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Comparison of prognostic nomograms based on different nodal staging systems in patients with resected gastric cancer
Purpose: Previous studies addressing the optimal nodal staging system in patients with resected gastric cancer have shown inconsistent results, and the optimal system for development of prognostic nomograms remains unclear. In this study, we compared prognostic nomograms based on the metastatic lymp...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5436246/ https://www.ncbi.nlm.nih.gov/pubmed/28529606 http://dx.doi.org/10.7150/jca.17370 |
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author | Wang, Zi-Xian Qiu, Miao-Zhen Jiang, Yu-Ming Zhou, Zhi-Wei Li, Guo-Xin Xu, Rui-Hua |
author_facet | Wang, Zi-Xian Qiu, Miao-Zhen Jiang, Yu-Ming Zhou, Zhi-Wei Li, Guo-Xin Xu, Rui-Hua |
author_sort | Wang, Zi-Xian |
collection | PubMed |
description | Purpose: Previous studies addressing the optimal nodal staging system in patients with resected gastric cancer have shown inconsistent results, and the optimal system for development of prognostic nomograms remains unclear. In this study, we compared prognostic nomograms based on the metastatic lymph node (MLN) count, lymph node ratio (LNR), and log odds of metastatic lymph nodes (LODDS) to predict the 5-year overall survival in patients with resected gastric cancer. Methods: We analysed 15,320 patients with resected gastric cancer in the Surveillance, Epidemiology, and End Results (SEER) database between 1988 and 2010. Missing data were handled using multiple imputation. When assessed as a continuous covariate with restricted cubic splines, each MLN, LNR, and LODDS variable was incorporated into a nomogram with other significant prognosticators to predict the 5-year overall survival. A two-centre Chinese dataset (1,595 cases) was used as external validation data. Results: The discriminatory abilities of the MLN-, LNR-, and LODDS-based nomograms were comparable (concordance indices: 0.744, 0.741, and 0.744, respectively, in the SEER set, P > 0.152 for all pairwise comparisons; 0.715, 0.712, and 0.713, respectively, in the Chinese set, P > 0.445 for all pairwise comparisons). The discriminatory abilities of the three nomograms were all superior to the American Joint Committee on Cancer (AJCC) TNM classification (concordance indices: 0.713, P < 0.001 for all in the SEER set; and 0.693, P < 0.001 for all in the Chinese set). The discriminatory abilities of the nomograms were comparable regardless of the number of nodes examined. Moreover, decision curve analyses indicated similar net benefits of using the nomograms. Conclusion: MLN-, LNR-, and LODDS should be considered equally in the development of multivariate prognostic models and nomograms to refine the prediction of survival among patients with resected gastric cancer. |
format | Online Article Text |
id | pubmed-5436246 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-54362462017-05-19 Comparison of prognostic nomograms based on different nodal staging systems in patients with resected gastric cancer Wang, Zi-Xian Qiu, Miao-Zhen Jiang, Yu-Ming Zhou, Zhi-Wei Li, Guo-Xin Xu, Rui-Hua J Cancer Research Paper Purpose: Previous studies addressing the optimal nodal staging system in patients with resected gastric cancer have shown inconsistent results, and the optimal system for development of prognostic nomograms remains unclear. In this study, we compared prognostic nomograms based on the metastatic lymph node (MLN) count, lymph node ratio (LNR), and log odds of metastatic lymph nodes (LODDS) to predict the 5-year overall survival in patients with resected gastric cancer. Methods: We analysed 15,320 patients with resected gastric cancer in the Surveillance, Epidemiology, and End Results (SEER) database between 1988 and 2010. Missing data were handled using multiple imputation. When assessed as a continuous covariate with restricted cubic splines, each MLN, LNR, and LODDS variable was incorporated into a nomogram with other significant prognosticators to predict the 5-year overall survival. A two-centre Chinese dataset (1,595 cases) was used as external validation data. Results: The discriminatory abilities of the MLN-, LNR-, and LODDS-based nomograms were comparable (concordance indices: 0.744, 0.741, and 0.744, respectively, in the SEER set, P > 0.152 for all pairwise comparisons; 0.715, 0.712, and 0.713, respectively, in the Chinese set, P > 0.445 for all pairwise comparisons). The discriminatory abilities of the three nomograms were all superior to the American Joint Committee on Cancer (AJCC) TNM classification (concordance indices: 0.713, P < 0.001 for all in the SEER set; and 0.693, P < 0.001 for all in the Chinese set). The discriminatory abilities of the nomograms were comparable regardless of the number of nodes examined. Moreover, decision curve analyses indicated similar net benefits of using the nomograms. Conclusion: MLN-, LNR-, and LODDS should be considered equally in the development of multivariate prognostic models and nomograms to refine the prediction of survival among patients with resected gastric cancer. Ivyspring International Publisher 2017-03-12 /pmc/articles/PMC5436246/ /pubmed/28529606 http://dx.doi.org/10.7150/jca.17370 Text en © Ivyspring International Publisher This is an open access article distributed under the terms of the Creative Commons Attribution (CC BY-NC) license (https://creativecommons.org/licenses/by-nc/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Wang, Zi-Xian Qiu, Miao-Zhen Jiang, Yu-Ming Zhou, Zhi-Wei Li, Guo-Xin Xu, Rui-Hua Comparison of prognostic nomograms based on different nodal staging systems in patients with resected gastric cancer |
title | Comparison of prognostic nomograms based on different nodal staging systems in patients with resected gastric cancer |
title_full | Comparison of prognostic nomograms based on different nodal staging systems in patients with resected gastric cancer |
title_fullStr | Comparison of prognostic nomograms based on different nodal staging systems in patients with resected gastric cancer |
title_full_unstemmed | Comparison of prognostic nomograms based on different nodal staging systems in patients with resected gastric cancer |
title_short | Comparison of prognostic nomograms based on different nodal staging systems in patients with resected gastric cancer |
title_sort | comparison of prognostic nomograms based on different nodal staging systems in patients with resected gastric cancer |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5436246/ https://www.ncbi.nlm.nih.gov/pubmed/28529606 http://dx.doi.org/10.7150/jca.17370 |
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