HALLMARK_ADIPOGENESIS	na	ABCA1	ABCB8	ACAA2	ACADL	RABGGTB	ACADS	ACLY	ACO2	ACOX1	ADCY6	ADIPOQ	ADIPOR2	AGPAT3	AK2	ALDH2	ALDOA	ANGPT1	ANGPTL4	APLP2	APOE	ARAF	ARL4A	ATL2	ATP1B3	ATP5PO	BAZ2A	BCKDHA	BCL2L13	BCL6	LOC100074341	CAT	CCNG2	CD36	CDKN2C	CHCHD10	CHUK	CMBL	CMPK1	COL15A1	COL4A1	COQ3	LOC100089054	COQ9	NA	CPT2	CRAT	CS	LOC107546954	LOC100090373	DBT	DDT	DECR1	DGAT1	ZDHHC13	DHRS7B	DLAT	DLD	DNAJB9	DRAM2	ECH1	ECHS1	ELMOD3	ELOVL6	ENPP2	EPHX2	ESYT1	ETFB	FAH	FZD4	G3BP2	NA	GBE1	GHITM	GPAM	GPD2	GPHN	GPX4	GRPEL1	HADH	HIBCH	HSPB8	IDH3A	IDH3G	IFNGR1	IMMT	ITGA7	ITIH5	ITSN1	JAGN1	LAMA4	LEP	LIFR	LIPE	LPCAT3	LPL	MAP4K3	MCCC1	MDH2	ME1	MGLL	MGST3	MIGA2	MRPL15	LOC114805660	MTCH2	NABP1	NDUFA5	NDUFS3	NMT1	OMD	LOC100078548	PDCD4	PEMT	PEX14	PFKFB3	NA	PHLDB1	PHYH	LOC103166048	PPARG	PPM1B	PPP1R15B	PRDX3	PREB	PTCD3	LOC114811036	RAB34	REEP6	LOC103165823	RETSAT	RIOK3	NA	RNF11	RREB1	SAMM50	SCARB1	SDHB	SDHC	SLC19A1	SLC1A5	NA	SLC27A1	SLC5A6	SLC66A3	SORBS1	SPARCL1	SQOR	SSPN	STOM	SUCLG1	SULT1A	TALDO1	TANK	TKT	TOB1	TST	UBQLN1	UCK1	UCP2	UQCR11	LOC100074417	LOC100080559	NA	YWHAG
HALLMARK_ALLOGRAFT_REJECTION	na	AARS1	ABCE1	ABI1	ACVR2A	AKT1	APBB1	B2M	BCAT1	BCL3	C2	CAPG	NA	NA	NA	LOC100089603	NA	CCND2	CCND3	LOC100083187	NA	NA	CD247	CD28	LOC100090811	NA	CD40LG	CD47	CD74	CD79A	CD86	CD8A	LOC103171163	CFP	CRTAM	CSF1	CSK	CTSS	DARS1	DEGS1	DYRK3	EGFR	EIF3A	EIF3D	EIF3J	EIF4G3	EIF5A	EREG	ETS1	F2	F2R	FAS	FASLG	NA	FGR	FLNA	GALNT1	LOC100092145	GCNT1	GLMN	LOC103170762	GZMB	HCLS1	HDAC9	HIF1A	LOC100078585	LOC100091425	LOC100529072	NA	NA	NA	NA	LOC100091425	NA	LOC100078585	LOC100091425	LOC100529072	NA	NA	ICOSLG	NA	IFNGR1	IFNGR2	IGSF6	IKBKB	IL10	IL12A	IL12B	IL12RB1	IL15	IL16	IL18	IL18RAP	LOC103165286	IL27RA	IL2RA	IL4R	IL6	INHBA	INHBB	IRF4	IRF7	IRF8	ITGAL	ITGB2	ITK	JAK2	LCK	NA	LIF	LTB	LY75	LY86	LYN	MAP4K1	MBL2	MRPL3	MTIF2	NCF4	NCK1	LOC100090598	NME1	NOS2	NPM1	NA	PRKCB	PRKCG	PSMB10	PTPN6	PTPRC	RARS1	RIPK2	RPL39	RPL3L	RPL9	RPS19	LOC100093255	RPS9	NA	SOCS1	SPI1	SRGN	ST8SIA4	STAB1	TAP1	TAP2	TGFB1	TGFB2	THY1	NA	TLR3	TPD52	TRAF2	UBE2N	WARS1	WAS
HALLMARK_ANDROGEN_RESPONSE	na	ABCC4	ABHD2	ACSL3	ACTN1	ADRM1	AKAP12	AKT1	ALDH1A3	ANKH	APPBP2	ARID5B	B2M	B4GALT1	BMPR1B	CAMKK2	CCND1	CCND3	CDK6	CENPN	DBI	DHCR24	DNAJB9	ELK4	ELL2	ELOVL5	FADS1	GNAI3	GPD1L	GSR	GUCY1A1	LOC100086507	HMGCR	HMGCS1	HOMER2	HPGD	IDI1	INPP4B	INSIG1	IQGAP2	ITGAV	LOC100078521	LIFR	LMAN1	MAK	MAP7	MERTK	LOC100092114	NCOA4	NDRG1	NGLY1	NA	PA2G4	PGM3	PIAS1	PLPP1	PMEPA1	PTK2B	PTPN21	RAB4A	RPS6KA3	RRP12	SAT1	SCD	SEC24D	SGK1	SLC26A2	SLC38A2	SMS	SORD	SPCS3	SPDEF	SRF	SRP19	STEAP4	STK39	TMEM50A	TMPRSS2	TNFAIP8	TPD52	TSC22D1	UAP1	UBE2J1	XRCC5	XRCC6	ZBTB10	ZMIZ1
HALLMARK_ANGIOGENESIS	na	APOH	APP	CCND2	COL3A1	COL5A2	LOC100080367	FGFR1	ITGAV	JAG1	JAG2	KCNJ8	LPL	LRPAP1	LUM	MSX1	NRP1	OLR1	PDGFA	LOC114813811	PGLYRP1	POSTN	PTK2	S100A4	SLCO2A1	SPP1	STC1	THBD	NA	TNFRSF21	VAV2	NA	VTN
HALLMARK_APICAL_JUNCTION	na	ACTA1	LOC100088994	ACTB	ACTC1	ACTG2	ACTN1	ACTN2	ACTN4	ADAM23	ADAM9	ADRA1B	AKT3	LOC100078105	AMH	AMIGO1	ARHGEF6	ARPC2	ATP1A3	B4GALT1	BAIAP2	BMP1	CADM2	CALB2	CAP1	LOC100074433	CD34	CD86	CD99	CDH3	CDH11	CDH15	CDH3	CDH4	LOC100078953	CDH8	CDK8	CDSN	CERCAM	CLDN11	CLDN14	CLDN18	CLDN19	CLDN4	CLDN5	CLDN6	CLDN7	CLDN9	CNTN1	COL9A1	CRAT	CTNNA1	CTNND1	DLG1	NA	DSC1	LOC100084968	EGFR	EPB41L2	EVL	EXOC4	FBN1	FLNC	FSCN1	GAMT	GNAI1	GNAI2	GRB7	GTF2F1	HADH	HRAS	IKBKG	INPPL1	INSIG1	IRS1	ITGA10	ITGA2	ITGA3	ITGA9	ITGB1	ITGB4	JAM3	JUP	KCNH2	LOC100074485	LOC114815087	LAMA3	LAMB3	LAMC2	LDLRAP1	LIMA1	MAP3K20	MAP4K2	MAPK11	MAPK14	MDK	MMP2	MPZL1	MPZL2	MSN	MVD	MYH10	MYH9	LOC100092114	MYL9	NECTIN1	NECTIN2	NECTIN3	NEXN	NF1	NF2	NFASC	NRAP	NRTN	NRXN2	PARVA	PCDH1	PDZD3	NA	PFN1	PIK3CB	PIK3R3	PKD1	PLCG1	PPP2R2C	PTK2	PTPRC	RAC2	RASA1	NA	RSU1	SDC3	SGCE	SHC1	SHROOM2	SKAP2	SLC30A3	SLIT2	SORBS3	STX4	SYK	SYMPK	TAOK2	TGFBI	THBS3	THY1	TIAL1	TJP1	TNFRSF11B	TRAF1	LOC100079565	TSC1	TUBG1	VAV2	VCAM1	NA	VCL	VWF	WASL	YWHAH	ZYX
HALLMARK_APICAL_SURFACE	na	ADAM10	ADIPOR2	AFAP1L2	APP	ATP6V0A4	ATP8B1	B4GALT1	CROCC	CRYBG1	DCBLD2	EFNA5	EPHB4	FLOT2	GATA3	LOC100681387	HSPB1	LYN	LYPD3	MAL	MDGA1	NCOA6	NTNG1	PKHD1	PLAUR	RHCG	SHROOM2	SLC2A4	SRPX	LOC100075030	THY1
HALLMARK_APOPTOSIS	na	ADD1	ANKH	ANXA1	APP	ATF3	AVPR1A	BAX	BCAP31	BCL2L1	BCL2L11	BCL2L2	BGN	NA	LOC100077243	BMP2	BTG3	LOC100078458	CASP2	CASP3	LOC100078458	CASP6	CASP7	CASP8	CASP9	CAV1	CCNA1	CCND1	CCND2	CD14	NA	LOC100091714	CDC25B	CDK2	CDKN1B	CLU	CREBBP	CTH	CTNNB1	CYLD	DAP	DAP3	DCN	DDIT3	DFFA	DIABLO	DNAJA1	DNAJC3	DNM1L	DPYD	EBP	EGR3	NA	ENO2	ERBB2	ERBB3	EREG	ETF1	F2	F2R	FAS	FASLG	FDXR	FEZ1	NA	GCH1	GNA15	GPX4	GSN	GSR	LOC100086507	HGF	HMOX1	HSPB1	IER3	IFN5	IFNGR1	IGF2R	IL18	LOC103165286	IL6	ISG20	KRT18	LEF1	LGALS3	LMNA	LUM	MADD	MGMT	MMP2	NEDD9	PAK1	PDCD4	PDGFRB	PEA15	PLAT	PLCB2	PPP2R5B	PPP3R1	PPT1	NA	PSEN1	PSEN2	PTK2	RARA	RELA	RETSAT	RHOB	RHOT2	RNASEL	ROCK1	SAT1	SATB1	SC5D	SLC20A1	SOD2	SPTAN1	SQSTM1	TAP1	TGFB2	TGFBR3	NA	TIMP3	TNFRSF12A	TNFSF10	TOP2A	TXNIP	VDAC2	WEE1	XIAP
