Analysis of a Delayed Multiscale AIDS/HIV-1 Model Coupling Between-Host and Within-Host Dynamics

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Miao Wang, Yaping Wang, Lin Hu, Linfei Nie
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Abstract

Taking into account the effects of the immune response and delay, and complexity on HIV-1 transmission, a multiscale AIDS/HIV-1 model is formulated in this paper. The multiscale model is described by a within-host fast time model with intracellular delay and immune delay, and a between-host slow time model with latency delay. The dynamics of the fast time model is analyzed, and includes the stability of equilibria and properties of Hopf bifurcation. Further, for the coupled slow time model without an immune response, the basic reproduction number R0h is defined, which determines whether the model may have zero, one, or two positive equilibria under different conditions. This implies that the slow time model demonstrates more complex dynamic behaviors, including saddle-node bifurcation, backward bifurcation, and Hopf bifurcation. For the other case, that is, the coupled slow time model with an immune response, the threshold dynamics, based on the basic reproduction number R˜0h, is rigorously investigated. More specifically, if R˜0h<1, the disease-free equilibrium is globally asymptotically stable; if R˜0h>1, the model exhibits a unique endemic equilibrium that is globally asymptotically stable. With regard to the coupled slow time model with an immune response and stable periodic solution, the basic reproduction number R0 is derived, which serves as a threshold value determining whether the disease will die out or lead to periodic oscillations in its prevalence. The research results suggest that the disease is more easily controlled when hosts have an extensive immune response and the time required for new immune particles to emerge in response to antigenic stimulation is within a certain range. Finally, numerical simulations are presented to validate the main results and provide some recommendations for controlling the spread of HIV-1.
结合宿主间和宿主内动力学的延迟多尺度 AIDS/HIV-1 模型分析
考虑到免疫反应和延迟以及复杂性对 HIV-1 传播的影响,本文建立了一个多尺度艾滋病/HIV-1 模型。该多尺度模型由一个包含细胞内延迟和免疫延迟的宿主内快速时间模型和一个包含潜伏延迟的宿主间慢速时间模型来描述。本文分析了快时间模型的动力学,包括平衡的稳定性和霍普夫分岔的特性。此外,对于无免疫反应的耦合慢速模型,定义了基本繁殖数 R0h,它决定了该模型在不同条件下可能出现零、一个或两个正平衡。这意味着慢时模型表现出更复杂的动态行为,包括鞍节点分岔、向后分岔和霍普夫分岔。对于另一种情况,即具有免疫反应的耦合慢时模型,则严格研究了基于基本繁殖数 R˜0h 的阈值动力学。更具体地说,如果 R˜0h1,模型就会表现出一个唯一的地方性平衡,而且是全局渐近稳定的。对于具有免疫反应和稳定周期解的耦合慢时模型,推导出了基本繁殖数 R0,它是决定疾病是会消亡还是会导致流行率周期性振荡的临界值。研究结果表明,当宿主具有广泛的免疫反应,且新的免疫颗粒对抗原刺激做出反应所需的时间在一定范围内时,疾病更容易得到控制。最后,通过数值模拟验证了主要结果,并提出了一些控制 HIV-1 传播的建议。
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
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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