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从数学角度看睡眠调节双过程模型的复杂性与普遍性。

The complexity and commonness of the two-process model of sleep regulation from a mathematical perspective.

作者信息

Skeldon Anne C, Dijk Derk-Jan

机构信息

School of Mathematics & Physics, Faculty of Engineering and Physical Sciences, University of Surrey, Guildford, UK.

UK Dementia Research Institute, Care Research and Technology Centre at Imperial College, London and the University of Surrey, Guildford, UK.

出版信息

NPJ Biol Timing Sleep. 2025;2(1):24. doi: 10.1038/s44323-025-00039-z. Epub 2025 Jun 18.

Abstract

The two-process model (2pm) of sleep regulation is a conceptual framework and consists of mathematical equations. It shares similarities with models for cardiac, respiratory and neuronal rhythms and falls within the wider class of coupled oscillator models. The 2pm is related to neuronal mutual inhibition models of sleep-wake regulation. The mathematical structure of the 2pm, in which the sleep-wake cycle is entrained to the circadian pacemaker, explains sleep patterns in the absence of 24 h time cues, in different species and in early childhood. Extending the 2pm with a process describing the response of the circadian pacemaker to light creates a hierarchical entrainment system with feedback which permits quantitative modelling of the effect of self-selected light on sleep and circadian timing. The extended 2pm provides new interpretations of sleep phenotypes and provides quantitative predictions of effects of sleep and light interventions to support sleep and circadian alignment in individuals, including those with neurodegenerative disorders.

摘要

睡眠调节的双过程模型(2pm)是一个概念框架,由数学方程组成。它与心脏、呼吸和神经元节律模型有相似之处,属于更广泛的耦合振荡器模型类别。2pm与睡眠-觉醒调节的神经元相互抑制模型相关。2pm的数学结构,即睡眠-觉醒周期与昼夜节律起搏器同步,解释了在没有24小时时间线索的情况下、不同物种以及幼儿期的睡眠模式。用一个描述昼夜节律起搏器对光反应的过程扩展2pm,创建了一个具有反馈的分层同步系统,这允许对自我选择的光对睡眠和昼夜节律定时的影响进行定量建模。扩展后的2pm为睡眠表型提供了新的解释,并对睡眠和光干预的效果进行了定量预测,以支持个体(包括患有神经退行性疾病的个体)的睡眠和昼夜节律调整。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aed9/12176636/a06f6a861f0c/44323_2025_39_Fig1_HTML.jpg

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