 He later returned to Iowa and was nominated as the new state's lieutenant governor by the Iowa Democratic Party.In 1860, he unsuccessfully ran for secretary of state.Corse joined the 6th Iowa Infantry as its Major in July 1861 and initially served under Maj. Gen. John C. Fremont.