The extra backing helps a lot. If you have scrap fabric, or a piece of muslin, you can add an extra 'border' to the backing. Use a long stitch length, don't quilt over the seam, then remove it when you are done quilting.
Also, quilting gloves help. You can us official quilting gloves, or gardening gloves, anything with the rubberized palm & fingers.