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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...

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Autores principales: 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
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
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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.
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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
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