Heart rate variability analysis by chaotic global techniques in children with attention deficit hyperactivity disorder
Autor(a) principal: | |
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Data de Publicação: | 2016 |
Outros Autores: | , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1002/cplx.21700 http://hdl.handle.net/11449/173244 |
Resumo: | Attention deficit hyperactivity disorder (ADHD) is characterized by decreased attention span, impulsiveness, and hyperactivity. Autonomic nervous system imbalance was previously described in this population. We aim to compare the autonomic function of children with ADHD and controls by analyzing heart rate variability (HRV). Children with ADHD (22 boys, mean age 9.964 years) and 28 controls (15 boys, mean age 9.857 years) rested in supine position with spontaneous breathing for 20 min. Heart rate was recorded beat by beat. HRV analysis was performed by use of chaotic global techniques. ADHD promoted an increase in the chaotic forward parameter. The algorithm which applied all three chaotic global parameters was only the second optimum statistically measured by Kruskal–Wallis (P < 0.0001) and low standard deviations. It was also highly influential by principal component analysis with almost all variation covered by the first two components. The third algorithm which lacked the (high spectral Detrended Fluctuation Analysis) parameter performed best statistically. However, we chose the algorithm which applied all three chaotic globals due to previous studies mentioned in the text—forward and inverse problems. Comparison of the autonomic function by analyzing HRV with chaotic global techniques suggests an increase in chaotic activity in children with ADHD in relation to the control group. © 2015 Wiley Periodicals, Inc. Complexity 21: 412–419, 2016. |
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Heart rate variability analysis by chaotic global techniques in children with attention deficit hyperactivity disorderattention deficit hyperactivity disorderautonomic nervous systemchildrenheart rate variabilityprincipal component analysisAttention deficit hyperactivity disorder (ADHD) is characterized by decreased attention span, impulsiveness, and hyperactivity. Autonomic nervous system imbalance was previously described in this population. We aim to compare the autonomic function of children with ADHD and controls by analyzing heart rate variability (HRV). Children with ADHD (22 boys, mean age 9.964 years) and 28 controls (15 boys, mean age 9.857 years) rested in supine position with spontaneous breathing for 20 min. Heart rate was recorded beat by beat. HRV analysis was performed by use of chaotic global techniques. ADHD promoted an increase in the chaotic forward parameter. The algorithm which applied all three chaotic global parameters was only the second optimum statistically measured by Kruskal–Wallis (P < 0.0001) and low standard deviations. It was also highly influential by principal component analysis with almost all variation covered by the first two components. The third algorithm which lacked the (high spectral Detrended Fluctuation Analysis) parameter performed best statistically. However, we chose the algorithm which applied all three chaotic globals due to previous studies mentioned in the text—forward and inverse problems. Comparison of the autonomic function by analyzing HRV with chaotic global techniques suggests an increase in chaotic activity in children with ADHD in relation to the control group. © 2015 Wiley Periodicals, Inc. Complexity 21: 412–419, 2016.Núcleo Especializado em Aprendizagem Faculdade de Medicina do ABC FMABCDepartamento de Medicina Disciplina de Cardiologia Universidade Federal de São Paulo UNIFESPLaboratório de Escrita Científica da Faculdade de Medicina do ABC FMABCCardiorespiratory Research Group Department of Biological and Medical Sciences Faculty of Health and Life Sciences Oxford Brookes University Gipsy LaneDepartamento de Fisioterapia da Faculdade de Ciências e Tecnologia Universidade Estadual Paulista UNESPNúcleo Transdisciplinar de Estudos do Caos e da Complexidade. Faculdade de Medicina de São José de Rio Preto FAMERPDepartamento de Fonoaudiologia da Faculdade de Filosofia e Ciências Universidade Estadual Paulista UNESPDepartamento de Fisioterapia da Faculdade de Ciências e Tecnologia Universidade Estadual Paulista UNESPDepartamento de Fonoaudiologia da Faculdade de Filosofia e Ciências Universidade Estadual Paulista UNESPFMABCUniversidade Federal de São Paulo (UNIFESP)Gipsy LaneUniversidade Estadual Paulista (Unesp)FAMERPWajnsztejn, RubensDe Carvalho, Tatiana DiasGarner, David M.Vanderlei, Luiz Carlos Marques [UNESP]Godoy, Moacir FernandesRaimundo, Rodrigo DaminelloFerreira, CelsoValenti, Vitor E. [UNESP]De Abreu, Luiz Carlos2018-12-11T17:04:18Z2018-12-11T17:04:18Z2016-07-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article412-419application/pdfhttp://dx.doi.org/10.1002/cplx.21700Complexity, v. 21, n. 6, p. 412-419, 2016.1099-05261076-2787http://hdl.handle.net/11449/17324410.1002/cplx.217002-s2.0-849787177572-s2.0-84978717757.pdf2-s2.0-84978717757.pdf5860525135106995Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengComplexity0,5310,531info:eu-repo/semantics/openAccess2024-08-09T17:39:30Zoai:repositorio.unesp.br:11449/173244Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-09T17:39:30Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Heart rate variability analysis by chaotic global techniques in children with attention deficit hyperactivity disorder |
