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Yang J, Huggins AA, Sun D, Baird CL, Haswell CC, Frijling JL, Olff M, van Zuiden M, Koch SBJ, Nawijn L, Veltman DJ, Suarez-Jimenez B, Zhu X, Neria Y, Hudson AR, Mueller SC, Baker JT, Lebois LAM, Kaufman ML, Qi R, Lu GM, Říha P, Rektor I, Dennis EL, Ching CRK, Thomopoulos SI, Salminen LE, Jahanshad N, Thompson PM, Stein DJ, Koopowitz SM, Ipser JC, Seedat S, du Plessis S, van den Heuvel LL, Wang L, Zhu Y, Li G, Sierk A, Manthey A, Walter H, Daniels JK, Schmahl C, Herzog JI, Liberzon I, King A, Angstadt M, Davenport ND, Sponheim SR, Disner SG, Straube T, Hofmann D, Grupe DW, Nitschke JB, Davidson RJ, Larson CL, deRoon-Cassini TA, Blackford JU, Olatunji BO, Gordon EM, May G, Nelson SM, Abdallah CG, Levy I, Harpaz-Rotem I, Krystal JH, Morey RA, Sotiras A. Examining the association between posttraumatic stress disorder and disruptions in cortical networks identified using data-driven methods. Neuropsychopharmacology 2024; 49:609-619. [PMID: 38017161 PMCID: PMC10789873 DOI: 10.1038/s41386-023-01763-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 10/02/2023] [Accepted: 10/23/2023] [Indexed: 11/30/2023]
Abstract
Posttraumatic stress disorder (PTSD) is associated with lower cortical thickness (CT) in prefrontal, cingulate, and insular cortices in diverse trauma-affected samples. However, some studies have failed to detect differences between PTSD patients and healthy controls or reported that PTSD is associated with greater CT. Using data-driven dimensionality reduction, we sought to conduct a well-powered study to identify vulnerable networks without regard to neuroanatomic boundaries. Moreover, this approach enabled us to avoid the excessive burden of multiple comparison correction that plagues vertex-wise methods. We derived structural covariance networks (SCNs) by applying non-negative matrix factorization (NMF) to CT data from 961 PTSD patients and 1124 trauma-exposed controls without PTSD. We used regression analyses to investigate associations between CT within SCNs and PTSD diagnosis (with and without accounting for the potential confounding effect of trauma type) and symptom severity in the full sample. We performed additional regression analyses in subsets of the data to examine associations between SCNs and comorbid depression, childhood trauma severity, and alcohol abuse. NMF identified 20 unbiased SCNs, which aligned closely with functionally defined brain networks. PTSD diagnosis was most strongly associated with diminished CT in SCNs that encompassed the bilateral superior frontal cortex, motor cortex, insular cortex, orbitofrontal cortex, medial occipital cortex, anterior cingulate cortex, and posterior cingulate cortex. CT in these networks was significantly negatively correlated with PTSD symptom severity. Collectively, these findings suggest that PTSD diagnosis is associated with widespread reductions in CT, particularly within prefrontal regulatory regions and broader emotion and sensory processing cortical regions.
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Affiliation(s)
- Jin Yang
- Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Ashley A Huggins
- Duke-UNC Brain Imaging and Analysis Center, Duke University, Durham, NC, USA
- Mid-Atlantic Mental Illness Research Education and Clinical Center, Durham VA Medical Center, Durham, NC, USA
| | - Delin Sun
- Duke-UNC Brain Imaging and Analysis Center, Duke University, Durham, NC, USA
- Mid-Atlantic Mental Illness Research Education and Clinical Center, Durham VA Medical Center, Durham, NC, USA
- Department of Psychology, The Education University of Hong Kong, Hong Kong, China
| | - C Lexi Baird
- Duke-UNC Brain Imaging and Analysis Center, Duke University, Durham, NC, USA
- Mid-Atlantic Mental Illness Research Education and Clinical Center, Durham VA Medical Center, Durham, NC, USA
| | - Courtney C Haswell
- Duke-UNC Brain Imaging and Analysis Center, Duke University, Durham, NC, USA
- Mid-Atlantic Mental Illness Research Education and Clinical Center, Durham VA Medical Center, Durham, NC, USA
| | - Jessie L Frijling
- Department of Psychiatry, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Miranda Olff
- Department of Psychiatry, Amsterdam University Medical Center, Amsterdam, The Netherlands
- ARQ National Psychotrauma Centre, Diemen, The Netherlands
| | - Mirjam van Zuiden
- Department of Psychiatry, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Saskia B J Koch
- Department of Psychiatry, Amsterdam University Medical Center, Amsterdam, The Netherlands
- Donders Institute for Brain, Cognition and Behavior, Centre for Cognitive Neuroimaging, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - Laura Nawijn
- Department of Psychiatry, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Dick J Veltman
- Department of Psychiatry, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Benjamin Suarez-Jimenez
- Del Monte Institute for Neuroscience, University of Rochester Medical Center, Rochester, NY, USA
| | - Xi Zhu
- Department of Psychiatry, Columbia University Medical Center, New York, NY, USA
- New York State Psychiatric Institute, New York, NY, USA
| | - Yuval Neria
- Department of Psychiatry, Columbia University Medical Center, New York, NY, USA
- New York State Psychiatric Institute, New York, NY, USA
| | - Anna R Hudson
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Sven C Mueller
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Justin T Baker
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Institute for Technology in Psychiatry, McLean Hospital, Harvard University, Belmont, MA, USA
| | - Lauren A M Lebois
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
| | - Milissa L Kaufman
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Women's Mental Health, McLean Hospital, Belmont, MA, USA
| | - Rongfeng Qi
- Department of Medical Imaging, Jinling Hospital, Medical School of Nanjing University, Jiangsu, China
| | - Guang Ming Lu
- Department of Medical Imaging, Jinling Hospital, Medical School of Nanjing University, Jiangsu, China
| | - Pavel Říha
- First Department of Neurology, St. Anne's University Hospital and Faculty of Medicine, Masaryk University, Brno, Czech Republic
- CEITEC-Central European Institute of Technology, Multimodal and Functional Neuroimaging Research Group, Masaryk University, Brno, Czech Republic
| | - Ivan Rektor
- CEITEC-Central European Institute of Technology, Multimodal and Functional Neuroimaging Research Group, Masaryk University, Brno, Czech Republic
| | - Emily L Dennis
- Department of Neurology, University of Utah, Salt Lake City, UT, USA
- George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, UT, USA
| | - Christopher R K Ching
- Imaging Genetics Center, Mark & Mary Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, CA, USA
| | - Sophia I Thomopoulos
- Imaging Genetics Center, Mark & Mary Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, CA, USA
| | - Lauren E Salminen
- Imaging Genetics Center, Mark & Mary Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, CA, USA
| | - Neda Jahanshad
- Imaging Genetics Center, Mark & Mary Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, CA, USA
| | - Paul M Thompson
- Imaging Genetics Center, Mark & Mary Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, CA, USA
| | - Dan J Stein
- Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Sheri M Koopowitz
- Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Jonathan C Ipser
- Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Soraya Seedat
- Department of Psychiatry, Stellenbosch University, Cape Town, South Africa
| | - Stefan du Plessis
- Department of Psychiatry, Stellenbosch University, Cape Town, South Africa
| | | | - Li Wang
- Laboratory for Traumatic Stress Studies, Chinese Academy of Sciences Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Ye Zhu
- Laboratory for Traumatic Stress Studies, Chinese Academy of Sciences Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Gen Li
- Laboratory for Traumatic Stress Studies, Chinese Academy of Sciences Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Anika Sierk
- University Medical Centre Charité, Berlin, Germany
| | | | | | - Judith K Daniels
- Department of Clinical Psychology, University of Groningen, Groningen, The Netherlands
| | - Christian Schmahl
- Department of Psychosomatic Medicine and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Heidelberg, Germany
| | - Julia I Herzog
- Department of Psychosomatic Medicine and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Heidelberg, Germany
| | - Israel Liberzon
- Department of Psychiatry and Behavioral Science, Texas A&M University, College Station, TX, USA
| | - Anthony King
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Mike Angstadt
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Nicholas D Davenport
- Minneapolis VA Health Care System, Minneapolis, MN, USA
- Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA
| | - Scott R Sponheim
- Minneapolis VA Health Care System, Minneapolis, MN, USA
- Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA
| | - Seth G Disner
- Minneapolis VA Health Care System, Minneapolis, MN, USA
- Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA
| | - Thomas Straube
- Institute of Medical Psychology and Systems Neuroscience, University of Münster, Münster, Germany
| | - David Hofmann
- Institute of Medical Psychology and Systems Neuroscience, University of Münster, Münster, Germany
| | - Daniel W Grupe
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, USA
| | - Jack B Nitschke
- Department of Psychiatry, University of Wisconsin-Madison, Madison, WI, USA
| | - Richard J Davidson
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, USA
- Department of Psychiatry, University of Wisconsin-Madison, Madison, WI, USA
- Department of Psychology, University of Wisconsin-Madison, Madison, WI, USA
| | - Christine L Larson
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Terri A deRoon-Cassini
- Division of Trauma and Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
- Comprehensive Injury Center, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Jennifer U Blackford
- Munroe-Meyer Institute, University of Nebraska Medical Center, Omaha, NE, USA
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Bunmi O Olatunji
- Department of Psychology, Vanderbilt University, Nashville, TN, USA
| | - Evan M Gordon
- Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Geoffrey May
- Veterans Integrated Service Network-17 Center of Excellence for Research on Returning War Veterans, Waco, TX, USA
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, USA
- Center for Vital Longevity, School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX, USA
- Department of Psychiatry and Behavioral Science, Texas A&M University Health Science Center, Bryan, TX, USA
| | - Steven M Nelson
- Veterans Integrated Service Network-17 Center of Excellence for Research on Returning War Veterans, Waco, TX, USA
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, USA
- Center for Vital Longevity, School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX, USA
- Department of Psychiatry and Behavioral Science, Texas A&M University Health Science Center, Bryan, TX, USA
| | - Chadi G Abdallah
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Department of Psychiatry of Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA
| | - Ifat Levy
- Department of Comparative Medicine, Yale University, New Haven, CT, USA
- Department of Neuroscience, Yale University, New Haven, CT, USA
- Department of Psychology, Yale University, New Haven, CT, USA
- Wu Tsai Institute, Yale University, New Haven, CT, USA
- Division of Clinical Neuroscience, National Center for PTSD, West Haven, CT, USA
| | - Ilan Harpaz-Rotem
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Department of Psychology, Yale University, New Haven, CT, USA
- Division of Clinical Neuroscience, National Center for PTSD, West Haven, CT, USA
| | - John H Krystal
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Division of Clinical Neuroscience, National Center for PTSD, West Haven, CT, USA
| | - Rajendra A Morey
- Duke-UNC Brain Imaging and Analysis Center, Duke University, Durham, NC, USA.
- Mid-Atlantic Mental Illness Research Education and Clinical Center, Durham VA Medical Center, Durham, NC, USA.
| | - Aristeidis Sotiras
- Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA
- Institute for Informatics, Data Science & Biostatistics, Washington University in St. Louis, St. Louis, MO, USA
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Yang W, Jin S, Duan W, Yu H, Ping L, Shen Z, Cheng Y, Xu X, Zhou C. The effects of childhood maltreatment on cortical thickness and gray matter volume: a coordinate-based meta-analysis. Psychol Med 2023; 53:1681-1699. [PMID: 36946124 DOI: 10.1017/s0033291723000661] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/23/2023]
Abstract
Childhood maltreatment has been suggested to have an adverse impact on neurodevelopment, including microstructural brain abnormalities. Existing neuroimaging findings remain inconsistent and heterogeneous. We aim to explore the most prominent and robust cortical thickness (CTh) and gray matter volume (GMV) alterations associated with childhood maltreatment. A systematic search on relevant studies was conducted through September 2022. The whole-brain coordinate-based meta-analysis (CBMA) on CTh and GMV studies were conducted using the seed-based d mapping (SDM) software. Meta-regression analysis was subsequently applied to investigate potential associations between clinical variables and structural changes. A total of 45 studies were eligible for inclusion, including 11 datasets on CTh and 39 datasets on GMV, consisting of 2550 participants exposed to childhood maltreatment and 3739 unexposed comparison subjects. Individuals with childhood maltreatment exhibited overlapped deficits in the median cingulate/paracingulate gyri simultaneously revealed by both CTh and GM studies. Regional cortical thinning in the right anterior cingulate/paracingulate gyri and the left middle frontal gyrus, as well as GMV reductions in the left supplementary motor area (SMA) was also identified. No greater regions were found for either CTh or GMV. In addition, several neural morphology changes were associated with the average age of the maltreated individuals. The median cingulate/paracingulate gyri morphology might serve as the most robust neuroimaging feature of childhood maltreatment. The effects of early-life trauma on the human brain predominantly involved in cognitive functions, socio-affective functioning and stress regulation. This current meta-analysis enhanced the understanding of neuropathological changes induced by childhood maltreatment.
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Affiliation(s)
- Wei Yang
- Department of Psychiatry, Shandong Daizhuang Hospital, Jining, China
| | - Shushu Jin
- Department of Psychology, Affiliated Hospital of Jining Medical University, Jining, China
| | - Weiwei Duan
- School of Mental Health, Jining Medical University, Jining, China
| | - Hao Yu
- School of Mental Health, Jining Medical University, Jining, China
| | - Liangliang Ping
- Department of Psychiatry, Xiamen Xianyue Hospital, Xiamen, China
| | - Zonglin Shen
- Department of Psychiatry, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Yuqi Cheng
- Department of Psychiatry, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Xiufeng Xu
- Department of Psychiatry, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Cong Zhou
- Department of Psychology, Affiliated Hospital of Jining Medical University, Jining, China
- School of Mental Health, Jining Medical University, Jining, China
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Kosaraju S, Galatzer-Levy I, Schultebraucks K, Winters S, Hinrichs R, Reddi PJ, Maples-Keller JL, Hudak L, Michopoulos V, Jovanovic T, Ressler KJ, Allen JW, Stevens JS. Associations among civilian mild traumatic brain injury with loss of consciousness, posttraumatic stress disorder symptom trajectories, and structural brain volumetric data. J Trauma Stress 2022; 35:1521-1534. [PMID: 35776892 DOI: 10.1002/jts.22858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 05/14/2022] [Accepted: 05/16/2022] [Indexed: 11/08/2022]
Abstract
Posttraumatic stress disorder (PTSD) is prevalent and associated with significant morbidity. Mild traumatic brain injury (mTBI) concurrent with psychiatric trauma may be associated with PTSD. Prior studies of PTSD-related structural brain alterations have focused on military populations. The current study examined correlations between PTSD, acute mTBI, and structural brain alterations longitudinally in civilian patients (N = 504) who experienced a recent Criterion A traumatic event. Participants who reported loss of consciousness (LOC) were characterized as having mTBI; all others were included in the control group. PTSD symptoms were assessed at enrollment and over the following year; a subset of participants (n = 89) underwent volumetric brain MRI (M = 53 days posttrauma). Classes of PTSD symptom trajectories were modeled using latent growth mixture modeling. Associations between PTSD symptom trajectories and cortical thicknesses or subcortical volumes were assessed using a moderator-based regression. mTBI with LOC during trauma was positively correlated with the likelihood of developing a chronic PTSD symptom trajectory. mTBI showed significant interactions with cortical thickness in the rostral anterior cingulate cortex (rACC) in predicting PTSD symptoms, r = .461-.463. Bilateral rACC thickness positively predicted PTSD symptoms but only among participants who endorsed LOC, p < .001. The results demonstrate positive correlations between mTBI with LOC and PTSD symptom trajectories, and findings related to mTBI with LOC and rACC thickness interactions in predicting subsequent chronic PTSD symptoms suggest the importance of further understanding the role of mTBI in the context of PTSD to inform intervention and risk stratification.
