What formats of metabolic models does this skill support?

This skill supports standard formats including SBML (.xml), JSON, and YAML for loading and saving genome-scale metabolic models.

Can I perform gene knockout simulations with COBRApy?

Yes, it provides functions for single and double gene or reaction deletions to simulate the impact on growth and metabolic flux.

How does COBRApy handle growth medium definitions?

It uses a medium dictionary to manage exchange reaction bounds, allowing you to simulate aerobic/anaerobic conditions or minimal media.

Does this skill include flux sampling capabilities?

Yes, it includes advanced sampling methods like OptGP and ACHR to explore the feasible flux space and analyze metabolic uncertainty.

COBRApy Metabolic Modeling

Name: COBRApy Metabolic Modeling
Author: Yezez9

byYezez9

0•

Ciencia de Datos y ML

Performs constraint-based reconstruction and analysis of metabolic models for systems biology and metabolic engineering.

COBRApy is a specialized Python library for the simulation and analysis of genome-scale metabolic models. This skill enables Claude to perform complex biological computations, including Flux Balance Analysis (FBA), Flux Variability Analysis (FVA), and gene knockout studies. It is designed for researchers and bioinformaticians who need to predict phenotypic behaviors, optimize metabolic pathways, and manage SBML models within a Python-based computational framework. By integrating COBRApy, Claude becomes a powerful assistant for systems biology research and metabolic engineering tasks.

Características Principales

01SBML, JSON, and YAML model import and export capabilities

020 GitHub stars

03Flux sampling and production envelope calculation for phenotypic prediction

04Gene and reaction deletion studies for knockout analysis

05Flux Variability Analysis (FVA) to determine feasible flux ranges

06Flux Balance Analysis (FBA) and Parsimonious FBA (pFBA) optimization

Casos de Uso

01Designing optimized metabolic pathways for the production of biofuels or high-value chemicals.

02Predicting bacterial growth rates and cellular metabolism under varying nutrient conditions.

03Identifying essential genes and potential drug targets through computational knockout screens.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add yezez9/research-agent cobrapy

For use in Claude.ai and ChatGPT