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...
Main Authors: | , , , , , , , , |
---|---|
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 |
id |
doaj-d4f2fd72552a491a97ab6fdfc6870a7f |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT albertoeporta complexityanalysesshowtwodistincttypesofnonlineardynamicsinshortheartperiodvariabilityrecordings AT albertoeporta complexityanalysesshowtwodistincttypesofnonlineardynamicsinshortheartperiodvariabilityrecordings AT vlastaebari complexityanalysesshowtwodistincttypesofnonlineardynamicsinshortheartperiodvariabilityrecordings AT andreaemarchi complexityanalysesshowtwodistincttypesofnonlineardynamicsinshortheartperiodvariabilityrecordings AT beatriceedemaria complexityanalysesshowtwodistincttypesofnonlineardynamicsinshortheartperiodvariabilityrecordings AT dirkecysarz complexityanalysesshowtwodistincttypesofnonlineardynamicsinshortheartperiodvariabilityrecordings AT dirkecysarz complexityanalysesshowtwodistincttypesofnonlineardynamicsinshortheartperiodvariabilityrecordings AT peterevanleeuwen complexityanalysesshowtwodistincttypesofnonlineardynamicsinshortheartperiodvariabilityrecordings AT aniellecmtakahashi complexityanalysesshowtwodistincttypesofnonlineardynamicsinshortheartperiodvariabilityrecordings AT aniellecmtakahashi complexityanalysesshowtwodistincttypesofnonlineardynamicsinshortheartperiodvariabilityrecordings AT aparecidamcatai complexityanalysesshowtwodistincttypesofnonlineardynamicsinshortheartperiodvariabilityrecordings AT tomasoegnecchiruscone complexityanalysesshowtwodistincttypesofnonlineardynamicsinshortheartperiodvariabilityrecordings |
_version_ |
1725707349948104704 |