AKT_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AKT_UP.V1_DN	ACKR3	ADGRL1	ADHFE1	ALPL	AMPD2	ANGPTL4	AQP5	ASF1A	ASS1	AXIN2	BCS1L	BEX4	BLVRB	BTBD2	C11orf71	C1R	C1S	CAP2	CAV2	CBS	CD248	CDC42BPA	CDH16	CDPF1	CELA1	CHAD	CHN2	CHST12	CNN2	COL17A1	CSDC2	DNAJA3	DPT	DRAM1	EDARADD	EFEMP1	EFEMP2	EIF4E3	ESR2	EXOSC1	FAH	FAM20C	FANK1	FAS	FBXO32	FHOD3	FKBP11	FMO2	FMO3	FUT10	FUT8	FXYD1	G6PC2	GALNT16	GAS1	GATAD2B	GHR	GNA14	GNMT	GRAMD1A	GSPT2	GSTA4	HEBP1	HIC1	HMGCS2	HPS1	HTRA1	IBSP	ID3	IFFO1	IFRD2	IL13RA1	IL17RC	IRS1	IRS2	ISLR	ITGBL1	ITIH5	ITPKB	KCNK3	KCNN4	KCTD12	KLF2	KRT15	KRT5	LIMD1	LPL	LTC4S	MATN2	MEPE	MERTK	MMAA	MOCOS	MRPS6	MSL2	MSRB2	MYOC	NAT8	NCAM1	NID1	NR1D1	NT5DC3	OGN	PADI3	PAQR7	PDE4B	PDE9A	PDGFRA	PDIA5	PDLIM3	PDLIM4	PDZRN3	PHF1	PI16	PKP1	PLA2G4A	PLEK2	PLPP3	PLTP	PM20D1	PNLIPRP1	POLD2	POLI	PPP1R3C	PROM1	PTGIS	PUS7	RAMP1	RCE1	RECK	RMND1	RNF25	RORC	RPAP3	RPS6KB2	RTKN	RXRB	S1PR3	SASH1	SATB1	SCARA3	SCARA5	SCCPDH	SERPINF2	SFRP2	SH3BGR	SIRT3	SIX5	SLC18A1	SLC22A12	SLC37A4	SLC39A13	SLC39A4	SLC7A5	SLCO3A1	SLIT3	SMARCD3	SNHG6	STAT5A	STMP1	SULT1E1	SYPL2	TCAF2	TCF21	TCF3	TEC	TIMP3	TNFRSF19	TNNC2	TNS2	TP53I13	TPD52L1	TSPAN4	TSPYL4	TULP3	TYW1	UPB1	VSIG2	WIF1	ZC3H12C	ZDHHC6	ZEB1	ZFYVE21	ZNF213	ZNF385A	ZNF771	ZSCAN26
AKT_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AKT_UP.V1_UP	ABCA7	ACOT9	ADAM10	ADGRG1	ADH4	ADORA2B	AK4	ALDOC	ANGPTL1	ANXA13	ARG1	ASB11	ATF3	BACE2	BID	BPGM	C3orf52	CALCB	CAMKK1	CARD19	CCNG2	CD55	CDKN2B	CIR1	CLMN	COMTD1	CRLF1	CTRB1	CXCL16	CYP51A1	DHCR24	DHCR7	DLG4	DNAJB13	DUSP10	EDN1	ERO1A	FABP5	FAM3B	FBXO6	FDFT1	FLT1	FXR2	GAK	GCH1	GDE1	GDPD2	GIPC1	GOT1	GPD2	GPX2	GPX8	GSDMC	GTF2IRD1	GUSB	H2BC17	H4C8	H4C9	HCK	HIC2	HIF3A	HOXB9	IDI1	IFIT1	IFIT2	IFIT3	IL1F10	IL1R1	INSIG2	JPT1	KCNE3	KCNK5	KCNQ1	KLF6	KRT23	LDHC	LDLR	LGMN	LRG1	LSS	MAL2	MAN2B2	METRNL	MFSD4A	MGARP	MICU1	MMP15	MPZL2	MSMO1	MYO5B	NEU1	NFIL3	NIBAN1	NKAIN1	P2RX5	PACSIN3	PAK1	PARM1	PDGFD	PDK1	PDK3	PDZD11	PFKP	PLAGL1	PLAT	PLK2	PLSCR1	POLE3	PON2	PPP1R3F	PREP	PRKCH	PRSS37	PSCA	PTPN14	PTPRJ	PTRH1	PYGL	RASSF1	RHOV	RIMKLB	RIPK3	ROPN1L	RUNDC3A	S100A14	SAA1	SAA2	SAA4	SEC14L2	SECTM1	SEPTIN9	SFTPD	SGPL1	SGSM3	SH3BGRL2	SLC2A1	SLC6A14	SLC6A6	SNHG11	SOCS6	SPECC1	SPHK1	SPRR1A	SPRR2A	ST6GALNAC6	SUCO	SYT17	SYT8	TACSTD2	TESC	TFRC	TJP3	TLCD4	TMCC3	TMEM40	TMPRSS4	TNFRSF12A	TOM1L1	TOR3A	TPD52L3	TPRN	TRAF4	UBE2C	UGT8	UNC5B	VAMP5	VAT1	VILL	WFDC12
AKT_UP_MTOR_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AKT_UP_MTOR_DN.V1_DN	ABHD14A	ACY1	ADHFE1	ADORA1	AGPAT5	AMPD2	ANGPTL4	AP2B1	AQP5	ASF1A	ASS1	BCS1L	BDH1	BEX4	BLVRB	BMP7	BPIFB5P	C11orf71	C1R	CADM3	CAMKK2	CAP2	CAV2	CBS	CBY1	CD200	CD248	CDC42BPA	CDH16	CDPF1	CELA1	CENPQ	CES2	CHAD	CHN2	CHRDL1	CHST12	COIL	COL17A1	COL5A2	CPLX2	DNAJA3	DPT	DPYD	EFEMP1	EIF4E3	ERF	ESR2	FAM20C	FAS	FBN1	FEZ2	FKBP10	FKBP11	FMC1	FMO3	FRAT2	FXYD1	GALNT16	GAS1	GATAD2B	GNA14	GNAT2	GNG11	GNMT	GPR83	GSDMA	GSPT2	GSTA4	HARS2	HAUS1	HIC1	HPGD	IBSP	IFRD2	IL13RA1	IL17RC	IL7	IRS1	ISYNA1	ITGA6	ITLN1	ITPKB	ITSN1	JPH3	KCNAB3	KCNK3	KCNN4	KCTD12	KLF1	KRBA1	KRT6C	LANCL2	LIMD1	LPL	LRRC1	MAZ	MCM6	MEPE	MERTK	METTL5	MGAT4B	MLPH	MLXIPL	MMAA	MOCOS	MRPS6	MSL2	MSRB2	MSX1	MTHFD1	MYB	MYO1G	NAT8	NCMAP	NDRG4	NID1	OGN	PARP2	PDIA5	PDZRN3	PHGR1	PHLDA2	PI16	PKP1	PLA2G4A	PLEK2	PLPP3	PMPCB	PNLIPRP1	POLD2	POLI	POLM	PPP1R3C	PRKRIP1	PROM1	PSAT1	PUS7	RAMP1	RETREG3	RGS19	RNF25	RPS6KB2	RTKN	RTN1	S1PR3	SARS2	SASH1	SATB1	SERPINF2	SFRP5	SH3BGR	SHMT1	SLC18A1	SLC22A12	SLC37A4	SLC7A5	SLCO3A1	SMARCD3	SNHG6	SPATA5	STAB1	STEAP1	TACR3	TBCE	TEC	TIPIN	TM4SF1	TMEM97	TNFRSF19	TNNC2	TP53I13	TPH1	TSPAN4	TSPYL4	TULP3	TYMP	TYW1	UTP20	VCAN	VPS33B	WEE1	ZC3HC1	ZNF112	ZNF771
AKT_UP_MTOR_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AKT_UP_MTOR_DN.V1_UP	A4GALT	ABCA7	ADAM10	ADGRG1	ADORA2B	AK4	ALDOC	ANGPTL1	ANXA13	APOC2	ARG1	ARRDC4	ATF3	BACE2	BCAS2	BMP8B	BSND	C3orf52	CALCB	CAMKK1	CARD19	CD55	CDKN2B	CIR1	CLMN	CPE	CPNE6	CRLF1	CTNS	CXCL1	CXCL16	CXCL5	DAGLB	DAZL	DHCR24	DHCR7	DSCAM	DUSP1	DUSP10	DUSP8	EDN1	EFNB2	ELL	FBXL15	FBXO6	FKBP8	FLT1	FXR2	FXYD4	GAK	GCH1	GDE1	GDPD2	GGA1	GIPC1	GLDC	GPD2	GPX8	GSDMC	GUSB	H4C8	H4C9	HBEGF	HCK	HCN2	HIC2	HIF3A	HLA-DQB1	HMCES	HOXB3	HOXB5	IFIT1	IL1R1	ILRUN	ING2	JUNB	KCNH3	KCNK5	KCNQ1	KCTD9	KLF10	KLF6	KRT23	LAMC2	LGMN	LRG1	LSS	LYPD1	MAL2	MAN2B2	METRNL	MGARP	MICU1	MLLT1	MPP2	MPZL2	MSR1	MVP	MYCN	MYO5B	NEU1	NFIL3	NFKB2	NIBAN1	NIN	NOL12	PACSIN3	PAK1	PARM1	PDE10A	PDK3	PDZD11	PFDN2	PLAGL1	PLAT	PLK2	PLSCR1	PON1	PON2	PPP1R3F	PRSS37	PSCA	PSMD7	PTGDR2	PTPRJ	PYGL	RAB3IP	RASAL3	RASD1	RASSF1	RBM4	RIMKLB	RNF19B	RNF41	RUNDC3A	S100A8	SAA1	SAA2	SEC14L2	SFTPD	SGPL1	SH3BGRL2	SLC39A8	SLC44A1	SLC6A6	SNHG11	SOCS6	SPHK1	SPINK4	SPRR2A	ST6GALNAC6	SUCO	SUSD4	SYT17	SYT8	TACSTD2	TESC	TGIF1	TJP3	TLCD4	TMCC3	TMEM186	TMEM40	TMPRSS4	TNFRSF12A	TOR3A	TPD52L3	TPRN	TRAF3	TTLL1	UBE2R2	VAMP5	VANGL2	VAT1	VILL	WFDC12	ZBTB21	ZNF746
ALK_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALK_DN.V1_DN	ABHD8	ADCY2	ADORA3	AGRP	ANGPTL7	AP1G2	AQP3	ARID3B	ATP2C2	BCO1	CAMK2A	CASQ2	CCDC81	CCR8	CD300C	CEACAM6	CEACAM7	CEP41	CHRM4	CIC	CIDEB	CLCA1	CMKLR1	CNMD	CNTNAP2	COL9A3	CRYAB	CST4	CTF1	CTRC	DIO2	DLGAP2	DNAJA4	DNASE1L2	DOC2A	DOK3	DPEP1	EFHD1	EFNA2	EGFL6	ESRP1	FAM215A	FGL2	FOS	FOXA1	FXYD6	FZD8	GABRG2	GCKR	GPA33	GPR162	GPR45	GPX2	GRB7	GRM2	GSG1	GYPE	HDAC9	HPX	HSPA1L	IFI27	IFI44L	IFI6	IGFBP6	INPP5D	IRF9	ITIH2	KAZN	KCNC3	KCNJ9	KCNN4	KIAA0408	LCN1	LDLRAD4	LGR5	LILRA6	LPA	LPAR2	MAEA	MIA	MIR124-1HG	MTHFR	MX1	MYH1	MYL10	NAT2	NDRG2	NMNAT2	NRDE2	OAS1	OLFM4	OPRD1	OR10J1	OR1D2	P2RX2	PAX1	PCDH8	PENK	PPP2R1A	PRDM14	PRELID3A	PRODH	PROZ	PRPH	PSORS1C1	PTK2B	PTPRF	PTPRZ1	PYY	RBPJL	RHO	RPL23AP7	RTP4	RXRG	SEMA3E	SEMA7A	SERPINF2	SERPINI2	SLA	SLC10A1	SLC28A2	SPTB	ST8SIA3	STUB1	TCP10L3	TEDC2	TEX13A	THSD4	TIAM1	TRIM17	TTC38	UNC93B1	USP46	UTY	VAV1	VAV2	VPS37B	ZBED2	ZFYVE26
ALK_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALK_DN.V1_UP	ACTL6B	ADAM12	ADAM28	AIF1	AMELY	ANGPT2	ANGPTL4	AQP7	AQP9	ARHGAP4	ASNS	B3GALT4	BDKRB2	BEGAIN	BMPR1B	BST1	CA2	CA3	CARD9	CATSPERG	CBS	CCL19	CCL20	CCNK	CCR7	CEBPG	CES1P1	CFTR	CH25H	CHAC1	CHI3L1	CHST8	CLSPN	CRYGA	CSTA	CTH	CTRB2	CXCL5	CXCR5	DDIT4	DECR2	DLX6	DMP1	ENPP2	ENTPD3	EPAS1	EREG	ETV1	FABP2	FAM110D	FAP	FBXL8	FBXW4P1	FGF21	FJX1	FLVCR2	FMO1	FOXP3	GALK1	GDF15	GDF5	GNA15	GNAT2	GRM1	GRPR	H3-4	HLA-DMB	HMGB3P1	IGLL1	IL1R2	IL6	INHBE	KRT81	KYNU	LIN28A	LMX1B	LTC4S	LYL1	MINDY3	MLC1	MPO	MRAS	MT1H	MTHFD2	NFKBIL1	NNAT	NOD2	NTRK1	OLFML3	OPRPN	OR10H3	P2RX3	PCK2	PDZD7	PIK3CG	PNOC	PRDM1	PRODHLP	PSAT1	PYGB	PYY2	RAB9BP1	RBM17	RIBC2	RRAS	SAA1	SCGB1D1	SCN1A	SCN9A	SLAMF7	SLC12A8	SLC1A3	SLC1A5	SLC6A9	SLC7A11	SLC7A5	SMPX	SPACA1	SPP1	SPRR2C	STC2	STEAP4	STMN2	TBL1Y	TBX2	TCIM	TDO2	TFEC	THAP3	TREM1	TRIB3	TTLL2	UBQLN3	UNC13A	VEGFA	VEGFC	VNN2	VSTM4	XBP1	ZNF639	ZNRF4
ATF2_S_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATF2_S_UP.V1_DN	A2M	AADAC	ABCA8	ABCC3	ABHD8	ACACA	ADAM22	ADARB1	ADH1B	ADORA3	AIRE	AK4	AK4P3	ANGPTL4	ANXA10	ATF5	BMP6	BMPR1B	C1RL	C4BPA	CATSPERG	CBX7	CCIN	CCK	CCL11	CCL17	CCL2	CD302	CDIP1	CELF2	CEMIP	CHI3L1	CLDN14	CLGN	CLMN	COBLL1	COL11A1	COL15A1	COL16A1	COL7A1	COMP	CPTP	CRELD1	CRIP2	CRLF1	CSGALNACT1	CSTA	CWF19L1	CYP1B1	DAPK1	DENND4C	DES	DGKD	DNAJC12	DNTT	DPP4	EFEMP1	ENO2	ERO1A	EVC	FBLN2	FGF7	FGF9	FMOD	FOS	GABRD	GALNT12	GAS1	GCH1	GLRA2	GMEB1	GPRASP1	GPRC5C	GPT	HAPLN1	HCRTR2	HSD17B1	ID3	ID4	IGFBP2	IL1R1	IL1RAP	IL33	IL4R	IQCG	IRS4	ITGBL1	ITIH5	ITPR1	JUP	KBTBD11	KCNAB2	KCND2	KCTD12	KLHL28	KLHL3	KRT8	LAMA1	LAMA2	LTBP3	MAGIX	MGC4859	MN1	MYBPH	MYH1	MYO1D	NDUFA4L2	NEAT1	NFE2	NFIB	NGF	NPFF	NPIPA1	NPPB	NXT2	OSGEPL1	OSMR	PADI2	PARD6B	PCSK7	PDE4DIP	PDLIM3	PID1	PISD	PLA2G2A	PLAAT3	PLEK2	PLN	PLSCR4	PLXNB1	PNMA2	POLE	PPL	PTER	PTGER2	PTGIS	PTGS2	RARRES1	REN	RGS2	RGS5	RHCE	RNF39	ROR1	SBNO2	SDC3	SERPINA3	SERPINB7	SERPING1	SFRP4	SGCG	SIK2	SLC12A8	SLC1A3	SLC29A3	SLC39A8	SLC4A2	SLC7A7	SLIT3	SMAD6	SNCAIP	SORBS1	SPINT2	ST3GAL6	ST6GALNAC2	STMN2	STXBP2	SVEP1	TAF1C	TCF21	TENM4	THOC6	TLE3	TMEM176A	TNFAIP6	TNFRSF11B	TNNT2	TPD52	TREM1	TRMT9B	VASH1	VAV2	VCAM1	VTN	WT1	ZDHHC8BP	ZP4
ATF2_S_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATF2_S_UP.V1_UP	ABCD2	ABLIM3	ADAMTSL4	ADIRF	ADRB2	ALX3	ANGPTL3	ANKRD11	ANXA3	APAF1	APOL6	ARHGAP22	ARSJ	ASB4	ASIC4	ATP2B2	B3GALT2	B3GNT3	BAALC	BARX1	BCL7C	BMAL1	C1orf115	C3AR1	CACNA2D3	CCDC81	CD24	CD8A	CDKN3	CENPU	CEP41	CHCHD7	CHML	CLCN2	CLDN1	COQ4	CRYBG1	CST1	CST5	CTNNBIP1	CTRL	CUBN	CXCL1	CXCL8	DBNDD1	DDX6	DECR2	DHX9-AS1	DIRAS3	DLEC1	DYSF	EFNB2	ENDOG	EPX	ETS2	EZH2	F9	FAM107A	FANCF	FAT4	FGFBP1	FMO6P	FNDC11	FOXG1	FOXH1	FOXJ1	FOXM1	FSD1	GALNT14	GALNT6	GALR2	GNA14	GNA15	GPER1	GPR63	GRHL2	GSG1	GSTT2	HBD	HOXD1	HOXD10	HSD17B3	HSD3B1	HSPA6	HTR2B	IFNA21	IL17RB	IL20RA	IL32	INA	INSL6	ITGA6	ITGA8	ITIH3	KCNB1	KIF20A	KIF23	KLHL1	KRT81	LAS1L	LHX2	LHX6	LRRC17	LRRTM2	MAGEC3	MAP1B	MAS1	MBOAT7	MMP1	MMP8	MON1B	MPZ	MRAS	MYO7A	N6AMT1	NEFL	NEFM	NFE2L3	NIPAL3	NLGN1	NNAT	NQO2	NRXN3	ODAM	OR10C1	OR2B6	OVOL1	PAGE4	PAX1	PCDHA9	PCNT	PCSK1N	PIR	PITX1	PLAU	PLCB4	PLEKHA2	PMEL	PML	PNLIP	POMT2	PPM1H	PRKCD	PRSS16	PSMB9	PSPN	PSTPIP1	PTGDS	RASGRP1	RBFA	RDH16	RELN	RGS11	RHPN1-AS1	RPL39L	RSAD2	RSPH6A	S100A4	S100A9	SATB2	SCIN	SEMA5A	SH3BGR	SLC13A3	SLC13A4	SLC25A51	SLC9A2	SLCO1B1	SPDEF	SSPN	STEAP1B	SYNGR3	TBC1D19	TCIM	TK1	TMEM156	TNFRSF13B	TNFSF18	TNFSF4	TOP2A	TRPC4	TRPM2	TTR	UGT2A1	UNG	UPP1	USP9Y	VPREB3	WNT5B	YJU2	ZFR2	ZNF324B	ZNF804A
ATF2_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATF2_UP.V1_DN	AADAC	ABCA8	ABCC3	ACACA	ACVR2A	ADA2	ADAM15	ADORA2B	AFF1	AIRE	AK4	AK4P3	ANXA10	ARHGEF3	ARNT2	ATP8B4	BHLHE40	BHMT	C1RL	CA9	CCK	CCL11	CCL2	CCN4	CCP110	CD1B	CD200	CD302	CD68	CDH13	CDK5RAP2	CELF2	CEMIP	CFB	CFH	CHI3L1	COMP	CRLF1	CSGALNACT1	CTH	CXCL12	CYBRD1	CYP1B1	DENND2D	DENND4C	DEPP1	DGKD	DNAJC12	EDIL3	EDNRA	EFEMP1	EIF2AK3	ERAP2	ERO1A	EVC	FBLN2	FGF7	FGF9	FMOD	FOS	FRY	GALNT12	GAS1	GASK1B	GCH1	GLRA2	GOLGA8A	GPR37	GPRC5B	GPRC5C	GSR	GSTT1	GUCA1B	HAPLN1	HEXIM1	HKDC1	HMG20A	HOXB2	HS2ST1	ID4	IGFBP2	IL1R1	IL1RAP	IL33	IQCG	IRS2	ITGBL1	ITIH5	JUP	KCND2	KCNJ2	KCTD12	KEL	KLHL21	KLRK1	LIMCH1	MFAP4	MN1	MRPL44	MYH3	MYO1D	NDUFA4L2	NEAT1	NFIB	NPIPA1	NPPB	NUP58	PC	PCSK7	PDE4DIP	PDLIM3	PDPN	PELI2	PER3	PID1	PIGN	PIM1	PIP	PISD	PKD1P6	PKP2	PLA2G2A	PLA2G4A	PLAAT3	PLEK2	PLN	PLS1	PLSCR4	PNMA2	POGZ	PPL	PPP4R2	PTER	PTGFR	PTGIS	PTGS2	PTX3	RAB11FIP1	RARRES1	RBL2	REV3L	RNASE4	ROR1	RPS6KB1	S100A3	SCD	SCRG1	SDC3	SERPINA3	SERPINB9	SFRP4	SGCG	SHOX2	SIK1	SLC12A8	SLC24A3	SLC25A15	SLC25A28	SLC39A8	SLCO4A1	SLIT3	SMAD6	SNCAIP	SP1	SPINT2	SPRR2B	ST6GALNAC2	STON1	STXBP2	SVEP1	TAF1C	TCF21	TGM5	TNFRSF11B	TOP3B	TP73-AS1	TPD52	TREM1	UBXN2B	VCAM1	VTN	ZC3H12A	ZNF432	ZNF652	ZSCAN31
ATF2_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATF2_UP.V1_UP	ABCB9	ABLIM3	ADAM28	ADM2	AKAP4	ALLC	ALOX12	ALX3	AMELY	ANKRD11	ANKRD34C	APAF1	APBA1	APOD	ARHGAP22	ARSJ	ASPN	ATP13A2	BAALC	BAIAP3	BRAP	C2CD2L	C3AR1	CA14	CARD9	CBX5	CCR4	CD19	CD3D	CD8A	CEBPA-DT	CENPO	CENPU	CEP41	CHRNG	CLDN1	CLDN15	CNTN5	COL2A1	CORO2B	CST5	DCAF4	DENND2A	DGKZ	DIP2A	DNAJC15	DNASE2B	DTL	EEIG1	EFHD1	EMILIN2	ENDOG	FABP4	FANCF	FGF16	FGF20	FGFBP1	FGR	FOXG1	FOXL2	FOXM1	FRMD1	FSD1	FSHB	G0S2	GALNT6	GALR2	GDF10	GINS2	GINS3	GMPPB	GNA14	GNA15	GPR63	GPX5	GRAP	GSTT2	GTF3C5	GUCA1A	GZMK	HMX1	HOXB1	HOXD1	HOXD11	HPGD	HSD3B1	HSPA6	ICAM2	IGF2	IL32	INPP4B	ISLR	ITGA8	KCNA2	KCNAB3	KCNK3	KIR2DS1	KISS1	KRT7	KRT81	LAS1L	LIG1	LILRA5	LIPE	LRTM1	LTB	LYPD1	MAGEC3	MAP2	MAS1	MELK	MMP1	MNAT1	NCAPG	NEDD9	NEFL	NEFM	NEO1	NES	NEUROG1	NFKBIB	NFKBIL1	NME3	NNAT	NRXN2	OR10C1	PACS1	PAFAH1B3	PAX1	PCDH1	PCDHA9	PCOTH	PCP4	PCSK1N	PELP1	PIN1	PITX1	PLAU	PLBD1	PLCB3	PLCB4	PLK4	PLXNB3	PNLIP	PODXL	POLD1	PRKCD	PRMT8	PRSS50	PTDSS2	PTGER1	PTPRT	RAD51	RBP1	REEP2	RNF2	RNF43	RSPH6A	S100A4	SAG	SCUBE3	SERPINB2	SH3BGR	SLC5A2	SMARCAL1	SPRR2C	STAT5A	STEAP1B	STRA6	SULT1B1	TBC1D29P	TCIM	TCIRG1	TK1	TNFRSF13B	TNFSF18	TRIM14	TRIM9	TRPM2	TSC22D4	TSPAN32	TSSK2	UPP1	VIPR2	VRTN	WNT5B	YJU2	ZFR2	ZNF324B	ZNF639
ATM_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATM_DN.V1_DN	ABCD1	ACVRL1	ADCY10	ADRB3	AGXT	ALX3	ANGPT4	AP4S1	ARSF	AVPR1B	AZI2	BMPR2	CCL11	CD14	CD69	CEACAM6	CES1P1	CFH	CHIA	CLCN4	CLEC3B	CLEC4E	CRYBA1	CRYGC	CSF2RB	CTRC	CXCL3	CYBB	CYP1A2	CYP2J2	DNAH9	DSG3	EDN3	ELOA2	ENTPD7	EPHA1	F10	FAM215A	FBXO24	FCN1	FCN2	FER	FGFBP1	FMO5	FOXB1	GABRB2	GDNF	GMIP	GPR22	GPR65	GPR68	GPSM2	GRIN2D	GRM8	GTF2A1	H3C2	HAAO	HCRTR1	HHLA2	HMHB1	HS3ST3B1	IFI27	IFNA21	IL1RAPL1	IL21	IMPG2	ITGB4	ITPKA	KCNC4	KCNE1	KCNG1	KCNIP2	KCNQ4	KIR3DL2	LHCGR	LILRA2	LPAR3	LSM5	LY6G6D	MAG	MAGEA4	MDFI	MIA2	MMP27	MRAS	MS4A2	NEUROD1	NLGN3	NNAT	NTRK2	OPCML	PAX1	PCDHB3	PI15	PLA2G3	PLCD1	PLSCR2	PLXNB1	PMEL	PPARGC1A	PPIL2	PRDM11	PRRG2	PRSS21	PRSS50	PTPN11	RAPGEF4	RASSF9	RDX	RETN	RHAG	RNASE2	SAG	SCGB2A1	SEMA3A	SETD4	SLC10A2	SLC17A1	SLC24A2	SMPX	SPAG11A	SPTLC2	SRD5A2	SRPK3	SSX3	ST3GAL1	STK17B	STX2	SULT1E1	TAGLN	TCAP	TEK	TEX14	TFEC	TLL2	TLR7	TMPRSS2	TRPC5	TSPAN32	TXNRD2	WASL	WNT2	XIAP	ZFP36L1	ZNF137P	ZNF208
ATM_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ATM_DN.V1_UP	ABCA8	ABCG5	ACACA	ADAM18	ADARB1	AKAP5	APBA2	ASIC4	BCHE	BCL2L11	BDKRB1	BDNF	BEST1	CA6	CAV3	CCR10	CD19	CD36	CD8A	CEBPE	CHGB	CIITA	CLCN6	CLDN14	CLIC2	CLIC5	CNTFR	COL9A3	CPA3	CRHR1	CRHR2	CSF3R	CST4	CYP24A1	CYP2C9	CYP4F3	DLX6	DNAI1	DYSF	ECM2	EFNA1	ENO3	EPN1	F13A1	FCGR1A	FCGR2A	FGF5	FLT1	FSTL3	GAB2	GAPDHS	GCM1	GDF2	GHRHR	GJB1	GKN1	GLRA2	GPR162	GRIK1	H3C7	H6PD	HCAR3	HPR	HRK	HSD17B3	HSD3B2	ICAM5	IGFBP4	IL2	IL24	ITIH3	KCNJ4	KRT85	LCT	LHB	LHPP	LIM2	LIPE	ME3	MEP1B	MYL2	MYOM1	N6AMT1	NDRG4	NDST4	NFIC	NFKBIL1	NGFR	NPAP1	NPC1L1	NUMB	OCM	OPRPN	P2RY1	PARP3	PARVA	PDE6G	PHKG1	PIDD1	PLTP	PPL	PRODH2	PSG5	PTK2B	QTRT1	RAB3A	RECQL4	REL	RET	RGS12	RPE65	RSPH6A	S100A2	S100A3	SARDH	SIPA1	SLC22A6	SLC5A2	SLC6A1	SLC7A5	SLCO1B3	SNCB	SOX21	SPAG4	SRD5A1	STAG3	SULT1C2	SYN1	TAT	TEKT2	TIAM2	TNNC2	TNNT3	TRAF1	TREM1	TRIM31	TTR	TXK	ULBP2	VAV2	VEGFA	XAF1	XCL1	ZNF214	ZNF215	ZNF324
BCAT.100_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BCAT.100_UP.V1_DN	AMH	B9D2	C22orf46P	CCN6	CDH12	CHRNA2	CPLANE1	DAZL	DEPP1	DKFZP434A062	DOCK3	DSG3	EBLN2	EXOC3	FZD4	GLRA2	H2AC18	IGFBP5	IGHM	KIAA0319L	KLF10	KLHL4	KRT19P2	KRT32	KRTAP4-7	NAA80	PIP	PMCH	PRELID3A	PRKN	RALGPS2	SERGEF	SNAI2	TBX5	TENT5A	TLN2	TMPRSS2	TTR	WASHC3	ZNF711	ZNF749
BCAT.100_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BCAT.100_UP.V1_UP	ABCB1	ARHGEF5	BIK	BMP4	CAVIN1	CD9	CDX2	CFAP74	CHODL	CRYM	DBNDD1	DEFA5	DKK1	DNAJC3	DUSP4	DUSP6	EEF1A2	EFEMP1	ENC1	ENO2	ENPP2	ETV5	FGF20	FLVCR2	FUT1	GAD1	GADD45G	GCNT1	HBA2	HOXA1	HYAL3	IHH	IRS1	ITGA9	LBP	LMO2	LY6G6D	MICU1	PLEKHF1	PPP1R1A	QPCT	RBP1	RUNX1	SASH3	SERPINI1	SLC7A8	SORBS2	TBX3	WNT11
BCAT_BILD_ET_AL_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BCAT_BILD_ET_AL_DN	ANKRD28	ARHGAP29	ARHGEF18	ARPC2	ASH1L	ATP10D	ATP9B	CLK1	COPB1	CTBP2	EFR3A	FAM182A	FRYL	GCLM	GRID1	IER5	IL1A	IL1RAP	IRAK2	ISCU	LNPEP	LSS	MACROH2A1	NBPF10	OSBPL10	PLAGL1	PRKDC	PRPF38B	PTHLH	PUM1	RAP1A	RASAL2	RIF1	SECISBP2	SHC1	SMAD5	SMURF2	SORL1	SRSF1	STARD13	TAF1D	TNFAIP3	TUG1	ZNF236	ZNF281	ZSWIM6
BCAT_BILD_ET_AL_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BCAT_BILD_ET_AL_UP	ACTN4	AXIN2	B4GALT1	BMP4	C4orf36	CALR	CAMKMT	CAPS	CASP4	CD151	CD2BP2	CNOT3	CTSD	CYP24A1	DACH1	DTNBP1	DTX2	EEF2	FHDC1	FOXQ1	HMGB1	ICAM5	IGSF8	KLHL15	KRTAP2-1	LINC00661	MTCH2	MYADM	MYL9	NDRG4	PALMD	RPL27A	RPL37A	RPS6KA1	SCAMP4	SIRPA	SLC27A2	SLC35C2	ST6GALNAC2	STXBP2	TAGLN	TCF3	TMEM63B	WIPI1	ZNF703
BCAT_GDS748_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BCAT_GDS748_DN	ACAD8	ADAMTS20	ARL6IP1	BASP1	BMPR1A	CDK5RAP3	CELSR1	CHMP4A	CNPY3	COL2A1	CPLANE1	DDIT4	EXOC2	GAS1	HLX	HMG20B	HSDL2	IGHM	ISYNA1	KLHL9	LAP3	LIN28A	MLH1	MYBL1	MZT2A	PABPC3	PBLD	PDHA1	PMFBP1	RALY	RDH5	RPS6KA5	SKP2	SLC27A6	SLC35E3	SNAI2	TCF25	TENT5A	TTR	UROS	VPS13B	ZBED5	ZNF273	ZNF318	ZNF32
BCAT_GDS748_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BCAT_GDS748_UP	ABCB1	AOPEP	AQP3	ASRGL1	BAG3	BAMBI	C3orf52	CA2	CASP9	CEBPB	COTL1	CRYBG1	DDAH1	DEFA5	DYNC1I1	FAH	FAM3C	FGF20	FLT4	FZD7	GAD1	GADD45G	GCH1	GCNT1	HHEX	ITGA9	KCTD12	KLRC3	LEF1	LMO2	LY6G6D	MSX2	MYB	NEDD9	NPTX1	PDE4D	PHLDA2	PKP2	PLEKHB2	PRG3	QPCT	RUNX1	SLC39A14	SLC3A2	SRPX	TP53I3	UBE2N	WNT11
BMI1_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BMI1_DN.V1_DN	ABHD8	ALX4	API5	ARHGAP12	ARHGAP15	BLVRB	BMI1	BORCS6	BRCC3	BST2	C1orf54	C2orf27A	CA2	CAB39	CCKAR	CDH22	CERT1	CES1	CHL1	CHMP2B	CITED1	CLDN16	CLIP3	CNMD	COL9A3	CREM	CTAG1A	CTNNBIP1	CYP11A1	DCTN6	DDX60	DNAJC12	DOK5	DPYD	DYNLT3	ECH1	EEF1A2	EFHD1	EGR1	EHHADH	EPHA4	ESRP1	ETFB	ETV1	FAM76A	FOS	GAS2	GAS7	GPD1L	GPR162	GPR88	GPX3	GTF2A1L	GTF2I	H2BC21	H3C8	H4C8	HOXB13	HS6ST1	ID4	IDH1	IFI27	IFI44L	IFI6	IFITM1	IL1R1	ISOC1	KANSL3	KCNJ16	KLF15	LANCL1	LMO3	LPAR2	MAOB	METTL7A	MSRB2	MSX2	MVP	MYH13	NDRG2	NENF	NMNAT2	PADI2	PCDH8	PCP4	PDCD4	PDE4B	PDE5A	PEG3	PID1	PIK3R3	PLAC4	PLEKHA4	PLS1	PNMA8A	PPARGC1A	PRDX2	PRPF6	PRPH	RPL18AP16	RPS20P14	RXRG	S100A4	SCNN1A	SELENOP	SEMA3E	SFXN1	SH3BGRL	SIM1	SLC17A6	SLPI	SNAI1	SNX4	SOCS2	SOX2	SSBP2	SSPN	STON1	SUCLG2	TCEAL2	TEX14	TFAP2A	TFF2	TMEM176A	TMEM176B	TNNT1	TNP1	TP63	TRAF3IP2	TRAPPC6A	TRIM2	TRPS1	TSPAN1	TSPO	TTC33	VAV3	WDR25	WFDC2	WNT16	ZNF423
BMI1_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BMI1_DN.V1_UP	ABCA1	ACKR3	ACTA2	ADAM12	ADGRE5	ADRB2	AGRN	ANPEP	ANXA3	ASPH	ATF6	ATP13A2	B4GALNT1	BDKRB2	BMP4	BMP5	BST1	C2CD2L	C3AR1	CCL20	CCN3	CCND1	CD82	CDCP1	CHST11	CHST3	CLDN1	CLSPN	COL13A1	COL16A1	COL7A1	CPA4	CRISPLD2	CSF1	CSF2	CSPG4	CSPG5	CTNS	CTSS	CXCL1	DHRS3	DKK1	EDN1	EPHA2	F3	FADS3	FAP	FES	FGF21	FGFR1	FJX1	FKRP	FLNB	FOXP3	FURIN	FZD5	GABRE	GAL	GDF5	GFPT2	GPRC5A	GREM1	HAPLN1	HAS2	HBEGF	HOXB1	IGKC	IL7R	INHBA	INHBE	ITGA3	ITGA4	ITGA5	ITGB6	ITGB8	JAG1	KCNC4	KMT2A	KRT17	LAMB3	LCP1	LHFPL2	LIF	LRIG1	LRP5	LRRC15	LSAMP	LTBP4	MARCHF3	MFAP5	MFGE8	MICA	MICB	MMP15	MMP3	MMP7	NRP2	NT5E	P3H3	PANX1	PAPPA	PDCD1LG2	PIEZO1	PLAT	PLXNA2	PMEPA1	PODXL	POMT2	PROP1	PSG5	PTHLH	SEMA3G	SIRPA	SLC19A1	SLC1A4	SLC1A5	SLC29A1	SLC29A2	SLC2A1	SLC2A6	SLC52A2	SLC5A6	SLC7A5	SLCO2A1	SLCO4A1	SRPX2	STC2	STX1A	TAGLN	TAP1	TCIM	TEK	TGFB2	TIE1	TIMP3	TLCD3A	TMEM51	TMEM62	TNFAIP6	TNFRSF8	TNFRSF9	TNFSF9	TRIO	VANGL1	VEGFC	VLDLR	VNN1
BMI1_DN_MEL18_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BMI1_DN_MEL18_DN.V1_DN	A2M	ABCA4	ACOX2	AK1	API5	APOE	AQP3	ARSD	ASPHD1	BMI1	BST2	C1orf54	CA2	CCKAR	CDH10	CFAP20	CH25H	CHL1	CLIP3	CNMD	COL14A1	COL9A3	CREM	CRLF1	CTSH	CUX2	CXCL14	CYTL1	DDX60	DIRAS3	DLK1	DOK5	DPM3	DPYD	DUSP2	DYNLT3	EDN3	EFHD1	EHHADH	EPHA4	EPYC	ERCC4	ESRP1	ETFB	EVI5	EYA4	FCGRT	FOS	GAS2	GAS7	GNPTAB	GPR137B	GPR88	GPX3	GTF2A1L	H2BC21	HOXC13	ID2	ID4	IDH1	IFI27	IFI6	IFITM1	IL1R1	IRF9	ITGA7	KANSL3	KCNJ16	KCNV1	KLF3-AS1	KLHL2	LEPR	LINC00339	LMO3	LY6E	MAOB	MAP7	MCTS1	METTL7A	MIA	MSRB2	MTA2	MXRA5	NEAT1	NEFH	NMNAT2	NR2E1	NSF	NUDT9	OGDHL	OLFM4	OSBPL10	PCDH8	PCP4	PCSK1	PDCD4	PDE3A	PDE4B	PDE5A	PDE7B	PDLIM5	PEG3	PENK	PEX11A	PIGN	PLGRKT	PNMA8A	PPARGC1A	PRDX2	PROM1	RBP4	REEP2	RNF115	S100A4	SAYSD1	SCNN1A	SEC31B	SECTM1	SELENOP	SEMA3E	SERPINI1	SLC16A4	SLC17A6	SLC4A4	SLPI	SMR3B	SOCS2	SOX2	SPAG16	SPINT1	SPINT2	SSPN	STON1	TCEA2	TCEAL2	TMEM176A	TMEM176B	TMOD1	TRIM2	TSFM	TSPAN1	TTC33	UBE2L6	UNC5C	VAV3	WFDC2	ZNF423
BMI1_DN_MEL18_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BMI1_DN_MEL18_DN.V1_UP	ABCA1	ABLIM3	ADAM12	ADAM19	ADGB	ADGRE5	ADM	ADM2	ADRB2	ANXA3	APBB2	ARL4A	ARL4C	ASPH	ATF3	ATP13A2	BIRC3	BMAL2	BMP5	BST1	C2CD2	C2CD2L	C3AR1	CCND1	CDC42EP2	CDH13	CHST11	CHST3	CLDN1	COL13A1	COL16A1	COL7A1	CPA4	CRISPLD2	CSF1	CSF2	CSPG4	CXCL1	CXCL8	DUSP10	EDN1	EHD1	ENTREP2	F3	FADS3	FAP	FGF21	FJX1	FOSL1	GAB2	GADD45A	GAL	GDF5	GFPT2	GREM1	HAPLN1	HAS2	HBEGF	HTR1D	IL1A	IL7R	INHBA	INHBE	ITGA3	ITGA4	ITGA5	ITGB6	ITGB8	JAG1	KCNN3	KCNN4	KIF21B	KLF7	KMT2A	KRT75	LAMB3	LCP1	LHFPL2	LIF	LRRC15	LSAMP	MAP3K7CL	MARCHF3	MGLL	MICA	MICALL1	MMP7	MT1F	NAV2	NKAIN1	NPPB	NRP2	NT5E	OGFRL1	P2RX5	PAGE1	PAPPA	PDCD1LG2	PIEZO1	PIK3CG	PIM1	PLAT	PLAUR	PLEKHO1	PMEPA1	PODXL	PSAT1	PTHLH	RREB1	RUSC2	SCML2	SIK1	SLC19A1	SLC1A4	SLC22A4	SLC6A9	SLC7A11	SLC7A5	STC2	STX1A	TACR3	TAGLN	TCIM	TEK	TFEC	TGFB2	TIMP3	TMEM51	TNFAIP6	TNFRSF8	TNFRSF9	TNFSF9	TNIP3	TRIB3	TRIO	TUFT1	VEGFA	VEGFC	VLDLR	VNN1	WEE1	WNT5B	ZC3H12A	ZEB2	ZNF639
BRCA1_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRCA1_DN.V1_DN	AMBN	APOA4	ARF1P1	ASPA	ATP4A	AURKC	BMPR1B	BRCA1	C14orf93	C1orf116	C1orf159	CA14	CARD10	CCDC106	CD79A	CD80	CDC42EP2	CDK11A	CES1P1	CHD2	CLCA3P	CNIH4	COLQ	CRYBG2	CTDSP1	CTSW	CYSLTR1	CYSLTR2	CYTH3	DLK2	DPY19L1P1	DPYSL3	DYNC2I1	E2F2	EFNA5	EPB41L5	ERO1B	EXD3	EXOC6B	FCER1A	FGF22	FGF9	FOXJ1	GABRB3	GATAD2A	GDF5	GM2A	GNA12	GNRH2	GPR157	GPR19	GPR35	GPT	GREB1L	GRIP1	GSDMD	H4C2	H4C5	HAND1	HAO2	HHAT	HMGB3P30	HSD11B2	HTATIP2	ICAM4	ICMT	IFI35	IL19	INPP5J	INSR	ITGB1BP2	ITIH3	KANSL3	KCNQ2	KLHL11	KLK15	KMT2D	LRRC17	LYL1	LYVE1	MC4R	MEOX2	MS4A5	MSH5	MX2	NDOR1	NPFFR1	NRGN	NYX	OLFML2B	OR7A10	PCDHB1	PCDHGB6	PDLIM3	PLBD1	PLEKHO1	PMCH	PNMA3	PPM1E	PPP1R9A	PROX1	PRSS2	PTCD2	PTH2R	RAB40C	RAPGEF1	RBP4	RSAD2	SCARF1	SCN10A	SCNN1D	SLC3A1	SLC5A1	SLC5A2	SMO	SMPX	SNAI1	SNHG20	SPATA31A1	SPG21	SPHK2	STX10	SUSD5	TCF7L1	TLCD3A	TMEM143	TMPRSS11D	TRAF3	VAMP3	VPS50	WFDC1	XCL1	ZBTB44	ZMYND10	ZNF124	ZNF253	ZNF32	ZNF668	ZRSR2P1
BRCA1_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRCA1_DN.V1_UP	AIM2	ANGPT4	APBB1	APOH	ARHGAP15	ASMT	B3GALT2	BTG4	CCKBR	CCL27	CD160	CD34	CD3D	CDH13	CDH22	CDKL5	CDX1	CFAP69	CHAT	CHD5	CHRNA6	CILP	CLDN14	CLDN6	CLEC7A	CMKLR1	CNTN6	CRYGD	CTLA4	CTNNA3	CYP2U1	DAGLA	DAZL	DDX25	DENND1C	DNAAF1	ETNK2	EXTL1	FCGBP	FCGR2C	GABRB1	GJA5	GML	GPR6	GRID2	H2BC11	H3C6	HAAO	HMGA2	HOXB7	IFNA14	IL17A	IL1RL2	IL5	INE1	IQCA1	IRAG2	ISYNA1	KCNA2	KCNB2	KCNH7	KCNJ16	KLHL35	KLK8	KRT18P51	LDB2	LGALS9	LHX6	LILRP2	LRRTM2	LRTM1	LTC4S	MAP2	MTMR8	MYBPC1	N4BP2L2-IT2	NEUROD4	NEUROD6	NKX2-2	NLGN4Y	NPHS2	OSR2	P3H3	PAEP	PHOX2B	PIP	POU2F3	PRAMEF12	PRKACG	PRSS21	PTPRS	RAG2	RCN3	RHOH	RLN1	RNF122	ROPN1B	RPP25	RPS2P45	SGCA	SHANK1	SIX1	SLC16A4	SLC16A6	SLC43A1	SLCO1A2	SLURP1	SMN1	SP4	SPO11	STAR	TACR3	TENT5C	THBS2	THPO	TIMP4	TLX3	TNC	TP53TG5	TRGV7	TRPA1	TRPM8	TRPV6	TSSK2	TTLL7	UPK1B	USP9Y	VAV1	WDR25	ZNF423	ZNF529	ZNF682	ZNF780B
CAHOY_ASTROCYTIC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAHOY_ASTROCYTIC	ABCB9	ABCD2	ABHD1	ADCYAP1R1	ADORA2B	AGPAT4	AGT	AIFM3	AKT2	APP	AQP9	ASNS	ATP13A4	ATP1A1	BCAT1	BMPR1B	BTBD17	BTG1	CBS	CHRDL1	CKAP5	COLGALT2	CORO1C	COX10	CYP4F11	CYP7B1	DIO2	DNAI1	EGFL6	ELF5	ELOVL2	FAM20A	FARS2	FGD6	FGFR3	FRMD5	GABRG1	GOT2	GPAM	GPR85	GRHL1	GRIN2C	HACD3	HAPLN1	HEPH	HEY2	HSD11B1	IL17RD	IMPA2	KCNJ16	KCTD14	LGI4	LPGAT1	LYRM4	MERTK	MFGE8	MYOM3	MYORG	NCEH1	NIPAL3	NMB	NRARP	NTSR2	PAK3	PANK1	PAPSS2	PHKG1	PLA2G3	PLD2	PPARA	PPP1R3D	RAN	RARRES1	RASA2	RGS20	RNF24	RORB	RSPO1	SCG3	SEMA3E	SLC13A5	SLC1A2	SLC25A34	SLC27A1	SLC30A10	SLC46A1	SLC6A11	SLC7A10	SLC7A11	SPIRE1	STK38L	SYPL2	TECTB	THRSP	TMEM51	TNFRSF19	TTPA	TTYH3	VEGFA	VNN1
CAHOY_ASTROGLIAL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAHOY_ASTROGLIAL	ACTA2	ADGRG6	AEBP1	AKR1B10	ANXA1	ANXA4	ATOH8	ATP8A1	BST2	C1QTNF1	C3	CALHM5	CAPS2	CASP1	CASP12	CCDC28B	CCDC96	CCN5	CCNG1	CD109	CLCN4	CNN1	COA6	COL4A6	COL5A1	COL8A1	CP	CRYGS	CTTN	DEFB1	DYSF	ECRG4	EMP3	EREG	FAS	FBLN5	FMOD	FOXJ1	GLIPR2	GNA14	GPHN	GPNMB	HMOX1	HOATZ	IGFBP3	INSL6	ITGBL1	KAZALD1	KIRREL3	KLHL21	LBP	LCN2	LGALS3	LOX	LOXL2	LPIN3	LRP2	LTBP2	MORC4	MRPS6	MSN	MXRA8	MYOF	NOX4	NPVF	NUAK2	OGN	OMD	OMG	P2RY1	PCDH17	PCDH8	PHACTR3	PKP2	PON3	PRSS23	PSRC1	PSTPIP1	PTRH1	RASSF4	RHOD	SEMA3B	SERPINE1	SERPING1	SLC24A3	SLC66A3	SLF2	SPATA6	SUCNR1	TAGLN	TBC1D2B	TDG	TIMP1	TMEM37	TNFRSF12A	TOR4A	TRAF1	TSPO	UGT1A1	VLDLR
CAHOY_NEURONAL	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAHOY_NEURONAL	AMER3	BCL11A	BCL11B	CACNG3	CALB1	CALN1	CAMK2B	CAMKV	CBLN4	CCK	CDH9	CELF4	CELF6	CKMT1A	CLSTN2	CNTNAP4	COL19A1	CPNE4	CPNE5	CRH	CRHBP	DMTN	DRD1	DYNC1I1	ENO2	EPHA7	FABP3	FGF9	GABRA5	GABRD	GABRG2	GAD2	GDA	GLRA2	GPR22	GREM2	GRP	HCN1	HPCA	HS3ST2	HSD17B4	ICAM5	ITPKA	JPH4	KCNIP4	KIAA0319	KRT222	LAMP5	LIN7B	MAL2	MEF2C	METRN	MLIP	MYH3	MYO5B	MYT1L	NAPB	NEFL	NEFM	NELL1	NEUROD6	NRGN	NSF	NTS	NWD2	NXPH2	PENK	PGM2L1	PHF24	PNOC	PPFIA2	PRDM8	PRSS12	RAMP3	RASGEF1A	RASL10A	RGS4	RPRML	RTN4RL1	SATB2	SCG2	SH2D5	SIDT1	SLC17A6	SLC25A22	SLC35F4	SLC6A17	SLC6A7	SLC8A1	SST	STX1A	STXBP1	SV2B	SYT1	SYT13	SYT4	SYT5	TBR1	TRHDE	TSPYL5
CAHOY_OLIGODENDROCUTIC	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAHOY_OLIGODENDROCUTIC	ABHD8	ADGRL2	AGAP11	AHR	AP5Z1	ATP10B	BACE1	BCAS1	BCR	BFSP2	CCN2	CDR2L	CILK1	CLN8	CLYBL	CNTNAP2	COL20A1	CPOX	CRIP2	CRYM	CSDC2	DCPS	DCT	DKK3	DMRTA1	DOCK10	DOCK7	DRC3	DUSP15	DUSP19	EFHD2	ELOVL6	EPN2	ERBB3	EVI2A	FA2H	FAM89A	FBP1	FBXO7	FEZF2	FIGN	FSTL1	G2E3	GAB3	GAL3ST1	GALNT18	GJE1	GNG8	GPR17	HIP1R	IFFO1	KCTD1	KIAA1958	LCORL	LHFPL6	LRRC75A	MAP3K15	MAP6D1	MYRF	NCMAP	NGRN	NINJ2	NOCT	NR2C1	NRM	NRP1	P4HA2	PHLDB1	PKIG	PLLP	PLXNB3	POP4	PPP1R21	PRKAG2	PRKCQ	PSTPIP2	PUS7	RBM11	RCBTB1	RNASEH2B	RNF122	RTKN	SEMA3D	SEMA5A	SERINC5	SIRT2	SLC35B2	SOX10	SOX8	SPEG	SRPK3	TENM1	TLCD3A	TSPAN2	TUBA4A	UGT8	USP16	WIPF1	ZNF276	ZNF536
CAMP_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAMP_UP.V1_DN	ABLIM1	ACAT2	AK5	AKAP12	AKT3	ANKRD6	ANXA1	ARHGAP5	ARHGEF12	ASAP2	ATL1	ATP2B1	ATP2B4	ATP8A1	ATP9A	BACE1	BACH2	BAG6	BCL2L13	BCR	BIRC3	BSN	BZW1	CALM1	CAMK2D	CAPN12	CASP7	CCND2	CCR9	CD160	CD83	CDCA7L	CELF2	CHST15	CHST2	CLK1	DAG1	DCAF6	DDAH1	DEDD2	DGCR5	DLG5	DNAJA1	DPYSL3	DST	DYNLL1	EIF4B	EIF4E	ENO2	ENTREP3	EPB41L3	ERC2	ESYT1	ETS2	EZR	FAR2P2	FOSB	FOXN3	FRY	FSTL1	FUT8	GAL3ST3	GEM	GLO1	GLS	GNAQ	GNG12	HENMT1	HINT1	HSP90AA1	HSPA1A	HSPA8	ID2	IDS	IGFBP5	IL4R	IL7R	INSIG1	IQCK	ITPA	ITSN1	JARID2	KBTBD11	KCNN4	KLHDC4	LINC01089	LMBR1	LRRFIP1	LTA	MAL2	MAP2	MAP4K4	MAPK1	MBD2	ME1	MED4	MFN1	MIR155HG	MPZL3	MS4A6A	MTMR9	MYH10	MYO15B	MYO5B	NAP1L1	NAP1L2	NCF2	NDRG1	NDRG4	NFATC2	NFKB1	NPEPPS	NUDT11	NYNRIN	OAT	P2RY10	PAEP	PAK3	PALLD	PAM	PCLO	PCYOX1L	PELI1	PES1	PFKFB4	PHLDB1	PINK1	PKIA	PLEK	PLS3	PRDM1	PRDM8	PTBP3	PTPRC	PTPRD	RAB31	RALGAPA1	RAP2A	RASD2	RERE	RETREG3	RGS1	RGS18	RNF138	RPL7	RRAD	RREB1	RWDD2B	SCG5	SEL1L3	SEPTIN11	SEPTIN7	SERINC1	SERPINB2	SH3PXD2A	SLC13A4	SLC15A2	SLC17A7	SLC2A3	SLC35E2A	SMARCC1	SNN	SNRPA	SPOCK2	SRRM1	SRSF2	STIP1	STXBP1	SVEP1	SYPL1	SYT11	TANC2	TARBP1	THSD7A	TIMP2	TJP1	TLN2	TMBIM1	TMEM97	TMEM98	TMSB4X	TRPC1	TSC22D1	TSPAN5	TTYH3	TUBA4A	TUBB2B	TUBB3	TUBB4B	UBE2E2	UBE2QL1	UBTD2	UBTF	UNC79	USP36	USP38	ZCCHC14	ZFP36	ZMIZ1
