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Resources

The following resources provide the building blocks of the FAIR PBK standard.

Ontologies and standards

The FAIR PBK standard builds upon the following existing standards and ontologies.

Resource Description
ChEBI Chemical Entities of Biological Interest - ontology for chemical identifiers.
NCBI Taxonomy Database for controlled terminology of animal species.
PBPKO Ontology for annotation of PBK model elements (compartments, species, parameters).
SBML The Systems Biology Markup Language (SBML) is the selected harmonized exchange format for PBK models.

FAIR PBK tools

Tools supporting development of PBK models compliant with the FAIR PBK standard.

Resource Description
FAIR PBK Inspector Online tool for annotating Antimony and SBML PBK model implementations to make them compliant with the FAIR PBK standard.
SBML PBK Utils Small Python package with utilities for annotating, validating, and running SBML PBK models.

FAIR PBK models

Open source PBK models that are developed to comply with the FAIR PBK standard.

Resource Description
EuroMix PBK re-implementation FAIR PBK re-implementation of the EuroMix PBK model in Antimony.
FAIR PBK demonstration models Collection of small Antimony PBK example models illustrating different modelling choices and translations to PBK implementations.
PFAS PBK model Antimony implementation of PFAS PBK kinetics based on the model presented by Westerhout et al. (2024).

Generic tools and resources

Generic resources, not specific to the FAIR PBK standard, supporting development of (SBML) FAIR PBK models.

Resource Description
COPASI A stand-alone software tool for simulation and analysis of biochemical model that supports models in the SBML standard.
libSBML (Python) Official Python bindings for libSBML providing core functionality to create, manipulate, annotate, validate, and read/write SBML models.
SBMLutils (Python) Python utilities for manipulation and annotation of SBML models; a major source of inspiration for the SBML PBK Utils package.
WebIridium A web-based tool for simulation and analysis of (SBML/Antimony) biological models.