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 depressive disorder.