HALLMARK_ADIPOGENESIS	na	ABCA1	ABCB8	ACAA2	ACADL	ACADS	ACLY	ACO2	ACOX1	ADIPOQ	ADIPOR2	AGPAT3	AIFM1	AK2	ALDH2	ANGPT1	ANGPTL4	APLP2	ARL4A	ATL2	ATP1B3	ATP5O	BAZ2A	BCKDHA	BCL2L13	BCL6	C3	CAT	PTRF	PTRF	PRKCDBP	CCNG2	CD151	CD36	CDKN2C	CHCHD10	CHUK	CIDEA	CMBL	CMBL	CMPK1	CMPK1	COL4A1	COQ3	COQ5	COQ9	COX6A1	COX7B	CPT2	CRAT	CS	DBT	DDTL	DECR1	DHCR7	DHRS7	DHRS7	DHRS7B	DLAT	DLD	DNAJB9	DNAJC15	DRAM2	ECH1	ECHS1	ELOVL6	ENPP2	EPHX2	FABP4	FAH	FZD4	G3BP2	GADD45A	GBE1	GHITM	GPAM	GPAM	GPAT4	GPAT4	GPD2	GPHN	GPX3	GRPEL1	HADH	HIBCH	HSPB8	IDH1	IDH3A	IFNGR1	IMMT	ITGA7	ITIH5	ITSN1	LAMA4	LIFR	LPCAT3	LPL	LTC4S	MAP4K3	MCCC1	MDH2	ME1	MGLL	MGST3	MIGA2	MRPL15	MARC1	MTCH2	MYLK	NABP1	NDUFA5	NDUFAB1	NDUFS3	NKIRAS1	NKIRAS1	NMT1	OMD	ORM1	PDCD4	PEMT	PEX14	PFKFB3	PFKL	PGM1	PHLDB1	PHYH	PIM3	PIM3	PLIN2	POR	PPARG	PPARG	PPM1B	PRDX3	PREB	PTCD3	PTGER3	PTGER3	QDPR	RAB34	REEP5	REEP6	RETSAT	RIOK3	RMDN3	RNF11	RREB1	SAMM50	SCARB1	SCP2	SDHB	SLC19A1	SLC25A1	SLC25A10	SLC27A1	SLC5A6	PQLC3	PQLC3	SNCG	SOD1	SORBS1	SPARCL1	SQOR	SSPN	STAT5A	STOM	SUCLG1	TALDO1	TANK	TANK	TKTL1	NA	TST	UBQLN1	UCK1	UQCR10	UQCR11	UQCR11	UQCRC1	UQCRQ	YWHAG
HALLMARK_ALLOGRAFT_REJECTION	na	AARS1	ABCE1	ACVR2A	AKT1	APBB1	B2M	BCAT1	BCL10	BRCA1	C2	CAPG	CARTPT	CCND2	CCND3	CCR2	CCR5	CD2	CD247	CD28	CD3D	CD3E	CD3D	CD4	CD40	CD40LG	CD47	CD7	CD74	CD86	CD8A	NA	CD8BP	CD8BP	CRTAM	CSF1	CSK	CTSS	DARS	DEGS1	DYRK3	EGFR	EIF3A	EIF3D	EIF3J	EIF4G3	EREG	ETS1	F2	F2R	FAS	FASLG	FASLG	FGR	FYB1	GALNT1	GCNT1	GLMN	GPR65	GZMA	HCLS1	HDAC9	HIF1A	DMA	DMB2	ICOSLG	IFNG	IFNG	IFNGR1	IFNGR2	IGSF6	IKBKB	IL10	IL12A	IL12B	IL12RB1	IL15	IL16	IL18	IL18	IL18RAP	IL2RA	IL2RB	IL2RG	IL4	IL6	INHBA	INHBB	IRF4	IRF4	IRF7	IRF8	ITGB2	ITK	JAK2	LCK	LCP2	LIF	LY75	LY86	LYN	MAP3K7	MBL2	MMP9	MRPL3	MTIF2	NCF4	NOS2	NPM1	PRF1	PRKCB	PTPN6	PTPRC	RARS	RIPK2	RPL39L	RPL3L	RPL9	RPS3A	SOCS1	SOCS5	SPI1	ST8SIA4	STAB1	STAT1	STAT4	TAP1	TAP2	TAPBP	TGFB2	THY1	TLR2	TLR2A	TLR3	TPD52	TRAF2	TRAT1	UBE2D1	UBE2N	WARS	ZAP70
HALLMARK_ANDROGEN_RESPONSE	na	ABCC4	ABHD2	ACSL3	ACTN1	ADAMTS1	ADRM1	AKT1	ALDH1A3	ANKH	APPBP2	ARID5B	B2M	B4GALT1	BMPR1B	CAMKK2	CCND1	CCND3	CDC14B	CDK6	CENPN	DBI	DHCR24	DNAJB9	ELK4	ELL2	ELOVL5	FADS1	FKBP5	GNAI3	GPD1L	GSR	GUCY1A3	H1F0	HERC3	HMGCR	HMGCS1	HOMER2	HPGD	IDI2	INPP4B	INSIG1	IQGAP2	ITGAV	KRT24	LIFR	LMAN1L	MAF	MAK	MAP7	MERTK	NCOA4	NDRG1	NGLY1	NKX3-1	PA2G4	PDLIM5	PGM3	PIAS1	PLPP1	PMEPA1	PTK2B	PTPN21	RAB4A	RPS6KA3	RRP12	SAT1	SCD	SEC24D	SELENOP1	SGK1	SLC26A2	NA	SLC38A2	SMS	SORD	SPCS3	SPDEF	SRF	SRP19	STEAP4	STK39	TMEM50A	TMPRSS2	TNFAIP8	TPD52	TSC22D1	UAP1	UBE2I	UBE2J1	VAPA	XRCC5	XRCC6	ZMIZ1	ZMIZ1
HALLMARK_ANGIOGENESIS	na	APOH	APP	CCND2	COL3A1	COL5A2	FGFR1	FSTL1	ITGAV	JAG1	JAG2	KCNJ8	LPL	LRPAP1	LUM	MSX1	NRP1	PDGFA	POSTN	PTK2	NA	SLCO2A1	SPP1	STC1	THBD	TNFRSF21	VAV2	VCAN	VEGFA	VTN
HALLMARK_APICAL_JUNCTION	na	ACTB	ACTC1	ACTG1L	ACTG2	ACTN1	ACTN2	ACTN4	ADAM23	ADAM9	ADAMTS5	ADRA1B	AKT3	AMH	AMIGO2	ARHGEF6	ARPC2	B4GALT1	BAIAP2	CADM2	CALB2	CAP1	CD276	CD34	CD86	CD99	CDH1	CDH11	CDH15	CDH3	CDH4	CDH6	CDH8	CDK8	CERCAM	CLDN11	CLDN14	CLDN18	CLDN19	CLDN19	CLDN5	CLDN8	CNN2	CNTN1	COL16A1	COL17A1	COL9A1	CRAT	CTNNA1	CTNND1	DLG1	EGFR	EPB41L2	EVL	EXOC4	FBN1	FSCN1	FYB1	GAMT	GNAI1	GNAI2	GRB7	HADH	HRAS	INSIG1	LOC107051846	ITGA2	ITGA3	ITGA9	ITGB1	ITGB4	JAM3	JUP	KCNH2	LAMA3	LAMB3	LAMC2	LDLRAP1	LIMA1	MADCAM1	MAPK11	MAPK13	MAPK14	MDK	MMP2	MMP9	MPZL1	MPZL2	MVD	MYH10	MYH9	MYL12A	MYL12B	MYL9	NECTIN1	NECTIN3	NECTIN3	NEGR1	NEXN	NF1	NF2	NFASC	NLGN3	NRAP	NRTN	NRTN	MPP5	MPP5	PARVA	PCDH1	PDZD3	PECAM1	PIK3CB	PKD1	PLCG1	PPP2R2C	PTEN	PTK2	PTPRC	RAC2	RASA1	RHOF	RSU1	SDC3	SGCE	SHC1	SHROOM2	TPPNR1L	SKAP2	SLIT2	SPEG	SRC	SYK	TGFBI	THY1	TJP1	TMEM8B	TNFRSF11B	TRAF1	TSC1	TSPAN4	TUBG1	VAV2	VCAM1	VCAN	VCL	VWF	WASL	WNK4	YWHAH	ZYX	ZYX
HALLMARK_APICAL_SURFACE	na	ADAM10	ADIPOR2	AFAP1L2	AKAP7	APP	ATP6V0A4	ATP8B1	B4GALT1	BRCA1	CROCC	AIM1	DCBLD2	EFNA5	FLOT2	GATA3	GHRL	GHRL	HSPB1	IL2RB	IL2RG	LYN	MAL	MDGA1	NCOA6	NCOA6	NTNG1	PKHD1	RHCG	SCUBE1	SHROOM2	SRPX	SULF2	SULF2	THY1	TMEM8B
HALLMARK_APOPTOSIS	na	ADD1	AIFM3	ANKH	ANXA1	APP	ATF3	AVPR1A	BCL10	BCL2L1	BID	BMF	BMP2	BNIP3L	BRCA1	BTG2	CASP2	CASP3	CASP6	CASP7	CASP8	CASP9	CAV1	CCNA1	CCND1	CCND2	CD2	CD38	CD44	CDK2	CDKN1A	CDKN1B	CFLAR	CLU	CREBBP	CTH	CTNNB1	CYLD	DAP	DAP3	DCN	DFFA	DIABLO	DNAJA1	DNAJC3	DNM1L	DPYD	EGR3	EMP1	ENO2	ERBB2	ERBB3	EREG	ETF1	F2	F2R	FAS	FASLG	FASLG	FDXR	FEZ1	GADD45A	GCH1	GPX1	GPX3	GSN	GSR	H1F0	HGF	HMGB2	HMOX1	HSPB1	IFNA3	IFNGR1	IGF2R	IL18	IL18	IL6	IRF1	JUN	KRT18	LEF1	LGALS3	LUM	MADD	MCL1	MGMT	MMP2	NEDD9	NEFH	PAK1	PDCD4	PDGFRB	LOC107049501	PLAT	PLCB2	PLPPR4	PPP3R1	PPT1	PRF1	PSEN1	PSEN2	PTK2	RARA	RELA	RETSAT	RHOB	RHOB	RHOT2	RNASEL	ROCK1	SAT1	SATB1	SC5D	SLC20A1	SMAD7	SOD1	SOD2	SPTAN1	SQSTM1	TAP1	TGFB2	TGFBR3	TIMP2	TIMP3	TNFSF10	TOP2A	TSPO	VDAC2	WEE1	BIRC8
