This study offers an early predictive method for CSA-AKI and shows that uPAR, GDF15, and IL1RL1 were able to predict AKI and higher concentrations of them were associated with higher risks of AKI after cardiac surgery. This evidence concerns the gene GDF15 and acute kidney injury.