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Construction of the survival nomograms for colon cancer patients of different ages based on the SEER database
INTRODUCTION: Three nomograms for predicting the outcomes of early- and late-onset colon cancer (COCA) among patients not stratified by age were constructed using data in the Epidemiology and End Results (SEER) database (1975–2019). The accuracy of the nomogram was then assessed. METHOD: Clinical da...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Berlin Heidelberg
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10620318/ https://www.ncbi.nlm.nih.gov/pubmed/37639008 http://dx.doi.org/10.1007/s00432-023-05323-8 |
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author | Yang, Yuzhou Xu, Peng Zhang, Cheng |
author_facet | Yang, Yuzhou Xu, Peng Zhang, Cheng |
author_sort | Yang, Yuzhou |
collection | PubMed |
description | INTRODUCTION: Three nomograms for predicting the outcomes of early- and late-onset colon cancer (COCA) among patients not stratified by age were constructed using data in the Epidemiology and End Results (SEER) database (1975–2019). The accuracy of the nomogram was then assessed. METHOD: Clinical data of 6107 patients with COCA were obtained from the SEER database. The patients were randomly divided into training and validation cohorts in a ratio of 7:3. Univariate and multivariate COX analyses of factors that could independently impact the prognosis of COCA were performed, and the corresponding nomograms for early-onset and late-onset COCA were constructed. Calibration curves, ROC curves, and C-index were used to determine the predictive accuracy. The discriminatory ability of the nomograms to assess their clinical utility, which was compared with the TNM staging system of the 8th edition of AJCC, was verified using survival analysis. RESULT: Tumor primary site, ethnicity, and serum carcinoembryonic antigen (CEA) level significantly impacted the prognosis of colon cancer. Race, brain metastasis, and CEA were independent factors for predicting COCA prognosis. C-index, ROC, and calibration curves demonstrated that the three nomograms were accurate and superior to the traditional TNM staging system. Among the three nomograms, the early-onset COCA nomogram had the highest predictive accuracy, followed by that of colon cancer not stratified by age. CONCLUSION: Three nomograms for patients not stratified by age, early-onset colon cancer, and late-onset colon cancer were constructed. The accuracies of the nomograms were good and were all superior to the conventional TNM staging system. The early- and late-onset COCA nomograms are useful for clinical management and individualized treatment of COCA patients at different ages. |
format | Online Article Text |
id | pubmed-10620318 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-106203182023-11-03 Construction of the survival nomograms for colon cancer patients of different ages based on the SEER database Yang, Yuzhou Xu, Peng Zhang, Cheng J Cancer Res Clin Oncol Research INTRODUCTION: Three nomograms for predicting the outcomes of early- and late-onset colon cancer (COCA) among patients not stratified by age were constructed using data in the Epidemiology and End Results (SEER) database (1975–2019). The accuracy of the nomogram was then assessed. METHOD: Clinical data of 6107 patients with COCA were obtained from the SEER database. The patients were randomly divided into training and validation cohorts in a ratio of 7:3. Univariate and multivariate COX analyses of factors that could independently impact the prognosis of COCA were performed, and the corresponding nomograms for early-onset and late-onset COCA were constructed. Calibration curves, ROC curves, and C-index were used to determine the predictive accuracy. The discriminatory ability of the nomograms to assess their clinical utility, which was compared with the TNM staging system of the 8th edition of AJCC, was verified using survival analysis. RESULT: Tumor primary site, ethnicity, and serum carcinoembryonic antigen (CEA) level significantly impacted the prognosis of colon cancer. Race, brain metastasis, and CEA were independent factors for predicting COCA prognosis. C-index, ROC, and calibration curves demonstrated that the three nomograms were accurate and superior to the traditional TNM staging system. Among the three nomograms, the early-onset COCA nomogram had the highest predictive accuracy, followed by that of colon cancer not stratified by age. CONCLUSION: Three nomograms for patients not stratified by age, early-onset colon cancer, and late-onset colon cancer were constructed. The accuracies of the nomograms were good and were all superior to the conventional TNM staging system. The early- and late-onset COCA nomograms are useful for clinical management and individualized treatment of COCA patients at different ages. Springer Berlin Heidelberg 2023-08-28 2023 /pmc/articles/PMC10620318/ /pubmed/37639008 http://dx.doi.org/10.1007/s00432-023-05323-8 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/) . |
spellingShingle | Research Yang, Yuzhou Xu, Peng Zhang, Cheng Construction of the survival nomograms for colon cancer patients of different ages based on the SEER database |
title | Construction of the survival nomograms for colon cancer patients of different ages based on the SEER database |
title_full | Construction of the survival nomograms for colon cancer patients of different ages based on the SEER database |
title_fullStr | Construction of the survival nomograms for colon cancer patients of different ages based on the SEER database |
title_full_unstemmed | Construction of the survival nomograms for colon cancer patients of different ages based on the SEER database |
title_short | Construction of the survival nomograms for colon cancer patients of different ages based on the SEER database |
title_sort | construction of the survival nomograms for colon cancer patients of different ages based on the seer database |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10620318/ https://www.ncbi.nlm.nih.gov/pubmed/37639008 http://dx.doi.org/10.1007/s00432-023-05323-8 |
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