Brain Imaging of the Cortex in ADHD: A Coordinated Analysis of Large-Scale Clinical and Population-Based Samples

Research output: Contribution to journalResearch articleContributedpeer-review

Contributors

  • Martine Hoogman - , Monash University (Author)
  • Ryan Muetzel - , Monash University (Author)
  • Joao P Guimaraes - , Monash University (Author)
  • Elena Shumskaya - , Monash University (Author)
  • Maarten Mennes - , Monash University (Author)
  • Marcel P Zwiers - , Monash University (Author)
  • Neda Jahanshad - , Monash University (Author)
  • Gustavo Sudre - , Monash University (Author)
  • Thomas Wolfers - , Monash University (Author)
  • Eric A Earl - , Monash University (Author)
  • Juan Carlos Soliva Vila - , Monash University (Author)
  • Yolanda Vives-Gilabert - , Monash University (Author)
  • Sabin Khadka - , Monash University (Author)
  • Stephanie E Novotny - , Monash University (Author)
  • Catharina A Hartman - , Monash University (Author)
  • Dirk J Heslenfeld - , Monash University (Author)
  • Lizanne J S Schweren - , Monash University (Author)
  • Sara Ambrosino - , Monash University (Author)
  • Bob Oranje - , Monash University (Author)
  • Patrick de Zeeuw - , Monash University (Author)
  • Tiffany M Chaim-Avancini - , Monash University (Author)
  • Pedro G P Rosa - , Monash University (Author)
  • Marcus V Zanetti - , Monash University (Author)
  • Charles B Malpas - , Monash University (Author)
  • Georg G von Polier - , Monash University (Author)
  • Jochen Seitz - , Monash University (Author)
  • Joseph Biederman - , Monash University (Author)
  • Alysa E Doyle - , Monash University (Author)
  • Anders M Dale - , Monash University (Author)
  • Theo G M van Erp - , Monash University (Author)
  • Jeffery N Epstein - , Monash University (Author)
  • Terry L Jernigan - , Monash University (Author)
  • Ramona Baur-Streubel - , Monash University (Author)
  • Georg C Ziegler - , Monash University (Author)
  • Kathrin C Zierhut - , Monash University (Author)
  • Anouk Schrantee - , Monash University (Author)
  • Marie F Høvik - , Monash University (Author)
  • Astri J Lundervold - , Monash University (Author)
  • Clare Kelly - , Monash University (Author)
  • Hazel McCarthy - , Monash University (Author)
  • Norbert Skokauskas - , Monash University (Author)
  • Ruth L O'Gorman Tuura - , Monash University (Author)
  • Anna Calvo - , Monash University (Author)
  • Sara Lera-Miguel - , Monash University (Author)
  • Rosa Nicolau - , Monash University (Author)
  • Kaylita C Chantiluke - , Monash University (Author)
  • Anastasia Christakou - , Monash University (Author)
  • Alasdair Vance - , Monash University (Author)
  • Mara Cercignani - , Monash University (Author)
  • Matt C Gabel - , Monash University (Author)
  • Philip Asherson - , Monash University (Author)
  • Sarah Baumeister - , Monash University (Author)
  • Daniel Brandeis - , Monash University (Author)
  • Sarah Hohmann - , Monash University (Author)
  • Ivanei E Bramati - , Monash University (Author)
  • Fernanda Tovar-Moll - , Monash University (Author)
  • Andreas J Fallgatter - , Monash University (Author)
  • Bernd Kardatzki - , Monash University (Author)
  • Lena Schwarz - , Monash University (Author)
  • Anatoly Anikin - , Monash University (Author)
  • Alexandr Baranov - , Monash University (Author)
  • Tinatin Gogberashvili - , Monash University (Author)
  • Dmitry Kapilushniy - , Monash University (Author)
  • Anastasia Solovieva - , Monash University (Author)
  • Hanan El Marroun - , Monash University (Author)
  • Tonya White - , Monash University (Author)
  • Georgii Karkashadze - , Monash University (Author)
  • Leyla Namazova-Baranova - , Monash University (Author)
  • Thomas Ethofer - , Monash University (Author)
  • Paulo Mattos - , Monash University (Author)
  • Tobias Banaschewski - , Monash University (Author)
  • David Coghill - , Monash University (Author)
  • Kerstin J Plessen - , Monash University (Author)
  • Jonna Kuntsi - , Monash University (Author)
  • Mitul A Mehta - , Monash University (Author)
  • Yannis Paloyelis - , Monash University (Author)
  • Neil A Harrison - , Monash University (Author)
  • Mark A Bellgrove - , Monash University (Author)
  • Tim J Silk - , Monash University (Author)
  • Ana I Cubillo - , Monash University (Author)
  • Luisa Lazaro - , Monash University (Author)
  • Silvia Brem - , Monash University (Author)
  • Susanne Walitza - , Monash University (Author)
  • Thomas Frodl - , Monash University (Author)
  • Mariam Zentis - , Monash University (Author)
  • Francisco X Castellanos - , Monash University (Author)
  • Yuliya N Yoncheva - , Monash University (Author)
  • Jan Haavik - , Monash University (Author)
  • Liesbeth Reneman - , Monash University (Author)
  • Annette Conzelmann - , Monash University (Author)
  • Klaus-Peter Lesch - , Monash University (Author)
  • Paul Pauli - , Monash University (Author)
  • Andreas Reif - , Monash University (Author)
  • Leanne Tamm - , Monash University (Author)
  • Kerstin Konrad - , Monash University (Author)
  • Eileen Oberwelland Weiss - , Monash University (Author)
  • Geraldo F Busatto - , Monash University (Author)
  • Mario R Louza - , Monash University (Author)
  • Sarah Durston - , Monash University (Author)
  • Pieter J Hoekstra - , Monash University (Author)
  • Jaap Oosterlaan - , Monash University (Author)
  • Michael C Stevens - , Monash University (Author)
  • J Antoni Ramos-Quiroga - , Monash University (Author)
  • Oscar Vilarroya - , Monash University (Author)
  • Damien A Fair - , Monash University (Author)
  • Joel T Nigg - , Monash University (Author)
  • Paul M Thompson - , Monash University (Author)
  • Jan K Buitelaar - , Monash University (Author)
  • Stephen V Faraone - , Monash University (Author)
  • Philip Shaw - , Monash University (Author)
  • Henning Tiemeier - , Monash University (Author)
  • Janita Bralten - , Monash University (Author)
  • Barbara Franke - , Monash University (Author)
  • Katya Rubia - , Department of Child and Adolescent Psychiatry and Psychotherapy (Author)
  • Gregor Kohls - , Department of Child and Adolescent Psychiatry and Psychotherapy (Author)

