When I worked in film we used a concoction called "the russian bath". It's a spray bottle of one to two vodka and water. We'd use it to freshen up the casts wardrobe between scenes, and was great at getting out BO.

But also, to reiterate what others have suggested, check the care label. It maybe time to run it over to the drycleaners for an annual wash.