Cargando…
A novel DNA methylation score accurately predicts death from prostate cancer in men with low to intermediate clinical risk factors
Clinically aggressive disease behavior is difficult to predict in men with low to intermediate clinical risk prostate cancer and methylation biomarkers may be a valuable adjunct for assessing the management of these patients. We set to evaluate the utility of DNA methylation to identify high risk di...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5342126/ https://www.ncbi.nlm.nih.gov/pubmed/27708246 http://dx.doi.org/10.18632/oncotarget.12377 |
_version_ | 1782513109639888896 |
---|---|
author | Ahmad, Amar S. Vasiljević, Nataša Carter, Paul Berney, Daniel M Møller, Henrik Foster, Christopher S. Cuzick, Jack Lorincz, Attila T. |
author_facet | Ahmad, Amar S. Vasiljević, Nataša Carter, Paul Berney, Daniel M Møller, Henrik Foster, Christopher S. Cuzick, Jack Lorincz, Attila T. |
author_sort | Ahmad, Amar S. |
collection | PubMed |
description | Clinically aggressive disease behavior is difficult to predict in men with low to intermediate clinical risk prostate cancer and methylation biomarkers may be a valuable adjunct for assessing the management of these patients. We set to evaluate the utility of DNA methylation to identify high risk disease in men currently considered as low or intermediate risk. DNA was extracted from formalin-fixed paraffin-embedded transurethral prostate resection tissues collected during the years 1990−96 in a watchful-waiting cohort of men in the UK. The primary end point was death of prostate cancer, assessed by reviewing cancer registry records from 2009. Methylation was quantified by pyrosequencing assays for six genes (HSPB1, CCND2, TIG1, DPYS, PITX2, and MAL) with established biomarker value in prostate cancer. A novel prognostic methylation score was developed by multivariate Cox modelling using the six methylation biomarkers in 385 men with low-and-intermediate clinical risk variables and its prognostic value compared to two previously defined clinically-derived risk scores. Methylation score was the most significant variable in univariate and bivariate analysis in men with low-to-intermediate CAPRA risk score. When combined with CAPRA score the hazard ratio was 2.02; 95% confidence interval, 1.40−2.92. For a methylation score sensitivity of 83% the specificity was 44%, while the maximum achieved sensitivity by CAPRA was 68% at a specificity of 44%. The derived methylation score is a strong predictor of aggressive prostate cancer that could have an important role in directing the management of patients with low-to-intermediate risk disease. The estimated areas under the curve (AUC) at 10 years of follow-up were 0.62 (95% CI: 0.51, 0.70) and 0.74 (95% CI: 0.65, 0.82) for CAPRA, and combined (CAPRA + methylation) risk score (CRS) respectively. |
format | Online Article Text |
id | pubmed-5342126 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-53421262017-03-24 A novel DNA methylation score accurately predicts death from prostate cancer in men with low to intermediate clinical risk factors Ahmad, Amar S. Vasiljević, Nataša Carter, Paul Berney, Daniel M Møller, Henrik Foster, Christopher S. Cuzick, Jack Lorincz, Attila T. Oncotarget Research Paper Clinically aggressive disease behavior is difficult to predict in men with low to intermediate clinical risk prostate cancer and methylation biomarkers may be a valuable adjunct for assessing the management of these patients. We set to evaluate the utility of DNA methylation to identify high risk disease in men currently considered as low or intermediate risk. DNA was extracted from formalin-fixed paraffin-embedded transurethral prostate resection tissues collected during the years 1990−96 in a watchful-waiting cohort of men in the UK. The primary end point was death of prostate cancer, assessed by reviewing cancer registry records from 2009. Methylation was quantified by pyrosequencing assays for six genes (HSPB1, CCND2, TIG1, DPYS, PITX2, and MAL) with established biomarker value in prostate cancer. A novel prognostic methylation score was developed by multivariate Cox modelling using the six methylation biomarkers in 385 men with low-and-intermediate clinical risk variables and its prognostic value compared to two previously defined clinically-derived risk