Our findings demonstrated that Fads1/2 overexpression alleviated multiple pulmonary injury phenotypes, including endothelial GPX4 downregulation and junctional impairment, with ALA co‐supplementation further enhancing protection against LPS‐induced ALI. Here, GPX4 is linked to acute respiratory distress syndrome.