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Affiliation(s)
- Siddhartha Kosaraju
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Isaac Galatzer-Levy
- Department of Psychiatry, New York University School of Medicine, New York, New York, USA
| | - Katharina Schultebraucks
- Department of Emergency Medicine, Vagelos School of Physicians and Surgeons, Columbia University Medical Center, New York, New York, USA
| | - Sterling Winters
- Department of Psychiatry, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Rebecca Hinrichs
- Department of Psychiatry, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Preethi J Reddi
- Department of Biology, Emory University School of Medicine, Atlanta, Georgia, USA
| | | | - Lauren Hudak
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Vasiliki Michopoulos
- Department of Psychiatry, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Tanja Jovanovic
- Department of Psychiatry, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Kerry J Ressler
- Department of Psychiatry, McLean Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Jason W Allen
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Jennifer S Stevens
- Department of Psychiatry, New York University School of Medicine, New York, New York, USA
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Etchin AG, Fonda JR, Howard EP, Fortier CB, Milberg WP, Pounds K, McGlinchey RE. Childhood Trauma Differentially Impacts Depression and Stress Associations with Reintegration Challenges Among Post-9/11 U.S. Veterans. Nurs Outlook 2021; 70:323-336. [PMID: 34895737 DOI: 10.1016/j.outlook.2021.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 09/30/2021] [Accepted: 10/25/2021] [Indexed: 11/16/2022]
Abstract
BACKGROUND Post-9/11 veterans exhibit high prevalence of deployment stress, psychological conditions, and traumatic brain injury (TBI) which impact reintegration, especially among those with a history of interpersonal early life trauma (I-ELT). The relative importance of each risk factor is unclear. PURPOSE We examined major deployment and clinical exposures of reintegration challenges among veterans with and without I-ELT. METHOD We analyzed cross-sectional data of 155 post-9/11 veterans from the Translational Research Center for TBI and Stress Disorders study. FINDINGS Depression severity had the strongest association with reintegration challenges, followed by posttraumatic stress disorder (PTSD) severity, post-deployment stress, and deployment safety concerns. Deployment safety concerns had a stronger, significant association among veterans with I-ELT. In nearly every model, PTSD and depression severities were weaker for veterans with I-ELT, compared to those without. DISCUSSION Clinicians should consider the relative risk of concurrent clinical conditions and trauma histories when considering veterans' reintegration needs.
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Affiliation(s)
- Anna G Etchin
- Translational Research Center for TBI & Stress Disorders, VA Boston Healthcare System, Boston, MA.
| | - Jennifer R Fonda
- Translational Research Center for TBI & Stress Disorders, VA Boston Healthcare System, Boston, MA; Department of Psychiatry, Boston University Medical Campus, Boston, MA; Department of Psychiatry, Harvard Medical School, Boston, MA
| | - Elizabeth P Howard
- Connell School of Nursing, Boston College, Chestnut Hill, MA; The Hinda and Arthur Marcus Institute for Aging Research (The Marcus Institute), Hebrew Senior Life, Boston, MA
| | - Catherine B Fortier
- Translational Research Center for TBI & Stress Disorders, VA Boston Healthcare System, Boston, MA; Department of Psychiatry, Harvard Medical School, Boston, MA; Geriatric Research Education and Clinical Center, VA Boston Healthcare System, Boston, MA
| | - William P Milberg
- Translational Research Center for TBI & Stress Disorders, VA Boston Healthcare System, Boston, MA; Department of Psychiatry, Harvard Medical School, Boston, MA; Geriatric Research Education and Clinical Center, VA Boston Healthcare System, Boston, MA
| | - Karen Pounds
- College of Nursing and Health Sciences, University of Massachusetts Dartmouth, North Dartmouth, MA
| | - Regina E McGlinchey
- Translational Research Center for TBI & Stress Disorders, VA Boston Healthcare System, Boston, MA; Department of Psychiatry, Harvard Medical School, Boston, MA; Geriatric Research Education and Clinical Center, VA Boston Healthcare System, Boston, MA
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Kritikos M, Clouston SAP, Huang C, Pellecchia AC, Mejia-Santiago S, Carr MA, Kotov R, Lucchini RG, Gandy SE, Bromet EJ, Luft BJ. Cortical complexity in world trade center responders with chronic posttraumatic stress disorder. Transl Psychiatry 2021; 11:597. [PMID: 34815383 PMCID: PMC8611009 DOI: 10.1038/s41398-021-01719-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 10/18/2021] [Accepted: 10/29/2021] [Indexed: 12/19/2022] Open
Abstract
Approximately 23% of World Trade Center (WTC) responders are experiencing chronic posttraumatic stress disorder (PTSD) associated with their exposures at the WTC following the terrorist attacks of 9/11/2001, which has been demonstrated to be a risk factor for cognitive impairment raising concerns regarding their brain health. Cortical complexity, as measured by analyzing Fractal Dimension (FD) from T1 MRI brain images, has been reported to be reduced in a variety of psychiatric and neurological conditions. In this report, we hypothesized that FD would be also reduced in a case-control sample of 99 WTC responders as a result of WTC-related PTSD. The results of our surface-based morphometry cluster analysis found alterations in vertex clusters of complexity in WTC responders with PTSD, with marked reductions in regions within the frontal, parietal, and temporal cortices, in addition to whole-brain absolute bilateral and unilateral complexity. Furthermore, region of interest analysis identified that the magnitude of changes in regional FD severity was associated with increased PTSD symptoms (reexperiencing, avoidance, hyperarousal, negative affect) severity. This study confirms prior findings on FD and psychiatric disorders and extends our understanding of FD associations with posttraumatic symptom severity. The complex and traumatic experiences that led to WTC-related PTSD were associated with reductions in cortical complexity. Future work is needed to determine whether reduced cortical complexity arose prior to, or concurrently with, onset of PTSD.
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Affiliation(s)
- Minos Kritikos
- Program in Public Health and Department of Family, Population, and Preventive Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Sean A P Clouston
- Program in Public Health and Department of Family, Population, and Preventive Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA.
| | - Chuan Huang
- Department of Radiology, Renaissance School of Medicine at Stony Brook, Stony Brook, NY, USA
- Department of Psychiatry, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Alison C Pellecchia
- World Trade Center Health and Wellness Program, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Stephanie Mejia-Santiago
- World Trade Center Health and Wellness Program, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Melissa A Carr
- World Trade Center Health and Wellness Program, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Roman Kotov
- Department of Psychiatry, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Roberto G Lucchini
- Department of Environmental Health Sciences, Robert Stempel School of Public Health, Florida International University, Miami, FL, USA
| | - Samuel E Gandy
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry and Mount Sinai Alzheimer's Disease Research Center, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Evelyn J Bromet
- Department of Psychiatry, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Benjamin J Luft
- World Trade Center Health and Wellness Program, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
- Department of Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
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7
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Merz T, McCook O, Denoix N, Radermacher P, Waller C, Kapapa T. Biological Connection of Psychological Stress and Polytrauma under Intensive Care: The Role of Oxytocin and Hydrogen Sulfide. Int J Mol Sci 2021; 22:9192. [PMID: 34502097 PMCID: PMC8430789 DOI: 10.3390/ijms22179192] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 08/06/2021] [Accepted: 08/20/2021] [Indexed: 12/12/2022] Open
Abstract
This paper explored the potential mediating role of hydrogen sulfide (H2S) and the oxytocin (OT) systems in hemorrhagic shock (HS) and/or traumatic brain injury (TBI). Morbidity and mortality after trauma mainly depend on the presence of HS and/or TBI. Rapid "repayment of the O2 debt" and prevention of brain tissue hypoxia are cornerstones of the management of both HS and TBI. Restoring tissue perfusion, however, generates an ischemia/reperfusion (I/R) injury due to the formation of reactive oxygen (ROS) and nitrogen (RNS) species. Moreover, pre-existing-medical-conditions (PEMC's) can aggravate the occurrence and severity of complications after trauma. In addition to the "classic" chronic diseases (of cardiovascular or metabolic origin), there is growing awareness of psychological PEMC's, e.g., early life stress (ELS) increases the predisposition to develop post-traumatic-stress-disorder (PTSD) and trauma patients with TBI show a significantly higher incidence of PTSD than patients without TBI. In fact, ELS is known to contribute to the developmental origins of cardiovascular disease. The neurotransmitter H2S is not only essential for the neuroendocrine stress response, but is also a promising therapeutic target in the prevention of chronic diseases induced by ELS. The neuroendocrine hormone OT has fundamental importance for brain development and social behavior, and, thus, is implicated in resilience or vulnerability to traumatic events. OT and H2S have been shown to interact in physical and psychological trauma and could, thus, be therapeutic targets to mitigate the acute post-traumatic effects of chronic PEMC's. OT and H2S both share anti-inflammatory, anti-oxidant, and vasoactive properties; through the reperfusion injury salvage kinase (RISK) pathway, where their signaling mechanisms converge, they act via the regulation of nitric oxide (NO).
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Affiliation(s)
- Tamara Merz
- Institute for Anesthesiological Pathophysiology and Process Engineering, Medical Center, Ulm University, Helmholtzstraße 8/1, 89081 Ulm, Germany; (T.M.); (N.D.); (P.R.)
| | - Oscar McCook
- Institute for Anesthesiological Pathophysiology and Process Engineering, Medical Center, Ulm University, Helmholtzstraße 8/1, 89081 Ulm, Germany; (T.M.); (N.D.); (P.R.)
| | - Nicole Denoix
- Institute for Anesthesiological Pathophysiology and Process Engineering, Medical Center, Ulm University, Helmholtzstraße 8/1, 89081 Ulm, Germany; (T.M.); (N.D.); (P.R.)
- Clinic for Psychosomatic Medicine and Psychotherapy, Medical Center, Ulm University, 89081 Ulm, Germany
| | - Peter Radermacher
- Institute for Anesthesiological Pathophysiology and Process Engineering, Medical Center, Ulm University, Helmholtzstraße 8/1, 89081 Ulm, Germany; (T.M.); (N.D.); (P.R.)
| | - Christiane Waller
- Department of Psychosomatic Medicine and Psychotherapy, Nuremberg General Hospital, Paracelsus Medical University, 90471 Nuremberg, Germany;
| | - Thomas Kapapa
- Clinic for Neurosurgery, Medical Center, Ulm University, 89081 Ulm, Germany;
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8
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Garrett AS, Abazid L, Cohen JA, van der Kooij A, Carrion V, Zhang W, Jo B, Franklin C, Blader J, Zack S, Reiss AL, Agras WS. Changes in Brain Volume Associated with Trauma-Focused Cognitive Behavioral Therapy Among Youth with Posttraumatic Stress Disorder. J Trauma Stress 2021; 34:744-756. [PMID: 33881197 PMCID: PMC9676083 DOI: 10.1002/jts.22678] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 01/29/2021] [Accepted: 03/05/2021] [Indexed: 11/08/2022]
Abstract
This study investigated group differences and longitudinal changes in brain volume before and after trauma-focused cognitive behavioral therapy (TF-CBT) in 20 unmedicated youth with maltreatment-related posttraumatic stress disorder (PTSD) and 20 non-trauma-exposed healthy control (HC) participants. We collected MRI scans of brain anatomy before and after 5 months of TF-CBT or the same time interval for the HC group. FreeSurfer software was used to segment brain images into 95 cortical and subcortical volumes, which were submitted to optimal scaling regression with lasso variable selection. The resulting model of group differences at baseline included larger right medial orbital frontal and left posterior cingulate corticies and smaller right midcingulate and right precuneus corticies in the PTSD relative to the HC group, R2 = .67. The model of group differences in pre- to posttreatment change included greater longitudinal changes in right rostral middle frontal, left pars triangularis, right entorhinal, and left cuneus corticies in the PTSD relative to the HC group, R2 = .69. Within the PTSD group, pre- to posttreatment symptom improvement was modeled by longitudinal decreases in the left posterior cingulate cortex, R2 = .45, and predicted by baseline measures of a smaller right isthmus (retrosplenial) cingulate and larger left caudate, R2 = .77. In sum, treatment was associated with longitudinal changes in brain regions that support executive functioning but not those that discriminated PTSD from HC participants at baseline. Additionally, results confirm a role for the posterior/retrosplenial cingulate as a correlate of PTSD symptom improvement and predictor of treatment outcome.
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Affiliation(s)
- Amy S. Garrett
- Department of Psychiatry & Behavioral Sciences, University of Texas Health Science Center, San Antonio, Texas, USA,Research Imaging Institute, University of Texas Health Science Center, San Antonio, Texas, USA
| | - Leen Abazid
- Research Imaging Institute, University of Texas Health Science Center, San Antonio, Texas, USA
| | - Judith A. Cohen
- Department of Psychiatry, Drexel University College of Medicine, Allegheny Health Network, Pittsburg, Pennsylvania, USA
| | - Anita van der Kooij
- Institute of Psychology, Division of Methodology and Statistics, University of Leiden, Leiden, the Netherlands
| | - Victor Carrion
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
| | - Wei Zhang
- Research Imaging Institute, University of Texas Health Science Center, San Antonio, Texas, USA
| | - Booil Jo
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
| | - Crystal Franklin
- Research Imaging Institute, University of Texas Health Science Center, San Antonio, Texas, USA
| | - Joseph Blader
- Department of Psychiatry & Behavioral Sciences, University of Texas Health Science Center, San Antonio, Texas, USA
| | - Sanno Zack
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
| | - Allan L. Reiss
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
| | - W. Stewart Agras
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
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9
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Jeong HJ, Durham EL, Moore TM, Dupont RM, McDowell M, Cardenas-Iniguez C, Micciche ET, Berman MG, Lahey BB, Kaczkurkin AN. The association between latent trauma and brain structure in children. Transl Psychiatry 2021; 11:240. [PMID: 33895776 PMCID: PMC8068725 DOI: 10.1038/s41398-021-01357-z] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 03/23/2021] [Accepted: 04/09/2021] [Indexed: 12/30/2022] Open
Abstract
The developing brain is marked by high plasticity, which can lead to vulnerability to early life stressors. Previous studies indicate that childhood maltreatment is associated with structural aberrations across a number of brain regions. However, prior work is limited by small sample sizes, heterogeneous age groups, the examination of one structure in isolation, the confounding of different types of early life stressors, and not accounting for socioeconomic status. These limitations may contribute to high variability across studies. The present study aimed to investigate how trauma is specifically associated with cortical thickness and gray matter volume (GMV) differences by leveraging a large sample of children (N = 9270) from the Adolescent Brain Cognitive DevelopmentSM Study (ABCD Study®). A latent measure of trauma exposure was derived from DSM-5 traumatic events, and we related this measure of trauma to the brain using structural equation modeling. Trauma exposure was associated with thinner cortices in the bilateral superior frontal gyri and right caudal middle frontal gyrus (pfdr-values < .001) as well as thicker cortices in the left isthmus cingulate and posterior cingulate (pfdr-values ≤ .027), after controlling age, sex, and race/ethnicity. Furthermore, trauma exposure was associated with smaller GMV in the right amygdala and right putamen (pfdr-values ≤ .048). Sensitivity analyses that controlled for income and parental education were largely consistent with the main findings for cortical thickness. These results suggest that trauma may be an important risk factor for structural aberrations, specifically for cortical thickness differences in frontal and cingulate regions in children.
