Our results showed that the expression levels of TLR4, MyD88, NF-κB-p65, TAK1, IRAK1, TRAF6, inflammasome-related NLRP3, ASC, and caspase-1 were all increased in rats of the depression model group. This evidence concerns the gene TRAF6 and major depressive disorder.