Abstract

OBJECTIVE: Neuroimaging studies show structural alterations of various brain regions in children and adults with attention deficit hyperactivity disorder (ADHD), although nonreplications are frequent. The authors sought to identify cortical characteristics related to ADHD using large-scale studies.

METHODS: Cortical thickness and surface area (based on the Desikan-Killiany atlas) were compared between case subjects with ADHD (N=2,246) and control subjects (N=1,934) for children, adolescents, and adults separately in ENIGMA-ADHD, a consortium of 36 centers. To assess familial effects on cortical measures, case subjects, unaffected siblings, and control subjects in the NeuroIMAGE study (N=506) were compared. Associations of the attention scale from the Child Behavior Checklist with cortical measures were determined in a pediatric population sample (Generation-R, N=2,707).

RESULTS: In the ENIGMA-ADHD sample, lower surface area values were found in children with ADHD, mainly in frontal, cingulate, and temporal regions; the largest significant effect was for total surface area (Cohen's d=-0.21). Fusiform gyrus and temporal pole cortical thickness was also lower in children with ADHD. Neither surface area nor thickness differences were found in the adolescent or adult groups. Familial effects were seen for surface area in several regions. In an overlapping set of regions, surface area, but not thickness, was associated with attention problems in the Generation-R sample.

CONCLUSIONS: Subtle differences in cortical surface area are widespread in children but not adolescents and adults with ADHD, confirming involvement of the frontal cortex and highlighting regions deserving further attention. Notably, the alterations behave like endophenotypes in families and are linked to ADHD symptoms in the population, extending evidence that ADHD behaves as a continuous trait in the population. Future longitudinal studies should clarify individual lifespan trajectories that lead to nonsignificant findings in adolescent and adult groups despite the presence of an ADHD diagnosis.

Details

Original languageEnglish
Pages (from-to)531-542
Number of pages12
JournalThe American journal of psychiatry
Volume176
Issue number7
Publication statusPublished - 1 Jul 2019
Peer-reviewedYes

External IDs

PubMedCentral PMC6879185
Scopus 85069237582

Keywords

Keywords

  • Adolescent, Adult, Age Factors, Attention Deficit Disorder with Hyperactivity/diagnostic imaging, Case-Control Studies, Cerebral Cortex/diagnostic imaging, Child, Child, Preschool, Female, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Neuroimaging, Psychiatric Status Rating Scales, Sex Factors, Young Adult