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中枢神经系统-心肺网络的睡眠依赖性方向相互作用。

Sleep-Dependent Directional Interactions of the Central Nervous System-Cardiorespiratory Network.

出版信息

IEEE Trans Biomed Eng. 2021 Feb;68(2):639-649. doi: 10.1109/TBME.2020.3009950. Epub 2021 Jan 20.

Abstract

OBJECTIVE

We investigated the nature of interactions between the central nervous system (CNS) and the cardiorespiratory system during sleep.

METHODS

Overnight polysomnography recordings were obtained from 33 healthy individuals. The relative spectral powers of five frequency bands, three ECG morphological features and respiratory rate were obtained from six EEG channels, ECG, and oronasal airflow, respectively. The synchronous feature series were interpolated to 1 Hz to retain the high time-resolution required to detect rapid physiological variations. CNS-cardiorespiratory interaction networks were built for each EEG channel and a directionality analysis was conducted using multivariate transfer entropy. Finally, the difference in interaction between Deep, Light, and REM sleep (DS, LS, and REM) was studied.

RESULTS

Bidirectional interactions existed in central-cardiorespiratory networks, and the dominant direction was from the cardiorespiratory system to the brain during all sleep stages. Sleep stages had evident influence on these interactions, with the strength of information transfer from heart rate and respiration rate to the brain gradually increasing with the sequence of REM, LS, and DS. Furthermore, the occipital lobe appeared to receive the most input from the cardiorespiratory system during LS. Finally, different ECG morphological features were found to be involved with various central-cardiac and cardiac-respiratory interactions.

CONCLUSION

These findings reveal detailed information regarding CNS-cardiorespiratory interactions during sleep and provide new insights into understanding of sleep control mechanisms.

SIGNIFICANCE

Our approach may facilitate the investigation of the pathological cardiorespiratory complications of sleep disorders.

摘要

目的

研究睡眠过程中中枢神经系统(CNS)与心肺系统之间相互作用的性质。

方法

对 33 名健康个体进行了整夜多导睡眠图记录。分别从 6 个脑电通道、心电图和口鼻气流中获得了五个频带的相对谱功率、三种心电图形态特征和呼吸频率。将同步特征序列内插至 1 Hz,以保留检测快速生理变化所需的高时间分辨率。为每个脑电通道构建了中枢-心肺相互作用网络,并使用多元传递熵进行了方向分析。最后,研究了深度、浅度和快速眼动(DS、LS 和 REM)睡眠之间相互作用的差异。

结果

在中枢-心肺网络中存在双向相互作用,并且在所有睡眠阶段,主导方向都是从心肺系统到大脑。睡眠阶段对这些相互作用有明显的影响,随着 REM、LS 和 DS 的顺序,心率和呼吸率向大脑传递信息的强度逐渐增加。此外,在 LS 期间,枕叶似乎从心肺系统接收最多的输入。最后,发现不同的心电图形态特征与各种中枢-心脏和心脏-呼吸相互作用有关。

结论

这些发现揭示了睡眠期间中枢神经系统-心肺相互作用的详细信息,为理解睡眠控制机制提供了新的见解。

意义

我们的方法可以促进对睡眠障碍相关心肺并发症的病理研究。

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