Simulate metabolic networks with FBA, FVA, and knockout analyses using COBRApy.
npx skills add https://github.com/felixboehm/biochem-allergy --skill cobrapy-felixboehm
Please help me install this Agent Skill. Skill: cobrapy Source: https://github.com/felixboehm/biochem-allergy/tree/main/.claude/skills/cobrapy Command: npx skills add https://github.com/felixboehm/biochem-allergy --skill cobrapy-felixboehm
This Skill empowers researchers to analyze and simulate complex metabolic networks, enabling predictions about cellular behavior and strain design.
Use the cobrapy skill to load the E. coli core model and print its baseline growth rate.
High-intent search queries and answers about installing and using this skill.
Flux balance analysis is executed by loading a genome-scale metabolic model and simulating the metabolic network to predict cellular phenotypes and growth rates using constraint-based modeling techniques.
Simulating gene knockouts for strain design involves performing reaction knockout studies on a loaded model to identify essential genes and predict the growth rate of engineered microbes in biotechnology applications.
Predicting microbial growth rates on a novel carbon source is possible by loading a genome-scale metabolic model and applying media optimization to simulate the metabolic network under the new substrate conditions.
Flux variability analysis is supported alongside flux balance analysis, enabling comprehensive simulation and analysis of metabolic networks to evaluate the range of possible reaction fluxes.
Loading and building genome-scale metabolic models requires importing the model structure to manipulate metabolic networks, enabling downstream simulations like FBA, FVA, and knockout studies.
Media optimization is needed when analyzing metabolic networks to determine the minimal media requirements or identify essential nutrients required to support a predicted cellular growth phenotype.
pur3v4d3rPerform constraint-based metabolic modeling and FBA/FVA analyses in Python.
jkitchinBuild ASE atomistic structures and run simulations with calculators.
dailycafiPerform constraint-based metabolic simulations on genome-scale models with cobrapy.
hxk622Perform constraint-based metabolic modeling with COBRApy using FBA and FVA.
