Metabolic-epigenetic interactions are emerging as key pathways in regulating alcohol-related transcriptional changes in the brain. Recently, we have shown that this is mediated by the metabolic enzyme Acetyl-CoA synthetase 2 (Acss2), which is nuclear and chromatin-bound in neurons. Mice lacking ACSS2 fail to deposit alcohol-derived acetate onto histones in the brain and show no conditioned place preference for ethanol reward. Here, we further explored the role of this pathway during voluntary alcohol intake. We found that Acss2 KO mice consume significantly less alcohol in a model of binge drinking, an effect primarily driven by males. Genome-wide transcriptional profiling of 7 key brain regions implicated in alcohol and drug use revealed that, following drinking, Acss2 KO mice exhibit blunted gene expression in the ventral striatum. Similarly to the behavioral differences, transcriptional dysregulation was more pronounced in male mice. Further, we found that the gene expression changes were associated with depletion of ventral striatal histone acetylation (H3K27ac) in Acss2 KO mice compared to WT. Taken together, our data suggest that ACSS2 plays an important role in orchestrating ventral striatal epigenetic and transcriptional changes during voluntary alcohol drinking, especially in males. Consequently, targeting this pathway could be a promising new therapeutic avenue.