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Development and validation of a nomogram for assessing survival in patients with hepatocellular carcinoma after hepatectomy
Background and aim: Assessing the average survival rate of patients with hepatocellular carcinoma (HCC) after hepatectomy is important for making critical decisions in everyday clinical practice. The present study aims to develop and validate a nomogram for assessing the overall survival probability...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Portland Press Ltd.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7298130/ https://www.ncbi.nlm.nih.gov/pubmed/32478394 http://dx.doi.org/10.1042/BSR20192690 |
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author | Huo, Rong-Rui Liu, Xu Cui, Jing Ma, Liang Huang, Kun-Hua He, Cai-Yi Yang, Yang You, Xue-Mei Yuan, Wei-Ping Xiang, Bang-De Zhong, Jian-Hong Li, Le-Qun |
author_facet | Huo, Rong-Rui Liu, Xu Cui, Jing Ma, Liang Huang, Kun-Hua He, Cai-Yi Yang, Yang You, Xue-Mei Yuan, Wei-Ping Xiang, Bang-De Zhong, Jian-Hong Li, Le-Qun |
author_sort | Huo, Rong-Rui |
collection | PubMed |
description | Background and aim: Assessing the average survival rate of patients with hepatocellular carcinoma (HCC) after hepatectomy is important for making critical decisions in everyday clinical practice. The present study aims to develop and validate a nomogram for assessing the overall survival probability for such patients. Methods: The putative prognostic indicators for constructing the nomogram were identified using multivariable Cox regression and model selection based on the Akaike information criterion. The nomogram was subjected to internal and external validation. The nomogram endpoints were death within 1, 3, and 5 years. Results: A consecutive sample of 522 HCC patients who underwent potentially curative hepatectomy was retrospectively analyzed. Age, Barcelona clinic liver cancer (BCLC) stage, tumor size, alanine transaminase, alpha fetal protein, and serum prealbumin were included in the final model. The nomogram's discriminative ability was good in the training set (C-index was 0.74 for 1 year, 0.73 for 3 years, 0.70 for 5 years) and was validated using both an internal bootstrap method (C-index was 0.73 for 1 year, 0.72 for 3 years, 0.69 for 5 years) and an external validating set (C-index was 0.72 for 1 year, 0.72 for 3 years, 0.69 for 5 years). The calibration plots for the endpoints showed optimal agreement between the nomogram's assessment and actual observations. Conclusions: The nomogram (an Excel-based tool) can be useful for assessing the probability of survival at 1, 3, and 5 years in patients with HCC after hepatectomy. |
format | Online Article Text |
id | pubmed-7298130 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Portland Press Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-72981302020-06-19 Development and validation of a nomogram for assessing survival in patients with hepatocellular carcinoma after hepatectomy Huo, Rong-Rui Liu, Xu Cui, Jing Ma, Liang Huang, Kun-Hua He, Cai-Yi Yang, Yang You, Xue-Mei Yuan, Wei-Ping Xiang, Bang-De Zhong, Jian-Hong Li, Le-Qun Biosci Rep Cancer Background and aim: Assessing the average survival rate of patients with hepatocellular carcinoma (HCC) after hepatectomy is important for making critical decisions in everyday clinical practice. The present study aims to develop and validate a nomogram for assessing the overall survival probability for such patients. Methods: The putative prognostic indicators for constructing the nomogram were identified using multivariable Cox regression and model selection based on the Akaike information criterion. The nomogram was subjected to internal and external validation. The nomogram endpoints were death within 1, 3, and 5 years. Results: A consecutive sample of 522 HCC patients who underwent potentially curative hepatectomy was retrospectively analyzed. Age, Barcelona clinic liver cancer (BCLC) stage, tumor size, alanine transaminase, alpha fetal protein, and serum prealbumin were included in the final model. The nomogram's discriminative ability was good in the training set (C-index was 0.74 for 1 year, 0.73 for 3 years, 0.70 for 5 years) and was validated using both an internal bootstrap method (C-index was 0.73 for 1 year, 0.72 for 3 years, 0.69 for 5 years) and an external validating set (C-index was 0.72 for 1 year, 0.72 for 3 years, 0.69 for 5 years). The calibration plots for the endpoints showed optimal agreement between the nomogram's assessment and actual observations. Conclusions: The nomogram (an Excel-based tool) can be useful for assessing the probability of survival at 1, 3, and 5 years in patients with HCC after hepatectomy. Portland Press Ltd. 2020-06-16 /pmc/articles/PMC7298130/ /pubmed/32478394 http://dx.doi.org/10.1042/BSR20192690 Text en © 2020 The Author(s). https://creativecommons.org/licenses/by/4.0/ This is an open access article published by Portland Press Limited on behalf of the Biochemical Society and distributed under the Creative Commons Attribution License 4.0 (CC BY). |
spellingShingle | Cancer Huo, Rong-Rui Liu, Xu Cui, Jing Ma, Liang Huang, Kun-Hua He, Cai-Yi Yang, Yang You, Xue-Mei Yuan, Wei-Ping Xiang, Bang-De Zhong, Jian-Hong Li, Le-Qun Development and validation of a nomogram for assessing survival in patients with hepatocellular carcinoma after hepatectomy |
title | Development and validation of a nomogram for assessing survival in patients with hepatocellular carcinoma after hepatectomy |
title_full | Development and validation of a nomogram for assessing survival in patients with hepatocellular carcinoma after hepatectomy |
title_fullStr | Development and validation of a nomogram for assessing survival in patients with hepatocellular carcinoma after hepatectomy |
title_full_unstemmed | Development and validation of a nomogram for assessing survival in patients with hepatocellular carcinoma after hepatectomy |
title_short | Development and validation of a nomogram for assessing survival in patients with hepatocellular carcinoma after hepatectomy |
title_sort | development and validation of a nomogram for assessing survival in patients with hepatocellular carcinoma after hepatectomy |
topic | Cancer |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7298130/ https://www.ncbi.nlm.nih.gov/pubmed/32478394 http://dx.doi.org/10.1042/BSR20192690 |
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