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

Publication ,  Journal Article
Ngo, A; Liu, L; Larivière, S; Kebets, V; Fett, S; Weber, CF; Royer, J; Yu, E; Rodríguez-Cruces, R; Zhang, Z; Ooi, LQR; Yeo, BTT; Frauscher, B ...
Published in: Brain
February 7, 2026

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.

Duke Scholars

Published In

Brain

DOI

EISSN

1460-2156

Publication Date

February 7, 2026

Volume

149

Issue

2

Start / End Page

519 / 533

Location

England

Related Subject Headings

  • Sclerosis
  • Risk Factors
  • Neurology & Neurosurgery
  • Multifactorial Inheritance
  • Male
  • Magnetic Resonance Imaging
  • Humans
  • Hippocampus
  • Genome-Wide Association Study
  • Genetic Predisposition to Disease
 

Citation

APA
Chicago
ICMJE
MLA
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Ngo, A., Liu, L., Larivière, S., Kebets, V., Fett, S., Weber, C. F., … Bernhardt, B. C. (2026). Associations between epilepsy-related polygenic risk and brain morphology in childhood. Brain, 149(2), 519–533. https://doi.org/10.1093/brain/awaf259
Ngo, Alexander, Lang Liu, Sara Larivière, Valeria Kebets, Serena Fett, Clara F. Weber, Jessica Royer, et al. “Associations between epilepsy-related polygenic risk and brain morphology in childhood.Brain 149, no. 2 (February 7, 2026): 519–33. https://doi.org/10.1093/brain/awaf259.
Ngo A, Liu L, Larivière S, Kebets V, Fett S, Weber CF, et al. Associations between epilepsy-related polygenic risk and brain morphology in childhood. Brain. 2026 Feb 7;149(2):519–33.
Ngo, Alexander, et al. “Associations between epilepsy-related polygenic risk and brain morphology in childhood.Brain, vol. 149, no. 2, Feb. 2026, pp. 519–33. Pubmed, doi:10.1093/brain/awaf259.
Ngo A, Liu L, Larivière S, Kebets V, Fett S, Weber CF, Royer J, Yu E, Rodríguez-Cruces R, Zhang Z, Ooi LQR, Yeo BTT, Frauscher B, Paquola C, Caligiuri ME, Gambardella A, Concha L, Keller SS, Cendes F, Yasuda CL, Bonilha L, Gleichgerrcht E, Focke NKN, Kotikalapudi R, O’Brien TJ, Sinclair B, Vivash L, Desmond PM, Lui E, Vaudano AE, Meletti S, Kälviäinen R, Soltanian-Zadeh H, Winston GP, Tiwari VK, Kreilkamp BAK, Lenge M, Guerrini R, Hamandi K, Rüber T, Bauer T, Devinsky O, Striano P, Kaestner E, Hatton SN, Caciagli L, Kirschner M, Duncan JS, Thompson PM, ENIGMA Consortium Epilepsy Working Group, McDonald CR, Sisodiya SM, Bernasconi N, Bernasconi A, Gan-Or Z, Bernhardt BC. Associations between epilepsy-related polygenic risk and brain morphology in childhood. Brain. 2026 Feb 7;149(2):519–533.
Journal cover image

Published In

Brain

DOI

EISSN

1460-2156

Publication Date

February 7, 2026

Volume

149

Issue

2

Start / End Page

519 / 533

Location

England

Related Subject Headings

  • Sclerosis
  • Risk Factors
  • Neurology & Neurosurgery
  • Multifactorial Inheritance
  • Male
  • Magnetic Resonance Imaging
  • Humans
  • Hippocampus
  • Genome-Wide Association Study
  • Genetic Predisposition to Disease