HALLMARK_BILE_ACID_METABOLISM	na	ABCA1	ABCA3	ABCA4	ABCA5	LOC100078462	LOC100078462	LOC100078462	ABCD1	ABCD2	ABCD3	ABCG8	ACSL1	ACSL5	AGXT	AKR1D1	ALDH1A1	ALDH8A1	ALDH9A1	AMACR	APOA1	AQP9	ATXN1	BBOX1	BCAR3	BMP6	CAT	CH25H	LOC100077745	LOC100093207	LOC100080779	LOC100082015	LOC100079392	LOC100081634	DHCR24	DIO1	EFHC1	EPHX2	FADS1	FDXR	NA	GCLM	GNMT	GNPAT	GSTK1	HACL1	HAO1	LOC100085529	HSD17B4	NA	IDH2	IDI1	LCK	LIPE	LONP2	MLYCD	NEDD4	NPC1	NR0B2	NR1H4	NR3C2	NUDT12	OPTN	PECR	PEX1	PEX11G	PEX12	PEX13	PEX16	PEX19	NA	PEX6	PEX7	PFKM	PHYH	PIPOX	PNPLA8	NA	PXMP2	RBP1	RETSAT	RXRA	SLC22A18	SLC23A1	SLC23A2	SLC27A2	SLC27A5	SLC29A1	SOAT2	SULT1B1	SULT2B1	TFCP2L1	TTR
HALLMARK_CHOLESTEROL_HOMEOSTASIS	na	ACAT2	ALCAM	ALDOC	ANTXR2	ANXA13	ANXA5	ATF3	ATXN2	AVPR1A	CBS	CD9	CLU	CPEB2	CTNNB1	CXCL16	LOC100087589	ZDHHC13	EBP	ECH1	ERRFI1	ETHE1	FABP5	FDFT1	GLDC	GNAI1	GPX8	GUSB	HMGCR	HMGCS1	HSD17B7	IDI1	JAG1	LDLR	LGALS3	LGMN	LPL	LSS	MVD	NIBAN1	NSDHL	PCYT2	PDK3	PLAUR	PLSCR1	PPARG	S100A10	SC5D	SCD	SEMA3B	SQLE	SREBF2	STARD4	STX5	TM7SF2	TNFRSF12A	TP53INP1
HALLMARK_COAGULATION	na	LOC100090391	LOC100090399	ACOX2	ADAM9	ANXA1	APOA1	NA	APOC3	NA	BMP1	C1S	C2	LOC100074341	C8A	C8B	C9	CAPN2	CAPN5	CASP9	CD9	CFD	NA	CFI	CLU	COMP	CPB2	CPN1	CPQ	NA	CTSB	CTSH	CTSK	ASIC5	LOC100093369	DCT	NA	DUSP14	DUSP6	F10	LOC100089965	F12	F13B	F2	F2RL2	F3	F8	F9	FBN1	NA	FGG	FN1	FURIN	FYN	GDA	GNB2	NA	GSN	HMGCS2	HNF4A	HTRA1	ISCU	ITGA2	ITGB3	KLF7	KLK8	LOC107548055	LGMN	LTA4H	MASP2	MBL2	MEP1A	LOC100078975	LOC100077197	MMP11	MMP14	MMP15	MMP2	LOC100079007	NA	MST1	OLR1	P2RY1	NA	NA	PEF1	PLAT	PLAU	PLEK	LOC100088128	PREP	PROC	PROS1	PROZ	PRSS23	RABIF	RAC1	RAPGEF3	RGN	S100A13	LOC100087033	SERPINC1	SERPINE1	SERPING1	SIRT2	SPARC	TF	THBD	THBS1	NA	TIMP3	TMPRSS6	USP11	VWF	WDR1
HALLMARK_COMPLEMENT	na	ACTN2	ADAM9	AKAP10	ANXA5	APOA4	BRPF3	C1QB	C1S	C2	LOC100074341	C9	LOC100075583	LOC100078458	LOC100092695	CASP3	LOC100078458	LOC100078458	CASP7	CASP9	CBLB	CD36	CD40LG	NA	FBXO3	CDA	CDH13	CDK5R1	CEBPB	NA	CLU	COL4A2	LOC107547261	CPM	CPQ	LOC100084581	LOC100084581	NA	CTSB	CTSC	CTSD	CTSH	CTSL	LOC100093369	LOC100093403	ASIC5	CTSS	LOC100093369	LOC100080367	DGKG	DGKH	NA	DOCK4	DOCK9	NA	DUSP5	DUSP6	DYRK2	EHD1	LOC100081647	F10	F2	F3	F5	F8	FN1	FYN	GATA3	GCA	GMFB	GNAI2	GNAI3	GNB2	GNB4	GNG2	GNGT2	NA	GPD2	GRB2	GZMB	HNF4A	HPCAL4	LOC100091897	HSPA5	IL6	IRF2	IRF7	LOC100085462	NA	NA	JAK2	KCNIP2	KCNIP3	KIF2A	KLK1	KYNU	LAP3	LCK	NA	LGALS3	LGMN	LIPA	LTA4H	TF	LYN	ME1	LOC100077197	LOC100078901	MMP14	MMP15	LOC100079007	NA	OLR1	PCLO	NA	PDP1	PFN1	PHEX	PIK3CA	PIK3CG	PIK3R5	PIM1	PLA2G4A	PLA2G7	PLAT	PLAUR	PLEK	LOC100088128	PLSCR1	PPP2CB	PPP4C	PRCP	PRDM4	PREP	PRKCD	LOC100088455	LOC114817752	PSEN1	PSMB9	RABIF	RAF1	RASGRP1	RBSN	RCE1	RHOG	RNF4	S100A13	SCG3	LOC100087033	SERPINC1	SERPINE1	SERPING1	SH2B3	SIRT6	SPOCK2	STX4	NA	TMPRSS6	TNFAIP3	USP14	USP15	USP16	USP8	VCPIP1	WAS	XPNPEP1	ZEB1	ZFPM2
HALLMARK_DNA_REPAIR	na	AAAS	ADA	ADCY6	ADRM1	LOC100079205	AK1	AK3	APRT	ARL6IP1	BCAM	BCAP31	BRF2	CDA	CLP1	LOC114817475	CSTF3	DAD1	DCTN4	DDB1	DDB2	DGCR8	NA	DUT	LOC100085594	EIF1B	ELL	ERCC3	ERCC4	ERCC5	ERCC8	FEN1	GMPR2	GPX4	GSDME	GTF2A2	GTF2B	GTF2F1	GTF2H1	GTF2H3	GTF2H5	GTF3C5	GUK1	HCLS1	HPRT1	IMPDH2	ITPA	LIG1	MPC2	MPG	NELFB	NELFCD	NELFE	NFX1	NME1	NME4	NPR2	NT5C3A	NUDT21	NUDT9	PCNA	PDE4B	PDE6G	PNP	POLA2	NA	POLD1	POLH	POLL	POLR1C	LOC100084369	NA	POLR2C	POLR2F	POLR2G	POLR2H	POLR2I	POLR2J	POM121	PRIM1	RAD51	RAD52	RAE1	RALA	RBX1	REV3L	RFC2	RFC3	RFC4	RFC5	RNMT	RPA2	RPA3	RRM2B	SDCBP	SEC61A1	SF3A3	SMAD5	SNAPC4	SNAPC5	SRSF6	SSRP1	STX3	SUPT4H1	SUPT5H	LOC100086163	TAF10	TAF13	TARBP2	TMED2	TSG101	TYMS	UMPS	UPF3B	USP11	VPS28	VPS37B	XPC
HALLMARK_E2F_TARGETS	na	AK2	ASF1A	ASF1B	ATAD2	AURKA	AURKB	BARD1	BIRC5	BRCA2	BRMS1L	BUB1B	CBX5	CCNB2	CCNE1	CCP110	CDC20	CDC25B	CDCA8	CDK1	CDKN1B	CDKN2C	CDKN3	CHEK1	CHEK2	CIT	CKS1B	CKS2	CNOT9	CSE1L	CTCF	CTPS1	DCK	DCTPP1	DEK	DEPDC1	DIAPH3	DNMT1	DONSON	DUT	E2F8	EED	EIF2S1	ESPL1	EXOSC8	EZH2	GINS1	GINS3	GINS4	GSPT1	LOC100086273	HELLS	HMGA1	HMGB3	NA	HNRNPD	HUS1	ILF3	ING3	IPO7	KIF18B	KIF22	KIF2C	KIF4A	KPNA2	LBR	LIG1	LMNB1	LUC7L3	LYAR	MCM2	MCM3	MCM4	MCM5	MCM6	MELK	MLH1	MMS22L	MRE11	MSH2	MTHFD2	MYBL2	MYC	NAP1L1	NASP	NBN	NCAPD2	NME1	NOLC1	NOP56	NUDT21	NUP107	NUP153	NUP205	ORC2	ORC6	PA2G4	PAN2	PCNA	PDS5B	PHF5A	PLK1	PLK4	PMS2	PNN	POLA2	POLD1	POLD2	POLE	POP7	PPM1D	PPP1R8	NA	PRKDC	PRPS1	PSIP1	PSMC3IP	PTTG1	RACGAP1	RAD1	RAD21	RAD50	RAD51AP1	RAD51C	RAN	RANBP1	RBBP7	RFC1	RFC2	RFC3	RPA1	RPA2	RPA3	RRM2	SHMT1	SLBP	SMC1A	SMC3	SMC4	NA	NA	SPC24	SPC25	SRSF2	SSRP1	STAG1	STMN1	SUV39H1	SYNCRIP	TACC3	TBRG4	TCF19	TFRC	TIMELESS	TIPIN	TK1	TMPO	TOP2A	TRA2B	TRIP13	TUBB	TUBG1	UBE2T	UBR7	UNG	USP1	WDR90	WEE1	XPO1	XRCC6	ZW10
HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	na	ACTA2	ANPEP	APLP1	NA	BASP1	BDNF	BGN	BMP1	CADM1	NA	CALU	CAP2	CAPG	CCN1	CCN2	NA	FBXO3	CDH11	CDH2	LOC100078953	COL11A1	COL12A1	COL1A1	COL1A2	COL3A1	COL4A1	COL4A2	COL5A1	COL5A2	COL6A2	COL6A3	COLGALT1	COMP	COPA	CRLF1	CTHRC1	LOC100080367	CXCL12	LOC100080367	LOC103170567	DAB2	DCN	DKK1	DPYSL3	ECM2	EDIL3	EFEMP2	EMP3	ENO2	FAP	FAS	FBLN1	FBLN2	FBLN5	FBN1	FERMT2	FGF2	FLNA	FMOD	FN1	FSTL3	FUCA1	FZD8	NA	GEM	GJA1	NA	GPC1	GPX7	HTRA1	ID2	IGFBP3	IGFBP4	IL15	IL6	INHBA	ITGA2	ITGA5	ITGAV	ITGB1	ITGB3	ITGB5	LAMA1	NA	LAMA3	LAMC1	LAMC2	LGALS1	LOX	LOXL1	LOXL2	LUM	LOC100079565	MATN2	MEST	MGP	LOC100078975	MMP14	MMP2	MSX1	MXRA5	LOC100092114	MYL9	NID2	NA	NA	NTM	OXTR	P3H1	PCOLCE2	PDGFRB	PFN2	PLAUR	PLOD1	PLOD2	PLOD3	PMEPA1	POSTN	PPIB	PTHLH	PTX3	QSOX1	RGS4	RHOB	SAT1	SCG2	SDC1	SDC4	SERPINE1	SERPINE2	SERPINH1	SFRP1	SFRP4	SGCB	SGCD	SGCG	SLC6A8	SLIT2	SLIT3	SNAI2	SNTB1	SPARC	SPP1	TAGLN	TGFB1	TGFBI	TGFBR3	TGM2	THBS1	THBS2	THY1	NA	TIMP3	TNC	TNFAIP3	TNFRSF11B	TNFRSF12A	TPM1	TPM2	TPM4	VCAM1	NA	VEGFC	VIM	WIPF1	WNT5A
HALLMARK_ESTROGEN_RESPONSE_EARLY	na	ABAT	ABCA3	ABHD2	ABLIM1	ADCY1	ADCY9	ADD3	AFF1	AKAP1	AMFR	ANXA9	AQP3	NA	ARL3	ASB13	B4GALT1	BCL11B	BCL2	CA12	CALB2	CALCR	CBFA2T3	CCN5	CCND1	NA	CELSR1	CHPT1	CLDN7	CLIC3	CXCL12	LOC100075935	DEPTOR	ZDHHC13	DHRS3	DYNLT3	EGR3	ELF1	ELF3	ELOVL2	ELOVL5	LOC100083007	ESRP2	FAM102A	FARP1	FDFT1	FHL2	FKBP4	FLNB	FOS	GAB2	GFRA1	GJA1	GLA	GREB1	HES1	HR	HSPB8	IGF1R	IGFBP4	IL6ST	INHBB	INPP5F	ITPK1	JAK2	NA	KCNK5	KDM4B	KLF10	KLF4	KLK10	KRT15	KRT18	LOC100078521	LAD1	LRIG1	MAPT	NA	MED13L	MED24	MLPH	MPPED2	MREG	MYB	MYBBP1A	MYBL1	MYC	MYOF	NADSYN1	NAV2	NCOR2	NPY1R	NRIP1	NXT2	OLFM1	OVOL2	LOC100088651	PAPSS2	PDLIM3	PDZK1	NA	PODXL	PPIF	PRSS23	PTGES	RAB17	RAB31	RAPGEFL1	RARA	RASGRP1	RBBP8	REEP1	RET	RETREG1	RHOBTB3	RPS6KA2	RRP12	SCARB1	SCNN1A	SEC14L2	SEMA3B	SFN	SH3BP5	SIAH2	SLC16A1	SLC19A2	SLC1A1	SLC1A4	LOC100079342	SLC24A3	SLC26A2	SLC27A2	SLC2A1	SLC37A1	LOC100083193	SLC7A2	NA	SNX24	STC2	SULT2B1	SVIL	SYBU	SYNGR1	SYT12	TBC1D30	TFAP2C	NA	TGM2	TIAM1	TIPARP	TJP3	TMEM164	TMPRSS3	TOB1	TSKU	TTC39A	UGCG	UNC119	WFS1	WWC1	NA
HALLMARK_ESTROGEN_RESPONSE_LATE	na	ABCA3	ABHD2	ACOX2	ADD3	AFF1	LOC100081874	ALDH3A2	AMFR	ANXA9	NA	ARL3	ASS1	ATP2B4	BCL2	BTG3	CA12	LOC100075583	CALCR	CAV1	CCN5	CCNA1	CCND1	NA	CD9	CDC20	CDC6	CDH3	CHPT1	CKB	CLIC3	CPE	CXCL12	CXCL14	LOC100075935	DCXR	ZDHHC13	DLG5	DNAJC1	DNAJC12	DYNLT3	EGR3	ELOVL5	EMP2	ETFB	FABP5	FAM102A	FARP1	FDFT1	FGFR3	FKBP4	FLNB	FOS	GAL	GALE	GFUS	GINS2	GJB3	GLA	GPER1	HMGCS2	HOMER2	HPRT1	HR	HSPA4L	HSPB8	ID2	IDH2	IGFBP4	IL6ST	IMPA2	ISG20	ITPK1	JAK1	JAK2	KCNK5	KIF20A	KLF4	KLK10	KLK11	KRT15	LAMC2	LARGE1	LLGL2	TF	MAPK14	MAPT	MDK	MEST	MYB	MYOF	NAB2	NCOR2	NPY1R	NRIP1	NXT2	OLFM1	OVOL2	PAPSS2	PDCD4	PDLIM3	PDZK1	PERP	NA	PKP3	PLK4	PLXNB1	PPIF	PRKAR2B	PRLR	PRSS23	PTGES	PTPN6	RAB31	RABEP1	RAPGEFL1	RBBP8	RET	RPS6KA2	SCARB1	SCNN1A	SCUBE2	SEMA3B	LOC100087033	LOC100086374	SFN	SGK1	SIAH2	SLC16A1	SLC1A4	LOC100079342	SLC24A3	SLC26A2	SLC27A2	SLC29A1	SLC2A8	NA	SNX10	SORD	ST14	ST6GALNAC2	STIL	SULT2B1	TFAP2C	NA	TIAM1	TJP3	TMPRSS3	TNNC1	TOB1	TOP2A	LOC100092422	TRIM29	TSPAN13	TST	UGDH	NA	WFS1	NA	XRCC3
HALLMARK_FATTY_ACID_METABOLISM	na	AADAT	ACAA1	ACAA2	ACADL	RABGGTB	ACADS	ACADVL	ACAT2	ACO2	LOC100091099	LOC114805400	ACOX1	ACSL1	ACSL4	ACSL5	ACSS1	LOC100088518	ADIPOR2	ADSL	ALAD	ALDH1A1	LOC100077088	ALDH3A2	ALDH9A1	ALDOA	APEX1	AQP7	BCKDHB	BLVRA	BMPR1B	NA	LOC100075583	CA4	LOC100081857	LOC100081857	CD36	CEL	CLDND1	CPT1A	CPT2	CRAT	CRYZ	CYP1A1	LOC100073492	LOC100092213	LOC100092213	D2HGDH	DECR1	DHCR24	DLD	DLST	ECH1	ECHS1	ECI1	ECI2	EHHADH	ELOVL5	ENO2	ENO3	EPHX1	ERP29	ETFDH	FABP1	FABP2	FH	NA	GAD2	GAPDHS	GCDH	GLUL	GPD2	GRHPR	GSTZ1	HADH	HADHB	HAO2	HIBCH	HMGCL	HMGCS1	HMGCS2	HPGD	HSD17B10	LOC100085529	HSD17B4	HSD17B7	HSDL2	HSP90AA1	HSPH1	IDH3B	IDH3G	IDI1	INMT	LOC100086607	LGALS1	MAOA	MCEE	MDH1	MDH2	ME1	METAP1	MGLL	MIF	MLYCD	NBN	NCAPH2	NSDHL	NTHL1	ODC1	OSTC	PCBD1	PDHA1	PDHB	PPARA	PRDX6	PTPRG	PTS	RAP1GDS1	NA	REEP6	RETSAT	S100A10	SDHA	SDHC	SERINC1	LOC100079342	SMS	SUCLA2	SUCLG1	SUCLG2	TDO2	UBE2L6	UGDH	UROD	UROS	YWHAH
HALLMARK_G2M_CHECKPOINT	na	ABL1	AMD1	ARID4A	ATRX	AURKA	AURKB	BARD1	BCL3	BIRC5	BRCA2	BUB1	BUB3	CBX1	CBX5	CCNA2	CCNB2	CCND1	CCNF	CCNT1	CDC20	CDC25B	CDC27	CDC45	CDC6	CDC7	CDK1	CDKN1B	CDKN2C	CDKN3	CENPF	CHAF1A	CHEK1	CHMP1A	CKS1B	CKS2	CTCF	CUL1	CUL3	NA	CUL5	DKC1	DMD	DR1	DTYMK	E2F2	E2F3	EFNA5	EGF	ESPL1	EWSR1	EXO1	EZH2	FBXO5	FOXN3	G3BP1	GINS2	GSPT1	LOC100086273	LOC100076203	HIF1A	LOC114806160	HMGA1	HMGB3	HMGN2	NA	HNRNPD	HNRNPU	HOXC10	HSPA8	HUS1	ILF3	NA	KATNA1	KIF11	KIF15	KIF20B	KIF22	KIF23	KIF2C	KIF4A	KIF5B	KNL1	KPNA2	KPNB1	LBR	LIG3	LMNB1	MAP3K20	MCM2	MCM3	MCM5	MCM6	MEIS1	MEIS2	MNAT1	NA	MTF2	MYBL2	MYC	NASP	NA	NDC80	NEK2	NOLC1	NA	NSD2	NUP50	NUP98	NUSAP1	ODC1	ODF2	ORC5	ORC6	PAFAH1B1	PBK	PDS5B	PLK1	PLK4	PML	POLA2	POLE	POLQ	PRC1	PRMT5	PRPF4B	PTTG1	PURA	RACGAP1	RAD21	RAD23B	RAD54L	RASAL2	RBM14	RPA2	RPS6KA5	SAP30	SFPQ	SLC38A1	SLC7A1	NA	SMAD3	SMARCC1	SMC1A	SMC4	LOC107547923	SQLE	SRSF2	SS18	STAG1	STIL	STMN1	SUV39H1	SYNCRIP	TACC3	TENT4A	TFDP1	TGFB1	TLE3	TMPO	TNPO2	LOC100078817	TOP2A	TPX2	TRA2B	TRAIP	TTK	UBE2C	UPF1	WRN	XPO1	YTHDC1
