Advertisement
Research Article| Volume 74, ISSUE 6, P1355-1361, June 2021

Validating a novel score based on interaction between ACLF grade and MELD score to predict waitlist mortality

Published:December 14, 2020DOI:https://doi.org/10.1016/j.jhep.2020.12.003

      Highlights

      • Among candidates with ACLF who are listed for liver transplantation, MELD score and ACLF interact in predicting cumulative risk of 90-day waitlist mortality.
      • The impact of ACLF grade on 90-day waitlist mortality is much higher at lower listing MELD score, especially below 25.
      • A validated novel score using MELD score and ACLF grade at listing provides an estimate of 90-day waitlist mortality.

      Background & Aims

      Among candidates listed for liver transplant (LT), the model for end-stage liver disease (MELD) score may not capture acute-on-chronic liver failure (ACLF) severity. Data on the interaction between ACLF and MELD score in predicting waitlist mortality are scarce.

      Methods

      We analyzed the UNOS database (01/2002 to 06/2018) for LT listings in adults with cirrhosis and ACLF (without hepatocellular carcinoma). ACLF grades 1, 2, 3a, and 3b- were defined using the modified EASL-CLIF criteria.

      Results

      Of 18,416 candidates with ACLF at listing (mean age 54 years, 69% males, 63% Caucasians), 90-day waitlist mortality (patient death or being too sick for LT) was 21.6% (18%, 20%, 25%, and 39% for ACLF grades 1, 2, 3a, and 3b, respectively). Using a Fine and Gray regression model, we identified an interaction between MELD and ACLF grade, with ACLF having a higher impact at lower MELD scores. Other variables included candidate’s age, sex, liver disease etiology, listing MELD, ACLF grade, obesity, and performance status. A score developed using parameter estimates from the interaction model on the derivation cohort (n = 9,181) stratified the validation cohort (n = 9,235) into quartiles: Q1 (score <10.42), Q2 (10.42-12.81), Q3 (12.82-15.50), and Q4 (>15.50). Waitlist mortality increased with each quartile from 13%, 18%, 23%, and 36%, respectively. Observed vs. expected waitlist mortality deciles in the validation cohort showed good calibration (goodness of fit p = 0.98) and correlation (R = 0.99).

      Conclusion

      Among selected candidates who have ACLF at listing, MELD score and ACLF interact in predicting cumulative risk of 90-day waitlist mortality, with higher impact of ACLF grade at lower listing MELD score. Validating these findings in large prospective studies will support consideration of both MELD and ACLF when prioritizing transplant candidates and allocating liver grafts.

      Lay summary

      In patients with cirrhosis listed for liver transplantation, the presence of multiorgan failure, a condition referred to as acute-on-chronic liver failure, is associated with high waiting list mortality rates. Current organ allocation policy disadvantages patients with this condition. This study describes and validates a new scoring method that performs better than the currently available scoring systems. Further validation of this approach may reduce the deaths of patients with cirrhosis and acute-on-chronic liver failure on the transplant waiting list.

      Graphical abstract

      Keywords

      To read this article in full you will need to make a payment

      Purchase one-time access:

      Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online access
      One-time access price info
      • For academic or personal research use, select 'Academic and Personal'
      • For corporate R&D use, select 'Corporate R&D Professionals'

      Subscribe:

      Subscribe to Journal of Hepatology
      Already a print subscriber? Claim online access
      Already an online subscriber? Sign in
      Institutional Access: Sign in to ScienceDirect

