The 25-year-old is struggling with a groin injury that he suffered two weeks ago.
Marseille manager Didier Deschamps told the club’s official website: “He is injured and has not been able to train normally yesterday (Monday) because he still feels some pain.”
Brazilian forward Brandao is expected to replace Gignac in the Marseille team for the clash with Chelsea.