Effects of resistance training protocols on nonlinear analysis of heart rate variability in metabolic syndrome
Main Author: | |
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Publication Date: | 2018 |
Other Authors: | , , , , , , |
Format: | Article |
Language: | eng |
Source: | Repositório Institucional da UNESP |
Download full: | http://dx.doi.org/10.1590/1414-431X20187459 http://hdl.handle.net/11449/164314 |
Summary: | Despite the various standard non-linear measurements used in autonomic modulation (AM) assessments usually being applied to long time-series, such analyses can sometimes be applied to shorter term series. To overcome this disadvantage, chaotic global methods were formulated by putting together heart rate variability (HRV) linear methods. Chaos provides information about vegetative function control related to cardiovascular risks. Applying this method can be useful to investigate the complexity of the health condition after resistance training protocols, as a therapeutic intervention in AM in metabolic syndrome individuals (MetS). This study aimed to compare the effects of two resistance training programs (conventional vs functional) in MetS using nonlinear analysis of AM. MetS subjects (n=50) of both sexes aged 40 to 60 years were randomly divided into two programs; a group of 12 people served as a control group. Both groups performed 30 sessions of training. AM was assessed in the chaos domain by chaotic global techniques. The main results showed that both resistance training, functional and conventional, increased chaos when compared to the control group, respectively, observed by chaotic forward parameter (CFP) 1 (13.9 +/- 17.9 vs 12.8 +/- 14.4 vs -2.23 +/- 7.96; P <= 0.05) and CFP3 (15.4 +/- 19.8 vs 21.9 +/- 13.2 vs -4.82 +/- 11.4; P <= 0.05). In addition, 30 sessions of both resistance programs increased chaos, and non-linear analysis enabled discrimination of AM after interventions when compared to the control group. |
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Effects of resistance training protocols on nonlinear analysis of heart rate variability in metabolic syndromeAutonomic modulationNonlinear dynamicsMetabolic syndromeResistance trainingExerciseDespite the various standard non-linear measurements used in autonomic modulation (AM) assessments usually being applied to long time-series, such analyses can sometimes be applied to shorter term series. To overcome this disadvantage, chaotic global methods were formulated by putting together heart rate variability (HRV) linear methods. Chaos provides information about vegetative function control related to cardiovascular risks. Applying this method can be useful to investigate the complexity of the health condition after resistance training protocols, as a therapeutic intervention in AM in metabolic syndrome individuals (MetS). This study aimed to compare the effects of two resistance training programs (conventional vs functional) in MetS using nonlinear analysis of AM. MetS subjects (n=50) of both sexes aged 40 to 60 years were randomly divided into two programs; a group of 12 people served as a control group. Both groups performed 30 sessions of training. AM was assessed in the chaos domain by chaotic global techniques. The main results showed that both resistance training, functional and conventional, increased chaos when compared to the control group, respectively, observed by chaotic forward parameter (CFP) 1 (13.9 +/- 17.9 vs 12.8 +/- 14.4 vs -2.23 +/- 7.96; P <= 0.05) and CFP3 (15.4 +/- 19.8 vs 21.9 +/- 13.2 vs -4.82 +/- 11.4; P <= 0.05). In addition, 30 sessions of both resistance programs increased chaos, and non-linear analysis enabled discrimination of AM after interventions when compared to the control group.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Univ Estadual Paulista, Fac Ciencias & Tecnol, Dept Fisioterapia, Campus Presidente Prudente, Presidente Prudente, SP, BrazilOxford Brookes Univ, Dept Biol & Med Sci, Headington Campus, Oxford, EnglandUniv Estadual Paulista, Fac Ciencias & Tecnol, Dept Fisioterapia, Campus Presidente Prudente, Presidente Prudente, SP, BrazilFAPESP: 2015/10229-0CNPq: 304883/2014-0Assoc Bras Divulg CientificaUniversidade Estadual Paulista (Unesp)Oxford Brookes UnivTurri-Silva, N. [UNESP]Garner, D. M.Moosavi, S. H.Ricci-Vitor, A. L. [UNESP]Christofaro, D. G. D. [UNESP]Netto Junior, J. [UNESP]Vanzella, L. M. [UNESP]Vanderlei, L. C. M. [UNESP]2018-11-26T17:52:06Z2018-11-26T17:52:06Z2018-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article9application/pdfhttp://dx.doi.org/10.1590/1414-431X20187459Brazilian Journal Of Medical And Biological Research. Sao Paulo: Assoc Bras Divulg Cientifica, v. 51, n. 8, 9 p., 2018.0100-879Xhttp://hdl.handle.net/11449/16431410.1590/1414-431X20187459S0100-879X2018000800610WOS:000435132400001S0100-879X2018000800610.pdfWeb of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengBrazilian Journal Of Medical And Biological Researchinfo:eu-repo/semantics/openAccess2024-01-12T06:27:07Zoai:repositorio.unesp.br:11449/164314Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-01-12T06:27:07Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Effects of resistance training protocols on nonlinear analysis of heart rate variability in metabolic syndrome |
