Evidence map›Paper›PMID 40811581›Full record

ArticleBrain : a journal of neurology2026

Associations between epilepsy-related polygenic risk and brain morphology in childhood.

Alexander Ngo, Lang Liu, Sara Larivière, Valeria Kebets, Serena Fett, Clara F Weber, Jessica Royer, Eric Yu, Raúl Rodríguez-Cruces, Zhiqiang Zhang and 46 more

Abstract read
In one paragraph

Article in Brain : a journal of neurology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

56 authors.

Alexander NgoMontreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada H3A 2B4.ORCID 0000-0002-8999-9388
Lang LiuMontreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada H3A 2B4.
Sara LarivièreDepartment of Medical Imaging and Radiation Sciences, Centre de Recherche du CHUS, Université de Sherbrooke, Sherbrooke, QC, Canada J1H 5N4.
Valeria KebetsMontreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada H3A 2B4.
Serena FettMontreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada H3A 2B4.
Clara F WeberMontreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada H3A 2B4.
Jessica RoyerMontreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada H3A 2B4.ORCID 0000-0002-4448-8998
Eric YuMontreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada H3A 2B4.
Raúl Rodríguez-CrucesMontreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada H3A 2B4.
Zhiqiang ZhangDepartment of Medical Imaging, Nanjing University School of Medicine, Nanjing 211166, China.
Leon Qi Rong OoiCentre for Sleep and Cognition, National University of Singapore, Singapore 117549  Singapore.
B T Thomas YeoCentre for Sleep and Cognition, National University of Singapore, Singapore 117549  Singapore.
Birgit FrauscherDepartment of Neurology, Duke University, Durham, NC 27710, USA.
Casey PaquolaInstitute of Neuroscience and Medicine (INM-7), Forschungszentrum Jülich, Jülich 52428, Germany.
Maria Eugenia CaligiuriNeuroscience Research Center, University Magna Græcia, Catanzaro 88100, Italy.
Antonio GambardellaInstitute of Neurology, University Magna Græcia, Catanzaro 88100, Italy.ORCID 0000-0001-7384-3074
Luis ConchaInstitute of Neurobiology, Universidad Nacional Autónoma de México, Querétaro 76230, México.ORCID 0000-0002-7842-3869
Simon S KellerInstitute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 7BE, UK.
Fernando CendesDepartment of Neurology, University of Campinas-UNICAMP, Campinas, São Paulo 13083887, Brazil.
Clarissa L YasudaDepartment of Neurology, University of Campinas-UNICAMP, Campinas, São Paulo 13083887, Brazil.
Leonardo BonilhaDepartment of Neurology, University of South Carolina School of Medicine, Columbia, SC 29202, USA.
Ezequiel GleichgerrchtDepartment of Neurology, Medical University of South Carolina, Charleston, SC 29425, USA.
Niels K N FockeDepartment of Neurology, University of Medicine Göttingen, Göttingen 37075, Germany.ORCID 0000-0001-5486-6289
Raviteja KotikalapudiDepartment of Neurology, University of Medicine Göttingen, Göttingen 37075, Germany.
Terence J O'BrienDepartment of Neuroscience, Central Clinical School, Alfred Hospital, Monash University, Melbourne, Melbourne, VIC 3004, Australia.
Benjamin SinclairDepartment of Neuroscience, Central Clinical School, Alfred Hospital, Monash University, Melbourne, Melbourne, VIC 3004, Australia.
Lucy VivashDepartment of Neuroscience, Central Clinical School, Alfred Hospital, Monash University, Melbourne, Melbourne, VIC 3004, Australia.ORCID 0000-0002-1182-0907
