Johanna was the daughter of Hendrik van Reyghersvliet but her mother is unknown. The date and place of her birth have not been found.
Her husband was Jean de Flandre. They were married, but the date and place have not been found. Their three known children were Marguerite (?-?), Lodewijk (c1425-1488) and Isabelle (?-1467).