A total of 21 iron metabolism-related signatures were identified including 9 transporters, 8 enzymes, and 4 regulatory factors, among which LCN2 showed consistent differences between sepsis and healthy groups, sepsis and non-sepsis groups, and mild and severe forms of sepsis. The gene discussed is LCN2; the disease is Sepsis.