Cargando…

The Effects of Insulin Resistance on Individual Tissues: An Application of a Mathematical Model of Metabolism in Humans

Whilst the human body expends energy constantly, the human diet consists of a mix of carbohydrates and fats delivered in a discontinuous manner. To deal with this sporadic supply of energy, there are transport, storage and utilisation mechanisms, for both carbohydrates and fats, around all tissues o...

Descripción completa

Detalles Bibliográficos
Autores principales: Pearson, Taliesin, Wattis, Jonathan A. D., King, John R., MacDonald, Ian A., Mazzatti, Dawn J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4949305/
https://www.ncbi.nlm.nih.gov/pubmed/27306890
http://dx.doi.org/10.1007/s11538-016-0181-1
_version_ 1782443405948747776
author Pearson, Taliesin
Wattis, Jonathan A. D.
King, John R.
MacDonald, Ian A.
Mazzatti, Dawn J.
author_facet Pearson, Taliesin
Wattis, Jonathan A. D.
King, John R.
MacDonald, Ian A.
Mazzatti, Dawn J.
author_sort Pearson, Taliesin
collection PubMed
description Whilst the human body expends energy constantly, the human diet consists of a mix of carbohydrates and fats delivered in a discontinuous manner. To deal with this sporadic supply of energy, there are transport, storage and utilisation mechanisms, for both carbohydrates and fats, around all tissues of the body. Insulin-resistant states such as type 2 diabetes and obesity are characterised by reduced efficiency of these mechanisms. Exactly how these insulin-resistant states develop, for example whether there is an order in which tissues become insulin resistant, is an active area of research with the hope of gaining a better overall understanding of insulin resistance. In this paper, we use a previously derived system of 12 first-order coupled differential equations that describe the transport between, and storage in, different tissues of the human body. We briefly revisit the derivation of the model before parametrising the model to account for insulin resistance. We then solve the model numerically, separately simulating each individual tissue as insulin resistant, and discuss and compare these results, drawing three main conclusions. The implications of these results are in accordance with biological intuition. First, insulin resistance in a tissue creates a knock-on effect on the other tissues in the body, whereby they attempt to compensate for the reduced efficiency of the insulin-resistant tissue. Second, insulin resistance causes a fatty liver, and the insulin resistance of tissues other than the liver can cause fat to accumulate in the liver. Finally, although insulin resistance in individual tissues can cause slightly reduced skeletal muscle metabolic flexibility, it is when the whole body is insulin resistant that the biggest effect on skeletal muscle flexibility is seen.
format Online
Article
Text
id pubmed-4949305
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Springer US
record_format MEDLINE/PubMed
spelling pubmed-49493052016-07-28 The Effects of Insulin Resistance on Individual Tissues: An Application of a Mathematical Model of Metabolism in Humans Pearson, Taliesin Wattis, Jonathan A. D. King, John R. MacDonald, Ian A. Mazzatti, Dawn J. Bull Math Biol Original Article Whilst the human body expends energy constantly, the human diet consists of a mix of carbohydrates and fats delivered in a discontinuous manner. To deal with this sporadic supply of energy, there are transport, storage and utilisation mechanisms, for both carbohydrates and fats, around all tissues of the body. Insulin-resistant states such as type 2 diabetes and obesity are characterised by reduced efficiency of these mechanisms. Exactly how these insulin-resistant states develop, for example whether there is an order in which tissues become insulin resistant, is an active area of research with the hope of gaining a better overall understanding of insulin resistance. In this paper, we use a previously derived system of 12 first-order coupled differential equations that describe the transport between, and storage in, different tissues of the human body. We briefly revisit the derivation of the model before parametrising the model to account for insulin resistance. We then solve the model numerically, separately simulating each individual tissue as insulin resistant, and discuss and compare these results, drawing three main conclusions. The implications of these results are in accordance with biological intuition. First, insulin resistance in a tissue creates a knock-on effect on the other tissues in the body, whereby they attempt to compensate for the reduced efficiency of the insulin-resistant tissue. Second, insulin resistance causes a fatty liver, and the insulin resistance of tissues other than the liver can cause fat to accumulate in the liver. Finally, although insulin resistance in individual tissues can cause slightly reduced skeletal muscle metabolic flexibility, it is when the whole body is insulin resistant that the biggest effect on skeletal muscle flexibility is seen. Springer US 2016-06-15 2016 /pmc/articles/PMC4949305/ /pubmed/27306890 http://dx.doi.org/10.1007/s11538-016-0181-1 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Original Article
Pearson, Taliesin
Wattis, Jonathan A. D.
King, John R.
MacDonald, Ian A.
Mazzatti, Dawn J.
The Effects of Insulin Resistance on Individual Tissues: An Application of a Mathematical Model of Metabolism in Humans
title The Effects of Insulin Resistance on Individual Tissues: An Application of a Mathematical Model of Metabolism in Humans
title_full The Effects of Insulin Resistance on Individual Tissues: An Application of a Mathematical Model of Metabolism in Humans
title_fullStr The Effects of Insulin Resistance on Individual Tissues: An Application of a Mathematical Model of Metabolism in Humans
title_full_unstemmed The Effects of Insulin Resistance on Individual Tissues: An Application of a Mathematical Model of Metabolism in Humans
title_short The Effects of Insulin Resistance on Individual Tissues: An Application of a Mathematical Model of Metabolism in Humans
title_sort effects of insulin resistance on individual tissues: an application of a mathematical model of metabolism in humans
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4949305/
https://www.ncbi.nlm.nih.gov/pubmed/27306890
http://dx.doi.org/10.1007/s11538-016-0181-1
work_keys_str_mv AT pearsontaliesin theeffectsofinsulinresistanceonindividualtissuesanapplicationofamathematicalmodelofmetabolisminhumans
AT wattisjonathanad theeffectsofinsulinresistanceonindividualtissuesanapplicationofamathematicalmodelofmetabolisminhumans
AT kingjohnr theeffectsofinsulinresistanceonindividualtissuesanapplicationofamathematicalmodelofmetabolisminhumans
AT macdonaldiana theeffectsofinsulinresistanceonindividualtissuesanapplicationofamathematicalmodelofmetabolisminhumans
AT mazzattidawnj theeffectsofinsulinresistanceonindividualtissuesanapplicationofamathematicalmodelofmetabolisminhumans
AT pearsontaliesin effectsofinsulinresistanceonindividualtissuesanapplicationofamathematicalmodelofmetabolisminhumans
AT wattisjonathanad effectsofinsulinresistanceonindividualtissuesanapplicationofamathematicalmodelofmetabolisminhumans
AT kingjohnr effectsofinsulinresistanceonindividualtissuesanapplicationofamathematicalmodelofmetabolisminhumans
AT macdonaldiana effectsofinsulinresistanceonindividualtissuesanapplicationofamathematicalmodelofmetabolisminhumans
AT mazzattidawnj effectsofinsulinresistanceonindividualtissuesanapplicationofamathematicalmodelofmetabolisminhumans