Refined Multiscale Fuzzy Entropy to Analyse Post-Exercise Cardiovascular Response in Older Adults With Orthostatic Intolerance

Orthostatic intolerance syndrome occurs when the autonomic nervous system is incapacitated and fails to respond to the demands associated with the upright position. Assessing this syndrome among the elderly population is important in order to prevent falls. However, this problem is still challenging...

Full description

Bibliographic Details
Main Authors: Marcos Hortelano, Richard B. Reilly, Francisco Castells, Raquel Cervigón
Format: Article
Language:English
Published: MDPI AG 2018-11-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/20/11/860
id doaj-6dc7b6ff957f4995939f354f4cc400df
record_format Article
spelling doaj-6dc7b6ff957f4995939f354f4cc400df2020-11-25T01:56:31ZengMDPI AGEntropy1099-43002018-11-01201186010.3390/e20110860e20110860Refined Multiscale Fuzzy Entropy to Analyse Post-Exercise Cardiovascular Response in Older Adults With Orthostatic IntoleranceMarcos Hortelano0Richard B. Reilly1Francisco Castells2Raquel Cervigón3Escuela Politécnica, UCLM Camino del Pozuelo sn, 16071 Cuenca, SpainSchool of Engineering, Trinity College, The University of Dublin, Dublin 2 D02 PN40, IrelandInstituto ITACA, Universitat Politècnica de València, 46022 Valencia, SpainEscuela Politécnica, UCLM Camino del Pozuelo sn, 16071 Cuenca, SpainOrthostatic intolerance syndrome occurs when the autonomic nervous system is incapacitated and fails to respond to the demands associated with the upright position. Assessing this syndrome among the elderly population is important in order to prevent falls. However, this problem is still challenging. The goal of this work was to determine the relationship between orthostatic intolerance (OI) and the cardiovascular response to exercise from the analysis of heart rate and blood pressure. More specifically, the behavior of these cardiovascular variables was evaluated in terms of refined composite multiscale fuzzy entropy (RCMFE), measured at different scales. The dataset was composed by 65 older subjects, 44.6% (<i>n</i> = 29) were OI symptomatic and 55.4% (<i>n</i> = 36) were not. Insignificant differences were found in age and gender between symptomatic and asymptomatic OI participants. When heart rate was evaluated, higher differences between groups were observed during the recovery period immediately after exercise. With respect to the blood pressure and other hemodynamic parameters, most significant results were obtained in the post-exercise stage. In any case, the symptomatic OI group exhibited higher irregularity in the measured parameters, as higher RCMFE levels in all time scales were obtained. This information could be very helpful for a better understanding of cardiovascular instability, as well as to recognize risk factors for falls and impairment of functional status.https://www.mdpi.com/1099-4300/20/11/860refined composite multiscale fuzzy entropyhear rateblood pressureagingexerciseorthostatic intolerance
collection DOAJ
language English
format Article
sources DOAJ
author Marcos Hortelano
Richard B. Reilly
Francisco Castells
Raquel Cervigón
spellingShingle Marcos Hortelano
Richard B. Reilly
Francisco Castells
Raquel Cervigón
Refined Multiscale Fuzzy Entropy to Analyse Post-Exercise Cardiovascular Response in Older Adults With Orthostatic Intolerance
Entropy
refined composite multiscale fuzzy entropy
hear rate
blood pressure
aging
exercise
orthostatic intolerance
author_facet Marcos Hortelano
Richard B. Reilly
Francisco Castells
Raquel Cervigón
author_sort Marcos Hortelano
title Refined Multiscale Fuzzy Entropy to Analyse Post-Exercise Cardiovascular Response in Older Adults With Orthostatic Intolerance
title_short Refined Multiscale Fuzzy Entropy to Analyse Post-Exercise Cardiovascular Response in Older Adults With Orthostatic Intolerance
title_full Refined Multiscale Fuzzy Entropy to Analyse Post-Exercise Cardiovascular Response in Older Adults With Orthostatic Intolerance
title_fullStr Refined Multiscale Fuzzy Entropy to Analyse Post-Exercise Cardiovascular Response in Older Adults With Orthostatic Intolerance
title_full_unstemmed Refined Multiscale Fuzzy Entropy to Analyse Post-Exercise Cardiovascular Response in Older Adults With Orthostatic Intolerance
title_sort refined multiscale fuzzy entropy to analyse post-exercise cardiovascular response in older adults with orthostatic intolerance
publisher MDPI AG
series Entropy
issn 1099-4300
publishDate 2018-11-01
description Orthostatic intolerance syndrome occurs when the autonomic nervous system is incapacitated and fails to respond to the demands associated with the upright position. Assessing this syndrome among the elderly population is important in order to prevent falls. However, this problem is still challenging. The goal of this work was to determine the relationship between orthostatic intolerance (OI) and the cardiovascular response to exercise from the analysis of heart rate and blood pressure. More specifically, the behavior of these cardiovascular variables was evaluated in terms of refined composite multiscale fuzzy entropy (RCMFE), measured at different scales. The dataset was composed by 65 older subjects, 44.6% (<i>n</i> = 29) were OI symptomatic and 55.4% (<i>n</i> = 36) were not. Insignificant differences were found in age and gender between symptomatic and asymptomatic OI participants. When heart rate was evaluated, higher differences between groups were observed during the recovery period immediately after exercise. With respect to the blood pressure and other hemodynamic parameters, most significant results were obtained in the post-exercise stage. In any case, the symptomatic OI group exhibited higher irregularity in the measured parameters, as higher RCMFE levels in all time scales were obtained. This information could be very helpful for a better understanding of cardiovascular instability, as well as to recognize risk factors for falls and impairment of functional status.
topic refined composite multiscale fuzzy entropy
hear rate
blood pressure
aging
exercise
orthostatic intolerance
url https://www.mdpi.com/1099-4300/20/11/860
work_keys_str_mv AT marcoshortelano refinedmultiscalefuzzyentropytoanalysepostexercisecardiovascularresponseinolderadultswithorthostaticintolerance
AT richardbreilly refinedmultiscalefuzzyentropytoanalysepostexercisecardiovascularresponseinolderadultswithorthostaticintolerance
AT franciscocastells refinedmultiscalefuzzyentropytoanalysepostexercisecardiovascularresponseinolderadultswithorthostaticintolerance
AT raquelcervigon refinedmultiscalefuzzyentropytoanalysepostexercisecardiovascularresponseinolderadultswithorthostaticintolerance
_version_ 1724979621229756416