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Early transplantation maximizes survival in severe acute-on-chronic liver failure: Results of a Markov decision process model
BACKGROUND & AIMS: Uncertainties exist surrounding the timing of liver transplantation (LT) among patients with acute-on-chronic liver failure grade 3 (ACLF-3), regarding whether to accept a marginal quality donor organ to allow for earlier LT or wait for either an optimal organ offer or improve...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8603202/ https://www.ncbi.nlm.nih.gov/pubmed/34825154 http://dx.doi.org/10.1016/j.jhepr.2021.100367 |
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author | Zhang, Suyanpeng Suen, Sze-Chuan Gong, Cynthia L. Pham, Jessica Trebicka, Jonel Duvoux, Christophe Klein, Andrew S. Wu, Tiffany Jalan, Rajiv Sundaram, Vinay |
author_facet | Zhang, Suyanpeng Suen, Sze-Chuan Gong, Cynthia L. Pham, Jessica Trebicka, Jonel Duvoux, Christophe Klein, Andrew S. Wu, Tiffany Jalan, Rajiv Sundaram, Vinay |
author_sort | Zhang, Suyanpeng |
collection | PubMed |
description | BACKGROUND & AIMS: Uncertainties exist surrounding the timing of liver transplantation (LT) among patients with acute-on-chronic liver failure grade 3 (ACLF-3), regarding whether to accept a marginal quality donor organ to allow for earlier LT or wait for either an optimal organ offer or improvement in the number of organ failures, in order to increase post-LT survival. METHODS: We created a Markov decision process model to determine the optimal timing of LT among patients with ACLF-3 within 7 days of listing, to maximize overall 1-year survival probability. RESULTS: We analyzed 6 groups of candidates with ACLF-3: patients age ≤60 or >60 years, patients with 3 organ failures alone or 4-6 organ failures, and hepatic or extrahepatic ACLF-3. Among all groups, LT yielded significantly greater overall survival probability vs. remaining on the waiting list for even 1 additional day (p <0.001), regardless of organ quality. Creation of 2-way sensitivity analyses, with variation in the probability of receiving an optimal organ and expected post-transplant mortality, indicated that overall survival is maximized by earlier LT, particularly among candidates >60 years old or with 4-6 organ failures. The probability of improvement from ACLF-3 to ACLF-2 does not influence these recommendations, as the likelihood of organ recovery was less than 10%. CONCLUSION: During the first week after listing for patients with ACLF-3, earlier LT in general is favored over waiting for an optimal quality donor organ or for recovery of organ failures, with the understanding that the analysis is limited to consideration of only these 3 variables. LAY SUMMARY: In the setting of grade 3 acute-on-chronic liver failure (ACLF-3), questions remain regarding the timing of transplantation in terms of whether to proceed with liver transplantation with a marginal donor organ or to wait for an optimal liver, and whether to transplant a patient with ACLF-3 or wait until improvement to ACLF-2. In this study, we used a Markov decision process model to demonstrate that earlier transplantation of patients listed with ACLF-3 maximizes overall survival, as opposed to waiting for an optimal donor organ or for improvement in the number of organ failures. |
format | Online Article Text |
id | pubmed-8603202 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-86032022021-11-24 Early transplantation maximizes survival in severe acute-on-chronic liver failure: Results of a Markov decision process model Zhang, Suyanpeng Suen, Sze-Chuan Gong, Cynthia L. Pham, Jessica Trebicka, Jonel Duvoux, Christophe Klein, Andrew S. Wu, Tiffany Jalan, Rajiv Sundaram, Vinay JHEP Rep Research Article BACKGROUND & AIMS: Uncertainties exist surrounding the timing of liver transplantation (LT) among patients with acute-on-chronic liver failure grade 3 (ACLF-3), regarding whether to accept a marginal quality donor organ to allow for earlier LT or wait for either an optimal organ offer or improvement in the number of organ failures, in order to increase post-LT survival. METHODS: We created a Markov decision process model to determine the optimal timing of LT among patients with ACLF-3 within 7 days of listing, to maximize overall 1-year survival probability. RESULTS: We analyzed 6 groups of candidates with ACLF-3: patients age ≤60 or >60 years, patients with 3 organ failures alone or 4-6 organ failures, and hepatic or extrahepatic ACLF-3. Among all groups, LT yielded significantly greater overall survival probability vs. remaining on the waiting list for even 1 additional day (p <0.001), regardless of organ quality. Creation of 2-way sensitivity analyses, with variation in the probability of receiving an optimal organ and expected post-transplant mortality, indicated that overall survival is maximized by earlier LT, particularly among candidates >60 years old or with 4-6 organ failures. The probability of improvement from ACLF-3 to ACLF-2 does not influence these recommendations, as the likelihood of organ recovery was less than 10%. CONCLUSION: During the first week after listing for patients with ACLF-3, earlier LT in general is favored over waiting for an optimal quality donor organ or for recovery of organ failures, with the understanding that the analysis is limited to consideration of only these 3 variables. LAY SUMMARY: In the setting of grade 3 acute-on-chronic liver failure (ACLF-3), questions remain regarding the timing of transplantation in terms of whether to proceed with liver transplantation with a marginal donor organ or to wait for an optimal liver, and whether to transplant a patient with ACLF-3 or wait until improvement to ACLF-2. In this study, we used a Markov decision process model to demonstrate that earlier transplantation of patients listed with ACLF-3 maximizes overall survival, as opposed to waiting for an optimal donor organ or for improvement in the number of organ failures. Elsevier 2021-09-23 /pmc/articles/PMC8603202/ /pubmed/34825154 http://dx.doi.org/10.1016/j.jhepr.2021.100367 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Zhang, Suyanpeng Suen, Sze-Chuan Gong, Cynthia L. Pham, Jessica Trebicka, Jonel Duvoux, Christophe Klein, Andrew S. Wu, Tiffany Jalan, Rajiv Sundaram, Vinay Early transplantation maximizes survival in severe acute-on-chronic liver failure: Results of a Markov decision process model |
title | Early transplantation maximizes survival in severe acute-on-chronic liver failure: Results of a Markov decision process model |
title_full | Early transplantation maximizes survival in severe acute-on-chronic liver failure: Results of a Markov decision process model |
title_fullStr | Early transplantation maximizes survival in severe acute-on-chronic liver failure: Results of a Markov decision process model |
title_full_unstemmed | Early transplantation maximizes survival in severe acute-on-chronic liver failure: Results of a Markov decision process model |
title_short | Early transplantation maximizes survival in severe acute-on-chronic liver failure: Results of a Markov decision process model |
title_sort | early transplantation maximizes survival in severe acute-on-chronic liver failure: results of a markov decision process model |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8603202/ https://www.ncbi.nlm.nih.gov/pubmed/34825154 http://dx.doi.org/10.1016/j.jhepr.2021.100367 |
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