CAMP_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAMP_UP.V1_UP	AAAS	AARS1	AATF	ACO2	ACSL4	AHCYL1	AKAP6	ALAS1	ALDOA	ANKHD1-EIF4EBP3	ANKRA2	APOBEC3C	ARF1	ATF4	ATP1A1	ATP5F1A	ATP5F1B	ATP5MC2	ATXN7L3B	AZIN1	BLCAP	BSCL2	C11orf71	CCDC124	CCL5	CD74	CEBPG	CEP250	CEP41	CHAF1A	CHST5	CKMT1A	CLOCK	CLPTM1	CMTR1	CNDP2	COG6	COL6A3	COPE	COPZ1	COX8A	CPEB4	CRABP1	CS	CXCL8	CYBA	CZIB	DAP3	DDX23	DELE1	DGLUCY	DIP2B	DPAGT1	DPM2	EARS2	ECSIT	EIF2B3	ELMO1	ELN	ETV5	FAHD2A	FBXO42	FLOT1	FOS	GAS5	GATD3	GLRX	GMPPA	GPR160	HAX1	HDLBP	HLA-DRB5	HMGB2	HNRNPU	HSP90B1	HSPA5	HSPA9	HSPBP1	IFIT2	IFITM1	IFITM3	IFRD1	ILF2	IPO4	IST1	IVNS1ABP	KANSL1	KANSL3	KAT5	KIAA0040	KRTAP4-7	LETMD1	LIMS1	LONP1	LRR1	MAD2L1	MAEA	MAGED1	MAGOH	MARS1	MDH2	METTL17	MIDN	MRPL15	MRPS18A	MRRF	MT2A	MTHFD2	MYC	NDEL1	NDRG2	NDUFB5	NDUFS2	NDUFV1	NFX1	NLRP1	NME1	NQO2	NRSN2	NSUN3	NT5DC1	NUAK2	OCIAD1	OXA1L	P4HB	PA2G4	PCMTD1	PDE4DIP	PDIA3	PEX12	PIGS	PLCH1	PLSCR1	PMAIP1	POLR3H	PPIB	PPP1R15A	PRIM1	PRMT1	PXK	PYCR2	RABGGTA	RAPGEF2	RBCK1	RCHY1	RHOT2	RNF41	RPL18A	RPN1	RUVBL1	SAT2	SCARB1	SDAD1	SEC13	SEC61A1	SELENBP1	SELENOS	SESN2	SIL1	SLC22A17	SLC25A11	SLC25A5	SLC35A4	SMG1P5	SMYD5	SNW1	SPOP	SRPK1	SSR3	STAT4	STRADA	TAF1D	TBC1D15	TFPI2	TGFBI	TMED9	TMEM116	TMEM8B	TMEM9	TNIK	TOMM40L	TRIM2	TRIM38	TRMT61A	TYMP	UFM1	UPP1	URM1	VAMP4	WAPL	WASH3P	WBP1	WDR24	WIPI1	WWP1	XIST	ZBED5	ZDHHC23	ZNF367	ZNF385A
CORDENONSI_YAP_CONSERVED_SIGNATURE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CORDENONSI_YAP_CONSERVED_SIGNATURE	AGFG2	AMOTL2	ANKRD1	ASAP1	AXL	BICC1	BIRC5	CAVIN2	CCN1	CCN2	CDC20	CDKN2C	CENPF	COL4A3	CRIM1	DAB2	DDAH1	DLC1	DUSP1	DUT	ECT2	EMP2	ETV5	FGF2	FLNA	FSCN1	FSTL1	GADD45B	GAS6	GGH	GLS	HEXB	HMMR	ITGB2	ITGB5	LHFPL6	MARCKS	MDFIC	NDRG1	PDLIM2	PHGDH	PMP22	SCHIP1	SERPINE1	SGK1	SH2D4A	SHCBP1	SLIT2	STMN1	TGFB2	TGM2	THBS1	TK1	TNNT2	TNS1	TOP2A	TSPAN3
CRX_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CRX_DN.V1_DN	ACBD6	ACSS1	ANXA2	APOBEC2	ARHGEF28	ATP8B2	B3GNT2	BACH2	BCL3	C1QC	C1QTNF6	CADPS2	CALCA	CAMK2B	CAPN12	CCKBR	CD44	CDH20	CDKN1A	CEBPA	CEBPB	CEBPD	CHAC1	CHRNA3	CHRNB4	CLRN3	CNMD	COL16A1	COL4A2	CRYBG3	CTNNAL1	CXCL13	DCAF4	DDX3Y	DHX32	DUSP16	DYNLT2	EFNA1	EGR1	EYA1	FABP5	FABP7	FKBP5	FMN1	FMO3	FOXD1	FRMD6	FUT4	GDAP1L1	GFAP	GHRH	GLIPR2	GLYCAM1	GNG11	GULOP	H6PD	HLA-A	HNF1A	HSD17B2	INHBB	INSM1	INSM2	IRF5	JAM3	JUNB	KDELR3	KLF10	KSR1	LAD1	LDB1	LIN28A	LIX1	LRRC4	LXN	MAP3K8	MFSD4A	MYOCD	MYOZ1	NAB1	NAB2	NFKB1	NUPR1	OSMR	PALS2	PCOLCE	PCSK2	PHOSPHO1	PHOX2B	PLAT	PLEC	PLOD2	PPP1R14A	PRDM1	PTER	PYCR1	RAI14	RBP4	RGL3	RNASE4	RXRG	S100A16	S100A6	SEL1L3	SEMA5B	SERPING1	SH3BP4	SKAP2	SLC22A7	SLC26A4	SMOC2	SMPDL3A	SOCS3	SPG21	SPSB2	ST3GAL3	STEAP4	TAGLN2	TECTA	TGM2	TIMP1	TLE1	TMBIM1	TMEM176A	TMOD1	TNFRSF12A	TNFRSF13B	TNNC2	TRIM13	TRPC3	TUBB6	WWC1	ZDHHC14
CRX_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CRX_DN.V1_UP	ABCA4	AGR2	ALPK2	ALPL	ANKRD33	AQP1	ARG2	ARHGAP10	ARMH4	B4GALT1	BATF2	BCAR3	BICDL1	BMP15	BST1	BUB1B	C16orf74	CABP4	CCDC107	CCN4	CDR2	CKMT1A	CLDN7	CLTRN	CNGB1	COL19A1	CSGALNACT2	CUTALP	DDHD1	DHH	DNAI4	DOCK8	DOHH	DPF3	DUSP14	ESRRB	FAAH	FAIM	FAM107B	FAM161A	GAS7	GCKR	GNAT1	GPSM2	GPSM3	GRK1	GRTP1	GUCA1B	GZMM	HCLS1	HSPA1A	HSPA1B	IER3	INSL5	JAG1	KCNE2	KCNJ14	KLKB1	LLGL2	MC1R	MDM1	MEF2C	MYLK	MYRF	NAT1	NRM	NXNL1	NXNL2	ONECUT1	OPN1MW	OPN1SW	OSGEP	PACRG	PAQR4	PDE6A	PDE6H	PDIA5	PDZPH1P	PFKFB2	PLA2R1	PLEKHF2	PLPP2	POLG2	PPP1R42	PPP3CC	PRPH2	PTPN21	RABGEF1	RAD51	RANGRF	RCVRN	RDH12	RDH5	REEP6	RGR	RHPN1	RNF123	RNF207	RPE65	RPGRIP1	RTBDN	SELENBP1	SERINC4	SGCG	SH2D1A	SH3YL1	SLC17A1	SLC24A1	SLC25A25	SNTA1	SNTB2	SNTG2	SP6	ST8SIA1	STK17B	STK35	STRA6	SUV39H2	SYNPO2	TAOK3	TCP11	TMEM218	TMEM229B	TMEM35A	TMLHE	TNFAIP3	TRAFD1	TTC39C	UBTD1	UBXN11	VTN	WDR31	XIST	ZDHHC12	ZFP57
CRX_NRL_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CRX_NRL_DN.V1_DN	ABCC9	ACBD6	ADAT2	ADGRA2	ADRB2	AP2B1	ARPC3	ASPH	ATOH7	BAMBI	BAX	BSPRY	C11orf52	C14orf132	CAMK2B	CAP1	CCKBR	CDH20	CHRNA3	CHRNB4	CITED1	CLIC4	CLPB	CNGB3	CPLX2	CRYBG3	CTBS	DDX3Y	DNAJC9	ECE1	EGR1	ELOVL2	ELOVL7	ENC1	ERMAP	EYA1	FABP7	FMN1	FRMD6	FZD5	GABRA2	GABRA3	GDPD3	GGACT	GGT7	GREB1	GRIK2	GSDME	GTF2I	GULOP	H2BC27P	HEBP1	HES5	HS3ST1	IL17D	INHBB	INPPL1	INSM2	JAM3	KAZN	KIF5C	KLHL1	LRRC4	LSM12	METRN	MFNG	MFSD4A	MTNR1A	MYBPH	MYOCD	NECTIN3	NFKB1	NIN	NMBR	NR4A1	NSG1	NTN4	NTNG2	PAM	PDIA3	PLAAT1	PLEC	PNP	PRDM1	PRMT1	PTER	PTPN13	PYGM	QSOX1	RAB27B	RASA2	RASGRF2	RBP4	RBP7	RERG	RETREG3	RGL3	RIOX2	RNF149	RNF25	RREB1	RTKN2	RXRG	SALL3	SDC4	SGCE	SLC25A13	SLC25A51	SLC26A4	SMPDL3A	SPINT1	SVBP	SWSAP1	TCAM1P	TESC	TMEM106B	TMEM158	TMEM87A	TNC	TNFRSF12A	TNNC2	TNPO2	TRAPPC3	TSPAN33	U2AF1	WWC1	ZNF146
CRX_NRL_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CRX_NRL_DN.V1_UP	ABCG4	ABHD14A	ACVR2B	AHRR	ALPL	ANKRD33B	AQP1	ARG2	ARHGAP10	ARMC1	ATP8A2	B4GALT1	BBS9	BCL2L11	BEST2	BICDL1	BST1	BUB1B	CABP4	CAMK1D	CCDC107	CCN4	CDKN2C	CDR2	CKMT1A	CNGA1	CNGB1	COL19A1	CROCC	CRYBB1	CRYGB	CTIF	CUTALP	DHH	DHRS3	DIAPH3	DOHH	DPF3	DRD4	EDN2	EPS8L1	ESRRB	EXT1	FAIM	FXYD6	GADD45A	GALNT10	GAS7	GFAP	GNAT1	GPR15LG	GPSM2	GRTP1	GUCA1B	HCLS1	HSPA1A	HSPA1B	IER3	IMPG1	KCNB1	KCNE2	KCNJ14	KCNN4	KLHL36	KMT2C	LLGL2	LRRC2	MC1R	MEF2C	MEST	MLF1	MOGAT1	MYO7A	NR2E3	NRL	NRM	NXNL1	NXNL2	OPN1MW	PAQR4	PCOLCE	PDE6A	PDE8A	PDIA5	PDZPH1P	PIP4K2C	PLA2R1	PLEKHA2	PLPP2	POLG2	PPARA	PPARGC1B	PPP1R42	PRKAB1	PROSER2	PSD	PTPN18	RDH12	REC8	REEP6	RFX2	RHO	RHPN1	RNF123	RNF207	RTBDN	SAMD11	SAP30	SEC14L2	SERINC4	SH2D1A	SLC16A3	SLC16A6	SLC24A1	SLC25A25	SLC29A2	SLC5A5	SNTA1	SNTB2	SNTG2	SSBP4	ST3GAL1	ST8SIA1	STK17B	SYTL1	TAOK3	TCP11	TFF3	TNFAIP3	TNIP2	TNNT1	TNNT2	TNS2	TTC39C	UBXN11	WWTR1	XIST	ZC3H3	ZDHHC12	ZFP36L2
CSR_EARLY_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CSR_EARLY_UP.V1_DN	ABCC10	ACBD4	ACCS	ACYP1	ADAMTSL4	ADM	AKIP1	ALDH1A1	ALDH1L2	ALDH3B2	AMT	ANKZF1	APBB3	ARL4D	ARRDC3	ASPA	ATF7IP	BBC3	BRD8	C14orf132	C2CD5	CAVIN2	CC2D1A	CDKN1B	CDRT4	CIRBP	CKB	COL1A1	CROCCP2	CYP2R1	DAAM2	DCP1B	DDX17	DENND11	DHRS3	DXO	EIF4EBP3	ELMOD2	ELMOD3	ERAP2	FBXO25	FBXO38	FUT10	FZD2	GDF5	GFRA1	GRHL1	GSDMB	GTPBP8	HBP1	HEBP2	HOXA10	HSPG2	IFIT2	IGLL1	ING4	IP6K2	KBTBD6	LDB1	LRIG2	LRIG3	LRRK2	LTN1	MAB21L1	MINDY1	MOSPD2	MPPE1	MRI1	MSRB1	NATD1	NDNF	NDUFAF7	NMT2	NPHP3	NR1H3	NSUN5P2	NYNRIN	OTUD1	PAN2	PAPLN	PDE5A	PEX6	PHIP	PLCD1	PMS2P1	POLL	PRRT2	RABGAP1	RAPGEF3	RNF20	SAG	SIX1	SIX5	SKP2	SLC16A7	SLC25A46	SLC7A14	SLC9A7	SNPH	STAT2	STC2	STOX1	STX16	SULF1	TAF15	TCAIM	TDRD6	TENT5C	TFAP2A	TRIM56	TXNIP	UBN2	UFSP2	USP33	WEE1	XAF1	YEATS2	ZFP64	ZFYVE1	ZNF226	ZNF302	ZNF337	ZNF33A	ZNF467	ZNF500	ZNF585B
CSR_EARLY_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CSR_EARLY_UP.V1_UP	ACTR3	ADRM1	AMD1	AMMECR1L	ATG101	B3GNT6	BCAR1	BCAR3	BDKRB1	BRPF1	C21orf91	C8orf76	CBFB	CCDC59	CD274	CD33	CEMIP2	CHUK	CRISPLD2	CSRNP2	CTPS1	DCBLD1	DDIT4L	DDX21	DHX33	DIS3	DKC1	DLX2	DNAJA1	DNTTIP2	DOT1L	DSP	EHD4	EIF4A1	EIF4A3	ELK3	ELL	ELOA	ELOC	EMC6	ETS1	F3	FAM107B	FJX1	FOXD1	FRMD6	FZD8	GABPB2	GAL	GATA2	GNL2	GTPBP4	HBEGF	HECTD2	HLX	HMGA1	HPCAL1	ID3	IL11	ILF2	INHBA	IRAK1	ITPRIPL2	KLF10	KLF13	KPNA4	LRRC8A	MAP2K3	MAPRE1	MOB1B	MRPS35	MSANTD3	MYO9B	NCL	NET1	NIFK	NIP7	NMD3	NOP16	NRIP1	NSG1	NT5E	NUP54	PANX1	PCSK7	PHF20L1	PHLDB1	PHLPP2	PLAUR	PLCH1	PNP	POLE3	POM121	PPIF	PTGS2	PTP4A1	PTPN1	PTPN12	PUM3	PXN	REST	RFK	RGMB	RIPK2	RNPS1	RRP9	SCHIP1	SEC24A	SHB	SLC16A1	SLC28A1	SLC30A1	SLC37A4	SMAD7	SMARCA4	SMTN	SNAI1	SOX9	SPRY2	SPRY4	SREK1IP1	SRP72	ST3GAL1	STC1	TBX2	TDG	TENT4A	TFG	THAP12	TIMM22	TIMM23	TLNRD1	TMEM200A	TNFRSF12A	TOP1	TRMT10C	TXNDC12	UAP1	UBE2N	UGDH	USP12	USP36	UTP3	VGLL4	VTA1	YOD1	YWHAG	ZBTB12	ZBTB2	ZNF324	ZNF697	ZNF800	ZPBP
CSR_LATE_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CSR_LATE_UP.V1_DN	ABCA6	ACCS	ACKR4	ACVRL1	ADAM17	ADGRB2	ADORA2B	ALPI	ANGPTL2	ANKRD29	APOL3	ASS1	BACH1	BCL10	BTG2	C1orf115	C1orf52	C2orf27A	CAVIN2	CCL11	CCL2	CCN3	CDC42EP2	CFH	CHL1	CHST2	CLEC3B	CMBL	COL8A2	CTSF	DAAM2	DDB2	DDX60L	DENND11	DENND2A	DHCR7	DKK2	DPP4	DRAM1	DYNC2LI1	DYRK1B	EBP	ECH1	ELOVL6	EPB41L4A-AS1	EPHB6	EPSTI1	ERG28	ERMP1	EXOC6	F8	FADS1	FADS2	FAM131C	FDFT1	FDPS	FDXR	FTH1	GAS1	GAS6	GFRA1	GLI3	GLT8D2	GSN	GYPC	HHEX	HMGCR	HMGCS1	IDI1	IGBP1	IGDCC4	IL1B	INSIG1	IRS2	ITGB8	KIAA0930	KIT	KLHL29	L1CAM	LDLR	LONRF1	LPAR3	LPIN1	LRIG1	LSS	MAMDC2	MAMLD1	ME1	MLLT6	MME	MOB3C	MRGPRF	MSMO1	MVD	MXD4	NBEA	NFKBIE	NTN4	NYNRIN	OLFML2A	P2RX4	PAMR1	PDE5A	PDP1	PGF	PLAAT4	PLBD2	PLCD1	PLEKHG4	POR	PRKCI	PRRT2	PRXL2A	PYROXD2	QPRT	RASSF2	RCAN2	RNLS	ROBO3	SC5D	SCD	SCML1	SFTPB	SGIP1	SHTN1	SLC22A18	SLC25A1	SMIM29	SNTB1	SOD2	STARD4	SUMF1	SVEP1	TBC1D2B	TCEAL7	TMEM119	TMEM258	TNXB	TOX	TP53INP1	TRERF1	TRIM22	TSC22D3	TSKU	UBE2L6	VAMP5	XAF1
CSR_LATE_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CSR_LATE_UP.V1_UP	ACTL6A	AHSA1	ALKBH7	ANLN	AP1S2	ARHGEF1	ASB6	BEX1	BHLHE40	BIRC5	C19orf48P	CASP2	CBFB	CCDC34	CCND3	CDC6	CDC7	CDCA8	CDH2	CDK1	CDK5	CHEK2	CIAPIN1	CKAP2	CLSPN	CMC2	COPS3	CRISPLD2	CTPS1	CXCL12	CXCL6	CYP4B1	DCBLD1	DCTPP1	DNAJB11	DRAP1	DTYMK	EEF1E1	EIF3B	EIF5A	ELOC	EML1	EXOSC9	EZH2	FAM216A	FAM83D	FANCA	FARSA	FARSB	FEN1	FKBP1A	FOXM1	GINS3	GMNN	GREM2	GTF3C6	GYS1	HAT1	HAUS2	HERC4	HIP1	HMGB1	HYPK	IGFBP3	IL7R	ILF2	IMP4	ITGA6	JPT1	KATNAL1	KCNC4	KIF22	KIFBP	KISS1	KRT18	KRT25	LMNB2	LTBP2	LYAR	MAPRE1	MAZ	MBL2	MCM3	MET	MMP3	MRAS	MT1B	MT1F	MT1G	MT1H	MT1L	MT1X	MT2A	MTHFD1	MYBL2	MYH1	NDC1	NETO2	NKX2-1	NMB	NOC2L	NSG1	NUDC	NUDCD1	NUF2	NUP88	PA2G4	PAICS	PARP11	PBK	PDCL3	PDLIM5	PGM2	POLD1	POLE3	POLR3K	PPP5C	PREB	PRIM1	PRMT5	PSMC3	PSMD14	PSMD2	RAD18	RPF2	RRM2	S1PR1	SAMD11	SERPINB7	SHCBP1	SLC16A3	SLC16A5	SLC25A11	SLF1	SMS	SNORD22	SNRPA1	SRM	SSTR1	ST3GAL4	TAGLN3	TCF19	TEX30	TIMP1	TIMP3	TMEM130	TOMM34	TPM2	TRIP13	TRPC3	TRPC4	TSPAN13	TUBA3C	TUBA4A	TUBG1	UBE2C	UHRF1	UMPS	UTP18	VEGFC	WSB2	YEATS4	YIPF3	ZNF367	ZWILCH	ZWINT
CTIP_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTIP_DN.V1_DN	ABCB4	ABI3BP	ABLIM2	ACOXL	ADAM15	ADGRD2	ALX4	AMPH	ANO1	APBA1	ARL5A	BCAM	CA14	CAMKV	CARD10	CASP5	CCNA1	CD53	CD7	CDH16	CDH22	CDKN1C	CEMIP	CEP162	CES1P1	CHST15	CITED1	CLMN	CMKLR1	CNTF	COQ8B	CRISP1	CST4	CTF1	CTNNBIP1	CX3CL1	CYBRD1	CYP4F12	CYP4F3	DDAH2	DGCR11	DIP2C	ECE2	EDEM1	EDN1	EEF1AKMT2	EPB41L3	EPB41L4A-DT	FAM169A	FMO5	GPR19	GSN-AS1	GZMB	HCN4	HIBADH	HIP1	HLA-DOB	IFNA5	IGSF9B	IL12B	IL1RN	INKA2	INSL3	IQCG	KCNC1	KCNH7	KCTD17	KLK5	KNG1	KPNA1	KRT13	LAIR1	LCN1	LINC01963	LRRC32	MAGEL2	MAOB	MAPK11	MGA	MORN1	MYH1	MYH14	MYOT	NAA80	NLGN3	NPHS2	NRIP2	NUP58	OLFML2A	OR10H1	OR1F2P	OXNAD1	PAX4	PI15	PLA2G2A	PLEKHH3	PSORS1C2	PTGIR	PTGS1	PTPRZ1	PYCR3	RAC3	RASGRF1	RBMXL2	REEP2	RGS11	RNF125	RNF186	RNF19A	RPL13P5	RUNX3	SACS	SCGB1A1	SERPINB9	SLC35D1	SLC3A1	SLC52A1	SPRR2B	STAG3	SYNDIG1	TAS2R4	TENT5C	TFCP2L1	TFEC	TGM1	TREM2	TRPC6	TSPAN7	TTLL3	TYR	WNT16	ZBTB22	ZFY	ZSCAN2
CTIP_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CTIP_DN.V1_UP	ACTA1	ADAM18	ADAMTS2	ALPK3	APOB	APOBEC1	ARPIN	ASPA	BARX1	BCAN	BCL2L14	BEST2	BSPRY	C1orf105	C8orf17	CAMK1	CCL20	CD22	CD34	CD80	CHODL	CLEC3B	COCH	COL1A2	COPZ2	CST5	CTAG1A	CTLA4	CTRB2	CXCL8	CXCR6	CYSLTR1	DDIT3	DKFZP434A062	EFS	EGFL7	FAM153A	FFAR2	FGF17	FGF21	FSTL4	GDF10	GEMIN7	GNG7	GRID2	GRPR	H2AC8	HDAC9	HOXB1	HTR3B	IFI6	INA	INSR	KCNA5	KCNB2	KCNC4	KCNIP2	KCNK2	KCNS1	KLHL28	KLK1	KLRC4	LAIR2	LGALS9	LIM2	LIN28A	LMO1	LRRC37BP1	LRTM1	MED18	MIP	MMP8	MYF6	MYH6	MYOM1	NANOG	NCR1	NPPA	ODAM	OLFML2B	ONECUT2	OPN1SW	OR2F2	OR7E47P	ORM1	OXCT2	PCDHA5	PDE6H	PDGFRL	PER3	PGLYRP4	PHAF1	PKD2L1	PMEL	PNMT	PPEF1	PPIEL	PPP2R3B	PRPH2	PRSS2	PSG7	PTGFR	PTH1R	RALYL	RGSL1	RND2	ROM1	RPGRIP1	S100A1	SALL2	SCAND2P	SERPIND1	SHCBP1L	SLC16A4	SLC17A1	SLC35G2	SLC43A1	SLC9A5	SMPDL3B	SNAI1	SP140	TEK	TERT	TESMIN	TNFRSF17	TRAF1	TSSK2	TTR	TUBB1	TULP1	UPK1B	WT1-AS	ZNF20	ZNF253	ZNF528
CYCLIN_D1_KE_.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CYCLIN_D1_KE_.V1_DN	A2M	ABO	ACKR3	ACTC1	ACTN2	ADARB1	ADD3	ADH1B	ADIRF	AKAP6	ALDH1A1	ALK	ALPG	ALPL	AMHR2	ANGPT1	ARL4A	ARNT	ATF2	ATF7	ATP2B3	ATP6V1B1	BAG1	BET1	BNIP2	C1QB	CAMK4	CAPG	CAV1	CD14	CD27	CD37	CD53	CFB	CFTR	CHD8	CHRNB2	CNGB1	COG2	COL3A1	CPA3	CPN1	CRISP2	CRMP1	CSF2	CXCL12	CXCL3	CYP24A1	CYP2C9	CYP2F1	DAO	DAZL	DELE1	DIO2	DNAH3	DNAJB4	DNM1L	DPF1	DRD4	DSG1	EML1	EPHA1	ERBB2	EYA1	F3	FBP2	FCER2	FES	FKBP3	FLT1	FXR2	GAB1	GALT	GART	GATA1	GJA1	GNAZ	GPSM3	GRIA1	GRIN2B	GYPA	GYPC	HPN	HPX	HRG	IFIT3	IFNA10	IFNAR1	IL17A	IL1R1	IL7R	ILF3	INHBB	IRAG2	KCNJ8	KIAA0040	KIF1A	KLF9	KLK3	KRT13	KRT17	KRT5	LILRB4	LIMS1	LINC01587	MAG	MAPK4	MATK	MC1R	MPI	MS4A1	MX1	MXI1	MYH2	MYL5	MYO1F	NCKAP1L	NEDD4	NELL1	NKX3-1	NNT	NOS1	NPAS1	NR6A1	NTF4	NTSR1	OXT	PAFAH1B3	PBX2	PCK1	PCP4	PDCD2	PDE6H	PDYN	PENK	PEPD	PGM5	PIK3R1	PIP4K2A	PIP4K2B	PLCG2	PNLIPRP1	POU2F2	POU3F1	PPIG	PRKCQ	PRKG2	PROC	PSG3	PSME4	PTCRA	PTH1R	PVALB	RAB5B	RAPGEF5	RIT2	RLBP1	RNASE6	ROS1	RRP1B	RXRG	SALL2	SERPINA7	SLC25A11	SMCP	SOX3	SPIB	SPTLC2	TAFAZZIN	TARBP2	TCEA2	TCIRG1	TESK1	TFCP2	TGM3	TMSB15A	TNNT3	TOB2	TUBA1A	TUBA4A	TXLNA	UBE3A	UCP2	UNG	VAMP2	VCAM1	WTAP	XGY2	YLPM1	ZNF132	ZNF35
CYCLIN_D1_KE_.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CYCLIN_D1_KE_.V1_UP	ABLIM1	ADRA2A	ADRA2B	AGXT	AHR	ALDH3A2	APOA2	APOC1	APOC4	ARCN1	ARL3	ASNS	ATXN1	AXIN1	BATF	BCL9	BIRC2	BRF1	CA4	CARS1	CASP3	CCKAR	CCL20	CCL23	CD52	CDK6	CDKN1A	CDKN2A	CDR2	CDR2L	CDS1	CEBPD	CELA2B	CENPB	CGREF1	CHKA	CHRNA5	CHRNB4	COASY	COL18A1	COL5A2	COX17	COX7A1	CRIP1	CTBP1	CYP2E1	DAP	DCAF7	DGKD	DMWD	DNASE1	DNASE2	DRD5	DTNA	DUSP4	DUSP5	DYRK4	E2F4	EGR3	EIF5A	ENTREP1	EPHA2	ETS2	EVX1	FAM3C	FGFR4	FHL2	FOSL2	FOXK2	FSHR	FZD5	GCHFR	GGT5	GLB1	GLI1	GNAI2	GOT1	GP2	GPT	HBA2	HGFAC	HK3	HOXC5	HSD17B10	HSF4	HSPA1B	HSPG2	HSPH1	HTR6	ID1	IFITM1	IFRD2	INPP5A	KAT5	KCNAB2	KCTD2	KDM5C	KIF22	KIFC1	KLC1	KLF4	KLK6	LCN2	LMF2	LORICRIN	LPIN2	LTBR	MAD1L1	MALL	MAN2A2	MARK3	MASP1	MAT1A	MED24	MGAT5	MMP15	MPHOSPH6	MTREX	MUC5AC	NEK3	NFE2	NPR2	NRG1	NTN3	PCGF2	PDE4C	PFKL	PHF20	PHKG2	PIGC	PKD1	PKN1	PLCB2	PLK3	PLOD1	PMPCA	POLD1	POLR2C	PPIB	PPID	PPM1F	PPP3CB	PPP5C	PRPH	PRRC2A	PTPN3	PTPRH	PTS	RAB31	RASSF7	REEP5	REN	RGS3	RHO	RRAS	RUNX1	S100A2	SCAP	SLC35D1	SLC38A3	SLC6A3	SLN	SMTN	SNRPB2	SNRPC	SNX17	ST3GAL4	STAM	STT3A	SUPT5H	TCF12	TFAP2A	TGFBR2	THBD	THOC1	THOP1	THY1	TNNT2	TPTEP1	TRAF1	TRIM25	TRIO	TROAP	TSC2	TTLL12	ZIC1	ZNF787	ZYX
CYCLIN_D1_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CYCLIN_D1_UP.V1_DN	ACAA1	ACAA2	ACKR3	ACVR1	AKAP6	ALOX5	ALPG	AMBP	AMHR2	ANK3	AP3B1	ARNT	ASGR2	ATF2	ATF7	ATP6V1A	ATR	BAG1	BBC3	BRAF	BRCA2	BTG1	BTN2A1	CAMK4	CAPG	CASP2	CASP9	CAV1	CBLN1	CCL11	CCNG2	CCR9	CD19	CDKL5	CFB	CHRM1	CHRNG	CLP1	CMKLR2	COG2	CPA3	CSF2	CUL7	CXCR4	CYP24A1	DAZL	DELE1	DNAJB4	EIF4G1	EMC2	EML1	EPHA1	ERCC4	ERG	EZH2	FLOT2	FXR2	G6PC1	GAB1	GAL	GALK1	GATA1	GATA4	GCK	GET3	GNAZ	GNS	GUCY1A2	GUCY2C	GYS1	HDAC2	HERC1	HLA-DRA	HPCA	HPS1	HRG	HRH1	HTR1A	IFNGR2	IGF1	IL17A	IL1A	IL7R	ILF3	INHBA	ITGA3	ITGB6	KCNJ3	KIAA0040	KIF1A	KIR2DL4	KLF9	KRT17	KRT5	LAMB1	LILRB4	LMAN2	MAPK8IP2	MATK	MFAP3	MLC1	MOK	MPI	MRE11	MT1F	MYH2	MYL5	MYL9	MYO1C	MYO1F	N4BP2L2-IT2	NCKAP1L	NEDD4	NELL1	NKX2-5	NNT	NOS1	NR6A1	NTF4	NTHL1	PAFAH1B2	PAFAH1B3	PARG	PBX2	PBXIP1	PCK1	PDCD2	PDYN	PEPD	PIK3R1	PLA2G2A	PMS2P11	POU3F1	PPARA	PPIG	PRKCQ	PSEN2	PTPN4	PUM2	PVALB	RAB9A	RAB9BP1	RBMS2	RGS16	RLBP1	RNASE4	RNASE6	ROS1	RRS1	RXRG	RYK	S100A4	S100G	SART3	SCAF11	SLC6A4	SMPD1	SNAPC1	SPIB	SPINK1	SPRR2C	SPTLC2	SSTR1	SULT2B1	SYPL1	SYT1	TARBP2	TBC1D31	TFCP2	TIA1	TNNT3	TOB2	TPD52	TPM2	TPM3	TRH	TUBA4A	TXLNA	UCP2	UMPS	UNG	USP9X	VAMP2	VASP	WTAP	WWOX	YLPM1	ZNF133	ZNF266	ZNF35
CYCLIN_D1_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CYCLIN_D1_UP.V1_UP	ABCA2	ABLIM1	ADRA2A	ADRA2B	ALDH3A2	ANPEP	APOA1	APOC4	ARCN1	ATP4A	AXIN1	BATF	BCL9	BIN1	BLM	BMP1	BMP5	CA4	CA9	CACNG1	CASP3	CCIN	CCKAR	CCL23	CD1A	CD52	CEBPD	CENPB	CETP	CGREF1	CHGA	CHRNA5	COL4A2	COX17	CPT2	CTF1	CXCR3	CYP2A7	DCAF7	DEFB1	DMWD	DNASE2	DRD5	DVL1	DYRK4	EGR1	EIF5A	EMC1	ENTREP1	EPHA2	ETS2	ETV4	EVX1	FCGBP	FDXR	FGD1	FHL2	FOXO4	FSHR	FZD5	GADD45A	GALNS	GCHFR	GGT5	GLB1	GNL1	GOT1	GP2	GPT	GTF2H4	GUCA2B	H3C2	HAGH	HBA2	HK3	HNRNPA0	HNRNPA3P1	HOXB13	HOXC5	HRC	HSD17B10	HSPA1B	HSPG2	HTR6	ID1	IFITM1	ITGB1BP1	KCNAB2	KDM5C	KIAA1549L	KIF22	KIR2DL3	KLF4	KLK6	KMT2A	KSR1	LTBR	MAD1L1	MALL	MARK3	MASP1	MAT1A	MC2R	MED12	MGAT5	MKI67	MMP15	MNX1	MSLN	MSN	MUC5AC	MYL6	MYT1	NAA80	NCSTN	NDUFB7	NEK3	NFE2	NKG7	NSG1	OPRD1	PAX2	PCDHGA12	PCGF2	PCSK7	PDE1B	PDE2A	PKD1	PLK3	PLOD1	PPIB	PPP5C	PPY	PRRC2A	PTMS	PTPN21	PTPN3	PTS	RAB31	RABEPK	RASGRF1	RASSF7	RCVRN	REEP5	RGR	RHO	RPS6KA1	RRAS	RXRA	RXRB	S100B	SCAP	SELPLG	SERPINB10	SGCA	SHC3	SLC12A4	SLC18A3	SLC19A1	SLC6A3	SLC6A9	SLN	SMOX	SMTN	SNRPC	SPOCK2	ST3GAL4	STAT5A	SUPT5H	SYN1	TAGLN	TAP1	TFPI2	TGFB1	THBD	THY1	TK2	TRAF1	TRIM25	TRPC3	TSC2	TTLL12	UBXN1	WNT1	WNT10B	WT1-AS	ZYX
DCA_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DCA_UP.V1_DN	ABCA5	ACIN1	ADGRF5	ADM2	AGAP2	ALK	ANAPC10	ANKRD2	ANKRD46	ARHGAP15	ARHGEF9	ASIC4	ASPM	ATP10D	AUNIP	C1orf109	C2CD2L	CA5A	CACNA1S	CDH16	CDK10	CDK5R2	CDON	CHEK2	CHST2	CLIC5	CMC1	CNNM4	CNTLN	COL21A1	CPB2	CPLANE2	CST7	CTAG2	CX3CL1	DCAF13	DCAF17	DHX35	DHX57	ENO3	ETNPPL	FAM204A	FAM222B	FGF9	FGR	FUT3	GABPB1-IT1	GALR3	GMPR	GPR137B	GPR19	GPT	GRID2	GSDMD	H3C4	IFNA5	IFNG	IGLJ3	IL10RA	INSL5	IP6K2	IPCEF1	IRAK4	IRF2BP1	JOSD1	KATNBL1	KCTD3	KLHL1	KMT2D	KRT1	KRT24	KRT5	LAMA3	LAT	LCOR	LIN7B	LONP2	LRP5L	LRRC14	LRRC37A2	MAGEB3	MAGEH1	MAP3K14	MAP3K20	MARCHF2	MATN4	MCTP1	MED23	MFGE8	MFSD12	MNAT1	MSANTD2	MSH5	MTRF1	MYL10	NACC1	NFASC	NOL8	NOTCH2NLA	NPIPA1	NR4A1	NR5A1	NUDT11	NUMB	NUP62	NXF2	OR11A1	PDE6A	PDK2	PES1	PEX19	PHKG2	PIN1	PKD1	PKD1P1	PKP1	PLA2G4C	PLK3	POGLUT1	POR	PPCDC	PPP1R12B	PPP1R13B	PPP1R17	PRPF38B	PRRX2	PTPRG	RAB11FIP1	RALGDS	RASL10A	RASSF4	RBM14	RNPEPL1	RS1	S100A14	SERPINB3	SETBP1	SETD4	SHMT1	SHOX2	SIAH2	SIRPB1	SKIL	SLC16A10	SLC22A17	SLC29A3	SLC35F6	SLC38A3	SLC6A6	SLC7A9	SNCB	SNX24	SP140L	SPC25	SPRR1A	STAG3	STARD3	STEAP1B	TAF1C	TBX6	TCIRG1	TCL1A	TCL1B	TDRD7	TG	TGFBRAP1	TMEM115	TNFSF18	TNRC18	TRIM52	TRPM6	TSC22D3	TXLNA	UPK1A	VPS52	WDR91	YIPF3	ZCCHC24	ZKSCAN4	ZNF248	ZNF286A	ZNF32	ZNF652	ZNF821	ZNF84
DCA_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DCA_UP.V1_UP	ACP5	ADAM19	ADARB2	AHSP	AIF1	AK4P3	AK5	ALG1L2	ANKRD1	ANKRD53	AOC1	ARHGDIG	ATF6	ATP1B2	AURKB	BCAS4	BEST1	BFSP1	BMX	BTBD8	BTN3A1	C1orf105	C22orf31	CA6	CABIN1	CACNG5	CAPN11	CASP2	CATSPERB	CCDC71	CCDC87	CCN4	CCT8L2	CD1B	CD27	CD70	CD82	CDC45	CETN1	CFAP70	CLCN2	CLEC7A	CLN6	CLPB	CNGB3	COBL	COLQ	COPZ2	CORT	CREB5	CRIP2	CRYGB	CST2	CTSG	CUBN	CXCL8	CYP2B7P	CYP3A43	DCXR	DEPP1	DNAJC16	DNAJC28	DNAL4	DPP6	EFS	ELAVL4	ELOA2	EPHB6	EXO5	EYA2	F2	FAM215A	FGD1	FGF22	FGF6	FMO6P	FRMPD1	GABRB2	GARNL3	GDPD3	GIPR	GLS2	GPA33	GPR45	GRIA1	GRIN2D	GRM5	H2BC10	HCG9	HHLA1	HOXC5	HTN1	HTR6	IFIT2	IFNA10	IGKV3D-15	IGLV2-14	IL23A	IL2RA	IL36RN	INO80B	INSL3	IRGC	IRX4	ITGA8	KIAA0513	KIF17	KIR2DS1	KLHL3	KLRB1	KREMEN2	KRT13	LAMC3	LGALS7	LIMD1	LPAR3	LRFN3	MAPK8	MAPK8IP2	MCF2L	MCTP2	MDK	MIR600HG	MOGAT2	MX1	MYCT1	MYOZ3	NPC1L1	NRXN2	NTN3	OR3A2	OVGP1	OXCT2	PAK1IP1	PHLDB1	PIGV	PLA2G2F	PLAA	PNMT	PRDM14	PRRG4	PTGFR	PTPRT	RAI1	RIMS2	RNASEL	RNF125	RPE65	RPRM	SARDH	SERPINA1	SERPINA4	SERPING1	SHCBP1L	SIX1	SLC22A14	SLC28A1	SLC66A3	SMN1	SNX17	SOS2	SPIN2A	SYNE3	TACR3	TEX13B	TNNT2	TNS4	TSKS	TTLL3	TYRO3	USF2	USP29	USP6NL	VPS39	WASL	WDR25	WNT16	WNT2	ZNF117	ZNF157	ZNF185	ZNF639	ZNF750	ZNF91	ZSCAN12	ZSWIM1
E2F1_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F1_UP.V1_DN	A4GALT	ABLIM1	ACKR3	ACOX1	ADAMTS1	ADARB1	AJUBA	ALAS2	ALDH1A1	ALDH3A1	AMPD3	ANGPTL4	ANXA1	ANXA4	ANXA8	APBB1IP	APBB2	APC2	AQP8	ASL	ATP2A3	AVPI1	B4GALT3	BAG3	BCL6	C3	CALML4	CAPN2	CAVIN2	CCL2	CCND2	CCNG2	CD3E	CD47	CHRNA7	CIRBP	COL11A1	COL3A1	CPT1A	CREBRF	CRIP2	CSF1	CXCL1	CXCL5	CYP1B1	CYTIP	DAB2	DCAF8	DOK1	DTX2	EBF1	EFNA4	ENTPD6	EPS8	ERBB3	EVI2A	F3	FAS	FCHO1	FMO3	GADD45A	GBP2	GFRA1	GHR	GSTA4	HES6	HLA-E	HMGCS1	IDH1	IFIT2	IFT20	IL18	IL1R1	IL1RL1	IL6ST	ITPR2	KLF2	KLF3	KMT2E	KXD1	LAMA4	LBP	LCLAT1	LGALS2	LIMA1	LIPE	LRIG1	LXN	MCL1	MDK	MDN1	MLX	MMP24OS	MMP7	MTARC2	MX1	MYC	NDRG4	NEAT1	NFKB1	NFKBIZ	NHSL1	NOTCH2	NPR1	NUMA1	PAK3	PDE4DIP	PDGFRA	PDZK1IP1	PGD	PHLDA1	PKD1	PLA2G4A	PLAT	PLET1	PLIN2	PLK2	PLXND1	POLD4	POU5F1	PPP3CA	PPTC7	PSEN2	PTDSS2	PTGS1	PTGS2	RAB11FIP5	RAB9A	RALGDS	RAP2B	RASA3	RGS2	RMC1	RSRP1	RTKN	RUNX1T1	RUNX2	SAMD10	SASH1	SCAMP1	SEC23A	SEMA4B	SERAC1	SERTAD1	SGK1	SIX5	SLC11A2	SLC1A1	SLC35E4	SLC6A8	SLPI	SNAI1	SNAPC3	ST3GAL4	STAC	STAT3	STAT6	STOM	STX4	SYNPO	TANK	TCF4	TGFB1I1	TGFB3	TGM2	TMEM45A	TNXB	TRAF3IP2	TRAPPC4	TRIB3	TRIM41	TSHR	TUBG2	UBE2H	UNC93B1	UQCC3	USP19	VCAN	VPS45	WDFY2	WDR26	XBP1	XPR1	ZBTB20	ZC3H12A	ZFR2	ZMYND8
E2F1_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F1_UP.V1_UP	ACTN3	ADA	ADCY6	ADIPOR2	AGO2	ARF3	ARHGAP39	ARHGAP8	ARHGEF1	ART3	ATP5F1D	AURKB	BCL2	BOK	BOLA3	BRCA2	BUB1	CAD	CAPRIN2	CASP7	CDK5R1	CDR2L	CDV3	CHAF1B	CHEK1	CLN6	CMA1	CNIH2	CNOT7	CRYZ	CSTF2	CYBA	DBF4	DCAF1	DCTPP1	DDB1	DDX46	DLGAP5	DLX1	DMBT1	DNA2	DNAJC2	DNAJC21	DRC1	E2F3	E2F8	EFNB2	EIF6	ELANE	ELAVL1	ENTR1	ERCC2	ERMP1	EVL	EZH2	FANCM	FEN1	FMNL3	FNBP1	FRAT2	GATA6	GPN2	GPR19	GRSF1	GRWD1	GSDME	GUF1	HDGFL2	HES1	HMGB3	HPF1	HSPB2	HSPBP1	INO80C	INO80E	ITSN1	IVNS1ABP	KANK3	KIF2A	KIFC1	KLHL21	KPNA1	KPNA3	KRT72	LARP4B	LMNB1	LPIN2	MAP3K11	MAP3K3	MAPK14	MASP1	MCM10	MCM4	MED20	MELTF	MPG	MRPL46	MSH3	MTSS2	MXI1	NAB1	NASP	NBL1	NCAPH	NDUFAF4	NHERF1	NOCT	NOLC1	NOP56	NUP43	PACS1	PAIP2B	PARP1	PARP16	PBX3	PHF12	PIGA	PIM1	PIP4K2A	PITPNM1	PKP4	PLK4	POLA2	PPM1M	PRADC1	PRC1	PRIM2	PRM1	PSME3	PTPN21	PTPRU	RB1	RBM15	RBM22	RDH13	RELL1	RHBDL3	RND2	RRM1	RRP1B	SGO1	SHBG	SINHCAF	SIRPA	SLBP	SLC20A1	SLC35E1	SLC7A1	SMAD1	SMC2	SOCS2	SPEF1	SRSF4	SSX2IP	STIL	TAF6	TAF9	TBP	TFAM	THOP1	TINF2	TK1	TLE4	TLX2	TOP2A	TPD52	TPM2	TRAF3	TRNT1	TYMS	TYRO3	UBE2T	UBN1	UBR2	UCK2	UPK2	UQCC1	USF2	USP10	USP39	VEGFA	VPREB3	VPS37B	WBP11	WDHD1	WRN	ZFPM1	ZSWIM7
E2F3_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F3_UP.V1_DN	ADAM8	ADGRE2	ADGRF1	ADM2	ANKRD46	APOBEC3G	ARHGAP18	ARL15	AXIN1	B3GNT3	B9D2	BCO2	BDKRB2	BMS1P2	BRCA2	BYSL	C16orf74	C8B	CASP14	CBLC	CBX3	CDH15	CIITA	CLEC7A	CXXC1P1	CYP4F29P	DCC	DOK7	DTWD1	DUXAP10	EBLN2	EEF2KMT	EHMT1	EIF3CL	EREG	ESF1	ETV3	FAM209A	FBXL19	FBXO27	FUBP3	GALNTL6	GAS2L2	GAS8-AS1	GIPR	GJB5	GPRC5A	GRID1	GTF2H2B	HAPLN4	HOXC4	HSD17B3	HSD17B7P2	HSPA6	IFNA13	IFNE	IL6	INO80C	INTS7	IRAK2	IRGC	KCNQ1OT1	KIR2DL4	KLHL28	KRT80	KRTAP2-1	LFNG	LHX6	LIF	LIF-AS2	LINC00173	LINC00662	LINC00842	LINC03009	LRRC8E	LYPD3	MACF1	MAGOHB	MARK2	MEGF6	MFSD2A	MMP1	MMP3	MRPL55	NACC2	NAT9	NCKAP1L	NKX6-3	NR6A1	NRL	NT5C	NUP58	NYNRIN	OLFM1	OR6B1	PC	PCDHB4	PCNX3	PCSK9	PLAT	PMAIP1	PODN	POLR1A	POP1	PPAN	PPARD	PRSS33	PVT1	RAB43	RAP1A	RARA	RBM4	RIF1	RNF215	RPL34-DT	RSPH6A	RUFY2	RUSC1-AS1	S100P	SERPINB1	SH2D2A	SH3TC1	SLC2A6	SLC6A14	SLCO2B1	SNAPC4	SND1-IT1	SNHG3	SNORA28	SOX1	SPAG11A	SPNS3	SPRR1B	SPTB	SRGAP2B	STK40	STPG1	STX1A	STXBP5L	TAF15	TBRG4	TGM2	TGM5	THBD	TLR2	TMEM266	TMPRSS6	TREM2	URB1	UTS2R	WASH3P	WT1-AS	ZBED2	ZBTB49	ZC2HC1A	ZCCHC7	ZFAS1	ZNF135	ZNF284	ZNF3	ZNF646	ZNF674-AS1	ZNF782
E2F3_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/E2F3_UP.V1_UP	ABCG2	ABHD15	ADGRB2	ALKAL2	ANKRD18A	ANTXRL	APOLD1	ARRDC2	ATAD2	ATP6V1E1	ATRNL1	BRI3BP	C11orf96	CABLES2	CBX2	CCNE1	CCNE2	CCP110	CD83	CDC20B	CDK19	CDK5R1	CDKN1C	CDKN2C	CDRT15	CEBPA	CHML	CHRDL2	CHST1	CHST2	CHST7	CIBAR1	CMPK2	CRY1	CSPG5	CYP26A1	DCK	DCLRE1B	DDAH1	DHRS13	DTL	E2F7	EEF1A2	EFS	EGLN1	EGR2	EMC9	EML6	ENO2	EPB41L3	EPHX4	ESX1	FAM222A	FAM43B	FAM78A	FANCA	FAXC	FBXL16	FEN1	FGF9	FGFR3	FOXD1	FUT5	GAD1	GCH1	GINS1	GKAP1	GPR137C	GPR160	HBA2	HEY1	HEY2	HOXA9	HPGD	HRK	HSPA2	IL17RB	INA	INHBB	JPH1	KCNA6	KCNS3	KHDRBS3	KISS1R	KLF16	L3MBTL3	LCN6	LEF1	LIN7B	LMO2	LRP4	LRRC45	MANEAL	MAP3K21	MAP6D1	MBOAT1	MEX3B	MFHAS1	MICB	MILIP	MMP15	MNX1	MSRB1	MYB	NAT8L	NEFL	NFIA-AS1	NGEF	NOL4L	NPAS1	NPTX1	NR2F1	NUDT22	PCNA	PCOLCE2	PDIA2	PDXP	PEG10	PGAP4	PIN1	PLSCR4	PLXND1	POLE	POLE2	PTCH1	PXMP2	PYGO1	RAB26	RAB9B	RASD1	RASGRP1	RECQL4	REEP1	RHOBTB2	RIPPLY3	RRAGD	RTN4R	RTN4RL1	RYR1	SAC3D1	SAMD1	SAMD11	SBK1	SEPTIN3	SH3BGR	SHANK3	SHISA8	SIX5	SLC27A2	SLC27A3	SLC30A4	SLC4A3	SLC6A2	SMAD6	SMCO4	SNRNP25	SNX10	SOWAHA	SYN1	SYNGR3	SYNM	TAF5	TAS2R38	TIAM1	TIFA	TLCD1	TLE2	TM6SF1	TMEM106C	TMEM121	TMEM158	TMEM201	TMEM97	TMOD2	TP53I13	TPPP	TSHZ1	TSPAN5	UBE2QL1	UGT8	UNG	WNT9A	ZDHHC12	ZDHHC14	ZDHHC23	ZFP30	ZIC2	ZNF367	ZNF483	ZNF703
EGFR_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EGFR_UP.V1_DN	ABLIM1	ACKR3	ADD3	AGL	ALG13	ANGEL2	ANK3	ANXA9	AOPEP	APBB2	ARL3	ARL4A	ARMC9	ARMCX1	ASCL1	ATF7IP	BAZ2B	BCL2	BDH1	BDKRB2	BMERB1	BRCC3	BRIP1	BST2	BTG3	CADM1	CALB2	CALCR	CARF	CASP6	CAV1	CBFA2T3	CBR4	CCN5	CELSR2	CENPU	CHN1	CLK4	COL9A3	CPE	CSTA	CTSH	CYBA	CYP26B1	DCAF6	DDX60	DEPDC1	DERA	DLC1	DMXL2	DNAJC12	DTL	E2F8	EFHD1	EFNB2	EGR3	EIF2S3	ELAPOR1	ELF5	ELOVL2	ELOVL5	ENPP4	EPB41L2	EPS8	EZH2	FAM234B	FAM50A	FANCL	FTO	GALC	GFRA1	GOLGA8A	GPATCH1	GPER1	GRB10	GREB1	GTF2I	GULP1	H1-2	H2AC11	H2AC6	H2AC8	H2BC10	H2BC12L	H2BC5	H2BC6	H2BC7	H2BC8	H2BC9	H3C10	H4C8	HEBP1	HERC6	HIRA	HSPA4L	IAPP	ID1	ID2	IFI27	IFI44	IFI44L	IFI6	IGF1R	INPP5F	IRS1	ITPRID2	KIF11	KIF5C	KRIT1	LLGL2	LTBP1	LTN1	MAFB	MARF1	MATN2	MDK	METTL3	MEX3D	MFF	MICB	MOCOS	MPDZ	MSMB	MYB	NCAPG2	NDC1	NDUFA5	NET1	NME3	NMU	NPY1R	NREP	NRIP1	NUP205	OSR2	OVOL2	PCMTD2	PCYOX1	PDCD4	PDLIM3	PDZK1	PEG10	PGR	PHF20	POLI	POT1	PRKACB	PRKD3	PRPF6	PRR15L	PRR7	PSPH	PTBP2	RASGRP1	RCN1	RFWD3	RHOBTB3	RMC1	RNF43	RPP25	RUFY1	SATB2	SGCB	SGCG	SGK3	SH3GLB2	SIGMAR1	SLC1A1	SLC27A2	SLC27A3	SLC39A8	SLC6A14	SMAD7	SNX7	SOX3	SPTBN1	STIL	SYCP2	TAF12	TBL1XR1	TCAF1	TCN1	TENM1	TMEM106B	TMEM187	TMPRSS3	TRIM24	TSC22D3	TSPAN5	TTC39A	WIPF1	XK	ZNF107	ZNF273	ZNF43	ZSCAN18
EGFR_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EGFR_UP.V1_UP	A2M	ABCC3	ACTG2	ADM	AGO2	AKAP12	ALAS1	ANGPTL4	AOX1	APOBEC3B	ARAP2	ARFGAP3	ARID5B	ARNT2	ASPH	ATF3	ATXN1	BACE2	BCL3	BMP7	CADPS2	CAPN2	CARMIL1	CASP7	CBLB	CCDC68	CCL2	CCL22	CCN1	CCN2	CEACAM6	CEBPD	CEMIP	CLDN1	CMAHP	COL5A2	COTL1	CRISPLD2	CSGALNACT1	CTNNAL1	CXADR	CYP1B1	CYP27B1	DBNDD2	DRAM1	DUSP4	DUSP5	DUSP6	EDN1	EGFR	EGLN3	ELK3	ELL2	ENPP1	EPAS1	ERO1A	ETHE1	ETS2	ETV5	EXT1	F2RL1	FADS3	FERMT2	FGB	FGFR3	FGG	FHOD1	FNDC3B	GABBR2	GAL	GBP1	GBP2	GCLM	GCNT1	GJA1	GK	GK3	GLRX	GRAMD2B	HBEGF	HIVEP2	HK2	HOMER1	HSPA2	ICAM1	IDO1	IFIT3	IGF2BP2	IL15RA	IL1R1	IL4R	IMPA1	INHBA	IQCG	IRF1	ISG20	ITGA2	ITGA3	ITGB6	JUNB	KCNS3	KLF4	KRT7	KRT81	KTN1	LHFPL2	LIF	LOXL2	LPAR6	LPIN1	LPP	LRP8	MALL	MAOA	MAP2K4	MAP3K5	MBNL2	MEIS3P1	MGAT4A	MGLL	MIR22HG	MMP1	MMP10	MPZL2	NFIL3	NFKB2	NT5C2	P2RY6	PAPSS2	PCDH9	PDE4B	PDLIM7	PGM3	PHLDA1	PIGA	PLAC1	PLAGL1	PMAIP1	PSMB10	PSMB9	PTPRE	RAB27A	RCAN1	RGS16	RHOQ	RND1	RNF19A	RPS6KA3	S100A8	S100A9	S100P	SAMD4A	SAT1	SCCPDH	SDCBP	SEC23A	SEL1L3	SEPTIN10	SGMS1	SGPP1	SLC12A2	SLC4A7	SLC7A11	SLC9A6	SLCO2A1	SMCO4	SNAPC1	SNX16	SOCS2	SOWAHC	SPAG1	SPTLC2	SQOR	SUSD6	TAF1A	TAP1	TBC1D8	TCIM	TFPI	TGFB2	TMEM121	TMEM45A	TNFAIP8	TNFRSF11B	TNFRSF21	TNNT1	TNS3	TUBB2A	VAV3	WIPI1	WNT5A	ZNF281