      References

        • Arroyo V.
        • Moreau R.
        • Kamath P.S.
        • Jalan R.
        • Gines P.
        • Nevens F.
        • et al.
        Acute-on-chronic liver failure in cirrhosis.
        Nat Rev Dis Primers. 2016; 2: 16041
        • Singal A.K.
        • Kamath P.S.
        Acute on chronic liver failure in non-alcoholic fatty liver and alcohol associated liver disease.
        Transl Gastroenterol Hepatol. 2019; 4: 74
        • Jalan R.
        • Moreau R.
        • Kamath P.S.
        • Arroyo V.
        Acute-on-Chronic liver failure: a distinct clinical condition.
        Semin Liver Dis. 2016; 36: 107-108
        • Hernaez R.
        • Kramer J.R.
        • Liu Y.
        • Tansel A.
        • Natarajan Y.
        • Hussain K.B.
        • et al.
        Prevalence and short-term mortality of acute-on-chronic liver failure: a national cohort study from the USA.
        J Hepatol. 2019; 70: 639-647
        • Singal A.K.
        • Arora S.
        • Wong R.J.
        • Satapathy S.K.
        • Shah V.H.
        • Kuo Y.-F.
        • et al.
        Increasing burden of acute-on-chronic liver failure among alcohol-associated liver disease in the young population in the United States.
        Am J Gastroenterol. 2020; 115: 88-95
        • Mahmud N.
        • Kaplan D.E.
        • Taddei T.H.
        • Goldberg D.S.
        Incidence and mortality of acute-on-chronic liver failure using two definitions in patients with compensated cirrhosis.
        Hepatology. 2019; 69: 2150-2163
        • Moreau R.
        • Jalan R.
        • Gines P.
        • Pavesi M.
        • Angeli P.
        • Cordoba J.
        • et al.
        Acute-on-chronic liver failure is a distinct syndrome that develops in patients with acute decompensation of cirrhosis.
        Gastroenterology. 2013; 144 (1426-1437, 1437 e1421-1429)
        • Sundaram V.
        • Jalan R.
        • Wu T.
        • Volk M.L.
        • Asrani S.K.
        • Klein A.S.
        • et al.
        Factors associated with survival of patients with severe acute-on-chronic liver failure before and after liver transplantation.
        Gastroenterology. 2019; 156: 1381-1391 e1383
        • Finkenstedt A.
        • Nachbaur K.
        • Zoller H.
        • Joannidis M.
        • Pratschke J.
        • Graziadei I.W.
        • et al.
        Acute-on-chronic liver failure: excellent outcomes after liver transplantation but high mortality on the wait list.
        Liver Transpl. 2013; 19: 879-886
        • Moon D.B.
        • Lee S.G.
        • Kang W.H.
        • Song G.W.
        • Jung D.H.
        • Park G.C.
        • et al.
        Adult living donor liver transplantation for acute-on-chronic liver failure in high-model for end-stage liver disease score patients.
        Am J Transpl. 2017; 17: 1833-1842
        • Levesque E.
        • Winter A.
        • Noorah Z.
        • Daures J.P.
        • Landais P.
        • Feray C.
        • et al.
        Impact of acute-on-chronic liver failure on 90-day mortality following a first liver transplantation.
        Liver Int. 2017; 37: 684-693
        • Singal A.K.
        • Fang X.
        • Kaif M.
        • Hasanin M.
        • McGuire B.M.
        • Kuo Y.F.
        • et al.
        Primary biliary cirrhosis has high wait-list mortality among patients listed for liver transplantation.
        Transpl Int. 2017; 30: 454-462
        • O'Leary J.G.
        • Bajaj J.S.
        • Tandon P.
        • Biggins S.W.
        • Wong F.
        • Kamath P.S.
        • et al.
        Outcomes after listing for liver transplant in patients with acute-on-chronic liver failure (ACLF): the multicenter NACSELD experience.
        Liver Transpl. 2019;
        • Martin P.
        • DiMartini A.
        • Feng S.
        • Brown Jr., R.
        • Fallon M.
        Evaluation for liver transplantation in adults: 2013 practice guideline by the American association for the study of liver diseases and the American society of transplantation.
        Hepatology. 2014; 59: 1144-1165
        • Kamath P.S.
        • Wiesner R.H.
        • Malinchoc M.
        • Kremers W.
        • Therneau T.M.
        • Kosberg C.L.
