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Epigenome-wide association study for lifetime estrogen exposure identifies an epigenetic signature associated with breast cancer risk
BACKGROUND: It is well established that estrogens and other hormonal factors influence breast cancer susceptibility. We hypothesized that a woman’s total lifetime estrogen exposure accumulates changes in DNA methylation, detectable in the blood, which could be used in risk assessment for breast canc...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6492393/ https://www.ncbi.nlm.nih.gov/pubmed/31039828 http://dx.doi.org/10.1186/s13148-019-0664-7 |
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author | Johansson, Annelie Palli, Domenico Masala, Giovanna Grioni, Sara Agnoli, Claudia Tumino, Rosario Giurdanella, Maria Concetta Fasanelli, Francesca Sacerdote, Carlotta Panico, Salvatore Mattiello, Amalia Polidoro, Silvia Jones, Michael E. Schoemaker, Minouk J. Orr, Nick Tomczyk, Katarzyna Johnson, Nichola Fletcher, Olivia Perduca, Vittorio Baglietto, Laura Dugué, Pierre-Antoine Southey, Melissa C. Giles, Graham G. English, Dallas R. Milne, Roger L. Severi, Gianluca Ambatipudi, Srikant Cuenin, Cyrille Chajès, Veronique Romieu, Isabelle Herceg, Zdenko Swerdlow, Anthony J. Vineis, Paolo Flanagan, James M. |
author_facet | Johansson, Annelie Palli, Domenico Masala, Giovanna Grioni, Sara Agnoli, Claudia Tumino, Rosario Giurdanella, Maria Concetta Fasanelli, Francesca Sacerdote, Carlotta Panico, Salvatore Mattiello, Amalia Polidoro, Silvia Jones, Michael E. Schoemaker, Minouk J. Orr, Nick Tomczyk, Katarzyna Johnson, Nichola Fletcher, Olivia Perduca, Vittorio Baglietto, Laura Dugué, Pierre-Antoine Southey, Melissa C. Giles, Graham G. English, Dallas R. Milne, Roger L. Severi, Gianluca Ambatipudi, Srikant Cuenin, Cyrille Chajès, Veronique Romieu, Isabelle Herceg, Zdenko Swerdlow, Anthony J. Vineis, Paolo Flanagan, James M. |
author_sort | Johansson, Annelie |
collection | PubMed |
description | BACKGROUND: It is well established that estrogens and other hormonal factors influence breast cancer susceptibility. We hypothesized that a woman’s total lifetime estrogen exposure accumulates changes in DNA methylation, detectable in the blood, which could be used in risk assessment for breast cancer. METHODS: An estimated lifetime estrogen exposure (ELEE) model was defined using epidemiological data from EPIC-Italy (n = 31,864). An epigenome-wide association study (EWAS) of ELEE was performed using existing Illumina HumanMethylation450K Beadchip (HM450K) methylation data obtained from EPIC-Italy blood DNA samples (n = 216). A methylation index (MI) of ELEE based on 31 CpG sites was developed using HM450K data from EPIC-Italy and the Generations Study and evaluated for association with breast cancer risk in an independent dataset from the Generations Study (n = 440 incident breast cancer cases matched to 440 healthy controls) using targeted bisulfite sequencing. Lastly, a meta-analysis was conducted including three additional cohorts, consisting of 1187 case-control pairs. RESULTS: We observed an estimated 5% increase in breast cancer risk per 1-year longer ELEE (OR = 1.05, 95% CI 1.04–1.07, P = 3 × 10(−12)) in EPIC-Italy. The EWAS identified 694 CpG sites associated with ELEE (FDR Q < 0.05). We report a DNA methylation index (MI) associated with breast cancer risk that is validated in the Generations Study targeted bisulfite sequencing data (OR(Q4_vs_Q1) = 1.77, 95% CI 1.07–2.93, P = 0.027) and in the meta-analysis (OR(Q4_vs_Q1) = 1.43, 95% CI 1.05–2.00, P = 0.024); however, the correlation between the MI and ELEE was not validated across study cohorts. CONCLUSION: We have identified a blood DNA methylation signature associated with breast cancer risk in this study. Further investigation is required to confirm the interaction between estrogen exposure and DNA methylation in the blood. