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3did

Pfam domain pairs, and Pfam domains with linear motifs, in contact in PDB structures, with the structures.

12,74836%
ABS

Experimentally verified transcription factor binding sites in the promoters of orthologous genes of human, mouse, rat and chicken.

27936%
ACSN

Binary relations between proteins derived from the ACSN 2.0 cancer signaling maps: complex formation and regulation of reactions.

3,21317%
Adhesome

Activating, inhibiting and binding interactions between the components of integrin adhesions, with publications.

44320%
Almen2009

Classification of 6,264 human membrane proteins into receptor, transporter, enzyme and other families.

12,51764%
AlzPathway

Complexes of the AlzPathway map of Alzheimer's disease signaling, with their components and publications.

57554%
APO

Ascomycete Phenotype Ontology: the phenotypes observed in yeast mutants, with their qualifiers, mutant types and experiment types.

30950%
ARN

Curated stimulating, inhibiting and undirected interactions of human autophagy proteins, with PubMed references.

15262%
Baccin2019

Manually checked mouse ligand–receptor pairs, with heteromeric receptors and their publications.

57443%
BindingDB

Measured binding affinities between small molecules and protein targets.

1,169,85740%
BioGRID

Physical and genetic interactions of genes and proteins of all organisms curated by BioGRID from the literature (release 5.0.262), with the experimental system, throughput, score and publication of each, the experimental context (cell line, tissue, disease and other ontology terms, with their qualifiers) and the modification observed, and the phenotypes of genetic interactions as associations of the genes to the phenotype terms.

181,7567%
BRENDA

Protein enzyme-class annotations and the enzyme classification hierarchy.

77,03860%
BTO

BRENDA Tissue Ontology: tissues, cell lines, cell types and cell cultures that are enzyme sources.

6,51146%
CA1

Activating, inhibitory and neutral links between signaling proteins of the hippocampal CA1 neuron, with publications.

88646%
CancerCellMap

Protein interactions and state changes of ten cancer signaling pathways, with publications.

1,56950%
CancerDrugsDB

Licensed cancer drugs with the target genes listed for them.

1,88924%
CancerSEA

Gene sets (signatures) of 14 functional states of cancer cells, collected from databases and the literature.

1,25844%
CellCall

Ligand–receptor pairs of the core and extended CellCall sets for human and mouse.

92128%
CellCellInteractions

Genes classified by the Bader lab as ligands, receptors and extracellular matrix proteins.

3,47447%
CellChat

Ligand–receptor interactions, protein complexes and signaling cofactors from CellChatDB.

4,59430%
Cellinker

Ligand–receptor and metabolite–protein interactions for intercellular communication.

13,94742%
CellPhoneDB

Ligand–receptor interactions, multisubunit protein complexes, and the roles of the proteins and complexes (receptor, secreted, transmembrane).

2,90636%
CellTalkDB

Literature-supported ligand–receptor pairs for human and mouse.

5,57251%
CellTypist

Curated marker genes and model top genes of immune cell types, with Cell Ontology terms.

64234%
ChEBI

Chemical entities, identifiers and the ChEBI ontology hierarchy.

215,88037%
ChEMBL

Bioactive compounds, molecular targets and ligand–target activity measurements.

1,451,47335%
ChemOnt

Chemical classification concepts and their ontology hierarchy.

4,82550%
CL

Cell Ontology: a structured vocabulary of cell types.

3,33540%
CollecTRI

Transcription factor–target gene regulation with literature references, source databases and the mode of regulation where publications support it.

8,02716%
CollecTRI2

Transcription factor-target gene regulation from text mining and curated resources, with the supporting sources, literature references and the mode of regulation where the evidence states it.

16,4497%
COMPLEAT

Human protein complexes collected from the literature databases and predicted from interaction networks, with their member genes.

18,74117%
Complex Portal

Human macromolecular complexes with their members, stoichiometry, evidence code and GO annotations.

49,02733%
connectomeDB2025

Cell communication interactions and their ligand and receptor complexes.

20,51033%
CORUM

Curated mammalian protein complexes and their subunits.

11,34032%
CPAD

Literature-curated entries relating regulators, signaling pathways and cancers, with expression pattern, pathway state, outcome and publication.

