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Chiacchierini G, Mancini GF, Di Cesare B, Romanelli L, Morena M, Campolongo P. A behavioral screening method for predicting PTSD-like phenotypes: Novel application to female rats. J Neurosci Methods 2025; 416:110380. [PMID: 39875080 DOI: 10.1016/j.jneumeth.2025.110380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Revised: 01/21/2025] [Accepted: 01/23/2025] [Indexed: 01/30/2025]
Abstract
BACKGROUND Only a small percentage of trauma-exposed subjects develop PTSD, with females being twice as likely. Most rodent models focus on males and fail to account for inter-individual variability in females. NEW METHOD We tested a behavioral PTSD model in female rats to distinguish between susceptible and resilient individuals. In Experiment 1, female rats underwent footshocks paired with social isolation, a PTSD risk factor. They were re-exposed to the conditioned context to test memory retention, and assessed in the Elevated Plus Maze (EPM) and Social Interaction (SI) tests for anxiety and social behavior. RESULTS Footshock-exposed rats showed fear memory retention up to 16 days, indicated by elevated freezing behavior during re-exposure. They also exhibited reduced exploration in the EPM and less SI time compared to controls. In Experiment 2, we classified rats into normal responders, susceptible, and resilient groups based on locomotor activity after trauma, correlating with memory retention and anxiety. COMPARISON WITH EXISTING METHODS Unlike existing models focused on males and lacking predictive variables before trauma, our method identifies PTSD-like susceptibility and resilience in female rats by using exploratory behavior as a predictor before trauma exposure. CONCLUSIONS Exploratory activity in a novel environment after trauma and before extinction is a reliable predictor of PTSD-like phenotypes and differentiates between susceptible and resilient female rats.
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Affiliation(s)
- Giulia Chiacchierini
- Dept. of Physiology and Pharmacology, Sapienza University of Rome, Rome 00185, Italy; Neuropharmacology Unit, IRCCS Santa Lucia Foundation, Rome 00143, Italy
| | | | - Benedetta Di Cesare
- Dept. of Physiology and Pharmacology, Sapienza University of Rome, Rome 00185, Italy
| | - Luca Romanelli
- Dept. of Physiology and Pharmacology, Sapienza University of Rome, Rome 00185, Italy
| | - Maria Morena
- Dept. of Physiology and Pharmacology, Sapienza University of Rome, Rome 00185, Italy; Neuropharmacology Unit, IRCCS Santa Lucia Foundation, Rome 00143, Italy
| | - Patrizia Campolongo
- Dept. of Physiology and Pharmacology, Sapienza University of Rome, Rome 00185, Italy; Neuropharmacology Unit, IRCCS Santa Lucia Foundation, Rome 00143, Italy.
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2
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Lo Y, Yi PL, Hsiao YT, Lee TY, Chang FC. A prolonged stress rat model recapitulates some PTSD-like changes in sleep and neuronal connectivity. Commun Biol 2023; 6:716. [PMID: 37438582 DOI: 10.1038/s42003-023-05090-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 07/02/2023] [Indexed: 07/14/2023] Open
Abstract
Chronic post-traumatic stress disorder (PTSD) exhibits psychological abnormalities during fear memory processing in rodent models. To simulate long-term impaired fear extinction in PTSD patients, we constructed a seven-day model with multiple prolonged stress (MPS) by modifying manipulation repetitions, intensity, and unpredictability of stressors. Behavioral and neural changes following MPS conveyed longitudinal PTSD-like effects in rats for 6 weeks. Extended fear memory was estimated through fear retrieval induced-freezing behavior and increased long-term serum corticosterone concentrations after MPS manipulation. Additionally, memory retrieval and behavioral anxiety tasks continued enhancing theta oscillation activity in the prefrontal cortex-basal lateral amygdala-ventral hippocampus pathway for an extended period. Moreover, MPS and remote fear retrieval stimuli disrupted sleep-wake activities to consolidate fear memory. Our prolonged fear memory, neuronal connectivity, anxiety, and sleep alteration results demonstrated integrated chronic PTSD symptoms in an MPS-induced rodent model.
