TNF and depressive symptom measurement: Furthermore, central and peripheral pro-inflammatory cytokines; tumor necrosis factor-alpha (TNF-α), interleukin-6 (IL-6), and interleukin 1β (IL-1β) were reported to have a strong correlation with depression (40).