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A system model of the effects of exercise on plasma Interleukin-6 dynamics in healthy individuals: Role of skeletal muscle and adipose tissue

机译:运动对健康个体血浆白细胞介素6动力学影响的系统模型:骨骼肌和脂肪组织的作用

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摘要

Interleukin-6 (IL-6) has been recently shown to play a central role in glucose homeostasis, since it stimulates the production and secretion of Glucagon-like Peptide-1 (GLP-1) from intestinal L-cells and pancreas, leading to an enhanced insulin response. In resting conditions, IL-6 is mainly produced by the adipose tissue whereas, during exercise, skeletal muscle contractions stimulate a marked IL-6 secretion as well. Available mathematical models describing the effects of exercise on glucose homeostasis, however, do not account for this IL-6 contribution. This study aimed at developing and validating a system model of exercise’s effects on plasma IL-6 dynamics in healthy humans, combining the contributions of both adipose tissue and skeletal muscle. A two-compartment description was adopted to model plasma IL-6 changes in response to oxygen uptake’s variation during an exercise bout. The free parameters of the model were estimated by means of a cross-validation procedure performed on four different datasets. A low coefficient of variation (<10%) was found for each parameter and the physiologically meaningful parameters were all consistent with literature data. Moreover, plasma IL-6 dynamics during exercise and post-exercise were consistent with literature data from exercise protocols differing in intensity, duration and modality. The model successfully emulated the physiological effects of exercise on plasma IL-6 levels and provided a reliable description of the role of skeletal muscle and adipose tissue on the dynamics of plasma IL-6. The system model here proposed is suitable to simulate IL-6 response to different exercise modalities. Its future integration with existing models of GLP-1-induced insulin secretion might provide a more reliable description of exercise’s effects on glucose homeostasis and hence support the definition of more tailored interventions for the treatment of type 2 diabetes.
机译:最近显示白介素6(IL-6)在葡萄糖稳态中起着核心作用,因为它刺激了肠道L细胞和胰腺中胰高血糖素样肽1(GLP-1)的产生和分泌,导致增强的胰岛素反应。在静止状态下,IL-6主要由脂肪组织产生,而在运动过程中,骨骼肌收缩也刺激明显的IL-6分泌。但是,描述运动对葡萄糖稳态的影响的可用数学模型不能解释IL-6的作用。这项研究旨在结合脂肪组织和骨骼肌的作用,开发并验证运动对健康人血浆IL-6动力学影响的系统模型。采用两室描述来模拟运动回合期间血浆IL-6对氧气摄取变化的响应。通过对四个不同数据集执行的交叉验证程序来估计模型的自由参数。发现每个参数的变异系数都较低(<10%),并且生理学上有意义的参数均与文献数据一致。此外,在运动和运动后血浆IL-6动力学与强度,持续时间和方式不同的运动方案的文献数据一致。该模型成功模拟了运动对血浆IL-6水平的生理影响,并可靠地描述了骨骼肌和脂肪组织对血浆IL-6动力学的作用。这里提出的系统模型适合于模拟IL-6对不同运动方式的反应。它将其与现有的GLP-1诱导的胰岛素分泌模型进行整合,可能会更可靠地描述运动对葡萄糖稳态的影响,从而支持针对2型糖尿病的更具体干预措施的定义。

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