Jeong Hyeonsoo, Mendizabal Isabel, Yi Soojin V
School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, 30332, USA.
Current Address: Altos Labs, San Diego, CA, USA.
Geroscience. 2024 Dec 27. doi: 10.1007/s11357-024-01450-3.
Significant links between aging and DNA methylation are emerging from recent studies. On the one hand, DNA methylation undergoes changes with age, a process termed as epigenetic drift. On the other hand, DNA methylation serves as a readily accessible and accurate biomarker for aging. A key missing piece of information, however, is the molecular mechanisms underlying these processes and how they are related, if any. Addressing the limitations of previous research due to the limited number of investigated CpGs and the heterogeneous nature of tissue samples, here, we have examined DNA methylation of over 20 million CpGs across a broad age span in neurons and non-neuronal cells, primarily oligodendrocytes. We show that aging is a primary predictor of DNA methylation variation, surpassing the influence of factors such as sex and schizophrenia diagnosis, among others. On the genome-wide scale, epigenetic drift manifests as significant yet subtle trends that are influenced by the methylation level of individual CpGs. We reveal that CpGs that are highly differentiated between cell types are especially prone to age-associated DNA methylation alterations, leading to the divergence of epigenetic cell type identities as individuals age. On the other hand, CpGs that are included in commonly used epigenetic clocks tend to be those sites that are not highly cell type differentiated. Therefore, dysregulation of epigenetic cell type identities and current DNA epigenetic clocks represent distinct features of age-associated DNA methylation alterations.
近期研究揭示了衰老与DNA甲基化之间的重要联系。一方面,DNA甲基化随年龄发生变化,这一过程被称为表观遗传漂变。另一方面,DNA甲基化可作为一种易于获取且准确的衰老生物标志物。然而,一个关键的缺失信息是这些过程背后的分子机制以及它们之间的关联(如果存在的话)。为解决先前研究因所研究的CpG数量有限以及组织样本的异质性而存在的局限性,在此,我们检测了神经元和非神经元细胞(主要是少突胶质细胞)中超过2000万个CpG在广泛年龄范围内的DNA甲基化情况。我们发现,衰老才是DNA甲基化变异的主要预测因素,其影响力超过了性别和精神分裂症诊断等因素。在全基因组范围内,表观遗传漂变表现为受单个CpG甲基化水平影响的显著但细微的趋势。我们发现,细胞类型间高度分化的CpG尤其容易发生与年龄相关的DNA甲基化改变,导致随着个体衰老,表观遗传细胞类型特征出现差异。另一方面,常用表观遗传时钟所包含的CpG往往是那些细胞类型分化程度不高的位点。因此,表观遗传细胞类型特征失调和当前的DNA表观遗传时钟代表了与年龄相关的DNA甲基化改变的不同特征。