Gauthiot interrupted his exploration of the Pamir Mountains in July 1914 to return home to serve as a captain in the infantry during World War I. Gauthiot received the Croix de Guerre before he was wounded at the Second Battle of Artois in spring 1915. He died from injuries at Val de Grâce Hospital.