The present invention provides nucleic acid molecules that encode histone deacetylase, as well as recombinant vectors and host cells that include the subject nucleic acid molecules. Also provided are histone deacetylase polypeptide compositions. The histone deacteylase nucleic acid molecules are useful in a variety of diagnostic and therapeutic applications, which are also provided.