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Doss MK, DeMarco A, Dunsmoor JE, Cisler JM, Fonzo GA, Nemeroff CB. How Psychedelics Modulate Multiple Memory Mechanisms in Posttraumatic Stress Disorder. Drugs 2024:10.1007/s40265-024-02106-4. [PMID: 39455547 DOI: 10.1007/s40265-024-02106-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/04/2024] [Indexed: 10/28/2024]
Abstract
Posttraumatic stress disorder (PTSD) is a psychiatric disorder with defining abnormalities in memory, and psychedelics may be promising candidates for the treatment of PTSD given their effects on multiple memory systems. Most PTSD and psychedelic research has investigated memory with fear conditioning and extinction. While fruitful, conditioning and extinction provide a limited model of the complexity of PTSD and phenomenology of psychedelics, thereby limiting the refinement of therapies. In this review, we discuss abnormalities in fear conditioning and extinction in PTSD and review 25 studies testing psychedelics on these forms of memory. Perhaps the most reliable effect is that the acute effects of psychedelics can enhance extinction learning, which is impaired in PTSD. However, the post-acute effects may also enhance extinction learning, and the acute effects can also enhance fear conditioning. We then discuss abnormalities in episodic and semantic memory in PTSD and review current knowledge on how psychedelics impact these memory systems. Although PTSD and psychedelics acutely impair the formation of hippocampal-dependent episodic memories, psychedelics may acutely enhance cortical-dependent learning of semantic memories that could facilitate the integration of trauma memories and disrupt maladaptive beliefs. More research is needed on the acute effects of psychedelics on episodic memory consolidation, retrieval, and reconsolidation and post-acute effects of psychedelics on all phases of episodic memory. We conclude by discussing how targeting multiple memory mechanisms could improve upon the current psychedelic therapy paradigm for PTSD, thereby necessitating a greater emphasis on assessing diverse measures of memory in translational PTSD and psychedelic research.
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Affiliation(s)
- Manoj K Doss
- Department of Psychiatry and Behavioral Sciences, Center for Psychedelic Research and Therapy, The University of Texas at Austin Dell Medical School, 1601 Trinity Street, Bldg. B, Stop Z0600, Austin, TX, 78712, USA.
| | - AnnaMarie DeMarco
- Department of Psychiatry and Behavioral Sciences, Center for Psychedelic Research and Therapy, The University of Texas at Austin Dell Medical School, 1601 Trinity Street, Bldg. B, Stop Z0600, Austin, TX, 78712, USA
| | - Joseph E Dunsmoor
- Department of Psychiatry and Behavioral Sciences, Center for Psychedelic Research and Therapy, The University of Texas at Austin Dell Medical School, 1601 Trinity Street, Bldg. B, Stop Z0600, Austin, TX, 78712, USA
- Department of Neuroscience, The University of Texas at Austin, Austin, TX, USA
| | - Josh M Cisler
- Department of Psychiatry and Behavioral Sciences, Center for Psychedelic Research and Therapy, The University of Texas at Austin Dell Medical School, 1601 Trinity Street, Bldg. B, Stop Z0600, Austin, TX, 78712, USA
| | - Gregory A Fonzo
- Department of Psychiatry and Behavioral Sciences, Center for Psychedelic Research and Therapy, The University of Texas at Austin Dell Medical School, 1601 Trinity Street, Bldg. B, Stop Z0600, Austin, TX, 78712, USA
| | - Charles B Nemeroff
- Department of Psychiatry and Behavioral Sciences, Center for Psychedelic Research and Therapy, The University of Texas at Austin Dell Medical School, 1601 Trinity Street, Bldg. B, Stop Z0600, Austin, TX, 78712, USA
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Devignes Q, Ren B, Clancy KJ, Howell K, Pollmann Y, Martinez-Sanchez L, Beard C, Kumar P, Rosso IM. Trauma-related intrusive memories and anterior hippocampus structural covariance: an ecological momentary assessment study in posttraumatic stress disorder. Transl Psychiatry 2024; 14:74. [PMID: 38307849 PMCID: PMC10837434 DOI: 10.1038/s41398-024-02795-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 01/09/2024] [Accepted: 01/17/2024] [Indexed: 02/04/2024] Open
Abstract
Trauma-related intrusive memories (TR-IMs) are hallmark symptoms of posttraumatic stress disorder (PTSD), but their neural correlates remain partly unknown. Given its role in autobiographical memory, the hippocampus may play a critical role in TR-IM neurophysiology. The anterior and posterior hippocampi are known to have partially distinct functions, including during retrieval of autobiographical memories. This study aimed to investigate the relationship between TR-IM frequency and the anterior and posterior hippocampi morphology in PTSD. Ninety-three trauma-exposed adults completed daily ecological momentary assessments for fourteen days to capture their TR-IM frequency. Participants then underwent anatomical magnetic resonance imaging to obtain measures of anterior and posterior hippocampal volumes. Partial least squares analysis was applied to identify a structural covariance network that differentiated the anterior and posterior hippocampi. Poisson regression models examined the relationship of TR-IM frequency with anterior and posterior hippocampal volumes and the resulting structural covariance network. Results revealed no significant relationship of TR-IM frequency with hippocampal volumes. However, TR-IM frequency was significantly negatively correlated with the expression of a structural covariance pattern specifically associated with the anterior hippocampus volume. This association remained significant after accounting for the severity of PTSD symptoms other than intrusion symptoms. The network included the bilateral inferior temporal gyri, superior frontal gyri, precuneus, and fusiform gyri. These novel findings indicate that higher TR-IM frequency in individuals with PTSD is associated with lower structural covariance between the anterior hippocampus and other brain regions involved in autobiographical memory, shedding light on the neural correlates underlying this core symptom of PTSD.
