systems-biology
CommunityAutomate constraint-based metabolic modeling workflows
Data & Analytics#reproducibility#essentiality#context-integration#cobrapy#metabolic-modeling#flux-balance-analysis
Authorzongtingwei
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This workflow enables end-to-end constraint-based metabolic modeling by integrating omics-derived constraints, allowing context-specific analyses, gene essentiality assessments, and systems-level interpretation of metabolic networks.
Core Features & Use Cases
- Validate models and ensure consistency before analysis.
- Incorporate tissue- or condition-specific data to generate context-specific models and interpret flux patterns.
- Perform flux balance analysis, essentiality screening, and export interpretable results and summaries.
- Use with cobrapy and related Python tools to build reproducible metabolic analyses.
Quick Start
Load a metabolic model and run a COBRApy optimization to obtain fluxes.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
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Please help me install this Skill: Name: systems-biology Download link: https://github.com/zongtingwei/Bioclaw_Skills_Hub/archive/main.zip#systems-biology Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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