Usage patterns
高齢のため〈事〉because of advanced age, ...
Because of his advanced age, he avoids driving long distances.
〈人〉が高齢になるsomeone becomes elderly
My grandfather has become elderly and his stamina has declined.
高齢を理由に〈事〉citing advanced age as the reason for something
He declined the chairman position, citing his advanced age.