Our observations align with previous studies, as urinary N-Gal has consistently demonstrated predictive power for persistent AKI in various clinical contexts, whereas the results with TIMP-2/IGFBP7 remain ambiguous [36,37]. Here, IGFBP7 is linked to acute kidney injury.