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