scores. Methylation score was the most significant variable in univariate and bivariate analysis in men with low-to-intermediate CAPRA risk score. When combined with CAPRA score the hazard ratio was 2.02; 95% confidence interval, 1.40−2.92. For a methylation score sensitivity of 83% the specificity was 44%, while the maximum achieved sensitivity by CAPRA was 68% at a specificity of 44%. The derived methylation score is a strong predictor of aggressive prostate cancer that could have an important role in directing the management of patients with low-to-intermediate risk disease. The estimated areas under the curve (AUC) at 10 years of follow-up were 0.62 (95% CI: 0.51, 0.70) and 0.74 (95% CI: 0.65, 0.82) for CAPRA, and combined (CAPRA + methylation) risk score (CRS) respectively. Impact Journals LLC 2016-09-30 /pmc/articles/PMC5342126/ /pubmed/27708246 http://dx.doi.org/10.18632/oncotarget.12377 Text en Copyright: © 2016 Ahmad et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Ahmad, Amar S. Vasiljević, Nataša Carter, Paul Berney, Daniel M Møller, Henrik Foster, Christopher S. Cuzick, Jack Lorincz, Attila T. A novel DNA methylation score accurately predicts death from prostate cancer in men with low to intermediate clinical risk factors |
title | A novel DNA methylation score accurately predicts death from prostate cancer in men with low to intermediate clinical risk factors |
title_full | A novel DNA methylation score accurately predicts death from prostate cancer in men with low to intermediate clinical risk factors |
title_fullStr | A novel DNA methylation score accurately predicts death from prostate cancer in men with low to intermediate clinical risk factors |
title_full_unstemmed | A novel DNA methylation score accurately predicts death from prostate cancer in men with low to intermediate clinical risk factors |
title_short | A novel DNA methylation score accurately predicts death from prostate cancer in men with low to intermediate clinical risk factors |
title_sort | novel dna methylation score accurately predicts death from prostate cancer in men with low to intermediate clinical risk factors |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5342126/ https://www.ncbi.nlm.nih.gov/pubmed/27708246 http://dx.doi.org/10.18632/oncotarget.12377 |
work_keys_str_mv | AT ahmadamars anoveldnamethylationscoreaccuratelypredictsdeathfromprostatecancerinmenwithlowtointermediateclinicalriskfactors AT vasiljevicnatasa anoveldnamethylationscoreaccuratelypredictsdeathfromprostatecancerinmenwithlowtointermediateclinicalriskfactors AT carterpaul anoveldnamethylationscoreaccuratelypredictsdeathfromprostatecancerinmenwithlowtointermediateclinicalriskfactors AT berneydanielm anoveldnamethylationscoreaccuratelypredictsdeathfromprostatecancerinmenwithlowtointermediateclinicalriskfactors AT møllerhenrik anoveldnamethylationscoreaccuratelypredictsdeathfromprostatecancerinmenwithlowtointermediateclinicalriskfactors AT fosterchristophers anoveldnamethylationscoreaccuratelypredictsdeathfromprostatecancerinmenwithlowtointermediateclinicalriskfactors AT cuzickjack anoveldnamethylationscoreaccuratelypredictsdeathfromprostatecancerinmenwithlowtointermediateclinicalriskfactors AT lorinczattilat anoveldnamethylationscoreaccuratelypredictsdeathfromprostatecancerinmenwithlowtointermediateclinicalriskfactors AT ahmadamars noveldnamethylationscoreaccuratelypredictsdeathfromprostatecancerinmenwithlowtointermediateclinicalriskfactors AT vasiljevicnatasa noveldnamethylationscoreaccuratelypredictsdeathfromprostatecancerinmenwithlowtointermediateclinicalriskfactors AT carterpaul noveldnamethylationscoreaccuratelypredictsdeathfromprostatecancerinmenwithlowtointermediateclinicalriskfactors AT berneydanielm noveldnamethylationscoreaccuratelypredictsdeathfromprostatecancerinmenwithlowtointermediateclinicalriskfactors AT møllerhenrik noveldnamethylationscoreaccuratelypredictsdeathfromprostatecancerinmenwithlowtointermediateclinicalriskfactors AT fosterchristophers noveldnamethylationscoreaccuratelypredictsdeathfromprostatecancerinmenwithlowtointermediateclinicalriskfactors AT cuzickjack noveldnamethylationscoreaccuratelypredictsdeathfromprostatecancerinmenwithlowtointermediateclinicalriskfactors AT lorinczattilat noveldnamethylationscoreaccuratelypredictsdeathfromprostatecancerinmenwithlowtointermediateclinicalriskfactors |