Muscle pain can be a tricky condition to diagnose. Some studies have managed to find a link between muscle pain and vitamin D levels in the body. In one study, 71% of people suffering from muscle pains were found to have vitamin D deficiency. Again supplements of the vitamin have proven to be helpful.