_BLOOD_C5_SIMILAR_TO_HSC_C6_PUTATIVE_ALTERED_METABOLIC_STATE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C5_SIMILAR_TO_HSC_C6_PUTATIVE_ALTERED_METABOLIC_STATE	APOL3	AREG	ATF3	AVP	BTG2	C12orf57	CAVIN2	CD52	CD69	CD74	CLEC2B	CLEC9A	CRHBP	CXCL8	DUSP1	DUSP2	EIF4A2	FOS	GADD45A	GADD45B	GNG11	H1-10	H1-2	H1-3	H2AC20	H2AC8	H2BC21	H2BC4	H2BC5	H2BC7	H2BC8	H4C5	HLA-DQB1	HLA-DRA	HLA-DRB1	HLF	HMGA2	HOPX	HSPA5	ID2	IER2	INSIG1	JAML	JUN	JUNB	LINC00910	LPAR6	LRBA	MAFF	MDK	MECOM	MEF2C	MEG3	MLLT3	MYCT1	NEAT1	NFKBIA	NFKBIZ	NR4A1	OXT	PNRC1	RIPK2	RNU1-34P	RNU12	RNU2-14P	RNU2-3P	RNU2-49P	RNU2-59P	RNU2-5P	RNU2-63P	RNU4-2	RNU4ATAC	RNU5A-1	RNU5A-3P	RNU5B-1	RNU5D-1	RNU5E-1	RNU5E-4P	RNU5F-1	RNVU1-14	RNVU1-15	RNVU1-19	RNVU1-24	RNVU1-6	SELENOK	SERTAD4	SEZ6L2	SKAP1	SNORD13	SOCS2	SPINK2	TMEM107	TPT1	TRA2B	TUBB4B	ZFP36	ZFP36L2
ZHENG_CORD_BLOOD_C6_HSC_MULTIPOTENT_PROGENITOR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C6_HSC_MULTIPOTENT_PROGENITOR	ALDH1A1	AREG	ARPC5L	AVP	BEX1	CAVIN2	CCNH	CCNY	CD109	CD74	CEBPB	CRHBP	CXCR4	DDIT4	DUSP1	DUSP2	EZR	FAM3C	FOSL2	FOXO1	FTH1	GADD45A	GATA3	GBP4	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	LINC-PINT	LPAR6	LRRFIP1	MAFF	MAFG	MAP3K8	MECOM	MEF2C	MEG3	MEIS1	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	SELENOK	SLC2A3	SMCHD1	SNX9	SOCS2	SPP1	SRGN	STAT1	TACC1	TAMALIN	TCF4	TFPI	THEMIS2	TNFRSF1B	TPM2	TSC22D1	TSC22D3	TSPYL2	TUBA4A	USP36	WDR45B	ZFP36L2	ZNF331
ZHENG_CORD_BLOOD_C7_PUTATIVE_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_1	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C7_PUTATIVE_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_1	ANKRD26	ANKRD28	ANKRD36	ANKRD36C	ARID4A	ATG10	BCL11A	BCL7A	BEST1	BRCA2	BTF3	C1QTNF4	C6orf62	CALCOCO2	CALR	CASP4	CCDC14	CD99	CHD1	CSF3R	CSGALNACT2	CYTIP	DEK	DYNLT1	EIF2S3	ENO1	FAM161A	FLT3	GBP4	GLIPR1	GNB4	GTF3A	GYPC	HIF1A	HNRNPH1	HSP90B1	HSPA5	IFI16	IFITM1	IFITM3	IFNGR1	KPNB1	KRAS	KRR1	LRRC75A	LRRFIP1	MACROH2A1	MALAT1	MAP3K8	MIS18BP1	MSI2	MT-ATP8	MT-ND5	MT-ND6	MT-RNR2	MZB1	NAP1L1	NPDC1	NUCB2	PABPC1	PIK3R1	PIM2	PSMA6	PTPRE	RFLNB	RILPL2	RPL30-AS1	RUNX1	SELL	SET	SFXN1	SLK	SMIM24	SNHG29	SPINK2	SPN	SPTBN1	STARD4-AS1	TAOK3	TCERG1	TCF7L2	TPM4	TPT1	TRIM24	TSIX	TTC3	TTF1	TUBA1B	USP36	VPS35	WDR49	XIST	ZBTB8A	ZC3HAV1	ZFP36L2	ZRANB2
ZHENG_CORD_BLOOD_C8_PUTATIVE_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C8_PUTATIVE_LYMPHOID_PRIMED_MULTIPOTENT_PROGENITOR_2	ACTG1	ADA	ANGPT1	ARHGAP25	ARHGAP30	ATP5F1E	ATP5MC2	B2M	BAALC	BCL3	BTF3	C1QTNF4	CALHM6	CD34	CD44	CD48	CD52	CD74	CD99	COMMD6	CSF3R	DYNLT1	EEF1B2	EGFL7	EIF3K	ENO1	ERGIC1	ERLIN1	FAM30A	FAU	FLT3	GAPDH	GAS5	GNG11	GSTP1	GYPC	HCST	HINT1	HLA-A	HLA-B	HLA-C	HLA-DRA	HNRNPA1	HOPX	HSH2D	IFITM1	IFITM3	IGFBP7	IGHM	IGLL1	ITM2C	LDLRAD2	LMNTD1	MACROH2A1	MAP3K8	MPG	MT-CO1	MT-CO3	MT-CYB	MT-ND3	MT-ND4	MT-TL1	MZB1	NACA	NAP1L1	NPDC1	NUCB2	PADI4	PFDN5	PIK3R1	PRAM1	PROM1	PSME1	PTPRCAP	RACK1	RASGRP2	RCSD1	RILPL2	RNASET2	RUNX1	S100A4	S100Z	SELL	SMIM24	SNHG5	SNHG6	SNHG8	SNRPD2	SPINK2	SPNS3	TMSB4X	TPM4	TPT1	TSC22D3	UBA52	VMP1	ZFAS1
