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Nomogram for individualized prediction of recurrence after postoperative adjuvant TACE for hepatitis B virus-related hepatocellular carcinoma
This study sought to develop an effective and reliable nomogram for predictions of recurrence for postoperative adjuvant transarterial chemoembolization (PA-TACE) in patients with hepatitis B virus-related (HBV) hepatocellular carcinoma (HCC). The nomogram was established based on data obtained from...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer Health
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5556198/ https://www.ncbi.nlm.nih.gov/pubmed/28796032 http://dx.doi.org/10.1097/MD.0000000000007390 |
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author | Jiang, Jiang Hu, Hao Liu, Rong Wang, Jian Hua Long, Xiao Ran Fan, Jia Yan, Zhi Ping |
author_facet | Jiang, Jiang Hu, Hao Liu, Rong Wang, Jian Hua Long, Xiao Ran Fan, Jia Yan, Zhi Ping |
author_sort | Jiang, Jiang |
collection | PubMed |
description | This study sought to develop an effective and reliable nomogram for predictions of recurrence for postoperative adjuvant transarterial chemoembolization (PA-TACE) in patients with hepatitis B virus-related (HBV) hepatocellular carcinoma (HCC). The nomogram was established based on data obtained from a retrospective study on 235 consecutive patients with HBV HCC who received PA-TACE as an initial therapy from 2006 to 2010 in our center. Eighty-four patients who were collected at another institution between 01/2008 and 12/2010 served as an external validation set. Recurrence-free survival (RFS) was collected. The nomogram for tumor recurrence was developed based on the data obtained before the PA-TACE procedure. Predictive accuracy and discriminative ability of the nomogram were assessed by concordance index (C-index), calibration curves, and validation set. The 1, 2, 3-year RFS rates were 55.5%, 27.0%, and 14.1%, respectively, in the patients from the derivation set and 60.7%, 33.2%, and 23.8% in those from the validation set. Four risk factors (HBV-DNA level, vascular invasion, change of Child–Pugh score, and tumor diameter) in the multivariate analysis were significantly associated with RFS. The statistical nomogram incorporated these 4 factors achieved good calibration and discriminatory abilities with the c-index of 0.74 (95% CI 0.66–0.82). The findings were supported by the independent external validation set (c-index, 0.70; 95% CI 0.58–0.83). The area under the receiver operating characteristic curve in our model was greater than those of conventional staging systems in the validation patients (corresponding c-indices, 0.56–0.64). The novel nomogram may achieve an optimal prediction for recurrence outcome in HBV-related HCC with PA-TACE. |
format | Online Article Text |
id | pubmed-5556198 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Wolters Kluwer Health |
record_format | MEDLINE/PubMed |
spelling | pubmed-55561982017-08-25 Nomogram for individualized prediction of recurrence after postoperative adjuvant TACE for hepatitis B virus-related hepatocellular carcinoma Jiang, Jiang Hu, Hao Liu, Rong Wang, Jian Hua Long, Xiao Ran Fan, Jia Yan, Zhi Ping Medicine (Baltimore) 4500 This study sought to develop an effective and reliable nomogram for predictions of recurrence for postoperative adjuvant transarterial chemoembolization (PA-TACE) in patients with hepatitis B virus-related (HBV) hepatocellular carcinoma (HCC). The nomogram was established based on data obtained from a retrospective study on 235 consecutive patients with HBV HCC who received PA-TACE as an initial therapy from 2006 to 2010 in our center. Eighty-four patients who were collected at another institution between 01/2008 and 12/2010 served as an external validation set. Recurrence-free survival (RFS) was collected. The nomogram for tumor recurrence was developed based on the data obtained before the PA-TACE procedure. Predictive accuracy and discriminative ability of the nomogram were assessed by concordance index (C-index), calibration curves, and validation set. The 1, 2, 3-year RFS rates were 55.5%, 27.0%, and 14.1%, respectively, in the patients from the derivation set and 60.7%, 33.2%, and 23.8% in those from the validation set. Four risk factors (HBV-DNA level, vascular invasion, change of Child–Pugh score, and tumor diameter) in the multivariate analysis were significantly associated with RFS. The statistical nomogram incorporated these 4 factors achieved good calibration and discriminatory abilities with the c-index of 0.74 (95% CI 0.66–0.82). The findings were supported by the independent external validation set (c-index, 0.70; 95% CI 0.58–0.83). The area under the receiver operating characteristic curve in our model was greater than those of conventional staging systems in the validation patients (corresponding c-indices, 0.56–0.64). The novel nomogram may achieve an optimal prediction for recurrence outcome in HBV-related HCC with PA-TACE. Wolters Kluwer Health 2017-08-11 /pmc/articles/PMC5556198/ /pubmed/28796032 http://dx.doi.org/10.1097/MD.0000000000007390 Text en Copyright © 2017 the Author(s). Published by Wolters Kluwer Health, Inc. http://creativecommons.org/licenses/by-nc/4.0 This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial License 4.0 (CCBY-NC), where it is permissible to download, share, remix, transform, and buildup the work provided it is properly cited. The work cannot be used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc/4.0 |
spellingShingle | 4500 Jiang, Jiang Hu, Hao Liu, Rong Wang, Jian Hua Long, Xiao Ran Fan, Jia Yan, Zhi Ping Nomogram for individualized prediction of recurrence after postoperative adjuvant TACE for hepatitis B virus-related hepatocellular carcinoma |
title | Nomogram for individualized prediction of recurrence after postoperative adjuvant TACE for hepatitis B virus-related hepatocellular carcinoma |
title_full | Nomogram for individualized prediction of recurrence after postoperative adjuvant TACE for hepatitis B virus-related hepatocellular carcinoma |
title_fullStr | Nomogram for individualized prediction of recurrence after postoperative adjuvant TACE for hepatitis B virus-related hepatocellular carcinoma |
title_full_unstemmed | Nomogram for individualized prediction of recurrence after postoperative adjuvant TACE for hepatitis B virus-related hepatocellular carcinoma |
title_short | Nomogram for individualized prediction of recurrence after postoperative adjuvant TACE for hepatitis B virus-related hepatocellular carcinoma |
title_sort | nomogram for individualized prediction of recurrence after postoperative adjuvant tace for hepatitis b virus-related hepatocellular carcinoma |
topic | 4500 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5556198/ https://www.ncbi.nlm.nih.gov/pubmed/28796032 http://dx.doi.org/10.1097/MD.0000000000007390 |
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