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Nomograms predict survival benefits of radical prostatectomy and chemotherapy for prostate cancer with bone metastases: A SEER‐based study

PURPOSE: This study aimed to identify independent prognosis-associated factors of bone-metastatic prostate cancer. The nomograms were further developed to obtain indicators for the prognostic evaluation. METHODS: A total of 7315 bone-metastatic prostate cancer (PCa) patients from 2010 to 2016 were r...

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Autores principales: Sun, Donglin, Lin, Ao, Sun, Zhun, Yang, Shuqi, Sun, Yuexin, Chen, Anning, Qian, Guojun, Ji, Zhonghua, Wang, Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9764338/
https://www.ncbi.nlm.nih.gov/pubmed/36561516
http://dx.doi.org/10.3389/fonc.2022.1020898
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author Sun, Donglin
Lin, Ao
Sun, Zhun
Yang, Shuqi
Sun, Yuexin
Chen, Anning
Qian, Guojun
Ji, Zhonghua
Wang, Li
author_facet Sun, Donglin
Lin, Ao
Sun, Zhun
Yang, Shuqi
Sun, Yuexin
Chen, Anning
Qian, Guojun
Ji, Zhonghua
Wang, Li
author_sort Sun, Donglin
collection PubMed
description PURPOSE: This study aimed to identify independent prognosis-associated factors of bone-metastatic prostate cancer. The nomograms were further developed to obtain indicators for the prognostic evaluation. METHODS: A total of 7315 bone-metastatic prostate cancer (PCa) patients from 2010 to 2016 were retrospectively collected from the Surveillance, Epidemiology, and End Results (SEER) database. Patients were randomly divided into the training cohort (n=5,120) and test cohort (n=2,195) in a ratio of 7:3. Univariate and multivariate Cox regression models were applied to evaluate potential risk factors. A 1:1 propensity score matching (PSM) was further performed to decrease the confounding effect and re-evaluate the influence of radical prostatectomy and chemotherapy on prognosis. Combining these potential prognosis factors, the nomograms of cancer-specific survival (CSS) and overall survival (OS) at different times were established. C-indexes, calibration curves, and decision curves were developed to evaluate the discrimination, calibration, and clinical benefit of the nomograms. RESULTS: Eleven independent prognosis factors for CSS and twelve for OS were utilized to conduct the nomograms respectively. The C-indexes of nomograms for CSS and OS were 0.712 and 0.702, respectively. A favorable consistency between the predicted and actual survival probabilities was demonstrated by adopting calibration curves. Decision curves also exhibited a positive clinical benefit of the nomograms. CONCLUSIONS: Nomograms were formulated successfully to predict 3-year and 5-year CSS and OS for bone-metastatic PCa patients. Radical prostatectomy and chemotherapy were strongly associated with the bone-metastatic PCa prognosis.
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spelling pubmed-97643382022-12-21 Nomograms predict survival benefits of radical prostatectomy and chemotherapy for prostate cancer with bone metastases: A SEER‐based study Sun, Donglin Lin, Ao Sun, Zhun Yang, Shuqi Sun, Yuexin Chen, Anning Qian, Guojun Ji, Zhonghua Wang, Li Front Oncol Oncology PURPOSE: This study aimed to identify independent prognosis-associated factors of bone-metastatic prostate cancer. The nomograms were further developed to obtain indicators for the prognostic evaluation. METHODS: A total of 7315 bone-metastatic prostate cancer (PCa) patients from 2010 to 2016 were retrospectively collected from the Surveillance, Epidemiology, and End Results (SEER) database. Patients were randomly divided into the training cohort (n=5,120) and test cohort (n=2,195) in a ratio of 7:3. Univariate and multivariate Cox regression models were applied to evaluate potential risk factors. A 1:1 propensity score matching (PSM) was further performed to decrease the confounding effect and re-evaluate the influence of radical prostatectomy and chemotherapy on prognosis. Combining these potential prognosis factors, the nomograms of cancer-specific survival (CSS) and overall survival (OS) at different times were established. C-indexes, calibration curves, and decision curves were developed to evaluate the discrimination, calibration, and clinical benefit of the nomograms. RESULTS: Eleven independent prognosis factors for CSS and twelve for OS were utilized to conduct the nomograms respectively. The C-indexes of nomograms for CSS and OS were 0.712 and 0.702, respectively. A favorable consistency between the predicted and actual survival probabilities was demonstrated by adopting calibration curves. Decision curves also exhibited a positive clinical benefit of the nomograms. CONCLUSIONS: Nomograms were formulated successfully to predict 3-year and 5-year CSS and OS for bone-metastatic PCa patients. Radical prostatectomy and chemotherapy were strongly associated with the bone-metastatic PCa prognosis. Frontiers Media S.A. 2022-12-06 /pmc/articles/PMC9764338/ /pubmed/36561516 http://dx.doi.org/10.3389/fonc.2022.1020898 Text en Copyright © 2022 Sun, Lin, Sun, Yang, Sun, Chen, Qian, Ji and Wang 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
Sun, Donglin
Lin, Ao
Sun, Zhun
Yang, Shuqi
Sun, Yuexin
Chen, Anning
Qian, Guojun
Ji, Zhonghua
Wang, Li
Nomograms predict survival benefits of radical prostatectomy and chemotherapy for prostate cancer with bone metastases: A SEER‐based study
title Nomograms predict survival benefits of radical prostatectomy and chemotherapy for prostate cancer with bone metastases: A SEER‐based study
title_full Nomograms predict survival benefits of radical prostatectomy and chemotherapy for prostate cancer with bone metastases: A SEER‐based study
title_fullStr Nomograms predict survival benefits of radical prostatectomy and chemotherapy for prostate cancer with bone metastases: A SEER‐based study
title_full_unstemmed Nomograms predict survival benefits of radical prostatectomy and chemotherapy for prostate cancer with bone metastases: A SEER‐based study
title_short Nomograms predict survival benefits of radical prostatectomy and chemotherapy for prostate cancer with bone metastases: A SEER‐based study
title_sort nomograms predict survival benefits of radical prostatectomy and chemotherapy for prostate cancer with bone metastases: a seer‐based study
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9764338/
https://www.ncbi.nlm.nih.gov/pubmed/36561516
http://dx.doi.org/10.3389/fonc.2022.1020898
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