Functionally-graded drug delivery systems with binding reactions: Analytical and stochastic approaches for the fraction of drug released

IF 6.6 2区 工程技术 Q1 ENGINEERING, MECHANICAL
Obi A. Carwood, Elliot J. Carr
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引用次数: 0

Abstract

Mathematical modelling and computer simulation are increasingly being used alongside experiments to help optimise and guide the design of drug delivery systems. Recent drug delivery research has (i) highlighted the advantages of drug delivery systems constructed using functionally-graded materials to achieve target release rates and desired dosage levels over time; and (ii) revealed how it is possible for drug to bind to the carrier material and become irreversibly immobilised within the system, reducing the amount of drug delivered. In this paper, we consider the effect of functionally-graded materials and binding reactions on drug release from common slab, cylinder and sphere devices. In particular, two key contributions are presented. First, we outline a deterministic-continuum approach that develops exact analytical expressions for calculating the total fraction of drug released from the device based on a partial differential equation model of the release process. Second, we develop a stochastic-discrete approach for calculating the fraction of drug released over time based on a random-walk model that captures the randomness of the release process and resulting variability in the total fraction of drug released. Both approaches are numerically validated and provide tools for exploring how the fraction of drug released depends on system parameters (e.g. diffusivity and reaction-rate functions induced by the functionally-graded material and binding reactions), insight which may be useful for designers of drug delivery systems.
结合反应的功能分级药物传递系统:药物释放部分的分析和随机方法
数学建模和计算机模拟越来越多地与实验一起使用,以帮助优化和指导药物输送系统的设计。最近的药物递送研究(i)强调了使用功能分级材料构建的药物递送系统的优势,可以随着时间的推移达到目标释放率和所需剂量水平;并且(ii)揭示了药物如何可能与载体材料结合并在系统内不可逆地固定,从而减少了药物的递送量。在本文中,我们考虑了功能梯度材料和结合反应对药物在普通平板、圆柱形和球形装置中的释放的影响。特别提出了两个关键贡献。首先,我们概述了一种确定性连续体方法,该方法基于释放过程的偏微分方程模型,开发了精确的解析表达式,用于计算从设备释放的药物总分数。其次,我们开发了一种基于随机游走模型的随机离散方法,用于计算随时间释放的药物比例,该模型捕获了释放过程的随机性和由此产生的药物总释放比例的可变性。这两种方法都经过了数值验证,并为探索药物释放的比例如何依赖于系统参数(例如,由功能梯度材料和结合反应引起的扩散率和反应速率函数)提供了工具,这可能对药物输送系统的设计者有用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
10.30
自引率
13.50%
发文量
1319
审稿时长
41 days
期刊介绍: International Journal of Heat and Mass Transfer is the vehicle for the exchange of basic ideas in heat and mass transfer between research workers and engineers throughout the world. It focuses on both analytical and experimental research, with an emphasis on contributions which increase the basic understanding of transfer processes and their application to engineering problems. Topics include: -New methods of measuring and/or correlating transport-property data -Energy engineering -Environmental applications of heat and/or mass transfer
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