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基于智能手表的血压测量显示出准确性不足。

Smartwatch-Based Blood Pressure Measurement Demonstrates Insufficient Accuracy.

作者信息

Falter Maarten, Scherrenberg Martijn, Driesen Karen, Pieters Zoë, Kaihara Toshiki, Xu Linqi, Caiani Enrico Gianluca, Castiglioni Paolo, Faini Andrea, Parati Gianfranco, Dendale Paul

机构信息

Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium.

Heart Centre Hasselt, Jessa Hospital, Hasselt, Belgium.

出版信息

Front Cardiovasc Med. 2022 Jul 11;9:958212. doi: 10.3389/fcvm.2022.958212. eCollection 2022.

Abstract

BACKGROUND

Novel smartwatch-based cuffless blood pressure (BP) measuring devices are coming to market and receive FDA and CE labels. These devices are often insufficiently validated for clinical use. This study aims to investigate a recently CE-cleared smartwatch using cuffless BP measurement in a population with normotensive and hypertensive individuals scheduled for 24-h BP measurement.

METHODS

Patients that were scheduled for 24-h ambulatory blood pressure monitoring (ABPM) were recruited and received an additional Samsung Galaxy Watch Active 2 smartwatch for simultaneous BP measurement on their opposite arm. After calibration, patients were asked to measure as much as possible in a 24-h period. Manual activation of the smartwatch is necessary to measure the BP. Accuracy was calculated using sensitivity, specificity, positive and negative predictive values and ROC curves. Bland-Altman method and Taffé methods were used for bias and precision assessment. BP variability was calculated using average real variability, standard deviation and coefficient of variation.

RESULTS

Forty patients were included. Bland-Altman and Taffé methods demonstrated a proportional bias, in which low systolic BPs are overestimated, and high BPs are underestimated. Diastolic BPs were all overestimated, with increasing bias toward lower BPs. Sensitivity and specificity for detecting systolic and/or diastolic hypertension were 83 and 41%, respectively. ROC curves demonstrate an area under the curve (AUC) of 0.78 for systolic hypertension and of 0.93 for diastolic hypertension. BP variability was systematically higher in the ABPM measurements compared to the smartwatch measurements.

CONCLUSION

This study demonstrates that the BP measurements by the Samsung Galaxy Watch Active 2 show a systematic bias toward a calibration point, overestimating low BPs and underestimating high BPs, when investigated in both normotensive and hypertensive patients. Standards for traditional non-invasive sphygmomanometers are not met, but these standards are not fully applicable to cuffless devices, emphasizing the urgent need for new standards for cuffless devices. The smartwatch-based BP measurement is not yet ready for clinical usage. Future studies are needed to further validate wearable devices, and also to demonstrate new possibilities of non-invasive, high-frequency BP monitoring.

摘要

背景

新型基于智能手表的无袖带血压测量设备正在进入市场并获得美国食品药品监督管理局(FDA)和欧洲合格认证(CE)标签。这些设备在临床应用中往往缺乏充分验证。本研究旨在调查一款最近获得CE认证的智能手表,该手表在计划进行24小时血压测量的血压正常和高血压人群中使用无袖带血压测量。

方法

招募计划进行24小时动态血压监测(ABPM)的患者,并额外配备一块三星Galaxy Watch Active 2智能手表,用于在其对侧手臂同时进行血压测量。校准后,要求患者在24小时内尽可能多地进行测量。测量血压需要手动激活智能手表。使用灵敏度、特异性、阳性和阴性预测值以及ROC曲线计算准确性。采用Bland-Altman方法和Taffé方法进行偏差和精密度评估。使用平均实际变异性、标准差和变异系数计算血压变异性。

结果

纳入40例患者。Bland-Altman方法和Taffé方法显示存在比例偏差,即低收缩压被高估,高收缩压被低估。舒张压均被高估,且对较低舒张压的偏差增大。检测收缩期和/或舒张期高血压的灵敏度和特异性分别为83%和41%。ROC曲线显示收缩期高血压的曲线下面积(AUC)为0.78,舒张期高血压的AUC为0.93。与智能手表测量相比,ABPM测量中的血压变异性系统性更高。

结论

本研究表明,在血压正常和高血压患者中进行研究时,三星Galaxy Watch Active 2测量的血压显示出朝着校准点的系统性偏差,低血压被高估,高血压被低估。未达到传统无创血压计的标准,但这些标准并不完全适用于无袖带设备,强调了迫切需要无袖带设备的新标准。基于智能手表的血压测量尚未准备好用于临床。未来需要进一步研究以验证可穿戴设备,并展示无创、高频血压监测的新可能性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb8b/9309348/18d7c8d3919a/fcvm-09-958212-g001.jpg

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