In summary, our study reveals that patients undergoing cardiac surgery with CPB who develop postoperative AKI or require hemodynamic support exhibit significantly higher levels of GDF15, which in turn significantly influence the duration of mechanical ventilation and ICU LOS. This evidence concerns the gene GDF15 and acute kidney injury.