I am certainly no tire expert, but what your friend told you is true. There are several things with tires that can change your MPG. The tread pattern, width, diamter, and even the compound used in the rubber. Normally these effects are minimal like the 1 MPG you mentioned, but when you go with a much larger or aggressive tire the effect gets much larger also.