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Submissions

heparanase

Summary

Gene Symbol

HPSE

Aliases

HPA
HPSE1
HSE1

Organism

Homo sapiens (human)

External Links

NCBI Gene

10855

HGNC

5164

KEGG Gene ID

hsa:10855

PubChem

10855

Alliance of Genome Resources

HGNC:5164

Annotation

Keyword

3D-structure
Alternative splicing
Calcium
Cell adhesion
Direct protein sequencing
Disulfide bond
Glycoprotein
Hydrolase
Lysosome
Magnesium
Membrane
Nucleus
Reference proteome
Secreted
Signal

Proteins

Displaying 1 entry
UniProt	Protein Name
Q9Y251	Endo-glucoronidase Heparanase-1

Annotation information from UniProt.

Gene Ontology (GO)

Displaying entries **6 - 10** of 15 in total

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GO Term	Evidence Code	PMID
response to antibiotic	IEA
heparin metabolic process	IEA
positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction	IDA	15044433
proteoglycan metabolic process	TAS	10446189
positive regulation of blood coagulation	IDA	20634491

GO Hierarchy

biological process

metabolic process [inference]

nitrogen compound metabolic process [inference]

organonitrogen compound metabolic process [inference]

aminoglycan metabolic process [inference]

glycosaminoglycan metabolic process [inference]

mucopolysaccharide metabolic process [inference]

heparin metabolic process

protein metabolic process [inference]

glycoprotein metabolic process [inference]

proteoglycan metabolic process

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

protein catabolic process [inference]

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

organonitrogen compound catabolic process [inference]

protein catabolic process [inference]

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

catabolic process [inference]

cellular catabolic process [inference]

sulfur compound catabolic process [inference]

heparan sulfate proteoglycan catabolic process

organic substance catabolic process [inference]

macromolecule catabolic process [inference]

protein catabolic process [inference]

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

carbohydrate derivative catabolic process [inference]

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

organonitrogen compound catabolic process [inference]

protein catabolic process [inference]

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

cellular metabolic process [inference]

sulfur compound metabolic process [inference]

heparin metabolic process

sulfur compound catabolic process [inference]

heparan sulfate proteoglycan catabolic process

cellular catabolic process [inference]

sulfur compound catabolic process [inference]

heparan sulfate proteoglycan catabolic process

primary metabolic process [inference]

protein metabolic process [inference]

glycoprotein metabolic process [inference]

proteoglycan metabolic process

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

protein catabolic process [inference]

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

organic substance metabolic process [inference]

macromolecule metabolic process [inference]

aminoglycan metabolic process [inference]

glycosaminoglycan metabolic process [inference]

mucopolysaccharide metabolic process [inference]

heparin metabolic process

macromolecule catabolic process [inference]

protein catabolic process [inference]

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

protein metabolic process [inference]

glycoprotein metabolic process [inference]

proteoglycan metabolic process

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

protein catabolic process [inference]

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

carbohydrate derivative metabolic process [inference]

aminoglycan metabolic process [inference]

glycosaminoglycan metabolic process [inference]

mucopolysaccharide metabolic process [inference]

heparin metabolic process

glycoprotein metabolic process [inference]

proteoglycan metabolic process

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

carbohydrate derivative catabolic process [inference]

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

organonitrogen compound metabolic process [inference]

aminoglycan metabolic process [inference]

glycosaminoglycan metabolic process [inference]

mucopolysaccharide metabolic process [inference]

heparin metabolic process

protein metabolic process [inference]

glycoprotein metabolic process [inference]

proteoglycan metabolic process

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

protein catabolic process [inference]

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

organonitrogen compound catabolic process [inference]

protein catabolic process [inference]

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

organic substance catabolic process [inference]

macromolecule catabolic process [inference]

protein catabolic process [inference]

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

carbohydrate derivative catabolic process [inference]

