The present invention relates to a novel pharmaceutical composition for transdermal or transmucous administration of at least one active substance, and comprising especially a fatty acid as a percutaneous absorption promoter, at least one alcoholic vehicle and also a stabilizer capable of stabilizing the fatty acid in the said pharmaceutical composition.