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出生后前三天新生儿皮肤电活动的熵分析

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

作者信息

Visnovcova Zuzana, Kozar Marek, Kuderava Zuzana, Zibolen Mirko, Ferencova Nikola, Tonhajzerova Ingrid

机构信息

Biomedical Centre Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Mala Hora 4D, 036 01 Martin, Slovakia.

Neonatal Clinic, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, University Hospital Martin, Kollarova 2, 036 59 Martin, Slovakia.

出版信息

Entropy (Basel). 2022 Mar 17;24(3):422. doi: 10.3390/e24030422.

Abstract

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.

摘要

从皮肤电活动(EDA)生物信号中确定的基于熵的参数评估了交感胆碱能系统活动的复杂性。我们通过使用传统指标(皮肤电导水平(SCL)、非特异性皮肤电导反应、频谱EDA指标)和基于熵的参数(近似熵、样本熵、模糊熵、排列熵、香农熵和符号信息熵)评估新生儿出生后三天内的EDA,重点关注复杂交感胆碱能调节的评估。研究组由50名健康新生儿组成(21名男孩,平均胎龄:39.0±0.2周)。在三个时间段(出生后第一天 - 出生后2小时、第二天 - 出生后24小时、第三天 - 出生后72小时),在休息状态下从足部连续记录EDA。我们的结果显示,与第二天和第三天相比,第一天的SCL、极低频带的频谱EDA指标、近似熵、样本熵、模糊熵和排列熵更高,而第一天的香农熵和符号信息熵低于其他时间段。总之,EDA参数似乎对检测出生后早期交感神经调节变化很敏感,这可能是朝着无创早期诊断与新生儿自主神经发育不全相关的病理状态迈出的重要一步。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dd2d/8947523/92386ce929a0/entropy-24-00422-g001.jpg

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