Jack Wilshere is believed to have suffered a fracture of his left fibula during training.
Wilshere missed nearly six months last season after injuring his ankle.
Unconfirmed reports suggested he was injured by a tackle from the Brazilian defender Gabriel.
Wilshere could miss up to three months if he undergoes surgery.