Tracking age-correlated DNA methylation markers in the young

Forensic Sci Int Genet. 2018 Sep:36:50-59. doi: 10.1016/j.fsigen.2018.06.011. Epub 2018 Jun 13.

Abstract

DNA methylation is the most extensively studied epigenetic signature, with a large number of studies reporting age-correlated CpG sites in overlapping genes. However, most of these studies lack sample coverage of individuals under 18 years old and therefore little is known about the progression of DNA methylation patterns in children and adolescents. In the present study we aimed to select candidate age-correlated DNA methylation markers based on public datasets from Illumina BeadChip arrays and previous publications, then to explore the resulting markers in 209 blood samples from donors aged between 2 to 18 years old using the EpiTYPER® DNA methylation analysis system. Results from our analyses identified six genes highly correlated with age in the young, in particular the gene KCNAB3, which indicates its potential as a highly informative and specific age biomarker for childhood and adolescence. We outline a preliminary age prediction model based on quantile regression that uses data from the six CpG sites most strongly correlated with age ranges extended to include children and adolescents.

Keywords: Adolescents; Age estimation; Children; DNA methylation; EpiTYPER(®); Illumina; Individual age.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Acetyltransferases / genetics
  • Adolescent
  • Aging / genetics*
  • Amidohydrolases / genetics
  • Child
  • Child, Preschool
  • CpG Islands / genetics
  • Cyclic GMP-Dependent Protein Kinase Type II / genetics
  • Cyclic Nucleotide Phosphodiesterases, Type 4 / genetics
  • DNA Methylation*
  • Edar-Associated Death Domain Protein / genetics
  • Fatty Acid Elongases
  • Forensic Genetics / methods*
  • Genetic Markers*
  • Humans
  • LIM-Homeodomain Proteins / genetics
  • Muscle Proteins / genetics
  • Nerve Tissue Proteins / genetics
  • Polymerase Chain Reaction
  • Shaker Superfamily of Potassium Channels
  • Shaw Potassium Channels / genetics
  • Software
  • Transcription Factors / genetics

Substances

  • EDARADD protein, human
  • Edar-Associated Death Domain Protein
  • FHL2 protein, human
  • Genetic Markers
  • KCNAB3 protein, human
  • LIM-Homeodomain Proteins
  • Muscle Proteins
  • Nerve Tissue Proteins
  • Shaker Superfamily of Potassium Channels
  • Shaw Potassium Channels
  • Transcription Factors
  • Acetyltransferases
  • Fatty Acid Elongases
  • Cyclic GMP-Dependent Protein Kinase Type II
  • PRKG2 protein, human
  • Cyclic Nucleotide Phosphodiesterases, Type 4
  • PDE4C protein, human
  • Amidohydrolases
  • aspartoacylase