EIF4E_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EIF4E_DN	ADAM9	ALPK1	ANGPTL4	APPBP2	ARHGAP32	ARID4B	C2CD2	C3	CASP10	CCAR1	CCDC174	CD55	CERT1	CLDN23	CLINT1	CLTC	CNKSR3	CTSC	CWC22	CYP1B1	DCTN4	DENND2D	DIP2B	DOCK1	EP400	EPDR1	ESRP1	FAS	FHIP2A	FNDC3B	FRMD4B	FUCA1	FXR1	FZD3	GALNT5	GATA6	IL36G	IQGAP1	ITPRIP	KLHL21	KPNA4	LMO7	LOXL1	LRBA	MAP3K5	MCPH1	MIOX	MMP9	MRTFB	MYH10	MYO10	NCOA6	NCOA7	NEDD4L	NKAPL	NPEPPS	OFD1	OGA	PARP8	PDK4	PHIP	PLAU	PLEKHA5	PRDX4	PRMT9	PRRC2C	PTER	PTGS2	RANBP2	RCBTB2	SAA1	SAA4	SCAMP1	SDR16C5	SEMA4D	SGPP2	SH3YL1	SIK3	SLC46A3	SNAPC1	SORT1	SQOR	STAT5A	STRBP	SVIL	TBCK	TNIP1	TP53BP1	TP53BP2	TP73-AS1	TPD52	TRIM47	TRIP11	TSPAN6	UBA7	UPF2	USP47	VPS13C	WASHC5	WDFY3
EIF4E_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EIF4E_UP	ACYP1	AHSA1	ANKRD16	ATP5MF	ATP8B3	BHLHE40	BMP3	BOLA1	C6orf226	C8orf33	CACNB3	CAMK2N2	CARTPT	CCDC187	CFHR1	CHCHD1	CKMT2	CNTN4	DEDD	DNAJB5	DNPH1	DPY30	DXO	EIF4A3	FABP7	FAM117A	FBXL13	FBXO4	FETUB	FKBP1B	FN3KRP	FOXD2	GEMIN6	GTF2H5	HAUS7	IDH1	IL18	ISOC2	ITPK1	JOSD1	KCNC2	KLF8	LAMC3	LST1	MAP2K3	MAPK8IP1	MDH2	METTL1	MIRLET7BHG	MON1A	MRPL17	MRPL30	MRPS35	MS4A1	MTX2	MYH6	NDRG1	NEGR1	NKX2-8	NOP16	NPM3	NTPCR	NUDCD2	OSBPL10	PAGR1	PFDN2	PHYKPL	PMM2	PNO1	PPCS	PRSS1	PTS	RGS3	RIPOR3	RSAD1	SLC25A30	SNRNP25	SNTB1	SNX8	SRXN1	STPG2	TAF11	TALDO1	TAX1BP3	TMEM11	TMEM230	TP53I11	TST	TUFM	UBFD1	UBL4A	UCHL3	UQCC4	UROS	VIPR2	VPS28	VPS72	ZBED2	ZNF576	ZNRD2
ERBB2_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ERBB2_UP.V1_DN	AASDHPPT	ABLIM1	ACTR6	ADAM9	ADD3	AGL	ALG13	AMIGO2	ANKRD12	ANXA3	AOPEP	ARHGAP29	ARMCX1	ARMCX5	ARMT1	ASCL1	ASS1	ATF1	ATP8B1	ATR	BCL2	BMERB1	BRWD1	BST2	BTG3	C1orf109	C2CD5	CALB2	CASP6	CAV1	CBR4	CCDC59	CCN5	CEBPZ	CENPE	CETN3	CHD1	CLIC3	COL9A3	CPOX	CUL5	CYP26B1	DBF4	DDX60	DEPDC1	DLC1	DNAJB14	DTL	ECT2	EGR3	EHBP1	EIF2S3	EMC2	ERI2	FAM216A	FASTKD1	FBXO5	FHL2	FKTN	FLNB	FOLR1	GFRA1	GNL2	GOLGA4	GOLGA8A	GPER1	GREB1	GULP1	HAUS3	HERC6	HIRA	HS2ST1	HSPA13	HSPA4L	HSPB8	IAPP	ICE1	ID2	IFI27	IFI44	IFI44L	IFI6	IFIH1	IFIT1	IFIT5	IFT57	IGF1R	INPP5F	IRF7	IRS1	ITPRID2	JAK2	KANK1	KCTD3	KIF5C	KLF10	KRR1	LAMB1	LIN7C	LPGAT1	LRIG1	LTN1	MAD2L1	MAP4K3	MARCHF7	MATN2	MBNL2	MED17	MGP	MPDZ	MRPL19	MSH2	MSMB	MTCL1	MTERF3	MTIF2	MYB	MYBL1	MYC	NAA15	NCAPG	NMRK1	NOC3L	NOL8	NPEPPS	NPY1R	NRCAM	NRIP1	OAS1	OAS2	PAK1IP1	PDZK1	PEG10	PLA2G12A	PLK4	PMAIP1	POLI	PRELID3B	PRKAR2B	PRMT3	PSPH	PTBP2	PUS1	RAB31	RAD51AP1	RAD54B	RALGAPA1	RANBP6	RASGRP1	RBBP8	RECQL	RHOBTB3	RIF1	RIGI	RMC1	RMI1	RNF138	RPAP3	RPRD1A	RRN3	RRP15	RTCA	SLC26A2	SLC6A14	SLC7A2	SMAD7	SMARCA5	SMC3	SS18	SSB	STIL	STK17A	TAF1D	TAF2	TCN1	TFPI2	TIAM1	TM4SF1	TMED5	TOPBP1	TRMT61B	TTC39A	TTK	TVP23B	UBA6	USP16	WDR43	WIPF1	XK	ZBTB10	ZBTB11	ZCCHC2	ZNF107	ZNF267	ZNF43	ZNF430	ZNF84
ERBB2_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ERBB2_UP.V1_UP	ABCC3	ABCG1	ACHE	AKR1B10	AKR1C2	ALDH4A1	ALDOC	ANGPTL4	ANKMY2	ANXA6	APH1B	APLP1	APOBEC3B	AQP3	ARNT2	ASPH	ATP6V0A4	ATXN1	B3GALT4	BACE2	BCAM	BCL3	BCL6	BMPR1B	BNIP3L	C1orf115	CA8	CADPS2	CAMK2N1	CAPN2	CAPN5	CAST	CDS2	CEACAM5	CEACAM6	CEMIP	CHST11	CLMN	CNOT8	CREB3L2	CRLF1	CSGALNACT1	CSTA	CXADR	CXCL8	CXCR4	CYP1A1	CYP1B1	DAB2	DBNDD2	DHRS7B	DNAJC4	DOCK10	DRAM1	DUSP4	DUSP6	EDN1	EGLN3	ENO2	EPAS1	EPB41L4A	EPHX1	ETV5	FADS2	FAM174B	FER1L4	FGF13	FGFR4	FMO5	GABBR2	GALNT12	GAMT	GBF1	GDF15	GDPD3	GNAI2	GRAMD2B	GUCY1A1	GUCY1B1	HEY1	HOXB7	HSD17B11	HSPA2	IL1R1	ITGB4	ITGB6	KCNMA1	KCNN4	KIAA0513	KMO	KRT7	KRT81	LAMB2	LIMCH1	LMO3	LOXL1	LRP5	MALL	MAOA	MAPRE3	METRN	MGAT4A	MIA3	MPI	MPZL2	MSX2	MUC1	MVD	MXRA7	MYO1D	NDRG1	NHERF2	NIBAN1	NME4	NNT	NOTCH3	NPC2	OPN3	P4HA2	PACS1	PACSIN3	PAPSS2	PARM1	PCDH1	PCDH8	PCOTH	PCSK1N	PDE4B	PDE4D	PGPEP1	PLEKHB1	PLPP1	PLPP2	PNRC1	PPP1R3C	PRPS1	PTGER4	PTMS	PTOV1	PTPRE	PTPRU	RAB5C	RFTN1	RPRM	RRAGD	S100A6	S100P	SAT1	SCAMP4	SCCPDH	SDCBP	SEPTIN10	SERHL	SERHL2	SERPINA1	SGPP1	SH3GLB2	SLC12A2	SLC2A10	SLC6A6	SLC9A6	SOX9	SPAG4	SPTBN2	ST6GALNAC2	ST8SIA4	STIP1	TBC1D8	TCEA2	TENT5C	THEM6	TNFRSF11B	TNFRSF21	TNNT1	TPK1	TSPAN1	TTC9	ULBP2	UPK1A	UPK2	UPK3B	UROS	VASP	VEGFB	VIPR1	VTCN1	VWA1	WIPI1	ZNF365	ZNF467
ESC_J1_UP_EARLY.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ESC_J1_UP_EARLY.V1_DN	ACTA1	ADAM23	ADAP2	AMH	ANGPTL4	ANXA1	ANXA3	ANXA5	AP4M1	APOBR	ARHGAP35	ARHGEF10L	ATF5	ATP9B	B3GALT6	BAG5	BCL3	BLOC1S4	BLTP3B	BMP1	BMP4	BMS1	BRWD1	C11orf24	C16orf74	C19orf48P	CCDC59	CCN1	CEBPD	CENPB	CIRBP	CNN1	CORO2A	CRYL1	CTRB1	DAPP1	DBR1	DCLRE1B	DIMT1	DNAJC24	DNAJC30	DPYSL5	DRD4	DUSP6	EDN1	EGR1	EMP2	ENTPD4	EPOP	ERAS	ERF	ETV4	FAM118B	FBXO33	FETUB	FGF17	FGF18	FKBPL	FOXD3	GAP43	GBP1	GBP2	GBX2	GID8	GNA14	GPATCH4	GSPT2	H2BC4	HASPIN	HYAL2	ID1	ID3	IGFBP3	INHBB	JUNB	KLF1	KLF13	KLF4	KTI12	LALBA	LAMA1	LAMC2	LIMS2	LLPH	LPP	LTB	LUC7L3	MAD1L1	MAPK7	MAPT	MDN1	MED6	METTL13	MRAS	MRPS11	MTG2	MVK	MYC	MYL9	NAB2	NAPSA	NIFK	NINJ2	NOL12	NSUN4	NUDT11	PACRGL	PAFAH2	PHB1	PPCS	PPP1R1A	PPP2R3A	PTGIS	PTPN22	QSER1	RAB33A	RAMP1	RECQL	REEP6	RELB	REM2	RIOK2	RNASE4	RNASEL	RPP25	RPS6KB2	RRP12	RRP8	SAP30BP	SERPINE1	SFN	SLC16A2	SLC30A1	SLC35G3	SLC66A1	SOCS3	SPRY4	STAT3	STK4	SYT12	TAGLN	TCF15	TFEB	TGM1	TGM3	TLE4	TLR9	TMC6	TMEM121	TMEM98	TNFRSF12A	TPD52L3	TRAIP	TREM2	TREX1	TRIB3	TRPS1	TSPYL4	UBA7	UBE2J1	USP38	UXT	VAX2	VPS33B	VWA5A	WSB1	ZBP1	ZBTB21	ZFP36	ZFP36L1	ZFP57	ZNF35
ESC_J1_UP_EARLY.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ESC_J1_UP_EARLY.V1_UP	A4GALT	ABCG1	ACSS1	ADCYAP1R1	ADM	ADSS1	ADTRP	ALX3	AMPH	ANGPTL7	APOC4	AQP3	ARMH4	ASCL2	AUP1	BCL2L2	BMP7	BNIPL	BTN1A1	C10orf82	C14orf132	C1orf210	C4BPA	CACNB3	CARD19	CD33	CD47	CD68	CD82	CDH3	CDHR1	CDKN1B	CHRNB1	CIDEB	COL26A1	COLQ	COQ8A	CORO2A	CPPED1	CPT1B	CRELD1	CUBN	CUL4A	CXCL12	CYP2S1	DAB2	DBNDD2	DENND2B	DENND6A	DHRS7	DIDO1	DLL1	DMAC2L	DPP7	DRAM2	DSCAM	ECE2	EDARADD	ENPP5	EPHB3	ETFBKMT	ETFRF1	EVPL	FAM241B	FGF14	FGFRL1	FLT3	FMNL3	FOSL1	FSCN3	FXYD3	GADD45B	GADD45G	GDE1	GIMAP3P	GPRIN1	GPT	GPX6	GRINA	GZMA	HES6	HEY1	HIVEP3	HMX2	HOMER1	ICE2	IL15	IL36RN	IRX2	KANK3	KRTAP13-1	LHX3	LMBRD1	LOXL2	MAG	MEP1B	METTL27	MOCS1	MPP2	MRTFB	MYB	NAAA	NAGA	NAGLU	NAGS	NANOS1	NARF	NCF1	NDRG1	NECAB3	NEK2	NGLY1	NHSL1	NLRP3	NME3	NR1D1	NR1H3	NSG1	P2RX4	P4HA1	P4HA2	PCMTD2	PCSK4	PCTP	PDGFRB	PDK4	PDPN	PHF21A	PHOX2B	PIGC	PIK3R1	PLPP3	POLH	PRSS12	PRSS8	PRXL2C	PTGER4	PTPRCAP	RAB3IL1	RASL11B	RB1	RETREG1	RPL22	SCNN1A	SCRN3	SEMA4G	SERPINE2	SESN3	SHFL	SIL1	SLC18A1	SLC22A13	SLC8B1	SOX15	STC1	TEX101	TEX264	TFF3	THRA	TLE6	TMED3	TMEM106C	TMEM38A	TMEM94	TPGS1	TRAFD1	TRIB2	TSHZ1	TSPAN1	TTR	TXNDC16	TYMP	VPS35L	VSIR	ZBTB16	ZBTB7C	ZFPM2	ZIC2
ESC_J1_UP_LATE.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ESC_J1_UP_LATE.V1_DN	ACACB	ACTN3	ADAM23	AMH	ANGPTL4	ANKRD10	AOAH	ARMC6	ATPAF2	BCL3	BHLHE40	BMS1	CALML4	CAMKK1	CAVIN1	CIRBP	CLTB	CORO1A	CRCP	CRMP1	DAPP1	DBR1	DDC	DDX27	DDX3Y	DDX49	DHODH	DLC1	DNAJC24	DNASE2	DOC2A	DPYS	E2F8	ECH1	EDN1	EGR1	ENDOG	ERAS	ERCC6L	ETV4	EVC	EXOSC1	FGF17	FGF18	FOXN4	GAP43	GBX2	GEMIN2	GFPT2	GLI1	GLI2	GNG3	GPATCH4	GPX2	GSPT2	GYS1	HARS2	HCK	HELB	HOOK2	ICAM1	INA	INTS6	ITGB7	JAM2	KLF4	LCK	LMNB2	MAPK7	MCF2	MDN1	MED11	MMP11	MORC1	MRAS	MRPL18	MRPL19	MSANTD2	MSRB2	MTG2	MVK	MYC	NAA10	NAPSA	NEFH	NGFR	NIBAN1	NIFK	NNAT	NOBOX	NPHS1	NR0B1	NSUN4	NTN1	NXF1	PASK	PCOLCE	PCOLCE2	PDGFC	PDSS1	PHB1	PHLDA2	PIH1D1	PIK3R4	PLA2G1B	POLA1	POLE	POLR3K	PPCS	PPIL4	PPP4R1	PRKN	PRMT6	PSMA8	PTCH2	PTGIS	PUS7	QSER1	RASGRP2	RASIP1	RIOK2	RNPC3	RPP25	RPP40	RRP12	RRP9	SALL1	SFN	SI	SLC1A5	SLC27A2	SLC4A3	SMARCD3	SNTB2	SOCS2	SOCS3	SPRY4	STAT4	STK4	SULT4A1	SYNCRIP	TAF13	TAMALIN	TBCE	TCEA3	TCF15	TDGF1	TET1	TFEB	TGM1	TGM3	TLE4	TMEM121	TRAIP	TRH	TRPS1	TSPAN17	TTPA	TUBB2B	TUBB3	UXT	VEGFC	VPS33B	WDR75	WWP2	XRCC5	ZCCHC10	ZFP62
ESC_J1_UP_LATE.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ESC_J1_UP_LATE.V1_UP	ABHD5	ADAM10	AFP	AMN	AMOT	ANKRD1	APOA1	APOA2	APOB	APOC2	APOM	APP	ARAP2	ARHGEF28	ATF3	B4GALNT2	BGN	BICC1	BMP2	C1orf210	CA4	CAPN6	CBX4	CCN1	CCN2	CD55	CDC42EP1	CHRNB1	CHST15	CIDEB	CITED1	CITED2	CLDN7	COL2A1	COL4A1	COL4A2	CRIM1	CRYAB	CTSC	CTSH	CUBN	CYP26A1	DAB2	DAZL	DBNDD2	DENND2B	DLK1	DPP4	DRAM1	DSP	EFNA1	ENPEP	ENPP5	ESX1	F3	FARP1	FGB	FGF5	FHL2	FLVCR2	FOXA2	FOXQ1	FRZB	FST	FUT8	FXYD3	GADD45B	GATA4	GATA6	GGTA1	GKN1	GKN2	GLIPR1	GNG12	GPC3	GPRC5C	GPX3	GRINA	GSN	GYG1	H19	HKDC1	HLA-DRB5	HMGA2	HNF1B	HNF4A	HS3ST1	HTRA1	ID2	IGF2	IGFBP4	IRS2	KLB	LAMA1	LGALS2	LGMN	LMBRD1	LMO7	LOXL2	LPAR3	LXN	LY6S	METTL27	MOGAT2	MORC4	MTTP	MYL3	MYO5B	MYO6	MYO7A	NAGA	NEU1	NRK	OCLN	P2RX4	P4HA1	P4HA2	PARM1	PARVA	PCBD1	PCDH1	PDGFRA	PDIA5	PEG3	PGA5	PHLDA1	PLA2G12B	PLXNB2	PODXL	PRICKLE1	PRSS12	PRSS8	PRXL2A	PTH1R	PTPN21	RAB11FIP5	RAB33B	RAB6B	RAMP2	RBP4	RETREG1	RGL3	RHOU	RNF128	RNF130	S100A1	S100G	SEL1L3	SELENON	SELENOP	SERPINE2	SESN3	SGCE	SHROOM3	SLC22A23	SLC39A8	SLC40A1	SLCO2A1	SNAI1	SOAT2	SOX17	SPINK1	SPOCK1	SPP2	SRGN	TAX1BP3	TCN2	TDRD7	TEX101	TEX264	TFEC	TFF3	TGFBR3	TMED3	TMPRSS2	TNFRSF12A	TNNT1	TPCN1	TTR	TUFT1	UNC5B	VAMP8	VIL1	WLS	ZDHHC9	ZFPM1
ESC_V6.5_UP_EARLY.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ESC_V6.5_UP_EARLY.V1_DN	ABCA2	ABCA7	ACTA1	ADAM21	AEBP1	AHNAK	ALCAM	ALX3	ANXA1	ANXA2	ANXA3	ANXA5	APP	AQP3	AXL	B2M	B4GALT7	BAG5	BCAN	BCL3	BGN	BHLHE40	BMP4	BTNL10P	C16orf74	C16orf89	C3orf70	CACNA1E	CADPS	CALD1	CALML4	CAMK4	CAPN2	CARD14	CAV1	CAVIN1	CAVIN2	CCDC34	CCDC80	CCN1	CCN2	CD37	CD44	CDC42EP1	CFB	CIZ1	CMTM7	COL11A1	COL16A1	COL1A1	COL1A2	COL3A1	COL4A1	COL4A2	CPE	CRY2	CSRP1	DDHD1	DEGS2	DSP	EMP1	ESRRA	F2RL1	FAP	FBLN2	FBXO28	FBXO6	FGF17	FGF2	FHL2	FZD5	GAP43	GASK1B	GBP2	GBX2	GIMAP3P	GJB3	GJB5	GPX2	GSN	GSTP1	GYS1	HBEGF	HES7	HTRA1	IGF2	IGFBP3	IGFBP7	INHBA	INHBB	JUNB	KCNA1	KIF18A	KIT	KLF4	KLK10	KLK11	KRTAP13-2	LAMA1	LAMC2	LBP	LOX	LOXL1	LTBP3	LY6S	MAPK13	MGP	MOGAT2	MRAS	MYO7B	NAB2	NID1	NTN1	NUPR1	PARVA	PBX1	PCOLCE	PKD1L3	PLAU	PLCL2	PMP22	PNRC2	PRCC	PTGR3	RASSF8	S100A4	S100A6	SCARA3	SERPINE1	SERPINF1	SERPINF2	SFN	SLC39A1	SLC41A3	SLC5A5	SLC8A3	SMARCD3	SNTG1	SOCS3	SP5	SPINK1	STARD8	SULT1E1	TAGLN	TBXT	TFEB	TGFB1I1	TGM1	TIMP2	TM4SF1	TNC	TNFRSF12A	TRIM54	TSHZ2	TTYH2	TUBB6	UBD	UTS2	VAC14	WSB1	YES1	ZBTB32	ZFP36L1
ESC_V6.5_UP_EARLY.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ESC_V6.5_UP_EARLY.V1_UP	ABCC6	ACSS1	ADAM1B	ADAMTSL4	AGER	AIRE	ANKRD2	AQP2	ARAP1	ARHGAP27	ARHGEF16	ARHGEF3	ARID3B	ATP8B2	B4GALNT2	BBX	BMP10	C9	CA4	CACNG3	CASTOR3P	CCNK	CELSR3	CEP131	CGNL1	CHD7	CLEC11A	CORT	CRAT	CSNK1G1	CYP27A1	DACH1	DEPTOR	DLC1	DLL3	DOC2A	DRC1	ECE1	EFNB2	EGLN3	ENG	ENPP2	ENTREP3	ERCC2	ETFBKMT	F13A1	FBP1	FBXW12	FGF5	FOXQ1	GABRR2	GADD45G	GATAD2B	GDPD3	GPA33	GPD1	GPR153	GPRC5B	GRM8	GSTT2	HDAC11	HES6	HIGD1C	HIVEP3	HTRA2	IFNA2	IGSF8	IRX2	ITIH3	KCNC1	KIF21A	KLC2	KLF13	LEF1	LIMD2	LIPF	LPAR4	LRIG1	LTF	MAGI3	MARCHF9	MAST3	MBD4	MBOAT1	MDFI	MGA	MLLT1	MYB	NARF	NCOA2	NME3	NRL	OCLN	ODAD1	OPRD1	OTUD7A	OTX2	PARP6	PCP4	PCYT2	PDZK1	PHF21A	PKDREJ	PMFBP1	POU3F1	PRICKLE1	PRKACB	PSMB9	PTK7	PTPN23	PURB	RAI1	RASAL2	RNF123	RPRD2	RUNX1	RYR3	SASH1	SATB1	SCAP	SELENOP	SGTB	SH3RF1	SIMC1	SLC16A3	SLC23A1	SLC29A4	SLC35G3	SLC5A11	SMPD2	SOX11	SP1	SPEF1	SPOCK2	SSX2IP	STIM1	SUV39H2	SYT3	SYT8	SYTL2	TCEAL1	TERT	TEX2	TEX9	TMCO4	TMEM121	TMEM158	TMEM186	TMEM42	TNFRSF1B	TNRC6B	TRIM43B	TTPA	VEGFB	VPS39	WDFY3	WIPF1	WNT3A	WT1	ZDHHC6	ZG16	ZMAT5	ZNF771	ZNF865	ZNG1A	ZPBP
ESC_V6.5_UP_LATE.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ESC_V6.5_UP_LATE.V1_DN	ABCA2	ACACB	ACOT8	ACTN3	ADA	ANGPTL4	ANXA1	AOAH	AP4M1	ARMC6	ATF1	AVPI1	BCL3	BDH1	BGN	BID	BIRC6	BNIPL	BSCL2	C11orf24	C16orf74	C16orf89	C19orf48P	CAAP1	CALML4	CAVIN1	CBR3	CBX7	CBY1	CD38	CHAC1	CLTB	CRCP	CRMP1	CTH	DAPP1	DBR1	DCLRE1B	DDX4	DDX51	DEDD2	DIMT1	DPPA2	DYRK3	E2F8	ECH1	EEF1AKMT1	EMP1	EPOP	ERAS	ESRRB	ETV4	EXOSC1	FAM169A	FASTKD2	FBLN2	FBXO15	FGF17	FOXD3	FTSJ3	FZD5	GADD45A	GBX2	GDF3	GEMIN2	GGCT	GIMAP3P	GJB3	GJB5	GLI1	GLI2	GPA33	GPATCH4	GPX2	GYS1	HADHB	HES7	HMCES	ICAM1	INHBA	INHBB	ITGB7	JAM2	KAT2B	KAT6B	KCNA1	KIF18A	KLF4	KLK10	LCK	LGALS3	LOX	MANBA	MDN1	MED29	MGP	MORC1	MPC1	MRAS	MSC	MSRB2	MTG2	MYC	NEFH	NEFL	NOL12	NOTUM	NPHS1	NR0B1	NUPR1	OLIG2	PCOLCE	PCOLCE2	PDE12	PDGFC	PDSS1	PHB1	PLA2G1B	PLEKHA4	PLK3	POLA1	PRADC1	PRCC	PRX	PSMA8	PTCD1	QTRT2	RASGRP2	RASIP1	RBM43	RIOK2	RPP25	RRP12	RRP9	S100A4	S100A6	SEMA4B	SEPTIN1	SERPINE1	SFN	SGK1	SLC27A2	SMPDL3B	SOCS3	SPP1	SPRY4	SPTBN4	SULT4A1	TAF1C	TASOR2	TCEA3	TCF15	TEX14	TEX19	TFEB	TGM1	TIMP1	TLE4	TM4SF1	TMEM79	TRIB3	TRMT1L	TTC39B	TTYH2	TUBB3	UFM1	VAC14	WDR46	WDR75	ZBTB21	ZBTB32	ZBTB8A	ZC3H8	ZCCHC10	ZFP1	ZFP42	ZFP57	ZMYM3	ZNF428	ZNF616
ESC_V6.5_UP_LATE.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ESC_V6.5_UP_LATE.V1_UP	AFP	AMOT	ANKS1A	APLNR	APOA1	APOB	APOC2	APOM	APP	ARF5	ARFGAP3	ARHGEF16	ARID3B	ARMH4	BAIAP2L1	BBX	BMP2	BPNT2	BVES	CA4	CAPN6	CASTOR3P	CCNG2	CD55	CDH2	CHST15	CITED1	CLDND1	CMTM8	COL2A1	COL4A1	COL4A2	CTDSPL	CTSH	CUBN	CYBA	CYP26A1	DAB2	DCXR	DKK1	DPP4	EFNA1	EGLN3	EOMES	EVX1	FAM107B	FARP1	FBXL20	FGB	FGF5	FGF8	FGFRL1	FOXA1	FOXA2	FOXQ1	FRAT2	FRZB	FXYD2	FZD2	FZD8	G6PC3	GAS1	GATA4	GATA6	GATAD2B	GPC3	GPRC5C	GPX3	GRIK5	GRINA	GSC	GYG1	H1-0	H19	HEXA	HEY1	HLA-H	HNF1B	HPN	IER5	IGF2BP2	KDELR3	KIAA0930	KIF21A	LCP1	LGMN	LHX1	LIMD2	LMBRD1	LOXL2	LPIN2	MACROD1	MFAP2	MICU1	MOGAT2	MOSPD1	MSX2	MTTP	MYL3	MYLIP	MYO6	NAGLU	NARF	NDRG1	NENF	NEPNP	NRK	NUDT11	OCLN	OPN3	OTX2	P4HA1	P4HA2	PARM1	PCMTD2	PDLIM3	PDZRN3	PITX2	PJA2	PKDCC	PLAGL1	PLOD2	PLXNB2	PODXL	POSTN	PRICKLE1	PRKACB	PRSS12	PRSS8	PRXL2A	PTH1R	PTPN13	PURG	RAI1	RAMP2	RASAL2	RBP4	RECK	RETREG1	RGL3	RHOU	RIPK4	RNF128	RNF130	S100G	SAMD8	SATB1	SCCPDH	SEL1L3	SELENON	SELENOP	SGCE	SH3RF1	SIL1	SIX5	SLC22A23	SLC27A3	SLC39A8	SLIT3	SMIM14	SMPD2	SOAT2	SOX17	SPOCK2	SPP2	SRGN	STX2	STX7	TCN2	TMEM98	TMPRSS2	TNNC1	TNNT2	TRAPPC6A	TRIM43B	TSPAN7	TTR	UNC5B	VAMP8	VEGFB	VIL1	WLS	ZDHHC9	ZFPM1
GCNP_SHH_UP_EARLY.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCNP_SHH_UP_EARLY.V1_DN	ACSS1	ADAM7	ADCY9	AGTR2	AKR1C4	AMOTL2	ANKRD44	ASPH	BPIFB1	BTC	BTD	C4BPA	CALCR	CAMLG	CBFA2T3	CBX1	CCL2	CCL27	CCR2	CCRL2	CD38	CDK5	CDK5RAP3	CFB	CITED2	CNGA2	CNN1	CPT1A	CRABP2	CRYBG1	CRYGS	CYBA	CYP27B1	DBP	DCAF8	DDB1	DDX3Y	DEFA1	DLK1	DPPA4	EEPD1	EGR1	ELMOD3	EMP1	EOMES	ERO1B	ETS1	FAM241A	FOXA1	FRMD5	GABRA1	GABRD	GAPDHS	GBP7	GCSAM	GDF3	GLB1L	GNA14	GPR19	GRIN1	GUSB	H2BC21	HAS2	HES1	HOXB3	HOXB9	HTR1A	HTRA3	ID2	IER2	IFNG	IL1R1	IRF3	ITGA4	JAM3	JPH3	KIAA1217	LAMB3	LAT2	LCLAT1	LCP1	LGALS9	LIN9	LRRC23	LRRC57	LSR	LTBP3	LYST	MAF	MAN2B1	MAP2K1	MAP3K12	MAP4K4	MERTK	MGP	MIIP	MIPOL1	MST1R	MX2	MYO5B	MYRF	NLRX1	NOTCH1	NPPB	NR4A2	NR5A2	NR6A1	NSUN3	NUB1	PCBD2	PCP2	PDE1B	PEPD	PEX7	PHLDB2	PIGT	PITX2	PLA2G10	PLA2G4A	PLK2	POLD4	POPDC3	PPFIBP2	PPP2R3C	PPY	PTGER3	RABAC1	RAG2	RAMP1	RRAGD	RSPO2	S100A9	SETDB1	SEZ6	SH3BGR	SIM1	SIX4	SLC22A6	SLC43A3	SLC6A4	SLC7A3	SMYD5	SOX18	SRRM2	STS	TAF15	TASOR	TERF2IP	TIRAP	TM2D1	TM4SF1	TMEM160	TMEM176A	TMPO	TXLNG	UBTF	UIMC1	UPK3B	URI1	UROS	VAV1	VPS54	WIPF1	WWC2	XIAP	ZNF436	ZNF518B
GCNP_SHH_UP_EARLY.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCNP_SHH_UP_EARLY.V1_UP	ABCB10	ADAMTS1	ADCY6	AFF4	ANKRD13C	ANLN	ARHGAP8	ARHGEF1	ARL5A	ATF1	ATL2	AURKA	AURKB	AZIN1	BCKDHA	BEX4	CCNJ	CD276	CD2BP2	CD55	CDC23	CHEK1	CKS2	CLCN6	CLIP4	CNOT2	COX7B	CR2	CSF1	CXorf38	CYP2C19	DARS1	DCAF1	DCPS	DHFR	DHODH	DIO1	DNAJC3	DOLPP1	E2F3	E2F8	ELOVL2	EPB41L4B	FAM220A	FBXO45	FCGRT	FEN1	FIP1L1	FNBP4	FNTB	FOSL1	FOXK1	FTSJ3	GGPS1	GNL3	GPATCH2	GTF2H1	HDGFL1	HLA-H	HMGCL	ICAM5	IGHV3-66	INTS7	IRF5	IRF6	JMJD8	KBTBD7	KCNJ4	KIAA2013	KIF1A	KIF1B	KIF4A	KIFC1	KRT26	KRTAP6-3	LARP7	LATS1	LBR	LOXL2	LUC7L2	LUC7L3	MAN1A1	MAPK14	MATR3	MBL2	MBTD1	MCM10	MCM5	MCM6	MLLT10	MPDZ	MRE11	MRPL50	MRPL9	MSH6	MT4	MTA1	MYB	MYT1L	NABP1	NAP1L1	NCAM2	NEK9	NR0B1	NTHL1	NUP107	NVL	OVGP1	OXNAD1	OXSM	PARG	PDS5B	PHTF2	PLCG2	POLA2	PPP1CB	PRC1	PRMT9	PUM2	RBBP6	RBM39	RC3H2	REG1A	RETN	RGCC	RHPN2	RIMKLB	RLIM	RNF103	RPL39L	RRM1	RUNX1T1	RYK	SDC3	SEC62	SEH1L	SGO1	SHC1	SHE	SLC23A2	SLC27A1	SLC35E1	SMC2	SNAPC2	SNORD22	SOX10	SPDL1	SRSF1	SRSF10	STAG2	STAT5A	STRN3	STYX	TBP	TIA1	TINF2	TMEM250	TMPRSS2	TNNC2	TNPO1	TOP2A	TOP2B	TRAIP	TSHB	TYMS	UBE2T	UPF3B	UQCC1	VHL	VPS4B	WFDC21P	XPO1	ZNF708	ZZZ3
GCNP_SHH_UP_LATE.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCNP_SHH_UP_LATE.V1_DN	ACOT1	ACTN4	ACVR1	ADAM7	ADCY9	ADH1A	ADRB2	AGER	AGTRAP	AMOTL2	ANKRD33B	ANXA7	ARAF	ARG1	ARID3A	ART5	ATAD3A	AXIN1	B3GAT3	BCL2L2	CCDC71L	CD276	CD52	CDCP1	CDHR5	CLCN6	CLRN3	CNGA2	CNN1	CNN2	COX6A2	CSF2RBP1	CX3CL1	DDA1	DHODH	DHRSX	DLG4	DLX5	DOK1	DPPA5	DSCR8	EBI3	EDN1	EEPD1	EIF4ENIF1	EIF6	ENPP1	EPB41L4B	EPHA3	EPHB6	ESRP1	EYA1	F8A1	FAHD1	FAM111A	FCGRT	FMO1	FOXD3	FRRS1	FZD9	GCM2	GJB6	GLA	GNPTAB	GP1BA	GPR3	GRB7	GRIN2C	H2AJ	HSPG2	HTR3A	HYOU1	IKBKG	IL4R	IRF9	ITGA7	ITGAE	KANK3	KLK6	KLK8	KPNA1	LAMC2	LGALS2	LGALS4	LORICRIN	LSR	LTA	LTC4S	LYSMD1	MAN2B1	MAP3K2	MDFI	MED12	MEF2A	MIIP	MLLT1	MRPL3	MUC3A	MYORG	NACC2	NBEAL2	NCOA6	NCOA7	NDUFA10	NECAP2	NMI	NPTN	NRP2	NTHL1	NUDT1	OGG1	PAK4	PARP8	PDCD7	PDZK1IP1	PEMT	PIP5K1A	PITPNM1	PITX3	PLD2	POLD4	PPFIA4	PPM1M	PSMB8	PTGER4	PTH1R	PTPN18	PTPRJ	PTPRU	PUS1	RAB34	RBBP6	RBKS	REX1BD	RHD	RMDN3	S100A11	S100A13	S1PR1	SAT1	SELL	SERPINF1	SH3BGRL2	SLC11A1	SLC19A1	SLC25A45	SLC25A47	SLC2A1	SLC30A3	SNX21	SOX18	SSBP4	STX1A	STX2	STX3	TBC1D1	TCEA2	TGFB3	TMEM214	TNNC1	TNNC2	TTC23	TUBA4B	UBE2V2	UBE3C	VEGFC	VIPR2	VNN1	VSNL1	WIPI2	WLS	WNK2	WWC1	ZC3H12C	ZDHHC5	ZFYVE19	ZIK1	ZNHIT2
GCNP_SHH_UP_LATE.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GCNP_SHH_UP_LATE.V1_UP	AARD	ABCE1	ARIH1	ARL5A	ASB3	ATAD2B	AURKA	AURKB	BOK	C1orf174	CASD1	CASP4	CCND2	CCR2	CD5	CD6	CD80	CDC25A	CDC25C	CDCA7	CDK1	CFDP1	CHEK1	CHP1	CKS2	CLCN5	CLIC4	CLIP4	COIL	COPB1	COX7B	CREM	CUL4A	CYP4B1	DCAF1	DDX39A	DDX3X	DES	DIDO1	DLGAP5	DNM1L	E2F8	EIF2A	EIF3A	ELAVL2	ELOVL2	FANCC	FANCM	FBXO11	FMR1NB	FOXA1	FRMD6	FTSJ3	GALNT3	GART	GBP2	GFM2	GNL3	HIGD1A	HNF1A	HNRNPA3P1	HNRNPU	HSPB2	IDH2	IGF2	INCENP	IVNS1ABP	KIF2C	KIFC1	KRTAP6-3	LARP7	LBR	LEFTY1	LIG1	LLGL2	LOXL2	LRRC23	LUC7L3	MAGOH	MAP3K7	MATR3	MBD2	MCM10	MCM4	MCM5	MCM6	MDN1	METAP1	MIOS	MIS18BP1	MOB1A	MPHOSPH10	MRPL18	MRTO4	MUC1	MYB	NAA15	NAA30	NECTIN2	NKX2-2	NOP56	NPAS1	NPM1	NPTX1	NR5A2	NTMT1	NUSAP1	NXF1	P2RY2	PAN2	PBDC1	PCNT	PCSK2	PFDN6	PHTF2	PIK3CA	PLEKHA7	PLK2	POLA2	POLRMT	PRC1	PSMC3IP	PSME4	PTCD3	PTPRC	PTPRCAP	RAG2	RLIM	RRM1	RRM2	RYK	SACM1L	SARDH	SDC2	SERPINB9	SFRP1	SGO1	SINHCAF	SIX4	SLC12A1	SLC23A2	SLC29A1	SLC7A6	SLTM	SMC2	SMC4	SMIM11	SMIM20	SOCS2	SPATA5	SPOP	SQOR	SRSF1	SRSF10	SSX2IP	STRN3	SYT4	TARDBP	TEAD3	THOP1	TIMM8A	TK1	TM9SF3	TMOD3	TNFSF10	TNFSF11	TOP2A	TOP2B	TRIP13	UFD1	UNG	USP39	VCAN	VPS4B	XPO1	YTHDF3	YWHAE	ZFX	ZKSCAN1	ZMYM6	ZNF638
GLI1_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GLI1_UP.V1_DN	ACSL6	BTBD16	CACUL1	CCNL2	CD2AP	ESYT1	FOLR1	GTDC1	OPN3	PPIL1	RNF10	RUNX1	SEPTIN9	SLC22A1	SPECC1	YIPF1	ZMYND11
GLI1_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GLI1_UP.V1_UP	BMERB1	C7orf50	CCND2	FEM1A	IFT74	IGFBP6	JCHAIN	LMO7	M6PR	NPHP1	PLPP6	PPT2	PRKD3	PTH1R	SAR1A	SGTA	STAU1	TMOD3	TRIM23	TXNDC12	WEE1	YBX1	ZBTB16	ZC3H18
HINATA_NFKB_IMMU_INF	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HINATA_NFKB_IMMU_INF	CD83	CXCL2	CXCL3	CXCL6	CXCL8	ICAM1	IL1B	IL6	IRF1	NFKB1	NFKBIA	OLR1	PTX3	RELA	TNFAIP2
HINATA_NFKB_MATRIX	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HINATA_NFKB_MATRIX	ARHGDIA	CD9	FN1	KRT7	LINC01191	MMP1	MMP14	RAC1	RND3	SERPINB2	SERPINE1
HOXA9_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXA9_DN.V1_DN	ACP3	ADM	AGO2	AIDA	ALDH1A3	ALDH5A1	ALDOC	ALKBH1	ALOX12	APOBEC3B	ARHGAP11A	ARRB1	ATAD2	ATF5	BCAT1	BFAR	BHLHE40	BRCA2	C1orf112	CBS	CCNK	CD300A	CDC45	CDC6	CDT1	CEP55	CIDEB	COCH	COL9A3	CPNE3	CRIP1	CSRP3	CST7	CYP51A1	DCTN4	DHCR7	DLX5	DUSP7	E2F8	ECH1	EEF1AKMT3	EGR1	ELOVL6	EPB41L2	EPS8	ERG28	ERO1A	EXOC1	EXOSC5	FADS1	FADS2	FANCG	FANCI	FANCL	FCGR2A	FCGR2B	FCGR2C	FKBP5	FZD6	GABRA4	GADD45GIP1	GINS1	GINS3	GINS4	GK3	GMCL1	GNA13	GPATCH2L	GPM6B	GRB10	H1-10	H1-4	H3C2	HACD1	HELLS	HHEX	HILPDA	HMGCR	HMGCS1	HMGN5	HOXA5	HOXA9	HSPA6	IGFBP2	INAVA	ITGA4	ITGB5	KCTD15	KCTD20	KLHL7	LMAN1	LPCAT3	LRRC37A4P	LSS	MACROD1	MCM10	MCM3AP-AS1	MEIS1	MEN1	METTL16	MEX3D	MFAP4	MICB	MPI	MSMO1	MT1G	MVD	MYO1B	NCAPD2	NDC1	NELFCD	NELFE	NET1	NFATC3	NME4	NOTCH2	NPR3	NPTX2	NPY	NRGN	NUTF2	ORC1	PARVB	PDK1	PER2	PFAS	PHLPP1	PLAGL1	PLK4	POLR1G	PRIM2	PSIP1	PTER	RAB33A	RB1	RBM38	RFWD3	RGS1	RGS16	RHOBTB3	RNASEH2A	RNF144A	SAR1A	SAV1	SCAMP4	SERINC5	SHMT1	SLC1A5	SLC25A1	SLC29A1	SLC29A2	SLC2A3	SLC2A5	SLC38A1	SLC7A2	SLITRK5	SMAGP	SNAPC3	SOX18	SP1	SPON2	SPP1	SPRY2	SQLE	SREBF1	SSR3	STAG3L1	STAM	SV2A	TAF4B	TBC1D30	TBL1XR1	TBXA2R	TES	TEX15	TEX264	TIPIN	TMCO6	TMEM106C	TMEM45A	TOMM34	TRIB3	TRMT2B	TSC22D3	UBE2E3	VEGFB	WBP2	XK	ZIC1	ZNF395
HOXA9_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOXA9_DN.V1_UP	ACTA2	ACYP2	ADA2	ADAM9	AGTPBP1	AKIRIN1	ANKRA2	ANKRD46	ARHGAP26	ARHGEF3	ARL4C	ASCC3	ATXN1	BAX	BLTP3B	BST1	CARD9	CCNA1	CCR2	CD209	CD84	CD86	CDK2AP1	CDK8	CHI3L1	CHUK	CLK4	COL6A3	COQ10B	CRISPLD2	CRY1	CSNK1G3	CSPG4	CTSL	CXCL8	CXCR2	CYFIP2	CYLD	CYP1B1	CYTIP	DHX29	DICER1	DYNLT3	ENTPD4	ERLIN2	FAM98A	FAS	FBXL5	FCER1G	FCER2	FCGRT	FDXR	FGL2	FNDC3A	FNDC3B	FOS	FRAT1	FRY	FUCA1	FYN	FZD2	GADD45A	GALC	GALNT7	GAS7	GDF15	GLIPR1	GNS	GPR137B	GPR18	GPR183	H2AC6	H2BC12	H2BC12L	H2BC5	H2BC9	HDAC4	HLA-DMA	HLA-DRA	HPSE	ICAM3	IER5	IFFO1	IFI16	IFI30	IFT57	IFT74	IL10RA	IL13RA1	IPCEF1	ISG15	JAK2	KIAA0232	KIFBP	KLF4	KMT5B	LPAR6	LY96	LYSET	MAP4K4	MARCHF2	MCUB	MNDA	MPO	MS4A3	MS4A4A	MS4A6A	MSRB1	MYOF	NAGK	NCF2	NDFIP1	NGRN	NOD2	NUP58	OAT	OSTM1	OTULINL	PAQR3	PARP12	PECAM1	PHTF2	PIK3R3	PLAA	PLK2	PTGER4	PTPRE	RABAC1	RBM47	RCBTB1	RCBTB2	RNF11	RNF130	ROGDI	RPS6KC1	S100A8	S100A9	SAMHD1	SAR1B	SCHIP1	SCPEP1	SERPINB8	SESN1	SGK3	SHTN1	SLC22A18	SLC22A4	SLC26A2	SLC30A1	SLC35D2	SLC39A6	SLC46A3	SNX10	SORL1	SRD5A1	ST3GAL6	STK39	STX12	TAX1BP3	TDRD7	TFEC	TGM5	THBD	THBS4	THEMIS2	TICAM1	TIGAR	TNFRSF10B	TOB1	TP53I3	TP53TG1	TPK1	TRIM22	TRPM4	TSEN34	TSPOAP1	TWF1	TYMP	TYROBP	UBE2W	UGGT2	USP15	VASH1	VCAN	XPC	ZCCHC2	ZFYVE16	ZMAT3	ZNF107	ZNF271P	ZNF277	ZNF394
IL15_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IL15_UP.V1_DN	ABCD2	ACTN2	ADAM12	ADAM29	ADAMTS2	ADGRL4	ADRA1B	AFDN-DT	AKAP5	AMELY	APOBEC1	ARHGEF10	ARL4C	ASPHD1	ATP10B	ATP6V0A4	ATP8A1	BCL2L10	BEST2	BICDL1	BRME1	C14orf132	CACNA1E	CACNG3	CCNG2	CCR2	CD177	CD72	CDKN1C	CEACAM7	CFAP44	CHIT1	CLDN11	CLEC2B	CLGN	CNTN1	CNTNAP3B	CRHBP	CRYGB	CST2	CUX2	CYB5R2	DACT1	DEPTOR	DNAI2	DOCK3	DOK3	DTNB	EBF2	EFNA1	ENSG00000291006	ENTPD5	EPS8	ERC2	ETV2	EVI2A	EYA1	FAM124B	FASLG	FLG	FRMD1	FSTL3	FUT2	FZD2	GALR3	GDNF	GEM	GFI1B	GLRA2	GNAT2	GOLPH3L	GPC4	GPR35	GPRASP3	GPX2	GUCY1B2	H3C12	HBP1	HOXD13	HTR2B	HYAL4	ID2B	IGLV2-14	IL22RA1	IL4	IRAG2	JCAD	KCNC4	KCND1	KCNIP2	KCNQ1	KCNS1	KIZ	KLHL35	KRT2	LGALS4	LGR4	LINC01558	LIPF	LRP2BP	LRRC37A	LYVE1	MAP2K6	MEOX1	MFSD13A	MISP	MMP19	MTARC1	MTARC2	MYH7B	MYLK	NKX2-5	NPY5R	OR2F2	OR7A17	OSR2	PARP11	PBXIP1	PCDHB3	PDCD4	PGLYRP4	PIK3IP1	PLCL1	PNRC1	POU1F1	PRDM11	PRDM14	PRKG1	PROM1	PRSS16	PTGDS	RAB6B	RASL12	RETN	RHOBTB1	RIN2	RLN2	RNASE2	RPL3L	S100A3	SCN3A	SEC14L2	SELP	SEMA6D	SEPTIN10	SERPINA5	SESN1	SIGLEC15	SLC17A1	SLC25A31	SLC26A3	SLN	SLPI	SNAI2	SNRPN	SOX15	SPAG4	SPATA1	SYT1	TAAR2	TANC2	TAS2R1	TAS2R9	TASL	TBC1D2	TCEAL4	TCN1	TG	TGFB1I1	TGM3	TMEM35A	TMPRSS11D	TNFAIP2	TNFRSF11A	TNS3	TOM1	TRPM6	TSC22D3	TSPAN32	TXNIP	VWA7	VWF	WNT4	ZBTB44	ZNF571
IL15_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IL15_UP.V1_UP	ACVRL1	ADAM19	AHR	AIM2	AK4P3	AMD1	ANKRD36BP2	AP3M2	APLP1	APOBR	ATOSB	BMP2	C19orf73	C9	CALML4	CALML5	CAPN10	CCDC85B	CCL21	CCL4	CCNE1	CD69	CDC25A	CDH3	CENPT	CISH	CLSTN3	CNNM4	CPA4	CXCL12	CYP7A1	DGKG	DHRS3	DLX2	DUSP2	DUSP4	DUSP6	ECM1	EGR1	EGR2	EGR3	ELMO3	ETV4	FAM215A	FAM3C	FLT3LG	FOS	FOSL1	FOXP3	FUT5	FZD5	GADD45B	GPT	HABP2	HEG1	HK2	HOXC8	HRH3	HS3ST1	HS3ST3B1	HSD17B14	IL10	IL13	IL18RAP	IL1A	IL5	INHBB	IRF2BP1	IRS1	JUNB	KANK3	KCNJ2	KCNJ9	KCTD12	KHDRBS3	KIF1C	KIF21B	KRT13	L1TD1	LGALSL	LIF	LILRB4	LIME1	LLGL2	LRP8	LSP1	LTC4S	LYL1	MAF	MAFF	MAFK	MED26	MFSD12	NEUROD4	NOP2	NOX4	NR2F2	NUDT13	OR7C1	OR7E47P	OSM	PAK6	PALS2	PAX1	PDE4A	PER2	PIM1	PIM2	PLAC4	PLEC	PLXNA3	PMM2	PNMT	PNO1	POLR1G	POLR3G	PPP4R3B	PRM1	PRSS2	PSG4	PTCH1	PTGER3	PTH1R	PTPN7	PUS1	PUS7	PYCR3	RAB11FIP1	RAB40A	REEP2	REST	RGCC	RGS16	RGS3	RHOB	RNF144A	RPL10P17	RPP25	S100A1	SH2D4A	SHROOM2	SLAMF1	SLAMF7	SLC1A5	SLC29A2	SLC66A1	SLC7A5	SLCO1A2	SLCO4A1	SNHG17	SOCS1	SOCS2	SPAG11A	SPINT1	SPOCK1	SPP1	SPRY2	TET3	TIMM50	TLCD3A	TLR3	TMEM158	TMEM209	TMPRSS6	TNFAIP8	TNFRSF12A	TNFRSF21	TNFRSF4	TNFRSF9	TNFSF11	TPST2	TRIB1	TRMU	TWNK	URB2	USP36	UTP3	VDR	VPS50	YRDC	ZBBX	ZBTB32	ZBTB48	ZBTB7A	ZNF205	ZNF215	ZNF276	ZNF343	ZNF614
IL21_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IL21_UP.V1_DN	A1CF	A4GNT	ACHE	ACVR2A	ADAM28	ADAM7	ADGB	ADGRL4	ADRA1B	ADTRP	AIRE	AP3B2	ASPHD1	BCL2L10	BEST2	BICDL1	BTBD3	CACNA2D3	CCK	CCL16	CCL24	CD177	CD40LG	CD72	CEL	CEP41	CFAP74	CHFR	CHGB	CIDEA	CLDN10	CLEC7A	CMKLR1	CNTN2	CNTNAP3B	CORO2A	CRYGB	CUX2	CYP3A5	CYP46A1	DGCR5	DGKQ	DIRAS2	DMRT1	DNAH7	DOC2A	ECHDC3	EFNA5	EPS8	F11	F13B	FAM124B	FES	FGB	FGF16	FGF6	FRMD4A	GCNT4	GDNF	GJB3	GPC3	GPC4	GPR20	GPX2	GSR	GUCA1B	GUCY1B2	H2AC15	HAL	HBD	HKDC1	HOXB8	HTR3B	HYAL3	ID2B	IFNG	IGLV2-14	IL12A	IL19	ITGA2	ITGA6	JCAD	KCNC4	KCNS1	KDR	KLHDC8A	KRT32	KRT85	LAD1	LATS1	LCN2	LDOC1	LMOD1	LPA	LRCH1	LRP2BP	LRP3	LRP5L	MAB21L1	MEOX2	MIR600HG	MISP	MPDZ	MTNR1A	MYLK	NACAD	NAT8B	NDP	NEFL	NPY5R	NRXN1	NTF3	NUDT7	OR1A1	OR1F1	OR2F2	OSGIN1	PACRG	PARM1	PCDH9	PCDHB3	PCOTH	PCP4	PDE1C	PDE3A	PDE6B	PDHA2	PHKG1	PLCB4	PLEK	PLPPR4	PNMA3	POU1F1	POU5F1P4	PPP1R3A	PRB3	PRKG1	PRKG2	PROX1	PRR5L	PRSS16	PTGDS	RALGPS2	RAMP3	RHOD	RIN2	SCAND2P	SCN7A	SEC14L2	SLC16A2	SLC17A1	SLC17A4	SLC17A5	SLC22A7	SLC25A31	SLC8B1	SOX3	SP4	SPTBN4	TAAR2	TAS2R1	TAS2R9	TESMIN	TFAP2B	TG	THEG	TIMP3	TINAGL1	TLR5	TNNI3	TNP1	TREM1	TSPAN7	USP18	USP27X	USP9Y	VWA7	WNT4	ZKSCAN7	ZNF155	ZNF286A	ZNF324B	ZNF358	ZNF446	ZNF550	ZNF629
