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Updated: Dec 22, 2025

Sample Preparation to Bioinformatics Analysis of DNA Methylation: Association Strategy for Obesity and Related Trait Studies
Published on: May 6, 2022
Genome-wide DNA methylation patterns associated with sleep and mental health in children: a population-based study
Maria Elisabeth Koopman-Verhoeff1,2,3, Rosa H Mulder1,2,4, Jared M Saletin3
1Department of Child and Adolescent Psychiatry, Erasmus University Medical Center, Sophia Children's Hospital, Rotterdam, The Netherlands.
Insights
DNA methylation (DNAm) patterns are linked to sleep duration in children. One specific DNAm region on chromosome 17, including the MAPT gene, was associated with sleep duration, but not mental health outcomes.
Area of Science:
- Epigenetics
- Sleep Science
- Pediatric Health
Background:
- DNA methylation (DNAm) plays a role in sleep biology.
- The relationship between genome-wide DNAm patterns, sleep outcomes, and mental health in children is not well understood.
Purpose of the Study:
- To investigate the associations between DNA methylation and sleep outcomes in a pediatric population.
- To explore potential overlaps between DNA methylation, sleep, and mental health.
Main Methods:
- Cross-sectional study of 465 10-year-old children.
- Genome-wide DNA methylation measured using Illumina 450K array.
- Sleep assessed via self-report and actigraphy; mental health via maternal questionnaires.
- Weighted gene co-expression network analysis to identify DNAm modules associated with sleep and mental health.
Main Results:
- Identified 64 DNA methylation modules.
- One module associated with sleep duration, located on chromosome 17 and including the MAPT gene.
- This DNAm region is genetically controlled and shows blood-brain concordance.
- No overlap found between DNA methylation modules associated with sleep and those associated with mental health.
Conclusions:
- A specific DNA methylation region is associated with sleep duration in children.
- This region includes genes previously implicated in sleep duration and GWAS studies.
- Further research is needed to understand the functional role and longitudinal impact of this DNA methylation region on sleep.
Background:
DNA methylation (DNAm) has been implicated in the biology of sleep. Yet, how DNAm patterns across the genome relate to different sleep outcomes, and whether these associations overlap with mental health is currently unknown. Here, we investigated associations of DNAm with sleep and mental health in a pediatric population.
Methods:
This cross-sectional study included 465 10-year-old children (51.3% female) from the Generation R Study. Genome-wide DNAm levels were measured using the Illumina 450K array (peripheral blood). Sleep problems were assessed from self-report and mental health outcomes from maternal questionnaires. Wrist actigraphy was used in 188 11-year-old children to calculate sleep duration and midpoint sleep. Weighted gene co-expression network analysis was used to identify highly comethylated DNAm 'modules', which were tested for associations with sleep and mental health outcomes.
Results:
We identified 64 DNAm modules, one of which associated with sleep duration after covariate and multiple testing adjustment. This module included CpG sites spanning 9 genes on chromosome 17, including MAPT - a key regulator of Tau proteins in the brain involved in neuronal function - as well as genes previously implicated in sleep duration. Follow-up analyses suggested that DNAm variation in this region is under considerable genetic control and shows strong blood-brain concordance. DNAm modules associated with sleep did not overlap with those associated with mental health.
Conclusions:
We identified one DNAm region associated with sleep duration, including genes previously reported by recent GWAS studies. Further research is warranted to examine the functional role of this region and its longitudinal association with sleep.
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