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可行的恢复和心血管健康评估:通过指环式 PPG 评估夜间心率和心率变异性的准确性与医疗级 ECG 相比。

Feasible assessment of recovery and cardiovascular health: accuracy of nocturnal HR and HRV assessed via ring PPG in comparison to medical grade ECG.

机构信息

Optoelectronics and Measurement Techniques Research Group, University of Oulu, Oulu, Finland. Oura Health Ltd, Oulu, Finland.

出版信息

Physiol Meas. 2020 May 7;41(4):04NT01. doi: 10.1088/1361-6579/ab840a.

Abstract

OBJECTIVE

To validate the accuracy of the Oura ring in the quantification of resting heart rate (HR) and heart rate variability (HRV).

BACKGROUND

Wearable devices have become comfortable, lightweight, and technologically advanced for assessing health behavior. As an example, the novel Oura ring integrates daily physical activity and nocturnal cardiovascular measurements. Ring users can follow their autonomic nervous system responses to their daily behavior based on nightly changes in HR and HRV, and adjust their behavior accordingly after self-reflection. As wearable photoplethysmogram (PPG) can be disrupted by several confounding influences, it is crucial to demonstrate the accuracy of ring measurements.

APPROACH

Nocturnal HR and HRV were assessed in 49 adults with simultaneous measurements from the Oura ring and the gold standard ECG measurement. Female and male participants with a wide age range (15-72 years) and physical activity status were included. Regression analysis between ECG and the ring outcomes was performed.

MAIN RESULTS

Very high agreement between the ring and ECG was observed for nightly average HR and HRV (r = 0.996 and 0.980, respectively) with a mean bias of -0.63 bpm and -1.2 ms. High agreement was also observed across 5 min segments within individual nights in (r = 0.869 ± 0.098 and 0.765 ± 0.178 in HR and HRV, respectively).

SIGNIFICANCE

Present findings indicate high validity of the Oura ring in the assessment of nocturnal HR and HRV in healthy adults. The results show the utility of this miniaturised device as a lifestyle management tool in long-term settings. High quality PPG signal results prompt future studies utilizing ring PPG towards clinically relevant health outcomes.

摘要

目的

验证 Oura 戒指在静息心率(HR)和心率变异性(HRV)量化方面的准确性。

背景

可穿戴设备在评估健康行为方面变得舒适、轻便和技术先进。例如,新型 Oura 戒指集成了日常身体活动和夜间心血管测量。根据夜间 HR 和 HRV 的变化,戒指使用者可以跟踪他们的自主神经系统对日常行为的反应,并在自我反思后相应地调整他们的行为。由于可穿戴光体积描记法(PPG)可能会受到多种混杂因素的干扰,因此证明戒指测量的准确性至关重要。

方法

对 49 名成年人进行夜间 HR 和 HRV 评估,同时进行 Oura 戒指和金标准心电图测量。纳入了年龄范围广泛(15-72 岁)和身体活动状态不同的女性和男性参与者。对 ECG 和戒指结果进行回归分析。

主要结果

戒指和 ECG 之间的夜间平均 HR 和 HRV 非常吻合(r = 0.996 和 0.980,分别),平均偏差为-0.63 bpm 和-1.2 ms。在个体夜间的 5 分钟段内也观察到高度吻合(HR 和 HRV 分别为 r = 0.869 ± 0.098 和 0.765 ± 0.178)。

意义

目前的研究结果表明,Oura 戒指在评估健康成年人的夜间 HR 和 HRV 方面具有很高的有效性。结果表明,这种小型化设备作为长期设置中的生活方式管理工具具有实用性。高质量的 PPG 信号结果促使未来的研究利用戒指 PPG 实现与临床相关的健康结果。

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