The observation group exhibited significantly lower Bech-Rafaelsen Mania scale and Hamilton depression scale scores, as well as reduced interleukin-1 and tumor necrosis factor-alpha levels compared to the control group. This evidence concerns the gene TNF and major depressive disorder.