Acute kidney injury (AKI) is a frequent and severe complication among patients undergoing cardiac surgery, with an incidence rate between 20% and 40%. AKI is associated with higher mortality rates and prolonged hospital stays, posing significant challenges to patient recovery. Despite its prevalence, the underlying mechanisms of cardiac surgery-associated AKI (CSA-AKI) remain unclear, and optimal…