Dataset Information

Baker2017 - The role of cytokines, MMPs and fibronectin fragments osteoarthritis

ABSTRACT: Baker2017 - The role of cytokines, MMPs and fibronectin fragments osteoarthritis This model is described in the article: Mathematical modelling of cytokines, MMPs and fibronectin fragments in osteoarthritic cartilage. Baker M, Brook BS, Owen MR. J Math Biol 2017 Feb; : Abstract: 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. This model is hosted on BioModels Database and identified by: MODEL1704120000. To cite BioModels Database, please use: BioModels Database: An enhanced, curated and annotated resource for published quantitative kinetic models. To the extent possible under law, all copyright and related or neighbouring rights to this encoded model have been dedicated to the public domain worldwide. Please refer to CC0 Public Domain Dedication for more information.

SUBMITTER: Michelle Baker

PROVIDER: BIOMD0000000928 | BioModels | 2024-09-02

REPOSITORIES: BioModels

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	BIOMD0000000928?filename=Baker2017_Fig14-biopax3.owl	Owl
	BIOMD0000000928?filename=Baker2017_Fig14-matlab.m	Other
	BIOMD0000000928?filename=Baker2017_Fig14-octave.m	Other
	BIOMD0000000928?filename=Baker2017_Fig14.a_1.sedml	Other

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

Baker Michelle M Brook Bindi S BS Owen Markus R MR

Journal of mathematical biology 20170217 4

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 metall ...[more]

PMID: 28213682

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