Modeling the Insulin-Like Growth Factor System in Articular Cartilage.

IGF signaling is involved in cell proliferation, differentiation and apoptosis in a wide range of tissues, both normal and diseased, and so IGF-IR has been the focus of intense interest as a promising drug target. In this computational study on cartilage, we focus on two questions: (i) what are the...

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Main Authors: Lihai Zhang, David W Smith, Bruce S Gardiner, Alan J Grodzinsky
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2013-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3694163?pdf=render
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spelling doaj-f60f202902f54c9181e9f6f2dd2aa8b22020-11-25T01:46:09ZengPublic Library of Science (PLoS)PLoS ONE1932-62032013-01-0186e6687010.1371/journal.pone.0066870Modeling the Insulin-Like Growth Factor System in Articular Cartilage.Lihai ZhangDavid W SmithBruce S GardinerAlan J GrodzinskyIGF signaling is involved in cell proliferation, differentiation and apoptosis in a wide range of tissues, both normal and diseased, and so IGF-IR has been the focus of intense interest as a promising drug target. In this computational study on cartilage, we focus on two questions: (i) what are the key factors influencing IGF-IR complex formation, and (ii) how might cells regulate IGF-IR complex formation? We develop a reaction-diffusion computational model of the IGF system involving twenty three parameters. A series of parametric and sensitivity studies are used to identify the key factors influencing IGF signaling. From the model we predict the free IGF and IGF-IR complex concentrations throughout the tissue. We estimate the degradation half-lives of free IGF-I and IGFBPs in normal cartilage to be 20 and 100 mins respectively, and conclude that regulation of the IGF half-life, either directly or indirectly via extracellular matrix IGF-BP protease concentrations, are two critical factors governing the IGF-IR complex formation in the cartilage. Further we find that cellular regulation of IGF-II production, the IGF-IIR concentration and its clearance rate, all significantly influence IGF signaling. It is likely that negative feedback processes via regulation of these factors tune IGF signaling within a tissue, which may help explain the recent failures of single target drug therapies aimed at modifying IGF signaling.http://europepmc.org/articles/PMC3694163?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Lihai Zhang
David W Smith
Bruce S Gardiner
Alan J Grodzinsky
spellingShingle Lihai Zhang
David W Smith
Bruce S Gardiner
Alan J Grodzinsky
Modeling the Insulin-Like Growth Factor System in Articular Cartilage.
PLoS ONE
author_facet Lihai Zhang
David W Smith
Bruce S Gardiner
Alan J Grodzinsky
author_sort Lihai Zhang
title Modeling the Insulin-Like Growth Factor System in Articular Cartilage.
title_short Modeling the Insulin-Like Growth Factor System in Articular Cartilage.
title_full Modeling the Insulin-Like Growth Factor System in Articular Cartilage.
title_fullStr Modeling the Insulin-Like Growth Factor System in Articular Cartilage.
title_full_unstemmed Modeling the Insulin-Like Growth Factor System in Articular Cartilage.
title_sort modeling the insulin-like growth factor system in articular cartilage.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2013-01-01
description IGF signaling is involved in cell proliferation, differentiation and apoptosis in a wide range of tissues, both normal and diseased, and so IGF-IR has been the focus of intense interest as a promising drug target. In this computational study on cartilage, we focus on two questions: (i) what are the key factors influencing IGF-IR complex formation, and (ii) how might cells regulate IGF-IR complex formation? We develop a reaction-diffusion computational model of the IGF system involving twenty three parameters. A series of parametric and sensitivity studies are used to identify the key factors influencing IGF signaling. From the model we predict the free IGF and IGF-IR complex concentrations throughout the tissue. We estimate the degradation half-lives of free IGF-I and IGFBPs in normal cartilage to be 20 and 100 mins respectively, and conclude that regulation of the IGF half-life, either directly or indirectly via extracellular matrix IGF-BP protease concentrations, are two critical factors governing the IGF-IR complex formation in the cartilage. Further we find that cellular regulation of IGF-II production, the IGF-IIR concentration and its clearance rate, all significantly influence IGF signaling. It is likely that negative feedback processes via regulation of these factors tune IGF signaling within a tissue, which may help explain the recent failures of single target drug therapies aimed at modifying IGF signaling.
url http://europepmc.org/articles/PMC3694163?pdf=render
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