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The Role of Inflammation Resolution Speed in Airway Smooth Muscle Mass Accumulation in Asthma: Insight from a Theoretical Model
Despite a large amount of in vitro data, the dynamics of airway smooth muscle (ASM) mass increase in the airways of patients with asthma is not well understood. Here, we present a novel mathematical model that describes qualitatively the growth dynamics of ASM cells over short and long terms in the...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3954558/ https://www.ncbi.nlm.nih.gov/pubmed/24632688 http://dx.doi.org/10.1371/journal.pone.0090162 |
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author | Chernyavsky, Igor L. Croisier, Huguette Chapman, Lloyd A. C. Kimpton, Laura S. Hiorns, Jonathan E. Brook, Bindi S. Jensen, Oliver E. Billington, Charlotte K. Hall, Ian P. Johnson, Simon R. |
author_facet | Chernyavsky, Igor L. Croisier, Huguette Chapman, Lloyd A. C. Kimpton, Laura S. Hiorns, Jonathan E. Brook, Bindi S. Jensen, Oliver E. Billington, Charlotte K. Hall, Ian P. Johnson, Simon R. |
author_sort | Chernyavsky, Igor L. |
collection | PubMed |
description | Despite a large amount of in vitro data, the dynamics of airway smooth muscle (ASM) mass increase in the airways of patients with asthma is not well understood. Here, we present a novel mathematical model that describes qualitatively the growth dynamics of ASM cells over short and long terms in the normal and inflammatory environments typically observed in asthma. The degree of ASM accumulation can be explained by an increase in the rate at which ASM cells switch between non-proliferative and proliferative states, driven by episodic inflammatory events. Our model explores the idea that remodelling due to ASM hyperplasia increases with the frequency and magnitude of these inflammatory events, relative to certain sensitivity thresholds. It highlights the importance of inflammation resolution speed by showing that when resolution is slow, even a series of small exacerbation events can result in significant remodelling, which persists after the inflammatory episodes. In addition, we demonstrate how the uncertainty in long-term outcome may be quantified and used to design an optimal low-risk individual anti-proliferative treatment strategy. The model shows that the rate of clearance of ASM proliferation and recruitment factors after an acute inflammatory event is a potentially important, and hitherto unrecognised, target for anti-remodelling therapy in asthma. It also suggests new ways of quantifying inflammation severity that could improve prediction of the extent of ASM accumulation. This ASM growth model should prove useful for designing new experiments or as a building block of more detailed multi-cellular tissue-level models. |
format | Online Article Text |
id | pubmed-3954558 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-39545582014-03-18 The Role of Inflammation Resolution Speed in Airway Smooth Muscle Mass Accumulation in Asthma: Insight from a Theoretical Model Chernyavsky, Igor L. Croisier, Huguette Chapman, Lloyd A. C. Kimpton, Laura S. Hiorns, Jonathan E. Brook, Bindi S. Jensen, Oliver E. Billington, Charlotte K. Hall, Ian P. Johnson, Simon R. PLoS One Research Article Despite a large amount of in vitro data, the dynamics of airway smooth muscle (ASM) mass increase in the airways of patients with asthma is not well understood. Here, we present a novel mathematical model that describes qualitatively the growth dynamics of ASM cells over short and long terms in the normal and inflammatory environments typically observed in asthma. The degree of ASM accumulation can be explained by an increase in the rate at which ASM cells switch between non-proliferative and proliferative states, driven by episodic inflammatory events. Our model explores the idea that remodelling due to ASM hyperplasia increases with the frequency and magnitude of these inflammatory events, relative to certain sensitivity thresholds. It highlights the importance of inflammation resolution speed by showing that when resolution is slow, even a series of small exacerbation events can result in significant remodelling, which persists after the inflammatory episodes. In addition, we demonstrate how the uncertainty in long-term outcome may be quantified and used to design an optimal low-risk individual anti-proliferative treatment strategy. The model shows that the rate of clearance of ASM proliferation and recruitment factors after an acute inflammatory event is a potentially important, and hitherto unrecognised, target for anti-remodelling therapy in asthma. It also suggests new ways of quantifying inflammation severity that could improve prediction of the extent of ASM accumulation. This ASM growth model should prove useful for designing new experiments or as a building block of more detailed multi-cellular tissue-level models. Public Library of Science 2014-03-14 /pmc/articles/PMC3954558/ /pubmed/24632688 http://dx.doi.org/10.1371/journal.pone.0090162 Text en © 2014 Chernyavsky 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Chernyavsky, Igor L. Croisier, Huguette Chapman, Lloyd A. C. Kimpton, Laura S. Hiorns, Jonathan E. Brook, Bindi S. Jensen, Oliver E. Billington, Charlotte K. Hall, Ian P. Johnson, Simon R. The Role of Inflammation Resolution Speed in Airway Smooth Muscle Mass Accumulation in Asthma: Insight from a Theoretical Model |
title | The Role of Inflammation Resolution Speed in Airway Smooth Muscle Mass Accumulation in Asthma: Insight from a Theoretical Model |
title_full | The Role of Inflammation Resolution Speed in Airway Smooth Muscle Mass Accumulation in Asthma: Insight from a Theoretical Model |
title_fullStr | The Role of Inflammation Resolution Speed in Airway Smooth Muscle Mass Accumulation in Asthma: Insight from a Theoretical Model |
title_full_unstemmed | The Role of Inflammation Resolution Speed in Airway Smooth Muscle Mass Accumulation in Asthma: Insight from a Theoretical Model |
title_short | The Role of Inflammation Resolution Speed in Airway Smooth Muscle Mass Accumulation in Asthma: Insight from a Theoretical Model |
title_sort | role of inflammation resolution speed in airway smooth muscle mass accumulation in asthma: insight from a theoretical model |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3954558/ https://www.ncbi.nlm.nih.gov/pubmed/24632688 http://dx.doi.org/10.1371/journal.pone.0090162 |
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