Normalized TIMP-2 levels 2–3 days before AKI had the highest predictive accuracy with an AUC-ROC of 0.81, followed by composite [TIMP-2] × [IGFBP-7] with an AUC-ROC of 0.78. Here, TIMP2 is linked to acute kidney injury.