Relationships between wellbeing polygenic scores, brain structure, and psychopathology in children

Wellbeing is shaped by an interplay of genetic and environmental factors and is associated with both health and functioning. It remains unclear whether genetic influences on wellbeing are linked to brain structure and, in turn, early-life psychopathology. Here, we investigated associations between wellbeing polygenic scores (PGS), magnetic resonance imaging (MRI)-derived measures of brain structure, and parent-reported measures of child psychopathology in a large cross-sectional sample of children from the Adolescent Brain Cognitive Development (ABCD) Study ( n = 8844; 8.9–11.0 years old). Preregistered analyses revealed no significant associations between wellbeing PGS and regional cortical thickness or subcortical volumes and only a small negative association with surface area of the parahippocampal cortex (β = −0.03, p = .002), while an exploratory analysis identified a small positive association with intracranial volume (ICV; β = 0.04, p < .001). Preregistered analyses showed small negative associations between wellbeing PGS and general psychopathology (β = −0.09, p < .001) and both internalizing (β = −0.09, p < .001) and externalizing problems (β = −0.07, p < .001). ICV partially mediated the relationships between wellbeing PGS and psychopathology, accounting for 1.3–3.3 % of these relationships. The findings suggest that while wellbeing PGS have limited associations with regional brain structure in children, they exhibit small protective effects against psychopathology. • Wellbeing PGS show limited associations with brain structure in children. • Negative association found between wellbeing PGS and parahippocampal surface area. • Positive association found between wellbeing PGS and intracranial volume. • Wellbeing PGS linked to lower levels of parent-reported child psychopathology. • Intracranial volume partially mediate wellbeing PGS-psychopathology associations.

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Journal
Personality and Individual Differences
Published
2025-06-09
DOI
https://doi.org/10.1016/j.paid.2025.113313
Citations
1
Primary Topic
Cognitive Abilities and Testing
Type
article
Field-Weighted Citation Impact
2.12
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article

Relationships between wellbeing polygenic scores, brain structure, and psychopathology in children

Lars Tjelta Westlye, Ingrid Agartz, Ole A. Andreassen, Dag Alnæs et al.
1 citations
Personality and Individual Differences
Cognitive Abilities and Testing
2.12
article

Relationships between wellbeing polygenic scores, brain structure, and psychopathology in children

Lars Tjelta Westlye, Ingrid Agartz, Ole A. Andreassen, Dag Alnæs, Lia Ferschmann, Ronald E. Dahl, Espen Røysamb, Christian K. Tamnes, Geneviève Richard, Linn B. Norbom, Dennis van der Meer, Andreas Dahl, Kathryn L. Mills
article en
1 citations

Abstract

Wellbeing is shaped by an interplay of genetic and environmental factors and is associated with both health and functioning. It remains unclear whether genetic influences on wellbeing are linked to brain structure and, in turn, early-life psychopathology. Here, we investigated associations between wellbeing polygenic scores (PGS), magnetic resonance imaging (MRI)-derived measures of brain structure, and parent-reported measures of child psychopathology in a large cross-sectional sample of children from the Adolescent Brain Cognitive Development (ABCD) Study ( n = 8844; 8.9–11.0 years old). Preregistered analyses revealed no significant associations between wellbeing PGS and regional cortical thickness or subcortical volumes and only a small negative association with surface area of the parahippocampal cortex (β = −0.03, p = .002), while an exploratory analysis identified a small positive association with intracranial volume (ICV; β = 0.04, p < .001). Preregistered analyses showed small negative associations between wellbeing PGS and general psychopathology (β = −0.09, p < .001) and both internalizing (β = −0.09, p < .001) and externalizing problems (β = −0.07, p < .001). ICV partially mediated the relationships between wellbeing PGS and psychopathology, accounting for 1.3–3.3 % of these relationships. The findings suggest that while wellbeing PGS have limited associations with regional brain structure in children, they exhibit small protective effects against psychopathology. • Wellbeing PGS show limited associations with brain structure in children. • Negative association found between wellbeing PGS and parahippocampal surface area. • Positive association found between wellbeing PGS and intracranial volume. • Wellbeing PGS linked to lower levels of parent-reported child psychopathology. • Intracranial volume partially mediate wellbeing PGS-psychopathology associations.

Personality and Individual DifferencesVol. 246
Oslo University Hospital (NO), Norwegian Institute of Public Health (NO), University of Oregon (US), University of Oslo (NO), Karolinska Institutet (SE), Maastricht University (NL), Norwegian Centre for Violence and Traumatic Stress Studies (NO), Diakonhjemmet Hospital (NO), Stockholm Health Care Services (SE), University of California, Berkeley (US)
Decent work and economic growth
Openalex Percentile: Top 14%
Cognitive Abilities and Testing
2.12
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