Catherine was one of the daughters of Lord Edmund Howard ( - 1539) and Joyce Culpeper ( - ).
When Catherine's parents married, her mother already had five children from her first husband, Ralph Leigh ( - 1509); she went on to have another six with Catherine's father, Catherine being about her mother's tenth child.