Danny Welbeck and Tom Cleverley were absent as well as central defenders Nemanja Vidic and Rio Ferdinand.
Cleverley, Vidic and Ferdinand all missed the weekend's 1-1 draw with Southampton in the Barclays Premier League.
Adnan Januzaj took part in the training session after being added to the Champions League squad as a home-grown player.
Source: PA
Source: PA