HDL-C levels added to the MELD score improves 30-day mortality prediction in Asian patients with cirrhosis

J Int Med Res. 2022 Jul;50(7):3000605221109385. doi: 10.1177/03000605221109385.

Abstract

Objectives: Lower high-density lipoprotein cholesterol (HDL-C) levels have been observed in chronic liver disease patients. The aim of this study was to develop a model that incorporates HDL-C levels and the Model for End-stage Liver Disease (MELD) score to predict 30-day mortality in Asian cirrhosis patients.

Methods: Cirrhosis patients were recruited from two hospitals in this retrospective observational study. Propensity score matching was used. The model's performance was evaluated, including its ability to predict 30-day mortality, accuracy, and clinical utility. Net reclassification improvement (NRI) and integrated discrimination improvement (IDI) were calculated.

Results: The HDL-C + MELD model showed good ability to predict 30-day mortality (area under the curve, 0.784; sensitivity, 0.797; specificity, 0.632), which was better than that of the MELD score alone. It also showed good calibration and a net benefit for all patients, which was better than that of the MELD score, except at the threshold probability. NRI and IDI results confirmed that adding HDL-C levels to the MELD score improved the model's performance in predicting 30-day mortality.

Conclusion: We added HDL-C levels to the MELD score to predict 30-day mortality in Asian patients with cirrhosis. The HDLC + MELD model shows good ability to predict 30-day mortality and clinical utility.

Keywords: Cirrhosis; Model for End-stage Liver Disease score; high-density lipoprotein cholesterol; integrated discrimination improvement; net reclassification improvement; nomogram; predictive model.

Publication types

  • Observational Study

MeSH terms

  • End Stage Liver Disease*
  • Humans
  • Liver Cirrhosis / diagnosis
  • Prognosis
  • ROC Curve
  • Retrospective Studies
  • Severity of Illness Index