The link between food and pain is still inconclusive, but many people with chronic pain believe there is a connection. The general idea is that by eliminating certain foods from your diet, you can reduce pain because some foods are excitotoxins, like aspartame, that trigger the nervous system. Other foods that can cause pain in some people include caffeine, chocolate, and alcohol, among many others.