HALLMARK_ADIPOGENESIS	na	ABCA1	ABCB8	ACAA2	ACADL	ACADM	ACADS	ACLY	ACO2	NA	ADIPOQ	ADIPOR2	AGPAT3	AIFM1	AK2	ALDH2	ALDOA	ANGPT1	ANGPTL4	APLP2	APOE	ARL4A	ATL2	ATP1B3	NA	BCKDHA	BCL2L13	C3	CAT	CAVIN1	CAVIN2	CCNG2	CD151	CD36	CDKN2C	CHUK	CIDEA	CMBL	CMPK1	NA	COL4A1	COQ3	COQ5	COQ9	LOC100026117	LOC100012618	CPT2	CRAT	LOC100017630	LOC100023582	DBT	DECR1	DGAT1	DHRS7	DHRS7B	DLAT	DLD	DNAJB9	DNAJC15	DRAM2	NA	ECH1	ECHS1	ELMOD3	ELOVL6	ENPP2	EPHX2	ETFB	LOC100026824	FAH	FZD4	G3BP2	GADD45A	GBE1	GHITM	GPAM	GPAT4	GPD2	GPHN	GPX4	GRPEL1	HADH	HIBCH	IDH1	IDH3A	IDH3G	IFNGR1	IMMT	ITIH5	ITSN1	JAGN1	LAMA4	LEP	LIFR	LPCAT3	LPL	LTC4S	MAP4K3	MCCC1	MDH2	ME1	MGLL	MGST3	MIGA2	MRAP	MRPL15	LOC100024619	MTCH2	MYLK	NABP1	NDUFA5	NDUFAB1	NDUFB7	NA	NKIRAS1	NMT1	ORM1	PDCD4	PEMT	PEX14	PFKFB3	PFKL	PHLDB1	PHYH	PIM3	PLIN2	LOC100619047	PPARG	PPM1B	PPP1R15B	PRDX3	PREB	PTCD3	LOC103105351	QDPR	RAB34	REEP5	NA	RETSAT	RIOK3	RMDN3	RNF11	RREB1	RTN3	SAMM50	SCARB1	SCP2	SDHB	SDHC	SLC19A1	SLC1A5	SLC25A1	LOC100030196	SLC27A1	SLC5A6	NA	SNCG	SOD1	SORBS1	SQOR	NA	LOC100012174	STOM	SUCLG1	TALDO1	TANK	TKT	TST	UBQLN1	UCK1	UCP2	UQCR11	LOC100020379	LOC100015788	YWHAG
HALLMARK_ALLOGRAFT_REJECTION	na	AARS1	ABCE1	ABI1	ACHE	ACVR2A	AKT1	APBB1	B2M	BCAT1	BCL10	BCL3	BRCA1	CAPG	CARTPT	LOC100022317	LOC103093665	LOC103093843	LOC100022317	LOC103093665	LOC103093843	CCL19	LOC100022317	LOC103093665	LOC103093843	LOC100017283	CCL5	LOC100022317	CCND2	CCND3	LOC100029967	LOC100023438	NA	CD247	CD28	NA	CD3E	CD3G	CD4	NA	CD40LG	CD47	CD7	CD74	CD80	NA	NA	CD8B	CD96	CDKN2A	CFP	CRTAM	NA	CSK	CTSS	CXCL13	CXCL9	DARS1	DEGS1	DYRK3	EGFR	EIF3A	EIF3D	EIF3J	NA	EIF4G3	EIF5A	LOC100030465	ELF4	EREG	ETS1	F2	F2R	NA	FLNA	FYB1	GALNT1	LOC100027633	GLMN	GPR65	GZMA	LOC100015759	NA	HDAC9	HIF1A	MODO-UE	MODO-UK	LOC100026891	LOC100026858	LOC100026007	LOC100025990	MODO-UE	MODO-UK	LOC103094024	LOC100027399	IFNAR2	IFNGR1	IFNGR2	IGSF6	IKBKB	IL10	IL12A	IL12B	IL15	IL16	LOC103101367	IL18RAP	IL1B	IL2RB	NA	IL4R	IL6	IL7	IL9	INHBA	INHBB	IRF4	NA	ITGAL	ITGB2	ITK	JAK2	LCK	NA	LIF	LTB	LOC100021972	LY86	LYN	MAP3K7	MAP4K1	LOC100016460	MMP9	MRPL3	MTIF2	NCF4	NCK1	NME1	NOS2	NA	PRF1	PRKCB	PSMB10	PTPN6	PTPRC	LOC100026083	RIPK2	RPL39	RPL3L	RPL9	RPS19	RPS3A	NA	SOCS5	SPI1	ST8SIA4	STAB1	STAT1	STAT4	TAP1	LOC100026571	TAPBP	TGFB1	TGFB2	THY1	NA	TLR6	TLR2	TLR3	TLR6	TNF	TPD52	TRAF2	LOC100619678	UBE2D1	UBE2N	WARS1	WAS	LOC100025187
HALLMARK_ANDROGEN_RESPONSE	na	ABCC4	ABHD2	ACSL3	ACTN1	ADAMTS1	ADRM1	AKAP12	AKT1	ALDH1A3	ANKH	APPBP2	ARID5B	AZGP1	B2M	B4GALT1	BMPR1B	NA	CCND3	CDC14B	CDK6	CENPN	DBI	DNAJB9	ELK4	ELL2	ELOVL5	NA	FKBP5	GNAI3	GSR	GUCY1A1	HERC3	HERC3	HMGCR	HMGCS1	HOMER2	HPGD	LOC100021638	INPP4B	INSIG1	NA	ITGAV	LIFR	LMAN1	MAF	MAK	MAP7	MERTK	NCOA4	NDRG1	NGLY1	NKX3-1	PA2G4	PDLIM5	PGM3	PIAS1	PLPP1	PMEPA1	PTK2B	PTPN21	RAB4A	RPS6KA3	RRP12	SAT1	SCD	SEC24D	SGK1	SLC26A2	SLC38A2	NA	SORD	SPCS3	SPDEF	SRF	SRP19	NA	STK39	TMEM50A	TMPRSS2	TNFAIP8	TPD52	TSC22D1	UAP1	UBE2I	UBE2J1	VAPA	XRCC5	XRCC6	ZBTB10	ZMIZ1
HALLMARK_ANGIOGENESIS	na	APOH	APP	CCND2	COL3A1	COL5A2	FGFR1	FSTL1	ITGAV	JAG1	JAG2	KCNJ8	LPL	LRPAP1	LUM	MSX1	NRP1	PDGFA	PGLYRP1	POSTN	LOC100618988	NA	LOC100014492	LOC100024593	SLCO2A1	SPP1	STC1	NA	TNFRSF21	LOC100015350	NA	VCAN	VEGFA	VTN
HALLMARK_APICAL_JUNCTION	na	ACTA1	ACTB	ACTC1	ACTG1	ACTG2	ACTN1	ACTN2	ACTN3	ACTN4	ADAM15	ADAM23	ADAM9	ADAMTS5	ADRA1B	AKT2	AKT3	AMH	AMIGO1	ARHGEF6	ARPC2	B4GALT1	BAIAP2	CADM2	CADM3	CALB2	CAP1	CD209	CD274	CD276	CD34	NA	CD99	CDH1	CDH11	CDH15	CDH3	CDH4	CDH6	CDH8	CDK8	CERCAM	CLDN11	CLDN14	CLDN15	CLDN18	CLDN19	CLDN5	NA	CLDN7	CLDN9	CNN2	CNTN1	COL9A1	CRAT	CTNNA1	CTNND1	CX3CL1	DHX16	DLG1	NA	DSC1	LOC100031189	EGFR	EPB41L2	EVL	EXOC4	FBN1	FLNC	FSCN1	FYB1	GAMT	GNAI1	GNAI2	GRB7	NA	HADH	HRAS	LOC103094024	ICAM2	ICAM5	IKBKG	INPPL1	INSIG1	IRS1	ITGA10	ITGA2	ITGA3	ITGA9	ITGB1	ITGB4	JAM3	JUP	KCNH2	LAMA3	LAMB3	LAMC2	LAYN	LDLRAP1	LIMA1	MADCAM1	MAP3K20	MAPK12	MAPK13	MAPK14	MMP2	MMP9	MPZL2	MSN	MVD	MYH10	MYH9	MYL12B	NA	NECTIN1	NECTIN3	NECTIN4	NEGR1	NEXN	NF1	NF2	NFASC	NA	NLGN3	NRAP	NRTN	PALS1	PARD6G	PARVA	PBX2	PCDH1	PDZD3	PECAM1	PFN1	PIK3CB	NA	PKD1	PLCG1	PPP2R2C	PTEN	NA	PTPRC	RAC2	RASA1	NA	RRAS	RSU1	SDC3	SGCE	SHC1	SHROOM2	NA	SKAP2	SLIT2	NA	SPEG	SRC	STX4	SYK	SYMPK	TAOK2	TGFBI	THBS3	THY1	TIAL1	TJP1	LOC100027961	TNFRSF11B	TRAF1	NA	TSC1	LOC100010939	LOC100015350	NA	VCAM1	VCAN	VCL	VWF	WASL	WNK4	YWHAH	ZYX
HALLMARK_APICAL_SURFACE	na	ADAM10	ADIPOR2	AFAP1L2	AKAP7	APP	ATP6V0A4	ATP8B1	B4GALT1	BRCA1	CRYBG1	CX3CL1	DCBLD2	EFNA5	EPHB4	FLOT2	GAS1	GATA3	GHRL	LOC100033072	HSPB1	IL2RB	NA	LYN	MAL	NA	NCOA6	NTNG1	PCSK9	PKHD1	NA	RHCG	RTN4RL1	SCUBE1	SHROOM2	SLC22A12	SLC2A4	SLC34A3	SRPX	SULF2	THY1	LOC100027961
HALLMARK_APOPTOSIS	na	ADD1	AIFM3	ANKH	ANXA1	APP	ATF3	AVPR1A	BAX	BCAP31	BCL10	BCL2L1	BCL2L10	BCL2L11	NA	BMF	BMP2	BNIP3L	BRCA1	BTG2	CASP3	LOC100032600	CASP6	CASP7	LOC100617599	CASP9	CAV1	CCNA1	NA	CCND2	CD14	NA	CD38	CDKN1A	CDKN1B	NA	CLU	CREBBP	CTNNB1	CYLD	NA	DAP3	DCN	DFFA	DIABLO	LOC100014880	DNAJC3	DNM1L	DPYD	EBP	EGR3	EMP1	ERBB2	ERBB3	EREG	ETF1	F2	F2R	FDXR	FEZ1	GADD45A	GADD45B	GCH1	GNA15	GPX1	GPX4	GSN	GSR	GUCY2D	HGF	HMGB2	HMOX1	LOC100030714	HSPB1	IER3	LOC100021258	IFNGR1	IGF2R	LOC103101367	IL1A	IL1B	IL6	IRF1	ISG20	JUN	LEF1	LGALS3	LMNA	LUM	MADD	MCL1	MMP2	NEDD9	NEFH	PAK1	PDCD4	PDGFRB	PEA15	PLAT	PLCB2	PLPPR4	PPP3R1	PPT1	PRF1	PSEN1	PSEN2	NA	RARA	RELA	RETSAT	RHOT2	RNASEL	ROCK1	SAT1	SATB1	SC5D	SLC20A1	SMAD7	SOD1	SOD2	SPTAN1	SQSTM1	TAP1	TGFB2	TGFBR3	NA	TIMP2	TIMP3	TNF	TNFSF10	TOP2A	NA	TXNIP	VDAC2	WEE1	XIAP