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Affiliation(s)
- Yun Lo
- Department of Veterinary Medicine, School of Veterinary Medicine, National Taiwan University, Taipei, 10617, Taiwan
| | - Pei-Lu Yi
- Department of Sport Management, College of Tourism, Leisure and Sports, Aletheia University, New Taipei City, 25103, Taiwan.
| | - Yi-Tse Hsiao
- Department of Veterinary Medicine, School of Veterinary Medicine, National Taiwan University, Taipei, 10617, Taiwan
| | - Tung-Yen Lee
- Graduate Institute of Brain & Mind Sciences, College of Medicine, National Taiwan University, Taipei, 110225, Taiwan
| | - Fang-Chia Chang
- Department of Veterinary Medicine, School of Veterinary Medicine, National Taiwan University, Taipei, 10617, Taiwan.
- Graduate Institute of Brain & Mind Sciences, College of Medicine, National Taiwan University, Taipei, 110225, Taiwan.
- Neurobiology & Cognitive Science Center, National Taiwan University, Taipei, 10617, Taiwan.
- Graduate Institute of Acupuncture Science, College of Chinese Medicine, China Medical University, Taichung, 40402, Taiwan.
- Department of Medicine, College of Medicine, China Medical University, Taichung, 40402, Taiwan.
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3
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Tanelian A, Nankova B, Cheriyan A, Arens C, Hu F, Sabban EL. Differences in gut microbiota associated with stress resilience and susceptibility to single prolonged stress in female rodents. Neurobiol Stress 2023; 24:100533. [PMID: 36970450 PMCID: PMC10034505 DOI: 10.1016/j.ynstr.2023.100533] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 03/01/2023] [Accepted: 03/03/2023] [Indexed: 03/11/2023] Open
Abstract
Exposure to traumatic stress is a major risk factor for the development of neuropsychiatric disorders in a subpopulation of individuals, whereas others remain resilient. The determinants of resilience and susceptibility remain unclear. Here, we aimed to characterize the microbial, immunological, and molecular differences between stress-susceptible and stress-resilient female rats before and after exposure to a traumatic experience. Animals were randomly divided into unstressed controls (n = 10) and experimental groups (n = 16) exposed to Single Prolonged Stress (SPS), an animal model of PTSD. Fourteen days later, all rats underwent a battery of behavioral tests and were sacrificed the following day to collect different organs. Stool samples were collected before and after SPS. Behavioral analyses revealed divergent responses to SPS. The SPS treated animals were further subdivided into SPS-resilient (SPS-R) and SPS-susceptible (SPS-S) subgroups. Comparative analysis of fecal 16S sequencing before and after SPS exposure indicated significant differences in the gut microbial composition, functionality, and metabolites of the SPS-R and SPS-S subgroups. In line with the observed distinct behavioral phenotypes, the SPS-S subgroup displayed higher blood-brain barrier permeability and neuroinflammation relative to the SPS-R and/or controls. These results indicate, for the first time, pre-existing and trauma-induced differences in the gut microbial composition and functionality of female rats that relate to their ability to cope with traumatic stress. Further characterization of these factors will be crucial for understanding susceptibility and fostering resilience, especially in females, who are more likely than males to develop mood disorders.