title |
Heart rate variability analysis by chaotic global techniques in children with attention deficit hyperactivity disorder |
spellingShingle |
Heart rate variability analysis by chaotic global techniques in children with attention deficit hyperactivity disorder Wajnsztejn, Rubens attention deficit hyperactivity disorder autonomic nervous system children heart rate variability principal component analysis |
title_short |
Heart rate variability analysis by chaotic global techniques in children with attention deficit hyperactivity disorder |
title_full |
Heart rate variability analysis by chaotic global techniques in children with attention deficit hyperactivity disorder |
title_fullStr |
Heart rate variability analysis by chaotic global techniques in children with attention deficit hyperactivity disorder |
title_full_unstemmed |
Heart rate variability analysis by chaotic global techniques in children with attention deficit hyperactivity disorder |
title_sort |
Heart rate variability analysis by chaotic global techniques in children with attention deficit hyperactivity disorder |
author |
Wajnsztejn, Rubens |
author_facet |
Wajnsztejn, Rubens De Carvalho, Tatiana Dias Garner, David M. Vanderlei, Luiz Carlos Marques [UNESP] Godoy, Moacir Fernandes Raimundo, Rodrigo Daminello Ferreira, Celso Valenti, Vitor E. [UNESP] De Abreu, Luiz Carlos |
author_role |
author |
author2 |
De Carvalho, Tatiana Dias Garner, David M. Vanderlei, Luiz Carlos Marques [UNESP] Godoy, Moacir Fernandes Raimundo, Rodrigo Daminello Ferreira, Celso Valenti, Vitor E. [UNESP] De Abreu, Luiz Carlos |
author2_role |
author author author author author author author author |
dc.contributor.none.fl_str_mv |
FMABC Universidade Federal de São Paulo (UNIFESP) Gipsy Lane Universidade Estadual Paulista (Unesp) FAMERP |
dc.contributor.author.fl_str_mv |
Wajnsztejn, Rubens De Carvalho, Tatiana Dias Garner, David M. Vanderlei, Luiz Carlos Marques [UNESP] Godoy, Moacir Fernandes Raimundo, Rodrigo Daminello Ferreira, Celso Valenti, Vitor E. [UNESP] De Abreu, Luiz Carlos |
dc.subject.por.fl_str_mv |
attention deficit hyperactivity disorder autonomic nervous system children heart rate variability principal component analysis |
topic |
attention deficit hyperactivity disorder autonomic nervous system children heart rate variability principal component analysis |
description |
Attention deficit hyperactivity disorder (ADHD) is characterized by decreased attention span, impulsiveness, and hyperactivity. Autonomic nervous system imbalance was previously described in this population. We aim to compare the autonomic function of children with ADHD and controls by analyzing heart rate variability (HRV). Children with ADHD (22 boys, mean age 9.964 years) and 28 controls (15 boys, mean age 9.857 years) rested in supine position with spontaneous breathing for 20 min. Heart rate was recorded beat by beat. HRV analysis was performed by use of chaotic global techniques. ADHD promoted an increase in the chaotic forward parameter. The algorithm which applied all three chaotic global parameters was only the second optimum statistically measured by Kruskal–Wallis (P < 0.0001) and low standard deviations. It was also highly influential by principal component analysis with almost all variation covered by the first two components. The third algorithm which lacked the (high spectral Detrended Fluctuation Analysis) parameter performed best statistically. However, we chose the algorithm which applied all three chaotic globals due to previous studies mentioned in the text—forward and inverse problems. Comparison of the autonomic function by analyzing HRV with chaotic global techniques suggests an increase in chaotic activity in children with ADHD in relation to the control group. © 2015 Wiley Periodicals, Inc. Complexity 21: 412–419, 2016. |
publishDate |
2016 |
dc.date.none.fl_str_mv |
2016-07-01 2018-12-11T17:04:18Z 2018-12-11T17:04:18Z |
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/10.1002/cplx.21700 Complexity, v. 21, n. 6, p. 412-419, 2016. 1099-0526 1076-2787 http://hdl.handle.net/11449/173244 10.1002/cplx.21700 2-s2.0-84978717757 2-s2.0-84978717757.pdf 2-s2.0-84978717757.pdf 5860525135106995 |
url |
http://dx.doi.org/10.1002/cplx.21700 http://hdl.handle.net/11449/173244 |
identifier_str_mv |
Complexity, v. 21, n. 6, p. 412-419, 2016. 1099-0526 1076-2787 10.1002/cplx.21700 2-s2.0-84978717757 2-s2.0-84978717757.pdf 5860525135106995 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Complexity 0,531 0,531 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
412-419 application/pdf |
dc.source.none.fl_str_mv |
Scopus 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) |
repository.mail.fl_str_mv |
|
_version_ |
1808128168852193280 |