MetaWRAP
MetaWRAP provides a modular pipeline for comprehensive metagenomic analysis of whole-metagenome shotgun sequencing data, performing read quality control, assembly, binning, bin refinement and reassembly, taxonomic and abundance profiling, functional annotation, and visualization.
Key Features:
- Modular Design: Consists of standalone modules that can be used independently or combined into a cohesive pipeline.
- Core Metagenomic Tasks: Automates read quality control, assembly, draft genome extraction (binning), taxonomic profiling, functional annotation, and visualization.
- Hybrid Bin Extraction Algorithm: Integrates the strengths of multiple existing binning tools and consolidation approaches to extract and refine high-quality bins and has been reported to outperform individual binning methods and other consolidation programs on synthetic and real datasets.
- Bin Refinement and Reassembly: Includes modules for bin refinement and reassembly to improve completeness and reduce contamination of draft genomes recovered from metagenomic samples.
- Comprehensive Analysis Modules: Provides taxonomy assignment, abundance estimation, functional annotation, and visualization modules for in-depth interpretation of metagenomic bins.
Scientific Applications:
- Genome-resolved microbiome studies: Enables extraction and analysis of individual draft genomes from metagenomes to study microbial populations at the single-genome level.
- Environmental microbiology: Supports analysis of microbiomes across diverse environments to investigate community composition and function.
- Human microbiome research: Facilitates recovery and characterization of microbial genomes relevant to human health studies.
- Uncultivated microbial population analysis: Aids investigation of uncultivated taxa by improving bin extraction and refinement for downstream taxonomic and functional inference.
Methodology:
Processes raw sequencing reads through quality control, assembly, binning using a hybrid bin extraction algorithm that leverages multiple tools, followed by bin refinement and reassembly, taxonomy assignment, abundance estimation, functional annotation, and visualization.
Topics
Details
- License:
- MIT
- Tool Type:
- workflow
- Operating Systems:
- Linux
- Programming Languages:
- Shell, Python
- Added:
- 5/26/2021
- Last Updated:
- 11/24/2024
Operations
Publications
Uritskiy GV, DiRuggiero J, Taylor J. MetaWRAP—a flexible pipeline for genome-resolved metagenomic data analysis. Microbiome. 2018;6(1). doi:10.1186/s40168-018-0541-1. PMID:30219103. PMCID:PMC6138922.