A nomogram for predicting prognostic value of inflammatory response biomarkers in decompensated cirrhotic patients without acute‐on‐chronic liver failure
- 26 March 2017
- journal article
- research article
- Published by Wiley in Alimentary Pharmacology & Therapeutics
- Vol. 45 (11), 1413-1426
- https://doi.org/10.1111/apt.14046
Abstract
Background Inflammation plays a vital role in liver cirrhosis progression and prognosis. Aim To investigate the prognostic significance of inflammatory response markers in decompensated cirrhotic patients without acute‐on‐chronic liver failure (ACLF). Methods Independent predictors were identified using multivariate Cox model and then assembled into a nomogram to predict survival. Concordance index (C‐index) and time‐dependent receiver operating characteristics (td‐ROC) analysis were adopted to evaluate and compare the performance of nomogram, model for end‐stage liver disease (MELD) scores, MELD‐Na and Chronic Liver Failure‐consortium score for acute decompensated (CLIF‐C ADs). Results A total of 902 decompensated cirrhotic patients with different aetiologies were enrolled, with 6‐month, 1‐year and 3‐year mortality of 18.6%, 24.4% and 34.8%, respectively. The cut‐off values for neutrophil‐to‐lymphocyte ratio (NLR) and lymphocyte‐to‐monocyte ratio (LMR) determined by X‐tile program were 5.7 and 1.1 respectively. Patients with NLR>5.7 or LMR≤1.1 had significantly higher mortality (P < 0.001). Independent factors derived from multivariable Cox analysis of development cohort to predict mortality were age, NLR and LMR (hazard ratio (HR): 1.064, 95% confidence interval (CI): 1.045–1.084, P < 0.001; HR: 1.124, 95%CI: 1.091–1.158, P < 0.001; HR: 0.794, 95%CI: 0.702–0.898, P < 0.001, respectively). The C‐indexes of nomogram were higher than that of MELD score, MELD‐Na and CLIF‐C ADs for predicting survival. The tdROC and decision curves showed that nomogram was superior to MELD score, MELD‐Na and CLIF‐C ADs. Similar results were observed in validation cohort. Conclusion The proposed nomogram with neutrophil‐to‐lymphocyte ratio and lymphocyte‐to‐monocyte ratio resulted in accurate prognostic prediction for decompensated cirrhotic patients without ACLF.Keywords
This publication has 57 references indexed in Scilit:
- Blood neutrophil-to-lymphocyte ratio independently predicts survival in patients with liver cirrhosisEuropean Journal of Gastroenterology & Hepatology, 2013
- Management of Varices and Variceal Hemorrhage in CirrhosisNew England Journal of Medicine, 2010
- Usefulness of Neutrophil/Lymphocyte Ratio As Predictor of New-Onset Atrial Fibrillation After Coronary Artery Bypass GraftingThe American Journal of Cardiology, 2009
- Severe sepsis in cirrhosisHepatology, 2009
- Longitudinal monocyte Human leukocyte antigen‐DR expression is a prognostic marker in critically ill patients with decompensated liver cirrhosisLiver International, 2009
- Decision Curve Analysis: A Novel Method for Evaluating Prediction ModelsMedical Decision Making, 2006
- Are Nomograms Better Than Currently Available Stage Groupings for Bladder Cancer?Journal of Clinical Oncology, 2006
- Neutrophil count and infarct size in patients with acute myocardial infarctionInternational Journal of Cardiology, 2004
- A sequential study of serum bacterial DNA in patients with advanced cirrhosis and ascitesHepatology, 2004
- Hepatic encephalopathyAmerican Journal of Gastroenterology, 2001