Modelling the Phosphorylation of Glucose by Human <i>hexokinase I</i>

In this paper, we develop a comprehensive mathematical model to describe the phosphorylation of glucose by the enzyme <i>hexokinase I</i>. Glucose phosphorylation is the first step of the glycolytic pathway, and as such, it is carefully regulated in cells. <i>Hexokinase I</i>...

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Main Authors: Vinh Q. Mai, Martin Meere
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/9/18/2315
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spelling doaj-cb0740a596e148b38dc7f8d3a28655232021-09-26T00:38:36ZengMDPI AGMathematics2227-73902021-09-0192315231510.3390/math9182315Modelling the Phosphorylation of Glucose by Human <i>hexokinase I</i>Vinh Q. Mai0Martin Meere1Department of Mathematics, Thu Dau Mot University, Thu Dau Mot City 820000, Binh Duong, VietnamDepartment of Applied Mathematics, NUI Galway, H91 TK33 Galway, IrelandIn this paper, we develop a comprehensive mathematical model to describe the phosphorylation of glucose by the enzyme <i>hexokinase I</i>. Glucose phosphorylation is the first step of the glycolytic pathway, and as such, it is carefully regulated in cells. <i>Hexokinase I</i> phosphorylates glucose to produce glucose-6-phosphate, and the cell regulates the phosphorylation rate by inhibiting the action of this enzyme. The cell uses three inhibitory processes to regulate the enzyme: an allosteric product inhibitory process, a competitive product inhibitory process, and a competitive inhibitory process. Surprisingly, the cellular regulation of <i>hexokinase I</i> is not yet fully resolved, and so, in this study, we developed a detailed mathematical model to help unpack the behaviour. Numerical simulations of the model produced results that were consistent with the experimentally determined behaviour of <i>hexokinase I</i>. In addition, the simulations provided biological insights into the abstruse enzymatic behaviour, such as the dependence of the phosphorylation rate on the concentration of inorganic phosphate or the concentration of the product glucose-6-phosphate. A global sensitivity analysis of the model was implemented to help identify the key mechanisms of <i>hexokinase I</i> regulation. The sensitivity analysis also enabled the development of a simpler model that produced an output that was very close to that of the full model. Finally, the potential utility of the model in assisting experimental studies is briefly indicated.https://www.mdpi.com/2227-7390/9/18/2315mathematical modelphosphorylationglucosehexokinasesensitivity analysis
collection DOAJ
language English
format Article
sources DOAJ
author Vinh Q. Mai
Martin Meere
spellingShingle Vinh Q. Mai
Martin Meere
Modelling the Phosphorylation of Glucose by Human <i>hexokinase I</i>
Mathematics
mathematical model
phosphorylation
glucose
hexokinase
sensitivity analysis
author_facet Vinh Q. Mai
Martin Meere
author_sort Vinh Q. Mai
title Modelling the Phosphorylation of Glucose by Human <i>hexokinase I</i>
title_short Modelling the Phosphorylation of Glucose by Human <i>hexokinase I</i>
title_full Modelling the Phosphorylation of Glucose by Human <i>hexokinase I</i>
title_fullStr Modelling the Phosphorylation of Glucose by Human <i>hexokinase I</i>
title_full_unstemmed Modelling the Phosphorylation of Glucose by Human <i>hexokinase I</i>
title_sort modelling the phosphorylation of glucose by human <i>hexokinase i</i>
publisher MDPI AG
series Mathematics
issn 2227-7390
publishDate 2021-09-01
description In this paper, we develop a comprehensive mathematical model to describe the phosphorylation of glucose by the enzyme <i>hexokinase I</i>. Glucose phosphorylation is the first step of the glycolytic pathway, and as such, it is carefully regulated in cells. <i>Hexokinase I</i> phosphorylates glucose to produce glucose-6-phosphate, and the cell regulates the phosphorylation rate by inhibiting the action of this enzyme. The cell uses three inhibitory processes to regulate the enzyme: an allosteric product inhibitory process, a competitive product inhibitory process, and a competitive inhibitory process. Surprisingly, the cellular regulation of <i>hexokinase I</i> is not yet fully resolved, and so, in this study, we developed a detailed mathematical model to help unpack the behaviour. Numerical simulations of the model produced results that were consistent with the experimentally determined behaviour of <i>hexokinase I</i>. In addition, the simulations provided biological insights into the abstruse enzymatic behaviour, such as the dependence of the phosphorylation rate on the concentration of inorganic phosphate or the concentration of the product glucose-6-phosphate. A global sensitivity analysis of the model was implemented to help identify the key mechanisms of <i>hexokinase I</i> regulation. The sensitivity analysis also enabled the development of a simpler model that produced an output that was very close to that of the full model. Finally, the potential utility of the model in assisting experimental studies is briefly indicated.
topic mathematical model
phosphorylation
glucose
hexokinase
sensitivity analysis
url https://www.mdpi.com/2227-7390/9/18/2315
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