Reduced Gray Matter Volume in the Social Brain Network in Adults with Autism Spectrum Disorder

Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by behavioral impairment in social interactions. Although theoretical and empirical evidence suggests that impairment in the social brain network could be the neural underpinnings of ASD, previous structural magnetic reson...

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Main Authors: Wataru Sato, Takanori Kochiyama, Shota Uono, Sayaka Yoshimura, Yasutaka Kubota, Reiko Sawada, Morimitsu Sakihama, Motomi Toichi
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-08-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fnhum.2017.00395/full
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spelling doaj-a5e46818b9ad42e2a39b1081934369922020-11-25T02:55:50ZengFrontiers Media S.A.Frontiers in Human Neuroscience1662-51612017-08-011110.3389/fnhum.2017.00395270740Reduced Gray Matter Volume in the Social Brain Network in Adults with Autism Spectrum DisorderWataru Sato0Takanori Kochiyama1Shota Uono2Sayaka Yoshimura3Yasutaka Kubota4Reiko Sawada5Morimitsu Sakihama6Motomi Toichi7Motomi Toichi8Department of Neurodevelopmental Psychiatry, Habilitation and Rehabilitation, Graduate School of Medicine, Kyoto UniversityKyoto, JapanBrain Activity Imaging Center, Advanced Telecommunications Research Institute InternationalKyoto, JapanDepartment of Neurodevelopmental Psychiatry, Habilitation and Rehabilitation, Graduate School of Medicine, Kyoto UniversityKyoto, JapanDepartment of Neurodevelopmental Psychiatry, Habilitation and Rehabilitation, Graduate School of Medicine, Kyoto UniversityKyoto, JapanHealth and Medical Services Center, Shiga UniversityShiga, JapanDepartment of Neurodevelopmental Psychiatry, Habilitation and Rehabilitation, Graduate School of Medicine, Kyoto UniversityKyoto, JapanRakuwa-kai Otowa HospitalKyoto, JapanFaculty of Human Health Science, Kyoto UniversityKyoto, JapanThe Organization for Promoting Neurodevelopmental Disorder ResearchKyoto, JapanAutism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by behavioral impairment in social interactions. Although theoretical and empirical evidence suggests that impairment in the social brain network could be the neural underpinnings of ASD, previous structural magnetic resonance imaging (MRI) studies in adults with ASD have not provided clear support for this, possibly due to confounding factors, such as language impairments. To further explore this issue, we acquired structural MRI data and analyzed gray matter volume in adults with ASD (n = 36) who had no language impairments (diagnosed with Asperger’s disorder or pervasive developmental disorder not otherwise specified, with symptoms milder than those of Asperger’s disorder), had no comorbidity, and were not taking medications, and in age- and sex-matched typically developing (TD) controls (n = 36). Univariate voxel-based morphometry analyses revealed that regional gray matter volume was lower in the ASD than in the control group in several brain regions, including the right inferior occipital gyrus, left fusiform gyrus, right middle temporal gyrus, bilateral amygdala, right inferior frontal gyrus, right orbitofrontal cortex, and left dorsomedial prefrontal cortex. A multivariate approach using a partial least squares (PLS) method showed that these regions constituted a network that could be used to discriminate between the ASD and TD groups. A PLS discriminant analysis using information from these regions showed high accuracy, sensitivity, specificity, and precision (>80%) in discriminating between the groups. These results suggest that reduced gray matter volume in the social brain network represents the neural underpinnings of behavioral social malfunctioning in adults with ASD.http://journal.frontiersin.org/article/10.3389/fnhum.2017.00395/fullamygdalaautism spectrum disorder (ASD)fusiform gyrusdorsomedial prefrontal cortexmiddle temporal gyrussocial brain network
collection DOAJ
language English
format Article
sources DOAJ
author Wataru Sato
Takanori Kochiyama
Shota Uono
Sayaka Yoshimura
Yasutaka Kubota
Reiko Sawada
Morimitsu Sakihama
Motomi Toichi
Motomi Toichi
spellingShingle Wataru Sato
Takanori Kochiyama
Shota Uono
Sayaka Yoshimura
Yasutaka Kubota
Reiko Sawada
Morimitsu Sakihama
Motomi Toichi
Motomi Toichi
Reduced Gray Matter Volume in the Social Brain Network in Adults with Autism Spectrum Disorder
Frontiers in Human Neuroscience
amygdala
autism spectrum disorder (ASD)
fusiform gyrus
dorsomedial prefrontal cortex
middle temporal gyrus
social brain network
author_facet Wataru Sato
Takanori Kochiyama
Shota Uono
Sayaka Yoshimura
Yasutaka Kubota
Reiko Sawada
Morimitsu Sakihama
Motomi Toichi
Motomi Toichi
author_sort Wataru Sato
title Reduced Gray Matter Volume in the Social Brain Network in Adults with Autism Spectrum Disorder
title_short Reduced Gray Matter Volume in the Social Brain Network in Adults with Autism Spectrum Disorder
title_full Reduced Gray Matter Volume in the Social Brain Network in Adults with Autism Spectrum Disorder
title_fullStr Reduced Gray Matter Volume in the Social Brain Network in Adults with Autism Spectrum Disorder
title_full_unstemmed Reduced Gray Matter Volume in the Social Brain Network in Adults with Autism Spectrum Disorder
title_sort reduced gray matter volume in the social brain network in adults with autism spectrum disorder
publisher Frontiers Media S.A.
series Frontiers in Human Neuroscience
issn 1662-5161
publishDate 2017-08-01
description Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by behavioral impairment in social interactions. Although theoretical and empirical evidence suggests that impairment in the social brain network could be the neural underpinnings of ASD, previous structural magnetic resonance imaging (MRI) studies in adults with ASD have not provided clear support for this, possibly due to confounding factors, such as language impairments. To further explore this issue, we acquired structural MRI data and analyzed gray matter volume in adults with ASD (n = 36) who had no language impairments (diagnosed with Asperger’s disorder or pervasive developmental disorder not otherwise specified, with symptoms milder than those of Asperger’s disorder), had no comorbidity, and were not taking medications, and in age- and sex-matched typically developing (TD) controls (n = 36). Univariate voxel-based morphometry analyses revealed that regional gray matter volume was lower in the ASD than in the control group in several brain regions, including the right inferior occipital gyrus, left fusiform gyrus, right middle temporal gyrus, bilateral amygdala, right inferior frontal gyrus, right orbitofrontal cortex, and left dorsomedial prefrontal cortex. A multivariate approach using a partial least squares (PLS) method showed that these regions constituted a network that could be used to discriminate between the ASD and TD groups. A PLS discriminant analysis using information from these regions showed high accuracy, sensitivity, specificity, and precision (>80%) in discriminating between the groups. These results suggest that reduced gray matter volume in the social brain network represents the neural underpinnings of behavioral social malfunctioning in adults with ASD.
topic amygdala
autism spectrum disorder (ASD)
fusiform gyrus
dorsomedial prefrontal cortex
middle temporal gyrus
social brain network
url http://journal.frontiersin.org/article/10.3389/fnhum.2017.00395/full
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