COBREXA.jl
COBREXA.jl provides scalable, high-performance implementations of constraint-based reconstruction and analysis (COBRA) methods for large-scale metabolic and multi-organism community models.
Key Features:
- Scalability: Handles very large-scale metabolic models, including multi-organism community models.
- High Performance: Optimized for computationally intensive constraint-based analyses to improve execution speed on large networks.
- Integration with high-performance computing environments: Enables execution and resource utilization on modern high-performance computing infrastructures.
- Constraint-based methodologies: Implements constraint-based reconstruction and analysis (COBRA) methodologies for metabolic modeling.
Scientific Applications:
- Systems biology: Supports analysis of metabolic networks to investigate system-level metabolic functions and interactions.
- Metabolic engineering: Applicable for designing and evaluating modifications to metabolic networks in engineering contexts.
- Microbial community modeling: Enables modeling and analysis of metabolic interactions within multi-organism communities.
- Synthetic biology: Facilitates evaluation of engineered metabolic functions in designed organisms and consortia.
- Ecosystem modeling: Supports modeling metabolic interactions within ecological communities at scale.
Methodology:
Implements constraint-based reconstruction and analysis (COBRA) methodologies and employs an architecture with an optimized processing pipeline to promote scalability and execution on high-performance computing environments.
Topics
Collections
Details
- License:
- Apache-2.0
- Maturity:
- Mature
- Cost:
- Free of charge
- Tool Type:
- command-line tool
- Operating Systems:
- Mac, Linux, Windows
- Programming Languages:
- Julia
- Added:
- 5/20/2021
- Last Updated:
- 11/24/2024
Operations
Publications
Kratochvíl M, Heirendt L, Wilken SE, Pusa T, Arreckx S, Noronha A, van Aalst M, Satagopam VP, Ebenhöh O, Schneider R, Trefois C, Gu W. COBREXA.jl: constraint-based reconstruction and exascale analysis. Bioinformatics. 2021;38(4):1171-1172. doi:10.1093/bioinformatics/btab782. PMID:34791064. PMCID:PMC8796381.