Key result
A simple 4-variable nomogram matches the Mehran score for predicting contrast AKI in heart failure.
Why the study?
Patients with congestive heart failure undergoing coronary angiography are vulnerable to contrast-induced acute kidney injury, but few prediction models are available.
Does a simple 4-predictor nomogram accurately predict contrast-induced acute kidney injury compared to the Mehran score in patients with congestive heart failure undergoing coronary angiography?
Cohort (n=1,876)
Randomly (2:1) assigned to a development cohort and a validation cohort
Does a simple 4-predictor nomogram accurately predict contrast-induced acute kidney injury compared to the Mehran score in patients with congestive heart failure undergoing coronary angiography?
Answers are grounded in this paper and cite their sources.
A simple 4-variable nomogram provides similar predictive accuracy to the classic Mehran score for identifying contrast-induced acute kidney injury risk in heart failure patients undergoing coronary angiography.
Background Patients with congestive heart failure (CHF) are vulnerable to contrast-induced acute kidney injury (CI-AKI), but few prediction models are currently available. Objectives We aimed to establish a simple nomogram for CI-AKI risk assessment for patients with CHF undergoing coronary angiography. Methods A total of 1876 consecutive patients with CHF (defined as New York Heart Association functional class II-IV or Killip class II-IV) were enrolled and randomly (2:1) assigned to a development cohort and a validation cohort. The endpoint was CI-AKI defined as serum creatinine elevation of ≥0.3 mg/dL or 50% from baseline within the first 48–72 hours following the procedure. Predictors for the nomogram were selected by multivariable logistic regression with a stepwise approach. The discriminative power was assessed using the area under the receiver operating characteristic (ROC) curve and was compared with the classic Mehran score in the validation cohort. Calibration was assessed using the Hosmer–Lemeshow test and 1000 bootstrap samples. Results The incidence of CI-AKI was 9.06% (n=170) in the total sample, 8.64% (n=109) in the development cohort and 9.92% (n=61) in the validation cohort (p=0.367). The simple nomogram including four predictors (age, intra-aortic balloon pump, acute myocardial infarction and chronic kidney disease) demonstrated a similar predictive power as the Mehran score (area under the curve: 0.80 vs 0.75, p=0.061), as well as a well-fitted calibration curve. Conclusions The present simple nomogram including four predictors is a simple and reliable tool to identify CHF patients at risk of CI-AKI, whereas further external validations are needed.
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Lei et al. (2020) conducted a cohort in Congestive heart failure undergoing coronary angiography (n=1,876). Simple nomogram (age, intra-aortic balloon pump, acute myocardial infarction, chronic kidney disease) vs. Mehran score was evaluated on Contrast-induced acute kidney injury (serum creatinine elevation of ≥0.3 mg/dL or 50% from baseline within the first 48–72 hours following the procedure) (p=0.061). A simple 4-variable nomogram demonstrated similar predictive power for contrast-induced acute kidney injury as the classic Mehran score in patients with heart failure (AUC 0.80 vs 0.75, p=0.061).
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