It is estimated that up to 74 percent of those with fibromyalgia experience depression and about 60 percent experience anxiety at some point in their lives. What causes the correlation between fibromyalgia and depression is unclear, but it may be related to low levels of certain brain chemicals, including serotonin and norepinephrine.