Synaptome.db

Synaptome.db provides programmatic access within R/Bioconductor to a curated synaptic proteomics dataset of approximately 8,000 proteins and tools to retrieve gene annotations and model protein–protein interaction networks for studies of mammalian synapses and neurological disease.


Key Features:

  • Comprehensive Dataset Access: Integrates and curates molecular evidence from numerous primary proteomics datasets into a unified dataset encompassing approximately 8,000 proteins identified in studies of mammalian synapses.
  • Gene Information Retrieval: Retrieves gene-level information including subcellular localization, brain region specificity, Gene Ontology annotations, and disease associations.
  • Protein-Protein Interaction Network Modeling: Supports construction of custom protein–protein interaction network models for specific gene sets or subcellular compartments.
  • Bioconductor Integration: Provides programmatic access as an R/Bioconductor package (available since Bioconductor release 3.14).

Scientific Applications:

  • Synaptic biology: Characterizing the composition, localization, and compartmentalization of synaptic proteins across brain regions.
  • Neurological and neurodegenerative disease research: Annotating disease-associated synaptic proteins and exploring molecular links to neurodegenerative and other neurological disorders.
  • Protein interaction network analysis: Modeling protein–protein interaction networks to elucidate synaptic pathways and identify candidate molecular targets.

Methodology:

Integration and curation of molecular evidence from primary proteomics datasets into a unified dataset, programmatic access via an R/Bioconductor package, and support for constructing custom protein–protein interaction network models.

Topics

Details

License:
Artistic-2.0
Cost:
Free of charge
Tool Type:
library
Operating Systems:
Mac, Linux, Windows
Programming Languages:
R
Added:
11/7/2023
Last Updated:
11/24/2024

Operations

Publications

Sorokina O, Sorokin A, Armstrong JD. Synaptome.db: a bioconductor package for synaptic proteomics data. Bioinformatics Advances. 2022;2(1). doi:10.1093/bioadv/vbac086. PMID:36699346. PMCID:PMC9710567.

PMID: 36699346
PMCID: PMC9710567
Funding: - European Union’s Horizon 2020 Framework Programme for Research and Innovation: 945539

Links