Cargando…
A mathematical model of venous neointimal hyperplasia formation
BACKGROUND: In hemodialysis patients, the most common cause of vascular access failure is neointimal hyperplasia of vascular smooth muscle cells at the venous anastomosis of arteriovenous fistulas and grafts. The release of growth factors due to surgical injury, oxidative stress and turbulent flow h...
Autores principales: | , , , , , |
---|---|
Formato: | Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2008
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2263040/ https://www.ncbi.nlm.nih.gov/pubmed/18215280 http://dx.doi.org/10.1186/1742-4682-5-2 |
_version_ | 1782151434119151616 |
---|---|
author | Budu-Grajdeanu, Paula Schugart, Richard C Friedman, Avner Valentine, Christopher Agarwal, Anil K Rovin, Brad H |
author_facet | Budu-Grajdeanu, Paula Schugart, Richard C Friedman, Avner Valentine, Christopher Agarwal, Anil K Rovin, Brad H |
author_sort | Budu-Grajdeanu, Paula |
collection | PubMed |
description | BACKGROUND: In hemodialysis patients, the most common cause of vascular access failure is neointimal hyperplasia of vascular smooth muscle cells at the venous anastomosis of arteriovenous fistulas and grafts. The release of growth factors due to surgical injury, oxidative stress and turbulent flow has been suggested as a possible mechanism for neointimal hyperplasia. RESULTS: In this work, we construct a mathematical model which analyzes the role that growth factors might play in the stenosis at the venous anastomosis. The model consists of a system of partial differential equations describing the influence of oxidative stress and turbulent flow on growth factors, the interaction among growth factors, smooth muscle cells, and extracellular matrix, and the subsequent effect on the stenosis at the venous anastomosis, which, in turn, affects the level of oxidative stress and degree of turbulent flow. Computer simulations suggest that our model can be used to predict access stenosis as a function of the initial concentration of the growth factors inside the intimal-luminal space. CONCLUSION: The proposed model describes the formation of venous neointimal hyperplasia, based on pathogenic mechanisms. The results suggest that interventions aimed at specific growth factors may be successful in prolonging the life of the vascular access, while reducing the costs of vascular access maintenance. The model may also provide indication of when invasive access surveillance to repair stenosis should be undertaken. |
format | Text |
id | pubmed-2263040 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2008 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-22630402008-03-06 A mathematical model of venous neointimal hyperplasia formation Budu-Grajdeanu, Paula Schugart, Richard C Friedman, Avner Valentine, Christopher Agarwal, Anil K Rovin, Brad H Theor Biol Med Model Research BACKGROUND: In hemodialysis patients, the most common cause of vascular access failure is neointimal hyperplasia of vascular smooth muscle cells at the venous anastomosis of arteriovenous fistulas and grafts. The release of growth factors due to surgical injury, oxidative stress and turbulent flow has been suggested as a possible mechanism for neointimal hyperplasia. RESULTS: In this work, we construct a mathematical model which analyzes the role that growth factors might play in the stenosis at the venous anastomosis. The model consists of a system of partial differential equations describing the influence of oxidative stress and turbulent flow on growth factors, the interaction among growth factors, smooth muscle cells, and extracellular matrix, and the subsequent effect on the stenosis at the venous anastomosis, which, in turn, affects the level of oxidative stress and degree of turbulent flow. Computer simulations suggest that our model can be used to predict access stenosis as a function of the initial concentration of the growth factors inside the intimal-luminal space. CONCLUSION: The proposed model describes the formation of venous neointimal hyperplasia, based on pathogenic mechanisms. The results suggest that interventions aimed at specific growth factors may be successful in prolonging the life of the vascular access, while reducing the costs of vascular access maintenance. The model may also provide indication of when invasive access surveillance to repair stenosis should be undertaken. BioMed Central 2008-01-23 /pmc/articles/PMC2263040/ /pubmed/18215280 http://dx.doi.org/10.1186/1742-4682-5-2 Text en Copyright © 2008 Budu-Grajdeanu et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Budu-Grajdeanu, Paula Schugart, Richard C Friedman, Avner Valentine, Christopher Agarwal, Anil K Rovin, Brad H A mathematical model of venous neointimal hyperplasia formation |
title | A mathematical model of venous neointimal hyperplasia formation |
title_full | A mathematical model of venous neointimal hyperplasia formation |
title_fullStr | A mathematical model of venous neointimal hyperplasia formation |
title_full_unstemmed | A mathematical model of venous neointimal hyperplasia formation |
title_short | A mathematical model of venous neointimal hyperplasia formation |
title_sort | mathematical model of venous neointimal hyperplasia formation |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2263040/ https://www.ncbi.nlm.nih.gov/pubmed/18215280 http://dx.doi.org/10.1186/1742-4682-5-2 |
work_keys_str_mv | AT budugrajdeanupaula amathematicalmodelofvenousneointimalhyperplasiaformation AT schugartrichardc amathematicalmodelofvenousneointimalhyperplasiaformation AT friedmanavner amathematicalmodelofvenousneointimalhyperplasiaformation AT valentinechristopher amathematicalmodelofvenousneointimalhyperplasiaformation AT agarwalanilk amathematicalmodelofvenousneointimalhyperplasiaformation AT rovinbradh amathematicalmodelofvenousneointimalhyperplasiaformation AT budugrajdeanupaula mathematicalmodelofvenousneointimalhyperplasiaformation AT schugartrichardc mathematicalmodelofvenousneointimalhyperplasiaformation AT friedmanavner mathematicalmodelofvenousneointimalhyperplasiaformation AT valentinechristopher mathematicalmodelofvenousneointimalhyperplasiaformation AT agarwalanilk mathematicalmodelofvenousneointimalhyperplasiaformation AT rovinbradh mathematicalmodelofvenousneointimalhyperplasiaformation |