Cargando…
A model of yeast glycolysis based on a consistent kinetic characterisation of all its enzymes
We present an experimental and computational pipeline for the generation of kinetic models of metabolism, and demonstrate its application to glycolysis in Saccharomyces cerevisiae. Starting from an approximate mathematical model, we employ a “cycle of knowledge” strategy, identifying the steps with...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Science B.V
2013
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3764422/ https://www.ncbi.nlm.nih.gov/pubmed/23831062 http://dx.doi.org/10.1016/j.febslet.2013.06.043 |
_version_ | 1782283150059110400 |
---|---|
author | Smallbone, Kieran Messiha, Hanan L. Carroll, Kathleen M. Winder, Catherine L. Malys, Naglis Dunn, Warwick B. Murabito, Ettore Swainston, Neil Dada, Joseph O. Khan, Farid Pir, Pınar Simeonidis, Evangelos Spasić, Irena Wishart, Jill Weichart, Dieter Hayes, Neil W. Jameson, Daniel Broomhead, David S. Oliver, Stephen G. Gaskell, Simon J. McCarthy, John E.G. Paton, Norman W. Westerhoff, Hans V. Kell, Douglas B. Mendes, Pedro |
author_facet | Smallbone, Kieran Messiha, Hanan L. Carroll, Kathleen M. Winder, Catherine L. Malys, Naglis Dunn, Warwick B. Murabito, Ettore Swainston, Neil Dada, Joseph O. Khan, Farid Pir, Pınar Simeonidis, Evangelos Spasić, Irena Wishart, Jill Weichart, Dieter Hayes, Neil W. Jameson, Daniel Broomhead, David S. Oliver, Stephen G. Gaskell, Simon J. McCarthy, John E.G. Paton, Norman W. Westerhoff, Hans V. Kell, Douglas B. Mendes, Pedro |
author_sort | Smallbone, Kieran |
collection | PubMed |
description | We present an experimental and computational pipeline for the generation of kinetic models of metabolism, and demonstrate its application to glycolysis in Saccharomyces cerevisiae. Starting from an approximate mathematical model, we employ a “cycle of knowledge” strategy, identifying the steps with most control over flux. Kinetic parameters of the individual isoenzymes within these steps are measured experimentally under a standardised set of conditions. Experimental strategies are applied to establish a set of in vivo concentrations for isoenzymes and metabolites. The data are integrated into a mathematical model that is used to predict a new set of metabolite concentrations and reevaluate the control properties of the system. This bottom-up modelling study reveals that control over the metabolic network most directly involved in yeast glycolysis is more widely distributed than previously thought. |
format | Online Article Text |
id | pubmed-3764422 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Elsevier Science B.V |
record_format | MEDLINE/PubMed |
spelling | pubmed-37644222013-09-09 A model of yeast glycolysis based on a consistent kinetic characterisation of all its enzymes Smallbone, Kieran Messiha, Hanan L. Carroll, Kathleen M. Winder, Catherine L. Malys, Naglis Dunn, Warwick B. Murabito, Ettore Swainston, Neil Dada, Joseph O. Khan, Farid Pir, Pınar Simeonidis, Evangelos Spasić, Irena Wishart, Jill Weichart, Dieter Hayes, Neil W. Jameson, Daniel Broomhead, David S. Oliver, Stephen G. Gaskell, Simon J. McCarthy, John E.G. Paton, Norman W. Westerhoff, Hans V. Kell, Douglas B. Mendes, Pedro FEBS Lett Article We present an experimental and computational pipeline for the generation of kinetic models of metabolism, and demonstrate its application to glycolysis in Saccharomyces cerevisiae. Starting from an approximate mathematical model, we employ a “cycle of knowledge” strategy, identifying the steps with most control over flux. Kinetic parameters of the individual isoenzymes within these steps are measured experimentally under a standardised set of conditions. Experimental strategies are applied to establish a set of in vivo concentrations for isoenzymes and metabolites. The data are integrated into a mathematical model that is used to predict a new set of metabolite concentrations and reevaluate the control properties of the system. This bottom-up modelling study reveals that control over the metabolic network most directly involved in yeast glycolysis is more widely distributed than previously thought. Elsevier Science B.V 2013-09-02 /pmc/articles/PMC3764422/ /pubmed/23831062 http://dx.doi.org/10.1016/j.febslet.2013.06.043 Text en © 2013 Elsevier B.V. https://creativecommons.org/licenses/by/3.0/ Open Access under CC BY 3.0 (https://creativecommons.org/licenses/by/3.0/) license |
spellingShingle | Article Smallbone, Kieran Messiha, Hanan L. Carroll, Kathleen M. Winder, Catherine L. Malys, Naglis Dunn, Warwick B. Murabito, Ettore Swainston, Neil Dada, Joseph O. Khan, Farid Pir, Pınar Simeonidis, Evangelos Spasić, Irena Wishart, Jill Weichart, Dieter Hayes, Neil W. Jameson, Daniel Broomhead, David S. Oliver, Stephen G. Gaskell, Simon J. McCarthy, John E.G. Paton, Norman W. Westerhoff, Hans V. Kell, Douglas B. Mendes, Pedro A model of yeast glycolysis based on a consistent kinetic characterisation of all its enzymes |
title | A model of yeast glycolysis based on a consistent kinetic characterisation of all its enzymes |
title_full | A model of yeast glycolysis based on a consistent kinetic characterisation of all its enzymes |
title_fullStr | A model of yeast glycolysis based on a consistent kinetic characterisation of all its enzymes |
title_full_unstemmed | A model of yeast glycolysis based on a consistent kinetic characterisation of all its enzymes |
title_short | A model of yeast glycolysis based on a consistent kinetic characterisation of all its enzymes |
title_sort | model of yeast glycolysis based on a consistent kinetic characterisation of all its enzymes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3764422/ https://www.ncbi.nlm.nih.gov/pubmed/23831062 http://dx.doi.org/10.1016/j.febslet.2013.06.043 |
work_keys_str_mv | AT smallbonekieran amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT messihahananl amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT carrollkathleenm amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT windercatherinel amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT malysnaglis amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT dunnwarwickb amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT murabitoettore amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT swainstonneil amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT dadajosepho amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT khanfarid amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT pirpınar amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT simeonidisevangelos amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT spasicirena amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT wishartjill amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT weichartdieter amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT hayesneilw amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT jamesondaniel amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT broomheaddavids amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT oliverstepheng amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT gaskellsimonj amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT mccarthyjohneg amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT patonnormanw amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT westerhoffhansv amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT kelldouglasb amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT mendespedro amodelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT smallbonekieran modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT messihahananl modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT carrollkathleenm modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT windercatherinel modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT malysnaglis modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT dunnwarwickb modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT murabitoettore modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT swainstonneil modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT dadajosepho modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT khanfarid modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT pirpınar modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT simeonidisevangelos modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT spasicirena modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT wishartjill modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT weichartdieter modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT hayesneilw modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT jamesondaniel modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT broomheaddavids modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT oliverstepheng modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT gaskellsimonj modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT mccarthyjohneg modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT patonnormanw modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT westerhoffhansv modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT kelldouglasb modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes AT mendespedro modelofyeastglycolysisbasedonaconsistentkineticcharacterisationofallitsenzymes |