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Development and validation of prognostic nomograms for patients with metastatic small bowel adenocarcinoma: a retrospective cohort study
We aimed to explore factors associated with prognosis in patients with metastatic small bowel adenocarcinoma (SBA) as well as to develop and validate nomograms to predict overall survival (OS) and cancer-specific survival (CSS). Relevant information of patients diagnosed between 2004 and 2016 was ex...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8993898/ https://www.ncbi.nlm.nih.gov/pubmed/35396531 http://dx.doi.org/10.1038/s41598-022-09986-0 |
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author | Zhu, Hanlong Zhao, Si Zhao, Tianming Jiang, Kang Miao, Lin Jiang, Mingzuo Wang, Fangyu |
author_facet | Zhu, Hanlong Zhao, Si Zhao, Tianming Jiang, Kang Miao, Lin Jiang, Mingzuo Wang, Fangyu |
author_sort | Zhu, Hanlong |
collection | PubMed |
description | We aimed to explore factors associated with prognosis in patients with metastatic small bowel adenocarcinoma (SBA) as well as to develop and validate nomograms to predict overall survival (OS) and cancer-specific survival (CSS). Relevant information of patients diagnosed between 2004 and 2016 was extracted from the Surveillance, Epidemiology, and End Results (SEER) database. Nomograms for predicting 1- and 3-year OS and CSS were established with potential risk factors screened from multivariate cox regression analysis. The discrimination and accuracy of the nomograms were assessed by concordance index (C-index), calibration plots, and the area under receiver operating characteristic curve (AUC). In total, 373 SBA patients with M1 category were enrolled. Multivariate analysis revealed that age, size and grade of primary tumor, primary tumor surgery, and chemotherapy were significant variables associated with OS and CSS. The C-index values of the nomogram for OS were 0.715 and 0.687 in the training and validation cohorts, respectively. For CSS, it was 0.711 and 0.690, respectively. Through AUC, decision curve analysis (DCA) and calibration plots, the nomograms displayed satisfactory prognostic predicted ability and clinical application both in the OS and CSS. Our models could be served as a reliable tool for prognostic evaluation of patients with metastatic SBA, which are favorable in facilitating individualized survival predictions and clinical decision-making. |
format | Online Article Text |
id | pubmed-8993898 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-89938982022-04-11 Development and validation of prognostic nomograms for patients with metastatic small bowel adenocarcinoma: a retrospective cohort study Zhu, Hanlong Zhao, Si Zhao, Tianming Jiang, Kang Miao, Lin Jiang, Mingzuo Wang, Fangyu Sci Rep Article We aimed to explore factors associated with prognosis in patients with metastatic small bowel adenocarcinoma (SBA) as well as to develop and validate nomograms to predict overall survival (OS) and cancer-specific survival (CSS). Relevant information of patients diagnosed between 2004 and 2016 was extracted from the Surveillance, Epidemiology, and End Results (SEER) database. Nomograms for predicting 1- and 3-year OS and CSS were established with potential risk factors screened from multivariate cox regression analysis. The discrimination and accuracy of the nomograms were assessed by concordance index (C-index), calibration plots, and the area under receiver operating characteristic curve (AUC). In total, 373 SBA patients with M1 category were enrolled. Multivariate analysis revealed that age, size and grade of primary tumor, primary tumor surgery, and chemotherapy were significant variables associated with OS and CSS. The C-index values of the nomogram for OS were 0.715 and 0.687 in the training and validation cohorts, respectively. For CSS, it was 0.711 and 0.690, respectively. Through AUC, decision curve analysis (DCA) and calibration plots, the nomograms displayed satisfactory prognostic predicted ability and clinical application both in the OS and CSS. Our models could be served as a reliable tool for prognostic evaluation of patients with metastatic SBA, which are favorable in facilitating individualized survival predictions and clinical decision-making. Nature Publishing Group UK 2022-04-08 /pmc/articles/PMC8993898/ /pubmed/35396531 http://dx.doi.org/10.1038/s41598-022-09986-0 Text en © The Author(s) 2022 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 | Article Zhu, Hanlong Zhao, Si Zhao, Tianming Jiang, Kang Miao, Lin Jiang, Mingzuo Wang, Fangyu Development and validation of prognostic nomograms for patients with metastatic small bowel adenocarcinoma: a retrospective cohort study |
title | Development and validation of prognostic nomograms for patients with metastatic small bowel adenocarcinoma: a retrospective cohort study |
title_full | Development and validation of prognostic nomograms for patients with metastatic small bowel adenocarcinoma: a retrospective cohort study |
title_fullStr | Development and validation of prognostic nomograms for patients with metastatic small bowel adenocarcinoma: a retrospective cohort study |
title_full_unstemmed | Development and validation of prognostic nomograms for patients with metastatic small bowel adenocarcinoma: a retrospective cohort study |
title_short | Development and validation of prognostic nomograms for patients with metastatic small bowel adenocarcinoma: a retrospective cohort study |
title_sort | development and validation of prognostic nomograms for patients with metastatic small bowel adenocarcinoma: a retrospective cohort study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8993898/ https://www.ncbi.nlm.nih.gov/pubmed/35396531 http://dx.doi.org/10.1038/s41598-022-09986-0 |
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