Simplifying contrast-induced acute kidney injury prediction after primary percutaneous coronary intervention: the age, creatinine and ejection fraction score
Related Experiment Video
Updated: Mar 1, 2026

A Large Animal Model for Acute Kidney Injury by Temporary Bilateral Renal Artery Occlusion
Published on: February 2, 2021
Gustavo N Araujo1,2, Fernando Pivatto Junior3, Bruno Fuhr3,4
1Cardiology Service, Hospital de Clinicas de Porto Alegre, Ramiro Barcelos 2350, Porto Alegre, RS, 90035-003, Brazil. gustavon.araujo@gmail.com.
Insights
The ACEF-MDRD score effectively predicts contrast-induced acute kidney injury (CI-AKI) in ST-elevation myocardial infarction (STEMI) patients undergoing percutaneous coronary intervention (PCI). A low ACEF-MDRD score indicates a low risk of developing CI-AKI.
Area of Science:
- Cardiology
- Nephrology
- Medical Informatics
Background:
- Contrast-induced acute kidney injury (CI-AKI) is a frequent complication following percutaneous coronary intervention (PCI).
- Current preventive strategies, primarily saline hydration, have limitations, and no pharmacological prophylaxis has proven consistently beneficial.
- Predicting CI-AKI risk is crucial for patient management after PCI, especially in ST-elevation myocardial infarction (STEMI) cases.
Purpose of the Study:
- To evaluate the predictive accuracy of the ACEF-MDRD score for CI-AKI in STEMI patients undergoing primary PCI.
- To compare the predictive performance of the ACEF-MDRD score against the established Mehran score for CI-AKI.
Main Methods:
- A cohort of 347 patients with STEMI undergoing primary PCI was analyzed.
- CI-AKI was defined as a serum creatinine increase of ≥0.3 mg/dL or ≥50% within 24-72 hours post-procedure.
- The ACEF-MDRD score was calculated using age, glomerular filtration rate (MDRD), and ejection fraction.
Main Results:
- Univariate analysis identified age, diabetes, ASA use, Killip class, ACEF-MDRD score, and Mehran score as CI-AKI predictors.
- Multivariate analysis confirmed ACEF-MDRD score and diabetes as independent predictors of CI-AKI.
- The ACEF-MDRD score demonstrated a higher area under the ROC curve (0.733) compared to the Mehran score (0.649), with statistical significance (P=0.03).
- An ACEF-MDRD score ≤2.33 yielded a negative predictive value of 92.6% for CI-AKI.
Conclusions:
- The ACEF-MDRD score is a simple and accurate tool for predicting CI-AKI in STEMI patients undergoing primary PCI.
- A low ACEF-MDRD score (<2.33) effectively identifies patients at low risk for developing CI-AKI, aiding clinical decision-making.
Abstract:
Contrast-induced acute kidney injury (CI-AKI) is a common event after percutaneous coronary intervention (PCI). Presently, the main strategy to avoid CI-AKI lies in saline hydration, since to date none pharmacologic prophylaxis proved beneficial. Our aim was to determine if a low complexity mortality risk model is able to predict CI-AKI in patients undergoing PCI after ST elevation myocardial infarction (STEMI). We have included patients with STEMI submitted to primary PCI in a tertiary hospital. The definition of CI-AKI was a raise of 0.3 mg/dL or 50% in post procedure (24-72 h) serum creatinine compared to baseline. Age, glomerular filtration and ejection fraction were used to calculate ACEF-MDRD score. We have included 347 patients with mean age of 60 years. In univariate analysis, age, diabetes, previous ASA use, Killip 3 or 4 at admission, ACEF-MDRD and Mehran scores were predictors of CI-AKI. After multivariate adjustment, only ACEF-MDRD score and diabetes remained CI-AKI predictors. Areas under the ROC curve of ACEF-MDRD and Mehran scores were 0.733 (0.68-0.78) and 0.649 (0.59-0.70), respectively. When we compared both scores with DeLong test ACEF-MDRDs AUC was greater than Mehran's (P = 0.03). An ACEF-MDRD score of 2.33 or lower has a negative predictive value of 92.6% for development of CI-AKI. ACEF-MDRD score is a user-friendly tool that has an excellent CI-AKI predictive accuracy in patients undergoing primary percutaneous coronary intervention. Moreover, a low ACEF-MDRD score has a very good negative predictive value for CI-AKI, which makes this complication unlikely in patients with an ACEF-MDRD score of <2.33.
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