Walcott went down under a challenge from Dean Whitehead and had to be taken off the field on a stretcher.
He suffered a sprained ankle and it is unknown how long he will be out for. Cesc Fabregas also went off injured and it is yet to be revealed how long he will be missing, and there are hopes he may still make the game with Birmingham on Sunday.