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Construction of nomograms for nasopharyngeal carcinoma containing primary tumor size and SEER stage
BACKGROUND: At present, little attention has been paid to the impact of primary tumor size on the survival of nasopharyngeal carcinoma (NPC). We aimed to construct predictive nomograms for NPC that contain primary tumor size and Surveillance, Epidemiology, and End Results (SEER) stage as factors wit...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8797368/ https://www.ncbi.nlm.nih.gov/pubmed/35117302 http://dx.doi.org/10.21037/tcr-20-2080 |
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author | Yang, Guangrong Luo, Bangyu Yang, Qiao Chen, Mingjing Yang, Xiu Sun, Jianguo |
author_facet | Yang, Guangrong Luo, Bangyu Yang, Qiao Chen, Mingjing Yang, Xiu Sun, Jianguo |
author_sort | Yang, Guangrong |
collection | PubMed |
description | BACKGROUND: At present, little attention has been paid to the impact of primary tumor size on the survival of nasopharyngeal carcinoma (NPC). We aimed to construct predictive nomograms for NPC that contain primary tumor size and Surveillance, Epidemiology, and End Results (SEER) stage as factors with the use of a national population-based registry. METHODS: A total of 1,574 NPC patients diagnosed between 2004 and 2011 were identified from the SEER database. Univariate and multivariate Cox analysis was used to screen out survival related clinical features. Then, two nomograms of 5-year overall survival (OS) and 5-year cancer-specific survival (CSS) were constructed using the significant clinical features. The concordance index (c-index) and a calibration plot were used to assess the performance of the nomograms. Furthermore, survival analyses were performed by risk score stratification. RESULTS: According to univariate and multivariate analyses, age, race, histology, primary tumor size, SEER stage, radiotherapy and chemotherapy were related to 5-year OS and CSS in NPC. All of these clinical features were included when constructing nomograms. The c-index values were 0.74 and 0.73 for the 5-year OS nomogram in the training cohort and testing cohorts, respectively. For the 5-year CSS nomogram, the c-index values were both 0.73 in the training cohort and testing cohort, respectively. The calibration plots showed that the predicted 5-year OS and CSS outcomes were in good agreement with the observed outcomes. All patients were divided into three groups according to the risk score stratification. Kaplan-Meier survival analyses showed that patients in the low-risk cohort had a greater 5-year survival benefit than patients in the medium-risk and high-risk cohorts (P<0.05). CONCLUSIONS: The predictive nomograms, which contain primary tumor size and SEER stage, can predict the rates of 5-year OS and CSS of NPC patients and can be used as an auxiliary prediction tool for future clinical practice. |
format | Online Article Text |
id | pubmed-8797368 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-87973682022-02-02 Construction of nomograms for nasopharyngeal carcinoma containing primary tumor size and SEER stage Yang, Guangrong Luo, Bangyu Yang, Qiao Chen, Mingjing Yang, Xiu Sun, Jianguo Transl Cancer Res Original Article BACKGROUND: At present, little attention has been paid to the impact of primary tumor size on the survival of nasopharyngeal carcinoma (NPC). We aimed to construct predictive nomograms for NPC that contain primary tumor size and Surveillance, Epidemiology, and End Results (SEER) stage as factors with the use of a national population-based registry. METHODS: A total of 1,574 NPC patients diagnosed between 2004 and 2011 were identified from the SEER database. Univariate and multivariate Cox analysis was used to screen out survival related clinical features. Then, two nomograms of 5-year overall survival (OS) and 5-year cancer-specific survival (CSS) were constructed using the significant clinical features. The concordance index (c-index) and a calibration plot were used to assess the performance of the nomograms. Furthermore, survival analyses were performed by risk score stratification. RESULTS: According to univariate and multivariate analyses, age, race, histology, primary tumor size, SEER stage, radiotherapy and chemotherapy were related to 5-year OS and CSS in NPC. All of these clinical features were included when constructing nomograms. The c-index values were 0.74 and 0.73 for the 5-year OS nomogram in the training cohort and testing cohorts, respectively. For the 5-year CSS nomogram, the c-index values were both 0.73 in the training cohort and testing cohort, respectively. The calibration plots showed that the predicted 5-year OS and CSS outcomes were in good agreement with the observed outcomes. All patients were divided into three groups according to the risk score stratification. Kaplan-Meier survival analyses showed that patients in the low-risk cohort had a greater 5-year survival benefit than patients in the medium-risk and high-risk cohorts (P<0.05). CONCLUSIONS: The predictive nomograms, which contain primary tumor size and SEER stage, can predict the rates of 5-year OS and CSS of NPC patients and can be used as an auxiliary prediction tool for future clinical practice. AME Publishing Company 2020-11 /pmc/articles/PMC8797368/ /pubmed/35117302 http://dx.doi.org/10.21037/tcr-20-2080 Text en 2020 Translational Cancer Research. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/. |
spellingShingle | Original Article Yang, Guangrong Luo, Bangyu Yang, Qiao Chen, Mingjing Yang, Xiu Sun, Jianguo Construction of nomograms for nasopharyngeal carcinoma containing primary tumor size and SEER stage |
title | Construction of nomograms for nasopharyngeal carcinoma containing primary tumor size and SEER stage |
title_full | Construction of nomograms for nasopharyngeal carcinoma containing primary tumor size and SEER stage |
title_fullStr | Construction of nomograms for nasopharyngeal carcinoma containing primary tumor size and SEER stage |
title_full_unstemmed | Construction of nomograms for nasopharyngeal carcinoma containing primary tumor size and SEER stage |
title_short | Construction of nomograms for nasopharyngeal carcinoma containing primary tumor size and SEER stage |
title_sort | construction of nomograms for nasopharyngeal carcinoma containing primary tumor size and seer stage |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8797368/ https://www.ncbi.nlm.nih.gov/pubmed/35117302 http://dx.doi.org/10.21037/tcr-20-2080 |
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