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Affiliation(s)
- Hee Jung Jeong
- grid.152326.10000 0001 2264 7217Department of Psychology, Vanderbilt University, Nashville, TN USA
| | - E. Leighton Durham
- grid.152326.10000 0001 2264 7217Department of Psychology, Vanderbilt University, Nashville, TN USA
| | - Tyler M. Moore
- grid.25879.310000 0004 1936 8972Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA USA
| | - Randolph M. Dupont
- grid.152326.10000 0001 2264 7217Department of Psychology, Vanderbilt University, Nashville, TN USA
| | - Malerie McDowell
- grid.152326.10000 0001 2264 7217Department of Psychology, Vanderbilt University, Nashville, TN USA
| | - Carlos Cardenas-Iniguez
- grid.170205.10000 0004 1936 7822Department of Psychology, University of Chicago, Chicago, IL USA
| | - Emily T. Micciche
- grid.152326.10000 0001 2264 7217Department of Psychology, Vanderbilt University, Nashville, TN USA
| | - Marc G. Berman
- grid.170205.10000 0004 1936 7822Department of Psychology, University of Chicago, Chicago, IL USA ,grid.170205.10000 0004 1936 7822The Grossman Institute for Neuroscience, Quantitative Biology and Human Behavior, University of Chicago, Chicago, IL USA
| | - Benjamin B. Lahey
- grid.170205.10000 0004 1936 7822Departments of Health Studies and Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL USA
| | - Antonia N. Kaczkurkin
- grid.152326.10000 0001 2264 7217Department of Psychology, Vanderbilt University, Nashville, TN USA
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10
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Pfeiffer JR, Bustamante AC, Kim GS, Armstrong D, Knodt AR, Koenen KC, Hariri AR, Uddin M. Associations between childhood family emotional health, fronto-limbic grey matter volume, and saliva 5mC in young adulthood. Clin Epigenetics 2021; 13:68. [PMID: 33789736 PMCID: PMC8010979 DOI: 10.1186/s13148-021-01056-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 03/22/2021] [Indexed: 11/13/2022] Open
Abstract
Background Poor family emotional health (FEH) during childhood is prevalent and impactful, and likely confers similar neurodevelopmental risks as other adverse social environments. Pointed FEH study efforts are underdeveloped, and the mechanisms by which poor FEH are biologically embedded are unclear. The current exploratory study examined whether variability in 5-methyl-cytosine (5mC) and fronto-limbic grey matter volume may represent pathways through which FEH may become biologically embedded. Results In 98 university students aged 18–22 years, retrospective self-reported childhood FEH was associated with right hemisphere hippocampus (b = 10.4, p = 0.005), left hemisphere amygdala (b = 5.3, p = 0.009), and right hemisphere amygdala (b = 5.8, p = 0.016) volumes. After pre-processing and filtering to 5mC probes correlated between saliva and brain, analyses showed that childhood FEH was associated with 49 5mC principal components (module eigengenes; MEs) (prange = 3 × 10–6 to 0.047). Saliva-derived 5mC MEs partially mediated the association between FEH and right hippocampal volume (Burlywood ME indirect effect b = − 111, p = 0.014), and fully mediated the FEH and right amygdala volume relationship (Pink4 ME indirect effect b = − 48, p = 0.026). Modules were enriched with probes falling in genes with immune, central nervous system (CNS), cellular development/differentiation, and metabolic functions. Conclusions Findings extend work highlighting neurodevelopmental variability associated with adverse social environment exposure during childhood by specifically implicating poor FEH, while informing a mechanism of biological embedding. FEH-associated epigenetic signatures could function as proxies of altered fronto-limbic grey matter volume associated with poor childhood FEH and inform further investigation into primarily affected tissues such as endocrine, immune, and CNS cell types. Supplementary Information The online version contains supplementary material available at 10.1186/s13148-021-01056-y.
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Affiliation(s)
- J R Pfeiffer
- Department of Psychology, University of Illinois at Urbana-Champaign, Urbana, IL, USA.,Carl R. Woese Institute for Genomic Biology, Urbana, IL, USA
| | - Angela C Bustamante
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Grace S Kim
- Medical Scholars Program, University of Illinois College of Medicine, Urbana, IL, USA
| | - Don Armstrong
- Carl R. Woese Institute for Genomic Biology, Urbana, IL, USA
| | - Annchen R Knodt
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA.,Laboratory of NeuroGenetics, Duke University, Durham, NC, USA
| | - Karestan C Koenen
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
| | - Ahmad R Hariri
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA.,Laboratory of NeuroGenetics, Duke University, Durham, NC, USA
| | - Monica Uddin
- Genomics Program, College of Public Health, University of South Florida, 3720 Spectrum Blvd., Suite 304, Tampa, FL, USA.
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11
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Hwang H, Cho G, Jin MJ, Ryoo JH, Choi Y, Lee SH. A knowledge-based multivariate statistical method for examining gene-brain-behavioral/cognitive relationships: Imaging genetics generalized structured component analysis. PLoS One 2021; 16:e0247592. [PMID: 33690643 PMCID: PMC7946325 DOI: 10.1371/journal.pone.0247592] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Accepted: 02/10/2021] [Indexed: 12/30/2022] Open
Abstract
With advances in neuroimaging and genetics, imaging genetics is a naturally emerging field that combines genetic and neuroimaging data with behavioral or cognitive outcomes to examine genetic influence on altered brain functions associated with behavioral or cognitive variation. We propose a statistical approach, termed imaging genetics generalized structured component analysis (IG-GSCA), which allows researchers to investigate such gene-brain-behavior/cognitive associations, taking into account well-documented biological characteristics (e.g., genetic pathways, gene-environment interactions, etc.) and methodological complexities (e.g., multicollinearity) in imaging genetic studies. We begin by describing the conceptual and technical underpinnings of IG-GSCA. We then apply the approach for investigating how nine depression-related genes and their interactions with an environmental variable (experience of potentially traumatic events) influence the thickness variations of 53 brain regions, which in turn affect depression severity in a sample of Korean participants. Our analysis shows that a dopamine receptor gene and an interaction between a serotonin transporter gene and the environment variable have statistically significant effects on a few brain regions' variations that have statistically significant negative impacts on depression severity. These relationships are largely supported by previous studies. We also conduct a simulation study to safeguard whether IG-GSCA can recover parameters as expected in a similar situation.
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Affiliation(s)
- Heungsun Hwang
- Department of Psychology, McGill University, Montreal, Quebec, Canada
| | - Gyeongcheol Cho
- Department of Psychology, McGill University, Montreal, Quebec, Canada
| | - Min Jin Jin
- Institute of Liberal Education, Kongju National University, Gongju, Korea
| | - Ji Hoon Ryoo
- Department of Education, Yonsei University, Seoul, Korea
| | - Younyoung Choi
- Department of Counseling Psychology, Hanyang Cyber University, Seoul, Korea
| | - Seung Hwan Lee
- Department of Psychiatry, Inje University Ilsan-Paik Hospital and Inje University, Goyang, Korea
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12
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Distinct cortical thickness correlates of early life trauma exposure and posttraumatic stress disorder are shared among adolescent and adult females with interpersonal violence exposure. Neuropsychopharmacology 2021; 46:741-749. [PMID: 33273705 PMCID: PMC8027669 DOI: 10.1038/s41386-020-00918-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Revised: 10/26/2020] [Accepted: 11/15/2020] [Indexed: 01/21/2023]
Abstract
Early life trauma (ELT) exposure and posttraumatic stress disorder (PTSD) both affect neural structure, which predicts a variety of mental health concerns throughout the lifespan and may present differently between adolescents and adults. However, few studies have identified the relationship between ELT, PTSD, development, and brain structure using cortical thickness (CT). CT may reveal previously obscured alterations that are potentially clinically relevant and, furthermore, could identify specific structural correlates distinct to ELT from PTSD. Two hundred and fifty-three female adolescent and adult survivors of interpersonal violence and non-trauma-exposed demographically matched controls underwent structural MRI at two different sites. Images were processed and CT was estimated using FreeSurfer. Vertex-wise linear model tests were conducted across the cortical surface to investigate whether PTSD and ELT exposure uniquely affect CT, controlling for scanner site. Planned follow-up tests included second-level analyses of clinical symptoms for CT clusters that were significantly related to PTSD or ELT. CT in the middle cingulate cortex was inversely related to ELT in both age groups, such that individuals with more ELT demonstrated less CT in this region. Additionally, CT was significantly greater in the bilateral intraparietal sulcus and left angular gyrus in both adolescents and adults with PTSD. Furthermore, CT in these clusters was also significantly related to clinical symptom severity in the adult PTSD group. This study provides evidence for distinct CT correlates of ELT and PTSD that are present across adolescents and adults, suggesting consistent markers related to ELT and PTSD on gray matter structure in trauma-exposed individuals.
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13
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Sullivan DR, Salat DH, Wolf EJ, Logue MW, Fortier CB, Fonda JR, DeGutis J, Esterman M, Milberg WP, McGlinchey RE, Miller MW. Interpersonal early life trauma is associated with increased cerebral perfusion and poorer memory performance in post-9/11 veterans. NEUROIMAGE-CLINICAL 2020; 28:102365. [PMID: 32777702 PMCID: PMC7417939 DOI: 10.1016/j.nicl.2020.102365] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 07/13/2020] [Accepted: 07/27/2020] [Indexed: 11/28/2022]
Abstract
IP-ELT is associated with greater cerebral perfusion in the right inferior/middle temporal gyrus. Cerebral perfusion mediates the relationship between IP-ELT and memory, not attention or executive function. PTSD diagnosis and severity were not significantly associated with cerebral perfusion. Other factors relevant to perfusion did not influence the relationship between IP-ELT and cerebral perfusion.
Cerebral blood flow (CBF) is critically important in the overall maintenance of brain health, and disruptions in normal flow have been linked to the degradation of the brain’s structural integrity and function. Recent studies have highlighted the potential role of CBF as a link between psychiatric disorders and brain integrity. Although interpersonal early life trauma (IP-ELT) is a risk factor for the development of psychiatric disorders and has been linked to disruptions in brain structure and function, the mechanisms through which IP-ELT alters brain integrity and development remain unclear. The goal of this study was to understand whether IP-ELT was associated with alterations in CBF assessed during adulthood. Further, because the cognitive implications of perfusion disruptions in IP-ELT are also unclear, this study sought to investigate the relationship between IP-ELT, perfusion, and cognition. Methods: 179 Operations Enduring Freedom/Iraqi Freedom/New Dawn (OEF/OIF/OND) Veterans and military personnel completed pseudo-continuous arterial spin labeling (pCASL) imaging, clinical interviews, the Traumatic Life Events Questionnaire (TLEQ), and a battery of neuropsychological tests that were used to derive attention, memory, and executive function cognitive composite scores. To determine whether individuals were exposed to an IP-ELT, events on the TLEQ that specifically queried interpersonal trauma before the age of 18 were tallied for each individual. Analyses compared individuals who reported an interpersonal IP-ELT (IP-ELT+, n = 48) with those who did not (IP-ELT-, n = 131). Results: Whole brain analyses revealed that IP-ELT+ individuals had significantly greater CBF in the right inferior/middle temporal gyrus compared to those in the IP-ELT- group, even after controlling for age, sex, and posttraumatic stress disorder (PTSD). Further, perfusion in the right inferior/middle temporal gyrus significantly mediated the relationship between IP-ELT and memory, not attention or executive function, such that those with an IP-ELT had greater perfusion, which, in turn, was associated with poorer memory. Examination of other clinical variables such as current PTSD diagnosis and severity as well as the interaction between IP-ELT and PTSD yielded no significant effects. Conclusions: These results extend prior work demonstrating an association between ELT and cerebral perfusion by suggesting that increased CBF may be an important neural marker with cognitive implications in populations at risk for psychiatric disorders.
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Affiliation(s)
- Danielle R Sullivan
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA.
| | - David H Salat
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Educational and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, USA; Neuroimaging Research for Veterans Center, VA Boston Healthcare System, Boston, MA, USA; Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA
| | - Erika J Wolf
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Mark W Logue
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA; Biomedical Genetics, Boston University School of Medicine, Boston, MA USA; Department of Biostatistics, Boston University School of Medicine, Boston, MA, USA
| | - Catherine B Fortier
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Educational and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Jennifer R Fonda
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA; Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Educational and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Joseph DeGutis
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Educational and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Boston Attention and Learning Laboratory, VA Boston Healthcare System, Boston, MA, USA
| | - Michael Esterman
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA; Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Educational and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, USA; Boston Attention and Learning Laboratory, VA Boston Healthcare System, Boston, MA, USA
| | - William P Milberg
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Educational and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Regina E McGlinchey
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Educational and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Mark W Miller
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
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14
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Kinzel P, Marx CE, Sollmann N, Hartl E, Guenette JP, Kaufmann D, Bouix S, Pasternak O, Rathi Y, Coleman MJ, van der Kouwe A, Helmer K, Kilts JD, Naylor JC, Morey RA, Shutter L, Andaluz N, Coimbra R, Lang AJ, George MS, McAllister TW, Zafonte R, Stein MB, Shenton ME, Koerte IK. Serum Neurosteroid Levels Are Associated With Cortical Thickness in Individuals Diagnosed With Posttraumatic Stress Disorder and History of Mild Traumatic Brain Injury. Clin EEG Neurosci 2020; 51:285-299. [PMID: 32186207 DOI: 10.1177/1550059420909676] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Posttraumatic stress disorder (PTSD) co-occurring with mild traumatic brain injury (mTBI) is common in veterans. Worse clinical outcome in those with PTSD has been associated with decreased serum neurosteroid levels. Furthermore, decreased cortical thickness has been associated with both PTSD and mTBI. However, it is not known whether decreased neurosteroids are associated with decreased cortical thickness in PTSD co-occurring with mTBI. This study included 141 individuals divided into the following groups: (a) mTBI group (n = 32 [10 female, 22 male] veterans with a history of mTBI); (b) PTSD + mTBI group (n = 41 [6 female, 35 male] veterans with current PTSD with a history of mTBI); and (c) control group (n = 68 [35 female, 33 male] control participants), which were acquired through the Injury and Traumatic Stress (INTRuST) Clinical Consortium. Subjects underwent clinical assessment, magnetic resonance imaging at 3 T, and serum neurosteroid quantifications of allopregnanolone (ALLO) and pregnenolone (PREGN). Group differences in cortical thickness and associations between serum neurosteroid levels and cortical thickness were investigated. Cortical thickness was decreased in the PTSD + mTBI group compared with the other groups. In the PTSD + mTBI group, decreased cortical thickness was also associated with lower serum ALLO (right superior frontal cortex) and lower serum PREGN (left middle temporal and right orbitofrontal cortex). Cortical thickness in the middle temporal and orbitofrontal cortex was associated with PTSD symptom severity. There were no significant associations between neurosteroids and cortical thickness in the mTBI or control groups. Decreased cortical thickness in individuals with PTSD + mTBI is associated with decreased serum neurosteroid levels and greater PTSD symptom severity. Causality is unclear. However, future studies might investigate whether treatment with neurosteroids could counteract stress-induced neural atrophy in PTSD + mTBI by potentially preserving cortical thickness.