HALLMARK_BILE_ACID_METABOLISM	na	ABCA1	ABCA2	ABCA3	ABCA4	ABCA5	LOC100029133	LOC100029133	ABCD1	ABCD2	ABCD3	ABCG4	ABCG8	ACSL1	ACSL5	AGXT	AKR1D1	ALDH1A4	ALDH8A1	NA	AMACR	APOA1	AQP9	AR	ATXN1	BBOX1	BCAR3	BMP6	CAT	CROT	CYP27A1	LOC100014394	CYP7A1	CYP7B1	NA	NA	EFHC1	EPHX2	NA	LOC100009895	FDXR	GC	GCLM	GNMT	GNPAT	GSTK1	NA	HAO1	LOC100016979	HSD17B4	LOC100012668	HSD3B7	IDH1	IDH2	LOC100021638	ISOC1	KLF1	LCK	LONP2	MLYCD	NEDD4	NPC1	NR0B2	NR1H4	NR1I2	NUDT12	OPTN	PAOX	PECR	PEX1	PEX11A	PEX11G	PEX12	PEX13	PEX16	PEX19	PEX26	PEX6	PEX7	PHYH	PIPOX	PNPLA8	PRDX5	PXMP2	RBP1	RETSAT	RXRA	RXRG	SCP2	SERPINA6	SLC23A1	SLC23A2	SLC27A2	SLC27A5	SLC29A1	SLC35B2	SLCO1A2	SOD1	LOC100010054	TFCP2L1	TTR
HALLMARK_CHOLESTEROL_HOMEOSTASIS	na	ABCA2	ACAT2	ACSS2	ACTG1	ALCAM	ALDOC	ANTXR2	ANXA13	ANXA5	ATF3	ATXN2	AVPR1A	CBS	CD9	CHKA	CLU	CPEB2	CTNNB1	CXCL16	LOC100028071	EBP	ECH1	ERRFI1	FABP5	LOC100009895	FASN	FDFT1	LOC100021214	GLDC	GNAI1	GPX8	GUSB	HMGCR	HMGCS1	HSD17B7	LOC100021638	JAG1	LDLR	LGALS3	LGMN	LPL	LSS	MAL2	MVD	MVK	NFIL3	NIBAN1	NSDHL	PCYT2	PDK3	NA	LOC100018556	PMVK	PNRC1	PPARG	S100A11	SC5D	SCD	SEMA3B	SQLE	SREBF2	STARD4	STX5	TM7SF2	TMEM97	TP53INP1
HALLMARK_COAGULATION	na	LOC100619502	ACOX2	ADAM9	ANG	ANXA1	APOA1	NA	ARF4	C1QA	C1R	C1S	C3	C8A	NA	C8G	C9	CAPN2	CAPN5	CASP9	CD9	C2	LOC100026485	CFI	CLU	COMP	CPB2	CPN1	CPQ	CRIP2	CSRP1	CTSB	CTSE	CTSH	CTSK	CTSO	LOC100020922	NA	DCT	DPP4	NA	DUSP6	F10	LOC100013939	F12	F13B	F2	F2RL2	F3	F8	F9	FBN1	FGA	FGG	FN1	FURIN	FYN	GDA	GNB2	GNG12	NA	GSN	HMGCS2	HNF4A	HPN	HRG	HTRA1	ISCU	NA	ITGA2	ITGB3	ITIH1	KLF7	LOC100013981	LAMP2	LOC100025872	LGMN	LRP1	LTA4H	MAFF	MASP2	LOC100016460	MEP1A	LOC100012472	LOC100011059	MMP11	MMP14	MMP15	MMP2	LOC100011059	MMP7	MMP8	MMP9	MSRB2	MST1	PDGFB	PECAM1	PEF1	PLAT	PLAU	PLEK	PLG	PREP	PROC	PROS1	PROZ	PRSS23	RABIF	RAC1	LOC100010821	S100A1	S100A13	SERPINA1	SERPINB2	SERPINC1	SERPINE1	SERPING1	NA	NA	SPARC	TF	THBS1	NA	TIMP3	TMPRSS6	USP11	VWF	WDR1
HALLMARK_COMPLEMENT	na	ACTN2	ADAM9	ADRA2B	AKAP10	ANG	ANXA5	APOA4	NA	ATOX1	BRPF3	C1QA	C1QC	C1R	C1S	C3	C4BPB	C9	LOC100025850	CALM1	CALM2	LOC100016987	CASP3	LOC100032600	LOC100032600	NA	CASP7	CASP9	CBLB	CCL5	CD36	CD40LG	CD55	CD59	CDA	CDH13	CDK5R1	CEBPB	C2	LOC100026485	CLU	COL4A2	LOC100017675	CPM	CPQ	CSRP1	CTSB	LOC100010381	CTSH	NA	CTSO	CTSS	LOC100020922	NA	LOC100023783	LOC107651048	DGKH	NA	DOCK4	DOCK9	DPP4	DUSP5	DUSP6	EHD1	F10	F2	F3	F5	F7	F8	FCER1G	LOC100019669	FDX1	FN1	FYN	GATA3	GCA	GMFB	GNAI2	GNAI3	GNB2	GNB4	GNGT2	NA	GPD2	GRB2	GZMA	LOC100015759	HNF4A	HPCAL4	NA	HSPA5	IL6	IRF1	IRF2	LOC100016833	ITIH1	JAK2	KCNIP2	KCNIP3	KIF2A	LOC100013981	KYNU	L3MBTL4	LAMP2	LAP3	LCK	NA	LGALS3	LGMN	NA	LRP1	LTA4H	TF	LYN	MAFF	ME1	LOC100012514	MMP13	MMP14	MMP15	MMP8	NOTCH4	NA	PCSK9	PDGFB	PDP1	PFN1	PHEX	PIK3CA	PIK3CG	PIK3R5	PIM1	PLA2G4A	PLA2G7	PLAT	NA	PLEK	PLG	LOC100018556	PPP2CB	PPP4C	PRCP	PRDM4	PREP	PRKCD	LOC100010951	NA	PSEN1	PSMB9	RABIF	RAF1	RASGRP1	RBSN	RCE1	RHOG	RNF4	S100A13	LOC100019177	SCG3	SERPINA1	SERPINB2	SERPINC1	SERPINE1	SERPING1	SH2B3	SIRT6	SPOCK2	SRC	STX4	NA	TIMP2	TMPRSS6	TNFAIP3	USP14	USP15	USP16	USP8	VCPIP1	WAS	XPNPEP1	ZEB1	ZFPM2
HALLMARK_DNA_REPAIR	na	ADA	ADRM1	AGO4	AK1	AK3	ALYREF	APRT	ARL6IP1	BCAP31	NA	BRF2	CANT1	CCNO	CDA	LOC100017394	LOC100017655	CMPK2	LOC100016508	CSTF3	DAD1	DCTN4	DDB1	DDB2	DGCR8	DGUOK	DUT	EDF1	EIF1B	ELL	ELOA	NA	ERCC2	ERCC3	ERCC4	ERCC8	FEN1	GMPR2	GPX4	GSDME	GTF2A2	GTF2B	NA	GTF2H1	GTF2H3	GTF2H5	GTF3C5	GUK1	NA	HPRT1	IMPDH2	ITPA	MPC2	MPG	MRPL40	LOC100021231	LOC100027785	NELFB	NELFCD	NELFE	NFX1	NME1	NME3	NME4	NPR2	NT5C	NUDT21	NUDT9	PCNA	PDE4B	PDE6G	NA	POLA1	POLA2	POLB	POLD3	NA	POLE4	POLH	POLL	POLR1C	POLR1D	POLR1H	POLR2A	POLR2C	POLR2D	POLR2E	POLR2F	POLR2G	POLR2H	POLR2I	POLR2J	POLR2K	POLR3C	POLR3GL	LOC100029343	RAD51	RAD52	RAE1	NA	RBX1	REV3L	RFC2	RFC3	RFC4	RFC5	RNMT	LOC100014496	RPA3	RRM2B	SAC3D1	SDCBP	SEC61A1	SF3A3	SMAD5	SNAPC4	NA	SRSF6	SSRP1	STX3	LOC100032661	NA	SUPT5H	SURF1	TAF10	TAF12	TAF13	NA	TAF6	TAF9B	TK2	TMED2	TSG101	NA	UMPS	UPF3B	USP11	VPS28	VPS37B	XPC	ZWINT
HALLMARK_E2F_TARGETS	na	AK2	NA	ASF1A	ASF1B	ATAD2	AURKA	AURKB	BARD1	BRCA1	BRCA2	BRMS1L	BUB1B	CCNB2	CCNE1	CCP110	CDC20	CDC25A	CDCA3	CDCA8	CDK1	CDKN1A	CDKN1B	CDKN2A	CDKN2C	CDKN3	NA	CENPM	CHEK1	CHEK2	CIT	CKS1B	CKS2	CNOT9	CSE1L	CTCF	CTPS1	DCK	DCLRE1B	DCTPP1	DDX39A	DEK	DEPDC1	DIAPH3	DNMT1	DONSON	DSCC1	DUT	E2F8	EED	EIF2S1	ESPL1	EXOSC8	EZH2	NA	GINS1	GINS3	GINS4	GSPT1	LOC100024720	LOC100012785	TBC1D12	HMGA1	HMGB2	HMGB3	HMMR	HNRNPD	HUS1	ILF3	ING3	IPO7	JPT1	KIF18B	KIF22	KIF2C	KIF4A	KPNA2	LBR	LUC7L3	LYAR	MAD2L1	MCM2	MCM3	MCM4	MCM5	MCM6	MCM7	MELK	MKI67	MLH1	MMS22L	MRE11	MSH2	MTHFD2	MXD3	MYBL2	MYC	NAA38	NAP1L1	NASP	NBN	NCAPD2	NME1	NOLC1	NOP56	NUDT21	NUP107	NUP153	NUP205	ORC2	ORC6	PA2G4	PAICS	PCNA	PDS5B	PHF5A	PLK1	PLK4	PMS2	PNN	POLA2	POLD2	POLD3	POLE	POLE4	POP7	PPM1D	PPP1R8	PRDX4	PRIM2	PRKDC	LOC100014432	PSIP1	PSMC3IP	PTTG1	RACGAP1	RAD1	RAD21	RAD50	RAD51AP1	RAD51C	RAN	RBBP7	RFC1	RFC2	RFC3	RNASEH2A	RPA1	LOC100014496	RPA3	NA	SHMT1	SLBP	SMC3	SMC4	SMC6	SPAG5	SPC24	SPC25	SRSF1	SRSF2	SSRP1	STAG1	STMN1	SUV39H1	SYNCRIP	TACC3	TBRG4	TCF19	TFRC	TIPIN	TK1	TMPO	TOP2A	TRA2B	TRIP13	TUBB	LOC100010939	UBE2S	UBE2T	UBR7	UNG	USP1	WEE1	XPO1	XRCC6	ZW10
HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	na	NA	ADAM12	ANPEP	APLP1	AREG	LOC100029204	BDNF	CADM1	CALD1	CALU	CAP2	CAPG	CCN1	CCN2	CD59	CDH11	CDH2	CDH6	COL11A1	COL12A1	COL1A1	COL3A1	COL4A1	COL4A2	COL5A1	COL5A2	COL5A3	NA	COL8A2	COLGALT1	COMP	COPA	CRLF1	CTHRC1	LOC100023783	CXCL12	LOC100023722	DAB2	DCN	DKK1	DPYSL3	DST	NA	EDIL3	EFEMP2	ELN	FAP	FBLN1	FBN1	FERMT2	FGF2	FLNA	FMOD	FN1	FSTL1	FSTL3	FUCA1	FZD8	GADD45A	GADD45B	GAS1	GEM	GJA1	GLIPR1	GPC1	GPX7	GREM1	HTRA1	ID2	IGFBP2	IGFBP3	IGFBP4	IL15	IL6	INHBA	ITGA2	ITGAV	ITGB1	ITGB3	ITGB5	JUN	LAMA1	LAMA2	LAMA3	LAMC1	LAMC2	LGALS1	LOX	LOXL1	LOXL2	LRP1	NA	LUM	LOC103095671	NA	MATN2	MCM7	MEST	MFAP5	MGP	LOC100012472	MMP14	MMP2	LOC100011059	MSX1	MXRA5	NA	MYLK	NA	NNMT	NOTCH2	NA	NTM	OXTR	P3H1	FBXO24	PCOLCE2	PDGFRB	PDLIM4	PFN2	NA	PLOD1	PLOD2	PLOD3	PMEPA1	PMP22	POSTN	PPIB	PRRX1	LOC100010951	PTHLH	PTX3	LOC103098385	QSOX1	RGS4	SAT1	SCG2	SDC4	SERPINE1	SERPINE2	SERPINH1	SFRP1	SFRP4	SGCB	SGCD	SGCG	SLC6A8	SLIT2	SLIT3	SNAI2	SNTB1	SPARC	SPOCK1	SPP1	TAGLN	TGFB1	TGFBI	TGFBR3	TGM2	THBS1	THBS2	THY1	NA	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	AFF1	AKAP1	NA	AMFR	ANXA9	AQP3	AR	AREG	NA	ASB13	B4GALT1	BAG1	BCL11B	BCL2	BHLHE40	BLVRB	CA12	CALB2	CALCR	CANT1	CBFA2T3	CCN5	NA	CELSR1	CELSR2	CHPT1	CISH	CLDN7	CLIC3	CXCL12	DEPTOR	DHRS2	DHRS3	DLC1	NA	EGR3	ELF1	ELF3	ELOVL2	ELOVL5	ENDOD1	ESRP2	FAM102A	FARP1	FASN	FCMR	FDFT1	FKBP4	FKBP5	FLNB	FOS	FRK	GAB2	GFRA1	GJA1	GLA	GREB1	HES1	HR	IGF1R	IGFBP4	IL17RB	IL6ST	INHBB	INPP5F	NA	ITPK1	JAK2	KAZN	KCNK15	KCNK5	KDM4B	KLF10	KLF4	LOC100013604	NA	LRIG1	MAPT	MAST4	MED13L	LOC100016544	MILL-LIKE	MINDY1	MLPH	MPPED2	MREG	MYB	MYBL1	MYC	MYOF	NADSYN1	NAV2	NCOR2	NPY1R	NRIP1	OLFM1	OPN3	OVOL2	P2RY2	PAPSS2	PDLIM3	PDZK1	PEX11A	PGR	PODXL	PPIF	PRSS23	PTGES	RAB17	RAB31	RAPGEFL1	RARA	RASGRP1	NA	REEP1	RET	RETREG1	RHOBTB3	NA	RPS6KA2	RRP12	SCARB1	NA	SEMA3B	SFN	SH3BP5	SIAH2	SLC16A1	SLC19A2	SLC1A1	SLC1A4	LOC100015440	SLC24A3	SLC26A2	SLC27A2	SLC2A1	SLC37A1	SLC39A6	SLC7A2	SLC7A5	SLC9A3R1	SNX24	SOX3	STC2	SVIL	SYBU	SYT12	TBC1D30	TFAP2C	NA	TFF3	TGIF2	TGM2	THSD4	TIAM1	TIPARP	TJP3	TMEM164	TMPRSS3	TPBG	TPD52L1	TSKU	TTC39A	UGCG	WFS1	WWC1	NA	ZNF185
HALLMARK_ESTROGEN_RESPONSE_LATE	na	ABCA3	ABHD2	ACOX2	ADD3	AFF1	NA	ALDH3A2	NA	AMFR	ANXA9	AREG	NA	ASCL1	ASS1	ATP2B4	BAG1	BATF	BCL2	BLVRB	CA12	LOC100025850	NA	CALCR	CAV1	CCN5	CCNA1	NA	CD9	CDC20	CDC6	CDH1	CELSR2	CHPT1	CISH	CKB	CLIC3	LOC100030489	CPE	CXCL12	CXCL14	LOC100013359	LOC100013494	LOC100029860	DHRS2	DLG5	DNAJC1	DNAJC12	DUSP2	NA	EGR3	ELOVL5	EMP2	ETFB	FABP5	FAM102A	FARP1	FDFT1	FGFR3	FKBP4	FKBP5	FLNB	FOS	FRK	GAL	HMGCL	GFUS	GINS2	GJB3	GLA	HMGCS2	HOMER2	HPRT1	HR	HSPA4L	ID2	IDH2	IGFBP4	IL17RB	IL6ST	IMPA2	ISG20	ITPK1	JAK2	KCNK5	KIF20A	KLF4	LOC100012135	LOC100013604	LAMC2	LARGE1	LLGL2	LSR	TF	MAPK13	MAPT	MEST	METTL3	MILL-LIKE	MOCS2	MYB	MYOF	NAB2	NCOR2	NMU	NPY1R	NRIP1	OLFM1	OPN3	OVOL2	PAPSS2	PCP4	PDCD4	PDLIM3	PDZK1	PERP	PGR	PLK4	PLXNB1	PPIF	PRKAR2B	PRLR	PRSS23	LOC103105351	PTGES	PTPN6	RAB31	RAPGEFL1	NA	RET	RNASEH2A	RPS6KA2	LOC100019177	SCARB1	SCUBE2	SEMA3B	SERPINA1	LOC100024568	LOC100024593	SFN	SGK1	SIAH2	SLC16A1	SLC1A4	LOC100015440	SLC24A3	SLC26A2	SLC27A2	SLC29A1	SLC2A8	SLC7A5	SLC9A3R1	SNX10	SORD	SOX3	ST14	ST6GALNAC2	STIL	TFAP2C	NA	TFF3	TIAM1	TJP3	TMPRSS3	TNNC1	TOP2A	TPBG	TPD52L1	LOC100022090	TRIM29	TSPAN13	TST	UGDH	NA	WFS1	NA	XRCC3	ZFP36
HALLMARK_FATTY_ACID_METABOLISM	na	LOC100031005	ACAA1	ACAA2	ACADL	ACADM	ACADS	ACADVL	ACAT2	ACO2	LOC100024470	ACOT8	NA	ACSL1	ACSL4	ACSL5	LOC100026355	ACSS1	LOC100015779	ADIPOR2	ADSL	ALAD	ALDH1A4	ALDH3A1	ALDH3A2	NA	ALDOA	APEX1	AUH	BCKDHB	BLVRA	BMPR1B	BPHL	LOC100025850	NA	LOC100015233	LOC100015316	CD36	CEL	CIDEA	CPOX	CPT2	CRAT	CRYZ	LOC100029871	LOC100023663	D2HGDH	DECR1	DLD	DLST	ECH1	ECHS1	ECI1	ECI2	EHHADH	ELOVL5	ENO3	EPHX1	ERP29	ETFDH	FABP1	FABP2	FASN	FH	NA	G0S2	NA	GAD2	GAPDHS	GCDH	GLUL	GPD2	GRHPR	GSTZ1	LOC100012785	HADH	HADHB	HAO2	LOC100018151	HIBCH	HMGCL	HMGCS1	HMGCS2	HPGD	HSD17B10	LOC100016979	HSD17B4	HSD17B7	HSDL2	HSP90AA1	HSPH1	IDH1	IDH3B	IDH3G	LOC100021638	IL4I1	KMT5A	LDHA	LGALS1	LTC4S	MAOA	MCEE	MDH1	MDH2	ME1	METAP1	MGLL	MIF	MIX23	MLYCD	NBN	NSDHL	NTHL1	ODC1	NA	OSTC	PCBD1	PDHA1	PDHB	PPARA	PRDX6	PSME1	PTPRG	PTS	RAP1GDS1	RDH11	RDH16	NA	RETSAT	S100A10	SDHA	SDHC	SDHD	SERINC1	LOC100015440	NA	SUCLA2	SUCLG1	SUCLG2	TDO2	TP53INP2	UGDH	UROD	UROS	LOC100031271	YWHAH
HALLMARK_G2M_CHECKPOINT	na	ABL1	AMD1	ARID4A	ATRX	AURKA	AURKB	BARD1	BCL3	BRCA2	BUB1	BUB3	CASP8AP2	CBX1	NA	CCNB2	NA	CCNF	CCNT1	CDC20	CDC25A	CDC27	CDC45	CDC6	CDC7	CDK1	CDKN1B	CDKN2C	CDKN3	CENPA	NA	NA	CHAF1A	CHEK1	CHMP1A	CKS1B	CKS2	CTCF	CUL1	CUL3	CUL4A	NA	DBF4	DDX39A	DKC1	DMD	NA	DR1	NA	E2F1	E2F2	E2F3	E2F4	EFNA5	EGF	ESPL1	EWSR1	EXO1	EZH2	NA	FANCC	FBXO5	FOXN3	G3BP1	NA	NA	GINS2	GSPT1	LOC100024720	LOC100012785	LOC100030264	HIF1A	LOC100029345	HMGA1	HMGB3	HMMR	HNRNPD	HNRNPU	HSPA8	HUS1	ILF3	INCENP	JPT1	KATNA1	KIF11	KIF15	KIF20B	KIF22	KIF23	KIF2C	KIF4A	KIF5B	KMT5A	KNL1	KPNA2	KPNB1	LBR	LIG3	MAD2L1	MAP3K20	MAPK14	MCM2	MCM3	MCM5	MCM6	MEIS1	MEIS2	MKI67	MNAT1	NA	MTF2	MYBL2	MYC	NASP	NCL	NDC80	NEK2	NOLC1	NOTCH2	NSD2	NUMA1	NUP50	NUP98	NUSAP1	ODC1	NA	ODF2	ORC5	ORC6	PAFAH1B1	PBK	PDS5B	PLK1	PLK4	PML	POLA2	POLE	POLQ	PRC1	PRIM2	PRMT5	PRPF4B	PTTG1	PURA	RACGAP1	RAD21	RAD23B	NA	RASAL2	RBL1	RBM14	LOC100014496	RPS6KA5	SAP30	SFPQ	SLC12A2	LOC103095126	SLC7A1	SLC7A5	SMAD3	SMARCC1	SMC2	SMC4	SNRPD1	SQLE	SRSF1	SRSF10	SRSF2	SS18	STAG1	STIL	STMN1	SUV39H1	SYNCRIP	TACC3	TENT4A	TFDP1	TGFB1	TLE3	TMPO	TNPO2	TOP1	TOP2A	TPX2	TRA2B	TRAIP	TROAP	TTK	UBE2C	UBE2S	UCK2	UPF1	WRN	XPO1	YTHDC1
