A Genome-Wide Association Analysis of Happiness: Consistent Genetic Effects Across the Lifespan and Across Genetic Ancestries in Multiple Cohorts.

Ward, J.; Lyall, L.; Cullen, B.; Strawbridge, R. J.; Zhu, X.; Stanciu, I.; Aman, A.; Niedzwiedz, C. L.; Anderson, J.; Bailey, M. E. S.; Lyall, D. M.; Pell, J.

doi:10.1101/2022.04.05.487098

bioRxiv · 10.1101/2022.04.05.487098

A Genome-Wide Association Analysis of Happiness: Consistent Genetic Effects Across the Lifespan and Across Genetic Ancestries in Multiple Cohorts.

Ward, J.·Lyall, L.·Cullen, B.·Strawbridge, R. J.·Zhu, X.·Stanciu, I.·Aman, A.·Niedzwiedz, C. L.·Anderson, J.·Bailey, M. E. S.·Lyall, D. M.·Pell, J.

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Abstract

We present a genome-wide association study of a general happiness measure in 118,851 participants from the UK Biobank. Using BOLT-LMM, we identify 3 significant loci with a heritability estimate of 0.8%. Linkage disequilibrium score regression was performed on the big five personality traits finding significant associations with lower neuroticism and higher extraversion and conscientiousness. Using a novel approach, we construct LDpred-inf polygenic risk scores in the Adolescent Brain Cognitive Development (ABCD) cohort and the Add Health cohort. We detected nominally significant associations with several well-being measures in ABCD and significant correlations with a happiness measure in Add Health. Additionally, we tested for associations with several brain regions in a white British subsample of UK Biobank finding significant associations with several brain structure and integrity phenotypes. We demonstrated a genetic basis for general happiness level and brain structure that appears to remain consistent throughout the lifespan and across multiple ancestral backgrounds. Author summaryAt the genetic level, there has been little investigation into whether people may have a baseline happiness level which varies from person to person. Here we perform a genetic analysis in the UK Biobank to identify three genetic loci that associate with general happiness level and preform genetic correlations of our results with the Big Five personality traits, identifying significant correlations with neuroticism, conscientiousness and extraversion. We use the resulting summary statistics to create LDpred-inf polygenic risk scores in UK biobank identifying several brain metrics and regions associate with genetic loading for general happiness level. We also use a novel method to create LDpred-inf polygenic risk scores in two other cohorts, ABCD and Add Health. We found significant correlations with an independent happiness measure in Add Health and nominally significant correlations with several well-being measures in ABCD in both those of European Ancestry and all other ancestries found in these cohorts. We also attempted to replicate our UK Biobank MRi finding in ABCD. We conclude there is evidence that individuals have a general happiness level that is in part genetic which spans across age and ancestry.

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Ward, J., Lyall, L., Cullen, B., Strawbridge, R. J., Zhu, X., Stanciu, I., Aman, A., Niedzwiedz, C. L., Anderson, J., Bailey, M. E. S., Lyall, D. M., Pell, J.. 2022-04-07. A Genome-Wide Association Analysis of Happiness: Consistent Genetic Effects Across the Lifespan and Across Genetic Ancestries in Multiple Cohorts.. https://doi.org/10.1101/2022.04.05.487098

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