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Affiliation(s)
- Philipp Kinzel
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatic and Psychotherapy, Ludwig-Maximilians-Universität, Munich, Germany
| | - Christine E Marx
- VA Mid-Atlantic Mental Illness Research and Clinical Center (MIRECC) and Durham VA Medical Center, Durham, NC, USA.,Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Nico Sollmann
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatic and Psychotherapy, Ludwig-Maximilians-Universität, Munich, Germany.,Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.,TUM-Neuroimaging Center, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Elisabeth Hartl
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatic and Psychotherapy, Ludwig-Maximilians-Universität, Munich, Germany.,Department of Neurology, Epilepsy Center, University Hospital Munich, Munich, Germany
| | - Jeffrey P Guenette
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - David Kaufmann
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatic and Psychotherapy, Ludwig-Maximilians-Universität, Munich, Germany.,Department of Radiology, Charité Universitätsmedizin, Berlin, Germany
| | - Sylvain Bouix
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Ofer Pasternak
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Yogesh Rathi
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Michael J Coleman
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Andre van der Kouwe
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.,Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA
| | - Karl Helmer
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.,Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA
| | - Jason D Kilts
- VA Mid-Atlantic Mental Illness Research and Clinical Center (MIRECC) and Durham VA Medical Center, Durham, NC, USA.,Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Jennifer C Naylor
- VA Mid-Atlantic Mental Illness Research and Clinical Center (MIRECC) and Durham VA Medical Center, Durham, NC, USA.,Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Rajendra A Morey
- VA Mid-Atlantic Mental Illness Research and Clinical Center (MIRECC) and Durham VA Medical Center, Durham, NC, USA.,Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA.,Duke-UNC Brain Imaging and Analysis Center, Duke University, Durham, NC, USA
| | - Lori Shutter
- Departments of Critical Care Medicine, Neurology and Neurosurgery, UPMC Health System/University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Norberto Andaluz
- Department of Neurosurgery, University of Cincinnati College of Medicine, Cincinnati, OH, USA.,Mayfield Brain & Spine, Cincinnati, OH, USA
| | - Raul Coimbra
- Department of General Surgery, Riverside University Health System Medical Center, Moreno Valley, CA, USA
| | - Ariel J Lang
- VA San Diego Center of Excellence for Stress and Mental Health (CESAMH), San Diego, CA, USA.,Department of Psychiatry, University of California San Diego, La Jolla, CA, USA.,Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, USA
| | - Mark S George
- Psychiatry Department, Medical University of South Carolina, Charleston, SC, USA.,Ralph H. Johnson VA Medical Center, Charleston, SC, USA
| | | | - Ross Zafonte
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Charlestown, MA, USA.,Department of Physical Medicine and Rehabilitation, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Murray B Stein
- VA San Diego Center of Excellence for Stress and Mental Health (CESAMH), San Diego, CA, USA.,Department of Psychiatry, University of California San Diego, La Jolla, CA, USA.,Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, USA
| | - Martha E Shenton
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,VA Boston Healthcare System, Brockton Division, Brockton, MA, USA
| | - Inga K Koerte
- Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatic and Psychotherapy, Ludwig-Maximilians-Universität, Munich, Germany.,Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.,Graduate School of Systemic Neuroscience, Ludwig-Maximilians-Universität, Munich, Germany
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15
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Bounoua N, Miglin R, Spielberg JM, Sadeh N. Childhood assaultive trauma and physical aggression: Links with cortical thickness in prefrontal and occipital cortices. NEUROIMAGE-CLINICAL 2020; 27:102321. [PMID: 32629165 PMCID: PMC7339124 DOI: 10.1016/j.nicl.2020.102321] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 06/15/2020] [Accepted: 06/20/2020] [Indexed: 01/09/2023]
Abstract
Childhood assaultive trauma exposure is linked to less cortical thickness. Cortical thickness in prefrontal regions is inversely associated with aggression. Prefrontal thickness mediated the link between trauma exposure and aggression.
Although the link between childhood maltreatment and violence perpetration in adulthood (i.e., the “cycle of violence”) is well-documented, the neural mechanisms driving these processes remain relatively unknown. The objectives of this study were to investigate whether cortical thickness in adulthood varies as a function of childhood assaultive trauma exposure and whether such neurobiological markers of early trauma relate to the perpetration of aggression across the lifespan. In a sample of 138 ethnically-diverse men and women, whole-brain analysis of the cortical mantle revealed that individuals with exposure to assaultive trauma before age 13 had less cortical thickness in two clusters that survived multiple comparison correction: a region that peaked in the left lateral orbitofrontal cortex (OFC) and a region peaking in the right pericalcarine cortex. Diminished cortical thickness in the left OFC cluster was, in turn, associated with greater physical aggression, and mediation analysis revealed that reductions in cortical thickness in this left prefrontal region partially accounted for the association between exposure to childhood assaultive trauma and lifetime perpetration of aggression in adulthood. Findings extend previous investigations into the morphological correlates of early assaultive trauma by implicating reductions in cortical thickness as a potential mechanism linking early violence exposure to violence perpetration that extends into adulthood.
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Affiliation(s)
- Nadia Bounoua
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE 19176, United States.
| | - Rickie Miglin
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE 19176, United States
| | - Jeffrey M Spielberg
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE 19176, United States
| | - Naomi Sadeh
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE 19176, United States
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16
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Averill LA, Abdallah CG, Fenton LR, Fasula MK, Jiang L, Rothman DL, Mason GF, Sanacora G. Early life stress and glutamate neurotransmission in major depressive disorder. Eur Neuropsychopharmacol 2020; 35:71-80. [PMID: 32418842 PMCID: PMC7913468 DOI: 10.1016/j.euroneuro.2020.03.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2019] [Revised: 03/03/2020] [Accepted: 03/27/2020] [Indexed: 12/20/2022]
Abstract
Early life stress (ELS) and glutamate neurotransmission have been implicated in the pathophysiology of major depressive disorder (MDD). In non-human primates, ELS was positively correlated with cortical Glx (i.e., glutamate + glutamine). However, the relationship between ELS and cortical glutamate in adult patients with MDD is not fully known. Using 1H Magnetic Resonance Spectroscopy (MRS), we conducted exploratory analyses measuring occipital cortical glutamate and glutamine levels in 36 medication-free patients with MDD. In a subsample (n=11), we measured dynamic glutamate/glutamine cycling (Vcycle) using advanced 13C MRS methods. ELS history was assessed using Early-life Trauma Inventory (ETI). Exploratory analyses suggest a relationship between ETI and glutamine as reflected by a significant positive correlation between ETI scores and occipital glutamine (rs=0.39, p=0.017) but not glutamate. Post-hoc analyses showed that the association with glutamine was driven by the ETI emotional abuse (ETI-EA) subscale (rs=0.39, p=0.02). Vcycle correlation with ETI was at trend level (rs=0.55, p=0.087) and significantly correlated with ETI-EA (rs=0.67, p=0.03). In this small sample of patients with MDD, those with childhood emotional abuse appear to have increased occipital glutamate neurotransmission as reflected by increased glutamate/glutamine cycling and glutamine level. Future studies would be needed to confirm this pilot evidence and to examine whether ELS effects on glutamate neurotransmission underlie the relationship between ELS and psychopathology.
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Affiliation(s)
- Lynnette A Averill
- Clinical Neurosciences Division, United States Department of Veterans Affairs, National Center for Posttraumatic Stress Disorder, VA Connecticut Healthcare System, 950 Campbell Avenue, West Haven, CT 06516 USA; Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven, CT 06511 USA.
| | - Chadi G Abdallah
- Clinical Neurosciences Division, United States Department of Veterans Affairs, National Center for Posttraumatic Stress Disorder, VA Connecticut Healthcare System, 950 Campbell Avenue, West Haven, CT 06516 USA; Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven, CT 06511 USA
| | - Lisa R Fenton
- United States Department of Veterans Affairs, VA Connecticut Healthcare System, 950 Campbell Avenue, West Haven, CT 06516 USA
| | - Madonna K Fasula
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven, CT 06511 USA
| | - Lihong Jiang
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 330 Cedar Street, Tompkins East TE-2, New Haven, CT, USA; Yale Magnetic Resonance Research Center, 300 Cedar Street, New Haven, CT, USA
| | - Douglas L Rothman
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 330 Cedar Street, Tompkins East TE-2, New Haven, CT, USA; Yale Magnetic Resonance Research Center, 300 Cedar Street, New Haven, CT, USA
| | - Graeme F Mason
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven, CT 06511 USA; Department of Radiology and Biomedical Imaging, Yale University School of Medicine, 330 Cedar Street, Tompkins East TE-2, New Haven, CT, USA; Yale Magnetic Resonance Research Center, 300 Cedar Street, New Haven, CT, USA
| | - Gerard Sanacora
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven, CT 06511 USA
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17
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Luo Y, Lei D, Li L, Suo X, Hu X, Wen J, Wang X, Meng Y, Yu J, Sun X, Huang Y, Gong Q. WITHDRAWN: Changes of regional cortical thickness in children with post-traumatic stress disorder—A magnetic resonance imaging study. IBRO Rep 2020. [DOI: 10.1016/j.ibror.2020.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
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18
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Rinne-Albers MA, Boateng CP, van der Werff SJ, Lamers-Winkelman F, Rombouts SA, Vermeiren RR, van der Wee NJ. Preserved cortical thickness, surface area and volume in adolescents with PTSD after childhood sexual abuse. Sci Rep 2020; 10:3266. [PMID: 32094427 PMCID: PMC7039962 DOI: 10.1038/s41598-020-60256-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Accepted: 02/03/2020] [Indexed: 12/21/2022] Open
Abstract
Exposure to childhood adverse events is associated with severe consequences for general health and structural and functional changes in the brain of its survivors. In order to unravel and in the end influence the pathway linking adversity and pathology, neuroimaging research is crucial. Up till now studies in minors are scarce and differ in type of adversity or methodology. Almost all studies report lower cortical thickness, but in a broad variety of regions. In this study we investigated cortical thickness measures and clinical data in a well circumscribed group of adolescents with PTSD related to childhood sexual abuse (CSA) (N = 21) and a healthy non-traumatised control group (N = 21). The ventromedial PFC (vmPFC), ACC, insula, and middle/superior temporal gyrus were chosen as ROI’s due to their respective roles in emotion and information processing. No significant effect of group was found for cortical thickness, surface area or volume in any of the ROIs. This is in line with the results of research in adult women with sexual abuse related PTSD, suggesting that this may be specific to this group, independent of age. Recent research points to differential biological and pathological consequences of different types of childhood adversity.
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Affiliation(s)
- Mirjam A Rinne-Albers
- Curium-LUMC, Academic Center for Child and Adolescent Psychiatry, Oegstgeest, the Netherlands.
| | - Charlotte P Boateng
- Department of Psychiatry, Leiden University Medical Center (LUMC), Leiden, the Netherlands
| | - Steven J van der Werff
- Department of Psychiatry, Leiden University Medical Center (LUMC), Leiden, the Netherlands.,Leiden Institute for Brain and Cognition (LIBC), Leiden, the Netherlands
| | | | - Serge A Rombouts
- Leiden Institute for Brain and Cognition (LIBC), Leiden, the Netherlands.,Department of Radiology, Leiden University Medical Center (LUMC), Leiden, the Netherlands.,Institute of Psychology, Leiden University, Leiden, the Netherlands
| | - Robert R Vermeiren
- Curium-LUMC, Academic Center for Child and Adolescent Psychiatry, Oegstgeest, the Netherlands.,Leiden Institute for Brain and Cognition (LIBC), Leiden, the Netherlands
| | - Nic J van der Wee
- Department of Psychiatry, Leiden University Medical Center (LUMC), Leiden, the Netherlands.,Leiden Institute for Brain and Cognition (LIBC), Leiden, the Netherlands
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19
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Clausen AN, Clarke E, Phillips RD, Haswell C, VA Mid-Atlantic MIRECC Workgroup, Morey RA. Combat exposure, posttraumatic stress disorder, and head injuries differentially relate to alterations in cortical thickness in military Veterans. Neuropsychopharmacology 2020; 45:491-498. [PMID: 31600766 PMCID: PMC6969074 DOI: 10.1038/s41386-019-0539-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Revised: 09/23/2019] [Accepted: 10/01/2019] [Indexed: 12/30/2022]
Abstract
Combat-exposed Veterans are at increased risk for developing psychological distress, mood disorders, and trauma and stressor-related disorders. Trauma and mood disorders have been linked to alterations in brain volume, function, and connectivity. However, far less is known about the effects of combat exposure on brain health. The present study examined the relationship between severity of combat exposure and cortical thickness. Post-9/11 Veterans (N = 337; 80% male) were assessed with structural neuroimaging and clinically for combat exposure, depressive symptoms, prior head injury, and posttraumatic stress disorder (PTSD). Vertex-wide cortical thickness was estimated using FreeSurfer autosegmentation. FreeSurfer's Qdec was used to examine relationship between combat exposure, PTSD, and prior head injuries on cortical thickness (Monte Carlo corrected for multiple comparisons, vertex-wise cluster threshold of 1.3, p < 0.01). Covariates included age, sex, education, depressive symptoms, nonmilitary trauma, alcohol use, and prior head injury. Higher combat exposure uniquely related to lower cortical thickness in the left prefrontal lobe and increased cortical thickness in the left middle and inferior temporal lobe; whereas PTSD negatively related to cortical thickness in the right fusiform. Head injuries related to increased cortical thickness in the bilateral medial prefrontal cortex. Combat exposure uniquely contributes to lower cortical thickness in regions implicated in executive functioning, attention, and memory after accounting for the effects of PTSD and prior head injury. Our results highlight the importance of examining effects of stress and trauma exposure on neural health in addition to the circumscribed effects of specific syndromal pathology.
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Affiliation(s)
- Ashley N. Clausen
- VA Mid-Atlantic MIRECC, Durham VAHCS, 508 Fulton St, Durham, NC 27705 USA ,0000 0004 1936 7961grid.26009.3dDuke-UNC Brain Imaging and Analysis Center, Duke University, Durham, NC USA
| | - Emily Clarke
- VA Mid-Atlantic MIRECC, Durham VAHCS, 508 Fulton St, Durham, NC 27705 USA ,0000 0004 1936 7961grid.26009.3dDuke-UNC Brain Imaging and Analysis Center, Duke University, Durham, NC USA
| | - Rachel D. Phillips
- VA Mid-Atlantic MIRECC, Durham VAHCS, 508 Fulton St, Durham, NC 27705 USA ,0000 0004 1936 7961grid.26009.3dDuke-UNC Brain Imaging and Analysis Center, Duke University, Durham, NC USA
| | - Courtney Haswell
- VA Mid-Atlantic MIRECC, Durham VAHCS, 508 Fulton St, Durham, NC 27705 USA ,0000 0004 1936 7961grid.26009.3dDuke-UNC Brain Imaging and Analysis Center, Duke University, Durham, NC USA
| | | | - Rajendra A. Morey
- VA Mid-Atlantic MIRECC, Durham VAHCS, 508 Fulton St, Durham, NC 27705 USA ,0000 0004 1936 7961grid.26009.3dDuke-UNC Brain Imaging and Analysis Center, Duke University, Durham, NC USA ,0000 0004 1936 7961grid.26009.3dCenter for Cognitive Neuroscience, Duke University, Durham, NC USA ,0000 0004 1936 7961grid.26009.3dDepartment of Psychiatry and Behavioral Sciences, Duke University, Durham, NC USA
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20
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Sullivan DR, Morrison FG, Wolf EJ, Logue MW, Fortier CB, Salat DH, Fonda JR, Stone A, Schichman S, Milberg W, McGlinchey R, Miller MW. The PPM1F gene moderates the association between PTSD and cortical thickness. J Affect Disord 2019; 259:201-209. [PMID: 31446381 PMCID: PMC6791735 DOI: 10.1016/j.jad.2019.08.055] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Revised: 06/21/2019] [Accepted: 08/18/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND Evidence suggests that single nucleotide polymorphisms (SNPs) in genes involved in serotonergic signaling and stress response pathways moderate associations between PTSD and cortical thickness. This study examined a genetic regulator of these pathways, the PPM1F gene, which has also been implicated in mechanisms of stress responding and is differentially expressed in individuals with comorbid PTSD and depression compared to controls. METHODS Drawing from a sample of 240 white non-Hispanic trauma-exposed veterans, we tested 18 SNPs spanning the PPM1F gene for association with PTSD and cortical thickness. RESULTS Analyses revealed six PPM1F SNPs that moderated associations between PTSD symptom severity and cortical thickness of bilateral superior frontal and orbitofrontal regions as well as the right pars triangularis (all corrected p's < 0.05) such that greater PTSD severity was related to reduced cortical thickness as a function of genotype. A whole-cortex vertex-wise analysis using the most associated SNP (rs9610608) revealed this effect to be localized to a cluster in the right superior frontal gyrus (cluster-corrected p < 0.02). LIMITATIONS Limitations of this study include the small sample size and that the sample was all-white, non-Hispanic predominately male veterans. CONCLUSIONS These results extend prior work linking PPM1F to PTSD and suggest that variants in this gene may have bearing on the neural integrity of the prefrontal cortex (PFC).
