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
Integrative Systems Biology, US Army Center for Environmental Health Research, Frederick, MD, USA.
USACEHR, The Geneva Foundation, Frederick, MD, USA.
Transl Psychiatry. 2017 Jul 11;7(7):e1169. doi: 10.1038/tp.2017.129.
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.
新出现的知识表明,创伤后应激障碍(PTSD)的病理生理学与患者的表观遗传变化有关,但尚未进行全面的全基因组甲基化研究。在本研究中,我们检测了患有和未患有PTSD的退伍军人外周全血中的全基因组DNA甲基化,以确定差异甲基化探针。最初在一个训练样本中进行发现,该样本包括48名患有PTSD的持久自由行动(OEF)/伊拉克自由行动(OIF)男性退伍军人和51名年龄/种族/性别匹配的经历过战斗但PTSD阴性的对照。安捷伦全基因组阵列检测到约5600个差异甲基化的CpG岛(CpGI),注释到约2800个不同甲基化的基因(DMG)。这些CpGI中的大多数(84.5%)在PTSD病例中是高甲基化的。使用编码启动子结合CpGI的DMG进行功能分析,以识别与PTSD相关的网络。通过一个独立的测试集(包括31名PTSD阳性/29名PTSD阴性退伍军人)对所识别的网络进行了进一步验证。还使用靶向亚硫酸氢盐测序来确认在训练集中显示高度紊乱的20个DMG的甲基化状态。为了提高统计效力并减轻检测偏差和批次效应,使用与Illumina不同的平台对训练集和测试集的联合集进行了检测。从该分析中整理出的通路证实了从训练集和测试集中挖掘出的通路库的65%。结果突出了检测方法以及使用独立样本对从全血中挖掘出的差异甲基化基因进行发现和验证的重要性。尽管如此,当前研究表明,几个重要的表观遗传改变网络可能区分经历过战斗的患有和未患有PTSD的退伍军人。