biosyntheticSPAdes
biosyntheticSPAdes reconstructs biosynthetic gene clusters (BGCs) from fragmented genomic and shotgun metagenomic assemblies to improve recovery of pathways relevant to antibiotic and natural product discovery.
Key Features:
- Fragmented Assembly Handling: Manages assemblies where BGCs are dispersed across multiple contigs rather than assuming each BGC is contained within a single contig.
- Genome Assembly Graph Utilization: Leverages genome assembly graphs to infer connections between contigs and reconstruct longer BGC-encoding segments.
- Application in Metagenomics: Improves BGC recovery from shotgun metagenomic datasets with short contigs by enabling reconstruction across contigs.
Scientific Applications:
- Antibiotic Discovery: Supports identification and characterization of BGCs encoding antibiotic compounds by enabling more complete reconstructions.
- Natural Product Research: Facilitates exploration of genetic pathways for biosynthesis of natural products by reconstructing multipart BGCs from fragmented data.
Methodology:
Analyzes assembly graphs derived from genomic and metagenomic data, identifies potential connections between contigs that may encode parts of a single BGC, and combines those contigs into longer segments.
Topics
Collections
Details
- Added:
- 2/9/2024
- Last Updated:
- 11/7/2024
Operations
Data Inputs & Outputs
Sequence assembly
Outputs
Publications
Meleshko D, Mohimani H, Tracanna V, Hajirasouliha I, Medema MH, Korobeynikov A, Pevzner PA. BiosyntheticSPAdes: reconstructing biosynthetic gene clusters from assembly graphs. Genome Research. 2019;29(8):1352-1362. doi:10.1101/gr.243477.118. PMID:31160374. PMCID:PMC6673720.
Funding: - Russian Science Foundation: 19-14-00172
- Netherlands Organization for Scientific Research: 863.15.002, ALWGR.2015.1
- National Institutes of Health: 1T32GM083937
Documentation
Links
Repository
https://github.com/ablab/spades