Bougherra has been out of action for two weeks with a hamstring problem.
“Madjid is a lot better, he has been running and hopefully he’ll be available. He’ll travel with us to Turkey, hopefully,” said assistant boss Ally McCoist.
“Mo Edu is coming on nicely as well. I’m the eternal optimist, I would hope (Sasa) Papac and certainly Bougherra will be involved.
“It might be slightly early for Edu but we will give them every opportunity we can.
“I would be disappointed if we didn’t have one or two involved in the travelling party.”