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Risk factors and prognosis of liver metastasis in gallbladder cancer patients: A SEER-based study
BACKGROUND: Liver metastasis is a common complication in gallbladder cancer (GBC). We design this study to develop models for predicting the development of liver metastasis in GBC patients and evaluate the risk of mortality in these patients with liver metastasis. METHODS: GBC patients from Surveill...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9445213/ https://www.ncbi.nlm.nih.gov/pubmed/36081582 http://dx.doi.org/10.3389/fsurg.2022.899896 |
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author | Fang, Cheng Li, Wenhui Wang, Qingqiang Wang, Ruoran Dong, Hui Chen, Junjie Chen, Yong |
author_facet | Fang, Cheng Li, Wenhui Wang, Qingqiang Wang, Ruoran Dong, Hui Chen, Junjie Chen, Yong |
author_sort | Fang, Cheng |
collection | PubMed |
description | BACKGROUND: Liver metastasis is a common complication in gallbladder cancer (GBC). We design this study to develop models for predicting the development of liver metastasis in GBC patients and evaluate the risk of mortality in these patients with liver metastasis. METHODS: GBC patients from Surveillance Epidemiology and End Results (SEER) between 2010 and 2016 were included in this study. Logistic regression was performed to discover risk factors and construct predictive models for liver metastasis in GBC patients. Cox regression was utilized to find risk factors of mortality in GBC patients with liver metastasis. The area under the receiver operating characteristic curve (AUC) was calculated to evaluate the performance of the constructed predictive models. RESULTS: Multivariate logistic regression confirmed that T stage, N stage, and tumor grade were risk factors for liver metastasis in GBC patients. Composed of these factors, the model for predicting the development of liver metastasis had AUCs of 0.707 and 0.657 in the training cohort and testing cohort, respectively. Multivariate Cox regression showed that surgery of the primary site and chemotherapy were independently associated with the mortality of GBC patients with liver metastasis. Composed of these two factors, the predictive model for 1-year mortality of GBC patients with liver metastasis had AUCs of 0.734 and 0.776 in the training cohort and testing cohort, respectively. CONCLUSION: The predictive models that we constructed are helpful for surgeons to evaluate the risk of liver metastasis in GBC patients and the survival condition of those with liver metastasis. Surgery of the primary site and chemotherapy should be provided for GBC with liver metastasis. |
format | Online Article Text |
id | pubmed-9445213 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94452132022-09-07 Risk factors and prognosis of liver metastasis in gallbladder cancer patients: A SEER-based study Fang, Cheng Li, Wenhui Wang, Qingqiang Wang, Ruoran Dong, Hui Chen, Junjie Chen, Yong Front Surg Surgery BACKGROUND: Liver metastasis is a common complication in gallbladder cancer (GBC). We design this study to develop models for predicting the development of liver metastasis in GBC patients and evaluate the risk of mortality in these patients with liver metastasis. METHODS: GBC patients from Surveillance Epidemiology and End Results (SEER) between 2010 and 2016 were included in this study. Logistic regression was performed to discover risk factors and construct predictive models for liver metastasis in GBC patients. Cox regression was utilized to find risk factors of mortality in GBC patients with liver metastasis. The area under the receiver operating characteristic curve (AUC) was calculated to evaluate the performance of the constructed predictive models. RESULTS: Multivariate logistic regression confirmed that T stage, N stage, and tumor grade were risk factors for liver metastasis in GBC patients. Composed of these factors, the model for predicting the development of liver metastasis had AUCs of 0.707 and 0.657 in the training cohort and testing cohort, respectively. Multivariate Cox regression showed that surgery of the primary site and chemotherapy were independently associated with the mortality of GBC patients with liver metastasis. Composed of these two factors, the predictive model for 1-year mortality of GBC patients with liver metastasis had AUCs of 0.734 and 0.776 in the training cohort and testing cohort, respectively. CONCLUSION: The predictive models that we constructed are helpful for surgeons to evaluate the risk of liver metastasis in GBC patients and the survival condition of those with liver metastasis. Surgery of the primary site and chemotherapy should be provided for GBC with liver metastasis. Frontiers Media S.A. 2022-08-23 /pmc/articles/PMC9445213/ /pubmed/36081582 http://dx.doi.org/10.3389/fsurg.2022.899896 Text en © 2022 Fang, Li, Wang, Wang, Dong, Chen and Chen. 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) (https://creativecommons.org/licenses/by/4.0/) . 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 | Surgery Fang, Cheng Li, Wenhui Wang, Qingqiang Wang, Ruoran Dong, Hui Chen, Junjie Chen, Yong Risk factors and prognosis of liver metastasis in gallbladder cancer patients: A SEER-based study |
title | Risk factors and prognosis of liver metastasis in gallbladder cancer patients: A SEER-based study |
title_full | Risk factors and prognosis of liver metastasis in gallbladder cancer patients: A SEER-based study |
title_fullStr | Risk factors and prognosis of liver metastasis in gallbladder cancer patients: A SEER-based study |
title_full_unstemmed | Risk factors and prognosis of liver metastasis in gallbladder cancer patients: A SEER-based study |
title_short | Risk factors and prognosis of liver metastasis in gallbladder cancer patients: A SEER-based study |
title_sort | risk factors and prognosis of liver metastasis in gallbladder cancer patients: a seer-based study |
topic | Surgery |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9445213/ https://www.ncbi.nlm.nih.gov/pubmed/36081582 http://dx.doi.org/10.3389/fsurg.2022.899896 |
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