DistributedFBA.jl: High-level, high-performance flux balance analysis in Julia

TL;DR

DistributedFBA.jl is an open-source Julia package that enables high-performance flux balance analysis on large-scale biochemical networks using multi-threading and distributed computing.

Contribution

It introduces a high-level, efficient implementation of flux balance analysis in Julia, optimized for large and complex networks with parallel processing capabilities.

Findings

Supports large-scale network analysis with high efficiency

Achieves significant performance improvements over existing tools

Facilitates exploration of high-dimensional biochemical networks

Abstract

Motivation: Flux balance analysis, and its variants, are widely used methods for predicting steady-state reaction rates in biochemical reaction networks. The exploration of high dimensional networks with such methods is currently hampered by software performance limitations. Results: DistributedFBA.jl is a high-level, high-performance, open-source implementation of flux balance analysis in Julia. It is tailored to solve multiple flux balance analyses on a subset or all the reactions of large and huge-scale networks, on any number of threads or nodes. Availability: The code and benchmark data are freely available on http://github.com/opencobra/COBRA.jl. The documentation can be found at http://opencobra.github.io/COBRA.jl