ZHENG_CORD_BLOOD_C9_GRANULOCYTE_MACROPHAGE_PROGENITOR	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_CORD_BLOOD_C9_GRANULOCYTE_MACROPHAGE_PROGENITOR	ACTG1	ANP32B	ANXA1	ARID4A	ATP2B1	ATP5F1B	AZU1	B2M	BCL11A	BIRC5	C1QTNF4	C9orf78	CALM1	CALR	CANX	CD44	CD99	CENPF	CFL1	CLEC11A	CP	DNAJC1	DSTN	EIF3A	ENO1	GADD45GIP1	GAPDH	GSTP1	GYPC	H1-10	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	MACROH2A1	MAP3K2	MKI67	MPO	MT-ND4	NAP1L1	NCL	NIBAN1	NUCB2	NUCKS1	PA2G4	PEBP1	PFN1	PIK3R1	PIM3	PLEK	PRPF40A	PRR11	PSMA7	PTGES3	PTMA	RAB32	RB1CC1	RBM17	RTN4	S100A10	SAT1	SELL	SERF2	SET	SF3B2	SLK	SMIM24	STMN1	TAGLN2	TARS1	TBCA	TMSB10	TNFSF13B	TPM3	TPM4	TUBA1B	VAMP8	VIM	YY1	ZFP36L2
ZHONG_PFC_C1_ASTROCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C1_ASTROCYTE	ADD3	ADORA2B	AGT	ANOS1	APOE	CD82	DDX24	DHCR7	EFNA1	EIF6	ETV1	GPX3	HMGN3	LRATD2	MASP1	MMAB	MRPL19	NHERF1	PGM2	RIT2	S1PR1	SCRG1	SELENBP1	SLC25A18	SPARCL1	SPTLC1	TBC1D10A	TMEM126B	VEPH1	ZNF302
ZHONG_PFC_C1_DLX5_POS_INTERNEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C1_DLX5_POS_INTERNEURON	BTG1	DLX5	DLX6-AS1	PDZRN3	PRKCA	RDX	SCGN
ZHONG_PFC_C1_MICROGLIA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C1_MICROGLIA	ABCE1	ABHD13	AK2	ALG3	ANAPC5	ANLN	AP2S1	ARL4A	ASAP1	ASF1B	ASPM	ATAD2	AURKA	AURKB	BARD1	BHLHE40	BIRC5	BRCA2	BUB1	BUB3	C1orf122	C4orf46	CACYBP	CCDC18	CCDC34	CCNA2	CCNB1	CCNB2	CCNF	CCR1	CD58	CDC123	CDCA3	CDCA4	CDCA5	CDCA8	CDK1	CDKN3	CENPF	CENPH	CENPS	CEP43	CHCHD2	CISH	CKAP2	CKAP2L	CKS1B	CKS2	COA8	COQ2	CREB5	CREBL2	CRYBB1	CTPS1	CYCS	CYTOR	DCAF12	DDX39A	DDX46	DEK	DEPDC1	DHCR24	DHFR	DIAPH3	DNAJA4	DR1	DSN1	DTYMK	DUSP11	DUT	DVL2	EBNA1BP2	ENSG00000274253	ERI3	ESCO2	FAM111A	FAM83D	FAR2	FEN1	FUNDC1	GALE	GAMT	GART	GGCT	GINS1	GINS2	GLRX2	GLT8D1	GLUD1	GMNN	GTF2B	GTF2F1	GTSE1	H2AX	H2AZ1	H4C3	HELLS	HIRIP3	HJURP	HMGB1	HMGB2	HMGN2	HMMR	HSPA1B	ICAM3	ID1	IDH2	IKBKG	IL10RB	ILF2	IPO5	IQGAP3	ITGB3BP	KIF11	KIF20B	KIF22	KIF23	KIF2C	KIF4A	KLHDC1	KPNA2	LENG1	LSM2	MCAT	MCM3	MCM4	MCM6	MCM7	MGAT2	MGME1	MICU1	MPC1	MRPL20-AS1	MRPL37	MRPL42	MRPS12	MRPS22	MTIF3	NASP	NCAPD2	NDC80	NDUFA6	NEDD1	NFATC2IP	NME4	NRM	NSMCE4A	NUCKS1	NUDT21	NUF2	NUSAP1	NUTF2	OFD1	ORC6	ORMDL2	PA2G4	PAICS	PAXX	PBK	PCID2	PCLAF	PCNA	PCSK7	PDCD5	PHF12	PHF19	PIGA	PIK3R4	PIMREG	PLK1	PLK4	PNPT1	POLE3	POP4	PPP1R15A	PPP2R3C	PRC1	PSME2	PYM1	QDPR	RABL3	RAD21	RAN	RANBP1	RBBP7	RCC1	RFC2	RFC4	RHEB	RMDN1	RNASEH2A	RNF168	RPA3	RPF2	RRM2	RRP1	SAP30	SEC13	SGO1	SGO2	SHCBP1	SKA3	SKIC8	SLC35F5	SLC37A4	SNRPB	SPAG5	SPC25	SPNS3	SRSF1	SRSF3	SRSF7	SS18L2	STIL	SVIP	TACC3	TAF4	TBC1D10B	TBCD	TCF19	TECR	TEX30	TIMM10	TK1	TMED9	TMEM106C	TMEM107	TMEM14B	TMEM170A	TMEM256	TMPO	TOP2A	TPRKB	TPX2	TRAF3IP2	TRAPPC2L	TRIP6	TROAP	TUBA1B	TUBGCP3	TXNDC17	UBE2C	UBE2T	UCHL3	UHRF1	VCP	VPS36	WDFY1	WDHD1	WDR47	WDR54	XRCC3	XRCC4	ZDHHC12	ZNF595	ZNG1C	ZWINT
ZHONG_PFC_C1_NEUROD1_POS_EXCITATORY_NEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C1_NEUROD1_POS_EXCITATORY_NEURON	ABRACL	AKT3	ARL4D	CADPS	CALB2	CFAP298	CGA	CNTNAP2	DDIT4	EPHA7	FEZF2	HEY1	HPCA	HSPA1A	MYO6	NEUROD1	NHLH1	NHLH2	NRN1	NXPH4	PCDH9	PTPRK	SNCB	ST18	THSD7A	ZFPM2