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

organonitrogen compound catabolic process [inference]

protein catabolic process [inference]

glycoprotein catabolic process [inference]

proteoglycan catabolic process [inference]

heparan sulfate proteoglycan catabolic process

cellular process [inference]

cell adhesion [inference]

cell-substrate adhesion [inference]

cell-matrix adhesion

cellular metabolic process [inference]

sulfur compound metabolic process [inference]

heparin metabolic process

sulfur compound catabolic process [inference]

heparan sulfate proteoglycan catabolic process

cellular catabolic process [inference]

sulfur compound catabolic process [inference]

heparan sulfate proteoglycan catabolic process

cellular developmental process [inference]

cell development [inference]

epithelial cell development [inference]

endothelial cell development [inference]

establishment of endothelial barrier

cellular localization [inference]

cellular macromolecule localization [inference]

protein localization [inference]

establishment of protein localization [inference]

protein transport [inference]

protein transmembrane transport

transmembrane transport [inference]

protein transmembrane transport

developmental process [inference]

anatomical structure formation involved in morphogenesis [inference]

angiogenesis [inference]

angiogenesis involved in wound healing

vascular wound healing

anatomical structure development [inference]

cell development [inference]

epithelial cell development [inference]

endothelial cell development [inference]

establishment of endothelial barrier

cellular developmental process [inference]

cell development [inference]

epithelial cell development [inference]

endothelial cell development [inference]

establishment of endothelial barrier

response to stimulus [inference]

response to chemical [inference]

response to antibiotic

localization [inference]

macromolecule localization [inference]

cellular macromolecule localization [inference]

protein localization [inference]

establishment of protein localization [inference]

protein transport [inference]

protein transmembrane transport

establishment of localization [inference]

transport [inference]

transmembrane transport [inference]

protein transmembrane transport

organic substance transport [inference]

protein transport [inference]

protein transmembrane transport

nitrogen compound transport [inference]

protein transport [inference]

protein transmembrane transport

establishment of protein localization [inference]

protein transport [inference]

protein transmembrane transport

cellular localization [inference]

cellular macromolecule localization [inference]

protein localization [inference]

establishment of protein localization [inference]

protein transport [inference]

protein transmembrane transport

biological regulation [inference]

regulation of biological process [inference]

regulation of metabolic process [inference]

regulation of biosynthetic process [inference]

positive regulation of biosynthetic process [inference]

positive regulation of cellular biosynthetic process [inference]

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

regulation of cellular biosynthetic process [inference]

regulation of macromolecule biosynthetic process [inference]

regulation of gene expression [inference]

regulation of cytokine production [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

regulation of vascular endothelial growth factor production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of cellular biosynthetic process [inference]

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of metabolic process [inference]

positive regulation of biosynthetic process [inference]

positive regulation of cellular biosynthetic process [inference]

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of macromolecule metabolic process [inference]

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of cellular metabolic process [inference]

positive regulation of cellular biosynthetic process [inference]

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

regulation of cellular metabolic process [inference]

positive regulation of cellular metabolic process [inference]

positive regulation of cellular biosynthetic process [inference]

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

regulation of cellular biosynthetic process [inference]

regulation of macromolecule biosynthetic process [inference]

regulation of gene expression [inference]

regulation of cytokine production [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

regulation of vascular endothelial growth factor production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of cellular biosynthetic process [inference]

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

regulation of macromolecule metabolic process [inference]

regulation of macromolecule biosynthetic process [inference]

regulation of gene expression [inference]

regulation of cytokine production [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

regulation of vascular endothelial growth factor production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of macromolecule metabolic process [inference]

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

regulation of signaling [inference]

regulation of signal transduction [inference]

positive regulation of signal transduction [inference]

positive regulation of intracellular signal transduction [inference]

positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction

regulation of intracellular signal transduction [inference]

regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction [inference]

positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction

positive regulation of intracellular signal transduction [inference]

positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction

positive regulation of signaling [inference]

positive regulation of signal transduction [inference]

positive regulation of intracellular signal transduction [inference]

positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction

positive regulation of biological process [inference]

positive regulation of metabolic process [inference]

positive regulation of biosynthetic process [inference]

positive regulation of cellular biosynthetic process [inference]

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of macromolecule metabolic process [inference]

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of cellular metabolic process [inference]

positive regulation of cellular biosynthetic process [inference]

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of signaling [inference]

positive regulation of signal transduction [inference]

positive regulation of intracellular signal transduction [inference]

positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction

positive regulation of cellular process [inference]

positive regulation of cell population proliferation [inference]

positive regulation of osteoblast proliferation

positive regulation of cell communication [inference]

positive regulation of signal transduction [inference]

positive regulation of intracellular signal transduction [inference]

positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction

positive regulation of cellular metabolic process [inference]

positive regulation of cellular biosynthetic process [inference]

