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DNA methylation and hormone receptor status in breast cancer
BACKGROUND: We examined whether differences in tumor DNA methylation were associated with more aggressive hormone receptor-negative breast cancer in an ethnically diverse group of patients in the Breast Cancer Care in Chicago (BCCC) study and using data from The Cancer Genome Atlas (TCGA). RESULTS:...
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/PMC4754852/ https://www.ncbi.nlm.nih.gov/pubmed/26884818 http://dx.doi.org/10.1186/s13148-016-0184-7 |
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author | Benevolenskaya, Elizaveta V. Islam, Abul B. M. M. K. Ahsan, Habibul Kibriya, Muhammad G. Jasmine, Farzana Wolff, Ben Al-Alem, Umaima Wiley, Elizabeth Kajdacsy-Balla, Andre Macias, Virgilia Rauscher, Garth H. |
author_facet | Benevolenskaya, Elizaveta V. Islam, Abul B. M. M. K. Ahsan, Habibul Kibriya, Muhammad G. Jasmine, Farzana Wolff, Ben Al-Alem, Umaima Wiley, Elizabeth Kajdacsy-Balla, Andre Macias, Virgilia Rauscher, Garth H. |
author_sort | Benevolenskaya, Elizaveta V. |
collection | PubMed |
description | BACKGROUND: We examined whether differences in tumor DNA methylation were associated with more aggressive hormone receptor-negative breast cancer in an ethnically diverse group of patients in the Breast Cancer Care in Chicago (BCCC) study and using data from The Cancer Genome Atlas (TCGA). RESULTS: DNA was extracted from formalin-fixed, paraffin-embedded samples on 75 patients (21 White, 31 African-American, and 23 Hispanic) (training dataset) enrolled in the BCCC. Hormone receptor status was defined as negative if tumors were negative for both estrogen and progesterone (ER/PR) receptors (N = 22/75). DNA methylation was analyzed at 1505 CpG sites within 807 gene promoters using the Illumina GoldenGate assay. Differential DNA methylation as a predictor of hormone receptor status was tested while controlling for false discovery rate and assigned to the gene closest to the respective CpG site. Next, those genes that predicted ER/PR status were validated using TCGA data with respect to DNA methylation (validation dataset), and correlations between CpG methylation and gene expression were examined. In the training dataset, 5.7 % of promoter mean methylation values (46/807) were associated with receptor status at P < 0.05; for 88 % of these (38/46), hypermethylation was associated with receptor-positive disease. Hypermethylation for FZD9, MME, BCAP31, HDAC9, PAX6, SCGB3A1, PDGFRA, IGFBP3, and PTGS2 genes most strongly predicted receptor-positive disease. Twenty-one of 24 predictor genes from the training dataset were confirmed in the validation dataset. The level of DNA methylation at 19 out 22 genes, for which gene expression data were available, was associated with gene activity. CONCLUSIONS: Higher levels of promoter methylation strongly correlate with hormone receptor positive status of breast tumors. For most of the genes identified in our training dataset as ER/PR receptor status predictors, DNA methylation correlated with stable gene expression level. The predictors performed well when evaluated on independent set of samples, with different racioethnic distribution, thus providing evidence that this set of DNA methylation biomarkers will likely generalize to prospective patient samples. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13148-016-0184-7) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4754852 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-47548522016-02-17 DNA methylation and hormone receptor status in breast cancer Benevolenskaya, Elizaveta V. Islam, Abul B. M. M. K. Ahsan, Habibul Kibriya, Muhammad G. Jasmine, Farzana Wolff, Ben Al-Alem, Umaima Wiley, Elizabeth Kajdacsy-Balla, Andre Macias, Virgilia Rauscher, Garth H. Clin Epigenetics Research BACKGROUND: We examined whether differences in tumor DNA methylation were associated with more aggressive hormone receptor-negative breast cancer in an ethnically diverse group of patients in the Breast Cancer Care in Chicago (BCCC) study and using data from The Cancer Genome Atlas (TCGA). RESULTS: DNA was extracted from formalin-fixed, paraffin-embedded samples on 75 patients (21 White, 31 African-American, and 23 Hispanic) (training dataset) enrolled in the BCCC. Hormone receptor status was defined as negative if tumors were negative for both estrogen and progesterone (ER/PR) receptors (N = 22/75). DNA methylation was analyzed at 1505 CpG sites within 807 gene promoters using the Illumina GoldenGate assay. Differential DNA methylation as a predictor of hormone receptor status was tested while controlling for false discovery rate and assigned to the gene closest to the respective CpG site. Next, those genes that predicted ER/PR status were validated using TCGA data with respect to DNA methylation (validation dataset), and correlations between CpG methylation and gene expression were examined. In the training dataset, 5.7 % of promoter mean methylation values (46/807) were associated with receptor status at P < 0.05; for 88 % of these (38/46), hypermethylation was associated with receptor-positive disease. Hypermethylation for FZD9, MME, BCAP31, HDAC9, PAX6, SCGB3A1, PDGFRA, IGFBP3, and PTGS2 genes most strongly predicted receptor-positive disease. Twenty-one of 24 predictor genes from the training dataset were confirmed in the validation dataset. The level of DNA methylation at 19 out 22 genes, for which gene expression data were available, was associated with gene activity. CONCLUSIONS: Higher levels of promoter methylation strongly correlate with hormone receptor positive status of breast tumors. For most of the genes identified in our training dataset as ER/PR receptor status predictors, DNA methylation correlated with stable gene expression level. The predictors performed well when evaluated on independent set of samples, with different racioethnic distribution, thus providing evidence that this set of DNA methylation biomarkers will likely generalize to prospective patient samples. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13148-016-0184-7) contains supplementary material, which is available to authorized users. BioMed Central 2016-02-16 /pmc/articles/PMC4754852/ /pubmed/26884818 http://dx.doi.org/10.1186/s13148-016-0184-7 Text en © Benevolenskaya et al. 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 Benevolenskaya, Elizaveta V. Islam, Abul B. M. M. K. Ahsan, Habibul Kibriya, Muhammad G. Jasmine, Farzana Wolff, Ben Al-Alem, Umaima Wiley, Elizabeth Kajdacsy-Balla, Andre Macias, Virgilia Rauscher, Garth H. DNA methylation and hormone receptor status in breast cancer |
title | DNA methylation and hormone receptor status in breast cancer |
title_full | DNA methylation and hormone receptor status in breast cancer |
title_fullStr | DNA methylation and hormone receptor status in breast cancer |
title_full_unstemmed | DNA methylation and hormone receptor status in breast cancer |
title_short | DNA methylation and hormone receptor status in breast cancer |
title_sort | dna methylation and hormone receptor status in breast cancer |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4754852/ https://www.ncbi.nlm.nih.gov/pubmed/26884818 http://dx.doi.org/10.1186/s13148-016-0184-7 |
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