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

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Version: Final published version
License: CC BY 4.0
Serval ID
serval:BIB_40AB860C2B0E
Type
Article: article from journal or magazin.
Collection
Publications
Institution
Title
A model for individualized prediction of liver-related death in outpatients with alcohol-associated cirrhosis.
Journal
Hepatology communications
Author(s)
Marot A., Henrion J., Knebel J.F., Trépo E., Moreno C., Deltenre P.
ISSN
2471-254X (Electronic)
ISSN-L
2471-254X
Publication state
Published
Issued date
01/09/2023
Peer-reviewed
Oui
Volume
7
Number
9
Pages
e0229
Language
english
Notes
Publication types: Journal Article
Publication Status: epublish
Abstract
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.
Keywords
Humans, Child, Preschool, Outpatients, Bayes Theorem, End Stage Liver Disease/diagnosis, Severity of Illness Index, Liver Cirrhosis, Alcoholic
Pubmed
Web of science
Open Access
Yes
Create date
19/09/2023 14:21
Last modification date
25/01/2024 7:34
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