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A model for individualized prediction of liver-related death in outpatients with alcohol-associated cirrhosis

INTRODUCTION: In alcohol-associated cirrhosis, an accurate estimate of the risk of death is essential for patient care. We developed individualized prediction charts for 5-year liver-related mortality among outpatients with alcohol-associated cirrhosis that take into account the impact of abstinence...

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Autores principales: Marot, Astrid, Henrion, Jean, Knebel, Jean-François, Trépo, Eric, Moreno, Christophe, Deltenre, Pierre
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476762/
https://www.ncbi.nlm.nih.gov/pubmed/37655969
http://dx.doi.org/10.1097/HC9.0000000000000229
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author Marot, Astrid
Henrion, Jean
Knebel, Jean-François
Trépo, Eric
Moreno, Christophe
Deltenre, Pierre
author_facet Marot, Astrid
Henrion, Jean
Knebel, Jean-François
Trépo, Eric
Moreno, Christophe
Deltenre, Pierre
author_sort Marot, Astrid
collection PubMed
description INTRODUCTION: In alcohol-associated cirrhosis, an accurate estimate of the risk of death is essential for patient care. We developed individualized prediction charts for 5-year liver-related mortality among outpatients with alcohol-associated cirrhosis that take into account the impact of abstinence. METHODS: We collected data on outpatients with alcohol-associated cirrhosis in a prospective registry. The model was derived, internally and externally validated, and compared with the Child-Pugh and the Model For End-Stage Liver Disease (MELD) scores. RESULTS: A total of 527 and 127 patients were included in the derivation and validation data sets, respectively. A model was developed based on the 3 variables independently associated with liver-related mortality in multivariate analyses (age, Child-Pugh score, and abstinence). In the derivation data set, the model combining age, Child-Pugh score, and abstinence outperformed the Child-Pugh and the MELD scores. In the validation data set, the Brier score was lower for the model (0.166) compared with the Child-Pugh score (0.196, p = 0.008) and numerically lower compared with the MELD score (0.190) (p = 0.06). The model had the greatest AUC (0.77; 95% CI 0.68–0.85) compared with the Child-Pugh score (AUC = 0.66; 95% CI 0.56–0.76, p = 0.01) and was numerically higher than that of the MELD score (AUC = 0.66; 95% CI 0.56–0.78, p = 0.06). Also, the Akaike and Bayesian information criterion scores were lower for the model (2163; 2172) compared with the Child-Pugh (2213; 2216) or the MELD score (2205; 2208). CONCLUSION: A model combining age, Child-Pugh score, and abstinence accurately predicts liver-related death at 5 years among outpatients with alcohol-associated cirrhosis. In this study, the model outperformed the Child-Pugh and the MELD scores, although the AUC and the Brier score of the model were not statically different from the MELD score in the validation data set.
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spelling pubmed-104767622023-09-05 A model for individualized prediction of liver-related death in outpatients with alcohol-associated cirrhosis Marot, Astrid Henrion, Jean Knebel, Jean-François Trépo, Eric Moreno, Christophe Deltenre, Pierre Hepatol Commun Original Article INTRODUCTION: In alcohol-associated cirrhosis, an accurate estimate of the risk of death is essential for patient care. We developed individualized prediction charts for 5-year liver-related mortality among outpatients with alcohol-associated cirrhosis that take into account the impact of abstinence. METHODS: We collected data on outpatients with alcohol-associated cirrhosis in a prospective registry. The model was derived, internally and externally validated, and compared with the Child-Pugh and the Model For End-Stage Liver Disease (MELD) scores. RESULTS: A total of 527 and 127 patients were included in the derivation and validation data sets, respectively. A model was developed based on the 3 variables independently associated with liver-related mortality in multivariate analyses (age, Child-Pugh score, and abstinence). In the derivation data set, the model combining age, Child-Pugh score, and abstinence outperformed the Child-Pugh and the MELD scores. In the validation data set, the Brier score was lower for the model (0.166) compared with the Child-Pugh score (0.196, p = 0.008) and numerically lower compared with the MELD score (0.190) (p = 0.06). The model had the greatest AUC (0.77; 95% CI 0.68–0.85) compared with the Child-Pugh score (AUC = 0.66; 95% CI 0.56–0.76, p = 0.01) and was numerically higher than that of the MELD score (AUC = 0.66; 95% CI 0.56–0.78, p = 0.06). Also, the Akaike and Bayesian information criterion scores were lower for the model (2163; 2172) compared with the Child-Pugh (2213; 2216) or the MELD score (2205; 2208). CONCLUSION: A model combining age, Child-Pugh score, and abstinence accurately predicts liver-related death at 5 years among outpatients with alcohol-associated cirrhosis. In this study, the model outperformed the Child-Pugh and the MELD scores, although the AUC and the Brier score of the model were not statically different from the MELD score in the validation data set. Lippincott Williams & Wilkins 2023-08-31 /pmc/articles/PMC10476762/ /pubmed/37655969 http://dx.doi.org/10.1097/HC9.0000000000000229 Text en Copyright © 2023 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Association for the Study of Liver Diseases. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License 4.0 (https://creativecommons.org/licenses/by/4.0/) (CCBY), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/)
spellingShingle Original Article
Marot, Astrid
Henrion, Jean
Knebel, Jean-François
Trépo, Eric
Moreno, Christophe
Deltenre, Pierre
A model for individualized prediction of liver-related death in outpatients with alcohol-associated cirrhosis
title A model for individualized prediction of liver-related death in outpatients with alcohol-associated cirrhosis
title_full A model for individualized prediction of liver-related death in outpatients with alcohol-associated cirrhosis
title_fullStr A model for individualized prediction of liver-related death in outpatients with alcohol-associated cirrhosis
title_full_unstemmed A model for individualized prediction of liver-related death in outpatients with alcohol-associated cirrhosis
title_short A model for individualized prediction of liver-related death in outpatients with alcohol-associated cirrhosis
title_sort model for individualized prediction of liver-related death in outpatients with alcohol-associated cirrhosis
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476762/
https://www.ncbi.nlm.nih.gov/pubmed/37655969
http://dx.doi.org/10.1097/HC9.0000000000000229
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