HALLMARK_GLYCOLYSIS	na	ABCB6	AGL	AGRN	AK3	NA	AKR1A1	ALDH7A1	NA	ALDOA	ALDOB	ALG1	ANG	ANGPTL4	ANKZF1	ARPP19	ARTN	AURKA	B3GALT6	B3GAT1	B3GAT3	B3GNT3	B4GALT1	B4GALT2	B4GALT4	B4GALT7	BPNT1	CACNA1H	CAPN5	CASP6	CDK1	CENPA	CHPF	CHPF2	CHST1	CHST12	CHST2	CHST4	LOC100029060	CHST6	CITED2	CLDN9	CLN6	COG2	COL5A1	COPB2	CXCR4	LOC100021477	DCN	DDIT4	DEPDC1	DLD	DSC2	ECD	EFNA3	EGFR	EGLN3	ELF3	LOC100010100	EXT1	EXT2	FAM162A	FBP2	FKBP4	FUT8	G6PD	LOC100031088	LOC100618314	HMGCL	GALK1	GALK2	GAPDHS	GCLC	GFPT1	GFUS	GLCE	GLRX	GMPPA	GMPPB	GNE	GNPDA1	NA	GOT1	GOT2	GPC1	GPC3	GPC4	GPR87	GUSB	GYS1	GYS2	HAX1	HDLBP	LOC100032849	HMMR	HOMER1	HS2ST1	NA	HSPA5	IDH1	IDUA	IER3	IGFBP3	IL13RA1	IRS2	ISG20	KDELR3	KIF20A	KIF2A	LDHA	LOC100028290	NA	LHX9	MDH1	MDH2	ME1	ME2	LOC100016544	MERTK	MET	MIF	MIOX	MPI	NANP	NASP	LOC100011021	NDUFV3	NA	NSDHL	NA	P4HA1	P4HA2	PAM	PAXIP1	PC	PDK3	PFKFB1	PFKP	PGAM1	PGAM2	PGK1	PGLS	PGM2	PHKA2	PKM	PKP2	PLOD1	PLOD2	PMM2	POLR3K	PPFIA4	PPIA	PPP2CB	LOC100014432	PSMC4	PYGB	PYGL	QSOX1	LOC100026083	RBCK1	RPE	RRAGD	SAP30	SDC2	SDC3	SDHC	SLC16A3	LOC100030196	SLC25A13	SLC35A3	SLC37A4	SOD1	SOX9	SPAG4	SRD5A3	STC1	STC2	STMN1	TALDO1	TFF3	TGFA	TGFBI	TKTL1	TPBG	TPI1	TPST1	UGP2	VCAN	VEGFA	VLDLR	XYLT2	ZNF292
HALLMARK_HEDGEHOG_SIGNALING	na	ACHE	ADGRG1	AMOT	CDK5R1	CDK6	CELSR1	CNTFR	CRMP1	DPYSL2	ETS2	HEY1	HEY2	L1CAM	LDB1	MYH9	NF1	NKX6-1	NRCAM	NRP1	NRP2	OPHN1	PLG	PML	PTCH1	RASA1	RTN1	SCG2	SHH	SLIT1	THY1	TLE1	TLE3	UNC5C	VEGFA	VLDLR
HALLMARK_HEME_METABOLISM	na	ABCB6	ABCG2	ACKR1	ACP5	ACSL6	ADD1	ADD2	ADIPOR1	AGPAT4	AHSP	ALAD	ALAS2	ALDH1L1	ALDH6A1	ANK1	AQP3	ARHGEF12	ARL2BP	ATG4A	ATP6V0A1	BACH1	BLVRA	BLVRB	BMP2K	BNIP3L	BPGM	BSG	BTG2	BTRC	C3	CA1	LOC100025850	CAST	CAT	CCDC28A	CCND3	CDC27	CDR2	CIR1	CLCN3	CLIC2	CPOX	CTSB	CTSE	DAAM1	DCAF10	DCAF11	DCUN1D1	DMTN	E2F2	EIF2AK1	ELL2	ENDOD1	EPB41	EPB42	EPOR	ERMAP	EZH1	FBXO34	FBXO7	FBXO9	FECH	FOXJ2	FOXO3	GAPVD1	LOC100019065	GCLC	GCLM	GDE1	GLRX5	GMPS	NA	LOC100019389	LOC100019389	NA	NA	HDGF	HEBP1	HMBS	HTATIP2	HTRA2	IGSF3	ISCA1	KAT2B	KDM7A	KEL	KHNYN	KLF1	KLF3	LAMP2	LPIN2	LRP10	MAP2K3	MARCHF2	MARCHF8	MARK3	MBOAT2	MFHAS1	MGST3	MINPP1	MKRN1	MOCOS	MOSPD1	MPP1	MYL4	NARF	NCOA4	NEK7	NFE2L1	NNT	NR3C1	NA	OPTN	P4HA2	PC	NA	PGLS	PICALM	PIGQ	PPOX	PRDX2	PSMD9	RAD23A	RANBP10	RBM38	RBM5	RCL1	RHAG	RHCE	RHCE	RIOK3	NA	RNF19A	SDCBP	SEC14L1	SELENBP1	SIDT2	SLC10A3	SLC11A2	LOC100015397	SLC25A37	SLC25A38	SLC2A1	SLC30A1	SLC30A10	SLC4A1	SLC66A2	SLC6A8	SLC6A9	NA	SPTA1	SPTB	SYNJ1	TAL1	TCEA1	TENT5C	TFDP2	TFRC	TMCC2	TMEM9B	TNRC6B	TNS1	TOP1	TRAK2	TRIM10	TRIM58	TSPAN5	TYR	UBAC1	UCP2	UROD	UROS	USP15	VEZF1	XK	XPO7	YPEL5
HALLMARK_HYPOXIA	na	ACKR3	NA	AKAP12	ALDOA	ALDOB	ALDOC	AMPD3	ANGPTL4	ANKZF1	ANXA2	ATF3	ATP7A	B3GALT6	B4GALNT2	BCAN	BCL2	BHLHE40	BNIP3L	BRS3	BTG1	CA12	CASP6	CAV1	CAVIN1	CAVIN3	CCN1	CCN2	CCN5	CCNG2	CDKN1A	CDKN1B	CHST2	CHST3	CITED2	COL5A1	LOC100017675	CSRP2	CXCR4	DCN	DDIT4	DTNA	DUSP1	EDN2	EFNA1	EFNA3	EGFR	LOC100010100	ENO3	ERRFI1	ETS1	EXT1	F3	FAM162A	FBP1	FOS	FOSL2	FOXO3	GAA	GALK1	NA	GAPDHS	GBE1	GCK	GCNT2	GLRX	GPC1	GPC3	GPC4	GPI	GRHPR	GYS1	HAS1	HDLBP	HEXA	HK1	LOC100032849	HMOX1	LOC100030714	HOXB9	HS3ST1	HSPA5	IDS	IER3	IGFBP1	IGFBP3	IL6	ILVBL	INHA	IRS2	ISG20	JMJD6	JUN	KDELR3	KDM3A	KLF6	KLF7	KLHL24	LALBA	LARGE1	LDHA	LOC100028290	LOX	LXN	MAFF	MAP3K1	MIF	NA	NA	MYH9	NAGK	NCAN	NDRG1	NDST1	NDST2	NEDD4L	NFIL3	NOCT	NR3C1	P4HA1	P4HA2	PAM	PCK1	PDGFB	PDK1	PDK3	PFKFB3	PFKL	PFKP	PGAM2	PGF	PGK1	PGM2	PHKG1	PIM1	PKLR	PKP1	PLAC8	NA	PLIN2	PNRC1	PPARGC1A	PPFIA4	PPP1R3C	PRDX5	PRKCA	PYGM	RBPJ	RORA	RRAGD	LOC100014492	SAP30	SCARB1	SDC2	SDC3	SDC4	SELENBP1	SERPINE1	SIAH2	SLC25A1	SLC2A1	SLC2A3	LOC100010471	SLC37A4	SLC6A6	SRPX	STBD1	STC1	STC2	TES	TGFB3	TGFBI	TGM2	TIPARP	TKTL1	TMEM45A	TNFAIP3	TPBG	TPD52	TPI1	TPST2	UGP2	VEGFA	VHL	VLDLR	NA	XPNPEP1	ZFP36	ZNF292
HALLMARK_IL2_STAT5_SIGNALING	na	LOC100027288	LOC100030114	AGER	AHCY	NA	NA	ALCAM	AMACR	ANXA4	APLP1	ARL4A	BATF	BATF3	BCL2	BCL2L1	BHLHE40	BMP2	BMPR2	LOC100025850	CAPG	CAPN3	CASP3	CCND2	CCND3	CCNE1	CCR4	CD79B	CD83	NA	CDC42SE2	CDC6	CDCP1	CISH	NA	COCH	NA	NA	CST7	CTLA4	CTSZ	NA	CYFIP1	DCPS	DENND5A	DHRS3	DRC1	NA	EEF1AKMT1	EMP1	ENO3	ENPP1	ETFBKMT	ETV4	F2RL2	FAH	HYCC2	FGL2	FURIN	NA	GADD45B	GALM	LOC100019065	LOC100027502	LOC100027586	LOC100027604	GLIPR2	GPR65	GPR83	GPX4	LOC100022164	GUCY1B1	HIPK2	LOC100032849	HOPX	HUWE1	NA	IFNGR1	IGF1R	IGF2R	IKZF2	IKZF4	IL10	IL10RA	IL18R1	IL1R2	IL1RL1	IL2RB	IL4R	IRF4	IRF6	NA	ITGA6	ITGAV	ITIH5	KLF6	LCLAT1	LIF	LRIG1	LRRC8C	LTB	MAFF	MAP3K8	MAP6	MAPKAPK2	MXD1	MYC	MYO1C	MYO1E	NCOA3	NCS1	NDRG1	NFIL3	NFKBIZ	NOP2	NRP1	NA	ODC1	NA	P2RX4	P4HA1	PENK	PHTF2	PIM1	PLAGL1	PLEC	PLIN2	PLPP1	LOC100018556	NA	NA	PRKCH	PRNP	PTCH1	PTGER2	PTH1R	PTRH2	PUS1	RABGAP1L	RGS16	RORA	RRAGD	S100A1	LOC100016648	SELL	SELP	SERPINC1	SH3BGRL2	SHE	SLC1A5	SLC29A2	SLC2A3	SLC39A8	SMPDL3A	SNX14	SNX9	SOCS2	SPP1	SPRED2	SPRY4	ST3GAL4	SWAP70	SYNGR2	SYT11	TGM2	TIAM1	NA	TNFRSF21	TNFRSF9	TNFSF10	TNFSF11	TRAF1	TTC39B	TWSG1	UCK2	UMPS	WLS	NA
HALLMARK_IL6_JAK_STAT3_SIGNALING	na	LOC100619502	BAK1	CBL	LOC100022317	LOC100029967	CD14	CD36	CD38	CD9	CNTFR	CRLF2	NA	LOC103094977	CSF2RB	CSF3R	LOC100023783	NA	CXCL11	CXCL13	LOC100023783	CXCL9	DNTT	EBI3	GRB2	HAX1	HMOX1	LOC100030714	IFNAR1	IFNGR1	IFNGR2	IL10RB	IL13RA1	IL15RA	IL17RB	IL18R1	IL1B	IL1R2	NA	IL4R	IL6	IL6ST	IL7	LOC103093950	IRF1	IRF9	ITGA4	ITGB3	JUN	LEPR	LTB	LTBR	MAP3K8	OSMR	PDGFC	PIK3R5	PIM1	LOC103106467	NA	PTPN1	PTPN11	PTPN2	SOCS3	STAM2	STAT1	LOC100012130	TGFB1	TLR2	TNF	TNFRSF1A	TNFRSF21	TYK2
