This finding aligns with metabolomic enrichment results and suggests that IL1B, TNF, and IL6 may coordinately regulate multiple interconnected pathways, thereby forming an “inflammation–metabolism” axis that offers new insights into ALI pathogenesis. The gene discussed is IL6; the disease is acute respiratory distress syndrome.