Structural brain alterations and their association with cognitive function and symptoms in Attention-deficit/Hyperactivity Disorder families

Gray matter disruptions have been found consistently in Attention-deficit/Hyperactivity Disorder (ADHD). The organization of these alterations into brain structural networks remains largely unexplored. We investigated 508 participants (281 males) with ADHD (N = 210), their unaffected siblings (N = 1...

Full description

Bibliographic Details
Main Authors: Wenhao Jiang, Kuaikuai Duan, Kelly Rootes-Murdy, Pieter J. Hoekstra, Catharina A. Hartman, Jaap Oosterlaan, Dirk Heslenfeld, Barbara Franke, Jan Buitelaar, Alejandro Arias-Vasquez, Jingyu Liu, Jessica A. Turner
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:NeuroImage: Clinical
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158220301108
id doaj-4d073564633b49788fc3d4f14c98d689
record_format Article
spelling doaj-4d073564633b49788fc3d4f14c98d6892020-11-25T03:38:39ZengElsevierNeuroImage: Clinical2213-15822020-01-0127102273Structural brain alterations and their association with cognitive function and symptoms in Attention-deficit/Hyperactivity Disorder familiesWenhao Jiang0Kuaikuai Duan1Kelly Rootes-Murdy2Pieter J. Hoekstra3Catharina A. Hartman4Jaap Oosterlaan5Dirk Heslenfeld6Barbara Franke7Jan Buitelaar8Alejandro Arias-Vasquez9Jingyu Liu10Jessica A. Turner11Department of Psychology, Georgia State University, USASchool of Electrical and Computer Engineering, Georgia Institute of Technology, USADepartment of Psychology, Georgia State University, USAUniversity of Groningen, University Medical Center Groningen, Department of Psychiatry, Groningen, The NetherlandsUniversity of Groningen, University Medical Center Groningen, Department of Psychiatry, Groningen, The NetherlandsDepartment of Clinical Neuropsychology, VU University Amsterdam, Amsterdam, The NetherlandsDepartment of Clinical Neuropsychology, VU University Amsterdam, Amsterdam, The NetherlandsDepartment of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands; Department of Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The NetherlandsDepartment of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The NetherlandsDepartment of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands; Department of Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The NetherlandsDepartment of Computer Science, TReNDS Center, Georgia State University, Atlanta, USADepartment of Psychology, Georgia State University, USA; Neuroscience Institute, Georgia State University, USA; Corresponding author at: Psychology and Neuroscience, Georgia State University, Atlanta, GA, USA.Gray matter disruptions have been found consistently in Attention-deficit/Hyperactivity Disorder (ADHD). The organization of these alterations into brain structural networks remains largely unexplored. We investigated 508 participants (281 males) with ADHD (N = 210), their unaffected siblings (N = 108), individuals with subthreshold ADHD (N = 49), and unrelated healthy controls (N = 141) with an age range from 7 to 18 years old from 336 families in the Dutch NeuroIMAGE project. Source based morphometry was used to examine structural brain network alterations and their association with symptoms and cognitive performance. Two networks showed significant reductions in individuals with ADHD compared to unrelated healthy controls after False Discovery Rate correction. Component A, mainly located in bilateral Crus I, showed a ADHD/typically developing difference with subthreshold cases being intermediate between ADHD and typically developing controls. The unaffected siblings were similar to controls. After correcting for IQ and medication status, component A showed a negative correlation with inattention symptoms across the entire sample. Component B included a maximum cluster in the bilateral insula, where unaffected siblings, similar to individuals with ADHD, showed significantly reduced loadings compared to controls; but no relationship with individual symptoms or cognitive measures was found for component B. This multivariate approach suggests that areas reflecting genetic liability within ADHD are partly separate from those areas modulating symptom severity.http://www.sciencedirect.com/science/article/pii/S2213158220301108ADHDIndependent component analysisCerebellumInsulaInattention
collection DOAJ
language English
format Article
sources DOAJ
author Wenhao Jiang
Kuaikuai Duan
Kelly Rootes-Murdy
Pieter J. Hoekstra
Catharina A. Hartman
Jaap Oosterlaan
Dirk Heslenfeld
Barbara Franke
Jan Buitelaar
Alejandro Arias-Vasquez
Jingyu Liu
Jessica A. Turner
spellingShingle Wenhao Jiang
Kuaikuai Duan
Kelly Rootes-Murdy
Pieter J. Hoekstra
Catharina A. Hartman
Jaap Oosterlaan
Dirk Heslenfeld
Barbara Franke
Jan Buitelaar
Alejandro Arias-Vasquez
Jingyu Liu
Jessica A. Turner
