Gardner Mark, Randhawa Sharmil, Malouf Gordon, Reynolds Karen
Medical Device Research Institute, Flinders University, Clovelly Park, Australia.
ACRF Image X Institute, Eveleigh, Australia.
JMIR Cardio. 2021 May 5;5(1):e26259. doi: 10.2196/26259.
Obstructive sleep apnea (OSA) is a condition in which a person's airway is obstructed during sleep, thus disturbing their sleep. People with OSA are at a higher risk of developing heart problems. OSA is commonly treated with a positive airway pressure (PAP) therapy device, which is used during sleep. The PAP therapy setup provides a good opportunity to monitor the heart health of people with OSA, but no simple, low-cost method is available for the PAP therapy device to monitor heart rate (HR).
This study aims to develop a simple, low-cost device to monitor the HR of people with OSA during PAP therapy. This device was then tested on a small group of participants to investigate the feasibility of the device.
A low-cost and simple device to monitor HR was created by attaching a gyroscope to a PAP mask, thus integrating HR monitoring into PAP therapy. The gyroscope signals were then analyzed to detect heartbeats, and a Kalman filter was used to produce a more accurate and consistent HR signal. In this study, 19 participants wore the modified PAP mask while the mask was connected to a PAP device. Participants lay in 3 common sleeping positions and then underwent 2 different PAP therapy modes to determine if these affected the accuracy of the HR estimation.
Before the PAP device was turned on, the median HR error was <5 beats per minute, although the HR estimation error increased when participants lay on their side compared with when participants lay on their back. Using the different PAP therapy modes did not significantly increase the HR error.
These results show that monitoring HR from gyroscope signals in a PAP mask is possible during PAP therapy for different sleeping positions and PAP therapy modes, suggesting that long-term HR monitoring of OSA during PAP therapy may be possible.
阻塞性睡眠呼吸暂停(OSA)是一种在睡眠期间人的气道受阻从而干扰睡眠的病症。患有OSA的人患心脏问题的风险更高。OSA通常采用睡眠期间使用的气道正压(PAP)治疗设备进行治疗。PAP治疗装置为监测OSA患者的心脏健康提供了一个很好的机会,但目前尚无简单、低成本的方法用于PAP治疗设备监测心率(HR)。
本研究旨在开发一种简单、低成本的设备,用于在PAP治疗期间监测OSA患者的心率。然后在一小群参与者身上对该设备进行测试,以研究该设备的可行性。
通过将陀螺仪连接到PAP面罩上,创建了一种低成本、简单的心率监测设备,从而将心率监测集成到PAP治疗中。然后分析陀螺仪信号以检测心跳,并使用卡尔曼滤波器生成更准确、更一致的心率信号。在本研究中,19名参与者佩戴改良后的PAP面罩,同时该面罩连接到PAP设备上。参与者采用3种常见的睡眠姿势,然后接受2种不同的PAP治疗模式,以确定这些是否会影响心率估计的准确性。
在打开PAP设备之前,心率中位数误差<每分钟5次心跳,尽管与仰卧相比,参与者侧卧时心率估计误差有所增加。使用不同的PAP治疗模式并没有显著增加心率误差。
这些结果表明,在不同睡眠姿势和PAP治疗模式的PAP治疗期间,通过PAP面罩中的陀螺仪信号监测心率是可行的,这表明在PAP治疗期间对OSA进行长期心率监测可能是可行的。