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Development and validation of prognostic model to predict mortality among cirrhotic patients with acute variceal bleeding: A retrospective study

BACKGROUND AND AIM: Acute variceal bleeding (AVB) is a serious complication associated with high mortality. The aim of our study was to investigate mortality predictors and to develop a new simplified prognostic model among cirrhotic patients with AVB. METHODS: A simplified prognostic model was deve...

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Autores principales: Chirapongsathorn, Sakkarin, Akkarachinores, Kuntapon, Chaiprasert, Amnart
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wiley Publishing Asia Pty Ltd 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8171152/
https://www.ncbi.nlm.nih.gov/pubmed/34124382
http://dx.doi.org/10.1002/jgh3.12550
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author Chirapongsathorn, Sakkarin
Akkarachinores, Kuntapon
Chaiprasert, Amnart
author_facet Chirapongsathorn, Sakkarin
Akkarachinores, Kuntapon
Chaiprasert, Amnart
author_sort Chirapongsathorn, Sakkarin
collection PubMed
description BACKGROUND AND AIM: Acute variceal bleeding (AVB) is a serious complication associated with high mortality. The aim of our study was to investigate mortality predictors and to develop a new simplified prognostic model among cirrhotic patients with AVB. METHODS: A simplified prognostic model was developed using multiple logistic regression after identifying significant predictors of 6‐week mortality. RESULTS: A total of 713 consecutive patients with AVB were enrolled. The 6‐week overall mortality rate was 18%. Multivariate analysis showed that shock, model for end‐stage liver disease (MELD) score, high‐risk stigmata of esophageal varices on endoscopic finding, and Glasgow Blatchford score were independent predictors of mortality. A new logistic model using these variables was developed. This model (cutoff value ≥ 4) area under the receiver operating characteristics (AUROC) was 0.93 and significantly higher than that of MELD score alone (0.74). Two validation analyses showed that the AUROC of our model was consistently high. The 6‐week rebleeding rate was 25.3%. Multivariate analysis showed that MELD score, Glasgow Blatchford score, history of upper GI bleeding, shock, and alcohol use were independent predictors of rebleeding. CONCLUSION: Our new simplified model accurately and consistently predicted 6‐week mortality among patients with AVB using objective variables measured at admission. Patients with higher MELD scores should be closely monitored due to the higher probability of 6‐week rebleeding.
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spelling pubmed-81711522021-06-11 Development and validation of prognostic model to predict mortality among cirrhotic patients with acute variceal bleeding: A retrospective study Chirapongsathorn, Sakkarin Akkarachinores, Kuntapon Chaiprasert, Amnart JGH Open Original Articles BACKGROUND AND AIM: Acute variceal bleeding (AVB) is a serious complication associated with high mortality. The aim of our study was to investigate mortality predictors and to develop a new simplified prognostic model among cirrhotic patients with AVB. METHODS: A simplified prognostic model was developed using multiple logistic regression after identifying significant predictors of 6‐week mortality. RESULTS: A total of 713 consecutive patients with AVB were enrolled. The 6‐week overall mortality rate was 18%. Multivariate analysis showed that shock, model for end‐stage liver disease (MELD) score, high‐risk stigmata of esophageal varices on endoscopic finding, and Glasgow Blatchford score were independent predictors of mortality. A new logistic model using these variables was developed. This model (cutoff value ≥ 4) area under the receiver operating characteristics (AUROC) was 0.93 and significantly higher than that of MELD score alone (0.74). Two validation analyses showed that the AUROC of our model was consistently high. The 6‐week rebleeding rate was 25.3%. Multivariate analysis showed that MELD score, Glasgow Blatchford score, history of upper GI bleeding, shock, and alcohol use were independent predictors of rebleeding. CONCLUSION: Our new simplified model accurately and consistently predicted 6‐week mortality among patients with AVB using objective variables measured at admission. Patients with higher MELD scores should be closely monitored due to the higher probability of 6‐week rebleeding. Wiley Publishing Asia Pty Ltd 2021-05-05 /pmc/articles/PMC8171152/ /pubmed/34124382 http://dx.doi.org/10.1002/jgh3.12550 Text en © 2021 The Authors. JGH Open published by Journal of Gastroenterology and Hepatology Foundation and John Wiley & Sons Australia, Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Chirapongsathorn, Sakkarin
Akkarachinores, Kuntapon
Chaiprasert, Amnart
Development and validation of prognostic model to predict mortality among cirrhotic patients with acute variceal bleeding: A retrospective study
title Development and validation of prognostic model to predict mortality among cirrhotic patients with acute variceal bleeding: A retrospective study
title_full Development and validation of prognostic model to predict mortality among cirrhotic patients with acute variceal bleeding: A retrospective study
title_fullStr Development and validation of prognostic model to predict mortality among cirrhotic patients with acute variceal bleeding: A retrospective study
title_full_unstemmed Development and validation of prognostic model to predict mortality among cirrhotic patients with acute variceal bleeding: A retrospective study
title_short Development and validation of prognostic model to predict mortality among cirrhotic patients with acute variceal bleeding: A retrospective study
title_sort development and validation of prognostic model to predict mortality among cirrhotic patients with acute variceal bleeding: a retrospective study
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8171152/
https://www.ncbi.nlm.nih.gov/pubmed/34124382
http://dx.doi.org/10.1002/jgh3.12550
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