Notably, while conventional markers did not show significant differences in kidney injury between groups, sensitive biomarkers such as urinary KIM-1 and NGAL, which are more extensively studied and robust in the literature, revealed subtle but significant renal alterations in children with a history of neonatal AKI. The gene discussed is LCN2; the disease is acute kidney injury.