Alzaabi Yahya, Khandoker Ahsan H
Healthcare Engineering Innovation Center (HEIC), Department of Biomedical Engineering, Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates.
Front Physiol. 2023 Sep 29;14:1181750. doi: 10.3389/fphys.2023.1181750. eCollection 2023.
A high prevalence of major depressive disorder (MDD) among Obstructive Sleep Apnea (OSA) patients has been observed in both community and clinical populations. Due to the overlapping symptoms between both disorders, depression is usually misdiagnosed when correlated with OSA. Phase coherence between respiratory sinus arrhythmia (RSA) and respiration (λ ) has been proposed as an alternative measure for assessing vagal activity. Therefore, this study aims to investigate if there is any difference in λ in OSA patients with and without MDD. Electrocardiograms (ECG) and breathing signals using overnight polysomnography were collected from 40 OSA subjects with MDD (OSAD+), 40 OSA subjects without MDD (OSAD-), and 38 control subjects (Controls) without MDD and OSA. The interbeat intervals (RRI) and respiratory movement were extracted from 5-min segments of ECG signals with a single apneic event during non-rapid eye movement (NREM) [353 segments] and rapid eye movement (REM) sleep stages [298 segments]. RR intervals (RRI) and respiration were resampled at 10 Hz, and the band passed filtered (0.10-0.4 Hz) before the Hilbert transform was used to extract instantaneous phases of the RSA and respiration. Subsequently, the λ between RSA and Respiration and Heart Rate Variability (HRV) features were computed. Our results showed that λ was significantly increased in the OSAD+ group compared to OSAD- group during NREM and REM sleep. This increase was accompanied by a decrease in the low frequency (LF) component of HRV. We report that the phase synchronization index between RSA and respiratory movement could provide a useful measure for evaluating depression in OSA patients. Our findings suggest that depression has lowered sympathetic activity when accompanied by OSA, allowing for stronger synchronization between RSA and respiration.
在社区和临床人群中,均观察到阻塞性睡眠呼吸暂停(OSA)患者中重度抑郁症(MDD)的患病率较高。由于这两种疾病症状重叠,与OSA相关时,抑郁症通常会被误诊。呼吸性窦性心律不齐(RSA)与呼吸之间的相位相干性(λ)已被提议作为评估迷走神经活动的替代指标。因此,本研究旨在调查合并和未合并MDD的OSA患者在λ方面是否存在差异。使用夜间多导睡眠图收集了40例合并MDD的OSA受试者(OSAD+)、40例未合并MDD的OSA受试者(OSAD-)以及38例未合并MDD和OSA的对照受试者(对照组)的心电信号(ECG)和呼吸信号。在非快速眼动(NREM)睡眠阶段[353段]和快速眼动(REM)睡眠阶段[298段],从具有单个呼吸暂停事件的5分钟ECG信号段中提取心动周期间期(RRI)和呼吸运动。RR间期(RRI)和呼吸以10Hz重新采样,并在使用希尔伯特变换提取RSA和呼吸的瞬时相位之前进行带通滤波(0.10 - 0.4Hz)。随后,计算RSA与呼吸之间的λ以及心率变异性(HRV)特征。我们的结果表明,在NREM和REM睡眠期间,与OSAD-组相比,OSAD+组的λ显著增加。这种增加伴随着HRV低频(LF)成分的降低。我们报告RSA与呼吸运动之间的相位同步指数可为评估OSA患者的抑郁症提供有用的指标。我们的研究结果表明,抑郁症在伴有OSA时会降低交感神经活动,从而使RSA与呼吸之间的同步性更强。