Tracking age-correlated DNA methylation markers in the young

被引:37
作者
Freire-Aradas, Ana [1 ]
Phillips, Christopher [1 ]
Giron-Santamaria, Lorena [1 ]
Mosquera-Miguel, Ana [1 ]
Gomez-Tato, Antonio [2 ]
Casares de Cal, M. Angeles [2 ]
Alvarez-Dios, Jose [2 ]
Victoria Lareu, Maria [2 ]
机构
[1] Univ Santiago de Compostela, Forens Genet Unit, Inst Forens Sci, Santiago De Compostela, Spain
[2] Univ Santiago de Compostela, Fac Math, Santiago De Compostela, Spain
关键词
DNA methylation; Children; Adolescents; Individual age; Illumina; EpiTYPER (R); Age estimation; WIDE; BLOOD; PREDICTION; BIRTH; GENE; SET;
D O I
10.1016/j.fsigen.2018.06.011
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
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 (R) 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.
引用
收藏
页码:50 / 59
页数:10
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