Kabir Muammar M, Assadi Atousa, Saha Shumit, Gavrilovic Bojan, Zhu Kaiyin, Mak Susanna, Yadollahi Azadeh
KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada.
Institute for Biomedical Engineering, University of Toronto, Toronto, ON, Canada.
Nat Sci Sleep. 2024 Oct 16;16:1623-1636. doi: 10.2147/NSS.S480687. eCollection 2024.
Cardiovascular disorders are the leading cause of mortality worldwide with obstructive sleep apnea (OSA) as the independent risk factor. Heart sounds are strong modalities to obtain clinically relevant information regarding the functioning of the heart valves and blood flow. The objective of this study was to use a small wearable device to record and investigate the changes in heart sounds during respiratory events (reduction and cessation of breathings) and their association with oxyhemoglobin desaturation (hypoxemia).
Sleep assessment and tracheal respiratory and heart sounds were recorded simultaneously from 58 individuals who were suspected of having OSA. Sleep assessment was performed using in-laboratory polysomnography. Tracheal respiratory and heart sounds were recorded over the suprasternal notch using a small device with embedded microphone and accelerometer called the Patch. Heart sounds were extracted from bandpass filtered tracheal sounds using smoothed Hilbert envelope on decomposed signal. For each individual, data from 20 obstructive events during Non-Rapid Eye Movement stage-2 of sleep were randomly selected for analysis.
A significant increase in heart sounds' intensities from before to after the termination of respiratory events was observed. Also, there was a significant positive correlation between the magnitude of hypoxemia and the increase in heart sounds' intensities (r>0.82, p<0.001). In addition, the changes in heart sounds were significantly correlated with heart rate and blood pressure.
Our results indicate that heart sound analysis can be used as an alternative modality for assessing the cardiovascular burden of sleep apnea, which may indicate the risk of cardiovascular disorders.
心血管疾病是全球范围内的主要死因,阻塞性睡眠呼吸暂停(OSA)是其独立危险因素。心音是获取有关心脏瓣膜功能和血流的临床相关信息的重要方式。本研究的目的是使用一种小型可穿戴设备记录并研究呼吸事件(呼吸减弱和停止)期间心音的变化及其与氧合血红蛋白去饱和(低氧血症)的关系。
对58名疑似患有OSA的个体同时进行睡眠评估以及气管呼吸音和心音记录。使用实验室多导睡眠图进行睡眠评估。使用一种名为Patch的小型设备,该设备内置麦克风和加速度计,在胸骨上切迹上方记录气管呼吸音和心音。通过对分解信号使用平滑希尔伯特包络从带通滤波后的气管声音中提取心音。对于每个个体,随机选择来自非快速眼动睡眠2期的20次阻塞性事件的数据进行分析。
观察到呼吸事件终止前后心音强度显著增加。此外,低氧血症程度与心音强度增加之间存在显著正相关(r>0.82,p<0.001)。此外,心音变化与心率和血压显著相关。
我们的结果表明,心音分析可作为评估睡眠呼吸暂停心血管负担的替代方法,这可能提示心血管疾病的风险。