Cargando…
Development and validation of a clinical survival model for young-onset colorectal cancer with synchronous liver-only metastases: a SEER population-based study and external validation
BACKGROUND: The morbidity and mortality of young-onset colorectal cancer (YO-CRC) patients have been increasing in recent years. Moreover, YO-CRC patients with synchronous liver-only metastases (YO-CRCSLM) have various survival outcomes. Therefore, the purpose of this study was to construct and vali...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10153626/ https://www.ncbi.nlm.nih.gov/pubmed/37143954 http://dx.doi.org/10.3389/fonc.2023.1161742 |
_version_ | 1785035959232888832 |
---|---|
author | Li, Tao Liang, Yahang Wang, Daqiang Zhou, Zhen Shi, Haoran Li, Mingming Liao, Hualin Li, Taiyuan Lei, Xiong |
author_facet | Li, Tao Liang, Yahang Wang, Daqiang Zhou, Zhen Shi, Haoran Li, Mingming Liao, Hualin Li, Taiyuan Lei, Xiong |
author_sort | Li, Tao |
collection | PubMed |
description | BACKGROUND: The morbidity and mortality of young-onset colorectal cancer (YO-CRC) patients have been increasing in recent years. Moreover, YO-CRC patients with synchronous liver-only metastases (YO-CRCSLM) have various survival outcomes. Therefore, the purpose of this study was to construct and validate a prognostic nomogram for patients with YO-CRCSLM. METHODS: The YO-CRCSLM patients were rigorously screened from the Surveillance, Epidemiology, and End Results (SEER) database in January 2010 and December 2018 and then assigned to a training and validation cohort randomly (1488 and 639 patients, respectively). Moreover, the 122 YO-CRCSLM patients who were enrolled in The First Affiliated Hospital of Nanchang University were served as a testing cohort. The variables were selected using the multivariable Cox model based on the training cohort and then developed a nomogram. The validation and testing cohort were used to validate the model’s predictive accuracy. The calibration plots were used to determine the Nomogram’s discriminative capabilities and precision, and the decision analysis (DCA) was performed to evaluate the Nomogram’s net benefit. Finally, the Kaplan-Meier survival analyses were performed for the stratified patients based on total nomogram scores classified by the X-tile software. RESULTS: The Nomogram was constructed including ten variables: marital status, primary site, grade, metastatic lymph nodes ratio (LNR), T stage, N stage, carcinoembryonic antigen (CEA), Surgery, and chemotherapy. The Nomogram performed admirably in the validation and testing group according to the calibration curves. The DCA analyses showed good clinical utility values. Low-risk patients (score<234) had significantly better survival outcomes than middle-risk (234–318) and high-risk (>318) patients (P < 0.001). CONCLUSION: A nomogram predicting the survival outcomes for patients with YO-CRCSLM was developed. In addition to facilitating personalized survival prediction, this nomogram may assist in developing clinical treatment strategies for patients with YO-CRCSLM who are undergoing treatment. |
format | Online Article Text |
id | pubmed-10153626 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-101536262023-05-03 Development and validation of a clinical survival model for young-onset colorectal cancer with synchronous liver-only metastases: a SEER population-based study and external validation Li, Tao Liang, Yahang Wang, Daqiang Zhou, Zhen Shi, Haoran Li, Mingming Liao, Hualin Li, Taiyuan Lei, Xiong Front Oncol Oncology BACKGROUND: The morbidity and mortality of young-onset colorectal cancer (YO-CRC) patients have been increasing in recent years. Moreover, YO-CRC patients with synchronous liver-only metastases (YO-CRCSLM) have various survival outcomes. Therefore, the purpose of this study was to construct and validate a prognostic nomogram for patients with YO-CRCSLM. METHODS: The YO-CRCSLM patients were rigorously screened from the Surveillance, Epidemiology, and End Results (SEER) database in January 2010 and December 2018 and then assigned to a training and validation cohort randomly (1488 and 639 patients, respectively). Moreover, the 122 YO-CRCSLM patients who were enrolled in The First Affiliated Hospital of Nanchang University were served as a testing cohort. The variables were selected using the multivariable Cox model based on the training cohort and then developed a nomogram. The validation and testing cohort were used to validate the model’s predictive accuracy. The calibration plots were used to