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Affiliation(s)
- Danielle R. Sullivan
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA,Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Filomene G. Morrison
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA,Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Erika J. Wolf
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA,Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Mark W. Logue
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA,Biomedical Genetics, Boston University School of Medicine, Boston, MA, USA,Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Catherine B. Fortier
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Educational and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, USA,Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - David H. Salat
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Educational and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, USA,Neuroimaging Research for Veterans Center, VA Boston Healthcare System, Boston, MA, USA,Anthinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA
| | - Jennifer R. Fonda
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA,Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Educational and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, USA,Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Annjanette Stone
- Pharmacogenomics Analysis Laboratory, Research Service, Central Arkansas Veterans Healthcare System, Little Rock, AK, USA
| | - Steven Schichman
- Pharmacogenomics Analysis Laboratory, Research Service, Central Arkansas Veterans Healthcare System, Little Rock, AK, USA
| | - William Milberg
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Educational and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, USA,Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Regina McGlinchey
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Educational and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, USA,Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Mark W. Miller
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA,Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
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21
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Tobacco dependence is associated with increased risk for multi-morbid clustering of posttraumatic stress disorder, depressive disorder, and pain among post-9/11 deployed veterans. Psychopharmacology (Berl) 2019; 236:1729-1739. [PMID: 30617565 DOI: 10.1007/s00213-018-5155-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Accepted: 12/17/2018] [Indexed: 10/27/2022]
Abstract
RATIONALE Tobacco use is highly prevalent among individuals with posttraumatic stress disorder (PTSD), depressive disorders, and pain. Research has revealed pairwise relationships among these conditions but has not examined more complex relationships that may influence symptom severity, chronicity, and treatment outcome. OBJECTIVE To examine the clustering of current PTSD, depressive disorders, and clinically significant pain according to current tobacco use and dependence among post-9/11 deployed veterans. METHODS Logistic regression was used to examine the clustering of these conditions in relationship to current tobacco use/dependence, while adjusting for age and total combat exposure, in 343 post-9/11 deployed veterans enrolled in the Translational Research Center for TBI and Stress Disorders (TRACTS) cohort (Mage = 32.1 + 8.3 years; 38% current tobacco use; 25% low and 12% moderate/high tobacco dependence). RESULTS A three-way clustering of PTSD, depressive disorder, and pain was more likely than any single or pairwise combination of these conditions in moderate/high tobacco-dependent veterans compared to tobacco non-users (adjusted ORs = 3.50 to 4.18). This multi-morbidity cluster also was associated with increased PTSD severity. CONCLUSIONS Moderate to high dependence on tobacco is associated with substantially increased clustering of PTSD, depression, and clinically significant pain in veterans. Research examining synergistic interactions among these conditions, biological vulnerabilities shared among them, and the direct impact of tobacco use on the pathophysiology of PTSD, depression, and pain is needed. The results of such work may spur development of more effective integrated treatments to reduce the negative impact of these multi-morbid conditions on veterans' wellbeing and long-term health.
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22
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Salminen LE, Morey RA, Riedel BC, Jahanshad N, Dennis EL, Thompson PM. Adaptive Identification of Cortical and Subcortical Imaging Markers of Early Life Stress and Posttraumatic Stress Disorder. J Neuroimaging 2019; 29:335-343. [PMID: 30714246 PMCID: PMC6571150 DOI: 10.1111/jon.12600] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Revised: 01/13/2019] [Accepted: 01/16/2019] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND AND PURPOSE Posttraumatic stress disorder (PTSD) is a heterogeneous condition associated with a range of brain imaging abnormalities. Early life stress (ELS) contributes to this heterogeneity, but we do not know how a history of ELS influences traditionally defined brain signatures of PTSD. Here, we used a novel machine learning method - evolving partitions to improve classification (EPIC) - to identify shared and unique structural neuroimaging markers of ELS and PTSD in 97 combat-exposed military veterans. METHODS We used EPIC with repeated cross-validation (CV) to determine how combinations of cortical thickness, surface area, and subcortical brain volumes could contribute to classification of PTSD (n = 40) versus controls (n = 57), and classification of ELS within the PTSD (ELS+ n = 16; ELS- n = 24) and control groups (ELS+ n = 16; ELS- n = 41). Additional inputs included intracranial volume, age, sex, adult trauma, and depression. RESULTS On average, EPIC classified PTSD with 69% accuracy (SD = 5%), and ELS with 64% accuracy in the PTSD group (SD = 10%), and 62% accuracy in controls (SD = 6%). EPIC selected unique sets of individual features that classified each group with 75-85% accuracy in post hoc analyses; combinations of regions marginally improved classification from the individual atlas-defined brain regions. Across analyses, surface area in the right posterior cingulate was the only variable that was repeatedly selected as an important feature for classification of PTSD and ELS. CONCLUSIONS EPIC revealed unique patterns of features that distinguished PTSD and ELS in this sample of combat-exposed military veterans, which may represent distinct biotypes of stress-related neuropathology.
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Affiliation(s)
- Lauren E Salminen
- Imaging Genetics Center of the Mark and Mary Stevens Institute for Neuroimaging & Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA
| | - Rajendra A Morey
- Durham VA Medical Center, Durham, NC
- Duke University Medical Center, Durham, NC
| | - Brandalyn C Riedel
- Imaging Genetics Center of the Mark and Mary Stevens Institute for Neuroimaging & Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN
| | - Neda Jahanshad
- Imaging Genetics Center of the Mark and Mary Stevens Institute for Neuroimaging & Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA
| | - Emily L Dennis
- Imaging Genetics Center of the Mark and Mary Stevens Institute for Neuroimaging & Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA
- Psychiatry Neuroimaging Laboratory, Harvard Medical School, Boston, MA
- Stanford Neurodevelopment, Affect, and Psychopathology Laboratory, Stanford, CA
| | - Paul M Thompson
- Imaging Genetics Center of the Mark and Mary Stevens Institute for Neuroimaging & Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA
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23
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Franz HM, Corbo V, Fonda JR, Levin LK, Milberg WP, McGlinchey RE. The impact of interpersonal early life trauma on cardio-metabolic health in post-9/11 veterans. Health Psychol 2019; 38:113-121. [PMID: 30652910 DOI: 10.1037/hea0000706] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE This study examined the impact of early life trauma (ELT) on cardio-metabolic health in veterans from post-9/11 conflicts who experience significant stress from deployment and reintegration. METHOD Three hundred thirty-seven veterans from the Translational Research Center for Traumatic Brain Injury and Stress Disorders study underwent physiological assessments, including blood pressure and waist circumference. Fasting blood samples were collected to measure metabolic syndrome (MetS; cholesterol/triglycerides/glucose). ELT history was determined using the Traumatic Life Events Questionnaire. Posttraumatic stress disorder (PTSD) symptoms were assessed using the Clinician-Administered PTSD Scale. Logistic regression models examined the association of ELT and MetS diagnostic criteria while controlling for confounders. RESULTS The adjusted logistic regression showed a significant relationship between interpersonal ELT (IP ELT) and risk of MetS, with IP ELT having an approximately 3-fold increase in the risk of cardio- metabolic syndrome compared with those with no trauma (odds ratio [OR] = 3.06, p < .05). IP ELT was associated with over a 2-fold increased risk of elevated triglycerides compared with those with no trauma (OR = 2.06, p < .05). PTSD symptoms also explained in part the IP-ELT/MetS relationship. Veterans with any ELT were significantly more likely to meet for a current diagnosis of PTSD. CONCLUSIONS Our findings suggest that veterans with IP ELT are more likely to meet MetS and PTSD diagnostic criteria than veterans without IP ELT. This is concerning considering the young age of the sample and stresses the importance of an integrated and holistic approach in the assessment of physical and mental health in returning veterans. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
- Hannah M Franz
- Translational Research Center for TBI and Stress Disorders (TRACTS), VA Boston Healthcare System
| | - Vincent Corbo
- Translational Research Center for TBI and Stress Disorders (TRACTS), VA Boston Healthcare System
| | - Jennifer R Fonda
- Translational Research Center for TBI and Stress Disorders (TRACTS), VA Boston Healthcare System
| | - Laura K Levin
- Translational Research Center for TBI and Stress Disorders (TRACTS), VA Boston Healthcare System
| | - William P Milberg
- Translational Research Center for TBI and Stress Disorders (TRACTS), VA Boston Healthcare System
| | - Regina E McGlinchey
- Translational Research Center for TBI and Stress Disorders (TRACTS), VA Boston Healthcare System
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24
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Calati R, Maller JJ, Meslin C, Lopez-Castroman J, Ritchie K, Courtet P, Artero S. Repatriation is associated with isthmus cingulate cortex reduction in community-dwelling elderly. World J Biol Psychiatry 2018; 19:421-430. [PMID: 27844618 DOI: 10.1080/15622975.2016.1258490] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
OBJECTIVES The impact of stressful life events (SLEs) on brain anatomy is poorly understood, particularly its long-term neural consequences. We tested the hypothesis that a serious SLE (repatriation of French citizens living in Algeria in 1962) is associated with changes in brain regions previously implicated in psychopathology (hippocampus, amygdala, corpus callosum, prefrontal cortex, anterior, posterior and isthmus cingulate cortex (ICC)) in a large elderly population. METHODS Structural magnetic resonance imaging was used to acquire anatomical scans from 82 subjects repatriated from Algeria and 339 subjects without this experience or any other trauma. We derived quantitative regional estimates of subcortical volume using FreeSurfer Software. The General Linear Model was used to test the association between repatriation and changes in brain volume adjusted for confounders (gender, age, education, total brain volume, traumatic brain injury, Mini Mental State Examination score at baseline, current and lifetime major depression and recent SLEs). RESULTS Repatriation to France was associated with reduced volume in a number of areas; however, only left and right ICC survived to false discovery rate correction. CONCLUSIONS In the elderly a previous (approximately 40 years before) serious SLE could be associated with long-term volume reduction in the ICC, independently of psychopathology.
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Affiliation(s)
- Raffaella Calati
- a INSERM U1061, La Colombière Hospital, University of Montpellier UM1 , Montpellier , France.,b FondaMental Foundation, Créteil , France.,c Department of Emergency Psychiatry and Post Acute Care , Lapeyronie Hospital, CHRU , Montpellier , France
| | - Jerome J Maller
- d Monash Alfred Psychiatry Research Centre, The Alfred & Monash University Central Clinical School , Melbourne , Victoria , Australia.,e General Electric Healthcare , Melbourne , Victoria , Australia
| | - Chantal Meslin
- f Centre for Mental Health Research, Australian National University , Canberra , Australia
| | - Jorge Lopez-Castroman
- a INSERM U1061, La Colombière Hospital, University of Montpellier UM1 , Montpellier , France.,g Department of Adult Psychiatry , CHRU , Nîmes , France
| | - Karen Ritchie
- a INSERM U1061, La Colombière Hospital, University of Montpellier UM1 , Montpellier , France
| | - Philippe Courtet
- a INSERM U1061, La Colombière Hospital, University of Montpellier UM1 , Montpellier , France.,b FondaMental Foundation, Créteil , France.,c Department of Emergency Psychiatry and Post Acute Care , Lapeyronie Hospital, CHRU , Montpellier , France
| | - Sylvaine Artero
- a INSERM U1061, La Colombière Hospital, University of Montpellier UM1 , Montpellier , France
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Michalski LJ, Demers CH, Baranger DAA, Barch DM, Harms MP, Burgess GC, Bogdan R. Perceived stress is associated with increased rostral middle frontal gyrus cortical thickness: a family-based and discordant-sibling investigation. GENES BRAIN AND BEHAVIOR 2017; 16:781-789. [PMID: 28749606 DOI: 10.1111/gbb.12404] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2016] [Revised: 06/16/2017] [Accepted: 07/24/2017] [Indexed: 12/25/2022]
Abstract
Elevated stress perception and depression commonly co-occur, suggesting that they share a common neurobiology. Cortical thickness of the rostral middle frontal gyrus (RMFG), a region critical for executive function, has been associated with depression- and stress-related phenotypes. Here, we examined whether RMFG cortical thickness is associated with these phenotypes in a large family-based community sample. RMFG cortical thickness was estimated using FreeSurfer among participants (n = 879) who completed the ongoing Human Connectome Project. Depression-related phenotypes (i.e. sadness, positive affect) and perceived stress were assessed via self-report. After accounting for sex, age, ethnicity, average whole-brain cortical thickness, twin status and familial structure, RMFG thickness was positively associated with perceived stress and sadness and negatively associated with positive affect at small effect sizes (accounting for 0.2-2.4% of variance; p-fdr: 0.0051-0.1900). Perceived stress was uniquely associated with RMFG thickness after accounting for depression-related phenotypes. Further, among siblings discordant for perceived stress, those reporting higher perceived stress had increased RMFG thickness (P = 4 × 10-7 ). Lastly, RMFG thickness, perceived stress, depressive symptoms, and positive affect were all significantly heritable, with evidence of shared genetic and environmental contributions between self-report measures. Stress perception and depression share common genetic, environmental, and neural correlates. Variability in RMFG cortical thickness may play a role in stress-related depression, although effects may be small in magnitude. Prospective studies are required to examine whether variability in RMFG thickness may function as a risk factor for stress exposure and/or perception, and/or arises as a consequence of these phenotypes.
