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Development and Validation of a Nomogram to Predict the Benefit of Adjuvant Radiotherapy for Patients with Resected Gastric Cancer
Background: The US guidelines for gastric cancer (GC) recommend adjuvant radiotherapy (ART) combined with 5-fluorouracil as a standard treatment for patients with resected locally advanced GC. However, patient selection criteria for optimizing the use of adjuvant therapies are lacking. In this study...
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/PMC5687164/ https://www.ncbi.nlm.nih.gov/pubmed/29151934 http://dx.doi.org/10.7150/jca.19879 |
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author | Yuan, Shu-Qiang Wu, Wen-Jing Qiu, Miao-Zhen Wang, Zi-Xian Yang, Lu-Ping Jin, Ying Yun, Jing-Ping Gao, Yuan-Hong Li, Yu-Hong Zhou, Zhi-Wei Wang, Feng Xu, Rui-Hua |
author_facet | Yuan, Shu-Qiang Wu, Wen-Jing Qiu, Miao-Zhen Wang, Zi-Xian Yang, Lu-Ping Jin, Ying Yun, Jing-Ping Gao, Yuan-Hong Li, Yu-Hong Zhou, Zhi-Wei Wang, Feng Xu, Rui-Hua |
author_sort | Yuan, Shu-Qiang |
collection | PubMed |
description | Background: The US guidelines for gastric cancer (GC) recommend adjuvant radiotherapy (ART) combined with 5-fluorouracil as a standard treatment for patients with resected locally advanced GC. However, patient selection criteria for optimizing the use of adjuvant therapies are lacking. In this study, we developed and validated a nomogram to predict the individualized overall survival (OS) benefit of ART among patients with resected ≥stage IB GC. Patients and Methods: The 2002-2006 Surveillance, Epidemiology, and End Results (SEER) data of 5,206 patients with resected GC were used as a training set for the development of a nomogram. The 2007-2008 SEER data of 1,986 patients with resected GC were used as validation data. Results: In the multivariate analysis weighted by inverse propensity score, the efficacy of ART varied by the ratio of positive to examined nodes (P(interaction)<0.01). The magnitude of this difference was included in the nomogram with associated prognosticators to predict the 3- and 5-year OS with and without ART. The nomogram showed significant prognostic superiority to the 8(th) TNM staging in the training set (Concordance index, 0.68 versus 0.65; P<0.01) and the validation set (Concordance index, 0.68 versus 0.64; P<0.01). Moreover, the calibration was accurate, and the actual efficacy of ART was positively correlated with the nomogram-estimated survival benefit from ART (P(interaction)<0.01 and P(interaction)=0.02 in the training set and the validation set, respectively). Conclusion: The nomogram can aid individualized clinical decision making by estimating the 3- and 5-year OS and potential benefits of ART among patients with resected GC. |
format | Online Article Text |
id | pubmed-5687164 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-56871642017-11-18 Development and Validation of a Nomogram to Predict the Benefit of Adjuvant Radiotherapy for Patients with Resected Gastric Cancer Yuan, Shu-Qiang Wu, Wen-Jing Qiu, Miao-Zhen Wang, Zi-Xian Yang, Lu-Ping Jin, Ying Yun, Jing-Ping Gao, Yuan-Hong Li, Yu-Hong Zhou, Zhi-Wei Wang, Feng Xu, Rui-Hua J Cancer Research Paper Background: The US guidelines for gastric cancer (GC) recommend adjuvant radiotherapy (ART) combined with 5-fluorouracil as a standard treatment for patients with resected locally advanced GC. However, patient selection criteria for optimizing the use of adjuvant therapies are lacking. In this study, we developed and validated a nomogram to predict the individualized overall survival (OS) benefit of ART among patients with resected ≥stage IB GC. Patients and Methods: The 2002-2006 Surveillance, Epidemiology, and End Results (SEER) data of 5,206 patients with resected GC were used as a training set for the development of a nomogram. The 2007-2008 SEER data of 1,986 patients with resected GC were used as validation data. Results: In the multivariate analysis weighted by inverse propensity score, the efficacy of ART varied by the ratio of positive to examined nodes (P(interaction)<0.01). The magnitude of this difference was included in the nomogram with associated prognosticators to predict the 3- and 5-year OS with and without ART. The nomogram showed significant prognostic superiority to the 8(th) TNM staging in the training set (Concordance index, 0.68 versus 0.65; P<0.01) and the validation set (Concordance index, 0.68 versus 0.64; P<0.01). Moreover, the calibration was accurate, and the actual efficacy of ART was positively correlated with the nomogram-estimated survival benefit from ART (P(interaction)<0.01 and P(interaction)=0.02 in the training set and the validation set, respectively). Conclusion: The nomogram can aid individualized clinical decision making by estimating the 3- and 5-year OS and potential benefits of ART among patients with resected GC. Ivyspring International Publisher 2017-09-29 /pmc/articles/PMC5687164/ /pubmed/29151934 http://dx.doi.org/10.7150/jca.19879 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 Yuan, Shu-Qiang Wu, Wen-Jing Qiu, Miao-Zhen Wang, Zi-Xian Yang, Lu-Ping Jin, Ying Yun, Jing-Ping Gao, Yuan-Hong Li, Yu-Hong Zhou, Zhi-Wei Wang, Feng Xu, Rui-Hua Development and Validation of a Nomogram to Predict the Benefit of Adjuvant Radiotherapy for Patients with Resected Gastric Cancer |
title | Development and Validation of a Nomogram to Predict the Benefit of Adjuvant Radiotherapy for Patients with Resected Gastric Cancer |
title_full | Development and Validation of a Nomogram to Predict the Benefit of Adjuvant Radiotherapy for Patients with Resected Gastric Cancer |
title_fullStr | Development and Validation of a Nomogram to Predict the Benefit of Adjuvant Radiotherapy for Patients with Resected Gastric Cancer |
title_full_unstemmed | Development and Validation of a Nomogram to Predict the Benefit of Adjuvant Radiotherapy for Patients with Resected Gastric Cancer |
title_short | Development and Validation of a Nomogram to Predict the Benefit of Adjuvant Radiotherapy for Patients with Resected Gastric Cancer |
title_sort | development and validation of a nomogram to predict the benefit of adjuvant radiotherapy for patients with resected gastric cancer |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5687164/ https://www.ncbi.nlm.nih.gov/pubmed/29151934 http://dx.doi.org/10.7150/jca.19879 |
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