ArticleeLife2024
Multimodal neural correlates of childhood psychopathology.
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Article in eLife, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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14citing papers in PubMed
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Who cites it
14 citing papers in PubMed.
- Perinatal Factors and Neuroimaging Changes for Brain Maturation Among Adolescents.JAMA network open · 2026Article
- Differential adolescent neurodevelopment of emotion processing across internalizing psychopathology and childhood adversity.Developmental cognitive neuroscience · 2026Article
- Effects of working memory and reward reactivity on externalizing behaviors in the ABCD study.Developmental cognitive neuroscience · 2026Article
- The topology of adolescent mental health.medRxiv : the preprint server for health sciences · 2026Article
- Associations between transdiagnostic dimensions of psychopathology and brain structure and function in youth: What have we learned from the Adolescent Brain Cognitive Development (ABCD) study?Developmental cognitive neuroscience · 2026Article
- Distinct associations between multimodal brain measures and psychopathology domains predict adolescent functioning.bioRxiv : the preprint server for biology · 2026Article
- Symptom-specific links between internalizing problems and functional connectivity in adolescents: a network analysis.European child & adolescent psychiatry · 2026Article
- Multimodal Representation Learning for Parsing Biological Heterogeneity in Psychiatric Neuroimaging.Biological psychiatry · 2026Review
- Task and Resting-State Functional Magnetic Resonance Imaging Modeling of Brain-Behavior Relationships in Developmental Cohorts.Biological psychiatry · 2026Review
- Article
- Deep Learning of Brain-Behavior Dimensions Identifies Transdiagnostic Biotypes in Youth with ADHD and Anxiety Disorders.bioRxiv : the preprint server for biology · 2025Article
- Multimodal Neuroimaging Signature of Sleep Problems Predicts Preadolescent Mental Health Trajectories.medRxiv : the preprint server for health sciences · 2025Article
- Testing the sensitivity of diagnosis-derived patterns in functional brain networks to symptom burden in a Norwegian youth sample.Human brain mapping · 2024Article
- Delineating disorder-general and disorder-specific dimensions of psychopathology from functional brain networks in a developmental clinical sample.Developmental cognitive neuroscience · 2023Article
Corrections and comments
- Update of
Authors and funding
10 authors.
Jessica Royer *McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Canada.ORCID https://orcid.org/0000-0002-4448-8998
Valeria Kebets *McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Canada.ORCID https://orcid.org/0000-0003-1707-7437
Camille PiguetYoung Adult Unit, Psychiatric Specialities Division, Geneva University Hospitals and Department of Psychiatry, Faculty of Medicine, University of Geneva, Geneva, Switzerland.
Jianzhong ChenCentre for Sleep and Cognition & Centre for Translational MR Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Leon Qi Rong OoiCentre for Sleep and Cognition & Centre for Translational MR Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Matthias KirschnerMcConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Canada.
Vanessa SiffrediDivision of Development and Growth, Department of Paediatrics, Gynaecology and Obstetrics, Geneva University Hospitals and University of Geneva, Geneva, Switzerland.
