mwTab
mwTab provides programmatic access and validation for metabolomics datasets in the Metabolomics Workbench (MW) repository, enabling parsing, quality control, deposition, and curation of mass spectrometry (MS) and nuclear magnetic resonance (NMR) experimental data.
Key Features:
- RESTful Access: Exposes programmatic RESTful interactions with the Metabolomics Workbench for data retrieval and submission.
- Enhanced Quality Control: Implements format validation to ensure dataset integrity and support adherence to FAIR principles.
- Data Format Support: Supports the 'mwTab' plain-text file format and a JSONized format for dataset interchange.
- Advanced Parsing and Searching: Provides parsing and search methods for extracting metabolite data and associated metadata from MW datasets.
- Continuous Updates: Tracks and mirrors changes in MW data formats and repository features to maintain compatibility.
Scientific Applications:
- Metabolomics Data Management: Centralizes programmatic access to large MS and NMR metabolomics datasets within the MW repository.
- Dataset Validation and Curation: Enables automated validation and curation workflows to improve dataset quality for downstream analysis.
- Data Deposition and Archival: Facilitates preparation and submission of datasets to the Metabolomics Workbench in supported formats.
- Programmatic Data Retrieval for Analysis: Supports extraction of metabolite measurements and metadata for computational and statistical analyses.
Methodology:
Implements RESTful API interactions with the Metabolomics Workbench and applies format validation for the 'mwTab' text and JSONized formats.
Topics
Details
- License:
- BSD-3-Clause
- Tool Type:
- api
- Programming Languages:
- JavaScript, Python
- Added:
- 10/25/2021
- Last Updated:
- 10/25/2021
Operations
Publications
Powell CD, Moseley HN. The mwtab Python Library for RESTful Access and Enhanced Quality Control, Deposition, and Curation of the Metabolomics Workbench Data Repository. Metabolites. 2021;11(3):163. doi:10.3390/metabo11030163. PMID:33808985. PMCID:PMC8000456.
PMID: 33808985
PMCID: PMC8000456
Funding: - National Institutes of Health: P42ES007380, R03OD030603
- National Sleep Foundation: 1419282, 2020026