BackgroundAlcoholism 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.
ResultsWe utilized single nucleus RNA sequencing (snRNA-seq) to examine the transcriptomes of over 16,000 nuclei isolated from 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.
ConclusionsTo 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 understanding of transcriptomic changes in the brain of alcohol-dependent individuals.1 Background Alcohol abuse is involved in over 200 pathologies and health conditions (e.g. alcohol dependence, liver cirrhosis, cancers, and injuries) and creates substantial social and economic burdens (1,2) . To develop more effective therapeutic strategies, we must first understand how alcohol affects the body at the cellular and molecular level. Previous studies of transcriptomic responses in human alcoholics (3-6) relied on RNA extracted from brain regions using tissue homogenates comprised of multiple cell types. This approach likely masks differences in gene expression patterns among specific cells, as well as heterogeneity from cell-to-cell variation within a given cell type.Single cell RNA sequencing (scRNA-seq) has recently gained attention in cell and molecular biology research for its ability to profile novel cell types and measure cell-to-cell variation in gene expression. To our knowledge, transcriptomic responses to chronic alcohol exposure or any other abused drug have not been studied at the cellular level in the human brain. We hypothesized that cell type-specific gene expression patterns associated with alcoholism will identify novel alcohol targets that were previously missed by bulk analysis of tissue homogenates, as has been shown for other neuropathologies (7,8) . Using single nucleus RNA-seq (snRNA-seq), a popular scRNA-seq alternative for analyzing frozen brain tissue (9-18) , we profiled the transcriptomes of 16,305 nuclei extracted from frozen prefrontal cortex (PFC) samples of 4 control and 3 alcohol dependent individuals. The PFC is involved in executive function and is an important substrate in the reward circuitry associated with development of a...