Application of the Fractional Calculus in Pharmacokinetic Compartmental Modeling

Q2 Mathematics
T. Azizi
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引用次数: 2

Abstract

In this study, we present the application of fractional calculus (FC) in biomedicine. We present three different integer order pharmacokinetic models which are widely used in cancer therapy with two and three compartments and we solve them numerically and analytically to demonstrate the absorption, distribution, metabolism, and excretion (ADME) of drug in different tissues. Since tumor cells interactions are systems with memory, the fractional-order framework is a better approach to model the cancer phenomena rather than ordinary and delay differential equations. Therefore, the nonstandard finite difference analysis or NSFD method following the Grunwald-Letinkov discretization may be applied to discretize the model and obtain the fractional-order form to describe the fractal processes of drug movement in body. It will be of great significance to implement a simple and efficient numerical method to solve these fractional-order models. Therefore, numerical methods using finite difference scheme has been carried out to derive the numerical solution of fractional-order two and tri-compartmental pharmacokinetic models for oral drug administration. This study shows that the fractional-order modeling extends the capabilities of the integer order model into the generalized domain of fractional calculus. In addition, the fractional-order modeling gives more power to control the dynamical behaviors of (ADME) process in different tissues because the order of fractional derivative may be used as a new control parameter to extract the variety of governing classes on the non local behaviors of a model, however, the integer order operator only deals with the local and integer order domain. As a matter of fact, NSFD may be used as an effective and very easy method to implement for this type application, and it provides a convenient framework for solving the proposed fractional-order models.
分数微积分在药代动力学分区建模中的应用
在这项研究中,我们介绍分数微积分(FC)在生物医学中的应用。本文提出了在肿瘤治疗中广泛应用的三种不同的两室和三室的整数级药代动力学模型,并对其进行了数值求解和分析,以证明药物在不同组织中的吸收、分布、代谢和排泄(ADME)。由于肿瘤细胞的相互作用是具有记忆的系统,分数阶框架是一种更好的方法来模拟癌症现象,而不是普通的和延迟的微分方程。因此,可以采用Grunwald-Letinkov离散化后的非标准有限差分分析或NSFD方法对模型进行离散化,得到分数阶形式来描述药物在体内运动的分形过程。实现一种简单有效的数值方法来求解这些分数阶模型具有重要的意义。因此,采用有限差分格式的数值方法推导了口服给药的分数阶二阶和三室药代动力学模型的数值解。研究表明,分数阶模型将整数阶模型的能力扩展到分数阶微积分的广义领域。此外,分数阶导数的阶数可以作为新的控制参数来提取模型非局部行为的各种控制类,而整数阶算子只处理局部和整数阶域,分数阶建模为控制不同组织中ADME过程的动态行为提供了更强的能力。事实上,NSFD可以作为一种有效且非常简单的方法来实现这种类型的应用,它为求解所提出的分数阶模型提供了一个方便的框架。
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来源期刊
Communication in Biomathematical Sciences
Communication in Biomathematical Sciences Biochemistry, Genetics and Molecular Biology-Biochemistry, Genetics and Molecular Biology (miscellaneous)
CiteScore
3.60
自引率
0.00%
发文量
7
审稿时长
24 weeks
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