| Title: | Wellbeing and brain structure: A comprehensive phenotypic and genetic study of image-derived phenotypes in the UK Biobank |
| Journal: | Human Brain Mapping |
| Published: | 29 Jun 2022 |
| Pubmed: | https://pubmed.ncbi.nlm.nih.gov/35765890/ |
| DOI: | https://doi.org/10.1002/hbm.25993 |
| URL: | https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/hbm.25993 |
| Citations: | 2 (2 in last 2 years) as of 8 Aug 2024 |
Publication 12324
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Abstract
Wellbeing, an important component of mental health, is influenced by genetic and environmental factors. Previous association studies between brain structure and wellbeing have typically focused on volumetric measures and employed small cohorts. Using the UK Biobank Resource, we explored the relationships between wellbeing and brain morphometrics (volume, thickness and surface area) at both phenotypic and genetic levels. The sample comprised 38,982 participants with neuroimaging and wellbeing phenotype data, of which 19,234 had genotypes from which wellbeing polygenic scores (PGS) were calculated. We examined the association of wellbeing phenotype and PGS with all brain regions (including cortical, subcortical, brainstem and cerebellar regions) using multiple linear models, including (1) basic neuroimaging covariates and (2) additional demographic factors that may synergistically impact wellbeing and its neural correlates. Genetic correlations between genomic variants influencing wellbeing and brain structure were also investigated. Small but significant associations between wellbeing and volumes of several cerebellar structures (β = 0.015-0.029, PFDR = 0.007-3.8 × 10-9 ), brainstem, nucleus accumbens and caudate were found. Cortical associations with wellbeing included volume of right lateral occipital, thickness of bilateral lateral occipital and cuneus, and surface area of left superior parietal, supramarginal and pre-/post-central regions. Wellbeing-PGS was associated with cerebellar volumes and supramarginal surface area. Small mediation effects of wellbeing phenotype and PGS on right VIIIb cerebellum were evident. No genetic correlation was found between wellbeing and brain morphometric measures. We provide a comprehensive overview of wellbeing-related brain morphometric variation. Notably, small effect sizes reflect the multifaceted nature of this concept.</p>
5 Keywords
- Biological Specimen Banks
- Brain
- Magnetic Resonance Imaging
- Phenotype
- United Kingdom
5 Authors
- Javad Jamshidi
- Haeme R. P. Park
- Arthur Montalto
- Janice M. Fullerton
- Justine M. Gatt
1 Application
| Application ID | Title |
|---|---|
| 58534 | Construct a composite wellbeing measurement and resilience scale in UK-biobank, for use in GWAS on wellbeing and resilience |
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