The predictive value of the cytokines IL-1α, IL-6, and TNF-α in the discrimination of patients with severe depression was assessed based on the AUC values (Table 6), which is also presented graphically by the ROC curve (Figure 3). Here, IL6 is linked to major depressive disorder.