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DNA Methylation-Guided Prediction of Clinical Failure in High-Risk Prostate Cancer
BACKGROUND: Prostate cancer (PCa) is a very heterogeneous disease with respect to clinical outcome. This study explored differential DNA methylation in a priori selected genes to diagnose PCa and predict clinical failure (CF) in high-risk patients. METHODS: A quantitative multiplex, methylation-spec...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4472347/ https://www.ncbi.nlm.nih.gov/pubmed/26086362 http://dx.doi.org/10.1371/journal.pone.0130651 |
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author | Litovkin, Kirill Van Eynde, Aleyde Joniau, Steven Lerut, Evelyne Laenen, Annouschka Gevaert, Thomas Gevaert, Olivier Spahn, Martin Kneitz, Burkhard Gramme, Pierre Helleputte, Thibault Isebaert, Sofie Haustermans, Karin Bollen, Mathieu |
author_facet | Litovkin, Kirill Van Eynde, Aleyde Joniau, Steven Lerut, Evelyne Laenen, Annouschka Gevaert, Thomas Gevaert, Olivier Spahn, Martin Kneitz, Burkhard Gramme, Pierre Helleputte, Thibault Isebaert, Sofie Haustermans, Karin Bollen, Mathieu |
author_sort | Litovkin, Kirill |
collection | PubMed |
description | BACKGROUND: Prostate cancer (PCa) is a very heterogeneous disease with respect to clinical outcome. This study explored differential DNA methylation in a priori selected genes to diagnose PCa and predict clinical failure (CF) in high-risk patients. METHODS: A quantitative multiplex, methylation-specific PCR assay was developed to assess promoter methylation of the APC, CCND2, GSTP1, PTGS2 and RARB genes in formalin-fixed, paraffin-embedded tissue samples from 42 patients with benign prostatic hyperplasia and radical prostatectomy specimens of patients with high-risk PCa, encompassing training and validation cohorts of 147 and 71 patients, respectively. Log-rank tests, univariate and multivariate Cox models were used to investigate the prognostic value of the DNA methylation. RESULTS: Hypermethylation of APC, CCND2, GSTP1, PTGS2 and RARB was highly cancer-specific. However, only GSTP1 methylation was significantly associated with CF in both independent high-risk PCa cohorts. Importantly, trichotomization into low, moderate and high GSTP1 methylation level subgroups was highly predictive for CF. Patients with either a low or high GSTP1 methylation level, as compared to the moderate methylation groups, were at a higher risk for CF in both the training (Hazard ratio [HR], 3.65; 95% CI, 1.65 to 8.07) and validation sets (HR, 4.27; 95% CI, 1.03 to 17.72) as well as in the combined cohort (HR, 2.74; 95% CI, 1.42 to 5.27) in multivariate analysis. CONCLUSIONS: Classification of primary high-risk tumors into three subtypes based on DNA methylation can be combined with clinico-pathological parameters for a more informative risk-stratification of these PCa patients. |
format | Online Article Text |
id | pubmed-4472347 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-44723472015-06-29 DNA Methylation-Guided Prediction of Clinical Failure in High-Risk Prostate Cancer Litovkin, Kirill Van Eynde, Aleyde Joniau, Steven Lerut, Evelyne Laenen, Annouschka Gevaert, Thomas Gevaert, Olivier Spahn, Martin Kneitz, Burkhard Gramme, Pierre Helleputte, Thibault Isebaert, Sofie Haustermans, Karin Bollen, Mathieu PLoS One Research Article BACKGROUND: Prostate cancer (PCa) is a very heterogeneous disease with respect to clinical outcome. This study explored differential DNA methylation in a priori selected genes to diagnose PCa and predict clinical failure (CF) in high-risk patients. METHODS: A quantitative multiplex, methylation-specific PCR assay was developed to assess promoter methylation of the APC, CCND2, GSTP1, PTGS2 and RARB genes in formalin-fixed, paraffin-embedded tissue samples from 42 patients with benign prostatic hyperplasia and radical prostatectomy specimens of patients with high-risk PCa, encompassing training and validation cohorts of 147 and 71 patients, respectively. Log-rank tests, univariate and multivariate Cox models were used to investigate the prognostic value of the DNA methylation. RESULTS: Hypermethylation of APC, CCND2, GSTP1, PTGS2 and RARB was highly cancer-specific. However, only GSTP1 methylation was significantly associated with CF in both independent high-risk PCa cohorts. Importantly, trichotomization into low, moderate and high GSTP1 methylation level subgroups was highly predictive for CF. Patients with either a low or high GSTP1 methylation level, as compared to the moderate methylation groups, were at a higher risk for CF in both the training (Hazard ratio [HR], 3.65; 95% CI, 1.65 to 8.07) and validation sets (HR, 4.27; 95% CI, 1.03 to 17.72) as well as in the combined cohort (HR, 2.74; 95% CI, 1.42 to 5.27) in multivariate analysis. CONCLUSIONS: Classification of primary high-risk tumors into three subtypes based on DNA methylation can be combined with clinico-pathological parameters for a more informative risk-stratification of these PCa patients. Public Library of Science 2015-06-18 /pmc/articles/PMC4472347/ /pubmed/26086362 http://dx.doi.org/10.1371/journal.pone.0130651 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. |
spellingShingle | Research Article Litovkin, Kirill Van Eynde, Aleyde Joniau, Steven Lerut, Evelyne Laenen, Annouschka Gevaert, Thomas Gevaert, Olivier Spahn, Martin Kneitz, Burkhard Gramme, Pierre Helleputte, Thibault Isebaert, Sofie Haustermans, Karin Bollen, Mathieu DNA Methylation-Guided Prediction of Clinical Failure in High-Risk Prostate Cancer |
title | DNA Methylation-Guided Prediction of Clinical Failure in High-Risk Prostate Cancer |
title_full | DNA Methylation-Guided Prediction of Clinical Failure in High-Risk Prostate Cancer |
title_fullStr | DNA Methylation-Guided Prediction of Clinical Failure in High-Risk Prostate Cancer |
title_full_unstemmed | DNA Methylation-Guided Prediction of Clinical Failure in High-Risk Prostate Cancer |
title_short | DNA Methylation-Guided Prediction of Clinical Failure in High-Risk Prostate Cancer |
title_sort | dna methylation-guided prediction of clinical failure in high-risk prostate cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4472347/ https://www.ncbi.nlm.nih.gov/pubmed/26086362 http://dx.doi.org/10.1371/journal.pone.0130651 |
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