We found that ‘LCN2(NGAL),’ ‘MHCII expression by monocytes,’ ‘IL-6,’ and ‘Anticoagulant treatment’ revealed distinct patterns associated with severe infection outcomes. The gene discussed is LCN2; the disease is infection.