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Affiliation(s)
- Quentin Devignes
- Center for Depression, Anxiety and Stress Disorders, McLean Hospital, Belmont, MA, USA.
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
| | - Boyu Ren
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Psychiatric Biostatistics Laboratory, McLean Hospital, Belmont, MA, USA
| | - Kevin J Clancy
- Center for Depression, Anxiety and Stress Disorders, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Kristin Howell
- Center for Depression, Anxiety and Stress Disorders, McLean Hospital, Belmont, MA, USA
| | - Yara Pollmann
- Center for Depression, Anxiety and Stress Disorders, McLean Hospital, Belmont, MA, USA
| | | | - Courtney Beard
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
| | - Poornima Kumar
- Center for Depression, Anxiety and Stress Disorders, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Isabelle M Rosso
- Center for Depression, Anxiety and Stress Disorders, McLean Hospital, Belmont, MA, USA.
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
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Nkrumah RO, von Schröder C, Demirakca T, Schmahl C, Ende G. Cortical volume alteration in the superior parietal region mediates the relationship between childhood abuse and PTSD avoidance symptoms: A complementary multimodal neuroimaging study. Neurobiol Stress 2024; 28:100586. [PMID: 38045556 PMCID: PMC10689271 DOI: 10.1016/j.ynstr.2023.100586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 10/19/2023] [Accepted: 11/01/2023] [Indexed: 12/05/2023] Open
Abstract
Background Adverse childhood experiences (ACE), which can be separated into abuse and neglect, contribute to the development of post-traumatic stress symptoms (PTSS). However, which brain structures are mainly affected by ACE as well as the mediating role these brain structures play in ACE and PTSS relationship are still being investigated. The current study tested the effect of ACE on brain structure and investigated the latter's mediating role in ACE-PTSS relationship. Methods A total of 78 adults with self-reported ACE were included in this study. Participants completed the childhood trauma questionnaire (CTQ) and a Posttraumatic Stress Disorder Checklist for DSM-5 (PCL-5) to ascertain ACE history and PTSS, respectively. T1w images and diffusion MRI scans were then acquired to assess cortical morphometry and white matter (WM) integrity in fibre tracts connecting key areas where ACE-related cortical volume alterations were observed. Results The combined effect of ACE was negatively associated with total grey matter volume and local cortical area in the right superior parietal region (rSP). Childhood abuse was negatively related to right superior parietal volume after controlling for neglect and overall psychological burden. The right superior parietal volume significantly mediated the relationship between childhood abuse and avoidance-related PTSS. Post-hoc analyses showed that the indirect relation was subsequently moderated by dissociative symptoms. Lastly, a complementary examination of the WM tracts connected to abuse-associated cortical GM regions shows that abuse was negatively related to the normalised fibre density of WM tracts connected to the right superior parietal region. Conclusion We provide multimodal structural evidence that ACE in the first years of life is related to alterations in the right superior brain region, which plays a crucial role in spatial processing and attentional functioning. Additionally, we highlight that the cortical volume alteration in this region may play a role in explaining the relationship between childhood abuse and avoidance symptoms.
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Affiliation(s)
- Richard Okyere Nkrumah
- Department of Neuroimaging, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Claudius von Schröder
- Department of Psychosomatic Medicine & Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Traute Demirakca
- Department of Neuroimaging, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Christian Schmahl
- Department of Psychosomatic Medicine & Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Gabriele Ende
- Department of Neuroimaging, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
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4
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Huffman N, Shih CH, Cotton AS, Lewis TJ, Grider S, Wall JT, Wang X, Xie H. Association of age of adverse childhood experiences with thalamic volumes and post-traumatic stress disorder in adulthood. Front Behav Neurosci 2023; 17:1147686. [PMID: 37283956 PMCID: PMC10239841 DOI: 10.3389/fnbeh.2023.1147686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 05/05/2023] [Indexed: 06/08/2023] Open
Abstract
Background Adverse childhood experiences (ACEs) have been linked to brain development and mental disorders, however, the impact of the age of occurrence of ACEs on thalamic volume and post-traumatic stress disorder (PTSD) after adult trauma remains unclear. This study assessed associations between ACEs at different ages to thalamic volumes and PTSD development following acute adult trauma. Methods Seventy-nine adult trauma survivors were recruited immediately after trauma. Within 2 weeks of the traumatic event, participants completed the PTSD Checklist (PCL) to assess PTSD symptoms, the Childhood Trauma Questionnaire (CTQ) and Childhood Age Range Stress Scale (CARSS) to evaluate ACEs and perceived stress level at preschool (<6 years old) and school (6-13 years old) ages, and structural magnetic resonance imaging (sMRI) to measure thalamic volumes. Participants were divided into three groups: those who experienced no childhood trauma or stress (non-ACEs), those who experienced childhood trauma and stress onset at preschool ages (Presch-ACEs), and those who experienced childhood trauma and stress onset at school ages (Sch-ACEs). At 3 months, participants underwent PTSD symptom evaluation using the Clinician Administered PTSD Scale (CAPS). Results Adult trauma survivors in the Presch-ACEs group had higher CTQ and CAPS scores. In addition, survivors in the Presch-ACEs group had smaller thalamic volume compared to survivors in the non-ACEs and Sch-ACEs groups. Furthermore, smaller thalamic volume moderated a positive association between post-trauma 2-week PCL and subsequent 3-month CAPS scores. Discussion Earlier occurrence of ACEs was associated with smaller thalamic volume, which appears to moderate a positive association between early posttraumatic stress symptom severity and PTSD development after adult trauma. This raises the possibility that early occurrence of ACEs may impact thalamic structure, specifically a reduction in thalamic volume, and that smaller thalamic volume may contribute to susceptibility to PTSD development after adult trauma.
