The Northern Ireland international was forced to withdraw from the game at Loftus Road on Monday after coming on as a substitute.
Gillespie doubtful for Charlton clash
Assistant boss Tony Parkes told the clubs official website: "Keith took a nasty knock and has a very sore ankle.
"We are waiting to see how things develop before finalising the squad for Saturday.