Histone deacetylases (HDAC) enzyme plays a significant role in transcriptional regulation by modifying the core histones of the nucleosome,therefore it has emerged as an important therapeutic target for the treatment of cancer and other diseases.Pharcophore models of HDAC are developed based on 24 Histone deacetylase inhibitors.