I would test an inconspicuous spot first with whatever you use. I would be inclined to try something like a furniture polish first.
Be very careful with adhesives and spray starches around wood furniture. Best Press ate the finish off a very nice Shaker table I had set the bottle down on, ruining the top. I won't ever use Best Press again.