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可穿戴光体积描记系统的心率变异性:高海拔睡眠研究的意义。

Heart Rate Variability from Wearable Photoplethysmography Systems: Implications in Sleep Studies at High Altitude.

机构信息

IRCCS Fondazione Don Carlo Gnocchi ONLUS, 20148 Milan, Italy.

Department of Cardiovascular, Neural and Metabolic Sciences, Istituto Auxologico Italiano, IRCCS, 20149 Milan, Italy.

出版信息

Sensors (Basel). 2022 Apr 9;22(8):2891. doi: 10.3390/s22082891.

Abstract

The interest in photoplethysmography (PPG) for sleep monitoring is increasing because PPG may allow assessing heart rate variability (HRV), which is particularly important in breathing disorders. Thus, we aimed to evaluate how PPG wearable systems measure HRV during sleep at high altitudes, where hypobaric hypoxia induces respiratory disturbances. We considered PPG and electrocardiographic recordings in 21 volunteers sleeping at 4554 m a.s.l. (as a model of sleep breathing disorder), and five alpine guides sleeping at sea level, 6000 m and 6800 m a.s.l. Power spectra, multiscale entropy, and self-similarity were calculated for PPG tachograms and electrocardiography R-R intervals (RRI). Results demonstrated that wearable PPG devices provide HRV measures even at extremely high altitudes. However, the comparison between PPG tachograms and RRI showed discrepancies in the faster spectral components and at the shorter scales of self-similarity and entropy. Furthermore, the changes in sleep HRV from sea level to extremely high altitudes quantified by RRI and PPG tachograms in the five alpine guides tended to be different at the faster frequencies and shorter scales. Discrepancies may be explained by modulations of pulse wave velocity and should be considered to interpret correctly autonomic alterations during sleep from HRV analysis.

摘要

人们对光体积描记法(PPG)在睡眠监测中的应用越来越感兴趣,因为 PPG 可能可以评估心率变异性(HRV),这在呼吸障碍中尤为重要。因此,我们旨在评估在高原环境下(低压缺氧会引起呼吸紊乱),PPG 可穿戴系统如何在睡眠期间测量 HRV。我们考虑了在海拔 4554 米处(作为睡眠呼吸障碍模型)睡眠的 21 名志愿者的 PPG 和心电图记录,以及在海平面、6000 米和 6800 米处睡眠的 5 名高山向导的 PPG 和心电图记录。为 PPG 心率图和心电图 R-R 间隔(RRI)计算了功率谱、多尺度熵和自相似性。结果表明,即使在极高海拔地区,可穿戴 PPG 设备也可以提供 HRV 测量。然而,PPG 心率图和 RRI 之间的比较显示,在较快的频谱成分和较短的自相似性和熵尺度上存在差异。此外,在 5 名高山向导中,从海平面到极高海拔高度的睡眠 HRV 变化,通过 RRI 和 PPG 心率图进行定量分析时,在较快的频率和较短的尺度上趋于不同。差异可能是由脉搏波速度的调制引起的,在从 HRV 分析解释睡眠期间自主神经改变时,应该考虑这些差异。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b971/9028181/1cec7331f94b/sensors-22-02891-g0A1.jpg

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