HALLMARK_GLYCOLYSIS	na	ADORA2B	AGL	AGRN	AK3	AK4	AKR1A1	ALDH7A1	ALDH9A1	ALDOA	ALDOB	ANGPTL4	ARPP19	ARTN	AURKA	B3GAT1	B3GAT3	NA	B4GALT1	B4GALT2	B4GALT4	B4GALT7	BPNT1	CACNA1H	CAPN5	CASP6	NA	CDK1	CHST1	LOC100088641	LOC100086595	CLDN3	CLDN9	CLN6	COG2	COL5A1	COPB2	CTH	CXCR4	LOC100075566	DCN	DDIT4	DEPDC1	DLD	DPYSL4	LOC100084968	ECD	EFNA3	EGFR	EGLN3	ELF3	ENO1	ENO2	ERO1A	EXT1	EXT2	FKBP4	FUT8	G6PD	GAL3ST1	GALE	GALK1	GALK2	GAPDHS	GCLC	GFPT1	GFUS	GLCE	GLRX	GMPPA	GNE	GOT1	GOT2	GPC1	GPC3	GPC4	GPR87	GUSB	GYS1	HAX1	HDLBP	HK2	NA	HOMER1	HS2ST1	NA	HSPA5	IDUA	IER3	IGFBP3	IL13RA1	ISG20	KDELR3	KIF20A	KIF2A	LCT	LOC100086607	LHX9	MDH1	MDH2	ME1	ME2	MED24	MERTK	MET	MIF	MIOX	MPI	MXI1	NASP	LOC100077537	NA	NSDHL	NA	P4HA1	P4HA2	PAM	PAXIP1	PDK3	PFKFB1	PFKP	NA	PGK1	PGLS	PGM2	PHKA2	PKM	PKP2	PLOD1	PLOD2	PMM2	POLR3K	PPFIA4	PPIA	PPP2CB	PRPS1	PSMC4	PYGB	PYGL	QSOX1	RARS1	RBCK1	RPE	SAP30	SDC1	SDC2	SDC3	SDHC	SLC16A3	NA	SLC25A13	SLC35A3	SOX9	STC1	STC2	STMN1	TALDO1	NA	TGFA	TGFBI	TPST1	LOC100076650	UGP2	NA	VLDLR	ZNF292
HALLMARK_HEDGEHOG_SIGNALING	na	ADGRG1	AMOT	CDK5R1	CDK6	CELSR1	CNTFR	CRMP1	DPYSL2	ETS2	HEY1	HEY2	LDB1	MYH9	NF1	NKX6-1	NRCAM	NRP1	NRP2	OPHN1	LOC100088128	PML	PTCH1	RASA1	RTN1	SCG2	SHH	SLIT1	THY1	LOC100080169	TLE3	UNC5C	VLDLR
HALLMARK_HEME_METABOLISM	na	ABCG2	ACP5	ACSL6	ADD1	ADIPOR1	LOC100085178	ALAD	ALAS2	ALDH1L1	ALDH6A1	ANK1	AQP3	ARHGEF12	ARL2BP	ATG4A	ATP6V0A1	BACH1	BCAM	BLVRA	BMP2K	BPGM	BSG	BTRC	LOC100074341	LOC100075583	CAST	CAT	CCDC28A	CCND3	CDC27	CDR2	CIR1	CLCN3	CLIC2	CLDND1	CTNS	CTSB	DAAM1	DCAF10	DCUN1D1	DMTN	E2F2	EIF2AK1	ELL2	LOC100083007	EPB41	NA	EZH1	FBXO7	FBXO9	FECH	FOXJ2	FOXO3	FTCD	GAPVD1	GATA1	GCLC	GCLM	GDE1	GMPS	GYPC	LOC100086507	HAGH	HDGF	HEBP1	HMBS	HTATIP2	IGSF3	KAT2B	KDM7A	KEL	LOC100091092	KLF3	LMO2	LPIN2	LRP10	MAP2K3	MARCHF2	MARCHF8	MARK3	MBOAT2	MFHAS1	MGST3	MINPP1	MKRN1	MOCOS	MOSPD1	MPP1	MXI1	MYL4	NARF	NCOA4	NFE2L1	NNT	NR3C1	NUDT4	OPTN	OSBP2	P4HA2	PDZK1IP1	PGLS	PICALM	PIGQ	PPP2R5B	PRDX2	PSMD9	RAD23A	RANBP10	RAP1GAP	RBM38	RBM5	RCL1	RHAG	RHCE	RIOK3	RNF123	RNF19A	SDCBP	SEC14L1	SELENBP1	SIDT2	SLC10A3	SLC11A2	LOC100079308	SLC25A37	SLC25A38	SLC2A1	SLC30A1	SLC4A1	SLC6A8	SLC6A9	SLC7A11	SMOX	SPTA1	SPTB	SYNJ1	TAL1	TCEA1	TENT5C	TFDP2	TFRC	TMCC2	TMEM9B	TNRC6B	LOC100078817	TRIM58	TSPAN17	TYR	UBAC1	UCP2	UROD	UROS	USP15	VEZF1	XK	XPO7	YPEL5
HALLMARK_HYPOXIA	na	ACKR3	ADM	ADORA2B	AK4	AKAP12	ALDOA	ALDOB	ALDOC	AMPD3	ANGPTL4	ANXA2	ATF3	ATP7A	BCL2	BGN	BRS3	CA12	CASP6	CAV1	CCN1	CCN2	CCN5	CCNG2	CDKN1B	CHST3	COL5A1	LOC107547261	CSRP2	CXCR4	DCN	DDIT3	DDIT4	DPYSL4	DTNA	DUSP1	EFNA1	EFNA3	EGFR	ENO1	ENO2	ENO3	ERO1A	ERRFI1	ETS1	EXT1	F3	FOS	FOSL2	FOXO3	GAA	GALK1	GAPDH	GAPDHS	GBE1	LOC100091176	GLRX	GPC1	GPC3	GPC4	GPI	GRHPR	GYS1	HAS1	HDLBP	HEXA	HK1	HK2	HMOX1	HOXB9	HS3ST1	HSPA5	IDS	IER3	IGFBP1	IGFBP3	IL6	ILVBL	INHA	ISG20	JMJD6	KDELR3	KDM3A	KIF5A	KLF6	KLF7	KLHL24	LARGE1	LOC100086607	LOX	LXN	MAP3K1	MIF	NA	NA	MXI1	MYH9	NAGK	NCAN	NDRG1	NDST1	NDST2	NEDD4L	NOCT	NR3C1	P4HA1	P4HA2	PAM	PCK1	NA	PDK3	PFKFB3	NA	PFKP	NA	PGK1	PGM2	PHKG1	PIM1	PKLR	PKP1	LOC100077314	PLAUR	PPARGC1A	PPFIA4	PPP1R15A	PPP1R3C	NA	PRKCA	PYGM	RBPJ	RORA	S100A4	SAP30	SCARB1	SDC2	SDC3	SDC4	SELENBP1	SERPINE1	SIAH2	SLC2A1	SLC2A3	LOC100073822	LOC100093462	SLC6A6	SRPX	STBD1	STC1	STC2	SULT2B1	TES	TGFB3	TGFBI	TGM2	TIPARP	TMEM45A	TNFAIP3	TPD52	TPST2	UGP2	VHL	VLDLR	WSB1	XPNPEP1	ZNF292
HALLMARK_IL2_STAT5_SIGNALING	na	ABCB1	ADAM19	AGER	AHCY	AHR	ALCAM	AMACR	ANXA4	APLP1	ARL4A	BCL2	BCL2L1	BMP2	BMPR2	LOC100075583	CAPG	CAPN3	CASP3	CCND2	CCND3	CCNE1	CCR4	NA	CD48	CD79B	CD83	CD86	CDC6	CDCP1	CKAP4	COCH	NA	CSF1	CTLA4	CTSZ	NA	CYFIP1	DCPS	DENND5A	DHRS3	DRC1	EEF1AKMT1	NA	ENO3	ENPP1	EOMES	ETV4	F2RL2	FAH	FGL2	NA	FURIN	NA	GALM	GATA1	LOC100092431	GLIPR2	LOC103170762	GPR83	GPX4	GSTO1	GUCY1B1	HIPK2	HK2	HOPX	HUWE1	ICOS	IFNGR1	IGF1R	IGF2R	IKZF2	IL10	IL10RA	IL18R1	IL1R2	NA	IL2RA	IL4R	IRF4	IRF6	IRF8	ITGA6	NA	ITGAV	ITIH5	KLF6	LIF	LRIG1	LRRC8C	LTB	MAP3K8	MAP6	MAPKAPK2	MXD1	MYC	MYO1C	NCOA3	NCS1	NDRG1	NFKBIZ	NOP2	NRP1	NA	ODC1	P2RX4	P4HA1	NA	PENK	PHTF2	PIM1	PLAGL1	PLEC	PLPP1	PLSCR1	PNP	PRKCH	PTCH1	PTGER2	PTH1R	PTRH2	PUS1	RABGAP1L	RGS16	RHOB	RHOH	RNH1	RORA	LOC100083071	SELL	SELP	LOC100074025	SERPINC1	SLC1A5	SLC29A2	SLC2A3	SLC39A8	SMPDL3A	SNX14	SNX9	SOCS1	SPP1	SPRED2	SPRY4	NA	SWAP70	SYNGR2	SYT11	TGM2	TIAM1	TLR7	TNFRSF18	TNFRSF1B	TNFRSF21	TNFRSF4	TNFRSF8	TNFRSF9	TNFSF10	TNFSF11	TRAF1	TTC39B	TWSG1	UMPS	WLS	NA
HALLMARK_IL6_JAK_STAT3_SIGNALING	na	LOC100090391	LOC100090399	ACVR1B	ACVRL1	CBL	LOC100089603	NA	LOC100083187	CD14	CD36	NA	CD9	CNTFR	CRLF2	CSF1	LOC103171402	NA	LOC100080367	NA	LOC100080367	DNTT	EBI3	FAS	GRB2	HAX1	HMOX1	NA	IFNGR1	IFNGR2	IL12RB1	IL13RA1	NA	IL18R1	LOC103165286	IL1R1	IL1R2	IL2RA	IL4R	IL6	IL6ST	ITGA4	ITGB3	NA	LTB	LTBR	MAP3K8	MYD88	OSMR	PDGFC	PIK3R5	PIM1	PTPN1	PTPN11	PTPN2	SOCS1	SOCS3	STAM2	NA	STAT3	TGFB1	TNFRSF12A	TNFRSF1B	TNFRSF21	TYK2
