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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2022
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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. |
format | Online Article Text |
id | pubmed-9750565 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
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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