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Affiliation(s)
- Nickelas Huffman
- Department of Emergency Medicine, University of Toledo, Toledo, OH, United States
| | - Chia-Hao Shih
- Department of Emergency Medicine, University of Toledo, Toledo, OH, United States
| | - Andrew S. Cotton
- Department of Psychiatry, University of Toledo, Toledo, OH, United States
| | - Terrence J. Lewis
- Department of Radiology, University of Toledo, Toledo, OH, United States
| | - Stephen Grider
- Department of Emergency Medicine, University of Toledo, Toledo, OH, United States
| | - John T. Wall
- Department of Neurosciences, University of Toledo, Toledo, OH, United States
| | - Xin Wang
- Department of Psychiatry, University of Toledo, Toledo, OH, United States
| | - Hong Xie
- Department of Neurosciences, University of Toledo, Toledo, OH, United States
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5
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Ben-Zion Z, Korem N, Spiller TR, Duek O, Keynan JN, Admon R, Harpaz-Rotem I, Liberzon I, Shalev AY, Hendler T. Longitudinal volumetric evaluation of hippocampus and amygdala subregions in recent trauma survivors. Mol Psychiatry 2023; 28:657-667. [PMID: 36280750 PMCID: PMC9918676 DOI: 10.1038/s41380-022-01842-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Revised: 10/05/2022] [Accepted: 10/11/2022] [Indexed: 11/08/2022]
Abstract
The hippocampus and the amygdala play a central role in post-traumatic stress disorder (PTSD) pathogenesis. While alternations in volumes of both regions have been consistently observed in individuals with PTSD, it remains unknown whether these reflect pre-trauma vulnerability traits or acquired post-trauma consequences of the disorder. Here, we conducted a longitudinal panel study of adult civilian trauma survivors admitted to a general hospital emergency department (ED). One hundred eligible participants (mean age = 32.97 ± 10.97, n = 56 females) completed both clinical interviews and structural MRI scans at 1-, 6-, and 14-months after ED admission (alias T1, T2, and T3). While all participants met PTSD diagnosis at T1, only n = 29 still met PTSD diagnosis at T3 (a "non-Remission" Group), while n = 71 did not (a "Remission" Group). Bayesian multilevel modeling analysis showed robust evidence for smaller right hippocampus volume (P+ of ~0.014) and moderate evidence for larger left amygdala volume (P+ of ~0.870) at T1 in the "non-Remission" group, compared to the "Remission" group. Subregion analysis further demonstrated robust evidence for smaller volume in the subiculum and right CA1 hippocampal subregions (P+ of ~0.021-0.046) in the "non-Remission" group. No time-dependent volumetric changes (T1 to T2 to T3) were observed across all participants or between groups. Results support the "vulnerability trait" hypothesis, suggesting that lower initial volumes of specific hippocampus subregions are associated with non-remitting PTSD. The stable volume of all hippocampal and amygdala subregions does not support the idea of consequential, progressive, stress-related atrophy during the first critical year following trauma exposure.
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Affiliation(s)
- Ziv Ben-Zion
- Yale School of Medicine, Yale University, New Haven, CT, USA.
- US Department of Veterans Affairs National Center for PTSD, Clinical Neuroscience Division, VA Connecticut Healthcare System, West Haven, CT, USA.