IL21_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IL21_UP.V1_UP	AATK	ABCA6	ABCB11	ABCC8	AGAP2	AGMAT	AIM2	ALDH4A1	AMN	ANKRD7	ANXA2P1	ARG1	ARHGAP22	ARHGAP32	BAIAP3	BCL6	BET1L	BMP10	BMS1P20	BOK	C1orf159	C6	CAPN10	CBL	CCKAR	CD6	CD79B	CDH3	CDH5	CFD	CHI3L1	CLDN6	CLDN7	CLSTN3	CNNM4	COL15A1	CPA4	CT62	CTSG	CXCL12	CYP27A1	DGKG	DIRAS3	DLX6	DNAI7	DNASE1L2	DPYSL4	DYRK1B	ECM1	EGR2	EHF	ELOVL4	EVX1	FA2H	FAM107A	FAT2	FOSB	FOXD2	FUZ	GABRB3	GDF9	GIPR	GNAL	GPR176	GPR85	GRIA4	GRIN2A	GUCY1B1	H1-4	HABP4	HEG1	HOXB2	HTR4	IBSP	IL18RAP	IQCG	ITIH4	KCNC3	KIF21B	KIR2DL5A	KLK11	KRT24	KRT6B	LAG3	LAMP3	LEFTY1	LIF	LILRB4	LIM2	LINC01711	LYL1	MAFK	MARCHF2	MC3R	MFSD12	MMP25	MPZ	MUC1	MVD	MYH15	MYH4	MYOZ1	MYOZ3	NDRG4	NKG7	NKX2-8	NMBR	NOS2	NR1H3	NUDT11	OLFM1	OPRL1	OR6A2	OXNAD1	P2RY14	P3H3	PAIP2B	PAQR6	PAX1	PCDHA5	PCDHB1	PCDHB13	PCSK7	PIM1	PIM2	PLA2G7	PLPP2	POU4F2	PRR4	PRSS2	PRSS50	PTH1R	PTPRN	PTPRO	PTX3	PUS7L	PYGM	RDH5	RGCC	ROR2	RPP25	RSAD2	S100A1	SCN8A	SCN9A	SCNN1A	SEMA7A	SERPINC1	SLC12A8	SLC28A2	SLC29A2	SLC49A3	SLC7A5	SLCO1A2	SLCO5A1	SMPX	SPARCL1	SPART	SPINT1	SPP1	SPRY4	SST	ST6GALNAC2	ST8SIA3	TAS2R16	TBC1D19	TEAD3	TEX13A	TF	TLR3	TLR6	TPBG	TPST2	TRMT44	TRMU	TSHR	UGT8	USP2	VDR	VSNL1	XPNPEP2	ZC3H12A	ZIC4	ZNF345	ZNF749	ZNF76
IL2_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IL2_UP.V1_DN	A1CF	A4GNT	ABCD2	ACP3	ADAM2	AFDN-DT	AGBL2	AIRE	ALG12	AMELY	APOBEC1	ARHGAP6	ARL4C	ARNT2	ASPHD1	ATP2C2	BICDL1	BTN3A1	BTN3A3	CACNA1E	CACNG3	CAMK1G	CBLN1	CCDC81	CCNG2	CCNP	CD160	CD34	CD72	CDKN1C	CEL	CFAP44	CHGB	CHRNB4	CLCA1	CLDN16	CLEC2B	CNR2	COLQ	CRYBG2	CST1	CUX2	CXCR2	CYP46A1	DEPTOR	DLEC1	EFNA4	EHHADH	ERC2	EVI2A	EYA1	F13B	FAM110B	FAM124B	FCGR2A	FLT3	FUT9	FZD2	FZD3	GALR3	GDF5	GOLPH3L	GPRC5D	GPX2	GUCY1A2	H2AC11	H2AJ	H3C3	HBP1	HDAC5	HHIPL2	HKDC1	HNRNPA3P1	HOXA5	HSF2BP	HTR2B	IL18	IL25	INHA	ISL1	JCAD	JCHAIN	KANSL1L	KCNS1	KDM5D	KIAA0319L	KLHDC8A	LINC00472	LINC00928	LINC01558	LIPF	LRP2BP	LRRC37A	MAB21L2	MACROH2A2	MAGI2	MAP2K6	MEOX1	METTL7A	MISP	MMP7	MOGAT2	MTARC1	MTARC2	MYCT1	MYLK	NACAD	NAP1L2	NDOR1	NKX3-2	NR1I2	NUAK1	NXF2	ODAM	P2RY4	PAK3	PBX1	PBXIP1	PCSK5	PDCD4	PDE1C	PDE6B	PIK3R3	PLA2G4C	PLCD1	PLCH1	PLCL1	PLEK	PNRC1	POU2AF1	PPP2R5C	PRKG1	PROM1	PRSS16	RABEP2	RASGRP3	RASL12	REC114	RGS2	RHOBTB1	RIGI	RIN2	RNASE2	RORB	RPL3L	SARNP	SCGB2A2	SCHIP1	SCN3A	SDCCAG8	SEC14L2	SEMA6D	SESN1	SLA	SLC17A5	SLC24A1	SLN	SNAI2	SNPH	SPATA1	SSTR5	SULT1B1	SYT1	TAGLN3	TANC2	TASL	TCEAL4	TEK	TG	TGM3	THAP10	TMEM140	TMEM19	TNFAIP2	TNNT3	TNS3	TRIB2	TRPM1	TSPAN7	TTC23	TXNIP	UNC93B1	UTY	VILL	WSCD2	ZNF230	ZNF362	ZNF408	ZNF446	ZNF571	ZNF629	ZNF695	ZSCAN16
IL2_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IL2_UP.V1_UP	AATK	ABTB2	ADAM19	AHR	AIM2	AK4P3	ALDH4A1	AMIGO2	ANXA2P1	AP3M2	ASCL3	ASPA	ATG101	BMP2	BMS1P20	BTC	C11orf80	CALML4	CAPN10	CCDC85B	CCN6	CCR4	CD52	CD69	CDC25A	CDCP1	CDH3	CISH	CLDN5	CNKSR2	CXCL12	CXCL3	DGKG	DHRS3	DNAAF11	DUSP2	DUSP4	DUSP6	EGR1	EGR2	EGR3	EHD2	ELMO3	ESRP2	EVPL	EVX1	F2RL2	FLT1	FLT3LG	FOS	FOSL1	FOSL2	FOXP3	FZD5	GABARAPL3	GABRB3	GADD45B	GALNT8	GFAP	GNRH2	GPT	HABP4	HEG1	HK2	HOXA11	HTR4	IFNW1	IL10	IL13	IL18RAP	IL1A	IL5	INHBB	INSR	IQCG	IRS1	ITGA9	JUNB	KCNA3	KCNE5	KCNG1	KCNK5	KCTD12	KIF13A	KIF1C	KIF21B	KIR2DL5A	KLF6	KLRK1	LGALSL	LIF	LILRB4	LMO3	LRP8	MAFF	MAGIX	MEGF6	MFSD12	NCS1	NR2F2	OR10J1	OR6A2	OR7E47P	OSM	PAK6	PALS2	PDE4A	PIM1	PIM2	PIP	PLEC	PLPP2	PLXNA3	PMM2	POLR1G	POLR3G	PPP4R4	PRAF2	PRKCD	PRR7	PRSS50	PTCH1	PTH1R	PTPN7	PUS1	PUS7	PYCR3	RAB11FIP1	RAC3	REST	RGCC	RGS16	RGS3	RHBDF2	RHOB	RNF144A	RNF20	RPA4	RPP25	RSPH6A	SH2D4A	SIGLEC9	SLAMF1	SLC1A5	SLC29A2	SLC2A3	SLC34A1	SLC66A1	SLC7A5	SLCO4A1	SNHG17	SOCS1	SOCS2	SPATA2L	SPHK1	SPP1	SPRY2	STX11	TAS2R16	TBC1D9	TEX13A	TLCD3A	TLR3	TM4SF1	TM4SF5	TMEM158	TMPRSS6	TNFAIP8	TNFRSF12A	TNFRSF1B	TNFRSF21	TNFRSF4	TNFRSF9	TNFSF11	TNFSF14	TPBG	TRIB1	TRMU	TTTY1	TWNK	URB2	USH2A	USP36	VDR	VSNL1	WDR62	YRDC	ZBTB32	ZNF215	ZNF343
JAK2_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAK2_DN.V1_DN	ABHD18	ADAMTSL4	ALDH8A1	AMT	ANKRD36B	ATM	ATP8B1	C8orf44	CAPRIN2	CARF	CCNL1	CDH3	CDRT4	CEP152	CEP295	CEP41	CEP97	CMC1	CMKLR2	COL26A1	CSAD	CTTNBP2NL	DAPP1	DBF4B	DBH	DCAF13	DGKE	DIP2A	DLL3	DMTF1	DOCK5	DPY19L2P2	DSCAM	DYM	ECM2	EEF1G	EPM2AIP1	EREG	ERO1B	ETNPPL	EXOC4	FAN1	FBXO22	FBXW12	FKBP11	FLCN	GABBR1	GABRE	GOLGA2P10	GOLGA8A	GOLGA8B	GRIK1	GRM3	GTF2H2B	GUSBP1	HCG18	HERC2P3	HIBADH	HOXA7	HYMAI	IKZF2	ITGBL1	KIF13A	KIRREL1	KMT2A	LINC00115	LINC00937	LINC01278	LONRF1	LRRC37A	LRRC37A2	MACF1	MAGIX	MBTD1	MGAT5	MPDZ	MROH7	MRPL20	MTMR11	MTRF1L	MYBL1	MYO15B	NAALAD2	NEAT1	NEUROD2	NOL12	NOTCH2NLA	NPIPB4	NSMCE2	NSUN6	OXNAD1	OXTR	PCDHB13	PEX3	PGAP1	PHC3	PLGLA	PNISR	POLR2J4	PVT1	RAX	REPS1	RFX3	RUFY2	SCAF4	SCG5	SEC31B	SGCE	SIGLEC15	SIMC1P1	SLC15A2	SLC25A16	SLC27A3	SLC35E1	SLC4A5	SNHG3	SNRPN	SOCS7	SPIB	SRA1	STAG3L1	SUZ12P1	TAF9B	TCL1B	TDRD12	TENT2	TLE4	TMEM163	TMEM212	TMEM245	TNRC18	TRIM36	TRIM52	TXLNGY	UCP1	VEZT	VPS53	ZBTB44	ZBTB6	ZNF160	ZNF221	ZNF280D	ZNF44	ZNF529	ZNF550	ZNF551	ZNF721
JAK2_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAK2_DN.V1_UP	ABCB4	ACTA2	ADCYAP1R1	ADGRB1	AFF3	AGTR2	AKAP6	ALPL	ANXA2P1	ANXA2P3	ASGR1	ASGR2	ATP8B3	ATRNL1	BMP2	C8A	C9	CACNB4	CBX8	CCIN	CCL21	CCND1	CCR2	CD8B	CDH11	CDH5	CDKL2	CHST4	CIDEA	CLCNKB	CLDN7	CNKSR2	COL4A6	COL6A3	CPED1	CRCT1	CRYBA2	CSN1S1	CSPG4	CSTA	CXCR1	CYP1B1	CYP2B7P	DGKQ	DLGAP1	DMD	DMP1	DNAAF11	DOT1L	DUOX1	EDDM3A	EGR4	EPHA3	EPPK1	ESRRG	FABP1	FAM205BP	FBXO4	FGF20	FGG	FKBP6	FLT3LG	FN3K	FOXD1	FOXE3	FRMPD1	GALK1	GFPT2	GH1	GJB3	GPR15	GPR37L1	GPR52	GPRASP3	GRID2	GRM4	GRM5	GRTP1	GZMH	H1-3	H2BC3	HCRTR1	HOXD1	HOXD12	HPR	HRH3	HSPA12A	IL17A	IL24	ILVBL	IMPG2	INA	JAM2	KCNIP4	KIR2DS2	KISS1	KITLG	KLF13	KRT23	KRT85	KRTAP5-9	L1TD1	LAMA1	LARGE1	LBX1	LILRB5	LRIG1	MAGEA8	MATN4	MC5R	MEOX1	METRN	MYH13	MYO1A	NACA2	NAV2	NDST3	NEK11	NELL2	NPC1L1	NPHS2	OR1A1	OR51E2	PAGE1	PCDHA9	PCDHB12	PCDHGA9	PDE10A	PDZRN4	PHF14	PIPOX	PLSCR2	PRDM12	PRLH	PSG2	PTN	PTPRO	PTTG2	PXDC1	RAB17	RALYL	RANGAP1	RBP3	RBP4	RBPJL	SEMA5A	SERPINB3	SERPINB4	SHH	SIDT1	SLC22A17	SLC28A1	SLC8A1	SMAD5-AS1	SMIM2	SNCB	SOX14	SOX17	SPAG11A	SPN	SPOUT1	SPRR1A	SPRR2B	SUV39H2	TAF7L	TGM1	TLX1	TNFRSF10C	TNP2	TPT1P8	TSPYL5	TUBA8	TYMP	UTF1	WFDC8	WNT1	WNT3	XCL2	ZEB1	ZFHX4	ZNF236	ZNF821	ZSCAN2
JNK_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JNK_DN.V1_DN	ABCA4	ABHD2	ACVRL1	ADAM3A	AGO2	ANKRD1	AOC1	APLP1	APOBEC3F	AR	ARHGAP4	ARR3	ASGR1	ATP2A3	BCL2L11	BCL9	BLM	BTK	CA5BP1	CABP1	CAPN11	CCL11	CDC42EP2	CDC45	CDKN3	CHD1L	COL13A1	CRX	CRYBA1	CRYM	CTRC	CYP1A1	DAAM2	DEFA3	DENND5A	DEPP1	DSCR4	DUSP4	DUSP8	DYRK3	EFNA5	EPHB1	ERVW-1	ETS1	FABP6	FAM110B	FAM131B	FASLG	FBP2	FER	FLRT1	FXYD2	G0S2	GCGR	GCNT1	GGCX	GIT2	GJA4	GPR12	GPR171	GRIN2C	HMGB3P30	HSD17B3	IDUA	IL2RB	INPPL1	INS	IRF2BP1	IRF8	IRGC	ITGA10	ITGB2	JPH3	KAT5	KCNA4	KCNJ8	KCNV2	KIF22	KIR3DL3	KLHL35	KMT2A	KNTC1	KPNA3	KRT75	LINC00342	LINC00588	LRIG2	LRP8	LY86	MAFK	MAP1B	MAT1A	MBNL2	MCAT	MIA	MMP2	MYL9	NAT8	NDRG2	NELL2	NFKBIL1	NMB	NOVA1	NPR1	NPY1R	NR2E1	NRGN	NRP2	OPRK1	OR7A5	P2RX3	PACRG	PAQR4	PCDH9	PCYT1B	PDE6H	PDGFB	PFAS	PIM2	PIP	PLCB1	PLCD1	PLK1	PML	POLD1	POP1	PTP4A3	PTPN18	QSOX1	RAB11FIP3	RAB40A	RAB6B	RARA	RCAN2	RGS14	RGS16	RIMS1	RND1	SEMA3B	SERPINF2	SERPING1	SGCG	SHB	SIPA1	SLC12A5	SLC14A2	SLC2A2	SLC49A3	SLC6A5	SMAD9	SMAP1	SMARCD3	SMYD2	SOGA1	SOX10	SPINK4	SPRY1	SRC	SSX3	STEAP1	STK35	STON1	SV2B	SVEP1	SYT17	TBKBP1	THY1	TM4SF4	TNIK	TNS2	TRAF6	TRIM10	TRO	TSPAN2	TTLL3	TTTY1	TULP1	TYMP	UBE2C	UBL4A	VASP	VEGFC	WIPF1	XIST	YPEL1	ZC2HC1A	ZCCHC14	ZIC2	ZNF549	ZRSR2P1
JNK_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JNK_DN.V1_UP	ABCD1	ABL2	ACADL	ACKR3	ADAM12	ADAMTS3	AGRP	AGTPBP1	AGXT	AKR1B10	AKR1C3	ALOX12B	ANXA13	APBA1	ARL4A	ARMC8	ARSF	B3GALT5	BAG2	BIRC3	BMP7	BMX	C1S	C8G	CACNA1H	CACNB2	CBX4	CCL1	CCL15	CCL22	CCL4	CD37	CD83	CEACAM4	CGA	CLCN4	CLDN18	CLIP3	CRACDL	CRMP1	CTSZ	CXCL11	CXCL8	DDIT3	DEFA4	DGCR5	DGKQ	DRD1	ECM2	ECPAS	EFHD1	ELN	EPHA3	EPHA4	EPM2A	EYA2	F11	FAM161A	FOXA2	GABRP	GABRR2	GCH1	GHRH	GNAZ	GPR31	GPR37L1	GPR45	GPX7	H1-4	H2AC15	H2AC17	H2BC15	HNF1B	HOXA2	HOXA4	HOXC4	HR	HSD3B1	HSPA12A	HTR6	IFNA2	IGFBP3	IGLV6-57	IL10RA	IL12RB1	IL13RA2	INPP5J	KCND3	KCNJ5	KCNJ9	KCNN3	KCNS1	KDM5C	KLK7	KRT34	KRT37	KRT9	LINC00667	MAN2A2	MAP7	MDM2	MED13	MICU2	MMP17	MPL	MRAS	MS4A1	MVD	MYOM1	NID2	NLE1	NOX1	OR2B6	OR2J2	PAPSS2	PDE4B	PDE6A	PDK3	PECAM1	PHKG1	PIP4K2A	PLAA	PMCH	PMEL	PNOC	PPFIA4	PPP1R8	PROZ	PRR3	PRRG2	PTPN22	PTPRCAP	RAB35	RAD17	RASSF2	RASSF8	RGL1	RIPOR2	RNF8	ROCK1	RRAD	RUNX2	RUNX3	S1PR1	SCN2B	SCNN1B	SERPINB3	SHC3	SKAP1	SLC16A2	SLC22A5	SLC25A20	SLC25A24	SLC26A10P	SLC34A1	SLC6A1	SLC7A7	SLCO2B1	SNAI2	SPICE1	STARD13	STC2	SYNE1	SZRD1	TACR1	TBX2	TDO2	TEK	TET3	TFEC	TGM1	TNFSF14	TNFSF4	TNNC1	TNNT2	TRIM24	TRIM31	TSN	UGT2B15	UHRF2	UNG	YAP1	ZFHX2	ZNF204P	ZNF280B	ZNF79
KRAS.300_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.300_UP.V1_DN	ABCB1	ACKR3	ACTG2	AKR1B10	AMBN	APBB3	APOB	ATP6V1B1	BRDT	BST2	C5AR2	CA5B	CACNA1I	CAMK1D	CBL	CCR8	CD40LG	CDH16	CEACAM5	CGREF1	CHRM2	CIITA	CLDN16	COBL	COLEC10	CRABP2	CRYGD	CSDC2	CTSW	DENND1C	DPT	DPYS	DSG3	DTNB	DTX2	EDAR	EDIL3	EPHB6	EPHX2	FGFR3	FMO6P	FOXI1	GADD45G	GBP1	GKN1	GRM2	HAAO	HOXB8	HSPB8	HTR1B	HTR1D	HYAL4	IFI44L	IFNA17	IGF2-AS	KCNE1	KCNMB2	KCNQ3	KIF25	KRT1	KRT13	KRT16	KRT38	KRT4	LFNG	LGALS7	LY6D	MAGIX	MAML3	MAP2K6	MTSS2	MUC5AC	MX1	MX2	MXD3	MXRA8	MYL9	NCR3	NKX6-1	NOS1	NPC1L1	NR0B2	NTF3	OAS1	OLFML2A	P2RX1	PCDHB1	PCYT1B	PDE11A	PDE6B	PLBD1	PLEKHH3	PODNL1	PPFIA3	PROC	PROP1	PSORS1C1	PTPRCAP	PYHIN1	RASAL1	RPL10P17	RRAD	RTP4	RUNDC3B	RYR2	S100A7	SCGB1A1	SDS	SERPINB13	SIDT1	SLC30A4	SLC3A1	SLC6A14	SLC6A3	SLC9A7	SOX11	SPRR1B	SPRR3	SPTBN2	SYNPO	TAGLN	TAS2R4	TBC1D29P	TEX15	TGM1	THRB	TM4SF4	TMEM8B	TNFRSF13B	TNFSF10	TNNI3	TREM2	TRPM2	TTLL1	TUBAL3	UGT2B17	VILL	WHRN	YBX2	ZNF750
KRAS.300_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.300_UP.V1_UP	A2M	ADAM19	ADAM8	ANGPTL4	ANK3	ANO1	ANPEP	APOBEC3G	APOD	ARHGAP24	ASIC4	ASTN1	ATP1A2	ATXN3L	BEX1	CALB1	CD1A	CDK5R1	CDR1	CEACAM1	CEACAM3	CEL	CFAP69	CFHR2	CGA	CHGA	CHGB	CLUL1	COL26A1	CRISP1	CSF3	CTNNA2	CXCL3	CXCL5	DBH	DCBLD2	DDX6	DEFB4A	DHRS9	DNAJA4	DNM3	DOCK4	DUSP6	DYNC1I1	EFCAB6	ERC2	ETV1	ETV4	ETV5	EVI2A	FABP3	FGF9	FNDC8	G0S2	GABRA1	GABRA3	GBA3	GLDC	GLRX	GPR19	GPR4	GRIN2A	H2BC17	HAS2	HEY1	HPN	HSD11B1	HTR7	IL13RA2	IL1RL1	ITGA2	ITGB2	ITGBL1	KCNH2	KCNK10	KCNK7	KIAA1549L	KIF5A	KIF5C	LILRA6	LINC01140	LMO3	LRCH1	MAP4K1	MAPK10	MCF2	MKRN3	MMP1	MMP11	NALF2	NAP1L2	NAV3	NME5	NOL4	NPY6R	NRCAM	OR2B6	PCDH8	PCP4	PDE2A	PEG3	PPBP	PRG3	PTX3	RBP4	RCAN2	RDH5	RELN	RETN	RNASE1	RRAGD	RREB1	RTN1	SCG3	SCG5	SCN1B	SCN2A	SEMA3A	SIGLEC15	SIMC1P1	SLC25A31	SLC6A15	SLCO5A1	SMPX	SNAP25	SNAP91	SORL1	SPP1	SPRY2	ST3GAL6	STC1	SYT1	TAPT1	TERT	TFDP3	TFPI	TOX3	TRIB2	TRIM36	USH1C	WNT7A	ZNF528	ZP4
KRAS.50_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.50_UP.V1_DN	ABCB1	ACKR3	ATP6V1B1	C5AR2	CCR8	CDH16	CGREF1	CRYGD	EPHB6	EPHX2	GADD45G	HTR1B	HYAL4	IFI44L	IGF2-AS	KIF25	KRT13	KRT16	KRT38	KRT4	LY6D	MX2	NCR3	NOS1	NTF3	OLFML2A	PCDHB1	PLBD1	PPFIA3	PSORS1C1	PTPRCAP	PYHIN1	RRAD	S100A7	SCGB1A1	SDS	SERPINB13	SLC6A14	SLC6A3	SOX11	SPRR1B	SPRR3	TAS2R4	TGM1	THRB	TRPM2	TUBAL3
KRAS.50_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.50_UP.V1_UP	A2M	ADAM8	ANGPTL4	CALB1	CD1A	CDR1	CFHR2	CHGB	CXCL5	DHRS9	DOCK4	DYNC1I1	ETV1	ETV5	FABP3	FGF9	G0S2	GLDC	GLRX	HEY1	HPN	HSD11B1	HTR7	IL13RA2	IL1RL1	ITGA2	ITGB2	KIAA1549L	KIF5C	LILRA6	LMO3	MMP11	NALF2	NRCAM	PCDH8	PEG3	PPBP	RBP4	RELN	RREB1	SCG3	SCG5	SIGLEC15	SNAP25	SNAP91	ST3GAL6	STC1	TERT
KRAS.600.LUNG.BREAST_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.600.LUNG.BREAST_UP.V1_DN	AAAS	ACKR3	ADAMTS20	ADD2	ADGRE1	ADORA3	AKAP6	AKR1B10	ALDH5A1	ALG1L2	ALOX12B	AMBN	ANKRD1	APC2	APOB	APOL3	ART1	ASIC1	ATP6V1B1	BBOX1	BDKRB1	BRDT	BTN3A2	C11orf80	C17orf80	C19orf73	C22orf31	C5AR2	CA5B	CACNA1I	CACNA2D3	CALCB	CALML3	CALML5	CCDC102B	CCDC121	CD207	CD248	CD36	CD5	CD6	CDH12	CDH16	CHRM5	CIITA	CKM	CLCA2	CLDN16	CLDN8	CNTLN	COBL	COL19A1	COL2A1	COL5A2	COL5A3	CPB1	CRABP1	CRABP2	CREB3L1	CRYAB	CXCL14	CXCR1	CYP21A2	CYP26B1	DAAM2	DEFB1	DENND1C	DENND2D	DGCR6L	DLX6	DPT	DPYS	DTNB	DTX2	DUSP21	DYRK1B	ELMO1	EMID1	ENTPD5	ENTREP1	EPB41L4A	EPHX2	EPHX3	ERAP2	FBXO24	FGF1	FGF21	FGFR3	FGGY	FLT1	FMO6P	FRAS1	FSCN2	GABRA4	GADD45G	GALNT8	GAMT	GAS1	GBP1	GBP2	GDNF	GLS2	GLYAT	GP1BA	GP1BB	GP6	GPRC5B	GRIA1	H3C1	HBZ	HCN2	HEPH	HHLA1	HOXB3	HRK	HTR1B	HTR1D	HTR1E	IFI44L	IFNA16	IFT140	IGF2-AS	IGFBP2	IL12A	IL12RB2	IL18R1	IL22	IL5	IL5RA	IMPA2	INPP5D	IQCG	IVL	KCNB1	KCNIP2	KCNMB1	KCNMB2	KIF25	KLF8	KLK12	KLRK1	KRT1	KRT13	KRT16	KRT20	KRT38	KRT4	LECT2	LGALS7	LGALS9	LILRP2	LINC00837	LY6D	MAML3	MAP2K6	MAP3K1	MAST3	MEGF8	METTL7A	MMP27	MMP28	MRPL41	MTHFR	MXD3	MXRA8	MYH7	MYL9	MYOM1	MYOM2	NAALADL1	NCR3	NECTIN1	NEIL1	NEUROD1	NINJ1	NLGN4Y	NOS1	NOX5	NPY4R	NSUN6	NTF3	NYNRIN	OLFML2A	P2RX1	PAQR6	PARP3	PAX2	PBX1	PCDHB1	PCSK2	PDE3A	PDE6B	PGGHG	PIK3C2B	PLAAT4	PLAC8	PLBD1	PLXND1	POU4F2	PPFIA2	PPFIA3	PRDM12	PROC	PRODH2	PROM1	PSORS1C1	PTENP1	PTGFR	PTPRJ	PTPRU	PVALB	PYHIN1	RAG1	RAMP3	RARRES2	RBM17	RIMS1	RPL13P5	RTP4	RUNDC3B	RYR1	S100A12	S100A7	SAYSD1	SCARF1	SCGB1A1	SCN10A	SCN7A	SDS	SELE	SELENBP1	SERPINA10	SERPINB13	SERPINB3	SERPING1	SH3GL3	SIDT1	SLC12A3	SLC25A23	SLC30A3	SLC3A1	SLC6A3	SLC6A9	SNN	SOBP	SOX11	SPAG11A	SPTBN2	STAG3L1	SYNDIG1	TAS2R4	TBC1D29P	TBKBP1	TBR1	TEX15	TGM1	THAP9	THBS3	THNSL2	TM4SF4	TMEM8B	TNFSF10	TNNI3	TRIM48	TRIM58	TRIM9	TRMT9B	TRPM2	TSBP1	TSHB	TTLL1	TYRP1	UGT2A3	UPK3B	VAV3	VAX2	VPS50	WHRN	YBX2	YPEL1	ZNF343	ZNF702P	ZNF750	ZSCAN2
KRAS.600.LUNG.BREAST_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.600.LUNG.BREAST_UP.V1_UP	A2M	ADA2	ADAM19	ADAM8	ADAMTS6	ADGRA2	AKAP12	AKT2	ALPP	AMELY	ANGPTL4	ANO1	ANO2	ARG1	ARHGAP24	ATG10	ATP4A	ATXN3L	BIRC3	BMP2	BMP6	BRSK2	C1orf68	CACNG1	CALB1	CCDC181	CCL20	CCL22	CCR10	CCR6	CCT8L2	CD160	CD1A	CD1B	CD247	CD37	CDSN	CEACAM3	CELA2B	CFAP69	CFHR2	CHRNA2	CHST2	CLDN5	CLEC4A	CLPS	CLSTN2	CMKLR1	COL9A3	CRCT1	CSF2	CSF3	CTNNA2	CXCL1	CXCL2	CXCL3	CXCL5	CXCL8	CYP4F8	DCAF13	DCBLD2	DDIT3	DEFB4A	DENND5B	DHRS9	DNAH9	DOCK4	DYNC1I1	ESM1	ETS1	ETV4	EVI2A	FAM120C	FAM174B	FBP1	FBXO4	FCRL2	FLT4	FNDC8	FOXL2	FRMD1	FUT5	G0S2	GABRA3	GBA3	GFAP	GFI1	GLRX	GNG11	GPR4	GPRC5D	GRIN2A	GRP	GULP1	GYPC	HAO2	HAS2	HBEGF	HDAC9	HIC1	HOXD1	HOXD11	HPN	HSD11B1	HSD17B2	HSD3B2	ID2	IFNA8	IGFBP3	IGHV3-48	IL13RA2	IL1B	IL1R2	IL1RL1	IL23A	IL24	IL36A	IL37	IMPG1	INHBA	ISG20	ITGA2	ITPKA	KCNA5	KCNAB3	KCNC1	KCNC2	KCNH2	KCNJ14	KCNK15	KCNK7	KIAA1549L	KIF24	KIF5A	KIF5C	KRT33B	KRT34	L1TD1	LAG3	LAMC3	LAT2	LDB3	LGALS14	LHB	LIF	LILRA6	LPL	LY96	LYL1	MACF1	MAGEA11	MAGEA6	MAPK10	MB	MGLL	MIA	MKRN3	MMP1	MMP10	MMP15	MMP20	MMP9	MSMB	MTMR8	MYF6	MYH2	MYOC	NACC1	NALF2	NAV3	NCAM1	NDOR1	NELL2	NGF	NMUR1	NPHS1	NPPB	NR1H4	NRCAM	NRL	NTRK1	OGDHL	OR2B6	OSBP2	OSGIN1	PDCD1LG2	PDE2A	PIWIL1	PLA2G3	PLAC4	PLAUR	PLVAP	PLXNB3	POLM	PPBP	PPP1R14D	PPP1R15A	PRDM1	PRDM14	PRG3	PRL	PRRX1	PRSS2	PRSS3	PRY	PTGIS	PTGS2	PTPRR	PTTG2	RBMXL2	RBP4	RDH5	RELN	RETN	RMST	RNASE1	RPS4Y1	RREB1	S100A5	SAMD14	SCG5	SCGB1D1	SEMA3A	SEMA3B	SFRP5	SH2D2A	SHOX	SIGLEC15	SLC25A31	SLC5A5	SLCO4A1	SLCO5A1	SLIT2	SMPX	SNAP25	SNAP91	SOX10	SOX17	SPANXC	SPHK1	SPIB	SPINK1	SPRY2	SSTR5	ST3GAL6	ST6GALNAC5	STC1	STX1A	SYP	TAAR5	TAGLN3	TAPT1	TBX3	TERT	TFDP3	TFPI	TIGD6	TMEM156	TMEM158	TMEM176B	TNFAIP3	TNFSF15	TNNT2	TONSL	TOX3	TRAF1	TRIM45	TRIM46	TSPAN1	TSPY1	TTC22	UGT2B28	USH2A	WDR25	WNT1	WNT7A	ZNF639	ZNF671	ZNRF4	ZP4
KRAS.600_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.600_UP.V1_DN	ABCB1	ABCB11	ABCG4	ACKR3	ACTG2	ADAMTS9	ADRA2B	AKR1B10	AMBN	ANKRD1	APBB3	APOB	APOL3	AQP6	ARHGAP28	ARHGEF38	ART1	ATP2A3	ATP6V1B1	BBC3	BCL11B	BLNK	BRDT	BST2	C1QL1	C22orf31	C5AR2	C8A	CA5B	CACNA1I	CADM4	CALCB	CALML3	CALML5	CAMK1D	CATSPERB	CBL	CCDC102B	CCDC33	CCR8	CD207	CD248	CD300A	CD36	CD40LG	CDH16	CEACAM5	CGREF1	CHRM2	CHRNG	CIITA	CKM	CLCA2	CLDN16	CLDN8	CLIC3	CNGB1	CNR2	CNTFR	COBL	COL2A1	COLEC10	CRABP2	CRYGD	CSDC2	CSPG4	CST4	CT55	CTAG2	CTSW	CXCL14	CYP2C18	CYP2C19	DBF4B	DDX51	DENND1C	DLK2	DLX6	DPT	DPYS	DSG1	DSG3	DTNB	DTX2	EDAR	EDIL3	EDN1	EDN2	ENPP1	EPHB3	EPHB6	EPHX2	FAM215A	FCGBP	FETUB	FGF4	FGFR3	FGGY	FMO6P	FOLR2	FOXI1	FRAS1	GADD45G	GBP1	GKN1	GNRH2	GP2	GPR173	GPR52	GRM2	H3C1	HAAO	HLA-DOA	HOXB8	HOXC8	HRH3	HSPB8	HTR1B	HTR1D	HYAL4	IFI44L	IFNA16	IFNA17	IFNA5	IGF2-AS	IGLV2-14	IL19	IL5	IMPA2	IVL	KCNE1	KCNMB1	KCNMB2	KCNQ3	KIAA0087	KIF25	KLF3	KLF8	KLK12	KLK7	KRT1	KRT13	KRT16	KRT17	KRT31	KRT38	KRT4	LFNG	LGALS7	LGALS9	LRRC31	LY6D	LYPD3	MAGIX	MAML3	MAP2K6	MAPRE3	MAST3	MATN2	MCHR1	MLANA	MTNR1A	MTSS2	MUC5AC	MX1	MX2	MXD3	MXRA8	MYL9	MYOM2	NAALADL1	NCR3	NEU3	NINJ1	NKX6-1	NOS1	NOX3	NPC1L1	NR0B2	NR1I3	NRXN3	NTF3	NYNRIN	OAS1	OLFML2A	P2RX1	PCDHB1	PCDHGB6	PCYT1B	PDE11A	PDE6B	PGLYRP1	PIK3C2B	PIP5K1C	PLAAT1	PLBD1	PLEKHH3	PNMT	PODNL1	PPFIA3	PROC	PRODH	PROP1	PRRG4	PRTN3	PSORS1C1	PTPRCAP	PTPRH	PTPRU	PYHIN1	RAMP3	RASAL1	RBIS	RPL10P17	RRAD	RTP4	RUNDC3B	RYR2	S100A7	SCGB1A1	SCGN	SCN10A	SCN7A	SDS	SERPINB13	SERPING1	SIDT1	SIT1	SLAMF1	SLC22A11	SLC29A3	SLC30A4	SLC3A1	SLC5A2	SLC6A14	SLC6A3	SLC9A7	SMPDL3B	SOX11	SPATA6	SPRR1A	SPRR1B	SPRR3	SPTBN2	SYNPO	TAGLN	TAS2R4	TBC1D29P	TEX15	TGFB2	TGM1	THBD	THNSL2	THRB	TM4SF4	TMEM8B	TNFRSF13B	TNFSF10	TNNI3	TREM2	TRH	TRIM48	TRPM2	TTLL1	TUBAL3	UGT2A3	UGT2B17	VAV3	VGLL3	VILL	WHRN	WNT16	XAF1	YBX2	YOD1	ZBP1	ZBTB16	ZNF154	ZNF750
KRAS.600_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.600_UP.V1_UP	A2M	ACOX2	ADAM19	ADAM8	ADCYAP1R1	ADGRA2	ALDH8A1	ALPI	AMBP	ANGPTL4	ANK3	ANKRD34C	ANO1	ANPEP	APOBEC3G	APOD	ARHGAP24	ARL4C	ASIC4	ASTN1	ATP1A2	ATP4A	ATXN3L	AURKC	BEX1	BMP7	C1QTNF1	CALB1	CCNJL	CCR6	CD1A	CD80	CDHR2	CDK2AP2P3	CDK5R1	CDR1	CEACAM1	CEACAM3	CEL	CEND1	CFAP69	CFHR2	CGA	CHGA	CHGB	CHRNA3	CLSTN2	CLUL1	CMKLR1	COL26A1	CPA2	CRISP1	CSF2RA	CSF3	CSN2	CTNNA2	CTNND2	CXCL3	CXCL5	CXCR4	CYP27B1	DBH	DCBLD2	DDX6	DEFA5	DEFB4A	DHRS9	DIRAS2	DLGAP2	DNAJA4	DNM3	DNMBP	DOCK4	DUSP4	DUSP6	DYNC1I1	EFCAB6	EMP1	EN2	ERC2	ESM1	ETV1	ETV2	ETV4	ETV5	EVI2A	EXOC6B	FABP3	FAM174B	FEZF2	FGF9	FLT4	FMNL2	FNDC8	FOXG1	G0S2	GABRA1	GABRA3	GALR2	GBA3	GFAP	GFI1	GLDC	GLRX	GNG11	GPR18	GPR19	GPR37	GPR4	GRIN2A	GRM1	H2BC17	H2BC3	HAS2	HBEGF	HEY1	HPN	HS3ST3B1	HSD11B1	HTR7	IDI2-AS1	IFNA8	IGF2	IL13RA2	IL1R2	IL1RL1	IL36A	INHBA	ITGA2	ITGB2	ITGBL1	ITPKA	KCNA5	KCNAB3	KCNC1	KCNH2	KCNJ13	KCNJ8	KCNK10	KCNK3	KCNK7	KIAA1549L	KIF5A	KIF5C	KIT	KRT8P12	LAG3	LAPTM5	LDB3	LGALS14	LILRA6	LIMCH1	LINC01140	LMO3	LPAR1	LPXN	LRCH1	MAGEA11	MAGEH1	MAP4K1	MAPK10	MCF2	MGAT4A	MKRN3	MLXIPL	MMD	MMP1	MMP10	MMP11	MMP17	MMP9	MOBP	MSMB	MTMR8	MYF6	NALF2	NAP1L2	NAV3	NME5	NMNAT2	NOL4	NPY6R	NRCAM	NRP1	NTRK3	OR2B6	OR2C1	OR7E85BP	PCDH8	PCDH9	PCP4	PDE2A	PEG3	PELI2	PFKFB1	PIWIL1	PLA2G3	PLA2G4C	PLAT	PLAU	PLEKHS1	PMS2P4	PNMA2	PPBP	PRDM14	PRG3	PRL	PTGS2	PTX3	RBP4	RCAN2	RDH5	REEP2	RELN	RETN	RNASE1	RRAGD	RREB1	RTN1	RUBCNL	SATB1	SCG3	SCG5	SCN1B	SCN2A	SEMA3A	SH2D2A	SIGLEC15	SIMC1P1	SLC25A31	SLC6A15	SLCO4A1	SLCO5A1	SLIT1	SMPX	SNAP25	SNAP91	SORL1	SOX9	SPINK1	SPP1	SPRY2	SRGN	ST18	ST3GAL6	STC1	STX1A	SYNE3	SYT1	TAAR5	TAGLN3	TAPT1	TBX3	TEC	TERT	TFDP3	TFPI	TGM2	TLR4	TLR8	TMEM156	TMEM158	TNFSF15	TOX3	TPH1	TRIB2	TRIM2	TRIM36	TRIM45	TSPY1	UGT8	USH1C	VEGFC	WNT7A	ZDHHC11	ZEB1	ZNF528	ZNF529	ZP4
KRAS.AMP.LUNG_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.AMP.LUNG_UP.V1_DN	AATK	ABCB8	ABCD1	ACE	ADAM2	ADAMTS5	ADGRE1	ADRA2C	ALDH1A2	ALDH4A1	APC2	BARX2	C19orf73	C22orf46P	C5	CA1	CACNA1F	CACNG1	CAMK1	CBL	CCAR2	CCN5	CD300A	CD34	CEND1	CEP41	CGREF1	CHL1	CLDN16	CLUHP3	CORO2B	CPLX2	CRY2	CTF1	CXCR2	CYP2C18	DBF4B	DCC	DGKQ	DNM1	DPPA4	DRD5	DTNB	EMILIN2	ENPP1	EPB41	EPYC	FCGR2B	FGL2	FSHB	GABRB1	GCNT3	GDF10	GDF2	GMIP	GNAT3	GNAZ	GP1BA	GPR17	GPRC5C	GRIK5	GVINP1	H1-6	H2AJ	H2BC11	H3C1	HBA1	HDAC7	HEY2	HHLA1	HOXC11	HOXC8	HTR1D	ICAM2	IFNA10	IFNA7	IGF2-AS	IL12B	INPP5D	KCNN1	KMT2A	KREMEN2	KRT32	LILRA4	LINC00837	MAB21L4	MC2R	MMP13	MXD3	NAT2	ODF1	OVGP1	P2RX1	P2RY4	PAIP2B	PDCD1	PDE11A	PGPEP1	PLCB3	PLCH2	PODNL1	POU2F3	PPFIA3	PPM1H	PRODH	PROM1	PTPRH	PYHIN1	RAG1	RAPGEF3	RBFOX1	RELB	RHOBTB1	RPA4	SCARF1	SCN10A	SDS	SETD1A	SHANK1	SLC19A3	SLC5A2	SLC6A16	SNCB	SNTG1	SPAG11A	ST20	STARD8	SYNGR3	SYNPO2L	TBR1	TBXAS1	TF	TLR4	TRHDE	TRMT2A	TSGA10	USP53	WDR33	ZC2HC1C	ZNF134	ZNF480	ZNF862
KRAS.AMP.LUNG_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.AMP.LUNG_UP.V1_UP	ABCC6	ABCG5	AFP	AKT2	ALLC	ASIP	ATG10	ATXN3L	B3GNTL1	BMPER	BTG4	C11orf16	C3AR1	C8B	CA5A	CAMK1G	CCDC57	CCL11	CCT8L2	CD247	CD3E	CEBPE	CELA2B	CFHR5	CLEC4A	CLEC5A	CLSTN2	CLSTN3	CRYBA1	CSN2	CYP3A7	DEFA5	DLX5	DOCK3	DRICH1	DUSP9	DYNC1I1	EFCAB6	EFNA2	EFNA3	EGF	F13A1	FAM174B	FAM30A	FCER1A	FCER1G	FCRL2	FGF7	FKBP6	GABRA6	GABRR1	GABRR2	GATA1	GCKR	GIP	GNGT2	GPR25	GPR6	GPR68	GRP	H2BC15	H2BC3	HCN4	HECW1	HGFAC	HPR	HSD3B2	HSF1	HSPA1L	HSPA6	IL26	JAK3	KCNC1	KLK14	LENEP	LPL	LRRC37A	LRRC37A4P	LY75	MAGEA12	MAGEA6	MAGEB1	MAN1C1	MCF2L	MMP15	MYOZ1	NALF2	NDOR1	NELL2	NGF	NMUR1	NOVA1	NPAS3	NPBWR2	NPHP1	NPHS1	OPN1SW	OPRK1	OSBP2	OTOR	PAGE4	PAX4	PIWIL1	PLEKHS1	PNMA3	PPIEL	PRKG2	PTGDR2	RAB30	RBIS	RBM12B-AS1	RCAN2	REST	RPL23AP53	SDCCAG8	SEMA3E	SLAMF1	SLC25A31	SLC26A4	SLC2A4	SLC6A6	SLC7A9	SOX12	SPINK1	SPP1	SPTA1	SSTR1	ST3GAL6	ST8SIA2	TDRD1	TMEM35A	TNNT2	TTLL3	TUBA8	UGT1A10	VENTX	VTN	XPNPEP2	ZNF257	ZNF835
KRAS.BREAST_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.BREAST_UP.V1_DN	ABCB1	ADAMTS20	ADAMTS5	ALG1L2	ALOX12B	ANKRD1	APOB	APOL3	ART1	ASIC1	ASPHD1	ATP6V1B1	BORCS6	C22orf31	CA5B	CACNA1A	CALCB	CAMK1	CCDC121	CCDC57	CDH12	CDK18	CLDN8	CLSTN3	COL5A2	CRABP1	CRH	CRYGD	CSRP3	CYP21A2	DENND2D	DPEP2	DPT	DPYS	DTNB	DTX2	EDIL3	EEF1DP5	EGFL7	EGR4	ELMO1	ENTPD5	EPHX2	EXOSC1	FGFR3	FGGY	FGR	FMO6P	FRAS1	GABRA6	GADD45G	GJA10	GJA4	GLS2	GP1BB	GP6	GRIP2	H4C13	HBZ	HCN2	HHLA1	HOXB5	HPR	IFNA16	IL18R1	KCNA3	KCNJ3	KCNQ3	KDM4D	KIF25	KLF8	KRT38	LAIR1	LATS1	LINC01124	MAML3	MAST3	MEGF8	MTHFR	MUC13	MYH7	MYL9	MYOM2	NAALADL1	NCR3	NDNF	NECTIN1	NFATC4	NOS1	NOX5	NPR1	NTF3	P2RX1	P2RX7	PAQR6	PBX1	PCDHB1	PDE3A	PDE6B	PF4V1	PGGHG	PI15	PLBD1	POLL	POU3F2	PPM1E	PROP1	PTENP1	PTGFR	RAMP3	RBM17	RPL13P5	RUNDC3B	SCN7A	SDS	SELENBP1	SERPINA10	SERPING1	SIDT1	SLC30A3	SLC8A1	SLC9A7	SMPDL3B	SOBP	SPTBN2	SV2B	SYNDIG1	TEX15	TFF2	TLR6	TM4SF4	TNNI3	TRAPPC14	TRIM9	TSBP1	TSHB	TSPAN12	TTYH1	UGT2A3	WT1-AS	XYLB	YPEL1	ZNF37BP
KRAS.BREAST_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.BREAST_UP.V1_UP	A2M	ACKR4	ACP3	ADAMDEC1	ADGRD2	AKAP12	ALPP	AMELY	ANKRD36BP2	ANO2	ATP12A	BAIAP3	BIRC3	BMP6	CALB1	CASS4	CCL16	CCL22	CDK2AP2P3	CDSN	CEACAM1	CEACAM3	CFAP43	CLPS	CLSTN2	CMA1	CMKLR1	COL9A1	COL9A3	CRCT1	CSF2	CTNNA2	CXCL2	CXCL3	CYB5R2	DEFB4A	DHRS9	DNAJA4	EFNA5	ERC2-IT1	ESM1	ETV2	FAM30A	FCRL2	FMO2	GABRA3	GFI1	GJA8	GLRX	GPR37L1	GSG1	GULP1	H2AC13	HAS2	HSD11B1	HSD17B2	IGF2	IGFBP3	IL13RA2	IL17RB	IL1B	IL1R2	IL1RAPL1	IL1RL1	IL2RG	IL37	KCNA10	KCNA2	KCNAB3	KCNC2	KCNJ14	KCNJ16	KCNK15	KCNK3	KIF24	KIF5A	KLK12	KLK6	KRT33B	KRT34	LIF	LILRA6	LYL1	MACF1	MAPK4	MGLL	MKRN3	MMP10	MMP9	MYCN	NALF2	NDUFA4L2	NFE2	NPAS1	NPPB	NR1H4	NRL	OCA2	OPRPN	OR2C1	OSGIN1	PCDHGA11	PDE2A	PDE3B	PPBP	PPP1R15A	PRB4	PRDM1	PRRX1	PSCA	RBMY2FP	RMST	S100A5	SAMD14	SCEL	SCG5	SMPX	SNAP25	SOX17	SPACA1	SPINK1	SPON2	SPRR2B	SPRY2	STC1	STX1A	SYP	TAAR5	TAGLN3	TAPT1	TERT	TFPI	TLR8	TMEM176A	TMPRSS4	TNFAIP3	TRAF1	USH2A	WNT16	ZP4
KRAS.DF.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.DF.V1_DN	ACTL6A	ADRB2	AFDN	AHR	ALG13	ALOX12P2	ALOX5	ARFGAP1	ARHGAP26	ARID3B	ATP2B1	AUTS2	BCAM	BDKRB1	BMP4	C1orf109	C3orf14	C6orf15	CAMKV	CBX4	CD2	CDK18	CDK20	CHRM5	CLDN1	CLDN17	CNR2	CNTFR	COBL	COG5	COL11A2	COL4A5	COPZ2	CTAGE9	CXADR	CYP1A1	CYP2C9	CYTH4	DCAF10	DEFB4A	DUSP2	DVL3	EPB41L4B	EPPK1	ERN1	ETS2	EXOSC7	FAM153A	FANCE	FBN2	GAP43	GCC1	GJB4	GLIPR1	GPATCH2	H2AC18	H2BC9	HDAC9	HMGN3	HOMER2	HOXA11	HOXC8	HPX	HRH2	HSPB6	HTR3A	HUS1	IFNA17	IGFBP2	IGFBP3	IL24	KDM6A	KIF21B	KIR2DL1	KIR2DL5A	KLF11	KLF15	KLF4	KLK2	KLK5	KLK8	LAMP3	LANCL2	LCAT	LCP1	LETM1	LLGL1	LRRC61	LSM14B	LYRM4	MALT1	MAP7	MAS1	MEX3D	MINDY1	MMP25	MOGAT2	MPC1	MPP3	MXRA8	MYO5C	NCR1	NEUROD2	NGF	NRP2	NUP153	NUP42	ODF1	OGFRL1	OMG	OR10H3	OR1F1	OR7E47P	PAK3	PAPPA2	PAX5	PCBP3	PCLO	PDGFA	PER2	PGLYRP4	PHF7	POM121	PRAMEF10	PRAMEF5	PRELID3B	PRSS8	PSPH	PTGER1	PTGS2	PTPN14	PXDC1	PYY2	RAB3IL1	RAB6B	RDH16	RET	RNF122	RNF186	RNF39	RNF43	RNMT	ROBO3	RPRM	SCN2A	SEMA3C	SEMA6A	SEZ6L	SF3A2	SIGLEC6	SIRPA	SLC17A1	SLC25A13	SLC30A3	SMAD6	SMAD7	SMAP1	SP1	SP2	SPINK5	SPRING1	SPRR1B	SRF	SSTR3	STX3	SYNE1	SYP	TAF4	TAGLN	TCFL5	TCL1A	TGFB3	THNSL2	THUMPD1	TJP3	TMEM168	TMEM45A	TNC	TNFRSF9	TNXB	TRA2A	TRAPPC10	TSPYL1	TUFT1	UCHL1	URB1	VWA5A	WASF1	WNT6	ZFHX3	ZNF239	ZNF512B	ZNF764
KRAS.DF.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.DF.V1_UP	ABHD10	ACADVL	ADAM8	ADGRE5	AKAP12	AKR1C3	AKT3	ALDH1A3	ALDH7A1	ALDOC	ANKRD36B	ANKRD46	ANPEP	ANTKMT	ARHGEF3	ASMTL	ASPH	ATP9A	AURKB	BBS9	BCL2L1	BCL3	BCL6	BEX4	BMP2	BMP6	BMPR2	BORA	CALHM2	CAPRIN2	CAT	CBLC	CBR4	CCDC85B	CCL20	CCNG2	CCNT2	CDA	CDKN2B	CHRNA5	CLDN5	CLPB	COL6A3	CORO1A	CPVL	CRYZ	CSF3	CTNNBL1	CUTC	CUX2	CXCL1	CXCL3	CXCL5	CXCL8	DDB2	DKK1	DLGAP4	DLGAP5	DNASE1L1	DPYD	DPYSL2	DSN1	E2F8	EHBP1L1	ELK3	EMP3	ETFB	ETNK1	FADS2	FAM168A	FAR2	FKBP1B	FLRT3	FUT8	G6PD	GALNT6	GATA6	GCH1	GFPT2	GK3	GLMN	GLRX	GLS2	GNE	GNG11	GREM1	GSTT2	HCLS1	HERC5	HS3ST3A1	HSD17B2	HSPA2	IFI27	IFI35	IFI44	IFI44L	IFIT1	IFITM1	IL13RA2	IL1RL1	ING2	INHBA	INPP4B	INPP5F	IRF4	IRF9	ISG20	JAK2	KHDRBS3	KIF3A	KIN	LGALS3BP	LOXL2	LRP8	LTBP3	MAP3K6	MED24	MMP1	MPI	MTAP	MVP	NAT1	NRP1	OPLAH	PDLIM2	PDPN	PELI1	PID1	PITPNC1	PLAT	PLAU	PLCH2	PLIN3	PLPP2	PPM1D	PPP2R3B	PROCR	PRSS3	PTPRG	PXDN	QPRT	RAC2	RASIP1	RETSAT	REXO5	RGS17	RGS2	RIDA	RPS6KA5	RRAD	S100P	SAP30	SCAND1	SCG5	SEC24D	SERPINB1	SERPINE1	SLC22A4	SLC26A2	SLC2A10	SLC4A7	SMARCA1	SMARCD3	SMTN	SMYD3	SPAG4	SPRY2	SRGN	SRPX	STEAP1	STK4	STN1	STX4	SUGCT	TBC1D8	TFPI2	TIMP4	TLR2	TM4SF1	TMEM135	TMEM158	TMEM160	TP53I3	TRPC1	TSPAN5	TUBG2	UBE2W	VCAN	VEGFC	ZMYND8	ZNF654
KRAS.KIDNEY_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.KIDNEY_UP.V1_DN	AADAC	ABCA3	ABCB11	ACE	ACTC1	ADAMTSL2	AGRP	APBB3	ASPN	ATP1B4	B3GALT5	BAAT	BMP4	BRDT	C3orf36	CACNA1S	CAPN9	CARD9	CBARP	CBL	CCL20	CCL27	CD14	CETP	CHRM2	CHRNA9	CHRNG	CLEC3B	CNN1	CSF1R	CST5	CXCL10	CXCL11	DDX51	DEPDC5	DRC3	DSG3	ECEL1	EDN2	EFHD1	EGFL7	EPHA5	EPS8L3	EREG	ETS1	FCHO1	FOLR2	FOXA1	GATA4	GPR35	GRM2	GRM4	GRM8	H2AC13	HHIPL2	HINFP	HRG	HSD17B2	HYAL4	IFI30	IFI44L	IFNA17	IGKV3D-15	IL1RL2	IL23A	IL26	IL6	INSL4	INSL5	ITIH5	KCND1	KCNF1	KCNN1	KIF21B	KLF3	KLHDC8A	KLK1	KRT17	KRT2	LFNG	LILRA4	LILRB4	LIPE	LMAN1L	LRRC31	MAGEA10	MDFI	MSC	MX1	MX2	NES	NGF	NPC1L1	NPFFR1	NPPB	NR1I3	OAS1	OR7A10	PAGE1	PDCD1	PHLDA3	PRG2	PROP1	PRSS21	PTGER2	PTPRCAP	RASGRF1	RBIS	RPL10P17	RSAD2	RYR2	SEC31B	SEMA5A	SERHL2	SGK2	SIM1	SLC5A5	SLC6A20	SLC9A3	SPATA6	SRC	SRD5A3	STX11	TACR2	TCF21	TCP10L3	TENM2	THBD	THRB	TMEM262	TREM2	TTLL2	TYROBP	VILL	ZDHHC8BP
