A medicinal agent or a pharmaceutical composition, each of which comprises a biguanides agent or a pharmaceutically acceptable salt thereof as an active ingredient, and which can potentiate blood-brain barrier functions including tight junction capability and transcellular transport capability of a brain capillary endothelial cell and therefore can treat blood-brain barrier dysfunction syndrome.