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Cell type-specific methylome-wide association studies of childhood ADHD symptoms.

Publication ,  Journal Article
Meijer, M; Klein, M; Caramaschi, D; Clark, SL; Cosin-Tomas, M; Koen, N; Lu, X; Mulder, RH; Röder, SW; Zhang, Y; Zilich, L; Bustamente, M ...
Published in: Eur Neuropsychopharmacol
December 2025

Studying DNA methylation (DNAm) can provide insights into gene-regulatory mechanisms underlying attention-deficit/hyperactivity disorder (ADHD). While most DNAm studies were performed in bulk tissue, this study used statistical deconvolution to identify cell type-specific DNAm profiles, from five major blood cell types, associated with childhood ADHD symptoms. We performed meta-analyses of methylome-wide association studies (MWAS) for ADHD symptoms (agerange=4-16 years) in peripheral blood collected during childhood and in cord blood. The investigated cohorts included seven array-based methylation datasets assaying up to 450 K CpGs from the Pregnancy And Childhood Epigenetics Consortium (N=2 934 peripheral blood; N=2 546 cord blood) and a sequencing-based methylation dataset assaying nearly all 28 million CpGs in blood from the Great Smoky Mountain Study (GSMS; N=583). The meta-analyses resulted in methylome-wide significant (FDR<0.05) ADHD associations in CD8T cells (RPL31P11 and KCNJ5) for peripheral blood, and, in cord blood, in monocytes (PDE6B), CD8T cells (KCNA3 and HAND2), and NK cells (KIFC1). Notably, several significant sites detected in peripheral blood (RPL31P11 and KCNJ5) were also detected in cord blood. Furthermore, extended MWAS of all sites available for GSMS detected 69 and 17 additional CpGs in monocytes and granulocytes, respectively. In this first cell type-specific MWAS for ADHD, we identified DNAm associations for ADHD symptoms; some associations were seen in both peripheral blood and cord blood, suggesting potential susceptibility markers for increased ADHD risk. These findings show that cell type-specific analyses and sequencing-based approaches can increase insights into the epigenetic patterns associated with ADHD symptoms in childhood.

Duke Scholars

Published In

Eur Neuropsychopharmacol

DOI

EISSN

1873-7862

Publication Date

December 2025

Volume

101

Start / End Page

7 / 17

Location

Netherlands

Related Subject Headings

  • Psychiatry
  • Male
  • Humans
  • Genome-Wide Association Study
  • Fetal Blood
  • Female
  • Epigenome
  • Epigenesis, Genetic
  • DNA Methylation
  • Cohort Studies
 

Citation

APA
Chicago
ICMJE
MLA
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Meijer, M., Klein, M., Caramaschi, D., Clark, S. L., Cosin-Tomas, M., Koen, N., … van den Oord, E. J. C. G. (2025). Cell type-specific methylome-wide association studies of childhood ADHD symptoms. Eur Neuropsychopharmacol, 101, 7–17. https://doi.org/10.1016/j.euroneuro.2025.09.010
Meijer, Mandy, Marieke Klein, Doretta Caramaschi, Shaunna L. Clark, Marta Cosin-Tomas, Nastassja Koen, Xueling Lu, et al. “Cell type-specific methylome-wide association studies of childhood ADHD symptoms.Eur Neuropsychopharmacol 101 (December 2025): 7–17. https://doi.org/10.1016/j.euroneuro.2025.09.010.
Meijer M, Klein M, Caramaschi D, Clark SL, Cosin-Tomas M, Koen N, et al. Cell type-specific methylome-wide association studies of childhood ADHD symptoms. Eur Neuropsychopharmacol. 2025 Dec;101:7–17.
Meijer, Mandy, et al. “Cell type-specific methylome-wide association studies of childhood ADHD symptoms.Eur Neuropsychopharmacol, vol. 101, Dec. 2025, pp. 7–17. Pubmed, doi:10.1016/j.euroneuro.2025.09.010.
Meijer M, Klein M, Caramaschi D, Clark SL, Cosin-Tomas M, Koen N, Lu X, Mulder RH, Röder SW, Zhang Y, Zilich L, Bustamente M, Deuschle M, Felix JF, González JR, Gražulevičiene R, Streit F, Wright J, Carracedo A, Cecil CAM, Corpeleijn E, Hartman CA, Herberth G, Huels A, Relton C, Snieder H, Stein DJ, Sunyer J, Witt SH, Zar HJ, Zenclussen AC, Franke B, Copeland W, Aberg KA, van den Oord EJCG. Cell type-specific methylome-wide association studies of childhood ADHD symptoms. Eur Neuropsychopharmacol. 2025 Dec;101:7–17.
Journal cover image

Published In

Eur Neuropsychopharmacol

DOI

EISSN

1873-7862

Publication Date

December 2025

Volume

101

Start / End Page

7 / 17

Location

Netherlands

Related Subject Headings

  • Psychiatry
  • Male
  • Humans
  • Genome-Wide Association Study
  • Fetal Blood
  • Female
  • Epigenome
  • Epigenesis, Genetic
  • DNA Methylation
  • Cohort Studies