4,01129%
CPDB

Human protein interactions, self-interactions and complex interactions that ConsensusPathDB integrates from other interaction databases, with the reporting databases, publications and, for pairs, a confidence score.

54,7947%
CSPA

Cell surface glycoproteins of human and mouse found by Cell Surface Capture, with a confidence category and the cell types they were identified on.

5,56117%
CytoSig

Response of 4,881 genes to 43 cytokines, the signature matrix of CytoSig.

4,9242%
dbPTM

Human modification sites with the enzyme Swiss-Prot names for them, from a rescued table of dbPTM 3.0.

1,54257%
DeathDomain

Literature-curated physical interactions among death domain superfamily proteins, one record per method and publication.

14232%
DEPOD

Human phosphatases with their protein and non-protein substrates, dephosphorylation sites and in vitro or in vivo assay types.

1,09948%
DGIdb

Druggable gene categories and drug-gene interactions with their types, aggregated from many source databases (data release 2026-09).

42,34326%
DIP

Experimentally determined protein-protein interactions involving human proteins, with detection methods, interaction types, publications and the DIP quality status, February 2017 release.

9,20354%
DisGeNET

Curated gene-disease associations with the DisGeNET score, the supporting databases and publication counts.

19,78319%
DOID

Human Disease Ontology: human diseases classified by etiology, with synonyms and cross-references to disease vocabularies.

12,33541%
DOMINO

Protein-protein interactions mediated by interaction domains, with binding sites, detection methods and publications.

5,20850%
DoRothEA

Human transcription factor–target gene pairs with confidence levels A to E, the lines of evidence and their sources; curated pairs are regulation (with the mode where known), pairs with only ChIP-seq or motif evidence are binding, and pairs with only expression inference are associations.

27,8003%
DrugCentral

Drug identities, molecular targets and source-defined target action annotations.

8,72530%
ECO

Evidence and Conclusion Ontology: the types of scientific evidence (assay, computational, curated) that support an assertion.

2,21737%
ELM

Interactions between linear motif instances and the protein domains that bind them, with detection methods and publications.

3,55463%
EMBRACE

Mouse ligand–receptor pairs mapped in the embryonic brain by Sheikh et al. 2019.

96536%
ENCODE

Transcription factor binding to genes and microRNAs, computed from ENCODE ChIP-seq peaks (ENCODE-Nets).

10,43918%
ExoCarta

Proteins and RNAs found in exosomes (release 5 of 2015; release 6 of 2025 is not reachable), with species, publication, sample, isolation and detection methods.

12,20550%
FooDB

Food constituents with chemical identifiers and concentration annotations.

71,3532%
Gene Ontology

Gene Ontology concepts describing biological processes, functions and cellular components.

38,09237%
GPCRdb

GPCR classes, ligand types and receptor families, each with the human, rat and mouse receptors below it.

2,94265%
Guide to Pharmacology

Curated pharmacological ligands and their molecular targets.

19,49343%
Havugimana2012

622 putative soluble human protein complexes from biochemical fractionation, with their subunits.

5,85265%
HGNC

HGNC gene groups (gene families) with their member genes and subgroups.

31,13845%
HINT

High-quality human binary protein interactions and co-complex associations compiled by HINT, with their publications, detection methods and the kind of study (high-throughput or literature curated) of the evidence.

37,9515%
HIPPIE

Human protein-protein interactions from several interaction databases and studies, with the HIPPIE confidence score, publications and source databases of each pair (release 2.4).

37,3403%
HMDB

Human metabolite identities, chemical properties and biological annotations.

221,26612%
HPMR

Literature-curated ligands and interacting receptors of human plasma membrane receptors.

74558%
HPRD

Human enzyme-substrate relations with modification sites, protein-protein interactions and protein complexes, with experiment types and publications, release 9 (2010).

21,39131%
HTRIdb

Human transcription factor binding to target genes, with the detection technique and the PubMed ID of each observation.

12,15840%
hu.MAP

Human protein complexes predicted from mass spectrometry experiments, hu.MAP 1.0, 2.0 and 3.0 as separate datasets.

