Histone deacetylase inhibitors (HDACi) are a class of compounds that interfere with the function of histone deacetylase, enzymes involved in the removal of acetyl groups from lysine residues in histones. This process is crucial for the regulation of gene expression. By inhibiting these enzymes, HDACi can alter gene expression, leading to various therapeutic outcomes.