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Prognosis prediction performs better in patients with non-cirrhosis hepatitis B virus-related acute-on-chronic liver failure than those with cirrhosis

BACKGROUND: The accurate prediction of the outcome of hepatitis B virus-related acute-on-chronic liver failure (HBV-ACLF) is impeded by population heterogeneity. The study aimed to assess the impact of underlying cirrhosis on the performance of clinical prediction models (CPMs). METHODS: Using data...

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Autores principales: Yu, Xia, Li, Hai, Tan, Wenting, Wang, Xianbo, Zheng, Xin, Huang, Yan, Li, Beiling, Meng, Zhongji, Gao, Yanhang, Qian, Zhiping, Liu, Feng, Lu, Xiaobo, Shang, Jia, Yan, Huadong, Zheng, Yubao, Zhang, Weituo, Yin, Shan, Gu, Wenyi, Deng, Guohong, Xiang, Xiaomei, Zhou, Yi, Hou, Yixin, Zhang, Qun, Xiong, Shue, Liu, Jing, Chen, Ruochan, Long, Liyuan, Chen, Jinjun, Jiang, Xiuhua, Luo, Sen, Chen, Yuanyuan, Jiang, Chang, Zhao, Jinming, Ji, Liujuan, Mei, Xue, Li, Jing, Li, Tao, Zheng, Rongjiong, Zhou, Xinyi, Ren, Haotang, Sheng, Jifang, Shi, Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9780594/
https://www.ncbi.nlm.nih.gov/pubmed/36569093
http://dx.doi.org/10.3389/fmicb.2022.1013439
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author Yu, Xia
Li, Hai
Tan, Wenting
Wang, Xianbo
Zheng, Xin
Huang, Yan
Li, Beiling
Meng, Zhongji
Gao, Yanhang
Qian, Zhiping
Liu, Feng
Lu, Xiaobo
Shang, Jia
Yan, Huadong
Zheng, Yubao
Zhang, Weituo
Yin, Shan
Gu, Wenyi
Deng, Guohong
Xiang, Xiaomei
Zhou, Yi
Hou, Yixin
Zhang, Qun
Xiong, Shue
Liu, Jing
Chen, Ruochan
Long, Liyuan
Chen, Jinjun
Jiang, Xiuhua
Luo, Sen
Chen, Yuanyuan
Jiang, Chang
Zhao, Jinming
Ji, Liujuan
Mei, Xue
Li, Jing
Li, Tao
Zheng, Rongjiong
Zhou, Xinyi
Ren, Haotang
Sheng, Jifang
Shi, Yu
author_facet Yu, Xia
Li, Hai
Tan, Wenting
Wang, Xianbo
Zheng, Xin
Huang, Yan
Li, Beiling
Meng, Zhongji
Gao, Yanhang
Qian, Zhiping
Liu, Feng
Lu, Xiaobo
Shang, Jia
Yan, Huadong
Zheng, Yubao
Zhang, Weituo
Yin, Shan
Gu, Wenyi
Deng, Guohong
Xiang, Xiaomei
Zhou, Yi
Hou, Yixin
Zhang, Qun
Xiong, Shue
Liu, Jing
Chen, Ruochan
Long, Liyuan
Chen, Jinjun
Jiang, Xiuhua
Luo, Sen
Chen, Yuanyuan
Jiang, Chang
Zhao, Jinming
Ji, Liujuan
Mei, Xue
Li, Jing
Li, Tao
Zheng, Rongjiong
Zhou, Xinyi
Ren, Haotang
Sheng, Jifang
Shi, Yu
author_sort Yu, Xia
collection PubMed
description BACKGROUND: The accurate prediction of the outcome of hepatitis B virus-related acute-on-chronic liver failure (HBV-ACLF) is impeded by population heterogeneity. The study aimed to assess the impact of underlying cirrhosis on the performance of clinical prediction models (CPMs). METHODS: Using data from two multicenter, prospective cohorts of patients with HBV-ACLF, the discrimination, calibration, and clinical benefit were assessed for CPMs predicting 28-day and 90-day outcomes in patients with cirrhosis and those without, respectively. RESULTS: A total of 919 patients with HBV-ACLF were identified by Chinese Group on the Study of Severe Hepatitis B (COSSH) criteria, including 675 with cirrhosis and 244 without. COSSH-ACLF IIs, COSSH-ACLFs, Chronic Liver Failure-Consortium Acute-on-Chronic Liver Failure score (CLIF-C ACLFs), Tongji Prognostic Predictor Model score (TPPMs), Model for End-Stage Liver Disease score (MELDs), and MELD-Sodium score (MELD-Nas) were all strong predictors of short-term mortality in patients with HBV-ACLF. In contrast to a high model discriminative capacity in ACLF without cirrhosis, each prognostic model represents a marked decline of C-index, net reclassification index (NRI), and integrated discrimination improvement (IDI) in predicting either 28-day or 90-day prognosis of patients with cirrhosis. The hazard analysis identified largely overlapping risk factors of poor outcomes in both subgroups, while serum bilirubin was specifically associated with short-term mortality in patients with cirrhosis and blood urea nitrogen in patients without cirrhosis. A subgroup analysis in patients with cirrhosis showed a decline of discrimination of CPMS in those with ascites or infections compared to that in those without. CONCLUSION: Predicting the short-term outcome of HBV-ACLF by CPMs is optimal in patients without cirrhosis but limited in those with cirrhosis, at least partially due to the complicated ascites or infections.
