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Survival Nomogram for Curatively Resected Korean Gastric Cancer Patients: Multicenter Retrospective Analysis with External Validation

BACKGROUND: A small number of nomograms have been previously developed to predict the individual survival of patients who undergo curative resection for gastric cancer. However, all were derived from single high-volume centers. The aim of this study was to develop and validate a nomogram for gastric...

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Autores principales: Eom, Bang Wool, Ryu, Keun Won, Nam, Byung-Ho, Park, Yunjin, Lee, Hyuk-Joon, Kim, Min Chan, Cho, Gyu Seok, Kim, Chan Young, Ryu, Seung Wan, Shin, Dong Woo, Hyung, Woo Jin, Lee, Jun Ho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4344235/
https://www.ncbi.nlm.nih.gov/pubmed/25723182
http://dx.doi.org/10.1371/journal.pone.0119671
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author Eom, Bang Wool
Ryu, Keun Won
Nam, Byung-Ho
Park, Yunjin
Lee, Hyuk-Joon
Kim, Min Chan
Cho, Gyu Seok
Kim, Chan Young
Ryu, Seung Wan
Shin, Dong Woo
Hyung, Woo Jin
Lee, Jun Ho
author_facet Eom, Bang Wool
Ryu, Keun Won
Nam, Byung-Ho
Park, Yunjin
Lee, Hyuk-Joon
Kim, Min Chan
Cho, Gyu Seok
Kim, Chan Young
Ryu, Seung Wan
Shin, Dong Woo
Hyung, Woo Jin
Lee, Jun Ho
author_sort Eom, Bang Wool
collection PubMed
description BACKGROUND: A small number of nomograms have been previously developed to predict the individual survival of patients who undergo curative resection for gastric cancer. However, all were derived from single high-volume centers. The aim of this study was to develop and validate a nomogram for gastric cancer patients using a multicenter database. METHODS: We reviewed the clinicopathological and survival data of 2012 patients who underwent curative resection for gastric cancer between 2001 and 2006 at eight centers. Among these centers, six institutions were randomly assigned to the development set, and the other two centers were assigned to the validation set. Multivariate analysis using the Cox proportional hazard regression model was performed, and discrimination and calibration were evaluated by external validation. RESULTS: Multivariate analyses revealed that age, tumor size, lymphovascular invasion, depth of invasion, and metastatic lymph nodes were significant prognostic factors for overall survival. In the external validation, the concordance index was 0.831 (95% confidence interval, 0.784–0.878), and Hosmer-Lemeshow chi-square statistic was 3.92 (P = 0.917). CONCLUSIONS: We developed and validated a nomogram to predict 5-year overall survival after curative resection for gastric cancer based on a multicenter database. This nomogram can be broadly applied even in general hospitals and is useful for counseling patients, and scheduling follow-up.
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spelling pubmed-43442352015-03-04 Survival Nomogram for Curatively Resected Korean Gastric Cancer Patients: Multicenter Retrospective Analysis with External Validation Eom, Bang Wool Ryu, Keun Won Nam, Byung-Ho Park, Yunjin Lee, Hyuk-Joon Kim, Min Chan Cho, Gyu Seok Kim, Chan Young Ryu, Seung Wan Shin, Dong Woo Hyung, Woo Jin Lee, Jun Ho PLoS One Research Article BACKGROUND: A small number of nomograms have been previously developed to predict the individual survival of patients who undergo curative resection for gastric cancer. However, all were derived from single high-volume centers. The aim of this study was to develop and validate a nomogram for gastric cancer patients using a multicenter database. METHODS: We reviewed the clinicopathological and survival data of 2012 patients who underwent curative resection for gastric cancer between 2001 and 2006 at eight centers. Among these centers, six institutions were randomly assigned to the development set, and the other two centers were assigned to the validation set. Multivariate analysis using the Cox proportional hazard regression model was performed, and discrimination and calibration were evaluated by external validation. RESULTS: Multivariate analyses revealed that age, tumor size, lymphovascular invasion, depth of invasion, and metastatic lymph nodes were significant prognostic factors for overall survival. In the external validation, the concordance index was 0.831 (95% confidence interval, 0.784–0.878), and Hosmer-Lemeshow chi-square statistic was 3.92 (P = 0.917). CONCLUSIONS: We developed and validated a nomogram to predict 5-year overall survival after curative resection for gastric cancer based on a multicenter database. This nomogram can be broadly applied even in general hospitals and is useful for counseling patients, and scheduling follow-up. Public Library of Science 2015-02-27 /pmc/articles/PMC4344235/ /pubmed/25723182 http://dx.doi.org/10.1371/journal.pone.0119671 Text en © 2015 Eom et al http://creativecommons.org/licenses/by/4.0/ 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 properly credited.
spellingShingle Research Article
Eom, Bang Wool
Ryu, Keun Won
Nam, Byung-Ho
Park, Yunjin
Lee, Hyuk-Joon
Kim, Min Chan
Cho, Gyu Seok
Kim, Chan Young
Ryu, Seung Wan
Shin, Dong Woo
Hyung, Woo Jin
Lee, Jun Ho
Survival Nomogram for Curatively Resected Korean Gastric Cancer Patients: Multicenter Retrospective Analysis with External Validation
title Survival Nomogram for Curatively Resected Korean Gastric Cancer Patients: Multicenter Retrospective Analysis with External Validation
title_full Survival Nomogram for Curatively Resected Korean Gastric Cancer Patients: Multicenter Retrospective Analysis with External Validation
title_fullStr Survival Nomogram for Curatively Resected Korean Gastric Cancer Patients: Multicenter Retrospective Analysis with External Validation
title_full_unstemmed Survival Nomogram for Curatively Resected Korean Gastric Cancer Patients: Multicenter Retrospective Analysis with External Validation
title_short Survival Nomogram for Curatively Resected Korean Gastric Cancer Patients: Multicenter Retrospective Analysis with External Validation
title_sort survival nomogram for curatively resected korean gastric cancer patients: multicenter retrospective analysis with external validation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4344235/
https://www.ncbi.nlm.nih.gov/pubmed/25723182
http://dx.doi.org/10.1371/journal.pone.0119671
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