Department of Biomedical Engineering, The University of Texas at Austin, Austin, TX 78712, USA.
Waggoner Center for Alcohol and Addiction Research, The University of Texas at Austin, Austin, TX 78712, USA.
Hum Mol Genet. 2020 May 8;29(7):1144-1153. doi: 10.1093/hmg/ddaa038.
Alcoholism remains a prevalent health concern throughout the world. Previous studies have identified transcriptomic patterns in the brain associated with alcohol dependence in both humans and animal models. But none of these studies have systematically investigated expression within the unique cell types present in the brain. We utilized single nucleus RNA sequencing (snRNA-seq) to examine the transcriptomes of over 16 000 nuclei isolated from the prefrontal cortex of alcoholic and control individuals. Each nucleus was assigned to one of seven major cell types by unsupervised clustering. Cell type enrichment patterns varied greatly among neuroinflammatory-related genes, which are known to play roles in alcohol dependence and neurodegeneration. Differential expression analysis identified cell type-specific genes with altered expression in alcoholics. The largest number of differentially expressed genes (DEGs), including both protein-coding and non-coding, were detected in astrocytes, oligodendrocytes and microglia. To our knowledge, this is the first single cell transcriptome analysis of alcohol-associated gene expression in any species and the first such analysis in humans for any addictive substance. These findings greatly advance the understanding of transcriptomic changes in the brain of alcohol-dependent individuals.
酗酒仍然是全世界普遍存在的健康问题。先前的研究已经在人类和动物模型中确定了与酒精依赖相关的大脑转录组模式。但这些研究都没有系统地研究大脑中存在的独特细胞类型内的表达情况。我们利用单核 RNA 测序 (snRNA-seq) 检查了来自酒精依赖者和对照组个体前额叶皮层中超过 16000 个细胞核的转录组。通过无监督聚类将每个细胞核分配到七种主要细胞类型之一。已知与酒精依赖和神经退行性变有关的神经炎症相关基因的细胞类型富集模式差异很大。差异表达分析确定了在酗酒者中表达改变的细胞类型特异性基因。在星形胶质细胞、少突胶质细胞和小胶质细胞中检测到数量最多的差异表达基因(DEGs),包括编码蛋白和非编码基因。据我们所知,这是首次在任何物种中对与酒精相关的基因表达进行单细胞转录组分析,也是首次在任何成瘾物质中对人类进行此类分析。这些发现极大地提高了我们对酒精依赖个体大脑中转录组变化的理解。