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Establishment and validation of a prognostic nomogram for extrahepatic cholangiocarcinoma

SIMPLE SUMMARY: Accurately estimate the prognosis of patients with ECCA is important. However, the TNM system has some limitations, such as low accuracy, exclusion of other factors (e.g., age and sex), and poor performance in predicting individual survival risk. In contrast, a nomogram-based clinica...

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Autores principales: Zhao, Fangrui, Yang, Dashuai, He, Jiahui, Ju, Xianli, Ding, Youming, Li, Xiangpan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9730808/
https://www.ncbi.nlm.nih.gov/pubmed/36505787
http://dx.doi.org/10.3389/fonc.2022.1007538
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author Zhao, Fangrui
Yang, Dashuai
He, Jiahui
Ju, Xianli
Ding, Youming
Li, Xiangpan
author_facet Zhao, Fangrui
Yang, Dashuai
He, Jiahui
Ju, Xianli
Ding, Youming
Li, Xiangpan
author_sort Zhao, Fangrui
collection PubMed
description SIMPLE SUMMARY: Accurately estimate the prognosis of patients with ECCA is important. However, the TNM system has some limitations, such as low accuracy, exclusion of other factors (e.g., age and sex), and poor performance in predicting individual survival risk. In contrast, a nomogram-based clinical model related to a comprehensive analysis of all risk factors is intuitive and straightforward, facilitating the probabilistic analysis of tumor-related risk factors. Simultaneously, a nomogram can also effectively drive personalized medicine and facilitate clinicians for prognosis prediction. Therefore, we construct a novel practical nomogram and risk stratification system to predict CSS in patients with ECCA. BACKGROUND: Accurately estimate the prognosis of patients with extrahepatic cholangiocarcinoma (ECCA) was important, but the existing staging system has limitations. The present study aimed to construct a novel practical nomogram and risk stratification system to predict cancer-specific survival (CSS) in ECCA patients. METHODS: 3415 patients diagnosed with ECCA between 2010 and 2015 were selected from the SEER database and randomized into a training cohort and a validation cohort at 7:3. The nomogram was identified and calibrated using the C-index, receiver operating characteristic curve (ROC), and calibration plots. Decision curve analysis (DCA), net reclassification index (NRI), integrated discrimination improvement (IDI) and the risk stratification were used to compare the nomogram with the AJCC staging system. RESULTS: Nine variables were selected to establish the nomogram. The C-index (training cohort:0.785; validation cohort:0.776) and time-dependent AUC (>0.7) showed satisfactory discrimination. The calibration plots also revealed that the nomogram was consistent with the actual observations. The NRI (training cohort: 1-, 2-, and 3-year CSS:0.27, 0.27,0.52; validation cohort:1-,2-,3-year CSS:0.48,0.13,0.34), IDI (training cohort: 1-, 2-, 3-year CSS:0.22,0.18,0.16; validation cohort: 1-,2-,3-year CSS:0.18,0.16,0.17), and DCA indicated that the established nomogram significantly outperformed the AJCC staging system (P<0.05) and had better recognition compared to the AJCC staging system. CONCLUSIONS: We developed a practical prognostic nomogram to help clinicians assess the prognosis of patients with ECCA.
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spelling pubmed-97308082022-12-09 Establishment and validation of a prognostic nomogram for extrahepatic cholangiocarcinoma Zhao, Fangrui Yang, Dashuai He, Jiahui Ju, Xianli Ding, Youming Li, Xiangpan Front Oncol Oncology SIMPLE SUMMARY: Accurately estimate the prognosis of patients with ECCA is important. However, the TNM system has some limitations, such as low accuracy, exclusion of other factors (e.g., age and sex), and poor performance in predicting individual survival risk. In contrast, a nomogram-based clinical model related to a comprehensive analysis of all risk factors is intuitive and straightforward, facilitating the probabilistic analysis of tumor-related risk factors. Simultaneously, a nomogram can also effectively drive personalized medicine and facilitate clinicians for prognosis prediction. Therefore, we construct a novel practical nomogram and risk stratification system to predict CSS in patients with ECCA. BACKGROUND: Accurately estimate the prognosis of patients with extrahepatic cholangiocarcinoma (ECCA) was important, but the existing staging system has limitations. The present study aimed to construct a novel practical nomogram and risk stratification system to predict cancer-specific survival (CSS) in ECCA patients. METHODS: 3415 patients diagnosed with ECCA between 2010 and 2015 were selected from the SEER database and randomized into a training cohort and a validation cohort at 7:3. The nomogram was identified and calibrated using the C-index, receiver operating characteristic curve (ROC), and calibration plots. Decision curve analysis (DCA), net reclassification index (NRI), integrated discrimination improvement (IDI) and the risk stratification were used to compare the nomogram with the AJCC staging system. RESULTS: Nine variables were selected to establish the nomogram. The C-index (training cohort:0.785; validation cohort:0.776) and time-dependent AUC (>0.7) showed satisfactory discrimination. The calibration plots also revealed that the nomogram was consistent with the actual observations. The NRI (training cohort: 1-, 2-, and 3-year CSS:0.27, 0.27,0.52; validation cohort:1-,2-,3-year CSS:0.48,0.13,0.34), IDI (training cohort: 1-, 2-, 3-year CSS:0.22,0.18,0.16; validation cohort: 1-,2-,3-year CSS:0.18,0.16,0.17), and DCA indicated that the established nomogram significantly outperformed the AJCC staging system (P<0.05) and had better recognition compared to the AJCC staging system. CONCLUSIONS: We developed a practical prognostic nomogram to help clinicians assess the prognosis of patients with ECCA. Frontiers Media S.A. 2022-11-24 /pmc/articles/PMC9730808/ /pubmed/36505787 http://dx.doi.org/10.3389/fonc.2022.1007538 Text en Copyright © 2022 Zhao, Yang, He, Ju, Ding and Li 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). 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 Oncology
Zhao, Fangrui
Yang, Dashuai
He, Jiahui
Ju, Xianli
Ding, Youming
Li, Xiangpan
Establishment and validation of a prognostic nomogram for extrahepatic cholangiocarcinoma
title Establishment and validation of a prognostic nomogram for extrahepatic cholangiocarcinoma
title_full Establishment and validation of a prognostic nomogram for extrahepatic cholangiocarcinoma
title_fullStr Establishment and validation of a prognostic nomogram for extrahepatic cholangiocarcinoma
title_full_unstemmed Establishment and validation of a prognostic nomogram for extrahepatic cholangiocarcinoma
title_short Establishment and validation of a prognostic nomogram for extrahepatic cholangiocarcinoma
title_sort establishment and validation of a prognostic nomogram for extrahepatic cholangiocarcinoma
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9730808/
https://www.ncbi.nlm.nih.gov/pubmed/36505787
http://dx.doi.org/10.3389/fonc.2022.1007538
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