Assessment of Obstructive Sleep Apnea Syndrome by spectral analysis of physiological parameters

A. Coito, J. Sanches
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引用次数: 6

Abstract

Obstructive Sleep Apnea Syndrome (OSAS) is a very common sleep disorder that is associated with cardiovascular and neurocognitive impairments. The present study aims to assess the electroencephalographic (EEG) power before, during and after obstructive apnea episodes, in four frequency bands: delta (δ), theta (θ), alpha α and beta (β). Furthermore, Autonomic Nervous System (ANS) activity was assessed through the spectral analysis of heart rate variability (HRV) components in the three mentioned periods. For that purpose, continuous wavelet transform was applied to the EEG and RR (obtained from the ECG signal) signals. A new approach was carried out for assessing EEG power changes during an OSA episode: topographic EEG brain mapping. This technique was found to be a powerful tool to better visualize spectral changes during OSA episodes across the whole brain. The results demonstrate that there is a significant decrease in the EEG δ power during OSA, that is not totally recovered immediately after the episode. Since δ waves are linked to learning and synaptic plasticity processes, it is hypothesized that decreased δ power during OSA may contribute to the cognitive deterioration in patients with OSAS. The HRV analysis results show the presence of a pattern during OSA episodes, which is related to an impaired autonomic control of the heart in these patients.
生理参数谱分析评价阻塞性睡眠呼吸暂停综合征
阻塞性睡眠呼吸暂停综合征(OSAS)是一种非常常见的睡眠障碍,与心血管和神经认知障碍有关。本研究旨在评估阻塞性呼吸暂停发作前、期间和之后四个频段的脑电图(EEG)功率:δ (δ)、θ (θ)、α α和β (β)。此外,通过对上述三个时期的心率变异性(HRV)成分的频谱分析来评估自主神经系统(ANS)的活性。为此,将连续小波变换应用于EEG和从心电信号中得到的RR信号。采用一种新的方法来评估阻塞性睡眠呼吸暂停发作期间的脑电图功率变化:脑电图脑地形图。这项技术被发现是一种强大的工具,可以更好地可视化OSA发作期间整个大脑的频谱变化。结果表明,睡眠呼吸暂停期间脑电图δ功率明显下降,且在发作后不能立即完全恢复。由于δ波与学习和突触可塑性过程有关,因此假设OSA期间δ功率的降低可能导致OSA患者的认知能力下降。HRV分析结果显示,在OSA发作期间存在一种模式,这与这些患者的心脏自主控制受损有关。
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