Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Fang, Cheng, Li, Wenhui, Wang, Qingqiang, Wang, Ruoran, Dong, Hui, Chen, Junjie, Chen, Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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
_version_ 1784783378702139392
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
work_keys_str_mv AT fangcheng riskfactorsandprognosisoflivermetastasisingallbladdercancerpatientsaseerbasedstudy
AT liwenhui riskfactorsandprognosisoflivermetastasisingallbladdercancerpatientsaseerbasedstudy
AT wangqingqiang riskfactorsandprognosisoflivermetastasisingallbladdercancerpatientsaseerbasedstudy
AT wangruoran riskfactorsandprognosisoflivermetastasisingallbladdercancerpatientsaseerbasedstudy
AT donghui riskfactorsandprognosisoflivermetastasisingallbladdercancerpatientsaseerbasedstudy
AT chenjunjie riskfactorsandprognosisoflivermetastasisingallbladdercancerpatientsaseerbasedstudy
AT chenyong riskfactorsandprognosisoflivermetastasisingallbladdercancerpatientsaseerbasedstudy