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Prognosis prediction in esophageal signet-ring-cell carcinoma: a competing risk analysis
OBJECTIVE: This study aims to construct and validate a competing risk nomogram model to predict 1-year, 3-year, and 5-year cancer-specific survival (CSS) for patients with esophageal signet-ring-cell carcinoma. METHODS: Patients diagnosed with esophageal signet-ring-cell carcinoma (ESRCC) between 20...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10207763/ https://www.ncbi.nlm.nih.gov/pubmed/37221531 http://dx.doi.org/10.1186/s12876-023-02818-z |
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author | Chen, Chen Wang, Zehua Qin, Yanru |
author_facet | Chen, Chen Wang, Zehua Qin, Yanru |
author_sort | Chen, Chen |
collection | PubMed |
description | OBJECTIVE: This study aims to construct and validate a competing risk nomogram model to predict 1-year, 3-year, and 5-year cancer-specific survival (CSS) for patients with esophageal signet-ring-cell carcinoma. METHODS: Patients diagnosed with esophageal signet-ring-cell carcinoma (ESRCC) between 2010 and 2015 were abstracted from the Surveillance, Epidemiology, and End Results (SEER) database. We performed the competing risk model to select significant variables to build a competing risk nomogram, which was used to estimate 1-year, 3-year, and 5-year CSS probability. The C-index, receiver operating characteristic (ROC) curve, calibration plot, Brier score, and decision curve analysis were performed in the internal validation. RESULTS: A total of 564 patients with esophageal signet-ring-cell carcinoma fulfilled the eligibility criteria. The competing risk nomogram identified 4 prognostic variables, involving the gender, lung metastases, liver metastases, and receiving surgery. The C indexes of nomogram were 0.61, 0.75, and 0.70, respectively for 5-year, 3-year, and 1-year CSS prediction. The calibration plots displayed high consistency. The Brier scores and decision curve analysis respectively favored good prediction ability and clinical utility of the nomogram. CONCLUSIONS: A competing risk nomogram for esophageal signet-ring-cell carcinoma was successfully constructed and internally validated. This model is expected to predict 1-year, 3-year, and 5-year CSS, and help oncologists and pathologists in clinical decision making and health care management for esophageal signet-ring-cell carcinoma patients. |
format | Online Article Text |
id | pubmed-10207763 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-102077632023-05-25 Prognosis prediction in esophageal signet-ring-cell carcinoma: a competing risk analysis Chen, Chen Wang, Zehua Qin, Yanru BMC Gastroenterol Research OBJECTIVE: This study aims to construct and validate a competing risk nomogram model to predict 1-year, 3-year, and 5-year cancer-specific survival (CSS) for patients with esophageal signet-ring-cell carcinoma. METHODS: Patients diagnosed with esophageal signet-ring-cell carcinoma (ESRCC) between 2010 and 2015 were abstracted from the Surveillance, Epidemiology, and End Results (SEER) database. We performed the competing risk model to select significant variables to build a competing risk nomogram, which was used to estimate 1-year, 3-year, and 5-year CSS probability. The C-index, receiver operating characteristic (ROC) curve, calibration plot, Brier score, and decision curve analysis were performed in the internal validation. RESULTS: A total of 564 patients with esophageal signet-ring-cell carcinoma fulfilled the eligibility criteria. The competing risk nomogram identified 4 prognostic variables, involving the gender, lung metastases, liver metastases, and receiving surgery. The C indexes of nomogram were 0.61, 0.75, and 0.70, respectively for 5-year, 3-year, and 1-year CSS prediction. The calibration plots displayed high consistency. The Brier scores and decision curve analysis respectively favored good prediction ability and clinical utility of the nomogram. CONCLUSIONS: A competing risk nomogram for esophageal signet-ring-cell carcinoma was successfully constructed and internally validated. This model is expected to predict 1-year, 3-year, and 5-year CSS, and help oncologists and pathologists in clinical decision making and health care management for esophageal signet-ring-cell carcinoma patients. BioMed Central 2023-05-23 /pmc/articles/PMC10207763/ /pubmed/37221531 http://dx.doi.org/10.1186/s12876-023-02818-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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, Chen Wang, Zehua Qin, Yanru Prognosis prediction in esophageal signet-ring-cell carcinoma: a competing risk analysis |
title | Prognosis prediction in esophageal signet-ring-cell carcinoma: a competing risk analysis |
title_full | Prognosis prediction in esophageal signet-ring-cell carcinoma: a competing risk analysis |
title_fullStr | Prognosis prediction in esophageal signet-ring-cell carcinoma: a competing risk analysis |
title_full_unstemmed | Prognosis prediction in esophageal signet-ring-cell carcinoma: a competing risk analysis |
title_short | Prognosis prediction in esophageal signet-ring-cell carcinoma: a competing risk analysis |
title_sort | prognosis prediction in esophageal signet-ring-cell carcinoma: a competing risk analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10207763/ https://www.ncbi.nlm.nih.gov/pubmed/37221531 http://dx.doi.org/10.1186/s12876-023-02818-z |
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