HALLMARK_INFLAMMATORY_RESPONSE	na	ABCA1	ABI1	ACVR2A	ADGRE1	ADRM1	NA	APLNR	AQP9	ATP2A2	ATP2B1	ATP2C1	AXL	BDKRB1	BTG2	C3AR1	C5AR1	CALCRL	LOC100021456	LOC100022317	LOC103093665	LOC103093843	CCL20	CCL5	LOC100022317	CCR7	NA	CD14	NA	CD55	NA	CD82	CDKN1A	CHST2	CLEC5A	CMKLR1	NA	CSF3	CSF3R	CX3CL1	NA	CXCL11	LOC100023722	CXCL9	LOC100017914	DCBLD2	EBI3	EDN1	EIF2AK2	EREG	F3	FFAR2	LOC100028775	FZD5	GABBR1	GCH1	GNA15	GNAI3	GPC3	LOC100617796	HAS2	HBEGF	HIF1A	HPN	LOC103094024	LOC100027399	IFNAR1	IFNGR2	IL10	IL10RA	IL12B	IL15	IL15RA	LOC103101367	IL18R1	IL18RAP	IL1A	IL1B	IL2RB	IL4R	IL6	IL7R	INHBA	IRAK2	IRF1	ITGB3	ITGB8	KCNA3	KCNJ2	KCNMB2	KIF1B	KLF6	LAMP3	LCK	NA	LDLR	LIF	LPAR1	LTA	LYN	MARCO	MEFV	MEP1A	MET	MMP14	MSR1	MXD1	MYC	NAMPT	NDP	NFKB1	NFKBIA	NMI	NMUR1	NOD2	NPFFR2	OPRK1	OSMR	P2RX4	LOC100020874	P2RY2	PCDH7	PDE4B	PIK3R5	NA	PROK2	PSEN1	PTAFR	PTGER2	PTGER4	PTGIR	PTPRE	LOC103098385	RAF1	RASGRP1	RELA	RGS1	RGS16	RHOG	RIPK2	RNF144B	SCARF1	SCN1B	SELE	SELENOS	SELL	SEMA4D	SERPINE1	SGMS2	SLC11A2	SLC1A2	LOC100013132	SLC31A1	SLC31A2	SLC4A4	SLC7A1	SLC7A2	SPHK1	SRI	STAB1	TACR1	TACR3	TAPBP	NA	TLR6	TLR2	TLR3	TNFAIP6	TNFRSF9	TNFSF10	TNFSF15	NA	TPBG	VIP
HALLMARK_INTERFERON_ALPHA_RESPONSE	na	ADAR	B2M	C1S	LOC100617599	NA	CD47	CD74	CMPK2	CMTR1	CNP	NA	NA	CXCL11	LOC100021416	DHX58	EIF2AK2	ELF1	EPSTI1	LOC100027633	LOC100027502	LOC100027586	LOC100027604	GMPR	HELZ2	HERC6	MODO-UE	MODO-UK	IFI30	IFI35	IFIH1	IL15	IL4R	IL7	IRF1	IRF2	IRF9	NA	ISG20	LAMP3	LAP3	LPAR6	MOV10	MVB12A	LOC100619107	NMI	NUB1	LOC100028903	LOC100025644	PARP12	LOC100018826	PARP9	LOC100018556	PNPT1	PSMA3	PSMB8	PSMB9	PSME1	PSME2	RIPK2	RNF31	RSAD2	SELL	SLC25A28	TAP1	TDRD7	TENT5A	NA	TRAFD1	TRIM14	TRIM25	TRIM26	TXNIP	UBA7	USP18	WARS1
HALLMARK_INTERFERON_GAMMA_RESPONSE	na	ADAR	LOC100024691	ARID5B	ARL4A	AUTS2	B2M	BANK1	BPGM	BTG1	C1R	C1S	CASP3	LOC100032600	CASP7	LOC100617599	LOC100022317	LOC103093665	LOC103093843	CCL5	LOC100022317	CD274	CD38	NA	CD74	NA	CDKN1A	C2	LOC100026485	CIITA	CMKLR1	CMPK2	CMTR1	CSF2RB	NA	CXCL11	CXCL9	LOC100021416	DHX58	EIF2AK2	EIF4E3	EPSTI1	FGL2	LOC100028775	LOC100027502	LOC100027586	LOC100027604	LOC100027502	LOC100027586	LOC100027604	GCH1	GPR18	GZMA	HELZ2	HERC6	HIF1A	MODO-UE	MODO-UK	MODO-UE	LOC100026891	LOC100026007	LOC103094024	IDO1	IFI30	IFI35	IFIH1	LOC100024986	IFNAR2	IL10RA	IL15	IL15RA	IL2RB	IL4R	IL6	IL7	IRF1	IRF2	IRF4	NA	IRF9	NA	ISG20	ISOC1	JAK2	KLRK1	LAP3	LATS2	NA	LYSMD2	METTL7B	NA	MTHFD2	MVP	NAMPT	NCOA3	NFKB1	NFKBIA	NMI	NOD1	NUP93	NA	OAS3	LOC100025644	P2RY14	PARP12	LOC100018826	PDE4B	PELI1	PFKP	PIM1	PLA2G4A	LOC100018556	PML	NA	PNPT1	PSMA3	PSMB10	LOC100016464	PSMB8	PSMB9	PSME1	PSME2	PTGS2	PTPN1	PTPN2	PTPN6	RAPGEF6	RBCK1	RIPK1	RIPK2	RNF213	RNF31	RSAD2	SAMHD1	SELP	SERPING1	LOC103101495	SLC25A28	SOCS3	SOD2	SPPL2A	SRI	NA	ST3GAL5	ST8SIA4	STAT1	LOC100012130	STAT4	TAP1	TAPBP	TDRD7	NA	TNFAIP3	TNFAIP6	TNFSF10	TOR1B	TRAFD1	TRIM14	TRIM25	TRIM26	TXNIP	UPP1	USP18	VAMP8	VCAM1	WARS1	LOC100018887	ZNFX1
HALLMARK_KRAS_SIGNALING_DN	na	ABCB11	ABCG4	ACTC1	ADRA2C	ALOX12B	AMBN	ARHGDIG	ARPP21	ASB7	ATP4A	ATP6V1B1	BARD1	BMPR1B	BRDT	BTG2	C5	CACNG1	CAMK1D	CAPN9	CCDC106	CCNA1	NA	NA	CD207	CD40LG	CD80	CDH16	NA	CELSR2	CHRNG	CHST2	CKM	CLDN16	LOC100026209	CLSTN3	CNTFR	LOC100027887	COPZ2	COQ8A	CPB1	CPEB3	LOC100032885	LOC100014394	DCC	DLK2	DTNB	EDAR	EDN1	EDN2	NA	EGF	ENTPD7	EPHA5	FGF16	FGFR3	FSHB	GAMT	GDNF	GP2	GPR3	GPRC5C	NA	GTF3C5	HNF1A	HTR1B	IDUA	IGFBP2	IL12B	IL5	NA	NA	ITIH3	NA	KCNE2	KCNMB1	KCNN1	KCNQ2	KLHDC8A	LOC100012470	LOC100013604	KRT4	LOC100012364	LFNG	MAST3	MEFV	MFSD6	MSH5	MTHFR	MYH7	MYOT	NGB	NOS1	NPHS1	LOC100018646	NR4A2	NR6A1	NRIP2	NTF3	LOC100026593	P2RY4	PAX3	PCDHB1	PDCD1	PDE6B	PDK2	PKP1	PNMT	NA	RGS11	RIBC2	RSAD2	RYR1	RYR2	SCN10A	SERPINA10	SERPINB2	SGK1	SHOX2	SIDT1	NA	SLC12A3	LOC100018727	NA	SLC29A3	SLC38A3	SLC5A5	SLC6A14	SLC6A3	SMPX	NA	SOX10	NA	SSTR4	STAG3	NA	TCF7L1	TENM2	TENT5C	TEX15	TFAP2B	TFCP2L1	TFF2	TG	TGFB2	TGM1	THNSL2	THRB	TLX1	TSHB	LOC100029008	WNT16	YBX2	LOC100025737	ZBTB16	ZC2HC1C
HALLMARK_KRAS_SIGNALING_UP	na	LOC100027288	NA	ADAM17	NA	ADAMDEC1	ADGRA2	ADGRL4	AKAP12	AKT2	ALDH1A2	ALDH1A3	AMMECR1	ANGPTL4	ANKH	ANO1	ANXA10	APOD	ARG1	ATG10	AVL9	BMP2	BPGM	BTBD3	C3AR1	LOC100025850	CAB39L	CBL	CBR4	CCL20	CCND2	CCSER2	NA	CDADC1	C2	LOC100026485	CIDEA	CMKLR1	CPE	CROT	LOC103094977	CTSS	NA	CXCR4	DCBLD2	DNMBP	DOCK2	DUSP6	EMP1	ENG	EPB41L3	EPHB2	EREG	ETS1	ETV1	ETV4	ETV5	EVI5	F13A1	F2RL1	FBXO4	FCER1G	FGF9	FLT4	FUCA1	G0S2	GABRA3	GADD45G	GALNT3	GFPT2	GLRX	GPNMB	GPRC5B	GUCY1A1	HBEGF	HDAC9	HKDC1	HOXD11	ID2	IGFBP3	IKZF1	IL10RA	IL1B	IL1RL2	NA	IL7R	INHBA	NA	ITGA2	ITGB2	ITGBL1	JUP	KIF5C	KLF4	LAPTM5	LCP1	LIF	LY96	MAFB	MALL	MAP3K1	MAP4K1	MAP7	MMD	LOC100011059	MMP11	MMP9	MPZL2	MTMR10	NGF	NIN	NR0B2	NR1H4	NRP1	PCP4	PDCD1LG2	PECAM1	PIGR	PLAT	PLAU	NA	PLEK2	PRDM1	PRELID3B	PRKG2	PRRX1	PSMB8	PTBP2	PTCD2	PTGS2	PTPRR	RABGAP1L	RBP4	RELN	RGS16	SATB1	SCG3	SCG5	SCN1B	SDCCAG8	SEMA3B	LOC100024568	SNAP25	SOX9	SPON1	SPP1	SPRY2	ST6GAL1	STRN	TFPI	TLR8	TMEM100	LOC103101397	TNFAIP3	TNNT2	TOR1AIP2	TPH1	TRAF1	TRIB1	TRIB2	TSPAN1	TSPAN13	NA	USH1C	USP12	LOC100030199	WDR33	WNT7A	YRDC	ZNF277	ZNF639
