GDF15 and acute respiratory distress syndrome: We identified six key genes—PGM3, GDF15, GART, GFOD2, E2F2, and ATP1B2—closely associated with the pathogenesis of SA-ALI, involving immune regulation, inflammatory signaling, oxidative stress, and epithelial barrier maintenance.