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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-8947523 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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