54,72831%
Human Phenotype Ontology

Human phenotype concepts and gene–phenotype associations.

25,1778%
HumanCellMap

Subcellular localizations of human proteins predicted from a BioID proximity-labelling map of the HEK293 cell, by two methods (NMF and SAFE).

8,47151%
HuRI

Human protein-protein interactions from the CCSB yeast two-hybrid screens (HuRI and its predecessors) and the Lit-BM literature set, as physical associations.

20,56421%
ICELLNET

Curated ligand–receptor interactions for cell communication analysis.

1,21138%
iMM1415

Mouse metabolic model entities and metabolic network information.

1,49735%
InnateDB

Human and mouse molecular interactions of the innate immune response curated by InnateDB from the literature, with their detection methods, interaction types and publications.

16,44045%
INstruct

Human protein-protein interactions with the Pfam domain pair that mediates them, where each domain lies in its protein, the supporting PDB entries and the publications of the interaction.

7,24852%
IntAct

Experimentally supported molecular interactions from IntAct.

91,77311%
Integrins

The family of the human integrin subunits, with each subunit as a member.

5267%
Interactome3D

Human protein-protein interactions with the experimental structure or homology model of the complex, its PDB entry and the residues of each protein it covers (representative set, release 2024_12).

17,91345%
InterPro

InterPro protein families, domains and sites with their hierarchy and GO terms, and the entries that match each reviewed human protein.

99,25143%
IntOGen

Cancer driver genes by cohort and cancer type, with the methods, the mode of action and the significance.

72020%
iPTMnet

Enzyme-substrate relations with modification sites, PTM types, source databases and confidence scores, across species.

9,58349%
iTALK

Human ligand–receptor pairs from the iTALK package.

1,41235%
KEA

Kinase-substrate phosphorylation sites with references and source databases.

2,17023%
KEGG

Metabolic reactions and their chemical participants from KEGG.

164,06123%
kinase.com

Groups, families and subfamilies of the human protein kinases.

79350%
Kirouac2010

Manually curated pairs of secreted ligands and their receptors.

31640%
Lambert2018

Human transcription factor genes with the curators' assessment, binding mode and DNA-binding domain family.

1,69434%
Laudanna

Inferred directed links between human signaling proteins: the type of each link, and its activating, inhibiting or docking effect.

6,5485%
Li2012

Curated tyrosine kinase-substrate sites and SH2/PTB domain binding to phosphotyrosine sites.

32134%
LIPID MAPS

Lipid structures, identifiers and chemical annotations from LIPID MAPS.

50,96326%
LMPID

Protein-protein interactions mediated by a linear motif binding a domain, with the motif instance and its position, the domain and the publications.

3,15565%
lncRNAdb

Literature-curated associations of functional lncRNAs with proteins, genes and transcripts.

38355%
LncRNADisease

Literature-curated interactions of lncRNAs with proteins, RNAs and DNA, and of lncRNA genes with transcription factors.

50959%
LOCATE

Subcellular localizations of human and mouse proteins as Gene Ontology terms, from the literature, other databases and predictions, with the protein topology class.

105,38220%
LRdb

Human ligand–receptor pairs with their supporting databases and publications.

1,53432%
MACdb

Chemical–trait associations with study evidence and reported measurements.

5,65822%
Macrophage

Binding, activation, inhibition, modification and gene expression relationships between proteins of macrophage activation pathways, with publications.

37921%
Matrisome

Human and mouse genes of the matrisome (extracellular matrix proteins and associated proteins) with their division and category.

2,14450%
MatrixDB

Manually curated interactions of extracellular matrix proteins, glycosaminoglycans and other biomolecules, and the list of human ECM and secreted proteins.

6,10361%
MCAM

The list of human cell adhesion molecules of MCAM.

20766%
MEBOCOST

Metabolite–sensor interactions assembled through text mining and manual curation.

1,03940%
Membranome

Membranes of single-pass transmembrane proteins of 18 species, with the side of the membrane their topology is on.

30,13862%
Metabolic Atlas

Human-GEM chemicals and metabolic reactions with stoichiometry and gene associations.

19,99019%
metachatdb

Molecular entities and relationships available to explore and download.