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Affiliation(s)
- L J Michalski
- BRAINLab, Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - C H Demers
- BRAINLab, Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - D A A Baranger
- BRAINLab, Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - D M Barch
- BRAINLab, Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA.,Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA
| | - M P Harms
- Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA
| | - G C Burgess
- Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA
| | - R Bogdan
- BRAINLab, Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
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McGlinchey RE, Milberg WP, Fonda JR, Fortier CB. A methodology for assessing deployment trauma and its consequences in OEF/OIF/OND veterans: The TRACTS longitudinal prospective cohort study. Int J Methods Psychiatr Res 2017; 26:e1556. [PMID: 28211592 PMCID: PMC5561532 DOI: 10.1002/mpr.1556] [Citation(s) in RCA: 106] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Revised: 11/28/2016] [Accepted: 12/09/2016] [Indexed: 01/06/2023] Open
Abstract
Many US veterans of Afghanistan and Iraq have multiple physical and psychiatric problems. A major focus of research has been on determining the effects of mild Traumatic Brain Injury (mTBI), but mTBI is rarely diagnosed in the absence of co-occurring conditions such as blast exposure, post-traumatic stress disorder (PTSD), depression, substance abuse, etc. These potentially interactive psychological and physical conditions produce complex patterns of cognitive, psychological, and physical symptoms that impede civilian reintegration and complicate efficient and effective treatment planning. The Translational Research Center for TBI and Stress Disorders (TRACTS) has developed a multidisciplinary approach to the assessment of deployment trauma and its consequences in veterans of these wars. The prospective TRACTS longitudinal cohort study conducts state-of-the-art assessments in the domains of biomedical function, lifetime head trauma, psychological function encompassing deployment experience and lifetime exposure to traumatic events, neuropsychological function, and structural and functional neuroimaging. The TRACTS longitudinal cohort study is the first of its kind to comprehensively evaluate lifetime incidence of TBI and PTSD in these veterans, in addition to those incurred during military deployment. The protocol has begun to reveal information that will help improve understanding of the complex pathophysiology associated with co-occurring mTBI and related stress disorders.
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Affiliation(s)
- Regina E. McGlinchey
- Geriatric Research, Education and Clinical Center (GRECC) and Translational Research Center for TBI and Stress Disorders (TRACTS)VA Boston Healthcare SystemBostonMassachusettsUSA
- Department of PsychiatryHarvard Medical SchoolBostonMassachusettsUSA
| | - William P. Milberg
- Geriatric Research, Education and Clinical Center (GRECC) and Translational Research Center for TBI and Stress Disorders (TRACTS)VA Boston Healthcare SystemBostonMassachusettsUSA
- Department of PsychiatryHarvard Medical SchoolBostonMassachusettsUSA
| | - Jennifer R. Fonda
- Geriatric Research, Education and Clinical Center (GRECC) and Translational Research Center for TBI and Stress Disorders (TRACTS)VA Boston Healthcare SystemBostonMassachusettsUSA
| | - Catherine Brawn Fortier
- Geriatric Research, Education and Clinical Center (GRECC) and Translational Research Center for TBI and Stress Disorders (TRACTS)VA Boston Healthcare SystemBostonMassachusettsUSA
- Department of PsychiatryHarvard Medical SchoolBostonMassachusettsUSA
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Averill LA, Abdallah CG, Pietrzak RH, Averill CL, Southwick SM, Krystal JH, Harpaz-Rotem I. Combat Exposure Severity is Associated with Reduced Cortical Thickness in Combat Veterans: A Preliminary Report. ACTA ACUST UNITED AC 2017; 1. [PMID: 28845475 PMCID: PMC5568834 DOI: 10.1177/2470547017724714] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Background Chronic stress and related physiological responses are known to have
deleterious effects on neural integrity. Combat exposure is a notoriously
pathogenic stressor, and with over 2 million U.S. troops deployed to active
combat zones since 2001, there is an urgent need to advance our
understanding of its potential neural impact. Previous evidence suggests
structural alterations in posttraumatic stress disorder (PTSD) and more
recent studies have explored cortical thinning specifically. This
preliminary study investigates the impact of combat exposure on cortical
thickness, controlling for history of early life stress and age. Methods Twenty-one combat-exposed Veterans with PTSD and 20 non-PTSD combat-exposed
controls (mean age 32.7) completed the Combat Exposure Scale, Childhood
Trauma Questionnaire, and structural magnetic resonance imaging in a Siemens
3T TIM trio system. General linear model was used to examine the effect of
combat exposure on cortical thickness, controlling for early life trauma
exposure and age using cluster-wise correction
(p < 0.05). Results This preliminary study found a negative correlation between combat exposure
severity (CES) and cortical thickness in the left superior temporal and left
rostral middle frontal regions, as well as an interaction between PTSD
diagnosis status and CES, in the superior temporal/insular region showing a
stronger negative correlation between CES and cortical thickness in the
non-PTSD group. Conclusions Though caution should be taken with interpretation given the preliminary
nature of the findings, the results indicate combat exposure may affect
cortical structure beyond possible alterations due to early life stress
exposure or PTSD psychopathology. Though replication in larger samples is
required, these results provide useful information regarding possible neural
biomarkers and treatment targets for combat-related psychopathology as well
as highlighting the pathogenic effects of combat.
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Affiliation(s)
- Lynnette A Averill
- Clinical Neurosciences Division, U.S. Department of Veterans Affairs National Center for PTSD, VA Connecticut Healthcare System West Haven, CT, USA.,Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Chadi G Abdallah
- Clinical Neurosciences Division, U.S. Department of Veterans Affairs National Center for PTSD, VA Connecticut Healthcare System West Haven, CT, USA.,Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Robert H Pietrzak
- Clinical Neurosciences Division, U.S. Department of Veterans Affairs National Center for PTSD, VA Connecticut Healthcare System West Haven, CT, USA.,Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Christopher L Averill
- Clinical Neurosciences Division, U.S. Department of Veterans Affairs National Center for PTSD, VA Connecticut Healthcare System West Haven, CT, USA.,Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Steven M Southwick
- Clinical Neurosciences Division, U.S. Department of Veterans Affairs National Center for PTSD, VA Connecticut Healthcare System West Haven, CT, USA.,Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - John H Krystal
- Clinical Neurosciences Division, U.S. Department of Veterans Affairs National Center for PTSD, VA Connecticut Healthcare System West Haven, CT, USA.,Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Ilan Harpaz-Rotem
- Clinical Neurosciences Division, U.S. Department of Veterans Affairs National Center for PTSD, VA Connecticut Healthcare System West Haven, CT, USA.,Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
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Akiki TJ, Averill CL, Wrocklage KM, Schweinsburg B, Scott JC, Martini B, Averill LA, Southwick SM, Krystal JH, Abdallah CG. The Association of PTSD Symptom Severity with Localized Hippocampus and Amygdala Abnormalities. ACTA ACUST UNITED AC 2017; 1. [PMID: 28825050 PMCID: PMC5562232 DOI: 10.1177/2470547017724069] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Background The hippocampus and amygdala have been repeatedly implicated in the
psychopathology of posttraumatic stress disorder (PTSD). While numerous
structural neuroimaging studies examined these two structures in PTSD, these
analyses have largely been limited to volumetric measures. Recent advances
in vertex-based neuroimaging methods have made it possible to identify
specific locations of subtle morphometric changes within a structure of
interest. Methods In this cross-sectional study, we used high-resolution magnetic resonance
imaging to examine the relationship between PTSD symptomatology, as measured
using the Clinician Administered PTSD Scale for the DSM-IV, and structural
shape of the hippocampus and amygdala using vertex-wise shape analyses in a
group of combat-exposed U.S. Veterans (N = 69). Results Following correction for multiple comparisons and controlling for age and
cranial volume, we found that participants with more severe PTSD symptoms
showed an indentation in the anterior half of the right hippocampus and an
indentation in the dorsal region of the right amygdala (corresponding to the
centromedial amygdala). Post hoc analysis using stepwise regression suggest
that among PTSD symptom clusters, arousal symptoms explain most of the
variance in the hippocampal abnormality, whereas reexperiencing symptoms
explain most of the variance in the amygdala abnormality. Conclusion The results provide evidence of localized abnormalities in the anterior
hippocampus and centromedial amygdala in combat-exposed U.S. Veterans
suffering from PTSD symptoms. This novel finding provides a more
fine-grained analysis of structural abnormalities in PTSD and may be
informative for understanding the neurobiology of the disorder.
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Affiliation(s)
- Teddy J Akiki
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, Connecticut.,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Christopher L Averill
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, Connecticut.,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Kristen M Wrocklage
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, Connecticut.,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut.,Gaylord Specialty Healthcare, Department of Psychology, Wallingford, Connecticut
| | - Brian Schweinsburg
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, Connecticut.,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - J Cobb Scott
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,VISN4 Mental Illness Research, Education, and Clinical Center at the Philadelphia VA Medical Center, Philadelphia, Pennsylvania
| | - Brenda Martini
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, Connecticut.,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Lynnette A Averill
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, Connecticut.,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Steven M Southwick
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, Connecticut.,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - John H Krystal
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, Connecticut.,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Chadi G Abdallah
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, Connecticut.,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
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Savjani RR, Taylor BA, Acion L, Wilde EA, Jorge RE. Accelerated Changes in Cortical Thickness Measurements with Age in Military Service Members with Traumatic Brain Injury. J Neurotrauma 2017; 34:3107-3116. [PMID: 28657432 DOI: 10.1089/neu.2017.5022] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Finding objective and quantifiable imaging markers of mild traumatic brain injury (TBI) has proven challenging, especially in the military population. Changes in cortical thickness after injury have been reported in animals and in humans, but it is unclear how these alterations manifest in the chronic phase, and it is difficult to characterize accurately with imaging. We used cortical thickness measures derived from Advanced Normalization Tools (ANTs) to predict a continuous demographic variable: age. We trained four different regression models (linear regression, support vector regression, Gaussian process regression, and random forests) to predict age from healthy control brains from publicly available datasets (n = 762). We then used these models to predict brain age in military Service Members with TBI (n = 92) and military Service Members without TBI (n = 34). Our results show that all four models overpredicted age in Service Members with TBI, and the predicted age difference was significantly greater compared with military controls. These data extend previous civilian findings and show that cortical thickness measures may reveal an association of accelerated changes over time with military TBI.
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Affiliation(s)
- Ricky R Savjani
- 1 Michael E. DeBakey Veterans Affairs Medical Center , Houston, Texas.,2 Department of Neuroscience, Baylor College of Medicine , Houston, Texas.,7 Texas A&M Health Science Center College of Medicine , Bryan, Texas
| | - Brian A Taylor
- 1 Michael E. DeBakey Veterans Affairs Medical Center , Houston, Texas.,3 Department of Radiology, Baylor College of Medicine , Houston, Texas.,4 Department of Physical Medicine and Rehabilitation, Baylor College of Medicine , Houston, Texas
| | - Laura Acion
- 6 Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine , Houston, Texas.,8 Instituto de Cálculo, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires-CONICET , Buenos Aires, Argentina
| | - Elisabeth A Wilde
- 1 Michael E. DeBakey Veterans Affairs Medical Center , Houston, Texas.,3 Department of Radiology, Baylor College of Medicine , Houston, Texas.,4 Department of Physical Medicine and Rehabilitation, Baylor College of Medicine , Houston, Texas.,5 Department of Neurology, Baylor College of Medicine , Houston, Texas
| | - Ricardo E Jorge
- 1 Michael E. DeBakey Veterans Affairs Medical Center , Houston, Texas.,6 Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine , Houston, Texas
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30
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Baldaçara L, Araújo C, Assunção I, Silva ID, Jackowski AP. Reduction of prefrontal thickness in military police officers with post-traumatic stress disorder. ARCH CLIN PSYCHIAT 2017. [DOI: 10.1590/0101-60830000000128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Affiliation(s)
- Leonardo Baldaçara
- Federal University of São Paulo, Brazil; Federal University of Tocantins, Brazil
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31
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Wang ML, Wei XE, Yu MM, Li PY, Li WB. Self-reported traumatic brain injury and in vivo measure of AD-vulnerable cortical thickness and AD-related biomarkers in the ADNI cohort. Neurosci Lett 2017; 655:115-120. [PMID: 28689050 DOI: 10.1016/j.neulet.2017.06.055] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Revised: 06/24/2017] [Accepted: 06/28/2017] [Indexed: 11/27/2022]
Abstract
In this study, we aimed to investigate whether self-reported mild traumatic brain injury (mTBI) was associated with decreased AD-vulnerable cortical thickness, and to assess the relationship between AD-vulnerable cortical thickness and AD-related biomarker in the Alzheimer's Disease Neuroimaging Initiative subjects. We identified 45 self-reported mTBI subjects, who had structural MRI, 18F-AV45 PET, and cerebrospinal fluid (CSF) data. Of them, eight subjects were normal; ten were preclinical AD; seventeen were MCI due to AD; ten were AD. Additional demographics-controlled 45 subjects were included. Cortical thickness of eight AD-vulnerable regions, mean AD-vulnerable cortical thickness, 18F-AV45 PET mean amyloid SUVR, CSF Aβ42, CSF total tau (T-tau), and CSF phosphorylated tau (P-tau) were compared between mTBI and non-TBI groups. Correlational analysis was done to investigate the relationship between mean AD-vulnerable cortical thickness and mean amyloid SUVR, CSF Aβ42, CSF T-Tau, CSF P-Tau. Our study revealed that preclinical AD subjects with self-reported mTBI had smaller cortical thickness in mean and three AD-vulnerable cortical regions than non-TBI subjects (P<0.05). The mean AD-vulnerable cortical thickness was correlated with CSF T-tau (r=-0.81, P=0.001). There was no statistical difference in the comparison of normal, MCI due to AD, and AD groups. Our study indicated that among individuals with preclinical AD, but not normal, MCI due to AD and AD subjects, self-reported mTBI was associated with more decreased AD-vulnerable cortical thickness which was related to CSF tau pathology, suggesting the possible early involvement of tau pathology in the decreased AD-vulnerable cortical thickness of self-reported TBI subjects.
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Affiliation(s)
- Ming-Liang Wang
- Department of Radiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
| | - Xiao-Er Wei
- Department of Radiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
| | - Meng-Meng Yu
- Department of Radiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
| | - Peng-Yang Li
- Department of Cardiology, Peking University Aerospace School of Clinical Medicine, Peking University Health Science Center, Beijing 100049, China
| | - Wen-Bin Li
- Department of Radiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China; Imaging Center, Kashgar Prefecture Second People's Hospital, Kashgar 844000, China.
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Wrocklage KM, Averill LA, Cobb Scott J, Averill CL, Schweinsburg B, Trejo M, Roy A, Weisser V, Kelly C, Martini B, Harpaz-Rotem I, Southwick SM, Krystal JH, Abdallah CG. Cortical thickness reduction in combat exposed U.S. veterans with and without PTSD. Eur Neuropsychopharmacol 2017; 27:515-525. [PMID: 28279623 PMCID: PMC5429865 DOI: 10.1016/j.euroneuro.2017.02.010] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2016] [Revised: 01/20/2017] [Accepted: 02/21/2017] [Indexed: 12/26/2022]
Abstract
We investigated the extent of cortical thinning in U.S. Veterans exposed to combat who varied in the severity of their posttraumatic stress disorder (PTSD) symptoms. In addition, we explored the neural correlates of PTSD symptom dimensions and the interactive effects of combat exposure and PTSD upon cortical thickness. Sixty-nine combat exposed Veterans completed high-resolution magnetic resonance imaging (MRI) scans to estimate cortical thickness. The Clinician Administered PTSD Scale (CAPS) and Combat Exposure Scale (CES) assessments were completed to measure current PTSD and historical combat severity, respectively. PTSD symptom dimensions (numbing, avoidance, reexperiencing, anxious arousal, and dysphoric arousal) were studied. Vertex-wise whole cerebrum analyses were conducted. We found widespread negative correlations between CAPS severity and cortical thickness, particularly within the prefrontal cortex. This prefrontal correlation remained significant after controlling for depression severity, medication status, and other potential confounds. PTSD dimensions, except anxious arousal, negatively correlated with cortical thickness in various unique brain regions. CES negatively correlated with cortical thickness in the left lateral prefrontal, regardless of PTSD diagnosis. A significant interaction between CES and PTSD diagnosis was found, such that CES negatively correlated with cortical thickness in the non-PTSD, but not in the PTSD, participants. The results underscore the severity of cortical thinning in U.S. Veterans suffering from high level of PTSD symptoms, as well as in Veterans with no PTSD diagnosis but severe combat exposure. The latter finding raises considerable concerns about a concealed injury potentially related to combat exposure in the post-9/11 era.
