Cargando…
Whole-genome DNA methylation status associated with clinical PTSD measures of OIF/OEF veterans
Emerging knowledge suggests that post-traumatic stress disorder (PTSD) pathophysiology is linked to the patients’ epigenetic changes, but comprehensive studies examining genome-wide methylation have not been performed. In this study, we examined genome-wide DNA methylation in peripheral whole blood...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5538114/ https://www.ncbi.nlm.nih.gov/pubmed/28696412 http://dx.doi.org/10.1038/tp.2017.129 |
_version_ | 1783254306556739584 |
---|---|
author | Hammamieh, R Chakraborty, N Gautam, A Muhie, S Yang, R Donohue, D Kumar, R Daigle, B J Zhang, Y Amara, D A Miller, S-A Srinivasan, S Flory, J Yehuda, R Petzold, L Wolkowitz, O M Mellon, S H Hood, L Doyle, F J Marmar, C Jett, M |
author_facet | Hammamieh, R Chakraborty, N Gautam, A Muhie, S Yang, R Donohue, D Kumar, R Daigle, B J Zhang, Y Amara, D A Miller, S-A Srinivasan, S Flory, J Yehuda, R Petzold, L Wolkowitz, O M Mellon, S H Hood, L Doyle, F J Marmar, C Jett, M |
author_sort | Hammamieh, R |
collection | PubMed |
description | Emerging knowledge suggests that post-traumatic stress disorder (PTSD) pathophysiology is linked to the patients’ epigenetic changes, but comprehensive studies examining genome-wide methylation have not been performed. In this study, we examined genome-wide DNA methylation in peripheral whole blood in combat veterans with and without PTSD to ascertain differentially methylated probes. Discovery was initially made in a training sample comprising 48 male Operation Enduring Freedom (OEF)/Operation Iraqi Freedom (OIF) veterans with PTSD and 51 age/ethnicity/gender-matched combat-exposed PTSD-negative controls. Agilent whole-genome array detected ~5600 differentially methylated CpG islands (CpGI) annotated to ~2800 differently methylated genes (DMGs). The majority (84.5%) of these CpGIs were hypermethylated in the PTSD cases. Functional analysis was performed using the DMGs encoding the promoter-bound CpGIs to identify networks related to PTSD. The identified networks were further validated by an independent test set comprising 31 PTSD+/29 PTSD− veterans. Targeted bisulfite sequencing was also used to confirm the methylation status of 20 DMGs shown to be highly perturbed in the training set. To improve the statistical power and mitigate the assay bias and batch effects, a union set combining both training and test set was assayed using a different platform from Illumina. The pathways curated from this analysis confirmed 65% of the pool of pathways mined from training and test sets. The results highlight the importance of assay methodology and use of independent samples for discovery and validation of differentially methylated genes mined from whole blood. Nonetheless, the current study demonstrates that several important epigenetically altered networks may distinguish combat-exposed veterans with and without PTSD. |
format | Online Article Text |
id | pubmed-5538114 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-55381142017-08-02 Whole-genome DNA methylation status associated with clinical PTSD measures of OIF/OEF veterans Hammamieh, R Chakraborty, N Gautam, A Muhie, S Yang, R Donohue, D Kumar, R Daigle, B J Zhang, Y Amara, D A Miller, S-A Srinivasan, S Flory, J Yehuda, R Petzold, L Wolkowitz, O M Mellon, S H Hood, L Doyle, F J Marmar, C Jett, M Transl Psychiatry Original Article Emerging knowledge suggests that post-traumatic stress disorder (PTSD) pathophysiology is linked to the patients’ epigenetic changes, but comprehensive studies examining genome-wide methylation have not been performed. In this study, we examined genome-wide DNA methylation in peripheral whole blood in combat veterans with and without PTSD to ascertain differentially methylated probes. Discovery was initially made in a training sample comprising 48 male Operation Enduring Freedom (OEF)/Operation Iraqi Freedom (OIF) veterans with PTSD and 51 age/ethnicity/gender-matched combat-exposed PTSD-negative controls. Agilent whole-genome array detected ~5600 differentially methylated CpG islands (CpGI) annotated to ~2800 differently methylated genes (DMGs). The majority (84.5%) of these CpGIs were hypermethylated in the PTSD cases. Functional analysis was performed using the DMGs encoding the promoter-bound CpGIs to identify networks related to PTSD. The identified networks were further validated by an independent test set comprising 31 PTSD+/29 PTSD− veterans. Targeted bisulfite sequencing was also used to confirm the methylation status of 20 DMGs shown to be highly perturbed in the training set. To improve the statistical power and mitigate the assay bias and batch effects, a union set combining both training and test set was assayed using a different platform from Illumina. The pathways curated from this analysis confirmed 65% of the pool of pathways mined from training and test sets. The results highlight the importance of assay methodology and use of independent samples for discovery and validation of differentially methylated genes mined from whole blood. Nonetheless, the current study demonstrates that several important epigenetically altered networks may distinguish combat-exposed veterans with and without PTSD. Nature Publishing Group 2017-07 2017-07-11 /pmc/articles/PMC5538114/ /pubmed/28696412 http://dx.doi.org/10.1038/tp.2017.129 Text en Copyright © 2017 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/4.0/ |
spellingShingle | Original Article Hammamieh, R Chakraborty, N Gautam, A Muhie, S Yang, R Donohue, D Kumar, R Daigle, B J Zhang, Y Amara, D A Miller, S-A Srinivasan, S Flory, J Yehuda, R Petzold, L Wolkowitz, O M Mellon, S H Hood, L Doyle, F J Marmar, C Jett, M Whole-genome DNA methylation status associated with clinical PTSD measures of OIF/OEF veterans |
title | Whole-genome DNA methylation status associated with clinical PTSD measures of OIF/OEF veterans |
title_full | Whole-genome DNA methylation status associated with clinical PTSD measures of OIF/OEF veterans |
title_fullStr | Whole-genome DNA methylation status associated with clinical PTSD measures of OIF/OEF veterans |
title_full_unstemmed | Whole-genome DNA methylation status associated with clinical PTSD measures of OIF/OEF veterans |
title_short | Whole-genome DNA methylation status associated with clinical PTSD measures of OIF/OEF veterans |
title_sort | whole-genome dna methylation status associated with clinical ptsd measures of oif/oef veterans |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5538114/ https://www.ncbi.nlm.nih.gov/pubmed/28696412 http://dx.doi.org/10.1038/tp.2017.129 |
work_keys_str_mv | AT hammamiehr wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT chakrabortyn wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT gautama wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT muhies wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT yangr wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT donohued wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT kumarr wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT daiglebj wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT zhangy wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT amarada wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT millersa wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT srinivasans wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT floryj wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT yehudar wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT petzoldl wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT wolkowitzom wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT mellonsh wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT hoodl wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT doylefj wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT marmarc wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans AT jettm wholegenomednamethylationstatusassociatedwithclinicalptsdmeasuresofoifoefveterans |