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Novel Prognostic Nomograms for Hepatocellular Carcinoma Patients with Microvascular Invasion: Experience from a Single Center
BACKGROUND/AIMS: Microvascular invasion (MVI) is an established risk factor for hepatocellular carcinoma (HCC). However, prediction models that specifically focus on the individual prognoses of HCC patients with MVI is lacking. METHODS: A total of 385 HCC patients with MVI were randomly assigned to...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Editorial Office of Gut and Liver
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6860039/ https://www.ncbi.nlm.nih.gov/pubmed/30970430 http://dx.doi.org/10.5009/gnl18489 |
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author | Xu, Liangliang Li, Lian Wang, Peng Zhang, Ming Zhang, Yanfang Hao, Xiangyong Yan, Lvnan Li, Bo Wen, Tianfu Xu, Mingqing |
author_facet | Xu, Liangliang Li, Lian Wang, Peng Zhang, Ming Zhang, Yanfang Hao, Xiangyong Yan, Lvnan Li, Bo Wen, Tianfu Xu, Mingqing |
author_sort | Xu, Liangliang |
collection | PubMed |
description | BACKGROUND/AIMS: Microvascular invasion (MVI) is an established risk factor for hepatocellular carcinoma (HCC). However, prediction models that specifically focus on the individual prognoses of HCC patients with MVI is lacking. METHODS: A total of 385 HCC patients with MVI were randomly assigned to training and validation cohorts in a 2:1 ratio. The outcomes were disease-free survival (DFS) and overall survival (OS). Prognostic nomograms were established based on the results of multivariate analyses. The concordance index (C-index), calibration plots and Kaplan-Meier curves were employed to evaluate the accuracy, calibration and discriminatory ability of the models. RESULTS: The independent risk factors for both DFS and OS included age, tumor size, tumor number, the presence of gross vascular invasion, and the presence of Glisson’s capsule invasion. The platelet-to-lymphocyte ratio was another risk factor for OS. On the basis of these predictors, two nomograms for DFS and OS were constructed. The C-index values of the nomograms for DFS and OS were 0.712 (95% confidence interval [CI], 0.679 to 0.745; p<0.001) and 0.698 (95% CI, 0.657 to 0.739; p<0.001), respectively, in the training cohort and 0.704 (95% CI, 0.650 to 0.708; p<0.001) and 0.673 (95% CI, 0.607 to 0.739; p<0.001), respectively, in the validation cohort. The calibration curves showed optimal agreement between the predicted and observed survival rates. The Kaplan-Meier curves suggested that these two nomograms had satisfactory discriminatory abilities. CONCLUSIONS: These novel predictive models have satisfactory accuracy and discriminatory abilities in predicting the prognosis of HCC patients with MVI after hepatectomy. |
format | Online Article Text |
id | pubmed-6860039 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Editorial Office of Gut and Liver |
record_format | MEDLINE/PubMed |
spelling | pubmed-68600392019-11-27 Novel Prognostic Nomograms for Hepatocellular Carcinoma Patients with Microvascular Invasion: Experience from a Single Center Xu, Liangliang Li, Lian Wang, Peng Zhang, Ming Zhang, Yanfang Hao, Xiangyong Yan, Lvnan Li, Bo Wen, Tianfu Xu, Mingqing Gut Liver Original Article BACKGROUND/AIMS: Microvascular invasion (MVI) is an established risk factor for hepatocellular carcinoma (HCC). However, prediction models that specifically focus on the individual prognoses of HCC patients with MVI is lacking. METHODS: A total of 385 HCC patients with MVI were randomly assigned to training and validation cohorts in a 2:1 ratio. The outcomes were disease-free survival (DFS) and overall survival (OS). Prognostic nomograms were established based on the results of multivariate analyses. The concordance index (C-index), calibration plots and Kaplan-Meier curves were employed to evaluate the accuracy, calibration and discriminatory ability of the models. RESULTS: The independent risk factors for both DFS and OS included age, tumor size, tumor number, the presence of gross vascular invasion, and the presence of Glisson’s capsule invasion. The platelet-to-lymphocyte ratio was another risk factor for OS. On the basis of these predictors, two nomograms for DFS and OS were constructed. The C-index values of the nomograms for DFS and OS were 0.712 (95% confidence interval [CI], 0.679 to 0.745; p<0.001) and 0.698 (95% CI, 0.657 to 0.739; p<0.001), respectively, in the training cohort and 0.704 (95% CI, 0.650 to 0.708; p<0.001) and 0.673 (95% CI, 0.607 to 0.739; p<0.001), respectively, in the validation cohort. The calibration curves showed optimal agreement between the predicted and observed survival rates. The Kaplan-Meier curves suggested that these two nomograms had satisfactory discriminatory abilities. CONCLUSIONS: These novel predictive models have satisfactory accuracy and discriminatory abilities in predicting the prognosis of HCC patients with MVI after hepatectomy. Editorial Office of Gut and Liver 2019-11 2019-07-19 /pmc/articles/PMC6860039/ /pubmed/30970430 http://dx.doi.org/10.5009/gnl18489 Text en Copyright © 2019 by The Korean Society of Gastroenterology, the Korean Society of Gastrointestinal Endoscopy, the Korean Society of Neurogastroenterology and Motility, Korean College of Helicobacter and Upper Gastrointestinal Research, Korean Association the Study of Intestinal Diseases, the Korean Association for the Study of the Liver, Korean Pancreatobiliary Association, and Korean Society of Gastrointestinal Cancer. This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Xu, Liangliang Li, Lian Wang, Peng Zhang, Ming Zhang, Yanfang Hao, Xiangyong Yan, Lvnan Li, Bo Wen, Tianfu Xu, Mingqing Novel Prognostic Nomograms for Hepatocellular Carcinoma Patients with Microvascular Invasion: Experience from a Single Center |
title | Novel Prognostic Nomograms for Hepatocellular Carcinoma Patients with Microvascular Invasion: Experience from a Single Center |
title_full | Novel Prognostic Nomograms for Hepatocellular Carcinoma Patients with Microvascular Invasion: Experience from a Single Center |
title_fullStr | Novel Prognostic Nomograms for Hepatocellular Carcinoma Patients with Microvascular Invasion: Experience from a Single Center |
title_full_unstemmed | Novel Prognostic Nomograms for Hepatocellular Carcinoma Patients with Microvascular Invasion: Experience from a Single Center |
title_short | Novel Prognostic Nomograms for Hepatocellular Carcinoma Patients with Microvascular Invasion: Experience from a Single Center |
title_sort | novel prognostic nomograms for hepatocellular carcinoma patients with microvascular invasion: experience from a single center |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6860039/ https://www.ncbi.nlm.nih.gov/pubmed/30970430 http://dx.doi.org/10.5009/gnl18489 |
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