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An epigenome-wide association study of posttraumatic stress disorder in US veterans implicates several new DNA methylation loci
BACKGROUND: Previous studies using candidate gene and genome-wide approaches have identified epigenetic changes in DNA methylation (DNAm) associated with posttraumatic stress disorder (PTSD). METHODS: In this study, we performed an EWAS of PTSD in a cohort of Veterans (n = 378 lifetime PTSD cases an...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7071645/ https://www.ncbi.nlm.nih.gov/pubmed/32171335 http://dx.doi.org/10.1186/s13148-020-0820-0 |
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author | Logue, Mark W. Miller, Mark W. Wolf, Erika J. Huber, Bertrand Russ Morrison, Filomene G. Zhou, Zhenwei Zheng, Yuanchao Smith, Alicia K. Daskalakis, Nikolaos P. Ratanatharathorn, Andrew Uddin, Monica Nievergelt, Caroline M. Ashley-Koch, Allison E. Baker, Dewleen G. Beckham, Jean C. Garrett, Melanie E. Boks, Marco P. Geuze, Elbert Grant, Gerald A. Hauser, Michael A. Kessler, Ronald C. Kimbrel, Nathan A. Maihofer, Adam X. Marx, Christine E. Qin, Xue-Jun Risbrough, Victoria B. Rutten, Bart P. F. Stein, Murray B. Ursano, Robert J. Vermetten, Eric Vinkers, Christiaan H. Ware, Erin B. Stone, Annjanette Schichman, Steven A. McGlinchey, Regina E. Milberg, William P. Hayes, Jasmeet P. Verfaellie, Mieke |
author_facet | Logue, Mark W. Miller, Mark W. Wolf, Erika J. Huber, Bertrand Russ Morrison, Filomene G. Zhou, Zhenwei Zheng, Yuanchao Smith, Alicia K. Daskalakis, Nikolaos P. Ratanatharathorn, Andrew Uddin, Monica Nievergelt, Caroline M. Ashley-Koch, Allison E. Baker, Dewleen G. Beckham, Jean C. Garrett, Melanie E. Boks, Marco P. Geuze, Elbert Grant, Gerald A. Hauser, Michael A. Kessler, Ronald C. Kimbrel, Nathan A. Maihofer, Adam X. Marx, Christine E. Qin, Xue-Jun Risbrough, Victoria B. Rutten, Bart P. F. Stein, Murray B. Ursano, Robert J. Vermetten, Eric Vinkers, Christiaan H. Ware, Erin B. Stone, Annjanette Schichman, Steven A. McGlinchey, Regina E. Milberg, William P. Hayes, Jasmeet P. Verfaellie, Mieke |
author_sort | Logue, Mark W. |
collection | PubMed |
description | BACKGROUND: Previous studies using candidate gene and genome-wide approaches have identified epigenetic changes in DNA methylation (DNAm) associated with posttraumatic stress disorder (PTSD). METHODS: In this study, we performed an EWAS of PTSD in a cohort of Veterans (n = 378 lifetime PTSD cases and 135 controls) from the Translational Research Center for TBI and Stress Disorders (TRACTS) cohort assessed using the Illumina EPIC Methylation BeadChip which assesses DNAm at more than 850,000 sites throughout the genome. Our model included covariates for ancestry, cell heterogeneity, sex, age, and a smoking score based on DNAm at 39 smoking-associated CpGs. We also examined in EPIC-based DNAm data generated from pre-frontal cortex (PFC) tissue from the National PTSD Brain Bank (n = 72). RESULTS: The analysis of blood samples yielded one genome-wide significant association with PTSD at cg19534438 in the gene G0S2 (p = 1.19 × 10(-7), p(adj) = 0.048). This association was replicated in an independent PGC-PTSD-EWAS consortium meta-analysis of military cohorts (p = 0.0024). We also observed association with the smoking-related locus cg05575921 in AHRR despite inclusion of a methylation-based smoking score covariate (p = 9.16 × 10(-6)), which replicates a previously observed PGC-PTSD-EWAS association (Smith et al. 2019), and yields evidence consistent with a smoking-independent effect. The top 100 EWAS loci were then examined in the PFC data. One of the blood-based PTSD loci, cg04130728 in CHST11, which was in the top 10 loci in blood, but which was not genome-wide significant, was significantly associated with PTSD in brain tissue (in blood p = 1.19 × 10(-5), p(adj) = 0.60, in brain, p = 0.00032 with the same direction of effect). Gene set enrichment analysis of the top 500 EWAS loci yielded several significant overlapping GO terms involved in pathogen response, including “Response to lipopolysaccharide” (p = 6.97 × 10(-6), p(adj) = 0.042). CONCLUSIONS: The cross replication observed in independent cohorts is evidence that DNA methylation in peripheral tissue can yield consistent and replicable PTSD associations, and our results also suggest that that some PTSD associations observed in peripheral tissue may mirror associations in the brain. |
format | Online Article Text |
