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

Détails

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Etat: Public
Version: Final published version
Licence: CC BY 4.0
ID Serval
serval:BIB_40AB860C2B0E
Type
Article: article d'un périodique ou d'un magazine.
Collection
Publications
Institution
Titre
A model for individualized prediction of liver-related death in outpatients with alcohol-associated cirrhosis.
Périodique
Hepatology communications
Auteur⸱e⸱s
Marot A., Henrion J., Knebel J.F., Trépo E., Moreno C., Deltenre P.
ISSN
2471-254X (Electronic)
ISSN-L
2471-254X
Statut éditorial
Publié
Date de publication
01/09/2023
Peer-reviewed
Oui
Volume
7
Numéro
9
Pages
e0229
Langue
anglais
Notes
Publication types: Journal Article
Publication Status: epublish
Résumé
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.
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.
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).
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.
Mots-clé
Humans, Child, Preschool, Outpatients, Bayes Theorem, End Stage Liver Disease/diagnosis, Severity of Illness Index, Liver Cirrhosis, Alcoholic
Pubmed
Web of science
Open Access
Oui
Création de la notice
19/09/2023 15:21
Dernière modification de la notice
25/01/2024 8:34
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