Permutation entropy of scalp EEG: A tool to investigate epilepsies: Suggestions from absence epilepsies

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• 作者：Edoardo Ferlazzo ; Nadia Mammone ; Vittoria Cianci ; Sara Gasparini ; Antonio Gambardella ; Angelo Labate ; Maria Adele Latella ; Vito Sofia ; Maurizio Elia ; Francesco Carlo Morabito ; Umberto Aguglia
• 关键词：Permutation entropy ; Absences ; EEG ; Brain topography
• 刊名：Clinical Neurophysiology
• 出版年：January, 2014
• 年：2014
• 卷：125
• 期：1
• 页码：13-20
• 全文大小：2729 K

文摘

Objective

We used permutation entropy (PE) to disclose abnormalities of cerebral activity in patients with typical absences (TAs).

Methods

We evaluated 24 EEG of TA patients and 40 EEG of healthy subjects. PE was estimated channel by channel, with electrodes being divided into high-PE cluster (high randomness), low-PE cluster (low randomness), and neutral cluster. We compared PE between EEG of patients and controls, and between interictal and ictal EEG of patients.

Results

Patients showed a recurrent behavior of PE topography, with anterior brain regions constantly associated to high PE levels and posterior brain regions constantly associated to low PE levels, during both interictal and ictal phases. On the contrary, healthy controls had a random distribution of PE topography.

Conclusions

In patients with TAs, a higher randomness in fronto-temporal areas and a lower randomness in posterior areas occur during both interictal and ictal phases. Such abnormalities are in keeping with evidences from different morphological and functional studies showing multifocal brain changes in TA patients.

Significance

PE seems to be a useful tool to disclose abnormalities of cerebral electric activity not revealed by conventional EEG recordings, opening interesting prospective for future studies.