The present invention relates to a substance delivery carrier for extracellular matrix-producing cells in the kidney, the carrier including a retinoid as a targeting agent, an agent for treating renal fibrosis utilizing the carrier, a process for producing them, a production kit, a method for treating renal fibrosis using the agent for treating renal fibrosis, etc.