Cargando…
Longitudinal epigenome-wide association studies of three male military cohorts reveal multiple CpG sites associated with post-traumatic stress disorder
BACKGROUND: Epigenetic mechanisms have been suggested to play a role in the development of post-traumatic stress disorder (PTSD). Here, blood-derived DNA methylation data (HumanMethylation450 BeadChip) collected prior to and following combat exposure in three cohorts of male military members were an...
Autores principales: | , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6958602/ https://www.ncbi.nlm.nih.gov/pubmed/31931860 http://dx.doi.org/10.1186/s13148-019-0798-7 |
_version_ | 1783487448233279488 |
---|---|
author | Snijders, Clara Maihofer, Adam X. Ratanatharathorn, Andrew Baker, Dewleen G. Boks, Marco P. Geuze, Elbert Jain, Sonia Kessler, Ronald C. Pishva, Ehsan Risbrough, Victoria B. Stein, Murray B. Ursano, Robert J. Vermetten, Eric Vinkers, Christiaan H. Smith, Alicia K. Uddin, Monica Rutten, Bart P. F. Nievergelt, Caroline M. |
author_facet | Snijders, Clara Maihofer, Adam X. Ratanatharathorn, Andrew Baker, Dewleen G. Boks, Marco P. Geuze, Elbert Jain, Sonia Kessler, Ronald C. Pishva, Ehsan Risbrough, Victoria B. Stein, Murray B. Ursano, Robert J. Vermetten, Eric Vinkers, Christiaan H. Smith, Alicia K. Uddin, Monica Rutten, Bart P. F. Nievergelt, Caroline M. |
author_sort | Snijders, Clara |
collection | PubMed |
description | BACKGROUND: Epigenetic mechanisms have been suggested to play a role in the development of post-traumatic stress disorder (PTSD). Here, blood-derived DNA methylation data (HumanMethylation450 BeadChip) collected prior to and following combat exposure in three cohorts of male military members were analyzed to assess whether DNA methylation profiles are associated with the development of PTSD. A total of 123 PTSD cases and 143 trauma-exposed controls were included in the analyses. The Psychiatric Genomics Consortium (PGC) PTSD EWAS QC pipeline was used on all cohorts, and results were combined using a sample size weighted meta-analysis in a two-stage design. In stage one, we jointly analyzed data of two new cohorts (N = 126 and 78) for gene discovery, and sought to replicate significant findings in a third, previously published cohort (N = 62) to assess the robustness of our results. In stage 2, we aimed at maximizing power for gene discovery by combining all three cohorts in a meta-analysis. RESULTS: Stage 1 analyses identified four CpG sites in which, conditional on pre-deployment DNA methylation, post-deployment DNA methylation was significantly associated with PTSD status after epigenome-wide adjustment for multiple comparisons. The most significant (intergenic) CpG cg05656210 (p = 1.0 × 10(−08)) was located on 5q31 and significantly replicated in the third cohort. In addition, 19 differentially methylated regions (DMRs) were identified, but failed replication. Stage 2 analyses identified three epigenome-wide significant CpGs, the intergenic CpG cg05656210 and two additional CpGs located in MAD1L1 (cg12169700) and HEXDC (cg20756026). Interestingly, cg12169700 had an underlying single nucleotide polymorphism (SNP) which was located within the same LD block as a recently identified PTSD-associated SNP in MAD1L1. Stage 2 analyses further identified 12 significant differential methylated regions (DMRs), 1 of which was located in MAD1L1 and 4 were situated in the human leukocyte antigen (HLA) region. CONCLUSIONS: This study suggests that the development of combat-related PTSD is associated with distinct methylation patterns in several genomic positions and regions. Our most prominent findings suggest the involvement of the immune system through the HLA region and HEXDC, and MAD1L1 which was previously associated with PTSD. |
format | Online Article Text |
id | pubmed-6958602 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-69586022020-01-17 Longitudinal epigenome-wide association studies of three male military cohorts reveal multiple CpG sites associated with post-traumatic stress disorder Snijders, Clara Maihofer, Adam X. Ratanatharathorn, Andrew Baker, Dewleen G. Boks, Marco P. Geuze, Elbert Jain, Sonia Kessler, Ronald C. Pishva, Ehsan Risbrough, Victoria B. Stein, Murray B. Ursano, Robert J. Vermetten, Eric Vinkers, Christiaan H. Smith, Alicia K. Uddin, Monica Rutten, Bart P. F. Nievergelt, Caroline M. Clin Epigenetics Research BACKGROUND: Epigenetic mechanisms have been suggested to play a role in the development of post-traumatic stress disorder (PTSD). Here, blood-derived DNA methylation data (HumanMethylation450 BeadChip) collected prior to and following combat exposure in three cohorts of male military members were analyzed to assess whether DNA methylation profiles are associated with the development of PTSD. A total of 123 PTSD cases and 143 trauma-exposed controls were included in the analyses. The Psychiatric Genomics Consortium (PGC) PTSD EWAS QC pipeline was used on all cohorts, and results were