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Development and external validation of a prognostic nomogram for gastric cancer using the national cancer registry
A nomogram based on both western and eastern populations to estimate the Disease Specific Survival (DSS) of resectable gastric cancer (RGC) has not been established. In current study, we retrospectively analyzed 4,379 RGC patients who underwent curative resection from the Surveillance, Epidemiology,...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5094968/ https://www.ncbi.nlm.nih.gov/pubmed/27016409 http://dx.doi.org/10.18632/oncotarget.8221 |
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author | Liu, Jianjun Geng, Qirong Liu, Zhimin Chen, Shangxiang Guo, Jing Kong, Pengfei Chen, YingBo Li, Wei Zhou, Zhiwei Sun, Xiaowei Zhan, Youqing Xu, Dazhi |
author_facet | Liu, Jianjun Geng, Qirong Liu, Zhimin Chen, Shangxiang Guo, Jing Kong, Pengfei Chen, YingBo Li, Wei Zhou, Zhiwei Sun, Xiaowei Zhan, Youqing Xu, Dazhi |
author_sort | Liu, Jianjun |
collection | PubMed |
description | A nomogram based on both western and eastern populations to estimate the Disease Specific Survival (DSS) of resectable gastric cancer (RGC) has not been established. In current study, we retrospectively analyzed 4,379 RGC patients who underwent curative resection from the Surveillance, Epidemiology, and End Results (SEER) database. Patients diagnosed between 1998 and 2009 were assigned as training set (n= 2,770), and the rest were selected as SEER validation set (n= 1,609). An external validation was performed by a set of independent 1,358 RGC patients after D2 resection from Sun Yat–sen University Cancer Center (SYSUCC) in China. The nomogram was constructed based on the training set. The multivariate analysis identified that patient's age at diagnosis, race, tumor location, grade, depth of invasion, metastatic lymph node stage (mLNS) and total number of examined lymph node (TLN) were associated with patient's DSS. The discrimination of this nomogram was superior to that of the 7th edition of AJCC staging system in SEER validation set and SYSUCC validation set (0.73 versus 0.70, p=0.005; 0.76 versus 0.72, p=0.005; respectively). Calibration plots of the nomogram showed that the probability of DSS corresponded to actual observation closely. In conclusion, our nomogram resulted in more–reliable prognostic prediction for RGC patients in general population. |
format | Online Article Text |
id | pubmed-5094968 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-50949682016-11-22 Development and external validation of a prognostic nomogram for gastric cancer using the national cancer registry Liu, Jianjun Geng, Qirong Liu, Zhimin Chen, Shangxiang Guo, Jing Kong, Pengfei Chen, YingBo Li, Wei Zhou, Zhiwei Sun, Xiaowei Zhan, Youqing Xu, Dazhi Oncotarget Research Paper A nomogram based on both western and eastern populations to estimate the Disease Specific Survival (DSS) of resectable gastric cancer (RGC) has not been established. In current study, we retrospectively analyzed 4,379 RGC patients who underwent curative resection from the Surveillance, Epidemiology, and End Results (SEER) database. Patients diagnosed between 1998 and 2009 were assigned as training set (n= 2,770), and the rest were selected as SEER validation set (n= 1,609). An external validation was performed by a set of independent 1,358 RGC patients after D2 resection from Sun Yat–sen University Cancer Center (SYSUCC) in China. The nomogram was constructed based on the training set. The multivariate analysis identified that patient's age at diagnosis, race, tumor location, grade, depth of invasion, metastatic lymph node stage (mLNS) and total number of examined lymph node (TLN) were associated with patient's DSS. The discrimination of this nomogram was superior to that of the 7th edition of AJCC staging system in SEER validation set and SYSUCC validation set (0.73 versus 0.70, p=0.005; 0.76 versus 0.72, p=0.005; respectively). Calibration plots of the nomogram showed that the probability of DSS corresponded to actual observation closely. In conclusion, our nomogram resulted in more–reliable prognostic prediction for RGC patients in general population. Impact Journals LLC 2016-03-21 /pmc/articles/PMC5094968/ /pubmed/27016409 http://dx.doi.org/10.18632/oncotarget.8221 Text en Copyright: © 2016 Liu et al. http://creativecommons.org/licenses/by/2.5/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Liu, Jianjun Geng, Qirong Liu, Zhimin Chen, Shangxiang Guo, Jing Kong, Pengfei Chen, YingBo Li, Wei Zhou, Zhiwei Sun, Xiaowei Zhan, Youqing Xu, Dazhi Development and external validation of a prognostic nomogram for gastric cancer using the national cancer registry |
title | Development and external validation of a prognostic nomogram for gastric cancer using the national cancer registry |
title_full | Development and external validation of a prognostic nomogram for gastric cancer using the national cancer registry |
title_fullStr | Development and external validation of a prognostic nomogram for gastric cancer using the national cancer registry |
title_full_unstemmed | Development and external validation of a prognostic nomogram for gastric cancer using the national cancer registry |
title_short | Development and external validation of a prognostic nomogram for gastric cancer using the national cancer registry |
title_sort | development and external validation of a prognostic nomogram for gastric cancer using the national cancer registry |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5094968/ https://www.ncbi.nlm.nih.gov/pubmed/27016409 http://dx.doi.org/10.18632/oncotarget.8221 |
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