HMGB1 binds to TLR4, leading to the recruitment and promotion of NF-κB, thereby activating the transcription of inflammatory cytokines, chemokines, and adhesion molecules, and promoting the development of depression (Jia et al., 2024). This evidence concerns the gene TLR4 and major depressive disorder.