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Prognostic nomogram for hepatocellular carcinoma with radiofrequency ablation: a retrospective cohort study
BACKGROUND: Radiofrequency ablation (RFA) is an effective treatment option for hepatocellular carcinoma (HCC). This study aimed to analyze the prognostic factors of HCC patients treated with RFA and to develop nomograms for outcome prediction. METHODS: A total of 3142 HCC patients treated with RFA w...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8243759/ https://www.ncbi.nlm.nih.gov/pubmed/34187430 http://dx.doi.org/10.1186/s12885-021-08505-0 |
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author | Lu, Zhenhua Sun, Zhen Liu, Chengyu Shi, Xiaolei Li, Rui Shao, Weiwei Zheng, Yangyang Li, Yao Song, Jinghai |
author_facet | Lu, Zhenhua Sun, Zhen Liu, Chengyu Shi, Xiaolei Li, Rui Shao, Weiwei Zheng, Yangyang Li, Yao Song, Jinghai |
author_sort | Lu, Zhenhua |
collection | PubMed |
description | BACKGROUND: Radiofrequency ablation (RFA) is an effective treatment option for hepatocellular carcinoma (HCC). This study aimed to analyze the prognostic factors of HCC patients treated with RFA and to develop nomograms for outcome prediction. METHODS: A total of 3142 HCC patients treated with RFA were recruited, and their data were collected from the Surveillance, Epidemiology, and End Results database. Univariate and multifactor Cox analyses were performed to identify independent prognostic factors. These factors were integrated into a nomogram to predict 3- and 5-year cancer-specific survival (CSS) and overall survival (OS). Consistency indices and calibration plots were used to assess the accuracy of the nomograms in both the internal and external cohorts. RESULTS: The median follow-up periods for HCC patients treated with RFA were 27 and 29 months for OS and CSS, respectively. Marital status, age, race, histological grade of differentiation, tumor size, T stage, and serum alpha-fetoprotein levels at the time of diagnosis were identified as prognostic factors for OS and CSS. Additionally, M stage was identified as risk factors for OS. These risk factors are included in the nomogram. The calibration plots of the OS and CSS nomograms showed excellent consistency between actual survival and nomogram predictions. The bootstrap-corrected concordance indices of the OS and CSS nomograms were 0.637 (95% CI, 0.628–0.646) and 0.670 (95% 0.661–0.679), respectively. Importantly, our nomogram performed better discriminatory compared with 8th edition tumor-node-metastasis (TNM) stage system for predicting OS and CSS. CONCLUSIONS: We identified prognostic factors for HCC patients treated with RFA and provided an accurate and personalized survival prediction scheme. |
format | Online Article Text |
id | pubmed-8243759 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82437592021-06-30 Prognostic nomogram for hepatocellular carcinoma with radiofrequency ablation: a retrospective cohort study Lu, Zhenhua Sun, Zhen Liu, Chengyu Shi, Xiaolei Li, Rui Shao, Weiwei Zheng, Yangyang Li, Yao Song, Jinghai BMC Cancer Research Article BACKGROUND: Radiofrequency ablation (RFA) is an effective treatment option for hepatocellular carcinoma (HCC). This study aimed to analyze the prognostic factors of HCC patients treated with RFA and to develop nomograms for outcome prediction. METHODS: A total of 3142 HCC patients treated with RFA were recruited, and their data were collected from the Surveillance, Epidemiology, and End Results database. Univariate and multifactor Cox analyses were performed to identify independent prognostic factors. These factors were integrated into a nomogram to predict 3- and 5-year cancer-specific survival (CSS) and overall survival (OS). Consistency indices and calibration plots were used to assess the accuracy of the nomograms in both the internal and external cohorts. RESULTS: The median follow-up periods for HCC patients treated with RFA were 27 and 29 months for OS and CSS, respectively. Marital status, age, race, histological grade of differentiation, tumor size, T stage, and serum alpha-fetoprotein levels at the time of diagnosis were identified as prognostic factors for OS and CSS. Additionally, M stage was identified as risk factors for OS. These risk factors are included in the nomogram. The calibration plots of the OS and CSS nomograms showed excellent consistency between actual survival and nomogram predictions. The bootstrap-corrected concordance indices of the OS and CSS nomograms were 0.637 (95% CI, 0.628–0.646) and 0.670 (95% 0.661–0.679), respectively. Importantly, our nomogram performed better discriminatory compared with 8th edition tumor-node-metastasis (TNM) stage system for predicting OS and CSS. CONCLUSIONS: We identified prognostic factors for HCC patients treated with RFA and provided an accurate and personalized survival prediction scheme. BioMed Central 2021-06-29 /pmc/articles/PMC8243759/ /pubmed/34187430 http://dx.doi.org/10.1186/s12885-021-08505-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Lu, Zhenhua Sun, Zhen Liu, Chengyu Shi, Xiaolei Li, Rui Shao, Weiwei Zheng, Yangyang Li, Yao Song, Jinghai Prognostic nomogram for hepatocellular carcinoma with radiofrequency ablation: a retrospective cohort study |
title | Prognostic nomogram for hepatocellular carcinoma with radiofrequency ablation: a retrospective cohort study |
title_full | Prognostic nomogram for hepatocellular carcinoma with radiofrequency ablation: a retrospective cohort study |
title_fullStr | Prognostic nomogram for hepatocellular carcinoma with radiofrequency ablation: a retrospective cohort study |
title_full_unstemmed | Prognostic nomogram for hepatocellular carcinoma with radiofrequency ablation: a retrospective cohort study |
title_short | Prognostic nomogram for hepatocellular carcinoma with radiofrequency ablation: a retrospective cohort study |
title_sort | prognostic nomogram for hepatocellular carcinoma with radiofrequency ablation: a retrospective cohort study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8243759/ https://www.ncbi.nlm.nih.gov/pubmed/34187430 http://dx.doi.org/10.1186/s12885-021-08505-0 |
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