TNF and depressive symptom measurement: The elevated levels of certain cytokines are associated with inflammation in the brain, including interleukin-1 beta (IL-1β), interleukin-6 (IL-6), and tumor necrosis factor-alpha (TNF-α) [67,68,69], which has been linked to the pathophysiology of depression.