The 21-year-old picked up an injury in the Champions League final against Barcelona on Wednesday.
Anderson has been replaced by Flamengo star Kleberson in Dunga’s squad.
“When I heard the news I couldn’t control myself and started to jump around the house,” said Kleberson.
“I’m euphoric and very happy. I’d say it was one of the happiest days of my life.”