Abstract
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.
| Original language | English |
|---|---|
| Pages (from-to) | 600-607 |
| Number of pages | 8 |
| Journal | Journal of the American Academy of Child and Adolescent Psychiatry |
| Volume | 58 |
| Issue number | 6 |
| Early online date | 9 Jan 2019 |
| DOIs | |
| Publication status | Published - Jun 2019 |
Funding
| Funders | Funder number |
|---|---|
| Municipal Health Service Rotterdam | |
| NWO Physical Sciences Division | |
| Netherlands Organization for Health Research and Development | |
| Rotterdam Homecare Foundation | |
| SSWO | S14-27 |
| STARMDC | |
| Sara Borrell | CD14/00214 |
| Sophia Foundation | |
| Sophia Foundation for Scientific Research | |
| Stichting Trombosedienst and Artsenlaboratorium Rijnmond | |
| National Institute on Drug Abuse | |
| Horizon 2020 Framework Programme | |
| Simons Foundation Autism Research Initiative | |
| ZonMw | 91211021 |
| Erasmus Universiteit Rotterdam | |
| Instituto de Salud Carlos III | |
| Horizon 2020 | 733206, 633595 |
| Erasmus Universitair Medisch Centrum Rotterdam |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 4 Quality Education
Keywords
- ADHD
- educational attainment
- intelligence
- neuroimaging
- polygenic risk score
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