I use them all the time for bags and in wall quilts; make sure you use the right needles and upholstery thread and you'll be fine.
For bed quilts or lap quilts, you'll also want to use fabrics that are washable. Or you could make a coverlet if you're using it for a bed; those can be aired or "beaten" out.