Jeanne's marriage to Antoine was described by author Mark Strage as having been a "romantic match".
The couple had five children, of whom only two, Henry, king of France (1589 to 1610) and king of Navarre (1572 to 1610); and Catherine, duchess of Lorraine, lived to adulthood.