HALLMARK_MITOTIC_SPINDLE	na	ABI1	ABL1	ABR	ACTN4	AKAP13	ALS2	ANLN	APC	ARAP3	ARF6	ARFGEF1	ARFIP2	ARHGAP10	LOC100032876	ARHGAP4	ARHGAP5	ARHGDIA	ARHGEF11	ARHGEF12	ARHGEF2	ARHGEF7	ARL8A	ATG4B	AURKA	BCL2L11	BIN1	BRCA2	BUB1	CAPZB	CCDC88A	CCNB2	CD2AP	CDC27	CDC42	CDC42BPA	CDC42EP1	CDC42EP2	CDC42EP4	CDK1	CDK5RAP2	NA	NA	CENPJ	CEP131	CEP192	CEP250	CEP57	CEP72	CKAP5	CLASP1	CLIP1	CLIP2	CNTRL	CNTROB	CSNK1D	DLG1	DOCK2	DOCK4	DST	DYNC1H1	DYNLL2	ECT2	EPB41	EPB41L2	ESPL1	EZR	FARP1	FBXO5	FGD4	FGD6	FLNA	FLNB	FSCN1	GEMIN4	GSN	HDAC6	INCENP	ITSN1	KATNA1	KATNB1	KIF11	KIF15	KIF1B	KIF20B	KIF22	KIF23	KIF2C	KIF3B	KIF3C	KIF4A	KIF5B	KIFAP3	KLC1	KNTC1	KPTN	LATS1	LLGL1	LRPPRC	MAP1S	MAP3K11	MAPRE1	MID1	MID1IP1	MYH10	MYH9	MYO1E	MYO9B	NCK1	NCK2	NDC80	NEDD9	NEK2	LOC100019004	NF1	NIN	NOTCH2	NUMA1	NUSAP1	OPHN1	PAFAH1B1	PALLD	PCGF5	PCM1	NA	PDLIM5	PIF1	PKD2	PLK1	PPP4R2	PRC1	PREX1	PXN	RAB3GAP1	RABGAP1	RACGAP1	NA	RANBP9	NA	RAPGEF6	RASA1	RASA2	RASAL2	RFC1	NA	RHOT2	RICTOR	ROCK1	SAC3D1	SASS6	SEPTIN9	SHROOM2	SMC3	SMC4	SORBS2	SOS1	SPTAN1	SPTBN1	SSH2	STAU1	NA	SUN2	NA	TAOK2	TBCD	TIAM1	TLK1	TOP2A	TPX2	NA	TSC1	TTK	TUBD1	TUBGCP2	TUBGCP3	TUBGCP5	TUBGCP6	VCL	WASF1	WASF2	WASL	YWHAE
HALLMARK_MTORC1_SIGNALING	na	ABCF2	ACACA	ACLY	ACSL3	ACTR2	NA	ADD3	ADIPOR2	NA	ALDOA	ARPC5L	ATP2A2	ATP5MC1	ATP6V1D	AURKA	BCAT1	BHLHE40	BTG2	BUB1	CACYBP	CALR	CANX	CCNF	CCNG1	CCT6A	CD9	CDC25A	CDKN1A	CFP	COPS5	CORO1A	LOC100010381	CXCR4	LOC100028075	LOC100028071	DAPP1	DDIT4	DDX39A	DHFR	EBP	EDEM1	EEF1E1	EGLN3	EIF2S2	ELOVL5	ELOVL6	LOC100010100	EPRS1	ETF1	NA	LOC100009895	FDXR	FGL2	G6PD	NA	GBE1	GCLC	GGA2	GLA	GLRX	GMPS	GOT1	GPI	GSK3B	GSR	GTF2H1	LOC100032849	HMBS	HMGCR	HMGCS1	HPRT1	HSP90B1	HSPA4	HSPA5	HSPA9	HSPD1	HSPE1	IDH1	LOC100021638	IFI30	IFRD1	IGFBP5	IMMT	INSIG1	ITGB2	LDHA	LDLR	LGMN	LTA4H	M6PR	MAP2K3	MCM2	MCM4	ME1	MLLT11	MTHFD2	MTHFD2L	NAMPT	NFIL3	NFKBIB	NFYC	NIBAN1	NMT1	NUFIP1	NUP205	NUPR1	P4HA1	PDAP1	PDK1	PFKL	PGK1	PHGDH	NA	NA	PLK1	PLOD2	PNO1	NA	POLR3G	NA	PPIA	PRDX1	PSAT1	PSMA3	PSMA4	PSMB5	PSMC2	PSMC4	PSMC6	PSMD12	PSMD14	PSME3	PSMG1	PSPH	QDPR	RAB1A	RDH11	RIT1	RPA1	RPN1	NA	RRP9	SC5D	SCD	SDF2L1	NA	SERP1	SERPINH1	SKAP2	SLA	SLC1A4	SLC1A5	SLC2A1	SLC2A3	SLC37A4	SLC6A6	NA	SLC7A5	SLC9A3R1	SORD	SQLE	SQSTM1	SRD5A1	SSR1	STARD4	STC1	SYTL2	TCEA1	TES	TFRC	TM7SF2	TMEM97	TOMM40	TPI1	LOC100010939	NA	UCHL5	LOC103093560	UNG	USO1	VLDLR	WARS1	NA	YKT6
HALLMARK_MYC_TARGETS_V1	na	ABCE1	ACP1	AIMP2	AP3S1	APEX1	BUB3	C1QBP	CAD	CANX	CBX3	NA	CCT2	CCT3	CCT4	CCT5	CCT7	CDC20	CDC45	CLNS1A	CNBP	COPS5	CSTF2	CTPS1	CUL1	LOC100017630	DDX18	DDX21	DEK	DHX15	DUT	EEF1B2	EIF1AX	EIF2S1	EIF2S2	EIF3B	EIF3D	EIF3J	NA	EIF4A1	EIF4E	EIF4G2	EIF4H	EPRS1	ERH	ETF1	EXOSC7	FAM120A	FBL	G3BP1	NA	NA	GLO1	GNL3	GOT2	GSPT1	LOC100012785	HDAC2	HDDC2	HDGF	HNRNPA2B1	HNRNPA3	HNRNPC	HNRNPD	HNRNPR	HNRNPU	HPRT1	NA	HSPD1	HSPE1	IARS1	IFRD1	ILF2	IMPDH2	LOC100029003	KPNA2	KPNB1	LDHA	LSM2	LSM7	MAD2L1	MCM2	MCM4	MCM5	MCM6	MCM7	LOC100010704	MRPL9	MRPS18B	MYC	NAP1L1	NCBP1	LOC100021231	LOC100027785	NDUFAB1	NHP2	NME1	NOLC1	NOP16	NOP56	NA	ODC1	NA	ORC2	PA2G4	PABPC1	PABPC4	PCNA	PGK1	PHB1	PHB2	POLD2	POLE3	PPIA	PPM1G	PRDX3	PRDX4	PRPF31	PRPS2	PSMA1	PSMA4	PSMA6	PSMA7	LOC100016464	PSMB3	PSMC4	PSMC6	PSMD1	PSMD14	PSMD3	PSMD7	NA	PTGES3	PWP1	RACK1	RAD23B	RAN	RFC4	RNPS1	RPL14	RPL18	RPL22	RPL34	RPL6	RPLP0	RPS10	RPS2	RPS3	RPS6	RRM1	RRP9	LOC100023744	RUVBL2	SERBP1	SET	SF3A1	SF3B3	SLC25A3	SMARCC1	SNRPA	SNRPA1	SNRPB2	SNRPD1	SNRPD2	SNRPD3	SNRPG	SRM	SRPK1	SRSF1	SRSF2	SRSF3	SRSF7	SSB	SSBP1	STARD7	SYNCRIP	TARDBP	TCP1	TFDP1	TOMM70	TRA2B	TUFM	TXNL4A	NA	U2AF1	UBA2	UBE2E1	UBE2L3	USP1	VDAC1	VDAC3	XPO1	XRCC6	YWHAE	YWHAQ
HALLMARK_MYC_TARGETS_V2	na	AIMP2	BYSL	CBX3	DCTPP1	DDX18	DUSP2	EXOSC5	FARSA	GNL3	LOC100032849	HSPD1	HSPE1	IMP4	IPO4	LAS1L	MAP3K6	MCM4	MCM5	MPHOSPH10	MRTO4	MYC	NIP7	NOC4L	NOLC1	NOP16	NOP2	NOP56	NA	PA2G4	PES1	PHB1	PLK1	PLK4	PPAN	PPRC1	PRMT3	PUS1	RABEPK	RCL1	RRP12	RRP9	SLC19A1	SLC29A2	SORD	SRM	SUPV3L1	TBRG4	TMEM97	UNG	UTP20	WDR43	WDR74
HALLMARK_MYOGENESIS	na	ABLIM1	ACHE	ACSL1	ACTA1	ACTC1	ACTN2	ACTN3	ADAM12	ADCY9	AEBP1	AGL	AGRN	AK1	AKT2	ANKRD2	APLNR	APOD	APP	ATP2A1	ATP6AP1	BAG1	BDKRB2	BHLHE40	BIN1	CACNA1H	CACNG1	CAMK2B	CASQ1	CASQ2	CD36	CDH13	CDKN1A	CHRNA1	CHRNB1	CHRNG	CKB	CKM	CKMT2	CLU	CNN3	NA	COL1A1	COL3A1	COL4A2	NA	LOC100012494	NA	CRAT	CRYAB	CSRP3	CTF1	DAPK2	DENND2B	DES	DMD	NA	NA	DTNA	EFS	EIF4A2	ENO3	ERBB3	NA	LOC100021214	FGF2	FHL1	FKBP1B	FLII	FST	NA	GAA	NA	GADD45B	GJA5	GNAO1	GSN	HBEGF	HDAC5	HSPB2	IFRD1	IGF1	IGFBP3	IGFBP7	ITGB1	ITGB4	ITGB5	KCNH1	KCNH2	KIFC3	KLF5	LAMA2	LARGE1	LDB3	NA	MAPK12	MAPRE3	MEF2A	MEF2C	MEF2D	MRAS	MYBPC3	MYBPH	MYF6	MYH1	MYH11	LOC100027388	MYH4	MYH7	MYH9	MYL1	MYL2	MYL3	MYL4	MYL7	MYLK	MYL11	MYO1C	MYOG	MYOM1	MYOM2	MYOZ1	NAV2	NCAM1	NOS1	NOTCH1	NQO1	OCEL1	PC	PDE4DIP	PDLIM7	PGAM2	PICK1	PKIA	NA	PPFIA4	PPP1R3C	PRNP	PSEN2	PTGIS	PTP4A3	NA	PYGM	RB1	REEP1	RIT1	RYR1	SCD	NA	SGCA	SGCD	SGCG	SH2B1	NA	NA	SLC6A8	NA	SORBS1	NA	SPARC	SPDEF	SPEG	SPHK1	SPTAN1	NA	STC2	SVIL	SYNGR2	TAGLN	TCAP	TEAD4	TGFB1	TNNC1	TNNC2	TNNI1	TNNT2	TPD52L1	TPM2	TPM3	TSC2	VIPR1	WWTR1
HALLMARK_NOTCH_SIGNALING	na	APH1A	ARRB1	NA	CUL1	DLL1	DTX1	NA	DTX4	FBXW11	FZD1	FZD5	FZD7	HES1	HEYL	JAG1	KAT2A	LFNG	MAML2	NOTCH1	NOTCH2	NOTCH3	PPARD	PRKCA	PSEN2	PSENEN	RBX1	SAP30	LOC100017588	ST3GAL6	TCF7L2	WNT2	WNT5A
