Dynamical Analysis of an HIV Infection Model Including Quiescent Cells and Immune Response

IF 1.8 3区 数学 Q1 MATHEMATICS, APPLIED
Ibrahim Nali, Attila Dénes, Abdessamad Tridane, Xueyong Zhou
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Abstract

This research gives a thorough examination of a human immunodeficiency virus (HIV) infection model that includes quiescent cells and immune response dynamics in the host. The model, represented by a system of ordinary differential equations, captures the complex interaction between the host's immune response and viral infection. The study focuses on the model's fundamental aspects, such as equilibrium analysis, computing the basic reproduction number 0 $$ {\mathcal{R}}_0 $$ , stability analysis, bifurcation phenomena, numerical simulations, and sensitivity analysis. The analysis reveals both an infection equilibrium, which indicates the persistence of the illness, and an infection-free equilibrium, which represents disease control possibilities. Applying matrix-theoretical approaches, stability analysis proved that the infection-free equilibrium is both locally and globally stable for 0 < 1 $$ {\mathcal{R}}_0&amp;lt;1 $$ . For the situation of 0 > 1 $$ {\mathcal{R}}_0&amp;gt;1 $$ , the infection equilibrium is locally asymptotically stable via the Routh-Hurwitz criterion. We also studied the uniform persistence of the infection, demonstrating that the infection remains present above a positive threshold under certain conditions. The study also found a transcritical forward-type bifurcation at 0 = 1 $$ {\mathcal{R}}_0&amp;amp;#x0003D;1 $$ , indicating a critical threshold that affects the system's behavior. The model's temporal dynamics are studied using numerical simulations, and sensitivity analysis identifies the most significant variables by assessing the effects of parameter changes on system behavior.

Abstract Image

包括静止细胞和免疫应答在内的HIV感染模型的动力学分析
本研究对人类免疫缺陷病毒(HIV)感染模型进行了全面的研究,该模型包括宿主中的静止细胞和免疫反应动力学。该模型由一个常微分方程系统表示,捕捉了宿主免疫反应和病毒感染之间复杂的相互作用。研究的重点是模型的基本方面,如均衡分析,计算基本繁殖数的贡献率 $$ {\mathcal{R}}_0 $$ 、稳定性分析、分岔现象、数值模拟和灵敏度分析。分析揭示了感染平衡(表明疾病的持久性)和无感染平衡(代表疾病控制的可能性)。应用矩阵理论方法进行稳定性分析,证明了在给定条件下无感染平衡点既局部稳定又全局稳定 $$ {\mathcal{R}}_0&amp;lt;1 $$ 。对于条件为:(1 $$ {\mathcal{R}}_0&amp;gt;1 $$ ,感染平衡点根据Routh-Hurwitz准则是局部渐近稳定的。我们还研究了感染的均匀持久性,表明在某些条件下,感染仍然存在于阳性阈值以上。研究还发现了一个跨临界前向型分岔,其位置为(0 = 1) $$ {\mathcal{R}}_0&amp;amp;#x0003D;1 $$ ,表示影响系统行为的关键阈值。利用数值模拟研究了模型的时间动力学,通过评估参数变化对系统行为的影响,灵敏度分析确定了最重要的变量。
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来源期刊
CiteScore
4.90
自引率
6.90%
发文量
798
审稿时长
6 months
期刊介绍: Mathematical Methods in the Applied Sciences publishes papers dealing with new mathematical methods for the consideration of linear and non-linear, direct and inverse problems for physical relevant processes over time- and space- varying media under certain initial, boundary, transition conditions etc. Papers dealing with biomathematical content, population dynamics and network problems are most welcome. Mathematical Methods in the Applied Sciences is an interdisciplinary journal: therefore, all manuscripts must be written to be accessible to a broad scientific but mathematically advanced audience. All papers must contain carefully written introduction and conclusion sections, which should include a clear exposition of the underlying scientific problem, a summary of the mathematical results and the tools used in deriving the results. Furthermore, the scientific importance of the manuscript and its conclusions should be made clear. Papers dealing with numerical processes or which contain only the application of well established methods will not be accepted. Because of the broad scope of the journal, authors should minimize the use of technical jargon from their subfield in order to increase the accessibility of their paper and appeal to a wider readership. If technical terms are necessary, authors should define them clearly so that the main ideas are understandable also to readers not working in the same subfield.
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