Certain foods may help alleviate joint pain and inflammation. Some outlets suggest that specific foods can prevent arthritis flare-ups or provide symptom relief, while others note that certain foods can actually cause inflammation. The role of diet and supplements in managing joint pain and inflammation is being discussed by health experts and doctors.