A prediction model of contrast-associated acute kidney injury in patients with hypoalbuminemia undergoing coronary angiography

BMC Cardiovasc Disord. 2020 Aug 31;20(1):399. doi: 10.1186/s12872-020-01689-6.

Abstract

Background: Risk stratification is recommended as the key step to prevent contrast-associated acute kidney injury (CA-AKI) among at-risk patients following coronary angiography (CAG) and/or percutaneous coronary intervention (PCI). Patients with hypoalbuminemia are prone to CA-AKI and do not have their own risk stratification tool. Therefore, this study developed and validated a new model for predicting CA-AKI among hypoalbuminemia patients CAG/PCI.

Methods: 1272 patients with hypoalbuminemia receiving CAG/PCI were enrolled and randomly allocated (2:1 ratio) into the development cohort (n = 848) and the validation cohort (n = 424). CA-AKI was defined as an increase of ≥0.3 mg/dL or 50% in serum creatinine (SCr) compared to baseline in the 48 to 72 h after CAG/PCI. A prediction model was established with independent predictors according to stepwise logistic regression, showing as a nomogram. The discrimination of the new model was evaluated by the area under the curve (AUC) and was compared to the classic Mehran CA-AKI model. The Hosmer-Lemeshow test was conducted to assess the calibration of our model.

Results: Overall, 8.4% (71/848) patients of the development group and 11.2% (48/424) patients of the validation group experienced CA-AKI. A new nomogram included estimated glomerular filtration rate (eGFR), serum albumin (ALB), age and the use of intra-aortic balloon pump (IABP); showed better predictive ability than the Mehran score (C-index 0.756 vs. 0.693, p = 0.02); and had good calibration (Hosmer-Lemeshow test p = 0.187).

Conclusions: We developed a simple model for predicting CA-AKI among patients with hypoalbuminemia undergoing CAG/PCI, but our findings need validating externally.

Trial registration: http://www.ClinicalTrials.gov NCT01400295 , retrospectively registered 21 July 2011.

Keywords: Contrast-associated kidney injury; Coronary angiography; Hypoalbuminemia; Nomogram; Percutaneous coronary intervention.

Publication types

  • Research Support, Non-U.S. Gov't
  • Validation Study

MeSH terms

  • Acute Kidney Injury / chemically induced*
  • Acute Kidney Injury / diagnosis
  • Aged
  • Biomarkers / blood
  • Clinical Decision Rules*
  • Contrast Media / adverse effects*
  • Coronary Angiography / adverse effects*
  • Coronary Artery Disease / complications
  • Coronary Artery Disease / diagnostic imaging*
  • Coronary Artery Disease / therapy
  • Female
  • Humans
  • Hypoalbuminemia / blood
  • Hypoalbuminemia / complications*
  • Hypoalbuminemia / diagnosis
  • Male
  • Middle Aged
  • Nomograms*
  • Percutaneous Coronary Intervention / adverse effects
  • Predictive Value of Tests
  • Prospective Studies
  • Random Allocation
  • Reproducibility of Results
  • Risk Assessment
  • Risk Factors
  • Serum Albumin, Human / deficiency*
  • Treatment Outcome

Substances

  • ALB protein, human
  • Biomarkers
  • Contrast Media
  • Serum Albumin, Human

Associated data

  • ClinicalTrials.gov/NCT01400295