In Table 4, the results of the ROC analysis revealed that all the four biomarkers significantly discriminated the development of AKI (area under the ROC curves: BNP 0.86, sST2 0.74, NGAL 0.75, cystatin C 0.73; all P<0.05). This evidence concerns the gene NPPB and acute kidney injury.