Six proteins were identified as biomarkers for predicting AKI. A multifactorial logistic regression model was constructed using their expression levels in conjunction with NGAL, Annexin A5, and Protein S100-P, achieving an AUC of 0.932, indicating significant clinical relevance. This evidence concerns the gene ANXA5 and acute kidney injury.