For example, NGAL and cystatin C demonstrate utility in early risk stratification, with cystatin C (cutoff ≥15.1 mg/L) showing exceptional accuracy in predicting persistent SA-AKI (AUROC 0.977) [6]. Here, CST3 is linked to acute kidney injury.