Evidence map›Paper›PMID 35552620›Full record

ArticleCerebral cortex (New York, N.Y. : 1991)2023

A convergent structure-function substrate of cognitive imbalances in autism.

Seok-Jun Hong, Laurent Mottron, Bo-Yong Park, Oualid Benkarim, Sofie L Valk, Casey Paquola, Sara Larivière, Reinder Vos de Wael, Janie Degré-Pelletier, Isabelle Soulieres and 5 more

Open access · greenAbstract read
In one paragraph

Article in Cerebral cortex (New York, N.Y. : 1991), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
1.9field-weighted citation impact, top 15% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 18 citations in OpenAlex.

  1. Functional Brain Asymmetry Reveals Heterogeneous Subtypes in Autism Spectrum Disorder.Autism research : official journal of the International Society for Autism Research · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors at 6 institutions in 4 countries.

Seok-Jun HongMultimodal Imaging and Connectome Analysis Laboratory, McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery and Montreal Neurological Institute and Hospital, McGill University, 3801 University Street, Montreal, Quebec H3A2B4, Canada.ORCID 0000-0002-1847-578X
Laurent MottronCentre de Recherche du CIUSSSNIM and Department of Psychiatry and Addictology, Université de Montréal, 7070 boulevard Perras, Montréal, Quebec H1E 1A4, Canada.ORCID 0000-0001-5668-5422
Bo-Yong ParkMultimodal Imaging and Connectome Analysis Laboratory, McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery and Montreal Neurological Institute and Hospital, McGill University, 3801 University Street, Montreal, Quebec H3A2B4, Canada.ORCID 0000-0001-7096-337X
Oualid BenkarimMultimodal Imaging and Connectome Analysis Laboratory, McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery and Montreal Neurological Institute and Hospital, McGill University, 3801 University Street, Montreal, Quebec H3A2B4, Canada.ORCID 0000-0003-3922-7643
Sofie L ValkMultimodal Imaging and Connectome Analysis Laboratory, McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery and Montreal Neurological Institute and Hospital, McGill University, 3801 University Street, Montreal, Quebec H3A2B4, Canada.ORCID 0000-0003-2998-6849
Casey PaquolaMultimodal Imaging and Connectome Analysis Laboratory, McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery and Montreal Neurological Institute and Hospital, McGill University, 3801 University Street, Montreal, Quebec H3A2B4, Canada.
Sara LarivièreMultimodal Imaging and Connectome Analysis Laboratory, McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery and Montreal Neurological Institute and Hospital, McGill University, 3801 University Street, Montreal, Quebec H3A2B4, Canada.ORCID 0000-0001-5701-1307
Reinder Vos de WaelMultimodal Imaging and Connectome Analysis Laboratory, McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery and Montreal Neurological Institute and Hospital, McGill University, 3801 University Street, Montreal, Quebec H3A2B4, Canada.ORCID 0000-0003-0574-6576
Janie Degré-PelletierMultimodal Imaging and Connectome Analysis Laboratory, McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery and Montreal Neurological Institute and Hospital, McGill University, 3801 University Street, Montreal, Quebec H3A2B4, Canada.ORCID 0000-0002-2804-1993
Isabelle SoulieresDepartment of Psychology, Université du Québec à Montréal, 100 rue Sherbrooke Ouest, Montréal, Québec H2X 3P2, Canada.ORCID 0000-0002-0875-4101
Bruce RamphalDepartment of Psychiatry, The New York State Psychiatric Institute and the College of Physicians Surgeons, Columbia University, 1051 Riverside Drive, New York, NY 10032, United States.ORCID 0000-0003-4017-8682
Amy MargolisDepartment of Psychiatry, The New York State Psychiatric Institute and the College of Physicians Surgeons, Columbia University, 1051 Riverside Drive, New York, NY 10032, United States.ORCID 0000-0001-5177-4821
Michael MilhamCenter for the Developing Brain, Child Mind Institute, 101 East 56th Street, New York, NY 10022, United States.ORCID 0000-0003-3532-1210
Adriana Di MartinoAutism Center, Child Mind Institute, 101 East 56th Street, New York, NY 10022, United States.ORCID 0000-0001-6927-290X
Boris C BernhardtMultimodal Imaging and Connectome Analysis Laboratory, McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery and Montreal Neurological Institute and Hospital, McGill University, 3801 University Street, Montreal, Quebec H3A2B4, Canada.ORCID 0000-0001-9256-6041
Montreal Neurological Institute and Hospital · CAColumbia University · USCentre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal · CAChild Mind Institute · USNathan Kline Institute for Psychiatric Research · USUniversité du Québec à Montréal · CA