HALLMARK_INFLAMMATORY_RESPONSE	na	ABCA1	ABI1	ACVR1B	ACVR2A	ADGRE1	ADM	ADORA2B	ADRM1	AHR	AQP9	ATP2A2	ATP2B1	ATP2C1	AXL	BDKRB1	NA	CALCRL	NA	CCL20	LOC100089603	NA	CCR7	LOC100083270	CD14	CD48	NA	LOC100091714	CD82	CMKLR1	CSF1	NA	NA	LOC100080367	LOC103170567	CXCR6	LOC100082988	DCBLD2	EBI3	EDN1	EIF2AK2	EMP3	EREG	F3	FFAR2	LOC100083506	FZD5	GABBR1	GCH1	GNA15	GNAI3	GPC3	GPR132	LOC100079029	HAS2	HIF1A	LOC100073660	ICOSLG	NA	IFNGR2	IL10	IL10RA	IL12B	IL15	NA	IL18	IL18R1	IL18RAP	LOC103165286	IL1R1	IL4R	IL6	IL7R	INHBA	IRAK2	IRF7	ITGA5	ITGB3	ITGB8	KCNJ2	KCNMB2	KIF1B	KLF6	LAMP3	LCK	NA	LDLR	LIF	LPAR1	LYN	MARCO	MEP1A	MET	MMP14	MSR1	MXD1	MYC	NAMPT	NDP	NFKB1	NFKBIA	LOC100090598	NA	NA	NMUR1	NOD2	NPFFR2	OLR1	OPRK1	OSMR	P2RX4	P2RX7	LOC100088651	PDE4B	PDPN	PIK3R5	PLAUR	PSEN1	PTGER2	PTGER4	PTPRE	RAF1	RASGRP1	RELA	RGS1	RGS16	RHOG	RIPK2	RNF144B	ROS1	SCARF1	SCN1B	SELE	NA	SELL	SERPINE1	SGMS2	LOC103166193	SLC11A2	SLC1A2	SLC31A1	SLC4A4	SLC7A1	SLC7A2	SPHK1	STAB1	TACR3	NA	TLR3	TNFAIP6	TNFRSF1B	TNFRSF9	TNFSF10	TNFSF9	VIP
HALLMARK_INTERFERON_ALPHA_RESPONSE	na	B2M	C1S	LOC100078458	CASP8	LOC100083270	CD47	CD74	CMTR1	CNP	CSF1	NA	DDX60	EIF2AK2	ELF1	LOC100092145	LOC100092431	GMPR	LOC100078585	LOC100091425	LOC100529072	NA	IFI30	IFIH1	LOC100075203	LOC100075203	IL15	IL4R	IRF2	IRF7	ISG15	ISG20	LAMP3	LAP3	MOV10	MVB12A	LOC100080278	NA	NA	NA	NUB1	NA	PARP12	PLSCR1	PNPT1	PROCR	PSMA3	PSMB8	PSMB9	PSME2	RIPK2	RNF31	RSAD2	SELL	SLC25A28	NA	TAP1	TDRD7	TRAFD1	NA	LOC114807958	NA	TXNIP	UBA7	UBE2L6	NA	WARS1
HALLMARK_INTERFERON_GAMMA_RESPONSE	na	ARID5B	ARL4A	B2M	BANK1	BPGM	C1S	LOC100078458	CASP3	LOC100078458	CASP7	CASP8	NA	LOC100089603	NA	LOC100074433	LOC100091714	CD74	CD86	NA	CIITA	CMKLR1	CMTR1	NA	RIGI	DDX60	EIF2AK2	EIF4E3	FAS	FGL2	LOC100083506	LOC100092431	LOC100092431	GCH1	GPR18	HIF1A	LOC100078585	LOC100091425	LOC100529072	NA	NA	LOC100091425	LOC100529072	NA	NA	LOC100078585	LOC100091425	LOC100529072	NA	NA	IDO1	IFI30	IFIH1	LOC100075203	LOC100075203	LOC100075203	IL10RA	IL15	NA	IL18BP	IL4R	IL6	IRF2	IRF4	IRF5	IRF7	IRF8	ISG15	ISG20	ITGB7	JAK2	LAP3	LATS2	NA	MARCHF1	NA	MTHFD2	MVP	LOC100080278	LOC100080247	LOC100080278	MYD88	NAMPT	NCOA3	NFKB1	NFKBIA	NA	NA	NOD1	NUP93	NA	P2RY14	PARP12	PDE4B	PELI1	PFKP	PIM1	PLA2G4A	PLSCR1	PML	PNP	PNPT1	NA	PSMA3	PSMB10	PSMB2	PSMB8	PSMB9	PSME2	PTGS2	PTPN1	PTPN2	PTPN6	RAPGEF6	RBCK1	RIPK1	RIPK2	RNF31	RSAD2	SAMHD1	SELP	SERPING1	SLC25A28	SOCS1	SOCS3	SOD2	SPPL2A	SSPN	ST3GAL5	ST8SIA4	NA	STAT3	TAP1	TDRD7	NA	TNFAIP3	TNFAIP6	TNFSF10	TOR1B	TRAFD1	NA	LOC114807958	NA	TXNIP	UBE2L6	UPP1	NA	NA	VCAM1	WARS1	XAF1	LOC100083475	ZNFX1
HALLMARK_KRAS_SIGNALING_DN	na	ABCB11	ACTC1	LOC100081544	NA	ASB7	ATP6V1B1	BARD1	BMPR1B	BRDT	C5	CACNA1F	CACNG1	CALCB	CAMK1D	CAPN9	CCDC106	CCNA1	CD40LG	CDKAL1	CHRNG	CKM	CLDN16	CLPS	CLSTN3	CNTFR	COL2A1	COQ8A	CPA2	CPB1	CPEB3	LOC100082065	LOC100080779	DCC	DTNB	EDAR	EDN1	EGF	EPHA5	FGFR3	FSHB	GAMT	GDNF	GPR3	GPRC5C	GRID2	GTF3C5	HNF1A	HSD11B2	HTR1D	IDUA	NA	IL12B	LOC100080322	KCND1	KCNE2	KCNMB1	KCNN1	KCNQ2	KLHDC8A	KLK7	KLK8	KRT15	KRT4	LOC100092858	LFNG	LOC100090167	LYPD3	MAST3	MFSD6	MSH5	MTHFR	LOC100080278	LOC100088789	MYOT	NGB	NOS1	LOC100090352	NR4A2	NR6A1	NTF3	OXT	P2RX6	LOC114813131	NA	PDCD1	PDE6B	PDK2	PKP1	PLAG1	PNMT	PRODH	PTGFR	PTPRJ	RGS11	RIBC2	RSAD2	RYR1	RYR2	SCGB1A1	SCN10A	SERPINA10	SGK1	SHOX2	SIDT1	SKIL	SLC12A3	SLC16A7	LOC100090615	SLC30A3	SLC38A3	SLC5A5	SLC6A14	SLC6A3	SMPX	SNN	SOX10	SPHK2	STAG3	SYNPO	TENM2	TENT5C	TEX15	TFAP2B	TFCP2L1	NA	TGFB2	THNSL2	THRB	TLX1	TNNI3	TSHB	NA	WNT16	YPEL1
HALLMARK_KRAS_SIGNALING_UP	na	ABCB1	ACE	ADAM17	ADAM8	NA	ADGRA2	ADGRL4	AKAP12	ALDH1A2	ALDH1A3	AMMECR1	ANGPTL4	ANKH	ANO1	ARG1	ATG10	AVL9	LOC100077243	BMP2	BPGM	BTBD3	LOC100075583	CAB39L	CBL	NA	CBX8	CCL20	CCND2	CCSER2	CD37	CDADC1	NA	CMKLR1	CPE	LOC100077745	LOC103171402	CTSS	NA	CXCR4	DCBLD2	DNMBP	DOCK2	DUSP6	NA	ENG	EPB41L3	EPHB2	EREG	ERO1A	ETS1	ETV1	ETV4	ETV5	EVI5	F13A1	FBXO4	FGF9	FLT4	FUCA1	GABRA3	GALNT3	GFPT2	GLRX	GPNMB	GPRC5B	GUCY1A1	GYPC	HDAC9	HSD11B1	ID2	IGF2	IGFBP3	IKZF1	IL10RA	LOC103165286	IL1RL2	IL7R	INHBA	IRF8	ITGA2	ITGB2	ITGBL1	JUP	KCNN4	KIF5C	KLF4	LAPTM5	LAT2	LCP1	LIF	LY96	MAFB	MALL	MAP3K1	MAP4K1	MAP7	MMD	LOC100077197	MMP11	MPZL2	MTMR10	MYCN	NA	NR0B2	NR1H4	NRP1	NA	NA	PIGR	PLAT	PLAU	PLAUR	TMEM229B	PLVAP	PPP1R15A	PRDM1	PRELID3B	PRKG2	PSMB8	PTBP2	PTCD2	PTGS2	PTPRR	RABGAP1L	RBP4	RELN	LOC103165823	RGS16	SATB1	SCG3	SCG5	SCN1B	NA	SEMA3B	LOC100086374	LOC103169635	SNAP25	SNAP91	SOX9	SPARCL1	SPON1	SPP1	SPRY2	ST6GAL1	STRN	TFPI	TLR8	TMEM176B	TNFAIP3	TNFRSF1B	TNNT2	TPH1	TRAF1	TRIB1	TRIB2	TSPAN13	NA	NA	USP12	LOC100087394	WDR33	WNT7A	YRDC	ZNF277	ZNF639
