School of Biomedical Science, University of Texas Health Science Center at Houston, Houston, Texas, USA.
Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts, USA.
J Med Genet. 2020 Nov;57(11):733-743. doi: 10.1136/jmedgenet-2019-106490. Epub 2020 Mar 13.
Alcohol use disorder (AUD) is one of the most common forms of substance use disorders with a strong contribution of genetic (50%-60%) and environmental factors. Genome-wide association studies (GWAS) have identified a number of AUD-associated variants, including those in alcohol metabolism genes. These genetic variants may modulate gene expression, making individuals more susceptible to AUD. A long-term alcohol consumption can also change the transcriptome patterns of subjects via epigenetic modulations.
To explore the interactive effect of genetic and epigenetic factors on AUD, we conducted a secondary analysis by integrating GWAS, CNV, brain transcriptome and DNA methylation data to unravel novel AUD-associated genes/variants. We applied the mega-analysis of OR (MegaOR) method to prioritise AUD candidate genes (AUDgenes).
We identified a consensus set of 206 AUDgenes based on the multi-omics data. We demonstrated that these AUDgenes tend to interact with each other more frequent than chance expectation. Functional annotation analysis indicated that these AUDgenes were involved in substance dependence, synaptic transmission, glial cell proliferation and enriched in neuronal and liver cells. We obtained a multidimensional evidence that AUD is a polygenic disorder influenced by both genetic and epigenetic factors as well as the interaction of them.
We characterised multidimensional evidence of genetic, epigenetic and transcriptomic data in AUD. We found that 206 AUD associated genes were highly expressed in liver, brain cerebellum, frontal cortex, hippocampus and pituitary. Our studies provides important insights into the molecular mechanism of AUD and potential target genes for AUD treatment.
酒精使用障碍(AUD)是最常见的物质使用障碍形式之一,其遗传(50%-60%)和环境因素的贡献很大。全基因组关联研究(GWAS)已经确定了一些与 AUD 相关的变异,包括酒精代谢基因中的变异。这些遗传变异可能调节基因表达,使个体更容易患 AUD。长期饮酒也可以通过表观遗传修饰改变受试者的转录组模式。
为了探讨遗传和表观遗传因素对 AUD 的相互作用,我们通过整合 GWAS、CNV、大脑转录组和 DNA 甲基化数据,进行了二次分析,以揭示新的与 AUD 相关的基因/变异。我们应用 OR (MegaOR)方法的 mega 分析来优先考虑 AUD 候选基因(AUDgenes)。
我们基于多组学数据确定了一组共识的 206 个 AUDgenes。我们表明,这些 AUDgenes 之间的相互作用比随机预期更频繁。功能注释分析表明,这些 AUDgenes 参与物质依赖、突触传递、神经胶质细胞增殖,并富集在神经元和肝细胞中。我们获得了多维证据,表明 AUD 是一种多基因疾病,受遗传和表观遗传因素以及它们之间的相互作用影响。
我们对 AUD 的遗传、表观遗传和转录组数据进行了多维特征描述。我们发现 206 个与 AUD 相关的基因在肝脏、大脑小脑、额叶皮层、海马体和脑垂体中高度表达。我们的研究为 AUD 的分子机制提供了重要的见解,并为 AUD 的治疗提供了潜在的靶基因。