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We serendipitously found a mitochondrial uncoupler (mUncoupler), compound 1, in the process of screening for inhibitors of a gene product related to calorie restriction (CR) and longevity. Compound 1 has a unique 4-cyano-1,2,3-triazole structure which is different from any known mUncoupler and ameliorated HbA1c in Zucker diabetic fatty (ZDF) rats. However, its administration at high doses was not tolerated in an acute toxicity test in rats. We therefore tried to optimize cyanotriazole compound 1 and convert it into an agent that could be safely administered to patients with diabetes mellitus (DM) or metabolic disorders. Considering pharmacokinetic (PK) profiles, especially organ distribution targeting the liver and avoiding the brain, as well as acute toxicities and pharmacological effects of the derivatives, various conversions and substitutions at the 5-position on the cyanotriazole ring were carried out. These optimizing processes improved PK profiles and effectiveness, and acute toxicities became negligible even at high doses. We finally succeeded in developing an optimized compound, OPC-163493, as a liver-localized/targeted mUncoupler.