Nano Marina, Fonseca Pedro, Overeem Sebastiaan, Vullings Rik, Aarts Ronald M
Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands.
Philips Research, Eindhoven, Netherlands.
Front Neurosci. 2020 Jan 15;13:1405. doi: 10.3389/fnins.2019.01405. eCollection 2019.
Insomnia, i.e., difficulties initiating and/or maintaining sleep, is one of the most common sleep disorders. To study underlying mechanisms for insomnia, we studied autonomic activity changes around sleep onset in participants without clinical insomnia but with varying problems with initiating or maintaining sleep quantified as increased sleep onset latency (SOL) and wake after sleep onset (WASO), respectively. Polysomnography and electrocardiography were simultaneously recorded in 176 participants during a single night. Cardiac autonomic activity was assessed using frequency domain analysis of RR intervals and results show that the normalized spectral power in the low frequency band ( ) after sleep onset was significantly higher in participants with long SOL compared to participants with short SOL. Furthermore, the normalized spectral power in the high frequency band ( ) was significantly lower in participants with long SOL as compared to participants with short SOL over 3 time periods (first 10 min in bed intending to sleep, 10 min before, and 10 min after sleep onset). These results suggest that participants with long SOL are more aroused in all three examined time periods when compared to participants with short SOL, especially for young adults (20-40 years). As there is no clear consensus on the cutoff for an increased WASO, we used a data-driven approach to explore different cutoffs to define short WASO and long WASO groups. , , and / differed between the long and the short WASO groups. A higher and / and a lower was observed in participants with long WASO for most cutoffs. The highest effect size was found using the cutoff of 66 min. Our findings suggest that autonomic cardiac activity has predictive value with respect to sleep characteristics pertaining to sleep onset and maintenance.
失眠,即入睡困难和/或维持睡眠困难,是最常见的睡眠障碍之一。为了研究失眠的潜在机制,我们对没有临床失眠但入睡或维持睡眠存在不同问题的参与者进行了研究,这些问题分别量化为入睡潜伏期(SOL)延长和睡眠中觉醒时间(WASO)增加。在176名参与者的一个晚上同时记录多导睡眠图和心电图。使用RR间期的频域分析评估心脏自主神经活动,结果显示,与短SOL参与者相比,长SOL参与者入睡后低频带( )的归一化谱功率显著更高。此外,在三个时间段(上床打算入睡的前10分钟、入睡前十分钟和入睡后十分钟),长SOL参与者的高频带( )归一化谱功率显著低于短SOL参与者。这些结果表明,与短SOL参与者相比,长SOL参与者在所有三个检查时间段内的唤醒程度更高,尤其是对于年轻人(20 - 40岁)。由于对于WASO增加的临界值没有明确的共识,我们采用数据驱动的方法来探索不同的临界值,以定义短WASO组和长WASO组。长WASO组和短WASO组之间的 、 和 / 有所不同。对于大多数临界值,长WASO参与者观察到更高的 和 / 以及更低的 。使用66分钟的临界值时发现效应量最大。我们的研究结果表明,心脏自主神经活动对于与入睡和维持睡眠相关的睡眠特征具有预测价值。