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A urine-based DNA methylation assay, ProCUrE, to identify clinically significant prostate cancer
BACKGROUND: Prevention of unnecessary biopsies and overtreatment of indolent disease remains a challenge in the management of prostate cancer. Novel non-invasive tests that can identify clinically significant (intermediate-risk and high-risk) diseases are needed to improve risk stratification and mo...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6260648/ https://www.ncbi.nlm.nih.gov/pubmed/30470249 http://dx.doi.org/10.1186/s13148-018-0575-z |
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author | Zhao, Fang Olkhov-Mitsel, Ekaterina Kamdar, Shivani Jeyapala, Renu Garcia, Julia Hurst, Rachel Hanna, Marcelino Yazbek Mills, Robert Tuzova, Alexandra V. O’Reilly, Eve Kelly, Sarah Cooper, Colin Brewer, Daniel Perry, Antoinette S. Clark, Jeremy Fleshner, Neil Bapat, Bharati |
author_facet | Zhao, Fang Olkhov-Mitsel, Ekaterina Kamdar, Shivani Jeyapala, Renu Garcia, Julia Hurst, Rachel Hanna, Marcelino Yazbek Mills, Robert Tuzova, Alexandra V. O’Reilly, Eve Kelly, Sarah Cooper, Colin Brewer, Daniel Perry, Antoinette S. Clark, Jeremy Fleshner, Neil Bapat, Bharati |
author_sort | Zhao, Fang |
collection | PubMed |
description | BACKGROUND: Prevention of unnecessary biopsies and overtreatment of indolent disease remains a challenge in the management of prostate cancer. Novel non-invasive tests that can identify clinically significant (intermediate-risk and high-risk) diseases are needed to improve risk stratification and monitoring of prostate cancer patients. Here, we investigated a panel of six DNA methylation biomarkers in urine samples collected post-digital rectal exam from patients undergoing prostate biopsy, for their utility to guide decision making for diagnostic biopsy and early detection of aggressive prostate cancer. RESULTS: We recruited 408 patients in risk categories ranging from benign to low-, intermediate-, and high-risk prostate cancer from three international cohorts. Patients were separated into 2/3 training and 1/3 validation cohorts. Methylation biomarkers were analyzed in post-digital rectal exam urinary sediment DNA by quantitative MethyLight assay and investigated for their association with any or aggressive prostate cancers. We developed a Prostate Cancer Urinary Epigenetic (ProCUrE) assay based on an optimal two-gene (HOXD3 and GSTP1) LASSO model, derived from methylation values in the training cohort, and assessed ProCUrE’s diagnostic and prognostic ability for prostate cancer in both the training and validation cohorts. ProCUrE demonstrated improved prostate cancer diagnosis and identification of patients with clinically significant disease in both the training and validation cohorts. Using three different risk stratification criteria (Gleason score, D’Amico criteria, and CAPRA score), we found that the positive predictive value for ProCUrE was higher (59.4–78%) than prostate specific antigen (PSA) (38.2–72.1%) for all risk category comparisons. ProCUrE also demonstrated additive value to PSA in identifying GS ≥ 7 PCa compared to PSA alone (DeLong’s test p = 0.039), as well as additive value to the PCPT risk calculator for identifying any PCa and GS ≥ 7 PCa (DeLong’s test p = 0.011 and 0.022, respectively). CONCLUSIONS: ProCUrE is a promising non-invasive urinary methylation assay for the early detection and prognostication of prostate cancer. ProCUrE has the potential to supplement PSA testing to identify patients with clinically significant prostate cancer. