Saturated lysing efficiency of CD8+ cells induced monostable, bistable and oscillatory HIV kinetics.

IF 2.6 4区 工程技术 Q1 Mathematics
Shilian Xu
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引用次数: 0

Abstract

Effector CD8+ cells lyse human immunodeficiency viruses (HIV)-infected CD4+ cells by recognizing a viral peptide presented by human leukocyte antigens (HLA) on the CD4+ cell surface, which plays an irreplaceable role in within-host HIV clearance. Using a semi-saturated lysing efficiency of a CD8+ cell, we discuss a model that captures HIV dynamics with different magnitudes of lysing rate induced by different HLA alleles. With the aid of local stability analysis and bifurcation plots, exponential interactions among CD4+ cells, HIV, and CD8+ cells were investigated. The system exhibited unexpectedly complex behaviors that were both mathematically and biologically interesting, for example monostability, periodic oscillations, and bistability. The CD8+ cell lysing rate, the CD8+ cell count, and the saturation effect were combined to determine the HIV kinetics. For a given CD8+ cell count, a low CD8+ cell lysing rate and a high saturation effect led to monostability to a high viral titre, and a low CD8+ cell lysing rate and a low saturation effect triggered periodic oscillations; this explained why patients with a non-protective HLA allele were always associated with a high viral titer and exhibited bad infection control. On the other hand, a high CD8+ cell lysing rate led to bistability and monostability to a low viral titer; this explained why protective HLA alleles are not always associated with good HIV infection outcomes. These mathematical results explain how differences in HLA alleles determine the variability in viral infection.

CD8+细胞的饱和裂解效率诱导单稳态、双稳态和振荡HIV动力学。
CD8+效应细胞通过识别CD4+细胞表面的人白细胞抗原(HLA)呈递的病毒肽,裂解人类免疫缺陷病毒(HIV)感染的CD4+细胞,在宿主内清除HIV中起着不可替代的作用。利用CD8+细胞的半饱和裂解效率,我们讨论了一个模型,该模型可以捕获由不同HLA等位基因诱导的具有不同裂解速率的HIV动力学。借助局部稳定性分析和分岔图,研究了CD4+细胞、HIV和CD8+细胞之间的指数相互作用。系统表现出出乎意料的复杂行为,这些行为在数学上和生物学上都很有趣,例如单稳定性、周期振荡和双稳定性。结合CD8+细胞裂解率、CD8+细胞计数和饱和效应来确定HIV动力学。对于给定的CD8+细胞计数,低CD8+细胞裂解率和高饱和效应导致单稳定性到高病毒滴度,低CD8+细胞裂解率和低饱和效应触发周期性振荡;这解释了为什么具有非保护性HLA等位基因的患者总是与高病毒滴度相关,并且表现出较差的感染控制。另一方面,高CD8+细胞裂解率导致双稳定性和单稳定性,从而导致低病毒滴度;这就解释了为什么保护性HLA等位基因并不总是与良好的HIV感染结果相关。这些数学结果解释了HLA等位基因的差异如何决定病毒感染的变异性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Mathematical Biosciences and Engineering
Mathematical Biosciences and Engineering 工程技术-数学跨学科应用
CiteScore
3.90
自引率
7.70%
发文量
586
审稿时长
>12 weeks
期刊介绍: Mathematical Biosciences and Engineering (MBE) is an interdisciplinary Open Access journal promoting cutting-edge research, technology transfer and knowledge translation about complex data and information processing. MBE publishes Research articles (long and original research); Communications (short and novel research); Expository papers; Technology Transfer and Knowledge Translation reports (description of new technologies and products); Announcements and Industrial Progress and News (announcements and even advertisement, including major conferences).
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