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Genome-wide identification of inter-individually variable DNA methylation sites improves the efficacy of epigenetic association studies.

Tsuyoshi HachiyaHideki OhmomoYuh ShiwaHideki OhmomoKanako OnoFumiki KatsuokaMasao NagasakiJun YasudaNobuo FuseKengo KinoshitaMasayuki YamamotoKozo TannoMamoru SatohRyujin EndoMakoto SasakiKiyomi SakataSeiichiro KobayashiKuniaki OgasawaraJiro HitomiKenji SobueAtsushi Shimizu
Published in: NPJ genomic medicine (2017)
Epigenome-wide association studies, which searches for blood-based DNA methylation signatures associated with environmental exposures and/or disease susceptibilities, is a promising approach to a better understanding of the molecular aetiology of common diseases. To carry out large-scale epigenome-wide association studies while avoiding false negative detection, an efficient strategy to determine target CpG sites for microarray-based or sequencing-based DNA methylation profiling is essentially needed. Here, we propose and validate a hypothesis that a strategy focusing on CpG sites with high DNA methylation level variability may attain an improved efficacy. Through whole-genome bisulfite sequencing of purified blood cells collected from > 100 apparently healthy subjects, we identified ~2.0 million inter-individually variable CpG sites as potential targets. The efficacy of our strategy was estimated to be 3.7-fold higher than that of the most frequently used strategy. Our catalogue of inter-individually variable CpG sites will accelerate the discovery of clinically relevant DNA methylation biomarkers in future epigenome-wide association studies.
Keyphrases
  • dna methylation
  • genome wide
  • gene expression
  • single cell
  • copy number
  • air pollution
  • risk assessment
  • oxidative stress
  • climate change
  • signaling pathway
  • cell proliferation