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. Here, WIPI1 is linked to major depressive disorder.