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Exploring the Behavioral and Emotional Manifestation of Polygenic Risk for Psychiatric Disorders Among Schoolchildren.

Journal of the American Academy of Child and Adolescent Psychiatry2026

Alemany Silvia, Bosch Rosa, Soler Artigas María, Cabana-Domínguez Judit, Vilar-Ribó Laura, Llonga Natalia, Arribas Lorena, Carabí-Gassol Pau, Macias-Chimborazo Valeria, Zubizarreta-Arruti Uxue, Pagerols Mireia, Prat Raquel, Pagespetit Èlia, Puigbó Julia, Español-Martín Gemma, Ramos-Quiroga J Antoni, Casas Miquel, Ribasés Marta

What this study means for families

Researchers studied genetic risk factors for mental health conditions in nearly 5,000 Spanish children aged 5-18. They found that children with higher genetic risk for ADHD were more likely to have various behavioral and emotional problems. Genetic risk for autism and depression also played a role, but not as strongly. Some differences were seen between boys and girls.

The study suggests that genes linked to mental health conditions can affect many different aspects of a child's behavior and emotions.

Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.

Research summary

This large cohort study examined polygenic risk scores (PRS) for psychiatric disorders in relation to behavioral and emotional problems among 4,709 Spanish schoolchildren aged 5-18 years. The study found that genetic risk for ADHD showed the strongest associations with a wide range of behavioral and emotional problems across multiple informants (parents, teachers, children). Genetic risk for autism spectrum disorder and depression also contributed to behavioral problems, though to a lesser extent. Some sex-specific effects were observed, with schizophrenia PRS showing stronger effects in boys.

The findings suggest genetic factors for psychiatric conditions influence broad dimensional traits rather than specific disorders in children.

Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.

Key findings

  • 1

    Polygenic risk for ADHD showed strongest associations with behavioral and emotional problems across multiple informants

    Confidence: highRelevance: high
  • 2

    Genetic risk for autism and depression also contributed to behavioral problems, though to lesser extent than ADHD

    Confidence: moderateRelevance: moderate
  • 3

    Sex-specific effects observed, with schizophrenia polygenic risk showing stronger effects in boys than girls

    Confidence: moderateRelevance: moderate
  • 4

    35 of 54 behavioral traits showed significant associations with at least one polygenic risk score

    Confidence: highRelevance: moderate

Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.

Clinical implications

Findings support dimensional rather than categorical approaches to understanding childhood behavioral problems. Genetic risk assessment may help identify children who could benefit from early intervention or monitoring. Results suggest shared genetic pathways across different psychiatric conditions, supporting transdiagnostic treatment approaches.

Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.

Limitations

Limited to Spanish population which may affect generalizability to other ethnic groups. Cross-sectional design prevents causal inference. Polygenic risk scores explain only small portions of behavioral variance. No information provided about environmental factors that may interact with genetic risk.

Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.

Original abstract

We examined the relationships between polygenic risk scores (PRS) for psychiatric disorders and behavioral and emotional problems. In addition, we explored whether these associations differed by sex and conducted mutually adjusted models to elucidate whether different PRS independently contributed to the same outcome. Participants included 4,709 individuals 5 to 18 years of age from the Spanish population-based INSchool cohort (mean age = 10.0 years; SD = 3.0, 45% female). PRS for attention-deficit/hyperactivity disorder (ADHD), autism spectrum disorder (ASD), bipolar disorder, depression, schizophrenia, and anxiety were computed using PRScs and PLINK.

Behavioral and emotional problems were assessed using the Child Behavior Checklist (CBCL), the Teacher's Report Form (TRF), the Youth Self-Report (YSR), and the Strengths and Difficulties Questionnaire (SDQ) reported by parents, teachers, and participants. Associations between PRS and behavioral and emotional problems were examined using linear mixed-effects models. Of a total of 54 traits, 35 showed significant associations that survived multiple testing correction (p < 1.54E-04) with at least one PRS for ADHD, ASD, and depression. PRS-ADHD showed the strongest associations with a wide range of behavioral and emotional problems reported by all 3 informants, which was shown to be largely independent of the effects of PRS-ASD and depression.

Sex-stratified results revealed certain sex-specific associations, with the PRS-Schizophrenia showing stronger effects among boys compared to girls in parent-reported outcomes. Polygenic risk for ADHD and, to a lesser extent, ASD and depression contributed to the expression of behavior and emotional problems among schoolchildren in a transdiagnostic manner, with both broad and specific measures of dimensional psychopathology. In this study, the authors examined the relationships between polygenic risk scores (PRS) for psychiatric disorders and behavioral and emotional problems. Using data from 4,709 children aged 5 to 18, the authors found that polygenic risk for attention-deficit/hyperactivity disorder (ADHD) and, to a lesser extent, autism and depression, contributed to the expression of behavior and emotional problems among schoolchildren in a transdiagnostic manner, with both broad and specific measures of dimensional psychopathology.

Some effects were different between boys and girls; for example, the genetic risk of schizophrenia had a bigger impact on boys. Findings of the study indicate that genetic factors linked to mental health conditions can influence a wide range of emotional and behavioral traits in school-age children, not just specific disorders. We worked to ensure sex and gender balance in the recruitment of human participants. We worked to ensure that the study questionnaires were prepared in an inclusive way.

We worked to ensure race, ethnic, and/or other types of diversity in the recruitment of human participants. We actively worked to promote sex and gender balance in our author group. The author list of this paper includes contributors from the location and/or community where the research was conducted who participated in the data collection, design, analysis, and/or interpretation of the work. We actively worked to promote inclusion of historically underrepresented racial and/or ethnic groups in science in our author group.

One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented sexual and/or gender groups in science.

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Evidence Grade

Emerging

moderate

Grade assigned by AutismInsights based on study type and published abstract.

Study Details

Journal
Journal of the American Academy of Child and Adolescent Psychiatry
Year
2026
PMID
40543799
DOI
10.1016/j.jaac.2025.06.012

MeSH Terms

HumansChildFemaleMaleMultifactorial InheritanceAdolescentAttention Deficit Disorder with HyperactivityAutism Spectrum DisorderChild, PreschoolGenetic Predisposition to DiseaseMental DisordersSpainRisk Factors