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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...

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Autores principales: 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
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
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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.
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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
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