HALLMARK_BILE_ACID_METABOLISM	na	ABCA1	ABCA2	ABCA3	ABCA4	ABCA5	ABCA8	ABCD2	ABCD3	ABCG4	ABCG8	ACSL1	ACSL5	AGXT	AKR1D1	ALDH1A1	ALDH8A1	ALDH9A1	AMACR	APOA1	AQP9	AR	ATXN1	BBOX1	BCAR3	BMP6	CAT	CH25H	CROT	CYP27A1	CYP39A1	CYP46A1	CYP7A1	CYP7B1	CYP8B1	DHCR24	DIO1	EFHC1	EPHX2	FADS1	FADS2	FDXR	GC	GCLM	GNMT	GNPAT	GSTK1	HACL1	HAO1	HSD17B11	HSD17B13	HSD17B13	HSD17B4	IDH1	IDH2	IDI2	ISOC1	LCK	LONP2	MLYCD	NEDD4	NPC1	NR0B2	NR1H4	NR1H4	NR3C2	NUDT12	OPTN	PAOX	PAOX	PECR	PEX1	PEX11A	PEX12	PEX13	PEX16	LOC107049500	PEX26	PEX6	PEX7	PFKM	PHYH	PIPOX	PNPLA8	RBP1	RETSAT	RXRA	RXRG	SCP2	SLC22A18	SLC23A1	SLC23A2	SLC27A2	SLC29A1	SLC35B2	SLC35B2	SLCO1A2	SOD1	SULT1B1	LOC769841	SULT2B1	TFCP2L1	TTR
HALLMARK_CHOLESTEROL_HOMEOSTASIS	na	ABCA2	ACAT2	ACSS2	ACTG1L	ALCAM	ALDOC	ANTXR2	ANXA13	ANXA5	ATF3	ATXN2	AVPR1A	CBS	CD9	CHKA	CLU	CPEB2	CTNNB1	CYP51A1	DHCR7	ECH1	ERRFI1	FABP5	FADS2	FASN	FDFT1	FDPS	GLDC	GNAI1	GPX8	GUSB	HMGCR	HMGCS1	HSD17B7	IDI2	JAG1	LGALS3	LGMN	LPL	LSS	MAL2	MVD	MVK	NFIL3	FAM129A	NSDHL	PCYT2	PCYT2	PDK3	PLSCR1	PMVK	PNRC1	PPARG	PPARG	S100A11	SC5D	SCD	SEMA3B	SQLE	SREBF2	STARD4	TMEM97	TP53INP1
HALLMARK_COAGULATION	na	A2M	ACOX2	ADAM9	ANXA1	APOA1	ARF4	C1QA	C1R	C1S	C2	C3	C8A	C8B	C8G	CAPN2	CAPN5	CASP9	CD9	CFD	CFH	CFI	CLU	COMP	CPB2	CPN1	CPQ	CRIP2	CSRP1	CTSB	CTSE	CTSH	CTSK	CTSO	CTSV	DCT	DPP4	DUSP14	DUSP6	F10	KLKB1	KLKB1	F13B	F13B	F2	F2RL2	F3	F8	F9	FBN1	FGA	FGG	FN1	FURIN	FYN	GDA	GNG12	GP9	GSN	HMGCS2	HNF4A	HTRA1	ISCU	ITGA2	ITGB3	KLF7	LAMP2	LGMN	LRP1	LTA4H	MAFF	MASP2	MBL2	MEP1A	MMP1	MMP10	MMP11	MMP15	MMP2	MMP7	MMP7	MMP9	MST1	P2RY1	PDGFB	PECAM1	PEF1	PLAT	PLAU	PLEK	PLG	PREP	PROC	PROS1	PROZ	PRSS23	RABIF	RAC1	RAPGEF3	RGN	S100A1	SPIA1	SERPINB2	SERPINC1	SERPING1	SH2B1	SIRT2	SPARC	TFPI2	THBD	THBS1	TIMP3	TMPRSS6	VWF	WDR1
HALLMARK_COMPLEMENT	na	ACTN2	ADAM9	AKAP10	ANXA5	APOA4	ATOX1	BRPF3	C1QA	C1QC	C1R	C1S	C2	C3	CA2	CALM1	CASP10	CASP3	CASP7	CASP9	CBLB	CD36	CD40LG	CD59	CDA	CDH13	CDK5R1	CEBPB	CFH	CLU	COL4A2	CP	CPM	CPQ	CSRP1	CTSB	CTSC	CTSD	CTSH	CTSO	CTSS	CTSV	DGKG	DGKH	DOCK4	DOCK9	DPP4	DUSP5	DUSP6	DYRK2	DYRK2	F10	F2	F3	F5	F7	F8	FCER1G	FDX1	FN1	FYN	GATA3	GMFB	GNAI2	GNAI3	GNB4	GNG2	GNGT2	GP9	GPD2	GRB2	GZMA	HNF4A	HPCAL4	HSPA5	IL6	IRF1	IRF2	IRF7	JAK2	KCNIP2	KIF2A	KYNU	LAMP2	LAP3	LCK	LCP2	LGALS3	LGMN	LIPA	LRP1	LTA4H	LYN	MAFF	ME1	MMP13	MMP15	MSRB1	MSRB1	PCLO	PDGFB	PDP1	PHEX	PIK3CA	PIK3CG	PIK3R5	PIM1	PLA2G4A	PLA2G7	PLAT	PLEK	PLG	PLSCR1	PPP2CB	PRCP	PRDM4	PREP	PRKCD	PSEN1	RABIF	RAF1	RASGRP1	RBSN	RBSN	RHOG	RNF4	SCG3	SPIA1	SERPINB2	SERPINC1	SERPING1	SH2B3	SIRT6	SRC	TFPI2	TIMP2	TMPRSS6	TNFAIP3	USP14	USP15	USP16	USP8	VCPIP1	XPNPEP1	ZEB1	ZFPM2
HALLMARK_DNA_REPAIR	na	AAAS	ADA	ADRM1	AGO4	AK1	AK3	ALYREF	ALYREF	APRT	ARL6IP1	BRF2	BRF2	CANT1	CCNO	CDA	CETN1	CLP1	COX17	CSTF3	DAD1	DCTN4	DDB1	DDB2	DGCR8	DUT	EDF1	EIF1B	ELL	TCEB3	ERCC3	ERCC4	ERCC5	ERCC8	FEN1	DFNA5	GTF2A2	GTF2B	GTF2H1	GTF2H3	GTF2H5	GTF3C5	GUK1	HCLS1	HPRT1	IMPDH2	ITPA	LIG1	MPC2	MPG	NCBP2	NELFB	NELFCD	NFX1	NME3	NME4	NPR2	NT5C3A	NUDT21	NUDT9	PCNA	PDE4B	NA	POLA1	POLB	POLD3	POLH	POLL	POLR1C	POLR1D	POLR2C	POLR2D	POLR2E	POLR2F	POLR2H	POLR2I	POLR2J	POM121C	PRIM1	RAD51	RAD52	RAE1	RAE1	RALA	RBX1	REV3L	RFC2	RFC3	RFC4	RFC5	RNMT	RPA2	RPA3	RRM2B	SDCBP	SEC61A1	SF3A3	SMAD5	SNAPC4	SNAPC5	SRSF6	SSRP1	STX3	SUPT4H1	SUPT5H	SURF1	TAF10	TAF12	TAF13	TAF1CZ	TAF9	TARBP2	TK2	TMED2	TP53	TSG101	TYMS	UMPS	UPF3B	UPF3B	VPS37B	VPS37B	XPC
HALLMARK_E2F_TARGETS	na	AK2	ANP32E	ASF1A	ATAD2	AURKB	BARD1	BIRC5	BRCA1	BRCA2	BRMS1L	BUB1B	CBX5	CCNB1	CCNE1	CCP110	CDC20	CDC25A	CDCA3	CDK1	CDKN1A	CDKN1B	CDKN2C	CDKN3	CENPE	CENPM	CENPM	CHEK1	CHEK2	CIT	CKS1B	CKS2	CNOT9	CSE1L	CTCF	CTPS1	DCK	DCLRE1B	DEK	DEPDC1	DEPDC1	DIAPH3	DIAPH3	DLGAP5	DNMT1	DONSON	DSCC1	DUT	E2F8	EED	EIF2S1	ESPL1	EXOSC8	EZH2	GINS1	GINS3	GSPT2	H2AFX	H2AFZ	HELLS	HMGA1	HMGB2	HMGB3	HMMR	HNRNPD	HUS1	ING3	IPO7	HN1	KIF18B	KIF2C	KIF4B	KPNA2	LBR	LIG1	LMNB1	LUC7L3	LYAR	LYAR	MAD2L1	MCM2	MCM3	MCM4	MCM5	MCM6	MELK	MLH1	MMS22L	MRE11	MSH2	MTHFD2	MYBL2	MYC	NAA38	NAP1L1	NASP	NBN	NCAPD2	NOP56	NUDT21	NUP107	NUP153	NUP205	ORC2	ORC6	PA2G4	PAICS	PAICS	PAN2	PCNA	PDS5B	PHF5A	PHF5A	PLK1	PLK4	PMS2	PNN	POLD2	POLD3	POLE	PPM1D	PPP1R8	PRDX4	PRIM2	PRKDC	PRPS1L1	PSIP1	PSMC3IP	PTTG2	RACGAP1	RAD1	RAD21	RAD50	RAD51AP1	RAD51C	RAN	RANBP1	RBBP7	RFC1	RFC2	RFC3	RPA1	RPA2	RPA3	RRM2	SHMT1	SLBP	SLBP	SMC3	SMC4	SMC6	SNRPN	SPAG5	SPC25	SPC25	SRSF2	SSRP1	STAG1	STMN1	SYNCRIP	TACC3	TBRG4	TFRC	TIPIN	TK1	TMPO	TOP2A	TP53	TRA2B	TRIP13	TUBG1	UBE2T	UBR7	UNG	USP1	WEE1	XPO1	XRCC6	ZW10
HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	na	ABI3BP	ACTA2	ADAM12	ANPEP	AREG	BASP1	BDNF	BDNF	CADM1	CALD1	CAP2	CAPG	CYR61	CCN2	CD44	CD59	CDH11	CDH2	CDH6	COL11A1	COL12A1	COL16A1	COL1A1	COL1A2	COL3A1	COL4A1	COL4A2	COL5A1	COL5A2	COL6A2	COL6A3	COL8A2	COMP	COPA	CRLF1	CTHRC1	CXCL12	IL8L1	DAB2	DCN	DPYSL3	DST	ECM2	EDIL3	ENO2	FAP	FAS	FBLN1	FBLN2	FBLN2	FBLN5	FBN1	FBN2	FERMT2	FGF2	FMOD	FN1	FOXC2	FSTL1	FSTL3	FUCA1	FZD8	GADD45A	GEM	GJA1	GLIPR1L	GPC1	GPX7	GREM1	HTRA1	ID2	IGFBP2	IGFBP4	IL15	IL6	INHBA	ITGA2	ITGAV	ITGB1	ITGB3	ITGB5	JUN	LAMA1	LAMA2	LAMA3	LAMC1	LAMC2	LGALS1A	LGALS1A	LOX	LOXL1	LOXL2	LRP1	LRRC15	LUM	MATN2	MATN3	MEST	MFAP5	MGP	MGP	MMP1	MMP2	MSX1	MXRA5	MYL9	MYLK	NID2	NOTCH2	NT5E	NTM	OXTR	P3H1	P3H1	PCOLCE2	PDGFRB	PDLIM4	PFN2	PLOD1	PLOD2	PMEPA1	PMP22	POSTN	PPIB	PRRX1	PRSS2	PTHLH	PTX3	QSOX1	RGS4	RHOB	RHOB	SAT1	SCG2	SDC1	SDC4	SERPINE2	SERPINH1	SFRP1	SFRP4	SGCB	SGCD	SGCG	SLIT2	SLIT3	SNAI2	SNTB1	SPARC	SPOCK1	SPP1	TAGLN	TFPI2	TGFBI	TGFBR3	TGM2	THBS1	THBS2	THY1	TIMP3	TNC	TNFAIP3	TNFRSF11B	TPM1	TPM2	TPM4	VCAM1	VCAN	VEGFA	VEGFC	VIM	WIPF1	WNT5A
HALLMARK_ESTROGEN_RESPONSE_EARLY	na	ABAT	ABCA3	ABHD2	ABLIM1	ADCY1	ADCY9	ADD3	AKAP1	AMFR	AQP3	AR	AREG	ARL3	ASB13	B4GALT1	BAG1	BCL11B	BCL2	BHLHE40	CA12	CALB2	CALCR	CANT1	CBFA2T3	WISP2	CCND1	CD44	CELSR1	CHPT1	CISH	CLIC3	CXCL12	CYP26B1	DEPTOR	DHCR7	DHRS4	DHRS3	DLC1	DYNLT3	EGR3	ELF1	ELF3	ELOVL2	ELOVL5	ENDOD1	ESRP2	FAM102A	FAM102A	FARP1	FASN	FDFT1	FHL2	FKBP4	FKBP5	FLNB	FOS	FRK	GAB2	GFRA1	GJA1	GLA	GREB1	HSPB8	IGF1R	IGFBP4	IL6ST	INHBB	INPP5F	JAK2	KCNK5	KDM4B	KLF10	KRT13	KRT18	KRT24	LAD1	LRIG1	MAPT	MAST4	MAST4	MED13L	MED24	FAM63A	MLPH	MPPED2	MREG	MYB	MYBBP1A	MYBL1	MYC	MYOF	NADSYN1	NAV2	NBL1	NCOR2	NPY1R	NRIP1	OLFM1	OLFML3	OLFML3	OPN3	OVOL3	OVOL3	P2RY2	PAPSS2	PDLIM3	PDZK1P1	PEX11A	PGR	PODXL	PODXL	PPIF	PRSS23	PTGES	RAB17	RAB31	RAPGEFL1	RARA	RASGRP1	RBBP8	RET	FAM134B	RHOBTB3	RPS6KA2	RRP12	SCARB1	SCNN1A	SEC14L2	SEMA3B	SFN	SH3BP5	SIAH2	SLC16A1	SLC19A2	SLC1A1	SLC1A4	SLC24A3	SLC26A2	NA	SLC2A1	SLC37A1	SLC39A6	SLC7A2	SLC7A5	SLC9A3R1	SNX24	STC2	LOC769841	SULT2B1	SVIL	SYBU	SYNGR1	SYT12	TBC1D30	TFAP2C	TGM2	THSD4	TIAM1	TIPARP	TJP3	TMEM164	TMEM164	TMPRSS3	NA	TPBG	TPD52L1	TSKU	TTC39A	UGCG	UNC119	WFS1	WWC1	XBP1
HALLMARK_ESTROGEN_RESPONSE_LATE	na	ABCA3	ABHD2	ACOX2	ADD3	AGR2	ALDH3A2	AMFR	AREG	ARL3	ASS1	ATP2B4	BAG1	BATF	BCL2	CA12	CA2	CACNA2D2	CALCR	CAV1	WISP2	CCNA1	CCND1	CD44	CD9	CDC20	CDC6	CDH1	CHPT1	CHST8	CISH	CKB	CLIC3	COX6C	CPE	CXCL12	CXCL14	CYP26B1	DCXR	DHCR7	DHRS4	DLG5	DNAJC1	DNAJC12	DYNLT3	EGR3	ELOVL5	EMP2	FABP5	FAM102A	FAM102A	FARP1	FDFT1	FGFR3	FKBP4	FKBP5	FLNB	FOS	FRK	GAL	GALE	TSTA3	GINS2	GLA	GPER1	HMGCS2	HOMER2	HPRT1	HSPA4L	HSPB8	ID2	IDH2	IGFBP4	IL6ST	IMPA2	JAK1	JAK2	KCNK5	KIF20A	KRT24	LAMC2	LARGE1	LLGL2	MAPK13	MAPT	MDK	MEST	MOCS2	MYB	MYOF	NAB2	NBL1	NCOR2	NMU	NMU	NPY1R	NRIP1	OLFM1	OPN3	OVOL3	OVOL3	PAPSS2	PCP4	PDCD4	PDLIM3	PDZK1P1	PERPA	PERPB	PGR	PKP3	PLK4	PLXNB3	PPIF	PRKAR2B	PRLR	PRSS23	PTGER3	PTGER3	PTGES	PTPN6	RAB31	RABEP1	RAPGEFL1	RBBP8	RET	RPS6KA2	SCARB1	SCNN1A	SCUBE2	SEMA3B	SPIA1	SFN	SGK1	SIAH2	SLC16A1	SLC1A4	SLC24A3	SLC26A2	NA	SLC29A1	SLC2A8	SLC7A5	SLC9A3R1	SNX10	SORD	ST14	ST6GALNAC2	STIL	LOC769841	SULT2B1	TFAP2C	TFPI2	TH	TIAM1	TJP3	TMPRSS3	TNNC1	NA	TOP2A	TPBG	TPD52L1	TRIM29	TSPAN13	TST	UGDH	UNC13B	WFS1	XBP1	XRCC3
HALLMARK_FATTY_ACID_METABOLISM	na	AADAT	ACAA1	ACAA2	ACADL	ACADS	ACAT2	ACO2	ACOT8	ACOX1	ACSL1	ACSL4	ACSL5	ACSM3	ACSS1A	ACSS1A	ADIPOR2	ADSL	ALDH1A1	ALDH3A2	ALDH9A1	AQP7	AUH	BCKDHB	BLVRA	BMPR1B	BPHL	CA2	CA4	CA6	CBR3	CD36	CEL	CIDEA	CPOX	CPT1A	CPT2	CRAT	CRYZ	CYP1A1	CYP1A1	CYP1A2	D2HGDH	DECR1	DHCR24	DLD	DLST	ECH1	ECHS1	ECI1	ECI2	EHHADH	ELOVL5	ENO2	EPHX1	ERP29	ETFDH	FABP1	FABP1	FABP2	FASN	FH	G0S2	GABARAPL1	GAD2	GCDH	GLUL	GPD1	GPD2	GRHPR	GSTZ1	H2AFZ	HADH	NA	HAO2	HCCS	HIBCH	HMGCL	HMGCS1	HMGCS2	HPGD	HSD17B10	HSD17B11	HSD17B13	HSD17B13	HSD17B4	HSD17B7	HSDL2	HSDL2	HSP90AA1	HSPH1	IDH1	IDH3B	IDI2	KMT5A	LDHA	LGALS1A	LGALS1A	LTC4S	MAOA	MCEE	MCEE	MDH1	MDH2	ME1	METAP1	MGLL	MIF	CCDC58	MLYCD	NBN	NCAPH2	NSDHL	NTHL1	ODC	OSTC	PCBD1	PDHA2	PDHA2	PDHB	PPARA	PRDX6	PTPRG	PTS	RAP1GDS1	RDH16	REEP6	RETSAT	S100A10	SDHA	SDHD	SERINC1	SERINC1	SMS	SUCLA2	SUCLG1	SUCLG2	TDO2	TP53INP2	UGDH	UROD	UROS	VNN2	YWHAH
HALLMARK_G2M_CHECKPOINT	na	ABL1	AMD1	ARID4A	ATRX	AURKB	BARD1	BIRC5	BRCA2	BUB1	BUB3	CASP8AP2	CBX1	CCNA2	CCNB1	CCND1	CCNF	CCNT1	CDC20	CDC25A	CDC27	CDC45	CDC6	CDC7	CDK1	CDKN1B	CDKN2C	CDKN3	CENPA	CENPE	CENPF	CHAF1A	CHEK1	CHMP1A	CKS1B	CKS2	CTCF	CUL1	CUL3	CUL4A	CUL5	DBF4	DKC1	DMD	DR1	DTYMK	E2F1	E2F3	E2F4	EFNA5	EGF	ESPL1	EWSR1	EXO1	EZH2	FANCC	FBXO5	FOXN3	G3BP1	GINS2	GSPT2	H2AFX	H2AFZ	HIF1A	HIRA	HMGA1	HMGB3	HMMR	HNRNPD	HNRNPU	HOXC10	HSPA8	HUS1	INCENP	HN1	KATNA1	KIF11	KIF15	KIF23	KIF2C	KIF4B	KIF5B	KMT5A	KPNA2	KPNB1	LBR	LIG3	LMNB1	MAD2L1	MAPK14	MARCKS	MCM2	MCM3	MCM5	MCM6	MEIS1	MEIS2	MNAT1	MTF2	MYBL2	MYC	NASP	NCL	NDC80	NEK2	NOTCH2	WHSC1	NUMA1	NUP50	NUP98	NUSAP1	ODC	ODF2	ORC5	ORC6	PAFAH1B1	PBK	PDS5B	PLK1	PLK4	POLE	POLQ	PRC1	PRIM2	PRPF4B	PTTG2	PURA	RACGAP1	RAD21	RAD23B	RAD54L	SYNGAP1	RBL1	RBM14	RPA2	RPS6KA5	SAP30	SFPQ	SLC12A2	SLC38A1	SLC7A1	SLC7A5	SMAD3	SMARCC1	SMC2	SMC4	SNRPD1	SQLE	SRSF10	SRSF2	SS18	STAG1	STIL	STMN1	SYNCRIP	TACC3	PAPD7	TFDP3	TLE3	TMPO	TOP1	TOP2A	TPX2	TRA2B	TRAIP	TTK	UBE2U	UCK2	UPF1	WRN	XPO1	YTHDC1
