It can be. Joint pain is common in people with low levels of vitamin D. Vitamin D deficiency is common in people with rheumatoid arthritis (RA). RA is an autoimmune disease that causes joint pain. Other signs of vitamin D deficiency include: Cramps Fatigue Mood changes Muscle pain Weakness If you are experiencing joint pain, your doctor may test your vitamin D levels to rule out a deficiency.