Neurodevelopment in newborns: a sample entropy analysis of electroencephalogram.
The present paper investigates the neural ontogeny of newborns in view of electroencephalogram (EEG) complexity during active sleep (AS) and quiet sleep (QS). Sample entropy (SampEn) is applied to EEG recordings from 168 newborns with postmenstrual age (PMA) ranging from 25 to 60 weeks. The relationship between neurodevelopment and PMA is then explored according to the statistical analysis of the median and interquartile range of SampEn curves. It is found that SampEn of EEG during AS is higher than that during QS. SampEn increases during both AS and QS before about 42 weeks in PMA while it ceases its increase in QS and even decreases in AS after newborns reaching term age. A distinct decrease in the interquartile range of SampEn is found with increasing PMA (from 25 to about 50 weeks), followed by maintenance of low fluctuation in SampEn curves. The study in this paper sets the stage for exhaustive investigation of the SampEn of EEG during brain maturation in newborns. And it could be hoped that SampEn in sleep EEG might be a useful parameter against which delays and aberrations in brain maturation might be tested. The SampEn changes during brain maturation also offer functional clues about neurodevelopment, based on which further explorations could be done. The significance of this paper is the discovery of the decrease in EEG complexity after newborns reaching term. Although some potential neurophysiologic reasons are given, this new discovery might require more study to investigate. In addition, the fluctuation of EEG complexity is analyzed for the first time, which helps to understand the EEG maturation in neurodevelopment.
Zhang
Dandan
D
Department of Biomedical Engineering, Tsinghua University, Beijing 100084, People's Republic of China. zhangdd05@gmail.com
Ding
Haiyan
H
Liu
Yunfeng
Y
Zhou
Congle
C
Ding
Haishu
H
Ye
Datian
D
D001921:Brain / Q000254:growth & development*; D004569:Electroencephalography; D019277:Entropy; D005865:Gestational Age; D006801:Humans; D007231:Infant, Newborn / Q000254:growth & development*; D012890:Sleep / Q000502:physiology