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Published on: April 18, 2018
Epigenetic Impact of Sleep Timing in Children: Novel DNA Methylation Signatures via SWAG Analysis
Erika Richter1,2, Priyadarshni Patel3, Yagmur Y Ozdemir4
1Department of Food, Nutrition, and Packaging Sciences, Clemson University, Clemson, SC 29631, USA.
Insights
Childhood bedtime influences DNA methylation, impacting genes related to circadian rhythm and metabolism. These epigenetic changes may predispose children to future metabolic and developmental issues.
Area of Science:
- Epigenetics
- Pediatric Metabolism
- Chronobiology
Background:
- Pediatric obesity is a growing global concern.
- Emerging evidence links sleep timing to metabolic health via epigenetic mechanisms.
Purpose of the Study:
- Investigate epigenome-wide DNA methylation patterns associated with bedtime in children.
- Explore the biological relevance of these methylation patterns.
Main Methods:
- Classified children (6-10 years) into early (≤8:30 PM) and late (>8:30 PM) bedtime groups.
- Analyzed saliva DNA methylation using Illumina MethylationEPIC BeadChip.
- Applied Sparse Wrapper Algorithm (SWAG) to identify differentially methylated loci.
Main Results:
- Identified 1006 CpG sites (571 genes) significantly associated with bedtime (p < 0.001).
- Observed significant methylation differences between early and late bedtime groups.
- Enrichment analyses revealed associations with circadian entrainment, neurotransmission, growth hormone, and insulin secretion pathways.
Conclusions:
- Childhood bedtime variations epigenetically modify genes regulating circadian rhythm, metabolism, and neuronal connectivity.
- These modifications may increase susceptibility to later-life developmental and metabolic challenges.
- Identified overlapping genes with established sleep and obesity gene sets, highlighting potential shared pathways.
Abstract:
Pediatric obesity is rising globally, and emerging evidence suggests that sleep timing may influence metabolic health through epigenetic mechanisms. This study investigated epigenome-wide DNA methylation patterns associated with bedtime in children and explored their biological relevance. Children aged 6-10 years were classified as early (≤8:30 PM) or late (>8:30 PM) bedtime groups. Saliva-derived DNA was analyzed using the Illumina Infinium MethylationEPIC BeadChip Array, and the Sparse Wrapper Algorithm (SWAG) was applied to identify differentially methylated loci. A total of 1006 CpG sites, representing 571 unique genes, were significantly associated with bedtime (p < 0.001). Significant methylation differences were observed between early and late bedtime groups, with ABCG2, ABHD4, MOBKL1A, AK3, SDE2, PRAMEF4, CREM, CDH4, BRAT1, and SDK1 showing the most consistent variation. Functional enrichment analyses (Gene Ontology, KEGG, and DisGeNET) conducted on the SWAG-identified gene set revealed enrichment in biological processes including peptidyl-lysin demethylation, regulation of sodium ion transport, DNA repair, and lipo-protein particle assembly. Key KEGG pathways included circadian entrainment, neurotransmission (GABAergic, dopaminergic, and glutamatergic), growth hormone synthesis, and insulin secretion. DisGeNET analysis identified associations with neurodevelopmental disorders and cognitive impairment. Cross-comparison with established sleep and obesity gene sets identified ten overlapping genes(CDH4, NR3C2, ACTG1, COG5, CAT, HDAC4, FTO, DOK7, OCLN, and ATXN1). These findings suggest that variations in bedtime during childhood may epigenetically modify genes regulating circadian rhythm, metabolism, neuronal connectivity, and stress response, potentially predisposing to later-life developmental, and metabolic challenges.
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