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Recompensation factors for patients with decompensated cirrhosis: a multicentre retrospective case–control study
OBJECTIVES: We aimed to evaluate recompensation factors among patients with decompensated cirrhosis. DESIGN: A multicentre retrospective case–control study was conducted. Data were collected from and compared between groups of patients with recompensated and acute decompensated cirrhosis. Univariabl...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8230976/ https://www.ncbi.nlm.nih.gov/pubmed/34162632 http://dx.doi.org/10.1136/bmjopen-2020-043083 |
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author | Xu, Xiaomei Wang, Haolin Zhao, Wenlong Wang, Yong Wang, Jiayue Qin, Bo |
author_facet | Xu, Xiaomei Wang, Haolin Zhao, Wenlong Wang, Yong Wang, Jiayue Qin, Bo |
author_sort | Xu, Xiaomei |
collection | PubMed |
description | OBJECTIVES: We aimed to evaluate recompensation factors among patients with decompensated cirrhosis. DESIGN: A multicentre retrospective case–control study was conducted. Data were collected from and compared between groups of patients with recompensated and acute decompensated cirrhosis. Univariable and multivariable logistic regressions were used to select indicators associated with recompensation among patients with decompensated cirrhosis with different complications. A decision tree with 10-fold cross-validation was used to develop the model to identify patients with recompensation. We followed the transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD) guideline for development and reporting of the new model. SETTING: The study was conducted in six tertiary public hospitals in Chongqing, China. PARTICIPANTS: This study included 3953 patients with decompensated cirrhosis. RESULTS: In the total sample of included patients, there were 553 patients with recompensation and 3400 patients with acute decompensation, including 1158 patients with gastrointestinal bleeding, 1715 patients with a bacterial infection, 104 patients with hepatic encephalopathy and 423 patients with ascites. The most relevant indicator of recompensation selected by the decision tree model was albumin, with a threshold of 40 g/L. Total protein, haemoglobin, basophil percentage, alanine aminotransferase, neutrophil-to-lymphocyte ratio and diabetes were also selected to subsequently distinguish patients. The terminal nodes with a probability of recompensation was 0.89. The overall accuracy rate of the model was 0.92 (0.91–0.93), and it exhibited high specificity (86.9%) and sensitivity (92.6%). CONCLUSIONS: The occurrence of recompensated cirrhosis could be identified by albumin, total protein, haemoglobin, basophil percentage, alanine aminotransferase, neutrophil-to-lymphocyte ratio and diabetes. These simple variables may help clinicians develop a treatment plan to encourage patients with decompensated cirrhosis to recompensate. |
format | Online Article Text |
id | pubmed-8230976 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-82309762021-07-09 Recompensation factors for patients with decompensated cirrhosis: a multicentre retrospective case–control study Xu, Xiaomei Wang, Haolin Zhao, Wenlong Wang, Yong Wang, Jiayue Qin, Bo BMJ Open Gastroenterology and Hepatology OBJECTIVES: We aimed to evaluate recompensation factors among patients with decompensated cirrhosis. DESIGN: A multicentre retrospective case–control study was conducted. Data were collected from and compared between groups of patients with recompensated and acute decompensated cirrhosis. Univariable and multivariable logistic regressions were used to select indicators associated with recompensation among patients with decompensated cirrhosis with different complications. A decision tree with 10-fold cross-validation was used to develop the model to identify patients with recompensation. We followed the transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD) guideline for development and reporting of the new model. SETTING: The study was conducted in six tertiary public hospitals in Chongqing, China. PARTICIPANTS: This study included 3953 patients with decompensated cirrhosis. RESULTS: In the total sample of included patients, there were 553 patients with recompensation and 3400 patients with acute decompensation, including 1158 patients with gastrointestinal bleeding, 1715 patients with a bacterial infection, 104 patients with hepatic encephalopathy and 423 patients with ascites. The most relevant indicator of recompensation selected by the decision tree model was albumin, with a threshold of 40 g/L. Total protein, haemoglobin, basophil percentage, alanine aminotransferase, neutrophil-to-lymphocyte ratio and diabetes were also selected to subsequently distinguish patients. The terminal nodes with a probability of recompensation was 0.89. The overall accuracy rate of the model was 0.92 (0.91–0.93), and it exhibited high specificity (86.9%) and sensitivity (92.6%). CONCLUSIONS: The occurrence of recompensated cirrhosis could be identified by albumin, total protein, haemoglobin, basophil percentage, alanine aminotransferase, neutrophil-to-lymphocyte ratio and diabetes. These simple variables may help clinicians develop a treatment plan to encourage patients with decompensated cirrhosis to recompensate. BMJ Publishing Group 2021-06-23 /pmc/articles/PMC8230976/ /pubmed/34162632 http://dx.doi.org/10.1136/bmjopen-2020-043083 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Gastroenterology and Hepatology Xu, Xiaomei Wang, Haolin Zhao, Wenlong Wang, Yong Wang, Jiayue Qin, Bo Recompensation factors for patients with decompensated cirrhosis: a multicentre retrospective case–control study |
title | Recompensation factors for patients with decompensated cirrhosis: a multicentre retrospective case–control study |
title_full | Recompensation factors for patients with decompensated cirrhosis: a multicentre retrospective case–control study |
title_fullStr | Recompensation factors for patients with decompensated cirrhosis: a multicentre retrospective case–control study |
title_full_unstemmed | Recompensation factors for patients with decompensated cirrhosis: a multicentre retrospective case–control study |
title_short | Recompensation factors for patients with decompensated cirrhosis: a multicentre retrospective case–control study |
title_sort | recompensation factors for patients with decompensated cirrhosis: a multicentre retrospective case–control study |
topic | Gastroenterology and Hepatology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8230976/ https://www.ncbi.nlm.nih.gov/pubmed/34162632 http://dx.doi.org/10.1136/bmjopen-2020-043083 |
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