78139%
MIMP

Human kinase-substrate phosphorylation sites that MIMP combined from PhosphoSitePlus, Phospho.ELM and HPRD.

2,25228%
miR2Disease

Human microRNA - target pairs validated by luciferase reporter experiments, curated from the literature.

58348%
miRBase

Precursor and mature microRNA identities with maturation relationships.

87,47462%
miRDeathDB

Literature-curated microRNA-target gene pairs from studies of apoptosis and autophagy.

29142%
miRecords

Experimentally validated animal microRNA - target gene interactions curated from the literature (release of April 2013).

2,17346%
miRTarBase

Experimentally supported microRNA - target gene interactions of all species with their publications and support strength; non-functional results are left out.

17,46932%
Mondo

Disease ontology concepts and explicit gene–disease associations.

63,30838%
MP

Mammalian Phenotype Ontology: the standard terms for the phenotypes of mice and other mammals.

14,90043%
MPPI

Manually curated mammalian protein-protein interactions from individual experiments, with their detection methods and publications.

1,56566%
MRClinksDB

Curated metabolite–receptor interactions with compound classification and literature evidence.

2,11542%
MSigDB

Human gene sets (hallmark, curated, regulatory target, cell type and others) of MSigDB, with their accession, publication and ontology or pathway source.

78,5292%
ncRDeathDB

Literature-curated interactions of microRNAs, lncRNAs and snoRNAs with genes in apoptosis, autophagy and necrosis, and homology predictions for other species.

2,57632%
NetPath

Literature-curated physical interactions of signaling pathways, with their pathway, publications and detection methods.

2,23340%
NeuronChat

Neural communication molecules and their receptor interactions.

36549%
NicheNet

Ligand–receptor networks from NicheNet v2.

4,12029%
NRF2ome

Curated inhibiting and undirected interactions of the NRF2 pathway proteins, with PubMed references.

16961%
OmniPath Ontology

Archived OmniPath controlled vocabulary concepts for interpreting historical data.

48751%
OncoTree

OncoTree: the cancer types of Memorial Sloan Kettering by code, with their hierarchy, main type, tissue and cross-references.

89850%
OPM

Membranes and families of the membrane protein structures of the PDB, with their calculated orientation in the membrane.

14,15640%
ORegAnno

Transcription factor binding sites annotated to a target gene, from the literature and curated data collections, for many species.

4,83542%
PanglaoDB

Marker genes of human and mouse cell types, with their organs and germ layers.

8,95636%
PathwayCommons

Binary relations between human genes, gene products and small molecules that Pathway Commons derives from the pathway and interaction databases it integrates, with their data sources and publications.

56,7892%
PATO

Phenotype And Trait Ontology: phenotypic qualities (size, shape, color, viability, increased, decreased) used to describe phenotypes.

1,94344%
PAZAR

Transcription factors and the genes whose regulatory sequences they were assayed on, from PAZAR projects, with the assay, the publication and the project of each line; binding records are interactions, reporter and expression assays are regulation.

6,75640%
PDB

Sets of UniProt proteins found together in one experimental PDB structure (derived groupings, not necessarily physiological complexes).

76,27233%
PDZBase

Protein-protein interactions mediated by a PDZ domain, with their publications.

58968%
PepCyber

Interactions of phosphoprotein-binding domain proteins (SH2, 14-3-3, PTB, WW...) with phosphorylated substrates, with the phosphosite.

2,09234%
PFOCR

Gene and chemical mentions extracted from published pathway figures.

97,99414%
Phenol-Explorer

Polyphenol constituents of foods with identifiers and concentration measurements.

1,37012%
Phobius

Predicted transmembrane proteins and signal peptides of the human proteome, computed by OmniPath with Phobius.

15,47462%
Phosphatome

Folds, families and subfamilies of the human phosphatases, and their substrate types and catalytic activity.

43530%
Phospho.ELM

Kinase-substrate phosphorylation sites with their publications and low- or high-throughput origin, April 2015 dump.

2,82254%
PhosphoNetworks

Human kinase-substrate phosphorylation sites of the PhosphoNetworks high-resolution network, with the sequence window and a motif score.

80931%
PhosphoPOINT

Human kinases with their substrates and their interacting proteins, with the category of each link.

