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      Gene Networks Specific for Innate Immunity Define Post-Traumatic Stress Disorder

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          Abstract

          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.

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          Most cited references54

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          Diagnostic and statistical manual of mental disorders.

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            Is Open Access

            INTERFEROME v2.0: an updated database of annotated interferon-regulated genes

            Interferome v2.0 (http://interferome.its.monash.edu.au/interferome/) is an update of an earlier version of the Interferome DB published in the 2009 NAR database edition. Vastly improved computational infrastructure now enables more complex and faster queries, and supports more data sets from types I, II and III interferon (IFN)-treated cells, mice or humans. Quantitative, MIAME compliant data are collected, subjected to thorough, standardized, quantitative and statistical analyses and then significant changes in gene expression are uploaded. Comprehensive manual collection of metadata in v2.0 allows flexible, detailed search capacity including the parameters: range of -fold change, IFN type, concentration and time, and cell/tissue type. There is no limit to the number of genes that can be used to search the database in a single query. Secondary analysis such as gene ontology, regulatory factors, chromosomal location or tissue expression plots of IFN-regulated genes (IRGs) can be performed in Interferome v2.0, or data can be downloaded in convenient text formats compatible with common secondary analysis programs. Given the importance of IFN to innate immune responses in infectious, inflammatory diseases and cancer, this upgrade of the Interferome to version 2.0 will facilitate the identification of gene signatures of importance in the pathogenesis of these diseases.
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              The development of a Clinician-Administered PTSD Scale.

              Several interviews are available for assessing PTSD. These interviews vary in merit when compared on stringent psychometric and utility standards. Of all the interviews, the Clinician-Administered PTSD Scale (CAPS-1) appears to satisfy these standards most uniformly. The CAPS-1 is a structured interview for assessing core and associated symptoms of PTSD. It assesses the frequency and intensity of each symptom using standard prompt questions and explicit, behaviorally-anchored rating scales. The CAPS-1 yields both continuous and dichotomous scores for current and lifetime PTSD symptoms. Intended for use by experienced clinicians, it also can be administered by appropriately trained paraprofessionals. Data from a large scale psychometric study of the CAPS-1 have provided impressive evidence of its reliability and validity as a PTSD interview.
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                Author and article information

                Journal
                9607835
                20545
                Mol Psychiatry
                Mol. Psychiatry
                Molecular psychiatry
                1359-4184
                1476-5578
                10 January 2015
                10 March 2015
                December 2015
                01 June 2016
                : 20
                : 12
                : 1538-1545
                Affiliations
                [1 ]Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, UK
                [2 ]Department of Psychiatry, University of California San Diego, California, USA
                [3 ]Psychiatric Genetic Epidemiology and Neurobiology Laboratory (PsychGENe Lab), Departments of Psychiatry and Behavioral Sciences and Neuroscience and Physiology, Medical Genetics Research Center, SUNY Upstate Medical University, Syracuse, New York, USA
                [4 ]Veterans Affairs Center of Excellence for Stress and Mental Health, San Diego, California, USA
                [5 ]Veterans Affairs San Diego Healthcare System, San Diego, California, USA
                [6 ]Institute of Genomic Medicine, University of California, San Diego, La Jolla, California USA
                [7 ]Center for Behavioral Genomics, Department of Psychiatry, University of California San Diego, California, USA
                [8 ]Departments of Medicine and Pharmacology, University of California San Diego, California, USA
                Author notes
                Corresponding Authors: Michael S. Breen, University of Southampton, Faculty of Medicine, Room LE57, MP813, Southampton General Hospital, Tremona Road, Southampton, SO16 6YD, Tel: +44 (0)23 8120 6275, msb1g13@ 123456soton.ac.uk , Caroline Nievergelt, School of Medicine, Department of Psychiatry, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0737, Tel. 858-2461895, cnievergelt@ 123456ucsd.edu
                [*]

                Both authors had equal part in this manuscript.

                Article
                NIHMS650921
                10.1038/mp.2015.9
                4565790
                25754082
                729e2132-1755-4917-bdd7-3e8e624ff879

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                Categories
                Article

                Molecular medicine
                post-traumatic stress disorder,gene co-expression network,innate immunity

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