KRAS.KIDNEY_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.KIDNEY_UP.V1_UP	A2M	ADCY1	AK5	ALDH1A1	ANK2	ANK3	AQP4	ARPP21	ASPA	ATP1A2	CA2	CAB39L	CALB1	CCND2	CDK5R1	CDR1	CFAP69	CHGA	CHGB	CP	CPE	CPEB3	CRTAM	CRYAB	CRYM	DDX6	DLGAP2	DNM3	DUSP6	DYNC1I1	EMP1	EPB41L3	ERC2	ESRRG	ETV1	FGF9	FZD3	GABRA1	GABRA5	GABRB1	GABRR2	GAD1	GAP43	GATM	GCGR	GHRH	GLDC	GPM6A	GPNMB	GPR19	GPR37	GPRC5B	GRIA2	GRIK2	GRM5	HEY1	HPCAL4	ITGBL1	KCNA5	KCNJ8	KIF5C	KIT	LIMCH1	LMO3	MAFB	MAGEH1	MAP7	MEF2C	METTL7A	MMP27	MPZL2	NAP1L2	NDN	NEBL	NEFL	NME5	NMNAT2	NOL4	NRCAM	NRN1	NRXN1	NSG1	NSG2	NUDT11	PCDH9	PCP4	PECAM1	PEG3	PELI2	PLCB1	PLCL1	PLGLA	PLP1	PLSCR4	PMP2	PNMA2	RAPGEF4	RCAN2	RELN	RIT2	RNLS	RTN1	SATB1	SCG3	SCG5	SCN1B	SCN2A	SELENOP	SERPINI1	SFRP1	SIGLEC15	SLC12A3	SLC12A5	SLC1A3	SLC6A1	SLC6A15	SMR3A	SNAP25	SNAP91	SOBP	SORBS1	SORL1	SPARCL1	ST3GAL6	SV2B	SYT1	TCEAL2	TMEM100	TMOD1	TRIB2	TRIL	TRIM2	TRIM9	TSPAN7	TUBB4A	VIPR2	WIF1	WSCD1	XK	ZNF536
KRAS.LUNG.BREAST_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.LUNG.BREAST_UP.V1_DN	ACKR3	ADAMTS20	ADD2	ADGRE1	AKAP6	AKR1B10	ALDH5A1	ALOX12B	AMBN	ANKRD1	APOB	ART1	ATP6V1B1	BDKRB1	C5AR2	CACNA1I	CALCB	CALML3	CALML5	CCDC121	CD248	CD36	CD6	CDH12	CDH16	CLCA2	CLDN8	COBL	COL2A1	COL5A2	CRABP2	CXCL14	CYP21A2	DEFB1	DPT	DTNB	DTX2	EPB41L4A	EPHX2	ERAP2	FGFR3	FLT1	FMO6P	FRAS1	GABRA4	GADD45G	GAMT	GDNF	GLS2	GLYAT	H3C1	HCN2	HHLA1	HRK	HTR1B	HTR1E	IFI44L	IFNA16	IGF2-AS	IGFBP2	IL5RA	INPP5D	IVL	KCNMB1	KIF25	KRT13	KRT16	KRT38	KRT4	LGALS7	LGALS9	LY6D	MAP2K6	MAST3	MEGF8	METTL7A	MMP28	MTHFR	MXD3	MXRA8	MYL9	NCR3	NOS1	NOX5	NSUN6	NTF3	NYNRIN	OLFML2A	P2RX1	PAQR6	PARP3	PBX1	PCDHB1	PDE3A	PDE6B	PGGHG	PIK3C2B	PLBD1	PROC	PTPRU	PVALB	RAG1	RAMP3	RARRES2	RBM17	RPL13P5	RTP4	RUNDC3B	RYR1	S100A7	SCARF1	SCN7A	SERPINA10	SERPINB13	SIDT1	SLC12A3	SLC3A1	SLC6A9	SOBP	SOX11	SPAG11A	SPTBN2	SYNDIG1	TAS2R4	TBR1	TGM1	THNSL2	TM4SF4	TNFSF10	TNNI3	TRIM48	TRIM9	TRPM2	TSBP1	TSHB	TTLL1	UPK3B	VAV3	VAX2	VPS50	YPEL1
KRAS.LUNG.BREAST_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.LUNG.BREAST_UP.V1_UP	A2M	ADAM19	ADAM8	ADAMTS6	AKT2	AMELY	ANGPTL4	ATG10	BIRC3	BMP6	CALB1	CCDC181	CCL20	CCR6	CD1A	CD247	CD37	CDSN	CEACAM3	CHRNA2	CLPS	CLSTN2	CMKLR1	CRCT1	CSF2	CSF3	CTNNA2	CXCL1	CXCL2	CXCL3	CXCL5	CXCL8	DHRS9	DNAH9	DOCK4	ESM1	ETS1	FAM174B	FCRL2	FNDC8	G0S2	GABRA3	GBA3	GFI1	GLRX	GPR4	GRP	GULP1	GYPC	HAS2	HBEGF	HOXD11	HPN	HSD11B1	HSD17B2	ID2	IFNA8	IGFBP3	IGHV3-48	IL13RA2	IL1R2	IL1RL1	IL23A	IL37	INHBA	ISG20	ITGA2	ITPKA	KCNC1	KCNC2	KCNJ14	KCNK15	KIAA1549L	KIF5A	KIF5C	KRT34	LAT2	LDB3	LIF	LILRA6	MGLL	MKRN3	MMP1	MMP10	MMP9	MYH2	NALF2	NAV3	NDOR1	NELL2	NPPB	NR1H4	NRL	OR2B6	OSBP2	OSGIN1	PDCD1LG2	PDE2A	POLM	PPBP	PRDM1	PRL	PRSS3	PRY	PTGS2	PTPRR	RBMXL2	RBP4	RELN	RETN	RMST	RNASE1	RPS4Y1	RREB1	SCG5	SEMA3B	SH2D2A	SHOX	SLC25A31	SLCO4A1	SLCO5A1	SMPX	SNAP25	SNAP91	SPINK1	SPRY2	ST3GAL6	STC1	TAAR5	TAGLN3	TBX3	TERT	TFDP3	TNFAIP3	TNFSF15	TRAF1	TSPAN1	TSPY1	TTC22	ZNF639	ZP4
KRAS.LUNG_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.LUNG_UP.V1_DN	ACHE	ACP3	ADD2	ADORA3	AKAP4	AKAP6	AKR1B10	ALDH3B2	APOBEC3A	ATAT1	BBC3	BBOX1	C11orf80	CACNA1F	CALML3	CALML5	CBL	CCR2	CD22	CD248	CDH12	CDH16	CDKN1C	CFAP74	CHRM5	CLCA4	COBL	COL19A1	COL2A1	CRABP2	CRYAB	CXCL14	CYP26B1	CYP2C18	CYP4B1	DEFB1	DHX58	EMID1	EPHB3	ERG	FCGR3B	FMO2	GABRB1	GALNT8	GAS1	GDNF	GLYAT	GPNMB	GPR45	HAAO	HEY2	HTR1B	HTR1D	IGFBP2	IHH	IL10RA	INPP5D	IVL	KLK11	KLK12	KLK7	KLK8	KRT1	KRT13	KRT15	KRT16	KRT4	LGALS7	LINC00837	LMO1	LY6D	LYPD3	MAFB	MAP2K6	MAP3K1	MC5R	MEGF8	METTL7A	MORC1	MXRA8	NGFR	NPY4R	NYNRIN	OLFML2A	OR3A3	PALM	PDE6B	PIK3C2B	PLA2G10	PLCH2	POSTN	PPFIBP2	PROC	PRODH	PROM1	PSG7	PSORS1C1	PTPRU	RAB40AL	RAG1	RDH16	RHCG	RTP4	RYR1	S100A12	S100A7	SAYSD1	SCARF1	SCGB1A1	SCN10A	SCRG1	SERPINB13	SERPINB3	SERPINB4	SGCD	SH3BP1	SH3GL3	SLC39A2	SLC3A1	SLC6A14	SLC6A9	SOX30	SPRR3	SPTBN2	SRD5A3	STAG3L1	TF	TGM1	THAP9	TNFSF10	TRGV7	TRHDE	TRIM48	TSC22D4	UPK3B	VAV3	VPREB1	VPS50	WNT16	ZC2HC1C	ZNF750	ZNF862
KRAS.LUNG_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.LUNG_UP.V1_UP	ABCB1	ADA2	ADAM8	ADAMTS3	ADCYAP1R1	AKT2	ALLC	ANGPTL4	ANO1	ASGR2	ATG10	AURKC	B3GNTL1	BANK1	BCL2A1	BTC	C3AR1	CCL20	CCT8L2	CD1A	CD247	CD48	CD80	CELA2B	CFAP69	CLEC4A	CLSTN3	CRYAA	CSF3	CX3CR1	CXCL5	CXCL8	CYP2J2	CYP4F8	CYTIP	DCBLD2	DEFA5	DOCK2	DOCK4	EGFL7	ETS1	EVI2A	FABP3	FBXO4	FNDC8	FRMD1	FUT5	G0S2	GBA3	GPR3	GRIN2A	GRIP2	HBEGF	HOXD11	HPN	HROB	HS3ST3A1	HSD11B1	HTR7	IFNA8	IGSF1	IKZF1	IL13RA2	IL1RL1	IL23A	INHBA	ITGA2	JAK3	KCNA5	KIAA1549L	KIF5C	KIR2DL3	LAG3	LDB3	LILRB1	LINC00472	LRIG1	MAGEA6	MIR124-1HG	MMP1	MMP20	MT3	MYH2	N4BP2L2-IT2	NAV3	NDNF	NDOR1	NELL2	NES	NGF	NKX2-5	NPHS1	NRP1	OGDHL	OR2B6	PAX4	PCDH17	PDCD1LG2	POLM	PPP1R14D	PRG3	PRKG2	PTPRR	RBP4	RELN	RETN	RGS4	RNASE1	RREB1	SARM1	SCG5	SDCCAG8	SEMG2	SH2D2A	SIGLEC15	SLC16A8	SLC18A1	SLC6A11	SLC6A4	SLCO4A1	SLCO5A1	SMPX	ST3GAL6	TAS2R1	TBX3	TEX13A	TMEM158	TMEM176B	TMEM238L	TNNT2	TSPAN1	TSPY1	TTC22	UGT1A10	WNT7A	ZBTB44	ZBTB48	ZNF639	ZNF749	ZNF821
KRAS.PROSTATE_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.PROSTATE_UP.V1_DN	AATK	ABCB1	ABCG4	ACKR3	ACSS3	ADAM23	AK5	ARG1	ARHGAP28	ARL17A	ARPP21	ASIP	ATP8B3	BEND5	C1orf68	C22orf31	C5	CA5B	CADM4	CAMK1D	CCDC134	CCR10	CD48	CD96	CDH16	CFI	CGREF1	CLDN17	CNTFR	COBL	COLEC10	CRY2	CRYGD	CTSE	CWH43	DIRAS3	DNAJC12	DZANK1	EDN1	EGF	ENPP1	EPHB6	EPHX2	FBXO40	FLRT1	FOLH1B	FOXD2	GCNT3	GKN1	GNGT2	GPNMB	GPRASP1	GRM2	HBA2	HLA-DMB	IBSP	IDUA	IGFBP3	IGLV2-14	IL19	ITGB1BP2	ITGB7	KCNA2	KCNJ14	KCNQ2	KDM8	KIAA0087	KLF1	KLKB1	KRT13	KRT16	KRT4	LCN2	LHCGR	LUM	MAFB	MAGIX	MAOB	MLANA	MLYCD	MUC16	MUC4	NCR3	NDP	NEU3	NOS1	NPBWR2	NPHS1	NR0B2	NTF3	OPCML	OXT	PCDHB13	PF4V1	PI3	PLCB1	PLGLA	POU3F2	PPP1R9A	PRTN3	PRY	PTGIS	PTH1R	PTPRH	RAI1	RASGRP1	REEP1	RGS6	RRAD	S100A7	S100A8	SCEL	SDS	SERHL	SERPINB2	SERPINB7	SH2D3C	SLC19A3	SLC26A10P	SLC30A4	SLC4A8	SLC6A14	SMO	SOD3	SOX10	SPRR1A	SPRR1B	SPRR3	SSTR4	TAGLN	TFAP2B	TGM1	TRH	TTC21B	TUBAL3	TUBB4A	VGLL3	VIL1	YBX2	ZBTB16	ZNF750
KRAS.PROSTATE_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRAS.PROSTATE_UP.V1_UP	ABHD8	ACOX2	ADGB	ADM2	ADRA1B	AHSG	AICDA	ANGPTL4	ANKRD34C	ANP32C	APOBEC3G	APOH	ARHGAP24	ATXN3L	BANK1	CADPS2	CAMK2B	CBX4	CD79A	CD80	CDH4	CEL	CES1P1	CFH	CFHR2	CHRNA3	CNGB3	CNTN5	COL26A1	CPLANE1	CR2	CRISP1	CRISP2	CX3CL1	CYP2R1	DHRS9	DNM1	ENG	ETV5	FABP3	FEZ1	FGA	FGF21	FGF22	FOXF2	FOXH1	FSD1	GLB1L2	GRK5	GSTCD	HABP2	HAL	HKDC1	HROB	IDI2-AS1	IFNA7	IL10RA	IL1RL2	IL7R	INSM1	ITGA2	ITGB2	JAM2	KANSL1L	KHDC1	KIAA1549L	KLRG1	KREMEN2	KRT36	KRT8P12	LAIR2	LAPTM5	LILRA6	LIMD2	LIN7B	LMO1	LRCH1	LRRC15	MAGEB3	MAP3K1	MAP4K1	MEGF8	MLXIPL	MMP11	MMP17	MYO7B	MYOC	MYRIP	NALF2	NBEA	NES	NOL4	NPY4R	NPY6R	NXPH3	OPLAH	OR10J1	OR7E24	PADI3	PCDHA2	PDK4	PIGR	PLCH2	PLLP	POPDC2	PTPN7	RAB40C	RARRES2	REEP2	RFPL3S	RGS13	SLC10A2	SLC7A4	SLCO1C1	STRN	SV2C	SYNE3	SYNPO2	SYT5	TEC	TEX12	TG	TGFBR1	THSD4	TIMP4	TLR4	TNNI1	TPK1	TRIM31	TSSK2	TUBA8	TWIST1	VEGFC	YPEL1	ZEB1	ZNF529	ZSWIM1
LEF1_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEF1_UP.V1_DN	ACSF2	ACSL5	AGR2	AKR1C3	ALCAM	ALDH5A1	ANK3	ANKFY1	AP1M2	ATP1B1	ATP2A1	ATP8A1	BDH2	BDKRB2	BTN3A3	C1orf115	C4BPB	CAT	CCL20	CCN2	CDH17	CDK3	CDX2	CFTR	CLEC2D	CNN3	COCH	CPE	CPOX	CRYBG1	CTSH	CXCL2	CXCL5	CYP1B1	CYP26B1	CYP2J2	DAPK1	DECR1	DISC1	DIXDC1	DMXL2	DPP4	DPYSL3	DYNC2LI1	EFHD1	EFNB2	EHF	EHMT2	ELF3	ELL3	ENC1	ENTPD3	ERAP2	ERN2	FAM172A	FAM83E	FBXL15	FGFBP1	FOXA1	FPGT	GALC	GALNT12	GAREM1	GATA6	GDE1	GDPD3	GRB14	GSPT2	GSTM3	HAUS4	HCFC1R1	HERC6	HNF1B	HOXB13	ID1	ID3	IL17RB	IL18	IL20RA	IL33	KCNQ1	KCNV1	KDM5D	KIAA0319L	KIT	KLRC3	KLRF1	KRT20	LGR5	LIMCH1	MANBA	MANEA	MANSC1	MARCHF2	MDFIC	MEF2C	MFGE8	MLLT3	MOCOS	MRNIP	MST1L	MTARC1	MVP	MXD3	MYRIP	NLRP2	NME3	NSUN6	NUDT18	NUDT6	OAS1	OAS3	OLR1	OPN3	OSGEPL1	PAK1	PAPSS2	PCP4	PDGFC	PDGFRL	PDZK1IP1	PF4	PIAS3	PITX2	PLAC8	PLLP	PLOD2	PLSCR4	PROS1	PRR15L	PRSS1	PRSS8	PTPN13	RAB25	RAB26	RAB27B	RABL6	RAC2	RBM47	RBP4	RETREG1	RHOBTB2	RIGI	RNF144A	RRAGB	S100A14	SAMD9	SCG5	SEC31B	SELENBP1	SELENOP	SEMA3F	SH3BGRL	SH3GL2	SLC1A1	SLC22A18	SLC24A1	SLC44A4	SLC6A20	SMAD4	SMPDL3A	SORL1	STAT4	SULT1C2	TCEAL1	TEX14	TFF1	TLR3	TM4SF1	TMED3	TMEM135	TMEM144	TMEM14A	TMEM53	TMPRSS3	TNFSF15	TNNC1	TNS3	TPM1	TRAF3IP2	TRPM4	TSPAN1	TSPAN8	USP18	VILL	XK	ZNF711
LEF1_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEF1_UP.V1_UP	ADAM19	ADAMTS8	ADGRE2	ADGRG2	ADIRF	AKAP12	ALLC	ANO1	APOBEC3G	ARC	ARG2	ARHGAP4	ARID3B	AUTS2	AXL	BMP7	C14orf132	CARD9	CAVIN3	CBS	CCND2	CCR7	CD302	CDA	CDKN2A	CEACAM21	CHGB	CHST10	CHST11	CHST2	COL6A1	COL9A3	CRABP2	CRIP1	CST7	CTH	CXCR1	CXCR4	CYBRD1	DBN1	DCLK1	DENND1C	DHRS2	DKK1	DKK4	DLL3	DNAJC6	EDAR	EGR2	EGR3	ELK3	ELOVL5	EMP1	EMP3	EN2	EPB41L4A	FADS1	FBXO17	FGF13	FGF3	FGF9	FHL1	FJX1	FLNC	FN1	FNBP1	FNDC4	FOSL1	FOXF2	FOXG1	G0S2	GATA3	GJB1	GNAL	GNG11	GNG4	GZMB	HAS2	HBA2	HEY2	HOXB2	HSPA1A	IGFBP6	IGFBP7	IL11	INHBE	ISYNA1	KCNG1	KCNJ12	KCNN4	KCTD12	KRT13	KRT23	KRT5	KRT76	KRT81	L1CAM	LCK	LGALS1	LMO2	LOXL1	LPL	LTBP2	MAOA	MAOB	MAP1B	MFAP2	MIA	MICU1	MLN	MSN	MYL9	NELL2	NES	NMNAT2	NR3C1	NRIP1	NRIP3	NTSR1	OBSL1	PALS2	PARVB	PAX6	PCSK1N	PCSK5	PDGFA	PDLIM4	PDZD2	PELI2	PHLDA3	PLEKHF1	PLEKHO1	PLTP	PMEPA1	PRF1	PRKAA2	PRPH	PRPS1	PTGDS	PTPRN2	RAI2	RAMP2	RBP1	RGCC	ROR2	RPP25	RRAGD	RUNX3	RYR1	S100A2	S100A3	S100A4	SCML1	SCN5A	SERPINE1	SH2D2A	SLC17A9	SLC26A4	SLC2A3	SLC35G2	SLC43A3	SLC5A3	SLC6A8	SLIT1	SPRR2B	STC2	STRA6	SYNE3	TCEA2	TCHH	TGM2	TH	TM4SF5	TMEM158	TMEM47	TMOD1	TNFRSF1B	TREML2	TRIM48	TRPV2	TRPV6	TUBB2B	TULP2	VIM	WASF3	WNT5A	WT1	WWC2	ZAP70	ZFPM2	ZNF134	ZNF22	ZNF236	ZNF350
LTE2_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LTE2_UP.V1_DN	ADD3	AGTR1	ALG13	AMIGO2	AMMECR1	ANXA3	ARHGAP12	ARMCX5	ASCL1	ATF3	ATP8A2	BCL2	BCL2L11	BHLHE41	BMERB1	BST2	BTG3	CA12	CALB2	CALCR	CAP2	CASP8	CAV1	CBFA2T3	CBLL1	CCN5	CDK8	CEBPG	CHD1	CHN1	CNN2	COL9A3	CRABP1	CSTA	CSTF2T	DDX60	DLC1	DNAJB14	DSCAM	DTNA	DUSP2	EFEMP1	EGR3	EIF2AK2	ELF4	ELOVL2	EPB41L2	FHL2	FKTN	FTO	GADD45A	GAL	GART	GCA	GEM	GFRA1	GPER1	GRB10	GREB1	GTF2I	H2AC11	H2AC6	H2BC8	H3C10	H4C8	HERC5	HERC6	HES1	HSPA13	ID1	IFI27	IFI35	IFI44	IFI44L	IFI6	IFIH1	IFIT1	IFIT3	IFIT5	IFITM1	IFRD1	IGF1R	IGSF1	IL24	INPP5F	IRF7	IRF9	ISG15	JAG1	JAK2	JMJD1C	KAZN	KLF4	LAMA3	LAMP3	LGALS1	LGALS3BP	LGR4	LPGAT1	LTN1	MATN2	MDK	MGP	MICB	MOCOS	MPHOSPH8	MTCL1	MTMR6	MYO10	N4BP2L2	NAV2	NCBP1	NCOR2	NFIL3	NIP7	NMI	NMRK1	NOTCH1	NPY1R	NRIP1	NRP1	NUP160	NUP58	OAS1	OAS2	OAS3	OASL	PARP12	PCSK6	PDLIM3	PDZK1	PEG10	PHF11	PLCB1	PLSCR1	PMAIP1	POLI	POT1	PPM1E	PRKAR2B	PRSS23	PSAT1	PSMB9	PSPC1	PTBP2	PTER	PTGES	PTPRK	RAB31	RFWD3	RHOBTB3	RIF1	RIGI	RMC1	RNF6	RPS6KA3	RRN3	SAMD9	SAMHD1	SATB2	SLC16A1	SLC16A7	SLC1A1	SLC24A3	SLC6A14	SLC7A11	SOX3	SP100	SP110	STC2	SVIL	SYTL2	TAF12	TAP1	TDRD7	TENM1	TFAP2A	TFPI2	TM4SF1	TRIM14	TSPO	UBE2L6	UGCG	USP18	USP25	UTP14A	WIPF1	XK	ZMYM2	ZNF107	ZNF140	ZNF268	ZNF273	ZNF43	ZNF84
LTE2_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LTE2_UP.V1_UP	ABCC3	ABCG2	ACOX1	ACOX2	ACTG2	ADIRF	ADORA1	AKAP12	ALDH3B2	ALDH4A1	ANKMY2	ANXA6	AOX1	APPL2	AQP3	ASPH	ASRGL1	ATP6V0A4	ATP6V1H	B4GALT5	BACE2	BLTP3B	BMP7	BNIP3L	BTG1	C1orf115	C4orf19	CALML5	CCDC170	CD302	CDKN3	CEACAM6	CEMIP	CEP76	CGRRF1	CHST11	CLIC3	CLMN	CREB3L2	CSGALNACT1	CXCR4	CYFIP2	CYP1B1	DAB2	DEGS1	DHRS7	DIAPH2	DPYSL2	DRAM1	DSC2	DUSP4	ECI2	EDN1	EFCAB11	EHD3	EHF	ELF5	ENOSF1	EPAS1	EPB41L1	EPHX1	EPN3	EPS8L1	FA2H	FAM117A	FBXL18	FERMT2	FGFR4	GALNT12	GCLM	GCNT1	GGH	GLTP	GNA14	GOLM1	GPX3	GSTZ1	GTDC1	HMGCS1	HMGCS2	HRAS	HSD17B14	HYPK	IGFBP5	IL1R1	INSIG2	KATNA1	KIF13B	KIN	KLHDC2	KMO	LMO4	LONP2	LRP8	MAOA	MAP3K5	MARCKS	MBP	MEIS2	MGAT4A	MICAL3	MMP9	MRPL13	MYO5A	NIPSNAP2	NOVA1	NPC2	NUCB2	NUDT4	NUMB	NUP43	OPN3	ORAI3	P2RX4	P4HA2	PBK	PCDH9	PCP4	PDE8A	PGM1	PHACTR2	PIGH	PIP	PJA2	PLAGL1	PLCB4	PLPP2	PNRC1	POLE2	PPFIA3	PPP1R3C	PRKCH	PROS1	PRPS1	PSTPIP2	PTGER4	PTOV1	QPRT	RAB27A	RAB29	RAB40B	RAB4A	RCAN1	REEP1	RFTN1	RHOQ	RIN2	RLN2	RMND1	RPS6KA5	RRAGD	SASH1	SCARA3	SDCBP	SEC23A	SECISBP2L	SEPTIN10	SERHL	SERHL2	SERPINA1	SGPP1	SLC12A2	SLC26A2	SLC2A10	SLC9A6	SOAT1	SORD	SORL1	SOWAHC	SPTLC2	STAU2	SYT17	TBC1D8	TENT5C	TFPT	TIMM13	TK1	TMC6	TNFRSF11B	TNNT1	TNS3	TST	UBE3B	ULBP2	UNC13B	UROS	UST	VTCN1
MEK_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEK_UP.V1_DN	ABCA12	ABLIM1	ACTR6	AGL	AK4P3	ALG13	AMIGO2	ANGEL2	ANXA9	AOPEP	APBB2	AQR	ARMCX1	ARMCX3	ARMCX5	ASCL1	ASS1	ATF1	ATF3	ATP8B1	AUTS2	BAZ2B	BCL2	BLNK	BMERB1	BST2	CALB2	CALCR	CASP8	CBR4	CCN5	CETN3	CHN1	COL9A3	CSTA	CYP26B1	DCAF6	DDX60	DLC1	EGR3	ELAPOR1	ELOVL5	ELOVL6	F12	FASTKD1	FKTN	FTO	GALC	GDAP1	GFRA1	GNL2	GOLGA4	GOLGA8A	GPER1	GREB1	H1-2	H2AC11	H2AC6	H2AC8	H2BC10	H2BC6	H2BC7	H2BC8	H2BC9	H3C10	H4C8	HERC6	HIRA	HSPA4L	HSPB8	IAPP	ID2	IFI27	IFI35	IFI44	IFI44L	IFI6	IFIH1	IFIT1	IFIT5	IFITM1	IFT57	IGF1R	INPP4B	INPP5F	INSIG2	IRF7	IRF9	ISG15	ITPRID2	JAK2	JMJD1C	KCTD3	KIF5C	LIN7C	LPGAT1	LRIG1	LSM7	LTN1	MAFB	MARF1	METTL3	MGP	MINPP1	MOCOS	MOCS2	MPDZ	MSMB	MTCL1	MTIF2	MYB	MYBL1	MYC	MYLK	NDUFAF1	NGLY1	NMRK1	NOL8	NPEPPS	NPY1R	NREP	NRIP1	OAS1	OAS2	OAS3	OASL	OXSM	PCP4	PDCD4	PDZK1	PGR	PLBD1	PMS1	POLI	POT1	PRELID3B	PRKAR2B	PRMT3	PRPF38B	PSPH	PTBP2	PTER	QPRT	RAB29	RALGAPA1	RASGRP1	RHOBTB3	RIGI	RMC1	RMND1	RNF43	RPL29P31	RPRD1A	RSBN1	S100A8	SAMHD1	SATB2	SEC24D	SGCG	SHTN1	SLC16A6	SLC26A2	SLC35A5	SLC6A14	SMAD7	SMPDL3A	SNX10	SOX3	SP100	SP110	STXBP3	SYCP2	TAF2	TAP1	TCF12	TCN1	TDRD7	TFPI	TFPI2	TM4SF1	TOP2B	TRIM14	TTC39A	UBA3	UBE2L6	USP18	UTP14A	WIPF1	ZBTB10	ZNF107	ZNF140	ZNF43	ZNF652	ZNF84
MEK_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEK_UP.V1_UP	ABCC3	ABCC4	ABCG1	ACSL1	ADGRL2	ADM	AGAP1	AKR1B10	AKR1C2	AKR1C3	ALDH1A3	ALDH3A1	ALDH4A1	ANGPTL4	ANOS1	APOD	AQP3	AREL1	ARHGDIB	ARL4C	ARRB1	ASPH	ATXN1	B3GNT3	BACE2	BCAM	BCL3	BMP7	C1orf115	CADPS2	CAMK2N1	CAPN2	CAPN5	CBLB	CCNJL	CDC42BPB	CEACAM5	CEACAM6	CEMIP	CHKA	CHST11	CLDN4	CLDN9	CLMN	COL5A2	CORO1A	COTL1	CRAT	CRLF1	CSGALNACT1	CUEDC1	CXADR	CXCR4	CYP1A1	CYP1B1	DBNDD1	DBNDD2	DUSP4	EDN1	EFHD2	EGLN3	EHBP1L1	ELL2	ENO2	EPAS1	EPHA1	EPHA2	EPHX1	ERO1A	ETV5	F2RL1	FADS2	FERMT2	FGB	FGFR3	FHL1	FLVCR2	FOSL1	GABBR2	GAL	GALNT12	GCNT1	GDF15	GNE	GOLM1	GPX2	GPX3	GRAMD2B	GUCY1B1	IGF2BP2	IL4R	INAVA	ITGB4	KCNN4	KLF4	KRT7	KRT81	L1CAM	LAMC1	LGALSL	LHFPL6	LIMCH1	LOXL1	LRP5	LRP8	MALL	MAOA	MAP3K9	MEF2C	MICAL2	MPZL2	MXRA7	MYO1D	MYO5A	NEDD9	NME4	NPC2	NT5C2	NT5DC2	NUMB	OPN3	OTULINL	PACS1	PACSIN3	PARM1	PCDH1	PCDH9	PDK4	PDLIM7	PEG10	PKIA	PLAU	PLPP1	POR	PPARG	PPP1R13B	PRKCH	PTGER4	PTK7	PTMS	PTOV1	PTPRE	PTPRU	RAB5C	RAB8B	RAI14	RAI2	RFTN1	S100A6	S100P	SAMD4A	SCAMP4	SCCPDH	SDCBP	SEPTIN10	SGCE	SGPP1	SH3GLB2	SIX2	SLC12A2	SLC2A10	SLC2A6	SLC6A6	SLC7A11	SLC9A6	SORL1	SPAG1	SPTBN2	SPTLC2	ST3GAL4	ST6GALNAC2	STIP1	STRN4	TBC1D8	TGFB1I1	TGFBI	THEM6	TIMP2	TMPRSS4	TNFAIP8	TNFRSF11B	TNFRSF21	TNS3	TP53I11	TRIM29	TTC9	TUBB2A	ULBP2	UPK1A	UPK2	UPK3B	VASP	VWA1	WNT11	ZFTA
MEL18_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEL18_DN.V1_DN	A2M	AK1	ALDH6A1	APOE	AQP3	ASIC2	ATXN3	B3GAT1	BAALC	BAG3	BLNK	BST2	C1orf54	CA2	CCKAR	CDH10	CDH22	CFAP20	CHN2	CLIP3	CNMD	COL14A1	COL9A3	CRABP1	CRABP2	CREM	CRIP1	CUX2	CXCL14	DDC	DDX60	DIO2	DIRAS3	DLK1	DMD	DOK5	DPYD	DUSP2	EBF2	EEF1A2	EFHD1	EGFL6	EGR1	EPB41L3	EPHA3	ESRP1	EYA4	FANCF	FOS	FRMD4B	GAS2	GAS7	GLS2	GNG7	GPD1L	GPR137B	GPR88	GTF2A1L	GTF2I	GULP1	H4C8	HOXB13	ID2	ID4	IFI27	IFI6	IFIT1	IFIT2	IFITM1	IL1R1	IRF9	JUP	KANSL3	KCNJ16	LY6E	MAF	MAOB	MAP7	MCTS1	MIA	MPPED2	MVP	NDRG2	NMNAT2	NTS	OAS1	OLFM4	OSBPL10	PCDH8	PCGF2	PCP4	PDE4B	PDE5A	PDE7B	PDLIM5	PEG3	PENK	PHYH	PID1	PIK3C2B	PKP2	PLCB1	PLEKHA4	PLGRKT	PLN	PNMA8A	PPARGC1A	PROM1	PRPF6	PTER	RBP4	RGS2	SCNN1A	SELENOP	SEMA3E	SERPINI1	SH3BGRL	SIM1	SKAP2	SLC16A4	SLC17A6	SLPI	SMR3B	SNCAIP	SOCS2	SOX2	STK17B	STON1	SULF1	SYT17	TCAF1	TCEAL2	TENT5A	TFAP2A	TMEM176A	TMEM176B	TMOD1	TRAPPC6A	TRIM2	TSFM	TSPAN1	UBE2L6	UNC5C	VAV3	VPS8	WFDC2	ZCCHC24
MEL18_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEL18_DN.V1_UP	ABCC5	ABLIM3	ADAM12	ADAM19	ADGRE5	ADM	AGRN	ARL4C	ASPH	ATP13A2	BDKRB2	C2CD2	C2CD2L	C3AR1	C3orf52	CA12	CACNG4	CCN4	CCND1	CD83	CDCP1	CDH13	CHST11	CHST2	CHST3	CLDN1	CLSPN	COL13A1	COL16A1	COL7A1	CPA4	CRISPLD2	CSF1	CSF2	CSPG4	CTSS	CXCL1	DDIT4	DDX11	ECM1	EDN1	ENTPD6	EPHA2	ERO1A	F3	FADS3	FAP	FGF21	FJX1	FOSL1	FURIN	FZD6	GAL	GDF5	GFPT2	GNB3	GPR3	GREM1	HAS2	HBEGF	HLA-DQA1	HS3ST3A1	IL7R	INHBA	INHBE	ITGA3	ITGA4	ITGA5	ITGB8	ITPR3	JAG1	KCNJ15	KCNN3	KIF21B	KMT2A	LAMB3	LCP1	LHFPL2	LIF	LPL	LRIG1	LTBP4	MEOX1	MICA	MICB	MMP15	MMP7	MT1F	NRP1	NRP2	NT5E	P2RX5	P3H3	PAPPA	PDCD1LG2	PIEZO1	PLAT	PLAUR	PLXNA1	PMEPA1	PTHLH	PYGB	RREB1	SIK1	SLC16A6	SLC19A1	SLC1A4	SLC1A5	SLC22A4	SLC29A1	SLC2A6	SLC6A9	SLC7A11	SLC7A5	SLCO2A1	SLCO4A1	SND1-IT1	SPP1	SRPX2	STC2	STEAP3	STX1A	SUN2	TAP1	TEK	TFEC	TGFB2	TGFBR3	TIE1	TMEM51	TNFAIP6	TNFRSF8	TNFRSF9	TNFSF9	TYRO3	VEGFA	VEGFC	VLDLR	VNN1	WNT5B	ZC3H12A
MTOR_UP.N4.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MTOR_UP.N4.V1_DN	ACTR8	ADORA2A	ADPRM	AHSA2P	ANGEL2	ANKRD36B	ANXA5	ARID5B	ATF1	ATF7IP	ATP6V1G2	BAALC	BBS1	BCKDHA	BCOR	BIN2	BRIP1	BRWD1	BTG2	C1orf56	CAMK2N1	CARF	CBFA2T3	CBX7	CCDC28A	CCNE1	CCNG2	CD1A	CD1B	CD1C	CD1E	CD52	CEP135	CEP295	CEP68	CHIC2	CLK1	CLK4	CLN5	CRBN	CUX1	CYP2E1	DACH1	DCAF16	DMXL1	DNTT	DPY19L2P2	ECHDC2	EFHC1	ELAC1	ELF2	EOGT	EPM2A	ERAP1	EVI2A	EVI2B	FAIM	FAM13B	FAM200C	FBLN5	FBXL4	FOLR1	FRAT1	FRAT2	GALNT6	GALNT7	GARRE1	GCC2	GIMAP6	GPA33	H1-0	H2AC17	H2AC6	H2BC12	H3C10	HBP1	HES1	HHAT	HHLA3	HOXA7	HSD17B11	HSPBAP1	IFT140	IGBP1	IKZF2	ING4	KAT2B	KCNJ5	KMT5B	KRBOX4	LINC00342	LONP2	LRRC37A	LRRC37A4P	LTB	LZTFL1	MACF1	MAML1	MARCHF8	MARF1	MEPCE	MIS18BP1	MME	MNT	MPHOSPH8	MRE11	MSANTD2	MXD4	NEAT1	NFE2	NR1D2	PBXIP1	PCMTD2	PCNX2	PDCD4	PLCL1	PNRC1	POLH	POLR2J4	PTPRCAP	RAD51B	RAG1	RAG2	RCOR3	REL	RNF44	RPS28	RYR2	S1PR1	SCN3A	SENP6	SENP7	SLC23A2	SLC2A11	SLC35D1	SLC41A3	SMPD3	SOGA1	SOS2	SPATS2	SPRY1	SRGAP2	ST18	ST8SIA4	STMN3	SYF2	SYNE2	TFPI	TM7SF3	TMEM250	TMEM260	TMEM80	TNRC6B	TPM2	TPP1	TRA2A	TRAT1	TRIM23	TRIOBP	TRMT1L	TXNIP	VEZF1	VNN2	WDR45	XYLT1	YPEL5	ZBTB16	ZBTB20	ZFTA	ZNF117	ZNF124	ZNF14	ZNF180	ZNF268	ZNF271P	ZNF277	ZNF34	ZNF394	ZNF443	ZNF544	ZNF682	ZNF711	ZSCAN26	ZXDC
MTOR_UP.N4.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MTOR_UP.N4.V1_UP	ABHD6	ACACA	ADAM9	ADARB1	ADM	ANXA3	APOL6	ARG2	ARL3	ARL4A	ASCC1	ASNS	ASPHD1	ASS1	ATF3	BATF	BCAT1	BCHE	BHLHE40	BNIP3	BSPRY	C8B	CALML4	CAMKV	CARS1	CASR	CCDC86	CD79B	CDK16	CEBPB	CEBPG	CHAC1	CHORDC1	CHUK	CLIC4	CLPB	CNIH4	COASY	COQ2	COX10	CTSG	CUTC	CYTL1	DBN1	DDIT3	DDIT4	DDN	DHCR7	DLEU1	DNMT3B	DOK2	DSCR4	E2F5	E2F6	EAF2	EBNA1BP2	EIF2B3	EIF4EBP1	ELOVL6	EMC2	ETNK1	FAH	FAS	FBXW10B	FGF1	FKBP11	GALE	GALK2	GAS2L1	GBE1	GCH1	GFPT1	GH1	GK	GK3	GLRX2	GOT1	GPR65	GPRC5C	GRM2	GTF2E2	GUCY1A1	HERPUD1	HYAL3	IDH1	IDH3A	IFI30	IFRD1	IL21R	IL7R	ISOC2	ITK	ITPR1	KIF21B	KLHL7	KYAT1	LARS2	LDLR	LGMN	LHX2	LIMA1	LPCAT4	MAP1A	MARS1	MAST2	MCPH1	MFAP4	MGAT4A	MIPEP	MRPL22	MRPL39	MRPL58	MSMO1	NANS	NFIL3	NIBAN1	NME7	NQO2	NUP155	OGN	OPCML	OPN3	OPRL1	PAK1IP1	PANK3	PCCA	PCK2	PDHX	PDXK	PECAM1	PFKM	PHACTR2	PHGDH	PIR	PJA1	PLCB1	PLS1	POLR3G	PSPH	PTPRK	PTS	PUM3	PYCR1	RABEPK	RBM28	RIMS3	RIT1	RPAP1	RRP12	RRP15	RRP9	SAR1B	SARS1	SDF2L1	SEC24D	SLC1A5	SLC25A32	SLC31A1	SLC39A14	SLC39A4	SLC3A2	SLC43A1	SLC4A1AP	SLC6A6	SLC6A9	SLC7A11	SLC7A5	SLCO4A1	SPRED2	SQOR	SREBF1	SSTR2	STN1	STX4	SYNPO	TBRG4	TFPT	TIMM44	TM6SF1	TMEM135	TRAF3IP2	TRIB3	TRPM6	TSC22D3	TSNAXIP1	TUBB2A	UGCG	ULBP1	USH1C	VARS1	VEGFA	VLDLR	VPS33B	VPS54	YRDC	ZPR1
MTOR_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MTOR_UP.V1_DN	ABCA1	ACKR3	ADAMTS8	AOC3	AQP5	ARTN	B3GALNT2	BACE1	BBS2	C1QTNF4	C1R	C2	CCDC134	CCT6B	CDC42BPA	CES3	CHRD	CHST12	CIRBP	CLCA3P	CLPX	COL11A2	COL20A1	COQ8A	CPE	CRY2	CSAD	CSDC2	CSGALNACT2	CSRP2	CTNS	CXCL1	DDIT3	DENND1A	DNASE2	DNMBP	DPEP1	DTX2	DUSP1	EDRF1	EFEMP2	EXOSC1	FAH	FANK1	FBXO32	FN3K	FXYD1	FZD9	GDPD2	GEMIN2	GRAMD1A	H1-10	HIGD1C	HLA-DQB1	HOXB5	HSD17B1	HSPA1A	HTRA1	HYAL3	ICOSLG	ID2	IFITM1	IFT172	IGF1	IRS2	ISL1	ITIH5	KAT6B	KCNC1	KCNH3	KCNK3	KCNQ1	KLF2	KRT15	KRT5	L2HGDH	LIFR	LTBP1	MAX	MED12L	MESP2	METTL27	MFAP2	MIF4GD	MLLT1	MMAA	MOXD1	MYC	MYCN	MYH11	MYOC	MYZAP	NCAM1	NCF4	NELL2	NFIL3	NFXL1	NGFR	NR1D1	NR1D2	NTHL1	OLFML3	OSGIN1	OSMR	P3H4	PALD1	PDE10A	PDE4B	PDE6G	PDE6H	PDE9A	PDGFA	PDIA5	PDLIM3	PHAX	PHC1	PHF1	PHIP	PI16	PLEKHA5	PLTP	PPP1R14A	PPP1R3C	PRDM4	PRSS23	PTGER4	PTGIS	PTPRS	QPRT	RASD1	RBP1	RCE1	RFTN2	RNF41	RRM2B	S1PR3	SASH1	SCARA3	SERPIND1	SH2D1B	SH3BGR	SIX5	SLC12A4	SLC25A28	SLC2A4	SLC33A1	SLC39A13	SLC44A1	SLC6A20	SLIT3	SMARCD3	SNHG11	STMP1	STX1A	SULT1E1	SULT2B1	SYF2	SYN2	TBC1D17	TCF3	TGIF2	TH	THBS3	TMEM186	TNIP2	TNNC2	TNS2	TREM2	TSPAN4	UBR3	UBXN2A	UGGT1	UNC119	UPB1	VSIG2	WDTC1	WFDC1	WIF1	XDH	ZMYM5	ZNF213	ZNF746
MTOR_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MTOR_UP.V1_UP	ABCA2	ADORA2B	ADRA1B	ADRA2B	AK4	ALDOC	ALPK2	ANKRD33	AP2B1	APOOL	ASB11	ATF3	ATXN7L1	BACH2	BDH1	BID	BLK	BST2	C9	CAPN12	CCAR2	CCDC86	CCL5	CD300LD	CDC20	CDH17	CDK1	CDKN2B	CMA1	CMBL	COA7	COMTD1	COQ4	CPPED1	CTRB1	CYP26A1	CYP51A1	DBF4	DHCR24	DHCR7	DLG4	DUOXA1	EEF1E1	ELF5	ERN1	FABP5	FAM131A	FAM3B	FDFT1	FDPS	FGFBP1	FNDC7	FOXI1	FTMT	GABRG2	GCH1	GGACT	GPX2	GSDMA	GSDMC	GSDME	GSS	H2BC17	H6PD	HELLS	HIVEP3	HMGCS1	HMOX1	HSD17B13	HSPE1	HTT	IDH3A	IDI1	IFI30	IFI35	IFIT1	IFIT2	IGLL1	IL18RAP	IL27RA	INTS3	ISYNA1	JPT1	KCNE3	KCNK4	KIF9	KRBA1	LDHC	LDLR	LGALS3	LIPG	LSS	LTV1	LYPD8	MAK	MBL1P	MCM5	MCM6	MGARP	MRTFB	MS4A7	MSMO1	MSX2	MTHFD1	MYO7B	NABP1	NEIL3	NIPSNAP3A	NKAIN1	NQO2	NSDHL	NTSR1	OAS2	PAFAH2	PCDHB5	PCNA	PCYT2	PDK1	PFKP	PLAT	PPAN	PRAF2	PREP	PRKCA	PSAT1	PTPN14	PYGL	RANBP9	RCOR2	RD3	RETREG3	RGS11	RIOX2	RRM2	S100A14	SC5D	SCGB3A2	SEPTIN9	SERPINB5	SIGLEC1	SLC22A7	SLC2A1	SLC41A3	SMTNL1	SP100	SPRR1A	SQLE	STARD4	STEAP1	STMN1	TARS2	TCF19	TESC	TFRC	TG	TIPIN	TMEM106A	TMEM40	TMEM53	TMEM97	TMPRSS4	TNFRSF12A	TPH1	TRMT5	UBE2C	UHRF1	USP18	VIP	ZNF518B
MYC_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYC_UP.V1_DN	ABHD3	ACAT2	ADGRF1	ADHFE1	AGER	AGO4	AKR1C3	ANGPTL4	ARRDC3	ASAP3	ATL1	ATXN7L3	B9D2	BANF2	BCAR1	BCL9	BCO2	BMAL1	C11orf80	C16orf74	C1orf159	C1orf54	C20orf181	CA7	CCDC82	CCL20	CD1D	CDCA8	CDKL5	CLCA4	CLIP2	CLSTN3	COP1	CPNE2	CXCL3	CXXC1P1	CYP4F29P	DEPP1	DSG1	DUSP18	EREG	FBXO27	FGD2	FGD6	GALNTL6	GAMT	GAS2L2	GBP3	GINS1	GJB5	GPRC5A	GRHL1	GRID1	H2AC6	HEG1	HIP1	HOXB2	HOXC4	IL18	IL1R1	IL6	IRAK2	IRGC	JOSD1	KATNAL1	KLF12	KMT2D	KRT80	KRTAP2-1	LIF-AS2	LINC00173	LINC00293	LINC00842	LMNTD2-AS1	LMTK3	LYPD3	MAP3K6	MCHR1	MEG3	MEGF6	MGARP	MICAL1	MIGA2	MISP	MMP1	MMP3	MMP9	MN1	MST1L	MTMR11	NBEAL1	NDUFV1-DT	NGFR	NID2	NR6A1	NRP1	NTF4	NYNRIN	OR2A7	OSBP2	PAK3	PBX3	PBX4	PC	PCDHB4	PDK2	PDZD2	PJA2	PLAT	PLEKHA2	PLEKHG2	PLK1	PLK5	PODN	POGZ	PPARD	PPM1N	PRRT2	PRSS33	PSMC3IP	PTK2B	PTPRE	RAB4B	RAP1A	REC8	RHBDL2	RNASE4	RNF152	RNF19A	RUSC1-AS1	S100A8	S100A9	SAMD9	SANBR	SDR16C5	SERPINB1	SKIL	SLC6A1	SLC6A14	SLITRK6	SMURF1	SPNS3	SPOCD1	SPRR1B	SPTB	SRGAP2B	SRGAP2C	STPG1	SYNE3	SYT1	TEP1	TGM2	TGM5	TLR2	TNFAIP2	TP53INP1	TRIM56	TRPM4	TTC7B	TUBA1A	UTS2R	VAMP1	WDR47	WNT5B	WNT9A	ZBED2	ZFTA	ZNF236	ZNF334	ZNF414	ZNF467	ZNF789
MYC_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYC_UP.V1_UP	ABCC4	ABCC6P2	ADGRE2	ADISSP	AGPAT3	AHSA1	ALG3	AMPD2	ANO2	APOA4	B3GNTL1	C19orf48P	C5orf46	CALML4	CAMKMT	CAPS	CCDC124	CCDC78	CD320	CDCA7L	CFAP70	CGREF1	CHCHD10	CHKA	COQ8A	DCAF4	DCTPP1	DDX10	DENND2D	DGAT2	DGKD	DIS3L	DLL3	DPP7	DPYSL5	DUSP2	ECE2	EEF1AKMT1	EEF1E1	ESF1	EXOSC5	EXOSC9	FAM216A	FAM86C1P	FARSB	FOS	FUT5	GEMIN5	GLRX5	GLS2	GP2	GPD1L	HLF	HP	HS3ST3A1	HS6ST2	HSPA6	HSPBAP1	HSPE1	ICAM5	IL17D	IPO4	ISOC2	ITPR1	JPH1	KICS2	KLF16	KLRG2	LAS1L	LELP1	LHX6	LINC00628	LINC00951	LRRC61	LYPD6	MBLAC2	METTL1	MICU1	MMP16	MMP25	MNT	MON1A	MPHOSPH10	MRTO4	MTERF3	MTFP1	NDUFAF4	NEFH	NFIA-AS1	NIP7	NLE1	NOC4L	NOL6	NOP14	NR2C2AP	OAF	OR10H1	OR7C1	P2RX5	P3H4	PCDHB18P	PCOLCE2	PCOTH	PES1	PIGW	PIM2	PLA2G4A	PLD6	PMM2	POLR1E	POLR1G	PPRC1	PRAP1	PRELID3A	PRMT3	PRR3	PRR7	PUS1	PUS3	PUS7	PUS7L	QSOX2	QTRT1	REPIN1	RPP40	RPTOR	RPUSD4	RRP12	RRP15	RRP9	S100A10	SAC3D1	SCFD2	SHISA9	SIX3	SLC19A1	SLC25A15	SLC25A22	SLC25A25-AS1	SLC25A26	SLC27A2	SLC29A4	SLC6A15	SMYD5	SORD	SPATC1L	SPPL2C	TAF4B	TAF5	TDRD10	TECTB	TFB2M	TGFBRAP1	TMEFF2	TMEM132B	TMEM201	TMEM97	TOP1MT	TRMT1	TRNAU1AP	TSFM	TSSC4	TTYH2	TWNK	UBE3D	UBIAD1	UNG	USE1	UTP14A	UTP15	VPS9D1	VWA3B	WDR4	WDR43	WDR83	ZNF215	ZNF420	ZNF549	ZNF593	ZNF667	ZNRD2
NFE2L2.V2	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NFE2L2.V2	ABCB6	ABCC2	ABHD4	ACKR3	ACOT11	ACP7	ACTL8	ACVRL1	ADAMTS12	ADGRE3	ADH6	ADRA1A	AGT	AIFM2	AKR1B1	AKR1B10	AKR1B10P1	AKR1B15	AKR1C1	AKR1C3	AKR1C4	ALB	ALDH3A1	ALDH3A2	ALDH7A1	ALOX12P2	AMBP	ANKS6	AQP4-AS1	ARHGAP28	ARHGAP8	ASF1A	ASIP	ASNS	ATP5MC3	ATPAF1	AXIN2	B4GALNT1	BCAN	BCAS1	BCAT1	BCL2L11	BRINP3	BRIP1	C11orf52	C1GALT1P1	C1S	C1orf21	CALCA	CAMK1	CAMK1G	CAMKK1	CBR1	CBR3	CBS	CCDC138	CCL17	CCND3	CD101	CDC45	CDH12	CDKN2B	CEACAM7	CFAP97	CFI	CHAC1	CHRDL2	CIB4	CKAP4	CNTNAP5	CPLX1	CPLX2	CPN1	CPXCR1	CRTAP	CSTA	CXCL12	CYCS	CYLC2	CYP4F11	CYP4F12	CYP4F2	CYP4F24P	CYP4F3	CYP4F8	CYP8B1	DBF4	DBF4B	DDC	DDX43	DEFB1	DEFB119	DGKG	DHFR	DIPK1A	DMD	DNAH8	DPPA2	DRD5	DUSP13	ECM2	ECPAS	EFCAB11	EFCAB14	EIF1AX	EIF2S2	ELAPOR1	ELAVL1	EMP2	ENSG00000267260	ENSG00000267882	ENSG00000290941	ENTPD6	EPHX1	ESCO2	ESR2	ETNPPL	F2RL2	F5	FAM167B	FAM86DP	FASLG	FAT3	FECH	FERMT1	FGA	FGF7	FGF7P2	FGG	FGL1	FLT1	FNDC9	FTH1	FTH1P16	FTH1P20	FTH1P3	FTHL17	FTL	FTLP2	FUT1	FXYD7	FZD7	G6PD	GAS2	GAS7	GCKR	GCLC	GCLM	GCNT3	GGA2	GLA	GLP2R	GNE	GOT1L1	GPC1	GPCPD1	GPNMB	GPR135	GPR174	GPR32	GPT2	GPX2	GRM5	GRPR	GSR	GSTA2	GSTA5	HAO1	HDAC9	HECW1	HGD	HIGD1B	HJURP	HLA-DOA	HLA-DOB	HLA-DQB1	HMOX1	HPDL	HPN	HRG	HRK	HSPB3	HTATIP2	HVCN1	HYAL4	HYDIN	ICMT	IDE	IDH1	IGFBP3	IL10	IL17A	IL18R1	IL3RA	IMPACT	IQGAP2	ITGB8	JAKMIP3	JDP2	KCNE4	KCNQ2	KIAA0040	KIAA0232	KIAA0319	KIF5C	KIT	KPNA5	KRT8P41	KRTAP4-1	L1CAM	L3HYPDH	LANCL3	LCN2	LEF1	LEP	LILRA5	LINC01963	LINC02914	LOXL3	LRP8	LRPPRC	LY86-AS1	MACC1	MAFG	MAP2	MARS1	MC2R	MCF2L-AS1	MCM10	MCM3	MDFIC	ME1	MED29	MELTF	METAP2	METTL3	MGST1	MMP7	MOG	MPP3	MPPED2	MRAP2	MRO	MTBP	MTHFD2	MTHFD2P1	MUC5AC	MYL2	NAP1L1	NAV2	NCF2	NDUFC2	NEDD4	NEIL3	NFE2L2	NFE4	NINJ2	NKPD1	NLN	NMRAL2P	NQO1	NQO2	NR0B1	NR1I2	NRCAM	NRG4	NSD2	NT5DC1	NUMBL	NUPR1	NUTF2	ODF3L1	OFCC1	OR10H3	OR56B1	OR6K2	OR8H1	ORC1	OSCAR	OSGIN1	OSTF1	P2RY6	PA2G4	PA2G4P4	PALLD	PANX2	PARL	PATJ	PCK2	PCSK6	PCSK9	PDE6B	PDZK1	PEG3	PFN2	PGD	PHGDH	PHLDB1	PIP	PIR	PLXND1	PNPLA4	POM121L12	POU3F3	PPAT	PPFIA2	PPIA	PPIAP22	PPIAP31	PPIF	PRG4	PRR36	PRR5	PRR5-ARHGAP8	PRSS38	PRSS53	PSAT1	PSAT1P1	PSAT1P3	PTDSS2	PTGR1	PTPMT1	PTPRD	PTPRZ1	RAB15	RAB42	RABL3	RANP6	RDM1	REEP1	REPS2	RESP18	RET	RFX4	RHBDL3	RHEX	RHOXF2	RIMKLA	RNF212	RPL22L1	RPLP2P1	RRM2	RTKN2	SCARA3	SCGB1D1	SCUBE1	SDS	SEMA3G	SERPINA12	SF1	SFN	SFTPA1	SHISA2	SHMT1	SIAE	SLC15A1	SLC1A4	SLC2A4	SLC2A9	SLC47A1	SLC48A1	SLC5A11	SLC6A6	SLC7A11	SLCO2B1	SLCO4C1	SLF2	SMAD9	SMC5	SMG6	SMIM22	SMPX	SNTG1	SOX2-OT	SPACA1	SPART	SPDYE3	SPN	SPP1	SPPL2B	SPTB	SQSTM1	SREBF1	SRGN	SRI	SRXN1	ST8SIA2	STAT4	STATH	STC2	STXBP5L	STYK1	SUB1	SULT1E1	SUV39H2	SYK	TALDO1	TDO2	TECRL	TERT	TET1	TEX19	TF	TFRC	TKT	TLR4	TM4SF20	TM9SF3	TMEM174	TMEM18	TMEM237	TMEM64	TNFRSF11B	TNFSF15	TNIP3	TP73	TPD52L1	TPPP3	TREX1	TRIM16L	TRIM29	TRIML2	TRPC2	TSKU	TSPAN7	TXNRD1	TXNRD3	TYR	TYRL	UBE2D1	UBE2D4	UBE2N	UBXN10	UCHL1	UGDH	UGT1A1	UGT1A10	UGT1A3	UGT1A4	UGT1A5	UGT1A6	UGT1A7	UGT1A8	UGT1A9	UNKL	USP6	VEGFD	VIL1	VPREB1	VSIG1	VTN	WDHD1	WDR87	WNT11	XYLB	ZC3H12D	ZIM2	ZNF135	ZNF143	ZNF326	ZNF367	ZNF429	ZNF430	ZNF486	ZNF649	ZNF714	ZNG1A	ZNG1F	ZSWIM6
