TLR4 and major depressive disorder: In contrast, males tend to produce more proinflammatory cytokines through Toll-like receptor 4 activation by pathogens (Klein & Flanagan, 2016), rendering them more susceptible to chronic, inflammation-mediated depression and cognitive decline (Allison & Ditor, 2014).