Among the possible options, the model including angiopoietin-1 and KIM-1 (AUC 0.833 [95% CI 0.7–0.9], p = 0.001, sensitivity 83.3%, specificity 76.9%) had the highest significance in determining the risk of AKI. The gene discussed is ANGPT1; the disease is acute kidney injury.