Together, the large families of HATs and HDACs integrate a wide range of extracellular signals to determine the appropriate balance of acetylation/deacetylation on diverse protein substrates. In the case of histone substrates, the balance of acetylation plays a critical role in the activation or repression of specific gene programs that ultimately mediate long-term adaptations in neural function and behavior.