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Epigenetic signature of Gleason score and prostate cancer recurrence after radical prostatectomy
BACKGROUND: Identifying the subset of patients with clinically localized prostate cancer (PCa) at the highest risk of recurrence remains challenging, and better prognostic markers are needed. Gleason score is the best predictor of PCa aggressiveness and prognosis. In the present study, we generated...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5024414/ https://www.ncbi.nlm.nih.gov/pubmed/27651837 http://dx.doi.org/10.1186/s13148-016-0260-z |
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author | Geybels, Milan S. Wright, Jonathan L. Bibikova, Marina Klotzle, Brandy Fan, Jian-Bing Zhao, Shanshan Feng, Ziding Ostrander, Elaine A. Lin, Daniel W. Nelson, Peter S. Stanford, Janet L. |
author_facet | Geybels, Milan S. Wright, Jonathan L. Bibikova, Marina Klotzle, Brandy Fan, Jian-Bing Zhao, Shanshan Feng, Ziding Ostrander, Elaine A. Lin, Daniel W. Nelson, Peter S. Stanford, Janet L. |
author_sort | Geybels, Milan S. |
collection | PubMed |
description | BACKGROUND: Identifying the subset of patients with clinically localized prostate cancer (PCa) at the highest risk of recurrence remains challenging, and better prognostic markers are needed. Gleason score is the best predictor of PCa aggressiveness and prognosis. In the present study, we generated an epigenetic signature based on high versus low Gleason score tumors and evaluated its ability to predict recurrence after radical prostatectomy. METHODS: Genome-wide DNA methylation data from The Cancer Genome Atlas (TCGA; no. of patients = 333) and the elastic net method were used to generate an epigenetic signature by contrasting patients with high (8–10) versus low (≤6) Gleason score tumors. The signature was then tested in a cohort of 523 patients with clinically localized disease who had radical prostatectomy. Samples taken from the primary tumor were used for DNA methylation and mRNA expression profiling. Patients were followed for PCa recurrence on average for 8 years after diagnosis. RESULTS: The epigenetic signature includes 52 differentially methylated CpG sites. In the testing cohort, the signature was associated with poorer recurrence-free survival (hazard ratio per 25 % increase = 1.78; 95 % confidence interval 1.48, 2.16). The signature significantly improved the area under the curve (AUC) for PCa recurrence compared to clinical-pathological parameters alone, particularly among patients diagnosed with Gleason score 7 tumors (0.64 vs. 0.76, P = 1.34E−4). Results were comparable for patients with Gleason 3 + 4 and those with 4 + 3 tumors. Gene Set Enrichment Analysis showed that higher levels of the signature were associated with increased expression of genes related to cell cycle proliferation and decreased expression of androgen-responsive genes. CONCLUSIONS: This report shows evidence that DNA methylation patterns measured in prostate tumor cells are predictive of PCa aggressiveness. The epigenetic signature may have clinical utility to improve prognostication particularly in patients with intermediate Gleason score 7 tumors. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13148-016-0260-z) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5024414 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-50244142016-09-20 Epigenetic signature of Gleason score and prostate cancer recurrence after radical prostatectomy Geybels, Milan S. Wright, Jonathan L. Bibikova, Marina Klotzle, Brandy Fan, Jian-Bing Zhao, Shanshan Feng, Ziding Ostrander, Elaine A. Lin, Daniel W. Nelson, Peter S. Stanford, Janet L. Clin Epigenetics Research BACKGROUND: Identifying the subset of patients with clinically localized prostate cancer (PCa) at the highest risk of recurrence remains challenging, and better prognostic markers are needed. Gleason score is the best predictor of PCa aggressiveness and prognosis. In the present study, we generated an epigenetic signature based on high versus low Gleason score tumors and evaluated its ability to predict recurrence after radical prostatectomy. METHODS: Genome-wide DNA methylation data from The Cancer Genome Atlas (TCGA; no. of patients = 333) and the elastic net method were used to generate an epigenetic signature by contrasting patients with high (8–10) versus low (≤6) Gleason score tumors. The signature was then tested in a cohort of 523 patients with clinically localized disease who had radical prostatectomy. Samples taken from the primary tumor were used for DNA methylation and mRNA expression profiling. Patients were followed for PCa recurrence on average for 8 years after diagnosis. RESULTS: The epigenetic signature includes 52 differentially methylated CpG sites. In the testing cohort, the signature was associated with poorer recurrence-free survival (hazard ratio per 25 % increase = 1.78; 95 % confidence interval 1.48, 2.16). The signature significantly improved the area under the curve (AUC) for PCa recurrence compared to clinical-pathological parameters alone, particularly among patients diagnosed with Gleason score 7 tumors (0.64 vs. 0.76, P = 1.34E−4). Results were comparable for patients with Gleason 3 + 4 and those with 4 + 3 tumors. Gene Set Enrichment Analysis showed that higher levels of the signature were associated with increased expression of genes related to cell cycle proliferation and decreased expression of androgen-responsive genes. CONCLUSIONS: This report shows evidence that DNA methylation patterns measured in prostate tumor cells are predictive of PCa aggressiveness. The epigenetic signature may have clinical utility to improve prognostication particularly in patients with intermediate Gleason score 7 tumors. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13148-016-0260-z) contains supplementary material, which is available to authorized users. BioMed Central 2016-09-15 /pmc/articles/PMC5024414/ /pubmed/27651837 http://dx.doi.org/10.1186/s13148-016-0260-z Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Geybels, Milan S. Wright, Jonathan L. Bibikova, Marina Klotzle, Brandy Fan, Jian-Bing Zhao, Shanshan Feng, Ziding Ostrander, Elaine A. Lin, Daniel W. Nelson, Peter S. Stanford, Janet L. Epigenetic signature of Gleason score and prostate cancer recurrence after radical prostatectomy |
title | Epigenetic signature of Gleason score and prostate cancer recurrence after radical prostatectomy |
title_full | Epigenetic signature of Gleason score and prostate cancer recurrence after radical prostatectomy |
title_fullStr | Epigenetic signature of Gleason score and prostate cancer recurrence after radical prostatectomy |
title_full_unstemmed | Epigenetic signature of Gleason score and prostate cancer recurrence after radical prostatectomy |
title_short | Epigenetic signature of Gleason score and prostate cancer recurrence after radical prostatectomy |
title_sort | epigenetic signature of gleason score and prostate cancer recurrence after radical prostatectomy |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5024414/ https://www.ncbi.nlm.nih.gov/pubmed/27651837 http://dx.doi.org/10.1186/s13148-016-0260-z |
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