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Entropy Analysis of Neonatal Electrodermal Activity during the First Three Days after Birth

The entropy-based parameters determined from the electrodermal activity (EDA) biosignal evaluate the complexity within the activity of the sympathetic cholinergic system. We focused on the evaluation of the complex sympathetic cholinergic regulation by assessing EDA using conventional indices (skin...

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Autores principales: Visnovcova, Zuzana, Kozar, Marek, Kuderava, Zuzana, Zibolen, Mirko, Ferencova, Nikola, Tonhajzerova, Ingrid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8947523/
https://www.ncbi.nlm.nih.gov/pubmed/35327932
http://dx.doi.org/10.3390/e24030422
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author Visnovcova, Zuzana
Kozar, Marek
Kuderava, Zuzana
Zibolen, Mirko
Ferencova, Nikola
Tonhajzerova, Ingrid
author_facet Visnovcova, Zuzana
Kozar, Marek
Kuderava, Zuzana
Zibolen, Mirko
Ferencova, Nikola
Tonhajzerova, Ingrid
author_sort Visnovcova, Zuzana
collection PubMed
description The entropy-based parameters determined from the electrodermal activity (EDA) biosignal evaluate the complexity within the activity of the sympathetic cholinergic system. We focused on the evaluation of the complex sympathetic cholinergic regulation by assessing EDA using conventional indices (skin conductance level (SCL), non-specific skin conductance responses, spectral EDA indices), and entropy-based parameters (approximate, sample, fuzzy, permutation, Shannon, and symbolic information entropies) in newborns during the first three days of postnatal life. The studied group consisted of 50 healthy newborns (21 boys, average gestational age: 39.0 ± 0.2 weeks). EDA was recorded continuously from the feet at rest for three periods (the first day—2 h after birth, the second day—24 h after birth, and the third day—72 h after birth). Our results revealed higher SCL, spectral EDA index in a very-low frequency band, approximate, sample, fuzzy, and permutation entropy during the first compared to second and third days, while Shannon and symbolic information entropies were lower during the first day compared to other periods. In conclusion, EDA parameters seem to be sensitive in the detection of the sympathetic regulation changes in early postnatal life and which can represent an important step towards a non-invasive early diagnosis of the pathological states linked to autonomic dysmaturation in newborns.
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spelling pubmed-89475232022-03-25 Entropy Analysis of Neonatal Electrodermal Activity during the First Three Days after Birth Visnovcova, Zuzana Kozar, Marek Kuderava, Zuzana Zibolen, Mirko Ferencova, Nikola Tonhajzerova, Ingrid Entropy (Basel) Article The entropy-based parameters determined from the electrodermal activity (EDA) biosignal evaluate the complexity within the activity of the sympathetic cholinergic system. We focused on the evaluation of the complex sympathetic cholinergic regulation by assessing EDA using conventional indices (skin conductance level (SCL), non-specific skin conductance responses, spectral EDA indices), and entropy-based parameters (approximate, sample, fuzzy, permutation, Shannon, and symbolic information entropies) in newborns during the first three days of postnatal life. The studied group consisted of 50 healthy newborns (21 boys, average gestational age: 39.0 ± 0.2 weeks). EDA was recorded continuously from the feet at rest for three periods (the first day—2 h after birth, the second day—24 h after birth, and the third day—72 h after birth). Our results revealed higher SCL, spectral EDA index in a very-low frequency band, approximate, sample, fuzzy, and permutation entropy during the first compared to second and third days, while Shannon and symbolic information entropies were lower during the first day compared to other periods. In conclusion, EDA parameters seem to be sensitive in the detection of the sympathetic regulation changes in early postnatal life and which can represent an important step towards a non-invasive early diagnosis of the pathological states linked to autonomic dysmaturation in newborns. MDPI 2022-03-17 /pmc/articles/PMC8947523/ /pubmed/35327932 http://dx.doi.org/10.3390/e24030422 Text en © 2022 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
Visnovcova, Zuzana
Kozar, Marek
Kuderava, Zuzana
Zibolen, Mirko
Ferencova, Nikola
Tonhajzerova, Ingrid
Entropy Analysis of Neonatal Electrodermal Activity during the First Three Days after Birth
title Entropy Analysis of Neonatal Electrodermal Activity during the First Three Days after Birth
title_full Entropy Analysis of Neonatal Electrodermal Activity during the First Three Days after Birth
title_fullStr Entropy Analysis of Neonatal Electrodermal Activity during the First Three Days after Birth
title_full_unstemmed Entropy Analysis of Neonatal Electrodermal Activity during the First Three Days after Birth
title_short Entropy Analysis of Neonatal Electrodermal Activity during the First Three Days after Birth
title_sort entropy analysis of neonatal electrodermal activity during the first three days after birth
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8947523/
https://www.ncbi.nlm.nih.gov/pubmed/35327932
http://dx.doi.org/10.3390/e24030422
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