        • et al.
        A model to predict survival in patients with end-stage liver disease.
        Hepatology. 2001; 33: 464-470
        • Jalan R.
        • Saliba F.
        • Pavesi M.
        • Amoros A.
        • Moreau R.
        • Gines P.
        • et al.
        Development and validation of a prognostic score to predict mortality in patients with acute-on-chronic liver failure.
        J Hepatol. 2014; 61: 1038-1047
        • Engelmann C.
        • Thomsen K.L.
        • Zakeri N.
        • Sheikh M.
        • Agarwal B.
        • Jalan R.
        • et al.
        Validation of CLIF-C ACLF score to define a threshold for futility of intensive care support for patients with acute-on-chronic liver failure.
        Crit Care. 2018; 22: 254
        • Karvellas C.J.
        • Garcia-Lopez E.
        • Fernandez J.
        • Saliba F.
        • Sy E.
        • Jalan R.
        • et al.
        Dynamic prognostication in critically ill cirrhotic patients with multiorgan failure in ICUs in Europe and north America: a multicenter analysis.
        Crit Care Med. 2018; 46: 1783-1791
        • Agbim U.
        • Sharma A.
        • Maliakkal B.
        • Karri S.
        • Yazawa M.
        • Goldkamp W.
        • et al.
        Outcomes of liver transplant recipients with acute-on-chronic liver failure based on EASL-CLIF consortium definition: a single-center study.
        Transpl Direct. 2020; 6: e544
        • Singal A.K.
        • Hmoud B.S.
        • Guturu P.
        • Kuo Y.F.
        Outcome after liver transplantation for cirrhosis due to alcohol and hepatitis C: comparison to alcoholic cirrhosis and hepatitis C cirrhosis.
        J Clin Gastroenterol. 2013; 47: 727-733
        • Sundaram V.
        • Shah P.
        • Wong R.J.
        • Karvellas C.J.
        • Fortune B.E.
        • Mahmud N.
        • et al.
        Patients with acute on chronic liver failure grade 3 have greater 14-day waitlist mortality than status-1a patients.
        Hepatology (Baltimore, Md). 2019; 70: 334-345
        • Sundaram V.
        • Shah P.
        • Mahmud N.
        • Lindenmeyer C.C.
        • Klein A.S.
        • Wong R.J.
        • et al.
        Patients with severe acute-on-chronic liver failure are disadvantaged by model for end-stage liver disease-based organ allocation policy.
        Aliment Pharmacol Ther. 2020;
        • Bajaj J.S.
        • O'Leary J.G.
        • Tandon P.
        • Wong F.
        • Garcia-Tsao G.
        • Kamath P.S.
        • et al.
        Hepatic encephalopathy is associated with mortality in patients with cirrhosis independent of other extrahepatic organ failures.
        Clin Gastroenterol Hepatol. 2017; 15: 565-574 e564
        • Gustot T.
        • Fernandez J.
        • Garcia E.
        • Morando F.
        • Caraceni P.
        • Alessandria C.
        • et al.
        Clinical Course of acute-on-chronic liver failure syndrome and effects on prognosis.
        Hepatology. 2015; 62: 243-252
        • Sonika U.
        • Jadaun S.
        • Ranjan G.
        • Rout G.
        • Gunjan D.
        • Kedia S.
        • et al.
        Alcohol-related acute-on-chronic liver failure-Comparison of various prognostic scores in predicting outcome.
        Indian J Gastroenterol. 2018; 37: 50-57
        • Sarmast N.
        • Ogola G.O.
        • Kouznetsova M.
        • Leise M.
        • Bahirwani R.
        • Maiwall R.
        • et al.
        Model for end-stage liver disease-lactate and prediction of inpatient mortality in patients with chronic liver disease.
        Hepatology. 2020;
        • Trieb M.
        • Rainer F.
        • Stadlbauer V.
        • Douschan P.
        • Horvath A.
        • Binder L.
        • et al.
        HDL-related biomarkers are robust predictors of survival in patients with chronic liver failure.
        J Hepatol. 2020;
        • Moreau N.
        • Wittebole X.
        • Fleury Y.
        • Forget P.
        • Laterre P.F.
        • Castanares-Zapatero D.
        Neutrophil-to-Lymphocyte ratio predicts death in acute-on-chronic liver failure patients admitted to the intensive care unit: a retrospective cohort study.
        Shock. 2018; 49: 385-392