Dynamic behaviors of a stochastic virus infection model with Beddington–DeAngelis incidence function, eclipse-stage and Ornstein–Uhlenbeck process

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-01-29 DOI:10.1016/j.mbs.2024.109154
Yuncong Liu, Yan Wang, Daqing Jiang
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Abstract

In this paper, we present a virus infection model that incorporates eclipse-stage and Beddington–DeAngelis function, along with perturbation in infection rate using logarithmic Ornstein–Uhlenbeck process. Rigorous analysis demonstrates that the stochastic model has a unique global solution. Through construction of appropriate Lyapunov functions and a compact set, combined with the strong law of numbers and Fatou’s lemma, we obtain the existence of the stationary distribution under a critical condition, which indicates the long-term persistence of T-cells and virions. Moreover, a precise probability density function is derived around the quasi-equilibrium of the model, and spectral radius analysis is employed to identify critical condition for elimination of the virus. Finally, numerical simulations are presented to validate theoretical results, and the impact of some key parameters such as the speed of reversion, volatility intensity and mean infection rate are investigated.

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具有贝丁顿-德安吉利斯发生函数、日食阶段和奥恩斯坦-乌伦贝克过程的随机病毒感染模型的动态行为
本文提出了一种病毒感染模型,该模型包含日蚀阶段和贝丁顿-德安吉利函数,并使用对数奥恩斯坦-乌伦贝克过程对感染率进行扰动。严格的分析表明,该随机模型具有唯一的全局解。通过构建适当的 Lyapunov 函数和紧凑集,结合强数字定律和 Fatou Lemma,我们得到了临界条件下静态分布的存在性,这表明 T 细胞和病毒具有长期存在性。此外,我们还围绕模型的准平衡态推导出了精确的概率密度函数,并利用谱半径分析确定了消除病毒的临界条件。最后,通过数值模拟验证了理论结果,并研究了一些关键参数的影响,如回归速度、波动强度和平均感染率。
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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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