ZHONG_PFC_C1_OPC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C1_OPC	AAMDC	ACTN1	AK9	ANLN	ANP32E	APOLD1	ARHGAP11A	ARHGEF39	ARL6IP1	ASF1B	ASH2L	ASPM	ATAD2	AURKA	AURKB	BARD1	BCAP29	BIRC5	BRCA1	BRD8	BTG3	BUB1	BUB1B	BUB3	C21orf58	C2orf69	CARD8	CCDC150	CCDC18	CCDC34	CCNA2	CCNB1	CCNB2	CCNF	CCNY	CDC20	CDC25B	CDC25C	CDC42BPA	CDCA2	CDCA3	CDCA4	CDCA5	CDCA8	CDK1	CDK5RAP2	CDKN2C	CDKN3	CENPA	CENPC	CENPE	CENPF	CENPK	CENPM	CENPN	CENPU	CENPW	CEP135	CEP152	CEP55	CHEK2	CHTF18	CIP2A	CKAP2	CKAP2L	CKAP5	CKB	CKS1B	CKS2	CNTLN	DDIAS	DEPDC1	DEPDC1B	DHFR	DIAPH3	DLGAP5	DSN1	DTYMK	DYNC2I2	ECT2	EMC9	EMP3	ENSG00000187951	ESCO2	ESPL1	FAM111A	FAM83D	FANCD2	FBXO5	FEM1C	FOXM1	G2E3	GAS2L3	GIHCG	GINS2	GMNN	GTSE1	GUSB	H2AX	H2AZ1	H2AZ2	H4C3	HAUS6	HJURP	HMGB1	HMGB2	HMGB3	HMGN2	HMGN5	HMMR	HS2ST1	HSD17B11	HYLS1	IFT22	IQGAP3	ITGB3BP	KCNE5	KIAA0586	KIF11	KIF14	KIF15	KIF18A	KIF18B	KIF20A	KIF20B	KIF22	KIF23	KIF2C	KIF4A	KIFC1	KMT5A	KNL1	KNSTRN	KPNA2	LDHA	LGALS1	LRR1	MAD2L1	MAP2K2	MELK	MIS18BP1	MKI67	MND1	MNS1	MT2A	MTFR1	MXD3	NCAPD2	NCAPG	NCAPG2	NCAPH	NDC1	NDC80	NEK2	NMU	NRAV	NRM	NUDT1	NUF2	NUP37	NUSAP1	OIP5	ORC6	PARPBP	PBK	PCLAF	PCNA	PDLIM3	PHF19	PIF1	PIMREG	PLEKHA5	PLK1	PLK4	POC1A	POLA2	POLQ	PPIF	PRC1	PRR11	PSRC1	PTTG1	QSER1	RACGAP1	RAD21	RAD51	RAD51AP1	REEP4	RFC3	RFWD3	RHEB	RNASEH2A	RNF26	RNFT2	RRM2	RTKN2	S100A16	SCARA3	SCLT1	SFR1	SFRP2	SGO1	SGO2	SHCBP1	SKA1	SKA3	SMC2	SMC4	SPAG5	SPC25	SPDL1	STON2	TACC3	TDP1	TGIF1	TK1	TMEM106C	TMEM18	TMPO	TOP2A	TPX2	TRIP13	TROAP	TTK	TUBA1B	TUBA1C	TUBB4B	TUBB6	TUBGCP3	UBE2C	UBE2S	UBE2T	UHRF1	USP1	VIM	VRK1	ZNF83	ZWINT
ZHONG_PFC_C2_ASCL1_POS_ASTROCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C2_ASCL1_POS_ASTROCYTE	ASCL1	DDIT4	HPF1	NDUFA12	PPP4R3B	TRIB2
ZHONG_PFC_C2_SOX5_BCL11B_POS_EXCITATORY_NEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C2_SOX5_BCL11B_POS_EXCITATORY_NEURON	ARG2	BCL11B	CAV1	CDH7	CNIH1	CNTNAP2	CRYM	EIF1AY	FXYD7	HSPA1A	IGFBP5	LDHA	LMO3	LMO7	LSAMP	MASP1	MGLL	PDE1A	PRKY	RPS4Y1	SERPINI1	SERTAD4BP	SHISA2	SOX5	SSBP2	ST18	THSD7A	VSNL1
ZHONG_PFC_C2_THY1_POS_OPC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C2_THY1_POS_OPC	APOD	BRINP1	CA10	CNTN1	COL9A1	EDNRB	ELMO1	FAM216A	GPR155	GRB14	ITM2A	KLRC2	LAMA4	LRRK2	MYT1	NTNG1	PCSK1N	PLAT	PLLP	PMP2	S100B	SCG5	SERTAD4BP	SNTG1	SULF2	THY1	WAC-AS1
ZHONG_PFC_C2_UNKNOWN_NPC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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	ENSG00000187951	FAM83D	G2E3	GTSE1	HJURP	ITCH	KDM4A	KIF20A	KIF22	KIF2C	KIF4A	KNSTRN	KPNA2	LDHA	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_C3_ASTROCYTE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C3_ASTROCYTE	ABCC5	ACAP3	ACD	ACVR2B	ADAP1	ADCY1	AFAP1	AFDN	AGAP2	AGO2	AGO4	AKT3	ANK3	ANKRD13D	ANKRD36	ANKRD44	AP1G2	ARFGEF3	ARHGAP20	ARHGAP39	ARK2C	ARPP21	ARSA	ASIC1	ATAD2B	ATCAY	AUTS2	B4GALNT4	BAIAP2	BASP1	BAZ2A	BFAR	BICDL1	BIN1	BMPR2	BPTF	BRAP	BRSK2	C2CD4C	CACNA1A	CACNA1B	CACNA1E	CACNB1	CACNB3	CACNG8	CALY	CAMK2N2	CAMKV	CAPN10	CARMIL3	CASTOR3P	CAVIN4	CBFA2T3	CCBE1	CCDC120	CCL5	CDC42BPB	CDK5R1	CDKL2	CELF2	CELF5	CELF6	CELSR2	CEP164	CHASERR	CHD5	CHGA	CHST15	CHST2	CIC	CLCN7	CLDN5	CLVS2	CNIH2	CNKSR2	CNOT6	CNTN1	CNTN3	CNTN4	CNTNAP1	COL18A1	CPLX1	CPNE7	CSK	CTTN	CTTNBP2NL	CUL9	CXADR	CYP27C1	DAAM1	DENND6B	DIP2C	DLX1	DNM1	DNM3	DOT1L	DPYD	DPYSL3	DUSP4	DYNC1I1	EDEM3	EEF1A2	EFR3B	EGFL7	ELAVL2	ELAVL3	ENC1	ENSG00000291211	ENTREP3	EPB41L1	EPCAM	EVI5L	EVL	EXD3	FADS3	FAM131B	FAM193B	FAM89B	FBN3	FBRSL1	FBXO41	FGF9	FLRT2	FMR1	GAB2	GAD2	GAP43	GAS7	GCN1	GEMIN5	GIT1	GNAL	GNAZ	GNB3	GOLGA3	GOLGA7B	GOLGA8A	GOLGA8B	GPR161	