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Associations between Cardiovascular Signal Entropy and Cognitive Performance over Eight Years

In this study, the relationship between non-invasively measured cardiovascular signal entropy and global cognitive performance was explored in a sample of community-dwelling older adults from The Irish Longitudinal Study on Ageing (TILDA), both cross-sectionally at baseline (n = 4525; mean (SD) age:...

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Autores principales: Knight, Silvin P., Newman, Louise, Scarlett, Siobhan, O’Connor, John D., Davis, James, De Looze, Celine, Kenny, Rose Anne, Romero-Ortuno, Roman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8534418/
https://www.ncbi.nlm.nih.gov/pubmed/34682061
http://dx.doi.org/10.3390/e23101337
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author Knight, Silvin P.
Newman, Louise
Scarlett, Siobhan
O’Connor, John D.
Davis, James
De Looze, Celine
Kenny, Rose Anne
Romero-Ortuno, Roman
author_facet Knight, Silvin P.
Newman, Louise
Scarlett, Siobhan
O’Connor, John D.
Davis, James
De Looze, Celine
Kenny, Rose Anne
Romero-Ortuno, Roman
author_sort Knight, Silvin P.
collection PubMed
description In this study, the relationship between non-invasively measured cardiovascular signal entropy and global cognitive performance was explored in a sample of community-dwelling older adults from The Irish Longitudinal Study on Ageing (TILDA), both cross-sectionally at baseline (n = 4525; mean (SD) age: 61.9 (8.4) years; 54.1% female) and longitudinally. We hypothesised that signal disorder in the cardiovascular system, as quantified by short-length signal entropy during rest, could provide a marker for cognitive function. Global cognitive function was assessed via Mini Mental State Examination (MMSE) across five longitudinal waves (8 year period; n = 4316; mean (SD) age: 61.9 (8.4) years; 54.4% female) and the Montreal Cognitive Assessment (MOCA) across two longitudinal waves (4 year period; n = 3600; mean (SD) age: 61.7 (8.2) years; 54.1% female). Blood pressure (BP) was continuously monitored during supine rest at baseline, and sample entropy values were calculated for one-minute and five-minute sections of this data, both for time-series data interpolated at 5 Hz and beat-to-beat data. Results revealed significant associations between BP signal entropy and cognitive performance, both cross-sectionally and longitudinally. Results also suggested that as regards associations with cognitive performance, the entropy analysis approach used herein potentially outperformed more traditional cardiovascular measures such as resting heart rate and heart rate variability. The quantification of entropy in short-length BP signals could provide a clinically useful marker of the cardiovascular dysregulations that potentially underlie cognitive decline.
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spelling pubmed-85344182021-10-23 Associations between Cardiovascular Signal Entropy and Cognitive Performance over Eight Years Knight, Silvin P. Newman, Louise Scarlett, Siobhan O’Connor, John D. Davis, James De Looze, Celine Kenny, Rose Anne Romero-Ortuno, Roman Entropy (Basel) Article In this study, the relationship between non-invasively measured cardiovascular signal entropy and global cognitive performance was explored in a sample of community-dwelling older adults from The Irish Longitudinal Study on Ageing (TILDA), both cross-sectionally at baseline (n = 4525; mean (SD) age: 61.9 (8.4) years; 54.1% female) and longitudinally. We hypothesised that signal disorder in the cardiovascular system, as quantified by short-length signal entropy during rest, could provide a marker for cognitive function. Global cognitive function was assessed via Mini Mental State Examination (MMSE) across five longitudinal waves (8 year period; n = 4316; mean (SD) age: 61.9 (8.4) years; 54.4% female) and the Montreal Cognitive Assessment (MOCA) across two longitudinal waves (4 year period; n = 3600; mean (SD) age: 61.7 (8.2) years; 54.1% female). Blood pressure (BP) was continuously monitored during supine rest at baseline, and sample entropy values were calculated for one-minute and five-minute sections of this data, both for time-series data interpolated at 5 Hz and beat-to-beat data. Results revealed significant associations between BP signal entropy and cognitive performance, both cross-sectionally and longitudinally. Results also suggested that as regards associations with cognitive performance, the entropy analysis approach used herein potentially outperformed more traditional cardiovascular measures such as resting heart rate and heart rate variability. The quantification of entropy in short-length BP signals could provide a clinically useful marker of the cardiovascular dysregulations that potentially underlie cognitive decline. MDPI 2021-10-14 /pmc/articles/PMC8534418/ /pubmed/34682061 http://dx.doi.org/10.3390/e23101337 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Knight, Silvin P.
Newman, Louise
Scarlett, Siobhan
O’Connor, John D.
Davis, James
De Looze, Celine
Kenny, Rose Anne
Romero-Ortuno, Roman
Associations between Cardiovascular Signal Entropy and Cognitive Performance over Eight Years
title Associations between Cardiovascular Signal Entropy and Cognitive Performance over Eight Years
title_full Associations between Cardiovascular Signal Entropy and Cognitive Performance over Eight Years
title_fullStr Associations between Cardiovascular Signal Entropy and Cognitive Performance over Eight Years
title_full_unstemmed Associations between Cardiovascular Signal Entropy and Cognitive Performance over Eight Years
title_short Associations between Cardiovascular Signal Entropy and Cognitive Performance over Eight Years
title_sort associations between cardiovascular signal entropy and cognitive performance over eight years
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8534418/
https://www.ncbi.nlm.nih.gov/pubmed/34682061
http://dx.doi.org/10.3390/e23101337
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