Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Portland Press Ltd. 2020
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
_version_ 1783547152275865600
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
work_keys_str_mv AT huorongrui developmentandvalidationofanomogramforassessingsurvivalinpatientswithhepatocellularcarcinomaafterhepatectomy
AT liuxu developmentandvalidationofanomogramforassessingsurvivalinpatientswithhepatocellularcarcinomaafterhepatectomy
AT cuijing developmentandvalidationofanomogramforassessingsurvivalinpatientswithhepatocellularcarcinomaafterhepatectomy
AT maliang developmentandvalidationofanomogramforassessingsurvivalinpatientswithhepatocellularcarcinomaafterhepatectomy
AT huangkunhua developmentandvalidationofanomogramforassessingsurvivalinpatientswithhepatocellularcarcinomaafterhepatectomy
AT hecaiyi developmentandvalidationofanomogramforassessingsurvivalinpatientswithhepatocellularcarcinomaafterhepatectomy
AT yangyang developmentandvalidationofanomogramforassessingsurvivalinpatientswithhepatocellularcarcinomaafterhepatectomy
AT youxuemei developmentandvalidationofanomogramforassessingsurvivalinpatientswithhepatocellularcarcinomaafterhepatectomy
AT yuanweiping developmentandvalidationofanomogramforassessingsurvivalinpatientswithhepatocellularcarcinomaafterhepatectomy
AT xiangbangde developmentandvalidationofanomogramforassessingsurvivalinpatientswithhepatocellularcarcinomaafterhepatectomy
AT zhongjianhong developmentandvalidationofanomogramforassessingsurvivalinpatientswithhepatocellularcarcinomaafterhepatectomy
AT lilequn developmentandvalidationofanomogramforassessingsurvivalinpatientswithhepatocellularcarcinomaafterhepatectomy