Heart rate dynamics by novel chaotic globals to HRV in obese youths

Bibliographic Details
Main Author: Vanderlei, Franciele Marques [UNESP]
Publication Date: 2015
Other Authors: Vanderlei, Luiz Carlos M. [UNESP], Garner, David M.
Format: Article
Language: eng
Source: Repositório Institucional da UNESP
Download full: http://dx.doi.org/10.7322/jhgd.96772
http://hdl.handle.net/11449/228228
Summary: Objective: this study aimed to assess the heart rate dynamics in young obese subjects by novel chaotic globals to HRV. Methods: eighty-six young subjects were distributed in two equal groups (n = 43) according to the nutritional status: obese and control following Body Mass Index. For the analysis of HRV indexes, the heart rate was recorded heartbeat to heartbeat with the young resting in dorsal (prone) position for 30 minutes. Results: after Anderson-Darling and Lilliefors tests, the data was deemed non-normal. So, Kruskal-Wallis test of significance was applied for the statistical analysis, level set at (p<0.01). Principal Component Analysis (PCA) identified two components represented 100% of total variance. The algorithm which applies all three parameters is suggested as the most influential and statistically very significant at the level (p<0.001); it also elevates the chaotic response. Conclusion: youth obesity increases the chaotic response. The reasons for the study include quantitative assessment to allow effective dietary, pharmacological or even surgical intervention in the condition.
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spelling Heart rate dynamics by novel chaotic globals to HRV in obese youthschaotic globalscomplexityhigh spectralmulti-taper methodobese youthsObjective: this study aimed to assess the heart rate dynamics in young obese subjects by novel chaotic globals to HRV. Methods: eighty-six young subjects were distributed in two equal groups (n = 43) according to the nutritional status: obese and control following Body Mass Index. For the analysis of HRV indexes, the heart rate was recorded heartbeat to heartbeat with the young resting in dorsal (prone) position for 30 minutes. Results: after Anderson-Darling and Lilliefors tests, the data was deemed non-normal. So, Kruskal-Wallis test of significance was applied for the statistical analysis, level set at (p<0.01). Principal Component Analysis (PCA) identified two components represented 100% of total variance. The algorithm which applies all three parameters is suggested as the most influential and statistically very significant at the level (p<0.001); it also elevates the chaotic response. Conclusion: youth obesity increases the chaotic response. The reasons for the study include quantitative assessment to allow effective dietary, pharmacological or even surgical intervention in the condition.Franciele Marques Vanderlei & Luiz Carlos M. Vanderlei Department of Physiotherapy UNESP - Univ Estadual Paulista - Presidente PrudenteDepartment of Biological and Medical Sciences Faculty of Health and Life Sciences Oxford Brookes University, Gipsy LaneFranciele Marques Vanderlei & Luiz Carlos M. Vanderlei Department of Physiotherapy UNESP - Univ Estadual Paulista - Presidente PrudenteUniversidade Estadual Paulista (UNESP)Oxford Brookes UniversityVanderlei, Franciele Marques [UNESP]Vanderlei, Luiz Carlos M. [UNESP]Garner, David M.2022-04-29T07:52:02Z2022-04-29T07:52:02Z2015-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article82-88http://dx.doi.org/10.7322/jhgd.96772Journal of Human Growth and Development, v. 25, n. 1, p. 82-88, 2015.2175-35980104-1282http://hdl.handle.net/11449/22822810.7322/jhgd.967722-s2.0-84990932536Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengJournal of Human Growth and Developmentinfo:eu-repo/semantics/openAccess2022-04-29T07:52:02Zoai:repositorio.unesp.br:11449/228228Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462022-04-29T07:52:02Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Heart rate dynamics by novel chaotic globals to HRV in obese youths
title Heart rate dynamics by novel chaotic globals to HRV in obese youths
spellingShingle Heart rate dynamics by novel chaotic globals to HRV in obese youths
Vanderlei, Franciele Marques [UNESP]
chaotic globals
complexity
high spectral
multi-taper method
obese youths
title_short Heart rate dynamics by novel chaotic globals to HRV in obese youths
title_full Heart rate dynamics by novel chaotic globals to HRV in obese youths
title_fullStr Heart rate dynamics by novel chaotic globals to HRV in obese youths
title_full_unstemmed Heart rate dynamics by novel chaotic globals to HRV in obese youths
title_sort Heart rate dynamics by novel chaotic globals to HRV in obese youths
author Vanderlei, Franciele Marques [UNESP]
author_facet Vanderlei, Franciele Marques [UNESP]
Vanderlei, Luiz Carlos M. [UNESP]
Garner, David M.
author_role author
author2 Vanderlei, Luiz Carlos M. [UNESP]
Garner, David M.
author2_role author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (UNESP)
Oxford Brookes University
dc.contributor.author.fl_str_mv Vanderlei, Franciele Marques [UNESP]
Vanderlei, Luiz Carlos M. [UNESP]
Garner, David M.
dc.subject.por.fl_str_mv chaotic globals
complexity
high spectral
multi-taper method
obese youths
topic chaotic globals
complexity
high spectral
multi-taper method
obese youths
description Objective: this study aimed to assess the heart rate dynamics in young obese subjects by novel chaotic globals to HRV. Methods: eighty-six young subjects were distributed in two equal groups (n = 43) according to the nutritional status: obese and control following Body Mass Index. For the analysis of HRV indexes, the heart rate was recorded heartbeat to heartbeat with the young resting in dorsal (prone) position for 30 minutes. Results: after Anderson-Darling and Lilliefors tests, the data was deemed non-normal. So, Kruskal-Wallis test of significance was applied for the statistical analysis, level set at (p<0.01). Principal Component Analysis (PCA) identified two components represented 100% of total variance. The algorithm which applies all three parameters is suggested as the most influential and statistically very significant at the level (p<0.001); it also elevates the chaotic response. Conclusion: youth obesity increases the chaotic response. The reasons for the study include quantitative assessment to allow effective dietary, pharmacological or even surgical intervention in the condition.
publishDate 2015
dc.date.none.fl_str_mv 2015-01-01
2022-04-29T07:52:02Z
2022-04-29T07:52:02Z
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/10.7322/jhgd.96772
Journal of Human Growth and Development, v. 25, n. 1, p. 82-88, 2015.
2175-3598
0104-1282
http://hdl.handle.net/11449/228228
10.7322/jhgd.96772
2-s2.0-84990932536
url http://dx.doi.org/10.7322/jhgd.96772
http://hdl.handle.net/11449/228228
identifier_str_mv Journal of Human Growth and Development, v. 25, n. 1, p. 82-88, 2015.
2175-3598
0104-1282
10.7322/jhgd.96772
2-s2.0-84990932536
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Journal of Human Growth and Development
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 82-88
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
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