Project description:Purpose: Traditional whole-tissue sequencing approaches do not fully capture brain cell-type specific effects of chronic alcohol. Therefore, the purpose of this study was to identify the specific transcriptome alterations in astrocytes due to chronic alcohol. Methods: We performed RNA-sequencing on astrocytes isolated from the prefrontal cortex (PFC) of C57BL/6J mice following chronic every-other-day alcohol consumption. Results: Differential expression analysis revealed alcohol-induced gene expression changes unique to astrocytes that could not be identified using whole tissue homogenate analysis. Enrichment analysis revealed involvement of calcium-related signaling and regulation of extracellular matrix genes in the astrocyte response to alcohol abuse. Conclusion: Our study presents the first focused analysis on the astrocyte transcriptome following chronic alcohol consumption, provides a framework for studying the functional response of astrocytes to alcohol and the possible astrocyte-specific effects of alcohol. In addition, our data represents a novel resource for groups interested in biological functions of astrocytes in the adult mouse PFC.
Project description:Despite recent extensive genomic and genetic studies on behavioral responses to ethanol, relatively few new therapeutic targets for the treatment of alcohol use disorder have been validated. Here we describe a cross-species genomic approach focused on identifying gene networks associated with chronic ethanol consumption. To identify brain mechanisms underlying a chronic ethanol consumption phenotype highly relevant to human alcohol use disorder, and to elucidate potential future therapeutic targets, we conducted a genomic study in a nonhuman primate model of chronic open-access ethanol consumption. Microarray analysis of RNA expression in anterior cingulate and subgenual cortices from rhesus macaques was performed across multiple cohorts of animals. Gene networks correlating with ethanol consumption or showing enrichment for ethanol-regulated genes were identified, as were major ethanol-related hub genes within these networks. A subsequent consensus module analysis was used to co-analyze monkey data with expression data from a chronic intermittent ethanol vapor-exposure and consumption model in C57BL/6J mice. Ethanol-related gene networks conserved between primates and rodents were enriched for genes involved discrete biological functions, including; myelination, synaptic transmission, chromatin modification, Golgi apparatus function, translation, cellular respiration, and RNA processing. The myelin-related network, in particular, showed strong correlations with ethanol consumption behavior and displayed marked network reorganization between control and ethanol-drinking animals. Further bioinformatics analysis revealed that these networks also showed highly significant overlap with other ethanol-regulated gene sets. Altogether, these studies provide robust primate and rodent cross-species validation of gene networks associated with chronic ethanol consumption. Our results also suggest potential novel focal points for future therapeutic interventions in alcohol use disorder.
Project description:Persistent changes in brain gene expression are hypothesized to underlie thealtered neural signaling producing abusive consumption in AUD. To identify brain regional gene expression networks contributing to progressive ethanol consumption, we performed microarray and scale-free network analysis of expression responses in a C57BL/6J mouse model utilizing chronic intermittent ethanol by vapor chamber (CIE) in combination with limited access oral ethanol consumption. The interaction of CIE and oral consumption was studied with Affymetrix microarrays. Gene expression was studied in medial prefrontal cortex, nucleus accumbens, hippocampus, bed nucleus of the stria terminalis, and central nucleus of the amygdala. Brain region expression networks were analyzed for ethanol-responsive gene expression, correlation with ethanol consumption and functional content using extensive bioinformatics studies.
Project description:Of the more than 100 studies that have examined some aspect of the relationships between excessive ethanol consumption and the brain transcriptome, relatively few rodent studies have examined the effects of chronic consumption. The current study allowed 114 heterogeneous stock collaborative cross mice to freely consume 10% ethanol for 3 months (13 weeks), with a water choice. RNA-Seq data were then used to identify transcriptional differences within the central nucleus of the amygdala, a brain region known to impact ethanol preference. Average week 1 preference for consuming ethanol over water was modestly correlated with average preference for the final week of the study, and over the course of the 3-month trial, a sex-difference emerged. In females but not males, there was a significant escalation of preference from week 1 to week 13 and significant alignment of the transcriptome with average week 13 ethanol preference and consumption was found for female, but not male mice. The genes significantly correlated with preference were enriched in annotations associated with cilium movement, cilium organization, extracellular region and collagen-containing extracellular matrix. For the females, 376 of the total 415 genes that correlated with ethanol preference in the gene co-expression network were associated with a single network module that was enriched in genes with an astrocyte annotation. The key hub node in the module was the master regulator, orthodenticle homeobox 2 (Otx2). These data support an important role for the extracellular matrix and primary cilium in individual differences in ethanol preference and consumption in a genetically diverse population of mice.
Project description:The current study was undertaken to expand on observations that transcriptome changes identified in the NAcc of Rhesus macaques underlies excessive ethanol consumption. Genome-wide RNA-Seq was used to examine the NAcc transcriptome in control, low/binge drinking and heavy/very heavy drinking animals. One key goal of the study was to determine if, as predicted and suggested by the epigenetic studies, excessive chronic ethanol consumption involves genes enriched in annotations associated with synaptic plasticity and specifically glutamate and GABA signaling plasticity.