In this study, we used colonic tissue to study depression and investigated key factors involved in the TLR4/NLRP3 inflammasome signaling pathway by H&E staining, immunohistochemistry, qPCR, and Western blotting. The gene discussed is TLR4; the disease is major depressive disorder.