Further statistical linear regression analysis shows that IL-6 (B = 0.171, p = 0.000) and TNF-α (B = 0.039, p = 0.012) are statistically significant predictors (p < 0.05) of depression intensity on the Hamilton depression scale in group I (Table 5). This evidence concerns the gene IL6 and major depressive disorder.