Symbolic analysis of heart rate variability and its interaction with p-value of normality tests applied on RR intervals
Autor(a) principal: | |
---|---|
Data de Publicação: | 2016 |
Outros Autores: | , , , , |
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. |
id |
METC-1_ea19afeace02c4c61c4cc0d2059c699d |
---|---|
oai_identifier_str |
oai:scielo:S2358-04292016000200004 |
network_acronym_str |
METC-1 |
network_name_str |
MedicalExpress (São Paulo. Online) |
repository_id_str |
|
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 |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S2358-04292016000200004 |
url |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S2358-04292016000200004 |
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 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
text/html |
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) instname:Mavera Edições Científicas e Técnicas Ltda-ME instacron:METC |
instname_str |
Mavera Edições Científicas e Técnicas Ltda-ME |
instacron_str |
METC |
institution |
METC |
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 |
_version_ |
1754734597032116224 |