- Sagol Brain Institute Tel Aviv, Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.
| | - Nachshon Korem
- Yale School of Medicine, Yale University, New Haven, CT, USA
- US Department of Veterans Affairs National Center for PTSD, Clinical Neuroscience Division, VA Connecticut Healthcare System, West Haven, CT, USA
| | - Tobias R Spiller
- Yale School of Medicine, Yale University, New Haven, CT, USA
- US Department of Veterans Affairs National Center for PTSD, Clinical Neuroscience Division, VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Consultation-Liaison Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Or Duek
- Yale School of Medicine, Yale University, New Haven, CT, USA
- US Department of Veterans Affairs National Center for PTSD, Clinical Neuroscience Division, VA Connecticut Healthcare System, West Haven, CT, USA
| | - Jackob Nimrod Keynan
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Roee Admon
- School of Psychological Sciences, University of Haifa, Haifa, Israel
- The Integrated Brain and Behavior Research Center (IBBRC), University of Haifa, Haifa, Israel
| | - Ilan Harpaz-Rotem
- Yale School of Medicine, Yale University, New Haven, CT, USA
- US Department of Veterans Affairs National Center for PTSD, Clinical Neuroscience Division, VA Connecticut Healthcare System, West Haven, CT, USA
- Wu Tsai Institute, Yale University, New Haven, CT, USA
- Department of Psychology, Yale University, New Haven, CT, USA
| | - Israel Liberzon
- Department of Psychiatry, College of Medicine, Texas A&M, College Station, TX, USA
| | - Arieh Y Shalev
- Department of Psychiatry, NYU Grossman School of Medicine, New York City, NY, USA
| | - Talma Hendler
- Sagol Brain Institute Tel Aviv, Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
- Faculty of Social Sciences and Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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Kim EG, Chang W, Shin S, Adhikari AS, Seol GH, Song DY, Min SS. Maternal separation in mice leads to anxiety-like/aggressive behavior and increases immunoreactivity for glutamic acid decarboxylase and parvalbumin in the adolescence ventral hippocampus. THE KOREAN JOURNAL OF PHYSIOLOGY & PHARMACOLOGY : OFFICIAL JOURNAL OF THE KOREAN PHYSIOLOGICAL SOCIETY AND THE KOREAN SOCIETY OF PHARMACOLOGY 2023; 27:113-125. [PMID: 36575939 PMCID: PMC9806646 DOI: 10.4196/kjpp.2023.27.1.113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 10/31/2022] [Accepted: 10/31/2022] [Indexed: 12/29/2022]
Abstract
It has been reported that stressful events in early life influence behavior in adulthood and are associated with different psychiatric disorders, such as major depression, post-traumatic stress disorder, bipolar disorder, and anxiety disorder. Maternal separation (MS) is a representative animal model for reproducing childhood stress. It is used as an animal model for depression, and has well-known effects, such as increasing anxiety behavior and causing abnormalities in the hypothalamic-pituitary-adrenal (HPA) axis. This study investigated the effect of MS on anxiety or aggression-like behavior and the number of GABAergic neurons in the hippocampus. Mice were separated from their dams for four hours per day for 19 d from postnatal day two. Elevated plus maze (EPM) test, resident-intruder (RI) test, and counted glutamic acid decarboxylase 67 (GAD67) or parvalbumin (PV) positive cells in the hippocampus were executed using immunohistochemistry. The maternal segregation group exhibited increased anxiety and aggression in the EPM test and the RI test. GAD67-positive neurons were increased in the hippocampal regions we observed: dentate gyrus (DG), CA3, CA1, subiculum, presubiculum, and parasubiculum. PV-positive neurons were increased in the DG, CA3, presubiculum, and parasubiculum. Consistent with behavioral changes, corticosterone was increased in the MS group, suggesting that the behavioral changes induced by MS were expressed through the effect on the HPA axis. Altogether, MS alters anxiety and aggression levels, possibly through alteration of cytoarchitecture and output of the ventral hippocampus that induces the dysfunction of the HPA axis.
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Affiliation(s)
- Eu-Gene Kim
- Department of Anatomy and Neuroscience, Eulji University School of Medicine, Daejeon 35233, Korea
| | - Wonseok Chang
- Department of Physiology and Biophysics, Eulji University School of Medicine, Daejeon 35233, Korea
| | - SangYep Shin
- Department of Physiology and Biophysics, Eulji University School of Medicine, Daejeon 35233, Korea,Department of Neural Development and Disease, Korea Brain Research Institute, Daegu 41062, Korea
| | - Anjana Silwal Adhikari
- Department of Physiology and Biophysics, Eulji University School of Medicine, Daejeon 35233, Korea
| | - Geun Hee Seol
- Department of Basic Nursing Science, Korea University School of Nursing, Seoul 02841, Korea
| | - Dae-Yong Song
- Department of Anatomy and Neuroscience, Eulji University School of Medicine, Daejeon 35233, Korea,Correspondence Dae-Yong Song, E-mail: , Sun Seek Min, E-mail:
| | - Sun Seek Min
- Department of Physiology and Biophysics, Eulji University School of Medicine, Daejeon 35233, Korea,Correspondence Dae-Yong Song, E-mail: , Sun Seek Min, E-mail:
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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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8
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Jiang YL, Wang XS, Li XB, Liu A, Fan QY, Yang L, Feng B, Zhang K, Lu L, Qi JY, Yang F, Song DK, Wu YM, Zhao MG, Liu SB. Tanshinone IIA improves contextual fear- and anxiety-like behaviors in mice via the CREB/BDNF/TrkB signaling pathway. Phytother Res 2022; 36:3932-3948. [PMID: 35801985 DOI: 10.1002/ptr.7540] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 05/27/2022] [Accepted: 06/11/2022] [Indexed: 11/11/2022]
Abstract
Posttraumatic stress disorder (PTSD) is one of the most common psychiatric diseases, which is characterized by the typical symptoms such as re-experience, avoidance, and hyperarousal. However, there are few drugs for PTSD treatment. In this study, conditioned fear and single-prolonged stress were employed to establish PTSD mouse model, and we investigated the effects of Tanshinone IIA (TanIIA), a natural product isolated from traditional Chinese herbal Salvia miltiorrhiza, as well as the underlying mechanisms in mice. The results showed that the double stress exposure induced obvious PTSD-like symptoms, and TanIIA administration significantly decreased freezing time in contextual fear test and relieved anxiety-like behavior in open field and elevated plus maze tests. Moreover, TanIIA increased the spine density and upregulated synaptic plasticity-related proteins as well as activated CREB/BDNF/TrkB signaling pathway in the hippocampus. Blockage of CREB remarkably abolished the effects of TanIIA in PTSD model mice and reversed the upregulations of p-CREB, BDNF, TrkB, and synaptic plasticity-related protein induced by TanIIA. The molecular docking simulation indicated that TanIIA could interact with the CREB-binding protein. These findings indicate that TanIIA ameliorates PTSD-like behaviors in mice by activating the CREB/BDNF/TrkB pathway, which provides a basis for PTSD treatment.
