Our findings revealed that elevated expression of PDK4 is a critical factor contributing to the increased lactate production in lung tissue during sepsis, and established a novel LPCAT2-K375/STAT1/SLC7A11 axis driving epithelial cells ferroptosis in SI-ALI, highlighting the crosstalk between metabolic reprogramming, post-translational modifications (PTM), and ferroptosis. Here, PDK4 is linked to Sepsis.