Provided is a carrier for delivering a substance to extracellular matrix producing cells in the kidneys the carrier containing a retinoid as the targeting agent. Also provided is an agent for treating renal fibrosis that uses the carrier. Further provided are methods for producing the carrier and the agent production kits and a method and the like for treating renal fibrosis using the same agent for treating renal fibrosis.