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不同种族青少年群体的心电图和光电容积脉搏波信号的迷走神经介导心率变异性的相关性。

Correspondence of parasympathetic-mediated heart rate variability derived from electrocardiogram and photoplethysmography signals in ethnically diverse adolescents.

机构信息

Texas Tech University, United States of America.

Montana State University, United States of America.

出版信息

Int J Psychophysiol. 2021 Sep;167:7-14. doi: 10.1016/j.ijpsycho.2021.06.005. Epub 2021 Jun 16.

Abstract

The reliable and valid assessment of heart rate variability (HRV) is important to understanding autonomic functioning in youth. However, use of electrocardiogram (ECG) signals to derive estimates of parasympathetic-mediated HRV may present logistical barriers in applied settings. Thus, this study investigated the concordance between high-frequency HRV [HF-HRV] and root mean square of successive differences [RMSSD] derived from ECG and photoplethysmography (PPG) signals during a video baseline, resting baseline, and mental arithmetic among an ethnically diverse sample of ninety-six youths (M = 13.84; 51% male; 62.5% ethnic minority). Results showed moderate to almost perfect agreement between PPG- and ECG- derived HF-HRV and RMSSD for video and resting baselines (Lin's correlations ranged from 0.93 to 0.99) and limits of agreement (LoA) ranging from -0.48 to 0.58 (HF-HRV) and - 11.37 to 9.32 (RMSSD). Conversely, we found poor to moderate agreement for the mental arithmetic task (Lin's correlations ranged from 0.88 to 0.91) and LoA ranging from -0.68 + 0.94 (HF-HRV) and - 17.58 + 20.69 (RMSSD), though we did find ethnic minority youth had higher and moderate Lin's correlations (0.93 to 0.94). Overall, there was a bias towards higher HF-HRV and RMSSD values with PPG. Findings suggest that PPG-derived HF-HRV and RMSSD may be viable alternatives for ECG in baseline conditions, but tasks requiring movement or eliciting mild stress responses may result in less than perfect values and missing data patterns. It is imperative that future studies replicate these findings in other ethnically diverse youth samples and expand to younger children and applied settings.

摘要

心率变异性(HRV)的可靠和有效评估对于理解年轻人的自主功能很重要。然而,在应用环境中,使用心电图(ECG)信号来估计副交感神经介导的 HRV 可能存在后勤障碍。因此,本研究调查了在视频基线、休息基线和心算期间,来自心电图和光电容积脉搏波(PPG)信号的高频 HRV[HF-HRV]和均方根差的连续差异[RMSSD]之间的一致性,该研究纳入了一个种族多样化的 96 名青少年样本(M=13.84;51%为男性;62.5%为少数民族)。结果表明,PPG 和 ECG 衍生的 HF-HRV 和 RMSSD 在视频和休息基线之间具有中等至几乎完美的一致性(Lin 相关性范围为 0.93 至 0.99),且一致性界限(LoA)范围为-0.48 至 0.58(HF-HRV)和-11.37 至 9.32(RMSSD)。相反,我们发现心算任务的一致性较差到中等(Lin 相关性范围为 0.88 至 0.91),LoA 范围为-0.68+0.94(HF-HRV)和-17.58+20.69(RMSSD),尽管我们确实发现少数民族青少年的 Lin 相关性更高且处于中等水平(0.93 至 0.94)。总体而言,PPG 得到的 HF-HRV 和 RMSSD 值存在偏高的趋势。研究结果表明,在基线条件下,PPG 衍生的 HF-HRV 和 RMSSD 可能是 ECG 的可行替代方法,但需要运动或引起轻度应激反应的任务可能会导致结果不够完美和数据缺失模式。未来的研究必须在其他种族多样化的青少年样本中复制这些发现,并扩展到年龄更小的儿童和应用环境。

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