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Mathematical modelling of cytokines, MMPs and fibronectin fragments in osteoarthritic cartilage

Osteoarthritis (OA) is a degenerative disease which causes pain and stiffness in joints. OA progresses through excessive degradation of joint cartilage, eventually leading to significant joint degeneration and loss of function. Cytokines, a group of cell signalling proteins, present in raised concen...

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Autores principales: Baker, Michelle, Brook, Bindi S., Owen, Markus R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5562782/
https://www.ncbi.nlm.nih.gov/pubmed/28213682
http://dx.doi.org/10.1007/s00285-017-1104-y
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author Baker, Michelle
Brook, Bindi S.
Owen, Markus R.
author_facet Baker, Michelle
Brook, Bindi S.
Owen, Markus R.
author_sort Baker, Michelle
collection PubMed
description Osteoarthritis (OA) is a degenerative disease which causes pain and stiffness in joints. OA progresses through excessive degradation of joint cartilage, eventually leading to significant joint degeneration and loss of function. Cytokines, a group of cell signalling proteins, present in raised concentrations in OA joints, can be classified into pro-inflammatory and anti-inflammatory groups. They mediate cartilage degradation through several mechanisms, primarily the up-regulation of matrix metalloproteinases (MMPs), a group of collagen-degrading enzymes. In this paper we show that the interactions of cytokines within cartilage have a crucial role to play in OA progression and treatment. We develop a four-variable ordinary differential equation model for the interactions between pro- and anti-inflammatory cytokines, MMPs and fibronectin fragments (Fn-fs), a by-product of cartilage degradation and up-regulator of cytokines. We show that the model has four classes of dynamic behaviour: homoeostasis, bistable inflammation, tristable inflammation and persistent inflammation. We show that positive and negative feedbacks controlling cytokine production rates can determine either a pre-disposition to OA or initiation of OA. Further, we show that manipulation of cytokine, MMP and Fn-fs levels can be used to treat OA, but we suggest that multiple treatment targets may be essential to halt or slow disease progression.
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spelling pubmed-55627822017-09-01 Mathematical modelling of cytokines, MMPs and fibronectin fragments in osteoarthritic cartilage Baker, Michelle Brook, Bindi S. Owen, Markus R. J Math Biol Article Osteoarthritis (OA) is a degenerative disease which causes pain and stiffness in joints. OA progresses through excessive degradation of joint cartilage, eventually leading to significant joint degeneration and loss of function. Cytokines, a group of cell signalling proteins, present in raised concentrations in OA joints, can be classified into pro-inflammatory and anti-inflammatory groups. They mediate cartilage degradation through several mechanisms, primarily the up-regulation of matrix metalloproteinases (MMPs), a group of collagen-degrading enzymes. In this paper we show that the interactions of cytokines within cartilage have a crucial role to play in OA progression and treatment. We develop a four-variable ordinary differential equation model for the interactions between pro- and anti-inflammatory cytokines, MMPs and fibronectin fragments (Fn-fs), a by-product of cartilage degradation and up-regulator of cytokines. We show that the model has four classes of dynamic behaviour: homoeostasis, bistable inflammation, tristable inflammation and persistent inflammation. We show that positive and negative feedbacks controlling cytokine production rates can determine either a pre-disposition to OA or initiation of OA. Further, we show that manipulation of cytokine, MMP and Fn-fs levels can be used to treat OA, but we suggest that multiple treatment targets may be essential to halt or slow disease progression. Springer Berlin Heidelberg 2017-02-17 2017 /pmc/articles/PMC5562782/ /pubmed/28213682 http://dx.doi.org/10.1007/s00285-017-1104-y Text en © The Author(s) 2017 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 Article
Baker, Michelle
Brook, Bindi S.
Owen, Markus R.
Mathematical modelling of cytokines, MMPs and fibronectin fragments in osteoarthritic cartilage
title Mathematical modelling of cytokines, MMPs and fibronectin fragments in osteoarthritic cartilage
title_full Mathematical modelling of cytokines, MMPs and fibronectin fragments in osteoarthritic cartilage
title_fullStr Mathematical modelling of cytokines, MMPs and fibronectin fragments in osteoarthritic cartilage
title_full_unstemmed Mathematical modelling of cytokines, MMPs and fibronectin fragments in osteoarthritic cartilage
title_short Mathematical modelling of cytokines, MMPs and fibronectin fragments in osteoarthritic cartilage
title_sort mathematical modelling of cytokines, mmps and fibronectin fragments in osteoarthritic cartilage
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5562782/
https://www.ncbi.nlm.nih.gov/pubmed/28213682
http://dx.doi.org/10.1007/s00285-017-1104-y
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