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饮酒与血液 DNA 甲基化的广泛改变有关:横断面和纵向数据分析。

Alcohol consumption is associated with widespread changes in blood DNA methylation: Analysis of cross-sectional and longitudinal data.

机构信息

Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VIC, Australia.

Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, Australia.

出版信息

Addict Biol. 2021 Jan;26(1):e12855. doi: 10.1111/adb.12855. Epub 2019 Dec 2.

Abstract

DNA methylation may be one of the mechanisms by which alcohol consumption is associated with the risk of disease. We conducted a large-scale, cross-sectional, genome-wide DNA methylation association study of alcohol consumption and a longitudinal analysis of repeated measurements taken several years apart. Using the Illumina HumanMethylation450 BeadChip, DNA methylation was measured in blood samples from 5606 Melbourne Collaborative Cohort Study (MCCS) participants. For 1088 of them, these measures were repeated using blood samples collected a median of 11 years later. Associations between alcohol intake and blood DNA methylation were assessed using linear mixed-effects regression models. Independent data from the London Life Sciences Prospective Population (LOLIPOP) (N = 4042) and Cooperative Health Research in the Augsburg Region (KORA) (N = 1662) cohorts were used to replicate associations discovered in the MCCS. Cross-sectional analyses identified 1414 CpGs associated with alcohol intake at P < 10 , 1243 of which had not been reported previously. Of these novel associations, 1078 were replicated (P < .05) using LOLIPOP and KORA data. Using the MCCS data, we also replicated 403 of 518 previously reported associations. Interaction analyses suggested that associations were stronger for women, non-smokers, and participants genetically predisposed to consume less alcohol. Of the 1414 CpGs, 530 were differentially methylated (P < .05) in former compared with current drinkers. Longitudinal associations between the change in alcohol intake and the change in methylation were observed for 513 of the 1414 cross-sectional associations. Our study indicates that alcohol intake is associated with widespread changes in DNA methylation across the genome. Longitudinal analyses showed that the methylation status of alcohol-associated CpGs may change with alcohol consumption changes in adulthood.

摘要

DNA 甲基化可能是饮酒与疾病风险相关的机制之一。我们进行了一项大规模的、跨学科的、全基因组范围内的饮酒与 DNA 甲基化关联研究,以及对相隔数年的多次重复测量进行的纵向分析。使用 Illumina HumanMethylation450 BeadChip,在 5606 名墨尔本协作队列研究(MCCS)参与者的血液样本中测量 DNA 甲基化。其中 1088 人的这些测量值在中位数为 11 年的后续血液样本中重复测量。使用线性混合效应回归模型评估饮酒与血液 DNA 甲基化之间的关联。使用来自伦敦生命科学前瞻性人群(LOLIPOP)(N=4042)和奥格斯堡地区合作健康研究(KORA)(N=1662)队列的独立数据来复制在 MCCS 中发现的关联。横断面分析确定了 1414 个与饮酒相关的 CpG,在 P<10-12 时有统计学意义,其中 1243 个以前没有报道过。在这些新的关联中,1078 个在 LOLIPOP 和 KORA 数据中得到复制(P<0.05)。使用 MCCS 数据,我们还复制了 518 个先前报道的关联中的 403 个。交互分析表明,对于女性、不吸烟者和遗传上倾向于饮酒较少的参与者,关联更强。在 1414 个 CpG 中,530 个在以前饮酒者和当前饮酒者之间存在差异甲基化(P<0.05)。在 1414 个横断面关联中,有 513 个观察到饮酒量变化与甲基化变化之间的纵向关联。我们的研究表明,饮酒与全基因组范围内的 DNA 甲基化广泛变化有关。纵向分析表明,与饮酒相关的 CpG 的甲基化状态可能随着成年期饮酒量的变化而变化。

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