Isabella was the seventh daughter of Archduke Friedrich, Duke of Teschen and his wife Princess Isabella of Croÿ.
Isabella's paternal grandparents were Archduke Karl Ferdinand of Austria and Archduchess Elisabeth Franziska of Austria.