Evidence map›Paper›PMID 42147180›Full record

ArticleResearch square2026

Copy number variants reveal divergent genetic and diagnostic cortical signatures across psychiatric disorders.

Kuldeep Kumar, Zhijie Liao, Jakub Kopal, Clara Moreau, Christopher Ching, Claudia Modenato, Will Snyder, Sayeh Kazem, Charles-Olivier Martin, Anne-Marie Belanger and 24 more

Abstract readPreprint
In one paragraph

Article in Research square, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

34 authors.

Kuldeep KumarCentre de recherche CHU Sainte-Justine and University of Montréal.ORCID 0000-0003-3313-135X
Zhijie LiaoUniversity of Montreal.ORCID 0000-0003-2351-0022
Jakub KopalCentre for Precision Psychiatry, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo.ORCID 0000-0002-1201-2872
Clara MoreauCentre de recherche CHU Sainte Justine, University of Montreal.ORCID 0000-0001-6217-731X
Christopher ChingImaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California.
Claudia ModenatoCentre Hospitalier Universitaire Vaudois and University of Lausanne.ORCID 0000-0002-3051-5705
Will SnyderSection on Developmental Neurogenomics, Human Genetics Branch, NIMH, NIH, and Department of Psychiatry, University of Cambridge.
Sayeh KazemUniveristy of Montreal.ORCID 0009-0003-2772-5538
Charles-Olivier MartinCentre de recherche CHU Sainte-Justine and University of Montreal.ORCID 0000-0003-1138-1649
Anne-Marie BelangerCentre de recherche CHU Sainte-Justine and University of Montreal.
Khadije JiziUniversity of Montreal.
Guillaume HuguetCentre Hospitalier Universitaire Sainte-Justine Research Center.ORCID 0000-0002-4746-6030
Leila KushanUniversity of California Los Angeles.ORCID 0000-0002-2650-7147
Ana SilvaCenter for Magnetic Resonance Research, Department of Radiology, University of Minnesota.ORCID 0000-0002-1184-4909
Marianne van den BreeCardiff University.ORCID 0000-0002-4426-3254
David LindenMaastricht University.ORCID 0000-0002-5638-9292
Michael OwenCardiff University.ORCID 0000-0003-4798-0862
Jeremy HallCardiff University.ORCID 0000-0002-0403-3278
Sarah LippéUniversity of Montreal.
Guillaume DumasCentre de recherche CHU Sainte-Justine and University of Montreal, and Mila, Quebec Artificial Intelligence Institute.ORCID 0000-0002-2253-1844
Bodgan DraganskiLausanne University Hospital (CHUV) and University of Lausanne (UNIL).ORCID 0000-0002-5159-5919
Laura AlmasyChildren's Hospital of Philadelphia.
Sophia ThomopoulosUniversity of Southern California.ORCID 0000-0002-0046-4070
Neda JahanshadUniversity of Southern California.
Ida SønderbyUniversity of Oslo.ORCID 0000-0001-7297-7855
Ole AndreassenOslo University Hospital & Institute of Clinical Medicine, University of Oslo.ORCID 0000-0002-4461-3568
David GlahnDepartment of Psychiatry, Boston Children's Hospital and Harvard Medical School, Boston, MA 02115;Harvard Medical School, Boston, MA 02115.ORCID 0000-0002-4749-6977
Armin RaznahanNational Institute of Mental Health.ORCID 0000-0002-5622-1190
Carrie BeardenUCLA.ORCID 0000-0002-8516-923X
Tomas PausUniversity of Montreal.ORCID 0000-0003-1495-9338
Paul ThompsonUniversity of Southern California, Los Angeles.
Sebastien JacquemontUniversité de Montréal.ORCID 0000-0001-6838-8767

Funding

Training U54EB020403 · NIBIB · UNIVERSITY OF SOUTHERN CALIFORNIA · PI THOMPSON, PAUL M · 2014 to 2018
$10.1M
Neurodevelopment and Psychosis in the 22q11.2 Deletion SyndromeR01MH085953 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI BEARDEN, CARRIE E · 2010 to 2020
$6.2M
Large-Scale Evaluation of the Effect of Rare Genetic Variants on Psychiatric Symptoms and Cognitive AbilityU01MH119690 · NIMH · BOSTON CHILDREN'S HOSPITAL · PI ALMASY, LAURA A., GLAHN, DAVID C · 2019 to 2023
$5.9M
ENIGMA-COINSTAC-APOE2 Functional and structural connectome protective mechanisms for Alzheimer’s disease and mood disorders: Request for supplemental funds for NIH R01:1R01MH121246R01MH121246 · NIMH · OHIO STATE UNIVERSITY · PI CALHOUN, VINCE D, TURNER, JESS · 2019 to 2023
$5.0M
Integrative Molecular and Phenotype Analysis of 22q11.2 Deletion SyndromeR01MH100900 · NIMH · STANFORD UNIVERSITY · PI HALLMAYER, JOACHIM F · 2013 to 2017
$4.8M
ENIGMA-SD: Understanding Sex Differences in Global Mental Health through ENIGMAR01MH116147 · NIMH · UNIVERSITY OF SOUTHERN CALIFORNIA · PI THOMPSON, PAUL M · 2018 to 2021
$2.5M
Redefine Trans-Neuropsychiatric Disorder Brain Patterns through Big-Data and Machine LearningRF1MH123163 · NIMH · UNIVERSITY OF MARYLAND BALTIMORE · PI KOCHUNOV, PETER V., THOMPSON, PAUL M · 2021 to 2021
$1.2M
Integration of Five Large-Scale Neuropsychiatric Genetic Datasets under the RDoC FrameworkR03MH105808 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI BEARDEN, CARRIE E, FEARS, SCOTT C. · 2015 to 2016
$154k
NIBIB NIH HHS U54 EB020403NIMH NIH HHS R01 MH085953NIMH NIH HHS R01 MH100900NIMH NIH HHS R01 MH116147NIMH NIH HHS R01 MH121246NIMH NIH HHS R03 MH105808NIMH NIH HHS RF1 MH123163NIMH NIH HHS U01 MH119690Wellcome Trust
6 · The paper itself

Abstract

Structural variants, including copy number variants (CNVs), confer substantial risk for neurodevelopmental and psychiatric disorders (NPDs), yet whether their cortical effects relate to those observed in the psychiatric conditions they predispose to remains unclear. Here, we present the first systematic comparison of cortical phenotypes across 18 NPD-associated CNVs and aneuploidies, disorder-associated common variants, and 8 psychiatric disorders. Rare CNVs preferentially affected total surface area (SA), with 11-fold larger effects than psychiatric diagnoses, while NPDs preferentially affected mean cortical thickness (CT), with most CT effects observed in medicated subgroups, suggesting non-genetic contributions. NPD-associated common variants showed enrichment in SA but not CT associations. Regionally, both rare and common genetic variants showed larger effects in sensorimotor regions, aligning with the sensorimotor-to-association cortical gradient as well as regional heritability estimates. In contrast, psychiatric diagnoses showed larger effects in association regions. Individual NPD-associated variants were evenly split between those increasing and decreasing surface area. This heterogeneity likely explains why aggregating variants using polygenic scores shows only weak associations with SA. Overall, cortical signatures of psychiatric diagnoses diverge from those associated with genetic risk. Genetic variants preferentially impact SA and sensorimotor regions through early developmental mechanisms, while psychiatric diagnoses are associated with CT and association regions likely reflecting medication, illness chronicity, and environmental factors.

Identifiers

PMID42147180
PMCPMC13174812

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.