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Construction of DNA methylation-based nomogram for predicting biochemical-recurrence-free survival in prostate cancer

This study aimed to develop a DNA methylation-based nomogram for predicting biochemical recurrence in patients with prostate cancer. A DNA methylation signature was obtained via univariate, lasso, and stepwise multivariate Cox regression models. A 11-DNA methylation signature yielded a high evaluati...

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Detalles Bibliográficos
Autores principales: Zhu, Jiayu, Zhang, Le
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9750565/
https://www.ncbi.nlm.nih.gov/pubmed/36626527
http://dx.doi.org/10.1097/MD.0000000000032205
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author Zhu, Jiayu
Zhang, Le
author_facet Zhu, Jiayu
Zhang, Le
author_sort Zhu, Jiayu
collection PubMed
description This study aimed to develop a DNA methylation-based nomogram for predicting biochemical recurrence in patients with prostate cancer. A DNA methylation signature was obtained via univariate, lasso, and stepwise multivariate Cox regression models. A 11-DNA methylation signature yielded a high evaluative performance for biochemical-recurrence-free survival. Cox regression analysis indicated that 11-DNA methylation signature and Gleason score served as independent risk factors. A nomogram was constructed based on the 11-DNA methylation signature and Gleason score, and C-index as well as the calibration plots demonstrated good performance and clinical application of the nomogram. A DNA methylation-associated nomogram serve as a prognosis stratification tool to predict the biochemical recurrence of prostate cancer patients after radical prostatectomy.
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spelling pubmed-97505652022-12-28 Construction of DNA methylation-based nomogram for predicting biochemical-recurrence-free survival in prostate cancer Zhu, Jiayu Zhang, Le Medicine (Baltimore) 5700 This study aimed to develop a DNA methylation-based nomogram for predicting biochemical recurrence in patients with prostate cancer. A DNA methylation signature was obtained via univariate, lasso, and stepwise multivariate Cox regression models. A 11-DNA methylation signature yielded a high evaluative performance for biochemical-recurrence-free survival. Cox regression analysis indicated that 11-DNA methylation signature and Gleason score served as independent risk factors. A nomogram was constructed based on the 11-DNA methylation signature and Gleason score, and C-index as well as the calibration plots demonstrated good performance and clinical application of the nomogram. A DNA methylation-associated nomogram serve as a prognosis stratification tool to predict the biochemical recurrence of prostate cancer patients after radical prostatectomy. Lippincott Williams & Wilkins 2022-12-09 /pmc/articles/PMC9750565/ /pubmed/36626527 http://dx.doi.org/10.1097/MD.0000000000032205 Text en Copyright © 2022 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
Zhu, Jiayu
Zhang, Le
Construction of DNA methylation-based nomogram for predicting biochemical-recurrence-free survival in prostate cancer
title Construction of DNA methylation-based nomogram for predicting biochemical-recurrence-free survival in prostate cancer
title_full Construction of DNA methylation-based nomogram for predicting biochemical-recurrence-free survival in prostate cancer
title_fullStr Construction of DNA methylation-based nomogram for predicting biochemical-recurrence-free survival in prostate cancer
title_full_unstemmed Construction of DNA methylation-based nomogram for predicting biochemical-recurrence-free survival in prostate cancer
title_short Construction of DNA methylation-based nomogram for predicting biochemical-recurrence-free survival in prostate cancer
title_sort construction of dna methylation-based nomogram for predicting biochemical-recurrence-free survival in prostate cancer
topic 5700
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9750565/
https://www.ncbi.nlm.nih.gov/pubmed/36626527
http://dx.doi.org/10.1097/MD.0000000000032205
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