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多 compartment 环境中的宿主内病毒动力学。

Within-Host Viral Dynamics in a Multi-compartmental Environment.

机构信息

Department of Mathematics, National Taiwan Normal University, Taipei, 11677, Taiwan, ROC.

Department of Applied Mathematics, National Pingtung University, Pingtung, 90003, Taiwan, ROC.

出版信息

Bull Math Biol. 2019 Oct;81(10):4271-4308. doi: 10.1007/s11538-019-00658-1. Epub 2019 Aug 20.

Abstract

The discrepancy in the turnover of cells and virus in different organs or viral reservoirs necessitates the investigation of multiple compartments within a host. Establishing a multi-compartmental structure that describes the complexity of various organs, where viral infection comprehensively proceeds, provides a modeling framework for exploring the effect of spatial heterogeneity on viral dynamics. To successfully suppress within-host viral replication, it is imperative to determine drug administration during therapy, particularly for a combination of antiretroviral drugs. The proposed model provides quantitative insights into pharmacokinetics and the resulting virus population, which substantially relates to environmental heterogeneity. The main results are the following: (1) A model incorporating drug treatment admits threshold dynamics, driving to either viral extinction or uniform persistence, regardless of non-trivial initial infection, in the entire system. (2) Viral infection may be underestimated if a well-mixed (single-compartmental) model is used. (3) Optimal drug administration depends not only on the drug distribution over various compartments but also on the timing, described by phase shifts, of the administration of different drugs in a combined therapy.

摘要

细胞和病毒在不同器官或病毒库中的周转率存在差异,这就需要研究宿主内的多个隔室。建立一个多隔室结构,描述各种器官的复杂性,全面描述病毒感染过程,为探索空间异质性对病毒动力学的影响提供了一个建模框架。为了成功抑制体内病毒复制,必须确定治疗期间的药物给药,特别是对于抗逆转录病毒药物的联合治疗。所提出的模型提供了对药代动力学和由此产生的病毒群体的定量见解,这与环境异质性有很大关系。主要结果如下:(1)包含药物治疗的模型允许存在阈值动力学,从而导致整个系统中的病毒灭绝或均匀持续存在,无论初始感染是否复杂。(2)如果使用均匀混合(单隔室)模型,可能会低估病毒感染。(3)最佳药物给药不仅取决于各种隔室中药物的分布,还取决于联合治疗中不同药物给药的时间,即通过相位移动来描述。

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