CODA-ML
CODA-ML encodes biological models in an XML-based markup language to integrate and represent high-resolution molecular and contextual information for systemic physiology and multi-organ disease analysis.
Key Features:
- Unified Representation: Integrates signaling pathways, metabolic pathways, and gene regulatory networks into a unified XML representation for combined analysis.
- Molecular Specification: Specifies entities including genes/proteins, compounds, cellular functions, and diseases with high resolution, including isoforms and modifications.
- Contextual Differentiation: Represents biological events with explicit context such as cell types and disease conditions and distinguishes intra-cellular and inter-cellular events to resolve contradictory associations across models.
- Comprehensive Coverage: Supports heterogeneous entity types and enables descriptions of disease mechanisms and drug actions from molecular, functional, and pathological perspectives.
Scientific Applications:
- Computational biology and systems physiology: Supports integrated, context-aware modeling for computational biology and systems physiology investigations.
- Multi-organ disease analysis: Enables analysis of complex, multi-organ diseases beyond single-cell studies, including cancer, by unifying diverse biological data.
- Drug and disease mechanism description: Facilitates representation of drug actions and disease mechanisms across molecular, functional, and pathological scales.
Methodology:
Defines an XML-based markup language for high-resolution representation of molecular entities and their interactions within specified biological contexts, preserving contextual information when different models are combined.
Topics
Details
- License:
- Unlicense
- Maturity:
- Mature
- Cost:
- Free of charge
- Tool Type:
- desktop application
- Operating Systems:
- Linux, Windows, Mac
- Programming Languages:
- Java
- Added:
- 8/3/2019
- Last Updated:
- 6/16/2020
Operations
Publications
Kwon M, Yim S, Kim G, Lee S, Jeong C, Lee D. CODA-ML: context-specific biological knowledge representation for systemic physiology analysis. BMC Bioinformatics. 2019;20(S10). doi:10.1186/s12859-019-2812-7. PMID:31138123. PMCID:PMC6538558.
Links
Issue tracker
https://github.com/MijinKwon/CODA-ML/issues