HALLMARK_GLYCOLYSIS	na	ABCB6	ADORA2B	AGL	AGRN	AK3	AK4	AKR1A1	ALDH7A1	ALDH9A1	ALDOB	ALG1	ANGPTL4	ANKZF1	ARPP19	ARTN	AURKB	B3GALT6	B3GAT1	B4GALT1	B4GALT2	B4GALT4	B4GALT7	BPNT1	CACNA1H	CAPN5	CASP6	CD44	CDK1	CENPA	CHPF2	CHST1	CHST12	CHST12	CHST2	NA	CITED2	CLDN3	CLN6	COG2	COL5A1	COPB2	CTH	CXCR4	CYB5A	DCN	DDIT4	DEPDC1	DEPDC1	DLD	DPYSL4	DSC1	ECD	EGFR	EGLN3	ELF3	ENO1	ENO2	ERO1A	EXT1	EXT2	FAM162A	FBP2	FKBP4	FUT8	GAL3ST1	GALE	GALK1	GALK2	GCLC	GFPT1	TSTA3	GLCE	GLRX	GMPPA	GMPPB	GNE	GNPDA1	GOT1	GOT2	GPC1	GPC3	GPC4	GPR87	GUSB	GYS2	HDLBP	HK2	HMMR	HOMER1	HS2ST1	HS6ST2	HSPA5	IDH1	IDUA	IL13RA1	KDELR3	KIF20A	KIF2A	LCT	LDHA	LHPP	LHX9	MDH1	MDH2	ME1	MED24	MERTK	MET	MIF	MPI	MXI1	NANP	NASP	NDST3	NDUFV3	NSDHL	NT5E	P4HA1	P4HA2	PAM	PAXIP1	PDK3	PFKFB1	PFKP	PGAM1	PGK2	PGLS	PGM2	PHKA2	PKLR	PKP2	PLOD1	PLOD2	PMM2	NA	PPFIA4	PPIA	PPP2CB	PRPS1L1	PYGB	PYGL	QSOX1	RARS	RPEL1	RRAGD	SAP30	SDC1	SDC2	SDC3	SLC16A3	SLC25A10	SLC25A13	SLC35A3	SLC37A4	SOD1	SOX9	SRD5A3	SRD5A3	STC1	STC2	STMN1	TALDO1	TGFA	TGFBI	TPBG	TPI1	TPST1	TXN	UGP2	VCAN	VEGFA	VLDLR	XYLT2	ZNF292
HALLMARK_HEDGEHOG_SIGNALING	na	ADGRG1	AMOT	CDK5R1	CDK6	CELSR1	CNTFR	CRMP1	DPYSL2	ETS2	GLI1	HEY1	HEY2	LDB1	MYH9	NF1	NRCAM	NRP1	NRP2	OPHN1	PLG	PTCH1	RASA1	RTN1	SCG2	SHH	SLIT1	THY1	TLE1	TLE3	UNC5C	VEGFA	VLDLR
HALLMARK_HEME_METABOLISM	na	ABCB6	ABCG2	ACP5	ACSL6	ADD1	ADD2	ADIPOR1	AGPAT4	ALDH6A1	ANK1	AQP3	ARHGEF12	ARL2BP	ASNS	ATG4A	ATP6V0A1	BACH1	BLVRA	BMP2K	BNIP3L	BPGM	BSG	BTG2	BTRC	C3	CA2	CAST	CAT	CCDC28A	CCND3	CDC27	CDR2	CIR1	CLCN3	CLIC2	CPOX	CTNS	CTSB	CTSE	DAAM1	DCAF10	DCAF10	DCUN1D1	DMTN	EIF2AK1	ELL2	ENDOD1	EPB41	EPB42	EZH1	FBXO34	FBXO7	FBXO9	FECH	FN3K	FOXJ3	FOXO3	FTCD	GAPVD1	GCLC	GCLM	GDE1	GLRX5	GMPS	GYPC	H1F0	HAGH	HBZ	HDGF	HEBP1	HMBS	HTATIP2	HTRA2	IGSF3	ISCA1	KAT2B	KEL	KEL	KLF3	LAMP2	LMO2	LPIN2	MAP2K3	MARCH2	MARCH8	MARK3	MBOAT2	MBOAT2	MFHAS1	MGST3	MINPP1	MKRN4P	MKRN4P	MOCOS	MOSPD1	MOSPD1	MPP1	MXI1	MYL4	NARF	NCOA4	NEK7	NFE2L1	NNT	NR3C1	NUDT4	OPTN	OSBP2	P4HA2	PDZK1IP1	PGLS	PICALM	PIGQ	PSMD9	RAD23A	RANBP10	RBM38	RBM10	RCL1	RHAG	RHCE	RHCE	RIOK3	RNF123	RNF19A	SDCBP	SEC14L1	SELENBP1	SIDT2	SLC11A2	SLC22A4	SLC25A37	SLC25A38	SLC2A1	SLC30A1	NA	SLC30A10	SLC4A1	PQLC1	SLC6A9	SLC7A11	SMOX	SNCA	SNCA	SPTB	SYNJ1	TAL1	TCEA1	FAM46C	TFDP2	TFRC	TMCC2	TMEM9B	TNRC6B	TNS1	TOP1	TRAK2	TSPAN17	TSPO2	TYR	UBAC1	UROD	UROS	USP15	VEZF1	XK	XPO7	YPEL5
HALLMARK_HYPOXIA	na	CXCR7	ADM	ADORA2B	AK4	ALDOB	ALDOC	AMPD3	ANGPTL4	ANKZF1	ANXA2	ATF3	ATP7A	NA	B3GALT6	BCAN	BCL2	BHLHE40	BNIP3L	BRS3	BRS3	BTG1	CA12	CASP6	CAV1	PTRF	PTRF	CYR61	CCN2	WISP2	CCNG2	CDKN1A	CDKN1B	CHST2	CHST3	CITED2	COL5A1	CP	CSRP2	CXCR4	DCN	DDIT4	DPYSL4	DTNA	DUSP1	EDN2	EGFR	ENO1	ENO2	ERO1A	ERRFI1	ETS1	EXT1	F3	FAM162A	FBP1	FOS	FOSL2	FOXO3	GAA	GALK1	GAPDH	GBE1	GCK	GCNT2	GLRX	GPC1	GPC3	GPC4	GPI	GRHPR	HDLBP	HEXA	HK1	HK2	HMOX1	HOXB9	HS3ST1	HSPA5	IDS	IGFBP1	IL6	ILVBL	INHA	JMJD6	JUN	KDELR3	KDM3A	KLF6	KLF7	KLHL24	LARGE1	LDHA	LOX	LXN	MAFF	MAP3K1	MIF	MXI1	MYH9	NCAN	NDRG1	NDST1	NDST2	NEDD4L	NFIL3	NOCT	NR3C1	P4HA1	P4HA2	PAM	PCK1	PDGFB	PDK1	PDK3	PFKFB3	PFKL	PFKP	PGF	PGK2	PGM1	PGM2	PHKG1	PIM1	PKP1	PLAC8L1	PLIN2	PNRC1	PPARGC1A	PPFIA4	PPP1R3C	PRKCA	RBPJ	RORA	RRAGD	NA	SAP30	SCARB1	SDC2	SDC3	SDC4	SELENBP1	SIAH2	SLC25A1	SLC2A1	SLC2A5	SLC2A5	SLC37A4	SLC6A6	SRPX	STC1	STC2	LOC769841	SULT2B1	TES	TGFB3	TGFBI	TGM2	TIPARP	TMEM45B	TNFAIP3	TPBG	TPD52	TPI1	TPST2	UGP2	VEGFA	VHL	VLDLR	WSB1	XPNPEP1	ZNF292
HALLMARK_IL2_STAT5_SIGNALING	na	ABCB1	ADAM19	AHCY	AHR1A	ALCAM	AMACR	ANXA4	ARL4A	BATF	BCL2	BCL2L1	BHLHE40	BMP2	BMPR2	BMPR2	CA2	CAPG	CAPN3	CASP3	CCND2	CCND3	CCNE1	CCR4	CD44	CD79B	CD81	CD83	CD86	CDC42SE2	CDC6	CDCP1	CISH	CKAP4	COCH	COL6A1	CSF1	CST7	CTLA4	CTSZ	CYFIP1	DCPS	DENND5A	DHRS3	DRC1	DRC1	EEF1AKMT1	EEF1AKMT1	EMP1	ENPP1	EOMES	ETV4	F2RL2	FAH	FAM126B	FGL2	FURIN	GABARAPL1	GALM	GLIPR2	GPR65	GPR83	GSTO2	GUCY1B3	HIPK2	HK2	HOPX	ICOS	ICOS	IFNGR1	IGF1R	IGF2R	IKZF2	IKZF2	IKZF4	IL10	IL10RA	IL18R1	IL1R2	IL1RL1	IL2RA	IL2RB	IRF4	IRF4	IRF6	IRF8	ITGA6	ITGAV	ITIH5	KLF6	LCLAT1	LCLAT1	LIF	LRIG1	LRRC8C	MAFF	MAP3K8	MAP6	MAPKAPK2	MXD1	MYC	MYO1C	MYO1E	NCOA3	NCS1	NDRG1	NFIL3	NFKBIZ	NOP2	NRP1	NT5E	ODC	P2RX4	P4HA1	PENK	PHLDA1	PHTF2	PIM1	PLAGL1	PLIN2	PLPP1	PLSCR1	POU2F1	PRKCH	PRNP	PRNP	PTCH1	PTGER2	PTH2R	PTRH2	PUS1	RGS16	RHOB	RHOB	RHOH	RNH1	RORA	RRAGD	S100A1	SERPINC1	SH3BGRL2	SHE	SLC39A8	SMPDL3A	SNX14	SNX9	SOCS1	SOCS2	SPP1	SPRED2	SPRY4	ST3GAL4	SWAP70	SYNGR2	SYT11	TGM2	TIAM1	TLR7	TNFRSF18	TNFRSF1B	TNFRSF21	TNFRSF8	TNFRSF9	TNFSF10	TNFSF11	TRAF1	TTC39B	TWSG1	UCK2	UMPS	WLS	XBP1
HALLMARK_IL6_JAK_STAT3_SIGNALING	na	A2M	ACVR1B	ACVRL1	BAK1	CBL	CD36	CD38	CD44	CD9	CNTFR	CRLF2	CSF1	CSF2RA	LOC418667	CRCBL	CSF2RB	CSF3R	DNTT	FAS	GRB2	HMOX1	IFNAR1	IFNGR1	IFNGR2	IL10RB	IL12RB1	IL13RA1	IL17RA	IL18R1	IL1R1	IL1R2	IL2RA	IL2RG	IL6	IL6ST	IRF1	ITGA4	ITGB3	JUN	LEPR	MAP3K8	MYD88	OSMR	PDGFC	PDGFC	PIK3R5	PIM1	PTPN1	PTPN11	PTPN2	SOCS1	SOCS3	STAM2	STAT1	STAT2	STAT3	TLR2	TLR2A	TNFRSF1A	TNFRSF1B	TNFRSF21	TYK2
