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Drug Release Analysis and Optimization for Drug-Eluting Stents
The drug release analysis and optimization for drug-eluting stents in the arterial wall are studied, which involves mechanics, fluid dynamics, and mass transfer processes and design optimization. The Finite Element Method (FEM) is used to analyze the process of drug release in the vessels for drug-e...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3891432/ https://www.ncbi.nlm.nih.gov/pubmed/24470792 http://dx.doi.org/10.1155/2013/827839 |
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author | Li, Hongxia Zhang, Yihao Zhu, Bao Wu, Jinying Wang, Xicheng |
author_facet | Li, Hongxia Zhang, Yihao Zhu, Bao Wu, Jinying Wang, Xicheng |
author_sort | Li, Hongxia |
collection | PubMed |
description | The drug release analysis and optimization for drug-eluting stents in the arterial wall are studied, which involves mechanics, fluid dynamics, and mass transfer processes and design optimization. The Finite Element Method (FEM) is used to analyze the process of drug release in the vessels for drug-eluting stents (DES). Kriging surrogate model is used to build an approximate function relationship between the drug distribution and the coating parameters, replacing the expensive FEM reanalysis of drug release for DES in the optimization process. The diffusion coefficients and the coating thickness are selected as design variables. An adaptive optimization approach based on kriging surrogate model is proposed to optimize the lifetime of the drug in artery wall. The adaptive process is implemented by an infilling sampling criterion named Expected Improvement (EI), which is used to balance local and global search and tends to find the global optimal design. The effect of coating diffusivity and thickness on the drug release process for a typical DES is analyzed by means of FEM. An implementation of the optimization method for the drug release is then discussed. The results demonstrate that the optimized design can efficiently improve the efficacy of drug deposition and penetration into the arterial walls. |
format | Online Article Text |
id | pubmed-3891432 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-38914322014-01-27 Drug Release Analysis and Optimization for Drug-Eluting Stents Li, Hongxia Zhang, Yihao Zhu, Bao Wu, Jinying Wang, Xicheng ScientificWorldJournal Research Article The drug release analysis and optimization for drug-eluting stents in the arterial wall are studied, which involves mechanics, fluid dynamics, and mass transfer processes and design optimization. The Finite Element Method (FEM) is used to analyze the process of drug release in the vessels for drug-eluting stents (DES). Kriging surrogate model is used to build an approximate function relationship between the drug distribution and the coating parameters, replacing the expensive FEM reanalysis of drug release for DES in the optimization process. The diffusion coefficients and the coating thickness are selected as design variables. An adaptive optimization approach based on kriging surrogate model is proposed to optimize the lifetime of the drug in artery wall. The adaptive process is implemented by an infilling sampling criterion named Expected Improvement (EI), which is used to balance local and global search and tends to find the global optimal design. The effect of coating diffusivity and thickness on the drug release process for a typical DES is analyzed by means of FEM. An implementation of the optimization method for the drug release is then discussed. The results demonstrate that the optimized design can efficiently improve the efficacy of drug deposition and penetration into the arterial walls. Hindawi Publishing Corporation 2013-12-29 /pmc/articles/PMC3891432/ /pubmed/24470792 http://dx.doi.org/10.1155/2013/827839 Text en Copyright © 2013 Hongxia Li et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Li, Hongxia Zhang, Yihao Zhu, Bao Wu, Jinying Wang, Xicheng Drug Release Analysis and Optimization for Drug-Eluting Stents |
title | Drug Release Analysis and Optimization for Drug-Eluting Stents |
title_full | Drug Release Analysis and Optimization for Drug-Eluting Stents |
title_fullStr | Drug Release Analysis and Optimization for Drug-Eluting Stents |
title_full_unstemmed | Drug Release Analysis and Optimization for Drug-Eluting Stents |
title_short | Drug Release Analysis and Optimization for Drug-Eluting Stents |
title_sort | drug release analysis and optimization for drug-eluting stents |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3891432/ https://www.ncbi.nlm.nih.gov/pubmed/24470792 http://dx.doi.org/10.1155/2013/827839 |
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