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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3694163/ https://www.ncbi.nlm.nih.gov/pubmed/23840540 http://dx.doi.org/10.1371/journal.pone.0066870 |
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author | Zhang, Lihai Smith, David W. Gardiner, Bruce S. Grodzinsky, Alan J. |
author_facet | Zhang, Lihai Smith, David W. Gardiner, Bruce S. Grodzinsky, Alan J. |
author_sort | Zhang, Lihai |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-3694163 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-36941632013-07-09 Modeling the Insulin-Like Growth Factor System in Articular Cartilage Zhang, Lihai Smith, David W. Gardiner, Bruce S. Grodzinsky, Alan J. PLoS One Research Article 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. Public Library of Science 2013-06-26 /pmc/articles/PMC3694163/ /pubmed/23840540 http://dx.doi.org/10.1371/journal.pone.0066870 Text en © 2013 Zhang et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Zhang, Lihai Smith, David W. Gardiner, Bruce S. Grodzinsky, Alan J. Modeling the Insulin-Like Growth Factor System in Articular Cartilage |
title | 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_short | Modeling the Insulin-Like Growth Factor System in Articular Cartilage |
title_sort | modeling the insulin-like growth factor system in articular cartilage |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3694163/ https://www.ncbi.nlm.nih.gov/pubmed/23840540 http://dx.doi.org/10.1371/journal.pone.0066870 |
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