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Development of a nomogram to predict the risk of hepatocellular carcinoma in patients with hepatitis B-related cirrhosis on antivirals

OBJECTIVE: Patients with compensated hepatitis B-related cirrhosis receiving antivirals are at the risk of hepatocellular carcinoma (HCC). This study aimed to develop and validate a nomogram for predicting the incidence of HCC in patients with hepatitis-B related cirrhosis. DESIGN: A total of 632 pa...

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Autores principales: Shi, Ke, Li, Ping, Zhang, Qun, Zhang, Yi, Bi, Yufei, Zeng, Xuanwei, Wang, Xianbo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9978349/
https://www.ncbi.nlm.nih.gov/pubmed/36874109
http://dx.doi.org/10.3389/fonc.2023.1128062
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author Shi, Ke
Li, Ping
Zhang, Qun
Zhang, Yi
Bi, Yufei
Zeng, Xuanwei
Wang, Xianbo
author_facet Shi, Ke
Li, Ping
Zhang, Qun
Zhang, Yi
Bi, Yufei
Zeng, Xuanwei
Wang, Xianbo
author_sort Shi, Ke
collection PubMed
description OBJECTIVE: Patients with compensated hepatitis B-related cirrhosis receiving antivirals are at the risk of hepatocellular carcinoma (HCC). This study aimed to develop and validate a nomogram for predicting the incidence of HCC in patients with hepatitis-B related cirrhosis. DESIGN: A total of 632 patients with compensated hepatitis-B related cirrhosis treated with entecavir or tenofovir between August 2010 and July 2018 were enrolled. Cox regression analysis was used to identify independent risk factors for HCC and a nomogram was developed using these factors. The area under the receiver operating characteristic curve (AUC), calibration curve, and decision curve analyses were used to evaluate the nomogram performance. The results were validated in an external cohort (n = 324). RESULTS: In the multivariate analysis, age per 10 years, neutrophil–lymphocyte ratio > 1.6, and platelet count < 86×10(9)/L were independent predictors of HCC occurrence. A nomogram was developed to predict HCC risk using these three factors (ranging from 0 to 20). The nomogram showed better performance (AUC: 0.83) than that of the established models (all P < 0.05). The 3-year cumulative HCC incidences in the low- (scores < 4), medium- (4–10), and high-risk (> 10) subgroups were 0.7%, 4.3%, and 17.7%, respectively, in the derivation cohort, and 1.2%, 3.9%, and 17.8%, respectively, in the validation cohort. CONCLUSION: The nomogram showed good discrimination and calibration in estimating HCC risk in patients with hepatitis-B related cirrhosis on antivirals. High-risk patients with a score > 10 points require close surveillance.
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spelling pubmed-99783492023-03-03 Development of a nomogram to predict the risk of hepatocellular carcinoma in patients with hepatitis B-related cirrhosis on antivirals Shi, Ke Li, Ping Zhang, Qun Zhang, Yi Bi, Yufei Zeng, Xuanwei Wang, Xianbo Front Oncol Oncology OBJECTIVE: Patients with compensated hepatitis B-related cirrhosis receiving antivirals are at the risk of hepatocellular carcinoma (HCC). This study aimed to develop and validate a nomogram for predicting the incidence of HCC in patients with hepatitis-B related cirrhosis. DESIGN: A total of 632 patients with compensated hepatitis-B related cirrhosis treated with entecavir or tenofovir between August 2010 and July 2018 were enrolled. Cox regression analysis was used to identify independent risk factors for HCC and a nomogram was developed using these factors. The area under the receiver operating characteristic curve (AUC), calibration curve, and decision curve analyses were used to evaluate the nomogram performance. The results were validated in an external cohort (n = 324). RESULTS: In the multivariate analysis, age per 10 years, neutrophil–lymphocyte ratio > 1.6, and platelet count < 86×10(9)/L were independent predictors of HCC occurrence. A nomogram was developed to predict HCC risk using these three factors (ranging from 0 to 20). The nomogram showed better performance (AUC: 0.83) than that of the established models (all P < 0.05). The 3-year cumulative HCC incidences in the low- (scores < 4), medium- (4–10), and high-risk (> 10) subgroups were 0.7%, 4.3%, and 17.7%, respectively, in the derivation cohort, and 1.2%, 3.9%, and 17.8%, respectively, in the validation cohort. CONCLUSION: The nomogram showed good discrimination and calibration in estimating HCC risk in patients with hepatitis-B related cirrhosis on antivirals. High-risk patients with a score > 10 points require close surveillance. Frontiers Media S.A. 2023-02-16 /pmc/articles/PMC9978349/ /pubmed/36874109 http://dx.doi.org/10.3389/fonc.2023.1128062 Text en Copyright © 2023 Shi, Li, Zhang, Zhang, Bi, Zeng and Wang 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 Oncology
Shi, Ke
Li, Ping
Zhang, Qun
Zhang, Yi
Bi, Yufei
Zeng, Xuanwei
Wang, Xianbo
Development of a nomogram to predict the risk of hepatocellular carcinoma in patients with hepatitis B-related cirrhosis on antivirals
title Development of a nomogram to predict the risk of hepatocellular carcinoma in patients with hepatitis B-related cirrhosis on antivirals
title_full Development of a nomogram to predict the risk of hepatocellular carcinoma in patients with hepatitis B-related cirrhosis on antivirals
title_fullStr Development of a nomogram to predict the risk of hepatocellular carcinoma in patients with hepatitis B-related cirrhosis on antivirals
title_full_unstemmed Development of a nomogram to predict the risk of hepatocellular carcinoma in patients with hepatitis B-related cirrhosis on antivirals
title_short Development of a nomogram to predict the risk of hepatocellular carcinoma in patients with hepatitis B-related cirrhosis on antivirals
title_sort development of a nomogram to predict the risk of hepatocellular carcinoma in patients with hepatitis b-related cirrhosis on antivirals
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9978349/
https://www.ncbi.nlm.nih.gov/pubmed/36874109
http://dx.doi.org/10.3389/fonc.2023.1128062
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