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Compromised hippocampus-striatum pathway as a potential imaging biomarker of mild-traumatic brain injury and posttraumatic stress disorder.
Rangaprakash, D; Deshpande, Gopikrishna; Daniel, Thomas A; Goodman, Adam M; Robinson, Jennifer L; Salibi, Nouha; Katz, Jeffrey S; Denney, Thomas S; Dretsch, Michael N.
Afiliação
  • Rangaprakash D; AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, Alabama.
  • Deshpande G; Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, California.
  • Daniel TA; AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, Alabama.
  • Goodman AM; Department of Psychology, Auburn University, Auburn, Alabama.
  • Robinson JL; Alabama Advanced Imaging Consortium, Auburn University and University of Alabama at Birmingham, Birmingham, Alabama.
  • Salibi N; Department of Psychology, Auburn University, Auburn, Alabama.
  • Katz JS; Department of Psychology, Westfield State University, Westfield, Massachusetts.
  • Denney TS; Department of Psychology, Auburn University, Auburn, Alabama.
  • Dretsch MN; Department of Psychology, University of Alabama Birmingham, Birmingham, Alabama.
Hum Brain Mapp ; 38(6): 2843-2864, 2017 06.
Article em En | MEDLINE | ID: mdl-28295837
OBJECTIVES: Military service members risk acquiring posttraumatic stress disorder (PTSD) and mild-traumatic brain injury (mTBI), with high comorbidity. Owing to overlapping symptomatology in chronic mTBI or postconcussion syndrome (PCS) and PTSD, it is difficult to assess the etiology of a patient's condition without objective measures. Using resting-state functional MRI in a novel framework, we tested the hypothesis that their neural signatures are characterized by functionally hyperconnected brain regions which are less variable over time. Additionally, we predicted that such connectivities possessed the highest ability in predicting the diagnostic membership of a novel subject (top-predictors) in addition to being statistically significant. METHODS: U.S. Army Soldiers (N = 87) with PTSD and comorbid PCS + PTSD were recruited along with combat controls. Static and dynamic functional connectivities were evaluated. Group differences were obtained in accordance with our hypothesis. Machine learning classification (MLC) was employed to determine top predictors. RESULTS: From whole-brain connectivity, we identified the hippocampus-striatum connectivity to be significantly altered in accordance with our hypothesis. Diffusion tractography revealed compromised white-matter integrity between aforementioned regions only in the PCS + PTSD group, suggesting a structural etiology for the PCS + PTSD group rather than being an extreme subset of PTSD. Employing MLC, connectivities provided worst-case accuracy of 84% (9% more than psychological measures). Additionally, the hippocampus-striatum connectivities were found to be top predictors and thus a potential biomarker of PTSD/mTBI. CONCLUSIONS: PTSD/mTBI are associated with hippocampal-striatal hyperconnectivity from which it is difficult to disengage, leading to a habit-like response toward episodic traumatic memories, which fits well with behavioral manifestations of combat-related PTSD/mTBI. Hum Brain Mapp 38:2843-2864, 2017. © 2017 The Authors Human Brain Mapping Published by Wiley Periodicals, Inc.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Transtornos de Estresse Pós-Traumáticos / Concussão Encefálica / Mapeamento Encefálico / Hipocampo Tipo de estudo: Clinical_trials / Prognostic_studies Limite: Adolescent / Adult / Female / Humans / Male / Middle aged País/Região como assunto: America do norte Idioma: En Revista: Hum Brain Mapp Assunto da revista: CEREBRO Ano de publicação: 2017 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Transtornos de Estresse Pós-Traumáticos / Concussão Encefálica / Mapeamento Encefálico / Hipocampo Tipo de estudo: Clinical_trials / Prognostic_studies Limite: Adolescent / Adult / Female / Humans / Male / Middle aged País/Região como assunto: America do norte Idioma: En Revista: Hum Brain Mapp Assunto da revista: CEREBRO Ano de publicação: 2017 Tipo de documento: Article