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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2023
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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. |
format | Online Article Text |
id | pubmed-10476762 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
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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