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The role of inflammation resolution speed in airway smooth muscle mass accumulation in asthma: Insight from a theoretical model
- Source :
- Chernyavsky, I L, Croisier, H, Chapman, L A C, Kimpton, L S, Hiorns, J E, Brook, B S, Jensen, O E, Billington, C K, Hall, I P & Johnson, S R 2014, ' The role of inflammation resolution speed in airway smooth muscle mass accumulation in asthma: Insight from a theoretical model ', PLoS ONE, vol. 9, no. 3, e90162, pp. e90162 . https://doi.org/10.1371/journal.pone.0090162, PLoS ONE, Vol 9, Iss 3, p e90162 (2014), PLoS ONE
- Publication Year :
- 2014
-
Abstract
- 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. © 2014 Chernyavsky et al.
- Subjects :
- Pathology
Anatomy and Physiology
Pulmonology
Exacerbation
Respiratory System
lcsh:Medicine
Long terms
0302 clinical medicine
Molecular Cell Biology
lcsh:Science
Medicine(all)
0303 health sciences
Multidisciplinary
Agricultural and Biological Sciences(all)
Applied Mathematics
Complex Systems
Airway smooth muscle
Growth model
Hyperplasia
respiratory system
Airway Remodeling
Medicine
Cellular Types
medicine.symptom
Research Article
Computer Modeling
medicine.medical_specialty
Clinical Research Design
Inflammation
Cell Growth
03 medical and health sciences
Inflammation resolution
medicine
Humans
Respiratory Physiology
Biology
Theoretical Biology
030304 developmental biology
Asthma
Muscle Cells
business.industry
Biochemistry, Genetics and Molecular Biology(all)
lcsh:R
Modeling
Computational Biology
Muscle, Smooth
Models, Theoretical
medicine.disease
respiratory tract diseases
030228 respiratory system
Computer Science
lcsh:Q
business
Neuroscience
Mathematics
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Database :
- OpenAIRE
- Journal :
- Chernyavsky, I L, Croisier, H, Chapman, L A C, Kimpton, L S, Hiorns, J E, Brook, B S, Jensen, O E, Billington, C K, Hall, I P & Johnson, S R 2014, ' The role of inflammation resolution speed in airway smooth muscle mass accumulation in asthma: Insight from a theoretical model ', PLoS ONE, vol. 9, no. 3, e90162, pp. e90162 . https://doi.org/10.1371/journal.pone.0090162, PLoS ONE, Vol 9, Iss 3, p e90162 (2014), PLoS ONE
- Accession number :
- edsair.doi.dedup.....efc63b0ae5cc9b06b93c0b9b3f304ead
- Full Text :
- https://doi.org/10.1371/journal.pone.0090162