Disclosed is an inhibitor of the expression of CTGF gene, which comprises a pyrrole-imidazole polyamide. The pyrrole-imidazole polyamide has an N-methylpyrrole unit (hereinafter, referred to as “Py”), an N-methylimidazole unit (hereinafter, referred to as “Im”) and a ϝ-aminobutanoic acid unit. In the pyrrole-imidazole polyamide, the region of the ϝ-aminobutanoic acid unit is folded to form an U...