HALLMARK_MITOTIC_SPINDLE	na	ABI1	ABL1	ABR	ACTN4	AKAP13	ALS2	ANLN	APC	ARF6	ARFGEF1	ARFIP2	ARHGAP10	ARHGAP29	ARHGAP5	ARHGDIA	ARHGEF12	ARHGEF2	ARHGEF3	ARHGEF7	ATG4B	AURKA	BCAR1	BCL2L11	BCR	BIN1	BIRC5	BRCA2	BUB1	CAPZB	CCDC88A	CCNB2	CD2AP	CDC27	CDC42	CDC42BPA	CDC42EP1	CDC42EP2	CDC42EP4	CDK1	CDK5RAP2	CENPF	CENPJ	CEP192	CEP57	CEP72	CKAP5	CLASP1	CLIP1	CLIP2	CNTRL	CSNK1D	CTTN	CYTH2	DLG1	DOCK2	DOCK4	DYNC1H1	DYNLL2	ECT2	EPB41	EPB41L2	ESPL1	EZR	FARP1	FBXO5	FGD4	FGD6	FLNA	FLNB	FSCN1	NA	GSN	HDAC6	FNTA	NA	ITSN1	KATNA1	KATNB1	KIF11	KIF15	KIF1B	KIF20B	KIF22	KIF23	KIF2C	KIF3B	KIF3C	KIF4A	KIF5B	KIFAP3	KLC1	KNTC1	KPTN	LATS1	LLGL1	LMNB1	LRPPRC	MAP1S	MAPRE1	MID1	MYH10	MYH9	MYO9B	NCK1	NCK2	NDC80	NEDD9	NEK2	NET1	NF1	NA	NA	NUSAP1	OPHN1	PAFAH1B1	PALLD	PCGF5	PCM1	PCNT	PIF1	PKD2	PLK1	PRC1	PREX1	RAB3GAP1	RACGAP1	RALBP1	RANBP9	RAPGEF5	RAPGEF6	RASA1	RASA2	RASAL2	RFC1	NA	RHOT2	RICTOR	ROCK1	SASS6	SEPTIN9	SHROOM2	SMC1A	SMC3	SMC4	SORBS2	SOS1	SPTAN1	SPTBN1	SSH2	STAU1	STK38L	SUN2	SYNPO	TAOK2	TBCD	TIAM1	TLK1	TOP2A	TPX2	TRIO	TSC1	TTK	TUBA4A	TUBD1	TUBGCP2	TUBGCP3	TUBGCP5	TUBGCP6	VCL	WASF1	WASF2	WASL	YWHAE
HALLMARK_MTORC1_SIGNALING	na	LOC100082689	ACACA	ACLY	ACSL3	ACTR2	ADD3	ADIPOR2	AK4	ALDOA	ATP2A2	ATP5MC1	ATP6V1D	AURKA	BCAT1	BUB1	CACYBP	CALR	CANX	CCNF	CCNG1	CCT6A	CD9	CFP	COPS5	CORO1A	CTH	CTSC	CXCR4	LOC100079093	LOC100087589	DAPP1	DDIT3	DDIT4	DHCR24	ZDHHC13	DHFR	EBP	EDEM1	EEF1E1	EGLN3	EIF2S2	ELOVL5	ELOVL6	ENO1	EPRS1	ERO1A	ETF1	FADS1	FDXR	FGL2	FKBP2	G6PD	GAPDH	GBE1	GCLC	GGA2	GLA	GLRX	GMPS	GOT1	GPI	GSK3B	GSR	GTF2H1	HK2	HMBS	HMGCR	HMGCS1	HPRT1	HSP90B1	HSPA4	HSPA5	HSPA9	HSPD1	NA	IDI1	IFI30	IFRD1	IGFBP5	IMMT	INSIG1	ITGB2	LOC100086607	LDLR	LGMN	LTA4H	MAP2K3	MCM2	MCM4	ME1	MLLT11	MTHFD2	NA	NAMPT	NFYC	NIBAN1	NMT1	NUFIP1	NUP205	P4HA1	PDAP1	NA	PGK1	PHGDH	PIK3R3	PLK1	PLOD2	PNO1	PNP	POLR3G	NA	PPIA	PPP1R15A	PRDX1	PSAT1	PSMA3	PSMA4	PSMB5	PMPCB	PSMC4	PSMC6	PSMD12	PSMD13	PSMD14	PSME3	PSMG1	PSPH	LOC114811036	RAB1A	RPA1	RPN1	RRM2	SC5D	SCD	SEC11A	SERPINH1	SHMT2	SKAP2	SLA	SLC1A4	SLC1A5	SLC2A1	SLC2A3	SLC6A6	SLC7A11	NA	SORD	SQLE	SQSTM1	SRD5A1	SSR1	STARD4	STC1	STIP1	SYTL2	TBK1	TCEA1	TES	TFRC	TM7SF2	TOMM40	TUBA4A	TUBG1	TXNRD1	UBE2D3	UCHL5	UNG	USO1	VLDLR	WARS1	NA	NA
HALLMARK_MYC_TARGETS_V1	na	ABCE1	ACP1	AIMP2	APEX1	BUB3	C1QBP	CAD	CANX	CBX3	CCNA2	CCT2	CCT3	CCT4	CCT5	CCT7	CDC20	CDC45	CDK2	CLNS1A	LOC100073621	COPS5	COX5A	CSTF2	CTPS1	CUL1	LOC107546954	DDX18	DEK	DHX15	DUT	EEF1B2	EIF1AX	EIF2S1	EIF2S2	EIF3B	EIF3D	EIF3J	EIF4A1	EIF4E	EIF4G2	EIF4H	EPRS1	ERH	ETF1	EXOSC7	FAM120A	G3BP1	GLO1	GNL3	GOT2	GSPT1	HDAC2	HDDC2	HDGF	HNRNPA2B1	HNRNPA3	HNRNPC	HNRNPD	HNRNPR	HNRNPU	HPRT1	HSP90AB1	HSPD1	NA	IARS1	IFRD1	ILF2	IMPDH2	KARS1	KPNA2	KPNB1	LOC100086607	LSM2	LSM7	MCM2	MCM4	MCM5	MCM6	MRPS18B	MYC	NAP1L1	NCBP1	NHP2	NME1	NOLC1	NOP56	NPM1	ODC1	ORC2	PA2G4	PABPC1	PABPC4	PCNA	PGK1	PHB1	PHB2	POLD2	POLE3	PPIA	PPM1G	PRDX3	NA	PRPF31	PRPS2	PSMA1	NA	PSMA4	PSMA6	PSMA7	PSMB2	PSMB3	PSMC4	PSMC6	PSMD1	PSMD14	PSMD3	PSMD7	PSMD8	PTGES3	PWP1	RACK1	RAD23B	RAN	RANBP1	RFC4	RNPS1	RPL14	RPL18	RPL22	RPL34	RPL6	RPLP0	RPS2	RPS5	RRM1	RSL1D1	RUVBL2	SERBP1	SET	SF3A1	SF3B3	SLC25A3	SMARCC1	SNRPA	SNRPA1	SNRPB2	LOC107547923	LOC114812132	NA	SNRPG	SRM	SRPK1	SRSF2	SRSF3	SRSF7	SSB	SSBP1	STARD7	SYNCRIP	TARDBP	TCP1	TFDP1	TOMM70	TRA2B	TRIM28	TUFM	TXNL4A	TYMS	U2AF1	UBA2	UBE2E1	UBE2L3	USP1	VDAC1	VDAC3	XPO1	XPOT	XRCC6	YWHAE	YWHAQ
HALLMARK_MYC_TARGETS_V2	na	AIMP2	BYSL	CBX3	DCTPP1	DDX18	FARSA	GNL3	GRWD1	HK2	HSPD1	NA	IMP4	LAS1L	MAP3K6	MCM4	MCM5	MPHOSPH10	MRTO4	MYBBP1A	MYC	NDUFAF4	NIP7	NOC4L	NOLC1	NOP2	NOP56	NPM1	PA2G4	PES1	PHB1	PLK1	PLK4	PPAN	NA	PRMT3	PUS1	RABEPK	RCL1	RRP12	SLC19A1	SLC29A2	SORD	SRM	SUPV3L1	TBRG4	TCOF1	TFB2M	UNG	UTP20	WDR43	WDR74
HALLMARK_MYOGENESIS	na	ABLIM1	ACSL1	ACTA1	LOC100088994	ACTC1	ACTN2	ADCY9	AEBP1	AGL	AGRN	AK1	ANKRD2	APP	ATP2A1	BIN1	CACNA1H	CACNG1	CAMK2B	CASQ1	CASQ2	CAV3	CD36	CDH13	CFD	CHRNA1	NA	CHRNG	CKB	CKM	CKMT2	CLU	CNN3	COL15A1	COL1A1	COL3A1	COL4A2	COL6A2	COL6A3	LOC114809040	LOC114811991	CRAT	CRYAB	LOC100092209	DAPK2	DENND2B	DMD	DTNA	EIF4A2	ENO3	EPHB3	ERBB3	FGF2	FHL1	FLII	FST	GAA	LOC100077391	GJA5	NA	GSN	HSPB8	IFRD1	IGF1	IGFBP3	IGFBP7	ITGA7	ITGB1	ITGB4	ITGB5	KCNH1	KCNH2	KIFC3	KLF5	NA	LARGE1	LDB3	LPIN1	MAPK12	MAPRE3	MB	MEF2A	MEF2C	MRAS	MYBPC3	MYBPH	MYF6	LOC100086010	MYH11	LOC100076245	LOC100083622	LOC100086111	LOC100087408	LOC100086010	LOC100088789	LOC100083622	MYH9	MYL1	MYL2	LOC114814504	MYL3	MYL4	MYL7	MYL11	MYO1C	MYOG	MYOM1	MYOM2	MYOZ1	NAV2	NCAM1	NOS1	NOTCH1	NQO1	PDLIM7	PFKM	NA	PICK1	PLXNB2	PPFIA4	PPP1R3C	PSEN2	B4GALT5	PTP4A3	PVALB	PYGM	RB1	REEP1	RYR1	SCD	NA	SGCA	SGCD	SGCG	SH2B1	SIRT2	SLC6A8	SORBS1	SORBS3	SPARC	SPDEF	SPHK1	SPTAN1	SSPN	STC2	SVIL	SYNGR2	TAGLN	TCAP	TEAD4	TGFB1	TNNC1	TNNC2	TNNI2	TNNT1	TNNT2	TPM2	TSC2	NA	WWTR1
HALLMARK_NOTCH_SIGNALING	na	APH1A	CCND1	CUL1	DLL1	DTX1	DTX2	DTX4	FBXW11	FZD5	HES1	JAG1	KAT2A	LFNG	MAML2	NOTCH1	NA	PPARD	PRKCA	PSEN2	RBX1	SAP30	ST3GAL6	TCF7L2	WNT2	WNT5A
