Page 312 - MEGIN Book Of Abstracts - 2023
P. 312

Department of Neurobiology and Anatomy, Wake Forest   Teasing apart trauma: neural oscillations
            School of Medicine, Winston-Salem, North Carolina, USA;   differentiate individual cases of mild traumatic
            Department of Neurology, Wake Forest School of Medicine,   brain injury from post-traumatic stress disorder
            Winston-Salem, North Carolina, USA; Department of Physiol-  even when symptoms overlap (2021)
            ogy and Pharmacology, Wake Forest School of Medicine,
            Winston-Salem, North Carolina, USA; Division of Biomedi-                Zhang, Jing; Emami, Zahra; Safar, Kristina; McCunn,
            cal Sciences, Edward Via College of Osteopathic Medicine,   Patrick; Richardson, J Don; Rhind, Shawn G; da Costa,
            Blacksburg, Virginia, USA                          Leodante; Jetly, Rakesh; Dunkley, Benjamin T

            ABSTRACT Post-traumatic stress disorder (PTSD) is   Neurosciences & Mental Health, SickKids Research Institute,
            a common condition in post-deployment service      Toronto, ON, Canada. jzhangcad@gmail.com; MacDonald
            members (SM). SMs of the conflicts in Iraq and Afghani-  Franklin OSI Research Centre, London, ON, Canada; Defence
            stan also frequently experience traumatic brain injury   Research and Development Canada, Toronto, Canada;
            (TBI) and exposure to blasts during deployments. This   Department of Surgery, University of Toronto, Toronto, ON,
            study evaluated the effect of these conditions and   Canada; Department of Psychiatry, Faculty of Medicine,
            experiences on functional brain connectomes in post-  Dalhousie University, Halifax, NS, Canada; Department of
            deployment, combat-exposed veterans. Functional    Medical Imaging, University of Toronto, Toronto, ON, Canada
            brain connectomes were created using 5-min resting-
            state magnetoencephalography data. Well-established   ABSTRACT Post-traumatic stress disorder (PTSD) and
            clinical interviews determined current PTSD diagnosis,   mild traumatic brain injury (mTBI) are highly prevalent
            as well as deployment-acquired mild TBI and history   and closely related disorders. Affected individuals often
            of exposure to blast. Linear regression examined the   exhibit substantially overlapping symptomatology - a
            effect of these conditions on functional brain connec-  major challenge for differential diagnosis in both mili-
            tomes beyond covariates. There were significant inter-  tary and civilian contexts. According to our symptom
            actions between blast-related mild TBI and PTSD after   assessment, the PTSD group exhibited comparable
            correction for multiple comparisons including num-  levels of concussion symptoms and severity to the mTBI
            ber of nodes (non-standardized parameter estimate   group. An objective and reliable system to uncover the
            [PE] = -12.47), average degree (PE = 0.05), and connec-  key neural signatures differentiating these disorders
            tion strength (PE = 0.05). A main effect of blast-related   would be an important step towards translational
            mild TBI was observed on the threshold level. These   and applied clinical use. Here we explore use of MEG
            results demonstrate a distinct functional connectome   (magnetoencephalography)-multivariate statistical
            presentation associated with the presence of both   learning analysis in identifying the neural features for
            blast-related mild TBI and PTSD. These findings suggest   differential PTSD/mTBI characterisation. Resting state
            the possibility that blast-related mild TBI alterations in   MEG-derived regional neural activity and coherence (or
            functional brain connectomes affect the presentation   functional connectivity) across seven canonical neural
            or progression of recovery from PTSD. The current re-  oscillation frequencies (delta to high gamma) were
            sults offer mixed support for hyper-connectivity in the   used. The selected features were consistent and largely
            chronic phase of deployment TBI.                   confirmatory with previously established neurophysi-
                                                               ological markers for the two disorders. For regional
            Keywords: PTSD, TBI, connectome, deployment, network  power from theta, alpha and high gamma bands, the
                                                               amygdala, hippocampus and temporal areas were iden-
            Journal of neurotrauma (2021), Vol. 38, No. 22 (34435885)   tified. In line with regional activity, additional connec-
            (4 citations)                                      tions within the occipital, parietal and temporal regions
                                                               were selected across a number of frequency bands. This
                                                               study is the first to employ MEG-derived neural features
                                                               to reliably and differentially stratify the two disorders







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