Alcohol Use Disorder–Associated DNA Methylation in the Nucleus Accumbens and Dorsolateral Prefrontal Cortex

Julie D. White , Melyssa S. Minto , Caryn Willis , Bryan C. Quach , Shizhong Han , Ran Tao , Amy Deep-Soboslay , Lea Zillich , Stephanie H. Witt , Rainer Spanagel , Anita C. Hansson , Shaunna L. Clark , Edwin J.C.G. van den Oord , Thomas M. Hyde , R. Dayne Mayfield , Bradley T. Webb , Eric O. Johnson , Joel E. Kleinman , Laura J. Bierut , Dana B. Hancock
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Abstract

Background

Alcohol use disorder (AUD) has a profound public health impact. However, understanding of the molecular mechanisms that underlie the development and progression of AUD remains limited. Here, we investigated AUD-associated DNA methylation changes within and across 2 addiction-relevant brain regions, the nucleus accumbens and dorsolateral prefrontal cortex.

Methods

Illumina HumanMethylation EPIC array data from 119 decedents (61 cases, 58 controls) were analyzed using robust linear regression with adjustment for technical and biological variables. Associations were characterized using integrative analyses of public annotation data and published genetic and epigenetic studies. We also tested for brain region–shared and brain region–specific associations using mixed-effects modeling and assessed implications of these results using public gene expression data from human brain.

Results

At a false discovery rate of ≤.05, we identified 105 unique AUD-associated CpGs (annotated to 120 genes) within and across brain regions. AUD-associated CpGs were enriched in histone marks that tag active promoters, and our strongest signals were specific to a single brain region. Some concordance was found between our results and those of earlier published alcohol use or dependence methylation studies. Of the 120 genes, 23 overlapped with previous genetic associations for substance use behaviors, some of which also overlapped with previous addiction-related methylation studies.

Conclusions

Our findings identify AUD-associated methylation signals and provide evidence of overlap with previous genetic and methylation studies. These signals may constitute predisposing genetic differences or robust methylation changes associated with AUD, although more work is needed to further disentangle the mechanisms that underlie these associations and their implications for AUD.
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与酒精使用障碍相关的凹凸核和背外侧前额叶皮层 DNA 甲基化
背景酒精使用障碍(AUD)对公共健康有着深远的影响。然而,人们对 AUD 发生和发展的分子机制的了解仍然有限。在这里,我们研究了成瘾相关的两个脑区(伏隔核和背外侧前额叶皮层)内部和之间与 AUD 相关的 DNA 甲基化变化。方法使用稳健线性回归分析了来自 119 名死者(61 例病例,58 例对照)的 Allumina 人类甲基化 EPIC 阵列数据,并对技术和生物变量进行了调整。通过对公共注释数据以及已发表的遗传学和表观遗传学研究进行综合分析,确定了关联的特征。我们还使用混合效应模型检验了脑区共享和脑区特异性关联,并使用人脑的公共基因表达数据评估了这些结果的意义。结果在错误发现率≤.05的条件下,我们在脑区内部和跨脑区鉴定出了105个独特的AUD相关CpGs(注释到120个基因)。AUD相关的CpGs富集于标记活性启动子的组蛋白标记中,而且最强的信号是单个脑区特有的。我们的研究结果与早期发表的酒精使用或依赖甲基化研究结果有一定的一致性。在这 120 个基因中,有 23 个与以前的药物使用行为遗传相关性研究重叠,其中一些还与以前的成瘾相关甲基化研究重叠。这些信号可能构成与 AUD 相关的易感基因差异或稳健的甲基化变化,尽管还需要做更多的工作来进一步阐明这些关联的机制及其对 AUD 的影响。
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Biological psychiatry global open science
Biological psychiatry global open science Psychiatry and Mental Health
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审稿时长
91 days
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