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E-DES-PROT: A novel computational model to describe the effects of amino acids and protein on postprandial glucose and insulin dynamics in humans

Current computational models of whole-body glucose homeostasis describe physiological processes by which insulin regulates circulating glucose concentrations. While these models perform well in response to oral glucose challenges, interaction with other nutrients that impact postprandial glucose met...

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Autores principales: van Sloun, Bart, Goossens, Gijs H., Erdõs, Balázs, O’Donovan, Shauna D., Singh-Povel, Cécile M., Geurts, Jan M.W., van Riel, Natal A.W., Arts, Ilja C.W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9989689/
https://www.ncbi.nlm.nih.gov/pubmed/36895641
http://dx.doi.org/10.1016/j.isci.2023.106218
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author van Sloun, Bart
Goossens, Gijs H.
Erdõs, Balázs
O’Donovan, Shauna D.
Singh-Povel, Cécile M.
Geurts, Jan M.W.
van Riel, Natal A.W.
Arts, Ilja C.W.
author_facet van Sloun, Bart
Goossens, Gijs H.
Erdõs, Balázs
O’Donovan, Shauna D.
Singh-Povel, Cécile M.
Geurts, Jan M.W.
van Riel, Natal A.W.
Arts, Ilja C.W.
author_sort van Sloun, Bart
collection PubMed
description Current computational models of whole-body glucose homeostasis describe physiological processes by which insulin regulates circulating glucose concentrations. While these models perform well in response to oral glucose challenges, interaction with other nutrients that impact postprandial glucose metabolism, such as amino acids (AAs), is not considered. Here, we developed a computational model of the human glucose-insulin system, which incorporates the effects of AAs on insulin secretion and hepatic glucose production. This model was applied to postprandial glucose and insulin time-series data following different AA challenges (with and without co-ingestion of glucose), dried milk protein ingredients, and dairy products. Our findings demonstrate that this model allows accurate description of postprandial glucose and insulin dynamics and provides insight into the physiological processes underlying meal responses. This model may facilitate the development of computational models that describe glucose homeostasis following the intake of multiple macronutrients, while capturing relevant features of an individual’s metabolic health.
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spelling pubmed-99896892023-03-08 E-DES-PROT: A novel computational model to describe the effects of amino acids and protein on postprandial glucose and insulin dynamics in humans van Sloun, Bart Goossens, Gijs H. Erdõs, Balázs O’Donovan, Shauna D. Singh-Povel, Cécile M. Geurts, Jan M.W. van Riel, Natal A.W. Arts, Ilja C.W. iScience Article Current computational models of whole-body glucose homeostasis describe physiological processes by which insulin regulates circulating glucose concentrations. While these models perform well in response to oral glucose challenges, interaction with other nutrients that impact postprandial glucose metabolism, such as amino acids (AAs), is not considered. Here, we developed a computational model of the human glucose-insulin system, which incorporates the effects of AAs on insulin secretion and hepatic glucose production. This model was applied to postprandial glucose and insulin time-series data following different AA challenges (with and without co-ingestion of glucose), dried milk protein ingredients, and dairy products. Our findings demonstrate that this model allows accurate description of postprandial glucose and insulin dynamics and provides insight into the physiological processes underlying meal responses. This model may facilitate the development of computational models that describe glucose homeostasis following the intake of multiple macronutrients, while capturing relevant features of an individual’s metabolic health. Elsevier 2023-02-18 /pmc/articles/PMC9989689/ /pubmed/36895641 http://dx.doi.org/10.1016/j.isci.2023.106218 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
van Sloun, Bart
Goossens, Gijs H.
Erdõs, Balázs
O’Donovan, Shauna D.
Singh-Povel, Cécile M.
Geurts, Jan M.W.
van Riel, Natal A.W.
Arts, Ilja C.W.
E-DES-PROT: A novel computational model to describe the effects of amino acids and protein on postprandial glucose and insulin dynamics in humans
title E-DES-PROT: A novel computational model to describe the effects of amino acids and protein on postprandial glucose and insulin dynamics in humans
title_full E-DES-PROT: A novel computational model to describe the effects of amino acids and protein on postprandial glucose and insulin dynamics in humans
title_fullStr E-DES-PROT: A novel computational model to describe the effects of amino acids and protein on postprandial glucose and insulin dynamics in humans
title_full_unstemmed E-DES-PROT: A novel computational model to describe the effects of amino acids and protein on postprandial glucose and insulin dynamics in humans
title_short E-DES-PROT: A novel computational model to describe the effects of amino acids and protein on postprandial glucose and insulin dynamics in humans
title_sort e-des-prot: a novel computational model to describe the effects of amino acids and protein on postprandial glucose and insulin dynamics in humans
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9989689/
https://www.ncbi.nlm.nih.gov/pubmed/36895641
http://dx.doi.org/10.1016/j.isci.2023.106218
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