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Establishment and assessment of a nomogram for predicting prognosis in bone-metastatic prostate cancer

OBJECTIVE: For the purposes of patients’ consultation, condition assessments, and guidance for clinicians’ choices, we developed a prognostic predictive model to evaluate the 1-, 3-, and 5-year overall survival (OS) rates of bone-metastatic prostate cancer (PCa) patients. METHODS: We gathered data f...

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Autores principales: Liu, Wenfei, Wang, Zhiyong, Wu, Yanying, Li, Lingchao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10627693/
https://www.ncbi.nlm.nih.gov/pubmed/37933039
http://dx.doi.org/10.1097/MD.0000000000035693
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author Liu, Wenfei
Wang, Zhiyong
Wu, Yanying
Li, Lingchao
author_facet Liu, Wenfei
Wang, Zhiyong
Wu, Yanying
Li, Lingchao
author_sort Liu, Wenfei
collection PubMed
description OBJECTIVE: For the purposes of patients’ consultation, condition assessments, and guidance for clinicians’ choices, we developed a prognostic predictive model to evaluate the 1-, 3-, and 5-year overall survival (OS) rates of bone-metastatic prostate cancer (PCa) patients. METHODS: We gathered data from 5522 patients with bone metastatic PCa registered in the Surveillance, Epidemiology, and End Results (SEER) database to develop a nomogram. A total of 359 bone metastatic PCas were collected from 2 hospitals to validate the nomogram and assess its discriminatory ability. In addition, we plotted the actual survival against the predicted risk to assess the calibration accuracy. Moreover, we designed a web calculator to quickly obtain accurate survival probability outcomes. RESULTS: Univariate and multivariate Cox hazard regression analyses suggested that age, marital status, prostate-specific antigen (PSA) level, Gleason score, clinical T stage, N stage, surgery, and chemotherapy were closely associated with OS rates. The calibration charts of the training and validation groups showed a high accuracy and reliability. The decision curve analysis (DCA) suggested a favorable clinical net benefit. CONCLUSION: Based on demography and clinical pathology, we developed a reliable nomogram to help clinicians more accurately predict the 1-, 3-, and 5-year OS rates of patients with bone metastatic PCa to guide evaluation and treatment.
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spelling pubmed-106276932023-11-07 Establishment and assessment of a nomogram for predicting prognosis in bone-metastatic prostate cancer Liu, Wenfei Wang, Zhiyong Wu, Yanying Li, Lingchao Medicine (Baltimore) 5700 OBJECTIVE: For the purposes of patients’ consultation, condition assessments, and guidance for clinicians’ choices, we developed a prognostic predictive model to evaluate the 1-, 3-, and 5-year overall survival (OS) rates of bone-metastatic prostate cancer (PCa) patients. METHODS: We gathered data from 5522 patients with bone metastatic PCa registered in the Surveillance, Epidemiology, and End Results (SEER) database to develop a nomogram. A total of 359 bone metastatic PCas were collected from 2 hospitals to validate the nomogram and assess its discriminatory ability. In addition, we plotted the actual survival against the predicted risk to assess the calibration accuracy. Moreover, we designed a web calculator to quickly obtain accurate survival probability outcomes. RESULTS: Univariate and multivariate Cox hazard regression analyses suggested that age, marital status, prostate-specific antigen (PSA) level, Gleason score, clinical T stage, N stage, surgery, and chemotherapy were closely associated with OS rates. The calibration charts of the training and validation groups showed a high accuracy and reliability. The decision curve analysis (DCA) suggested a favorable clinical net benefit. CONCLUSION: Based on demography and clinical pathology, we developed a reliable nomogram to help clinicians more accurately predict the 1-, 3-, and 5-year OS rates of patients with bone metastatic PCa to guide evaluation and treatment. Lippincott Williams & Wilkins 2023-11-03 /pmc/articles/PMC10627693/ /pubmed/37933039 http://dx.doi.org/10.1097/MD.0000000000035693 Text en Copyright © 2023 the Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial License 4.0 (CCBY-NC) (https://creativecommons.org/licenses/by-nc/4.0/) , where it is permissible to download, share, remix, transform, and buildup the work provided it is properly cited. The work cannot be used commercially without permission from the journal.
spellingShingle 5700
Liu, Wenfei
Wang, Zhiyong
Wu, Yanying
Li, Lingchao
Establishment and assessment of a nomogram for predicting prognosis in bone-metastatic prostate cancer
title Establishment and assessment of a nomogram for predicting prognosis in bone-metastatic prostate cancer
title_full Establishment and assessment of a nomogram for predicting prognosis in bone-metastatic prostate cancer
title_fullStr Establishment and assessment of a nomogram for predicting prognosis in bone-metastatic prostate cancer
title_full_unstemmed Establishment and assessment of a nomogram for predicting prognosis in bone-metastatic prostate cancer
title_short Establishment and assessment of a nomogram for predicting prognosis in bone-metastatic prostate cancer
title_sort establishment and assessment of a nomogram for predicting prognosis in bone-metastatic prostate cancer
topic 5700
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10627693/
https://www.ncbi.nlm.nih.gov/pubmed/37933039
http://dx.doi.org/10.1097/MD.0000000000035693
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