Performs constraint-based metabolic modeling and systems biology simulations using the COBRApy framework.
This skill enables Claude to perform advanced constraint-based reconstruction and analysis (COBRA) of metabolic models. It facilitates genome-scale metabolic modeling, flux balance analysis (FBA), and flux variability analysis (FVA) to predict cellular phenotypes and guide metabolic engineering. By providing standardized patterns for model manipulation, gene knockouts, and media optimization, it allows researchers to simulate metabolic networks, identify essential genes, and explore the metabolic potential of various organisms using Python. It is an essential tool for systems biologists and metabolic engineers working with SBML models.
主な機能
01Standardized model management for SBML, JSON, and YAML formats
023 GitHub stars
03Flux Balance Analysis (FBA) and Flux Variability Analysis (FVA)
04Automated gapfilling and minimal media determination
05Metabolic flux sampling and production envelope calculation
06Gene and reaction knockout simulations for phenotype prediction
ユースケース
01Predicting cell growth and metabolic fluxes under various environmental conditions
02Reconstructing and validating genome-scale metabolic models from sequence data
03Identifying essential genes or metabolic bottlenecks for engineering targets
