TNF and major depressive disorder: Inflammation, marked by elevated levels of cytokines such as interleukin-6 (IL-6) and tumor necrosis factor-alpha (TNF-α), has been directly associated with depression, suggesting an inflammatory component to the disorder (18, 19).