Lou Jie, Lou Yijun, Wu Jianhong
Department of Mathematics, Shanghai University, 99 Shangda Road, Shanghai 200444, People's Republic of China.
J Math Biol. 2012 Oct;65(4):623-52. doi: 10.1007/s00285-011-0474-9. Epub 2011 Oct 11.
The purposes of this paper are twofold: to develop a rigorous approach to analyze the threshold behaviors of nonlinear virus dynamics models with impulsive drug effects and to examine the feasibility of virus clearance following the Manuals of National AIDS Free Antiviral Treatment in China. An impulsive system of differential equations is developed to describe the within-host virus dynamics of both wild-type and drug-resistant strains when a combination of antiretroviral drugs is used to induce instantaneous drug effects at a sequence of dosing times equally spaced while drug concentrations decay exponentially after the dosing time. Threshold parameters are derived using the basic reproduction number of periodic epidemic models, and are used to depict virus clearance/persistence scenarios using the theory of asymptotic periodic systems and the persistence theory of discrete dynamical systems. Numerical simulations using model systems parametrized in terms of the antiretroviral therapy recommended in the aforementioned Manuals illustrate the theoretical threshold virus dynamics, and examine conditions under which the impulsive antiretroviral therapy leads to treatment success. In particular, our results show that only the drug-resistant strain can dominate (the first-line treatment program guided by the Manuals) or both strains may be rapidly eliminated (the second-line treatment program), thus the work indicates the importance of implementing the second-line treatment program as soon as possible.
一是开发一种严谨的方法来分析具有脉冲药物效应的非线性病毒动力学模型的阈值行为;二是根据中国国家免费艾滋病抗病毒治疗手册来检验病毒清除的可行性。当使用抗逆转录病毒药物组合在一系列等间隔给药时间诱导瞬时药物效应且给药后药物浓度呈指数衰减时,建立了一个脉冲微分方程组来描述野生型和耐药菌株的宿主体内病毒动力学。利用周期性流行模型的基本再生数推导阈值参数,并使用渐近周期系统理论和离散动力系统的持久性理论来描述病毒清除/持续存在的情况。使用根据上述手册中推荐的抗逆转录病毒疗法参数化的模型系统进行数值模拟,说明了理论阈值病毒动力学,并研究了脉冲抗逆转录病毒疗法导致治疗成功的条件。特别是,我们的结果表明,只有耐药菌株可能占主导(手册指导的一线治疗方案)或两种菌株都可能迅速消除(二线治疗方案),因此这项工作表明尽快实施二线治疗方案的重要性。