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Nomogram for predicting overall survival in colorectal cancer with distant metastasis
BACKGROUND: Colorectal cancer (CRC) is a major cancer burden, and prognosis is determined by many demographic and clinicopathologic factors. The present study aimed to construct a prognostic nomogram for colorectal cancer patients with distant metastasis. METHODS: Colorectal cancer patients with dis...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7934422/ https://www.ncbi.nlm.nih.gov/pubmed/33663400 http://dx.doi.org/10.1186/s12876-021-01692-x |
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author | Liu, Zheng Xu, Yao Xu, Guijun Baklaushev, Vladimir P. Chekhonin, Vladimir P. Peltzer, Karl Ma, Wenjuan Wang, Xin Wang, Guowen Zhang, Chao |
author_facet | Liu, Zheng Xu, Yao Xu, Guijun Baklaushev, Vladimir P. Chekhonin, Vladimir P. Peltzer, Karl Ma, Wenjuan Wang, Xin Wang, Guowen Zhang, Chao |
author_sort | Liu, Zheng |
collection | PubMed |
description | BACKGROUND: Colorectal cancer (CRC) is a major cancer burden, and prognosis is determined by many demographic and clinicopathologic factors. The present study aimed to construct a prognostic nomogram for colorectal cancer patients with distant metastasis. METHODS: Colorectal cancer patients with distant metastasis diagnosed between 2010 and 2016 were selected from the Surveillance, Epidemiology, and End Results database. Cox proportional hazards regression was used to identify independent prognostic factors. A nomogram was constructed to predict survival, and validation was performed. RESULTS: A total of 7099 stage IV colorectal cancer patients were enrolled in the construction cohort. The median overall survival was 20.0 (95% CI 19.3–20.7) months. Age at diagnosis, marital status, race, primary tumour site, tumour grade, CEA level, T stage, N stage, presence of bone, brain, liver and lung metastasis, surgery for primary site and performance of chemotherapy were independent prognostic factors. The nomogram was constructed and the calibration curve showed satisfactory agreement. The C-index was 0.742 (95% CI 0.726–0.758). In the validation cohort (7098 patients), the nomogram showed satisfactory discrimination and calibration with a C-index of 0.746 (95% CI 0.730–0.762). CONCLUSION: A series of factors associated with the survival of CRC patients with distant metastasis were found. Based on the identified factors, a nomogram was generated to predict the survival of stage IV colorectal cancer patients. The predictive model showed satisfactory discrimination and calibration, which can provide a reference for survival estimation and individualized treatment decisions. |
format | Online Article Text |
id | pubmed-7934422 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-79344222021-03-08 Nomogram for predicting overall survival in colorectal cancer with distant metastasis Liu, Zheng Xu, Yao Xu, Guijun Baklaushev, Vladimir P. Chekhonin, Vladimir P. Peltzer, Karl Ma, Wenjuan Wang, Xin Wang, Guowen Zhang, Chao BMC Gastroenterol Research Article BACKGROUND: Colorectal cancer (CRC) is a major cancer burden, and prognosis is determined by many demographic and clinicopathologic factors. The present study aimed to construct a prognostic nomogram for colorectal cancer patients with distant metastasis. METHODS: Colorectal cancer patients with distant metastasis diagnosed between 2010 and 2016 were selected from the Surveillance, Epidemiology, and End Results database. Cox proportional hazards regression was used to identify independent prognostic factors. A nomogram was constructed to predict survival, and validation was performed. RESULTS: A total of 7099 stage IV colorectal cancer patients were enrolled in the construction cohort. The median overall survival was 20.0 (95% CI 19.3–20.7) months. Age at diagnosis, marital status, race, primary tumour site, tumour grade, CEA level, T stage, N stage, presence of bone, brain, liver and lung metastasis, surgery for primary site and performance of chemotherapy were independent prognostic factors. The nomogram was constructed and the calibration curve showed satisfactory agreement. The C-index was 0.742 (95% CI 0.726–0.758). In the validation cohort (7098 patients), the nomogram showed satisfactory discrimination and calibration with a C-index of 0.746 (95% CI 0.730–0.762). CONCLUSION: A series of factors associated with the survival of CRC patients with distant metastasis were found. Based on the identified factors, a nomogram was generated to predict the survival of stage IV colorectal cancer patients. The predictive model showed satisfactory discrimination and calibration, which can provide a reference for survival estimation and individualized treatment decisions. BioMed Central 2021-03-04 /pmc/articles/PMC7934422/ /pubmed/33663400 http://dx.doi.org/10.1186/s12876-021-01692-x Text en © The Author(s) 2021 Open AccessThis 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/. The Creative Commons Public Domain Dedication waiver (http://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 Article Liu, Zheng Xu, Yao Xu, Guijun Baklaushev, Vladimir P. Chekhonin, Vladimir P. Peltzer, Karl Ma, Wenjuan Wang, Xin Wang, Guowen Zhang, Chao Nomogram for predicting overall survival in colorectal cancer with distant metastasis |
title | Nomogram for predicting overall survival in colorectal cancer with distant metastasis |
title_full | Nomogram for predicting overall survival in colorectal cancer with distant metastasis |
title_fullStr | Nomogram for predicting overall survival in colorectal cancer with distant metastasis |
title_full_unstemmed | Nomogram for predicting overall survival in colorectal cancer with distant metastasis |
title_short | Nomogram for predicting overall survival in colorectal cancer with distant metastasis |
title_sort | nomogram for predicting overall survival in colorectal cancer with distant metastasis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7934422/ https://www.ncbi.nlm.nih.gov/pubmed/33663400 http://dx.doi.org/10.1186/s12876-021-01692-x |
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