Patricia M DesmondDepartments of Medicine and Radiology, The Royal Melbourne Hospital, University of Melbourne, Parkville, VIC 3050, Australia.
Elaine LuiDepartments of Medicine and Radiology, The Royal Melbourne Hospital, University of Melbourne, Parkville, VIC 3050, Australia.
Anna Elisabetta VaudanoNeurophysiology Unit and Epilepsy Centre, Azienda Ospedaliera-Universitaria, Modena 41126, Italy.ORCID 0000-0002-6280-7526
Stefano MelettiNeurophysiology Unit and Epilepsy Centre, Azienda Ospedaliera-Universitaria, Modena 41126, Italy.ORCID 0000-0003-0334-539X
Reetta KälviäinenEpilepsy Center, Neuro Center, Kuopio University Hospital, Member of the European Reference Network for Rare and Complex Epilepsies EpiCARE, Kuopio 70210, Finland.
Hamid Soltanian-ZadehControl and Intelligent Processing Center of Excellence (CIPCE), School of Electrical and Computer Engineering, University of Tehran, Tehran 1439957131, Iran.
Gavin P WinstonDivision of Neurology, Department of Medicine, Queen's University, Kingston, ON, Canada K7L 2V7.
Vijay K TiwariInstitute for Molecular Medicine, University of Southern Denmark, Odense s5230, Denmark.
Barbara A K KreilkampDepartment of Neurology, University of Medicine Göttingen, Göttingen 37075, Germany.
Matteo LengeNeuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS, Florence 50139, Italy.ORCID 0000-0003-2848-621X
Renzo GuerriniNeuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS, Florence 50139, Italy.
Khalid HamandiThe Wales Epilepsy Unit, Department of Neurology, University Hospital of Whales, Cardiff CF14 4XW, UK.
Theodor RüberDepartment of Epileptology, University Hospital Bonn, Bonn 53127, Germany.ORCID 0000-0002-6180-7671
Tobias BauerDepartment of Epileptology, University Hospital Bonn, Bonn 53127, Germany.ORCID 0000-0002-0555-6214
Orrin DevinskyDepartment of Neurology, NYU Grossman School of Medicine, New York, NY 10017, USA.ORCID 0000-0003-0044-4632
Pasquale StrianoDepartment of Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genova, Genova 16147, Italy.ORCID 0000-0002-6065-1476
Erik KaestnerDepartment of Radiation Medicine and Applied Sciences, University of California San Diego, La Jolla, CA 92093, USA.
Sean N HattonDepartment of Neurosciences, Center for Multimodal Imaging and Genetics, University of California San Diego, La Jolla, CA 92093, USA.ORCID 0000-0002-9149-8726
Lorenzo CaciagliDivision of Neurology, Department of Medicine, Queen's University, Kingston, ON, Canada K7L 2V7.
Matthias KirschnerDepartment of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital University of Zurich, Zurich 8008, Switzerland.ORCID 0000-0002-9486-1439
John S DuncanDivision of Neurology, Department of Medicine, Queen's University, Kingston, ON, Canada K7L 2V7.ORCID 0000-0002-1373-0681
Paul M ThompsonImaging Genetics Center, Mark & Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA.
ENIGMA Consortium Epilepsy Working Group
Carrie R McDonaldDepartment of Radiation Medicine and Applied Sciences, University of California San Diego, La Jolla, CA 92093, USA.
Sanjay M SisodiyaDivision of Neurology, Department of Medicine, Queen's University, Kingston, ON, Canada K7L 2V7.ORCID 0000-0002-1511-5893
Neda BernasconiMontreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada H3A 2B4.
Andrea BernasconiMontreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada H3A 2B4.ORCID 0000-0001-9358-5703
Ziv Gan-OrMontreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada H3A 2B4.ORCID 0000-0003-0332-234X
Boris C BernhardtMontreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada H3A 2B4.

