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慢性阻塞性肺疾病(COPD)患者户外行走期间,通过可穿戴设备连续测量获得的心率和摄氧量动力学。

Heart rate and oxygen uptake kinetics obtained from continuous measurements with wearable devices during outdoor walks of patients with COPD.

作者信息

Buekers Joren, Arbillaga-Etxarri Ane, Gimeno-Santos Elena, Donaire-Gonzalez David, Chevance Guillaume, Aerts Jean-Marie, Garcia-Aymerich Judith

机构信息

ISGlobal, Barcelona, Spain.

Universitat Pompeu Fabra (UPF), Barcelona, Spain.

出版信息

Digit Health. 2023 Mar 14;9:20552076231162989. doi: 10.1177/20552076231162989. eCollection 2023 Jan-Dec.

Abstract

OBJECTIVE

Continuous physiological measurements during a laboratory-based exercise test can provide physiological biomarkers, such as heart rate (HR) and oxygen uptake (V̇O) kinetics, that carry clinically relevant information. In contrast, it is not clear how continuous data generated by wearable devices during daily-life routines could provide meaningful biomarkers. We aimed to determine whether valid HR and V̇O kinetics can be obtained from measurements with wearable devices during outdoor walks in patients with chronic obstructive pulmonary disease (COPD).

METHODS

HR (Polar Belt) and V̇O(METAMAX3B) were measured during 93 physical activity transitions performed by eight patients with COPD during three different outdoor walks (n= 77) and a 6-minute walk test (n= 16). HR and V̇O kinetics were calculated every time a participant started a walk, finished a walk or walked upstairs. HR and V̇O kinetics were considered valid if the response magnitude and model fit were adequate, and model parameters were reliable.

RESULTS

Continuous measurements with wearable devices provided valid HR kinetics when COPD patients started or finished (range 63%-100%) the different outdoor walks and valid V̇O kinetics when they finished (range 63%-100%) an outdoor walk. The amount of valid kinetics and kinetic model performance was comparable between outdoor walks and a laboratory-based exercise test ( > .05).

CONCLUSION

We envision that the presented approach could improve telemonitoring applications of patients with COPD by providing regular, unsupervised assessments of HR kinetics during daily-life routines. This could allow to early identify a decline in the patients' dynamic physiological functioning, physical fitness and/or health status.

摘要

目的

在基于实验室的运动测试期间进行连续生理测量可提供生理生物标志物,如心率(HR)和摄氧量(V̇O)动力学,这些标志物携带临床相关信息。相比之下,尚不清楚可穿戴设备在日常生活中生成的连续数据如何能提供有意义的生物标志物。我们旨在确定慢性阻塞性肺疾病(COPD)患者在户外行走期间,通过可穿戴设备测量能否获得有效的HR和V̇O动力学数据。

方法

在八名COPD患者进行的三次不同户外行走(n = 77)和一次6分钟步行测试(n = 16)期间的93次身体活动转换过程中,测量HR(Polar Belt)和V̇O(METAMAX3B)。每次参与者开始行走、结束行走或上楼时,计算HR和V̇O动力学数据。如果反应幅度和模型拟合良好且模型参数可靠,则认为HR和V̇O动力学数据有效。

结果

当COPD患者开始或结束不同的户外行走时,可穿戴设备的连续测量提供了有效的HR动力学数据(范围为63% - 100%),当他们结束一次户外行走时,提供了有效的V̇O动力学数据(范围为63% - 100%)。户外行走和基于实验室的运动测试之间的有效动力学数据量和动力学模型性能具有可比性(P > 0.05)。

结论

我们设想,所提出的方法可通过在日常生活中对HR动力学进行定期、无监督评估来改善COPD患者的远程监测应用。这可以早期识别患者动态生理功能、身体素质和/或健康状况的下降。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78b6/10017947/6bf840d4c56c/10.1177_20552076231162989-fig1.jpg

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