id | pubmed-7071645 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-70716452020-03-18 An epigenome-wide association study of posttraumatic stress disorder in US veterans implicates several new DNA methylation loci Logue, Mark W. Miller, Mark W. Wolf, Erika J. Huber, Bertrand Russ Morrison, Filomene G. Zhou, Zhenwei Zheng, Yuanchao Smith, Alicia K. Daskalakis, Nikolaos P. Ratanatharathorn, Andrew Uddin, Monica Nievergelt, Caroline M. Ashley-Koch, Allison E. Baker, Dewleen G. Beckham, Jean C. Garrett, Melanie E. Boks, Marco P. Geuze, Elbert Grant, Gerald A. Hauser, Michael A. Kessler, Ronald C. Kimbrel, Nathan A. Maihofer, Adam X. Marx, Christine E. Qin, Xue-Jun Risbrough, Victoria B. Rutten, Bart P. F. Stein, Murray B. Ursano, Robert J. Vermetten, Eric Vinkers, Christiaan H. Ware, Erin B. Stone, Annjanette Schichman, Steven A. McGlinchey, Regina E. Milberg, William P. Hayes, Jasmeet P. Verfaellie, Mieke Clin Epigenetics Research BACKGROUND: Previous studies using candidate gene and genome-wide approaches have identified epigenetic changes in DNA methylation (DNAm) associated with posttraumatic stress disorder (PTSD). METHODS: In this study, we performed an EWAS of PTSD in a cohort of Veterans (n = 378 lifetime PTSD cases and 135 controls) from the Translational Research Center for TBI and Stress Disorders (TRACTS) cohort assessed using the Illumina EPIC Methylation BeadChip which assesses DNAm at more than 850,000 sites throughout the genome. Our model included covariates for ancestry, cell heterogeneity, sex, age, and a smoking score based on DNAm at 39 smoking-associated CpGs. We also examined in EPIC-based DNAm data generated from pre-frontal cortex (PFC) tissue from the National PTSD Brain Bank (n = 72). RESULTS: The analysis of blood samples yielded one genome-wide significant association with PTSD at cg19534438 in the gene G0S2 (p = 1.19 × 10(-7), p(adj) = 0.048). This association was replicated in an independent PGC-PTSD-EWAS consortium meta-analysis of military cohorts (p = 0.0024). We also observed association with the smoking-related locus cg05575921 in AHRR despite inclusion of a methylation-based smoking score covariate (p = 9.16 × 10(-6)), which replicates a previously observed PGC-PTSD-EWAS association (Smith et al. 2019), and yields evidence consistent with a smoking-independent effect. The top 100 EWAS loci were then examined in the PFC data. One of the blood-based PTSD loci, cg04130728 in CHST11, which was in the top 10 loci in blood, but which was not genome-wide significant, was significantly associated with PTSD in brain tissue (in blood p = 1.19 × 10(-5), p(adj) = 0.60, in brain, p = 0.00032 with the same direction of effect). Gene set enrichment analysis of the top 500 EWAS loci yielded several significant overlapping GO terms involved in pathogen response, including “Response to lipopolysaccharide” (p = 6.97 × 10(-6), p(adj) = 0.042). CONCLUSIONS: The cross replication observed in independent cohorts is evidence that DNA methylation in peripheral tissue can yield consistent and replicable PTSD associations, and our results also suggest that that some PTSD associations observed in peripheral tissue may mirror associations in the brain. BioMed Central 2020-03-14 /pmc/articles/PMC7071645/ /pubmed/32171335 http://dx.doi.org/10.1186/s13148-020-0820-0 Text en © The Author(s). 2020 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 Logue, Mark W. Miller, Mark W. Wolf, Erika J. Huber, Bertrand Russ Morrison, Filomene G. Zhou, Zhenwei Zheng, Yuanchao Smith, Alicia K. Daskalakis, Nikolaos P. Ratanatharathorn, Andrew Uddin, Monica Nievergelt, Caroline M. Ashley-Koch, Allison E. Baker, Dewleen G. Beckham, Jean C. Garrett, Melanie E. Boks, Marco P. Geuze, Elbert Grant, Gerald A. Hauser, Michael A. Kessler, Ronald C. Kimbrel, Nathan A. Maihofer, Adam X. Marx, Christine E. Qin, Xue-Jun Risbrough, Victoria B. Rutten, Bart P. F. Stein, Murray B. Ursano, Robert J. Vermetten, Eric Vinkers, Christiaan H. Ware, Erin B. Stone, Annjanette Schichman, Steven A. McGlinchey, Regina E. Milberg, William P. Hayes, Jasmeet P. Verfaellie, Mieke An epigenome-wide association study of posttraumatic stress disorder in US veterans implicates several new DNA methylation loci |
title | An epigenome-wide association study of posttraumatic stress disorder in US veterans implicates several new DNA methylation loci |
title_full | An epigenome-wide association study of posttraumatic stress disorder in US veterans implicates several new DNA methylation loci |
title_fullStr | An epigenome-wide association study of posttraumatic stress disorder in US veterans implicates several new DNA methylation loci |
title_full_unstemmed | An epigenome-wide association study of posttraumatic stress disorder in US veterans implicates several new DNA methylation loci |
title_short | An epigenome-wide association study of posttraumatic stress disorder in US veterans implicates several new DNA methylation loci |
title_sort | epigenome-wide association study of posttraumatic stress disorder in us veterans implicates several new dna methylation loci |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7071645/ https://www.ncbi.nlm.nih.gov/pubmed/32171335 http://dx.doi.org/10.1186/s13148-020-0820-0 |
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