Thus, we analysed the correlation between ULK1, MAPK14, WIPI1, and DUSP1 with infiltrating immune cells, and found that these four FRGs were significantly associated with immune cells, indicating an interaction between ferroptosis and immune response in MDD. This evidence concerns the gene ULK1 and major depressive disorder.