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author Demetriou, Christiana A.
Chen, Jia
Polidoro, Silvia
van Veldhoven, Karin
Cuenin, Cyrille
Campanella, Gianluca
Brennan, Kevin
Clavel-Chapelon, Françoise
Dossus, Laure
Kvaskoff, Marina
Drogan, Dagmar
Boeing, Heiner
Kaaks, Rudolf
Risch, Angela
Trichopoulos, Dimitrios
Lagiou, Pagona
Masala, Giovanna
Sieri, Sabina
Tumino, Rosario
Panico, Salvatore
Quirós, J. Ramón
Sánchez Perez, María-José
Amiano, Pilar
Huerta Castaño, José María
Ardanaz, Eva
Onland-Moret, Charlotte
Peeters, Petra
Khaw, Kay-Tee
Wareham, Nick
Key, Timothy J.
Travis, Ruth C.
Romieu, Isabelle
Gallo, Valentina
Gunter, Marc
Herceg, Zdenko
Kyriacou, Kyriacos
Riboli, Elio
Flanagan, James M.
Vineis, Paolo
author_facet Demetriou, Christiana A.
Chen, Jia
Polidoro, Silvia
van Veldhoven, Karin
Cuenin, Cyrille
Campanella, Gianluca
Brennan, Kevin
Clavel-Chapelon, Françoise
Dossus, Laure
Kvaskoff, Marina
Drogan, Dagmar
Boeing, Heiner
Kaaks, Rudolf
Risch, Angela
Trichopoulos, Dimitrios
Lagiou, Pagona
Masala, Giovanna
Sieri, Sabina
Tumino, Rosario
Panico, Salvatore
Quirós, J. Ramón
Sánchez Perez, María-José
Amiano, Pilar
Huerta Castaño, José María
Ardanaz, Eva
Onland-Moret, Charlotte
Peeters, Petra
Khaw, Kay-Tee
Wareham, Nick
Key, Timothy J.
Travis, Ruth C.
Romieu, Isabelle
Gallo, Valentina
Gunter, Marc
Herceg, Zdenko
Kyriacou, Kyriacos
Riboli, Elio
Flanagan, James M.
Vineis, Paolo
author_sort Demetriou, Christiana A.
collection PubMed
description Reproductive factors have been linked to both breast cancer and DNA methylation, suggesting methylation as an important mechanism by which reproductive factors impact on disease risk. However, few studies have investigated the link between reproductive factors and DNA methylation in humans. Genome-wide methylation in peripheral blood lymphocytes of 376 healthy women from the prospective EPIC study was investigated using LUminometric Methylation Assay (LUMA). Also, methylation of 458877 CpG sites was additionally investigated in an independent group of 332 participants of the EPIC-Italy sub-cohort, using the Infinium HumanMethylation 450 BeadChip. Multivariate logistic regression and linear models were used to investigate the association between reproductive risk factors and genome wide and CpG-specific DNA methylation, respectively. Menarcheal age was inversely associated with global DNA methylation as measured with LUMA. For each yearly increase in age at menarche, the risk of having genome wide methylation below median level was increased by 32% (OR:1.32, 95%CI:1.14–1.53). When age at menarche was treated as a categorical variable, there was an inverse dose-response relationship with LUMA methylation levels (OR(12–14vs.≤11 yrs):1.78, 95%CI:1.01–3.17 and OR(≥15vs.≤11 yrs):4.59, 95%CI:2.04–10.33; P for trend<0.0001). However, average levels of global methylation as measured by the Illumina technology were not significantly associated with menarcheal age. In locus by locus comparative analyses, only one CpG site had significantly different methylation depending on the menarcheal age category examined, but this finding was not replicated by pyrosequencing in an independent data set. This study suggests a link between age at menarche and genome wide DNA methylation, and the difference in results between the two arrays suggests that repetitive element methylation has a role in the association. Epigenetic changes may be modulated by menarcheal age, or the association may be a mirror of other important changes in early life that have a detectable effect on both methylation levels and menarcheal age.
