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Nomogram predicted survival of patients with adenocarcinoma of esophagogastric junction
BACKGROUND: The aim of this study is to develop a prognostic nomogram for patients with adenocarcinoma of esophagogastric junction and compare its predictive accuracy with the traditional tumor-node-metastasis (TNM) malignant staging system. METHODS: Patients from the Surveillance, Epidemiology, and...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4465317/ https://www.ncbi.nlm.nih.gov/pubmed/26055624 http://dx.doi.org/10.1186/s12957-015-0613-7 |
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author | Zhou, Zhangjian Zhang, Hao Xu, Zisen Li, Wenhan Dang, Chengxue Song, Yongchun |
author_facet | Zhou, Zhangjian Zhang, Hao Xu, Zisen Li, Wenhan Dang, Chengxue Song, Yongchun |
author_sort | Zhou, Zhangjian |
collection | PubMed |
description | BACKGROUND: The aim of this study is to develop a prognostic nomogram for patients with adenocarcinoma of esophagogastric junction and compare its predictive accuracy with the traditional tumor-node-metastasis (TNM) malignant staging system. METHODS: Patients from the Surveillance, Epidemiology, and End Results Program (from 1988 to 2011) and the First Affiliated Hospital of Xi’an Jiaotong University (from 2005 to 2010) were collected retrospectively. Preselected multiple potential interactions were tested irrespective of significance as nomogram parameters. And the Harrell’s C-index was used to estimate the accuracy of the nomogram system. Model validation was performed using bootstrap to quantify our modeling strategy. RESULTS: In our study, six clinical associated factors (age, sex, depth of invasion, metastasized lymph nodes, examined lymph nodes, histological grade) were evaluated in the nomogram. In the training set, the nomogram exhibited superior discrimination power compared with the American Joint Committee on Cancer (AJCC) TNM classification (Harrell’s C-index, 0.69 and 0.63, respectively). Calibration of the nomogram predicted survival was similar to the actual overall survival. In the validation set, the discrimination of nomogram was also better than the AJCC TNM staging system (C-index, 0.75 and 0.65, respectively), and the calibration of nomogram predicted survival was within a 10 % margin of actual overall survival. CONCLUSIONS: Based on the patients with adenocarcinoma of esophagogastric junction from a Western and an Eastern database, the nomogram provided significantly improved discrimination than the traditional AJCC TNM classification and also provided an accurate individualized prediction of the survival. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12957-015-0613-7) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4465317 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-44653172015-06-15 Nomogram predicted survival of patients with adenocarcinoma of esophagogastric junction Zhou, Zhangjian Zhang, Hao Xu, Zisen Li, Wenhan Dang, Chengxue Song, Yongchun World J Surg Oncol Research BACKGROUND: The aim of this study is to develop a prognostic nomogram for patients with adenocarcinoma of esophagogastric junction and compare its predictive accuracy with the traditional tumor-node-metastasis (TNM) malignant staging system. METHODS: Patients from the Surveillance, Epidemiology, and End Results Program (from 1988 to 2011) and the First Affiliated Hospital of Xi’an Jiaotong University (from 2005 to 2010) were collected retrospectively. Preselected multiple potential interactions were tested irrespective of significance as nomogram parameters. And the Harrell’s C-index was used to estimate the accuracy of the nomogram system. Model validation was performed using bootstrap to quantify our modeling strategy. RESULTS: In our study, six clinical associated factors (age, sex, depth of invasion, metastasized lymph nodes, examined lymph nodes, histological grade) were evaluated in the nomogram. In the training set, the nomogram exhibited superior discrimination power compared with the American Joint Committee on Cancer (AJCC) TNM classification (Harrell’s C-index, 0.69 and 0.63, respectively). Calibration of the nomogram predicted survival was similar to the actual overall survival. In the validation set, the discrimination of nomogram was also better than the AJCC TNM staging system (C-index, 0.75 and 0.65, respectively), and the calibration of nomogram predicted survival was within a 10 % margin of actual overall survival. CONCLUSIONS: Based on the patients with adenocarcinoma of esophagogastric junction from a Western and an Eastern database, the nomogram provided significantly improved discrimination than the traditional AJCC TNM classification and also provided an accurate individualized prediction of the survival. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12957-015-0613-7) contains supplementary material, which is available to authorized users. BioMed Central 2015-06-10 /pmc/articles/PMC4465317/ /pubmed/26055624 http://dx.doi.org/10.1186/s12957-015-0613-7 Text en © Zhou et al. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Zhou, Zhangjian Zhang, Hao Xu, Zisen Li, Wenhan Dang, Chengxue Song, Yongchun Nomogram predicted survival of patients with adenocarcinoma of esophagogastric junction |
title | Nomogram predicted survival of patients with adenocarcinoma of esophagogastric junction |
title_full | Nomogram predicted survival of patients with adenocarcinoma of esophagogastric junction |
title_fullStr | Nomogram predicted survival of patients with adenocarcinoma of esophagogastric junction |
title_full_unstemmed | Nomogram predicted survival of patients with adenocarcinoma of esophagogastric junction |
title_short | Nomogram predicted survival of patients with adenocarcinoma of esophagogastric junction |
title_sort | nomogram predicted survival of patients with adenocarcinoma of esophagogastric junction |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4465317/ https://www.ncbi.nlm.nih.gov/pubmed/26055624 http://dx.doi.org/10.1186/s12957-015-0613-7 |
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