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Development and Validation of a Prognostic Model for One-year Survival of Cirrhosis Patients with First-ever Spontaneous Bacterial Peritonitis
BACKGROUND AND AIMS: Spontaneous bacterial peritonitis (SBP) is one of the leading causes of death in patients with liver cirrhosis. We aimed to establish a prognostic model to evaluate the 1-year survival of cirrhosis patients after the first episode of SBP. METHODS: A prognostic model was develope...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
XIA & HE Publishing Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8516845/ https://www.ncbi.nlm.nih.gov/pubmed/34722179 http://dx.doi.org/10.14218/JCTH.2021.00031 |
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author | Wang, Rui-Rui Gu, Hong-Qiu Wei, Ying-Ying Yang, Jin-Xiang Hou, Yi-Xin Liu, Hui-Min Yang, Zhi-Yun Wang, Xian-Bo Jiang, Yu-Yong |
author_facet | Wang, Rui-Rui Gu, Hong-Qiu Wei, Ying-Ying Yang, Jin-Xiang Hou, Yi-Xin Liu, Hui-Min Yang, Zhi-Yun Wang, Xian-Bo Jiang, Yu-Yong |
author_sort | Wang, Rui-Rui |
collection | PubMed |
description | BACKGROUND AND AIMS: Spontaneous bacterial peritonitis (SBP) is one of the leading causes of death in patients with liver cirrhosis. We aimed to establish a prognostic model to evaluate the 1-year survival of cirrhosis patients after the first episode of SBP. METHODS: A prognostic model was developed based on a retrospective derivation cohort of 309 cirrhosis patients with first-ever SBP and was validated in a separate validation cohort of 141 patients. We used Uno’s concordance, calibration curve, and decision curve (DCA) analysis to evaluate the discrimination, calibration, and clinical net benefit of the model. RESULTS: A total of 59 (19.1%) patients in the derivation cohort and 42 (29.8%) patients in the validation cohort died over the course of 1 year. A prognostic model in nomogram form was developed with predictors including age [hazard ratio (HR): 1.25; 95% confidence interval (CI): 0.92–1.71], total serum bilirubin (HR: 1.66; 95% CI: 1.28–2.14), serum sodium (HR: 0.94; 95% CI: 0.90–0.98), history of hypertension (HR: 2.52; 95% CI: 1.44–4.41) and hepatic encephalopathy (HR: 2.06; 95% CI: 1.13–3.73). The nomogram had a higher concordance (0.79) compared with the model end-stage liver disease (0.67) or Child-Turcotte-Pugh (0.71) score. The nomogram also showed acceptable calibration (calibration slope, 1.12; Bier score, 0.15±0.21) and optimal clinical net benefit in the validation cohort. CONCLUSIONS: This prediction model developed based on characteristics of first-ever SBP patients may benefit the prediction of patients’ 1-year survival. |
format | Online Article Text |
id | pubmed-8516845 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | XIA & HE Publishing Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85168452021-10-28 Development and Validation of a Prognostic Model for One-year Survival of Cirrhosis Patients with First-ever Spontaneous Bacterial Peritonitis Wang, Rui-Rui Gu, Hong-Qiu Wei, Ying-Ying Yang, Jin-Xiang Hou, Yi-Xin Liu, Hui-Min Yang, Zhi-Yun Wang, Xian-Bo Jiang, Yu-Yong J Clin Transl Hepatol Original Article BACKGROUND AND AIMS: Spontaneous bacterial peritonitis (SBP) is one of the leading causes of death in patients with liver cirrhosis. We aimed to establish a prognostic model to evaluate the 1-year survival of cirrhosis patients after the first episode of SBP. METHODS: A prognostic model was developed based on a retrospective derivation cohort of 309 cirrhosis patients with first-ever SBP and was validated in a separate validation cohort of 141 patients. We used Uno’s concordance, calibration curve, and decision curve (DCA) analysis to evaluate the discrimination, calibration, and clinical net benefit of the model. RESULTS: A total of 59 (19.1%) patients in the derivation cohort and 42 (29.8%) patients in the validation cohort died over the course of 1 year. A prognostic model in nomogram form was developed with predictors including age [hazard ratio (HR): 1.25; 95% confidence interval (CI): 0.92–1.71], total serum bilirubin (HR: 1.66; 95% CI: 1.28–2.14), serum sodium (HR: 0.94; 95% CI: 0.90–0.98), history of hypertension (HR: 2.52; 95% CI: 1.44–4.41) and hepatic encephalopathy (HR: 2.06; 95% CI: 1.13–3.73). The nomogram had a higher concordance (0.79) compared with the model end-stage liver disease (0.67) or Child-Turcotte-Pugh (0.71) score. The nomogram also showed acceptable calibration (calibration slope, 1.12; Bier score, 0.15±0.21) and optimal clinical net benefit in the validation cohort. CONCLUSIONS: This prediction model developed based on characteristics of first-ever SBP patients may benefit the prediction of patients’ 1-year survival. XIA & HE Publishing Inc. 2021-10-28 2021-05-24 /pmc/articles/PMC8516845/ /pubmed/34722179 http://dx.doi.org/10.14218/JCTH.2021.00031 Text en © 2021 Authors. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-Noncommercial 4.0 International License (CC BY-NC 4.0), permitting all non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Wang, Rui-Rui Gu, Hong-Qiu Wei, Ying-Ying Yang, Jin-Xiang Hou, Yi-Xin Liu, Hui-Min Yang, Zhi-Yun Wang, Xian-Bo Jiang, Yu-Yong Development and Validation of a Prognostic Model for One-year Survival of Cirrhosis Patients with First-ever Spontaneous Bacterial Peritonitis |
title | Development and Validation of a Prognostic Model for One-year Survival of Cirrhosis Patients with First-ever Spontaneous Bacterial Peritonitis |
title_full | Development and Validation of a Prognostic Model for One-year Survival of Cirrhosis Patients with First-ever Spontaneous Bacterial Peritonitis |
title_fullStr | Development and Validation of a Prognostic Model for One-year Survival of Cirrhosis Patients with First-ever Spontaneous Bacterial Peritonitis |
title_full_unstemmed | Development and Validation of a Prognostic Model for One-year Survival of Cirrhosis Patients with First-ever Spontaneous Bacterial Peritonitis |
title_short | Development and Validation of a Prognostic Model for One-year Survival of Cirrhosis Patients with First-ever Spontaneous Bacterial Peritonitis |
title_sort | development and validation of a prognostic model for one-year survival of cirrhosis patients with first-ever spontaneous bacterial peritonitis |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8516845/ https://www.ncbi.nlm.nih.gov/pubmed/34722179 http://dx.doi.org/10.14218/JCTH.2021.00031 |
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