Synergies between the dynamics of the immune response of T cells and the variable structure control paradigm

Anet J. N. Anelone, Y. Orlov, S. Spurgeon
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引用次数: 2

Abstract

This paper argues that strong synergies exist between the Variable Structure Control (VSC) paradigm and the dynamical behaviour of the immune response of T cells following vigorous infection. Sharp changes in T cell population kinetics in response to an infection have been revealed by experimental studies. Striking similarities are shown to exist between the phase portrait of a classical VSCS and the phase portrait of an accurate model of the T cell response with an on/off activation function. The robustness properties of the T cell response dynamics described in current experimental and mathematical studies are evaluated using Lyapanov stability theory and numerical simulations. The findings demonstrate that the T cell dynamics following vigorous infection behave as a closed-loop system under variable structure control. This control law effectively determines the immunological control structure and the metabolic energy regime required to ensure that the dynamics of the responding T cells maintain a healthy state. The VSC paradigm thus provides a mechanism to understand the transition from health to disease.
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T细胞免疫反应的动力学和变结构控制范式之间的协同作用
本文认为,变结构控制(VSC)模式与剧烈感染后T细胞免疫反应的动态行为之间存在很强的协同作用。在响应感染的T细胞群动力学急剧变化已被实验研究揭示。经典VSCS的相图与具有开/关激活功能的T细胞反应精确模型的相图之间存在惊人的相似性。利用Lyapanov稳定性理论和数值模拟,对当前实验和数学研究中描述的T细胞反应动力学的鲁棒性进行了评估。研究结果表明,剧烈感染后的T细胞动力学在变结构控制下表现为闭环系统。这一控制规律有效地决定了确保应答T细胞动力学保持健康状态所需的免疫控制结构和代谢能量状态。因此,VSC范式为理解从健康到疾病的转变提供了一种机制。
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