Symbolic analysis of heart rate variability and its interaction with p-value of normality tests applied on RR intervals

Detalhes bibliográficos
Autor(a) principal: Porto,Andrey A.
Data de Publicação: 2016
Outros Autores: Ferreira,Celso, Abreu,Luiz Carlos de, Garner,David M., Gonzaga,Luana, Valenti,Vitor E.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: MedicalExpress (São Paulo. Online)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S2358-04292016000200004
Resumo: OBJECTIVE: A previous study suggested that the p-value of normality test applied to RR intervals is an index able to quantify Heart Rate Variability (HRV) through correlation of traditional time and frequency domain indices. We investigate the association between the p-value of normality test applied in RR intervals and symbolic analysis of HRV. METHOD: We evaluated 32 healthy women between 18 and 30 years old. RR intervals were used for HRV analysis and we performed symbolic analysis, where RR intervals are joined by symbols. Sets of three consecutive symbols (RR intervals) were grouped into four types of clusters, as follows: 1. Three equal symbols (zero variation); 2: two equal, one divergent symbol (one variation); 3. Three different symbols monotonically ascending or descending (two like variations); 4. Three different symbols, forming a peak or a trough (two unlike variations). Frequency of occurrence of each type of cluster was calculated. Normality tests were applied to all RR intervals and the p-value was calculated. We computed the correlations between the p-value of normality test and symbolic analysis of HRV. RESULTS: Correlation coefficients between the p-value of normality test from Kolmorogov-Smirnov test and the four types of clusters showed no correlation for any of them. Likewise, the correlation coefficient index between the p-value of normality test calculated from the Shapiro-Wilk test and symbolic analysis produced no significant results for any of the four types of clusters. CONCLUSION: There was no significant correlation between the p-value of normality test and HRV symbolic analysis. The physiological significance of this result is that the PNT is not related to chaotic behavior of HRV.
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spelling Symbolic analysis of heart rate variability and its interaction with p-value of normality tests applied on RR intervalsAutonomic nervous systemCardiovascular systemCardiovascular physiologyGaussian distribution OBJECTIVE: A previous study suggested that the p-value of normality test applied to RR intervals is an index able to quantify Heart Rate Variability (HRV) through correlation of traditional time and frequency domain indices. We investigate the association between the p-value of normality test applied in RR intervals and symbolic analysis of HRV. METHOD: We evaluated 32 healthy women between 18 and 30 years old. RR intervals were used for HRV analysis and we performed symbolic analysis, where RR intervals are joined by symbols. Sets of three consecutive symbols (RR intervals) were grouped into four types of clusters, as follows: 1. Three equal symbols (zero variation); 2: two equal, one divergent symbol (one variation); 3. Three different symbols monotonically ascending or descending (two like variations); 4. Three different symbols, forming a peak or a trough (two unlike variations). Frequency of occurrence of each type of cluster was calculated. Normality tests were applied to all RR intervals and the p-value was calculated. We computed the correlations between the p-value of normality test and symbolic analysis of HRV. RESULTS: Correlation coefficients between the p-value of normality test from Kolmorogov-Smirnov test and the four types of clusters showed no correlation for any of them. Likewise, the correlation coefficient index between the p-value of normality test calculated from the Shapiro-Wilk test and symbolic analysis produced no significant results for any of the four types of clusters. CONCLUSION: There was no significant correlation between the p-value of normality test and HRV symbolic analysis. The physiological significance of this result is that the PNT is not related to chaotic behavior of HRV.Mavera Edições Técnicas e Científicas Ltda2016-04-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S2358-04292016000200004MedicalExpress v.3 n.2 2016reponame:MedicalExpress (São Paulo. Online)instname:Mavera Edições Científicas e Técnicas Ltda-MEinstacron:METC10.5935/MedicalExpress.2016.02.04info:eu-repo/semantics/openAccessPorto,Andrey A.Ferreira,CelsoAbreu,Luiz Carlos deGarner,David M.Gonzaga,LuanaValenti,Vitor E.eng2016-04-07T00:00:00Zoai:scielo:S2358-04292016000200004Revistahttp://www.medicalexpress.net.brhttps://old.scielo.br/oai/scielo-oai.php||medicalexpress@me.net.br2358-04292318-8111opendoar:2016-04-07T00:00MedicalExpress (São Paulo. Online) - Mavera Edições Científicas e Técnicas Ltda-MEfalse
dc.title.none.fl_str_mv Symbolic analysis of heart rate variability and its interaction with p-value of normality tests applied on RR intervals
title Symbolic analysis of heart rate variability and its interaction with p-value of normality tests applied on RR intervals
spellingShingle Symbolic analysis of heart rate variability and its interaction with p-value of normality tests applied on RR intervals
Porto,Andrey A.
