Division of Psychiatry, The University of Edinburgh, Royal Edinburgh Hospital, Edinburgh, UK.
Mrc Human Genetics Unit, Institute of Genetics and Cancer, the University of Edinburgh, UK.
Epigenetics. 2022 Oct;17(10):1143-1158. doi: 10.1080/15592294.2021.1997404. Epub 2021 Nov 23.
A complex interplay of genetic and environmental risk factors influence global brain structural alterations associated with brain health and disease. Epigenome-wide association studies (EWAS) of global brain imaging phenotypes have the potential to reveal the mechanisms of brain health and disease and can lead to better predictive analytics through the development of risk scores.We perform an EWAS of global brain volumes in Generation Scotland using peripherally measured whole blood DNA methylation (DNAm) from two assessments, (i) at baseline recruitment, ~6 years prior to MRI assessment (N = 672) and (ii) concurrent with MRI assessment (N=565). Four CpGs at baseline were associated with global cerebral white matter, total grey matter, and whole-brain volume (Bonferroni p≤7.41×10, β = -1.46x10 to 9.59 × 10). These CpGs were annotated to genes implicated in brain-related traits, including psychiatric disorders, development, and ageing. We did not find significant associations in the meta-analysis of the EWAS of the two sets concurrent with imaging at the corrected level.These findings reveal global brain structural changes associated with DNAm measured ~6 years previously, indicating a potential role of early DNAm modifications in brain structure. Although concurrent DNAm was not associated with global brain structure, the nominally significant findings identified here present a rationale for future investigation of associations between DNA methylation and structural brain phenotypes in larger population-based samples.
遗传和环境风险因素的复杂相互作用影响与大脑健康和疾病相关的全球大脑结构改变。全脑成像表型的全基因组关联研究(EWAS)有可能揭示大脑健康和疾病的机制,并通过开发风险评分来实现更好的预测分析。我们使用来自两次外周血全血 DNA 甲基化(DNAm)测量的 Generation Scotland 进行了全脑体积的 EWAS,这两次测量分别在 MRI 评估前约 6 年(N=672)和(ii)同时进行(N=565)。基线时的四个 CpG 与全脑白质、总灰质和全脑体积有关(Bonferroni p≤7.41×10,β=-1.46x10 到 9.59×10)。这些 CpG 被注释为与大脑相关特征相关的基因,包括精神障碍、发育和衰老。在对同时进行成像的两个数据集的 EWAS 的荟萃分析中,我们没有发现校正水平的显著关联。这些发现揭示了与 DNAm 测量值约 6 年前相关的全球大脑结构变化,表明早期 DNAm 修饰在大脑结构中可能发挥作用。尽管同时进行的 DNAm 与全球大脑结构没有关联,但这里发现的名义上显著的结果为未来在更大的基于人群的样本中研究 DNA 甲基化与结构脑表型之间的关联提供了依据。