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spelling pubmed-38358042013-11-25 Methylome Analysis and Epigenetic Changes Associated with Menarcheal Age Demetriou, Christiana A. Chen, Jia Polidoro, Silvia van Veldhoven, Karin Cuenin, Cyrille Campanella, Gianluca Brennan, Kevin Clavel-Chapelon, Françoise Dossus, Laure Kvaskoff, Marina Drogan, Dagmar Boeing, Heiner Kaaks, Rudolf Risch, Angela Trichopoulos, Dimitrios Lagiou, Pagona Masala, Giovanna Sieri, Sabina Tumino, Rosario Panico, Salvatore Quirós, J. Ramón Sánchez Perez, María-José Amiano, Pilar Huerta Castaño, José María Ardanaz, Eva Onland-Moret, Charlotte Peeters, Petra Khaw, Kay-Tee Wareham, Nick Key, Timothy J. Travis, Ruth C. Romieu, Isabelle Gallo, Valentina Gunter, Marc Herceg, Zdenko Kyriacou, Kyriacos Riboli, Elio Flanagan, James M. Vineis, Paolo PLoS One Research Article Reproductive factors have been linked to both breast cancer and DNA methylation, suggesting methylation as an important mechanism by which reproductive factors impact on disease risk. However, few studies have investigated the link between reproductive factors and DNA methylation in humans. Genome-wide methylation in peripheral blood lymphocytes of 376 healthy women from the prospective EPIC study was investigated using LUminometric Methylation Assay (LUMA). Also, methylation of 458877 CpG sites was additionally investigated in an independent group of 332 participants of the EPIC-Italy sub-cohort, using the Infinium HumanMethylation 450 BeadChip. Multivariate logistic regression and linear models were used to investigate the association between reproductive risk factors and genome wide and CpG-specific DNA methylation, respectively. Menarcheal age was inversely associated with global DNA methylation as measured with LUMA. For each yearly increase in age at menarche, the risk of having genome wide methylation below median level was increased by 32% (OR:1.32, 95%CI:1.14–1.53). When age at menarche was treated as a categorical variable, there was an inverse dose-response relationship with LUMA methylation levels (OR(12–14vs.≤11 yrs):1.78, 95%CI:1.01–3.17 and OR(≥15vs.≤11 yrs):4.59, 95%CI:2.04–10.33; P for trend<0.0001). However, average levels of global methylation as measured by the Illumina technology were not significantly associated with menarcheal age. In locus by locus comparative analyses, only one CpG site had significantly different methylation depending on the menarcheal age category examined, but this finding was not replicated by pyrosequencing in an independent data set. This study suggests a link between age at menarche and genome wide DNA methylation, and the difference in results between the two arrays suggests that repetitive element methylation has a role in the association. Epigenetic changes may be modulated by menarcheal age, or the association may be a mirror of other important changes in early life that have a detectable effect on both methylation levels and menarcheal age. Public Library of Science 2013-11-20 /pmc/articles/PMC3835804/ /pubmed/24278132 http://dx.doi.org/10.1371/journal.pone.0079391 Text en © 2013 Demetriou et al http://creativecommons.org/licenses/by/4.0/ 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 properly credited.
spellingShingle Research Article
Demetriou, Christiana A.
Chen, Jia
Polidoro, Silvia
van Veldhoven, Karin
Cuenin, Cyrille
Campanella, Gianluca
Brennan, Kevin
Clavel-Chapelon, Françoise
Dossus, Laure
Kvaskoff, Marina
Drogan, Dagmar
Boeing, Heiner
Kaaks, Rudolf
Risch, Angela
Trichopoulos, Dimitrios
Lagiou, Pagona
Masala, Giovanna
Sieri, Sabina
Tumino, Rosario
Panico, Salvatore
Quirós, J. Ramón
Sánchez Perez, María-José
Amiano, Pilar
Huerta Castaño, José María
Ardanaz, Eva
Onland-Moret, Charlotte
Peeters, Petra
Khaw, Kay-Tee
Wareham, Nick
Key, Timothy J.
Travis, Ruth C.
Romieu, Isabelle
Gallo, Valentina
Gunter, Marc
Herceg, Zdenko
Kyriacou, Kyriacos
Riboli, Elio
Flanagan, James M.
Vineis, Paolo
Methylome Analysis and Epigenetic Changes Associated with Menarcheal Age
title Methylome Analysis and Epigenetic Changes Associated with Menarcheal Age
title_full Methylome Analysis and Epigenetic Changes Associated with Menarcheal Age
title_fullStr Methylome Analysis and Epigenetic Changes Associated with Menarcheal Age
title_full_unstemmed Methylome Analysis and Epigenetic Changes Associated with Menarcheal Age
title_short Methylome Analysis and Epigenetic Changes Associated with Menarcheal Age
title_sort methylome analysis and epigenetic changes associated with menarcheal age
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3835804/
https://www.ncbi.nlm.nih.gov/pubmed/24278132
http://dx.doi.org/10.1371/journal.pone.0079391
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