Increased hippocampal shape asymmetry and volumetric ventricular asymmetry in autism spectrum disorder

Autism spectrum disorder (ASD) is a prevalent and fast-growing pervasive neurodevelopmental disorder worldwide. Despite the increasing prevalence of ASD and the breadth of research conducted on the disorder, a conclusive etiology has yet to be established and controversy still exists surrounding the...

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Main Authors: Rose Richards, Ellen Greimel, Dorit Kliemann, Inga K. Koerte, Gerd Schulte-Körne, Martin Reuter, Christian Wachinger
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:NeuroImage: Clinical
Subjects:
MRI
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158220300449
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spelling doaj-1034fbabcb704f47bcf6a81dfe16a13e2020-11-25T02:33:18ZengElsevierNeuroImage: Clinical2213-15822020-01-0126Increased hippocampal shape asymmetry and volumetric ventricular asymmetry in autism spectrum disorderRose Richards0Ellen Greimel1Dorit Kliemann2Inga K. Koerte3Gerd Schulte-Körne4Martin Reuter5Christian Wachinger6Department of Child and Adolescent Psychiatry, Psychosomatic and Psychotherapy, University Hospital, Ludwig-Maximilian-University, Nussbaumstr. 5a, 80336 Munich, Germany; Corresponding authors.Department of Child and Adolescent Psychiatry, Psychosomatic and Psychotherapy, University Hospital, Ludwig-Maximilian-University, Nussbaumstr. 5a, 80336 Munich, GermanyDivision of Humanities and Social Sciences, California Institute of Technology, Pasadena, CA 91125, USADepartment of Child and Adolescent Psychiatry, Psychosomatic and Psychotherapy, University Hospital, Ludwig-Maximilian-University, Nussbaumstr. 5a, 80336 Munich, Germany; Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USADepartment of Child and Adolescent Psychiatry, Psychosomatic and Psychotherapy, University Hospital, Ludwig-Maximilian-University, Nussbaumstr. 5a, 80336 Munich, GermanyA.A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, 149 Thirteenth Street, Suite 2301, Charlestown, MA, USA; Department of Radiology, Harvard Medical School, Boston, Massachusetts, USA; Image Analysis, German Center for Neurodegenerative Diseases (DZNE), Bonn, GermanyDepartment of Child and Adolescent Psychiatry, Psychosomatic and Psychotherapy, University Hospital, Ludwig-Maximilian-University, Nussbaumstr. 5a, 80336 Munich, Germany; Corresponding authors.Autism spectrum disorder (ASD) is a prevalent and fast-growing pervasive neurodevelopmental disorder worldwide. Despite the increasing prevalence of ASD and the breadth of research conducted on the disorder, a conclusive etiology has yet to be established and controversy still exists surrounding the anatomical abnormalities in ASD. In particular, structural asymmetries have seldom been investigated in ASD, especially in subcortical regions. Additionally, the majority of studies for identifying structural biomarkers associated with ASD have focused on small sample sizes. Therefore, the present study utilizes a large-scale, multi-site database to investigate asymmetries in the amygdala, hippocampus, and lateral ventricles, given the potential involvement of these regions in ASD. Contrary to prior work, we are not only computing volumetric asymmetries, but also shape asymmetries, using a new measure of asymmetry based on spectral shape descriptors. This measure represents the magnitude of the asymmetry and therefore captures both directional and undirectional asymmetry. The asymmetry analysis is conducted on 437 individuals with ASD and 511 healthy controls using T1-weighted MRI scans from the Autism Brain Imaging Data Exchange (ABIDE) database. Results reveal significant asymmetries in the hippocampus and the ventricles, but not in the amygdala, in individuals with ASD. We observe a significant increase in shape asymmetry in the hippocampus, as well as increased volumetric asymmetry in the lateral ventricles in individuals with ASD. Asymmetries in these regions have not previously been reported, likely due to the different characterization of neuroanatomical asymmetry and smaller sample sizes used in previous studies. Given that these results were demonstrated in a large cohort, such asymmetries may be worthy of consideration in the development of neurodiagnostic classification tools for ASD.http://www.sciencedirect.com/science/article/pii/S2213158220300449AutismAsymmetryMRIAmygdalaHippocampusVentricles
collection DOAJ
language English
format Article
sources DOAJ
author Rose Richards
Ellen Greimel
Dorit Kliemann
Inga K. Koerte
Gerd Schulte-Körne
Martin Reuter
Christian Wachinger
spellingShingle Rose Richards
Ellen Greimel
Dorit Kliemann
Inga K. Koerte
Gerd Schulte-Körne
Martin Reuter
Christian Wachinger
Increased hippocampal shape asymmetry and volumetric ventricular asymmetry in autism spectrum disorder
NeuroImage: Clinical
Autism
Asymmetry
MRI
Amygdala
Hippocampus
Ventricles
author_facet Rose Richards
Ellen Greimel
Dorit Kliemann
Inga K. Koerte
Gerd Schulte-Körne
Martin Reuter
Christian Wachinger
author_sort Rose Richards
title Increased hippocampal shape asymmetry and volumetric ventricular asymmetry in autism spectrum disorder
title_short Increased hippocampal shape asymmetry and volumetric ventricular asymmetry in autism spectrum disorder
title_full Increased hippocampal shape asymmetry and volumetric ventricular asymmetry in autism spectrum disorder
title_fullStr Increased hippocampal shape asymmetry and volumetric ventricular asymmetry in autism spectrum disorder
title_full_unstemmed Increased hippocampal shape asymmetry and volumetric ventricular asymmetry in autism spectrum disorder
title_sort increased hippocampal shape asymmetry and volumetric ventricular asymmetry in autism spectrum disorder
publisher Elsevier
series NeuroImage: Clinical
issn 2213-1582
publishDate 2020-01-01
description Autism spectrum disorder (ASD) is a prevalent and fast-growing pervasive neurodevelopmental disorder worldwide. Despite the increasing prevalence of ASD and the breadth of research conducted on the disorder, a conclusive etiology has yet to be established and controversy still exists surrounding the anatomical abnormalities in ASD. In particular, structural asymmetries have seldom been investigated in ASD, especially in subcortical regions. Additionally, the majority of studies for identifying structural biomarkers associated with ASD have focused on small sample sizes. Therefore, the present study utilizes a large-scale, multi-site database to investigate asymmetries in the amygdala, hippocampus, and lateral ventricles, given the potential involvement of these regions in ASD. Contrary to prior work, we are not only computing volumetric asymmetries, but also shape asymmetries, using a new measure of asymmetry based on spectral shape descriptors. This measure represents the magnitude of the asymmetry and therefore captures both directional and undirectional asymmetry. The asymmetry analysis is conducted on 437 individuals with ASD and 511 healthy controls using T1-weighted MRI scans from the Autism Brain Imaging Data Exchange (ABIDE) database. Results reveal significant asymmetries in the hippocampus and the ventricles, but not in the amygdala, in individuals with ASD. We observe a significant increase in shape asymmetry in the hippocampus, as well as increased volumetric asymmetry in the lateral ventricles in individuals with ASD. Asymmetries in these regions have not previously been reported, likely due to the different characterization of neuroanatomical asymmetry and smaller sample sizes used in previous studies. Given that these results were demonstrated in a large cohort, such asymmetries may be worthy of consideration in the development of neurodiagnostic classification tools for ASD.
topic Autism
Asymmetry
MRI
Amygdala
Hippocampus
Ventricles
url http://www.sciencedirect.com/science/article/pii/S2213158220300449
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