Effects of ECG Data Length on Heart Rate Variability among Young Healthy Adults.
autonomic nervous system
chaos
electrocardiography ECG
fluctuations
heart rate variability
nonlinear analysis
Journal
Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366
Informations de publication
Date de publication:
19 Sep 2021
19 Sep 2021
Historique:
received:
01
08
2021
revised:
02
09
2021
accepted:
14
09
2021
entrez:
28
9
2021
pubmed:
29
9
2021
medline:
30
9
2021
Statut:
epublish
Résumé
The relationship between the robustness of HRV derived by linear and nonlinear methods to the required minimum data lengths has yet to be well understood. The normal electrocardiography (ECG) data of 14 healthy volunteers were applied to 34 HRV measures using various data lengths, and compared with the most prolonged (2000 R peaks or 750 s) by using the Mann-Whitney U test, to determine the 0.05 level of significance. We found that SDNN, RMSSD, pNN50, normalized LF, the ratio of LF and HF, and SD1 of the Poincaré plot could be adequately computed by small data size (60-100 R peaks). In addition, parameters of RQA did not show any significant differences among 60 and 750 s. However, longer data length (1000 R peaks) is recommended to calculate most other measures. The DFA and Lyapunov exponent might require an even longer data length to show robust results. Conclusions: Our work suggests the optimal minimum data sizes for different HRV measures which can potentially improve the efficiency and save the time and effort for both patients and medical care providers.
Identifiants
pubmed: 34577492
pii: s21186286
doi: 10.3390/s21186286
pmc: PMC8472063
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Références
Clin Sci (Lond). 1996 Aug;91(2):201-8
pubmed: 8795444
Am J Physiol. 1996 Jul;271(1 Pt 2):H244-52
pubmed: 8760181
J Appl Physiol (1985). 1994 Feb;76(2):965-73
pubmed: 8175612
J Clin Monit Comput. 2013 Oct;27(5):569-76
pubmed: 23674071
PLoS One. 2019 Aug 9;14(8):e0220692
pubmed: 31398196
Entropy (Basel). 2018 Dec 11;20(12):
pubmed: 33266676
Med Biol Eng Comput. 2019 Apr;57(4):759-764
pubmed: 30392162
Proc Natl Acad Sci U S A. 1991 Mar 15;88(6):2297-301
pubmed: 11607165
Med Biol Eng Comput. 2006 Sep;44(9):747-56
pubmed: 16960742
Entropy (Basel). 2018 Oct;20(10):
pubmed: 30853788
Phys Rev E Stat Nonlin Soft Matter Phys. 2006 Dec;74(6 Pt 2):066204
pubmed: 17280136
PLoS One. 2011 Mar 17;6(3):e17696
pubmed: 21437281
Am Heart J. 2000 Oct;140(4 Suppl):77-83
pubmed: 11011352
Ann Biomed Eng. 2013 Feb;41(2):349-65
pubmed: 23064819
Int J Hepatol. 2016;2016:5160754
pubmed: 28053786
PLoS One. 2015 Sep 28;10(9):e0138921
pubmed: 26414314
Chaos. 2009 Jun;19(2):028506
pubmed: 19566281
Chaos. 1995 Mar;5(1):110-117
pubmed: 12780163
Int J Cardiol. 2010 May 28;141(2):122-31
pubmed: 19910061
Mov Disord. 2010 Oct 30;25(14):2296-303
pubmed: 20976736
Circulation. 1996 Mar 1;93(5):1043-65
pubmed: 8598068
J Am Geriatr Soc. 2005 Dec;53(12):2135-9
pubmed: 16398898
J Neuroeng Rehabil. 2018 Dec 12;15(1):116
pubmed: 30541587
Clin Physiol. 2001 Sep;21(5):594-604
pubmed: 11576161
Am J Physiol Heart Circ Physiol. 2000 Jun;278(6):H2039-49
pubmed: 10843903
Phys Rev E Stat Nonlin Soft Matter Phys. 2005 Feb;71(2 Pt 1):021906
pubmed: 15783351
Medicine (Baltimore). 2017 May;96(18):e6523
pubmed: 28471954
Am Heart J. 2008 Oct;156(4):759.e1-7
pubmed: 18926158
Indian Pacing Electrophysiol J. 2005 Jul 01;5(3):210-20
pubmed: 16943869
Med Biol Eng Comput. 2002 Jul;40(4):408-14
pubmed: 12227627
Annu Int Conf IEEE Eng Med Biol Soc. 2007;2007:4656-9
pubmed: 18003044
J Int Med Res. 2006 May-Jun;34(3):291-6
pubmed: 16866023
Entropy (Basel). 2020 Mar 09;22(3):
pubmed: 33286083
Telemed J E Health. 2015 May;21(5):404-14
pubmed: 25807067
Front Psychiatry. 2014 Jul 11;5:80
pubmed: 25071612
Am J Physiol. 1993 Mar;264(3 Pt 2):R638-46
pubmed: 8457020
Sensors (Basel). 2020 Feb 13;20(4):
pubmed: 32069937
Front Public Health. 2017 Sep 28;5:258
pubmed: 29034226
Conf Proc IEEE Eng Med Biol Soc. 2005;2005:4212-5
pubmed: 17281163
IEEE Trans Biomed Eng. 2009 Sep;56(9):2202-13
pubmed: 19457745
Int J Obes Relat Metab Disord. 1993 Jan;17(1):21-3
pubmed: 8383637
Eur Heart J. 2004 Mar;25(5):363-70
pubmed: 15033247
Br Heart J. 1991 Feb;65(2):84-8
pubmed: 1867951
Chaos. 1995;5(1):82-7
pubmed: 11538314
Alzheimer Dis Assoc Disord. 1998 Dec;12(4):356-61
pubmed: 9876965
Comput Methods Programs Biomed. 2017 Sep;148:71-80
pubmed: 28774440
Chaos. 2009 Mar;19(1):013123
pubmed: 19334987
IEEE Trans Biomed Eng. 2016 Feb;63(2):423-30
pubmed: 26241969
Phys Rev A. 1992 Mar 15;45(6):3403-3411
pubmed: 9907388
Clin Neurophysiol. 2008 May;119(5):1071-81
pubmed: 18308624
Brain Behav Immun. 2019 Aug;80:219-226
pubmed: 30872091
Phys Rev Lett. 2002 Aug 5;89(6):068102
pubmed: 12190613
Ann Noninvasive Electrocardiol. 2011 Apr;16(2):117-22
pubmed: 21496161