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Affiliation(s)
- Yong-Li Jiang
- Precision Pharmacy & Drug Development Center, Department of Pharmacy, Tangdu Hospital, Fourth Military Medical University, Xi'an, China
| | - Xin-Shang Wang
- Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, China
| | - Xu-Bo Li
- Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, China
| | - An Liu
- Precision Pharmacy & Drug Development Center, Department of Pharmacy, Tangdu Hospital, Fourth Military Medical University, Xi'an, China
| | - Qing-Yu Fan
- Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, China
| | - Le Yang
- Precision Pharmacy & Drug Development Center, Department of Pharmacy, Tangdu Hospital, Fourth Military Medical University, Xi'an, China
| | - Ban Feng
- Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, China
| | - Kun Zhang
- Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, China
| | - Liang Lu
- Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, China
| | - Jing-Yu Qi
- Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, China
| | - Fan Yang
- Precision Pharmacy & Drug Development Center, Department of Pharmacy, Tangdu Hospital, Fourth Military Medical University, Xi'an, China
| | - Da-Ke Song
- Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, China
| | - Yu-Mei Wu
- Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, China
| | - Ming-Gao Zhao
- Precision Pharmacy & Drug Development Center, Department of Pharmacy, Tangdu Hospital, Fourth Military Medical University, Xi'an, China
| | - Shui-Bing Liu
- Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, China
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9
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Tartt AN, Mariani MB, Hen R, Mann JJ, Boldrini M. Dysregulation of adult hippocampal neuroplasticity in major depression: pathogenesis and therapeutic implications. Mol Psychiatry 2022; 27:2689-2699. [PMID: 35354926 PMCID: PMC9167750 DOI: 10.1038/s41380-022-01520-y] [Citation(s) in RCA: 120] [Impact Index Per Article: 60.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 02/22/2022] [Accepted: 03/09/2022] [Indexed: 02/07/2023]
Abstract
Major depressive disorder (MDD) was previously hypothesized to be a disease of monoamine deficiency in which low levels of monoamines in the synaptic cleft were believed to underlie depressive symptoms. More recently, however, there has been a paradigm shift toward a neuroplasticity hypothesis of depression in which downstream effects of antidepressants, such as increased neurogenesis, contribute to improvements in cognition and mood. This review takes a top-down approach to assess how changes in behavior and hippocampal-dependent circuits may be attributed to abnormalities at the molecular, structural, and synaptic level. We conclude with a discussion of how antidepressant treatments share a common effect in modulating neuroplasticity and consider outstanding questions and future perspectives.
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Affiliation(s)
| | | | - Rene Hen
- Departments of Psychiatry, Columbia University, New York, NY, USA
- Neuroscience, Columbia University, New York, NY, USA
- Pharmacology, Columbia University, New York, NY, USA
- Integrative Neuroscience, NYS Psychiatric Institute, New York, NY, USA
| | - J John Mann
- Departments of Psychiatry, Columbia University, New York, NY, USA
- Molecular Imaging and Neuropathology, NYS Psychiatric Institute, New York, NY, USA
| | - Maura Boldrini
- Departments of Psychiatry, Columbia University, New York, NY, USA.
- Molecular Imaging and Neuropathology, NYS Psychiatric Institute, New York, NY, USA.
