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病毒动力学与免疫反应:分布时滞和菲波那契抗逆转录病毒疗法的影响。

Viral dynamics with immune responses: effects of distributed delays and Filippov antiretroviral therapy.

机构信息

School of Mathematics and Statistics, Shaanxi Normal University, Xi'an, 710062, People's Republic of China.

Department of Mathematics and Statistics, University of New Brunswick, Fredericton, NB, E3B 5A3, Canada.

出版信息

J Math Biol. 2023 Jan 25;86(3):37. doi: 10.1007/s00285-023-01869-w.

Abstract

In this paper, we propose a general viral infection model to incorporate two infection modes (virus-to-cell mode and cell-to-cell mode), the CTL immune response, and the distributed intracellular delays during the processes of viral infection, viral production, and CTLs recruitment. We investigate the existence, the uniqueness, and the global stability of three equilibria: infection-free equilibrium [Formula: see text], immune-inactivated equilibrium [Formula: see text] and immune-activated equilibrium [Formula: see text], respectively. We prove that the viral dynamics are determined by two threshold parameters: the basic reproduction number for infection [Formula: see text] and the basic reproduction number for immune response [Formula: see text]. We also numerically explore the viral dynamics beyond stability. We use bifurcation diagrams to show that increasing the delay in CTL immune cell recruitment can induce a switch in viral load from a stable constant level to sustained oscillations, and then back to a stable equilibrium. We also compare the contributions of the two infection modes to the total infection level and identify the key parameters that would affect the percentages of virus-to-cell infection and cell-to-cell infection. Finally, we explore how Filippov control can be applied in antiretroviral therapy to reduce the viral loads.

摘要

在本文中,我们提出了一个通用的病毒感染模型,该模型将两种感染模式(病毒向细胞模式和细胞间模式)、CTL 免疫反应以及病毒感染、病毒产生和 CTL 募集过程中的分布式细胞内延迟纳入其中。我们分别研究了无感染平衡点[Formula: see text]、免疫失活平衡点[Formula: see text]和免疫激活平衡点[Formula: see text]的存在性、唯一性和全局稳定性。我们证明,病毒动力学由两个阈值参数决定:感染的基本繁殖数[Formula: see text]和免疫反应的基本繁殖数[Formula: see text]。我们还通过数值方法探索了稳定性之外的病毒动力学。我们使用分岔图来表明,增加 CTL 免疫细胞募集的延迟会导致病毒载量从稳定的恒定水平转变为持续的振荡,然后再回到稳定的平衡。我们还比较了两种感染模式对总感染水平的贡献,并确定了影响病毒向细胞感染和细胞间感染百分比的关键参数。最后,我们探讨了如何应用菲波那契控制在抗逆转录病毒治疗中降低病毒载量。

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