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研究Apple Watch最大摄氧量测量的准确性:一项验证研究。

Investigating the accuracy of Apple Watch VO2 max measurements: A validation study.

作者信息

Lambe Rory, O'Grady Ben, Baldwin Maximus, Doherty Cailbhe

机构信息

School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland.

Insight Research Ireland Centre for Data Analytics, University College Dublin, Dublin 4, Ireland.

出版信息

PLoS One. 2025 May 15;20(5):e0323741. doi: 10.1371/journal.pone.0323741. eCollection 2025.

Abstract

VO2 max is a measure of cardiorespiratory fitness and a key indicator of overall health. It is predictive of cardiovascular events and shows a strong inverse association with all-cause mortality. Increased cardiorespiratory fitness is associated with reductions in coronary artery disease, diabetes and cancer. Apple Watch offers a less resource-intensive and more feasible alternative to the gold standard assessment for VO2 max, indirect calorimetry, but the accuracy of its measurements remains uncertain. This study aimed to assess the validity of VO2 max estimates from Apple Watch in comparison to indirect calorimetry. Thirty participants wore an Apple Watch for 5-10 days to generate a VO2 max estimate. Subsequently, they underwent a maximal exercise treadmill test in accordance with the modified Åstrand protocol. The agreement between measurements from Apple Watch and indirect calorimetry was assessed using Bland-Altman analysis, mean absolute percentage error (MAPE), and mean absolute error (MAE). Overall, Apple Watch underestimated VO2 max, with a mean difference of 6.07 mL/kg/min (95% CI 3.77-8.38). Limits of agreement indicated variability between measurement methods (lower -6.11 mL/kg/min; upper 18.26 mL/kg/min). MAPE was calculated as 13.31% (95% CI 10.01-16.61), and MAE was 6.92 mL/kg/min (95% CI 4.89-8.94). These findings indicate that Apple Watch VO2 max estimates require further refinement prior to clinical implementation. However, further consideration of Apple Watch as an alternative to conventional VO2 max prediction from submaximal exercise is warranted, given its practical utility.

摘要

最大摄氧量(VO2 max)是心肺适能的一项指标,也是整体健康状况的关键指标。它能预测心血管事件,并且与全因死亡率呈现出强烈的负相关。心肺适能的提高与冠状动脉疾病、糖尿病和癌症的减少有关。与用于测量VO2 max的金标准评估方法——间接量热法相比,Apple Watch提供了一种资源消耗较少且更可行的替代方案,但其测量准确性仍不确定。本研究旨在评估Apple Watch估算的VO2 max与间接量热法相比的有效性。30名参与者佩戴Apple Watch 5至10天以生成VO2 max估算值。随后,他们按照改良的阿斯兰德方案进行了最大运动平板试验。使用布兰德-奥特曼分析、平均绝对百分比误差(MAPE)和平均绝对误差(MAE)来评估Apple Watch测量值与间接量热法测量值之间的一致性。总体而言,Apple Watch低估了VO2 max,平均差值为6.07毫升/千克/分钟(95%置信区间3.77 - 8.38)。一致性界限表明测量方法之间存在变异性(下限-6.11毫升/千克/分钟;上限18.26毫升/千克/分钟)。MAPE计算为13.31%(95%置信区间10.01 - 16.61),MAE为6.92毫升/千克/分钟(95%置信区间4.89 - 8.94)。这些发现表明,在临床应用之前,Apple Watch估算的VO2 max需要进一步优化。然而,鉴于其实际效用,有必要进一步考虑将Apple Watch作为从次最大运动预测传统VO2 max的替代方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0e74/12080799/9ec7273d2154/pone.0323741.g001.jpg

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