A novel nomogram incorporating 7 risk factors predicted postoperative acute kidney injury following isolated CABG in patients with impaired LVEF with an AUC of 0.744 in external validation, outperforming existing models.
Observational (n=1,748)
Yes
Does a novel nomogram accurately predict postoperative acute kidney injury following isolated CABG in patients with impaired LVEF compared to existing models?
A novel 7-factor nomogram provides a reliable and superior tool for predicting postoperative acute kidney injury in patients with impaired LVEF undergoing isolated CABG compared to existing models.
Absolute Event Rate: 0.744% vs 0.634%
BACKGROUND AND OBJECTIVE: Heart failure (HF) is a global health issue, and coronary artery bypass graft (CABG) is one of the most effective surgical treatments for HF with coronary artery disease. Unfortunately, the incidence of postoperative acute kidney injury (AKI) is high in HF patients following CABG, and there are few tools to predict AKI after CABG surgery for such patients. The aim of this study is to establish a nomogram to predict the incidence of AKI after CABG in patients with impaired left ventricular ejection fraction (LVEF). METHODS: From 2012 to 2017, Clinical information of 1208 consecutive patients who had LVEF 2 mg/dL), LVEF< 35%, previous myocardial infarction (MI), hypertension, cardiopulmonary bypass(CPB) used and perioperative blood transfusion. The area under the receiver operating characteristic curve (AUC) was 0.738, higher than the other 3 models. By comparing calibration curves and decision curve analyses (DCA) with other models, the novel nomogram showed better calibration and greater net benefit. Among the 540 patients in the validation cohort, 104 (19.3%) had postoperative AKI, and the novel nomogram performed better with respect to calibration, discrimination and net benefit. CONCLUSIONS: The novel nomogram is a reliable model to predict postoperative AKI following isolated CABG for patients with impaired LVEF.
Lin et al. (Tue,) conducted a observational in Impaired left ventricular ejection fraction undergoing isolated CABG (n=1,748). Novel nomogram prediction model vs. Cleveland, Mehta, and SRI scores was evaluated on Discrimination (AUC) for predicting postoperative acute kidney injury in the validation cohort. A novel nomogram incorporating 7 risk factors predicted postoperative acute kidney injury following isolated CABG in patients with impaired LVEF with an AUC of 0.744 in external validation, outperforming existing models.
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