Childhood internalising symptoms at ages 3 and 6: a meta‐analysis of epigenome‐wide associations from cord and peripheral blood

BACKGROUND: Pre- and postpartum environments and genetic effects influence childhood internalising problems, which increase depression risk. DNA methylation (DNAm) may capture some of these effects. We therefore investigated associations between child blood DNAm and internalising problems. METHODS: We meta-analysed probe and region-level epigenome-wide association studies using data from 3 European birth cohorts (ALSPAC, MoBa, Generation R; analytic N = 1,121-3,011) from the Pregnancy And Childhood Epigenetics (PACE) Consortium. DNAm was assessed at birth (cord blood) and age 6 years (peripheral blood). Internalising problems (ages 3 and 6) were reported by mothers using the Child Behaviour Checklist or Strengths and Difficulties Questionnaire. Models were adjusted for age at DNAm assessment, 20 surrogate variables, estimated cell proportions, maternal education, age, smoking and, in secondary analysis, maternal anxiety and depression. Public databases were searched for mental health associations with top CpG sites and regions. RESULTS: No significant probe-level associations were found between cord- or peripheral-blood DNAm and internalising problems. In region-level analyses, two differentially methylated regions (DMRs) in cord blood were associated with internalising problems at age 3 (annotated to STK32C, MIR886) and one at age 6 (PFKFB2). At age 6, peripheral-blood analyses identified two DMRs (C10orf26 (WBP1L), FAM125A). Several genes showed prior associations with psychiatric phenotypes, including depression. CONCLUSIONS: The higher-powered regional-level analyses revealed more associations than probe-level. Among others, we identified a region annotated to STK32C that has previously been linked to adolescent depression. Larger samples and refined phenotyping are needed to clarify the role of DNAm in internalising problems.

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Journal
Journal of Child Psychology and Psychiatry
Published
2026-06-16
DOI
https://doi.org/10.1111/jcpp.70186
Primary Topic
Epigenetics and DNA Methylation
Type
article
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article

Childhood internalising symptoms at ages 3 and 6: a meta‐analysis of epigenome‐wide associations from cord and peripheral blood

Laura Schellhas, Charlotte A. M. Cecil, Gemma C. Sharp, Luisa Zuccolo et al.
Journal of Child Psychology and Psychiatry
Epigenetics and DNA Methylation
article

Childhood internalising symptoms at ages 3 and 6: a meta‐analysis of epigenome‐wide associations from cord and peripheral blood

Laura Schellhas, Charlotte A. M. Cecil, Gemma C. Sharp, Luisa Zuccolo, Mannan Luo, A. Havdahl, Christian M. Page, Marcus R. Munafò, Janine F. Felix, Mona Bekkhus
article en

Abstract

BACKGROUND: Pre- and postpartum environments and genetic effects influence childhood internalising problems, which increase depression risk. DNA methylation (DNAm) may capture some of these effects. We therefore investigated associations between child blood DNAm and internalising problems. METHODS: We meta-analysed probe and region-level epigenome-wide association studies using data from 3 European birth cohorts (ALSPAC, MoBa, Generation R; analytic N = 1,121-3,011) from the Pregnancy And Childhood Epigenetics (PACE) Consortium. DNAm was assessed at birth (cord blood) and age 6 years (peripheral blood). Internalising problems (ages 3 and 6) were reported by mothers using the Child Behaviour Checklist or Strengths and Difficulties Questionnaire. Models were adjusted for age at DNAm assessment, 20 surrogate variables, estimated cell proportions, maternal education, age, smoking and, in secondary analysis, maternal anxiety and depression. Public databases were searched for mental health associations with top CpG sites and regions. RESULTS: No significant probe-level associations were found between cord- or peripheral-blood DNAm and internalising problems. In region-level analyses, two differentially methylated regions (DMRs) in cord blood were associated with internalising problems at age 3 (annotated to STK32C, MIR886) and one at age 6 (PFKFB2). At age 6, peripheral-blood analyses identified two DMRs (C10orf26 (WBP1L), FAM125A). Several genes showed prior associations with psychiatric phenotypes, including depression. CONCLUSIONS: The higher-powered regional-level analyses revealed more associations than probe-level. Among others, we identified a region annotated to STK32C that has previously been linked to adolescent depression. Larger samples and refined phenotyping are needed to clarify the role of DNAm in internalising problems.

Journal of Child Psychology and Psychiatry
Norwegian Institute of Public Health (NO), University of Oslo (NO), University of Exeter (GB), Erasmus MC (NL), University of Bristol (GB), Lovisenberg Diakonale Høgskole (NO), Human Technopole (IT), Erasmus University Rotterdam (NL)
Good health and well-being
Openalex Percentile: Top 10%
Epigenetics and DNA Methylation
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