NOTCH_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOTCH_DN.V1_DN	ABCA1	ABCB9	ACADL	ACKR3	ADTRP	AIPL1	ALLC	AMOTL2	AOPEP	ARHGAP6	ARSD	ATP8B3	BAIAP2	BBOX1	BCAS1	C3AR1	C3orf18	CA2	CA4	CA8	CAPN10	CCDC70	CCDC81	CCNK	CD209	CD27	CD82	CEL	CHIA	CHRND	CHST1	CIDEB	CLIC2	CLSTN3	CNGB3	COQ8B	CPNE6	CR2	CRH	CRHR2	CRMP1	CST1	CXCR3	CYP4F2	CYP7B1	DCLK2	DDX4	DIO2	DLK1	DNAJC3	DOC2A	DRAM1	E2F2	EPB41L4A	FAIM	FAM30A	FAT2	FCGRT	FCN1	FMNL2	FSTL3	FUT3	GABRG3	GGTLC1	GNAT3	GPR15	GPR32	GPR65	GPR68	GUCA2A	GUCY1A1	GZMB	HCRT	HES1	HLA-DRA	HOXA3	HS1BP3	ICOS	ID1	ID4	IFI30	IGLC2	IL11	IL26	IL7R	INSM1	IPO8	ITGA7	ITGA9	KCNA1	KCNA5	KCNE1	KCNN1	KLF15	KLF2	KLHL12	KRT9	LGALS4	LHX6	LINC01140	LMTK2	LPAR6	LRP4	LY6G6C	LY6G6E	LZTFL1	MAGEC3	MAPK13	MMP25	MRM1	MYCN	MYO1A	MYO1D	MYO1E	MYO7B	NID1	NOTCH3	NSUN6	OGDH	OPRPN	OR2H1	ORAI2	ORM1	PBOV1	PGLYRP1	PHKG1	PKD2L1	PLAT	POF1B	PPARGC1A	PPFIA4	PPIEL	PSPN	PTCRA	RAB3IL1	RAMP2	RASSF8	RCBTB2	RHO	RPL39L	SAMD4B	SCNN1A	SELE	SEMG2	SERPINE1	SH3TC1	SHC2	SHCBP1L	SLC28A3	SLC45A2	SLN	SLPI	SNED1	SP140	SPANXC	SPRR2B	SPRY4	SUSD4	TBC1D29P	TBX3	TFPI2	TM4SF20	TMEM132A	TMEM92	TMPRSS6	TNFRSF8	TNFSF10	TRGV7	TRPC3	TRPV6	TUBB2B	UTF1	VEGFD	VN1R1	VNN2	VPREB3	WIF1	ZBTB16	ZC3H12A	ZFP37	ZNF221	ZNF74	ZSCAN5A
NOTCH_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOTCH_DN.V1_UP	ABTB2	ADAMTS1	ADAP1	ADGRG1	AMPH	ANGPT4	ANGPTL7	ANKH	ANXA2P3	ASB9	ATP1B2	ATP8A1	BARX2	BBS10	BTG2	C6orf15	C8B	CA5B	CALB1	CASKIN2	CAVIN2	CCNA1	CCNP	CDC37L1	CDHR1	CDHR2	CDKAL1	CDKL1	CDKN1A	CHRNA4	CHST8	CIB2	CLDN16	CLMN	COL4A1	CPA2	CPB1	CPEB3	CRIP1	CRYBG2	CRYGC	CRYM	CTDP1	CTF1	DAAM2	DCLRE1A	DGKE	DGKI	DHX32	DLGAP1	DPT	EFNA3	EPN3	ESM1	ETNPPL	FAM215A	FARP2	FGF13	FGF16	FKBP9	FLT3	FOXP3	FYB1	GABRR1	GDNF	GNG11	GPRASP3	GRIN1	GSN-AS1	GSTA3	GTF3C5	GUCA1B	HABP4	HHLA2	HMOX1	HPCAL4	HSPA1A	HTN1	IFIT1	INAVA	INPP1	IQCC	ITPKC	KCND1	KCNH2	KCNK12	KCNN4	KIF13B	KLHL21	KLHL26	KLRD1	KRT18	KRT8P12	KSR1	LCE2B	LDOC1	LHCGR	LINC01565	LMAN1	LMO3	MAP3K1	MAP3K2	MEFV	MFSD6	MN1	MTG1	MYF5	NAA80	NEU2	NEUROG3	NME5	NPTX1	NPTXR	NPY6R	NR6A1	NYNRIN	OR10H3	P2RX3	P2RY1	P3H3	PAIP2B	PF4V1	PIAS3	PIM2	PKDREJ	PLA2G7	PNPLA3	PPEF2	PPP1R13L	PRKACA	PRKG1	PROC	PRSS50	RAB23	RAG1	RAG2	RANBP17	RASGRP1	RDH5	RFPL1	RGS2	RHCE	RNF39	RP2	RPS6KA4	RRAD	RUNX2	S100A8	SCN8A	SCTR	SETD1A	SLC17A9	SLC30A10	SLC39A4	SLC5A1	SLC5A4	SLC6A14	SLC9A7	SPTBN2	SRGAP2	SSH3	STARD8	STAT2	SYT12	TENM1	TFDP3	TGFB1I1	TGFBR1	TLX1	TMEM59L	TMEM74B	TNFSF8	TNNI3	TNS1	TPPP	TTC21B	TUBBP5	UPB1	WDR7	YBX2	ZBBX	ZNF112	ZNF230	ZNF507	ZNF671	ZSCAN31
NRL_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NRL_DN.V1_DN	ABCB4	ABCC9	ABHD3	ACBD6	ADGRA2	ADRB1	ADRB2	ALDH2	AP2B1	ARHGDIB	ARPC3	ATE1	ATOH7	ATP2A1	BAX	BBX	BMP15	BMP5	BSPRY	BST2	C11orf52	C14orf132	CALCA	CASP7	CCKBR	CCL2	CDT1	CLCA3P	CLIC1	CLIC4	CLPB	CNGB3	CPLX2	CRYBG3	CTBS	CTH	DIXDC1	DNAJC9	DPP8	DYNC1LI1	DYSF	ECE1	ELK3	ELOVL2	EN2	EPM2AIP1	ERMAP	EYA1	FABP7	FKBP9	GABRA2	GGT7	GJD2	GLRA1	GLRA3	GREB1	GSDME	GTF2I	GULOP	GZMM	H2BC27P	HARS2	HES5	IFITM10	IL17D	INPPL1	JAM3	KIF5C	LAMTOR2	LMNB2	MAP6	METRN	MFNG	MOGAT1	MOXD1	MYOCD	NFKB1	NOXO1	NR4A1	NSG1	ORAI1	PALS2	PARVG	PDE1C	PDIA3	PECAM1	PIK3AP1	PLAAT1	PLEC	PLEKHH2	PNP	PRDM1	PRKCQ	PRMT1	PTPN13	QSOX1	RAB8A	RASA2	RASGRF2	RETREG3	RGL3	RGS20	RIOX2	RNASE4	RNF149	RNF25	RXRG	SALL3	SLAMF9	SLC25A13	SLC7A3	SLC8A3	SMPDL3A	SOCS3	ST3GAL3	SUPT16H	SWSAP1	TC2N	TMED9	TMEM158	TNPO2	TOM1L2	TRAPPC3	TRIM17	TSPAN33	TTLL1	TUFT1	U2AF1	USP25	WDR31	WWC1	ZNF146
NRL_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NRL_DN.V1_UP	ACVR2B	AHRR	ALPL	APC2	AQP1	ARG2	ARHGAP10	ARMC1	ATP8A2	B4GALT1	BBS9	BCL2L11	BCL3	BICDL1	BST1	CALN1	CALU	CCN4	CCNA2	CDK5R2	CDR2	CLDN23	CNGA1	CNGB1	CNOT3	COL19A1	CRYGA	CSDC2	CTIF	DHRS3	DIRAS1	DPF3	DUSP14	EBPL	EDN2	ELAVL3	EML3	ESRRB	EXT1	FAIM	FOXH1	GADD45A	GALNT10	GALNT7	GAS7	GNAT1	GNB1	GPR15LG	GPSM2	GRIK5	GRIP1	GRTP1	HAS1	HIC2	IGFBP5	IL1F10	IMPG1	IRF6	KCNB1	KCNJ14	KCNN4	KLHL36	KMT2A	KMT2C	LAD1	LLGL2	LMO1	LRRC2	MC1R	MEF2C	MKNK1	MLF1	NGDN	NLGN2	NME4	NR2E3	NRL	NUF2	NXNL1	PCOLCE	PDE6A	PDE6B	PDIA5	PDZPH1P	PLA2R1	PLAGL2	PLEKHA2	PLEKHF2	PLPP2	POLG2	POLR2A	PPARA	PPARGC1B	PPP1R3A	PRM3	PROSER2	PTPRCAP	REEP6	RFX2	RHBDL3	RHO	RHPN1	RNF207	SAMD11	SAP30	SCN2A	SEC14L2	SEMA4G	SH2D1A	SHISA2	SLC16A6	SLC24A1	SLC26A8	SLC29A2	SNTA1	SNTB2	SNTG2	SOX15	SPEN	ST3GAL1	ST8SIA1	STARD10	STK17B	STK35	STYX	SUPT6H	TAOK3	TCP11	TFF3	TNFAIP2	TNFAIP3	TNNT2	TRPC1	TTC39C	ZC3H3	ZDHHC6	ZFP36L2
P53_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/P53_DN.V1_DN	ABCA4	ABCC2	ACADS	ACP5	ACTA2	ADA	ADAM23	ADCY1	ADRA2C	AJAP1	AKR1B1	ALDH1A1	ALX1	APOC1	APOC2	ARHGEF10	ARMC2	ARNT2	B3GNTL1	BASP1	BAX	BCHE	BCL2A1	BEX4	BTG2	CA12	CA2	CAPN3	CASP1	CBX4	CD1D	CD247	CDH1	CDH19	CDKN1A	CFI	CHGA	CHL1	COLEC10	CPS1	CPVL	CRYAB	CTSK	CTSL	CTSZ	CXCL1	CYFIP2	CYP27A1	DCT	DDB2	DDX3Y	DOCK2	ECM1	ELOVL2	EPB41L3	ESM1	FABP5	FAM50B	FAS	FBLN5	FDXR	FGB	FGG	FRMD4B	FXYD2	GAL3ST1	GAMT	GAPDHS	GAS7	GBA1	GFRA1	GLDC	GLS	GPNMB	GPR137B	GPR143	GPRC5B	GRAMD1B	GREB1	GSDME	HGD	HMOX1	HOXB2	HOXD8	HSPA12A	HSPA2	IFFO1	IFI16	IGFBP2	IGFBP7	IL1R1	IL2RB	IRF4	ITGA4	ITGAL	ITK	KANK1	KBTBD11	KCNAB2	KCNJ8	L1CAM	LAMA1	LAT	LY96	LYRM9	LYST	MAL	MATK	MGLL	MIA	MITF	MLANA	MMP7	MTUS1	MYO5A	MYOM2	NALF2	NAMPT	NAV3	NCALD	NDN	NEFL	NEFM	NID1	NINJ1	NR4A1	NR4A3	NRCAM	NRP2	NSG1	OAS1	OCA2	PDE1A	PDE4B	PLA2G4A	PLCB4	PLIN2	PLXNC1	PMEL	PPM1D	PRAME	PTPN13	PTPRM	QPCT	RAD51C	RASSF2	RENBP	RGS20	RHOQ	RPS4Y1	RUNX3	RXYLT1	S100A1	S100B	SGK1	SLC16A4	SLC19A2	SLC24A5	SLC26A2	SLC26A4	SLC39A6	SLC6A15	SOCS3	SOX10	SOX4	SPART	SPP1	SRGN	ST3GAL5	ST3GAL6	ST8SIA1	STAT4	STAT6	STOM	TAGLN3	TDRD3	TFPI2	THBD	TM4SF4	TNFSF9	TNS2	TP53TG1	TRIM22	TRIM38	TSPAN7	TYR	UGT2B7	VCAN	VGF	VIM	VLDLR	VPS41	ZFYVE16	ZNF516
P53_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/P53_DN.V1_UP	ADM	ADORA2B	AGR2	AHR	AMPH	ANKRD1	ANXA1	ANXA2P1	APBB2	AREG	ARL4A	ASS1	AUTS2	AXL	AZGP1	BCAR3	BCL10	BIRC2	BMP4	C4BPB	CALB1	CAMK1	CAND2	CAT	CCN1	CD24	CD9	CDH11	CDH13	CDK2AP1	CDKN2A	CDKN2D	CEACAM6	CEMIP	CFB	CHKA	CLDN3	CLIP3	CLTCL1	CNN3	CNR1	COL13A1	COL17A1	COL1A2	COL3A1	CORO2A	CPE	CRIM1	CRYBG1	CST6	CTAG2	CTNNBIP1	CXADR	DAAM1	DHRS3	DKK1	DMD	DSC2	DSP	EDIL3	EFEMP1	EFNB2	EGFR	ELF4	ENPP4	EPCAM	EXPH5	F3	FBLN2	FHL2	FOXN3	FYN	G0S2	GLUL	GP1BB	GPSM2	GRIK2	GSTT1	H2AC8	HAPLN1	HDAC9	IFI27	IGFBP6	IL18	INHBB	INPP1	IRF1	ITGA2	ITGB4	KAT5	KHDRBS3	KLF5	KLK1	KLK10	KRT15	KRT18	KRT19	LAMB2	LAMP3	LHFPL2	LOXL1	LPCAT4	LRIG1	LRRC42	LSR	LTBP1	LZTS3	MAFF	MAP3K5	MARCKS	MARK2	ME3	MEIS2	MEST	MISP	MMP1	MSLN	MTAP	MYCL	MYOF	NDC80	NEBL	NKX2-1	NMNAT2	NMU	NR2F1	NR2F2	OIP5	OLFML2A	PITX1	PLAU	PLCE1	PODXL	PPARD	PPARG	PPL	PRDX2	PRSS2	PRSS3	PTK7	PTN	PTPRH	RABGAP1L	RAMP1	RBP1	REEP2	RNASE4	RNF11	RP2	RRAS2	S100P	SAP30	SCG2	SCNN1A	SCRN1	SDC4	SERPINB5	SH3GLB1	SLC16A2	SLIT2	SMAD6	SMAGP	SNHG3	SOX9	SPINT2	SPRY2	SULF1	SUN1	SYNJ2	TACSTD2	TGFBI	THOC1	TJP2	TMEM30B	TOX3	TPBG	TPTEP1	TSPAN8	TUBA4A	UCHL1	UGT8	UNC13B	UQCRH	USP1	VASP	VIPR1	YAP1	YES1	ZNF160	ZNF165	ZNF185	ZNF415	ZNF44	ZNF799
P53_DN.V2_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/P53_DN.V2_DN	ABCG5	ACOX2	ACSM3	ADAM11	AGPAT3	ALOX5	ANO2	ANPEP	ATP4B	ATP6V1B1	BCAT1	BCL2L11	BEST1	BMAL1	BMP3	BMPR1B	BMPR2	C1orf21	C5AR1	CCNF	CDADC1	CENPA	CFD	CHD1L	CLEC4M	CLTCL1	CNTF	CST4	CYP27B1	CYP39A1	DIO1	E2F2	ELAVL2	ELL2	ENPEP	EPHA7	EPHX2	EVC	EYA1	FAAH	FABP4	FKBP5	FPR2	FRS2	GAD2	GJA10	GMIP	GNA13	GPR75	GPSM2	GRK4	GUCY2C	GZMM	H1-4	H2AC13	HBD	HCG9	HMMR	HNRNPA0	HOXA11	HOXA2	HOXB3	HOXD13	HP1BP3	HPGD	HS3ST3B1	HSF2BP	HTN1	IGFBP4	IGFBP6	IL17A	ITGA4	KCNIP1	KCNJ8	KCNJ9	LILRA2	LIPE	LLGL1	MMP16	MTHFR	MYBPC3	NDC80	NFKBIB	NKX2-1	NOL3	NPL	NPY4R	NRXN3	NTF3	NUDT6	PBX2	PCDHB13	PDE6H	PER3	PGF	PIP	PLEK2	PNMA3	PNOC	POU3F2	PPIL2	PPP1R17	PRICKLE3	PRMT8	PTGDS	PTPN11	QTRT1	RAB17	RAB38	RAB4B	RAB8B	RAD52	RASAL1	RECK	RNF17	RNF2	SCN9A	SELL	SERGEF	SERPINF1	SERPING1	SIL1	SLC24A1	SLC27A6	SLC6A3	SLCO2A1	SMPX	SNAI1	SNPH	SNTB1	SREBF1	SSTR1	SSTR2	SYT17	TAF12	TDRD1	TINAGL1	TLR1	TNNC2	TP53TG1	TP73	TRPV6	TTR	TULP2	ZNHIT2
P53_DN.V2_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/P53_DN.V2_UP	ADAM12	ALOX5AP	AMELX	ANGPTL3	ANGPTL4	ANXA10	APOL3	ATP12A	AVPR2	BARX2	BAX	BFSP2	BPI	C4BPA	CA3	CACNG2	CCL20	CCL4	CD5L	CD68	CD69	CD83	CDH4	CEACAM5	CH25H	CHRNA10	CHST8	CLCF1	CLEC1A	CNOT9	CTLA4	CXCL1	CXCL12	CXCL2	CXCL5	CXCL6	CXCL8	CYP17A1	CYP2A13	CYP2C8	CYP2D6	DLX6	DPF1	DPYS	EML3	ETV5	EVI2A	EVX1	FCRL2	FGF22	FOSL2	FOXL2	FPR3	FZD9	GALK1	GP5	GPA33	GSC2	GUCY2D	GYPB	H1-6	H2AC4	H6PD	HAO1	HS3ST2	HTR1E	IER3	IKZF1	IL1RAPL1	IL1RN	IL36A	INPP5D	INSL3	INSL4	ITM2A	KCNK3	KCNMB1	KRT14	KRT31	LALBA	LGSN	LRRC32	MAGEC2	ME3	MMP13	MMP17	MMP3	MOG	MPZ	MT1G	NCKAP1L	NF1	NFIX	NFKBIA	NTRK3	NTSR1	OR10H3	OSGIN1	OSGIN2	P2RY11	P2RY6	PCDH1	PCDHA6	PDC	PF4V1	PIDD1	PKD2L1	POU2AF1	POU6F1	PPEF1	PRDM11	PRKCE	PRRG3	PRTN3	PTK2B	PTX3	PYY	RELB	RFPL2	RFX2	RGR	RHD	RIPK4	RND2	RNF39	RORC	SARDH	SDC4	SLA	SLC15A2	SLC16A4	SLC38A3	SLC4A10	SPINK1	SPRR1B	SPRR2C	SYN1	TDRKH	TFAP4	TNFAIP3	TNFRSF9	TNNI3K	TNR	TP53	TPTE	TUBB1	WNT3	XAF1
PDGF_ERK_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PDGF_ERK_DN.V1_DN	ADM	ANGEL1	ANKRD40	APC2	ARF6	ARHGEF16	ASMT	ATXN8OS	BAG5	BCL10	BCL7B	BCL9	BNC1	BPGM	BRPF1	BTG1	C2CD2L	CCNF	CCNG2	CDK2AP2	CDKN1B	CDR2L	CEBPB	CIC	CKS2	CNTRL	DHX34	DIP2A	DNAAF11	DNAJB1	DNAJB9	DTX2	DUSP1	DUSP6	DUSP8	DYRK2	E2F6	EDRF1	EEIG1	EFNA3	EFNB2	EGR1	ERF	FADD	FAM50B	FAM89B	FBXL14	FBXL18	FRAT2	FZD2	GIPC1	GRIN2B	GTF2B	HAUS3	HIC2	HINFP	IDUA	IL2RG	IL7R	IRAK1BP1	IRF2	ISL1	ITGB6	JUN	JUNB	KDM2A	KLF10	KLHL25	KRT13	LRRC40	LTBP1	LY86	MAB21L1	MAD2L1BP	MAFF	MAFG	MAP3K3	MAPK3	MBD3	MFSD5	MGAT1	MIR124-1HG	MNT	MOGS	MON1B	MORC3	MPPED1	MYC	MYCN	NCAPH2	NEFH	NFIL3	NFKBIA	NOP16	OMD	PDE4A	PDGFRA	PER1	PHLPP1	PHOX2B	PISD	PITPNM1	PKD1P1	PNMT	PNRC1	POLG2	PPM1A	PPP1R10	PPP2R5B	PPP6R1	PPRC1	PRCC	PRSS16	PRSS3P2	RHOB	RNF139	RTN2	SAC3D1	SCO2	SLC25A44	SLC3A2	SMAD7	SMN1	SMOX	SNAPC4	SPRY2	SULT1A1	SUOX	TBCC	TBKBP1	TBX2	TFIP11	TGIF1	THAP11	TMED5	TMEM11	TMEM115	TMEM131L	TNFSF8	TRAIP	TRIB1	UNC50	USP33	ZBTB5	ZFP36L2	ZNF202	ZNF324	ZNF500	ZSCAN9
PDGF_ERK_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PDGF_ERK_DN.V1_UP	AAGAB	ABCC6P2	ACOT11	ACP5	ADCY7	ALDH5A1	ANXA10	ANXA11	ANXA7	AQP3	ATF6	ATXN2	ATXN7	C17orf75	C22orf31	CALML4	CCL25	CCP110	CDC14B	CDK6	CEP131	CETN2	CFAP70	CFDP1	CHEK2	CLCN2	CLEC2B	CMTR1	COL10A1	COL1A1	CORO2B	CPS1	DDN	DNAJC7	ELP4	EXOSC10	EXOSC7	EXOSC8	FAM149B1	FCHSD2	FLI1	FSTL4	GALNT3	GAP43	GLRA2	GLRX	GNMT	GTF2H5	HCRTR1	HDLBP	HEBP2	HSPA4L	HYAL1	IFNA13	IL12RB1	INHBA	KBTBD11	KIFAP3	KIR3DL2	KLK7	LAS1L	LEPROT	LINC01587	LMAN1	LRCH4	LRPAP1	LUZP2	MAGEA8	MAML3	MAOA	MAP2	MID1	MPI	MRPS11	MTHFR	MVK	MYBPC3	MYO1E	NAGLU	NCKAP1L	NDN	NDUFS1	NEK9	NEU3	NMBR	NOS2	NRG1	NRIP1	NTNG1	NUP160	OCA2	OPRK1	ORC3	OXCT1	PAN2	PAX2	PDIA3	PHLDA2	PKN2	PMP22	PPIC	PPIP5K2	PPP1R37	PSMB10	PTGDS	RALYL	RARS1	RBM3	REST	REXO5	RIPPLY3	RPIA	RPS20P14	RRBP1	RTCA	SERINC1	SERPINB2	SLC39A7	SND1-IT1	SNRNP40	SNRPD3	SNX19	SOX21	SPAG5	SRY	ST6GAL1	STX12	SWAP70	TAB1	TAF12	TAF1B	TAT	TBX5	TCEAL2	THOC2	TNNT2	TP53I3	TRAF5	TSPAN5	TSPAN9	VPS39	XPA	ZIC4	ZNF185	ZNF84
PDGF_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PDGF_UP.V1_DN	ACADL	ACVRL1	ADAM23	ADCY2	ADRB3	ALB	ANXA2P2	AOX1	ARSF	ARSL	ASPH	ATP4B	ATXN8OS	BCL3	BHLHE40	BMP3	BPGM	C2	CBLIF	CBLN1	CCKAR	CCL13	CCNT1	CDC14A	CHST15	CLCN7	COL1A2	COL4A5	CRABP1	CRYAB	CRYGA	CTNND2	CUBN	CYB5R1	CYP1A1	CYP3A4	DBP	DCAF1	DHX9-AS1	DNMBP	DSC1	DUSP10	EDN3	EGF	EVI2A	FBN2	FCGR2A	FPR3	GABPB1-IT1	GK	GNL3L	GNLY	GPR39	H1-6	H2AC8	HCG4B	HERC3	HLA-DPA1	HOXD1	HYAL3	IGHM	IGHV1-69	IL17A	IL7R	INE1	ITGB6	JUN	KIAA1217	KIR2DS1	KIR3DL1	KL	KLF1	KLF5	KRT13	KRT20	KYAT3	LILRB5	LIMK1	LINC01558	LRP2	LRRTM2	LTBP1	LY75	LY86	MAP7	MAPK3	MC1R	MIR124-1HG	MSX1	MXRA5	OMD	OR10H2	PAFAH2	PCDH8	PF4	PLAG1	PLAT	PPP2R5B	PRKN	PRSS1	PRSS16	PRSS3P2	RAD9A	RHOBTB1	SAG	SCAND2P	SEMA3C	SLC10A2	SLC13A2	SLC22A18	SLC26A2	SLC26A4	SLC28A1	SLC8A2	SLC9A2	SMG7-AS1	SMR3A	SP140	SPTA1	TACSTD2	TBX2	TCL1A	TIMP3	TNFSF8	TNS2	TP53TG5	TPSD1	TRAIP	TUBA4B	UNG	USP33	VENTX	ZBTB7A	ZNF10	ZNF33B	ZNF688
PDGF_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PDGF_UP.V1_UP	ACOT11	ADAM9	AGFG1	ANXA7	ARC	AREG	ARHGEF15	ARR3	ATAD2B	ATF3	ATF6	ATP6V0A2	ATXN2	ATXN7	BICD2	CAPZA2	CBX2	CBX4	CCL25	CCNE1	CDC25A	CDC6	CDK5R2	CDK6	CDKN1A	CHKA	CITED1	CLDND1	DDIT4	DEGS1	DIXDC1	DKFZP434A062	DNAJA2	DUSP5	EGR1	EGR3	ELOVL2	ELP4	ETFB	ETS2	EXOSC10	EZR	FAM149B1	FAM3C	FAM98A	FDX1	FKBP2	FOS	FOSL1	GADD45A	GLOD4	GNG11	GNL1	GPSM2	HDAC4	HDLBP	HSPA2	HTR1E	IFNAR1	INHBA	JOSD1	KBTBD11	KCNK3	KDM6A	KLF10	LAS1L	LRPAP1	LSM1	MADD	MAPK6	MBTPS1	MMP17	MOB1A	MORC2	MPI	MRPS11	MYL2	NAB2	NAGLU	NCKAP1L	NDN	NDRG4	NDUFAF1	NDUFS1	NEDD9	NEU3	NMBR	NRAS	NUP160	OR2B6	ORC2	P2RX1	PAF1	PANX1	PARG	PEX11A	PFKFB3	POTEKP	PPP1R12B	PPP1R37	PSMC3	PSMC6	RAB35	RAB40B	RANBP6	RNF14	RNF19B	RNF4	SDC3	SEPTIN10	SERINC1	SERPINI1	SIK1	SLC20A1	SLC30A1	SLC39A7	SLC5A3	SLC7A5	SLCO3A1	SND1-IT1	SNRNP35	SNRNP40	SNRPD3	STK10	SUZ12P1	TAF12	TET3	TFIP11	TFPI2	TGIF2	THOC2	TJP2	TMEM158	TRAF5	TRIP12	UAP1	URB2	UTP3	VPS39	WDR46	YJU2	ZBTB18	ZBTB24	ZNF304	ZNF394	ZNF460
PGF_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PGF_UP.V1_DN	ACAT2	ACTL6B	ADH1B	AK4	ALOX5AP	AMELX	ANGEL1	AOC4P	APOC1	ARC	ATP1A3	ATP2B2	AURKC	AVPR1B	BCAM	BMP2	C9	CACNA1C	CACNA1H	CAMK2B	CBFA2T3	CCDC9	CCL16	CD5	CDC20	CDKN2C	CEACAM3	CEACAM6	CEBPA	CFAP20	CFAP410	CLASRP	CLDN9	CLPTM1	COL11A2	COL18A1	CREBZF	CRX	CSHL1	CTF1	CTRL	CTSW	CYP1A1	CYP2A13	DAAM2	DDX3Y	DHCR24	DHX34	DLEC1	DLGAP1	DOLPP1	DPF1	EDN2	EFNA5	ELAVL3	ENPP2	ENSG00000291006	ENTPD2	ENTPD3	ERF	EVPL	FCN2	FGA	FOXG1	FZD7	GATA4	GFRA2	GH1	GLYAT	GNAL	GNB3	GPR17	GPR182	GPR37L1	GRAP2	GRIA1	GRM2	GYPC	HBZ	HOMER2	IGFBP2	IGFBP5	IGFBP6	IGHA2	IQCK	IRF2BP1	ITGB4	KCNAB2	KCNC3	KCNN4	KCNQ3	KHDRBS2	KLK10	KMT2D	KRT31	KRT9	LINC02487	LOXL1	LRRC23	LTK	LY6E	MAP1A	MAST1	MCF2L	MEF2B	MSI1	MTSS2	MYL9	MYO1F	MYOG	NCAM1	NCR3	NELL2	NFASC	NFKB2	NOS1AP	NOS2	NOX1	NPAS3	NPR2	NR6A1	NUCB1	OBSCN	OGDH	PAIP2B	PAX2	PDE1B	PDE6A	PDPN	PIK3R2	PIP5K1A	PITX3	PKD1	PKLR	PKP3	POU2F3	PPFIA4	PRPF19	PSG11	PTGFR	PTPRH	PTPRU	PXN	RAB5C	RELB	RFNG	RIMS3	RPS4Y1	S100A4	SDC4	SERPINA3	SH3BP1	SHBG	SHH	SLC14A2	SLC29A2	SLC30A10	SLC6A15	SMARCD1	SMG6	SNX29	SPN	SPRY1	SPTB	SRCAP	SRGAP3	SSTR2	SVEP1	TAOK2	TAS2R14	THY1	TMEM158	TMEM97	TMSB4Y	TNFAIP3	TNFSF12	TOP3B	TPTEP1	TRIO	TROAP	TTLL3	UBE2H	USP9Y	UTF1	VGF	YWHAH-AS1	ZFHX2	ZFR2	ZNF185	ZNF646
PGF_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PGF_UP.V1_UP	ABCA8	ABCE1	ACADM	ADAM9	AGA	AGL	AHCYL2	AIMP1	AKAP9	AMPH	ANAPC13	ANGPT2	ARL4A	ARMC6	ARMCX2	ASCC3	ATP13A3	ATP2A3	ATR	BACH1	BAZ2B	BCAS2	BCLAF1	BPGM	CALB2	CCL22	CCPG1	CD2AP	CDC27	CEBPZ	CEP350	CFH	CLEC2B	COL8A1	CPA3	CPD	CR2	CREB1	CRYBG3	CRYZ	DCP2	DHX29	DMTF1	DNAJB9	DNAJC3	DNASE2	DZIP1	EIF2S3	F11	FABP4	GGCX	GJA4	GLRB	GMFB	GPR37	GRB14	H2BC14	HIF1A	HNRNPA3P1	HS2ST1	HSD17B4	HSPA13	IL1RL1	IL6ST	IRAK1BP1	IREB2	ITGA2	ITSN2	KIAA0040	KIF5B	KLRG1	LARP4	LGALS8	LPCAT4	LRRC17	LTBP1	MAFK	MAGOH	MAP2K4	MAPK6	MARCHF7	MARK2	MAST2	MBTPS2	MICU2	MIPEP	MKLN1	MMP10	MMRN1	MTF2	MTM1	MTREX	NAP1L3	NAT1	NECAP1	NEK1	NEK7	NRCAM	NUCB2	NUP155	OPA1	OSBPL8	PAPOLA	PCDHA12	PDCD10	PEX1	PGAP1	PHEX	PHF3	PISD	PLA2G4A	POLR1F	PPAT	PPID	PPIG	PRKACB	PSPH	PSPHP1	PTGS2	RAP1A	RARB	RASGRP3	RCBTB2	RDH11	RECQL	REV3L	RFK	RGS2	RIF1	RIPK2	RNF13	RNF6	ROR1	RPGR	RRS1	RUNX1T1	SACS	SAT1	SCAF11	SGMS1	SKIC3	SLC33A1	SLC38A6	SLC4A7	SMC3	SMC4	SOCS5	SP3	SPOUT1	SPRYD7	SREK1	STAM2	STAU2	STK38L	STON1	STXBP3	SUCLA2	SULF1	SYNE2	TAF9	TASOR	TDG	TDP2	TDRD3	TFPI2	TGFBR3	THOC2	THSD7A	TMED5	TMEM259	TNFSF10	TOPORS	TRIP11	TRMU	TSPAN8	TTR	TWF1	UFL1	UGP2	UPF2	VCAN	WASHC4	XIST	ZC3H14	ZNF117	ZNF268	ZNF354A	ZNF451	ZNF674	ZZZ3
PKCA_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PKCA_DN.V1_DN	ABCA4	ABI3BP	ABO	ACOT1	ADAM11	ADGRB1	ADM	AGO2	AHSG	ALDH7A1	ANKS1A	APOC1	APOF	ARHGEF10	BARD1	BATF3	BCKDHB	BEX1	BID	CA3	CABYR	CAMP	CCL27	CD19	CD44	CD79B	CENPF	CENPT	CFD	CFH	CHST1	CKAP4	CLEC4D	CLEC7A	COCH	COL25A1	CP	CYGB	DDX6	DENND1B	DLG4	DUOXA2	EAF2	ECE2	EDN3	EEF2KMT	EIF4E3	ENPP4	ETV3	EXT1	FABP6	FERMT3	FXYD4	GABBR1	GAS2	GASK1B	GATAD2B	GBP1	GGNBP2	GJB3	GLDC	HES7	HK2	HOXC8	HS3ST3A1	IL36A	IRX1	ITGB6	ITGB7	KANK2	KCNIP2	KLHL1	LARP7	LPL	MAGT1	MALAT1	MAP3K6	MBL2	MBOAT1	MC1R	METTL1	MGAT4C	MSC	MT4	MUC5AC	MYO1B	NANOS2	NEUROD4	NFIL3	NFKBIZ	NKX2-1	NR1H4	NR2C2	NUCB2	OTUB2	PARM1	PCDHB15	PDGFC	PDGFRB	PIGO	PLA2G2E	PLAU	POU3F4	PRKCA	PRKN	PROCR	PRPF40A	PSAT1	PSPC1	PTK6	PYCR1	RFX2	RHOJ	RWDD3	SAA1	SAA2	SAA3P	SEMA6C	SERINC4	SHF	SIK1	SLC10A2	SLC14A1	SLC1A1	SLC30A1	SLC32A1	SLC46A2	SLIT3	SNTB2	SP140	ST6GALNAC1	SUOX	SYT12	TIFA	TLR2	TMIGD1	TMPRSS5	TNFRSF12A	TNNI2	TRIB1	TRPV2	TWF2	TXNRD2	UGGT1	WAS	WASHC4	WDFY3	WDR5	ZBTB7A	ZC3H12A	ZDHHC1	ZEB2	ZNF319	ZSCAN2
PKCA_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PKCA_DN.V1_UP	ACHE	ACOT12	ADA	ADAM3A	ADCY3	ADORA2B	ADRA1A	AFP	AGXT	ALOX12P2	ARSG	BBOX1	BSN	C3orf62	CA2	CABP5	CASP6	CCL24	CCN5	CD36	CDIP1	CDR2	CELA3A	CES1	CES2	CMTR2	CREB3L2	CRYGB	CXCL17	CYP11A1	DBNDD1	DDX60	DHRS1	DIO1	DKK4	DLX1	EGR3	EGR4	ELMOD3	ENPP3	FBLN1	FBP1	FERD3L	FMR1NB	G6PC1	GALNT6	GATA4	GDPD2	GFAP	GHRL	GLI2	GNAO1	GPR155	GSTA2	GSTA3	GSTA4	GSTM1	GSTM4	GSTT1	HLA-E	HOXB4	ICAM5	IL15	IL33	KERA	KIRREL1	KLF15	LCT	LEAP2	LECT2	LIX1	LPAR3	LPO	LTB4R	LTC4S	MGMT	MRAP	MUSK	NECAB2	NMT2	NOS1	NR1I3	NRG4	NXNL1	NXNL2	OAS2	OAS3	ORMDL3	PACSIN1	PAQR7	PASK	PCK1	PDK2	PDK4	PER2	PHKA1	PIPOX	PLEKHF1	PLPP7	PLXNA3	PPP6R2	PRODH2	PROP1	PSAPL1	PSMC3IP	PTGDS	RAB30	RBPJL	RDH12	RDH16	RDH5	REG1A	RETSAT	RNASE1	RTBDN	S100G	SCOC	SEC14L2	SECTM1	SGK3	SHISA2	SLC16A3	SLC20A1	SLC23A1	SLC23A2	SLC27A2	SLC2A2	SLC2A5	SLC47A1	SLC6A20	SLC7A8	SLCO1C1	SMPD3	SP6	SPNS2	SPTBN4	SSBP2	TCHH	TEF	TET1	TLCD4	TMEM135	TPMT	TREH	TSKU	TTI1	TUB	TUBB2B	TYMP	UBD	UGT2A3	UPB1	USP27X	VWA1	WNT10A	YJEFN3	ZBTB7C	ZFPM1	ZIM3	ZNF865
PRC1_BMI_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRC1_BMI_UP.V1_DN	AANAT	ADAMTS7	ANKS1B	AP1G2	APOA1	APOBEC1	APOBEC3F	ARSD	ATP2A3	ATP8A2	BARX1	BBC3	BMI1	BPNT1	C22orf31	CA5A	CABP2	CACNA2D2	CALCA	CALML5	CAND1	CARD14	CCL18	CD207	CHM	CHRNA3	CIITA	CLDN14	CLIC3	CLSPN	CNGB3	COQ8B	CORO1A	CRISP1	CRYBG2	CTAG2	CXCR6	CYP27A1	CYP2C19	CYP3A7	DCC	DDX25	DNAI1	DNMT3L	DPY19L4	E2F5	ECPAS	EDN2	EFNA5	EPHX2	EVPL	FABP2	FAM106A	FBXL8	FBXO17	FES	FGA	FGFR3	FKBP5	FKBP6	FLG	FN3K	FNDC4	FOXJ1	FZD10	GABARAPL3	GALK1	GAS1	GAS8-AS1	GFAP	GJC2	GLRA2	GNA15	GNB1L	GPR183	GUSBP11	GVINP1	H2BC10	HAPLN2	HCN4	HCRTR2	HHIPL2	HLA-DPB1	HOXA10	HOXD11	HYAL1	IFIT1	IMPG2	INKA2	ITGA7	KBTBD11	KCNC1	KCNF1	KCNJ4	KIR2DL3	KMT2D	L2HGDH	LAMC3	LHX6	LIM2	LINC02249	LIPE	LMOD1	LRP12	LRRC36	LRRC37A4P	LRRC37BP1	LY6G6C	LY6G6E	MAPK3	MFSD6	MIA	MLLT1	MON1B	MPPED1	MTHFS	MYH13	NAA80	NACAD	NCR1	NHERF2	NPFFR1	NXT2	ONECUT2	OPCML	OR10H3	OVOL2	OXNAD1	P2RX3	PACSIN3	PADI1	PAGE4	PCDHA10	PCK1	PCOTH	PDGFB	PEAK1	PIK3C2G	PILRA	PLA1A	PLIN1	PLXNB3	PNPLA3	PROP1	PRRG2	PRSS8	PSD4	PTPRO	PYCARD	QPRT	RAD54L2	RAPGEF5	RBPJL	RDH5	RND2	RNF19A	RNF2	SDK2	SERPINA7	SERPINB10	SERPINB3	SHANK1	SLC16A10	SLC22A6	SLC25A23	SLC27A3	SLC66A3	SNTG1	SOAT2	SPINT1	SPTBN2	STMN3	SV2B	SYN1	SYN3	TBXAS1	TBXT	TM4SF20	TNNT2	TPSD1	TRPM4	TSPAN12	UPK1A	USP46	ZNF771	ZNRF4	ZXDC
PRC1_BMI_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRC1_BMI_UP.V1_UP	AATK	ABCB4	ACE	ACKR2	ACTL8	ADAP2	ADCY8	AGAP2	AGO4	AMMECR1	ANGPTL3	ANKRD2	ANKRD46	AOC4P	ARHGEF38	ARL4C	ATP1B2	AZU1	BHMT2	BIRC3	C22orf46P	CACNA2D3	CCL18	CCL8	CCND2	CCNT1	CCR3	CD5	CD5L	CDADC1	CDH22	CDK17	CDK6	CFAP69	CHD7	CLCA1	CLDN16	CLDN3	CLEC4E	CNGA1	COL10A1	COL13A1	COLEC11	CXCL10	CXCL8	CYP2B6	DCP2	DELEC1	DENND5B	DKK2	DMD	DNAJC12	DPEP1	DUSP2	DYM	EDN1	EGR2	EHHADH	EOGT	EPS8L3	ERAP2	ERMAP	EYA3	FAM153A	FAM76A	FAM86C1P	FCHO1	FGF12	FOXG1	FOXP1	FPR3	GABRA4	GAD2	GADD45G	GALNT3	GATA1	GMIP	GNG3	GNL3LP1	GRIN2C	GRM2	GUCY1A1	H3C11	H3C12	HBA2	HCAR3	HIC2	HSPB7	HYAL3	IDO1	IGHV1-69	IKZF2	IL5	IRF8	KIAA0319L	KIF5A	KIR2DL4	KLHL1	KLHL28	KRI1	KRT1	LIME1	LPAR3	LRRC31	LRRC8B	LUZP4	MADCAM1	MAFK	MCTP1	MDFI	MMP25	MTMR8	MYL3	MYT1	NEIL1	NEUROD6	NIN	NR0B2	NR1I2	NUP58	NXF2	OPA3	OSGIN1	PADI4	PAIP2B	PAX5	PAX6	PCDHB12	PDE6A	PELI1	PELI2	PGLYRP4	PINLYP	PLEK2	PLEKHF1	PMEPA1	PRND	PSG7	PTCH2	PTGDS	PTPN7	RBM4	RFPL2	RGS16	RGS6	RIC3	RIPK4	RREB1	S100P	SCGB2A2	SCTR	SDCCAG8	SERPINA3	SH2D2A	SIM2	SLC19A2	SLC1A2	SLC6A15	SLCO4A1	SLPI	SOHLH2	SPON1	SRY	SSTR4	STUM	THNSL2	TLE2	TMEM187	TNFAIP3	TNN	TNNI3K	TOR1AIP2	TRPC6	TSPAN7	TTLL4	TYR	USP46	XPNPEP2	YBX2	ZBTB10	ZNF117	ZNF184	ZNF423	ZNF91	ZSWIM1
PRC2_EED_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRC2_EED_DN.V1_DN	ABCB8	ABCB9	ACAA2	ACY1	AFF3	ALG12	AMDHD2	ANKZF1	AP1G2	APLP1	ARHGAP19	ARHGEF17	ARRB2	ASF1B	ATP13A2	BBC3	BCKDK	BTBD2	BTBD7	BUB1B	C1orf112	CA9	CAD	CASKIN2	CCL18	CDC45	CDCA8	CDK18	CEP131	CHAF1B	CHM	CHST3	CLPB	CLSPN	CORO1A	CRYBG2	CSDC2	CSPG4	CXCL12	DBF4B	DCLRE1B	DCSTAMP	DDX31	DLK2	DNAJB2	DUSP7	EED	EHMT2	ENO2	ERCC2	EXOSC2	FADS2	FASN	FBXL6	FBXO17	FER	FKBP5	FOSL2	FRS2	FZD8	GALK1	GLE1	GLI1	GNAI2	GPR176	GSDMD	H1-10	HELLS	HIC1	HIVEP3	HMOX1	HP1BP3	HS6ST1	IDH2	INCENP	INHBB	INKA2	INSIG1	ITPKB	JUP	KCNA4	KCNS1	KIF23	KIF4A	KLK8	LIN7A	LIPE	LMOD1	LRRC20	LSS	MAP3K6	MAPK7	MCM10	MCM2	MCM5	MCOLN1	MFHAS1	MIA	MICAL1	MICALL2	MISP	MRAS	MVD	MYBL2	NDRG4	NHERF2	NUP188	NYNRIN	ODF2	ORC1	OSGEPL1	PACS1	PACSIN3	PAGR1	PC	PCDH12	PCDHGA3	PCDHGC3	PDCD1LG2	PDE4D	PEAK1	PFKFB4	PHKG2	PLAAT3	PLK1	PLXNB1	PLXNB3	PNPLA3	POLA2	POLD1	PRICKLE3	PRKACG	PRMT7	PTGER2	PTK2B	PWP2	QTRT1	RAD54L	RAD54L2	RANGAP1	RAPGEF1	RASSF1	RDH5	RECQL4	RIPK1	RNF19A	RTL10	SCD	SEMA3B	SERPINB10	SIPA1	SLC12A4	SLC26A1	SLC2A6	SLC35C2	SP1	STXBP2	SURF2	SV2A	SYMPK	SYN1	TACC3	TAF1C	TBL3	TCAP	TCIRG1	TEDC2	TGFBR1	THRAP3	TKFC	TMEM59L	TNFRSF10D	TNIP1	TNK2	TNS4	TOP3B	TRIM46	TRMT2A	TRPM4	TSC2	TUBGCP2	TUT1	USP20	UTRN	VAC14	VARS1	VAV2	WFDC1	WIZ	XRCC3	ZDHHC6	ZNF446	ZWILCH
PRC2_EED_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRC2_EED_DN.V1_UP	AATK	ACAP1	ADAM17	ADGRF5	ADGRL4	ADRA1B	AFP	AKR1B10	AKR1C3	ANGPTL4	ANKRD46	ANXA10	ARHGAP24	ARL4C	ASB4	ASCL3	ATF3	ATXN1	AVL9	BACH1	BAZ2B	BMP2K	BTBD3	C1orf21	C2CD2	CACNA2D3	CBR4	CBX8	CCDC87	CCK	CCL16	CCND2	CCSER2	CD244	CD5	CDADC1	CDHR2	CDK2AP1	CDKN1C	CDRT4	CHST11	CIDEA	CLCA1	CLGN	CLIP1	CNGA1	CORO2B	CSHL1	CTSO	CUBN	CXCL10	CYP1A1	DCP2	DEPP1	DKK2	DMD	DNAJC12	DUSP8	ELF1	ENPP2	ERMAP	EVI5	FAM224A	FPR3	FUCA1	GADD45G	GALNT3	GATA1	GDF5	GPC5	GPR37	GSC2	GSG1	GSTA3	H1-2	H2AC6	H2BC12L	H2BC21	H2BC4	H2BC8	HDAC9	HIC2	HINFP	HIVEP2	HOXA2	HOXC8	IFI6	IL12A	IL13RA2	IL1RL1	IRF8	KCNJ15	KCNQ2	KIF1B	KLHL28	KLK6	KMT5B	LRCH4	LUZP4	LXN	LY96	MADCAM1	MAP3K7CL	MAPK8IP3	MCTP1	MPDZ	MRS2	MS4A4A	MTHFD2L	MTSS1	MYH1	NIBAN1	NKIRAS2	NMT2	NPVF	NR0B2	NR3C2	NUP58	NXPH3	OBSCN	ORAI3	OSGIN1	OSTM1	P2RX2	PCBD1	PCGF3	PCSK1N	PDGFA	PDZRN4	PKD2L1	PLAG1	PLSCR4	PMEPA1	PPM1H	PRELID3B	PRSS12	PTBP2	PTGDS	PTPN7	PTPRT	RAB40B	RABGAP1L	RASL12	RBM47	REV3L	RFPL2	RGR	RNF38	RPL3L	RSRP1	SATB1	SCG2	SCG5	SCN10A	SCTR	SEMA6D	SERINC5	SERPINB2	SERPINB7	SLC12A8	SLC28A1	SLC30A10	SLC35D2	SLC5A5	SLC6A15	SLPI	SMR3A	SPON1	STIP1	TAF11	THNSL2	TMEM187	TNFRSF11A	TOR1AIP2	TRIB1	TRPS1	TSPAN13	TTTY14	TUFT1	USP12	USP46	VTN	WDR33	ZBTB20	ZHX3	ZNF177	ZNF226	ZNF277	ZNF91	ZNHIT2	ZP4
PRC2_EZH2_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRC2_EZH2_UP.V1_DN	ACTC1	ADAMTS5	AFF3	AGTR1	APLP1	ATG16L1	ATP4B	ATXN8OS	AURKB	BARX1	BCCIP	BUB1	CACNA2D2	CAMK4	CASC3	CCL18	CD320	CDC25A	CDC45	CDH17	CDT1	CEBPE	CENPF	CENPU	CGA	CHM	CNGB3	COQ8B	CORO1A	CPEB1	CRYBG2	CXCL12	CYB5B	CYP3A7	DCSTAMP	DDB2	DDHD2	DEF6	DEPDC1	DEPDC5	DLGAP5	DNA2	DNMT3L	DOC2B	DPY19L4	DSCC1	ECT2	ELL2	ELP6	ENSG00000291006	EPHX2	ETS1	EXOSC8	EZH2	FCN3	FKBP5	FKBP6	FOSL2	FOXN3	FUT7	GALR3	GAS1	GJC2	GLRA2	GNA15	GNB1L	GRM4	GTPBP4	GUCY1A2	H3C7	HAS2	HAUS5	HBD	HCFC1R1	HELLS	HJURP	HMMR	HMOX1	HOXA10	HOXD11	HP1BP3	IFIT1	IL17RB	INHBB	INO80D	IQCC	KCND1	KCNS1	KCTD2	KIF15	KIF4A	KLHL11	KNTC1	KRT81	LBR	LEMD3	LGALS7	LIN7A	LINS1	LMNB1	LMOD1	LPGAT1	LRP12	LRRC20	LRRC32	LRRC61	MCM10	MCM2	MED18	MEFV	METTL16	MIS18BP1	MPIG6B	MRPS18B	MS4A12	MSH5	MST1R	MXD3	MYBL2	MYT1L	NCAPH	NFE2	NFIB	NGF	NLGN1	NMBR	NPAS1	NPR3	NR6A1	NUP37	NUP43	OCEL1	OIP5	OLFML2B	OXNAD1	OXTR	PAGE4	PAN2	PCK2	PCYT1B	PDCD4-AS1	PEAK1	PILRB	PITX1	PLCD1	PLN	PNOC	POLR3G	PRIM1	PRSS1	PSPH	PSRC1	PTGDS	PTPRD	PUS7	RAD54L	RDH5	RFC4	RHPN1-AS1	RNF19A	RPS6KA6	SCN3A	SIGLEC5	SKP2	SLC16A10	SLC2A6	SLC7A2	SLC8A1	SOAT2	SOGA1	SPAG11A	SULF1	SYN1	SYP	SYT11	TACC3	TBC1D2	TFAM	THBS2	THOP1	TNFSF11	TOX	TPD52L1	TRPM4	TTK	UTF1	VPS37B	WDR76	XRCC3	ZNF219	ZNF446	ZNF574
PRC2_EZH2_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRC2_EZH2_UP.V1_UP	AATK	ABLIM3	ACTL8	ADGRG1	ADGRL4	AFP	AHNAK2	ALDH1A2	ALDH1A3	AMMECR1	ANGPTL2	ANGPTL4	ANKH	ANKRD46	ANPEP	APOF	ARL4C	ART3	ASIC2	ASPN	ATF6	ATXN1	B3GALT4	B4GALNT1	BHMT2	BMP2	BPGM	C3orf52	CARD9	CCDC68	CCK	CCNJL	CCR3	CD70	CDADC1	CDCP1	CDH13	CFAP69	CLEC2B	CLEC4E	CLIP1	CNIH3	COL10A1	COL13A1	COL4A5	COL4A6	COLEC10	CORO2B	CRCT1	CROT	CXCL8	DCBLD2	DIPK1A	DKK2	DMD	DNAJC12	DUSP3	DUSP8	EDN1	EPHB2	ERAP2	EREG	ESM1	ETV1	ETV4	EYA3	F2RL1	FLVCR2	FOLR3	FPR3	FXYD6	FZD1	GFPT2	GMIP	GPM6B	GPR37	HBEGF	HS3ST3A1	HYAL3	IDS	IFI44	IL13RA2	IL15RA	IL1RL1	IL33	IL6R	IRF8	ITGA2	JUP	KCNA1	KCNA2	KCNJ10	KCTD12	KIAA0319L	KIAA0513	KIR2DL4	KLF11	KLF13	KLF4	KLK7	KYNU	L1CAM	LUZP4	MALL	MAN2A1	MATCAP2	MCTP1	MEGF9	MMP10	MT4	MTHFD2L	MTMR10	NES	NOVA1	NPAS2	NPC1L1	NR0B2	NR3C2	NR4A2	NTSR1	NUP58	OPA3	OPN3	ORAI2	OSGIN1	OSTM1	OTUB2	PAMR1	PAQR5	PCBP3	PCDH9	PCTP	PDGFA	PIK3CB	PIR	PKIA	PLCB1	PMEPA1	POMT2	POPDC3	PPFIA4	PPP2R1B	PRKG2	PRSS3	PTBP2	PTHLH	PTPRB	RASL12	RGCC	RGS16	RGS17	SCML1	SEMA3A	SERPINB2	SETBP1	SHISAL1	SLC14A1	SLC16A8	SLC19A2	SLC2A3	SLC35D2	SLC5A7	SLC6A15	SLPI	SMPDL3A	SRD5A1	SRPX2	ST6GAL1	TBC1D19	TBXAS1	TMC7	TMEM100	TMEM35A	TNFAIP6	TOR4A	TRAF3IP1	TRAPPC14	TRIB1	TSPAN13	TSPAN7	TTLL7	TUB	TUBA4A	UBE2O	UCP1	VSNL1	VWA5A	WDR37	YOD1	YRDC	ZNF215	ZNF324
