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...

Full description

Bibliographic Details
Main Authors: Igor L Chernyavsky, Huguette Croisier, Lloyd A C Chapman, Laura S Kimpton, Jonathan E Hiorns, Bindi S Brook, Oliver E Jensen, Charlotte K Billington, Ian P Hall, Simon R Johnson
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3954558?pdf=render
id doaj-7dbb3a86909349c9b4fd145bf4f2df73
record_format Article
spelling doaj-7dbb3a86909349c9b4fd145bf4f2df732020-11-25T01:31:19ZengPublic Library of Science (PLoS)PLoS ONE1932-62032014-01-0193e9016210.1371/journal.pone.0090162The role of inflammation resolution speed in airway smooth muscle mass accumulation in asthma: insight from a theoretical model.Igor L ChernyavskyHuguette CroisierLloyd A C ChapmanLaura S KimptonJonathan E HiornsBindi S BrookOliver E JensenCharlotte K BillingtonIan P HallSimon R JohnsonDespite 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.http://europepmc.org/articles/PMC3954558?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Igor L Chernyavsky
Huguette Croisier
Lloyd A C Chapman
Laura S Kimpton
Jonathan E Hiorns
Bindi S Brook
Oliver E Jensen
Charlotte K Billington
Ian P Hall
Simon R Johnson
spellingShingle Igor L Chernyavsky
Huguette Croisier
Lloyd A C Chapman
Laura S Kimpton
Jonathan E Hiorns
Bindi S Brook
Oliver E Jensen
Charlotte K Billington
Ian P Hall
Simon R Johnson
The role of inflammation resolution speed in airway smooth muscle mass accumulation in asthma: insight from a theoretical model.
PLoS ONE
author_facet Igor L Chernyavsky
Huguette Croisier
Lloyd A C Chapman
Laura S Kimpton
Jonathan E Hiorns
Bindi S Brook
Oliver E Jensen
Charlotte K Billington
Ian P Hall
Simon R Johnson
author_sort Igor L Chernyavsky
title 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_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_sort role of inflammation resolution speed in airway smooth muscle mass accumulation in asthma: insight from a theoretical model.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2014-01-01
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.
url http://europepmc.org/articles/PMC3954558?pdf=render
work_keys_str_mv AT igorlchernyavsky theroleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT huguettecroisier theroleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT lloydacchapman theroleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT lauraskimpton theroleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT jonathanehiorns theroleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT bindisbrook theroleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT oliverejensen theroleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT charlottekbillington theroleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT ianphall theroleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT simonrjohnson theroleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT igorlchernyavsky roleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT huguettecroisier roleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT lloydacchapman roleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT lauraskimpton roleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT jonathanehiorns roleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT bindisbrook roleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT oliverejensen roleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT charlottekbillington roleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT ianphall roleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
AT simonrjohnson roleofinflammationresolutionspeedinairwaysmoothmusclemassaccumulationinasthmainsightfromatheoreticalmodel
_version_ 1725087375075311616