HALLMARK_OXIDATIVE_PHOSPHORYLATION	na	ABCB7	ACAA1	ACAA2	RABGGTB	ACADSB	ACADVL	ACAT1	ACO2	AFG3L2	ALAS1	ALDH6A1	ATP1B1	ATP5F1A	ATP5F1B	ATP5F1C	ATP5F1E	ATP5MC1	ATP5MC3	ATP5ME	ATP5MF	ATP5PB	ATP5PD	ATP5PO	ATP6V0B	ATP6V1C1	ATP6V1D	ATP6V1F	ATP6V1G1	ATP6V1H	BAX	BCKDHA	BDH2	CASP7	LOC100087270	LOC114817475	LOC100076685	COX5A	NA	LOC100077093	CPT1A	CS	LOC100075566	LOC100086896	LOC107546954	DECR1	DLAT	DLD	DLST	ECH1	ECHS1	ECI1	NA	ETFB	ETFDH	FH	GLUD1	GOT2	GPI	GPX4	GRPEL1	HADHA	HADHB	HSD17B10	HSPA9	IDH2	IDH3A	IDH3B	IDH3G	IMMT	ISCU	LOC100086607	NA	LRPPRC	LOC100081953	MDH1	MDH2	MFN2	MGST3	MPC1	MRPL11	MRPL15	MRPL34	MRPL35	MRPS12	MRPS15	MRPS22	MRPS30	MTRF1	MTRR	MTX2	NDUFA1	NDUFA2	NDUFA5	NDUFA6	NDUFA7	NDUFA8	NDUFA9	NA	NDUFB3	NDUFB4	NA	NDUFB6	NDUFB8	NDUFC1	NDUFS1	NDUFS2	NDUFS3	NDUFS4	NDUFS6	NDUFS7	NDUFS8	NDUFV1	NDUFV2	NNT	NQO2	OAT	OGDH	OPA1	OXA1L	PDHA1	PDHB	PDHX	PDK4	PDP1	PHB2	PHYH	PMPCA	POLR2F	LOC103166048	PRDX3	RETSAT	RHOT1	RHOT2	SDHA	SDHB	SDHC	SLC25A11	SLC25A12	SLC25A20	SLC25A3	SLC25A4	SLC25A5	SUCLA2	SUCLG1	SUPV3L1	LOC100086163	TIMM10	TIMM17A	TOMM22	TOMM70	UQCR11	LOC100073821	LOC100074417	LOC100077249	LOC100074926	LOC114818207	LOC100080559	VDAC1	VDAC2	VDAC3
HALLMARK_P53_PATHWAY	na	ABAT	ABCC5	ABHD4	ACVR1B	ADA	AK1	LOC100078105	ANKRA2	APAF1	APP	ATF3	BAIAP2	BAX	BLCAP	BMP2	LOC100078458	CCND2	CCND3	CCNG1	CCNK	CCP110	CD82	CDH13	CDK5R1	LOC114807863	CLCA2	COQ8A	CTSD	CYFIP2	DCXR	DDB2	DDIT3	DDIT4	DEF6	DNTTIP2	NA	EI24	ELP1	EPHA2	EPHX1	ERCC5	F2R	FAS	FBXW7	FDXR	FGF13	FOS	FOXO3	FUCA1	NA	GLS2	GM2A	HDAC3	HEXIM1	HMOX1	HRAS	HSPA4L	IER3	IFI30	INHBB	IP6K2	IRAG2	IRAK1	ISCU	ITGB4	JAG2	KIF13B	KLF4	KLK8	NA	LIF	MAPKAPK3	MKNK2	MXD1	MXD4	NDRG1	NHLH2	NOL8	NOTCH1	OSGIN1	PCNA	PDGFA	PERP	PHLDA3	PITPNC1	PLK2	PLK3	PLXNB2	POLH	POM121	PPM1D	PPP1R15A	NA	PRMT2	PROCR	PTPN14	PTPRE	RAB40C	RACK1	RAD51C	RAD9A	RALGDS	RAP2B	RB1	RCHY1	RETSAT	RGS16	RHBDF2	RNF19B	RPL18	RPL36	RPS12	RPS27L	RRAD	RRP8	RXRA	S100A10	S100A4	SAT1	SDC1	SEC61A1	SERPINB5	SESN1	SFN	SLC19A2	SLC35D1	SLC3A2	SLC7A11	SOCS1	SPHK1	ST14	STOM	TAP1	TAX1BP3	NA	TGFA	TGFB1	TM4SF1	TM7SF3	TNFSF9	TOB1	TP63	TPRKB	TRAF4	TRAFD1	TRIAP1	TSC22D1	TXNIP	UPP1	VDR	LOC100087394	WRAP73	WWP1	XPC	ZFP36L1	ZMAT3	ZNF365
HALLMARK_PANCREAS_BETA_CELLS	na	ABCC8	AKT3	NA	NA	ELP4	FOXA2	FOXO1	G6PC2	GCG	LOC100091176	HNF1A	IAPP	INS	INSM1	ISL1	LMO2	MAFB	NKX6-1	PAK3	NA	PAX6	PCSK1	PCSK2	PDX1	PKLR	NA	SEC11A	SLC2A2	SRP9	NA	SST	STXBP1	SYT13	VDR
HALLMARK_PEROXISOME	na	ABCB1	ABCB1	ABCB9	ABCC5	ABCC8	ABCD1	ABCD2	ABCD3	ACAA1	ACOX1	ACSL1	ACSL4	ACSL5	ALB	ALDH1A1	ALDH9A1	ATXN1	CACNA1B	CADM1	CAT	CDK7	CEL	CLN6	CLN8	LOC100073621	CRABP1	CRABP2	CRAT	CTBP1	CTPS1	DHCR24	DHRS3	DIO1	DLG4	ECH1	ECI2	EHHADH	ELOVL5	EPHX2	ERCC3	ESR2	FADS1	GNPAT	GSTK1	HAO2	HMGCL	HRAS	HSD11B2	LOC100085529	HSD17B4	IDE	IDH2	IDI1	ITGB1BP1	LONP2	MLYCD	MSH2	MVP	NUDT19	PABPC1	PEX11B	PEX13	PEX14	PEX5	PEX6	PRDX1	NA	RETSAT	SCGB1A1	SEMA3C	SIAH1	SLC23A2	SLC25A17	SLC25A19	SLC25A4	SLC27A2	SMARCC1	SOD2	STS	SULT2B1	TOP2A	TTR	KDSR	YWHAH
HALLMARK_PI3K_AKT_MTOR_SIGNALING	na	ACACA	ACTR2	ADCY2	AKT1	AP2M1	ARF1	ARHGDIA	ARPC3	ATF1	CAB39	CAB39L	CALR	CAMK4	CDK1	CDK2	CDKN1B	CFL1	CLTC	CSNK2B	CXCR4	DAPP1	DDIT3	ECSIT	EGFR	EIF4E	FASLG	FGF17	FGF6	GNGT1	GRB2	GRK2	GSK3B	HRAS	HSP90B1	IRAK4	ITPR2	LCK	MAP2K3	MAP2K6	MAPK1	MAPK10	MAPK8	MAPK9	MAPKAP1	MKNK2	MYD88	NCK1	NOD1	PFN1	PIK3R3	PIKFYVE	PIN1	PLCB1	PLCG1	PPP1CA	PPP2R1B	PRKAG1	PRKAR2A	PRKCB	PTPN11	RAC1	RAF1	RALB	RIPK1	RPS6KA1	RPS6KA3	SFN	SLA	SLC2A1	SMAD2	SQSTM1	NA	TBK1	TIAM1	TRAF2	TSC2	UBE2D3	UBE2N	VAV3	YWHAB
HALLMARK_PROTEIN_SECRETION	na	ABCA1	ADAM10	AP1G1	AP2B1	AP2M1	AP2S1	AP3B1	ARCN1	ARF1	ARFGAP3	ARFGEF1	ARFGEF2	ARFIP1	ATP1A1	ATP6V1B1	ATP6V1H	ATP7A	BNIP3	CD63	CLCN3	CLN5	CLTC	COG2	COPB1	COPB2	COPE	CTSC	DNM1L	DOP1A	EGFR	ERGIC3	GALC	GBF1	GLA	GNAS	GOLGA4	GOSR2	ICA1	IGF2R	KIF1B	KRT18	LMAN1	MAPK1	MON2	NAPA	NAPG	OCRL	PAM	PPT1	RAB14	RAB22A	RAB2A	RAB5A	RAB9A	RER1	RPS6KA3	SCAMP1	SCRN1	SEC22B	SEC24D	SEC31A	SGMS1	SH3GL2	SNX2	SSPN	STAM	STX12	STX16	STX7	TMED2	TMX1	NA	TPD52	TSG101	TSPAN8	USO1	VAMP3	VAMP4	VAMP7	VPS45	KDSR	NA	ZW10
HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	na	ABCC1	CAT	CDKN2D	FES	FTL	G6PD	GCLC	GCLM	GLRX	NA	GPX4	GSR	HHEX	HMOX2	IPCEF1	JUNB	NA	MBP	MGST1	MPO	NA	NDUFA6	NDUFB4	NDUFS2	NQO1	OXSR1	PDLIM1	PFKP	PRDX1	PRDX2	NA	PRDX6	PTPA	SBNO2	SCAF4	NA	SOD2	SRXN1	STK25	LOC100076650	TXNRD1	TXNRD2
HALLMARK_SPERMATOGENESIS	na	ACE	ADAD1	ADAM2	ADCYAP1	AGFG1	AKAP4	ARL4A	ART3	AURKA	BRAF	BUB1	CAMK4	CCNA1	CCNB2	CCT6A	CDK1	CDKN3	CFTR	CHFR	CLGN	CLPB	CLVS1	COIL	CSNK2A2	DCC	DDX25	DDX4	DMC1	DMRT1	DNAJB8	ELOVL3	EZH2	GAD1	GAPDHS	GRM8	GSG1	LOC100681387	NA	HOXB1	LOC100091897	HSPA2	HSPA4L	HTR5A	IDE	IFT88	IL12RB2	IL13RA2	IP6K1	JAM3	KIF2C	LPIN1	MAP7	MAST2	MEP1B	MLF1	MLLT10	MTNR1A	MTOR	NCAPH	NEK2	NF2	NOS1	NPHP1	NPY5R	ODF1	NA	PAPOLA	PARP2	PCSK4	PDHA1	PGK1	PGS1	PHF7	PHKG2	PIAS2	PRKAR2A	PSMG1	RAD17	RFC4	SCG3	SCG5	SEPTIN4	LOC100073822	LOC100093462	SNAP91	SPATA6	STAM2	STRBP	NA	TALDO1	TCP11	TEKT2	THEG	TLE4	TNNI3	TOPBP1	TSSK2	TTK	VDAC3	ZC3H14	ZPBP