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10
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Xie H, Huffman N, Shih CH, Cotton AS, Buehler M, Brickman KR, Wall JT, Wang X. Adverse childhood experiences associate with early post-trauma thalamus and thalamic nuclei volumes and PTSD development in adulthood. Psychiatry Res Neuroimaging 2022; 319:111421. [PMID: 34864509 PMCID: PMC8724406 DOI: 10.1016/j.pscychresns.2021.111421] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 10/14/2021] [Accepted: 10/28/2021] [Indexed: 01/03/2023]
Abstract
Adverse childhood experiences (ACEs) potentially contribute to posttraumatic stress disorder (PTSD) after adult trauma exposure, but underlying brain changes remain unclear. The present study tested relationships between ACEs, whole thalamus and thalamic nuclei volumes, and post-trauma stress symptoms (PTSS) after adult trauma. Trauma survivors (n = 101) completed the Childhood Trauma Questionnaire (CTQ), the PTSD checklist-special stressor version 5 (PCL), and a structural magnetic resonance imaging (sMRI) scan within post-trauma 2 weeks. At post-trauma 3 months, survivors completed a second PCL survey and a PTSD diagnosis interview using the Clinician-Administered PTSD Scale (CAPS). CTQ scores significantly positively correlated with PCL scores at post-trauma 2 weeks and 3 months (respective p's < 0.01 and < 0.001). CTQ scores significantly negatively correlated with whole thalamus and 7 thalamic nuclei volumes at post-trauma 2 weeks in the PTSD (N = 50), but not the non-PTSD (N = 51) group. Whole thalamus and 22 nuclei volumes significantly negatively correlated with PCL scores at post-trauma 3 months in the PTSD, but not the non-PTSD group. These results suggest ACEs negatively influence early post-trauma thalamic volumes which, in turn, are negatively associated with PTSS in survivors who develop PTSD.
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Affiliation(s)
- Hong Xie
- Department of Neurosciences, University of Toledo, Toledo, OH, United States of America.
| | - Nickelas Huffman
- Department of Emergency Medicine, University of Toledo, Toledo, OH, United States of America
| | - Chia-Hao Shih
- Department of Emergency Medicine, University of Toledo, Toledo, OH, United States of America
| | - Andrew S Cotton
- Department of Psychiatry, University of Toledo, Toledo, OH, United States of America
| | - Mark Buehler
- Department of Radiology, University of Toledo, Toledo, OH, United States of America
| | - Kristopher R Brickman
- Department of Emergency Medicine, University of Toledo, Toledo, OH, United States of America
| | - John T Wall
- Department of Neurosciences, University of Toledo, Toledo, OH, United States of America
| | - Xin Wang
- Department of Psychiatry, University of Toledo, Toledo, OH, United States of America
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11
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Roeckner AR, Oliver KI, Lebois LAM, van Rooij SJH, Stevens JS. Neural contributors to trauma resilience: a review of longitudinal neuroimaging studies. Transl Psychiatry 2021; 11:508. [PMID: 34611129 PMCID: PMC8492865 DOI: 10.1038/s41398-021-01633-y] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 09/02/2021] [Accepted: 09/14/2021] [Indexed: 12/15/2022] Open
Abstract
Resilience in the face of major life stressors is changeable over time and with experience. Accordingly, differing sets of neurobiological factors may contribute to an adaptive stress response before, during, and after the stressor. Longitudinal studies are therefore particularly effective in answering questions about the determinants of resilience. Here we provide an overview of the rapidly-growing body of longitudinal neuroimaging research on stress resilience. Despite lingering gaps and limitations, these studies are beginning to reveal individual differences in neural circuit structure and function that appear protective against the emergence of future psychopathology following a major life stressor. Here we outline a neural circuit model of resilience to trauma. Specifically, pre-trauma biomarkers of resilience show that an ability to modulate activity within threat and salience networks predicts fewer stress-related symptoms. In contrast, early post-trauma biomarkers of subsequent resilience or recovery show a more complex pattern, spanning a number of major circuits including attention and cognitive control networks as well as primary sensory cortices. This novel synthesis suggests stress resilience may be scaffolded by stable individual differences in the processing of threat cues, and further buttressed by post-trauma adaptations to the stressor that encompass multiple mechanisms and circuits. More attention and resources supporting this work will inform the targets and timing of mechanistic resilience-boosting interventions.
