In this article, we isolated five compounds and evaluated the cytotoxic effect of these compounds against four different cancer cell lines including human cervical (HeLa), colon (HCT116), ovarian (A2780), and lung (A549) and their inhibitory activities of pan HDAC with the combination of in silico methods for evaluating HDAC inhibitory effect. The gene discussed is HDAC9; the disease is cancer.