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Development and validation of a prognostic nomogram for predicting cancer‐specific survival after radical cystectomy in patients with bladder cancer:A population‐based study
PURPOSE: To establish a prognostic model to estimate the cancer‐specific survival (CSS) for urothelial carcinoma of bladder (UCB) patients after radical cystectomy (RC). METHODS: A total of 8650 candidates (2004–2011) obtained from the Surveillance, Epidemiology, and End Results (SEER) database were...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7774742/ https://www.ncbi.nlm.nih.gov/pubmed/33063464 http://dx.doi.org/10.1002/cam4.3535 |
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author | Yang, Zhiqiang Bai, Yunjin Liu, Maoying Hu, Xu Han, Ping |
author_facet | Yang, Zhiqiang Bai, Yunjin Liu, Maoying Hu, Xu Han, Ping |
author_sort | Yang, Zhiqiang |
collection | PubMed |
description | PURPOSE: To establish a prognostic model to estimate the cancer‐specific survival (CSS) for urothelial carcinoma of bladder (UCB) patients after radical cystectomy (RC). METHODS: A total of 8650 candidates (2004–2011) obtained from the Surveillance, Epidemiology, and End Results (SEER) database were randomly split into development cohort (n = 4323) and validation cohort (n = 4327). We performed Cox regression analysis to identify prognostic factors and Kaplan‐Meier analysis to assess survival outcome. A nomogram predicting CSS was constructed. Its performance was validated by calibration curves, the receiver operating characteristic (ROC) curves, concordance index (C‐index), decision curve analysis (DCA), the net reclassification improvement (NRI), and the integrated discrimination improvement (IDI). RESULTS: The nomogram incorporated marital status, T stage, N stage, tumor size, and chemotherapy. In validation cohort, C‐index of the nomogram was 0.707. AUC of the nomogram and AJCC stage were 0.767 versus 0.674. Calibration plots for 3‐ and 5‐year CSS displayed good concordance. DCA curves of the nomogram exhibited larger benefits than the AJCC stage. The NRI and IDI indicated the nomogram outperformed AJCC stage. CONCLUSIONS: We have established a prognostic nomogram with improved discriminative ability and clinical benefits for UCB patients after RC. The nomogram alongside an easy access web tool may assist clinicians in optimizing the postoperative management. |
format | Online Article Text |
id | pubmed-7774742 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77747422021-01-05 Development and validation of a prognostic nomogram for predicting cancer‐specific survival after radical cystectomy in patients with bladder cancer:A population‐based study Yang, Zhiqiang Bai, Yunjin Liu, Maoying Hu, Xu Han, Ping Cancer Med Clinical Cancer Research PURPOSE: To establish a prognostic model to estimate the cancer‐specific survival (CSS) for urothelial carcinoma of bladder (UCB) patients after radical cystectomy (RC). METHODS: A total of 8650 candidates (2004–2011) obtained from the Surveillance, Epidemiology, and End Results (SEER) database were randomly split into development cohort (n = 4323) and validation cohort (n = 4327). We performed Cox regression analysis to identify prognostic factors and Kaplan‐Meier analysis to assess survival outcome. A nomogram predicting CSS was constructed. Its performance was validated by calibration curves, the receiver operating characteristic (ROC) curves, concordance index (C‐index), decision curve analysis (DCA), the net reclassification improvement (NRI), and the integrated discrimination improvement (IDI). RESULTS: The nomogram incorporated marital status, T stage, N stage, tumor size, and chemotherapy. In validation cohort, C‐index of the nomogram was 0.707. AUC of the nomogram and AJCC stage were 0.767 versus 0.674. Calibration plots for 3‐ and 5‐year CSS displayed good concordance. DCA curves of the nomogram exhibited larger benefits than the AJCC stage. The NRI and IDI indicated the nomogram outperformed AJCC stage. CONCLUSIONS: We have established a prognostic nomogram with improved discriminative ability and clinical benefits for UCB patients after RC. The nomogram alongside an easy access web tool may assist clinicians in optimizing the postoperative management. John Wiley and Sons Inc. 2020-10-16 /pmc/articles/PMC7774742/ /pubmed/33063464 http://dx.doi.org/10.1002/cam4.3535 Text en © 2020 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Clinical Cancer Research Yang, Zhiqiang Bai, Yunjin Liu, Maoying Hu, Xu Han, Ping Development and validation of a prognostic nomogram for predicting cancer‐specific survival after radical cystectomy in patients with bladder cancer:A population‐based study |
title | Development and validation of a prognostic nomogram for predicting cancer‐specific survival after radical cystectomy in patients with bladder cancer:A population‐based study |
title_full | Development and validation of a prognostic nomogram for predicting cancer‐specific survival after radical cystectomy in patients with bladder cancer:A population‐based study |
title_fullStr | Development and validation of a prognostic nomogram for predicting cancer‐specific survival after radical cystectomy in patients with bladder cancer:A population‐based study |
title_full_unstemmed | Development and validation of a prognostic nomogram for predicting cancer‐specific survival after radical cystectomy in patients with bladder cancer:A population‐based study |
title_short | Development and validation of a prognostic nomogram for predicting cancer‐specific survival after radical cystectomy in patients with bladder cancer:A population‐based study |
title_sort | development and validation of a prognostic nomogram for predicting cancer‐specific survival after radical cystectomy in patients with bladder cancer:a population‐based study |
topic | Clinical Cancer Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7774742/ https://www.ncbi.nlm.nih.gov/pubmed/33063464 http://dx.doi.org/10.1002/cam4.3535 |
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