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