Education-related polygenic scores show different associations with youth mental health in parent-offspring trios

Abstract Educational attainment and mental health are associated from childhood, but less is known about how this association is reflected within families, where children’s genetic variation is correlated with both parental genotypes and family environments. We examine whether associations involving children’s own and parental polygenic scores differ for cognitive and non-cognitive genetic components of educational attainment. These scores aggregate common DNA variants using weights from genome-wide association studies. We analyse 3,223 mother-father-child trios from the UK Millennium Cohort Study using structural equation models that jointly estimate associations involving children’s own and parental polygenic scores. Here we show that cognitive and non-cognitive education-related polygenic scores are associated with externalising behaviour, including hyperactivity and conduct problems, and internalising behaviour, including anxiety and low mood, across childhood and adolescence. Associations are generally larger in magnitude for externalising than internalising behaviour, with clearer component-specific differences for externalising behaviour. These findings highlight the heterogeneity in education-related polygenic score associations with youth mental health within families.

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Journal
Nature Communications
Published
2026-10-24
DOI
https://doi.org/10.1038/s41467-026-78790-5
Primary Topic
Genetic Associations and Epidemiology
Type
article
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article

Education-related polygenic scores show different associations with youth mental health in parent-offspring trios

Andrea G. Allegrini, Jean‐Baptiste Pingault, José J. Morosoli, Tim Peter Morris et al.
Nature Communications
Genetic Associations and Epidemiology
article

Education-related polygenic scores show different associations with youth mental health in parent-offspring trios

Andrea G. Allegrini, Jean‐Baptiste Pingault, José J. Morosoli, Tim Peter Morris, Abigail ter Kuile, Elizabeth Orpwood
article en

Abstract

Abstract Educational attainment and mental health are associated from childhood, but less is known about how this association is reflected within families, where children’s genetic variation is correlated with both parental genotypes and family environments. We examine whether associations involving children’s own and parental polygenic scores differ for cognitive and non-cognitive genetic components of educational attainment. These scores aggregate common DNA variants using weights from genome-wide association studies. We analyse 3,223 mother-father-child trios from the UK Millennium Cohort Study using structural equation models that jointly estimate associations involving children’s own and parental polygenic scores. Here we show that cognitive and non-cognitive education-related polygenic scores are associated with externalising behaviour, including hyperactivity and conduct problems, and internalising behaviour, including anxiety and low mood, across childhood and adolescence. Associations are generally larger in magnitude for externalising than internalising behaviour, with clearer component-specific differences for externalising behaviour. These findings highlight the heterogeneity in education-related polygenic score associations with youth mental health within families.

Nature Communications
The University of Queensland (AU), King's College London (GB), QIMR Berghofer Medical Research Institute (AU), University College London (GB)
Openalex Percentile: Top 15%
Genetic Associations and Epidemiology
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