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Updated: May 27, 2026

A Large Animal Model for Acute Kidney Injury by Temporary Bilateral Renal Artery Occlusion
Published on: February 2, 2021
Preoperative proteinuria predicts acute kidney injury in patients undergoing cardiac surgery
Steven G Coca1, Divakar Jammalamadaka, Kyaw Sint
1Department of Internal Medicine, Yale University School of Medicine, New Haven, CT 06516, USA.
Objective:
The study objective was to examine the utility of using proteinuria in preoperative risk stratification for acute kidney injury. Acute kidney injury is a common and important complication for patients undergoing cardiac surgery. Proteinuria, which reflects structural damage to the glomeruli or renal tubules, may aid the prediction of acute kidney injury.
Methods:
The urine albumin to creatinine ratio and dipstick proteinuria concentration were prospectively measured in 1159 patients undergoing cardiac surgery. The cohort was organized into 4 clinical risk categories based on the preoperative urine albumin to creatinine ratio: 10 mg/g or less (≤ 1.1 mg/mmol), 11 to 29 mg/g (1.2-3.3 mg/mmol), 30 to 299 mg/g (3.4-33.8 mg/mmol), and 300 mg/g or greater (≥ 33.9 mg/mmol). The primary outcome was postoperative acute kidney injury, defined by the Acute Kidney Injury Network stage I criterion (serum creatinine increase ≥ 50% or ≥ 0.3 mg/dL; 26.5 micromol/L).
Results:
An increase in the incidence of acute kidney injury was noted across the urine albumin to creatinine ratio categories. Adding the urine albumin to creatinine ratio to the clinical model to predict acute kidney injury improved the area under the curve from 0.67 to 0.70 (P < .001), and the continuous net reclassification improvement was 29% (P < .001). The urine albumin to creatinine ratio was also independently associated with the risk of in-hospital dialysis and intensive care unit and hospital lengths of stay. Surgery status and preoperative glomerular filtration rate were effect modifiers; the association was stronger among those undergoing elective surgery and those with an estimated glomerular filtration rate of 45 mL/min/1.73 m(2) or greater.
Conclusions:
Preoperative proteinuria provides graded stratification risk for acute kidney injury and is an independent predictor of other outcomes in patients undergoing cardiac surgery.
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