HALLMARK_INFLAMMATORY_RESPONSE	na	ABCA1	ACVR1B	ACVR2A	ADM	ADORA2B	ADRM1	AHR1A	APLNR	AQP9	ATP2A2	ATP2B1	ATP2C1	BDKRB1	BEST1	BTG2	C3AR1	CALCRL	CCL17	CCL20	CCL20	CCR7	CD40	CD82	CDKN1A	CHST2	CMKLR1	CSF1	CSF3	CSF3R	IL8L1	CYBB	DCBLD2	EDN1	EIF2AK2	EREG	F3	GR42L6	FZD5	GCH1	GNAI3	GPC3	GPR132	GPR183	GPR183	HAS2	HBEGF	HIF1A	HRH1	ICOSLG	IFNAR1	IFNGR2	IL10	IL10RA	IL12B	IL15	IL18	IL18	IL18R1	IL18RAP	IL1R1	IL2RB	IL6	IL7R	INHBA	IRAK2	IRF1	IRF7	ITGB3	ITGB8	KCNA3	KCNJ2	KCNMB2	KIF1B	KLF6	LCK	LCP2	LIF	LPAR1	LY6E	LYN	MARCO	MEP1A	MET	MXD1	MYC	NAMPTP1	NDP	NFKB1	NFKBIA	NMI	NMUR1	NPFFR2	OPRK1	OSMR	P2RX4	P2RX7	P2RY2	PCDH7	PDE4B	PIK3R5	PROK2	PSEN1	PTAFR	PTGER2	PTGER4	PTPRE	RAF1	RASGRP1	RELA	RGS1	RGS16	RHOG	RIPK2	RNF144B	RNF144B	ROS1	SCARF1	SELENOS	SEMA4D	SGMS2	SGMS2	SLAMF1	SLC11A2	SLC1A2	SLC28A2	SLC31A1	SLC31A2	SLC4A4	SLC7A1	SLC7A2	SPHK1	SRI	STAB1	TACR1	TACR3	TAPBP	TLR2	TLR2A	TLR3	TNFAIP6	TNFAIP6	TNFRSF1B	TNFRSF9	TNFSF10	TNFSF15	TPBG	VIP
HALLMARK_INTERFERON_ALPHA_RESPONSE	na	ADAR	B2M	C1S	CASP8	CD47	CD74	CMTR1	CNP	CSF1	DHX58	EIF2AK2	ELF1	EPSTI1	GMPR2	HELZ2	HELZ2	IFI30	IFI35	IFIH1	IL15	IRF1	IRF2	IRF7	LAP3	LPAR6	LY6E	MOV10	MVB12A	MX1	NCOA7	NMI	NUB1	OGFR	PARP12	NA	NA	PARP9	PLSCR1	PNPT1	PROCR	PSMA3	RIPK2	RSAD2	RSAD2	SAMD9L	SAMD9L	SAMD9L	SLC25A28	STAT2	TAP1	TDRD7	FAM46A	TRAFD1	TRIM14	TRIM25	USP41	WARS
HALLMARK_INTERFERON_GAMMA_RESPONSE	na	ADAR	ARID5B	ARL4A	AUTS2	B2M	BANK1	BPGM	BTG1	C1R	C1S	CASP3	CASP7	CASP8	CD38	CD40	CD74	CD86	CDKN1A	CFH	CIITA	CMKLR1	CMTR1	CRCBL	CSF2RB	DHX58	EIF2AK2	EIF4E3	EPSTI1	FAS	FGL2	GCH1	GPR18	GZMA	HELZ2	HELZ2	HIF1A	DMA	IFI30	IFI35	IFIH1	IL10RA	IL15	IL2RB	IL6	IRF1	IRF2	IRF4	IRF4	IRF5	IRF7	IRF8	ISOC1	JAK2	LAP3	LATS2	LCP2	LY6E	LYSMD2	LYSMD2	MARCH1	MTHFD2	MVP	MX1	MYD88	NAMPTP1	NCOA3	NFKB1	NFKBIA	NLRC5	NMI	NOD1	NUP93	OGFR	P2RY14	PARP12	NA	NA	PDE4B	PELI3	PELI3	PFKP	PIM1	PLA2G4A	PLSCR1	PNPT1	PSMA2	PSMA3	PSMB2	PTGS2	PTPN1	PTPN2	PTPN6	RAPGEF6	RIPK1	RIPK2	RSAD2	RSAD2	SAMD9L	SAMHD1	SERPING1	SLC25A28	SOCS1	SOCS3	SOD2	SPPL2A	SRI	SSPN	ST3GAL5	ST8SIA4	STAT1	STAT2	STAT3	STAT4	TAP1	TAPBP	TDRD7	TNFAIP2	TNFAIP3	TNFAIP6	TNFAIP6	TNFSF10	TOR1B	TRAFD1	TRIM14	TRIM25	UPP1	USP41	VCAM1	WARS	XAF1	ZNFX1
HALLMARK_KRAS_SIGNALING_DN	na	ABCB11	ABCG4	ACTC1	ADRA2C	AKR1B10	ARHGDIG	ARPP21	ASB7	ASB7	BARD1	BMPR1B	BRDT	BTG2	C5	CACNG1	CALCA	CAMK1D	CAPN9	CAPN9	CCNA1	CCR8	CD40LG	CDKAL1	CHRNG	CHST2	CLDN16	CLDN8	CLPS	CLSTN3	CNTFR	COL2A1	COQ8A	CPA2	CPB1	CPEB3	CYP39A1	DLK2	EDAR	EDN1	EDN2	EFHD1	EGF	ENTPD7	ENTPD7	EPHA5	FGF16	FGF22	FGFR3	FGGY	FSHB	FSHB	GAMT	GDNF	GPRC5C	GPRC5C	GRID2	GTF3C5	HNF1A	HSD11B2	HTR1B	HTR1D	IDUA	IFNG	IFNG	IGFBP2	IL12B	ITGB1BP2	ITIH3	KCNE2	KCNMB1	KCNN1	KCNQ2	KLHDC8A	KMT2D	KRT13	KRT5	LFNG	H2AFY2	MAST3	MFSD6	MTHFR	MX1	MYO15A	MYOT	NGB	NOS1	NPY4R	NR4A2	NR6A1	NTF3	OXT	P2RX6	P2RY4	PAX3	PDCD1	PDE6B	LOC107050147	PKP1	PLAG1	PNMT	PARK2	PTGFR	PTPRJ	RGS11	RIBC1	RSAD2	RSAD2	RYR2	SELENOP1	SERPINA10	SERPINB2	SGK1	SHOX2	SIDT1	SKIL	SLC12A3	SLC16A7	SLC29A3	SLC38A3	SLC5A5	SLC6A14	SMPX	SNCB	SNN	SOX10	SSTR4	SYNPO	TCF7L1	TENM2	FAM46C	TFAP2B	TFCP2L1	TFF3	TG	TGFB2	THNSL2	THRB	TLX1	TSHB	NA	VPS50	VPS50	WNT16	YPEL1	ZBTB32	ZC2HC1C
HALLMARK_KRAS_SIGNALING_UP	na	ABCB1	ACE	ADAM17	ADAM8	ADGRA2	ADGRL4	ADGRL4	ALDH1A2	ALDH1A3	AMMECR1	ANGPTL4	ANKH	ANO1	ANXA10	APOD	ATG10	AVL9	BMP2	BPGM	BTBD3	BTC	C3AR1	CA2	CAB39L	CBL	CBR4	CBX8	CCL20	CCL20	CCND2	CCSER2	CDADC1	CFH	CIDEA	CMKLR1	CPE	CROT	CSF2RA	LOC418667	CTSS	CXCR4	DCBLD2	DNMBP	DOCK2	DUSP6	EMP1	ENG	EPB41L3	EPHB2	EREG	ERO1A	ETS1	ETV1	ETV4	ETV5	EVI5	F13A1	F2RL1	FCER1G	FGF9	FLT4	FUCA1	G0S2	GABRA3	GADD45G	GALNT3	GFPT2	GLRX	GNG11	GPNMB	GPRC5B	GUCY1A3	GYPC	HBEGF	HDAC9	HKDC1	HOXD11	HSD11B1A	HSD11B1B	ID2	IGF2	IKZF1	IL10RA	IL2RG	IL7R	INHBA	IRF8	ITGA2	ITGB2	ITGBL1	JUP	KIF5C	LAPTM5	LAT2	LCP1	LIF	LY96	MAFB	MALL	MAP3K1	MAP7	MMD	MMD	MMP10	MMP11	MMP9	MPZL2	MTMR10	MTMR10	MYCN	NGF	NIN	NR0B2	NR1H4	NR1H4	NRP1	PCP4	PDCD1LG2	PECAM1	PIGR	PLAT	PLAU	PLEK2	PRDM1	PRELID3B	PRKG2	PRRX1	PTBP2	PTCD2	PTGS2	PTPRR	RBP4A	RELN	RGS16	SATB1	SCG3	SCG5	SDCCAG8	SEMA3B	SNAP25	SNAP91	SOX9	SPARCL1	SPON1	SPP1	SPRY2	ST6GAL1	STRN	TFPI	TMEM100	TMEM158	TNFAIP3	TNFRSF1B	TNNT2	TPH1	TRAF1	TRIB1	TRIB2	TSPAN1	TSPAN13	TSPAN7	USH1C	USP12	WDR33	WNT7A	YRDC	ZNF277	ZNF639
HALLMARK_MITOTIC_SPINDLE	na	ABL1	ABR	ACTN4	AKAP13	ALS2	ALS2	ANLN	APC	ARAP3	ARAP3	ARF6	ARFGEF1	ARFIP2	ARHGAP10	ARHGAP29	ARHGAP29	ARHGAP5	ARHGDIA	ARHGEF11	ARHGEF12	ARHGEF3	ARHGEF7	ARL8A	ATG4B	AURKB	BCAR1	BCR	BIN1	BIRC5	BRCA2	BUB1	CAPZB	CCDC88A	CCNB1	CD2AP	CDC27	CDC42	CDC42BPA	CDC42EP1	CDC42EP2	CDC42EP4	CDK1	CDK5RAP2	CENPE	CENPF	CENPJ	CENPJ	CEP131	CEP192	CEP250	CEP57	CKAP5	CLASP1	CLIP1	CLIP2	CNTRL	CSNK1D	CTTN	DLG1	DLGAP5	DOCK2	DOCK4	DST	DYNC1H1	DYNLL2	ECT2	EPB41	EPB41L2	ESPL1	EZR	FARP1	FBXO5	FGD4	FGD6	FLNB	FSCN1	GEMIN4	GSN	HOOK3	HOOK3	INCENP	ITSN1	KATNA1	KATNB1	KIF11	KIF15	KIF1B	KIF23	KIF2C	KIF3B	KIF3C	KIF4B	KIF5B	KIFAP3	KLC1	KNTC1	KPTN	LATS1	LLGL1	LMNB1	LRPPRC	MAP1S	MAPRE1	MARCKS	MID1	MID1IP1	MYH10	MYH9	MYO1E	MYO9B	NCK1	NDC80	NEDD9	NEK2	NET1	NF1	NIN	NOTCH2	NUMA1	NUSAP1	OPHN1	PAFAH1B1	PALLD	PCGF5	PCGF5	PCM1	PCNT	PDLIM5	PIF1	PKD2	PLK1	PPP4R2	PPP4R2	PRC1	PREX1	PXN	RAB3GAP1	RABGAP1	RACGAP1	RALBP1	RANBP9	RAPGEF5	RAPGEF6	RASA1	RASA2	SYNGAP1	RFC1	RHOF	RHOT2	RICTOR	RICTOR	ROCK1	SASS6	SEPTIN9	SHROOM2	SMC3	SMC4	SORBS2	SOS1	SPTAN1	SPTBN1	SSH2	SSH2	STAU1	STK38L	SUN2	SYNPO	TBCD	TIAM1	TLK1	TOP2A	TPX2	TRIO	TSC1	TTK	TUBD1	TUBGCP2	TUBGCP3	TUBGCP5	TUBGCP6	VCL	WASF1	WASF2	WASL	YWHAE
