Is the algorithm used to process heart rate variability data clinically relevant? Analysis in male adolescents

Detalhes bibliográficos
Autor(a) principal: Germano Soares, Antonio Henrique
Data de Publicação: 2016
Outros Autores: Farah, Breno Quintella, Cucato, Gabriel Grizzo, Albanez Bastos-Filho, Carmelo Jose, Destro Christofaro, Diego Giulliano [UNESP], Marques Vanderlei, Luiz Carlos [UNESP], Rodrigues de Andrade Lima, Aluisio Henrique, Ritti-Dias, Raphael Mendes
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1590/S1679-45082016AO3683
http://hdl.handle.net/11449/159139
Resumo: Objective: To analyze whether the algorithm used for the heart rate variability assessment (fast Fourier transform versus autoregressive methods) influenced its association with cardiovascular risk factors in male adolescents. Methods: This cross-sectional study included 1,152 male adolescents (aged 14 to 19 years). The low frequency, high frequency components (absolute numbers and normalized units), low frequency/high frequency ratio, and total power of heart rate variability parameters were obtained using the fast Fourier transform and autoregressive methods, while the adolescents were resting in a supine position. Results: All heart rate variability parameters calculated from both methods were different (p<0.05). However, a low effect size (<0.1) was found for all parameters. The intra-class correlation between methods ranged from 0.96 to 0.99, whereas the variation coefficient ranged from 7.4 to 14.8%. Furthermore, waist circumference was negatively associated with high frequency, and positively associated with low frequency and sympatovagal balance (p<0.001 for both fast Fourier transform and autoregressive methods in all associations). Systolic blood pressure was negatively associated with total power and high frequency, whereas it was positively associated with low frequency and sympatovagal balance (p<0.001 for both fast Fourier transform and autoregressive methods in all associations). Body mass index was negatively associated with high frequency, while it was positively associated with low frequency and sympatovagal balance (p values ranged from <0.001 to 0.007). Conclusion: There are significant differences in heart rate variability parameters obtained with the fast Fourier transform and autoregressive methods in male adolescent; however, these differences are not clinically significant.
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spelling Is the algorithm used to process heart rate variability data clinically relevant? Analysis in male adolescentsAutonomic nervous systemAdolescentHeart rate/physiologyCardiovascular systemObjective: To analyze whether the algorithm used for the heart rate variability assessment (fast Fourier transform versus autoregressive methods) influenced its association with cardiovascular risk factors in male adolescents. Methods: This cross-sectional study included 1,152 male adolescents (aged 14 to 19 years). The low frequency, high frequency components (absolute numbers and normalized units), low frequency/high frequency ratio, and total power of heart rate variability parameters were obtained using the fast Fourier transform and autoregressive methods, while the adolescents were resting in a supine position. Results: All heart rate variability parameters calculated from both methods were different (p<0.05). However, a low effect size (<0.1) was found for all parameters. The intra-class correlation between methods ranged from 0.96 to 0.99, whereas the variation coefficient ranged from 7.4 to 14.8%. Furthermore, waist circumference was negatively associated with high frequency, and positively associated with low frequency and sympatovagal balance (p<0.001 for both fast Fourier transform and autoregressive methods in all associations). Systolic blood pressure was negatively associated with total power and high frequency, whereas it was positively associated with low frequency and sympatovagal balance (p<0.001 for both fast Fourier transform and autoregressive methods in all associations). Body mass index was negatively associated with high frequency, while it was positively associated with low frequency and sympatovagal balance (p values ranged from <0.001 to 0.007). Conclusion: There are significant differences in heart rate variability parameters obtained with the fast Fourier transform and autoregressive methods in male adolescent; however, these differences are not clinically significant.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Univ Pernambuco, Recife, PE, BrazilHosp Israelita Albert Einstein, Sao Paulo, SP, BrazilUniv Estadual Paulista, Presidente Prudente, SP, BrazilUniv Sao Paulo, Sao Paulo, SP, BrazilUniv Estadual Paulista, Presidente Prudente, SP, BrazilInst Israelita Ensino & Pesquisa Albert EinsteinUniv PernambucoHosp Israelita Albert EinsteinUniversidade Estadual Paulista (Unesp)Universidade de São Paulo (USP)Germano Soares, Antonio HenriqueFarah, Breno QuintellaCucato, Gabriel GrizzoAlbanez Bastos-Filho, Carmelo JoseDestro Christofaro, Diego Giulliano [UNESP]Marques Vanderlei, Luiz Carlos [UNESP]Rodrigues de Andrade Lima, Aluisio HenriqueRitti-Dias, Raphael Mendes2018-11-26T15:31:33Z2018-11-26T15:31:33Z2016-04-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article196-201application/pdfhttp://dx.doi.org/10.1590/S1679-45082016AO3683Einstein-sao Paulo. Sao Paulo Sp: Inst Israelita Ensino & Pesquisa Albert Einstein, v. 14, n. 2, p. 196-201, 2016.1679-4508http://hdl.handle.net/11449/15913910.1590/S1679-45082016AO3683S1679-45082016000200013WOS:000385717300013S1679-45082016000200013.pdfWeb of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengEinstein-sao Paulo0,248info:eu-repo/semantics/openAccess2024-01-20T06:32:39Zoai:repositorio.unesp.br:11449/159139Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T23:29:59.207513Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Is the algorithm used to process heart rate variability data clinically relevant? Analysis in male adolescents