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spelling pubmed-97805942022-12-24 Prognosis prediction performs better in patients with non-cirrhosis hepatitis B virus-related acute-on-chronic liver failure than those with cirrhosis Yu, Xia Li, Hai Tan, Wenting Wang, Xianbo Zheng, Xin Huang, Yan Li, Beiling Meng, Zhongji Gao, Yanhang Qian, Zhiping Liu, Feng Lu, Xiaobo Shang, Jia Yan, Huadong Zheng, Yubao Zhang, Weituo Yin, Shan Gu, Wenyi Deng, Guohong Xiang, Xiaomei Zhou, Yi Hou, Yixin Zhang, Qun Xiong, Shue Liu, Jing Chen, Ruochan Long, Liyuan Chen, Jinjun Jiang, Xiuhua Luo, Sen Chen, Yuanyuan Jiang, Chang Zhao, Jinming Ji, Liujuan Mei, Xue Li, Jing Li, Tao Zheng, Rongjiong Zhou, Xinyi Ren, Haotang Sheng, Jifang Shi, Yu Front Microbiol Microbiology BACKGROUND: The accurate prediction of the outcome of hepatitis B virus-related acute-on-chronic liver failure (HBV-ACLF) is impeded by population heterogeneity. The study aimed to assess the impact of underlying cirrhosis on the performance of clinical prediction models (CPMs). METHODS: Using data from two multicenter, prospective cohorts of patients with HBV-ACLF, the discrimination, calibration, and clinical benefit were assessed for CPMs predicting 28-day and 90-day outcomes in patients with cirrhosis and those without, respectively. RESULTS: A total of 919 patients with HBV-ACLF were identified by Chinese Group on the Study of Severe Hepatitis B (COSSH) criteria, including 675 with cirrhosis and 244 without. COSSH-ACLF IIs, COSSH-ACLFs, Chronic Liver Failure-Consortium Acute-on-Chronic Liver Failure score (CLIF-C ACLFs), Tongji Prognostic Predictor Model score (TPPMs), Model for End-Stage Liver Disease score (MELDs), and MELD-Sodium score (MELD-Nas) were all strong predictors of short-term mortality in patients with HBV-ACLF. In contrast to a high model discriminative capacity in ACLF without cirrhosis, each prognostic model represents a marked decline of C-index, net reclassification index (NRI), and integrated discrimination improvement (IDI) in predicting either 28-day or 90-day prognosis of patients with cirrhosis. The hazard analysis identified largely overlapping risk factors of poor outcomes in both subgroups, while serum bilirubin was specifically associated with short-term mortality in patients with cirrhosis and blood urea nitrogen in patients without cirrhosis. A subgroup analysis in patients with cirrhosis showed a decline of discrimination of CPMS in those with ascites or infections compared to that in those without. CONCLUSION: Predicting the short-term outcome of HBV-ACLF by CPMs is optimal in patients without cirrhosis but limited in those with cirrhosis, at least partially due to the complicated ascites or infections. Frontiers Media S.A. 2022-12-09 /pmc/articles/PMC9780594/ /pubmed/36569093 http://dx.doi.org/10.3389/fmicb.2022.1013439 Text en Copyright © 2022 Yu, Li, Tan, Wang, Zheng, Huang, Li, Meng, Gao, Qian, Liu, Lu, Shang, Yan, Zheng, Zhang, Yin, Gu, Deng, Xiang, Zhou, Hou, Zhang, Xiong, Liu, Chen, Long, Chen, Jiang, Luo, Chen, Jiang, Zhao, Ji, Mei, Li, Li, Zheng, Zhou, Ren, Sheng and Shi. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Microbiology
Yu, Xia
Li, Hai
Tan, Wenting
Wang, Xianbo
Zheng, Xin
Huang, Yan
Li, Beiling
Meng, Zhongji
Gao, Yanhang
Qian, Zhiping
Liu, Feng
Lu, Xiaobo
Shang, Jia
Yan, Huadong
Zheng, Yubao
Zhang, Weituo
Yin, Shan
Gu, Wenyi
Deng, Guohong
Xiang, Xiaomei
Zhou, Yi
Hou, Yixin
Zhang, Qun
Xiong, Shue
Liu, Jing
Chen, Ruochan
Long, Liyuan
Chen, Jinjun
Jiang, Xiuhua
Luo, Sen
Chen, Yuanyuan
Jiang, Chang
Zhao, Jinming
Ji, Liujuan
Mei, Xue
Li, Jing
Li, Tao
Zheng, Rongjiong
Zhou, Xinyi
Ren, Haotang
Sheng, Jifang
Shi, Yu
Prognosis prediction performs better in patients with non-cirrhosis hepatitis B virus-related acute-on-chronic liver failure than those with cirrhosis
title Prognosis prediction performs better in patients with non-cirrhosis hepatitis B virus-related acute-on-chronic liver failure than those with cirrhosis
title_full Prognosis prediction performs better in patients with non-cirrhosis hepatitis B virus-related acute-on-chronic liver failure than those with cirrhosis
title_fullStr Prognosis prediction performs better in patients with non-cirrhosis hepatitis B virus-related acute-on-chronic liver failure than those with cirrhosis
title_full_unstemmed Prognosis prediction performs better in patients with non-cirrhosis hepatitis B virus-related acute-on-chronic liver failure than those with cirrhosis
title_short Prognosis prediction performs better in patients with non-cirrhosis hepatitis B virus-related acute-on-chronic liver failure than those with cirrhosis
title_sort prognosis prediction performs better in patients with non-cirrhosis hepatitis b virus-related acute-on-chronic liver failure than those with cirrhosis
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9780594/
https://www.ncbi.nlm.nih.gov/pubmed/36569093
http://dx.doi.org/10.3389/fmicb.2022.1013439
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