GRIK2	GRK3	GRP	HEATR5A	HMGA1	HPCAL4	HRAS	IBA57	IBTK	IGHMBP2	ILRUN	IQCG	IRF7	JAG2	JPH4	KCNQ1OT1	KCNT2	KCTD12	KCTD3	KCTD7	KDM4B	KIAA0319	KMT2A	L1CAM	LETM1	LIMS2	LINC00342	LINC00506	LINC01873	LINC02987	LMO7	LPAR2	LPL	LRRC7	MAFG	MAMDC4	MAP3K9	MAP6	MAPK11	MAPK8IP2	MAST1	MAST3	MATCAP1	MCM3AP	MCM4	MCM7	MDGA1	MDN1	ME3	MEF2C	MEG3	MEGF6	MEIS3	MGRN1	MIAT	MICAL1	MIR124-1HG	MKRN1	MMD	MMP17	MTURN	MYCN	MYO16	NBEA	NCAM1	NCOR2	NEAT1	NEFM	NEXMIF	NFATC2IP	NFIX	NGEF	NHSL3	NKAIN1	NLK	NOL4L	NPAS1	NPIPA5	NPY1R	NRXN2	NSG2	OBSCN	OSBP2	PACS1	PALMD	PCDH11X	PCDH19	PCLO	PDCD7	PDE1C	PDE7A	PDIA2	PDP1	PDXP	PDZD4	PFKP	PGM2L1	PHACTR4	PHYHIP	PKD1	PLPPR1	PLXNA3	PLXNA4	PNPLA6	PODXL2	POU2F2	POU6F1	PPEF1	PPFIA2	PPP1R12C	PRDM2	PRKAR2B	PRKCB	PRKCSH	PRPF18	PRRT2	PSD	PTCHD4	PTPRS	PTPRU	RAB3A	RABL6	RBFOX3	RBM33	RECQL5	RERE	RESF1	RFLNB	RFPL1S	RGS11	RHOU	RIMBP2	RIMKLA	RNF112	RPS6KA3	RPS6KC1	RRAGC	RSPH9	RUNX1T1	SATB2	SCG2	SCN3A	SCN3B	SCN9A	SEC31B	SEL1L	SEMA3C	SEMA6C	SETX	SEZ6L2	SH3PXD2A	SHANK2	SHTN1	SIN3B	SLC1A6	SLC25A29	SLC26A4	SLC38A1	SLC45A1	SLC4A3	SLC4A7	SLC7A5P2	SLCO3A1	SLIT1	SMARCA2	SMPD3	SNAP91	SNAPC4	SOX11	SPHKAP	SPIN1	SPTBN2	SPTBN4	SRCIN1	SRRM3	SRRM4	SS18L1	SSTR2	SSX2IP	ST8SIA3	STAG3	STK11	STK11IP	STOX2	STRBP	STX1A	STXBP1	STXBP6	SVOP	SYBU	SYCP2	SYNGR3	SYP	SYT1	SYT13	SYT4	SYT5	TAF6L	TBC1D32	TCAF1	THRB	TMEM108-AS1	TMEM131	TMEM151B	TMEM44	TMEM63C	TOM1L2	TPTE2P1	TRIM41	TRIM46	TSPAN17	TSPOAP1	TTC9B	TUBGCP6	UBALD2	UBE2Q2P1	UBN2	ULK2	UNC79	USP32P1	USP7	VARS2	VASH2	VPS16	VSTM2B	VSTM2B-DT	VSTM2L	XKR4	XPNPEP3	XPR1	YWHAG	ZBTB8A	ZCCHC12	ZDHHC8BP	ZEB2	ZFP90	ZFTA	ZNF101	ZNF316	ZNF320	ZNF324	ZNF362	ZNF37A	ZNF445	ZNF527	ZNF566	ZNF573	ZNF611	ZNF721	ZNF780B
ZHONG_PFC_C3_HOPX_POS_OPC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C3_HOPX_POS_OPC	CST3	DLL3	ETV1	HOPX	PANTR1	RARRES2	SEZ6	TLK1
ZHONG_PFC_C3_MICROGLIA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C3_MICROGLIA	ABCA2	ABLIM1	ACAP3	ACKR1	ACOT7	ACTN2	ACTR3B	ADAM22	ADCY1	ADD2	ADGRB2	AGAP3	AGPAT4	AGPAT5	AGTPBP1	AK1	AKAP7	AKT2	AKT3	ALCAM	AMER2	AMPD2	AMPH	ANK2	ANK3	ANKRD13B	ANKRD16	AP3B2	APBB1	APC2	ARHGAP33	ARID3B	ARK2C	ARL4C	ARL8A	ARPP21	ASPSCR1	ATCAY	ATP1B2	ATP6V0E2	ATXN2	ATXN7L3B	B4GALNT4	B4GAT1	BAALC	BAIAP2	BCL11A	BCYRN1	BEX1	BEX2	BHLHE22	BMERB1	BOK	C11orf87	C12orf57	C1orf216	C2orf69	C8orf33	CACFD1	CACNA1A	CACNA1B	CACNA1C	CACNA1E	CACNB3	CACNG8	CADM1	CAMK2B	CAMK2N1	CAMKV	CAP2	CARM1	CARMIL3	CBLN2	CCBE1	CCDC184	CDC42EP3	CDC42EP4	CDH10	CDH2	CELF2-AS2	CELF3	CELF4	CELF5	CELSR2	CENPV	CEP126	CEP15	CERK	CES2	CHGB	CHRNA4	CLIC4	CLVS2	CNR1	COMTD1	CPLX1	CPNE6	CRACD	CRIP2	CRMP1	CSDC2	CSMD1	CSMD2	CSMD3	CSRNP3	CSRP2	CTIF	CTXN1	CXXC4	CYFIP2	CYP27C1	CYRIA	DAAM1	DAB2IP	DBNDD1	DCLK1	DCLK2	DCX	DDX51	DGKE	DLG3	DLX2	DMTN	DMWD	DNM1	DNM3	DOK5	DPF1	DPYSL2	DPYSL3	DPYSL4	DTX1	DYNC1I1	EBF4	EEF1A2	EFNA2	EIF4EBP2	ELAVL3	ENHO	ENO2	ENSG00000286190	ENTREP2	EPHA10	EPHA5	EPM2AIP1	EXD3	FABP3	FABP7	FADS3	FAM110B	FAM184A	FAM229B	FAM81A	FAT3	FBXL16	FBXO3	FBXW7	FCHO1	FGF12	FGF13	FKBP1B	FLRT2	FMN2	FOXP1	FUBP1	FUT9	FXR2	FXYD7	FYN	FZD3	GAD1	GAP43	GAREM2	GCSH	GDA	GLRA2	GNAL	GNAO1	GNAZ	GNG4	GNG8	GOLGA8A	GPC1	GPR12	GPRIN1	GPSM1	GRIA3	GRIN1	GRP	GTF2IRD1	GUCY1A1	GUCY1A2	HAGHL	HIP1R	HMGCR	HMOX2	HPCAL4	HSF2	IGSF21	IMPDH1	INA	IRS2	IVNS1ABP	JAG2	JPH3	JPH4	