In 1843, he [Arthur Denny] married Mary Ann Boren; together they had six children: Louisa Catherine Frye, Margaret Leona Denny, Rolland Herschell Denny, Orion Orvil Denny, Arthur Wilson Denny, and Charles Latimer Denny.