HALLMARK_OXIDATIVE_PHOSPHORYLATION	na	ABCB7	ACAA1	ACAA2	ACADM	ACADSB	ACADVL	ACAT1	ACO2	AFG3L2	AIFM1	ALAS1	ALDH6A1	ATP1B1	ATP5F1A	ATP5F1B	ATP5F1C	ATP5F1D	ATP5F1E	ATP5MC1	ATP5MC3	NA	NA	ATP5MG	ATP5PB	ATP5PD	ATP5PF	NA	ATP6AP1	ATP6V0B	ATP6V0C	LOC100018100	ATP6V0E1	ATP6V1C1	ATP6V1D	ATP6V1E1	ATP6V1F	ATP6V1G1	ATP6V1H	BAX	BCKDHA	BDH2	CASP7	LOC100021387	LOC100020587	LOC100016508	LOC100018068	LOC100030336	LOC100026117	LOC100013297	LOC100030489	NA	LOC100032291	LOC100012618	COX7C	LOC100021477	LOC100017630	LOC100010620	DECR1	DLAT	DLD	DLST	ECH1	ECHS1	ECI1	ETFA	ETFB	ETFDH	FDX1	FH	FXN	GLUD1	GOT2	GPI	GPX4	GRPEL1	HADHA	HADHB	LOC100018151	HSD17B10	HSPA9	HTRA2	IDH1	IDH2	IDH3A	IDH3B	IDH3G	IMMT	ISCA1	ISCU	NA	LDHA	LDHB	LRPPRC	LOC100027805	MDH1	MDH2	MFN2	MGST3	MPC1	MRPL11	MRPL15	MRPL35	MRPS11	MRPS12	MRPS15	MRPS22	MRPS30	MTRF1	MTRR	MTX2	NDUFA1	NDUFA2	NDUFA3	NDUFA4	NDUFA5	NDUFA6	NDUFA8	NDUFA9	NDUFAB1	NDUFB1	NA	NDUFB4	NDUFB5	NDUFB6	NDUFB7	NDUFB8	NDUFC1	NDUFS1	NDUFS2	NA	NDUFS4	LOC100030784	NDUFS7	NDUFV1	NDUFV2	NNT	LOC100028625	OAT	OGDH	OPA1	OXA1L	PDHA1	PDHB	PDHX	PDK4	PDP1	PHB2	PHYH	PMPCA	POLR2F	LOC100619047	PRDX3	RETSAT	RHOT1	RHOT2	SDHA	SDHB	SDHC	SDHD	SLC25A11	SLC25A12	SLC25A20	SLC25A3	SLC25A4	SLC25A6	SUCLA2	SUCLG1	SUPV3L1	SURF1	NA	TIMM10	NA	TIMM17A	TIMM50	TIMM8B	TIMM9	TOMM22	TOMM70	UQCR11	LOC100030139	LOC100020379	LOC100026672	LOC100012527	NA	LOC100015788	VDAC1	VDAC2	VDAC3
HALLMARK_P53_PATHWAY	na	ABAT	ABCC5	ABHD4	ADA	AEN	AK1	ANKRA2	APAF1	APP	ATF3	BAIAP2	BAK1	BAX	BLCAP	BMP2	BTG1	BTG2	CCND2	CCND3	CCNG1	CCNK	CCP110	CD82	CDH13	CDK5R1	CDKN1A	CDKN2A	CDKN2AIP	CDKN2A	CEBPA	CGRRF1	CLCA2	COQ8A	CTSF	CYFIP2	LOC100029860	DDB2	DDIT4	DEF6	DNTTIP2	DRAM1	EI24	ELP1	EPHA2	EPHX1	F2R	FAM162A	FBXW7	FDXR	FGF13	FOS	FOXO3	FUCA1	GADD45A	GLS2	GM2A	GPX2	LOC100012064	HBEGF	HDAC3	HEXIM1	HINT1	HMOX1	LOC100030714	HRAS	HSPA4L	IER3	IFI30	IL1A	INHBB	IP6K2	IRAG2	IRAK1	ISCU	NA	ITGB4	JAG2	JUN	KIF13B	KLF4	LOC100618756	LDHB	LIF	MAPKAPK3	MDM2	MKNK2	MXD1	MXD4	NDRG1	NHLH2	NINJ1	NOL8	NOTCH1	NUDT15	NUPR1	OSGIN1	PCNA	PDGFA	PERP	PHLDA3	NA	PITPNC1	PLK2	PLK3	NA	PMM1	POLH	LOC100029343	PPM1D	PRKAB1	PTPN14	PTPRE	RAB40C	RACK1	RAD51C	RAD9A	RALGDS	RAP2B	RB1	RETSAT	RGS16	RHBDF2	RNF19B	RPL18	LOC100012489	RPS12	RPS27L	RRP8	RXRA	S100A10	LOC100014492	SAT1	SEC61A1	SERPINB5	SESN1	SFN	SLC19A2	NA	SLC3A2	NA	SPHK1	ST14	STEAP3	STOM	TAP1	TCN2	TGFA	TGFB1	LOC100017577	TM7SF3	NA	TNNI1	TP63	TPD52L1	TPRKB	TRAF4	TRAFD1	TRIAP1	TSC22D1	TXNIP	UPP1	VAMP8	VDR	LOC100030199	WRAP73	WWP1	XPC	ZBTB16	ZFP36L1	ZMAT3	ZNF365
HALLMARK_PANCREAS_BETA_CELLS	na	ABCC8	AKT3	DPP4	ELP4	FOXA2	FOXO1	GCG	GCK	HNF1A	IAPP	INSM1	ISL1	MAFB	NEUROD1	NKX2-2	NKX6-1	PAK3	PAX6	PCSK1	PCSK2	PDX1	PKLR	NA	NA	SLC2A2	SPCS1	SRP14	SRP9	SRPRB	SST	STXBP1	SYT13	VDR
HALLMARK_PEROXISOME	na	LOC100027288	LOC100027288	ABCB9	ABCC5	ABCC8	ABCD1	ABCD2	ABCD3	ACAA1	ACOT8	NA	ACSL1	ACSL4	ACSL5	ALB	ALDH1A4	NA	ATXN1	BCL10	CACNA1B	CADM1	CAT	CDK7	CEL	CLN6	CLN8	CNBP	CRABP1	CRABP2	CRAT	CTBP1	CTPS1	DHRS3	NA	DLG4	ECH1	ECI2	EHHADH	ELOVL5	EPHX2	NA	ERCC3	ESR2	FABP6	NA	LOC100021214	CLDN15	GNPAT	GSTK1	HAO2	HMGCL	HRAS	LOC100016979	HSD17B4	HSD3B7	IDH1	IDH2	LOC100021638	ISOC1	ITGB1BP1	LONP2	MLYCD	MSH2	MVP	NR1I2	NUDT19	PABPC1	PEX11A	PEX11B	PEX13	PEX14	PEX2	PEX5	PEX6	PRDX1	PRDX5	RDH11	RETSAT	RXRG	SCP2	SEMA3C	SERPINA6	SIAH1	SLC23A2	SLC25A17	SLC25A19	SLC25A4	SLC27A2	SLC35B2	SMARCC1	SOD1	SOD2	STS	TOP2A	NA	TTR	VPS4B	YWHAH
HALLMARK_PI3K_AKT_MTOR_SIGNALING	na	ACACA	ACTR2	NA	ADCY2	AKT1	AP2M1	ARF1	ARHGDIA	ARPC3	ATF1	CAB39	CAB39L	CALR	CDK1	CDKN1A	CDKN1B	CLTC	CSNK2B	CXCR4	DAPP1	NA	E2F1	ECSIT	EGFR	EIF4E	FGF17	FGF6	GNA14	GRB2	GSK3B	HRAS	HSP90B1	NA	IRAK4	ITPR2	LCK	MAP2K3	MAP2K6	MAP3K7	MAPK1	MAPK10	MAPK8	MAPK9	MAPKAP1	MKNK1	MKNK2	NCK1	NFKBIB	NGF	NOD1	PAK4	PDK1	PFN1	NA	PIKFYVE	PIN1	PLA2G12A	PLCB1	PLCG1	PPP2R1B	PRKAA2	PRKAG1	PRKAR2A	PRKCB	PTEN	PTPN11	RAC1	RAF1	RALB	RIPK1	RIT1	RPS6KA1	RPS6KA3	RPTOR	SFN	SLA	SLC2A1	SMAD2	SQSTM1	TIAM1	TNFRSF1A	TRAF2	TSC2	NA	UBE2N	VAV3	YWHAB
HALLMARK_PROTEIN_SECRETION	na	ABCA1	ADAM10	NA	AP1G1	AP2B1	AP2M1	AP2S1	AP3B1	AP3S1	ARCN1	ARF1	ARFGAP3	ARFGEF1	ARFGEF2	ARFIP1	ATP1A1	ATP6V1B1	ATP6V1H	ATP7A	BET1	BNIP3	CAV2	CLCN3	CLN5	CLTA	CLTC	COG2	COPB1	COPB2	COPE	LOC100010381	DNM1L	DOP1A	DST	EGFR	ERGIC3	NA	GBF1	GLA	GNAS	GOLGA4	GOSR2	IGF2R	KIF1B	LAMP2	LMAN1	M6PR	MAPK1	MON2	NAPA	NAPG	OCRL	PAM	PPT1	RAB14	RAB22A	RAB2A	RAB5A	RAB9A	RER1	RPS6KA3	SCAMP1	SCAMP3	SCRN1	SEC22B	SEC24D	SEC31A	NA	SH3GL2	SNAP23	SNX2	SOD1	NA	TMEM236	FAM76A	STX16	STX7	TMED10	TMED2	TMX1	TOM1L1	TPD52	TSG101	TSPAN8	USO1	VAMP3	LOC100016646	VAMP7	VPS45	VPS4B	YIPF6	YKT6	ZW10
HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	na	ABCC1	ATOX1	CAT	CDKN2D	EGLN2	ERCC2	FES	NA	G6PD	GCLC	GCLM	GLRX	NA	GPX4	GSR	HHEX	HMOX2	IPCEF1	JUNB	LAMTOR5	MBP	MGST1	LOC100012330	MSRA	NDUFA6	NDUFB4	NDUFS2	NQO1	LOC100010081	PDLIM1	PFKP	PRDX1	PRDX2	PRDX4	PRDX6	PRNP	PTPA	SBNO2	SCAF4	SELENOS	SOD1	SOD2	SRXN1	TXNRD2
HALLMARK_SPERMATOGENESIS	na	NA	NA	ACTL7B	ADAD1	ADAM2	ADCYAP1	AGFG1	AKAP4	LOC100015976	ARL4A	ART3	AURKA	BRAF	BUB1	CCNA1	CCNB2	CCT6B	CDK1	CDKN3	CFTR	CHFR	CLGN	CLPB	CLVS1	COIL	LOC100015721	CSNK2A2	DBF4	DCC	DDX25	DDX4	DMC1	DMRT1	LOC100021798	EZH2	NA	GAD1	GAPDHS	GFI1	GMCL1	GPR182	GRM8	GSG1	LOC100033072	NA	HOXB1	HSPA2	HSPA4L	HTR5A	IFT88	NA	IL13RA2	IP6K1	JAM3	KIF2C	LOC100028290	NA	MAP7	MAST2	NA	MLF1	MLLT10	MTNR1A	NA	NCAPH	NEFH	NEK2	NF2	NOS1	NPHP1	NPY5R	OAZ3	ODF1	NA	PAPOLA	PARP2	PCSK4	PDHA1	PEBP1	PGK1	PGS1	PHF7	PHKG2	PIAS2	POMC	PRKAR2A	PSMG1	RAD17	RFC4	SCG3	SCG5	NA	SHE	SIRT1	SLC12A2	LOC100010471	SPATA6	STAM2	STRBP	SYCP1	TALDO1	TCP11	TEKT2	THEG	TKTL1	LOC100021905	TNP1	LOC100030030	TSN	LOC100029170	TTK	TULP2	VDAC3	YBX2	ZC2HC1C	ZC3H14	ZNRF4	ZPBP
HALLMARK_TGF_BETA_SIGNALING	na	ACVR1	APC	ARID4B	BCAR3	BMP2	BMPR1A	BMPR2	CDH1	CDK9	CTNNB1	ENG	FKBP1A	FNTA	FURIN	HDAC1	HIPK2	ID1	ID2	ID3	IFNGR2	JUNB	KLF10	LOC100025872	LTBP2	MAP3K7	NCOR2	NOG	PMEPA1	PPM1A	RAB31	RHOA	SERPINE1	SKI	NA	SLC20A1	SMAD1	SMAD3	SMAD6	SMAD7	SMURF1	SMURF2	SPTBN1	TGFB1	TGFBR1	TGIF1	THBS1	TJP1	TRIM33	NA	WWTR1	XIAP
