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Genomewide Study of Epigenetic Biomarkers of Opioid Dependence in European- American Women
There is currently an epidemic of opioid use, overdose, and dependence in the United States. Although opioid dependence (OD) is more prevalent in men, opioid relapse and fatal opioid overdoses have recently increased at a higher rate among women. Epigenetic mechanisms have been implicated in the eti...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6420601/ https://www.ncbi.nlm.nih.gov/pubmed/30874594 http://dx.doi.org/10.1038/s41598-019-41110-7 |
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author | Montalvo-Ortiz, Janitza L. Cheng, Zhongshan Kranzler, Henry R. Zhang, Huiping Gelernter, Joel |
author_facet | Montalvo-Ortiz, Janitza L. Cheng, Zhongshan Kranzler, Henry R. Zhang, Huiping Gelernter, Joel |
author_sort | Montalvo-Ortiz, Janitza L. |
collection | PubMed |
description | There is currently an epidemic of opioid use, overdose, and dependence in the United States. Although opioid dependence (OD) is more prevalent in men, opioid relapse and fatal opioid overdoses have recently increased at a higher rate among women. Epigenetic mechanisms have been implicated in the etiology of OD, though most studies to date have used candidate gene approaches. We conducted the first epigenome-wide association study (EWAS) of OD in a sample of 220 European-American (EA) women (140 OD cases, 80 opioid-exposed controls). DNA was derived from whole blood samples and EWAS was implemented using the Illumina Infinium HumanMethylationEPIC array. To identify differentially methylated CpG sites, we performed an association analysis adjusting for age, estimates of cell proportions, smoking status, and the first three principal components to correct for population stratification. After correction for multiple testing, association analysis identified three genome-wide significant differentially methylated CpG sites mapping to the PARG, RERE, and CFAP77 genes. These genes are involved in chromatin remodeling, DNA binding, cell survival, and cell projection. Previous genome-wide association studies have identified RERE risk variants in association with psychiatric disorders and educational attainment. DNA methylation age in the peripheral blood did not differ between OD subjects and opioid-exposed controls. Our findings implicate epigenetic mechanisms in OD and, if replicated, identify possible novel peripheral biomarkers of OD that could inform the prevention and treatment of the disorder. |
format | Online Article Text |
id | pubmed-6420601 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-64206012019-03-19 Genomewide Study of Epigenetic Biomarkers of Opioid Dependence in European- American Women Montalvo-Ortiz, Janitza L. Cheng, Zhongshan Kranzler, Henry R. Zhang, Huiping Gelernter, Joel Sci Rep Article There is currently an epidemic of opioid use, overdose, and dependence in the United States. Although opioid dependence (OD) is more prevalent in men, opioid relapse and fatal opioid overdoses have recently increased at a higher rate among women. Epigenetic mechanisms have been implicated in the etiology of OD, though most studies to date have used candidate gene approaches. We conducted the first epigenome-wide association study (EWAS) of OD in a sample of 220 European-American (EA) women (140 OD cases, 80 opioid-exposed controls). DNA was derived from whole blood samples and EWAS was implemented using the Illumina Infinium HumanMethylationEPIC array. To identify differentially methylated CpG sites, we performed an association analysis adjusting for age, estimates of cell proportions, smoking status, and the first three principal components to correct for population stratification. After correction for multiple testing, association analysis identified three genome-wide significant differentially methylated CpG sites mapping to the PARG, RERE, and CFAP77 genes. These genes are involved in chromatin remodeling, DNA binding, cell survival, and cell projection. Previous genome-wide association studies have identified RERE risk variants in association with psychiatric disorders and educational attainment. DNA methylation age in the peripheral blood did not differ between OD subjects and opioid-exposed controls. Our findings implicate epigenetic mechanisms in OD and, if replicated, identify possible novel peripheral biomarkers of OD that could inform the prevention and treatment of the disorder. Nature Publishing Group UK 2019-03-15 /pmc/articles/PMC6420601/ /pubmed/30874594 http://dx.doi.org/10.1038/s41598-019-41110-7 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Montalvo-Ortiz, Janitza L. Cheng, Zhongshan Kranzler, Henry R. Zhang, Huiping Gelernter, Joel Genomewide Study of Epigenetic Biomarkers of Opioid Dependence in European- American Women |
title | Genomewide Study of Epigenetic Biomarkers of Opioid Dependence in European- American Women |
title_full | Genomewide Study of Epigenetic Biomarkers of Opioid Dependence in European- American Women |
title_fullStr | Genomewide Study of Epigenetic Biomarkers of Opioid Dependence in European- American Women |
title_full_unstemmed | Genomewide Study of Epigenetic Biomarkers of Opioid Dependence in European- American Women |
title_short | Genomewide Study of Epigenetic Biomarkers of Opioid Dependence in European- American Women |
title_sort | genomewide study of epigenetic biomarkers of opioid dependence in european- american women |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6420601/ https://www.ncbi.nlm.nih.gov/pubmed/30874594 http://dx.doi.org/10.1038/s41598-019-41110-7 |
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