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Brain Connectivity Reflected in Electroencephalogram Coherence in Individuals With Autism: A Meta-Analysis

INTRODUCTION: Many theories have been proposed about the etiology of autism. One is related to brain connectivity in patients with autism. Several studies have reported brain connectivity changes in autism disease. This study was performed on Electroencephalogram (EEG) studies that evaluated patient...

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Autores principales: Mehdizadefar, Vida, Ghassemi, Fanaz, Fallah, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Iranian Neuroscience Society 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7149956/
https://www.ncbi.nlm.nih.gov/pubmed/32284830
http://dx.doi.org/10.32598/bcn.9.10.375
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author Mehdizadefar, Vida
Ghassemi, Fanaz
Fallah, Ali
author_facet Mehdizadefar, Vida
Ghassemi, Fanaz
Fallah, Ali
author_sort Mehdizadefar, Vida
collection PubMed
description INTRODUCTION: Many theories have been proposed about the etiology of autism. One is related to brain connectivity in patients with autism. Several studies have reported brain connectivity changes in autism disease. This study was performed on Electroencephalogram (EEG) studies that evaluated patients with autism, using functional brain connectivity, and compared them with typically-developing individuals. METHODS: Three scientific databases of ScienceDirect, Medline (PubMed), and BioMed Central were systematically searched through their online search engines. Comprehensive Meta-analysis software analyzed the obtained data. RESULTS: The systematic search led to 10 papers, in which EEG coherence was used to obtain the brain connectivity of people with autism. To determine the effect size, Cohen’s d parameter was used. In the first meta-analysis, the study of the maximum effect size was considered, and all significant effect sizes were evaluated in the second meta-analysis. The effect size was assessed using a random-effects model in both meta-analyses. The results of the first meta-analysis indicated that heterogeneity was not present among the studies (Q=13.345, P>0.1). The evaluation of all effect sizes in the second meta-analysis showed a significant lack of homogeneity among the studies (Q=56.984, P=0.0001). CONCLUSION: On the whole, autism was found to be related to neural connectivity, and the present research showed the difference in the EEG coherence of people with autism and healthy people. These conclusions require further studies with more extensive data, considering different brain regions, and novel analysis techniques for assessing brain connectivity.
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spelling pubmed-71499562020-04-13 Brain Connectivity Reflected in Electroencephalogram Coherence in Individuals With Autism: A Meta-Analysis Mehdizadefar, Vida Ghassemi, Fanaz Fallah, Ali Basic Clin Neurosci Review Paper INTRODUCTION: Many theories have been proposed about the etiology of autism. One is related to brain connectivity in patients with autism. Several studies have reported brain connectivity changes in autism disease. This study was performed on Electroencephalogram (EEG) studies that evaluated patients with autism, using functional brain connectivity, and compared them with typically-developing individuals. METHODS: Three scientific databases of ScienceDirect, Medline (PubMed), and BioMed Central were systematically searched through their online search engines. Comprehensive Meta-analysis software analyzed the obtained data. RESULTS: The systematic search led to 10 papers, in which EEG coherence was used to obtain the brain connectivity of people with autism. To determine the effect size, Cohen’s d parameter was used. In the first meta-analysis, the study of the maximum effect size was considered, and all significant effect sizes were evaluated in the second meta-analysis. The effect size was assessed using a random-effects model in both meta-analyses. The results of the first meta-analysis indicated that heterogeneity was not present among the studies (Q=13.345, P>0.1). The evaluation of all effect sizes in the second meta-analysis showed a significant lack of homogeneity among the studies (Q=56.984, P=0.0001). CONCLUSION: On the whole, autism was found to be related to neural connectivity, and the present research showed the difference in the EEG coherence of people with autism and healthy people. These conclusions require further studies with more extensive data, considering different brain regions, and novel analysis techniques for assessing brain connectivity. Iranian Neuroscience Society 2019 2019-09-01 /pmc/articles/PMC7149956/ /pubmed/32284830 http://dx.doi.org/10.32598/bcn.9.10.375 Text en Copyright© 2019 Iranian Neuroscience Society http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review Paper
Mehdizadefar, Vida
Ghassemi, Fanaz
Fallah, Ali
Brain Connectivity Reflected in Electroencephalogram Coherence in Individuals With Autism: A Meta-Analysis
title Brain Connectivity Reflected in Electroencephalogram Coherence in Individuals With Autism: A Meta-Analysis
title_full Brain Connectivity Reflected in Electroencephalogram Coherence in Individuals With Autism: A Meta-Analysis
title_fullStr Brain Connectivity Reflected in Electroencephalogram Coherence in Individuals With Autism: A Meta-Analysis
title_full_unstemmed Brain Connectivity Reflected in Electroencephalogram Coherence in Individuals With Autism: A Meta-Analysis
title_short Brain Connectivity Reflected in Electroencephalogram Coherence in Individuals With Autism: A Meta-Analysis
title_sort brain connectivity reflected in electroencephalogram coherence in individuals with autism: a meta-analysis
topic Review Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7149956/
https://www.ncbi.nlm.nih.gov/pubmed/32284830
http://dx.doi.org/10.32598/bcn.9.10.375
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