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Affiliation(s)
- Alyssa R. Roeckner
- grid.189967.80000 0001 0941 6502Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA USA
| | - Katelyn I. Oliver
- grid.189967.80000 0001 0941 6502Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA USA
| | - Lauren A. M. Lebois
- grid.240206.20000 0000 8795 072XDivision of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA USA ,grid.38142.3c000000041936754XDepartment of Psychiatry, Harvard Medical School, Boston, MA USA
| | - Sanne J. H. van Rooij
- grid.189967.80000 0001 0941 6502Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA USA
| | - Jennifer S. Stevens
- grid.189967.80000 0001 0941 6502Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA USA
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12
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Weis CN, Webb EK, Huggins AA, Kallenbach M, Miskovich TA, Fitzgerald JM, Bennett KP, Krukowski JL, deRoon-Cassini TA, Larson CL. Stability of hippocampal subfield volumes after trauma and relationship to development of PTSD symptoms. Neuroimage 2021; 236:118076. [PMID: 33878374 PMCID: PMC8284190 DOI: 10.1016/j.neuroimage.2021.118076] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 03/01/2021] [Accepted: 04/08/2021] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND The hippocampus plays a central role in post-traumatic stress disorder (PTSD) pathogenesis, and the majority of neuroimaging research on PTSD has studied the hippocampus in its entirety. Although extensive literature demonstrates changes in hippocampal volume are associated with PTSD, fewer studies have probed the relationship between symptoms and the hippocampus' functionally and structurally distinct subfields. We utilized data from a longitudinal study examining post-trauma outcomes to determine whether hippocampal subfield volumes change post-trauma and whether specific subfields are significantly associated with, or prospectively related to, PTSD symptom severity. As a secondary aim, we leveraged our unique study design sample to also investigate reliability of hippocampal subfield volumes using both cross-sectional and longitudinal pipelines available in FreeSurfer v6.0. METHODS Two-hundred and fifteen traumatically injured individuals were recruited from an urban Emergency Department. Two-weeks post-injury, participants underwent two consecutive days of neuroimaging (time 1: T1, and time 2: T2) with magnetic resonance imaging (MRI) and completed self-report assessments. Six-months later (time 3: T3), participants underwent an additional scan and were administered a structured interview assessing PTSD symptoms. First, we calculated reliability of hippocampal measurements at T1 and T2 (automatically segmented with FreeSurfer v6.0). We then examined the prospective (T1 subfields) and cross-sectional (T3 subfields) relationship between volumes and PTSD. Finally, we tested whether change in subfield volumes between T1 and T3 explained PTSD symptom variability. RESULTS After controlling for sex, age, and total brain volume, none of the subfield volumes (T1) were prospectively related to T3 PTSD symptoms nor were subfield volumes (T3) associated with current PTSD symptoms (T3). Tl - T2 reliability of all hippocampal subfields ranged from good to excellent (intraclass correlation coefficient (ICC) values > 0.83), with poorer reliability in the hippocampal fissure. CONCLUSION Our study was a novel examination of the prospective relationship between hippocampal subfield volumes in relation to PTSD in a large trauma-exposed urban sample. There was no significant relationship between subfield volumes and PTSD symptoms, however, we confirmed FreeSurfer v6.0 hippocampal subfield segmentation is reliable when applied to a traumatically-injured sample, using both cross-sectional and longitudinal analysis pipelines. Although hippocampal subfield volumes may be an important marker of individual variability in PTSD, findings are likely conditional on the timing of the measurements (e.g. acute or chronic post-trauma periods) and analysis strategy (e.g. cross-sectional or prospective).
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Affiliation(s)
- C N Weis
- University of Wisconsin Milwaukee, Psychology, Department of Psychology, 334 Garland Hall, 2441 E. Hartford Ave, Milwaukee, WI 53211, United States.
| | - E K Webb
- University of Wisconsin Milwaukee, Psychology, Department of Psychology, 334 Garland Hall, 2441 E. Hartford Ave, Milwaukee, WI 53211, United States
| | - A A Huggins
- University of Wisconsin Milwaukee, Psychology, Department of Psychology, 334 Garland Hall, 2441 E. Hartford Ave, Milwaukee, WI 53211, United States
| | - M Kallenbach
- University of Wisconsin Milwaukee, Psychology, Department of Psychology, 334 Garland Hall, 2441 E. Hartford Ave, Milwaukee, WI 53211, United States
| | - T A Miskovich
- University of Wisconsin Milwaukee, Psychology, Department of Psychology, 334 Garland Hall, 2441 E. Hartford Ave, Milwaukee, WI 53211, United States
| | - J M Fitzgerald
- University of Wisconsin Milwaukee, Psychology, Department of Psychology, 334 Garland Hall, 2441 E. Hartford Ave, Milwaukee, WI 53211, United States
| | - K P Bennett
- University of Wisconsin Milwaukee, Psychology, Department of Psychology, 334 Garland Hall, 2441 E. Hartford Ave, Milwaukee, WI 53211, United States
| | - J L Krukowski
- University of Wisconsin Milwaukee, Psychology, Department of Psychology, 334 Garland Hall, 2441 E. Hartford Ave, Milwaukee, WI 53211, United States
| | - T A deRoon-Cassini
- University of Wisconsin Milwaukee, Psychology, Department of Psychology, 334 Garland Hall, 2441 E. Hartford Ave, Milwaukee, WI 53211, United States
| | - C L Larson
- University of Wisconsin Milwaukee, Psychology, Department of Psychology, 334 Garland Hall, 2441 E. Hartford Ave, Milwaukee, WI 53211, United States
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13
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Bremner JD, Hoffman M, Afzal N, Cheema FA, Novik O, Ashraf A, Brummer M, Nazeer A, Goldberg J, Vaccarino V. The environment contributes more than genetics to smaller hippocampal volume in Posttraumatic Stress Disorder (PTSD). J Psychiatr Res 2021; 137:579-588. [PMID: 33168198 PMCID: PMC8345282 DOI: 10.1016/j.jpsychires.2020.10.042] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 10/27/2020] [Accepted: 10/28/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND Studies using structural magnetic resonance imaging (MRI) volumetrics showed smaller hippocampal volume in patients with post-traumatic stress disorder (PTSD). These studies were cross-sectional and did not address whether smaller volume is secondary to stress-induced damage, or whether pre-existing factors account for the findings. The purpose of this study was to use a co-twin case control design to assess the relative contribution of genetic and environmental factors to hippocampal volume in PTSD. METHODS Monozygotic (N = 13 pairs) and dizygotic (N = 21 pairs) twins with a history of Vietnam Era military service, where one brother went to Vietnam and developed PTSD, while his brother did not go to Vietnam or develop PTSD, underwent MR imaging of the brain. Structural MRI scans were used to manually outline the left and right hippocampus on multiple coronal slices, add the areas and adjust for slice thickness to determine hippocampal volume. RESULTS Twins with Vietnam combat-related PTSD had a mean 11% smaller right hippocampal volume in comparison to their twin brothers without combat exposure or PTSD (p < .05). There was no significant interaction by zygosity, suggesting that this was not a predisposing risk factor or genetic effect. CONCLUSIONS These findings are consistent with smaller hippocampal volume in PTSD, and suggest that the effects are primarily due to environmental effects such as the stress of combat.