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Affiliation(s)
- Kristen M Wrocklage
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, CT, United States; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Lynnette A Averill
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, CT, United States; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - J Cobb Scott
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; VISN4 Mental Illness Research, Education, and Clinical Center at the Philadelphia VA Medical Center, Philadelphia, Pennsylvania
| | - Christopher L Averill
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, CT, United States; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Brian Schweinsburg
- Department of Psychiatry, University of Connecticut Medical Center, Farmington, CT, United States
| | - Marcia Trejo
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, CT, United States; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Alicia Roy
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, CT, United States; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Valerie Weisser
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, CT, United States; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Christopher Kelly
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, CT, United States; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Brenda Martini
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, CT, United States; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Ilan Harpaz-Rotem
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, CT, United States; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Steven M Southwick
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, CT, United States; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - John H Krystal
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, CT, United States; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Chadi G Abdallah
- National Center for PTSD - Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, CT, United States; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States.
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Fortenbaugh FC, Corbo V, Poole V, McGlinchey R, Milberg W, Salat D, DeGutis J, Esterman M. Interpersonal early-life trauma alters amygdala connectivity and sustained attention performance. Brain Behav 2017; 7:e00684. [PMID: 28523226 PMCID: PMC5434189 DOI: 10.1002/brb3.684] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Revised: 01/06/2017] [Accepted: 02/16/2017] [Indexed: 12/22/2022] Open
Abstract
INTRODUCTION Interpersonal early life trauma (I-ELT) is associated with a myriad of functional impairments in adulthood, increased risk of drug addiction, and neuropsychiatric disorders. While deficits in emotional regulation and amygdala functioning are well characterized, deficits in general cognitive functioning have also been documented. However, the neural underpinnings of cognitive dysfunction in adults with a history of I-ELT and the potential relationship between amygdala-based functional connectivity and behavioral performance are currently poorly understood. This study examined how I-ELT affects the cognitive and neural mechanisms supporting sustained attention. METHODS A total of 66 Veterans (18 with and 48 without a history of I-ELT) completed a nonemotional sustained attention task during functional MRI. RESULTS The individuals with I-ELT showed significant impairments in sustained attention (i.e., higher error rates, greater response variability). This cohort exhibited increased amygdala functional connectivity with the prefrontal cortex and decreased functional connectivity with the parahippocampal gyrus when compared to those without I-ELT. These connections were significantly correlated with individual differences in sustained attention performance. Notably, classification analyses revealed that the pattern of amygdala connectivity across the whole brain was able to classify I-ELT status with 70% accuracy. CONCLUSION These results provide evidence of a lasting negative impact for those with a history of I-ELT on sustained attention ability. They also highlight a critical role for amygdala functioning in cognitive control and sustained attention for those with a history of I-ELT, which may underlie the observed attention deficits in clinical assessments and cognitive tests involving both emotional and nonemotional stimuli.
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Affiliation(s)
- Francesca C Fortenbaugh
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Education, and Clinical Center (GRECC) VA Boston Healthcare System Boston MA USA.,Neuroimaging Research for Veterans (NeRVe) Center VA Boston Healthcare System Boston MA USA.,Department of Psychiatry Harvard Medical School Boston MA USA
| | - Vincent Corbo
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Education, and Clinical Center (GRECC) VA Boston Healthcare System Boston MA USA.,Neuroimaging Research for Veterans (NeRVe) Center VA Boston Healthcare System Boston MA USA.,Department of Psychology School of Arts and Science Southern New Hampshire University Manchester NH USA
| | - Victoria Poole
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Education, and Clinical Center (GRECC) VA Boston Healthcare System Boston MA USA.,Neuroimaging Research for Veterans (NeRVe) Center VA Boston Healthcare System Boston MA USA.,Institute of Aging Research Hebrew SeniorLife Boston MA USA
| | - Regina McGlinchey
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Education, and Clinical Center (GRECC) VA Boston Healthcare System Boston MA USA.,Neuroimaging Research for Veterans (NeRVe) Center VA Boston Healthcare System Boston MA USA.,Department of Psychiatry Harvard Medical School Boston MA USA
| | - William Milberg
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Education, and Clinical Center (GRECC) VA Boston Healthcare System Boston MA USA.,Neuroimaging Research for Veterans (NeRVe) Center VA Boston Healthcare System Boston MA USA.,Department of Psychiatry Harvard Medical School Boston MA USA
| | - David Salat
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Education, and Clinical Center (GRECC) VA Boston Healthcare System Boston MA USA.,Neuroimaging Research for Veterans (NeRVe) Center VA Boston Healthcare System Boston MA USA.,Athinoula A. Martinos Center for Biomedical Imaging Charlestown MA USA
| | - Joseph DeGutis
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Education, and Clinical Center (GRECC) VA Boston Healthcare System Boston MA USA.,Department of Medicine Harvard Medical School Boston MA USA
| | - Michael Esterman
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Education, and Clinical Center (GRECC) VA Boston Healthcare System Boston MA USA.,Neuroimaging Research for Veterans (NeRVe) Center VA Boston Healthcare System Boston MA USA.,Department of Psychiatry Boston University School of Medicine Boston MA USA
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Waltzman D, Soman S, Hantke NC, Fairchild JK, Kinoshita LM, Wintermark M, Ashford JW, Yesavage J, Williams L, Adamson MM, Furst AJ. Altered Microstructural Caudate Integrity in Posttraumatic Stress Disorder but Not Traumatic Brain Injury. PLoS One 2017; 12:e0170564. [PMID: 28114393 PMCID: PMC5256941 DOI: 10.1371/journal.pone.0170564] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Accepted: 01/08/2017] [Indexed: 12/30/2022] Open
Abstract
OBJECTIVE Given the high prevalence and comorbidity of combat-related PTSD and TBI in Veterans, it is often difficult to disentangle the contributions of each disorder. Examining these pathologies separately may help to understand the neurobiological basis of memory impairment in PTSD and TBI independently of each other. Thus, we investigated whether a) PTSD and TBI are characterized by subcortical structural abnormalities by examining diffusion tensor imaging (DTI) metrics and volume and b) if these abnormalities were specific to PTSD versus TBI. METHOD We investigated whether individuals with PTSD or TBI display subcortical structural abnormalities in memory regions by examining DTI metrics and volume of the hippocampus and caudate in three groups of Veterans: Veterans with PTSD, Veterans with TBI, and Veterans with neither PTSD nor TBI (Veteran controls). RESULTS While our results demonstrated no macrostructural differences among the groups in these regions, there were significant alterations in microstructural DTI indices in the caudate for the PTSD group but not the TBI group compared to Veteran controls. CONCLUSIONS The result of increased mean, radial, and axial diffusivity, and decreased fractional anisotropy in the caudate in absence of significant volume atrophy in the PTSD group suggests the presence of subtle abnormalities evident only at a microstructural level. The caudate is thought to play a role in the physiopathology of PTSD, and the habit-like behavioral features of the disorder could be due to striatal-dependent habit learning mechanisms. Thus, DTI appears to be a vital tool to investigate subcortical pathology, greatly enhancing the ability to detect subtle brain changes in complex disorders.
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Affiliation(s)
- Dana Waltzman
- War Related Illness and Injury Study Center (WRIISC), Veterans Affairs Palo Alto Health Care System (VAPAHCS), Palo Alto, United States of America
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, United States of America
| | - Salil Soman
- Department of Radiology, Harvard University, Cambridge, United States of America
| | - Nathan C. Hantke
- War Related Illness and Injury Study Center (WRIISC), Veterans Affairs Palo Alto Health Care System (VAPAHCS), Palo Alto, United States of America
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, United States of America
- Sierra Pacific Mental Illness Research Education and Clinical Center (MIRECC), Veterans Affairs Palo Alto Health Care System (VAPAHCS), Palo Alto, United States of America
| | - J. Kaci Fairchild
- War Related Illness and Injury Study Center (WRIISC), Veterans Affairs Palo Alto Health Care System (VAPAHCS), Palo Alto, United States of America
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, United States of America
- Sierra Pacific Mental Illness Research Education and Clinical Center (MIRECC), Veterans Affairs Palo Alto Health Care System (VAPAHCS), Palo Alto, United States of America
| | - Lisa M. Kinoshita
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, United States of America
- Psychology Service, Veterans Affairs Palo Alto Health Care System (VAPAHCS), Palo Alto, United States of America
| | - Max Wintermark
- Department of Radiology, Stanford University School of Medicine, Palo Alto, United States of America
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Palo Alto, United States of America
| | - J. Wesson Ashford
- War Related Illness and Injury Study Center (WRIISC), Veterans Affairs Palo Alto Health Care System (VAPAHCS), Palo Alto, United States of America
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, United States of America
| | - Jerome Yesavage
- War Related Illness and Injury Study Center (WRIISC), Veterans Affairs Palo Alto Health Care System (VAPAHCS), Palo Alto, United States of America
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, United States of America
| | - Leanne Williams
- War Related Illness and Injury Study Center (WRIISC), Veterans Affairs Palo Alto Health Care System (VAPAHCS), Palo Alto, United States of America
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, United States of America
| | - Maheen M. Adamson
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, United States of America
- Defense Veterans Brain Injury Center (DVBIC), Veterans Affairs Palo Alto Health Care System (VAPAHCS), Palo Alto, United States of America
| | - Ansgar J. Furst
- War Related Illness and Injury Study Center (WRIISC), Veterans Affairs Palo Alto Health Care System (VAPAHCS), Palo Alto, United States of America
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, United States of America
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Palo Alto, United States of America
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Govindarajan KA, Narayana PA, Hasan KM, Wilde EA, Levin HS, Hunter JV, Miller ER, Patel VKS, Robertson CS, McCarthy JJ. Cortical Thickness in Mild Traumatic Brain Injury. J Neurotrauma 2016; 33:1809-1817. [PMID: 26959810 PMCID: PMC5079411 DOI: 10.1089/neu.2015.4253] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Abstract
Magnetic resonance imaging data were acquired at ∼24 h and ∼3 months post-injury on mild traumatic brain injury (mTBI; n = 75) and orthopedic injury (n = 60) cohorts. The mTBI subjects were randomly assigned to a treatment group with atorvastatin or a non-treatment mTBI group. The treatment group was further divided into drug and placebo subgroups. FreeSurfer software package was used to compute cortical thickness based on the three dimensional T1-weighted images at both time-points. Cross-sectional analysis was carried out to compare cortical thickness between the mTBI and control groups. Longitudinal unbiased templates were generated for all subjects and cortical thickness measurements were compared between baseline and follow-up scans in the mTBI group. At baseline, significant reduction in cortical thickness was observed in the left middle temporal and the right superior parietal regions in the mTBI group, relative to the control group (p = 0.01). At follow-up, significant cortical thinning was again observed in the left middle temporal cortex in the mTBI group. Further analysis revealed significant cortical thinning only in the non-treatment group relative to the control group. In the follow-up, small regions with significant but subtle cortical thinning and thickening were seen in the frontal, temporal, and parietal lobes in the left hemisphere in the non-treatment group only. Our results indicate that cortical thickness could serve as a useful measure in identifying subtle changes in mTBI patients.
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Affiliation(s)
- Koushik A. Govindarajan
- Department of Diagnostic and Interventional Imaging, University of Texas Health Science Center at Houston, Houston, Texas
| | - Ponnada A. Narayana
- Department of Diagnostic and Interventional Imaging, University of Texas Health Science Center at Houston, Houston, Texas
| | - Khader M. Hasan
- Department of Diagnostic and Interventional Imaging, University of Texas Health Science Center at Houston, Houston, Texas
| | - Elisabeth A. Wilde
- Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, Texas
- Department of Radiology, Baylor College of Medicine, Houston, Texas
| | - Harvey S. Levin
- Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, Texas
- Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas
| | - Jill V. Hunter
- Department of Radiology, Baylor College of Medicine, Houston, Texas
| | - Emmy R. Miller
- Department of Neurosurgery, Virginia Commonwealth University, Richmond, Virginia
| | - Vipul Kumar S. Patel
- Department of Diagnostic and Interventional Imaging, University of Texas Health Science Center at Houston, Houston, Texas
| | | | - James J. McCarthy
- Department of Emergency Medicine, University of Texas Health Science Center at Houston, Houston, Texas
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Corbo V, Amick MA, Milberg WP, McGlinchey RE, Salat DH. Early life trauma is associated with altered white matter integrity and affective control. J Psychiatr Res 2016; 79:70-77. [PMID: 27214523 DOI: 10.1016/j.jpsychires.2016.05.001] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Revised: 04/15/2016] [Accepted: 05/03/2016] [Indexed: 02/08/2023]
Abstract
Early life trauma (ELT) has been shown to impair affective control and attention well into adulthood. Neuroimaging studies have further shown that ELT was associated with decreased white matter integrity in the prefrontal areas in children and adults. However, no study to date has looked at the relationship between white matter integrity and affective control in individuals with and without a history of ELT. To examine this, we tested 240 Veterans with (ELT N = 80) and without (NoELT N = 160) a history of childhood sexual abuse, physical abuse or family violence. Affective control was measured with the Affective Go/No-Go (AGN) and attention was indexed with the Test of Variable Attention (TOVA). White matter integrity was measured using fractional anisotropy (FA). Results showed greater number of errors on the AGN in ELT compared to NoELT. There was no difference on the TOVA. While there were no mean differences in FA, there was an interaction between FA and reaction time to positive stimuli on the AGN where the ELT group showed a positive relationship between FA and reaction time in right frontal and prefrontal areas, whereas the NoELT group showed a negative or no association between FA and reaction time. This suggests that ELT may be associated with a distinct brain-behavior relationship that could be related to other determinants of FA than those present in healthy adults.
