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...
Main Authors: | , , , |
---|---|
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 |
id |
doaj-f60f202902f54c9181e9f6f2dd2aa8b2 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT lihaizhang modelingtheinsulinlikegrowthfactorsysteminarticularcartilage AT davidwsmith modelingtheinsulinlikegrowthfactorsysteminarticularcartilage AT brucesgardiner modelingtheinsulinlikegrowthfactorsysteminarticularcartilage AT alanjgrodzinsky modelingtheinsulinlikegrowthfactorsysteminarticularcartilage |
_version_ |
1725020612660822016 |