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A Mathematical Model of Interleukin-6 Dynamics during Exercise

机译:运动过程中白细胞介素-6动力学的数学模型

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Physical exercise is known to reduce the chronic inflammatory status that leads to Type 2 Diabetes. Its beneficial effects seem to be exerted trough a primary production of the cytokine Interleukin-6 (TL-6) which triggers a cascade of anti-inflammatory cytokines. Consequently, IL-6 has a central role in the description of the metabolic effects of exercise. The aim of this study was to develop a model of EL-6 dynamics during exercise. A model constituted by two non-linear differential equations is proposed. Since IL-6 production seems to be dependent not only on exercise duration but also on exercise intensity, input to the model is represented by heart rate, which is known to correlate well with exercise intensity. Model implementation in a Matlab-based parametric identification procedure allowed optimization of adjustable characteristic coefficients of IL-6 dynamics during exercise. From the reported results, it can be concluded that this model is a suitable tool to reproduce IL-6 time course during the execution of a physical exercise. This model was the first step of a project aimed at describing the complete immune system response to exercise and at giving a comprehensive sight of the effects that exercise has on the metabolic system.
机译:已知体育锻炼可以减少导致2型糖尿病的慢性炎症状态。其有益效果似乎被施加槽的初级生产细胞因子白细胞介素-6(TL-6),其触发级联的抗炎细胞因子。因此,IL-6在运动的代谢效果的描述中具有核心作用。本研究的目的是在运动期间开发EL-6动态的模型。提出了一种由两个非线性微分方程构成的模型。由于IL-6生产似乎不仅依赖于运动持续时间,而且还依赖于运动强度,因此对模型的输入是由心率表示的,已知与运动强度很好地相关。基于MATLAB的参数识别过程中的模型实现允许在运动期间优化IL-6动态的可调特性系数。从据报道的结果,可以得出结论,该模型是在执行体育锻炼期间再现IL-6时间课程的合适工具。该模型是一个项目的第一步,旨在描述锻炼的完全免疫系统反应,并在综合景观中展示运动对代谢系统的影响。

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