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...

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Main Authors: Hongxia Li, Yihao Zhang, Bao Zhu, Jinying Wu, Xicheng Wang
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:The Scientific World Journal
Online Access:http://dx.doi.org/10.1155/2013/827839
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spelling doaj-87087a112a3b4b7da5eea81e7d7150472020-11-25T01:39:52ZengHindawi LimitedThe Scientific World Journal1537-744X2013-01-01201310.1155/2013/827839827839Drug Release Analysis and Optimization for Drug-Eluting StentsHongxia Li0Yihao Zhang1Bao Zhu2Jinying Wu3Xicheng Wang4State Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, Dalian University of Technology, Dalian 116024, ChinaState Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, Dalian University of Technology, Dalian 116024, ChinaSurface Engineering Laboratory, School of Materials Science and Engineering, Dalian University of Technology, Dalian 116024, ChinaState Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, Dalian University of Technology, Dalian 116024, ChinaState Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, Dalian University of Technology, Dalian 116024, ChinaThe 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.http://dx.doi.org/10.1155/2013/827839
collection DOAJ
language English
format Article
sources DOAJ
author Hongxia Li
Yihao Zhang
Bao Zhu
Jinying Wu
Xicheng Wang
spellingShingle Hongxia Li
Yihao Zhang
Bao Zhu
Jinying Wu
Xicheng Wang
Drug Release Analysis and Optimization for Drug-Eluting Stents
The Scientific World Journal
author_facet Hongxia Li
Yihao Zhang
Bao Zhu
Jinying Wu
Xicheng Wang
author_sort Hongxia Li
title Drug Release Analysis and Optimization for Drug-Eluting Stents
title_short 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_sort drug release analysis and optimization for drug-eluting stents
publisher Hindawi Limited
series The Scientific World Journal
issn 1537-744X
publishDate 2013-01-01
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.
url http://dx.doi.org/10.1155/2013/827839
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AT yihaozhang drugreleaseanalysisandoptimizationfordrugelutingstents
AT baozhu drugreleaseanalysisandoptimizationfordrugelutingstents
AT jinyingwu drugreleaseanalysisandoptimizationfordrugelutingstents
AT xichengwang drugreleaseanalysisandoptimizationfordrugelutingstents
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