TNF and major depressive disorder: All these findings suggest that upregulation of SIRT1 inhibits the levels of inflammatory factors such as GSK3β, TNF-α, and NF-κB to suppress the inflammatory response and exhibit anti-inflammatory effects, thereby improving depression-like behaviors.