Histone deacetylases (HDACs) are a group of enzymes that remove acetyl groups from histone proteins, leading to the condensation of chromatin and repression of gene expression. These enzymes play a crucial role in the regulation of gene expression by modifying the chromatin structure, which affects how tightly DNA is wound around histones.