Stanford2013 - Kinetic model of yeast metabolic network (standard)

Model Identifier
BIOMD0000000496
Short description
Stanford2013 - Kinetic model of yeast metabolic network (standard)

Large-scale model construction based on a logical layering of data such as reaction fluxes, metabolite concentrations, and kinetic constants.

This model is described in the article:

Stanford NJ, Lubitz T, Smallbone K, Klipp E, Mendes P, Liebermeister W.
PLoS ONE 2013; 8(11): e79195

Abstract:

The quantitative effects of environmental and genetic perturbations on metabolism can be studied in silico using kinetic models. We present a strategy for large-scale model construction based on a logical layering of data such as reaction fluxes, metabolite concentrations, and kinetic constants. The resulting models contain realistic standard rate laws and plausible parameters, adhere to the laws of thermodynamics, and reproduce a predefined steady state. These features have not been simultaneously achieved by previous workflows. We demonstrate the advantages and limitations of the workflow by translating the yeast consensus metabolic network into a kinetic model. Despite crudely selected data, the model shows realistic control behaviour, a stable dynamic, and realistic response to perturbations in extracellular glucose concentrations. The paper concludes by outlining how new data can continuously be fed into the workflow and how iterative model building can assist in directing experiments.

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Format
SBML (L2V4)
Related Publication
  • Systematic construction of kinetic models from genome-scale metabolic networks.
  • Natalie J Stanford, Timo Lubitz, Kieran Smallbone, Edda Klipp, Pedro Mendes, Wolfram Liebermeister
  • PloS one , 0/ 2013 , Volume 8 , Issue 11 , pages: e79195 , PubMed ID: 24324546
Contributors
Submitter of the first revision: Natalie Stanford
Submitter of this revision: Lucian Smith
Curator: Lucian Smith
Modeller: Natalie Stanford

Metadata information

is (2 statements)
BioModels Database BIOMD0000000496
BioModels Database MODEL1204270000

isDescribedBy (1 statement)
PubMed 24324546

hasTaxon (1 statement)
isVersionOf (2 statements)
hasProperty (1 statement)
Mathematical Modelling Ontology Ordinary differential equation model


Curation status
Curated


Connected external resources