HALLMARK_MTORC1_SIGNALING	na	ABCF2	ACACA	ACLY	ACSL3	ACTR2	ACTR3	ADD3	ADIPOR2	AK4	ARPC5L	ASNS	ATP2A2	ATP5G1	ATP6V1D	AURKB	BCAT1	BHLHE40	BTG2	BUB1	CACYBP	CALR	CANX	CCNF	CCNG1	CCT6A	CD9	CDC25A	CDKN1A	COPS5	CTH	CTSC	CXCR4	CYB5B	CYP51A1	DAPP1	DDIT4	DHCR24	DHCR7	DHFR	EDEM1	EEF1E1	EGLN3	EIF2S2	ELOVL5	ELOVL6	ENO1	EPRS	ERO1A	ETF1	FADS1	FADS2	FDXR	FGL2	GAPDH	GBE1	GCLC	GGA2	GLA	GLRX	GMPS	GOT1	GPI	GSK3A	GSR	GTF2H1	HK2	HMBS	HMGCR	HMGCS1	HPRT1	HSP90B1	HSPA4	HSPA5	HSPA9	HSPD1	HSPE1	IDH1	IDI2	IFI30	IFRD1	IGFBP5	IMMT	INSIG1	ITGB2	LDHA	LGMN	LTA4H	M6PR	MAP2K3	MCM2	MCM4	ME1	MLLT11	MTHFD2	MTHFD2L	NAMPTP1	NFIL3	NFKBIB	NFYC	FAM129A	NMT1	NUFIP1	NUP205	P4HA1	PDAP1	PDK1	PFKL	PGK2	PGM1	PHGDH	PITPNB	PLK1	PLOD2	PNO1	POLR3G	PPA1	PPIA	PRDX1	PSAT1	PSMA3	PSMA4	PSMA4	PSMB5	PSMC2	PSMC6	PSMD12	PSMD13	PSMD14	PSME3	PSMG1	PSPH	QDPR	RAB1B	RIT1	RPA1	RPN1	RRM2	RRP9	SC5D	SCD	SDF2L1	SEC11A	SERP1	SERPINH1	SKAP2	SLA	SLC1A4	SLC2A1	SLC37A4	SLC6A6	SLC7A11	SLC7A5	SLC9A3R1	SORD	SQLE	SQSTM1	SRD5A1	SSR1	STARD4	STC1	STIP1	TBK1	TCEA1	TES	TFRC	TMEM97	TPI1	TUBG1	TXNRD1	UBE2D3	UCHL5	UFM1	UNG	USO1	VLDLR	WARS	XBP1	YKT6
HALLMARK_MYC_TARGETS_V1	na	ABCE1	ACP1	AIMP2	AP3S1	BUB3	C1QBP	CAD	CANX	CBX3	CCNA2	CCT2	CCT3	CCT4	CCT5	CCT7	CDC20	CDC45	CDK2	CLNS1A	CNBP	COPS5	COX5A	CSTF2	CTPS1	CUL1	DDX18	DDX21	DEK	DHX15	DUT	EEF1B2	EIF1AX	EIF2S1	EIF2S2	EIF3B	EIF3D	EIF3J	EIF4E	EIF4G2	EIF4H	EPRS	ERH	ETF1	EXOSC7	FAM120C	G3BP1	GLO1	GNL3	GOT2	GSPT2	H2AFZ	HDAC2	HDDC2	HDGF	HNRNPA1	HNRNPA2B1	HNRNPD	HNRNPR	HNRNPU	HPRT1	HSP90AB1	HSPD1	HSPE1	IARS	IFRD1	ILF2	IMPDH2	KARS	KPNA2	KPNB1	LDHA	LSM7	MAD2L1	MCM2	MCM4	MCM5	MCM6	MYC	NAP1L1	NCBP1	NCBP2	NDUFAB1	NHP2	NOP16	NOP56	NPM1	ODC	ORC2	PA2G4	PABPC1	PABPC4	PCNA	PGK2	PHB	PHB2	POLD2	POLE3	PPIA	PPM1G	PRDX3	PRDX4	PRPS2	PSMA1	PSMA2	PSMA4	PSMA4	PSMA6	PSMA7	PSMB2	PSMB3	PSMC6	PSMD1	PSMD14	PSMD3	PSMD7	PTGES3	PWP1	RACK1	RAD23B	RAN	RANBP1	RFC4	RNPS1	RPL14	RPL22	RPL34	RPL6	RPLP0	RPS10	RPS2	RPS2	RPS3	RPS6	RRM1	RRP9	RSL1D1	SERBP1	SERBP1	SET	SF3A1	SF3B3	SLC25A3	SMARCC1	SNRPA1	SNRPB2	SNRPD1	SNRPD2	SNRPD3	SNRPGP15	SRM	SRPK1	SRSF2	SRSF3	SRSF7	SSB	SSBP1	SYNCRIP	TARDBP	TCP1	TFDP3	TOMM70	TOMM70	TRA2B	TRIM28	TXNL4A	TYMS	U2AF1	UBA2	UBE2E1	UBE2L3	USP1	NA	VDAC1	VDAC3	XPO1	XPOT	XRCC6	YWHAE	YWHAQ
HALLMARK_MYC_TARGETS_V2	na	AIMP2	BYSL	CBX3	DDX18	EXOSC5	FARSA	GNL3	HK2	HSPD1	HSPE1	IMP4	LAS1L	MAP3K6	MCM4	MCM5	MPHOSPH10	MRTO4	MYBBP1A	MYC	NDUFAF4	NIP7	NOC4L	NOP16	NOP2	NOP56	NPM1	PA2G4	PES1	PHB	PLK1	PLK4	PPRC1	PPRC1	PRMT3	PUS1	RABEPK	RCL1	RRP12	RRP9	SLC19A1	SORD	SRM	SUPV3L1	TBRG4	TCOF1	TFB2M	TMEM97	UNG	UTP20	WDR43
HALLMARK_MYOGENESIS	na	ABLIM1	ACSL1	ACTC1	ACTN2	ADAM12	ADCY9	AEBP1	AGL	AGRN	AK1	ANKRD2	APLNR	APOD	APP	BAG1	BDKRB2	BHLHE40	BIN1	CACNA1H	CACNG1	CAMK2B	CASQ2	CAV3	CD36	CDH13	CDKN1A	CFD	CHRNA1	CHRNG	CKB	CKMT2	CLU	CNN3	COL1A1	COL3A1	COL4A2	COL6A2	COL6A3	CRAT	CRYAB	CSRP3	DAPK2	DENND2B	DENND2B	DES	DMD	DTNA	EIF4A2	EPHB3	ERBB3	FABP3	FDPS	FGF2	FHL1	FKBP1B	FLII	FOXO4	FST	GAA	GABARAPL2	GJA5	GNAO1	GPX3	GSN	HBEGF	HSPB2	HSPB8	IFRD1	IGF1	IGFBP7	ITGA7	ITGB1	ITGB4	ITGB5	KCNH1	KCNH2	KIFC2	KLF5	LAMA2	LARGE1	LPIN1	LSP1P1	MAPK12	MAPRE3	MB	MEF2A	MEF2C	MEF2D	MRAS	MYBPC3	MYBPHL	MYF6	MYH11	MYH1C	MYH9	MYL1	MYL1	MYL2	MYL3	MYL4	MYLK	MYLPF	MYO1C	MYOG	MYOM1	MYOM2	MYOZ1	NAV2	NCAM1	NOS1	NOTCH1	NQO1	PDLIM7	PFKM	PICK1	PKIA	PLXNB2	PPFIA4	PPP1R3C	PRNP	PRNP	PSEN2	PTP4A3	PVALB	PVALB	RB1	RIT1	SCD	SGCA	SGCD	SGCG	SH3BGR	SIRT2	SMTN	SOD3	SORBS1	SPARC	SPDEF	SPEG	SPHK1	SPTAN1	SSPN	STC2	SVIL	SYNGR2	TAGLN	TEAD4	TNNC1	TNNC2	TNNI1	TNNI2	TNNT2	TNNT3	TPD52L1	TPM2	TPM3	TSC2	VIPR1	WWTR1
HALLMARK_NOTCH_SIGNALING	na	CCND1	CUL1	DLL1	DTX1	DTX2	DTX2	DTX4	FBXW11	FZD1	FZD5	FZD7	HEYL	JAG1	KAT2A	LFNG	NOTCH1	NOTCH2	PPARD	PRKCA	PSEN2	RBX1	SAP30	SKP1	ST3GAL6	TCF7L2	WNT2	WNT5A
