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Prognostic analysis and nomogram establishment in patients with early esophageal cancer receiving endoscopic therapy: a population-based study
BACKGROUND: The growing numbers of early esophageal cancer (EEC) have increased the demand for endoscopic therapy. OBJECTIVES: To clarify the influential factors for the prognosis of patients with EEC receiving endoscopic surgery, and to construct a nomogram to evaluate the prognostic value of endos...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10164252/ https://www.ncbi.nlm.nih.gov/pubmed/37163166 http://dx.doi.org/10.1177/17562848231170470 |
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author | Sun, Danping Yi, Jun Gong, Lingqi Wu, Yu Liu, Xiaowei |
author_facet | Sun, Danping Yi, Jun Gong, Lingqi Wu, Yu Liu, Xiaowei |
author_sort | Sun, Danping |
collection | PubMed |
description | BACKGROUND: The growing numbers of early esophageal cancer (EEC) have increased the demand for endoscopic therapy. OBJECTIVES: To clarify the influential factors for the prognosis of patients with EEC receiving endoscopic surgery, and to construct a nomogram to evaluate the prognostic value of endoscopic therapy. DESIGN: Prognostic analysis study. METHODS: Clinical data of EEC patients who received endoscopic therapy between 2004 and 2015 were collected from the Surveillance, Epidemiology, and End Results database and used to construct the nomogram. The prognosis was analyzed by R language; the nomogram was constructed by Cox survival analysis; and the accuracy of the nomogram was verified by C index and the receiver operating characteristic (ROC) and calibration curves. X-Tile software was used to stratify the risk of patients. RESULTS: Our study constructed the nomogram of the prognosis of patients with EEC treated by endoscopic surgery, including 1118 patients and 5 independent prognostic factors of esophageal cancer-specific survival. The C index and the area under the ROC curve (AUC) of the training and verification cohorts were all >0.75. The calibration curve also reflected the good consistency of the model in predicting survival. Significant difference in the risk of patients from different stratifications with the same T staging existed, and the model had a better C index than that of the T staging. CONCLUSION: Our study reports potential influential factors affecting the prognosis of EEC patients who received endoscopic therapy and establishes a reliable nomogram to predict the risk and prognosis, which has certain advantages compared with traditional TNM staging system. |
format | Online Article Text |
id | pubmed-10164252 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-101642522023-05-08 Prognostic analysis and nomogram establishment in patients with early esophageal cancer receiving endoscopic therapy: a population-based study Sun, Danping Yi, Jun Gong, Lingqi Wu, Yu Liu, Xiaowei Therap Adv Gastroenterol Original Research BACKGROUND: The growing numbers of early esophageal cancer (EEC) have increased the demand for endoscopic therapy. OBJECTIVES: To clarify the influential factors for the prognosis of patients with EEC receiving endoscopic surgery, and to construct a nomogram to evaluate the prognostic value of endoscopic therapy. DESIGN: Prognostic analysis study. METHODS: Clinical data of EEC patients who received endoscopic therapy between 2004 and 2015 were collected from the Surveillance, Epidemiology, and End Results database and used to construct the nomogram. The prognosis was analyzed by R language; the nomogram was constructed by Cox survival analysis; and the accuracy of the nomogram was verified by C index and the receiver operating characteristic (ROC) and calibration curves. X-Tile software was used to stratify the risk of patients. RESULTS: Our study constructed the nomogram of the prognosis of patients with EEC treated by endoscopic surgery, including 1118 patients and 5 independent prognostic factors of esophageal cancer-specific survival. The C index and the area under the ROC curve (AUC) of the training and verification cohorts were all >0.75. The calibration curve also reflected the good consistency of the model in predicting survival. Significant difference in the risk of patients from different stratifications with the same T staging existed, and the model had a better C index than that of the T staging. CONCLUSION: Our study reports potential influential factors affecting the prognosis of EEC patients who received endoscopic therapy and establishes a reliable nomogram to predict the risk and prognosis, which has certain advantages compared with traditional TNM staging system. SAGE Publications 2023-05-05 /pmc/articles/PMC10164252/ /pubmed/37163166 http://dx.doi.org/10.1177/17562848231170470 Text en © The Author(s), 2023 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Research Sun, Danping Yi, Jun Gong, Lingqi Wu, Yu Liu, Xiaowei Prognostic analysis and nomogram establishment in patients with early esophageal cancer receiving endoscopic therapy: a population-based study |
title | Prognostic analysis and nomogram establishment in patients with early esophageal cancer receiving endoscopic therapy: a population-based study |
title_full | Prognostic analysis and nomogram establishment in patients with early esophageal cancer receiving endoscopic therapy: a population-based study |
title_fullStr | Prognostic analysis and nomogram establishment in patients with early esophageal cancer receiving endoscopic therapy: a population-based study |
title_full_unstemmed | Prognostic analysis and nomogram establishment in patients with early esophageal cancer receiving endoscopic therapy: a population-based study |
title_short | Prognostic analysis and nomogram establishment in patients with early esophageal cancer receiving endoscopic therapy: a population-based study |
title_sort | prognostic analysis and nomogram establishment in patients with early esophageal cancer receiving endoscopic therapy: a population-based study |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10164252/ https://www.ncbi.nlm.nih.gov/pubmed/37163166 http://dx.doi.org/10.1177/17562848231170470 |
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