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Development and validation of a survival nomogram for patients with Siewert type II/III adenocarcinoma of the esophagogastric junction based on real-world data
BACKGROUND: The clinical staging systems for adenocarcinoma of the esophagogastric junction (AEG) are controversial. We aimed to propose a prognostic nomogram based on real-world data for predicting survival of Siewert type II/III AEG patients after surgery. METHODS: A total of 396 patients with Sie...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8111941/ https://www.ncbi.nlm.nih.gov/pubmed/33971833 http://dx.doi.org/10.1186/s12885-021-08249-x |
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author | Chen, Jian Xia, Yu-Jian Liu, Tian-Yu Lai, Yuan-Hui Yu, Ji-Shang Zhang, Tian-Hao Ooi, Shiyin He, Yu-Long |
author_facet | Chen, Jian Xia, Yu-Jian Liu, Tian-Yu Lai, Yuan-Hui Yu, Ji-Shang Zhang, Tian-Hao Ooi, Shiyin He, Yu-Long |
author_sort | Chen, Jian |
collection | PubMed |
description | BACKGROUND: The clinical staging systems for adenocarcinoma of the esophagogastric junction (AEG) are controversial. We aimed to propose a prognostic nomogram based on real-world data for predicting survival of Siewert type II/III AEG patients after surgery. METHODS: A total of 396 patients with Siewert type II/III AEG diagnosed and treated at the Center for Gastrointestinal Surgery, the First Affiliated Hospital, Sun Yat-sen University, from June 2009 to June 2017 were enrolled. The original data of 29 variables were exported from the electronic medical records system. The nomogram was established based on multivariate Cox regression coefficients, and its performance was measured using Harrell’s concordance index (C-index), receiver operating characteristic (ROC) curve analysis and calibration curve. RESULTS: A nomogram was constructed based on nine variables. The C-index for overall survival (OS) prediction was 0.76 (95% CI, 0.72 to 0.80) in the training cohort, in the validation-1 cohort was 0.79 (95% CI, 0.72 to 0.86), and 0.73 (95% CI, 0.67 to 0.80) in the validation-2 cohort. Time-dependent ROC curves and calibration curves in all three cohorts showed good prognostic predictive accuracy. We further proved the superiority of the nomogram in predictive accuracy for OS to pathological TNM (pTNM) staging system and other independent prognostic factors. Kaplan-Meier survival curves demonstrated the pTNM stage, grade of differentiation, positive lymph node, log odds of positive lymph node and organ invasion were prognostic factors with good discriminative ability. CONCLUSION: The established nomogram demonstrated a more precise prognostic prediction for patients with Siewert type II/III AEG. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-021-08249-x. |
format | Online Article Text |
id | pubmed-8111941 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-81119412021-05-11 Development and validation of a survival nomogram for patients with Siewert type II/III adenocarcinoma of the esophagogastric junction based on real-world data Chen, Jian Xia, Yu-Jian Liu, Tian-Yu Lai, Yuan-Hui Yu, Ji-Shang Zhang, Tian-Hao Ooi, Shiyin He, Yu-Long BMC Cancer Research BACKGROUND: The clinical staging systems for adenocarcinoma of the esophagogastric junction (AEG) are controversial. We aimed to propose a prognostic nomogram based on real-world data for predicting survival of Siewert type II/III AEG patients after surgery. METHODS: A total of 396 patients with Siewert type II/III AEG diagnosed and treated at the Center for Gastrointestinal Surgery, the First Affiliated Hospital, Sun Yat-sen University, from June 2009 to June 2017 were enrolled. The original data of 29 variables were exported from the electronic medical records system. The nomogram was established based on multivariate Cox regression coefficients, and its performance was measured using Harrell’s concordance index (C-index), receiver operating characteristic (ROC) curve analysis and calibration curve. RESULTS: A nomogram was constructed based on nine variables. The C-index for overall survival (OS) prediction was 0.76 (95% CI, 0.72 to 0.80) in the training cohort, in the validation-1 cohort was 0.79 (95% CI, 0.72 to 0.86), and 0.73 (95% CI, 0.67 to 0.80) in the validation-2 cohort. Time-dependent ROC curves and calibration curves in all three cohorts showed good prognostic predictive accuracy. We further proved the superiority of the nomogram in predictive accuracy for OS to pathological TNM (pTNM) staging system and other independent prognostic factors. Kaplan-Meier survival curves demonstrated the pTNM stage, grade of differentiation, positive lymph node, log odds of positive lymph node and organ invasion were prognostic factors with good discriminative ability. CONCLUSION: The established nomogram demonstrated a more precise prognostic prediction for patients with Siewert type II/III AEG. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-021-08249-x. BioMed Central 2021-05-10 /pmc/articles/PMC8111941/ /pubmed/33971833 http://dx.doi.org/10.1186/s12885-021-08249-x Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Chen, Jian Xia, Yu-Jian Liu, Tian-Yu Lai, Yuan-Hui Yu, Ji-Shang Zhang, Tian-Hao Ooi, Shiyin He, Yu-Long Development and validation of a survival nomogram for patients with Siewert type II/III adenocarcinoma of the esophagogastric junction based on real-world data |
title | Development and validation of a survival nomogram for patients with Siewert type II/III adenocarcinoma of the esophagogastric junction based on real-world data |
title_full | Development and validation of a survival nomogram for patients with Siewert type II/III adenocarcinoma of the esophagogastric junction based on real-world data |
title_fullStr | Development and validation of a survival nomogram for patients with Siewert type II/III adenocarcinoma of the esophagogastric junction based on real-world data |
title_full_unstemmed | Development and validation of a survival nomogram for patients with Siewert type II/III adenocarcinoma of the esophagogastric junction based on real-world data |
title_short | Development and validation of a survival nomogram for patients with Siewert type II/III adenocarcinoma of the esophagogastric junction based on real-world data |
title_sort | development and validation of a survival nomogram for patients with siewert type ii/iii adenocarcinoma of the esophagogastric junction based on real-world data |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8111941/ https://www.ncbi.nlm.nih.gov/pubmed/33971833 http://dx.doi.org/10.1186/s12885-021-08249-x |
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