The game turned after the dismissal of Portuguese winger Nani - whose real name is Luis Carlos Almeida da Cunha - with Real Madrid scoring two quick goals to win the match 2-1, knocking United out of the competition 3-2 on aggregate.
Brazilians have been quick to blame Mr Cardoso, seemingly improving the chances that the left-wing opposition will win next year's presidential election.