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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2017
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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. |
format | Online Article Text |
id | pubmed-5562782 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
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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