Mathematical modeling of viral infection and the immune response controlled by the circadian clock

IF 1.8 4区 生物学 Q3 BIOPHYSICS
Jiaxin Zhou, Hongli Wang, Qi Ouyang
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Abstract

Time of day affects how well the immune system responds to viral or bacterial infections. While it is well known that the immune system is regulated by the circadian clock, the dynamic origin of time-of-day-dependent immunity remains unclear. In this paper, we studied the circadian control of immune response upon infection of influenza A virus through mathematical modeling. Dynamic simulation analyses revealed that the time-of-day-dependent immunity was rooted in the relative phase between the circadian clock and the pulse of viral infection. The relative phase, which depends on the time the infection occurs, plays a crucial role in the immune response. It can drive the immune system to one of two distinct bistable states, a high inflammatory state with a higher mortality rate or a safe state characterized by low inflammation. The mechanism we found here also explained why the same species infected by different viruses has different time-of-day-dependent immunities. Further, the time-of-day-dependent immunity was found to be abolished when the immune system was regulated by an impaired circadian clock with decreased oscillation amplitude or without oscillations.

Abstract Image

昼夜节律控制的病毒感染和免疫反应的数学建模
一天中的时间会影响免疫系统对病毒或细菌感染的反应能力。众所周知,免疫系统受昼夜节律调控,但时间依赖性免疫的动态起源仍不清楚。在本文中,我们通过数学建模研究了甲型流感病毒感染时免疫反应的昼夜节律控制。动态模拟分析表明,日时依赖性免疫源于昼夜节律时钟与病毒感染脉冲之间的相对相位。相对相位取决于感染发生的时间,在免疫反应中起着至关重要的作用。它可以驱动免疫系统进入两种不同的双稳态之一,一种是死亡率较高的高炎症状态,另一种是以低炎症为特征的安全状态。我们在这里发现的机制也解释了为什么同一物种感染不同病毒后会产生不同的时间-日依赖性免疫力。此外,当免疫系统受昼夜节律钟调节受损、振荡幅度降低或无振荡时,日时依赖性免疫也会消失。
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来源期刊
Journal of Biological Physics
Journal of Biological Physics 生物-生物物理
CiteScore
3.00
自引率
5.60%
发文量
20
审稿时长
>12 weeks
期刊介绍: Many physicists are turning their attention to domains that were not traditionally part of physics and are applying the sophisticated tools of theoretical, computational and experimental physics to investigate biological processes, systems and materials. The Journal of Biological Physics provides a medium where this growing community of scientists can publish its results and discuss its aims and methods. It welcomes papers which use the tools of physics in an innovative way to study biological problems, as well as research aimed at providing a better understanding of the physical principles underlying biological processes.
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