KCNA3	KCNA6	KCNB1	KCNH7-AS1	KDM4B	KDM5B	KIAA0319	KIAA1549L	KIF1A	KIF1B	KIF21B	KIF3A	KIF3C	KIFAP3	KLF12	KNDC1	KPNB1	KRT19	KRT31	LGI4	LIMCH1	LIMS2	LINC00342	LINC00667	LINC01102	LMO4	LPAR2	LRP12	LRP6	LRRC49	LRRC4C	LRRC7	LRRN3	LSAMP	LSM14B	LY6H	MAP1A	MAP1B	MAP4	MAP6	MAPK10	MAPK8IP1	MAPRE3	MAPT	MARCKSL1	MAST1	MAST4	MATK	MBTPS1	MDGA1	MEG3	MFSD10	MGLL	MIR124-1HG	MLLT3	MOAP1	MOK	MORN4	MPPED1	MT3	MVD	MYH10	MYO16	MYT1L	NAP1L3	NAV1	NBEA	NCAM1	NCAN	NCDN	NCOA1	NCS1	NDRG1	NDRG4	NECAB1	NEFL	NEFM	NELL2	NEO1	NETO2	NEUROD6	NFASC	NFIA	NFIB	NFIX	NGRN	NIPSNAP3A	NKAIN2	NLK	NLN	NPDC1	NPY	NRXN1	NRXN2	NSG1	NSG2	NT5C3B	NTRK2	NUDCD3	NUP93	OPA1	OPCML	OPTN	PAFAH1B2	PALS2	PCBP4	PCDH11X	PCLO	PCSK1N	PDIA2	PENK	PFN2	PGM2L1	PHACTR3	PHF24	PHPT1	PI4KAP2	PIK3R2	PIP4K2A	PJA1	PKD1	PLXNA1	PLXNA4	PNMA2	PNMA3	POLR3A	POU3F1	PPFIA2	PPFIBP1	PPHLN1	PPP1R14C	PPP2R2D	PPP3CB	PPP5C	PREPL	PRKAA2	PRKAR1B	PRKAR2B	PRKCB	PRRT2	PRXL2B	PTP4A3	PTPN13	PTPN5	PTPRK	PTPRO	PXK	RAB15	RAB3A	RAB9B	RALGPS1	RAMP3	RAP1GAP2	RAP1GDS1	RBM24	RBM4B	REEP2	RELA	RFNG	RFPL1S	RGS11	RIC3	RIMBP2	RIPOR2	RIT2	RNF112	RNF157	RNF220	RNF40	RNU6-2	RRAS2	RSPRY1	RUNX1T1	SAMD4B	SASH1	SATB2	SCD5	SCG5	SCN2A	SDC3	SDK1	SDK2	SEMA3C	SEPTIN3	SEPTIN4	SERP2	SERPINI1	SEZ6L2	SGSM2	SH3PXD2A	SHANK2	SHC2	SHISA7	SLC39A3	SLIT1	SLN	SMARCA2	SNAP91	SNCB	SNX32	SOBP	SOX4	SPTAN1	SPTBN1	SRCIN1	SRM	SRRM4	SSBP3	STARD10	STK25	STMN2	STMN3	STMN4	STUM	STX1A	STXBP1	SULT4A1	SUZ12P1	SV2A	SYBU	SYNGAP1	SYNGR3	SYP	SYT3	SYT4	SYT5	TAB1	TACC2	TANC2	TARS3	TCEA2	TCEAL2	TCEAL5	TCF4	TCP1	TDRP	TENM2	TENM4	THRA	THRB	THY1	TLE5	TMEFF2	TMEM121B	TMEM132A	TMEM151B	TNKS2	TNRC6C	TPPP	TRIM2	TRIM44	TRIM67	TSC2	TSPOAP1	TTC9B	TUBA1A	TUBB2A	TUBB2B	TUBB3	TUBB4A	TXNL4A	UBE2QL1	UBXN7	UCHL1	UQCC6	USP32P2	USP46	VAV2	VSTM2B	VSTM2L	WASF1	WDR47	WDR59	WWC1	ZBTB18	ZC2HC1A	ZFR2	ZFTA	ZNF197	ZNF324	ZNF614	ZSCAN29
ZHONG_PFC_C3_PROX1_CCK_POS_INTERNEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C3_PROX1_CCK_POS_INTERNEURON	AP1S2	ARL4C	CALB2	CCK	CNR1	DLX1	KITLG	PDZRN3	PROX1	SCGN	VSTM2A
ZHONG_PFC_C3_UNKNOWN_INP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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_PTGDS_POS_OPC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C4_PTGDS_POS_OPC	AARS1	ACLY	ADAM23	ANGPTL2	ANK3	ANKRD44	ANP32B	APCDD1	APLP1	APPL2	ARHGAP5	ARHGAP5-AS1	ARV1	BCAS1	BCL2L1	BMPER	BPHL	CADM1	CADM2	CAMSAP2	CDK18	CENPJ	CLDN11	CNP	CORO1C	CPM	CRB1	DHCR7	DYNLL1	EEIG1	ENPP6	EPB41L2	EPHB1	ERBB3	EVI2A	FAM13C	FIBIN	FRMD4A	FRMD4B	FXYD6	FYN	GNAI1	GOLIM4	GPD1	GPR17	GPS1	GRIN2A	GRINA	HACL1	HID1	HMGCS1	ITPR2	KANK1	KCNS3	KIAA0319L	LIMS2	LIN7C	LINC01170	LINC02367	LRRN3	LRRTM1	LSAMP	MAG	MAP4K5	MBP	MIEF1	MMUT	MOB3B	MOG	MPZL1	MSMO1	MTMR9LP	MTPAP	MVB12B	MYO5A	MYRF	NFASC	NFE2L2	NOL4L	NTM	OSBPL9	PACC1	PCDH11X	PCDH11Y	PCDH7	PFN2	PHACTR3	PKP4	PLEKHA1	PLEKHB1	PLP1	PLPPR2	PPP1R16B	PRDX1	PTGDS	PTPRO	RAB33A	RALGPS2	RASGEF1B	REEP3	RGMB	RICTOR	RND2	RNF144A	RNF216	SCARB1	SCARB2	SEL1L	SEMA4D	SERINC5	SERPINI1	SGK1	SGPL1	SGTA	SH3YL1	SILC1	SIRT2	SLC25A5	SLC44A1	SMOC1	SNX22	STAMBP	STAT2	STRN	SYNDIG1	SYNGR2	TCF7L2	TECR	TF	TM7SF3	TM9SF2	TMEFF2	TMEM108	TMEM179B	TMEM59	TMOD1	TMTC4	TNFRSF21	TNS2	TNS3	TSC22D4	TUBB4A	UGT8	UTP14C	WASF1	ZNF488	ZNF827