Autonomic nervous system
Cardiovascular system
Cardiovascular physiology
Gaussian distribution
title_short Symbolic analysis of heart rate variability and its interaction with p-value of normality tests applied on RR intervals
title_full Symbolic analysis of heart rate variability and its interaction with p-value of normality tests applied on RR intervals
title_fullStr Symbolic analysis of heart rate variability and its interaction with p-value of normality tests applied on RR intervals
title_full_unstemmed Symbolic analysis of heart rate variability and its interaction with p-value of normality tests applied on RR intervals
title_sort Symbolic analysis of heart rate variability and its interaction with p-value of normality tests applied on RR intervals
author Porto,Andrey A.
author_facet Porto,Andrey A.
Ferreira,Celso
Abreu,Luiz Carlos de
Garner,David M.
Gonzaga,Luana
Valenti,Vitor E.
author_role author
author2 Ferreira,Celso
Abreu,Luiz Carlos de
Garner,David M.
Gonzaga,Luana
Valenti,Vitor E.
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Porto,Andrey A.
Ferreira,Celso
Abreu,Luiz Carlos de
Garner,David M.
Gonzaga,Luana
Valenti,Vitor E.
dc.subject.por.fl_str_mv Autonomic nervous system
Cardiovascular system
Cardiovascular physiology
Gaussian distribution
topic Autonomic nervous system
Cardiovascular system
Cardiovascular physiology
Gaussian distribution
description OBJECTIVE: A previous study suggested that the p-value of normality test applied to RR intervals is an index able to quantify Heart Rate Variability (HRV) through correlation of traditional time and frequency domain indices. We investigate the association between the p-value of normality test applied in RR intervals and symbolic analysis of HRV. METHOD: We evaluated 32 healthy women between 18 and 30 years old. RR intervals were used for HRV analysis and we performed symbolic analysis, where RR intervals are joined by symbols. Sets of three consecutive symbols (RR intervals) were grouped into four types of clusters, as follows: 1. Three equal symbols (zero variation); 2: two equal, one divergent symbol (one variation); 3. Three different symbols monotonically ascending or descending (two like variations); 4. Three different symbols, forming a peak or a trough (two unlike variations). Frequency of occurrence of each type of cluster was calculated. Normality tests were applied to all RR intervals and the p-value was calculated. We computed the correlations between the p-value of normality test and symbolic analysis of HRV. RESULTS: Correlation coefficients between the p-value of normality test from Kolmorogov-Smirnov test and the four types of clusters showed no correlation for any of them. Likewise, the correlation coefficient index between the p-value of normality test calculated from the Shapiro-Wilk test and symbolic analysis produced no significant results for any of the four types of clusters. CONCLUSION: There was no significant correlation between the p-value of normality test and HRV symbolic analysis. The physiological significance of this result is that the PNT is not related to chaotic behavior of HRV.
publishDate 2016
dc.date.none.fl_str_mv 2016-04-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
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dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S2358-04292016000200004
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dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.5935/MedicalExpress.2016.02.04
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv Mavera Edições Técnicas e Científicas Ltda
publisher.none.fl_str_mv Mavera Edições Técnicas e Científicas Ltda
dc.source.none.fl_str_mv MedicalExpress v.3 n.2 2016
reponame:MedicalExpress (São Paulo. Online)
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reponame_str MedicalExpress (São Paulo. Online)
collection MedicalExpress (São Paulo. Online)
repository.name.fl_str_mv MedicalExpress (São Paulo. Online) - Mavera Edições Científicas e Técnicas Ltda-ME
repository.mail.fl_str_mv ||medicalexpress@me.net.br
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