3,21423%
PhosphoSite

Kinase-substrate phosphorylation sites with their sequence context, in vivo or in vitro evidence, and the publications and PSI-MI methods of the BioPAX file, May 2022 release.

10,32846%
pmidb

Molecular entities and relationships available to explore and download.

4,95655%
PROGENy

Genes whose expression responds to the activity of 14 signaling pathways, with weights and p-values.

22,4748%
ProtMapper

Regulators of human phosphorylation sites from curated databases and text mining, with the source and publication of each evidence.

10,37133%
PSI-MI

PSI-MI controlled vocabulary for describing molecular interaction experiments.

1,47647%
PTFI

Food composition, compound classifications and concentration measurements from PTFI Discover.

23,3438%
Ramilowski2015

Literature-supported human ligand–receptor pairs with their source databases and publications.

1,23039%
RaMP-DB

Lipid and metabolite annotations with reference identifiers.

634,38925%
Reactome

Biological pathways, biochemical activities and explicit regulatory controls.

69,15716%
Recon3D

Human metabolic activities, chemical participants and model gene associations.

15,52721%
RefMet

Reference metabolite names, identifiers and chemical classifications.

200,89525%
Rhea

Curated biochemical reactions with chemical inputs, outputs and enzyme associations.

354,05645%
scConnect

Peptide and neurotransmitter ligands with their receptors and the action of the ligand, from the Guide to Pharmacology tables of scConnect.

80363%
SignaLink

Signaling pathway members with their pathways and functions, and directed, signed interactions between them with publications.

11,56831%
SIGNOR

Causal signaling interactions, mechanisms and protein modification relationships.

19,27235%
SLC tables

Solute carrier proteins, transporter families and reference annotations.

52453%
SPIKE

Signed regulations with their mechanisms, physical interactions, complexes and protein families of human signaling pathways.

11,73819%
STITCH

Chemical–protein interactions with action annotations and confidence evidence.

131,22514%
STRING

High-confidence human protein links of the STRING functional, physical and regulatory networks, with the combined score and the score of each evidence channel.

34,0227%
Surfaceome

Human proteins predicted to be at the cell surface, with the prediction score, topology and membrane protein class.

5,82550%
SwissLipids

Lipid identities, classifications and molecular annotations.

774,20620%
switches.ELM

Motif-mediated interactions between two proteins that a modification, an effector or alternative splicing switches on or off, with the binding sites, the modified residues and publications.

1,14167%
talklr

Human ligand–receptor pairs from the talklr package, literature supported and putative.

1,34636%
TCDB

Transporter protein classifications and transporter–substrate relationships.

37,88146%
TFcensus

Human transcription factor genes with the census class of evidence, DNA-binding InterPro entries and tissue specificity.

1,73724%
TOPDB

Membranes and topology types of transmembrane proteins of all species, with the number of transmembrane segments and the reliability of the topology.

13,86150%
TransmiR

Literature curated transcription factor - microRNA regulations with the action type, the publication and the species.

2,01931%
TRIP

Literature-curated interactions of mammalian TRP channels with other proteins, one record per method and publication.

1,13647%
TRRUST

Human and mouse transcription factor–target gene regulation with literature references and the mode of regulation where the articles state it.

6,20327%
Uberon

Uberon: an integrated cross-species anatomy ontology of animal structures.

15,04733%
UniProt

Protein identities, functional annotations and reference identifier translations.

109,1349%
Vesiclepedia

Proteins and RNAs found in extracellular vesicles of many species (release 5.1), with vesicle type, publication, sample and methods.

36,27729%
Wang

Activating, inhibiting and physical links between human signaling proteins.

6,2919%
WBPhenotype

C. elegans Phenotype Ontology: the observable phenotypes of Caenorhabditis elegans and other nematodes.

2,65044%
WikiPathways

Biological pathways and source-defined diagram interactions.

19,07824%
Wojtowicz2020

Binding pairs of human cell-surface and secreted proteins from an extracellular interaction screen.

25138%
Zhong2015

Human cell adhesion molecule genes with their functional subtype.

47550%
173 resources 8M entities 38.3M relations 8.7 GB total size