Literature DB >> 33025731

The Predictive Role of Model for End-Stage Liver Disease-Lactate and Lactate Clearance for In-Hospital Mortality Among a National Cirrhosis Cohort.

Nadim Mahmud1,2,3, Sumeet K Asrani4, David E Kaplan1,3, Gerald O Ogola5, Tamar H Taddei6,7, Patrick S Kamath8, Marina Serper1,2,3.   

Abstract

The burden of cirrhosis hospitalizations is increasing. The admission Model for End-Stage Liver Disease-lactate (MELD-lactate) was recently demonstrated to be a superior predictor of in-hospital mortality compared with MELD in limited cohorts. We identified specific classes of hospitalizations where MELD-lactate may be especially useful and evaluated the predictive role of lactate clearance. This was a retrospective cohort study of 1036 cirrhosis hospitalizations for gastrointestinal bleeding, infection, or other portal hypertension-related indications in the Veterans Health Administration where MELD-lactate was measured on admission. Performance characteristics for in-hospital mortality were compared between MELD-lactate and MELD/MELD-sodium (MELD-Na), with stratified analyses of MELD categories (≤15, >15 to <25, ≥25) and reason for admission. We also incorporated day 3 lactate levels into modeling and tested for an interaction between day 1 MELD-lactate and day 3 lactate clearance. MELD-lactate had superior discrimination for in-hospital mortality compared with MELD or MELD-Na (area under the curve [AUC] 0.789 versus 0.776 versus 0.760, respectively; P < 0.001) and superior calibration. MELD-lactate had higher discrimination among hospitalizations with MELD ≤15 (AUC 0.763 versus 0.608 for MELD, global P = 0.01) and hospitalizations for infection (AUC 0.791 versus 0.674 for MELD, global P < 0.001). We found a significant interaction between day 1 MELD-lactate and day 3 lactate clearance; heat maps were created as clinical tools to risk-stratify patients based on these clinical data. MELD-lactate had significantly superior performance in predicting in-hospital mortality among patients hospitalized for infection and/or with MELD ≤15 when compared with MELD or MELD-Na. Incorporating day 3 lactate clearance may further improve prognostication.
Copyright © 2020 by the American Association for the Study of Liver Diseases.

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Year:  2020        PMID: 33025731      PMCID: PMC7880877          DOI: 10.1002/lt.25913

Source DB:  PubMed          Journal:  Liver Transpl        ISSN: 1527-6465            Impact factor:   5.799


  44 in total

1.  Development of a simple noninvasive index to predict significant fibrosis in patients with HIV/HCV coinfection.

Authors:  Richard K Sterling; Eduardo Lissen; Nathan Clumeck; Ricard Sola; Mendes Cassia Correa; Julio Montaner; Mark S Sulkowski; Francesca J Torriani; Doug T Dieterich; David L Thomas; Diethelm Messinger; Mark Nelson
Journal:  Hepatology       Date:  2006-06       Impact factor: 17.425

2.  Quality Measures, All-Cause Mortality, and Health Care Use in a National Cohort of Veterans With Cirrhosis.

Authors:  Marina Serper; David E Kaplan; Justine Shults; Peter P Reese; Lauren A Beste; Tamar H Taddei; Rachel M Werner
Journal:  Hepatology       Date:  2019-06-26       Impact factor: 17.425

3.  Association of Provider Specialty and Multidisciplinary Care With Hepatocellular Carcinoma Treatment and Mortality.

Authors:  Marina Serper; Tamar H Taddei; Rajni Mehta; Kathryn D'Addeo; Feng Dai; Ayse Aytaman; Michelle Baytarian; Rena Fox; Kristel Hunt; David S Goldberg; Adriana Valderrama; David E Kaplan
Journal:  Gastroenterology       Date:  2017-03-07       Impact factor: 22.682

4.  Validation of three coding algorithms to identify patients with end-stage liver disease in an administrative database.

Authors:  D Goldberg; Jd Lewis; Sd Halpern; Mark Weiner; Vincent Lo Re
Journal:  Pharmacoepidemiol Drug Saf       Date:  2012-06-04       Impact factor: 2.890

5.  Trends in burden of cirrhosis and hepatocellular carcinoma by underlying liver disease in US veterans, 2001-2013.

Authors:  Lauren A Beste; Steven L Leipertz; Pamela K Green; Jason A Dominitz; David Ross; George N Ioannou
Journal:  Gastroenterology       Date:  2015-08-05       Impact factor: 22.682

6.  Assessing the calibration of mortality benchmarks in critical care: The Hosmer-Lemeshow test revisited.

Authors:  Andrew A Kramer; Jack E Zimmerman
Journal:  Crit Care Med       Date:  2007-09       Impact factor: 7.598

7.  A correlation between the pretransplantation MELD score and mortality in the first two years after liver transplantation.

Authors:  Nicholas N Onaca; Marlon F Levy; Edmund Q Sanchez; Srinath Chinnakotla; Carlos G Fasola; Mark J Thomas; Jeffrey S Weinstein; Natalie G Murray; Robert M Goldstein; Goran B Klintmalm
Journal:  Liver Transpl       Date:  2003-02       Impact factor: 5.799

8.  Factors affecting mortality following emergency admission for chronic obstructive pulmonary disease.

Authors:  Wakae Hasegawa; Yasuhiro Yamauchi; Hideo Yasunaga; Mitsuhiro Sunohara; Taisuke Jo; Hiroki Matsui; Kiyohide Fushimi; Kazutaka Takami; Takahide Nagase
Journal:  BMC Pulm Med       Date:  2014-09-24       Impact factor: 3.317

9.  Inclusion of Sarcopenia Within MELD (MELD-Sarcopenia) and the Prediction of Mortality in Patients With Cirrhosis.

Authors:  Aldo J Montano-Loza; Andres Duarte-Rojo; Judith Meza-Junco; Vickie E Baracos; Michael B Sawyer; Jack X Q Pang; Crystal Beaumont; Nina Esfandiari; Robert P Myers
Journal:  Clin Transl Gastroenterol       Date:  2015-07-16       Impact factor: 4.488

10.  Increasing Economic Burden in Hospitalized Patients With Cirrhosis: Analysis of a National Database.

Authors:  Archita P Desai; Prashanthinie Mohan; Brandon Nokes; Deekksha Sheth; Shannon Knapp; Malaz Boustani; Naga Chalasani; Michael B Fallon; Elizabeth A Calhoun
Journal:  Clin Transl Gastroenterol       Date:  2019-07       Impact factor: 4.488

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  3 in total

1.  The Evolution of the MELD Score and Its Implications in Liver Transplant Allocation: A Beginner's Guide for Trainees.

Authors:  Hirsh D Trivedi
Journal:  ACG Case Rep J       Date:  2022-05-04

2.  Establishment of MELD-lactate clearance scoring system in predicting death risk of critically ill cirrhotic patients.

Authors:  Xin Li; Man Gong; Shuangnan Fu; Jingjing Zhang; Shanbin Wu
Journal:  BMC Gastroenterol       Date:  2022-06-03       Impact factor: 2.847

3.  Prognostic Role of MELD-Lactate in Cirrhotic Patients' Short- and Long-Term Prognosis, Stratified by Causes of Cirrhosis.

Authors:  Xiao-Fu Chen
Journal:  Can J Gastroenterol Hepatol       Date:  2022-03-29
  3 in total

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