You may want to cut back on highly processed foods like packaged snacks, baked goods, and lunch meats. Some research shows that the saturated fat in them raises inflammation. It’s not clear that these foods affect rheumatoid arthritis symptoms, but cutting back on them may be good for you in general, so it's worth trying.