The Framingham Heart Study, Framingham, MA, USA.
The Population Sciences Branch, Division of Intramural Research, National Heart, Lung and Blood Institute, Bethesda, MD, USA.
Mol Psychiatry. 2018 Feb;23(2):422-433. doi: 10.1038/mp.2016.192. Epub 2016 Nov 15.
The lack of reliable measures of alcohol intake is a major obstacle to the diagnosis and treatment of alcohol-related diseases. Epigenetic modifications such as DNA methylation may provide novel biomarkers of alcohol use. To examine this possibility, we performed an epigenome-wide association study of methylation of cytosine-phosphate-guanine dinucleotide (CpG) sites in relation to alcohol intake in 13 population-based cohorts (n=13 317; 54% women; mean age across cohorts 42-76 years) using whole blood (9643 European and 2423 African ancestries) or monocyte-derived DNA (588 European, 263 African and 400 Hispanic ancestry) samples. We performed meta-analysis and variable selection in whole-blood samples of people of European ancestry (n=6926) and identified 144 CpGs that provided substantial discrimination (area under the curve=0.90-0.99) for current heavy alcohol intake (⩾42 g per day in men and ⩾28 g per day in women) in four replication cohorts. The ancestry-stratified meta-analysis in whole blood identified 328 (9643 European ancestry samples) and 165 (2423 African ancestry samples) alcohol-related CpGs at Bonferroni-adjusted P<1 × 10. Analysis of the monocyte-derived DNA (n=1251) identified 62 alcohol-related CpGs at P<1 × 10. In whole-blood samples of people of European ancestry, we detected differential methylation in two neurotransmitter receptor genes, the γ-Aminobutyric acid-A receptor delta and γ-aminobutyric acid B receptor subunit 1; their differential methylation was associated with expression levels of a number of genes involved in immune function. In conclusion, we have identified a robust alcohol-related DNA methylation signature and shown the potential utility of DNA methylation as a clinically useful diagnostic test to detect current heavy alcohol consumption.
饮酒量的可靠测量方法的缺乏是诊断和治疗与酒精相关疾病的主要障碍。表观遗传修饰,如 DNA 甲基化,可能为酒精使用提供新的生物标志物。为了检验这种可能性,我们在 13 个人群为基础的队列中进行了全基因组关联研究,研究了胞嘧啶-磷酸-鸟嘌呤二核苷酸(CpG)位点的甲基化与饮酒之间的关系(n=13317;54%为女性;队列之间的平均年龄为 42-76 岁),使用全血(9643 个欧洲血统和 2423 个非洲血统)或单核细胞衍生的 DNA(588 个欧洲血统、263 个非洲血统和 400 个西班牙裔血统)样本。我们在欧洲血统的人(n=6926)的全血样本中进行了荟萃分析和变量选择,并在四个复制队列中确定了 144 个 CpG,这些 CpG 为当前大量饮酒(男性每天 ⩾42g,女性每天 ⩾28g)提供了很大的区分度(曲线下面积=0.90-0.99)。全血的遗传分层荟萃分析确定了 328 个(9643 个欧洲血统样本)和 165 个(2423 个非洲血统样本)与酒精相关的 CpG,在经过 Bonferroni 调整的 P<1 × 10 水平上有统计学意义。对单核细胞衍生 DNA(n=1251)的分析在 P<1 × 10 水平上确定了 62 个与酒精相关的 CpG。在欧洲血统的人全血样本中,我们检测到两个神经递质受体基因 γ-氨基丁酸 A 受体 delta 和 γ-氨基丁酸 B 受体亚基 1 的差异甲基化;它们的差异甲基化与许多参与免疫功能的基因的表达水平相关。总之,我们已经确定了一个稳健的与酒精相关的 DNA 甲基化特征,并表明 DNA 甲基化作为一种有临床应用价值的诊断测试来检测当前大量饮酒的潜力。