Alù Francesca, Miraglia Francesca, Orticoni Alessandro, Judica Elda, Cotelli Maria, Rossini Paolo Maria, Vecchio Fabrizio
Brain Connectivity Laboratory, Department of Neuroscience & Neurorehabilitation, IRCCS San Raffaele Pisana, Via Val Cannuta, 247, 00166 Rome, Italy.
Department of Neurorehabilitation Sciences, Casa Cura Policlinico, 20144 Milano, Italy.
Entropy (Basel). 2020 Oct 27;22(11):1220. doi: 10.3390/e22111220.
Human brain, a dynamic complex system, can be studied with different approaches, including linear and nonlinear ones. One of the nonlinear approaches widely used in electroencephalographic (EEG) analyses is the entropy, the measurement of disorder in a system. The present study investigates brain networks applying approximate entropy (ApEn) measure for assessing the hemispheric EEG differences; reproducibility and stability of ApEn data across separate recording sessions were evaluated. Twenty healthy adult volunteers were submitted to eyes-closed resting EEG recordings, for 80 recordings. Significant differences in the occipital region, with higher values of entropy in the left hemisphere than in the right one, show that the hemispheres become active with different intensities according to the performed function. Besides, the present methodology proved to be reproducible and stable, when carried out on relatively brief EEG epochs but also at a 1-week distance in a group of 36 subjects. Nonlinear approaches represent an interesting probe to study the dynamics of brain networks. ApEn technique might provide more insight into the pathophysiological processes underlying age-related brain disconnection as well as for monitoring the impact of pharmacological and rehabilitation treatments.
人类大脑是一个动态的复杂系统,可以用不同的方法进行研究,包括线性和非线性方法。熵是一种广泛应用于脑电图(EEG)分析的非线性方法,用于测量系统中的无序程度。本研究应用近似熵(ApEn)测量法来研究脑网络,以评估半球间脑电图差异;并评估了ApEn数据在不同记录时段的可重复性和稳定性。20名健康成年志愿者进行了闭眼静息脑电图记录,共记录80次。枕叶区域存在显著差异,左半球的熵值高于右半球,这表明根据所执行的功能,两个半球以不同强度变得活跃。此外,当在相对较短的脑电图时段进行研究,以及在一组36名受试者中相隔1周进行研究时,本方法被证明具有可重复性和稳定性。非线性方法是研究脑网络动态的一个有趣的探索途径。ApEn技术可能会为与年龄相关的脑连接中断的病理生理过程提供更多见解,也有助于监测药物治疗和康复治疗的效果。