HALLMARK_TGF_BETA_SIGNALING	na	ACVR1	APC	ARID4B	BCAR3	BMP2	BMPR1A	BMPR2	CDH3	CDK9	CTNNB1	ENG	FNTA	FURIN	HDAC1	HIPK2	ID2	IFNGR2	JUNB	KLF10	LOC107548055	NCOR2	PMEPA1	PPM1A	PPP1CA	PPP1R15A	RAB31	RHOA	SERPINE1	SKI	SKIL	SLC20A1	SMAD1	SMAD3	SMAD6	SMURF1	SMURF2	SPTBN1	TGFB1	TGFBR1	TGIF1	THBS1	TJP1	TRIM33	UBE2D3	WWTR1	XIAP
HALLMARK_TNFA_SIGNALING_VIA_NFKB	na	ABCA1	ACKR3	NA	ATF3	ATP2B1	B4GALT1	BCL2A1	BCL3	BCL6	LOC100077243	LOC100077243	BMP2	BTG3	NA	CCL20	CCN1	CCND1	CCNL1	LOC100083270	NA	LOC100091714	CD83	CEBPB	CLCF1	CSF1	LOC100080367	NA	LOC100080367	LOC100080367	LOC100080367	RIGI	DENND5A	DNAJB4	NA	DUSP1	DUSP5	EDN1	EFNA1	EGR3	EHD1	ETS2	F3	FJX1	FOS	FOSB	FOSL1	FOSL2	NA	GCH1	GEM	GFPT2	LOC100079029	HES1	ICOSLG	ID2	IER2	IER3	IFIH1	LOC100075203	IFNGR2	IL12B	NA	IL18	LOC103165286	IL23A	IL6	IL6ST	IL7R	INHBA	JAG1	JUNB	KLF10	KLF2	KLF4	KLF6	KLF9	KYNU	LAMB3	LDLR	LIF	LITAF	MAP2K3	MAP3K8	MXD1	MYC	NAMPT	NFAT5	NFE2L2	NFKB1	NFKB2	NFKBIA	NFKBIE	NR4A1	NR4A2	NR4A3	OLR1	PANX1	PDE4B	PER1	PFKFB3	PHLDA2	PLAU	PLAUR	PLEK	PLK2	PMEPA1	PPP1R15A	PTGER4	PTGS2	PTPRE	PTX3	RCAN1	REL	RELA	RHOB	RIPK2	RNF19B	SAT1	SDC4	LOC100074025	SERPINE1	SGK1	SIK1	SLC16A6	SLC2A3	SLC2A6	SMAD3	SNN	SOCS3	SOD2	SPHK1	SPSB1	SQSTM1	TANK	TAP1	TGIF1	TIPARP	TNC	NA	TNFAIP3	TNFAIP6	TNFAIP8	TNFRSF9	TNFSF9	TNIP1	TNIP2	TRAF1	TRIB1	TSC22D1	LOC114805389	YRDC	ZBTB10	ZC3H12A
HALLMARK_UNFOLDED_PROTEIN_RESPONSE	na	ALDH18A1	ARFGAP1	ATF3	ATF4	ATF6	ATP6V0D1	BAG3	BANF1	CALR	NA	CEBPB	CEBPG	CKS1B	CNOT2	CNOT4	CNOT6	CXXC1	DCP2	DCTN1	DDIT4	DDX10	DKC1	DNAJA4	DNAJB9	DNAJC3	EDC4	EDEM1	EEF2	EIF2AK3	EIF2S1	EIF4A1	EIF4A2	EIF4A3	EIF4E	NA	EIF4G1	ERO1A	EXOC2	EXOSC1	EXOSC10	EXOSC2	EXOSC4	EXOSC9	FKBP14	FUS	NA	GOSR2	LOC100086273	HERPUD1	HSP90B1	HSPA5	HSPA9	HYOU1	IARS1	LOC100075203	IGFBP1	KDELR3	KHSRP	KIF5B	LSM1	LSM4	MTHFD2	MTREX	NABP1	NFYA	NHP2	NOLC1	NOP14	NOP56	NPM1	PAIP1	PARN	PDIA6	POP4	PREB	PSAT1	RPS14	SDAD1	SEC11A	SEC31A	SHC1	SLC1A4	SLC30A5	NA	SPCS3	SRPRA	NA	SSR1	STC2	TARS1	SKIC3	LOC114805389	WFS1	WIPI1	NA	XPOT	YIF1A	YWHAZ	ZBTB17
HALLMARK_UV_RESPONSE_DN	na	ABCC1	ACVR2A	ADD3	ADGRL2	ADORA2B	AGGF1	AKT3	AMPH	ANXA2	ANXA4	APBB2	ARHGEF9	ATP2B1	ATP2B4	ATP2C1	ATRX	ATXN1	BCKDHB	BDNF	BMPR1A	CACNA1A	CAP2	CAV1	CCN1	CDC42BPA	CDKN1B	CDON	CELF2	COL11A1	COL1A1	COL1A2	COL3A1	COL5A2	DAB2	DDAH1	DLG1	DMAC2L	DUSP1	DYRK1A	EFEMP1	ERBB2	F3	FBLN5	FHL2	FYN	FZD2	GCNT1	GJA1	GRK5	HAS2	ICA1	IGF1R	IGFBP5	INPP4B	INSIG1	IRS1	ITGB3	KALRN	KCNMA1	KIT	LAMC1	LDLR	LPAR1	LTBP1	MAGI2	MAP1B	MAP2K5	MET	MGLL	MGMT	MIOS	MMP16	MRPS31	NA	MTA1	MYC	NFIB	NFKB1	NIPBL	NA	RPL15	NR3C1	NRP1	PDGFRB	PEX14	PHF3	PIK3CD	PIK3R3	PLCB4	PPARG	PRDM2	PRKAR2B	PRKCA	PTGFR	PTPN21	RASA2	RGS4	RND3	RUNX1	RXRA	SCAF8	NA	SCN8A	SDC2	SERPINE1	SFMBT1	SIPA1L1	SLC22A18	SLC7A1	SMAD3	SNAI2	SPOP	SYNE1	SYNJ2	TENT4A	TFPI	TGFBR2	TGFBR3	TJP1	TOGARAM1	VAV2	VLDLR	WDR37	YTHDC1	ZMIZ1
HALLMARK_UV_RESPONSE_UP	na	ABCB1	ACAA1	AGO2	ALAS1	ALDOA	AMD1	AP2S1	AQP3	NA	ATF3	ATP6V1C1	ATP6V1F	BCL2L11	NA	BMP2	BSG	BTG3	LOC100075583	CASP3	NA	CCND3	CCNE1	CDC34	CDC5L	CDK2	LOC114807863	CDO1	CEBPG	CHRNA5	CLCN2	CLTB	CNP	COL2A1	CREG1	LOC100093369	LOC100080367	LOC100079093	CYB5R1	CYP1A1	DGAT1	DLG4	DNAJA1	DNAJB1	E2F5	EIF2S3	EIF5	ENO2	EPCAM	EPHX1	FEN1	FKBP4	FOS	FOSB	FURIN	GAL	GCH1	GGH	GRINA	GRPEL1	LOC100086273	LOC100091425	LOC100529072	NA	NA	HMOX1	HNRNPU	HSPA13	HSPA2	HYAL2	IL6	IL6ST	JUNB	KCNH2	KLHDC3	LHX2	LYN	MAOA	MAPK8IP2	MMP14	MSX1	LOC100077007	NFKBIA	NPTX2	NPTXR	NR4A1	NTRK3	NUP58	OLFM1	ONECUT1	PARP2	PDAP1	PDLIM3	PLCL1	POLE3	POLG2	POLR2H	PPAT	PPIF	PPP1R2	PPT1	PRKACA	PRKCD	PRPF3	PSMC3	PTPRD	RAB27A	RASGRP1	RET	RFC4	RHOB	RPN1	RRAD	SHOX2	SIGMAR1	SLC25A4	SLC6A8	SOD2	SPR	SQSTM1	STARD3	STIP1	STK25	SULT1A	TACR3	TAP1	TARS1	TFRC	TGFBRAP1	TMBIM6	TST	TUBA4A	TYRO3	UROD	NA
HALLMARK_WNT_BETA_CATENIN_SIGNALING	na	ADAM17	AXIN1	NA	CCND2	LOC100090166	CTNNB1	CUL1	DKK1	DKK4	DLL1	DVL2	FZD8	GNAI1	HDAC11	HDAC2	HEY1	HEY2	JAG1	JAG2	KAT2A	LEF1	MAML1	MYC	NCOR2	NCSTN	NKD1	NOTCH1	PPARD	PSEN2	PTCH1	RBPJ	SKP2	WNT5B	WNT6
HALLMARK_XENOBIOTIC_METABOLISM	na	ABCC2	ABCC3	ABCD2	ABHD6	ACO2	ACOX1	ACOX2	ACP1	ACP2	LOC100088518	AHCY	LOC100085065	LOC100085965	LOC100085065	ALAS1	ALDH2	LOC100077088	ALDH9A1	ANGPTL3	AP4B1	APOE	AQP9	ARG1	ARG2	ARPP19	ASL	ATP2A2	BCAR1	BCAT1	NA	LOC100075583	CASP6	CAT	LOC100081857	CD36	CDA	CDO1	LOC100079382	LOC100076899	LOC100077745	NA	CSAD	LOC100075566	CYFIP2	LOC100080906	CYP1A1	CYP1A1	LOC100093207	LOC100092254	LOC100087745	DCXR	DDAH2	DDC	DDT	NA	ECH1	ELOVL5	ENPEP	EPHA2	EPHX1	ETFDH	ETS2	F10	LOC100089965	FABP1	FAH	FAS	FBLN1	LOC114808101	LOC100084402	G6PC1	NA	GAD1	GART	GCH1	GCLC	GNMT	GSR	GSS	GSTO1	HACL1	NA	HGFAC	HMOX1	HNF4A	HPRT1	HSD11B1	HSD17B2	ID2	IGF1	IGFBP1	IGFBP4	IL1R1	IRF8	NA	JUP	KARS1	KYNU	LCAT	LONP1	LPIN2	MAOA	MARCHF6	MBL2	MCCC2	MPP2	NA	MTHFD1	NDRG2	NFS1	NMT1	NPC1	NQO1	PAPSS2	PDK4	PEMT	PGD	PINK1	LOC100088128	LOC103166048	PPARD	PROS1	PSMB10	PTGDS	PTGES	PTGES3	PTGR1	PTS	PYCR1	RAP1GAP	RBP4	RETSAT	SAR1B	SERPINE1	SERTAD1	SHMT2	SLC12A4	SLC1A5	SLC35D1	SLC46A3	SLC6A6	SMOX	SPINT2	SSR3	TAT	TDO2	TGFB2	TKFC	TMBIM6	TMEM176B	TPST1	TTPA	TYR	UGDH	UPB1	UPP1	VTN	LOC100078272