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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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 |
work_keys_str_mv |
AT vinhqmai modellingthephosphorylationofglucosebyhumanihexokinaseii AT martinmeere modellingthephosphorylationofglucosebyhumanihexokinaseii |
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