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Development and external validation of a nomogram predicting overall survival after curative resection of colon cancer
OBJECTIVE: To develop and externally validate a prognostic nomogram to predict overall survival (OS) in patients with resectable colon cancer. METHODS: Data for 50,996 patients diagnosed with non-metastatic colon cancer were retrieved from the Surveillance, Epidemiology, and End Results (SEER) datab...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8127758/ https://www.ncbi.nlm.nih.gov/pubmed/33990147 http://dx.doi.org/10.1177/03000605211015023 |
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author | Wang, Shuanhu Liu, Yakui Shi, Yi Guan, Jiajia Liu, Mulin Wang, Wenbin |
author_facet | Wang, Shuanhu Liu, Yakui Shi, Yi Guan, Jiajia Liu, Mulin Wang, Wenbin |
author_sort | Wang, Shuanhu |
collection | PubMed |
description | OBJECTIVE: To develop and externally validate a prognostic nomogram to predict overall survival (OS) in patients with resectable colon cancer. METHODS: Data for 50,996 patients diagnosed with non-metastatic colon cancer were retrieved from the Surveillance, Epidemiology, and End Results (SEER) database. Patients were assigned randomly to the training set (n = 34,168) or validation set (n = 16,828). Independent prognostic factors were identified by multivariate Cox proportional hazards regression analysis and used to construct the nomogram. Harrell’s C-index and calibration plots were calculated using the SEER validation set. Additional external validation was performed using a Chinese dataset (n = 342). RESULTS: Harrell’s C-index of the nomogram for OS in the SEER validation set was 0.71, which was superior to that using the 7th edition of the American Joint Committee on Cancer TNM staging (0.59). Calibration plots showed consistency between actual observations and predicted 1-, 3-, and 5-year survival. Harrell’s C-index (0.72) and calibration plot showed excellent predictive accuracy in the external validation set. CONCLUSIONS: We developed a nomogram to predict OS after curative resection for colon cancer. Validation using the SEER and external datasets revealed good discrimination and calibration. This nomogram may help predict individual survival in patients with colon cancer. |
format | Online Article Text |
id | pubmed-8127758 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-81277582021-05-24 Development and external validation of a nomogram predicting overall survival after curative resection of colon cancer Wang, Shuanhu Liu, Yakui Shi, Yi Guan, Jiajia Liu, Mulin Wang, Wenbin J Int Med Res Retrospective Clinical Research Report OBJECTIVE: To develop and externally validate a prognostic nomogram to predict overall survival (OS) in patients with resectable colon cancer. METHODS: Data for 50,996 patients diagnosed with non-metastatic colon cancer were retrieved from the Surveillance, Epidemiology, and End Results (SEER) database. Patients were assigned randomly to the training set (n = 34,168) or validation set (n = 16,828). Independent prognostic factors were identified by multivariate Cox proportional hazards regression analysis and used to construct the nomogram. Harrell’s C-index and calibration plots were calculated using the SEER validation set. Additional external validation was performed using a Chinese dataset (n = 342). RESULTS: Harrell’s C-index of the nomogram for OS in the SEER validation set was 0.71, which was superior to that using the 7th edition of the American Joint Committee on Cancer TNM staging (0.59). Calibration plots showed consistency between actual observations and predicted 1-, 3-, and 5-year survival. Harrell’s C-index (0.72) and calibration plot showed excellent predictive accuracy in the external validation set. CONCLUSIONS: We developed a nomogram to predict OS after curative resection for colon cancer. Validation using the SEER and external datasets revealed good discrimination and calibration. This nomogram may help predict individual survival in patients with colon cancer. SAGE Publications 2021-05-14 /pmc/articles/PMC8127758/ /pubmed/33990147 http://dx.doi.org/10.1177/03000605211015023 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by-nc/4.0/Creative Commons Non Commercial CC BY-NC: 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 pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Retrospective Clinical Research Report Wang, Shuanhu Liu, Yakui Shi, Yi Guan, Jiajia Liu, Mulin Wang, Wenbin Development and external validation of a nomogram predicting overall survival after curative resection of colon cancer |
title | Development and external validation of a nomogram predicting overall survival after curative resection of colon cancer |
title_full | Development and external validation of a nomogram predicting overall survival after curative resection of colon cancer |
title_fullStr | Development and external validation of a nomogram predicting overall survival after curative resection of colon cancer |
title_full_unstemmed | Development and external validation of a nomogram predicting overall survival after curative resection of colon cancer |
title_short | Development and external validation of a nomogram predicting overall survival after curative resection of colon cancer |
title_sort | development and external validation of a nomogram predicting overall survival after curative resection of colon cancer |
topic | Retrospective Clinical Research Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8127758/ https://www.ncbi.nlm.nih.gov/pubmed/33990147 http://dx.doi.org/10.1177/03000605211015023 |
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