TY - JOUR
T1 - Common Polygenic Variations for Psychiatric Disorders and Cognition in Relation to Brain Morphology in the General Pediatric Population
AU - Alemany, Silvia
AU - Jansen, Philip R
AU - Muetzel, Ryan L
AU - Marques, Natália
AU - El Marroun, Hanan
AU - Jaddoe, Vincent W V
AU - Polderman, Tinca J C
AU - Tiemeier, Henning
AU - Posthuma, Danielle
AU - White, Tonya
N1 - Copyright © 2019 American Academy of Child and Adolescent Psychiatry. Published by Elsevier Inc. All rights reserved.
PY - 2019/6/1
Y1 - 2019/6/1
N2 - OBJECTIVE: This study examined the relation between polygenic scores (PGSs) for 5 major psychiatric disorders and 2 cognitive traits with brain magnetic resonance imaging morphologic measurements in a large population-based sample of children. In addition, this study tested for differences in brain morphology-mediated associations between PGSs for psychiatric disorders and PGSs for related behavioral phenotypes.METHOD: Participants included 1,139 children from the Generation R Study assessed at 10 years of age with genotype and neuroimaging data available. PGSs were calculated for schizophrenia, bipolar disorder, major depression disorder, attention-deficit/hyperactivity disorder (ADHD), autism spectrum disorder, intelligence, and educational attainment using results from the most recent genome-wide association studies. Image processing was performed using FreeSurfer to extract cortical and subcortical brain volumes.RESULTS: Greater genetic susceptibility for ADHD was associated with smaller caudate volume (strongest prior = 0.01: β = -0.07, p = .006). In boys, mediation analysis estimates showed that 11% of the association between the PGS for ADHD and the PGS attention problems was mediated by differences in caudate volume (n = 535), whereas mediation was not significant in girls or the entire sample. PGSs for educational attainment and intelligence showed positive associations with total brain volume (strongest prior = 0.5: β = 0.14, p = 7.12 × 10-8; and β = 0.12, p = 6.87 × 10-7, respectively).CONCLUSION: The present findings indicate that the neurobiological manifestation of polygenic susceptibility for ADHD, educational attainment, and intelligence involve early morphologic differences in caudate and total brain volumes in childhood. Furthermore, the genetic risk for ADHD might influence attention problems through the caudate nucleus in boys.
AB - OBJECTIVE: This study examined the relation between polygenic scores (PGSs) for 5 major psychiatric disorders and 2 cognitive traits with brain magnetic resonance imaging morphologic measurements in a large population-based sample of children. In addition, this study tested for differences in brain morphology-mediated associations between PGSs for psychiatric disorders and PGSs for related behavioral phenotypes.METHOD: Participants included 1,139 children from the Generation R Study assessed at 10 years of age with genotype and neuroimaging data available. PGSs were calculated for schizophrenia, bipolar disorder, major depression disorder, attention-deficit/hyperactivity disorder (ADHD), autism spectrum disorder, intelligence, and educational attainment using results from the most recent genome-wide association studies. Image processing was performed using FreeSurfer to extract cortical and subcortical brain volumes.RESULTS: Greater genetic susceptibility for ADHD was associated with smaller caudate volume (strongest prior = 0.01: β = -0.07, p = .006). In boys, mediation analysis estimates showed that 11% of the association between the PGS for ADHD and the PGS attention problems was mediated by differences in caudate volume (n = 535), whereas mediation was not significant in girls or the entire sample. PGSs for educational attainment and intelligence showed positive associations with total brain volume (strongest prior = 0.5: β = 0.14, p = 7.12 × 10-8; and β = 0.12, p = 6.87 × 10-7, respectively).CONCLUSION: The present findings indicate that the neurobiological manifestation of polygenic susceptibility for ADHD, educational attainment, and intelligence involve early morphologic differences in caudate and total brain volumes in childhood. Furthermore, the genetic risk for ADHD might influence attention problems through the caudate nucleus in boys.
KW - ADHD
KW - Attention Deficit Disorder with Hyperactivity/genetics
KW - Brain/pathology
KW - Child
KW - Cognition
KW - Female
KW - Genetic Predisposition to Disease
KW - Genome-Wide Association Study
KW - Humans
KW - Intelligence
KW - Linear Models
KW - Magnetic Resonance Imaging
KW - Male
KW - Mental Disorders/genetics
KW - Multifactorial Inheritance
KW - educational attainment
KW - neuroimaging
KW - polygenic risk score
UR - http://www.scopus.com/inward/record.url?scp=85062809338&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85062809338&partnerID=8YFLogxK
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85062809338&origin=inward
UR - https://www.ncbi.nlm.nih.gov/pubmed/30768412
U2 - https://doi.org/10.1016/j.jaac.2018.09.443
DO - https://doi.org/10.1016/j.jaac.2018.09.443
M3 - Article
C2 - 30768412
SN - 0890-8567
VL - 58
SP - 600
EP - 607
JO - Journal of the American Academy of Child and Adolescent Psychiatry
JF - Journal of the American Academy of Child and Adolescent Psychiatry
IS - 6
ER -