S100A12 and Sepsis: Nevertheless, through bioinformatics analysis, this study has identified key genes and pathways in sepsis and established S100A12 as an independent risk factor for prognosis in sepsis, highlighting its critical role in sepsis progression and providing new insights into targeted interventions.