Wrist-Based Photoplethysmography Assessment of Heart Rate and Heart Rate Variability: Validation of WHOOP.
agreement
autonomic nervous system
electrocardiogram
Journal
Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366
Informations de publication
Date de publication:
20 05 2021
20 05 2021
Historique:
received:
09
04
2021
revised:
10
05
2021
accepted:
14
05
2021
entrez:
2
6
2021
pubmed:
3
6
2021
medline:
5
6
2021
Statut:
epublish
Résumé
Heart rate (HR) and HR variability (HRV) infer readiness to perform exercise in athletic populations. Technological advancements have facilitated HR and HRV quantification via photoplethysmography (PPG). This study evaluated the validity of WHOOP's PPG-derived HR and HRV against electrocardiogram-derived (ECG) measures. HR and HRV were assessed via WHOOP and ECG over 15 opportunities. WHOOP-derived pulse-to-pulse (PP) intervals were edited with WHOOP's proprietary filter, in addition to various filter strengths via Kubios HRV software. HR and HRV (Ln RMSSD) were quantified for each filter strength. Agreement was assessed via bias and limits of agreement (LOA), and contextualised using smallest worthwhile change (SWC) and coefficient of variation (CV). Regardless of filter strength, bias (≤0.39 ± 0.38%) and LOA (≤1.56%) in HR were lower than the CV (10-11%) and SWC (5-5.5%) for this parameter. For Ln RMSSD, bias (1.66 ± 1.80%) and LOA (±5.93%) were lowest for a 200 ms filter and WHOOP's proprietary filter, which approached or exceeded the CV (3-13%) and SWC (1.5-6.5%) for this parameter. Acceptable agreement was found between WHOOP- and ECG-derived HR. Bias and LOA in Ln RMSSD approached or exceeded the SWC/CV for this variable and should be interpreted against its own level of bias precision.
Identifiants
pubmed: 34065516
pii: s21103571
doi: 10.3390/s21103571
pmc: PMC8160717
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Subventions
Organisme : Centre of Excellence for Environmental Decisions, Australian Research Council
ID : DP160104909
Commentaires et corrections
Type : ErratumIn
Références
Med Sci Sports Exerc. 2017 Dec;49(12):2600-2607
pubmed: 29135785
Med Biol Eng Comput. 2006 Jun;44(6):471-8
pubmed: 16937198
Med Sci Sports Exerc. 2009 Jan;41(1):3-13
pubmed: 19092709
J Clin Endocrinol Metab. 1999 Aug;84(8):2686-90
pubmed: 10443660
Int J Psychophysiol. 2013 Sep;89(3):297-304
pubmed: 23751411
Sports Med. 2016 Oct;46(10):1461-86
pubmed: 26888648
Med Biol Eng Comput. 2006 Apr;44(4):331-7
pubmed: 16937174
Clin Neurophysiol. 2004 Jan;115(1):19-28
pubmed: 14706465
Physiol Meas. 2009 Dec;30(12):1357-69
pubmed: 19864707
Int J Environ Res Public Health. 2020 Jan 26;17(3):
pubmed: 31991887
Sports Med. 2008;38(8):633-46
pubmed: 18620464
World J Biol Psychiatry. 2010 Jun;11 Suppl 1:22-8
pubmed: 20509829
J Sports Sci. 2020 Nov;38(22):2631-2636
pubmed: 32713257
J Hum Kinet. 2013 Dec 31;39:85-92
pubmed: 24511344
J Sports Sci. 1998 Jan;16 Suppl:S3-7
pubmed: 22587712
Int J Sports Physiol Perform. 2018 May 1;13(5):638-644
pubmed: 29345542
Sports Med. 2003;33(7):517-38
pubmed: 12762827
J Strength Cond Res. 2020 Oct;34(10):2974-2981
pubmed: 30601391
J Clin Sleep Med. 2017 May 15;13(5):665-666
pubmed: 28416048
Physiol Meas. 2010 Sep;31(9):1271-90
pubmed: 20702919
Physiol Meas. 2001 Aug;22(3):425-32
pubmed: 11556663
Front Physiol. 2014 Feb 27;5:73
pubmed: 24578692
Front Physiol. 2012 Mar 09;3:45
pubmed: 22416233
Int J Sports Physiol Perform. 2015 Nov;10(8):994-1000
pubmed: 25756657
N Engl J Med. 1993 Feb 4;328(5):303-7
pubmed: 8419815
Eur Heart J. 1996 Mar;17(3):354-81
pubmed: 8737210
Sports Med. 2014 May;44 Suppl 1:S13-23
pubmed: 24791913
Int J Sports Med. 2011 Aug;32(8):598-605
pubmed: 21574126
Int J Sports Physiol Perform. 2017 Nov 1;12(10):1324-1328
pubmed: 28290720
J Sports Sci. 2019 Apr;37(8):895-901
pubmed: 30326780
Sensors (Basel). 2018 Mar 13;18(3):
pubmed: 29533990
Chronobiol Int. 2019 Jul;36(7):927-933
pubmed: 30990098
Med Biol Eng Comput. 2019 Jun;57(6):1247-1263
pubmed: 30730027
J Med Eng Technol. 2008 Nov-Dec;32(6):479-84
pubmed: 18663635
Science. 1981 Dec 11;214(4526):1253-4
pubmed: 7302594
Int J Sports Physiol Perform. 2014 Sep;9(5):783-90
pubmed: 24334285
J Sci Med Sport. 2019 Feb;22(2):222-226
pubmed: 30055959