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13148-019-0664-7) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6492393 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-64923932019-05-08 Epigenome-wide association study for lifetime estrogen exposure identifies an epigenetic signature associated with breast cancer risk Johansson, Annelie Palli, Domenico Masala, Giovanna Grioni, Sara Agnoli, Claudia Tumino, Rosario Giurdanella, Maria Concetta Fasanelli, Francesca Sacerdote, Carlotta Panico, Salvatore Mattiello, Amalia Polidoro, Silvia Jones, Michael E. Schoemaker, Minouk J. Orr, Nick Tomczyk, Katarzyna Johnson, Nichola Fletcher, Olivia Perduca, Vittorio Baglietto, Laura Dugué, Pierre-Antoine Southey, Melissa C. Giles, Graham G. English, Dallas R. Milne, Roger L. Severi, Gianluca Ambatipudi, Srikant Cuenin, Cyrille Chajès, Veronique Romieu, Isabelle Herceg, Zdenko Swerdlow, Anthony J. Vineis, Paolo Flanagan, James M. Clin Epigenetics Research BACKGROUND: It is well established that estrogens and other hormonal factors influence breast cancer susceptibility. We hypothesized that a woman’s total lifetime estrogen exposure accumulates changes in DNA methylation, detectable in the blood, which could be used in risk assessment for breast cancer. METHODS: An estimated lifetime estrogen exposure (ELEE) model was defined using epidemiological data from EPIC-Italy (n = 31,864). An epigenome-wide association study (EWAS) of ELEE was performed using existing Illumina HumanMethylation450K Beadchip (HM450K) methylation data obtained from EPIC-Italy blood DNA samples (n = 216). A methylation index (MI) of ELEE based on 31 CpG sites was developed using HM450K data from EPIC-Italy and the Generations Study and evaluated for association with breast cancer risk in an independent dataset from the Generations Study (n = 440 incident breast cancer cases matched to 440 healthy controls) using targeted bisulfite sequencing. Lastly, a meta-analysis was conducted including three additional cohorts, consisting of 1187 case-control pairs. RESULTS: We observed an estimated 5% increase in breast cancer risk per 1-year longer ELEE (OR = 1.05, 95% CI 1.04–1.07, P = 3 × 10(−12)) in EPIC-Italy. The EWAS identified 694 CpG sites associated with ELEE (FDR Q < 0.05). We report a DNA methylation index (MI) associated with breast cancer risk that is validated in the Generations Study targeted bisulfite sequencing data (OR(Q4_vs_Q1) = 1.77, 95% CI 1.07–2.93, P = 0.027) and in the meta-analysis (OR(Q4_vs_Q1) = 1.43, 95% CI 1.05–2.00, P = 0.024); however, the correlation between the MI and ELEE was not validated across study cohorts. CONCLUSION: We have identified a blood DNA methylation signature associated with breast cancer risk in this study. Further investigation is required to confirm the interaction between estrogen exposure and DNA methylation in the blood. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13148-019-0664-7) contains supplementary material, which is available to authorized users. BioMed Central 2019-04-30 /pmc/articles/PMC6492393/ /pubmed/31039828 http://dx.doi.org/10.1186/s13148-019-0664-7 Text en © The Author(s). 2019 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 Johansson, Annelie Palli, Domenico Masala, Giovanna Grioni, Sara Agnoli, Claudia Tumino, Rosario Giurdanella, Maria Concetta Fasanelli, Francesca Sacerdote, Carlotta Panico, Salvatore Mattiello, Amalia Polidoro, Silvia Jones, Michael E. Schoemaker, Minouk J. Orr, Nick Tomczyk, Katarzyna Johnson, Nichola Fletcher, Olivia Perduca, Vittorio Baglietto, Laura Dugué, Pierre-Antoine Southey, Melissa C. Giles, Graham G. English, Dallas R. Milne, Roger L. Severi, Gianluca Ambatipudi, Srikant Cuenin, Cyrille Chajès, Veronique Romieu, Isabelle Herceg, Zdenko Swerdlow, Anthony J. Vineis, Paolo Flanagan, James M. Epigenome-wide association study for lifetime estrogen exposure identifies an epigenetic signature associated with breast cancer risk |
title | Epigenome-wide association study for lifetime estrogen exposure identifies an epigenetic signature associated with breast cancer risk |
title_full | Epigenome-wide association study for lifetime estrogen exposure identifies an epigenetic signature associated with breast cancer risk |
title_fullStr | Epigenome-wide association study for lifetime estrogen exposure identifies an epigenetic signature associated with breast cancer risk |
title_full_unstemmed | Epigenome-wide association study for lifetime estrogen exposure identifies an epigenetic signature associated with breast cancer risk |
title_short | Epigenome-wide association study for lifetime estrogen exposure identifies an epigenetic signature associated with breast cancer risk |
title_sort | epigenome-wide association study for lifetime estrogen exposure identifies an epigenetic signature associated with breast cancer risk |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6492393/ https://www.ncbi.nlm.nih.gov/pubmed/31039828 http://dx.doi.org/10.1186/s13148-019-0664-7 |
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