Aguero is still struggling with the adductor strain he picked up during the 4-0 win at Blackburn Rovers and had already been ruled out of Argentina's World Cup qualifier against Venezuela.
Mario Balotelli also had to sit out Italy's matches with a back injury while Carlos Tevez is suspended by the club until Thursday.