An isolated gene encoding an esterase capable of asymmetrically hydrolysing an ester of chrysanthemic acid or its derivative to give an intermediate useful for the production of pharmaceutically and/or agriculturally useful compounds, expression plasmids containing said gene, microorganisms transformed with said expression plasmids, and the production of the esterase by culturing said transformants.