DNA methylation levels at individual age-associated CpG sites can be indicative for life expectancy

被引:149
作者
Lin, Qiong [1 ,2 ]
Weidner, Carola I. [1 ,2 ]
Costa, Ivan G. [2 ,3 ]
Marioni, Riccardo E. [4 ,5 ,6 ]
Ferreira, Marcelo R. P. [2 ,3 ,8 ]
Deary, Ian J. [4 ,7 ]
Wagner, Wolfgang [1 ,2 ]
机构
[1] RWTH Univ, Helmholtz Inst Biomed Engn Stem Cell Biol & Cellu, Sch Med, Aachen, Germany
[2] RWTH Univ, Inst Biomed Technol Cell Biol, Sch Med, Aachen, Germany
[3] RWTH Univ, Interdisciplinary Ctr Clin Res IZKF, Sch Med, Aachen, Germany
[4] Univ Edinburgh, Ctr Cognit Ageing & Cognit Epidemiol, Edinburgh EH8 9JZ, Midlothian, Scotland
[5] Univ Edinburgh, Med Genet Sect, Ctr Genom & Expt Med, Inst Genet & Mol Med, Edinburgh EH4 2XU, Midlothian, Scotland
[6] Univ Queensland, Queensland Brain Inst, Brisbane, Qld 4072, Australia
[7] Univ Edinburgh, Dept Psychol, 7 George Sq, Edinburgh EH8 9JZ, Midlothian, Scotland
[8] Univ Fed Paraiba, Ctr Nat & Exact Sci, Dept Stat, BR-58051900 Joao Pessoa, Paraiba, Brazil
来源
AGING-US | 2016年 / 8卷 / 02期
基金
英国医学研究理事会; 英国生物技术与生命科学研究理事会; 英国惠康基金;
关键词
DNA-methylation; epigenetic; aging; age; prediction; predictor; survival; mortality; PDE4C; CLCN6; GENOME-WIDE ASSOCIATION; GENE-EXPRESSION; BLOOD-PRESSURE; SIGNATURE; NEWBORNS; PATTERN; LOCI;
D O I
10.18632/aging.100908
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
DNA-methylation (DNAm) levels at age-associated CpG sites can be combined into epigenetic aging signatures to estimate donor age. It has been demonstrated that the difference between such epigenetic age-predictions and chronological age is indicative for of all-cause mortality in later life. In this study, we tested alternative epigenetic signatures and followed the hypothesis that even individual age-associated CpG sites might be indicative for life-expectancy. Using a 99-CpG aging model, a five-year higher age-prediction was associated with 11% greater mortality risk in DNAm profiles of the Lothian Birth Cohort 1921 study. However, models based on three CpGs, or even individual CpGs, generally revealed very high offsets in age-predictions if applied to independent microarray datasets. On the other hand, we demonstrate that DNAm levels at several individual age-associated CpGs seem to be associated with life expectancy - e.g., at CpGs associated with the genes PDE4C and CLCN6. Our results support the notion that small aging signatures should rather be analysed by more quantitative methods, such as site-specific pyrosequencing, as the precision of age-predictions is rather low on independent microarray datasets. Nevertheless, the results hold the perspective that simple epigenetic biomarkers, based on few or individual age-associated CpGs, could assist the estimation of biological age.
引用
收藏
页码:394 / 401
页数:8
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