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智能手机在抗阻运动前后心率变异性的有效性。

Validity of Smartphone Heart Rate Variability Pre- and Post-Resistance Exercise.

机构信息

Program in Physical Therapy, Washington University School of Medicine, St. Louis, MO 63110, USA.

Department of Kinesiology, University of Alabama, Tuscaloosa, AL 35487, USA.

出版信息

Sensors (Basel). 2020 Oct 9;20(20):5738. doi: 10.3390/s20205738.

Abstract

The aim was to examine the validity of heart rate variability (HRV) measurements from photoplethysmography (PPG) via a smartphone application pre- and post-resistance exercise (RE) and to examine the intraday and interday reliability of the smartphone PPG method. Thirty-one adults underwent two simultaneous ultrashort-term electrocardiograph (ECG) and PPG measurements followed by 1-repetition maximum testing for back squats, bench presses, and bent-over rows. The participants then performed RE, where simultaneous ultrashort-term ECG and PPG measurements were taken: two pre- and one post-exercise. The natural logarithm of the root mean square of successive normal-to-normal (R-R) differences (LnRMSSD) values were compared with paired-sample -tests, Pearson product correlations, Cohen's effect sizes (ESs), and Bland-Altman analysis. Intra-class correlations (ICC) were determined between PPG LnRMSSDs. Significant, small-moderate differences were found for all measurements between ECG and PPG: Base (ES = 0.42), Base (0.30), RE (0.26), RE (0.36), and RE (1.14). The correlations ranged from moderate to very large: Base ( = 0.59), Base ( = 0.63), RE ( = 0.63), RE ( = 0.76), and RE ( = 0.41)-all < 0.05. The agreement for all the measurements was "moderate" (0.10-0.16). The PPG LnRMSSD exhibited "nearly-perfect" intraday reliability (ICC = 0.91) and "very large" interday reliability (0.88). The smartphone PPG was comparable to the ECG for measuring HRV at rest, but with larger error after resistance exercise.

摘要

目的是检验智能手机应用程序中通过光体积描记法(PPG)测量心率变异性(HRV)在抗阻运动(RE)前后的有效性,并检验智能手机 PPG 方法的日内和日间可靠性。31 名成年人同时进行超短期心电图(ECG)和 PPG 测量,然后进行 1 次最大重复测试,测试动作包括深蹲、卧推和俯身划船。然后,参与者进行 RE,同时进行超短期 ECG 和 PPG 测量:运动前进行 2 次,运动后进行 1 次。比较了自然对数的均方根差的连续正常到正常(R-R)差异(LnRMSSD)值与配对样本 t 检验、Pearson 积差相关、Cohen's 效应大小(ES)和 Bland-Altman 分析。还确定了 PPG LnRMSSD 之间的组内相关系数(ICC)。ECG 和 PPG 之间的所有测量均存在显著的小到中度差异:基础(ES = 0.42)、基础(0.30)、RE(0.26)、RE(0.36)和 RE(1.14)。相关性从中度到非常大:基础( = 0.59)、基础( = 0.63)、RE( = 0.63)、RE( = 0.76)和 RE( = 0.41),所有都 < 0.05。所有测量的一致性为“中度”(0.10-0.16)。PPG LnRMSSD 表现出“几乎完美”的日内可靠性(ICC = 0.91)和“非常大”的日间可靠性(0.88)。智能手机 PPG 在测量静息时的 HRV 方面与 ECG 相当,但在抗阻运动后误差更大。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c905/7600564/d40440868ae2/sensors-20-05738-g001.jpg

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