Workflow4Metabolomics

Workflow4Metabolomics provides an integrated Galaxy-based environment for computational metabolomics to perform preprocessing, normalization, quality control, statistical analysis, and annotation of LC/MS, FIA-MS, GC/MS, and NMR datasets.

Key Features:

• Comprehensive Tool Integration: Supports preprocessing, normalization, quality control, statistical analysis, and annotation for metabolomics data.
• Galaxy-based Platform: Leverages the Galaxy web-based platform to integrate and execute metabolomics tools and workflows.
• Cross-Technology Analysis: Supports integrated analysis of LC/MS, FIA-MS, GC/MS, and NMR datasets within a single environment.
• Permanent DOI Assignment: Assigns permanent DOIs to complete analyses including workflows, parameter values, input data, and output results.
• Open-source Collaboration: Enables sharing of workflows and results to support community-driven development and reproducibility.

Scientific Applications:

• Functional Genomics: Supports metabolomics analyses that link metabolic profiles to gene function and regulation.
• Systems Biology: Enables integrative analyses for systems-level interpretation of metabolomic data.
• Experimental Design Evaluation: Facilitates rigorous evaluation of experimental design and complex dataset analysis.
• Domain-specific Studies: Applied to research in human physiology, algal evolution, and animal toxicology.

Methodology:

Implements preprocessing, normalization, quality control, statistical analysis, and annotation methods within the Galaxy framework; supports cross-technology integration (LC/MS, FIA-MS, GC/MS, NMR) and assignment of permanent DOIs to complete analyses.