Structural brain alterations and their association with cognitive function and symptoms in Attention-deficit/Hyperactivity Disorder families
NeuroImage: Clinical
ADHD
Independent component analysis
Cerebellum
Insula
Inattention
author_facet Wenhao Jiang
Kuaikuai Duan
Kelly Rootes-Murdy
Pieter J. Hoekstra
Catharina A. Hartman
Jaap Oosterlaan
Dirk Heslenfeld
Barbara Franke
Jan Buitelaar
Alejandro Arias-Vasquez
Jingyu Liu
Jessica A. Turner
author_sort Wenhao Jiang
title Structural brain alterations and their association with cognitive function and symptoms in Attention-deficit/Hyperactivity Disorder families
title_short Structural brain alterations and their association with cognitive function and symptoms in Attention-deficit/Hyperactivity Disorder families
title_full Structural brain alterations and their association with cognitive function and symptoms in Attention-deficit/Hyperactivity Disorder families
title_fullStr Structural brain alterations and their association with cognitive function and symptoms in Attention-deficit/Hyperactivity Disorder families
title_full_unstemmed Structural brain alterations and their association with cognitive function and symptoms in Attention-deficit/Hyperactivity Disorder families
title_sort structural brain alterations and their association with cognitive function and symptoms in attention-deficit/hyperactivity disorder families
publisher Elsevier
series NeuroImage: Clinical
issn 2213-1582
publishDate 2020-01-01
description Gray matter disruptions have been found consistently in Attention-deficit/Hyperactivity Disorder (ADHD). The organization of these alterations into brain structural networks remains largely unexplored. We investigated 508 participants (281 males) with ADHD (N = 210), their unaffected siblings (N = 108), individuals with subthreshold ADHD (N = 49), and unrelated healthy controls (N = 141) with an age range from 7 to 18 years old from 336 families in the Dutch NeuroIMAGE project. Source based morphometry was used to examine structural brain network alterations and their association with symptoms and cognitive performance. Two networks showed significant reductions in individuals with ADHD compared to unrelated healthy controls after False Discovery Rate correction. Component A, mainly located in bilateral Crus I, showed a ADHD/typically developing difference with subthreshold cases being intermediate between ADHD and typically developing controls. The unaffected siblings were similar to controls. After correcting for IQ and medication status, component A showed a negative correlation with inattention symptoms across the entire sample. Component B included a maximum cluster in the bilateral insula, where unaffected siblings, similar to individuals with ADHD, showed significantly reduced loadings compared to controls; but no relationship with individual symptoms or cognitive measures was found for component B. This multivariate approach suggests that areas reflecting genetic liability within ADHD are partly separate from those areas modulating symptom severity.
topic ADHD
Independent component analysis
Cerebellum
Insula
Inattention
url http://www.sciencedirect.com/science/article/pii/S2213158220301108
work_keys_str_mv AT wenhaojiang structuralbrainalterationsandtheirassociationwithcognitivefunctionandsymptomsinattentiondeficithyperactivitydisorderfamilies
AT kuaikuaiduan structuralbrainalterationsandtheirassociationwithcognitivefunctionandsymptomsinattentiondeficithyperactivitydisorderfamilies
AT kellyrootesmurdy structuralbrainalterationsandtheirassociationwithcognitivefunctionandsymptomsinattentiondeficithyperactivitydisorderfamilies
AT pieterjhoekstra structuralbrainalterationsandtheirassociationwithcognitivefunctionandsymptomsinattentiondeficithyperactivitydisorderfamilies
AT catharinaahartman structuralbrainalterationsandtheirassociationwithcognitivefunctionandsymptomsinattentiondeficithyperactivitydisorderfamilies
AT jaapoosterlaan structuralbrainalterationsandtheirassociationwithcognitivefunctionandsymptomsinattentiondeficithyperactivitydisorderfamilies
AT dirkheslenfeld structuralbrainalterationsandtheirassociationwithcognitivefunctionandsymptomsinattentiondeficithyperactivitydisorderfamilies
AT barbarafranke structuralbrainalterationsandtheirassociationwithcognitivefunctionandsymptomsinattentiondeficithyperactivitydisorderfamilies
AT janbuitelaar structuralbrainalterationsandtheirassociationwithcognitivefunctionandsymptomsinattentiondeficithyperactivitydisorderfamilies
AT alejandroariasvasquez structuralbrainalterationsandtheirassociationwithcognitivefunctionandsymptomsinattentiondeficithyperactivitydisorderfamilies
AT jingyuliu structuralbrainalterationsandtheirassociationwithcognitivefunctionandsymptomsinattentiondeficithyperactivitydisorderfamilies
AT jessicaaturner structuralbrainalterationsandtheirassociationwithcognitivefunctionandsymptomsinattentiondeficithyperactivitydisorderfamilies
_version_ 1724541352099708928