Modeling the dynamical behavior of the interaction of T-cells and human immunodeficiency virus with saturated incidence

IF 2.4 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Communications in Theoretical Physics Pub Date : 2024-02-29 DOI:10.1088/1572-9494/ad2368
Salah Boulaaras, Rashid Jan, Amin Khan, Ali Allahem, Imtiaz Ahmad, Salma Bahramand
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Abstract

In the last forty years, the rise of HIV has undoubtedly become a major concern in the field of public health, imposing significant economic burdens on affected regions. Consequently, it becomes imperative to undertake comprehensive investigations into the mechanisms governing the dissemination of HIV within the human body. In this work, we have devised a mathematical model that elucidates the intricate interplay between CD4+ T-cells and viruses of HIV, employing the principles of fractional calculus. The production rate of CD4+ T-cells, like other immune cells depends on certain factors such as age, health status, and the presence of infections or diseases. Therefore, we incorporate a variable source term in the dynamics of HIV infection with a saturated incidence rate to enhance the precision of our findings. We introduce the fundamental concepts of fractional operators as a means of scrutinizing the proposed HIV model. To facilitate a deeper understanding of our system, we present an iterative scheme that elucidates the trajectories of the solution pathways of the system. We show the time series analysis of our model through numerical findings to conceptualize and understand the key factors of the system. In addition to this, we present the phase portrait and the oscillatory behavior of the system with the variation of different input parameters. This information can be utilized to predict the long-term behavior of the system, including whether it will converge to a steady state or exhibit periodic or chaotic oscillations.
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以饱和发病率模拟 T 细胞与人类免疫缺陷病毒相互作用的动态行为
在过去的四十年里,艾滋病毒的蔓延无疑已成为公共卫生领域的一个重大问题,给受影响地区带来了沉重的经济负担。因此,对艾滋病病毒在人体内的传播机制进行全面研究势在必行。在这项工作中,我们利用分数微积分原理设计了一个数学模型,阐明了 CD4+ T 细胞与 HIV 病毒之间错综复杂的相互作用。CD4+ T 细胞的生成率与其他免疫细胞一样,取决于某些因素,如年龄、健康状况、感染或疾病的存在。因此,我们在饱和发病率的 HIV 感染动力学中加入了可变源项,以提高研究结果的精确性。我们引入了分数算子的基本概念,以此来仔细研究提出的 HIV 模型。为了加深对系统的理解,我们提出了一种迭代方案,以阐明系统的求解路径。我们通过数值结果展示了我们模型的时间序列分析,从而概念化并理解系统的关键因素。此外,我们还展示了系统随不同输入参数变化而产生的相位图和振荡行为。这些信息可用于预测系统的长期行为,包括系统是否会趋于稳定状态,或表现出周期性或混沌振荡。
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来源期刊
Communications in Theoretical Physics
Communications in Theoretical Physics 物理-物理:综合
CiteScore
5.20
自引率
3.20%
发文量
6110
审稿时长
4.2 months
期刊介绍: Communications in Theoretical Physics is devoted to reporting important new developments in the area of theoretical physics. Papers cover the fields of: mathematical physics quantum physics and quantum information particle physics and quantum field theory nuclear physics gravitation theory, astrophysics and cosmology atomic, molecular, optics (AMO) and plasma physics, chemical physics statistical physics, soft matter and biophysics condensed matter theory others Certain new interdisciplinary subjects are also incorporated.
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