determine the Nomogram’s discriminative capabilities and precision, and the decision analysis (DCA) was performed to evaluate the Nomogram’s net benefit. Finally, the Kaplan-Meier survival analyses were performed for the stratified patients based on total nomogram scores classified by the X-tile software. RESULTS: The Nomogram was constructed including ten variables: marital status, primary site, grade, metastatic lymph nodes ratio (LNR), T stage, N stage, carcinoembryonic antigen (CEA), Surgery, and chemotherapy. The Nomogram performed admirably in the validation and testing group according to the calibration curves. The DCA analyses showed good clinical utility values. Low-risk patients (score<234) had significantly better survival outcomes than middle-risk (234–318) and high-risk (>318) patients (P < 0.001). CONCLUSION: A nomogram predicting the survival outcomes for patients with YO-CRCSLM was developed. In addition to facilitating personalized survival prediction, this nomogram may assist in developing clinical treatment strategies for patients with YO-CRCSLM who are undergoing treatment. Frontiers Media S.A. 2023-04-18 /pmc/articles/PMC10153626/ /pubmed/37143954 http://dx.doi.org/10.3389/fonc.2023.1161742 Text en Copyright © 2023 Li, Liang, Wang, Zhou, Shi, Li, Liao, Li and Lei https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Li, Tao Liang, Yahang Wang, Daqiang Zhou, Zhen Shi, Haoran Li, Mingming Liao, Hualin Li, Taiyuan Lei, Xiong Development and validation of a clinical survival model for young-onset colorectal cancer with synchronous liver-only metastases: a SEER population-based study and external validation |
title | Development and validation of a clinical survival model for young-onset colorectal cancer with synchronous liver-only metastases: a SEER population-based study and external validation |
title_full | Development and validation of a clinical survival model for young-onset colorectal cancer with synchronous liver-only metastases: a SEER population-based study and external validation |
title_fullStr | Development and validation of a clinical survival model for young-onset colorectal cancer with synchronous liver-only metastases: a SEER population-based study and external validation |
title_full_unstemmed | Development and validation of a clinical survival model for young-onset colorectal cancer with synchronous liver-only metastases: a SEER population-based study and external validation |
title_short | Development and validation of a clinical survival model for young-onset colorectal cancer with synchronous liver-only metastases: a SEER population-based study and external validation |
title_sort | development and validation of a clinical survival model for young-onset colorectal cancer with synchronous liver-only metastases: a seer population-based study and external validation |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10153626/ https://www.ncbi.nlm.nih.gov/pubmed/37143954 http://dx.doi.org/10.3389/fonc.2023.1161742 |
work_keys_str_mv | AT litao developmentandvalidationofaclinicalsurvivalmodelforyoungonsetcolorectalcancerwithsynchronousliveronlymetastasesaseerpopulationbasedstudyandexternalvalidation AT liangyahang developmentandvalidationofaclinicalsurvivalmodelforyoungonsetcolorectalcancerwithsynchronousliveronlymetastasesaseerpopulationbasedstudyandexternalvalidation AT wangdaqiang developmentandvalidationofaclinicalsurvivalmodelforyoungonsetcolorectalcancerwithsynchronousliveronlymetastasesaseerpopulationbasedstudyandexternalvalidation AT zhouzhen developmentandvalidationofaclinicalsurvivalmodelforyoungonsetcolorectalcancerwithsynchronousliveronlymetastasesaseerpopulationbasedstudyandexternalvalidation AT shihaoran developmentandvalidationofaclinicalsurvivalmodelforyoungonsetcolorectalcancerwithsynchronousliveronlymetastasesaseerpopulationbasedstudyandexternalvalidation AT limingming developmentandvalidationofaclinicalsurvivalmodelforyoungonsetcolorectalcancerwithsynchronousliveronlymetastasesaseerpopulationbasedstudyandexternalvalidation AT liaohualin developmentandvalidationofaclinicalsurvivalmodelforyoungonsetcolorectalcancerwithsynchronousliveronlymetastasesaseerpopulationbasedstudyandexternalvalidation AT litaiyuan developmentandvalidationofaclinicalsurvivalmodelforyoungonsetcolorectalcancerwithsynchronousliveronlymetastasesaseerpopulationbasedstudyandexternalvalidation AT leixiong developmentandvalidationofaclinicalsurvivalmodelforyoungonsetcolorectalcancerwithsynchronousliveronlymetastasesaseerpopulationbasedstudyandexternalvalidation |