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13148-018-0575-z) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6260648 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-62606482018-11-30 A urine-based DNA methylation assay, ProCUrE, to identify clinically significant prostate cancer Zhao, Fang Olkhov-Mitsel, Ekaterina Kamdar, Shivani Jeyapala, Renu Garcia, Julia Hurst, Rachel Hanna, Marcelino Yazbek Mills, Robert Tuzova, Alexandra V. O’Reilly, Eve Kelly, Sarah Cooper, Colin Brewer, Daniel Perry, Antoinette S. Clark, Jeremy Fleshner, Neil Bapat, Bharati Clin Epigenetics Research BACKGROUND: Prevention of unnecessary biopsies and overtreatment of indolent disease remains a challenge in the management of prostate cancer. Novel non-invasive tests that can identify clinically significant (intermediate-risk and high-risk) diseases are needed to improve risk stratification and monitoring of prostate cancer patients. Here, we investigated a panel of six DNA methylation biomarkers in urine samples collected post-digital rectal exam from patients undergoing prostate biopsy, for their utility to guide decision making for diagnostic biopsy and early detection of aggressive prostate cancer. RESULTS: We recruited 408 patients in risk categories ranging from benign to low-, intermediate-, and high-risk prostate cancer from three international cohorts. Patients were separated into 2/3 training and 1/3 validation cohorts. Methylation biomarkers were analyzed in post-digital rectal exam urinary sediment DNA by quantitative MethyLight assay and investigated for their association with any or aggressive prostate cancers. We developed a Prostate Cancer Urinary Epigenetic (ProCUrE) assay based on an optimal two-gene (HOXD3 and GSTP1) LASSO model, derived from methylation values in the training cohort, and assessed ProCUrE’s diagnostic and prognostic ability for prostate cancer in both the training and validation cohorts. ProCUrE demonstrated improved prostate cancer diagnosis and identification of patients with clinically significant disease in both the training and validation cohorts. Using three different risk stratification criteria (Gleason score, D’Amico criteria, and CAPRA score), we found that the positive predictive value for ProCUrE was higher (59.4–78%) than prostate specific antigen (PSA) (38.2–72.1%) for all risk category comparisons. ProCUrE also demonstrated additive value to PSA in identifying GS ≥ 7 PCa compared to PSA alone (DeLong’s test p = 0.039), as well as additive value to the PCPT risk calculator for identifying any PCa and GS ≥ 7 PCa (DeLong’s test p = 0.011 and 0.022, respectively). CONCLUSIONS: ProCUrE is a promising non-invasive urinary methylation assay for the early detection and prognostication of prostate cancer. ProCUrE has the potential to supplement PSA testing to identify patients with clinically significant prostate cancer. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13148-018-0575-z) contains supplementary material, which is available to authorized users. BioMed Central 2018-11-23 /pmc/articles/PMC6260648/ /pubmed/30470249 http://dx.doi.org/10.1186/s13148-018-0575-z Text en © The Author(s). 2018 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 Zhao, Fang Olkhov-Mitsel, Ekaterina Kamdar, Shivani Jeyapala, Renu Garcia, Julia Hurst, Rachel Hanna, Marcelino Yazbek Mills, Robert Tuzova, Alexandra V. O’Reilly, Eve Kelly, Sarah Cooper, Colin Brewer, Daniel Perry, Antoinette S. Clark, Jeremy Fleshner, Neil Bapat, Bharati A urine-based DNA methylation assay, ProCUrE, to identify clinically significant prostate cancer |
title | A urine-based DNA methylation assay, ProCUrE, to identify clinically significant prostate cancer |
title_full | A urine-based DNA methylation assay, ProCUrE, to identify clinically significant prostate cancer |
title_fullStr | A urine-based DNA methylation assay, ProCUrE, to identify clinically significant prostate cancer |
title_full_unstemmed | A urine-based DNA methylation assay, ProCUrE, to identify clinically significant prostate cancer |
title_short | A urine-based DNA methylation assay, ProCUrE, to identify clinically significant prostate cancer |
title_sort | urine-based dna methylation assay, procure, to identify clinically significant prostate cancer |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6260648/ https://www.ncbi.nlm.nih.gov/pubmed/30470249 http://dx.doi.org/10.1186/s13148-018-0575-z |
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