Identifying drug-drug interaction (DDI) is an important topic for the development of safe pharmaceutical drugs and for the optimization of multidrug regimens for significant diseases and lifelong health problem such as diabetes mellitus (DM) which is a complex chronic illness associated with hyperglycemia, occurring from deficiencies in insulin secretion, action, or both [4]. The gene discussed is INS; the disease is diabetes mellitus.