Funding

Identifying Newborns at Risk of Adverse Neurodevelopmental Outcomes and Obesity from Air Pollution.UG3OD023290 · OD · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI HERBSTMAN, JULIE BETH, MARGOLIS, AMY · 2016 to 2024
$10.9M
Neuronal Correlates of Autistic Traits in ADHD and AutismR01MH105506 · NIMH · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI DI MARTINO, ADRIANA · 2015 to 2019
$3.7M
Neural signatures of outcome in preschoolers with autismR01MH115363 · NIMH · CHILD MIND INSTITUTE, INC. · PI DI MARTINO, ADRIANA · 2018 to 2023
$3.5M
Environmental bisphenol exposure, infant brain and behavior: Human and animal modelsR01ES030950 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI VEENSTRA-VANDERWEELE, JEREMY · 2020 to 2023
$2.6M
Prenatal Exposure to Environmental Tobacco Smoke, COVID-19- Related Psychosocial Stress, and Neurodevelopment.K23ES026239 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI MARGOLIS, AMY · 2016 to 2021
$767k
Enhancing the Autism Brain Imaging Data Exchange to Define the Autism ConnectomeR21MH107045 · NIMH · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI DI MARTINO, ADRIANA · 2015 to 2016
$479k
CIHRNIEHS NIH HHS K23 ES026239NIEHS NIH HHS R01 ES030950NIH HHS UG3 OD023290NIMH NIH HHS R01 MH105506NIMH NIH HHS R01 MH115363NIMH NIH HHS R21MH107045-01
6 · The paper itself

Abstract

backgroundAutism spectrum disorder (ASD) is a common neurodevelopmental diagnosis showing substantial phenotypic heterogeneity. A leading example can be found in verbal and nonverbal cognitive skills, which vary from elevated to impaired compared with neurotypical individuals. Moreover, deficits in verbal profiles often coexist with normal or superior performance in the nonverbal domain.

methodsTo study brain substrates underlying cognitive imbalance in ASD, we capitalized categorical and dimensional IQ profiling as well as multimodal neuroimaging.

resultsIQ analyses revealed a marked verbal to nonverbal IQ imbalance in ASD across 2 datasets (Dataset-1: 155 ASD, 151 controls; Dataset-2: 270 ASD, 490 controls). Neuroimaging analysis in Dataset-1 revealed a structure-function substrate of cognitive imbalance, characterized by atypical cortical thickening and altered functional integration of language networks alongside sensory and higher cognitive areas.

conclusionAlthough verbal and nonverbal intelligence have been considered as specifiers unrelated to autism diagnosis, our results indicate that intelligence disparities are accentuated in ASD and reflected by a consistent structure-function substrate affecting multiple brain networks. Our findings motivate the incorporation of cognitive imbalances in future autism research, which may help to parse the phenotypic heterogeneity and inform intervention-oriented subtyping in ASD.

Indexed as

Autism Spectrum DisorderAutistic DisorderBrainCognitionHumansIntelligenceautismcognitive imbalancemultimodal neuroimagingneurosubtypingverbal and nonverbal IQ

Identifiers

PMID35552620
PMCPMC9977381
OpenAlexW4280552461

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.