The play features Mirren as Queen Elizabeth II and focuses on the monarch's dealings with the prime ministers, who have served during her reign, reported Daily Star.
It features actress Haydn Gwynne as Thatcher, and it has now emerged there will be a tribute to the late politician at the beginning of their performance at London's Gielgud Theatre.
The play's writer Peter Morgan will be stepping up to talk about Thatcher.