PRC2_SUZ12_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRC2_SUZ12_UP.V1_DN	ACP5	ACVRL1	ADAMTS7	ADCY2	ADRB3	AGER	AGO2	ALDH3A1	ALOXE3	AMBP	ANK1	AP1M2	APCS	ARF1P1	ARHGEF16	ARRB2	ARSD	ATG16L1	ATG2A	ATP2A3	ATP2C2	BBC3	BCL2L14	BPNT1	BTBD7	C22orf31	CA7	CACNA2D2	CACNG2	CBFA2T3	CCL19	CCNE1	CD1B	CD1D	CD22	CD247	CFAP70	CGA	CHEK1	CHN2	CHRNA6	CIB1	CLDN14	CLEC10A	COQ8B	CORO1A	CRISP1	CRYBG2	DCC	DCSTAMP	DCX	DEFB126	DFFB	DLGAP1	DNAI1	DRP2	EFNA5	ELP6	ENTR1	EPHX2	EPPK1	EVPL	FGA	FMO6P	FOXJ1	FRMD8	FXYD1	GAS8-AS1	GLRA2	GNA15	GNGT2	GP9	GUCY1B1	HAPLN2	HAUS5	HLA-DQA1	HOXA10	HOXB1	HOXC5	HOXD11	HS2ST1	HYAL1	IGKV3D-15	IGLL1	IL10RA	IL1RN	IL23A	IMPG2	KALRN	KAT8	KBTBD11	KCNMB2	KLF15	KLHL11	KLHL23	KRT3	KXD1	LDB2	LHX6	LILRA3	LINC00588	LINC01558	LMNB2	LMOD1	LPCAT1	LRP5L	LRRC61	MAP1LC3C	MAP2K4	MAPT	MARK1	MC5R	MED20	MEIS2	MYF6	MYH13	MYOM1	NAA10	NDUFC1	NLGN1	NPFFR1	NPY	NPY2R	ONECUT2	OPCML	OR10J1	OR52A1	OR6A2	ORC1	P2RY10	PAX1	PF4	PGAP1	PGK2	PHOX2B	PKP1	PNPLA3	POLA2	PRKN	PRSS8	PTGDS	PTPRO	PTTG2	PYCR3	RAD54L	RAVER2	RECQL4	RFX2	RITA1	ROCK1	RPL37A	RPS6KA2	RUNDC3A	SCHIP1	SERPINB4	SHPRH	SLC12A5	SLC16A10	SLC17A3	SLC35D1	SLC4A8	SLC6A6	SLC7A6	SLITRK3	SOAT2	SRD5A2	SRSF11	ST3GAL1	STAU2	STEEP1	STXBP2	SUZ12	SYN3	TACR1	TBXT	TCAP	TFEC	TINAGL1	TM4SF20	TNNT2	TPT1P8	TRAC	TSPAN12	UBQLN3	UPK1A	USP2	WFDC1	WRN	ZIC4	ZNF695	ZNF696	ZWILCH
PRC2_SUZ12_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRC2_SUZ12_UP.V1_UP	AATK	ACAP1	ACE	ACTA1	ACTL8	ADIRF	AGO4	ALDH1A2	ALDH1A3	ALX4	ANKRD46	ANXA2P3	AOC4P	ARL4C	ATXN1	BFSP1	BMP3	BRDT	BTN3A2	C1orf21	C2orf27A	CA11	CA6	CAB39L	CACNA2D3	CALML4	CBL	CBX7	CBX8	CCDC87	CCK	CCL18	CCNK	CCNT1	CD70	CDADC1	CFB	CH25H	CHST11	CIDEA	CLEC4E	CNPY4	COCH	COL13A1	CTSS	CXCR3	CYP1B1	CYP4F12	DACH1	DCBLD2	DCP2	DNAJC12	DOK2	DYNC2LI1	ECM2	EDN1	ELANE	ERAP2	ERMAP	ERO1A	ETV4	FAT2	FCHO1	FCN2	FGF6	FGF9	FMNL1	FOLR3	GAB2	GAD2	GATA1	GGT5	GIMAP4	GMIP	GPC6	GRIN2C	GRP	GUCY1A1	HBEGF	HIGD1B	HR	IFNA1	IL1RL2	IPCEF1	ITGA2	KCNJ15	KCNN4	KIAA0319L	KRI1	KRT15	KRT81	LCAT	LCE2B	LCP1	LIME1	LYPD1	MCTP1	MINAR1	MRS2	MT4	MTMR10	MTRF1	MYL3	MYT1	NEIL1	NGB	NKX6-1	NMRK2	NPY4R	NR0B2	NUP58	OPA3	OR7A10	OR7E47P	OSTM1	OTUB2	PAQR6	PCBP3	PCSK1N	PDE6A	PINLYP	PKD2L1	PLEK2	PLEKHA5	PMEPA1	POLM	POMT2	POU2F1	PPFIA4	PPIEL	PRKG2	PRKY	PRSS50	PSMB8	PTCD2	PTGIR	RBM4	REST	RNASEL	RPL3L	SCG5	SCTR	SEMA3E	SERGEF	SERPINB2	SETBP1	SLC13A3	SLC15A3	SLC39A2	SLC6A15	SLC6A9	SLCO4A1	SLPI	SMPD2	SPIB	SPTB	SRPK3	SST	ST18	STAB2	STAT5A	TAS2R13	TET3	THNSL2	TMEM187	TMEM245	TNFRSF1B	TOM1L2	TRAF3IP1	TRIM58	TRPC6	UCP1	UPK3B	USP46	VILL	WDR25	XK	XPNPEP2	ZNF177	ZNF208	ZNF324	ZNF471	ZNF550	ZNF76	ZRSR2P1
PTEN_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PTEN_DN.V1_DN	ABCA6	ACOX2	ACSBG2	ADAM2	ADCYAP1R1	ADGRE5	AGXT	ALX3	ANKRD34C	ANKRD53	ARL17A	ASIP	ATG16L1	ATP8B3	ATXN3L	B3GALT5	B4GALNT1	BMERB1	BTBD18	C1QTNF1	C4BPA	CA6	CAMK1	CAMK1D	CAND2	CCDC68	CCL16	CCN6	CCT8L2	CD3D	CDH10	CDH11	CDH22	CDO1	CHI3L1	CHST10	CHST7	CLDN10	CLDN14	COQ8B	CORO7	CPLX2	CXCL11	CXCR6	CYP4F11	DEFA4	DGKB	DMP1	DNASE1L2	DUOX2	EIF1AY	EMP3	ETV5	FARP2	FBXO17	FCN3	FGR	FJX1	FMNL1	FOLR3	FOSL1	FST	GABRB1	GALNT14	GJA10	GNG11	GPM6A	H4C4	HAAO	HEYL	HLA-DMA	HLA-DPA1	HLA-DPB1	HLA-DQB1	HLA-DRA	HLA-DRB1	HLA-DRB4	HMGCS1	HMGN5	HOXB1	HPCAL4	HS3ST1	IFNA21	IL17A	IL18RAP	IL19	IL1RL1	INPP4B	ITIH3	KCNIP1	KCNJ10	KCNJ4	KCNMB3	KIAA0087	KLHL28	KLRD1	KRT14	KRT23	KRT81	LCP1	LILRA6	LIN7A	LINC-PINT	LUM	MAGEC2	MAMLD1	MATN3	MC4R	MINAR1	MLANA	MRPL41	MSX2	MTUS2	NDST3	NEB	NMRK2	NOL10	NPPB	NR3C2	NRN1	OLFM1	OPRM1	P2RY14	PAH	PDC	PIK3C2G	PNMA3	PON3	PRKX	PROX1	PRSS2	PRSS3	PRTN3	PSMB9	PTEN	PTENP1	PTPRCAP	PYCARD	RARRES1	RBIS	RFPL1S	RFTN1	RLN2	RSPH14	SCN10A	SELL	SEMA4D	SERPINA10	SERPINB2	SERPINB3	SERPINE2	SETD1A	SGCE	SH3BGRL	SLC14A1	SLC22A18AS	SLC5A4	SPRR2C	ST8SIA3	SUGCT	SV2B	SV2C	TAS2R10	TBX1	TBX3	TENM1	TGFA	TLE6	TMEM262	TMPRSS6	TNR	TPPP3	TSPAN7	TWIST1	UGT2B17	UGT8	ULBP1	VIM	WNT16	XK	ZNF132	ZNF556	ZNF667	ZRSR2P1
PTEN_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PTEN_DN.V1_UP	ACSS3	ADGRB2	ADRA2A	ADRA2C	ALOX5AP	AQP1	ARHGDIG	ASPN	ATP6V1B1	AZU1	B3GAT1	BCL2L14	BDNF	BMP10	BMP7	BMPR1B	C11orf16	C2	C5	C8orf17	CAMTA1	CAPN11	CCDC102B	CCN5	CCNP	CD1E	CD27	CDIP1	CDKL2	CELSR2	CHRNB1	CLEC1B	CLPS	CLTCL1	CNR2	COL15A1	COL26A1	COPG2	CPVL	CSH2	CYB5R2	CYP11B1	CYP26A1	CYP39A1	CYRIA	DCC	DEFA5	DEFB1	DMRT1	DOK5	DSG3	EDN1	EEF1A2	EFNB3	EPHA4	EVI2A	FAM30A	FCER1G	FGF1	FNBP1L	GABRA5	GADD45G	GAL3ST1	GALR3	GDF10	GEMIN7	GGTLC2	GJC2	GLT8D2	GNAO1	GPER1	H1-6	HOXB2	HOXC8	HOXD1	HPR	HS3ST3B1	HSPA12A	HTN1	HTR1B	HTR2C	IFNA17	IFNA4	IFNA6	IL33	INHBB	INSL4	IRF9	ITGB2	JAG1	JAM3	KALRN	KANK3	KCNH7	KCNQ4	KIR2DL4	KLK8	KLRC4	LAMC3	LGALS13	LHX2	LRCH1	LRRC19	LYPD1	MACROH2A2	MAL	MAP3K5	MEFV	MIA	MMRN2	MSC	MSMB	MTARC2	MX2	MYBPC1	MYO15A	MYOT	NAP1L3	NEUROG1	NFASC	NGB	NR2F1	NREP	NTNG1	NYNRIN	OR1A2	OSGIN1	P2RX6	PAGE4	PAX3	PCDHA5	PCDHB12	PDZK1	PFKFB4	PGR	PLCE1	PLPPR4	PRDM14	PRG3	PRKAR2B	PRKN	PRR16	PRSS50	PSPH	PTPRJ	PTPRZ1	RARB	RASL12	RBP3	RGS2	RSAD2	RTP4	SCEL	SELENOP	SHC2	SIT1	SLC16A7	SLC26A4	SLC30A10	SLC6A1	SLC9A2	SORBS2	SPOCK1	SPOCK2	SPTA1	SRA1	SSBP2	TCF7L1	TCHH	TEC	TENT5C	TGFBR3	TLE1	TMEM151B	TMLHE	TNNT3	TONSL	TSPAN2	TUBB2B	TUSC3	TXNIP	UCHL1	VCAM1	ZBTB10	ZNF22	ZNF613
PTEN_DN.V2_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PTEN_DN.V2_DN	ABLIM2	AHSA2P	AKAP5	ANXA10	AP1G2	AP4M1	APBB1IP	APOLD1	ARHGAP33	ARHGEF40	ASB7	ATF5	ATP11B	BAHCC1	BAMBI	BARD1	BARX2	BATF3	BCOR	BMP4	CBX7	CCDC88C	CEBPA	CHST12	CLEC7A	COPZ2	COQ8A	CORO2B	CRBN	CRIP2	CRYAA	CYP11B2	CYP20A1	DDX31	DDX3Y	DHRS2	DLX2	DYRK4	ELANE	ENC1	ENTPD7	EVA1B	FABP6	FANCA	FCAR	FES	FGFR3	FOXH1	FRAT1	FRMD1	GFM1	GPR3	GPRC5C	GTF3C5	GUSBP11	H3C4	H4C5	HBA2	HCLS1	HIVEP3	HNF1A	HOXB13	HOXC5	IRS4	IZUMO4	KCNE2	KLHL11	KMT2D	KRT23	KRT7	LINC00339	LOXL1	MAFK	MAGOHB	MAP3K5	MAPK3	MEGF8	MGA	MID1	MRC2	MT1M	MXD3	NDOR1	NECTIN3	NEO1	NIPAL3	NOS3	NR4A2	NREP	NRTN	NUDT18	NVL	OGDHL	OR2H1	PCSK1N	PIDD1	PLAG1	PLEKHO1	PRMT7	PTEN	RASA3	RBM4	RECQL4	REPS2	RGS2	RIBC2	RIC3	RIT2	RPGRIP1L	RPS4Y1	SCGN	SELENOP	SERPINA6	SERPINH1	SGK1	SMAD7	SPDEF	SPDL1	SPHK1	SSTR5	ST6GALNAC2	STMN1	TACC2	TBX3	TERT	TEX13B	TGFBI	THEM6	TMEM176A	TRAF2	TRPM4	TUBB1	TUBBP5	TULP1	UCP3	UNC119	VPS50	WASHC3	WIPF1	ZFY	ZNF124	ZNF446	ZNF574
PTEN_DN.V2_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PTEN_DN.V2_UP	AGPAT4	AHSP	AKR1B10	AKR1C3	ALDH1A2	ALDH1A3	ANGPTL4	ANKMY1	ANO2	ANXA3	APOL3	ARHGDIB	ARHGEF5	ARL4C	ARVCF	ATP2B2	BBC3	BIRC3	BNC2	CA5B	CASP4	CCL16	CD86	CEACAM21	CEP41	CHAC1	CHRDL1	CHRM4	CLIP4	CLPB	COL13A1	CPA4	CSF1	CTNNBIP1	CUEDC1	CXCL8	DEFB126	DENND2A	DGCR11	DNAJB5	EHF	EMP1	ERN2	FYB1	G0S2	GK3	GLRA2	GMIP	GNA14	GPM6A	GPR183	GPR87	GRID2	GVINP1	GYS2	HSPA4L	HSPB7	HSPB8	HTR1B	IL11RA	IL17A	IL1B	IL32	IL4R	IL7R	JUN	KCNJ3	KLHL28	KLK10	KRT15	KRT32	KRT75	KRT8P12	LAMA3	LCN2	LIG4	LIPG	LOXL2	LPAR1	LSP1	MC3R	MIR22HG	MON1B	MPV17	MYL10	NAALAD2	NAV3	NID2	NNAT	NOL4	OR12D2	OSGIN1	OTUB2	OVGP1	P2RY2	PC	PCSK7	PLAU	PLPP3	PRKY	PTGDS	PTGS2	RHBDF1	RND1	RTN1	SAMD4A	SATB1	SECTM1	SERPINA5	SERPINB5	SH3BGR	SLC1A3	SLC2A4	SLC66A3	SLCO1B3	SLITRK3	SPAM1	SPIB	SPOCK1	ST3GAL4	TBX5	THBS4	TIGAR	TMEM127	TNFRSF10C	TNFRSF10D	TP53I3	TRIB2	TSHB	ULK4	UPK2	UTRN	VAMP5	VPS13C	WT1-AS	ZMAT3	ZMAT5	ZNF549	ZNF668
RAF_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAF_UP.V1_DN	ABAT	ABCA12	ABLIM1	ACKR3	ADGRG1	AGR2	AK4	AK4P3	ALCAM	AOPEP	APBB2	ARL3	ARMC9	ARNT2	ASCL1	AUTS2	B3GALNT1	BAG3	BAMBI	BCL2	BMERB1	BTBD3	BTG3	CA12	CALB2	CALCR	CASK	CAV1	CBFA2T3	CCDC170	CCDC22	CCDC6	CCN5	CCND1	CELSR2	CHST15	CLIC3	COL9A3	CPE	CRABP1	CRNKL1	CRYBG1	CSTA	CSTF2T	CTNNAL1	DDIT4	DIDO1	DKK1	DLC1	DLG5	DNAJC12	EFNB2	EGR3	EIF2S3	ELAPOR1	ELOVL2	ENAH	EPB41L2	EPB41L4B	FAM216A	FAM234B	FANCF	FOS	FRAT2	FTO	FTSJ1	GALC	GAPVD1	GDAP1	GFRA1	GHR	GPATCH2	GPC4	GPD2	GPER1	GREB1	GTF2I	GULP1	H4C8	HSPB8	ID1	ID2	IFT57	IGF1R	IGFBP2	IGFBP4	IGFBP5	IL24	INPP4B	INPP5F	IRS1	IRX5	JAK2	JMJD1C	KDM6A	KITLG	KYNU	LIN7C	LPGAT1	LRIG1	MAFB	MDK	MED13L	MEGF9	MGP	MICB	MINPP1	MPDZ	MSMB	MXI1	MYB	MYBL1	MYLK	MYO10	MYO1B	NEDD4L	NPY1R	OSR2	OSTM1	PALLD	PCGF3	PCSK6	PDCD4	PDGFRL	PDK3	PDZK1	PGR	PKP4	PLCB1	PLCB4	PLK2	PLS1	PMAIP1	PMP22	PPM1E	PPP1R3C	PTBP2	PXDN	RASGRP1	RHOBTB3	RND3	ROBO1	RRN3	S100A14	SATB2	SCUBE2	SDC2	SELENBP1	SERPINA3	SGCG	SH3BGRL	SHQ1	SHROOM2	SIDT1	SLC16A1	SLC19A2	SLC1A1	SLC24A3	SLC39A8	SLC6A14	SLC7A2	SMAD7	SNAP23	SOX3	SOX4	SOX9	SPIN1	STC2	SYTL2	TBC1D16	TBC1D30	TCF12	TCN1	TFAP2A	TFF1	TFF3	TFPI	TGFB2	TGIF2	THADA	TM4SF1	TMEM268	TMPRSS3	TRPS1	TSC22D3	TSPAN3	TTC39A	UGDH	VAV3	WASF3	ZBTB10	ZHX2	ZNF32
RAF_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAF_UP.V1_UP	AAK1	ABCC3	ABCC4	ABHD6	ACOX1	ACSL1	ACSL4	ACYP1	ALAS1	ALPP	ANGPTL4	ANKMY2	ANKRD6	ARHGAP26	ARHGEF3	ASPH	B3GNT3	BACE2	BLNK	BPGM	C1GALT1	C4orf19	CABYR	CAMK2N1	CAPN2	CAPN6	CAPRIN2	CAST	CCR1	CD44	CDC42EP3	CDK18	CEBPD	CEP70	CERK	CGA	CLDN1	CLMN	CORO1A	COTL1	CREB3L2	CRIM1	CRISPLD2	CSGALNACT1	CYP1B1	CYRIA	DBNDD2	DHRS7	DHTKD1	DSC2	DUSP4	EGFR	ENPEP	EPAS1	ERAP1	ETV5	FAM13A	FBXO3	FCHSD2	FERMT2	FGF1	FYN	FZD5	GABBR2	GALNT12	GAREM1	GATA2	GCLM	GJA5	GLRX	GM2A	GNAI1	GNE	GPR37	GRAMD2B	GRB10	HACD1	HBEGF	HEG1	HERC5	HPGD	HSD17B11	HSD3B1	HSPA2	IMPA2	ITGA6	ITGB6	JAM2	KAT2B	KCNN4	KCTD12	KHDRBS3	KLF6	KLHL7	L1CAM	LAIR2	LAMC1	LRP5	MALT1	MAP3K5	MAPRE2	ME2	MICAL2	MICU1	MORC4	MPZL2	MSX2	MTMR11	MTMR2	MYCL	NAV2	NDC80	NEDD4	NFE2L3	NMI	NMT2	NMU	NPC2	NPL	NR4A3	NTAN1	NUAK1	OPN3	OPTN	OSBPL1A	P3H2	PARVA	PDE4D	PEG10	PER3	PGM1	PHYH	PKD2	PLS3	PPARG	PRKCH	PRPS1	PSMB10	PSMB9	PTER	PTGER4	PTMS	PXDC1	PYGL	QPCT	RASL11B	RCAN1	RNF144A	RRAS2	RSAD2	S100A8	S100A9	S100P	SAT1	SCARA3	SCCPDH	SCG2	SDCBP	SEPTIN10	SEPTIN6	SERPINI1	SGCE	SGPP1	SKAP2	SLC2A6	SLC31A2	SMAGP	SOCS2	SPRR3	STS	SYNE2	TBC1D2	TBC1D2B	TBC1D8	TCIM	TEAD1	TES	TFPI2	TLE2	TMSB15B	TNFAIP8	TNFRSF21	TNNT1	TSPAN12	TUBB2A	UGT8	UPK2	UPP1	VGLL1	VTCN1	VTN	XYLT1	ZNF331
RAPA_EARLY_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAPA_EARLY_UP.V1_DN	ABTB2	ACTR1B	ACY1	ADGRE1	ADH6	ALDH1B1	AOC3	APBA3	ARHGAP4	ASMTL	ATG2A	AXL	BBC3	BCAT2	BCKDK	BRMS1	CACNB4	CAV3	CBX4	CCDC85B	CDH12	CDH22	CHKB	CIB2	CIT	CNKSR2	COBLL1	COG5	COL10A1	COL9A1	COL9A2	CRIP2	CRMP1	CRY2	CYP2A7	CYP2F1	CYRIA	DDN	DPH1	DSG1	DUSP14	DUSP2	EDDM3A	EDRF1	EIF4EBP1	ENG	EPHB4	ESRRA	F10	FAM168A	FAM182B	FARP2	FLOT1	FLT3LG	FOXI1	FTO	FXYD1	GABRB1	GALNS	GALR3	GBF1	GDPD5	GFRA2	GLUL	GNAT1	GNRH2	GPR12	GPT	GRIN1	GRM1	GRM2	GRN	GUCA2B	H4C14	HAAO	HDAC6	HLA-E	HLCS	HSPA1A	IFI27	IGFBP3	IL11RA	IL12RB1	INPP5J	ITPKC	KCNQ1	KDM4A	KDM4B	KISS1	KRT17	KRT4	LGALS3BP	LHB	LMNA	LTB	MAP1A	MARK2	MEP1A	MET	MGST2	MICU1	MID1	MINK1	MOG	MROH5	MSMO1	MTMR2	MTMR3	MYCN	NAGPA	NCAPH	NCF1	NFE2L1	NHERF1	NHLH1	NR2F1	NUMA1	NUP42	OR2J2	OSBPL2	OVOL1	PAX2	PCBP4	PCSK2	PDZK1IP1	PHYHIP	PINK1	PISD	PLEKHO2	PLPP3	PLXND1	PNPLA4	PPY	PRELP	PRH2	PRKCE	PSD	PSMA7	PSMD13	PTCH1	PTGS1	RAB5B	RBMS1P1	RBMY2AP	RNF167	ROR2	RPL29P17	SCCPDH	SCO2	SEC16A	SELPLG	SF3A2	SF3B1	SLC22A14	SLC49A3	SMAD9	SMAP1	SNAPC4	SNTA1	SNTB1	SOS1	SOX10	SPRR1B	STK11	SYNGR4	TACR1	TAF4	TFAP2A	TH	THOC1	TNN	TRIM22	TROAP	TSPAN4	VENTXP7	WDTC1	WFS1	WNK1	XRCC1	YIPF2	YTHDF3	ZBTB6	ZNF175	ZNF3	ZNF799	ZNRF4
RAPA_EARLY_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAPA_EARLY_UP.V1_UP	ACOX3	ADCY10	ADGRB2	ADGRE5	ADRA1B	AEBP1	ALOX15	AMOT	ANK1	ANPEP	ARHGEF15	ASMT	ASPH	ASTN2	ATF6	ATG13	ATP2C2	AVPR2	B3GNT6	BAP1	C2orf72	CACNA1C	CASK	CBX5	CCDC88C	CCDC9	CCNG2	CDC42EP2	CDH4	CDK10	CDON	CEBPA	CES1	CHD5	CHRD	CLCC1	CLDN14	CLK1	COL5A2	COL6A1	CTBP2	CTSD	CTSF	CYP11B1	CYP4A11	DAGLA	DLX5	DNAH3	DRD3	EFNA5	ERVK-28	ESRRB	ETV2	FABP7	FAM50A	FGFR2	FKBP1A	FOXJ1	FPGS	FRAT2	FSCN1	FZD9	GABRB2	GAPDHS	GAS8	GATB	GMDS	GML	GNG12	GPR182	GPR31	GREB1	GRIN2C	GRPR	HBP1	HCRTR2	HERC3	HIVEP1	HLA-DRB6	HMBS	HOXD10	HPGD	HSPB6	ICOS	IGKV1OR1-1	INS	IRF7	ISG20L2	ITGA5	ITGAE	ITPKA	KCNC4	KIAA0040	KLK6	KMT2A	KRT13	KRT14	KRT19	L1CAM	LDOC1	LINC00563	LINC01138	LST1	MATN1	MPO	MPPED1	MYRF	NCOA1	NDST2	NINJ1	NKX2-8	NPY	NRL	NUCB1	NUDCD3	OLFML2A	P2RX7	PAQR4	PARM1	PART1	PDE1B	PDE2A	PDE4A	PDE5A	PHKA1	PIGO	PIP5K1B	PLA2G5	PLEKHA6	POM121L1P	PPIP5K1	PPP3CA	PRG2	PRKCG	PROP1	PTGDR	PTGIR	PTH2R	PTK6	PTPRD	RAD9A	RETREG1-AS1	SCN2B	SHC3	SLC22A18AS	SLC25A42	SLIT1	SNCG	SSH1	SST	SSUH2	ST8SIA3	STUM	TCP10L3	TCTA	TGM4	TICAM1	TIMP2	TLE3	TMSB4Y	TNFAIP2	TRIM38	USP9Y	VGF	VPS11	VSIG4	VTN
RB_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RB_DN.V1_DN	ACKR3	ADAM12	ADAMTS1	AGR3	AGRN	ANKFY1	ANKRD40	ANXA11	ANXA6	ARL1	ATF5	BASP1	BCCIP	BHLHE40	BNC1	BST2	C18orf32	CALCB	CAP1	CAV1	CD44	CD9	CDC42SE2	CDIPT	CELSR1	CHAC1	CISH	COL18A1	CREB3L2	CST9	CTNNAL1	CTSC	CYTH1	DDIT3	DDIT4	DDX3Y	DKK3	DNAJC4	DUSP14	DYNLL1	EEIG1	EFL1	EIF4E	F2RL1	FEZ2	FHL1	FLNA	FURIN	GADD45A	GJB2	GOSR2	GPR15LG	H19	H2BC17	H2BC4	HS3ST1	HSPA5	IGFBP3	IL33	IRX4	LAMB3	LAMC2	LAMTOR3	LCE1F	LGALS9	LIFR	LMAN1	LRRC4	MICAL2	MMP13	MMP9	MOXD1	MSMO1	MVP	MYADM	MYORG	NDRG1	NEDD9	NFIL3	NKAP	NOCT	NSDHL	P4HA1	PDCD6	PDGFB	PLXNA2	PMVK	PPBP	PPP2R1B	PRKAR1A	PSMB10	PSME1	PSME2	RASL11B	RB1	RHOV	RPS2	S100A16	S1PR5	SARAF	SEC23A	SH3BP5L	SLC7A3	SLC7A5	SLCO2A1	SMIM3	SQLE	ST8SIA2	STARD3NL	STC2	TLL1	TMCC3	TMEM140	TMEM42	TMEM50B	TNC	TRAPPC12	TUBA4A	UBA5	UNC119B	UROS	USP18	WNT3
RB_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RB_DN.V1_UP	AAAS	ACOX3	ADA	ADGRE1	AHCY	ALPK3	ARTN	BAZ1B	BBC3	BTG2	CCNE1	CCNE2	CLN6	CRIP2	CTDSP1	DCT	DCXR	DDIT4L	DNA2	DNAJC9	DNASE1L1	DNMT1	DUOXA1	EI24	EPHX1	FBP1	FXYD6	GAB3	GANC	GCLM	GNB1L	GRB7	GRM8	HAT1	HES1	HEY2	ID1	IER2	IFT27	IL36RN	LCMT1	LYNX1	MAN1B1	MANSC1	MAPK13	MCM6	MCM7	MDM2	MRE11	MRPL45	MRPL49	MSH6	MYC	NANS	NME4	NOXO1	NUDT5	NUMBL	NXT1	OVOL2	PALMD	PCBP2	PCDH10	PCNA	PDXP	PEX11B	PKHD1	PLA2G6	PLEKHA6	PLXNB2	PMM1	PMS2	POLD4	POLE2	PPM1M	PRIM1	PRKAB1	PRKCE	RAD51C	RAD54L	RFC3	RPA1	RRM2	SFRP1	SIVA1	SLBP	SLC24A1	SLC2A8	SLC2A9	SLC35B2	SLC7A7	SMARCA1	SNAP25	SPICE1	SPOCK1	ST3GAL4	STMN1	STUB1	SULF2	TGM1	THRA	TIMELESS	TIPIN	TKFC	TMEM54	TNFRSF18	TNFSF9	TPRA1	TUBG1	TYRP1	UBE2T	UCK1	VPS16	ZFP30	ZSCAN22	ZW10
RB_P107_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RB_P107_DN.V1_DN	AARS1	ACADVL	ACP5	AIMP1	AKAP9	ANXA1	ANXA4	AP3D1	APTX	ARL1	ARPC1B	BCCIP	BDH1	BIN3	BLCAP	BSDC1	C3orf70	CAP1	CBR4	CCDC90B	CHAC1	CLIP4	COA5	COASY	COG6	COQ9	CRABP2	CTSL	CXCL12	DAD1	DDIT4	DENND11	DGAT1	DYNLL1	EDN1	EFL1	EIF3C	ELOVL1	ELOVL6	ERCC3	GALNT11	GBE1	GJB2	GLRX	GNG12	GPR15LG	GSTA4	GUCA2A	H2BC4	HIGD2A	HSD17B12	HSPH1	IARS1	IDNK	KRT79	LACTB2	LAS1L	LPAR3	LPCAT3	LPGAT1	MBNL3	MOGS	MTRES1	MYO1D	NARS1	NFE2L1	NFE2L2	NIPSNAP1	NME7	NMI	NRBP1	NSUN2	NUCB2	PAFAH1B3	PANK1	PDCD6	PEX19	PEX3	PGD	PHF8	PIK3R4	PINX1	PLEKHA7	PLK3	PMM2	POLR1E	POLR3G	POMP	POR	PPA2	PPBP	PRND	PRSS12	PTPN9	PTPRE	RARS1	RBM8A	RDH11	RHOU	RNF25	RSRC1	S100A16	S100A8	S100A9	SAR1B	SCD	SIGMAR1	SLIRP	SLPI	SPG11	SRI	STAT6	STX7	SYTL1	TARS1	TDRD7	TLR2	TMA16	TPRG1L	TXN2	TXNRD3	UBA5	UBE2G2	UBE3B	UNC119B	UROS
RB_P107_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RB_P107_DN.V1_UP	ABAT	ACTG2	ANAPC11	ASF1B	BEX2	BGN	BICC1	BLVRB	CA2	CCNE1	CCNE2	CCNF	CD248	CD81	CDC25B	CDC45	CDH11	CDH2	CDK2	CDKN1C	CENPH	CENPK	CES5A	CHAF1B	COL16A1	COL1A1	COL1A2	COL5A1	COL6A1	COL6A2	COX6B2	DCLRE1A	DCT	DHFR	DNA2	DNAJC9	DUSP1	DYNLT1	E2F1	E2F8	EDN2	EFS	ETHE1	FANCA	FANCL	FBLN2	FBLN5	FBN1	FEN1	FKBP10	FSTL1	GINS4	GMNN	GSTM2	GTSE1	H1-10	H2AZ2	HEXD	HMGN2	INCENP	IPO9	KCNA1	KHDRBS3	KIF4A	LCK	LGALS3BP	LIG1	LOXL1	LYPD1	MAD2L1	MCM2	MCM5	MCM6	MCM7	MFGE8	MRGPRF	NAA40	NCAPH	NELFE	NRM	NXT1	ORC6	PAQR4	PCNA	PCOLCE	PIDD1	PML	POLD1	POLE	POLE2	PRC1	PRDX4	PRIM1	PRIM2	PTMA	RBPMS2	RFC2	RFC3	RFC5	RHEBL1	RPA1	RPA2	RPA3	RRM1	RRM2	S100A4	SAMD10	SERPINF1	SI	SIVA1	SLBP	SLIT3	SNCG	SPIRE2	SRPX2	STMN1	SYCE2	TAGLN	TCF19	TCFL5	TEK	TMEM119	TMEM45B	TRPM1	TRPV2	TSSC4	TUBG1	TYRP1	VEGFB	WDHD1
RB_P130_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RB_P130_DN.V1_DN	ABCG2	AKAP9	ANKFY1	APPL1	ARHGAP24	ARRDC4	ASB13	ATAD1	ATOSB	ATP6AP2	ATP9B	AVL9	B2M	BLTP3B	BNC1	BNIP3	C3orf70	C9orf72	CAPZA2	CASP6	CHMP1B	CLIP1	CLU	COPB1	CSDE1	CTSB	CTSC	CTSK	CXCL12	CYBC1	DDX1	DDX3X	DDX46	DEFB1	DNAJC1	DNAJC7	DSP	DSTYK	DYNC1I2	EBPL	EIF2S2	EIF3J	EOGT	ERAP1	ESF1	EVI5	FAM32A	FBXO28	GABRP	GADD45A	GAS5	GDPD3	GJB2	GLO1	GNAI3	GNS	GPR15LG	GUCA2A	HACD2	HK2	HLA-G	HSPA1B	HTRA1	IDH1	IDI1	IFITM10	KDM5B	KIF16B	KLK6	KLK7	KRT6C	KRT79	LAMP1	LAMP2	LARP1B	LGALSL	LIFR	LLPH	MFN1	MORC3	MYORG	NAB1	NCL	NEAT1	NECTIN4	NRARP	OLR1	PARP9	PCDHB17P	PLBD1	PNRC2	PPP4R3B	PRPF38B	PYROXD1	RAB24	RAB8B	RAP2C	RASA1	RB1	RCN1	RHOV	RNASET2	RRAGA	RRAS	SCAMP1	SCEL	SEC23A	SEC24C	SELENOK	SH3BP5L	SLC10A6	SLC2A1	SLC35F6	SMIM14	SNX2	SOX21	SPG11	SPOP	STAT1	STAT6	TFB2M	TMEM123	TMEM140	TMEM87A	TOMM34	TXLNG	TXNDC9	TYW5	UBXN4	USP18	USP47	VDR	VOPP1	WDR26	ZDHHC20	ZMPSTE24
RB_P130_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RB_P130_DN.V1_UP	ABCG4	ALK	ANAPC5	AQP5	ART1	ATP2A1	ATP2A3	AURKA	AURKB	AVP	B4GALT4	BIRC5	C11orf71	CACNG4	CARD19	CASP7	CCNB2	CDC7	CDK1	CHCHD6	CHCHD7	CMTM7	COL11A2	COQ8A	CRB3	CRLF1	CRTAC1	CUEDC2	CYBA	DCTPP1	DUSP13	EFTUD2	EIF1B	ELOF1	ENKD1	ERG	EXOSC2	FADS2	FAM187A	FAM220A	FGF10	FOXI1	FST	GC	GFER	GLIS2	GPN3	GREM2	GRTP1	H2AL3	HINT1	HMGA2	HYAL3	ICA1	IER3	KAZN	KIF20A	KIF22	LITAF	LSM4	MBD3	MIGA2	MRAS	MYG1	MYLK	MYOZ2	NKD2	NKX2-8	NPPB	NSMCE1	NXNL1	ORC1	OXLD1	PARS2	PCSK5	PDZK1	PF4	PIMREG	PIWIL1	POLD2	POLR2I	PPP1R15B	QTRT1	RABEPK	RACGAP1	RAD51D	RASA4	RASD1	RASGRF1	RENBP	RGL3	RGS16	RHOJ	RIPK3	RSPH9	RUVBL2	SDF2L1	SELENOH	SEMA5B	SEMA6B	SGSM3	SIM1	SIM2	SLC11A1	SLC13A2	SLC22A3	SLC29A1	SLC43A3	SLC7A9	SNN	SNRPB	SNTA1	SPATA13	STAT5B	STMN3	SULT1B1	TAL2	TEAD1	TINAG	TK1	TRAF2	TRAF4	TWIST2	UBE2C	USP13	VSIG2	WNT2B	ZBTB12	ZBTB17	ZNF428
RELA_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RELA_DN.V1_DN	ADGRE1	ADRA1D	APCS	ATP6V0A4	AVP	BMPR1B	C1orf21	C5AR2	C7	CA9	CALY	CAPN9	CCNK	CD247	CD53	CDON	CH25H	CHIT1	CLCN1	CLDN6	CRISP2	CST1	CUBN	CXCL10	CXCL11	CXCR3	CYTIP	DCSTAMP	DLK1	DNAJC15	DNMT3A	DSG3	DUOX2	ECEL1	EGFL6	ERC2-IT1	F13B	FMO5	FTCD	GCNT1	GDF5	GNMT	GNRH2	GPER1	GPR3	GSTM1	H2AC8	H4C13	H4C2	HAS1	HDAC9	HOXD3	HRC	HSD17B1	HTR3A	HTR3B	IDUA	IL17RB	IL2RG	IL7R	KCNA2	KCNJ1	KCNJ15	KCNK5	KLF8	KLK11	KLK7	KNL1	KRT1	L1CAM	LCE2B	LGALS4	LUZP4	MBNL2	MC2R	MECOM	MMP16	MST1R	MUC4	MYOC	MYOM1	MYOM2	NECTIN1	NEURL1	NFE2	NNAT	NPL	NPY4R	NRXN3	OR10H1	OXT	P2RY6	PC	PKLR	PLA2G10	PRRG2	PRSS8	PSCA	PSD	PTN	PTPN7	RAB30	RAMP1	RASA3	RBBP9	RBMXL2	RBP1	RFX2	RHOH	SEMA3A	SERPIND1	SEZ6L	SIGLEC5	SLC12A5	SLC22A18AS	SLC9A5	SPINK2	SPRY4	SRPX2	SSX1	STAG3	TACR3	TACSTD2	TAF13	TBX5	TEF	TFDP3	TFEC	TFF1	TMEM176A	TNFRSF8	TNNI3	TPTE	TRAF1	TXNRD2	UTS2	VEGFC	WNT2	XPNPEP2
RELA_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RELA_DN.V1_UP	ADAMTS13	AGPAT4	AP4E1	APBA2	APOB	ATF3	ATP2A1	ATP5F1C	ATP8A2	BCO1	BIN1	BPNT1	CCL2	CD38	CDHR5	CDK5R2	CDKN2B	CELP	CHST1	CLDN15	CLK1	CRB1	CRYGA	CST5	CTF1	CYP26B1	DAPP1	DEFB1	DEPP1	DGKI	DLGAP1	DNMT3L	DUSP8	DYSF	EFNA1	EGR1	EGR3	ESM1	ETFDH	F3	F9	FGF17	FGF2	FHL5	FLRT1	FOS	FOSB	FOSL1	FXYD7	FZD9	GAD1	GADD45B	GAS7	GHRH	GJB1	GLS2	GLYAT	GNRH1	GPR183	GPR85	GPT	GRAP	HOOK1	HTR1F	IL1B	INE1	INTS6	JUN	JUNB	KCNA1	KCNC4	KCNJ16	KCNQ4	KDM5D	KLF10	KLF6	KMO	KMT2D	LAMC2	LGMN	LHCGR	LILRP2	LMO7	MAGEB4	MAK	MC3R	MEP1B	MS4A3	MTMR11	MYBPC3	NFIC	NLK	NOL4	NOVA1	NTS	P2RY10	P2RY11	PAFAH1B2	PDE5A	PDK1	PEX6	PGGT1B	PIP	PNLIPRP1	PODXL2	PPAN	PPP1R15A	PRDM11	PRKG1	PTGS2	RIPK1	RNF25	RNF39	RREB1	SAMSN1	SCG5	SIRPB1	SIRT4	SLC27A6	SLC6A14	SLC7A1	SNAI1	SNAPC1	SRCAP	TANK	TEX14	THBD	TLX1	TNC	TNFRSF9	TPMT	TREX1	TRIM38	ULBP2	USP9Y	VDR	VEGFA	VEGFB	WASL	WRNIP1	XCL1	ZFP36	ZFP36L1	ZFP37	ZNF165	ZNF222	ZNF286A	ZNF324	ZNHIT2
RPS14_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RPS14_DN.V1_DN	ACKR1	ADD2	ADGRA3	AGAP1	AGFG2	ALAD	AOC2	APOBEC3A	APOOL	ARHGAP11A	ART4	ASNS	ATAD2	ATP1B2	B3GALNT1	BAG2	BAG3	BCAT1	BYSL	C14orf132	CA3	CAD	CBS	CCNB2	CD320	CDC20	CDC6	CDCA3	CDR2	CENPE	CHAC1	CHST5	CLCN4	CNN3	COBLL1	COLEC11	CRISP2	CRMP1	CYBRD1	DBH	DDN	DEPDC1	DGCR11	DLGAP5	DNAJA4	DOCK9	DYRK3	E2F8	ECT2	EIF2B3	ELMO3	EMP2	ENG	ENSG00000291006	EPB41	EPCAM	ERCC2	ERCC6L	ESPL1	EXO1	EYA3	FBXO5	FICD	FZD5	GAL	GATC	GCDH	GEMIN4	GINS2	GLRA2	GPATCH4	GSTA4	GTF2H4	GUF1	HGH1	HMGN5	ID1	IL15RA	IL7	INCENP	IPO4	ISOC2	KANK2	KCTD20	KIF15	KIF20A	KIF23	KIF2C	KIF5A	KLHL7	KRT13	LARS2	LGR4	LLPH	LRRC20	MACROD1	MAMLD1	MANEA	MCM10	MCM5	MDM4	MIPEP	MKI67	MRPL12	MRPS2	MRTO4	MSH2	MTPAP	MYBL2	MYH10	MYLIP	MYO19	MYOC	NCAPH	NDC1	NEFH	NID2	NLE1	NMU	NOC3L	NUP155	ORC1	PBK	PC	PCK1	PCOLCE	PCSK7	PES1	PKLR	PLK1	POLD1	POLR1F	PRC1	PRMT3	PSAT1	PYCR1	RAP1GAP	RASIP1	REPS2	RGS5	RPS28	RPUSD2	RRS1	S100A3	SERHL	SH3TC2	SHMT1	SIRT4	SLC25A21	SLC29A1	SLC29A2	SLC31A1	SLC43A1	SLC6A8	SPHK1	SPTB	SRD5A3	SRM	SRR	STEAP3	STMN2	SUV39H2	TBRG4	TFAP2B	TGM2	THEM6	TK1	TLN2	TLX2	TMSB15A	TPRA1	TRIM29	TRIP13	TSPO2	TUBB2A	TUBB2B	TUBG1	TUBGCP4	TWNK	USP5	VARS1	ZC2HC1C	ZNF74	ZNHIT2	ZNRD2	ZWILCH
RPS14_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RPS14_DN.V1_UP	ACKR4	ACTA2	ADA	ADA2	ADAMDEC1	ADAMTS6	ADRA2A	AIF1	ALCAM	ANKRD1	ANPEP	ANXA3	ANXA6	ARHGAP25	ARHGEF3	ARL4C	ATP8B1	ATP8B4	AZU1	BCL2A1	BCL6	BIRC3	BST1	C3AR1	CACNB4	CALB1	CAPG	CASP1	CCL1	CCL2	CCNA1	CD14	CD300A	CD69	CD9	CDC42EP3	CDCP1	CDKN1A	CEACAM6	CEACAM8	CELA2A	CLEC2B	CLEC5A	CLEC7A	COLEC12	CPM	CR1	CRIM1	CROT	CRTAM	CSTA	CTSG	CTSH	CTSS	CXCL8	CYFIP2	CYP1B1	CYSLTR1	DCN	DMXL2	DNAJC22	EGR3	ELANE	EMP1	ENPP2	EPS8L2	EVI2A	EVI2B	F13A1	F5	FBN2	FLVCR2	FRY	FUCA1	GDF15	GFI1	GJA1	GNAZ	GNB5	GPNMB	GPR137B	GPR183	HCK	HESX1	HEY1	HLA-DMA	HLA-DMB	HLA-DQB1	HLA-DRB4	HLA-DRB6	ICAM3	IFI16	IGFBP7	IGSF6	IL1B	IL1RAP	ITGAL	ITGAM	ITGAX	ITGB2	JAG1	KBTBD11	KCTD12	KMO	KYNU	LECT2	LINC00461	LPXN	LST1	LY75	LY86	LY96	MAF	MARCKS	MDFIC	MNDA	MPL	MS4A6A	MX1	MX2	MYO1F	NCF2	NKG7	NR4A3	NYNRIN	P2RY14	PADI2	PDE4D	PDGFA	PF4V1	PID1	PILRA	PLA2G7	PLAU	PLK2	PMP2	PRG3	PROM1	PRTN3	PTGDS	PTGER4	PTPN22	PTPRE	PTPRG	PTPRO	PYCARD	RAB31	RASAL2	RASGRP3	RBM47	RCBTB2	RGL1	RHOB	RIN2	RMST	SASH3	SCN3A	SDC4	SEMA3D	SEPTIN10	SESN1	SFXN3	SH2D2A	SH3BP5	SH3GL3	SIRPA	SLAMF8	SLC31A2	SMAD3	SNTG1	SORL1	SPINK4	SPINT1	SPP1	SPTLC3	ST3GAL6	STX3	TAC3	TFEC	TGFBI	TIGAR	TM6SF1	TNFAIP2	TNFRSF10C	TNFRSF9	TRIM22	TRIM36	TYROBP	VNN1	VWF	ZMAT3
SINGH_KRAS_DEPENDENCY_SIGNATURE	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SINGH_KRAS_DEPENDENCY_SIGNATURE	ADAM8	AMPD3	AREG	C1orf116	C6orf141	CLDN7	DAPP1	FAM83A	FGFBP1	LAD1	LAMA3	LAMC2	MAOA	MST1R	PRSS22	SDR16C5	SEMA4B	SH2D3A	TGFA	TMEM45B
SIRNA_EIF4GI_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIRNA_EIF4GI_DN	ABITRAM	ACYP1	ADIPOR2	AKAP10	ANKRD49	ATMIN	ATP2B4	ATP6V0E1	BET1	C1QTNF1	C2CD2	C3orf14	CCL2	CDC6	CDH11	CDKN2C	CDR2	CENPS	CFTR	COPS7A	CSAG2	CYTL1	DCTN6	DUSP4	EIF5A2	ENOX2	FAM111A	FCHSD2	FSTL1	FUT6	GH2	GJA10	H3C1	HLA-DPA1	HSD11B1	HSD17B12	IGF2BP2	IMPA1	ITGAE	KIFBP	LOXL2	MAGEC2	MAN2A2	MAP3K19	MAP4K3	MAPKAPK5	MBD5	MFAP5	MRGBP	MRPL9	MYD88	MYO19	NEDD4	NEK7	NTAQ1	NUS1P3	OPN1SW	PAPSS2	PBX3	PDCD10	PDE6D	PDHX	PMP22	PPME1	PSMC3IP	PSME3	RAB1A	RAB7A	RARB	RIMS2	RIPK2	RNF34	S1PR1	SCML2	SHCBP1	SLC17A7	SLC31A1	SLC43A3	SMURF2	SNX10	SP140L	SPTSSA	SRPK1	SRSF8	SSR3	STAG1	STAMBP	SUPT20H	TAF11	TANK	TMA16	TMEM156	TMEM39A	TRIP13	TRPC5	TXNDC9	UAP1	VPS54
SIRNA_EIF4GI_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIRNA_EIF4GI_UP	ADSL	AFG3L2	ALDH7A1	ASAH1	ASS1	ATF3	ATP1A1	ATP5F1A	BTG2	CA2	CAMLG	CCN5	CCT4	CEBPD	CORO1B	CPNE1	CSDE1	CSE1L	CTSC	CTSH	DAG1	DDX50	DDX54	DRG1	DTX4	ECI1	EID1	EIF3K	EMC9	EPRS1	ESYT1	FBXO46	FCAR	FRAT2	FXYD3	GIN1	GLUD1	GPR15	GSS	HADHB	HLA-B	HSPB1	HSPD1	HTRA2	IGF2R	INPP5D	INTS13	KIF2A	LAP3	LETMD1	LRPAP1	MAGEF1	MATR3	MIA3	MPV17	MRPS30	MTO1	NCAPD2	NDUFS8	NONO	NQO1	NSG1	PAPSS1	PDHA1	PERP	PMPCB	PSAP	PSME1	PTPN13	PYGL	RMND1	S100A14	SAA1	SAMM50	SETDB1	SLC25A3	SLC25A5	SLCO1A2	SPART	SPRR1A	SPRR1B	ST13	SUGCT	SUN2	TCF25	TCTN1	THADA	TNNT1	TRAF3IP2	TXNIP	UBE2E1	UQCRC2	XPC	ZBED1	ZFP36L2
SNF5_DN.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SNF5_DN.V1_DN	ABCA4	ACAA1	ACYP2	ANGPTL4	ANK3	ANKRD1	ANXA8	ARHGEF28	ATP8A2	ATP9A	BNC1	C1QTNF1	CACNB4	CARD10	CBR3	CCR7	CD99L2	CDH10	CDKN2A	CELF4	CHODL	CHRNB1	CLCA1	CLEC1B	CNTN1	CP	CRCT1	CRMP1	CSGALNACT1	CTH	CYP7B1	DES	DIO2	DNAJA4	DPEP1	DSG2	DSP	EBF2	EFEMP1	EFNA3	ENO3	ESR1	FABP4	FADS3	FAH	FBLIM1	FGF13	FLT4	FLYWCH2	FOXD1	FOXG1	FRZB	GABRB1	GATAD2A	GDNF	GPX3	GRIA3	HOXA5	HOXB9	HSD17B7	IL11	IL13RA2	IL3RA	IRAG1	IRS4	ITGA3	ITGA7	IVL	IZUMO1R	KCNAB1	KIRREL1	KLK11	KNG1	KRT27	LMOD1	LOXL4	LTB4R2	LY75	MALAT1	MAPK13	MCUB	MGST2	MMP10	MMP13	MMP3	MYH3	MYLK	NFKBIZ	NHERF2	NIPAL2	NNMT	NPR1	NPR3	NSG1	OLR1	OTUD7A	P2RX5	PANX1	PAPPA	PCOLCE2	PDLIM5	PDZK1	PIP	PKP1	PKP2	PPBP	PRKAR1B	PRKG2	PRSS12	PTPRK	PTPRVP	PTPRZ1	RAB3GAP2	RABEPK	RAG2	RAPGEF3	RBP4	RCAN2	RFX3	RGS16	RGS5	RIMKLB	RNF128	RPS6KA2	RRAD	SH3RF1	SIM2	SLC16A3	SLC1A6	SLC30A4	SLC44A4	SLCO3A1	SMARCB1	SMIM10L1	SNCA	SPEG	STAR	STK26	STMN4	SYTL2	TCIM	TFPI2	TINAGL1	TMEM176A	TMEM176B	TMEM53	TNFRSF21	TNNT2	TPD52L1	TRAPPC6A	TRAV38-2DV8	TRO	UCHL1	VNN1	WFIKKN1	XIST	YIPF2
SNF5_DN.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SNF5_DN.V1_UP	ABCE1	ABHD14A	ABI3BP	ACTL6A	ADI1	AGTR2	AIF1	ANPEP	APOD	APOE	AQP5	ARMH4	ASS1	ATP1B1	AURKB	BUB1	C17orf49	C19orf48P	C1QC	C1QTNF3	C1R	C1S	C3AR1	CAVIN3	CCL3	CD109	CD48	CD52	CD53	CD68	CD9	CD93	CDO1	CFP	CHD9	CIP2A	CKAP2	COL15A1	COL26A1	COPS4	CORO1C	CSF1R	CX3CR1	CXCL10	CXCR4	DARS1	DCAKD	DDX3X	DDX3Y	DENND4C	DHRS1	DLK1	DTL	EGFL6	EGR2	ELN	ENPP3	EVI2A	EVL	EWSR1	FABP7	FBLN1	FBXO6	FCGR1A	FDPS	FGF18	FMOD	FNBP1	FNDC1	FYB1	GABRQ	GALC	GBP1	GBP6	GOT1	GRK6	GTF2A1	GTF3A	HAPLN2	HAT1	HJURP	HLA-A	IARS1	IER5L	IFI44L	IFIT1	IFIT2	IL5	INPP5B	ISG20	ITGB2	KCNJ10	KIF20A	KLHL42	LAMB2	LCP1	LGALS3BP	LGR5	LHX2	LILRB1	LIX1	LMO2	LRP5	LSM2	LY86	MCM5	ME2	MEDAG	MEST	MLF2	MMP14	MRTFA	MSX1	MT3	MYH1	MYH2	NCAN	NCAPG2	NDE1	NRROS	OASL	OLIG1	OTULINL	PIGP	PITPNB	PLCE1	PLD3	PLD4	PLEK	PNN	POFUT2	PPIL2	PPP4C	PRPS1	PRRX2	PSMB8	PSMB9	PSMD8	PTPRC	RABAC1	RBL1	RCC1	RIPOR2	RNF13	SCG2	SEMA4D	SFRP2	SLC1A5	SLC2A3	SLC6A6	SMAD2	SOSTDC1	SOX2	SP110	SPI1	SRPX	STOML2	TAP2	TAPBP	TERF1	TGFB3	TIPIN	TMEM106A	TMEM267	TREX1	UBE2C	USP15	VAMP5	VPS50	WAS	ZMYND19	ZNFX1	ZWILCH
