BioModels Parameter

BioModels Parameter retrieves parameter values and rate equations from SBML-encoded models in the BioModels repository to support parameter estimation and model calibration in systems biology.


Key Features:

  • Enhanced searchability: Enables search for model entities such as proteins or drugs and retrieves associated rate equations, parameter values (degradation rates, production rates, Kcat, Michaelis-Menten constants), and initial concentrations.
  • Extensive database: Aggregates parameter information across over 84,000 reactions covering 60 taxa from models in the BioModels repository.
  • Cross-referencing: Provides cross-references to linked model elements and external annotations to aid interpretation and reuse of parameter values.

Scientific Applications:

  • Model calibration: Supplies empirical parameter values and rate laws for calibrating systems biology models to experimental data.
  • Parameter scanning: Provides parameter ranges and values for sensitivity analysis and optimization studies.
  • Model fitting and extension: Supplies rate equations and parameters to support fitting existing models and extending models with new components.

Methodology:

Search and retrieval of parameter values and rate equations from SBML models stored in the BioModels repository.

Topics

Collections

Details

Tool Type:
api, web application
Added:
1/18/2021
Last Updated:
11/9/2021

Operations

Publications

Glont M, Arankalle C, Tiwari K, Nguyen TVN, Hermjakob H, Malik-Sheriff RS. BioModels Parameters: a treasure trove of parameter values from published systems biology models. Bioinformatics. 2020;36(17):4649-4654. doi:10.1093/bioinformatics/btaa560. PMID:32573648. PMCID:PMC7653554.

PMID: 32573648
PMCID: PMC7653554
Funding: - Innovative Medicines Initiative 2 Joint Undertaking: 116030 - Biotechnology and Biological Sciences Research Council: BB/N019474/1, BB/N019482/1

Documentation

Links