ROC curves and AUCs of endostatin, creatinine, cystatin C, and SAPS-3 for predicting new-onset AKI, new-onset stage 3 AKI, RRT, and 30-day mortality are presented in Fig. 4. This evidence concerns the gene COL18A1 and acute kidney injury.