Brain region and cell type-specific DNA methylation profiles in association with ADHD

Previous studies identified DNA methylation (DNAm) associations with ADHD in peripheral tissue and the brain. Given that DNAm is highly cell type-specific, it is crucial to understand which cell types are driving the DNAm differences observed in ADHD. Here, we report the first brain cell type-specific epigenome-wide association study (EWAS) for ADHD (25 individuals with ADHD, 33 individuals without ADHD) in postmortem anterior cingulate cortex (ACC) and caudate nucleus (CN) based on epigenomic deconvolution. We identified distinct cell type-specific DNAm patterns in both brain regions. On the single site level, we identified significant associations with ADHD in microglia. We identified that in the ACC most differentially methylated regions (DMRs) differences were driven by glutamatergic neurons, whereas differences in the CN were mainly driven by GABAergic neurons. Enrichment of DMRs implicated genes involved in brain development, both in bulk and on the cell type-specific level. Genome-wide DNAm differences in microglia and GABAergic neurons were enriched in genetic risk variants for ADHD. Lastly, the results of EWAS were dependent on cell type reference panels used in statistical analyses. Altogether, these results could provide new insights into the molecular mechanisms underlying ADHD and considerations for EWAS in brain tissue.

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Publication Details

Journal
Scientific Reports
Published
2025-10-08
DOI
https://doi.org/10.1038/s41598-025-18724-1
Citations
5
Primary Topic
Epigenetics and DNA Methylation
Type
article
Field-Weighted Citation Impact
4.03

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article

Brain region and cell type-specific DNA methylation profiles in association with ADHD

Mandy Meijer, Xiaoqing Fu, Gustavo Sudre, Philip Shaw et al.
5 citations
Scientific Reports
Epigenetics and DNA Methylation
4.03
article

Brain region and cell type-specific DNA methylation profiles in association with ADHD

Mandy Meijer, Xiaoqing Fu, Gustavo Sudre, Philip Shaw, Kwangmi Ahn
article en
5 citations

Abstract

Previous studies identified DNA methylation (DNAm) associations with ADHD in peripheral tissue and the brain. Given that DNAm is highly cell type-specific, it is crucial to understand which cell types are driving the DNAm differences observed in ADHD. Here, we report the first brain cell type-specific epigenome-wide association study (EWAS) for ADHD (25 individuals with ADHD, 33 individuals without ADHD) in postmortem anterior cingulate cortex (ACC) and caudate nucleus (CN) based on epigenomic deconvolution. We identified distinct cell type-specific DNAm patterns in both brain regions. On the single site level, we identified significant associations with ADHD in microglia. We identified that in the ACC most differentially methylated regions (DMRs) differences were driven by glutamatergic neurons, whereas differences in the CN were mainly driven by GABAergic neurons. Enrichment of DMRs implicated genes involved in brain development, both in bulk and on the cell type-specific level. Genome-wide DNAm differences in microglia and GABAergic neurons were enriched in genetic risk variants for ADHD. Lastly, the results of EWAS were dependent on cell type reference panels used in statistical analyses. Altogether, these results could provide new insights into the molecular mechanisms underlying ADHD and considerations for EWAS in brain tissue.

Scientific ReportsVol. 15(1)
University of British Columbia (CA), King's College London (GB), National Human Genome Research Institute (US), BC Children's Hospital (CA)
National Institute of Mental Health, National Human Genome Research Institute
Openalex Percentile: Top 6%
Epigenetics and DNA Methylation
4.03
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Brain region and cell type-specific DNA methylation profiles in association with ADHD — Mandy Meijer, Xiaoqing Fu, et al. · Scientific Reports (2025) | TGRS Research Map | TGRS