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DNA methylation levels at individual age-associated CpG sites can be indicative for life expectancy
Qiong Lin, Carola I. Weidner, Ivan G. Costa, Riccardo E. Marioni, Marcelo R.P. Ferreira, Ian J. Deary, Wolfgang Wagner
Aging · 2016 · ▲ 259 citations
Abstract
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 genesPDE4C 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.
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- 10.18632/aging.100908
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- 2026-08-02 MST
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APA
Lin, Q., Weidner, C.I., Costa, I.G., Marioni, R.E., Ferreira, M.R., Deary, I.J., & Wagner, W. (2016). DNA methylation levels at individual age-associated CpG sites can be indicative for life expectancy. <em>Aging</em>. https://doi.org/10.18632/aging.100908
Vancouver
Lin Q, Weidner CI, Costa IG, Marioni RE, Ferreira MR, Deary IJ, et al. DNA methylation levels at individual age-associated CpG sites can be indicative for life expectancy. Aging. 2016. doi:10.18632/aging.100908.
BibTeX
@article{qiong2016DNAmet,
title = {DNA methylation levels at individual age-associated CpG sites can be indicative for life expectancy},
author = {Qiong Lin and Carola I. Weidner and Ivan G. Costa and Riccardo E. Marioni and Marcelo R.P. Ferreira and Ian J. Deary and Wolfgang Wagner},
journal = {Aging},
year = {2016},
doi = {10.18632/aging.100908},
}
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