Patients with elevated NGAL levels (>50 ng/mL) two hours after surgery had significantly higher mean postoperative serum creatinine levels (p<0.001) compared to those with lower NGAL levels (<50 ng/mL), indicating NGAL's potential as an early marker for AKI due to its strong association with subsequent creatinine increases. Here, LCN2 is linked to acute kidney injury.