The efficacy of epigenetic drugs, such as histone deacetylase inhibitors, is often diminished by poor aqueous solubility resulting in limited bioavailability and a low therapeutic index. To overcome the suboptimal therapeutic index, we have developed a biocompatible starch nanoparticle formulation of CG-1521, a histone deacetylase inhibitor in preclinical development for hard-to-treat breast cancers, which improves its bioavailability and half-life.The physicochemical parameters (size, zeta potential, morphology, loading, and release kinetics) of these nanoparticles (CG-NPs) have been optimized and their cytotoxic and apoptotic capacities measured in MCF-7 breast cancer cell line. The mechanism of action of the encapsulated drug was compared with the free drug at molecular level.We show that encapsulation of CG-1521 substantially reduces the release rate of drug and provides a significantly enhanced cytotoxic ability of nanoparticles compared with equivalent dose of free CG-1521. CG-NPs induced cell cycle arrest and significant apoptosis in MCF-7 cells in vitro. The biological action of encapsulated drug has the similar impact with free drug on gene expression.The findings suggest that encapsulation of CG-1521 into starch nanoparticles can improve drug delivery of histone deacetylase inhibitors for breast cancer therapy without interfering with the mechanism of action of the drug.