模拟胆固醇对下丘脑-垂体-肾上腺(HPA)轴动力学的影响

Vladimir M. Marković;Željko Čupić;Stevan Maćešić;Stevan Maćešić;Vladana Vukojević;Ljiljana Kolar-Anić
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引用次数: 27

摘要

以胆固醇为动力学变量,推导了下丘脑-垂体-肾上腺(HPA)轴的数学模型,以研究胆固醇(所有类固醇激素的主要前体)对HPA轴超昼夜活动的影响。为了开发该模型,通过化学计量网络分析系统地检查了参数空间,以确定超二次振荡的条件,确定动态转变(即分叉)发生的条件,并确定分叉类型。使用数值模拟进一步表征了分叉。模型预测与文献中报道的经验结果一致,表明胆固醇水平可能严重影响HPA轴的全球动态。所提出的模型为更好地理解实验观察提供了基础,它可以用作设计实验的工具,并对基本动态调节机制的特征提供了有用的见解,这些机制在受损时可能导致一些现代生活方式相关疾病的发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modelling cholesterol effects on the dynamics of the hypothalamic–pituitary–adrenal (HPA) axis
A mathematical model of the hypothalamic–pituitary–adrenal (HPA) axis with cholesterol as a dynamical variable was derived to investigate the effects of cholesterol, the primary precursor of all steroid hormones, on the ultradian and circadian HPA axis activity. To develop the model, the parameter space was systematically examined by stoichiometric network analysis to identify conditions for ultradian oscillations, determine conditions under which dynamic transitions, i.e. bifurcations occur and identify bifurcation types. The bifurcations were further characterized using numerical simulations. Model predictions agree well with empirical findings reported in the literature, indicating that cholesterol levels may critically affect the global dynamics of the HPA axis. The proposed model provides a base for better understanding of experimental observations, it may be used as a tool for designing experiments and offers useful insights into the characteristics of basic dynamic regulatory mechanisms that, when impaired, may lead to the development of some modern-lifestyle-associated diseases.
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