HALLMARK_OXIDATIVE_PHOSPHORYLATION	na	ABCB7	ACAA1	ACAA2	ACADSB	ACAT1	ACO2	AFG3L2	AIFM1	ALAS1	ALDH6A1	ATP1B1	ATP5F1AZ	ATP5B	ATP5C1	ATP5D	ATP5G1	ATP5G3	ATP5I	ATP5J2	ATP5L	ATP5PB	ATP5H	ATP5J	ATP5O	ATP6V0B	ATP6V0C	ATP6V0E1	ATP6V1C1	ATP6V1D	ATP6V1E1	ATP6V1G1	ATP6V1H	BCKDHA	BDH2	CASP7	COX10	COX11	COX15	COX17	COX4I1	COX5A	COX6A1	COX6C	COX7A2	COX7A2L	COX7B	COX7C	CPT1A	CS	CYB5A	CYCS	DECR1	DLAT	DLD	DLST	ECH1	ECHS1	ECI1	ETFA	ETFDH	FDX1	FH	FXN	GLUD2	GOT2	GPI	GRPEL1	HADHA	NA	HCCS	HSD17B10	HSPA9	HTRA2	IDH1	IDH2	IDH3A	IDH3B	IMMT	ISCA1	ISCU	LDHA	LDHB	LRPPRC	MAOB	MDH1	MDH2	MFN2	MGST3	MPC1L	MRPL15	MRPL35	MRPS11	MRPS11	MRPS12	MRPS15	MRPS22	MRPS30	MTRF1	MTRR	MTX2	NDUFA1	NDUFA2	NDUFA4	NDUFA5	NDUFA6	NDUFA7	NDUFA8	NDUFA9	NDUFAB1	NDUFB2	NDUFB3	NDUFB4	NDUFB5	NDUFB6	NDUFB8	NDUFC2	NDUFS1	NDUFS2	NDUFS3	NDUFS4	NDUFS6	NDUFS7	NDUFS7	NDUFS8	NDUFV1	NDUFV2	NNT	NQO2	OAT	OGDH	OPA1	PDHA2	PDHA2	PDHB	PDHX	PDK4	PDP1	PHB2	PHYH	PMPCA	POLR2F	POR	PRDX3	RETSAT	RHOT1	RHOT2	SDHA	SDHB	SDHD	SLC25A12	SLC25A20	SLC25A3	SLC25A4	SLC25A5	SLC25A6	SLC25A6	SUCLA2	SUCLG1	SUPV3L1	SURF1	TCIRG1	TIMM10	TIMM13	TIMM17B	TIMM9	NA	TOMM70	TOMM70	UQCR10	UQCR11	UQCR11	UQCRB	UQCRC1	UQCRC2	UQCRFS1	UQCRHL	UQCRQ	VDAC1	VDAC2	VDAC3
HALLMARK_P53_PATHWAY	na	ABAT	ABCC5	ACVR1B	ADA	AEN	AK1	ANKRA2	ANKRA2	APAF1	APP	ATF3	BAIAP2	BAK1	BLCAP	BMP2	BTG1	BTG2	CCND2	CCND3	CCNG1	CCNK	CCP110	CD81	CD82	CDH13	CDK5R1	CDKN1A	CDKN2AIP	CDKN2B	CEBPA	CGRRF1	COQ8A	CSRNP2	CTSD	CYFIP2	DCXR	DDB2	DDIT4	DEF6	DGKA	DNTTIP2	DRAM1	EI24	IKBKAP	EPHA2	EPHX1	EPS8L2	ERCC5	F2R	FAM162A	FAS	FBXW7	FDXR	FGF13	FOS	FOXO3	FUCA1	GADD45A	GM2A	GPX2	HBEGF	HDAC3	HEXIM1	HINT2	HMOX1	HRAS	HSPA4L	IER5	IFI30	INHBB	IP6K2	IRAG2	IRAG2	ISCU	ITGB4	JAG2	JUN	KIF13B	LDHB	LIF	MAPKAPK3	MDM2	MKNK2	MXD1	MXD4	MXD4	NDRG1	NHLH2	NINJ1	NOL8	NOTCH1	NUDT15	OSGIN1	NA	PCNA	PDGFA	PERPA	PERPB	NA	LRRC27	PITPNC1L	NA	PLK2	PLK3	PLXNB2	PMM1	POLH	POM121C	PPM1D	PRKAB1	PROCR	PTPN14	PTPRE	RAB40C	RACK1	RAD51C	RAD9A	RGL4	RAP2B	RB1	RCHY1	RETSAT	RGS16	RHBDF2	RNF19B	RPL36	RPS12	RPS27L	RRAD	RXRA	S100A10	NA	SAT1	SDC1	SEC61A1	SERPINB5	SESN1	SFN	SLC19A2	SLC35D1	SLC7A11	SOCS1	SP1	SPHK1	ST14	STEAP3	STOM	TAP1	TAX1BP3	TCN2	TGFA	TM7SF3	TNNI1	NA	TP53	TP63	TPD52L1	TPRKB	TRAF4	TRAFD1	TRIAP1	TSC22D1	UPP1	VDR	WRAP73	WWP1	XPC	ZBTB32	ZFP36L1	ZMAT3	ZNF365
HALLMARK_PANCREAS_BETA_CELLS	na	ABCC8	AKT3	CHGA	DCX	DPP4	ELP4	FOXA2	FOXO1	G6PC2	GCG	GCK	HNF1A	IAPP	INS	INS	ISL1	LMO2	MAFB	NEUROD1	NKX2-2	PAK3	PAX6	PCSK1	PCSK2	PDX1	SCGN	SEC11A	SLC2A2	SPCS1	SRP14	SRP9	SRPRB	SST1	STXBP1	SYT13	SYT13	VDR
HALLMARK_PEROXISOME	na	ABCB1	ABCB1	ABCB9	ABCC5	ABCC8	ABCD2	ABCD3	ACAA1	ACOT8	ACOX1	ACSL1	ACSL4	ACSL5	ALB	ALDH1A1	ALDH9A1	ATXN1	BCL10	CACNA1B	CADM1	CAT	CDK7	CEL	CLN6	CLN8	CNBP	CRABP1	CRAT	CTBP1	CTPS1	DHCR24	DHRS3	DIO1	ECH1	ECI2	EHHADH	ELOVL5	EPHX2	ERCC3	ESR2	FABP6	FADS1	FDPS	GNPAT	GSTK1	HAO2	HMGCL	HRAS	HSD11B2	HSD17B11	HSD17B13	HSD17B13	HSD17B4	IDE	IDH1	IDH2	IDI2	ISOC1	ITGB1BP1	LONP2	MLYCD	MSH2	MVP	NUDT19	PABPC1	PEX11A	PEX13	PEX14	PEX2	PEX5	PEX6	PRDX1	RETSAT	RXRG	SCP2	SEMA3C	SIAH1	SLC23A2	SLC25A17	SLC25A19	SLC25A4	SLC35B2	SLC35B2	SMARCC1	SOD1	SOD2	STS	LOC769841	SULT2B1	TOP2A	TSPO	TTR	VPS4B	YWHAH
HALLMARK_PI3K_AKT_MTOR_SIGNALING	na	ACACA	ACTR2	ACTR3	ADCY2	AKT1	AP2M1	ARF1	ARHGDIA	ARPC3	ATF1	CAB39	CAB39L	CALR	CAMK4	CDK1	CDK2	CDKN1A	CDKN1B	CLTC	CXCR4	DAPP1	DUSP3	E2F1	EGFR	EIF4E	FASLG	FASLG	FGF22	FGF6	GNA14	GRB2	GRK2	GSK3A	HRAS	HSP90B1	IL2RG	IL4	IRAK4	ITPR2	LCK	MAP2K3	MAP2K6	MAP3K7	MAPK3	MAPK10	MAPK8	MAPK9	MAPKAP1	MAPKAP1	MKNK1	MKNK2	MYD88	NFKBIB	NGF	NOD1	PAK4	PDK1	PIKFYVE	PIN1	PITX2	PLA2G12A	PLCB1	PLCG1	PPP1CA	PRKAA2	PRKAG1	PRKAR2A	PRKCB	PTEN	PTPN11	RAC1	RAF1	RALB	RIPK1	RIT1	RPS6KA1	RPS6KA3	RPTOR	SFN	SLA	SLC2A1	SMAD2	SQSTM1	STAT2	TBK1	TIAM1	TNFRSF1A	TRAF2	TSC2	UBE2D3	UBE2N	VAV3	YWHAB
HALLMARK_PROTEIN_SECRETION	na	ABCA1	ADAM10	ANP32E	AP1G1	AP2B1	AP2M1	AP2S1	AP3B1	AP3S1	ARCN1	ARF1	ARFGAP3	ARFGEF1	ARFGEF2	ARFIP1	ATP1A1	ATP6V1H	ATP7A	NA	BET1	BET1	BNIP3	CAV2	CLCN3	CLN5	CLN5	CLTA	CLTC	COG2	COPB1	COPB2	COPE	CTSC	DNM1L	DOPEY2	DST	EGFR	ERGIC3	GALC	GBF1	GLA	GNAS	GOLGA4	GOSR2	ICA1	IGF2R	KIF1B	KRT18	LAMP2	LMAN1L	M6PR	MAPK3	MON2	NAPA	NAPG	OCRL	PAM	PPT1	RAB14	RAB22A	RAB22A	RAB2A	RAB5A	RAB9A	RER1	RPS6KA3	SCAMP1	SCAMP3	SCRN1	SEC22B	SEC24D	SEC31A	SGMS1	SH3GL2	SNAP23	SNX2	SOD1	SSPN	STAM	STX12	STX16	STX7	TMED10	TMED2	TOM1L1	TPD52	TSG101	TSPAN8	USO1	VAMP3	VAMP4	VAMP7	VPS45	VPS4B	YIPF6	YKT6	ZW10
HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	na	ABCC1	ATOX1	CAT	FES	GCLC	GCLM	GLRX	GLRX2	GPX3	GSR	HHEX	HMOX2	IPCEF1	IPCEF1	LAMTOR5	LSP1P1	MBP	MGST1	MSRA	NDUFA6	NDUFB4	NDUFS2	NQO1	OXSR1	PDLIM1	PFKP	PRDX1	PRDX4	PRDX6	PRNP	PRNP	PTPA	SBNO2	SCAF4	SELENOS	SOD1	SOD2	STK25	TXN	TXNRD1	TXNRD2
HALLMARK_SPERMATOGENESIS	na	ACE	ADCYAP1	ADCYAP1	AGFG1	ARL4A	AURKB	BRAF	BUB1	CAMK4	CCNA1	CCNB1	CDK1	CDKN3	CFTR	CHFR	CHRM4	CLGN	CLVS1	COIL	CRISP2	CSNK2A2	DBF4	DDX25	DDX4	DMC1	NA	EZH2	GAD1	GFI1	GMCL1	GPR182	GRM8	GSG1	HBZ	HOXB1	HSPA2	HSPA4L	HTR5A	IDE	IFT88	IL12RB2	IL13RA2	IP6K1	JAM3	KIF2C	LPIN1	MAP7	MAST2	MEP1B	MLF1	MLLT10	MTNR1A	MTOR	NCAPH	NEFH	NEK2	NF2	NOS1	NPHP1	NPY5R	PACRG	PEBP1	PGS1	PIAS2	POMC	PRKAR2A	PSMG1	RAD17	RFC4	SCG3	SCG5	SHE	SIRT1	SLC12A2	SLC2A5	SLC2A5	SNAP91	SPATA6	STAM2	STRBP	SYCP1	TALDO1	TCP11	TEKT2	TLE4	TOPBP1	TSN	TTK	VDAC3	ZC2HC1C	ZC3H14	ZPBP1
HALLMARK_TGF_BETA_SIGNALING	na	ATVR1	APC	ARID4B	BCAR3	BMP2	BMPR1A	BMPR2	BMPR2	CDH1	CDK9	CTNNB1	ENG	FKBP1A	FNTA	FURIN	HDAC1	HIPK2	ID1	ID2	ID3	IFNGR2	KLF10	LTBP2	MAP3K7	NCOR2	NOG	PMEPA1	PPM1A	PPP1CA	RAB31	RHOA	SKI	SKIL	SLC20A1	SMAD1	SMAD3	SMAD6	SMAD7	SMURF1	SMURF1	SMURF2	SPTBN1	TGFBR1	TGIF1	THBS1	TJP1	TRIM33	UBE2D3	WWTR1	BIRC8
