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。

IF 2.6 4区 工程技术 Q1 Mathematics Mathematical Biosciences and Engineering Pub Date : 2024-10-22 DOI:10.3934/mbe.2024324
Shilian Xu
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引用次数: 0

摘要

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

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.

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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).
期刊最新文献
Correction to "Data augmentation based semi-supervised method to improve COVID-19 CT classification" [Mathematical Biosciences and Engineering 20(4) (2023) 6838-6852]. Correction to "IMC-MDA: Prediction of miRNA-disease association based on induction matrix completion" [Mathematical Biosciences and Engineering 20(6) (2023) 10659-10674]. A semi-supervised deep neuro-fuzzy iterative learning system for automatic segmentation of hippocampus brain MRI. Revisiting the classical target cell limited dynamical within-host HIV model - Basic mathematical properties and stability analysis. Intra-specific diversity and adaptation modify regime shifts dynamics under environmental change.
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