HALLMARK_TNFA_SIGNALING_VIA_NFKB	na	ABCA1	ACKR3	AREG	ATF3	ATP2B1	B4GALT1	B4GALT5	BCL2A1	BCL3	BHLHE40	NA	BMP2	BTG1	BTG2	LOC100022317	LOC103093665	LOC103093843	CCL20	LOC100017283	CCL5	CCN1	NA	CCNL1	NA	CD80	CD83	CDKN1A	CEBPB	CEBPD	NA	NA	LOC100023783	NA	CXCL11	LOC100023783	LOC100023783	DENND5A	DNAJB4	DRAM1	DUSP1	DUSP2	NA	DUSP5	EDN1	EFNA1	EGR1	EGR2	EGR3	EHD1	NA	NA	ETS2	F2RL1	F3	FJX1	FOS	FOSB	FOSL2	FUT4	G0S2	GADD45A	GADD45B	GCH1	GEM	GFPT2	LOC100617796	HBEGF	HES1	LOC103094024	LOC100027399	ID2	IER2	IER3	IFIH1	IFNGR2	IL12B	IL15RA	LOC103101367	IL1A	IL1B	IL6	IL6ST	IL7R	INHBA	IRF1	IRS2	JAG1	JUN	JUNB	KLF10	KLF4	KLF6	KLF9	KYNU	LAMB3	LDLR	LIF	LITAF	NA	MAFF	MAP2K3	MAP3K8	MCL1	MSC	MXD1	MYC	NAMPT	NFAT5	NFE2L2	NFIL3	NFKB1	NFKBIA	NFKBIE	NINJ1	NR4A2	NR4A3	PANX1	PDE4B	PDLIM5	PER1	PFKFB3	PLAU	NA	PLEK	PLK2	PLPP3	PMEPA1	PNRC1	PTGER4	PTGS2	PTPRE	PTX3	RCAN1	REL	RELA	RELB	RIPK2	RNF19B	SAT1	SDC4	SERPINB2	SERPINE1	SGK1	SIK1	SLC16A6	SLC2A3	SLC2A6	SMAD3	SOCS3	SOD2	SPHK1	SPSB1	SQSTM1	LOC100012174	TANK	TAP1	TGIF1	TIPARP	TLR2	TNC	TNF	NA	TNFAIP3	TNFAIP6	TNFAIP8	TNFRSF9	NA	TNIP1	TNIP2	TRAF1	TRIB1	TRIP10	TSC22D1	SLC22A23	VEGFA	YRDC	ZBTB10	ZC3H12A	ZFP36
HALLMARK_UNFOLDED_PROTEIN_RESPONSE	na	ALDH18A1	ARFGAP1	ATF3	ATF4	ATF6	ATP6V0D1	BAG3	BANF1	CALR	LOC100022317	LOC103093665	LOC103093843	CEBPB	CHAC1	CKS1B	CNOT2	CNOT4	CNOT6	CXXC1	DCP2	DCTN1	DDIT4	DDX10	DKC1	DNAJA4	DNAJB9	DNAJC3	EDC4	EDEM1	EEF2	EIF2AK3	EIF2S1	EIF4A1	EIF4A2	EIF4A3	EIF4E	EIF4G1	EXOC2	EXOSC1	EXOSC10	EXOSC2	EXOSC4	EXOSC5	EXOSC9	FKBP14	FUS	GEMIN4	GOSR2	LOC100024720	HERPUD1	HSP90B1	HSPA5	HSPA9	HYOU1	IARS1	LOC100024986	IGFBP1	IMP3	KDELR3	KHSRP	KIF5B	LSM1	LSM4	MTHFD2	MTREX	NABP1	NFYA	NFYB	NHP2	NOLC1	NOP14	NOP56	NA	PAIP1	PARN	PDIA5	PDIA6	POP4	PREB	PSAT1	RPS14	RRP9	SDAD1	NA	SEC31A	SERP1	SHC1	SLC1A4	SLC30A5	SLC7A5	SPCS1	SPCS3	SRPRA	SRPRB	SSR1	STC2	TARS1	TATDN2	SKIC3	SLC22A23	VEGFA	WFS1	WIPI1	NA	YWHAZ	ZBTB17
HALLMARK_UV_RESPONSE_DN	na	ABCC1	ACVR2A	ADD3	ADGRL2	AGGF1	AKT3	AMPH	ANXA2	ANXA4	APBB2	ARHGEF9	ATP2B1	ATP2B4	ATP2C1	ATRN	ATRX	ATXN1	BCKDHB	BDNF	BHLHE40	BMPR1A	CACNA1A	CAP2	CAV1	CCN1	CDC42BPA	CDK13	CDKN1B	CDON	CELF2	CITED2	COL11A1	COL1A1	COL3A1	COL5A2	DAB2	DDAH1	DLC1	DLG1	DMAC2L	DUSP1	DYRK1A	EFEMP1	ERBB2	F3	FYN	FZD2	GJA1	GRK5	HAS2	ID1	IGF1R	IGFBP5	INPP4B	INSIG1	IRS1	ITGB3	KALRN	KIT	LAMC1	LDLR	LPAR1	LTBP1	MAGI2	MAP1B	MAP2K5	MAPK14	MET	MGLL	MMP16	MRPS31	NA	MTA1	MYC	NEK7	NFIB	NFKB1	NIPBL	NOTCH2	NR1D2	NR3C1	NRP1	PDGFRB	PDLIM5	PEX14	PHF3	PIAS3	PIK3CD	NA	PLCB4	PLPP3	PMP22	PPARG	PRDM2	PRKAR2B	PRKCA	PTEN	PTPN21	PTPRM	RASA2	RBPMS	RGS4	RND3	RUNX1	RXRA	SCAF8	NA	SDC2	SERPINE1	SFMBT1	SIPA1L1	SLC7A1	SMAD3	SMAD7	SNAI2	SPOP	SRI	SYNE1	SYNJ2	TENT4A	TFPI	TGFBR2	TGFBR3	TJP1	TOGARAM1	LOC100015350	NA	VLDLR	WDR37	YTHDC1	ZMIZ1
HALLMARK_UV_RESPONSE_UP	na	LOC100027288	ACAA1	AGO2	ALAS1	ALDOA	AMD1	AP2S1	APOM	AQP3	NA	ATF3	ATP6V1C1	ATP6V1F	BAK1	BCL2L11	NA	BMP2	BSG	BTG1	BTG2	C4BPB	LOC100025850	CASP3	CCK	CCND3	CCNE1	CDC34	CDC5L	CDKN2A	CDO1	CHKA	CHRNA5	CLCN2	CLTB	CNP	LOC100027887	CREG1	LOC100020922	NA	LOC100023783	LOC100028075	CYB5R1	LOC100029871	DDX21	DGAT1	DLG4	LOC100014880	DNAJB1	E2F5	EIF2S3	EIF5	EPCAM	EPHX1	FEN1	FGF18	FKBP4	NA	FOS	FOSB	FURIN	GAL	GCH1	GGH	NA	GRINA	GRPEL1	LOC100024720	HMOX1	LOC100030714	HNRNPU	HSPA13	HSPA2	HTR7	HYAL2	LOC103094024	IGFBP2	IL6	IL6ST	IRF1	JUNB	KCNH2	KLHDC3	LHX2	LYN	MAOA	MAPK8IP2	MARK2	MGAT1	MMP14	LOC100010704	MSX1	LOC100027666	NFKBIA	NKX2-5	NPTX2	NTRK3	NUP58	NXF1	OLFM1	ONECUT1	PARP2	PDAP1	PDLIM3	PLCL1	POLE3	POLG2	POLR2H	PPAT	PPIF	PPP1R2	PPT1	PRKACA	PRKCD	PRPF3	PSMC3	PTPRD	RAB27A	RASGRP1	RET	RFC4	RPN1	RXRB	SELENOW	SHOX2	SIGMAR1	SLC25A4	SLC6A12	SLC6A8	SOD2	LOC100010137	SQSTM1	STARD3	TACR3	TAP1	TARS1	TFRC	TGFBRAP1	TMBIM6	TST	TYRO3	UROD	WIZ	YKT6
HALLMARK_WNT_BETA_CATENIN_SIGNALING	na	ADAM17	AXIN1	AXIN2	CCND2	NA	CTNNB1	CUL1	DKK1	DKK4	DLL1	DVL2	FZD1	FZD8	GNAI1	HDAC11	HDAC2	HDAC5	HEY1	HEY2	JAG1	JAG2	KAT2A	LEF1	MAML1	MYC	NCOR2	NCSTN	NKD1	NOTCH1	NOTCH4	NUMB	PPARD	PSEN2	PTCH1	RBPJ	SKP2	TCF7	WNT1	WNT5B	WNT6
HALLMARK_XENOBIOTIC_METABOLISM	na	ABCC2	ABCD2	ABHD6	ACO2	NA	ACOX2	ACOX3	ACP1	ACP2	LOC100619197	LOC100618327	LOC100015779	AHCY	LOC100022478	LOC100022478	ALAS1	ALDH2	ALDH3A1	NA	ANGPTL3	AOX1	AP4B1	APOE	AQP9	ARG1	ARG2	ARPP19	ASL	ATOH8	ATP2A2	BCAT1	BLVRB	BPHL	LOC100025850	CASP6	CAT	LOC100015233	LOC100015316	CCL25	CD36	CDA	CDO1	NA	C2	CNDP2	COMT	CROT	CSAD	LOC100021477	CYFIP2	NA	LOC100029871	LOC100029871	LOC100023867	CYP27A1	LOC100023204	LOC100015828	LOC100031907	LOC100018994	LOC100013359	LOC100013494	LOC100029860	DDAH2	DDC	DHPS	DHRS1	DHRS7	ECH1	ELOVL5	ENPEP	ENTPD5	EPHA2	EPHX1	ESR1	ETFDH	ETS2	F10	LOC100013939	FABP1	FAH	FBLN1	FBP1	FETUB	NA	LOC100020096	G6PC1	NA	GAD1	GART	GCH1	GCKR	GCLC	GCNT2	GNMT	GSR	GSS	LOC100022164	GSTT2B	NA	HES6	HGFAC	HMOX1	LOC100030714	HNF4A	HPRT1	HRG	HSD17B2	ID2	IDH1	IGF1	IGFBP1	IGFBP4	NA	ITIH1	NA	JUP	LOC100029003	KYNU	LCAT	LEAP2	LONP1	LPIN2	LOC100023598	MAOA	MARCHF6	LOC100016460	MCCC2	MPP2	NA	MTHFD1	NDRG2	NFS1	NINJ1	NMT1	NPC1	NQO1	PAPSS2	PC	PDK4	PDLIM5	PEMT	PGD	PGRMC1	PINK1	PLG	PMM1	LOC100619047	PPARD	PROS1	PSMB10	PTGDS	PTGES	PTGES3	PTGR1	PTS	PYCR1	RBP4	RETSAT	SAR1B	SERPINA6	SERPINE1	NA	SLC12A4	SLC1A5	SLC22A1	NA	SLC46A3	SLC6A12	SLC6A6	SPINT2	SSR3	TAT	TDO2	TGFB2	TKFC	TMBIM6	TMEM97	TNFRSF1A	TPST1	TTPA	TYR	UGDH	UPB1	UPP1	LOC100031271	VTN	XDH