ZHONG_PFC_C4_UNKNOWN_INP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C4_UNKNOWN_INP	ACTR10	ARHGEF26	ARL4D	ASCL1	ATG3	ATP6V0E2	BBS10	BRD7	C19orf12	CADPS	CFAP298	CIR1	COA1	COMMD9	COX17	DANCR	DDIT4	DENND1B	DLL3	DOCK7	DPF2	DYRK4	EBF2	EIF2S1	ELAVL4	ELP6	EOMES	EXOSC1	FAM200C	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	RBIS	RGS16	RNF138	RPAP2	RPAP3	RSBN1	S100PBP	SERINC2	SERPING1	SLC4A7	SLC6A15	SNHG8	SOCS4	SUPT16H	SVIL	SYP	TAGLN3	TCP10L	TIMM50	TTF1	UBAP2	UBE2I	ZFP82	ZIC2	ZNF254	ZNF43	ZNF605
ZHONG_PFC_C5_BCL11B_CALB2_POS_INP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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_C6_DLX5_GAD1_GAD2_POS_INTERNEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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_C6_PLXNA4_POS_EXCITATORY_NEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C6_PLXNA4_POS_EXCITATORY_NEURON	CCBE1	EIF1B	GNAL	LINC01102	PLXNA4	SCG2	SRM
ZHONG_PFC_C7_ORG_UNDERGOING_NEURONAL_DIFFERENTIATION	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C7_ORG_UNDERGOING_NEURONAL_DIFFERENTIATION	ABHD6	ACYP2	ADGRG6	ADRA2A	AFDN-DT	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	LNX1	LONRF2	LRRC8B	MAP6	MAPT	MEF2C	MEGF8	MIAT	MIR124-1HG	MLLT3	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_C7_SST_LHX6_POS_PUTATIVE_MIGRATING_INTERNEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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_ORG_PROLIFERATING	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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_C8_UNKNOWN_NEUROD2_POS_INTERNEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/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	CYRIA	DEAF1	DNAJB2	DOCK9	DOK5	DTX1	DTX4	DUSP23	EEF1A2	EPHB6	FABP3	FASN	FBXW7	FOXP1	GAP43	HIVEP2	IGSF21	JAG2	KBTBD11	KHDRBS3	LHX2	LPL	MAP6	MAPK11	MAPK8IP2	MT3	MVD	NCALD	NECAB1	NELL2	NEUROD2	NEUROD6	NPY1R	NTRK2	PALM	PDXP	PENK	PHYHIP	PIK3R1	PLPPR1	PLXNA4	POU3F2	PPFIA3	PTPRK	R3HDM1	RBFOX1	RGS11	SCD	SEMA3C	SLA	SMARCA2	SPOCK1	SRM	STK32B	SYNGR3	SYT4	SYT7	UNC13A	USP32P1	USP32P2	VSTM2L
ZHONG_PFC_C9_ORG_OTHER	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_C9_ORG_OTHER	ATP1A2	ATP1B2	AXL	BCAN	BMP7	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	LGALS3	LIFR	LINC00943	LITAF	LRRC3B	MEST	MFGE8	MGST3	MLC1	MOXD1	MT3	MYORG	NDN	NDP	NDRG2	NFE2L2	NHERF1	NOTCH2	NRG1	NSDHL	NTM	OAT	PDLIM3	PDPN	PEA15	PLPP3	PSAT1	PTN	PTPRN2	PTPRZ1	S100A13	S100A16	SAT1	SC5D	SCRG1	SEL1L3	SELENOW	SLC1A3	SLCO1C1	SNX5	SPARC	STOM	TAGLN2	TCIM	TKTL1	TMEM132B	TMEM9B	TNC	TSPAN7	TSPO	TTYH1	TUBB2A
ZHONG_PFC_HES1_POS_C1_NPC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_HES1_POS_C1_NPC	HES1	HEY1	HMGA2	LIX1	MCM3	ZFP36L1
ZHONG_PFC_MAJOR_TYPES_ASTROCYTES	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_MAJOR_TYPES_ASTROCYTES	AASS	ABAT	ABCD3	ABHD3	ACSBG1	ACSL6	ADCYAP1R1	ADD3	ADGRB1	ADGRG1	ADORA2B	AGT	AIF1L	AK4	ALCAM	ALDH6A1	ALDOC	ALPL	ANOS1	ANXA5	APBB2	APOE	AQP4	ARHGEF26	ATP13A4	ATP1A2	ATP1B2	B2M	B3GLCT	BBS2	BCAN	BCAP29	BCHE	BDH2	BMAL1	BMP7	BMPR1B	BRINP3	BRINP3-DT	BTBD17	C1orf122	C2orf72	C3orf70	CA12	CAMK2G	CASTOR1	CBR1	CBS	CCDC80	CD63	CD82	CD9	CDC42EP1	CDC42EP4	CLDN10	CLU	CNN3	COMT	CPNE5	CRYL1	CSPG5	CST3	CTSL	CXCL14	CYP51A1	