Evaluation of Cerebral Cortex Function in Clients with Bipolar Mood Disorder I (BMD I) Compared With BMD II Using QEEG Analysis

Objective: Early diagnosis of type I and type II bipolar mood disorder is very challenging particularly in adolescence. Hence, we aimed to investigate the cerebral cortex function in these patients, using quantitative electroencephalography analysis to obtain significant differences between them. Me...

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Main Authors: Ali Khaleghi, Ali Sheikhani, MohammadReza Mohammadi, Ali Moti-Nasrabadi
Format: Article
Language:English
Published: Tehran University of Medical Sciences 2016-02-01
Series:Iranian Journal of Psychiatry
Subjects:
Online Access:https://ijps.tums.ac.ir/index.php/ijps/article/view/389
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spelling doaj-c228be96404e4efe94df19c4ed539df42020-11-25T02:46:18ZengTehran University of Medical SciencesIranian Journal of Psychiatry1735-45872008-22152016-02-01102384Evaluation of Cerebral Cortex Function in Clients with Bipolar Mood Disorder I (BMD I) Compared With BMD II Using QEEG AnalysisAli Khaleghi0Ali Sheikhani1MohammadReza Mohammadi2Ali Moti-Nasrabadi3Department of Biomedical Engineering, Science and Research Branch, Islamic Azad University, Tehran, IranDepartment of Biomedical Engineering, Science and Research Branch, Islamic Azad University, Tehran, IranPsychiatry and Psychology Research Center, Roozbeh hospital, Tehran University of Medical Sciences, Tehran, IranBiomedical Engineering Department, Shahed University, Tehran, IranObjective: Early diagnosis of type I and type II bipolar mood disorder is very challenging particularly in adolescence. Hence, we aimed to investigate the cerebral cortex function in these patients, using quantitative electroencephalography analysis to obtain significant differences between them. Methods: Thirty- eight adolescents (18 patients with bipolar disorder I and 20 with BMD II) participated in this study. We recorded the electroencephalogram signals based on 10-20 international system by 21 electrodes in eyes open and eyes closed condition resting conditions. Forty seconds segments were selected from each recorded signals with minimal noise and artifacts. Periodogram Welch was used to estimate power spectrum density from each segment. Analysis was performed in five frequency bands (delta, theta, alpha, beta and gamma), and we assessed power, mean, entropy, variance and skewness of the spectrums, as well as mean of the thresholded spectrum and thresholded spectrogram. We only used focal montage for comparison. Eventually, data were analyzed by independent Mann-Whitney test and independent t test. Results: We observed significant differences in some brain regions and in all frequency bands. There were significant differences in prefrontal lobe, central lobe, left parietal lobe, occipital lobe and temporal lobe between BMD I and BMD II (P < 0.05). In patients with BMD I, spectral entropy was compared to patients with BMD II. The most significant difference was observed in the gamma frequency band. Also, the power and entropy of delta frequency band was larger in the left parietal lobe in the BMD I patients compared to BMD II patients (P < 0.05). In the temporal lobe, significant differences were observed in the spectrum distribution of beta and gamma frequency bands (P < 0.05). Conclusion: The QEEG and entropy measure are simple and available tools to help detect cerebral cortex deficits and distinguish BMD I from BMD II.https://ijps.tums.ac.ir/index.php/ijps/article/view/389Bipolar Mood Disorder IBipolar Mood Disorder IIQuantitative ElectroencephalographyEntropy
collection DOAJ
language English
format Article
sources DOAJ
author Ali Khaleghi
Ali Sheikhani
MohammadReza Mohammadi
Ali Moti-Nasrabadi
spellingShingle Ali Khaleghi
Ali Sheikhani
MohammadReza Mohammadi
Ali Moti-Nasrabadi
Evaluation of Cerebral Cortex Function in Clients with Bipolar Mood Disorder I (BMD I) Compared With BMD II Using QEEG Analysis
Iranian Journal of Psychiatry
Bipolar Mood Disorder I
Bipolar Mood Disorder II
Quantitative Electroencephalography
Entropy
author_facet Ali Khaleghi
Ali Sheikhani
MohammadReza Mohammadi
Ali Moti-Nasrabadi
author_sort Ali Khaleghi
title Evaluation of Cerebral Cortex Function in Clients with Bipolar Mood Disorder I (BMD I) Compared With BMD II Using QEEG Analysis
title_short Evaluation of Cerebral Cortex Function in Clients with Bipolar Mood Disorder I (BMD I) Compared With BMD II Using QEEG Analysis
title_full Evaluation of Cerebral Cortex Function in Clients with Bipolar Mood Disorder I (BMD I) Compared With BMD II Using QEEG Analysis
title_fullStr Evaluation of Cerebral Cortex Function in Clients with Bipolar Mood Disorder I (BMD I) Compared With BMD II Using QEEG Analysis
title_full_unstemmed Evaluation of Cerebral Cortex Function in Clients with Bipolar Mood Disorder I (BMD I) Compared With BMD II Using QEEG Analysis
title_sort evaluation of cerebral cortex function in clients with bipolar mood disorder i (bmd i) compared with bmd ii using qeeg analysis
publisher Tehran University of Medical Sciences
series Iranian Journal of Psychiatry
issn 1735-4587
2008-2215
publishDate 2016-02-01
description Objective: Early diagnosis of type I and type II bipolar mood disorder is very challenging particularly in adolescence. Hence, we aimed to investigate the cerebral cortex function in these patients, using quantitative electroencephalography analysis to obtain significant differences between them. Methods: Thirty- eight adolescents (18 patients with bipolar disorder I and 20 with BMD II) participated in this study. We recorded the electroencephalogram signals based on 10-20 international system by 21 electrodes in eyes open and eyes closed condition resting conditions. Forty seconds segments were selected from each recorded signals with minimal noise and artifacts. Periodogram Welch was used to estimate power spectrum density from each segment. Analysis was performed in five frequency bands (delta, theta, alpha, beta and gamma), and we assessed power, mean, entropy, variance and skewness of the spectrums, as well as mean of the thresholded spectrum and thresholded spectrogram. We only used focal montage for comparison. Eventually, data were analyzed by independent Mann-Whitney test and independent t test. Results: We observed significant differences in some brain regions and in all frequency bands. There were significant differences in prefrontal lobe, central lobe, left parietal lobe, occipital lobe and temporal lobe between BMD I and BMD II (P < 0.05). In patients with BMD I, spectral entropy was compared to patients with BMD II. The most significant difference was observed in the gamma frequency band. Also, the power and entropy of delta frequency band was larger in the left parietal lobe in the BMD I patients compared to BMD II patients (P < 0.05). In the temporal lobe, significant differences were observed in the spectrum distribution of beta and gamma frequency bands (P < 0.05). Conclusion: The QEEG and entropy measure are simple and available tools to help detect cerebral cortex deficits and distinguish BMD I from BMD II.
topic Bipolar Mood Disorder I
Bipolar Mood Disorder II
Quantitative Electroencephalography
Entropy
url https://ijps.tums.ac.ir/index.php/ijps/article/view/389
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