Validation of a smart shirt for heart rate variability measurements at rest and during exercise

被引:3
作者
Schams, Peter [1 ]
Feodoroff, Boris [1 ]
Zacher, Jonas [2 ]
Eibl, Angi [2 ]
Froboese, Ingo [1 ]
机构
[1] German Sport Univ Cologne, Inst Movement Therapy & Movement Oriented Prevent, D-50933 Cologne, Germany
[2] German Sport Univ Cologne, Inst Cardiol & Sports Med, Cologne, Germany
关键词
bicycle ergometer; comparison study; ECG; heart rate monitor; HRV; incremental exercise test; measurement accuracy; ECG; RELIABILITY; RELEVANT; RECOVERY; SYSTEM; LOAD;
D O I
10.1111/cpf.12746
中图分类号
Q4 [生理学];
学科分类号
071003 ;
摘要
Heart rate variability (HRV) monitoring is a promising option to estimate the autonomic nervous system regulation responding to exercise. Textiles with embedded sensors recording heartbeat intervals are a simple tool for data collection. The so-called smart shirts offer comfort for daily use and are managed easily. Their measurement accuracy for HRV calculation at rest is promising, but remains questionable during exercise. Therefore, the present study validated the Ambiotex smart shirt using HRV indices (root mean square of successive differences, rel. HF power [high-frequency power percentage of total power] and rel. LF [low-frequency power percentage of total power] power) during exercise. Eighty-three healthy participants (31 +/- 6 years; 39 females, 44 males) completed an incremental exercise test on a bicycle ergometer wearing the smart shirt and an electrocardiogram simultaneously. We compared HRV indices of segments at rest (5 min), at warm-up (3 min) and twice at the exercise test (each 5 min). At rest and at warm-up, we observed excellent linear relationship (r > 0.96; R-2 > 0.94), excellent relative reliability (intraclass correlation coefficient >= 0.98; alpha >= 0.98) and acceptable agreement (bias < 10%). During the exercise test, measurement accuracy declined with increasing intensity but remained high (>0.8), although results for partial HRV indices were insufficient. In addition, percentage bias was unacceptable during an exercise test. However, the findings support the validity of the smart shirt for measuring HRV, especially at rest and at warm-up. We suggest using the smart shirt for monitoring HRV indices on a daily basis, but caution should be taken in the interpretation of HRV indices obtained during moderate to vigorous exercise intensities.
引用
收藏
页码:190 / 199
页数:10
相关论文
共 46 条
[1]   Comparative Analysis of the Equivital EQ02 Lifemonitor with Holter Ambulatory ECG Device for Continuous Measurement of ECG, Heart Rate, and Heart Rate Variability: A Validation Study for Precision and Accuracy [J].
Akintola, Abimbola A. ;
van de Pol, Vera ;
Bimmel, Daniel ;
Maan, Arie C. ;
van Heemst, Diana .
FRONTIERS IN PHYSIOLOGY, 2016, 7
[2]   Statistical methods for assessing measurement error (reliability) in variables relevant to sports medicine [J].
Atkinson, G ;
Nevill, AM .
SPORTS MEDICINE, 1998, 26 (04) :217-238
[3]   Clinician's Guide to Cardiopulmonary Exercise Testing in Adults A Scientific Statement From the American Heart Association [J].
Balady, Gary J. ;
Arena, Ross ;
Sietsema, Kathy ;
Myers, Jonathan ;
Coke, Lola ;
Fletcher, Gerald F. ;
Forman, Daniel ;
Franklin, Barry ;
Guazzi, Marco ;
Gulati, Martha ;
Keteyian, Steven J. ;
Lavie, Carl J. ;
Macko, Richard ;
Mancini, Donna ;
Milani, Richard V. .
CIRCULATION, 2010, 122 (02) :191-225
[4]   Study design and rationale for biomedical shirt-based electrocardiography monitoring in relevant clinical situations: ECG-shirt study [J].
Balsam, Pawel ;
Lodzinski, Piotr ;
Tyminska, Agata ;
Ozieranski, Krzysztof ;
Januszkiewicz, Lukasz ;
Glowczynska, Renata ;
Wesolowska, Katarzyna ;
Peller, Michal ;
Pietrzak, Radoslaw ;
Ksiazczyk, Tomasz ;
Borodzicz, Sonia ;
Koltowski, Lukasz ;
Borkowski, Mariusz ;
Werner, Bozena ;
Opolski, Grzegorz ;
Grabowski, Marcin .
CARDIOLOGY JOURNAL, 2018, 25 (01) :52-59
[5]   Agreement between methods of measurement with multiple observations per individual [J].
Bland, J. Martin ;
Altman, Douglas G. .
JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2007, 17 (04) :571-582
[6]  
Board E.M., 2016, Journal of Exercise Physiology Online, V19, P64
[7]   Cardiac parasympathetic regulation: respective associations with cardiorespiratory fitness and training load [J].
Buchheit, Martin ;
Gindre, Cyrille .
AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY, 2006, 291 (01) :H451-H458
[8]   Monitoring training status ith HR measures: do all roads lead to Rome? [J].
Buchheit, Martin .
FRONTIERS IN PHYSIOLOGY, 2014, 5
[9]  
Camm AJ, 1996, CIRCULATION, V93, P1043
[10]   PARASYMPATHETIC NERVOUS ACTIVITY MIRRORS RECOVERY STATUS IN WEIGHTLIFTING PERFORMANCE AFTER TRAINING [J].
Chen, Jui-Lien ;
Yeh, Ding-Peng ;
Lee, Jo-Ping ;
Chen, Chung-Yu ;
Huang, Chih-Yang ;
Lee, Shin-Da ;
Chen, Chiu-Chou ;
Kuo, Terry B. J. ;
Kao, Chung-Lan ;
Kuo, Chia-Hua .
JOURNAL OF STRENGTH AND CONDITIONING RESEARCH, 2011, 25 (06) :1546-1552