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Prognostic nomogram for hepatocellular carcinoma with fibrosis of varying degrees: a retrospective cohort study

BACKGROUND: Hepatocellular carcinoma (HCC) is a common and biologically aggressive malignancy linked to cirrhotic and pre-cirrhotic changes in the liver. We analyzed degrees of fibrosis in affected patients as indices of survival, to establish an effective prognostic nomogram. METHODS: Eligible pati...

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Autores principales: Zhang, Rui, Chen, Jie, Jiang, Yingyi, Wang, Jian, Chen, Shiyao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7723572/
https://www.ncbi.nlm.nih.gov/pubmed/33313174
http://dx.doi.org/10.21037/atm-20-3267
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author Zhang, Rui
Chen, Jie
Jiang, Yingyi
Wang, Jian
Chen, Shiyao
author_facet Zhang, Rui
Chen, Jie
Jiang, Yingyi
Wang, Jian
Chen, Shiyao
author_sort Zhang, Rui
collection PubMed
description BACKGROUND: Hepatocellular carcinoma (HCC) is a common and biologically aggressive malignancy linked to cirrhotic and pre-cirrhotic changes in the liver. We analyzed degrees of fibrosis in affected patients as indices of survival, to establish an effective prognostic nomogram. METHODS: Eligible patients with HCC and hepatic fibrosis, of varying degrees, were selected from the Surveillance, Epidemiology, and End Results (SEER) database for propensity score matching (PSM). The prognostic value of data was determined using Kaplan-Meier and Cox proportional hazards model. A nomogram based on variables derived from multivariate analyses was established and subjected to internal validation. Its predictive accuracy was tested by concordance index (C-index) and calibration plots. RESULTS: In this propensity score-matched cohort, advanced fibrosis/cirrhosis (vs. none-to-moderate fibrosis) correlated with poorer survival [hazard ratio (HR): 1.131, 95% confidence interval (CI): 1.032–1.240; P=0.009]. Multivariate analysis identified the following as independent risk factors for HCC: age >63 years, higher fibrosis score, American Joint Cancer Committee (AJCC) stages T3–4, distant metastasis (M1), tumor size >1 cm, major vascular invasion, and elevated alpha-fetoprotein (AFP) level. A nomogram that integrated these factors offered a superior prognostic prediction for HCC patients (C-index: 0.749, 95% CI: 0.7485–0.7495) relative to conventional tumor staging the AJCC tumor-node-metastasis (TNM) staging system (0.730). In calibration plots, optimal agreement between nomogram-predicted and observed survival was evident. CONCLUSIONS: Increased fibrosis was an independent risk factor for survival of HCC patients. A prognostic nomogram integrating fibrosis score and other independent risk factors offered more accurate depictions in this regard.
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spelling pubmed-77235722020-12-10 Prognostic nomogram for hepatocellular carcinoma with fibrosis of varying degrees: a retrospective cohort study Zhang, Rui Chen, Jie Jiang, Yingyi Wang, Jian Chen, Shiyao Ann Transl Med Original Article BACKGROUND: Hepatocellular carcinoma (HCC) is a common and biologically aggressive malignancy linked to cirrhotic and pre-cirrhotic changes in the liver. We analyzed degrees of fibrosis in affected patients as indices of survival, to establish an effective prognostic nomogram. METHODS: Eligible patients with HCC and hepatic fibrosis, of varying degrees, were selected from the Surveillance, Epidemiology, and End Results (SEER) database for propensity score matching (PSM). The prognostic value of data was determined using Kaplan-Meier and Cox proportional hazards model. A nomogram based on variables derived from multivariate analyses was established and subjected to internal validation. Its predictive accuracy was tested by concordance index (C-index) and calibration plots. RESULTS: In this propensity score-matched cohort, advanced fibrosis/cirrhosis (vs. none-to-moderate fibrosis) correlated with poorer survival [hazard ratio (HR): 1.131, 95% confidence interval (CI): 1.032–1.240; P=0.009]. Multivariate analysis identified the following as independent risk factors for HCC: age >63 years, higher fibrosis score, American Joint Cancer Committee (AJCC) stages T3–4, distant metastasis (M1), tumor size >1 cm, major vascular invasion, and elevated alpha-fetoprotein (AFP) level. A nomogram that integrated these factors offered a superior prognostic prediction for HCC patients (C-index: 0.749, 95% CI: 0.7485–0.7495) relative to conventional tumor staging the AJCC tumor-node-metastasis (TNM) staging system (0.730). In calibration plots, optimal agreement between nomogram-predicted and observed survival was evident. CONCLUSIONS: Increased fibrosis was an independent risk factor for survival of HCC patients. A prognostic nomogram integrating fibrosis score and other independent risk factors offered more accurate depictions in this regard. AME Publishing Company 2020-11 /pmc/articles/PMC7723572/ /pubmed/33313174 http://dx.doi.org/10.21037/atm-20-3267 Text en 2020 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Original Article
Zhang, Rui
Chen, Jie
Jiang, Yingyi
Wang, Jian
Chen, Shiyao
Prognostic nomogram for hepatocellular carcinoma with fibrosis of varying degrees: a retrospective cohort study
title Prognostic nomogram for hepatocellular carcinoma with fibrosis of varying degrees: a retrospective cohort study
title_full Prognostic nomogram for hepatocellular carcinoma with fibrosis of varying degrees: a retrospective cohort study
title_fullStr Prognostic nomogram for hepatocellular carcinoma with fibrosis of varying degrees: a retrospective cohort study
title_full_unstemmed Prognostic nomogram for hepatocellular carcinoma with fibrosis of varying degrees: a retrospective cohort study
title_short Prognostic nomogram for hepatocellular carcinoma with fibrosis of varying degrees: a retrospective cohort study
title_sort prognostic nomogram for hepatocellular carcinoma with fibrosis of varying degrees: a retrospective cohort study
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7723572/
https://www.ncbi.nlm.nih.gov/pubmed/33313174
http://dx.doi.org/10.21037/atm-20-3267
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