Funding

Implementing a Maternal health and PRegnancy Outcomes Vision for Everyone (IMPROVE)UL1TR002378 · NCATS · EMORY UNIVERSITY · PI Andres J Garcia, Elizabeth O. Ofili · 2017 to 2026
$92.1M
Institutional Career Development CoreKL2TR002381 · NCATS · EMORY UNIVERSITY · PI HENRY M BLUMBERG, Anandi Nayan Sheth · 2017 to 2026
$14.1M
TR&D3: Intrinsic Surface MappingP41EB015922 · NIBIB · UNIVERSITY OF SOUTHERN CALIFORNIA · PI THOMPSON, PAUL M · 2012 to 2022
$14.1M
Training U54EB020403 · NIBIB · UNIVERSITY OF SOUTHERN CALIFORNIA · PI THOMPSON, PAUL M · 2014 to 2018
$10.1M
BRain Aging and Cognition in Epilepsy (BRACE): A longitudinal investigationof vascular, genetic, and biomarker risk profiles in elderly patients with epilepsyR01NS120976 · NINDS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI CARRIE R MCDONALD · 2021 to 2026
$4.1M
Lifespan Epilepsy Network Signatures (LENS): Leveraging ENIGMA-Epilepsy to Predict Cognitive Aging and Surgical OutcomesR01NS122827 · NINDS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI CARRIE R MCDONALD · 2021 to 2026
$3.8M
Predicting Epilepsy Surgery Outcomes Using Neural Network ArchitectureR01NS110347 · NINDS · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI BONILHA, LEONARDO F, DRANE, DANIEL L · 2019 to 2023
$3.6M
Defining the Epileptogenic Network and Identifying Which Components Generate SeizuresR01NS106957 · NINDS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Richard Staba · 2018 to 2026
$3.4M
Multimodal imaging of memory in epilepsy from whole brain networks to local neuronal responses: Implications for surgical decision-makingR01NS124585 · NINDS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MCDONALD, CARRIE R · 2022 to 2025
$3.3M
A mega-analysis framework for delineating autism neurosubtypesR01MH133334 · NIMH · CHILD MIND INSTITUTE, INC. · PI Adriana Di Martino · 2023 to 2026
$2.9M
Australian Government GNT1200254Australian Government GNT2023250Azrieli Center for Autism ResearchBaycrest Centre for Geriatric CareBrain CanadaCanada Research Chairs programCanadian Consortium on Neurodegeneration in AgingCanadian Open Neuroscience PlatformChina Postdoctoral Science Foundation 2016M603064CIHRCONACYT 181508Epilepsy CanadaEpilepsy SocietyEuropean Commission PE0000006/DN.1553FAPESP 2013/07559-3Federal Ministry of Education and ResearchFonds de Recherche du Québec - SantéGalen and Hilary Weston FoundationHCRW_Healthy Brain, Healthy LivesHelmholtz International BigBrain Analytics and Learning LaboratoryMedical Research Council G0802012Medical Research Council MR/M00841X/1Medical Research Council MR/S00355X/1Medizinische Fakultät, Rheinische Friedrich-Wilhelms-Universität Bonn 2022-1A-21Michael J Fox Foundation for Parkinson's ResearchMinistera della Salute NET-2013-02355313Ministera della Salute).Montreal Neurological Institute and HospitalNational Institute of Health and Care ResearchNational Medical Research Council APP1176426National Medical Research Council CTGIIT23jan-0001National Medical Research Council OFIRG24jan-0030National Medical Research Council OFLCG19May-0035National Medical Research Council STaR20nov-0003National Science Foundation of China 2014BAI04B05National Science Foundation of China 2015AA020505National Science Foundation of China 81422022National University of Singapore Yong Loo Lin School of Medicine NUHSRO/2020/124/TMR/LOANatural Sciences and Engineering Research Council of CanadaNCATS NIH HHS KL2 TR002381NCATS NIH HHS KL2TR002381NCATS NIH HHS UL1 TR002378NCATS NIH HHS UL1TR002378Neuro-aCSis Bonn Neuroscience Clinician Scientist Program 2024-12-07Neuro Genomics PartnershipNIBIB NIH HHS P41 EB015922NIBIB NIH HHS U54 EB020403NIH HHS 1R01NS122827NIH HHS R01MH133334NIH HHS R01NS120976NIH HHS R01NS122827NIH HHS R01NS124585NIH HHS U54 EB020403NIMH NIH HHS R01 MH133334NINDS NIH HHS R01 NS106957NINDS NIH HHS R01 NS110347NINDS NIH HHS R01NS110347NINDS NIH HHS R01 NS120976NINDS NIH HHS R01 NS122827NINDS NIH HHS R01 NS124585Saastamoinen FoundationSick Kids FoundationSilverstein FoundationTemasek Foundation TF2223-IMH-01Transforming Autism Care ConsortiumUNAM-DGAPA IB201712UNAM-DGAPA IG200117University College London HospitalsVan Berkom Foundation
6 · The paper itself

Abstract

Extensive neuroimaging research in temporal lobe epilepsy with hippocampal sclerosis (TLE-HS) has identified brain atrophy as a disease phenotype. While it is also related to a complex genetic architecture, the transition from genetic risk factors to brain vulnerabilities remains unclear. Using a population-based approach, we examined the associations between epilepsy-related polygenic risk for HS (PRS-HS) and brain structure in healthy developing children, assessed their relation to brain network architecture, and evaluated its correspondence with case-control findings in TLE-HS diagnosed patients relative to healthy individuals. We used genome-wide genotyping and structural T1-weighted MRI of 3826 neurotypical children from the Adolescent Brain Cognitive Development (ABCD) study. Surface-based linear models related PRS-HS to cortical thickness measures, and subsequently contextualized findings with structural and functional network architecture based on epicentre mapping approaches. Imaging-genetic associations were then correlated to atrophy and disease epicentres in 785 patients with TLE-HS relative to 1512 healthy controls aggregated across multiple sites. Higher PRS-HS was associated with decreases in cortical thickness across temporo-parietal as well as fronto-central regions of neurotypical children. These imaging-genetic effects were anchored to the connectivity profiles of distinct functional and structural epicentres. Compared with disease-related alterations from a separate epilepsy cohort, regional and network correlates of PRS-HS strongly mirrored cortical atrophy and disease epicentres observed in patients with TLE-HS and were highly replicable across different studies. Findings were consistent when using statistical models controlling for spatial autocorrelations and robust to variations in analytic methods. Capitalizing on recent imaging-genetic initiatives, our study provides novel insights into the genetic underpinnings of structural alterations in TLE-HS, revealing common morphological and network pathways between genetic vulnerability and disease mechanisms. These signatures offer a foundation for early risk stratification and personalized interventions targeting genetic profiles in epilepsy.

Indexed as

BrainEpilepsyEpilepsy, Temporal LobeMultifactorial InheritanceAdolescentAtrophyCase-Control StudiesChildFemaleGenetic Predisposition to DiseaseGenome-Wide Association StudyHippocampusHumansMagnetic Resonance ImagingMaleRisk Factorsbrain structurechildhoodgenetic riskimaging-geneticstemporal lobe epilepsy

Identifiers

PMID40811581
PMCPMC13370125

What Socratic holds

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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.