Development of classification models for identification of important structural features of isoform-selective histone deacetylase inhibitors (class I)

As one of the hot topics in the epigenetic studies, histone deacetylases inhibitors (HDACIs) have been introduced to treat a variety of diseases such as cancer, immune disorder and neuronal diseases. Given the high numbers of available pathways in which HDACs are involved, the HDACIs that act particularly on Class I or Class II enzymes are considered as possible candidates for anticancer drugs. Due to their effective roles in the onset of cancer...