Breen M S, Maihofer A X, Glatt S J, Tylee D S, Chandler S D, Tsuang M T, Risbrough V B, Baker D G, O'Connor D T, Nievergelt C M, Woelk C H
Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK.
Department of Psychiatry, University of California San Diego, California, USA.
Mol Psychiatry. 2015 Dec;20(12):1538-45. doi: 10.1038/mp.2015.9. Epub 2015 Mar 10.
The molecular factors involved in the development of Post-Traumatic Stress Disorder (PTSD) remain poorly understood. Previous transcriptomic studies investigating the mechanisms of PTSD apply targeted approaches to identify individual genes under a cross-sectional framework lack a holistic view of the behaviours and properties of these genes at the system-level. Here we sought to apply an unsupervised gene-network based approach to a prospective experimental design using whole-transcriptome RNA-Seq gene expression from peripheral blood leukocytes of U.S. Marines (N=188), obtained both pre- and post-deployment to conflict zones. We identified discrete groups of co-regulated genes (i.e., co-expression modules) and tested them for association to PTSD. We identified one module at both pre- and post-deployment containing putative causal signatures for PTSD development displaying an over-expression of genes enriched for functions of innate-immune response and interferon signalling (Type-I and Type-II). Importantly, these results were replicated in a second non-overlapping independent dataset of U.S. Marines (N=96), further outlining the role of innate immune and interferon signalling genes within co-expression modules to explain at least part of the causal pathophysiology for PTSD development. A second module, consequential of trauma exposure, contained PTSD resiliency signatures and an over-expression of genes involved in hemostasis and wound responsiveness suggesting that chronic levels of stress impair proper wound healing during/after exposure to the battlefield while highlighting the role of the hemostatic system as a clinical indicator of chronic-based stress. These findings provide novel insights for early preventative measures and advanced PTSD detection, which may lead to interventions that delay or perhaps abrogate the development of PTSD.
创伤后应激障碍(PTSD)发展过程中涉及的分子因素仍未得到充分了解。以往研究PTSD机制的转录组学研究采用靶向方法,在横断面框架下识别单个基因,缺乏对这些基因在系统水平上的行为和特性的整体认识。在这里,我们试图将基于无监督基因网络的方法应用于前瞻性实验设计,该设计使用了来自美国海军陆战队(N = 188)外周血白细胞的全转录组RNA测序基因表达数据,这些数据在部署到冲突地区之前和之后均有获取。我们识别出了共调控基因的离散组(即共表达模块),并测试它们与PTSD的关联。我们在部署前和部署后均识别出一个模块,其中包含PTSD发展的假定因果特征,显示出富含先天免疫反应和干扰素信号传导(I型和II型)功能的基因过度表达。重要的是,这些结果在美国海军陆战队的第二个非重叠独立数据集(N = 96)中得到了重复,进一步阐明了共表达模块内先天免疫和干扰素信号传导基因的作用,以解释PTSD发展的至少部分因果病理生理学。第二个模块是创伤暴露的结果,包含PTSD恢复力特征以及参与止血和伤口反应的基因过度表达,这表明慢性应激水平会在接触战场期间/之后损害正常的伤口愈合,同时突出了止血系统作为慢性应激临床指标的作用。这些发现为早期预防措施和PTSD的高级检测提供了新的见解,这可能会导致延迟或消除PTSD发展的干预措施。