In the current study, we demonstrated that NPAR exhibits moderate predictive performance (AUC = 0.723) for postoperative AKI, which surpasses the individual predictive power of neutrophil percentage (AUC = 0.705) and albumin (AUC = 0.685). This evidence concerns the gene ALB and acute kidney injury.