TNF and major depressive disorder: For example, a study, using SEM, proposed a model that cortisol (as an indicator of Hypothalamic pituitary adrenal) predicts depression, which predicts circulating pro-inflammatory cytokines (IL-2, IL-6, TNF-α) In patients diagnosed with chronic fatigue syndrome (CFS) [80].