Zhang Yan, Hapala Jan, Brenner Hermann, Wagner Wolfgang
Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581/TP4, 69120 Heidelberg, Germany.
Helmholtz-Institute for Biomedical Engineering, Stem Cell Biology and Cellular Engineering, University Hospital of the RWTH Aachen, Pauwelsstrasse 20, 52074 Aachen, Germany.
Clin Epigenetics. 2017 Feb 2;9:9. doi: 10.1186/s13148-017-0315-9. eCollection 2017.
There is a growing interest in simple molecular biomarkers for biological aging. Age-associated DNA methylation (DNAm) changes at specific CG dinucleotides can be combined into epigenetic age predictors to estimate chronological age-and the deviation of chronological and predicted age (∆) seems to be associated with all-cause mortality. In this study, we have further validated this association and analyzed whether or not individual age-associated CG-dinucleotides (CpGs) are related to life expectancy.
In the German ESTHER cohort, we used 864 DNAm profiles of blood samples as the discovery set and 1000 DNAm profiles as the validation set to predict chronological age with three previously reported age predictors-based on 99, 71, or 353 age-associated CpGs. Several of these individual CpGs were significantly associated with life expectancy, and for some of these CpGs, this was even reproducible in the independent datasets. Notably, those CpGs that revealed significant association with life expectancy were overall rather hypomethylated upon aging.
Individual age-associated CpGs may provide biomarkers for all-cause mortality-but confounding factors need to be critically taken into consideration, and alternative methods, which facilitate more quantitative measurements at individual CpGs, might be advantageous. Our data suggest that particularly specific CpGs that become hypomethylated upon aging are indicative of biological aging.
对于用于生物衰老的简单分子生物标志物的兴趣与日俱增。特定CG二核苷酸处与年龄相关的DNA甲基化(DNAm)变化可整合到表观遗传年龄预测指标中,以估计实际年龄,而实际年龄与预测年龄的偏差(∆)似乎与全因死亡率相关。在本研究中,我们进一步验证了这种关联,并分析了各个与年龄相关的CG二核苷酸(CpG)是否与预期寿命相关。
在德国埃丝特队列研究中,我们使用864份血液样本的DNAm图谱作为发现集,1000份DNAm图谱作为验证集,采用之前报道的基于99个、71个或353个与年龄相关的CpG的三种年龄预测指标来预测实际年龄。这些单个CpG中有几个与预期寿命显著相关,其中一些在独立数据集中甚至具有可重复性。值得注意的是,那些与预期寿命显示出显著关联的CpG在衰老过程中总体上甲基化程度较低。
单个与年龄相关的CpG可能为全因死亡率提供生物标志物,但需要严格考虑混杂因素,而有助于对单个CpG进行更定量测量的替代方法可能更具优势。我们的数据表明,特别是那些在衰老过程中甲基化程度降低的特定CpG可指示生物衰老。