Complexity analyses show two distinct types of nonlinear dynamics in short heart period variability recordings

Two diverse complexity metrics quantifying time irreversibility and local prediction, in connection with a surrogate data approach, were utilized to detect nonlinear dynamics in short heart period (HP) variability series recorded in fetuses, as a function of the gestational period, and in healthy hu...

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Main Authors: Alberto ePorta, Vlasta eBari, Andrea eMarchi, Beatrice eDe Maria, Dirk eCysarz, Peter eVan Leeuwen, Anielle C.M. Takahashi, Aparecida M. Catai, Tomaso eGnecchi-Ruscone
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-03-01
Series:Frontiers in Physiology
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fphys.2015.00071/full
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spelling doaj-d4f2fd72552a491a97ab6fdfc6870a7f2020-11-24T22:39:50ZengFrontiers Media S.A.Frontiers in Physiology1664-042X2015-03-01610.3389/fphys.2015.00071122948Complexity analyses show two distinct types of nonlinear dynamics in short heart period variability recordingsAlberto ePorta0Alberto ePorta1Vlasta eBari2Andrea eMarchi3Beatrice eDe Maria4Dirk eCysarz5Dirk eCysarz6Peter eVan Leeuwen7Anielle C.M. Takahashi8Anielle C.M. Takahashi9Aparecida M. Catai10Tomaso eGnecchi-Ruscone11University of MilanIRCCS Galeazzi Orthopedic InstituteIRCCS Policlinico San DonatoHumanitas Clinical and Research CenterIRCCS Fondazione Salvatore MaugeriUniversity of Witten/HerdeckeUniversity of Witten/HerdeckeUniversity of Witten/HerdeckeFederal University of São CarlosFederal University of São CarlosFederal University of São CarlosS.L. Mandic HospitalTwo diverse complexity metrics quantifying time irreversibility and local prediction, in connection with a surrogate data approach, were utilized to detect nonlinear dynamics in short heart period (HP) variability series recorded in fetuses, as a function of the gestational period, and in healthy humans, as a function of the magnitude of the orthostatic challenge. The metrics indicated the presence of two distinct types of nonlinear HP dynamics characterized by diverse ranges of time scales. These findings stress the need to render more specific the analysis of nonlinear components of HP dynamics by accounting for different temporal scales.http://journal.frontiersin.org/Journal/10.3389/fphys.2015.00071/fullAutonomic Nervous SystemHeart rate variabilitycardiovascular controlhead-up tiltmultiscale analysisGestational Age
collection DOAJ
language English
format Article
sources DOAJ
author Alberto ePorta
Alberto ePorta
Vlasta eBari
Andrea eMarchi
Beatrice eDe Maria
Dirk eCysarz
Dirk eCysarz
Peter eVan Leeuwen
Anielle C.M. Takahashi
Anielle C.M. Takahashi
Aparecida M. Catai
Tomaso eGnecchi-Ruscone
spellingShingle Alberto ePorta
Alberto ePorta
Vlasta eBari
Andrea eMarchi
Beatrice eDe Maria
Dirk eCysarz
Dirk eCysarz
Peter eVan Leeuwen
Anielle C.M. Takahashi
Anielle C.M. Takahashi
Aparecida M. Catai
Tomaso eGnecchi-Ruscone
Complexity analyses show two distinct types of nonlinear dynamics in short heart period variability recordings
Frontiers in Physiology
Autonomic Nervous System
Heart rate variability
cardiovascular control
head-up tilt
multiscale analysis
Gestational Age
author_facet Alberto ePorta
Alberto ePorta
Vlasta eBari
Andrea eMarchi
Beatrice eDe Maria
Dirk eCysarz
Dirk eCysarz
Peter eVan Leeuwen
Anielle C.M. Takahashi
Anielle C.M. Takahashi
Aparecida M. Catai
Tomaso eGnecchi-Ruscone
author_sort Alberto ePorta
title Complexity analyses show two distinct types of nonlinear dynamics in short heart period variability recordings
title_short Complexity analyses show two distinct types of nonlinear dynamics in short heart period variability recordings
title_full Complexity analyses show two distinct types of nonlinear dynamics in short heart period variability recordings
title_fullStr Complexity analyses show two distinct types of nonlinear dynamics in short heart period variability recordings
title_full_unstemmed Complexity analyses show two distinct types of nonlinear dynamics in short heart period variability recordings
title_sort complexity analyses show two distinct types of nonlinear dynamics in short heart period variability recordings
publisher Frontiers Media S.A.
series Frontiers in Physiology
issn 1664-042X
publishDate 2015-03-01
description Two diverse complexity metrics quantifying time irreversibility and local prediction, in connection with a surrogate data approach, were utilized to detect nonlinear dynamics in short heart period (HP) variability series recorded in fetuses, as a function of the gestational period, and in healthy humans, as a function of the magnitude of the orthostatic challenge. The metrics indicated the presence of two distinct types of nonlinear HP dynamics characterized by diverse ranges of time scales. These findings stress the need to render more specific the analysis of nonlinear components of HP dynamics by accounting for different temporal scales.
topic Autonomic Nervous System
Heart rate variability
cardiovascular control
head-up tilt
multiscale analysis
Gestational Age
url http://journal.frontiersin.org/Journal/10.3389/fphys.2015.00071/full
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