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of response to stimulus [inference]

positive regulation of signal transduction [inference]

positive regulation of intracellular signal transduction [inference]

positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction

positive regulation of response to wounding [inference]

positive regulation of wound healing [inference]

positive regulation of blood coagulation

positive regulation of developmental process [inference]

positive regulation of hair follicle development

positive regulation of multicellular organismal process [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of coagulation [inference]

positive regulation of blood coagulation

positive regulation of hair follicle development

positive regulation of hemostasis [inference]

positive regulation of blood coagulation

regulation of response to stimulus [inference]

regulation of signal transduction [inference]

positive regulation of signal transduction [inference]

positive regulation of intracellular signal transduction [inference]

positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction

regulation of intracellular signal transduction [inference]

regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction [inference]

positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction

positive regulation of intracellular signal transduction [inference]

positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction

regulation of response to external stimulus [inference]

regulation of blood coagulation [inference]

positive regulation of blood coagulation

positive regulation of response to stimulus [inference]

positive regulation of signal transduction [inference]

positive regulation of intracellular signal transduction [inference]

positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction

positive regulation of response to wounding [inference]

positive regulation of wound healing [inference]

positive regulation of blood coagulation

regulation of response to stress [inference]

regulation of response to wounding [inference]

regulation of wound healing [inference]

regulation of blood coagulation [inference]

positive regulation of blood coagulation

positive regulation of wound healing [inference]

positive regulation of blood coagulation

positive regulation of response to wounding [inference]

positive regulation of wound healing [inference]

positive regulation of blood coagulation

regulation of developmental process [inference]

positive regulation of developmental process [inference]

positive regulation of hair follicle development

regulation of multicellular organismal development [inference]

regulation of hair follicle development

positive regulation of hair follicle development

regulation of cellular process [inference]

regulation of cell communication [inference]

regulation of signal transduction [inference]

positive regulation of signal transduction [inference]

positive regulation of intracellular signal transduction [inference]

positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction

regulation of intracellular signal transduction [inference]

regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction [inference]

positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction

positive regulation of intracellular signal transduction [inference]

positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction

positive regulation of cell communication [inference]

positive regulation of signal transduction [inference]

positive regulation of intracellular signal transduction [inference]

positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction

regulation of cellular metabolic process [inference]

positive regulation of cellular metabolic process [inference]

positive regulation of cellular biosynthetic process [inference]

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

regulation of cellular biosynthetic process [inference]

regulation of macromolecule biosynthetic process [inference]

regulation of gene expression [inference]

regulation of cytokine production [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

regulation of vascular endothelial growth factor production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of cellular biosynthetic process [inference]

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

regulation of cell population proliferation [inference]

positive regulation of cell population proliferation [inference]

positive regulation of osteoblast proliferation

regulation of osteoblast proliferation [inference]

positive regulation of osteoblast proliferation

positive regulation of cellular process [inference]

positive regulation of cell population proliferation [inference]

positive regulation of osteoblast proliferation

positive regulation of cell communication [inference]

positive regulation of signal transduction [inference]

positive regulation of intracellular signal transduction [inference]

positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction

positive regulation of cellular metabolic process [inference]

positive regulation of cellular biosynthetic process [inference]

positive regulation of macromolecule biosynthetic process [inference]

positive regulation of gene expression [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

regulation of multicellular organismal process [inference]

regulation of cytokine production [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

regulation of vascular endothelial growth factor production [inference]

positive regulation of vascular endothelial growth factor production

regulation of hair cycle [inference]

regulation of hair follicle development

positive regulation of hair follicle development

regulation of coagulation [inference]

regulation of blood coagulation [inference]

positive regulation of blood coagulation

positive regulation of coagulation [inference]

positive regulation of blood coagulation

positive regulation of multicellular organismal process [inference]

positive regulation of cytokine production [inference]

positive regulation of vascular endothelial growth factor production

positive regulation of coagulation [inference]