title |
Effects of resistance training protocols on nonlinear analysis of heart rate variability in metabolic syndrome |
spellingShingle |
Effects of resistance training protocols on nonlinear analysis of heart rate variability in metabolic syndrome Turri-Silva, N. [UNESP] Autonomic modulation Nonlinear dynamics Metabolic syndrome Resistance training Exercise |
title_short |
Effects of resistance training protocols on nonlinear analysis of heart rate variability in metabolic syndrome |
title_full |
Effects of resistance training protocols on nonlinear analysis of heart rate variability in metabolic syndrome |
title_fullStr |
Effects of resistance training protocols on nonlinear analysis of heart rate variability in metabolic syndrome |
title_full_unstemmed |
Effects of resistance training protocols on nonlinear analysis of heart rate variability in metabolic syndrome |
title_sort |
Effects of resistance training protocols on nonlinear analysis of heart rate variability in metabolic syndrome |
author |
Turri-Silva, N. [UNESP] |
author_facet |
Turri-Silva, N. [UNESP] Garner, D. M. Moosavi, S. H. Ricci-Vitor, A. L. [UNESP] Christofaro, D. G. D. [UNESP] Netto Junior, J. [UNESP] Vanzella, L. M. [UNESP] Vanderlei, L. C. M. [UNESP] |
author_role |
author |
author2 |
Garner, D. M. Moosavi, S. H. Ricci-Vitor, A. L. [UNESP] Christofaro, D. G. D. [UNESP] Netto Junior, J. [UNESP] Vanzella, L. M. [UNESP] Vanderlei, L. C. M. [UNESP] |
author2_role |
author author author author author author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (Unesp) Oxford Brookes Univ |
dc.contributor.author.fl_str_mv |
Turri-Silva, N. [UNESP] Garner, D. M. Moosavi, S. H. Ricci-Vitor, A. L. [UNESP] Christofaro, D. G. D. [UNESP] Netto Junior, J. [UNESP] Vanzella, L. M. [UNESP] Vanderlei, L. C. M. [UNESP] |
dc.subject.por.fl_str_mv |
Autonomic modulation Nonlinear dynamics Metabolic syndrome Resistance training Exercise |
topic |
Autonomic modulation Nonlinear dynamics Metabolic syndrome Resistance training Exercise |
description |
Despite the various standard non-linear measurements used in autonomic modulation (AM) assessments usually being applied to long time-series, such analyses can sometimes be applied to shorter term series. To overcome this disadvantage, chaotic global methods were formulated by putting together heart rate variability (HRV) linear methods. Chaos provides information about vegetative function control related to cardiovascular risks. Applying this method can be useful to investigate the complexity of the health condition after resistance training protocols, as a therapeutic intervention in AM in metabolic syndrome individuals (MetS). This study aimed to compare the effects of two resistance training programs (conventional vs functional) in MetS using nonlinear analysis of AM. MetS subjects (n=50) of both sexes aged 40 to 60 years were randomly divided into two programs; a group of 12 people served as a control group. Both groups performed 30 sessions of training. AM was assessed in the chaos domain by chaotic global techniques. The main results showed that both resistance training, functional and conventional, increased chaos when compared to the control group, respectively, observed by chaotic forward parameter (CFP) 1 (13.9 +/- 17.9 vs 12.8 +/- 14.4 vs -2.23 +/- 7.96; P <= 0.05) and CFP3 (15.4 +/- 19.8 vs 21.9 +/- 13.2 vs -4.82 +/- 11.4; P <= 0.05). In addition, 30 sessions of both resistance programs increased chaos, and non-linear analysis enabled discrimination of AM after interventions when compared to the control group. |
publishDate |
2018 |
dc.date.none.fl_str_mv |
2018-11-26T17:52:06Z 2018-11-26T17:52:06Z 2018-01-01 |
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/10.1590/1414-431X20187459 Brazilian Journal Of Medical And Biological Research. Sao Paulo: Assoc Bras Divulg Cientifica, v. 51, n. 8, 9 p., 2018. 0100-879X http://hdl.handle.net/11449/164314 10.1590/1414-431X20187459 S0100-879X2018000800610 WOS:000435132400001 S0100-879X2018000800610.pdf |
url |
http://dx.doi.org/10.1590/1414-431X20187459 http://hdl.handle.net/11449/164314 |
identifier_str_mv |
Brazilian Journal Of Medical And Biological Research. Sao Paulo: Assoc Bras Divulg Cientifica, v. 51, n. 8, 9 p., 2018. 0100-879X 10.1590/1414-431X20187459 S0100-879X2018000800610 WOS:000435132400001 S0100-879X2018000800610.pdf |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Brazilian Journal Of Medical And Biological Research |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
9 application/pdf |
dc.publisher.none.fl_str_mv |
Assoc Bras Divulg Cientifica |
publisher.none.fl_str_mv |
Assoc Bras Divulg Cientifica |
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) |
repository.mail.fl_str_mv |
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1799965596918480896 |