This study explored ferroptosis involvement in major depressive disorder (MDD) by integrating GEO microarray data, WGCNA, and ferroptosis‐related gene analysis, identifying four key genes (MAPK14, WIPI1, DUSP1, ULK1) as diagnostic biomarkers. This evidence concerns the gene ULK1 and major depressive disorder.