Bratislav MisicMcConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Canada.ORCID https://orcid.org/0000-0003-0307-2862
B T Thomas Yeo *Centre for Sleep and Cognition & Centre for Translational MR Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID https://orcid.org/0000-0002-0119-3276
Boris C BernhardtMcConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Canada.ORCID https://orcid.org/0000-0001-9256-6041
Funding
ABCD-USA Consortium: Coordinating CenterU24DA041147 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI SANDRA A BROWN, TERRY L. JERNIGAN · 2015 to 2026
$54.7MABCD-USA Consortium: Data Analysis, Informatics and Resource CenterU24DA041123 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ANDERS M DALE · 2015 to 2026
$51.5MAdolescent Substance Use Initiation: Disentangling neurocognitive risks from consequences using longitudinal and genetically-informed methodsU01DA041120 · NIDA · UNIVERSITY OF MINNESOTA · PI Monica Luciana, Sylia Wilson · 2015 to 2026
$34.5MABCD-USA Consortium: Research ProjectU01DA041089 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Joanna Jacobus, Susan F. Tapert · 2015 to 2026
$31.7MProspective Research Studies of Maturation (PRISM)- Research ProjectU01DA041134 · NIDA · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI ERIN MCGLADE, PERRY FRANKLIN RENSHAW · 2015 to 2026
$29.2MABCD-USA CONSORTIUM: RESEARCH PROJECTU01DA041048 · NIDA · CHILDREN'S HOSPITAL OF LOS ANGELES · PI Megan Marie Herting, ELIZABETH R SOWELL · 2015 to 2026
$28.7MABCD-USA Consortium: Research ProjectU01DA041106 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Mary M Heitzeg, Chandra Sekhar Sripada · 2015 to 2026
$24.9MFIU-ABCD: Pathways and Mechanisms to Addiction in the Latino Youth of South FloridaU01DA041156 · NIDA · FLORIDA INTERNATIONAL UNIVERSITY · PI Raul Gonzalez, Angela R Laird · 2015 to 2026
$22.8MABCD-USA Consortium: Research ProjectU01DA041148 · NIDA · OREGON HEALTH & SCIENCE UNIVERSITY · PI Damien A Fair, Rebekah S Huber · 2015 to 2026
$22.3MABCD-USA: NYC Research ProjectU01DA041174 · NIDA · YALE UNIVERSITY · PI Arielle Ryan Baskin-Sommers, Betty J Casey · 2015 to 2026
$19.7MAdolescent Brain Cognitive Development (ABCD) Prospective Research in Studies of Maturation (PRISM) ConsortiumU01DA041117 · NIDA · UNIVERSITY OF MARYLAND BALTIMORE · PI LINDA CHANG, THOMAS M ERNST · 2015 to 2026
$19.5M15/21 ABCD-USA Consortium: Research Project Site at LIBRU01DA050989 · NIDA · LAUREATE INSTITUTE FOR BRAIN RESEARCH · PI ROBIN L AUPPERLE, MARTIN P. PAULUS · 2020 to 2026
$14.7MCIHR FDN-154298CIHR FDN-154298; PJT-174995CIHR PJT-174995Natural Sciences and Engineering Research Council of Canada NSERC Discovery-1304413NIDA NIH HHS U01 DA041022NIDA NIH HHS U01 DA041025NIDA NIH HHS U01 DA041028NIDA NIH HHS U01 DA041048NIDA NIH HHS U01 DA041089NIDA NIH HHS U01 DA041093NIDA NIH HHS U01 DA041106NIDA NIH HHS U01 DA041117NIDA NIH HHS U01 DA041120NIDA NIH HHS U01 DA041134NIDA NIH HHS U01 DA041148NIDA NIH HHS U01 DA041156NIDA NIH HHS U01 DA041174NIDA NIH HHS U01 DA050987NIDA NIH HHS U01 DA050988NIDA NIH HHS U01 DA050989NIDA NIH HHS U01 DA051016NIDA NIH HHS U01 DA051018NIDA NIH HHS U01 DA051037NIDA NIH HHS U01 DA051038NIDA NIH HHS U01 DA051039NIDA NIH HHS U24 DA041123NIDA NIH HHS U24 DA041147NIH HHS R01MH133334NIMH NIH HHS R01 MH133334NUS Yong Loo Lin School of Medicine NUHSRO/2020/124/TMR/LOASick Kids Foundation NI17-039Singapore Ministry of Health CG21APR1009Singapore National Medical Research Council CTGIIT23jan-0001Singapore National Medical Research Council OFIRG24jan-0030Singapore National Medical Research Council OFLCG19May-0035Singapore National Medical Research Council OFLCG19May-0035; CTGIIT23jan-0001; OFIRG24jan-0030; STaR20nov-0003Singapore National Medical Research Council STaR20nov-0003Temasek Foundation TF2223-IMH-01
Abstract
Complex structural and functional changes occurring in typical and atypical development necessitate multidimensional approaches to better understand the risk of developing psychopathology. Here, we simultaneously examined structural and functional brain network patterns in relation to dimensions of psychopathology in the Adolescent Brain Cognitive Development (ABCD) dataset. Several components were identified, recapitulating the psychopathology hierarchy, with the general psychopathology (
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BrainMental DisordersAdolescentChildCognitionFemaleHumansMagnetic Resonance ImagingMalePsychopathologybrain gradientsdevelopmenthumanmultimodal imagingmultivariateneurosciencepsychopathologytransdiagnostic
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