Our ROC analysis revealed that RIPK-1 and IL-18 demonstrated good diagnostic accuracy for sepsis within 24 h of ICU admission—suggesting strong potential as early biomarkers of disease severity. The gene discussed is RIPK1; the disease is Sepsis.