Department of Mathematics, University of Michigan, 530 Church Street, Ann Arbor, MI 48109-1043, USA.
Philos Trans A Math Phys Eng Sci. 2011 Oct 13;369(1952):3855-83. doi: 10.1098/rsta.2011.0085.
The dynamics of sleep and wake are strongly linked to the circadian clock. Many models have accurately predicted behaviour resulting from dynamic interactions between these two systems without specifying physiological substrates for these interactions. By contrast, recent experimental work has identified much of the relevant physiology for circadian and sleep-wake regulation, but interaction dynamics are difficult to study experimentally. To bridge these approaches, we developed a neuronal population model for the dynamic, bidirectional, neurotransmitter-mediated interactions of the sleep-wake and circadian regulatory systems in nocturnal rats. This model proposes that the central circadian pacemaker, located within the suprachiasmatic nucleus (SCN) of the hypothalamus, promotes sleep through single neurotransmitter-mediated signalling to sleep-wake regulatory populations. Feedback projections from these populations to the SCN alter SCN firing patterns and fine-tune this modulation. Although this model reproduced circadian variation in sleep-wake dynamics in nocturnal rats, it failed to describe the sleep-wake dynamics observed in SCN-lesioned rats. We thus propose two alternative, physiologically based models in which neurotransmitter- and neuropeptide-mediated signalling from the SCN to sleep-wake populations introduces mechanisms to account for the behaviour of both the intact and SCN-lesioned rat. These models generate testable predictions and offer a new framework for modelling sleep-wake and circadian interactions.
睡眠和觉醒的动力学与生物钟密切相关。许多模型准确地预测了这两个系统之间的动态相互作用所产生的行为,而没有具体说明这些相互作用的生理基础。相比之下,最近的实验工作已经确定了许多与昼夜节律和睡眠-觉醒调节相关的生理学,但相互作用的动力学很难在实验中进行研究。为了弥合这些方法之间的差距,我们开发了一个神经元群体模型,用于研究夜间大鼠睡眠-觉醒和昼夜调节系统的动态、双向、神经递质介导的相互作用。该模型提出,位于下丘脑视交叉上核(SCN)内的中央生物钟通过单一神经递质介导的信号传递促进睡眠,作用于睡眠-觉醒调节群体。这些群体对 SCN 的反馈投射改变了 SCN 的放电模式,并对这种调节进行了微调。尽管该模型再现了夜间大鼠睡眠-觉醒动力学的昼夜变化,但它未能描述 SCN 损伤大鼠观察到的睡眠-觉醒动力学。因此,我们提出了两种替代的、基于生理学的模型,其中 SCN 到睡眠-觉醒群体的神经递质和神经肽介导的信号传递引入了机制,可以解释完整和 SCN 损伤大鼠的行为。这些模型产生了可测试的预测,并为睡眠-觉醒和昼夜节律相互作用的建模提供了新的框架。