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一款用于量化心率变异性的开源生物传感板的有效性和可靠性。

The validity and reliability of an open source biosensing board to quantify heart rate variability.

作者信息

Burma Joel S, Lapointe Andrew P, Soroush Ateyeh, Oni Ibukunoluwa K, Smirl Jonathan D, Dunn Jeff F

机构信息

Cerebrovascular Concussion Laboratory, University of Calgary, Alberta, Canada.

Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada.

出版信息

Heliyon. 2021 May 27;7(6):e07148. doi: 10.1016/j.heliyon.2021.e07148. eCollection 2021 Jun.

Abstract

BACKGROUND

Heart rate variability (HRV) is a popular tool to quantify autonomic function. However, this typically requires an expensive 3-12 lead electrocardiogram (ECG) and BioAmp system. This investigation sought to determine the validity and reliability of an OpenBCI cyton biosensing board (open source) for accurately quantifying HRV.

NEW METHOD

A cyton board with a 3-lead ECG was employed to acquire heart rate waveform data, which was processed to obtain HRV within both time- and frequency-domains. The concurrent validity was compared to a simultaneous recording from an industry-standard 3-lead ECG (ADInstruments) (n = 15). The reliability of the cyton board was compared between three days within a 7-day timespan (n = 10). Upright quiet-stance short-term HRV metrics were quantified in time- and frequency-domains.

RESULTS

The two devices displayed excellent limits of agreements (all log mean differences ±0.4) and very high between-device variable associations (all > 0.98). Between the three time points in the same subjects, no differences were noted within time- (all > 0.71) or frequency-domains (all > 0.88) across testing points. Finally, all HRV metrics exhibited excellent levels of reliability through high Cronbach's Alpha (all ≥0.916) and intraclass correlation coefficients (all ≥0.930); and small standard error of the measurement (all ≤0.7) and typical error of the measurement (all ≤0.1) metrics.

COMPARISON WITH EXISTING METHODS

The cyton board with 3-lead ECG was compared with an industry-standard ADInstruments ECG during HRV assessments. There were no significant differences between devices with respect to time- and frequency-domains. The cyton board displayed high-levels of between-day reliability and provided values harmonious to previous ECG literature highlighting the applicability for longitudinal studies.

CONCLUSION

With proper background knowledge regarding ECG principles and a small degree of set-up complexity, an open source cyton board can be created and employed to perform multimodal HRV assessments at a fraction of the cost (~4%) of an industry-standard ECG setup.

摘要

背景

心率变异性(HRV)是一种用于量化自主神经功能的常用工具。然而,这通常需要昂贵的3 - 12导联心电图(ECG)和生物放大器系统。本研究旨在确定OpenBCI cyton生物传感板(开源)在准确量化HRV方面的有效性和可靠性。

新方法

采用带有3导联ECG的cyton板采集心率波形数据,并对其进行处理以在时域和频域内获得HRV。将同时效度与来自行业标准3导联ECG(ADInstruments)的同步记录进行比较(n = 15)。在7天时间跨度内的三天之间比较cyton板的可靠性(n = 10)。在时域和频域中对直立安静姿势下的短期HRV指标进行量化。

结果

两种设备显示出极好的一致性界限(所有对数平均差异±0.4)以及设备间变量的高度相关性(所有相关系数> 0.98)。在同一受试者的三个时间点之间,在测试点的时域(所有相关系数> 0.71)或频域(所有相关系数> 0.88)内未发现差异。最后,所有HRV指标通过高克朗巴哈系数(所有系数≥0.916)和组内相关系数(所有系数≥0.930)表现出极好的可靠性水平;以及小的测量标准误差(所有误差≤0.7)和测量典型误差(所有误差≤0.1)指标。

与现有方法的比较

在HRV评估期间,将带有3导联ECG的cyton板与行业标准的ADInstruments ECG进行比较。在时域和频域方面,设备之间没有显著差异。cyton板显示出高水平的日间可靠性,并提供了与先前ECG文献一致的值,突出了其在纵向研究中的适用性。

结论

凭借关于ECG原理的适当背景知识和一定程度的设置复杂性,开源cyton板可以被创建并用于以行业标准ECG设置成本的一小部分(约4%)进行多模式HRV评估。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088c/8173091/4e4ff43fd9c7/gr1.jpg

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