I assume you are printing on your desktop printer, at 8.5x11 paper. You can't avoid the white edges in that case but you could cut them off. The only way to get true edge to edge color on this project is to print your 8.5 x 11 document centered on a larger sheet (11x17) and then cut it out and fold it.
Hope that helps,
Adobe Certified Instructor