Maybe keep the wheels and cut down a bit in spacer.
My '01 came with 20x11 wheels. It's a tight fit. It does rub the fender on the sidewall occasionally. I'm guessing that yours rubs fender on the tire tread. Not a configuration I'd take to the track or autocross, but it's nice to see something different from time to time.