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Affiliation(s)
- J. Douglas Bremner
- Departments of Psychiatry and Behavioral Sciences, USA, Radiology, and Medicine (Cardiology), USA, Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA, Corresponding author. Dept of Psychiatry & Behavioral Sciences, Emory University School of Medicine, 12 Executive Park Dr NE, USA. (J.D. Bremner)
| | | | - Nadeem Afzal
- Departments of Psychiatry and Behavioral Sciences, USA
| | - Faiz A. Cheema
- Departments of Psychiatry and Behavioral Sciences, USA, The Vietnam Era Twin Registry, Seattle Veterans Administration Epidemiology Research, USA
| | - Olga Novik
- Departments of Psychiatry and Behavioral Sciences, USA, The Vietnam Era Twin Registry, Seattle Veterans Administration Epidemiology Research, USA
| | - Ali Ashraf
- Departments of Psychiatry and Behavioral Sciences, USA
| | | | - Ahsan Nazeer
- Departments of Psychiatry and Behavioral Sciences, USA
| | - Jack Goldberg
- Information Center and Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Viola Vaccarino
- Emory University School of Medicine, Atlanta GA; Atlanta VAMC, Decatur, GA, USA, The Vietnam Era Twin Registry, Seattle Veterans Administration Epidemiology Research, USA
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14
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Su Q, Liu M, Jiang M, Wang Y, Ma X, Li S, Xie J. Involvement of calcineurin/NFATc4 pathway in a single-prolonged stress-based rat model of post-traumatic stress disorder. Mol Biol Rep 2019; 46:6197-6204. [PMID: 31486013 DOI: 10.1007/s11033-019-05055-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 08/29/2019] [Indexed: 12/11/2022]
Abstract
Post-traumatic stress disorder (PTSD) is a mental disease associated with the exposure of traumatic stress, and results in the structural and functional changes of hippocampus. Calcineurin (CaN), a calcium/calmodulin-regulated protein phosphatase ubiquitously expressed in brain, has a very important role in the fear extinction, neuronal structure and neuronal excitability. With CaN activation, its down target nuclear factor of activated T cells (NFATs) dephosphorylated and then translocated from the cytoplasm to the nucleus to affect neuronal function, resulting in the function changes of brain structure such as hippocampus. Increasing evidence has suggested that CaN/NFATs signaling are involved in the regulation of mental disorders like Alzheimer's disease, depression, while little is known about its effects on the molecular mechanisms on PTSD. This study seek to know the relationship between PTSD and CaN/NFATc4 pathway, and to detect whether CaN/NFATc4 pathway are involved in the hippocampus dysfunctions in a single-prolonged stress (SPS)-based rat model of PTSD. Our results have showed that after 4 days exposed to SPS, the protein expression of CaN up-regulated and the NFATc4 dephosphorylated and imported into the nucleus; while at the 7 and 14 day exposed to SPS, with the down-regulation of CaN, the expression of phosphorylate-NFATc4 increased. Our results show that CaN/NFATc4 pathway were involved in the development of PTSD model, which suggested that the changes of CaN/NFATc4 pathway may be one of the pathological molecular mechanism in the dysfunction of hippocampus in PTSD.
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Affiliation(s)
- Qiuxiang Su
- Morphological Experimental Center, Shenyang Medical College, Shenyang, 110034, People's Republic of China
| | - Moujie Liu
- Department of Cardiology, The First Hospital of China Medical University, Shenyang, 110001, People's Republic of China
| | - Miao Jiang
- Department of Clinical Medicine, Shenyang Medical College, Shenyang, 110034, People's Republic of China
| | - Yuejia Wang
- Department of Clinical Medicine, Shenyang Medical College, Shenyang, 110034, People's Republic of China
| | - Xintong Ma
- Department of Clinical Medicine, Shenyang Medical College, Shenyang, 110034, People's Republic of China
| | - Sihui Li
- Department of Clinical Medicine, Shenyang Medical College, Shenyang, 110034, People's Republic of China
| | - Juhua Xie
- Department of Histology and Embryology, Basic Medical Sciences College, Shenyang Medical College, Shenyang, 110034, People's Republic of China.
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