positive regulation of blood coagulation

positive regulation of hair follicle development

regulation of multicellular organismal development [inference]

regulation of hair follicle development

positive regulation of hair follicle development

regulation of hemostasis [inference]

regulation of blood coagulation [inference]

positive regulation of blood coagulation

positive regulation of hemostasis [inference]

positive regulation of blood coagulation

regulation of biological quality [inference]

regulation of body fluid levels [inference]

regulation of hemostasis [inference]

regulation of blood coagulation [inference]

positive regulation of blood coagulation

positive regulation of hemostasis [inference]

positive regulation of blood coagulation

Displaying entries **1 - 5** of 12 in total

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GO Term	Evidence Code	PMID
extracellular matrix	IBA
specific granule lumen	TAS
lysosomal lumen	TAS
intracellular membrane-bounded organelle	IDA
membrane raft	IEA

GO Hierarchy

cellular component

protein-containing complex [inference]

catalytic complex [inference]

heparanase complex

cellular anatomical entity [inference]

membrane [inference]

organelle membrane [inference]

bounding membrane of organelle [inference]

vacuolar membrane [inference]

lytic vacuole membrane [inference]

lysosomal membrane

membrane microdomain [inference]

membrane raft

external encapsulating structure [inference]

extracellular matrix

membrane-enclosed lumen [inference]

organelle lumen [inference]

vesicle lumen [inference]

cytoplasmic vesicle lumen [inference]

secretory granule lumen [inference]

specific granule lumen

intracellular organelle lumen [inference]

vacuolar lumen [inference]

lysosomal lumen

cytoplasmic vesicle lumen [inference]

secretory granule lumen [inference]

specific granule lumen

organelle [inference]

membrane-bounded organelle [inference]

intracellular membrane-bounded organelle

nucleus

vacuole [inference]

lytic vacuole [inference]

lysosome

intracellular organelle [inference]

intracellular membrane-bounded organelle

nucleus

vacuole [inference]

lytic vacuole [inference]

lysosome

Displaying **all 4** entries
GO Term	Evidence Code	PMID
protein binding	IPI	12927802 15292202 20561914 20634491
heparanase activity	IDA	12213822 12927802
syndecan binding	IDA	15292202
beta-glucuronidase activity	TAS	10395325

GO Hierarchy

molecular function

catalytic activity [inference]

hydrolase activity [inference]

hydrolase activity, acting on glycosyl bonds [inference]

hydrolase activity, hydrolyzing O-glycosyl compounds [inference]

binding [inference]

protein binding

proteoglycan binding [inference]

syndecan binding

carbohydrate derivative binding [inference]

proteoglycan binding [inference]

syndecan binding

Gene Ontology information from NCBI Gene and UniProt.

OrthoDB (Group)

Group level

Eukaryota

Group Name

Heparanase

Functional Category

G: Carbohydrate transport and metabolism
M: Cell wall/membrane/envelope biogenesis
T: Signal transduction mechanisms

Displaying 1 entry
Gene Ontology
hydrolase activity, acting on glycosyl bonds

Displaying **all 2** entries
InterPro
Glycoside hydrolase superfamily
Glycoside hydrolase, family 79

KEGG BRITE Database

Orthology

K07964

Name

heparanase [EC:3.2.1.166]

References

10405343

Ortholog

Displaying entries **51 - 60** of 73 in total

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Species	Gene ID	Alliance of Genome Resources	Orthologous MAtrix
Salmo salar	106563622		SALSA71277
Sinocyclocheilus grahami	107589237		SINGR45305
Sinocyclocheilus grahami	107591750		SINGR50248
Ictalurus punctatus	108278991		ICTPU11875
Rhinopithecus bieti	108531149		RHIBE39367
Xenopus laevis	108719705	Xenbase:XB-GENE-6486557
Pseudonaja textilis	113434882		PSETE05703
Electrophorus electricus	113570752		ELEEL08258
Vombatus ursinus	114037525		VOMUR20331
Podarcis muralis	114604526		PODMU30410

GlyTouCan

GlyComb

GlycoPOST

UniCarb-DR

LM-GlycoRepo

All Resources

Other Information

Tools

Search Tools

Summary

External Links

Annotation

OrthoDB (Group)

KEGG BRITE Database

International Collaboration

Acknowledgements