TNF and depressive symptom measurement: Elevated blood concentrations and gene expressions of pro-inflammatory cytokines including interleukin (IL)-1, IL-6, IL-8, interferon-γ (IFN-γ) and tumor necrosis factor-α (TNF-α) were demonstrated to be associated with depression [56, 57].