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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2023
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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. |
format | Online Article Text |
id | pubmed-10627693 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
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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