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基于心率变异性生物反馈的手机应用光电容积脉搏波法评估心率变异性的验证。

Validation of Photoplethysmography Using a Mobile Phone Application for the Assessment of Heart Rate Variability in the Context of Heart Rate Variability-Biofeedback.

机构信息

From the Departments of Clinical, Neuro and Developmental Psychology (van Dijk, Huizink, Lemmers-Jansen) and Clinical Child and Family Studies (Oosterman), Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam; Institute for Brain and Behavior Amsterdam (IBBA), Amsterdam, the Netherlands; Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom (Lemmers-Jansen); and Research Institute of Child Development and Education, University of Amsterdam, Amsterdam, the Netherlands (de Vente).

出版信息

Psychosom Med. 2023 Sep 1;85(7):568-576. doi: 10.1097/PSY.0000000000001236. Epub 2023 Jul 25.


DOI:10.1097/PSY.0000000000001236
PMID:37678565
Abstract

OBJECTIVE: Heart rate variability-biofeedback (HRV-BF) is an effective intervention to reduce stress and anxiety and requires accurate measures of real-time HRV. HRV can be measured through photoplethysmography (PPG) using the camera of a mobile phone. No studies have directly compared HRV-BF supported through PPG against classical electrocardiogram (ECG). The current study aimed to validate PPG HRV measurements during HRV-BF against ECG. METHODS: Fifty-seven healthy participants (70% women) with a mean (standard deviation) age of 26.70 (9.86) years received HRV-BF in the laboratory. Participants filled out questionnaires and performed five times a 5-minute diaphragmatic breathing exercise at different paces (range, ~6.5 to ~4.5 breaths/min). Four HRV indices obtained through PPG, using the Happitech software development kit, and ECG, using the validated NeXus apparatus, were calculated and compared: RMSSD, pNN50, LFpower, and HFpower. Resonance frequency (i.e., optimal breathing pace) was also compared between methods. RESULTS: All intraclass correlation coefficient values of the five different breathing paces were "near perfect" (>0.90) for all HRV indices: lnRMSSD, lnpNN50, lnLFpower, and lnHFpower. All Bland-Altman analyses (with just three incidental exceptions) showed good interchangeability of PPG- and ECG-derived HRV indices. No systematic evidence for proportional bias was found for any of the HRV indices. In addition, correspondence in resonance frequency detection was good with 76.6% agreement between PPG and ECG. CONCLUSIONS: PPG is a potentially reliable and valid method for the assessment of HRV. PPG is a promising replacement of ECG assessment to measure resonance frequency during HRV-BF.

摘要

目的:心率变异性生物反馈(HRV-BF)是一种有效减轻压力和焦虑的干预措施,需要对实时 HRV 进行准确测量。HRV 可以通过使用手机摄像头的光电容积脉搏波描记法(PPG)进行测量。目前还没有研究直接比较过基于 PPG 的 HRV-BF 与经典心电图(ECG)。本研究旨在验证基于 PPG 的 HRV-BF 期间的 PPG HRV 测量与 ECG 的一致性。

方法:57 名健康参与者(70%为女性),平均(标准差)年龄为 26.70(9.86)岁,在实验室接受 HRV-BF。参与者填写问卷并进行 5 次 5 分钟的膈式呼吸运动,呼吸频率不同(范围为6.5 至4.5 次/分钟)。使用 Happitech 软件开发工具包计算并比较通过 PPG 和 ECG 获得的四个 HRV 指数:RMSSD、pNN50、LFpower 和 HFpower。还比较了两种方法的共振频率(即最佳呼吸频率)。

结果:所有五种不同呼吸频率的所有组内相关系数值对于所有 HRV 指数均为“接近完美”(>0.90):lnRMSSD、lnpNN50、lnLFpower 和 lnHFpower。所有 Bland-Altman 分析(只有三个偶然例外)均表明 PPG 和 ECG 衍生的 HRV 指数具有良好的可互换性。对于任何 HRV 指数均未发现系统的比例偏差证据。此外,PPG 和 ECG 在共振频率检测方面具有良好的一致性,76.6%的结果一致。

结论:PPG 是评估 HRV 的一种潜在可靠和有效的方法。PPG 是 ECG 评估的有前途的替代品,可用于在 HRV-BF 期间测量共振频率。

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引用本文的文献

[1]
Ultra-short-term heart rate variability using a photoplethysmography-based smartphone application: a TeleCheck-AF subanalysis.

Eur Heart J Digit Health. 2025-4-11

[2]
Alleviating premenstrual symptoms with smartphone-based heart rate variability biofeedback training: a pilot study.

Front Digit Health. 2024-6-14

[3]
Remote Short Sessions of Heart Rate Variability Biofeedback Monitored With Wearable Technology: Open-Label Prospective Feasibility Study.

JMIR Ment Health. 2024-4-25

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