Chest Service, Saint-Pierre University Hospital, Brussels, Belgium and Université Libre de Bruxelles, Brussels, Belgium.
Department of physiotherapy, University of Applied Sciences of Western Switzerland, Geneva, Switzerland.
PLoS One. 2019 Jan 9;14(1):e0210569. doi: 10.1371/journal.pone.0210569. eCollection 2019.
The use of activity and sleep trackers that operate through dedicated smartphone applications has become popular in the general population. However, the validity of the data they provide has been disappointing and only Total Sleep Time (TST) is reliably recorded in healthy individuals for any of the devices tested. The purpose of this study was to evaluate the ability of two sleep trackers (Withings pulse 02 (W) and Jawbone Up (U)) to measure sleep parameters in patients suffering from obstructive sleep apnea (OSA).
All patients evaluated for OSA in our sleep laboratory underwent overnight polysomnography (PSG). PSG was conducted simultaneously with three other devices: two consumer-level sleep monitors (U and W) and one actigraph (Bodymedia SenseWear Pro Armband (SWA)).
Of 36 patients evaluated, 22 (17 men) were diagnosed with OSA (mean apnea-hypopnea index of 37+ 23/h). Single comparisons of sleep trackers (U and W) and actigraph (SWA) were performed. Compared to PSG, SWA correctly assessed TST and Wake After Sleep Onset (WASO), and U and W correctly assessed Time In Bed (TIB) and light sleep. Intraclass correlations (ICC) revealed poor validity for all parameters and devices, except for WASO assessed by SWA.
This is the first study assessing the validity of sleep trackers in OSA patients. In this series, we have confirmed the limited performance of wearable sleep monitors that has been previously observed in healthy subjects. In OSA patients, wearable app-based health technologies provide a good estimation of TIB and light sleep but with very poor ICC.
通过专用智能手机应用程序运行的活动和睡眠追踪器在普通人群中变得流行。然而,它们提供的数据的有效性令人失望,并且在测试的任何设备中,只有总睡眠时间(TST)在健康个体中可靠记录。本研究的目的是评估两种睡眠追踪器(Withings pulse 02(W)和 Jawbone Up(U))在患有阻塞性睡眠呼吸暂停(OSA)的患者中测量睡眠参数的能力。
在我们的睡眠实验室中评估 OSA 的所有患者均接受了过夜多导睡眠图(PSG)检查。PSG 与另外三个设备同时进行:两个消费者级睡眠监测器(U 和 W)和一个活动记录仪(Bodymedia SenseWear Pro 臂带(SWA))。
在评估的 36 名患者中,22 名(17 名男性)被诊断为 OSA(平均呼吸暂停低通气指数为 37+23/h)。对睡眠追踪器(U 和 W)和活动记录仪(SWA)进行了单项比较。与 PSG 相比,SWA 正确评估了 TST 和睡眠起始后觉醒时间(WASO),而 U 和 W 正确评估了卧床时间(TIB)和浅睡眠。内部一致性系数(ICC)显示除了 SWA 评估的 WASO 外,所有参数和设备的有效性均较差。
这是第一项评估睡眠追踪器在 OSA 患者中的有效性的研究。在本系列中,我们已经证实了以前在健康受试者中观察到的可穿戴睡眠监测器的性能有限。在 OSA 患者中,基于应用程序的可穿戴健康技术可以很好地估计 TIB 和浅睡眠,但 ICC 非常差。