Subgroup analysis showed that urine IL-18 level in pediatric patients (<18 years) and early AKI predictive time (<12 h) were more effective in predicting AKI, with diagnostic ORs of 7.51 (2.99–18.88), 8.18 (2.19–30.51), respectively. The gene discussed is IL18; the disease is acute kidney injury.