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Proportional Insulin Infusion in Closed-Loop Control of Blood Glucose
A differential equation model is formulated that describes the dynamics of glucose concentration in blood circulation. The model accounts for the intake of food, expenditure of calories and the control of glucose levels by insulin and glucagon. These and other hormones affect the blood glucose level...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5217952/ https://www.ncbi.nlm.nih.gov/pubmed/28060898 http://dx.doi.org/10.1371/journal.pone.0169135 |
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author | Grasman, Johan Callender, Hannah L. Mensink, Marco |
author_facet | Grasman, Johan Callender, Hannah L. Mensink, Marco |
author_sort | Grasman, Johan |
collection | PubMed |
description | A differential equation model is formulated that describes the dynamics of glucose concentration in blood circulation. The model accounts for the intake of food, expenditure of calories and the control of glucose levels by insulin and glucagon. These and other hormones affect the blood glucose level in various ways. In this study only main effects are taken into consideration. Moreover, by making a quasi-steady state approximation the model is reduced to a single nonlinear differential equation of which parameters are fit to data from healthy subjects. Feedback provided by insulin plays a key role in the control of the blood glucose level. Reduced β-cell function and insulin resistance may hamper this process. With the present model it is shown how by closed-loop control these defects, in an organic way, can be compensated with continuous infusion of exogenous insulin. |
format | Online Article Text |
id | pubmed-5217952 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-52179522017-01-19 Proportional Insulin Infusion in Closed-Loop Control of Blood Glucose Grasman, Johan Callender, Hannah L. Mensink, Marco PLoS One Research Article A differential equation model is formulated that describes the dynamics of glucose concentration in blood circulation. The model accounts for the intake of food, expenditure of calories and the control of glucose levels by insulin and glucagon. These and other hormones affect the blood glucose level in various ways. In this study only main effects are taken into consideration. Moreover, by making a quasi-steady state approximation the model is reduced to a single nonlinear differential equation of which parameters are fit to data from healthy subjects. Feedback provided by insulin plays a key role in the control of the blood glucose level. Reduced β-cell function and insulin resistance may hamper this process. With the present model it is shown how by closed-loop control these defects, in an organic way, can be compensated with continuous infusion of exogenous insulin. Public Library of Science 2017-01-06 /pmc/articles/PMC5217952/ /pubmed/28060898 http://dx.doi.org/10.1371/journal.pone.0169135 Text en © 2017 Grasman et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Grasman, Johan Callender, Hannah L. Mensink, Marco Proportional Insulin Infusion in Closed-Loop Control of Blood Glucose |
title | Proportional Insulin Infusion in Closed-Loop Control of Blood Glucose |
title_full | Proportional Insulin Infusion in Closed-Loop Control of Blood Glucose |
title_fullStr | Proportional Insulin Infusion in Closed-Loop Control of Blood Glucose |
title_full_unstemmed | Proportional Insulin Infusion in Closed-Loop Control of Blood Glucose |
title_short | Proportional Insulin Infusion in Closed-Loop Control of Blood Glucose |
title_sort | proportional insulin infusion in closed-loop control of blood glucose |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5217952/ https://www.ncbi.nlm.nih.gov/pubmed/28060898 http://dx.doi.org/10.1371/journal.pone.0169135 |
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