Cargando…
A Novel Prognostic Nomogram for Gallbladder Cancer after Surgical Resection: A Single-Center Experience
BACKGROUND: Gallbladder cancer (GBC), which accounts for more than 80% of biliary tract malignancies, has a poor prognosis with an overall 5-year survival less than 10%. The study aimed to identify risk factors and develop a predictive model for GBC following surgical resection. METHODS: 98 GBC pati...
Autores principales: | , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8383717/ https://www.ncbi.nlm.nih.gov/pubmed/34447433 http://dx.doi.org/10.1155/2021/6619149 |
_version_ | 1783741795113369600 |
---|---|
author | Ma, Zuyi Dong, Fengying Li, Zhenchong Zheng, Zehao Zhou, Zixuan Zhuang, Hongkai Liu, Chunsheng Huang, Bowen Huang, Shanzhou Zou, Yiping Yang, LinLing Gong, Yuanfeng Zhang, Chuanzhao Hou, Baohua |
author_facet | Ma, Zuyi Dong, Fengying Li, Zhenchong Zheng, Zehao Zhou, Zixuan Zhuang, Hongkai Liu, Chunsheng Huang, Bowen Huang, Shanzhou Zou, Yiping Yang, LinLing Gong, Yuanfeng Zhang, Chuanzhao Hou, Baohua |
author_sort | Ma, Zuyi |
collection | PubMed |
description | BACKGROUND: Gallbladder cancer (GBC), which accounts for more than 80% of biliary tract malignancies, has a poor prognosis with an overall 5-year survival less than 10%. The study aimed to identify risk factors and develop a predictive model for GBC following surgical resection. METHODS: 98 GBC patients who underwent surgical resection from Guangdong Provincial People's Hospital were enrolled in the study. Cox-regression analysis was performed to identify significant prognostic factors. A nomogram was constructed and Harrell's concordance index, calibration plot, and decision cure analysis were used to evaluate the discrimination and calibration of the nomogram. RESULTS: Liver resection, tumor size, perineural invasion, surgical margin, and liver invasion were identified as independent risk factors for overall survival (OS) in GBC patients who underwent surgical resection. Based on the selected risk factors, a novel nomogram was constructed. The C-index of the nomogram was 0.777, which was higher than the American Joint Committee on Cancer (AJCC) staging system (0.724) and Nevin staging system (0.659). Decision cure analysis revealed that the nomogram had a better net benefit and the calibration curves for the 1-, 3-, and 5-year survival probabilities were also well matched with the actual survival rates. Lastly, high-risk GBC were stratified based on the scores of the nomogram and we found high-risk GBC were associated with both worse OS and disease-free survival (DFS). CONCLUSION: We developed a nomogram showing a better predictive capacity for patients' survival of resected GBC than the AJCC staging systems. The established model may help to stratify high-risk GBC and facilitate decision-making in the clinic. |
format | Online Article Text |
id | pubmed-8383717 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-83837172021-08-25 A Novel Prognostic Nomogram for Gallbladder Cancer after Surgical Resection: A Single-Center Experience Ma, Zuyi Dong, Fengying Li, Zhenchong Zheng, Zehao Zhou, Zixuan Zhuang, Hongkai Liu, Chunsheng Huang, Bowen Huang, Shanzhou Zou, Yiping Yang, LinLing Gong, Yuanfeng Zhang, Chuanzhao Hou, Baohua J Oncol Research Article BACKGROUND: Gallbladder cancer (GBC), which accounts for more than 80% of biliary tract malignancies, has a poor prognosis with an overall 5-year survival less than 10%. The study aimed to identify risk factors and develop a predictive model for GBC following surgical resection. METHODS: 98 GBC patients who underwent surgical resection from Guangdong Provincial People's Hospital were enrolled in the study. Cox-regression analysis was performed to identify significant prognostic factors. A nomogram was constructed and Harrell's concordance index, calibration plot, and decision cure analysis were used to evaluate the discrimination and calibration of the nomogram. RESULTS: Liver resection, tumor size, perineural invasion, surgical margin, and liver invasion were identified as independent risk factors for overall survival (OS) in GBC patients who underwent surgical resection. Based on the selected risk factors, a novel nomogram was constructed. The C-index of the nomogram was 0.777, which was higher than the American Joint Committee on Cancer (AJCC) staging system (0.724) and Nevin staging system (0.659). Decision cure analysis revealed that the nomogram had a better net benefit and the calibration curves for the 1-, 3-, and 5-year survival probabilities were also well matched with the actual survival rates. Lastly, high-risk GBC were stratified based on the scores of the nomogram and we found high-risk GBC were associated with both worse OS and disease-free survival (DFS). CONCLUSION: We developed a nomogram showing a better predictive capacity for patients' survival of resected GBC than the AJCC staging systems. The established model may help to stratify high-risk GBC and facilitate decision-making in the clinic. Hindawi 2021-02-08 /pmc/articles/PMC8383717/ /pubmed/34447433 http://dx.doi.org/10.1155/2021/6619149 Text en Copyright © 2021 Zuyi Ma et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Ma, Zuyi Dong, Fengying Li, Zhenchong Zheng, Zehao Zhou, Zixuan Zhuang, Hongkai Liu, Chunsheng Huang, Bowen Huang, Shanzhou Zou, Yiping Yang, LinLing Gong, Yuanfeng Zhang, Chuanzhao Hou, Baohua A Novel Prognostic Nomogram for Gallbladder Cancer after Surgical Resection: A Single-Center Experience |
title | A Novel Prognostic Nomogram for Gallbladder Cancer after Surgical Resection: A Single-Center Experience |
title_full | A Novel Prognostic Nomogram for Gallbladder Cancer after Surgical Resection: A Single-Center Experience |
title_fullStr | A Novel Prognostic Nomogram for Gallbladder Cancer after Surgical Resection: A Single-Center Experience |
title_full_unstemmed | A Novel Prognostic Nomogram for Gallbladder Cancer after Surgical Resection: A Single-Center Experience |
title_short | A Novel Prognostic Nomogram for Gallbladder Cancer after Surgical Resection: A Single-Center Experience |
title_sort | novel prognostic nomogram for gallbladder cancer after surgical resection: a single-center experience |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8383717/ https://www.ncbi.nlm.nih.gov/pubmed/34447433 http://dx.doi.org/10.1155/2021/6619149 |
work_keys_str_mv | AT mazuyi anovelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT dongfengying anovelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT lizhenchong anovelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT zhengzehao anovelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT zhouzixuan anovelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT zhuanghongkai anovelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT liuchunsheng anovelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT huangbowen anovelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT huangshanzhou anovelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT zouyiping anovelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT yanglinling anovelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT gongyuanfeng anovelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT zhangchuanzhao anovelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT houbaohua anovelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT mazuyi novelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT dongfengying novelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT lizhenchong novelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT zhengzehao novelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT zhouzixuan novelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT zhuanghongkai novelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT liuchunsheng novelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT huangbowen novelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT huangshanzhou novelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT zouyiping novelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT yanglinling novelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT gongyuanfeng novelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT zhangchuanzhao novelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience AT houbaohua novelprognosticnomogramforgallbladdercanceraftersurgicalresectionasinglecenterexperience |