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.