HALLMARK_TNFA_SIGNALING_VIA_NFKB	na	ABCA1	CXCR7	AREG	ATF3	ATP2B1	B4GALT1	B4GALT5	BCL2A1	BCL6	BHLHE40	BIRC2	BMP2	BTG1	BTG2	CCL20	CCL20	CYR61	CCND1	CCNL1	CCNL1	CD44	CD83	CDKN1A	CEBPB	CEBPD	CFLAR	CSF1	DENND5A	DNAJB4	DRAM1	DUSP1	DUSP4	DUSP5	EDN1	EGR1	EGR1	EGR3	EIF1	ETS2	F2RL1	F3	FJX1	FOS	FOSL2	FUT4	G0S2	GADD45A	GCH1	GEM	GFPT2	GPR183	GPR183	HBEGF	ICOSLG	ID2	IER5	IFIH1	IFNGR2	IL12B	IL18	IL18	IL6	IL6ST	IL7R	INHBA	IRF1	JAG1	JUN	KLF10	KLF2	KLF6	KLF9	KYNU	LAMB3	LIF	LITAF	MAFF	MAP2K3	MAP3K8	MARCKS	MCL1	MSC	MXD1	MYC	NAMPTP1	NFAT5	NFE2L2	NFIL3	NFKB1	NFKB2	NFKBIA	NFKBIE	NINJ1	NR4A1	NR4A2	NR4A3	PANX1	PDE4B	PDLIM5	PFKFB3	PHLDA1	PHLDA2	PLAU	PLEK	PLK2	PLPP3	PLPP3	PMEPA1	PNRC1	PTGER4	PTGS2	PTPRE	PTX3	RCAN1	RCAN1	REL	RELA	RHOB	RHOB	RIPK2	RNF19B	SAT1	SDC4	SERPINB2	SGK1	SLC16A6	SLC2A6	SMAD3	SNN	SOCS3	SOD2	SPHK1	SPSB1	SPSB1	SQSTM1	STAT5A	TANK	TANK	TAP1	TGIF1	TIPARP	TLR2	TLR2A	TNC	TNFAIP2	TNFAIP3	TNFAIP6	TNFAIP6	TNFAIP8	TNFRSF9	TNIP1	TNIP2	TRAF1	TRIB1	TSC22D1	TUBB2B	VEGFA	YRDC	ZC3H12A
HALLMARK_UNFOLDED_PROTEIN_RESPONSE	na	ALDH18A1	ARFGAP1	ASNS	ATF3	ATF4	ATF6B	ATP6V0D1	BAG3	CALR	CEBPB	CEBPG	CHAC1	CKS1B	CNOT2	CNOT4	CNOT6	DCP1A	DCP2	DCP2	DCTN1	DCTN1	DDIT4	DDX10	DKC1	DNAJA4	DNAJB9	DNAJC3	EDC4	EDEM1	EEF2	EIF2AK3	EIF2S1	EIF4A2	EIF4A3	EIF4E	EIF4EBP1	EIF4G1	ERN1	ERO1A	EXOC2	EXOSC1	EXOSC10	EXOSC2	EXOSC5	EXOSC9	FKBP14	GEMIN4	GOSR2	H2AFX	HERPUD1	HSP90B1	HSPA5	HSPA9	HYOU1	IARS	IGFBP1	KDELR3	KIF5B	LSM1	LSM4	MTHFD2	SKIV2L2	NABP1	NFYA	NFYB	NHP2	NOP14	NOP56	NPM1	PAIP1	PARN	PDIA5	PDIA6	POP4	PREB	PSAT1	RPS14	RRP9	SDAD1	SEC11A	SEC31A	SERP1	SHC1	SLC1A4	SLC30A5	SLC7A5	SPCS1	SPCS3	SRPRA	SRPRB	SSR1	STC2	TARS	TTC37	TUBB2B	VEGFA	WFS1	WIPI1	XBP1	XPOT	YWHAZ	ZBTB17
HALLMARK_UV_RESPONSE_DN	na	ABCC1	ACVR2A	ADD3	ADGRL2	ADORA2B	AGGF1	AKT3	AMPH	ANXA2	ANXA4	APBB2	ARHGEF9	ATP2B1	ATP2B4	ATP2C1	ATRN	ATRX	ATXN1	BCKDHB	BDNF	BDNF	BHLHE40	BMPR1A	CAP2	CAV1	CYR61	CDC42BPA	CDK13	CDKN1B	CDON	CELF2	CITED2	COL11A1	COL1A1	COL1A2	COL3A1	COL5A2	DAB2	DDAH1	DLC1	DLG1	ATP5S	DUSP1	DYRK1A	EFEMP1	ERBB2	F3	FBLN5	FHL2	FYN	FZD2	GCNT1	GJA1	GRK5	HAS2	ICA1	ID1	IGF1R	IGFBP5	INPP4B	INSIG1	LOC107051846	ITGB3	KALRN	KCNMA1	KIT	LAMC1	LPAR1	LTBP1	MAGI2	MAP1B	MAP2K5	MAPK14	MET	MGLL	MGMT	MIOS	MMP16	MRPS31	MTA1	MYC	NEK7	NFIB	NFKB1	LOC427439	NOTCH2	NR1D2	NR3C1	NRP1	PDGFRB	PDLIM5	PEX14	PHF3	PIAS3	PIK3CD	PLCB4	PLPP3	PLPP3	PMP22	PPARG	PPARG	PRDM2	PRKAR2B	PRKCA	PRKCE	PTEN	PTGFR	PTPN21	PTPRM	RASA2	RBPMS	RGS4	RND3	RUNX1	RXRA	SCAF8	SCN8A	SDC2	SFMBT1	SIPA1L1	SLC22A18	SLC7A1	SMAD3	SMAD7	SNAI2	SPOP	SRI	SYNJ2	PAPD7	TFPI	TGFBR2	TGFBR3	TJP1	VAV2	VLDLR	WDR37	YTHDC1	ZMIZ1	ZMIZ1
HALLMARK_UV_RESPONSE_UP	na	ABCB1	ACAA1	AGO2	ALAS1	AMD1	AP2S1	AQP3	ASNS	ATF3	ATP6V1C1	BAK1	BID	BMP2	BSG	BTG1	BTG2	CA2	CASP3	CCK	CCND3	CCNE1	CDC34	CDC5L	CDK2	CDKN2B	CDO1	CEBPG	CHKA	CHRNA5	CLCN2	CLTB	CNP	COL2A1	CREG1	CTSV	CYB5B	CYP1A1	CYP1A1	CYP1A2	DDX21	DNAJA1	E2F5	EIF2S3	EIF5	ENO2	EPCAM	EPHX1	FEN1	FGF18	FKBP4	FOS	FURIN	GAL	GCH1	GGH	GLS2	GPX3	GRPEL1	H2AFX	HMOX1	HNRNPU	HSPA13	HSPA2	HTR7	HYAL2	IGFBP2	IL6	IL6ST	IRF1	KCNH2	KLHDC3	LHX2	LYN	MAOA	MSX1	LNAT	PNAT10	PNAT10	PNAT3	PNAT3	NFKBIA	NKX2-5	NPTX2	NR4A1	NTRK3	NUP58	NUP58	NXF1	OLFM1	ONECUT1	PDAP1	PDLIM3	PLCL1	POLE3	POLG2	POLR2H	PPAT	PPIF	PPP1R2	PPT1	PRKCD	PRPF3	PSMC3	PTPRD	RAB27A	RASGRP1	RET	RFC4	RHOB	RHOB	RPN1	RRAD	SELENOW	SHOX2	SIGMAR1	SLC25A4	SLC6A12	SLC6A12	SOD2	SPR	SQSTM1	STARD3	STIP1	STK25	TACR3	TAP1	TARS	TFRC	TGFBRAP1	TMBIM6	TST	AXL	UROD	YKT6
HALLMARK_WNT_BETA_CATENIN_SIGNALING	na	ADAM17	AXIN1	AXIN2	CCND2	CSNK1E	CTNNB1	CUL1	DLL1	FZD1	FZD8	GNAI1	HDAC11	HDAC2	HEY1	HEY2	JAG1	JAG2	KAT2A	LEF1	MAML1	MYC	NCOR2	NCSTN	NKD1	NOTCH1	NUMB	PPARD	PSEN2	PTCH1	RBPJ	SKP2	TCF7	TCF7	TP53	WNT1	WNT5B	WNT6
HALLMARK_XENOBIOTIC_METABOLISM	na	ABCC2	ABCC3	ABCD2	ABHD6	ABHD6	ACO2	ACOX1	ACOX2	ACOX3	ACP1	ACP2	AHCY	ALAS1	ALDH2	ALDH9A1	ANGPTL3	AOX1	AP4B1	AQP9	ARG2	ARPP19	CRYD1	CRYD1	ATP2A2	BCAR1	BCAT1	BPHL	CA2	CASP6	CAT	CBR3	CD36	CDA	CDO1	CNDP2	COMT	CROT	CRPL1	CSAD	CYB5A	CYFIP2	CYP17A1	CYP1A1	CYP1A1	CYP1A2	CYP26A1	CYP27A1	DCXR	DDC	DDTL	DHRS7	DHRS7	ECH1	ELOVL5	ENPEP	ENTPD5	EPHA2	EPHX1	ESR1	ETFDH	ETS2	F10	KLKB1	KLKB1	FABP1	FABP1	FAH	FAS	FBLN1	FBP1	FETUB	FMO3	G6PC	GABARAPL1	GAD1	GART	GCH1	GCLC	GCNT2	GNMT	GSR	GSS	GSTM2	GSTO2	HACL1	F12	HMOX1	HNF4A	HPRT1	HSD11B1A	HSD11B1B	HSD17B2	ID2	IDH1	IGF1	IGFBP1	IGFBP4	IL1R1	IRF8	JUP	KARS	KYNU	LCAT	LEAP2	LONP1	LPIN2	MAN1A1	MAOA	MARCH6	MBL2	MCCC2	MCCC2	MPP2	MTHFD1	NFS1	NINJ1	NMT1	NPC1	NQO1	PAPSS2	PDK4	PDLIM5	PEMT	PGD	PGRMC1	PINK1	PLG	PMM1	POR	PPARD	PROS1	PTGES	PTGES3	PTGR1	PTS	PYCR1	RBP4A	RETSAT	SAR1B	SLC12A4	SLC35B1	SLC35D1	SLC46A3	SLC6A12	SLC6A12	SLC6A6	SMOX	SSR3	TAT	TDO2	TGFB2	TKFC	TMBIM6	TMEM97	TNFRSF1A	TPST1	TTPA	TYR	UGDH	UPB1	UPP1	VNN2	VTN	XDH