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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wiley Publishing Asia Pty Ltd
2021
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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. |
format | Online Article Text |
id | pubmed-8171152 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Wiley Publishing Asia Pty Ltd |
record_format | MEDLINE/PubMed |
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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