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清醒状态和不同睡眠阶段的脑电图和心搏间期信号之间的定向耦合。

Directional Couplings Between Electroencephalogram and Interbeat Intervals Signals in Awake State and Different Stages of Sleep.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:5398-5402. doi: 10.1109/EMBC46164.2021.9630385.

Abstract

Purpose of the work is to identify the directional coupling between the structures of the brain and the autonomic control of the heart rate variability, to analyze the changes in these coupling in sleep and in wakefulness. Infra-slow oscillations of the electroencephalograms potential and low-frequency components (0.04-0.15 Hz) of the interbeat intervals signal where analyzed using a sensitive method for identifying the directional coupling. The technique, based on modeling the dynamics of instantaneous phases of oscillations, made it possible to reveal the presence and quantify the directional couplings between the structures of the brain and the autonomic control of the heart rate variability. It was shown that the coupling coefficients in the frequency band of 0.04-0.15 Hz (associated mainly with sympathetic control of blood circulation), on average, decrease with falling asleep. We have also shown the asymmetry of coupling. At the same time, stronger connections were revealed in the direction from the autonomic control of the heart rate variability to the brain structures than in the opposite direction. It has been shown that the strength of such couplings decreases with increasing of sleep depth.

摘要

这项工作的目的是确定大脑结构与心率变异性的自主控制之间的定向耦合,并分析这些耦合在睡眠和清醒状态下的变化。使用一种敏感的方法分析脑电图电势的亚慢振荡和心动间隔信号的低频成分(0.04-0.15 Hz),以识别定向耦合。该技术基于对振荡瞬时相位动力学的建模,使得揭示大脑结构和心率变异性的自主控制之间存在的和量化的定向耦合成为可能。结果表明,在 0.04-0.15 Hz 的频段(主要与血液循环的交感控制有关)内的耦合系数平均值随着入睡而降低。我们还显示了耦合的不对称性。同时,在从心率变异性的自主控制到大脑结构的方向上揭示出更强的连接,而在相反的方向上则较弱。结果表明,随着睡眠深度的增加,这种耦合的强度降低。

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