A MELD-based nomogram for predicting 3-month mortality of patients with acute-on-chronic hepatitis B liver failure

Clin Chim Acta. 2017 May:468:195-200. doi: 10.1016/j.cca.2017.03.005. Epub 2017 Mar 7.

Abstract

Background: Acute-on-chronic hepatitis B liver failure (ACHBLF) is associated with poor short-term prognosis. The aim of the present study was to construct and validate a model for end-stage liver disease (MELD)-based nomogram for the 3-month mortality estimation for patients with ACHBLF.

Methods: A total of 551 patients with ACHBLF were prospectively enrolled from 2 independent medical centers and divided into 2 cohorts of training and validation, respectively. The 3-month mortality was recorded as the outcome. The MELD-based nomogram was constructed to predict the 3-month mortality for ACHBLF using the training group of 335 patients and validated using an independent cohort of 216 patients. The predictive capability of MELD-based nomogram was compared with the MELD score system by calibration analysis, receiver operating characteristics (ROC) and decision curve analysis in both training cohort and validation cohort.

Results: Multivariate analysis suggested that age, serum sodium, and MELD score were independent prognostic indicators associated with the 3-month mortality for ACHBLF, and therefore used for developing the nomogram. In terms of calibration, the predicted survival by the MELD-based nomogram was found to be extremely in line with the observed 3-month mortality both in training cohort and validation cohort. Additionally, both ROC and decision curve analyses showed that the MELD-based nomogram was better than MELD, MELD-Na, MELDNa, and iMELD for ACHBLF prognosis prediction. The results were confirmed in the external cohort of validation.

Conclusions: The MELD-based nomogram provided a user-friendly, accurate and reproducible tool for predicting 3-month mortality of patients with ACHBLF.

Keywords: Acute-on-chronic hepatitis B liver failure; Calibration; Decision curve; Nomogram; Prediction; Receiver operating characteristics.

MeSH terms

  • Acute-On-Chronic Liver Failure / mortality*
  • Calibration
  • Female
  • Humans
  • Male
  • Middle Aged
  • Nomograms*
  • Reproducibility of Results