combined using a sample size weighted meta-analysis in a two-stage design. In stage one, we jointly analyzed data of two new cohorts (N = 126 and 78) for gene discovery, and sought to replicate significant findings in a third, previously published cohort (N = 62) to assess the robustness of our results. In stage 2, we aimed at maximizing power for gene discovery by combining all three cohorts in a meta-analysis. RESULTS: Stage 1 analyses identified four CpG sites in which, conditional on pre-deployment DNA methylation, post-deployment DNA methylation was significantly associated with PTSD status after epigenome-wide adjustment for multiple comparisons. The most significant (intergenic) CpG cg05656210 (p = 1.0 × 10(−08)) was located on 5q31 and significantly replicated in the third cohort. In addition, 19 differentially methylated regions (DMRs) were identified, but failed replication. Stage 2 analyses identified three epigenome-wide significant CpGs, the intergenic CpG cg05656210 and two additional CpGs located in MAD1L1 (cg12169700) and HEXDC (cg20756026). Interestingly, cg12169700 had an underlying single nucleotide polymorphism (SNP) which was located within the same LD block as a recently identified PTSD-associated SNP in MAD1L1. Stage 2 analyses further identified 12 significant differential methylated regions (DMRs), 1 of which was located in MAD1L1 and 4 were situated in the human leukocyte antigen (HLA) region. CONCLUSIONS: This study suggests that the development of combat-related PTSD is associated with distinct methylation patterns in several genomic positions and regions. Our most prominent findings suggest the involvement of the immune system through the HLA region and HEXDC, and MAD1L1 which was previously associated with PTSD. BioMed Central 2020-01-13 /pmc/articles/PMC6958602/ /pubmed/31931860 http://dx.doi.org/10.1186/s13148-019-0798-7 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 Snijders, Clara Maihofer, Adam X. Ratanatharathorn, Andrew Baker, Dewleen G. Boks, Marco P. Geuze, Elbert Jain, Sonia Kessler, Ronald C. Pishva, Ehsan Risbrough, Victoria B. Stein, Murray B. Ursano, Robert J. Vermetten, Eric Vinkers, Christiaan H. Smith, Alicia K. Uddin, Monica Rutten, Bart P. F. Nievergelt, Caroline M. Longitudinal epigenome-wide association studies of three male military cohorts reveal multiple CpG sites associated with post-traumatic stress disorder |
title | Longitudinal epigenome-wide association studies of three male military cohorts reveal multiple CpG sites associated with post-traumatic stress disorder |
title_full | Longitudinal epigenome-wide association studies of three male military cohorts reveal multiple CpG sites associated with post-traumatic stress disorder |
title_fullStr | Longitudinal epigenome-wide association studies of three male military cohorts reveal multiple CpG sites associated with post-traumatic stress disorder |
title_full_unstemmed | Longitudinal epigenome-wide association studies of three male military cohorts reveal multiple CpG sites associated with post-traumatic stress disorder |
title_short | Longitudinal epigenome-wide association studies of three male military cohorts reveal multiple CpG sites associated with post-traumatic stress disorder |
title_sort | longitudinal epigenome-wide association studies of three male military cohorts reveal multiple cpg sites associated with post-traumatic stress disorder |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6958602/ https://www.ncbi.nlm.nih.gov/pubmed/31931860 http://dx.doi.org/10.1186/s13148-019-0798-7 |
work_keys_str_mv | AT snijdersclara longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT maihoferadamx longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT ratanatharathornandrew longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT bakerdewleeng longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT boksmarcop longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT geuzeelbert longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT jainsonia longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT kesslerronaldc longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT pishvaehsan longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT risbroughvictoriab longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT steinmurrayb longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT ursanorobertj longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT vermetteneric longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT vinkerschristiaanh longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT smithaliciak longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT uddinmonica longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT ruttenbartpf longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder AT nievergeltcarolinem longitudinalepigenomewideassociationstudiesofthreemalemilitarycohortsrevealmultiplecpgsitesassociatedwithposttraumaticstressdisorder |