This review aims to describe the current understanding of HDAC4’s role in the maintenance of cognitive function and its dysregulation in neurodegenerative diseases and mental disorders, discuss underlying molecular mechanisms, and provide an outlook into targeting HDAC4 as a potential therapeutic approach to rescue cognitive impairment in these diseases. This evidence concerns the gene HDAC4 and neurodegenerative disease.