Department of Public Health, North Dakota State University, Fargo, ND, USA.
Genomics and Bioinformatics Program, North Dakota State University, Fargo, ND, USA.
BMC Genomics. 2019 Sep 10;20(1):704. doi: 10.1186/s12864-019-6039-9.
It is well-known that methylation changes occur as humans age, however, understanding how age-related changes in DNA methylation vary by sex is lacking. In this study, we characterize the effect of age on DNA methylation in a sex-specific manner and determine if these effects vary by genomic context. We used the Illumina HumanMethylation 450 K array and DNA derived from whole blood for 400 adult participants (189 males and 211 females) from Bangladesh to identify age-associated CpG sites and regions and characterize the location of these age-associated sites with respect to CpG islands (vs. shore, shelf, or open sea) and gene regions (vs. intergenic). We conducted a genome-wide search for age-associated CpG sites (among 423,604 sites) using a reference-free approach to adjust for cell type composition (the R package RefFreeEWAS) and performed an independent replication analysis of age-associated CpGs.
The number of age-associated CpGs (p < 5 x 10) were 986 among men and 3479 among women of which 2027(63.8%) and 572 (64.1%) replicated (using Bonferroni adjusted p < 1.2 × 10). For both sexes, age-associated CpG sites were more likely to be hyper-methylated with increasing age (compared to hypo-methylated) and were enriched in CpG islands and promoter regions compared with other locations and all CpGs on the array. Although we observed strong correlation between chronological age and previously-developed epigenetic age models (r ≈ 0.8), among our top (based on lowest p-value) age-associated CpG sites only 12 for males and 44 for females are included in these prediction models, and the median chronological age compared to predicted age was 44 vs. 51.7 in males and 45 vs. 52.1 in females.
Our results describe genome-wide features of age-related changes in DNA methylation. The observed associations between age and methylation were generally consistent for both sexes, although the associations tended to be stronger among women. Our population may have unique age-related methylation changes that are not captured in the established methylation-based age prediction model we used, which was developed to be non-tissue-specific.
众所周知,随着人类年龄的增长,甲基化会发生变化,然而,人们对与年龄相关的 DNA 甲基化变化如何因性别而异知之甚少。在这项研究中,我们以性别特异性的方式描述了年龄对 DNA 甲基化的影响,并确定这些影响是否因基因组背景而异。我们使用 Illumina HumanMethylation 450K 阵列和来自孟加拉国的 400 名成年参与者(189 名男性和 211 名女性)的全血 DNA,鉴定与年龄相关的 CpG 位点和区域,并描述这些与年龄相关的位点在 CpG 岛(与海岸、滩涂、陆架或开阔海域相比)和基因区域(与基因间相比)的位置。我们使用无参考方法(RefFreeEWAS 包)进行了全基因组搜索,以调整细胞组成(调整后的参考自由方法),并对与年龄相关的 CpG 进行了独立的复制分析。
男性有 986 个与年龄相关的 CpG(p<5x10),女性有 3479 个与年龄相关的 CpG,其中 2027(63.8%)和 572(64.1%)复制(使用 Bonferroni 调整的 p<1.2×10)。对于男性和女性,与年龄相关的 CpG 位点随着年龄的增长(与低甲基化相比)更有可能发生超甲基化,并且与其他位置和阵列上的所有 CpG 相比,它们在 CpG 岛和启动子区域富集。尽管我们观察到了与先前开发的表观遗传年龄模型(r≈0.8)之间的强相关性,但在我们基于最低 p 值的前(top)年龄相关 CpG 中,只有 12 个男性和 44 个女性的 CpG 被包含在这些预测模型中,与预测年龄相比,男性的平均年龄为 44 岁,而女性的平均年龄为 51.7 岁。
我们的研究结果描述了全基因组与年龄相关的 DNA 甲基化变化的特征。观察到的年龄与甲基化之间的相关性在两性中基本一致,尽管女性的相关性更强。我们的人群可能具有独特的与年龄相关的甲基化变化,而这些变化不能被我们使用的已建立的基于甲基化的年龄预测模型所捕获,该模型是为非组织特异性而开发的。