Connection of William Cattermole to Charles Dickens

Certain websites state that William CATTERMOLE, brother of Charles DICKENS' illustrator George CATTERMOLE was distantly related to DICKENS' wife Catherine Thompson HOGARTH (b. May 19 1815 d. Nov 22 1879) through William's wife Anne FLOWERDEW (b. 1790). Does anyone know the exact connection?