The present invention relates to provision of a pharmaceutical agent useful for the prevention and treatment of hepatocellular carcinoma, and the pharmaceutical agent for the prevention and/or treatment of hepatocellular carcinoma contains an acyclic retinoid, a salt thereof, or a solvate of any of these, in combination with a branched-chain amino acid, a salt thereof, or a solvate of any of these.