In conclusion, our results indicate that creatinine-normalized urinary biomarkers, particularly HJV and KIM-1 in combination, can improve the clinical predictive ability of Liano’s score for advanced AKI and composite outcomes at an early time point after cardiovascular surgery. Here, HAVCR1 is linked to acute kidney injury.