In this study, by integrating Mendelian randomization (MR) analysis, network pharmacology analysis, and in vivo experiments, we found that luteolin alleviates LPS-induced ALI in mice by inhibiting apoptosis and inflammation through the HGF/c-Met pathway. Here, MET is linked to acute respiratory distress syndrome.