SRC_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SRC_UP.V1_DN	ABHD3	ACSL4	ACTL6A	ADA	ADGRE1	ADGRF1	ADH4	ANHX	ANO7	ARL15	ARRDC3	ARSJ	ATAD2	ATPSCKMT	B3GNT3	C1orf159	C8B	CA7	CAPN12	CARNMT1	CDCA7	CDK11B	CENPH	CENPS	CERKL	CHAC2	CHCT1	CLCA4	CMTR2	COBL	COL8A1	COMMD9	COP1	COQ4	CPPED1	CSAD	CTDP1	CWH43	CXCL5	DCAF17	DEPP1	DGCR11	DISP2	DPYD	DTWD1	E2F8	EIF3CL	EMB	EREG	EZH2	FAM153A	FANCL	FRMD4B	GALNTL6	GDPD3	GFRA3	GINS1	GJB6	GON7	GRID1	GTF2H2	HOXB2	HS3ST3A1	IFI6	IFIT1	IFITM10	IL7R	IRAK2	IRGC	IRX5	IVL	KCNMB3	KIAA1143P1	LFNG	LIG1	LINC00842	LYPD3	MACF1	MAP3K6	MCM3	MCM4	MCM5	MEGF6	MGARP	MIR17HG	MMP1	MMP10	MMP3	MN1	MON1A	MYSM1	NBEAL1	NDUFV1-DT	NFKBIE	NID2	NLRP8	NOL12	NPY5R	NRP1	NYNRIN	OTUD6B	PAK3	PC	PCDH19	PCDHB4	PHLDA2	PIK3C2B	PIK3C2G	PKP2	PLAT	PLK4	POLR1A	POP1	PPIL1	PRR19	PRSS33	PTBP2	PTGER4	RAB33B	RACGAP1	RAP1A	RARA	RCBTB2	RFTN1	RNF168	RNF220	RRN3	RTN4IP1	S100A9	S1PR3	SANBR	SCRN2	SEMA6B	SERPINB2	SH3TC2	SLC12A5	SLC2A6	SLC7A14	SNX32	SOAT1	SPDYE1	SPNS3	SPRR1B	ST8SIA2	STARD3	STK17B	SUV39H2	SYT1	SYT15	TGM5	TMCO2	TMEM14A	TMOD1	TREML1	TRIM73	TTC14	UHRF1	UNC119	UTS2R	WASH3P	WT1-AS	ZBED2	ZNF135	ZNF3	ZNF436	ZNF451	ZNF628	ZNF721	ZNF782	ZNF789
SRC_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SRC_UP.V1_UP	A1BG-AS1	AAAS	AADAC	ABTB1	ACAP1	ACY3	AGPAT3	AIM2	AMER1	ANGPTL6	APBA1	APC2	APOA5	ARRDC1-AS1	ASPSCR1	ATOX1	ATP6V1E1	ATP8A2	BAHD1	BCL2	BCRP3	BMF	BRWD1-AS2	C19orf73	C2orf73	CABP2	CALML5	CAPS	CASC22	CCDC65	CD70	CDRT15	CEACAM19	CFAP45	CFAP46	CFAP74	CHCHD10	CLDN9	CLIP3	COL26A1	COL4A4	COX4I2	CPLX2	CRTAC1	DCLRE1A	DLGAP1-AS2	DLL3	DNAJC22	DTX2	DUOXA2	DYRK4	ENSG00000255240	ESR2	ETV7	FBLN2	FBXO44	FES	FGF23	FMN2	FNDC4	FNDC8	FOS	FOXO4	FUT5	GALK1	GAS6-DT	GINS2	GP2	GPR15	GPR55	GPX5	GRWD1	GVQW3	HMX1	HPX	IBA57-DT	ICAM5	IGFALS	IRF8	KCNH3	KCNQ1DN	LAMC3	LAMP3	LCE3D	LEKR1	LELP1	LGI4	LINC00112	LINC00628	LINC00661	LINC01667	LPO	LYVE1	LYZL4	MAMDC4	MAPK8IP2	MATK	MBD3L1	MED10	MIOX	MLXIPL	MMP16	MORN3	MRPS34	MTMR9LP	NAALADL1	NAT8L	NEU1	NKX6-3	NMRK2	NPC1L1	NUDT4B	NYX	ODAD4	OPRL1	OR1F1	PACSIN3	PCP4	PDZD7	PFKFB1	PI16	PIK3R5	PIN1	PLAAT4	POU3F2	PPP1R3B	PRADC1	PRPS1L1	PRR3	PSG8-AS1	QPCTL	RAB3A	RFXANK	RNASE1	RPRM	SCARF2	SEC11C	SH3BGR	SLC22A6	SLC25A22	SLC25A23	SLC26A1	SLC35F4	SLC4A9	SMO	SMTNL1	SOCS1	SPPL2C	SRC	SRMS	STAB2	STAC3	SUGCT	SULT4A1	SVBP	SYN1	TAF3	TCEAL3	TECTA	TFR2	TM4SF5	TMEFF2	TMEM106C	TMEM11	TMEM255B	TMEM88	TMSB4Y	TMUB1	TONSL	TOX3	TRIM15	TTC21A	UBIAD1	VN1R2	VPS37D	VWA3B	WTIP	YIF1B
STK33_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STK33_DN	ABHD14B	ABLIM1	ACAP1	ACOX2	ACP6	ACY1	ADCY3	AFF3	AKR1A1	ALCAM	ALOX5	ANKLE1	ANPEP	ANTKMT	ANXA3	APBB2	APEH	ARHGEF26	ARMH1	ART3	ASL	ASNS	BACE2	BCL2	BDH2	BEND5	BEND6	BEX2	BMX	BPI	BPNT1	BSPRY	BTLA	BTN3A3	C10orf95	C12orf75	C16orf74	C1orf115	C2orf68	C3orf80	CA8	CACNA2D3	CAD	CARS2	CAST	CCDC125	CCDC26	CCL5	CCNJ	CDA	CDC42EP3	CDK8	CEACAM6	CEP57	CHML	CHPT1	CLTCL1	CPXM1	CR2	CRYBG1	CYFIP2	CYP4F2	CYP4F3	DCHS1	DDAH1	DEFA6	DGKZ	DHRS11	DNAAF3	DOCK8-AS1	DPH2	DSG2	EEF2K	ELMO3	ELOVL6	ENDOD1	ENHO	ENSG00000291006	ERVH48-1	F13A1	FAHD2A	FAM117B	FAM241A	FANCE	FBLN7	FBN2	FDXR	FERMT1	FLT3	FTSJ1	GALNT12	GAS2	GJB2	GJB6	GPAT2	GPM6A	GPM6B	GPRASP2	GPT2	GZMA	HES6	HGH1	HHLA2	HK3	HOXA10	HPDL	HSD17B8	ID3	IL17D	IL22RA2	JPH1	JPT2	KATNB1	KAZN	KBTBD11	KCNN2	KHDC1	KIAA1143P1	KIT	KLF5	KLRG2	LAMP3	LAMP5	LCK	LGALSL	LINC00926	LPAR3	LPCAT2	LRATD2	LRRK2	LYRM7	MANSC1	MAP3K15	MAP3K21	MAP4K1	MAPK14	MAPKAP1	MATN2	MBLAC2	MFSD3	MGAT4A	MICAL2	MPRIP	MREG	MROCKI	MS4A3	MTARC1	MTARC2	MTFR2	MTG1	MTR	MTURN	NDFIP1	NEO1	NFE2	NHLRC2	NHSL2	NLRC3	NR2F2	NUDT11	NXT2	OBSL1	OGDHL	ORM1	OSBPL1A	OXCT2	P3H4	PADI2	PALD1	PARP16	PAWR	PCBD1	PCCB	PCYOX1	PCYT1B	PDCD2L	PDGFRL	PFKM	PIGW	PIK3CB	PIK3R3	PIP4P2	PLCH1	PLPP6	PLS1	PLXND1	PM20D2	PNMA2	PODXL	POGLUT2	POLD1	POLD2	POLR3B	PPM1H	PRAM1	PRKAR2B	PROK2	PROSER1	PSPH	PSTPIP2	RANGRF	RASGRP1	RET	RETREG1	RGS16	RIPOR2	RMI2	RNF144A	RORB	RRP15	RSAD1	RTL10	RXFP1	SATB2	SCD	SCLY	SERPINB10	SERPINB2	SETD7	SETMAR	SH3GL3	SHISA2	SIDT2	SLC18B1	SLC25A32	SLC25A39	SLC26A8	SLC27A5	SLC35F1	SLC37A4	SLC38A5	SLC43A1	SLC8A1	SLC9B2	SLCO4C1	SLPI	SPNS3	ST6GALNAC3	STAR	STC2	STEEP1	STX11	SYDE2	SYTL1	TANC2	TCTA	TENT5C	TEX15	TMEFF1	TMEM143	TMEM243	TMEM45A	TNFAIP8	TNFSF10	TNKS	TPD52L1	TRAF7	TRHDE	TRIM58	TRIT1	TRPC5	TSPAN2	TXNRD3	UAP1L1	UCA1	VARS1	VAT1L	VCL	VKORC1L1	VMA21	VPS13C	WDR18	WDR36	WDR54	ZBED3	ZDHHC23	ZEB1-AS1	ZNF280C	ZNF664	ZNRF3
STK33_NOMO_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STK33_NOMO_DN	ABHD14B	ABTB3	ACAP1	ACOX2	ACP3	ACY1	ADCY3	ADCYAP1	ADGRA2	ADSL	AFF3	AGO4	AKR1A1	ALCAM	ALOX5	ALX3	ANKLE1	ANPEP	ANTKMT	ANXA3	AP5B1	APBB2	APEH	APOBEC3C	ARG1	ART3	ASL	ASNS	ATP6V1C2	BACE2	BCL2	BDH2	BEND5	BEND6	BEX2	BHLHE22	BIK	BIVM	BMX	BPNT1	BSPRY	BTLA	BTN3A3	C10orf95	C16orf74	C1orf115	C2orf68	CAMK1D	CARS2	CCR10	CCR7	CD24	CDA	CEACAM6	CHML	CHPT1	CHRDL1	CILK1	CKMT1A	CLEC5A	CMTM8	CR1	CR2	CRYBG1	CYFIP2	CYP4F3	DDAH1	DEFA6	DGKZ	DHRS11	DLX6-AS1	DOCK8-AS1	DOP1B	DPAGT1	DSG2	EGLN3	ENHO	ERVH48-1	EXPH5	F13A1	FAHD2A	FAM117B	FAM241A	FANCE	FBLN7	FBN2	FCGR3B	FDXR	FERMT1	FLT3	FMR1	FPR2	FTCDNL1	GALNT12	GALT	GCH1	GDA	GJB2	GJB6	GPAT2	GPM6A	GPT2	GZMA	H1-0	HCG11	HEATR5A	HES6	HGH1	HHLA2	HK3	HNF4G	HOXA10	HOXD13	HPDL	HSPA4L	IDNK	IGLL1	IL17D	IL18R1	IL18RAP	IL22RA2	ITGB7	JDP2	JPH1	KATNB1	KAZN	KIAA1143P1	KIT	KLF5	KRT81	LAMP3	LAMP5	LCK	LGR4	LINC00926	LINC00938	LPCAT2	LRRK2	LYRM7	MAGI2	MANSC1	MAP3K15	MAP3K21	MAP4K1	MAPK14	MAPKAP1	MATN2	MBLAC2	MFSD3	MFSD6	MGAT4A	MICAL2	MOGS	MROCKI	MTARC1	MTFR2	MTG1	MTHFD2L	MTR	MTURN	MZT1	NEDD4	NEO1	NHLRC2	NHSL2	NUDT11	NXT2	OBSL1	OSBPL1A	OXCT2	PADI2	PALD1	PAWR	PAXIP1-DT	PCBD1	PCCB	PCYOX1	PCYT1B	PDGFRL	PIGW	PIK3R3	PIP4P2	PLCH1	PLEKHJ1	PLPP6	PLS1	PLXND1	PM20D2	PNMA2	POGLUT2	POLD1	POLD2	POLR2J2	PPP1R1B	PRAM1	PRG4	PROK2	PROSER1	PRSS21	PSPH	PSTPIP2	PTGER2	PTPRCAP	RANGRF	RASGRP1	RET	RETREG1	RGR	RMI2	RNF144A	RORB	RRP15	RTL10	SAMD13	SATB2	SCD	SDK2	SELL	SEMA3C	SEPTIN1	SERPINB10	SETD7	SHISA2	SIDT2	SIRPB2	SLAIN1	SLC16A14	SLC16A4	SLC25A32	SLC26A8	SLC35C2	SLC35F1	SLC37A4	SLC39A14	SLC40A1	SLC43A1	SLC47A1	SLC8A1	SLC9B2	SOBP	SOCS2	ST14	ST6GALNAC3	STAR	STEEP1	STX11	SYDE2	TCEAL8	TCTA	TET1	TEX15	THEM6	TIGD1	TMEM143	TMEM243	TMEM45A	TMTC2	TNKS	TOLLIP-DT	TPD52L1	TRHDE	TRIM58	TSPAN2	TUBBP5	TXNRD3	UCA1	USP44	VARS1	VAT1	VAT1L	VKORC1L1	VMA21	VPS13C	WDR18	WDR36	XAF1	ZDHHC23	ZEB1-AS1	ZNF280C	ZNF623	ZNF664	ZNRF3
STK33_NOMO_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STK33_NOMO_UP	A2M	ABCA1	ABHD2	ACP5	ACSM3	ACVR1	ADAM28	ADAMDEC1	ADGRE2	AKTIP	ANKRD12	APPL2	AQP9	ARID5B	ARL4C	ARL5B	ARNT2	ARRDC3	ASPH	ATG101	ATG14	AUH	BBS12	BCL3	BCL6	BTBD7	BTG2	BTG3	C15orf48	C1QC	C3AR1	C5AR1	CAB39L	CACUL1	CADM1	CAMK2D	CAPRIN2	CC2D1B	CCDC71L	CCL20	CCL4	CD300C	CD80	CDC37L1	CFL2	CGRRF1	CLEC2B	CLEC7A	CLVS1	CNIH3	COL6A3	COQ10B	CPEB4	CREBL2	CREBRF	CRK	CSRNP1	CTTNBP2NL	CXCL1	CXCL2	CXCL3	CXCL6	CYP2E1	DAB2	DAPK1	DCANP1	DCSTAMP	DDIT4L	DENND1B	DNAAF4	DNAAF9	DOCK4	DOLK	DPP10-AS1	DPY19L4	DUSP1	DUSP5	EFNB2	EGR2	EGR3	ELK4	EMP1	EOMES	EPAS1	FABP4	FAM114A1	FAM13A	FAM199X	FAM234B	FBXL13	FBXO32	FCHO2	FCRLB	FNDC3A	FOS	FOXQ1	GALNT4	GAN	GASK1B	GBP3	GCNT2	GDF15	GFPT1	GJA1	GLIPR1	GNA12	GNG11	GNPDA2	GPATCH2	GPNMB	GPR137B	GPRIN3	H2BC4	H2BC8	HACD4	HAVCR2	HBP1	HCAR3	HECTD2	HECW2	HINT3	HMOX1	HNMT	HSD11B1	ICAM1	IER3	IFI16	IL10	IL10RA	IL1A	IL1B	IL1R1	IL1R2	IL6ST	IL7R	IRS1	JAKMIP2	JUN	JUNB	KBTBD8	KCNJ15	KCNJ2	KCTD3	KDELR3	KIAA0232	KIFBP	KIFC3	KITLG	KLF6	KLHL28	KMO	KYNU	LACC1	LAMB3	LCOR	LDAF1	LIMK1	LINC02003	LRRC25	LY6K	LY96	MAFF	MANBAL	MAP3K8	MAP4K3	MEIS3P1	MERTK	MGAT4B	MIDN	MIR21	MIR22HG	MMP1	MMP10	MORN2	MTMR9	MTSS1	MYOZ2	NAMPT	NCEH1	NEAT1	NECAP1	NKIRAS1	NPEPPS	NR1D2	NRAS	NRP1	NUAK1	OLR1	OSTM1	OTUD1	P2RY14	PANX1	PELI1	PGBD5	PHLDA1	PID1	PINLYP	PLAU	PPBP	PPCS	PPP1R15A	PPP1R3B	PPP3R1	PSD3	PTBP2	PTGFRN	PTPN3	PTPRO	PTX3	RAB12	RAB8B	RABL6	RASGRP3	REC114	RELCH	RETREG2	RGS2	RHOB	RIN2	RIT1	RNASEL	RND3	RNF149	RNF19A	SAMD9L	SAR1B	SCG2	SDC4	SEMA4D	SEPTIN10	SETBP1	SGK1	SGPL1	SIGLEC9	SIPA1L2	SLC11A2	SLC12A6	SLC24A3	SOS1	SPRED1	SQSTM1	ST3GAL1	STAM2	STC1	STK17B	STX12	STX6	SYNJ1	TBCEL	TDO2	TFEC	TGIF1	THAP1	THBD	TLR1	TLR6	TM6SF1	TMEM255A	TNFAIP6	TNFSF15	TPSAB1	TREM1	TRIM23	TRIP11	TTC30B	TUBB2A	TWF1	UBE2W	UBE3C	UEVLD	ULK2	UNK	UPP1	USP53	VWA5A	WBP2	WDR19	WDR20	WHAMM	WNT5A	YES1	ZBTB18	ZCCHC14	ZEB2	ZFP36	ZFP36L1	ZIC2	ZMYND11	ZNF222	ZRSR2P1
STK33_SKM_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STK33_SKM_DN	ABHD14B	ABLIM1	ABO	ACAP1	ACOX2	ACP6	ACY1	ADAMTS5	ADCY3	AFF3	ALDH1L2	ALOX5	ANKLE1	ANKRD2	ANPEP	APBB2	ARHGEF26	ARMH1	ASL	ASNS	ATP8B2	BACE2	BANK1	BCL2	BEND5	BEX2	BFSP2-AS1	BICD1	BMP2K	BMX	BPI	BPNT1	BTLA	C10orf95	C1orf115	C2orf68	C3orf70	C3orf80	C4orf19	CA8	CACNA2D3	CALD1	CAMK4	CARS2	CAST	CC2D2A	CCDC125	CCDC187	CCDC26	CCL5	CCR2	CD3D	CDA	CDC42EP3	CDH7	CDK8	CEMIP	CHML	CHPT1	CLTCL1	CPED1	CRIM1	CRIP2	CRIP3	CRYBG1	CTSLP3	CXCL16	CYFIP2	CYP4F3	CYP7B1	DDIT4L	DEFA4	DHRS11	DHRS9	DNAAF3	DPH2	DPP10-AS1	DZIP1	EEF2K	ELOVL6	ENSG00000291006	EPHX2	FAM117B	FAM186B	FAM241A	FBLIM1	FERMT1	FLT3	FOXP2	FRMD5	GABRA4	GABRA5	GALNT12	GAS2	GBX2	GPM6B	GPR37	GPR84	GPRASP2	GPX7	GRB10	GRB14	HBA2	HGH1	HMGA2	HSD17B8	ICAM3	ID3	IL12RB2	INAVA	INTS14	JPH1	KAAG1	KAZN	KCNN2	KCNN3	KHDC1	KIT	KLRG2	KRT23	LAMB3	LILRA2	LINC00926	LINC01913	LINC02239	LPAR3	LRATD2	LRRC34	LRRK2	LYRM7	MANSC1	MAPK14	MARCKS	MCTP2	MOCOS	MREG	MS4A3	MSRB3	MTARC1	MTARC2	MTG1	MTR	MTURN	MUSTN1	MYO1B	N4BP2L1	NFE2	NHSL2	NID1	NKX1-1	NLRC3	NPR3	NR2F2	NUDT11	OBSL1	OGDHL	OR2W3	ORM1	OXCT2	P3H4	PADI2	PARP16	PAWR	PCBD1	PCCB	PCDH8	PCGF2	PDCD2L	PDGFRL	PFKFB1	PFKM	PHACTR3	PIK3CB	PIP4P2	PLCH1	PLS1	PODXL	POGLUT2	POLD2	POLR3B	PPM1H	PPP1R3C	PRAC1	PRDM11	PRKAR2B	PROCR	PROK2	PRSS1	PRSS50	PRTG	PSPH	PWP2	PYROXD2	RAB27B	RAB38	RANGRF	RAPGEF5	RGS16	RIPOR2	RPL3L	RSAD1	RXFP1	SBDS	SCD	SERPINB10	SERPINB2	SERPINB8	SETMAR	SH3BGRL2	SH3D19	SH3GL3	SHISA2	SLC18B1	SLC25A32	SLC35F1	SLC39A3	SLC43A1	SLC6A15	SLCO4C1	SLITRK5	SLPI	SNTB1	SORL1	SPIB	SPNS2	SPNS3	SPP2	SPRY1	STAR	STBD1	STC2	STING1	STK33	SV2A	SYDE2	SYNJ2	TANC1	TANC2	TBC1D30	TBL1Y	TEAD4	TEKT2	TENT5C	TEX15	THBS4	TMEFF1	TMEM143	TMEM144	TMEM243	TMEM273	TMEM45A	TNFAIP8	TNFSF10	TONSL	TPD52	TPD52L1	TRAF7	TRIT1	TSPAN13	TUBA4A	TXNRD3	UAP1L1	UCA1	VCL	VKORC1L1	WDR18	WDR36	YDJC	ZBED3	ZDHHC23	ZEB1-AS1	ZFP57	ZMYM6	ZNF134	ZNF488	ZNF829
STK33_SKM_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STK33_SKM_UP	ACSL6	ACTA2	ADAM28	ADM	ADORA3	AFF4	AMMECR1	AMN1	ANXA1	APPL2	ARHGAP42	ARID5B	ARL5B	ARRDC3	ASB2	ASPH	ATRX	BAZ2B-AS1	BBS12	BCL2A1	BCL3	BCLAF3	BMF	BTBD7	BTBD8	BTG2	C5AR1	CALHM2	CCL4	CCN3	CD101	CD36	CD53	CD58	CD86	CD9	CDC37L1	CDK2AP1	CDKN1A	CDKN1C	CEP19	CFL2	CLDN1	CMTM1	CMTM3	CPEB2	CPEB4	CREB5	CREBRF	CRK	CTSK	CYBB	CYBRD1	CYTH4	DAAM1	DNAAF4	DNAJB4	DNAJC15	DPY19L4	DUSP1	DUSP5	DUSP8	DYNC2LI1	DYNLT5	EGR1	EMP3	ENSG00000268403	EPB41L5	ERMAP	ERRFI1	ETV1	EVI5	FABP4	FAM131A	FAM177A1	FAM20C	FCAMR	FCHO2	FCHSD1	FGD4	FGL2	FGR	FNBP1L	FOS	GBP2	GBP3	GCNA	GDPD1	GK3	GLIPR1	GNG11	GPR132	GPR135	GPR137B	GPR137C	GPR183	GPR34	GPR65	H2AC11	H2AC16	H2AC17	H2AC6	H2AC8	H2BC11	H2BC21	H2BC3	H2BC4	H2BC5	H2BC8	H3C1	H3C10	H3C11	H3C12	H3C2	H3C7	H4C8	HBEGF	HECW2	HINT3	HMOX1	IFI16	IL10RA	IL15	IL1A	IL1B	IRF1	IRF9	ITGB8	JUNB	KCNJ2	KITLG	KLF6	KLHL28	KMO	LCOR	LFNG	LGALS1	LINC02910	LMBRD2	LPAR6	LPXN	LRRC37A2	LY96	MAFB	MAP2	MATCAP2	MFAP3	MFAP3L	MFSD9	MIDN	MILR1	MIR21	MIR22HG	MIR646HG	MIR663AHG	MNS1	MORN2	MPEG1	MPPED2	MSS51	MXD1	MYBPH	MYEF2	NAMPT	NAPSB	NBEAL1	NCF2	NECAP1	NFKBIA	NFKBIZ	NFXL1	NINJ2	NLRC4	NMNAT1	OLIG1	OLR1	OR52K3P	OSBPL11	P2RY14	PALLD	PHLDA1	PID1	PKIB	PLAU	PLCXD2	PLK2	PLXNB2	PPCS	PPP1R17	PRKY	PRTFDC1	PTPRM	PTPRO	RAB7B	RASGRP3	RCBTB2	RESF1	RGCC	RGS1	RGS2	RHOB	RHOC	RIT1	RND3	RNF141	RNF19A	RNF19B	RTN1	SAMD8	SANBR	SERAC1	SETBP1	SGK1	SH2B3	SIPA1L2	SKIL	SLC12A6	SLC38A6	SLC7A11	SMIM14	SNORA68	SNX16	SOWAHC	SQSTM1	ST20	STAM2	STOX2	STX12	STX6	SUCNR1	SULF2	SYCP2	SYNJ2BP	TBC1D8	TFEC	TFPI	TFPI2	TGFB1I1	THAP1	THBD	TK2	TLR1	TLR10	TLR6	TMEM107	TMEM71	TMOD2	TMTC3	TNF	TNFAIP2	TNFRSF11B	TNFRSF21	TP53INP1	TP53INP2	TRIB1	TRIM23	TRIP11	TTC30B	TTLL7	TWF1	TYROBP	UBE2W	UNK	UNKL	UPP1	VSIG4	VSIR	WDR19	ZBTB6	ZCCHC14	ZFP36	ZNF117	ZNF254	ZNF407	ZNF432	ZNF675	ZNF682	ZNF718	ZNF763
STK33_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STK33_UP	ABCA1	ABHD2	ACSM3	ACVR1	ADAM28	ADAMDEC1	ADM	ADORA3	AFF4	AKTIP	AMN1	ANKRD12	ANKRD40	ANXA1	APPL2	AQP9	ARID5B	ARL5B	ARRDC3	ASB2	ASPH	ATG14	ATP2B1-AS1	ATXN1	AUH	BBS12	BCL2A1	BCL3	BCL6	BMF	BTBD7	BTBD8	BTG2	BTG3	BTN2A1	C15orf48	C5AR1	CACUL1	CC2D1B	CCDC71L	CCL4	CCN3	CD101	CD36	CD9	CDC37L1	CDKN1A	CDKN1B	CFL2	CLDN1	CLEC2B	CLVS1	CMTM1	CMTM3	CNIH3	COL6A3	COQ10B	CPEB2	CPEB4	CREB5	CREBRF	CRK	CSRNP1	CXCL1	CXCL2	CXCL3	CYBRD1	CYTH2	DAAM1	DAPK1	DNAAF4	DNAAF9	DNAJC15	DOCK4	DPY19L4	DUSP1	DUSP5	DUSP8	DYNC2LI1	EGR1	EGR2	EGR3	EMP1	FABP4	FAM177A1	FAM20C	FCAMR	FCHO2	FGL2	FNBP1L	FNDC3A	FOS	FOXQ1	GALNT4	GAN	GASK1B	GBP3	GDF15	GFPT1	GJA1	GLCE	GLIPR1	GNG11	GNPDA2	GPATCH2	GPR135	GPR137B	GPR137C	GPR34	GPR65	GPRIN3	H2AC17	H2AC6	H2BC21	H2BC4	H2BC8	H3C1	H3C12	HAVCR2	HBEGF	HBP1	HECW2	HINT3	HMOX1	HNMT	ICAM1	IFI16	IL10RA	IL1A	IL1B	IL6ST	IRF9	ITGB8	JUN	JUNB	KBTBD8	KCNJ2	KITLG	KLF6	KLHL28	KMO	KYNU	LCOR	LFNG	LIMK1	LMBRD2	LPAR6	LRRC25	LY96	MAFB	MAFF	MANBAL	MAP4K3	MATCAP2	MEIS3P1	MFAP3	MIDN	MILR1	MIR21	MIR22HG	MIR646HG	MIR663AHG	MMP1	MORN2	MPEG1	MSS51	MTMR9	MTSS1	MYOZ2	NAMPT	NBEAL1	NCEH1	NCF2	NECAP1	NFXL1	NKIRAS1	NLRC4	NME7	NRP1	NUAK1	OLR1	OSTM1	OTUD1	P2RY14	PANX1	PELI1	PHLDA1	PID1	PKIB	PLAU	PLCXD2	PPBP	PPCS	PPP1R15A	PPP1R17	PPP3R1	PRTFDC1	PTPRO	RAB12	RASGRP3	REC114	RELCH	RGS1	RGS2	RHOB	RHOC	RIN2	RIT1	RND3	RNF121	RNF141	RNF149	RNF19A	RNF19B	RTN1	SAMD8	SAMD9L	SANBR	SCG2	SEPTIN10	SETBP1	SGK1	SIPA1L2	SLC12A6	SLC38A6	SLC7A11	SMIM14	SNORA68	SNX16	SOCS6	SOS1	SPRED1	SQSTM1	ST20	STAM2	STC1	STX12	STX6	SULF2	SYNJ1	TDO2	TFEC	TFPI	TFPI2	TGIF1	THAP1	THBD	TLR1	TLR10	TLR6	TMEM255A	TMEM71	TNF	TNFSF15	TP53INP1	TRAC	TREM1	TRIB1	TRIM23	TRIP11	TTC30B	TTLL7	TWF1	TYROBP	UBE2W	UNK	UNKL	UPP1	USP53	VSIG4	VSIR	VWA5A	WBP2	WDR19	WDR20	WNT5A	ZBTB18	ZBTB6	ZCCHC14	ZEB2	ZFP36	ZFP36L1	ZMYND11	ZNF117	ZNF222	ZRSR2P1
TBK1.DF_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TBK1.DF_DN	ACAP2	ADAM10	ADCY6	AFF4	AGFG1	AK4P3	AKAP9	ALDH3A1	ALDH9A1	AMMECR1	ANGPTL4	ANKFY1	ANKRD11	AP1AR	APPL1	ARFGEF2	ARMC1	ATG2B	ATP2B1	ATP6AP2	ATP6V1C1	BACH1	BCL2L1	BDH1	BLMH	BMPR2	BNIP2	BPHL	BPTF	BRWD1	C12orf43	C1D	C5orf22	CAMK2N1	CASP6	CAVIN2	CBFB	CBX5	CBX6	CCND1	CCND2	CCNE2	CCNG2	CD2AP	CDC27	CDCA4	CDK6	CDR2	CEP83	CHMP2B	CLEC16A	CLN5	CLOCK	COASY	COL17A1	COL4A1	COL4A5	COL5A2	COPS4	CRK	CUL5	CXADR	DCAF16	DCK	DCP2	DDX60	DENND1B	DICER1	DKK1	DNAJB14	DNAJC16	DNAJC3	DSC3	DSN1	EHF	ELL2	ERAP1	ERLIN2	ESF1	ETNK1	EXOC5	EXPH5	FAM234B	FLRT3	FNBP1L	FOS	FOXA2	GALNT11	GALNT3	GALNT7	GAS1	GEMIN4	GJA1	GNAI3	GNE	GNPDA1	GOLGA2	GOLGA4	GOLT1B	GTF2A1	GTPBP8	H1-2	H1-3	H1-4	H4C3	HIPK2	HIPK3	HMBOX1	HMGCS1	HNRNPA0	HOOK1	HOXA1	IDE	IFIT1	IGF2BP3	IL1RL1	IL1RN	IMPACT	INSIG2	IRF2	ITCH	ITGA2	ITGB6	KATNBL1	KCTD3	KDM4A	KIF14	KIF3A	KLF13	KLF5	KLF7	KPNA6	KTN1	LETM1	LIAS	LIMS1	LMNB1	LMO4	LRIG2	LSM14A	LUC7L3	MAOA	MBP	MED13L	MFSD6	MIS18BP1	MPDZ	MPHOSPH9	MRPS33	MSH2	MTA1	MTAP	MTPAP	MTR	MYO6	NAA15	NAA35	NCOA3	NDUFA13	NEK1	NEK7	NF1	NFYB	NIP7	NLK	NME6	NRIP1	NSD3	NSMAF	NUP58	ODF2	OSBPL1A	OSBPL3	P3H2	PAFAH1B3	PANK3	PCBD1	PCYOX1	PDGFA	PDHX	PKP4	PLEKHA1	PLEKHA2	PLPBP	PMAIP1	PMEPA1	PNISR	POLR3B	PPCS	PPIG	PRKD3	PRKRA	PRRC2B	PSMB8	PSMB9	PTGES	RAI14	RALA	RBBP5	RBM4	RCBTB1	RCC1	RFWD3	RFX7	RIDA	RIF1	RIOX2	RLF	RMND1	RNF5	ROCK2	RPAP3	RPS6KB1	RRN3	RRN3P1	RSF1	RSRC1	RXRA	SCAF11	SCARB1	SEC63	SEMA3C	SEPHS2	SERPINE2	SHTN1	SIKE1	SLC22A5	SLC25A13	SLC26A2	SLC35A5	SLC37A4	SLC39A8	SLC6A8	SLK	SMAD5	SMARCA2	SMC5	SMG1	SMURF2	SNTB2	SNX15	SOWAHC	SPDL1	SPIN1	SPRY2	SRPRA	STOM	SUSD6	TAF15	TBC1D10B	TBK1	TCAF1	TCOF1	TEAD1	TERF2	TFAM	THBS1	THOC2	TLN1	TMOD3	TNRC6B	TRIM23	TSPAN5	TTBK2	TTI1	TTPAL	UBE2W	UBL4A	UBXN4	UBXN8	UFL1	UGGT1	USP22	USP46	VRK1	YES1	YTHDF2	ZC2HC1A	ZCCHC10	ZKSCAN1	ZNF395	ZNF557	ZNF654	ZNHIT6	ZWINT	ZZZ3
TBK1.DF_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TBK1.DF_UP	ABR	ACVR1	ACYP1	ADAM8	ADCY9	ADGRE5	ADGRG1	AGO3	AKR1C3	ANKMY2	ANPEP	ANXA6	AOPEP	AP5Z1	ARAF	ARAP3	ARIH2	ATF3	ATP10D	ATP11B	ATPAF2	AVL9	BBS1	BEX4	BID	BTG1	BTG3	C1GALT1C1	C3orf14	C3orf52	CAMK2G	CASP7	CCDC6	CCDC68	CCNJL	CD83	CDC42EP3	CDIP1	CDK8	CGRRF1	CHD9	CHGB	CHIC2	CIAPIN1	CIB1	CKB	CLCA2	CLDN4	CNNM4	CORO1A	CPTP	CRABP2	CREM	CRIP2	CSGALNACT2	CXCL2	CXCL8	CYBRD1	DAAM1	DAB2	DCUN1D2	DDAH2	DEGS1	DERA	DIPK1A	DLG3	DMTF1	DNAJB6	DNAJC17	DNMT3B	DPY19L1	DUSP14	DUSP3	DUSP5	EFNA1	EML1	EMP3	ENDOD1	ENDOG	ENO2	EOGT	EPB41L4B	EXTL2	FAT2	FERMT2	FEZ1	FKBP1B	FZD6	G0S2	GALNT10	GALNT12	GARRE1	GCA	GCC2	GCH1	GINS1	GNG11	GOLGA8A	GOLPH3L	GPHN	GPR107	GPX2	GRINA	GTF2E1	GTF2H1	HBEGF	HMOX1	HSD11B1	HSPA2	IFT57	IGF1R	IGSF3	IL1A	IL1R1	INPP5F	IQCK	ISL1	ITGAV	ITPK1	KCTD14	KLF11	LANCL1	LAPTM4A	LINC00342	LIPG	LIPT1	LPXN	LRP12	LSM6	LSP1	MAP3K2	MAST3	MAST4	MCAT	MCUB	MEX3D	MGLL	MICA	MINDY2	MINPP1	MMP9	MREG	MRPL58	MRTFB	MTCL1	MYBL1	NCK2	NETO2	NF2	NFIL3	NFKB1	NFKBIE	NFYA	NGFR	NKAPD1	NME3	NRBF2	NT5C2	NUDT4	OCRL	OPN3	OSBPL2	OSTM1	P2RX5	PAQR3	PASK	PCLO	PCTP	PEG10	PELI1	PHF10	PHTF2	PID1	PIK3CD	PIP4K2C	PKNOX1	PLAU	PLAUR	PLEKHF2	PLPP2	PNP	PPP2R3A	PPP3CC	PROS1	PRPF4B	PRSS3	PTHLH	PTK6	PTK7	PXDC1	PXDN	RAB21	RAB29	RAB4B	RABGEF1	RABIF	RAD51AP1	RB1	RGS20	RGS3	RHOBTB1	RIN2	RIT1	RLN2	RNF103	RNF38	RNGTT	RPL23AP7	RRAS	RUNX1	S100A8	SAA1	SACS	SAP30BP	SCHIP1	SCO2	SERPINB13	SERTAD2	SH3TC1	SIRPA	SLC2A10	SLC2A3	SLC30A1	SLC33A1	SLC35A2	SLC37A1	SLC38A6	SLC39A4	SLC39A6	SLCO3A1	SMCO4	SNAP23	SNCA	SNX10	SNX11	SNX24	SPOCK1	SPRR1B	SRPX	STAM	STEAP1	STEAP1B	STX12	STX3	SWAP70	TBC1D13	TBPL1	TEX2	TFE3	TGFA	TIMP4	TLCD3A	TMED5	TMEM104	TMEM184B	TMEM40	TMEM41B	TMEM45A	TMEM50A	TNFAIP1	TNFAIP2	TNFAIP3	TNFAIP8	TNFRSF10B	TNS3	TP53BP2	TP53I3	TP73-AS1	TPST1	TRAK2	TRAM2	TRAPPC2	TRIM36	TTC33	TUBA1A	TUBB2A	TUBBP5	TUFT1	UBA3	USP10	UXS1	VAMP3	VCAN	WWTR1	ZC3H12A	ZDHHC6	ZFYVE16
TBK1.DN.48HRS_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TBK1.DN.48HRS_DN	ABCF1	AKAP8	ANKRD10	ATG3	ATP6V1D	BCL2	BIRC2	BIRC5	BLTP2	BPHL	CDK1	COASY	COL4A1	CPNE3	CRYZ	CTNNAL1	DCK	DLD	DUSP22	DUSP4	EGF	GALE	GNA15	GTF2A2	H2AZ2	HSPA1A	IER3	IL13RA1	INPP4B	ITGB1BP1	MAPK9	MSRA	PAFAH1B3	PDGFA	PDHX	PLEKHJ1	PPOX	PRKCQ	PSMB8	RAD51C	RALA	RALB	RGS2	ST3GAL5	STX1A	TERF2IP	TOR1A	TRIB3	UFM1	XBP1
TBK1.DN.48HRS_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TBK1.DN.48HRS_UP	APOE	APPBP2	ARL4C	BAMBI	CALM3	CDK4	CDKN2A	CEBPA	CHEK2	CHMP6	CNDP2	CNOT4	COPB2	CXCL2	DDR1	DUSP3	ECD	EDN1	FCHO1	FKBP14	FSD1	IGFBP3	KHDC4	LBR	LRPAP1	MAP3K4	MLEC	MTFR1	MYCBP	MYLK	OXSR1	P4HTM	PIK3C2B	PSRC1	PTK2	RBM15B	RNMT	SCP2	SDHB	SLC11A2	SOX2	TEX10	TIMM22	TM9SF2	TMCO1	TP53BP1	UBE2J1	UBQLN2	UGDH	ZMIZ1
TGFB_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGFB_UP.V1_DN	ACKR3	ADAMTS1	ADGRE3	ADRB2	ANGPTL4	ANKMY1	ANKMY2	AP1AR	ARID5B	ATRNL1	AVPI1	BAG4	BCL6	BDKRB2	BET1L	BIRC3	BRME1	C14orf93	C18orf25	C1orf105	C8orf44	CAV3	CAVIN2	CCDC51	CDK2AP1	CDKN1B	CHRND	CHRNG	CHST7	CITED2	CLEC2B	COL4A1	CXADR	CXCL1	CXCL2	CYP2E1	DUSP4	DUSP6	EHF	EHHADH	EIF2AK3	ENTPD7	EVI2A	EYA4	FAM13A	FAM234B	FANCF	FBXL14	FBXL15	FCN3	FGF6	FHL3	FNDC3B	FOXO4	FRAT2	FRMD4B	FRS3	FSTL3	GATA3	GCH1	GIT2	GNAI1	GNE	GOLPH3L	GPR39	GPRC5C	H2AC17	HAPLN1	HILPDA	HS3ST1	HSD3B2	HSF2	HSPG2	ID1	ID2	IFIT1	IFIT2	IFIT3	IFT74	IGFBP1	IL36G	IRF1	IRF5	IRX5	ISL1	JADE2	KIF18A	KITLG	LGR4	MAP3K19	MAPKBP1	MINPP1	MIR22HG	MITF	MLYCD	MN1	MPPED2	MRM1	MRPS6	MUSK	MYBL1	NPAS1	NPEPPS	NR2F2	NRSN2	NUDT18	NUDT6	NUFIP1	OR7A17	OSR2	OTUB2	PAQR5	PCBP3	PEX11B	PEX12	PGBD5	PIK3R3	PLA2G12A	PLEKHF1	PLXNA2	POLL	PPP1R3D	PRR15L	PRX	PSG2	PTCH1	PTGER4	PTX3	RAB11FIP2	RAB33A	RAB38	RAI2	RASGRF1	RASL10A	RBM47	RDH16	RGL1	RGS2	RIGI	RIMS2	RNF43	RPP25	SAP30	SAV1	SCGB1D2	SEPTIN4	SERTAD2	SH3TC2	SKP2	SLC30A1	SLC35A1	SLC5A3	SMAD7	SMN1	SMPD2	SNAPC4	SPRY1	SPRY2	SSX3	STK38L	SYBU	TBC1D22B	TBX19	TEK	TF	TFAP2A	THBD	TLR5	TM7SF3	TMCC2	TMEM131L	TP53BP1	TRO	TRPM4	TUFT1	UGT8	UPK2	VAV3	WNT8B	YJU2B	ZFP64	ZMYND8	ZNF184	ZNF292	ZNF395	ZNF512B	ZNF652	ZNF696	ZNF74	ZPBP	ZXDC
TGFB_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TGFB_UP.V1_UP	ABCG1	ABTB2	ACSBG1	ADAM22	AKAP12	ANK1	ANKLE2	ARHGAP12	ATF3	BCOR	BHLHE40	BHMT	BMPR2	BRDT	CAPRIN2	CARF	CASP5	CCDC93	CCN2	CD163	CD1E	CDK17	CDKN2B	CHST11	CHST3	CKMT2	CLCF1	COL16A1	CRYAB	CSF1R	CSNK1E	CST6	CYP24A1	CYP26B1	CYP2J2	CYTH1	DACT1	DDC	DGCR11	DLC1	DPY19L1	DYRK2	EDN1	ELK3	ELL2	EPHA4	ETS2	F2RL1	FAT4	FERMT2	FGB	FGF1	FLT4	FNBP1L	FOXD1	FOXF2	FZR1	GADD45B	HCAR3	HLX	HRH1	HS3ST2	HTR1D	HYAL1	ID3	IGLV2-14	IL11	IL19	IL1RL1	IRS1	ITGA5	ITGB6	JADE3	JAM2	JMJD1C	JMJD6	JUN	JUNB	KANK1	KCNN4	KDM6B	KHDC1	KIR2DS2	KLF10	KLF4	KLF7	LARP6	LEMD3	LIF	LIPG	LMCD1	LRP12	LTBP2	LYPD1	MAFB	MAP3K4	MAS1	MATN1	MED18	MISP	MLXIP	MMD	MPZL2	MRTFA	MTRF1	MYBPC2	NCOR2	NDST1	NFATC4	NGF	NTF3	OVOL2	PAIP2B	PDGFA	PDGFB	PDLIM4	PFKFB3	PHLDB1	PIK3CD	PKIA	PLEKHA1	PMEPA1	PMP22	POLR1G	PPARD	PPP1R13L	PPP2R2B	PRG2	PVRIG	PXDC1	RAPGEF2	RCOR1	RGCC	RGS11	RGS12	RHOB	RNASE4	RNF126P1	RNF19B	RRAD	RUSC2	S100A3	SCHIP1	SEC14L2	SGK1	SHCBP1L	SKAP1	SKIL	SLC17A3	SLC26A2	SLC7A6	SLCO2A1	SMAD6	SMOX	SMTN	SMURF1	SMURF2	SNAI1	SOCS6	SPHK1	SPSB1	SSBP3	STC1	TAGLN	TBC1D2B	TBPL1	TBX3	TBXT	TFEB	THPO	TLE3	TMC7	TMEM268	TNFAIP8	TNS4	TRIB1	TUBB4A	TULP4	UBL3	UTP25	WNT11	WNT16	WNT3	WNT4	WNT7A	YIPF5	ZCCHC14	ZFP36L1	ZNF654
VEGF_A_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VEGF_A_UP.V1_DN	AASS	ACADM	ACE	ADAM9	ADTRP	AIMP1	AMD1	AMPH	ANGPT2	AQP8	ARHGAP29	ARMC6	ASPH	ATIC	ATP13A3	ATP8B3	B4GALT5	BAK1	BAZ1A	BCL10	BCLAF1	BIRC5	BUB1	BUB1B	CACNA2D1	CBL	CCDC86	CCL23	CCNB1	CCNB2	CCNE1	CCNH	CD8B	CDC27	CDC42EP2	CDC45	CDKN3	CEBPZ	CENPA	CENPE	CEP131	CEP170	CHM	CKS2	CNTFR	CPA3	CRYZ	CSE1L	CTNNAL1	CYB561D2	DBF4	DDX21	DHFR	DHX29	DKK1	DLEU1	DLGAP5	DNAJC13	EIF2S3	EPM2AIP1	EXO1	FABP4	FKBP5	FLT1	GABBR2	GATA6	GPR37	GPR4	H2BC15	HIRA	HMMR	IL1RL1	IL6	INHBB	IPO5	ITGA2	ITGB3	KIF11	KIF22	KIF23	KLF9	LMNB1	LRP8	LRRC17	LRRFIP1	MACIR	MAD2L1	MAFK	MAP1B	MAP3K7	MAPK6	MBD4	MCM4	MDN1	MEST	MFAP3	MKLN1	MMP14	MMRN1	MPHOSPH6	MRPL19	MT1X	MYO5A	NBN	NCOA3	NDC80	NEK7	NOC2L	NR2F1	NRP1	NUDT21	NUP155	NUP50	ORC2	OSTF1	PAPOLA	PCDH7	PGAP1	PHKA1	PLCL1	PLK4	PNN	PNO1	POP1	POP5	PPIG	PRKACB	PRMT3	PRPF40A	PSD3	PTPRD	PTPRE	PUM3	RAB3B	RAP1A	RASA2	RDH11	RECQL	RFC4	RGS2	RGS4	RGS5	RIF1	RND3	RNF6	ROM1	RP2	RPGR	RRM2	RRP12	RRS1	SACS	SAT1	SCAF11	SEL1L	SERPINB2	SETBP1	SKIC3	SLC30A9	SLC4A7	SLC7A2	SMC4	SPAG5	SPTLC2	STEAP1	STIP1	SULT1B1	TFAM	TGFBI	THOC2	TLE3	TMEM259	TMPO	TNP1	TRAPPC8	TRIM25	TRMU	TSPAN8	TTK	TWF1	UAP1	UCHL3	UFL1	UGP2	USP13	VEGFC	VRK1	XRCC4	YES1	ZC3H15	ZNF117	ZNF124	ZNF253
VEGF_A_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VEGF_A_UP.V1_UP	ABCA4	ABCB10	ABHD3	ADARB1	ADORA2A	AKAP3	AKAP5	AKR1B10	ALDOB	AMOT	APOBEC3G	ARC	ARL4C	ATF3	BMP8A	CABP1	CACNB1	CALCOCO1	CAMP	CCDC22	CCDC57	CCL2	CCL7	CCS	CD19	CD5	CD79A	CFAP410	CHRNA1	CIC	CLCN6	CLIP2	CLIP3	COL11A2	COLQ	CORO2B	CPA1	CRYGC	CRYGD	CSHL1	CXCL11	DBH	DCX	DDIT3	DDIT4	DENND3	DLG2	DSG2	DTX4	DUSP8	DYRK1B	ECM1	EMILIN1	ENO2	ENO3	ENPP2	ENSG00000291006	ENTREP1	EPHX1	ETFB	ETV2	EVX1	FBP2	FCGR2B	FEV	FGA	FKBP6	FMO4	FMO5	FPGS	GABRA5	GDF11	GLI1	GRIK2	GUCY2D	HDAC5	HLA-DMA	HMCES	HOXB5	HS3ST1	HSD11B2	HSD17B8	HTR2A	HTT	ICAM1	ID2	IFT140	IL32	INPP5J	IQCK	IRF5	IRF9	IRS2	ISG20	ITGB4	ITIH4	ITM2A	JCAD	KANK3	KATNIP	KCNC3	KCNMB1	KIAA0930	KMT2D	LCAT	LHX2	LMOD1	LONP2	LTB	LY6E	LYRM9	MATN2	ME3	MERTK	MGAT5	MIA	MMP2	MN1	MTMR11	MTSS1	MYL9	MYO1A	MYO1F	NAT8	NCF2	NEDD9	NFKB2	NFKBIE	NINJ1	NKG7	OPRD1	OPTN	OR7E24	OVOL1	P2RX4	PART1	PAX1	PER2	PHLDA1	PIN4	PKD1	PLA2G4C	PLTP	PPFIA4	PPL	PPP6R2	PSMB8	PTGFR	PTPRC	PTPRJ	PYY	RAB40AL	RBMX2	RELB	RFNG	RFPL1	RGS3	RHBDD3	RMND5B	SDC4	SEMA5A	SERPINA3	SH3BP2	SHC2	SHH	SLC12A2	SLC22A2	SMG6	SPINK2	SPOCK3	SUPT6H	TAGLN	TCEA2	TCL1A	THY1	TKTL1	TLL2	TM7SF2	TMEM8B	TNFSF12	TNNC2	TNS2	TP53I11	TPTEP1	TRAF1	TRAF5	TUB	TXNIP	UBA7	UBE2L6	ZC3H7B	ZCCHC24	ZNF205	ZNF76	ZNRF4
WNT_UP.V1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WNT_UP.V1_DN	AARD	ABCA1	ABCC3	ACKR1	ACVR1B	ADAM12	ADAM19	ADAM2	ADAR	ADCY4	ADRB1	AGT	AIRE	AKR1E2	APC2	ASH2L	ATP7B	BIK	BPGM	C16orf89	CASQ2	CD44	CD48	CD5	CD79B	CD93	CDO1	CEACAM1	CELF1	CFHR1	CLEC4D	CLN3	CMBL	CMPK2	CNTN1	COL9A1	CORT	CPN1	CSF2RB	CYBA	CYTH1	DDX25	DDX46	DIO2	DNAJC11	DNAJC4	DNASE1L3	DPF3	EFNB2	EIF2AK2	ETV4	F10	FAAH	FBXO8	FOXN3	FZD7	G0S2	GABRG2	GBP4	GFAP	GGNBP1	GPATCH2	GPX3	GRIN2C	GRM8	GSTA4	HAND1	HDGFL1	HDHD5	HES3	HEY1	HLA-A	HLA-DMB	HLA-DRB5	HLA-H	HOXB5	HSD3B7	IFIH1	IGFBP6	IL12RB1	IRF7	IRF9	ISG15	KCNA2	KCNA3	KCNA4	KCND1	KDM5A	KITLG	KRT6C	KRTAP3-1	LAMA1	LBP	LGALS3BP	LHB	LHX1	LSR	MAK16	MAP3K2	MAPK7	MEP1A	MET	MMP3	MRAP	MYOG	NAGK	NCOA2	NEO1	NFATC2	NGEF	NGF	NMT2	NSMF	NT5DC2	OAS1	OCLN	OLFM1	PCDH7	PCDHA10	PCP2	PHOSPHO2	PIGN	PIM2	PLA2G10	PLA2G1B	PLXNA1	PPP1R1A	PRH1	PTGS2	PTPN22	PXMP2	RAI2	RAMP3	RASD1	RSPH1	SDSL	SEPTIN6	SERGEF	SH2D2A	SINHCAF	SLC1A6	SLC22A18	SPRR2B	ST3GAL2	ST6GALNAC6	STC1	STK11IP	SYNGR4	SYT11	SYT8	TAL2	TANC1	TBXA2R	TFR2	TGFBR1	TGFBR3	THBD	TLR6	TNFRSF21	TNFRSF8	TNNI3	TRAPPC5	TSHB	TSPAN5	TUSC2	UBR1	USP18	VEGFA	VIM	VPREB1	VWA7	YJU2B
WNT_UP.V1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WNT_UP.V1_UP	A4GALT	ACKR4	ADAM28	ADGRB1	ADGRG3	AKR1B1	AP1B1	AP1G2	AP2S1	ATP4B	AURKB	BCL7C	BTG4	C8G	CCDC86	CCL2	CCR3	CCR8	CD74	CD96	CDH5	CFC1	CHRNA7	CHRNB2	CKAP4	CKMT2	CLDN6	CLDN8	CLEC16A	CLEC4E	CNGA2	COL4A4	CPS1	CRMP1	CXCL1	CYP2E1	CYP2S1	CYP4A22	DBP	DCC	DHCR24	DNAJB13	DPYSL4	DTNB	EDA	ENTPD2	EYA2	F2R	FABP5	FGF18	FICD	FNTB	FOS	FOXK1	FPR2	FXYD3	GALNT11	GALNT6	GDF15	GHRH	GJD2	GLI1	GNMT	GRIN2D	HES5	HOXD10	HOXD3	HPS4	HS3ST1	HTRA3	HYOU1	IGF2	IL12B	IL6	INHBB	INSM1	INSRR	IRX3	ISLR	KCNC3	KCND3	KCNJ9	KCNK4	KCNN1	KDELR2	KIFC1	KLRC1	KLRD1	KRT27	KRT86	KRTAP8-1	LANCL2	LCAT	LCN2	LRG1	LTA	LTB4R	LYPD8	MAPK8IP1	MAPKBP1	MAPRE2	MAST2	MAZ	MC1R	MFAP2	MKLN1	MST1R	MTF1	MYO5B	MYOM1	MYRF	NBL1	NEUROD2	NF1	NLRX1	NPY4R	NTSR1	OLR1	OXT	P2RY2	PDC	PDYN	PKIB	PKLR	PLA2G6	PLAC9	PMF1	POLD2	POSTN	POU1F1	PPP1R3C	PPT1	PRL	PRSS29P	PTPRO	RAD9A	RASGRP2	RBPMS	RETNLB	RNF112	RPAP3	RSPO1	SAA3P	SDC4	SEMA5B	SERPINF1	SETD6	SFN	SLC7A2	SLN	SNN	ST8SIA3	STK36	STRN4	STS	SYT3	SYT9	TCF3	TCF7L2	TEF	TEN1	TFF3	TGFB1I1	THRB	THYN1	TPK1	TSPO2	UBXN11	UGT8	UTF1	UTS2R	VAMP1	VAX2	XCR1	ZFP92	ZNF358
YAP1_DN	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAP1_DN	ACOX2	APOBEC2	C6orf58	CACNB4	CBLL2	CCDC87	CHCHD3	DOCK11	FICD	GOLGA2P5	GPR50	GUCY2C	HEY1	IL4R	IQCF1	ITGA2	ITGBL1	KATNB1	LCA5L	LIMD1	LINC00639	LONRF2	MOBP	MYLIP	MYO1B	ORC2	PABIR3	PDIK1L	PIGO	PRCC	RCC1L	RFX1	RHBDL1	RNF227	SLC17A7	SLC6A5	SLC9A1	TAS2R7	TEX101	THNSL1	TIMP3	TSPY26P	UGT2B4	VSNL1	WSCD2	XAGE2	ZBTB39
YAP1_UP	https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAP1_UP	ARHGEF10	BICRA	C8orf48	C8orf58	CAMK4	CCDC8	CDIPT	CDK14	CNP	COX8A	CYP4B1	DDB2	DENND10	DLX5	DRAM2	FAF2	FAM167A	FLOT1	GTPBP3	KCNK12	LLGL1	MAML2	MOCS2	MSN	MYLK	NMRK1	NRAS	PIERCE2	PRKACG	PTPMT1	RAB40C	RFTN1	RGCC	RHOQ	RPN2	SAMSN1	SEMA3C	SHISA4	SHLD2	SIAE	SNAP23	SNX7	STEEP1	TEAD1	WASHC4	YWHAZ	ZNHIT6