Furthermore, in agreement with the present findings, Khemka et al.[40] and Rizk and Aly[41] found that the levels of pro-inflammatory cytokines, like IL-1β, IL-6 and TNF-α, were elevated in the peripheral circulation in induced neurodegenerative subjects, and are correlated with associated depression and cognitive decline. This evidence concerns the gene IL1B and major depressive disorder.