ROC analysis demonstrated strong predictive performance for sepsis/septic shock using RIPK1 (AUC = 0.81), IL-18 (AUC = 0.71), and A20 (AUC = 0.71); conversely, caspase-8 was inversely associated with sepsis (AUC = 0.32). Here, RIPK1 is linked to Shock.