Cross-Diagnosis Structural Correlates of Autistic-Like Social Communication Differences.


Journal

Cerebral cortex (New York, N.Y. : 1991)
ISSN: 1460-2199
Titre abrégé: Cereb Cortex
Pays: United States
ID NLM: 9110718

Informations de publication

Date de publication:
01 10 2021
Historique:
received: 11 01 2021
revised: 10 04 2021
accepted: 27 04 2021
pubmed: 4 6 2021
medline: 1 4 2022
entrez: 3 6 2021
Statut: ppublish

Résumé

Social communication differences are seen in autism spectrum disorder (ASD), attention-deficit/hyperactivity disorder (ADHD), and obsessive-compulsive disorder (OCD), but the brain mechanisms contributing to these differences remain largely unknown. To address this gap, we used a data-driven and diagnosis-agnostic approach to discover brain correlates of social communication differences in ASD, ADHD, and OCD, and subgroups of individuals who share similar patterns of brain-behavior associations. A machine learning pipeline (regression clustering) was used to discover the pattern of association between structural brain measures (volume, surface area, and cortical thickness) and social communication abilities. Participants (n = 416) included children with a diagnosis of ASD (n = 192, age = 12.0[5.6], 19% female), ADHD (n = 109, age = 11.1[4.1], 18% female), or OCD (n = 50, age = 12.3[4.2], 42% female), and typically developing controls (n = 65, age = 11.6[7.1], 48% female). The analyses revealed (1) associations with social communication abilities in distributed cortical and subcortical networks implicated in social behaviors, language, attention, memory, and executive functions, and (2) three data-driven, diagnosis-agnostic subgroups based on the patterns of association in the above networks. Our results suggest that different brain networks may contribute to social communication differences in subgroups that are not diagnosis-specific.

Identifiants

pubmed: 34080611
pii: 6291515
doi: 10.1093/cercor/bhab142
pmc: PMC8491692
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

5067-5076

Subventions

Organisme : New Frontiers in Research Fund
ID : NFRFE-2018-00482
Organisme : Ontario Brain Institute
ID : IDS-11-02

Informations de copyright

© The Author(s) 2021. Published by Oxford University Press.

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Auteurs

Azadeh Kushki (A)

Autism Research Centre, Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario M4G 1R8, Canada.
University of Toronto, Institute of Biomedical Engineering, Toronto, Ontario M5S 3G9, Canada.

Robyn E Cardy (RE)

Autism Research Centre, Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario M4G 1R8, Canada.
University of Toronto, Institute of Biomedical Engineering, Toronto, Ontario M5S 3G9, Canada.

Sina Panahandeh (S)

Autism Research Centre, Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario M4G 1R8, Canada.
University of Toronto, Institute of Biomedical Engineering, Toronto, Ontario M5S 3G9, Canada.

Mahan Malihi (M)

Autism Research Centre, Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario M4G 1R8, Canada.
University of Toronto, Institute of Biomedical Engineering, Toronto, Ontario M5S 3G9, Canada.

Christopher Hammill (C)

Mouse Imaging Centre, The Hospital for Sick Children, Toronto, Ontario M5T 3H7, Canada.

Jessica Brian (J)

Autism Research Centre, Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario M4G 1R8, Canada.
Department of Paediatrics, University of Toronto, Toronto, Ontario M5G 1X8, Canada.

Alana Iaboni (A)

Autism Research Centre, Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario M4G 1R8, Canada.

Margot J Taylor (MJ)

Diagnostic Imaging, The Hospital for Sick Children, Toronto, Ontario M5G 1X8, Canada.
Department of Medical Imaging, University of Toronto, Toronto M5T 1W7, Canada.

Russell Schachar (R)

Department of Psychiatry, University of Toronto, Toronto, Ontario M5T 1R8, Canada.
Department of Psychiatry, The Hospital for Sick Children, Toronto, Ontario M5G 1X8, Canada.

Jennifer Crosbie (J)

Department of Psychiatry, University of Toronto, Toronto, Ontario M5T 1R8, Canada.
Department of Psychiatry, The Hospital for Sick Children, Toronto, Ontario M5G 1X8, Canada.

Paul Arnold (P)

Hotchkiss Brain Institute, Departments of Psychiatry & Medical Genetics, University of Calgary, Calgary, Alberta T2N 4N1, Canada.

Elizabeth Kelley (E)

Department of Psychology and Centre for Neuroscience Studies, Queen's University, Kingston, Ontario K7L 3N6, Canada.

Muhammad Ayub (M)

Department of Psychiatry, Queen's University, Kingston, Ontario K7L 7X3, Canada.

Robert Nicolson (R)

Department of Psychiatry, Western University, London, Ontario M6c 0A7, Canada.

Stelios Georgiades (S)

Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario L8S 4L8, Canada.

Jason P Lerch (JP)

Mouse Imaging Centre, The Hospital for Sick Children, Toronto, Ontario M5T 3H7, Canada.
Program in Neuroscience and Mental Health, The Hospital for Sick Children, Department of Medical Biophysics, University of Toronto, Toronto, Ontario M5G 0A4, Canada.
Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford OX3 9DU, UK.

Evdokia Anagnostou (E)

Autism Research Centre, Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario M4G 1R8, Canada.
Department of Paediatrics, University of Toronto, Toronto, Ontario M5G 1X8, Canada.

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