用于筛查和监测高血压的非接触式免校准血压和脉搏监测仪:横断面验证研究。

Q2 Medicine JMIR Cardio Pub Date : 2024-08-05 DOI:10.2196/57241
Melissa Kapoor, Blair Holman, Carolyn Cohen
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引用次数: 0

摘要

背景:降低心血管疾病造成的巨大发病率和死亡率负担的关键是帮助人们将血压(BP)控制在安全水平。这就要求识别、诊断出更多的高血压患者,并向他们提供降低血压的工具。血压计对于高血压的诊断和管理至关重要。然而,传统血压计(袖带血压计)的一些特点阻碍了快速有效的高血压诊断和管理。在无处不在的移动设备上运行的免校准、纯软件血压计可实现按需血压监测,克服了传统血压计的硬件障碍:本研究旨在调查非接触式血压计软件应用程序将所有临床相关血压分类为高血压或非高血压的准确性,并评估其测量脉率(PR)和 1 期高血压患者血压的准确性:按照国际标准化组织(ISO)81060-2:2018/AMD 1:2020 "无创血压计-第 2 部分:自动测量类型的临床调查 "中规定的数据收集和数据分析方法,对名为 Lifelight 的软件应用程序进行了调查。该验证研究由独立实验室 Element Materials Technology Boulder(前身为 Clinimark)进行。该研究收集了 85 位年龄在 18-85 岁之间的人的数据,他们的血压分布广泛,符合 ISO 81060-2:2018/AMD 1:2020 的规定。其中至少 20% 的人的菲茨帕特里克量表肤色为 5 或 6(即深肤色)。该应用的血压测量准确性是通过将其血压测量值与使用 ISO 81060-2:2018/AMD 1:2020 中规定的同臂顺序法进行的双观察员人工听诊测量值进行比较来评估的。通过将该应用程序的测量值与同时进行的脑电图心率值进行比较,评估了该应用程序测量 PR 的准确性:该应用程序测量 PR 的精确度均方根值为每分钟 1.3 次,平均绝对误差为每分钟 1.1 次(SD 0.8)。它确定血压超过高血压诊断的门诊收缩压阈值的灵敏度和特异度分别为 70.1% 和 71.7%。这些比率与美国国家健康与护理卓越研究所(National Institute for Health and Care Excellence)的文献综述中报告的传统血压计的比率一致。在正常血压和 1 期高血压(即 65/85 例,76% 的参与者)范围内,该应用测量血压的平均误差为:收缩压 6.5(标度 12.9)毫米汞柱,舒张压 0.4(标度 10.6)毫米汞柱。平均绝对误差分别为 11.3 (SD 10.0) mm Hg 和 8.6 (SD 6.8) mm Hg:根据 ISO 81060-2:2018/AMD 1:2020 标准对免校准、纯软件医疗设备进行了独立测试。本研究中展示的安全性和性能表明,该技术可能成为快速、可扩展的高血压筛查和管理解决方案。
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Contactless and Calibration-Free Blood Pressure and Pulse Rate Monitor for Screening and Monitoring of Hypertension: Cross-Sectional Validation Study.

Background: The key to reducing the immense morbidity and mortality burdens of cardiovascular diseases is to help people keep their blood pressure (BP) at safe levels. This requires that more people with hypertension be identified, diagnosed, and given tools to lower their BP. BP monitors are critical to hypertension diagnosis and management. However, there are characteristics of conventional BP monitors (oscillometric cuff sphygmomanometers) that hinder rapid and effective hypertension diagnosis and management. Calibration-free, software-only BP monitors that operate on ubiquitous mobile devices can enable on-demand BP monitoring, overcoming the hardware barriers of conventional BP monitors.

Objective: This study aims to investigate the accuracy of a contactless BP monitor software app for classifying the full range of clinically relevant BPs as hypertensive or nonhypertensive and to evaluate its accuracy for measuring the pulse rate (PR) and BP of people with BPs relevant to stage-1 hypertension.

Methods: The software app, known commercially as Lifelight, was investigated following the data collection and data analysis methodology outlined in International Organization for Standardization (ISO) 81060-2:2018/AMD 1:2020 "Non-invasive Sphygmomanometers-Part 2: Clinical investigation of automated measurement type." This validation study was conducted by the independent laboratory Element Materials Technology Boulder (formerly Clinimark). The study generated data from 85 people aged 18-85 years with a wide-ranging distribution of BPs specified in ISO 81060-2:2018/AMD 1:2020. At least 20% were required to have Fitzpatrick scale skin tones of 5 or 6 (ie, dark skin tones). The accuracy of the app's BP measurements was assessed by comparing its BP measurements with measurements made by dual-observer manual auscultation using the same-arm sequential method specified in ISO 81060-2:2018/AMD 1:2020. The accuracy of the app's PR measurements was assessed by comparing its measurements with concurrent electroencephalography-derived heart rate values.

Results: The app measured PR with an accuracy root-mean-square of 1.3 beats per minute and mean absolute error of 1.1 (SD 0.8) beats per minute. The sensitivity and specificity with which it determined that BPs exceeded the in-clinic systolic threshold for hypertension diagnosis were 70.1% and 71.7%, respectively. These rates are consistent with those reported for conventional BP monitors in a literature review by The National Institute for Health and Care Excellence. The app's mean error for measuring BP in the range of normotension and stage-1 hypertension (ie, 65/85, 76% of participants) was 6.5 (SD 12.9) mm Hg for systolic BP and 0.4 (SD 10.6) mm Hg for diastolic BP. Mean absolute error was 11.3 (SD 10.0) mm Hg and 8.6 (SD 6.8) mm Hg, respectively.

Conclusions: A calibration-free, software-only medical device was independently tested against ISO 81060-2:2018/AMD 1:2020. The safety and performance demonstrated in this study suggest that this technique could be a potential solution for rapid and scalable screening and management of hypertension.

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来源期刊
JMIR Cardio
JMIR Cardio Computer Science-Computer Science Applications
CiteScore
3.50
自引率
0.00%
发文量
25
审稿时长
12 weeks
期刊最新文献
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