What to use to clean built up grease on kitchen cabinets?

We have a wall cabinet over a microwave which is over the stove that has a build up of grease. I have tried 409 and Simple Green and neither seemed to work. Perhaps I could have rubbed harder and longer but I was afraid of ruining the finish on the cabinet. Does anyone know of a product that will cut through the grease and not mess up the finish?