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Development and validation of a nomogram for predicting the survival of patients with non-metastatic nasopharyngeal carcinoma after curative treatment
BACKGROUND: The TNM staging system is far from perfect in predicting the survival of individual cancer patients because only the gross anatomy is considered. The survival rates of the patients who have the same TNM stage disease vary across a wide spectrum. This study aimed to develop a nomogram tha...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5124222/ https://www.ncbi.nlm.nih.gov/pubmed/27887636 http://dx.doi.org/10.1186/s40880-016-0160-9 |
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author | Liang, Wenhua Shen, Guanzhu Zhang, Yaxiong Chen, Gang Wu, Xuan Li, Yang Li, Anchuan Kang, Shiyang Yuan, Xi Hou, Xue Huang, Peiyu Huang, Yan Zhao, Hongyun Tian, Ying Zhao, Chong Zhang, Li |
author_facet | Liang, Wenhua Shen, Guanzhu Zhang, Yaxiong Chen, Gang Wu, Xuan Li, Yang Li, Anchuan Kang, Shiyang Yuan, Xi Hou, Xue Huang, Peiyu Huang, Yan Zhao, Hongyun Tian, Ying Zhao, Chong Zhang, Li |
author_sort | Liang, Wenhua |
collection | PubMed |
description | BACKGROUND: The TNM staging system is far from perfect in predicting the survival of individual cancer patients because only the gross anatomy is considered. The survival rates of the patients who have the same TNM stage disease vary across a wide spectrum. This study aimed to develop a nomogram that incorporates other clinicopathologic factors for predicting the overall survival (OS) of non-metastatic nasopharyngeal carcinoma (NPC) patients after curative treatments. METHODS: We retrospectively collected the clinical data of 1520 NPC patients who were diagnosed histologically between November 2000 and September 2003. The clinical data of a separate cohort of 464 patients who received intensity-modulated radiation therapy (IMRT) between 2001 and 2010 were also retrieved to examine the extensibility of the model. Cox regression analysis was used to identify the prognostic factors for building the nomogram. The predictive accuracy and discriminative ability were measured using the concordance index (c-index). RESULTS: We identified and incorporated 12 independent clinical factors into the nomogram. The calibration curves showed that the prediction of OS was in good agreement with the actual observation in the internal validation set and IMRT cohort. The c-index of the nomogram was statistically higher than that of the 7th edition TNM staging system for predicting the survival in both the primary cohort (0.69 vs. 0.62) and the IMRT cohort (0.67 vs. 0.63). CONCLUSION: We developed and validated a novel nomogram that outperformed the TNM staging system in predicting the OS of non-metastatic NPC patients who underwent curative therapy. |
format | Online Article Text |
id | pubmed-5124222 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-51242222016-12-08 Development and validation of a nomogram for predicting the survival of patients with non-metastatic nasopharyngeal carcinoma after curative treatment Liang, Wenhua Shen, Guanzhu Zhang, Yaxiong Chen, Gang Wu, Xuan Li, Yang Li, Anchuan Kang, Shiyang Yuan, Xi Hou, Xue Huang, Peiyu Huang, Yan Zhao, Hongyun Tian, Ying Zhao, Chong Zhang, Li Chin J Cancer Original Article BACKGROUND: The TNM staging system is far from perfect in predicting the survival of individual cancer patients because only the gross anatomy is considered. The survival rates of the patients who have the same TNM stage disease vary across a wide spectrum. This study aimed to develop a nomogram that incorporates other clinicopathologic factors for predicting the overall survival (OS) of non-metastatic nasopharyngeal carcinoma (NPC) patients after curative treatments. METHODS: We retrospectively collected the clinical data of 1520 NPC patients who were diagnosed histologically between November 2000 and September 2003. The clinical data of a separate cohort of 464 patients who received intensity-modulated radiation therapy (IMRT) between 2001 and 2010 were also retrieved to examine the extensibility of the model. Cox regression analysis was used to identify the prognostic factors for building the nomogram. The predictive accuracy and discriminative ability were measured using the concordance index (c-index). RESULTS: We identified and incorporated 12 independent clinical factors into the nomogram. The calibration curves showed that the prediction of OS was in good agreement with the actual observation in the internal validation set and IMRT cohort. The c-index of the nomogram was statistically higher than that of the 7th edition TNM staging system for predicting the survival in both the primary cohort (0.69 vs. 0.62) and the IMRT cohort (0.67 vs. 0.63). CONCLUSION: We developed and validated a novel nomogram that outperformed the TNM staging system in predicting the OS of non-metastatic NPC patients who underwent curative therapy. BioMed Central 2016-11-25 /pmc/articles/PMC5124222/ /pubmed/27887636 http://dx.doi.org/10.1186/s40880-016-0160-9 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Original Article Liang, Wenhua Shen, Guanzhu Zhang, Yaxiong Chen, Gang Wu, Xuan Li, Yang Li, Anchuan Kang, Shiyang Yuan, Xi Hou, Xue Huang, Peiyu Huang, Yan Zhao, Hongyun Tian, Ying Zhao, Chong Zhang, Li Development and validation of a nomogram for predicting the survival of patients with non-metastatic nasopharyngeal carcinoma after curative treatment |
title | Development and validation of a nomogram for predicting the survival of patients with non-metastatic nasopharyngeal carcinoma after curative treatment |
title_full | Development and validation of a nomogram for predicting the survival of patients with non-metastatic nasopharyngeal carcinoma after curative treatment |
title_fullStr | Development and validation of a nomogram for predicting the survival of patients with non-metastatic nasopharyngeal carcinoma after curative treatment |
title_full_unstemmed | Development and validation of a nomogram for predicting the survival of patients with non-metastatic nasopharyngeal carcinoma after curative treatment |
title_short | Development and validation of a nomogram for predicting the survival of patients with non-metastatic nasopharyngeal carcinoma after curative treatment |
title_sort | development and validation of a nomogram for predicting the survival of patients with non-metastatic nasopharyngeal carcinoma after curative treatment |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5124222/ https://www.ncbi.nlm.nih.gov/pubmed/27887636 http://dx.doi.org/10.1186/s40880-016-0160-9 |
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