In summary, our investigation conducted comprehensive bioinformatics analysis on two gene datasets (GSE28750 and GSE74224) and discerned LTF, LCN2, ELANE, MPO and CEACAM8 as key up-regulated genes in sepsis patients when compared with non-sepsis critically ill controls. The gene discussed is LCN2; the disease is Sepsis.