title Is the algorithm used to process heart rate variability data clinically relevant? Analysis in male adolescents
spellingShingle Is the algorithm used to process heart rate variability data clinically relevant? Analysis in male adolescents
Germano Soares, Antonio Henrique
Autonomic nervous system
Adolescent
Heart rate/physiology
Cardiovascular system
title_short Is the algorithm used to process heart rate variability data clinically relevant? Analysis in male adolescents
title_full Is the algorithm used to process heart rate variability data clinically relevant? Analysis in male adolescents
title_fullStr Is the algorithm used to process heart rate variability data clinically relevant? Analysis in male adolescents
title_full_unstemmed Is the algorithm used to process heart rate variability data clinically relevant? Analysis in male adolescents
title_sort Is the algorithm used to process heart rate variability data clinically relevant? Analysis in male adolescents
author Germano Soares, Antonio Henrique
author_facet Germano Soares, Antonio Henrique
Farah, Breno Quintella
Cucato, Gabriel Grizzo
Albanez Bastos-Filho, Carmelo Jose
Destro Christofaro, Diego Giulliano [UNESP]
Marques Vanderlei, Luiz Carlos [UNESP]
Rodrigues de Andrade Lima, Aluisio Henrique
Ritti-Dias, Raphael Mendes
author_role author
author2 Farah, Breno Quintella
Cucato, Gabriel Grizzo
Albanez Bastos-Filho, Carmelo Jose
Destro Christofaro, Diego Giulliano [UNESP]
Marques Vanderlei, Luiz Carlos [UNESP]
Rodrigues de Andrade Lima, Aluisio Henrique
Ritti-Dias, Raphael Mendes
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Univ Pernambuco
Hosp Israelita Albert Einstein
Universidade Estadual Paulista (Unesp)
Universidade de São Paulo (USP)
dc.contributor.author.fl_str_mv Germano Soares, Antonio Henrique
Farah, Breno Quintella
Cucato, Gabriel Grizzo
Albanez Bastos-Filho, Carmelo Jose
Destro Christofaro, Diego Giulliano [UNESP]
Marques Vanderlei, Luiz Carlos [UNESP]
Rodrigues de Andrade Lima, Aluisio Henrique
Ritti-Dias, Raphael Mendes
dc.subject.por.fl_str_mv Autonomic nervous system
Adolescent
Heart rate/physiology
Cardiovascular system
topic Autonomic nervous system
Adolescent
Heart rate/physiology
Cardiovascular system
description Objective: To analyze whether the algorithm used for the heart rate variability assessment (fast Fourier transform versus autoregressive methods) influenced its association with cardiovascular risk factors in male adolescents. Methods: This cross-sectional study included 1,152 male adolescents (aged 14 to 19 years). The low frequency, high frequency components (absolute numbers and normalized units), low frequency/high frequency ratio, and total power of heart rate variability parameters were obtained using the fast Fourier transform and autoregressive methods, while the adolescents were resting in a supine position. Results: All heart rate variability parameters calculated from both methods were different (p<0.05). However, a low effect size (<0.1) was found for all parameters. The intra-class correlation between methods ranged from 0.96 to 0.99, whereas the variation coefficient ranged from 7.4 to 14.8%. Furthermore, waist circumference was negatively associated with high frequency, and positively associated with low frequency and sympatovagal balance (p<0.001 for both fast Fourier transform and autoregressive methods in all associations). Systolic blood pressure was negatively associated with total power and high frequency, whereas it was positively associated with low frequency and sympatovagal balance (p<0.001 for both fast Fourier transform and autoregressive methods in all associations). Body mass index was negatively associated with high frequency, while it was positively associated with low frequency and sympatovagal balance (p values ranged from <0.001 to 0.007). Conclusion: There are significant differences in heart rate variability parameters obtained with the fast Fourier transform and autoregressive methods in male adolescent; however, these differences are not clinically significant.
publishDate 2016
dc.date.none.fl_str_mv 2016-04-01
2018-11-26T15:31:33Z
2018-11-26T15:31:33Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1590/S1679-45082016AO3683
Einstein-sao Paulo. Sao Paulo Sp: Inst Israelita Ensino & Pesquisa Albert Einstein, v. 14, n. 2, p. 196-201, 2016.
1679-4508
http://hdl.handle.net/11449/159139
10.1590/S1679-45082016AO3683
S1679-45082016000200013
WOS:000385717300013
S1679-45082016000200013.pdf
url http://dx.doi.org/10.1590/S1679-45082016AO3683
http://hdl.handle.net/11449/159139
identifier_str_mv Einstein-sao Paulo. Sao Paulo Sp: Inst Israelita Ensino & Pesquisa Albert Einstein, v. 14, n. 2, p. 196-201, 2016.
1679-4508
10.1590/S1679-45082016AO3683
S1679-45082016000200013
WOS:000385717300013
S1679-45082016000200013.pdf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Einstein-sao Paulo
0,248
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 196-201
application/pdf
dc.publisher.none.fl_str_mv Inst Israelita Ensino & Pesquisa Albert Einstein
publisher.none.fl_str_mv Inst Israelita Ensino & Pesquisa Albert Einstein
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
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