Conrad Matthias, Hubold Christian, Fischer Bernd, Peters Achim
Department of Mathematics and Computer Science, Emory University, Atlanta, GA 30033, USA.
J Biol Phys. 2009 May;35(2):149-62. doi: 10.1007/s10867-009-9134-3. Epub 2009 Feb 25.
The hypothalamus-pituitary-adrenal (HPA) system is closely related to stress and the restoration of homeostasis. This system is stimulated in the second half of the night, decreases its activity in the daytime, and reaches the homeostatic level during the late evening. In this paper, we derive and discuss a novel model for the HPA system. It is based on three simple rules that constitute a principle of homeostasis and include only the most substantive physiological elements. In contrast to other models, its main components include, apart from the conventional negative feedback ingredient, a positive feedback loop. To validate the model, we present a parameter estimation procedure that enables one to adapt the model to clinical observations. Using this methodology, we are able to show that the novel model is capable of simulating clinical trials. Furthermore, the stationary state of the system is investigated. We show that, under mild conditions, the system always has a well-defined set-point, which reflects the clinical situation to be modeled. Finally, the computed parameters may be interpreted from a physiological point of view, thereby leading to insights about diseases like depression, obesity, or diabetes.
下丘脑-垂体-肾上腺(HPA)系统与应激及体内平衡的恢复密切相关。该系统在夜间后半段受到刺激,白天其活动减弱,并在傍晚后期达到体内平衡水平。在本文中,我们推导并讨论了一种针对HPA系统的新型模型。它基于构成体内平衡原则的三条简单规则,且仅包含最主要的生理要素。与其他模型不同的是,其主要组成部分除了传统的负反馈成分外,还包括一个正反馈回路。为验证该模型,我们提出了一种参数估计程序,使模型能够适应临床观察。使用这种方法,我们能够证明该新型模型能够模拟临床试验。此外,还对系统的稳态进行了研究。我们表明,在温和条件下,系统始终具有明确的设定点,这反映了要建模的临床情况。最后,计算得到的参数可以从生理学角度进行解释,从而有助于深入了解抑郁症、肥胖症或糖尿病等疾病。