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A prognostic nomogram for predicting overall survival in colorectal mucinous adenocarcinoma patients based on the SEER database
A nomogram was constructed to predict the survival of patients with colorectal mucinous adenocarcinoma based on data extracted from the Surveillance, Epidemiology and End Result (SEER) database. Data collected between 2010 and 2018 were obtained from the SEER database. The log-rank test and multivar...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Association of Basic Medical Sciences of Federation of Bosnia and Herzegovina
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10171444/ https://www.ncbi.nlm.nih.gov/pubmed/36373623 http://dx.doi.org/10.17305/bjbms.2022.8297 |
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author | Wu, Qian Zhang, Suqin Wang, Huan Zeng, Yifei Yang, Wei Pan, Wenjun Hong, Guodai Gao, Wenbin |
author_facet | Wu, Qian Zhang, Suqin Wang, Huan Zeng, Yifei Yang, Wei Pan, Wenjun Hong, Guodai Gao, Wenbin |
author_sort | Wu, Qian |
collection | PubMed |
description | A nomogram was constructed to predict the survival of patients with colorectal mucinous adenocarcinoma based on data extracted from the Surveillance, Epidemiology and End Result (SEER) database. Data collected between 2010 and 2018 were obtained from the SEER database. The log-rank test and multivariate Cox regression were performed to identify the independent prognostic factors for overall survival, which were further used to construct a nomogram model to predict 1-, 3-, and 5-year overall survival. In total, 10,846 patients diagnosed with colorectal mucinous adenocarcinoma were enrolled in the study. The following 11 variables were associated with survival and were further incorporated into the nomogram: age at diagnosis, primary site, grade, tumour size, lymph node dissection, T stage, N stage, M stage, surgery for primary site, chemotherapy, and household income. The concordance index (C-index) value was 0.725 (95% confidence interval 0.716–0.734), and the receiver operating characteristic curves and calibration curves showed satisfactory predictive accuracy. Both the C-index and time-independent area under the curve values were greater than those of the American Joint Committee on Cancer 7th TNM classification system (both P < 0.001). In the validation group, the results were consistent with those of the training group, with a C-index value of 0.726 (95% confidence interval 0.713–0.739). This study constructed a practical nomogram to predict 1-, 3-, and 5-year OS for patients with colorectal mucinous adenocarcinoma based on the SEER data. |
format | Online Article Text |
id | pubmed-10171444 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Association of Basic Medical Sciences of Federation of Bosnia and Herzegovina |
record_format | MEDLINE/PubMed |
spelling | pubmed-101714442023-06-01 A prognostic nomogram for predicting overall survival in colorectal mucinous adenocarcinoma patients based on the SEER database Wu, Qian Zhang, Suqin Wang, Huan Zeng, Yifei Yang, Wei Pan, Wenjun Hong, Guodai Gao, Wenbin Biomol Biomed Research Article A nomogram was constructed to predict the survival of patients with colorectal mucinous adenocarcinoma based on data extracted from the Surveillance, Epidemiology and End Result (SEER) database. Data collected between 2010 and 2018 were obtained from the SEER database. The log-rank test and multivariate Cox regression were performed to identify the independent prognostic factors for overall survival, which were further used to construct a nomogram model to predict 1-, 3-, and 5-year overall survival. In total, 10,846 patients diagnosed with colorectal mucinous adenocarcinoma were enrolled in the study. The following 11 variables were associated with survival and were further incorporated into the nomogram: age at diagnosis, primary site, grade, tumour size, lymph node dissection, T stage, N stage, M stage, surgery for primary site, chemotherapy, and household income. The concordance index (C-index) value was 0.725 (95% confidence interval 0.716–0.734), and the receiver operating characteristic curves and calibration curves showed satisfactory predictive accuracy. Both the C-index and time-independent area under the curve values were greater than those of the American Joint Committee on Cancer 7th TNM classification system (both P < 0.001). In the validation group, the results were consistent with those of the training group, with a C-index value of 0.726 (95% confidence interval 0.713–0.739). This study constructed a practical nomogram to predict 1-, 3-, and 5-year OS for patients with colorectal mucinous adenocarcinoma based on the SEER data. Association of Basic Medical Sciences of Federation of Bosnia and Herzegovina 2023-06-01 2023-05-01 /pmc/articles/PMC10171444/ /pubmed/36373623 http://dx.doi.org/10.17305/bjbms.2022.8297 Text en © 2022 Wu et al. https://creativecommons.org/licenses/by/4.0/This article is available under a Creative Commons License (Attribution 4.0 International, as described at https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Research Article Wu, Qian Zhang, Suqin Wang, Huan Zeng, Yifei Yang, Wei Pan, Wenjun Hong, Guodai Gao, Wenbin A prognostic nomogram for predicting overall survival in colorectal mucinous adenocarcinoma patients based on the SEER database |
title | A prognostic nomogram for predicting overall survival in colorectal mucinous adenocarcinoma patients based on the SEER database |
title_full | A prognostic nomogram for predicting overall survival in colorectal mucinous adenocarcinoma patients based on the SEER database |
title_fullStr | A prognostic nomogram for predicting overall survival in colorectal mucinous adenocarcinoma patients based on the SEER database |
title_full_unstemmed | A prognostic nomogram for predicting overall survival in colorectal mucinous adenocarcinoma patients based on the SEER database |
title_short | A prognostic nomogram for predicting overall survival in colorectal mucinous adenocarcinoma patients based on the SEER database |
title_sort | prognostic nomogram for predicting overall survival in colorectal mucinous adenocarcinoma patients based on the seer database |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10171444/ https://www.ncbi.nlm.nih.gov/pubmed/36373623 http://dx.doi.org/10.17305/bjbms.2022.8297 |
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