DAG1	DARS1	DBI	DBX2	DCN	DCXR	DDAH1	DDR1	DHCR7	DIO2	DKK3	DNER	DOK5	DTNA	EDNRB	EEPD1	EFEMP2	EFHD2	EFNA1	ELN	ELOVL2	ELOVL5	EMC2	ENHO	ETV1	ETV5	F3	FABP5	FABP7	FADS2	FAM107A	FAM181B	FAT1	FBLN2	FERMT2	FXYD1	G6PC3	GATM	GDPD2	GFAP	GJA1	GLUD1	GLUL	GNG11	GNG12	GNG5	GNG7	GNPTG	GPM6B	GPR137B	GPR37L1	GPRC5B	GPX3	GRB14	GRM3	GULP1	HADHB	HAPLN1	HAPLN3	HES1	HES4	HES5	HEY1	HLA-A	HLA-B	HLA-C	HMGCS1	HNMT	HOPX	HSD17B12	HSPB1	HTRA1	ID1	ID2	ID4	IDI1	IFI27L1	IFITM3	IGFBP4	IL33	ITGAV	ITM2C	ITPR2	JUN	KCNE5	KCNJ10	KLHDC8A	LAMB2	LEPROT	LGALS1	LGALS3	LGALS3BP	LGI1	LIFR	LINC00943	LIPA	LITAF	LIX1	LRATD2	LRIG1	LRP4	LRRC10B	LRRC17	LRRC3B	LRRN3	LRRTM3	LUZP2	LYN	MAGT1	MASP1	MEIS1	MFGE8	MGLL	MIR9-1HG	MLC1	MMD2	MRC2	MSMO1	MT1E	MT2A	MT3	MYO10	MYORG	NCAN	NDRG2	NHERF1	NHSL1-AS1	NKAIN4	NLGN3	NOTCH2	NOTCH3	NPNT	NT5E	NTRK2	OAT	OLFM2	P3H4	P4HA1	PAQR8	PBXIP1	PDGFRB	PDLIM3	PDLIM5	PDPN	PEA15	PHACTR2	PHGDH	PHYHIPL	PLAGL1	PLCD1	PLEC	PLEKHB1	PLIN3	PLPP3	PLTP	PMP22	PNPLA3	PON2	PPP1R16A	PRCP	PREX1	PRODH	PRR5	PRSS35	PSAT1	PTN	PTPRZ1	PTTG1IP	QKI	RAB31	RAB34	RAMP1	RAMP3	RAP1GAP	RASSF4	RCN1	RFX4	RGCC	RGMA	RGS20	RHOC	RIT2	ROBO3	S100A13	S100A16	S100B	S1PR1	SASH1	SCD	SCRG1	SDC3	SELENBP1	SEMA6A	SEMA6D	SERPINB6	SERPINE2	SEZ6L	SFXN5	SHISA4	SIRPA	SLC13A5	SLC15A2	SLC1A2	SLC1A3	SLC1A4	SLC25A18	SLC38A3	SLC39A12	SLC3A2	SLC4A4	SLC6A1	SLCO1C1	SLITRK2	SMIM30	SNX3	SNX5	SOAT1	SOX2	SOX8	SOX9	SPARCL1	SPATA6	SPON1	SPRY1	SPRY2	STON2	SYPL1	TBC1D10A	TCF7L2	TCIM	TECPR2	TEX264	TFPI	THBS3	TIMP1	TIMP3	TM7SF2	TMEM132B	TMT1A	TNC	TNFRSF19	TOR1AIP1	TP53I3	TRIB2	TRIL	TRIM47	TSC22D4	TSPAN3	TSPAN6	TSPAN7	TTYH1	TTYH2	UBL3	VCAM1	VEPH1	VIM	WSCD1	YIF1A	ZFP36L1	ZFP36L2	ZFYVE21
ZHONG_PFC_MAJOR_TYPES_EXCITATORY_NEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_MAJOR_TYPES_EXCITATORY_NEURON	CSRP2	IGFBPL1	NEUROD1	NEUROD2	NEUROD6	PPP2R2B	RBFOX1	SLA
ZHONG_PFC_MAJOR_TYPES_INTERNEURON	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_MAJOR_TYPES_INTERNEURON	ARX	CELF4	CXCR4	DLX1	DLX2	DLX5	ERBB4	GAD1	GAD2	INA	LHX6	MAF	MEF2C	MEG3	NRXN3	PDE4DIP	PLS3	SOX2-OT
ZHONG_PFC_MAJOR_TYPES_MICROGLIA	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_MAJOR_TYPES_MICROGLIA	A2M	ABCG2	ABHD12	ABI3	ACTR2	ACY3	ADA2	ADAM28	ADAM9	ADAP2	ADISSP	ADORA3	ADRB2	AIF1	ALOX5	ALOX5AP	ANXA11	ANXA4	ANXA5	AOAH	AP1B1	APBB1IP	APLP2	APOC1	APOE	APPL2	ARHGAP12	ARHGAP4	ARHGAP9	ARHGDIB	ARPC1B	ARRB2	ASAH1	ATM	ATP2B1-AS1	ATP6V0E1	ATP8B4	AXL	B2M	B3GNT5	BHLHE41	BIN1	BIN2	BLNK	BLVRB	BRI3	BST2	BTG2	C12orf75	C1QA	C1QB	C1QC	C2	C3	C3AR1	C5AR1	CAP1	CAPZB	CASP1	CCL3	CCL4	CCL4L2	CCND1	CCR1	CD14	CD164	CD300A	CD36	CD37	CD4	CD53	CD63	CD68	CD74	CD81	CD83	CD84	CD86	CEBPA	CEBPD	CH25H	CIAO2A	CMTM6	CMTM7	CNPY3	COLGALT1	CORO1A	CPED1	CPVL	CREBL2	CREG1	CRYBB1	CSF1R	CSF3R	CTSA	CTSB	CTSC	CTSD	CTSL	CTSS	CX3CR1	CXCL16	CYBA	CYBB	CYFIP1	CYTH4	DAB2	DHRS3	DHRS9	DNAJB1	DNPH1	DOCK2	DOCK4	DOCK8	DPP7	DUSP1	EGFL7	EGR1	EGR2	EGR3	ELF1	ENTPD1	EVI2A	FAM78A	FCER1G	FCGR1A	FCGR1BP	FCGR1CP	FCGR2A	FCGR3A	FCGRT	FES	FGD2	FLI1	FMNL3	FOLR2	FOS	FOSB	FPR1	FRMD4A	FTL	FYB1	GAA	GADD45B	GAL3ST4	GALNT1	GAS6	GATM	GGA2	GGTA1	GIMAP4	GLIPR1	GLUL	GM2A	GMFG	GNAI2	GNB4	GNG5	GNG7	GPN3	GPR183	GPR34	GPSM3	GPX1	GRN	GSN	GSTK1	GYPC	H1-2	HAVCR2	HCK	HCLS1	HCST	HERPUD1	HEXA	HEXB	HLA-B	HLA-C	HLA-E	HPGDS	HSPA1A	HSPA1B	