Anatomical characterization of ADHD using an atlas-based analysis: A diffusion tensor imaging study

Purpose: To examine brain diffusion characteristics in pediatric patients with attention deficit hyperactivity disorder (ADHD) using diffusion tensor imaging (DTI) and an atlas-based anatomical analysis of the whole brain and to investigate whether these images have unique characteristics that can s...

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Main Authors: Acer Niyazi, Dolu Nazan, Zararsiz Gokmen, Dogan Mehmet Sait, Gumus Kazim, Ozmen Sevgi, Kara Ali Yucel, Soysal Handan, Per Huseyin, Bilgen Mehmet
Format: Article
Language:English
Published: Sciendo 2017-01-01
Series:The EuroBiotech Journal
Online Access:https://doi.org/10.24190/ISSN2564-615X/2017/01.08
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spelling doaj-1f0c0870dfcb4a12bb2180ca14a6688f2021-09-05T17:19:35ZengSciendoThe EuroBiotech Journal2564-615X2017-01-0111465610.24190/ISSN2564-615X/2017/01.08Anatomical characterization of ADHD using an atlas-based analysis: A diffusion tensor imaging studyAcer Niyazi0Dolu Nazan1Zararsiz Gokmen2Dogan Mehmet Sait3Gumus Kazim4Ozmen Sevgi5Kara Ali Yucel6Soysal Handan7Per Huseyin8Bilgen Mehmet9Department of Anatomy, Faculty of Medicine, Erciyes University, Kayseri, TurkeyDepartment of Physiology, Faculty of Medicine, Erciyes University, Kayseri, TurkeyDepartmentof Biostatistics, Faculty of Medicine, Erciyes University, Kayseri, TurkeyDepartment of Radiology, Faculty of Medicine, Erciyes University, Kayseri, TurkeyBiomedical Imaging Research Center, Erciyes University, Kayseri, TurkeyDepartment of Child Psychiatry, Faculty of Medicine, Erciyes University, Kayseri, TurkeyDepartment of Physiology, Faculty of Medicine, Erciyes University, Kayseri, TurkeyDepartment of Anatomy, Faculty of Medicine, Baskent University, Ankara, TurkeyDepartment of Pediatrics, Faculty of Medicine, Erciyes University, Kayseri, TurkeyDepartment of Biophysics, Medical Faculty, Adnan Menderes University, Aydin, TurkeyPurpose: To examine brain diffusion characteristics in pediatric patients with attention deficit hyperactivity disorder (ADHD) using diffusion tensor imaging (DTI) and an atlas-based anatomical analysis of the whole brain and to investigate whether these images have unique characteristics that can support functional diagnoses. Materials and Methods: Seventeen children with ADHD and ten control subjects (all age-matched) underwent MRI scans. The Institutional Ethics Board approved this study. Morphometric analysis was performed using MriStudio software. The diffusion images were normalized using a linear transformation, followed by large deformation diffeomorphic metric mapping (LDDMM). For 189 parcellated brain regions, the volume, fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) were measured. Results: Children with ADHD were found to have increase in the body of lateral ventricle volumes compared to the control. Increased MD was found in the deep gray matter, amygdala, thalamus, substantia nigra, and also the cerebellum left and right side. Increased RD was found in the deep gray matter, caudate, thalamus, substantia nigra and hippocampus left and right side compared to the control. Significant elevated FA was found in the bilateral splenium of the corpus callosum in ADHD patients. Conclusion: Children with ADHD display abnormal diffusion characteristics and anatomical features compared to healthy controls. DTI can provide sensitive information on integrity of white matter (WM) and intra-WM structures in ADHD.https://doi.org/10.24190/ISSN2564-615X/2017/01.08
collection DOAJ
language English
format Article
sources DOAJ
author Acer Niyazi
Dolu Nazan
Zararsiz Gokmen
Dogan Mehmet Sait
Gumus Kazim
Ozmen Sevgi
Kara Ali Yucel
Soysal Handan
Per Huseyin
Bilgen Mehmet
spellingShingle Acer Niyazi
Dolu Nazan
Zararsiz Gokmen
Dogan Mehmet Sait
Gumus Kazim
Ozmen Sevgi
Kara Ali Yucel
Soysal Handan
Per Huseyin
Bilgen Mehmet
Anatomical characterization of ADHD using an atlas-based analysis: A diffusion tensor imaging study
The EuroBiotech Journal
author_facet Acer Niyazi
Dolu Nazan
Zararsiz Gokmen
Dogan Mehmet Sait
Gumus Kazim
Ozmen Sevgi
Kara Ali Yucel
Soysal Handan
Per Huseyin
Bilgen Mehmet
author_sort Acer Niyazi
title Anatomical characterization of ADHD using an atlas-based analysis: A diffusion tensor imaging study
title_short Anatomical characterization of ADHD using an atlas-based analysis: A diffusion tensor imaging study
title_full Anatomical characterization of ADHD using an atlas-based analysis: A diffusion tensor imaging study
title_fullStr Anatomical characterization of ADHD using an atlas-based analysis: A diffusion tensor imaging study
title_full_unstemmed Anatomical characterization of ADHD using an atlas-based analysis: A diffusion tensor imaging study
title_sort anatomical characterization of adhd using an atlas-based analysis: a diffusion tensor imaging study
publisher Sciendo
series The EuroBiotech Journal
issn 2564-615X
publishDate 2017-01-01
description Purpose: To examine brain diffusion characteristics in pediatric patients with attention deficit hyperactivity disorder (ADHD) using diffusion tensor imaging (DTI) and an atlas-based anatomical analysis of the whole brain and to investigate whether these images have unique characteristics that can support functional diagnoses. Materials and Methods: Seventeen children with ADHD and ten control subjects (all age-matched) underwent MRI scans. The Institutional Ethics Board approved this study. Morphometric analysis was performed using MriStudio software. The diffusion images were normalized using a linear transformation, followed by large deformation diffeomorphic metric mapping (LDDMM). For 189 parcellated brain regions, the volume, fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) were measured. Results: Children with ADHD were found to have increase in the body of lateral ventricle volumes compared to the control. Increased MD was found in the deep gray matter, amygdala, thalamus, substantia nigra, and also the cerebellum left and right side. Increased RD was found in the deep gray matter, caudate, thalamus, substantia nigra and hippocampus left and right side compared to the control. Significant elevated FA was found in the bilateral splenium of the corpus callosum in ADHD patients. Conclusion: Children with ADHD display abnormal diffusion characteristics and anatomical features compared to healthy controls. DTI can provide sensitive information on integrity of white matter (WM) and intra-WM structures in ADHD.
url https://doi.org/10.24190/ISSN2564-615X/2017/01.08
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