Cargando…

Computational modelling of the regulation of Insulin signalling by oxidative stress

BACKGROUND: Existing models of insulin signalling focus on short term dynamics, rather than the longer term dynamics necessary to understand many physiologically relevant behaviours. We have developed a model of insulin signalling in rodent adipocytes that includes both transcriptional feedback thro...

Descripción completa

Detalles Bibliográficos
Autores principales: Smith, Graham R, Shanley, Daryl P
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3668293/
https://www.ncbi.nlm.nih.gov/pubmed/23705851
http://dx.doi.org/10.1186/1752-0509-7-41
_version_ 1782271611111473152
author Smith, Graham R
Shanley, Daryl P
author_facet Smith, Graham R
Shanley, Daryl P
author_sort Smith, Graham R
collection PubMed
description BACKGROUND: Existing models of insulin signalling focus on short term dynamics, rather than the longer term dynamics necessary to understand many physiologically relevant behaviours. We have developed a model of insulin signalling in rodent adipocytes that includes both transcriptional feedback through the Forkhead box type O (FOXO) transcription factor, and interaction with oxidative stress, in addition to the core pathway. In the model Reactive Oxygen Species are both generated endogenously and can be applied externally. They regulate signalling though inhibition of phosphatases and induction of the activity of Stress Activated Protein Kinases, which themselves modulate feedbacks to insulin signalling and FOXO. RESULTS: Insulin and oxidative stress combined produce a lower degree of activation of insulin signalling than insulin alone. Fasting (nutrient withdrawal) and weak oxidative stress upregulate antioxidant defences while stronger oxidative stress leads to a short term activation of insulin signalling but if prolonged can have other effects including degradation of the insulin receptor substrate (IRS1) and FOXO. At high insulin the protective effect of moderate oxidative stress may disappear. CONCLUSION: Our model is consistent with a wide range of experimental data, some of which is difficult to explain. Oxidative stress can have effects that are both up- and down-regulatory on insulin signalling. Our model therefore shows the complexity of the interaction between the two pathways and highlights the need for such integrated computational models to give insight into the dysregulation of insulin signalling along with more data at the individual level. A complete SBML model file can be downloaded from BIOMODELS (https://www.ebi.ac.uk/biomodels-main) with unique identifier MODEL1212210000. Other files and scripts are available as additional files with this journal article and can be downloaded from https://github.com/graham1034/Smith2012_insulin_signalling.
format Online
Article
Text
id pubmed-3668293
institution National Center for Biotechnology Information
language English
publishDate 2013
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-36682932013-06-01 Computational modelling of the regulation of Insulin signalling by oxidative stress Smith, Graham R Shanley, Daryl P BMC Syst Biol Research Article BACKGROUND: Existing models of insulin signalling focus on short term dynamics, rather than the longer term dynamics necessary to understand many physiologically relevant behaviours. We have developed a model of insulin signalling in rodent adipocytes that includes both transcriptional feedback through the Forkhead box type O (FOXO) transcription factor, and interaction with oxidative stress, in addition to the core pathway. In the model Reactive Oxygen Species are both generated endogenously and can be applied externally. They regulate signalling though inhibition of phosphatases and induction of the activity of Stress Activated Protein Kinases, which themselves modulate feedbacks to insulin signalling and FOXO. RESULTS: Insulin and oxidative stress combined produce a lower degree of activation of insulin signalling than insulin alone. Fasting (nutrient withdrawal) and weak oxidative stress upregulate antioxidant defences while stronger oxidative stress leads to a short term activation of insulin signalling but if prolonged can have other effects including degradation of the insulin receptor substrate (IRS1) and FOXO. At high insulin the protective effect of moderate oxidative stress may disappear. CONCLUSION: Our model is consistent with a wide range of experimental data, some of which is difficult to explain. Oxidative stress can have effects that are both up- and down-regulatory on insulin signalling. Our model therefore shows the complexity of the interaction between the two pathways and highlights the need for such integrated computational models to give insight into the dysregulation of insulin signalling along with more data at the individual level. A complete SBML model file can be downloaded from BIOMODELS (https://www.ebi.ac.uk/biomodels-main) with unique identifier MODEL1212210000. Other files and scripts are available as additional files with this journal article and can be downloaded from https://github.com/graham1034/Smith2012_insulin_signalling. BioMed Central 2013-05-24 /pmc/articles/PMC3668293/ /pubmed/23705851 http://dx.doi.org/10.1186/1752-0509-7-41 Text en Copyright © 2013 Smith and Shanley; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Smith, Graham R
Shanley, Daryl P
Computational modelling of the regulation of Insulin signalling by oxidative stress
title Computational modelling of the regulation of Insulin signalling by oxidative stress
title_full Computational modelling of the regulation of Insulin signalling by oxidative stress
title_fullStr Computational modelling of the regulation of Insulin signalling by oxidative stress
title_full_unstemmed Computational modelling of the regulation of Insulin signalling by oxidative stress
title_short Computational modelling of the regulation of Insulin signalling by oxidative stress
title_sort computational modelling of the regulation of insulin signalling by oxidative stress
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3668293/
https://www.ncbi.nlm.nih.gov/pubmed/23705851
http://dx.doi.org/10.1186/1752-0509-7-41
work_keys_str_mv AT smithgrahamr computationalmodellingoftheregulationofinsulinsignallingbyoxidativestress
AT shanleydarylp computationalmodellingoftheregulationofinsulinsignallingbyoxidativestress