Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2017
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
_version_ 1783278919564132352
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
work_keys_str_mv AT yuanshuqiang developmentandvalidationofanomogramtopredictthebenefitofadjuvantradiotherapyforpatientswithresectedgastriccancer
AT wuwenjing developmentandvalidationofanomogramtopredictthebenefitofadjuvantradiotherapyforpatientswithresectedgastriccancer
AT qiumiaozhen developmentandvalidationofanomogramtopredictthebenefitofadjuvantradiotherapyforpatientswithresectedgastriccancer
AT wangzixian developmentandvalidationofanomogramtopredictthebenefitofadjuvantradiotherapyforpatientswithresectedgastriccancer
AT yangluping developmentandvalidationofanomogramtopredictthebenefitofadjuvantradiotherapyforpatientswithresectedgastriccancer
AT jinying developmentandvalidationofanomogramtopredictthebenefitofadjuvantradiotherapyforpatientswithresectedgastriccancer
AT yunjingping developmentandvalidationofanomogramtopredictthebenefitofadjuvantradiotherapyforpatientswithresectedgastriccancer
AT gaoyuanhong developmentandvalidationofanomogramtopredictthebenefitofadjuvantradiotherapyforpatientswithresectedgastriccancer
AT liyuhong developmentandvalidationofanomogramtopredictthebenefitofadjuvantradiotherapyforpatientswithresectedgastriccancer
AT zhouzhiwei developmentandvalidationofanomogramtopredictthebenefitofadjuvantradiotherapyforpatientswithresectedgastriccancer
AT wangfeng developmentandvalidationofanomogramtopredictthebenefitofadjuvantradiotherapyforpatientswithresectedgastriccancer
AT xuruihua developmentandvalidationofanomogramtopredictthebenefitofadjuvantradiotherapyforpatientswithresectedgastriccancer