HTRA1	HVCN1	IER2	IER3	IFI16	IFI30	IFITM2	IFNGR1	IGF1	IGFLR1	IGSF6	IKZF1	IL10RA	IL13RA1	IL16	IL17RA	IL6R	IL6ST	INPP5D	IPCEF1	IRAG2	IRF8	ITGAM	ITGAX	ITGB2	ITM2B	ITM2C	ITPR2	JAG1	JUN	JUNB	KCTD12	KLF2	KLF6	LAIR1	LAMP1	LAMP2	LAPTM5	LAT2	LCP1	LGMN	LHFPL2	LILRB4	LIMS1	LINC00996	LINC01094	LINC02256	LINC02712	LIPA	LPAR5	LPAR6	LPCAT2	LPIN2	LST1	LTC4S	LY86	LY96	LYN	LYST	MAF	MAN2B1	MANBA	MAST3	MBNL1	MED12L	MEF2A	MERTK	MFSD1	MGAT1	MGAT4A	MGST2	MILR1	MIR23AHG	MIS18BP1	MKNK1	MNDA	MPEG1	MPP1	MRC1	MS4A7	MSN	MYH9	MYL12A	MYLIP	MYO1F	NAA20	NABP1	NAGA	NAIP	NCF4	NCKAP1L	NEAT1	NEU1	NFKBIA	NINJ1	NPC2	NPL	NR3C1	NR4A1	NR4A2	NRIP1	OAS1	OLFML3	OLR1	OSTF1	OTUD1	OTULINL	P2RX4	P2RY12	P2RY13	P3H2	PAG1	PALD1	PARVG	PDGFB	PDK4	PDPN	PFN1	PLA2G15	PLA2G7	PLCB2	PLD3	PLD4	PLEK	PLTP	PLVAP	PLXDC2	POLD4	PPP1R18	PPT1	PRR13	PSAP	PSMB10	PTAFR	PTGS1	PTPN6	PTPRC	PTPRE	PYCARD	RAB29	RAB31	RAB32	RAB3IL1	RAPGEF6	RASSF4	RB1	RBMS1	RCN3	RCSD1	REEP4	RGS1	RGS10	RGS19	RGS2	RHBDF2	RHOB	RHOG	RIN2	RNASE6	RNASET2	RNF13	RNF130	RNF135	RNF213	RPH3AL-AS1	RPS6KA1	RUBCNL	RUNX1	RYR1	S100A11	SALL1	SAMSN1	SASH3	SAT1	SCAF11	SCAMP2	SELPLG	SERPINA1	SERPINB6	SERPINF1	SESN3	SFMBT2	SFT2D1	SGK1	SH2B3	SIGLEC10	SIGLEC8	SIPA1L2	SIRPA	SLC15A3	SLC29A1	SLC29A3	SLC7A7	SLC7A8	SLC9A9	SLCO2B1	SMAP2	SMIM30	SOCS6	SORL1	SP100	SPP1	SPRED1	SRGN	STAB1	STING1	STOM	STXBP2	SWAP70	SYK	SYNGR2	TACC1	TAGAP	TAL1	TAPBP	TBXAS1	TCIRG1	TFEC	TGOLN2	TIMP2	TLN1	TLR10	TLR4	TLR7	TM6SF1	TMBIM1	TMC6	TMEM119	TMEM273	TMEM35B	TMEM52B	TMIGD2	TMIGD3	TMT1A	TNFAIP8L2	TNFRSF1A	TNFRSF1B	TPP1	TPT1	TREM2	TSC22D3	TYROBP	UCP2	VAMP8	VAV1	VMP1	VSIG4	VSIR	WAS	WASF2	WDR91	XBP1	ZFHX3	ZFP36	ZFP36L1	ZFP36L2
ZHONG_PFC_MAJOR_TYPES_NPCS	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_MAJOR_TYPES_NPCS	ANP32E	APOLD1	ASPM	ATAD2	AURKB	BIRC5	BTG3	BUB1	BUB3	C19orf48P	C21orf58	CCNA2	CCNB1	CCNB2	CDC20	CDCA3	CDCA4	CDCA5	CDCA7	CDK1	CDKN3	CDON	CENPF	CENPK	CENPM	CENPN	CENPU	CENPW	CKAP2	CKAP2L	CKS1B	CKS2	CLIC1	CLSPN	CNTLN	CREB5	DACH1	DEPDC1B	DHFR	DLGAP5	DTYMK	DUT	DYNC2I2	EFNB1	EMX1	EMX2	EOMES	FBXO5	FEN1	GINS2	GLI3	GMNN	GNG5	GTSE1	H2AX	H2AZ1	H2AZ2	H4C3	HAT1	HELLS	HES1	HJURP	HMGB2	HMGB3	HMGN2	HSPB1	ID4	IGF2BP1	ITGB3BP	KIF11	KIF15	KIF22	KIF23	KIF2C	KNSTRN	KPNA2	LDHA	MAD2L1	MCM2	MCM3	MCM4	MCM5	MCM6	MCM7	MDK	MELK	MFAP2	MIS18BP1	MKI67	NDC80	NOTCH1	NUF2	NUSAP1	OIP5	ORC6	OTX1	PAICS	PAX6	PBK	PCLAF	PCNA	PHGDH	PIMREG	PLIN2	PLPP3	PRC1	PRR11	PTTG1	RCN1	RNASEH2A	RPA3	RPS27L	RRM1	RRM2	SFRP1	SFRP2	SGO1	SGO2	SINHCAF	SMC2	SMC4	SNRPB	SOX3	SOX9	SPAG5	SPC25	TACC3	TAGLN2	TGIF1	TMEM98	TMPO	TOP2A	TPX2	TUBA1B	TUBB4B	UBE2C	UBE2T	UCP2	UHRF1	VIM	ZFHX4	ZWINT
ZHONG_PFC_MAJOR_TYPES_OPC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_PFC_MAJOR_TYPES_OPC	ALCAM	ANGPTL2	ANXA5	APOD	ARC	ARL4A	B2M	BCAN	BCHE	BRINP3	C2orf80	CA10	CADM2	CD63	CD82	CD9	CNP	CNTN1	COL20A1	COL9A1	CSPG5	CST3	DBI	DUSP6	EDNRB	EPB41L2	EPN2	ETV1	ETV5	FIBIN	GATM	GNG7	GPM6B	GPR17	GRID2	ITGB8	ITM2C	KANK1	LHFPL3	LIMA1	LMF1	LRRC4C	LSAMP	LUZP2	MMP2	MT3	NKAIN4	NKX2-2	NOVA1	NXPH1	OLIG1	OLIG2	OMG	PCDH15	PDE4B	PDGFRA	PLAT	PLEKHB1	PLLP	PLPP3	PMP2	PON2	PSAT1	PTN	PTPRZ1	RAB31	RAMP1	RFTN2	RHOC	S100B	SCD5	SCN1A	SCRG1	SEMA5A	SERPINE2	SEZ6L	SIRT2	SLC35F1	SLITRK2	SOX10	SOX6	SOX8	SPARC	SPATA6	SPRY1	SPRY4	TRIB2	TSC22D4	TSPAN7	TTYH1	VXN