Only when the wheel is cranked all the way to the right or left for me. I have 4" back spacing on the wheels. I drive my 4Runner everyday, city and highway, it's not an issue with me.
I would run 35x12.50s but gas is pretty expensive these days and it seems 33" tires run pretty good with the 3.4L.