Wearable devices can predict the outcome of standardized 6-minute walk tests in heart disease

被引：14

作者：

Schubert, Charlotte ^{[1
,2
]}

Archer, Gareth ^{[3
]}

Zelis, Jo M. ^{[4
]}

Nordmeyer, Sarah ^{[1
]}

Runte, Kilian ^{[1
]}

Hennemuth, Anja ^{[1
,5
]}

Berger, Felix ^{[2
,5
]}

Falk, Volkmar ^{[5
,6
,7
,8
]}

Tonino, Pim A. L. ^{[4
]}

Hose, Rod ^{[3
]}

ter Horst, Herman ^{[9
]}

Kuehne, Titus ^{[1
,2
,5
]}

Kelm, Marcus ^{[1
,2
,10
]}

机构：

[1] Charite Univ Med Berlin, Inst Imaging Sci & Computat Modelling Cardiovasc, D-13353 Berlin, Germany

[2] German Heart Ctr Berlin, Dept Congenital Heart Dis, D-13353 Berlin, Germany

[3] Sheffield Teaching Hosp NHS Fdn Trust, Cardiothorac Ctr, Sheffield S5 7AT, S Yorkshire, England

[4] Catharina Hosp, Dept Cardiol, NL-5602 ZA Eindhoven, Netherlands

[5] DZHK German Ctr Cardiovasc Res, Partner Site Berlin, D-10785 Berlin, Germany

[6] German Heart Ctr Berlin, Dept Cardiothorac & Vasc Surg, D-13353 Berlin, Germany

[7] Charite Univ Med Berlin, Dept Cardiovasc Surg, D-13353 Berlin, Germany

[8] Swiss Fed Inst Technol, Dept Hlth Sci & Technol, CH-8092 Zurich, Switzerland

[9] Philips Elect Nederland BV, Dept Chron Dis Management, NL-5656 AE Eindhoven, Netherlands

[10] Berlin Inst Hlth BIH, D-10178 Berlin, Germany

来源：

NPJ DIGITAL MEDICINE | 2020年 / 3卷 / 01期

基金：

欧盟地平线“2020”;

关键词：

SEVERE AORTIC-STENOSIS; PHYSICAL-ACTIVITY; ATRIAL-FIBRILLATION; SEDENTARY BEHAVIOR; TEST DISTANCE; CHALLENGES; MANAGEMENT; CAPACITY; FAILURE; STROKE;

D O I：

10.1038/s41746-020-0299-2

中图分类号：

R19 [保健组织与事业（卫生事业管理）];

学科分类号：

摘要：

Wrist-worn devices with heart rate monitoring have become increasingly popular. Although current guidelines advise to consider clinical symptoms and exercise tolerance during decision-making in heart disease, it remains unknown to which extent wearables can help to determine such functional capacity measures. In clinical settings, the 6-minute walk test has become a standardized diagnostic and prognostic marker. We aimed to explore, whether 6-minute walk distances can be predicted by wrist-worn devices in patients with different stages of mitral and aortic valve disease. A total ofn = 107 sensor datasets with 1,019,748 min of recordings were analysed. Based on heart rate recordings and literature information, activity levels were determined and compared to results from a 6-minute walk test. The percentage of time spent in moderate activity was a predictor for the achievement of gender, age and body mass index-specific 6-minute walk distances (p < 0.001;R-2 = 0.48). The uncertainty of these predictions is demonstrated.

引用

页数：9

共 46 条

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EUROPEAN RESPIRATORY JOURNAL, 2015, 46
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EUROPEAN RESPIRATORY JOURNAL, 2022, 60
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[38] Diffusing capacity > 61(%predicted) predicts absence of hypoxemia during 6-Minute Walk test in patients with interstitial lung disease
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EUROPEAN RESPIRATORY JOURNAL, 2012, 40
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Ming, Dong
2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC), 2021, : 6277 - 6280
[40] Clinical Walking Tests and Gait Pattern Characterization During 6-Minute Walk Test Using Inertial Sensors: Follow-Up in Individuals With Lower Limb Amputation
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