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Affiliation(s)
- Vincent Corbo
- Translational Research Center for TBI and Stress Disorders/Geriatric Research Education and Clinical Centers (GRECC), VA Boston Healthcare System, Boston, MA, USA; Boston University School of Medicine, Boston, MA, USA.
| | - Melissa A Amick
- Translational Research Center for TBI and Stress Disorders/Geriatric Research Education and Clinical Centers (GRECC), VA Boston Healthcare System, Boston, MA, USA
| | - William P Milberg
- Translational Research Center for TBI and Stress Disorders/Geriatric Research Education and Clinical Centers (GRECC), VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Cambridge, MA, USA
| | - Regina E McGlinchey
- Translational Research Center for TBI and Stress Disorders/Geriatric Research Education and Clinical Centers (GRECC), VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Cambridge, MA, USA
| | - David H Salat
- Translational Research Center for TBI and Stress Disorders/Geriatric Research Education and Clinical Centers (GRECC), VA Boston Healthcare System, Boston, MA, USA; Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA
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Functional connectivity of the left and right hippocampi: Evidence for functional lateralization along the long-axis using meta-analytic approaches and ultra-high field functional neuroimaging. Neuroimage 2016; 135:64-78. [DOI: 10.1016/j.neuroimage.2016.04.022] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2015] [Revised: 01/31/2016] [Accepted: 04/09/2016] [Indexed: 12/17/2022] Open
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Advanced neuroimaging applied to veterans and service personnel with traumatic brain injury: state of the art and potential benefits. Brain Imaging Behav 2016; 9:367-402. [PMID: 26350144 DOI: 10.1007/s11682-015-9444-y] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Traumatic brain injury (TBI) remains one of the most prevalent forms of morbidity among Veterans and Service Members, particularly for those engaged in the conflicts in Iraq and Afghanistan. Neuroimaging has been considered a potentially useful diagnostic and prognostic tool across the spectrum of TBI generally, but may have particular importance in military populations where the diagnosis of mild TBI is particularly challenging, given the frequent lack of documentation on the nature of the injuries and mixed etiologies, and highly comorbid with other disorders such as post-traumatic stress disorder, depression, and substance misuse. Imaging has also been employed in attempts to understand better the potential late effects of trauma and to evaluate the effects of promising therapeutic interventions. This review surveys the use of structural and functional neuroimaging techniques utilized in military studies published to date, including the utilization of quantitative fluid attenuated inversion recovery (FLAIR), susceptibility weighted imaging (SWI), volumetric analysis, diffusion tensor imaging (DTI), magnetization transfer imaging (MTI), positron emission tomography (PET), magnetoencephalography (MEG), task-based and resting state functional MRI (fMRI), arterial spin labeling (ASL), and magnetic resonance spectroscopy (MRS). The importance of quality assurance testing in current and future research is also highlighted. Current challenges and limitations of each technique are outlined, and future directions are discussed.
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Corbo V, Salat DH, Powell MA, Milberg WP, McGlinchey RE. Combat exposure is associated with cortical thickness in Veterans with a history of chronic pain. Psychiatry Res Neuroimaging 2016; 249:38-44. [PMID: 27000305 DOI: 10.1016/j.pscychresns.2016.02.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Revised: 12/15/2015] [Accepted: 02/09/2016] [Indexed: 11/24/2022]
Abstract
Chronic Pain (CP) has been associated with changes in gray matter integrity in the cingulate and insular cortex. However, these changes have not been studied in Veterans, despite high prevalence rates of CP and interactions with combat-derived disorders. In the current study, 54 Veterans with a history of CP and 103 Veterans without CP were recruited from the Translational Research Center for Traumatic Brain Injury and Stress Disorders (TRACTS). Cortical thickness from structural MRI scans was determined using the FreeSurfer software package. Results showed that Veterans with CP showed a negative association between cortical thickness and levels of combat exposure in the left inferior frontal gyrus and superior parietal cortex, as well as the right rostral middle frontal gyrus, precentral and postcentral gyri and the superior temporal cortex. These findings suggest that CP may alter the relationship between cortical thickness and exposure to the stress of combat.
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Affiliation(s)
- Vincent Corbo
- Translational Research Center for TBI and Stress Disorders (TRACTS)/Geriatric Research Education and Clinical Centers (GRECC), VA Boston Healthcare System, Boston, MA, USA; Boston University School of Medicine, Boston, MA, USA.
| | - David H Salat
- Translational Research Center for TBI and Stress Disorders (TRACTS)/Geriatric Research Education and Clinical Centers (GRECC), VA Boston Healthcare System, Boston, MA, USA; Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA
| | | | - William P Milberg
- Translational Research Center for TBI and Stress Disorders (TRACTS)/Geriatric Research Education and Clinical Centers (GRECC), VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Cambridge, MA, USA
| | - Regina E McGlinchey
- Translational Research Center for TBI and Stress Disorders (TRACTS)/Geriatric Research Education and Clinical Centers (GRECC), VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Cambridge, MA, USA
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40
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Ramage AE, Litz BT, Resick PA, Woolsey MD, Dondanville KA, Young-McCaughan S, Borah AM, Borah EV, Peterson AL, Fox PT. Regional cerebral glucose metabolism differentiates danger- and non-danger-based traumas in post-traumatic stress disorder. Soc Cogn Affect Neurosci 2016; 11:234-42. [PMID: 26373348 PMCID: PMC4733332 DOI: 10.1093/scan/nsv102] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2015] [Revised: 07/09/2015] [Accepted: 07/30/2015] [Indexed: 01/23/2023] Open
Abstract
Post-traumatic stress disorder (PTSD) is presumably the result of life threats and conditioned fear. However, the neurobiology of fear fails to explain the impact of traumas that do not entail threats. Neuronal function, assessed as glucose metabolism with (18)fluoro-deoxyglucose positron emission tomography, was contrasted in active duty, treatment-seeking US Army Soldiers with PTSD endorsing either danger- (n = 19) or non-danger-based (n = 26) traumas, and was compared with soldiers without PTSD (Combat Controls, n = 26) and Civilian Controls (n = 24). Prior meta-analyses of regions associated with fear or trauma script imagery in PTSD were used to compare glucose metabolism across groups. Danger-based traumas were associated with higher metabolism in the right amygdala than the control groups, while non-danger-based traumas associated with heightened precuneus metabolism relative to the danger group. In the danger group, PTSD severity was associated with higher metabolism in precuneus and dorsal anterior cingulate and lower metabolism in left amygdala (R(2 )= 0.61). In the non-danger group, PTSD symptom severity was associated with higher precuneus metabolism and lower right amygdala metabolism (R(2 )= 0.64). These findings suggest a biological basis to consider subtyping PTSD according to the nature of the traumatic context.
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Affiliation(s)
- Amy E Ramage
- Department of Psychiatry and the Research Imaging Institute, The University of Texas Health Science Center at San Antonio, San Antonio, TX, USA,
| | - Brett T Litz
- Massachusetts Veterans Epidemiological Research and Information Center, VA Boston Healthcare System, Washington, DC, USA, Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Patricia A Resick
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Mary D Woolsey
- Research Imaging Institute, The University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | | | | | - Adam M Borah
- Carl R. Darnall Army Medical Center, Fort Hood, TX, USA
| | | | - Alan L Peterson
- Department of Psychiatry and the South Texas Veterans Health Care System, San Antonio, TX, USA, and
| | - Peter T Fox
- Department of Psychiatry and the Research Imaging Institute, The University of Texas Health Science Center at San Antonio, San Antonio, TX, USA, State Key Laboratory for Brain and Cognitive Science, Hong Kong University, Pok Fu Lam, Hong Kong
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41
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Foley JM, Salat DH, Stricker NH, McGlinchey RE, Milberg WP, Grande LJ, Leritz EC. Glucose Dysregulation Interacts With APOE-∊4 to Potentiate Temporoparietal Cortical Thinning. Am J Alzheimers Dis Other Demen 2016; 31:76-86. [PMID: 26006791 PMCID: PMC4913470 DOI: 10.1177/1533317515587084] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
We examined the interactive effects of apolipoprotein ∊4 (APOE-∊4), a risk factor for Alzheimer's disease (AD), and diabetes risk on cortical thickness among 107 healthy elderly participants; in particular, participants included 27 APOE-∊4+ and 80 APOE-∊4- controls using T1-weighted structural magnetic resonance imaging. Regions of interests included select frontal, temporal, and parietal cortical regions. Among APOE-∊4, glucose abnormalities independently predicted reduced cortical thickness among temporoparietal regions but failed to predict changes for noncarriers. However, among noncarriers, age independently predicted reduced cortical thickness among temporoparietal and frontal regions. Diabetes risk is particularly important for the integrity of cortical gray matter in APOE-∊4 and demonstrates a pattern of thinning that is expected in preclinical AD. However, in the absence of this genetic factor, age confers risk for reduced cortical thickness among regions of expected compromise. This study supports aggressive management of cerebrovascular factors and earlier preclinical detection of AD among individuals presenting with genetic and metabolic risks.
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Affiliation(s)
- Jessica M Foley
- Department of Psychiatry, VA Boston Healthcare System, Boston, MA, USA Department of Psychiatry, Harvard Medical School, Boston, MA, USA Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - David H Salat
- Department of Psychiatry, VA Boston Healthcare System, Boston, MA, USA Department of Psychiatry, Harvard Medical School, Boston, MA, USA Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA
| | - Nikki H Stricker
- Department of Psychiatry, VA Boston Healthcare System, Boston, MA, USA Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Regina E McGlinchey
- Department of Psychiatry, VA Boston Healthcare System, Boston, MA, USA Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - William P Milberg
- Department of Psychiatry, VA Boston Healthcare System, Boston, MA, USA Department of Psychiatry, Harvard Medical School, Boston, MA, USA Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA
| | - Laura J Grande
- Department of Psychiatry, VA Boston Healthcare System, Boston, MA, USA Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Elizabeth C Leritz
- Department of Psychiatry, VA Boston Healthcare System, Boston, MA, USA Department of Psychiatry, Harvard Medical School, Boston, MA, USA
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Miller MW, Wolf EJ, Sadeh N, Logue M, Spielberg JM, Hayes JP, Sperbeck E, Schichman SA, Stone A, Carter WC, Humphries DE, Milberg W, McGlinchey R. A novel locus in the oxidative stress-related gene ALOX12 moderates the association between PTSD and thickness of the prefrontal cortex. Psychoneuroendocrinology 2015; 62:359-65. [PMID: 26372769 PMCID: PMC4637246 DOI: 10.1016/j.psyneuen.2015.09.003] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2015] [Revised: 09/03/2015] [Accepted: 09/03/2015] [Indexed: 11/18/2022]
Abstract
Oxidative stress has been implicated in many common age-related diseases and is hypothesized to play a role in posttraumatic stress disorder (PTSD)-related neurodegeneration (Miller and Sadeh, 2014). This study examined the influence of the oxidative stress-related genes ALOX 12 and ALOX 15 on the association between PTSD and cortical thickness. Factor analyses were used to identify and compare alternative models of the structure of cortical thickness in a sample of 218 veterans. The best-fitting model was then used for a genetic association analysis in White non-Hispanic participants (n=146) that examined relationships between 33 single nucleotide polymorphisms (SNPs) spanning the two genes, 8 cortical thickness factors, and each SNP×PTSD interaction. Results identified a novel ALOX12 locus (indicated by two SNPs in perfect linkage disequilibrium: rs1042357 and rs10852889) that moderated the association between PTSD and reduced thickness of the right prefrontal cortex. A whole-cortex vertex-wise analysis showed this effect to be localized to clusters spanning the rostral middle frontal gyrus, superior frontal gyrus, rostral anterior cingulate cortex, and medial orbitofrontal cortex. These findings illustrate a novel factor-analytic approach to neuroimaging-genetic analyses and provide new evidence for the possible involvement of oxidative stress in PTSD-related neurodegeneration.
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Affiliation(s)
- Mark W. Miller
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA
| | - Erika J. Wolf
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA
| | - Naomi Sadeh
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA
| | - Mark Logue
- Research Service, VA Boston Healthcare System, Boston, MA
- Biomedical Genetics, Boston University School of Medicine, Boston, MA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA
| | - Jeffrey M. Spielberg
- Department of Psychiatry, Boston University School of Medicine, Boston, MA
- Neuroimaging Research for Veterans Center, VA Boston Healthcare System, Boston, MA
| | - Jasmeet P. Hayes
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA
| | - Emily Sperbeck
- Department of Psychiatry, Boston University School of Medicine, Boston, MA
| | - Steven A. Schichman
- Pharmacogenomics Analysis Laboratory, Research Service, Central Arkansas Veterans Healthcare System, Little Rock, AR
| | - Angie Stone
- Pharmacogenomics Analysis Laboratory, Research Service, Central Arkansas Veterans Healthcare System, Little Rock, AR
| | - Weleetka C. Carter
- Pharmacogenomics Analysis Laboratory, Research Service, Central Arkansas Veterans Healthcare System, Little Rock, AR
| | - Donald E. Humphries
- Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA
| | - William Milberg
- Geriatric Research Educational and Clinical Center and Translational Research Center for TBI and Stress Disorders, VA Boston Healthcare System, Boston, MA
- Department of Psychiatry, Harvard Medical School, Boston, MA
| | - Regina McGlinchey
- Geriatric Research Educational and Clinical Center and Translational Research Center for TBI and Stress Disorders, VA Boston Healthcare System, Boston, MA
- Department of Psychiatry, Harvard Medical School, Boston, MA
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Michael AP, Stout J, Roskos PT, Bolzenius J, Gfeller J, Mogul D, Bucholz R. Evaluation of Cortical Thickness after Traumatic Brain Injury in Military Veterans. J Neurotrauma 2015; 32:1751-8. [DOI: 10.1089/neu.2015.3918] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Alex P. Michael
- Division of Neurosurgery, Southern Illinois University School of Medicine, Springfield, Illinois
| | - Jeffrey Stout
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, Illinois
| | - P. Tyler Roskos
- Department of Physical Medicine and Rehabilitation, Oakwood, Wayne State University, School of Medicine, Dearborn, Michigan
| | | | - Jeffrey Gfeller
- Department of Psychology, Saint Louis University School of Medicine, St. Louis, Missouri
| | - David Mogul
- Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, Illinois
| | - Richard Bucholz
- Department of Neurosurgery, Saint Louis University School of Medicine, St. Louis, Missouri
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Stricker NH, Keller JE, Castillo DT, Haaland KY. The neurocognitive performance of female veterans with posttraumatic stress disorder. J Trauma Stress 2015; 28:102-9. [PMID: 25847622 DOI: 10.1002/jts.22000] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Neurocognitive problems are common with posttraumatic stress disorder (PTSD) and are important to understand because of their association with the success of PTSD treatment and its potential neural correlates. To our knowledge, this is the first neurocognitive study in an all-female U.S. veteran sample, some of whom had PTSD. We examined neurocognitive performance and assessed whether learning deficits, common in PTSD, were associated with executive functioning. Veterans with PTSD (n = 56) and without (n = 53) were evaluated for psychiatric and neurocognitive status. The PTSD group had a lower estimated IQ (d = 0.53) and performed more poorly on all neurocognitive domains (d range = 0.57-0.88), except verbal retention (d = 0.04). A subset of the 2 groups that were matched on IQ and demographics similarly demonstrated poorer performance for the PTSD group on all neurocognitive domains (d range = 0.52-0.79), except verbal retention (d = 0.15). Within the PTSD group, executive functioning accounted for significant variance in verbal learning over and above IQ and processing speed (ΔR(2) = .06), as well as depression (ΔR(2) = .07) and PTSD severity (ΔR(2) = .06). This study demonstrated that female veterans with PTSD performed more poorly than females without PTSD on several neurocognitive domains, including verbal learning, processing speed, and executive functioning. Replication of these results using a control group of veterans with more similar trauma exposure, history of mild traumatic brain injury, and psychiatric comorbidities would solidify these findings.
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Affiliation(s)
- Nikki H Stricker
- Psychology Service, VA Boston Healthcare System, Boston, Massachusetts, USA; Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts, USA
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45
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Taylor O, Barrett RD, McLellan T, McKinlay A. Traumatic brain injury and adverse life events: Group differences in young adults injured as children. Brain Inj 2015; 29:709-14. [DOI: 10.3109/02699052.2015.1004739] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Olivia Taylor
- Department of Psychology, University of Canterbury, Christchurch, New Zealand and
| | - Robert D. Barrett
- Department of Psychology, University of Canterbury, Christchurch, New Zealand and
| | - Tracey McLellan
- Department of Psychology, University of Canterbury, Christchurch, New Zealand and
| | - Audrey McKinlay
- Department of Psychology, University of Canterbury, Christchurch, New Zealand and
- Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, Victoria, Australia
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