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4
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Denny RR, Connelly KL, Ghilotti MG, Meissler JJ, Yu D, Eisenstein TK, Unterwald EM. Artificial Intelligence Identified Resilient and Vulnerable Female Rats After Traumatic Stress and Ethanol Exposure: Investigation of Neuropeptide Y Pathway Regulation. Front Neurosci 2021; 15:772946. [PMID: 34975380 PMCID: PMC8716605 DOI: 10.3389/fnins.2021.772946] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Accepted: 11/18/2021] [Indexed: 11/13/2022] Open
Abstract
Post-traumatic stress disorder (PTSD) is initiated by traumatic-stress exposure and manifests into a collection of symptoms including increased anxiety, sleep disturbances, enhanced response to triggers, and increased sympathetic nervous system arousal. PTSD is highly co-occurring with alcohol use disorder. Only some individuals experiencing traumatic stress develop PTSD and a subset of individuals with PTSD develop co-occurring alcohol use disorder. To investigate the basis of these individual responses to traumatic stress, single prolonged stress (SPS) a rodent model of traumatic stress was applied to young adult female rats. Individual responses to SPS were characterized by measuring anxiety-like behaviors with open field and elevated plus maze tests. Rats were then allowed to drink ethanol under an intermittent two bottle choice procedure for 8 weeks, and ethanol consumption was measured. An artificial intelligence algorithm was built to predict resilient and vulnerable individuals based on data from anxiety testing and ethanol consumption. This model was implemented in a second cohort of rats that underwent SPS without ethanol drinking to identify resilient and vulnerable individuals for further study. Analysis of neuropeptide Y (NPY) levels and expression of its receptors Y1R and Y2R mRNA in the central nucleus of the amygdala (CeA), basolateral amygdala (BLA), and bed nucleus stria terminalis (BNST) were performed. Results demonstrate that resilient rats had higher expression of Y2R mRNA in the CeA compared with vulnerable and control rats and had higher levels of NPY protein in the BNST compared to controls. The results of the study show that an artificial intelligence algorithm can identify individual differences in response to traumatic stress which can be used to predict subsequent ethanol drinking, and the NPY pathway is differentially altered following traumatic stress exposure in resilient and vulnerable populations. Understanding neurochemical alterations following traumatic-stress exposure is critical in developing prevention strategies for the vulnerable phenotype and will help further development of novel therapeutic approaches for individuals suffering from PTSD and at risk for alcohol use disorder.
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Affiliation(s)
- Ray R. Denny
- Center for Substance Abuse Research, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
| | - Krista L. Connelly
- Center for Substance Abuse Research, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
| | - Marco G. Ghilotti
- Center for Substance Abuse Research, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
| | - Joseph J. Meissler
- Center for Substance Abuse Research, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
| | - Daohai Yu
- Center for Biostatistics and Epidemiology, Department of Biomedical Education and Data Science, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
| | - Toby K. Eisenstein
- Center for Substance Abuse Research, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States,Department of Neural Sciences, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
| | - Ellen M. Unterwald
- Center for Substance Abuse Research, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States,Department of Neural Sciences, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States,*Correspondence: Ellen M. Unterwald,
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5
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Lguensat A, Boudjafad Z, Giorla E, Bennis M, Baunez C, Garcia R, Ba-M'hamed S. Repeated ethanol exposure following avoidance conditioning impairs avoidance extinction and modifies conditioning-associated prefrontal dendritic changes in a mouse model of post-traumatic stress disorder. Eur J Neurosci 2021; 54:7710-7732. [PMID: 34670326 DOI: 10.1111/ejn.15499] [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: 04/06/2021] [Revised: 09/30/2021] [Accepted: 10/06/2021] [Indexed: 11/28/2022]
Abstract
Treatment of post-traumatic stress disorder is complicated by the presence of alcohol use disorder comorbidity. Little is known about the underlying brain mechanisms. We have recently shown, in mice, that the post-traumatic stress disorder-like phenotype is characterised by the increase and decrease in total dendritic number and length in the prelimbic and infralimbic areas of the medial prefrontal cortex, respectively. Here, we examined whether repeated ethanol exposure would exacerbate these changes and whether this would be associated with difficulty to extinguish passive avoidance behaviour, as an indicator of treatment resistance. We also analysed whether other known trauma-associated changes, like increased or decreased corticosterone and decreased brain-derived neurotrophic factor levels, would also be exacerbated. Male mice underwent trauma exposure (1.5-mA footshock), followed, 8 days later, by a conditioned place preference training with ethanol. Tests for fear sensitization, passive avoidance, anxiety-like behaviour, extinction acquisition and relapse susceptibility were used to assess behaviour changes. Plasma corticosterone and brain-derived neurotrophic factor levels and prefrontal dendritic changes were subsequently measured. Trauma-susceptible mice exposed to ethanol acquired a strong place preference and behaved differently from those not exposed to ethanol, with delayed avoidance extinction and higher avoidance relapse vulnerability. Ethanol potentiated trauma-associated dendritic changes in the prelimbic area and suppressed trauma-associated dendritic changes in the infralimbic area. However, ethanol had no effect on trauma-induced increased corticosterone and decreased brain-derived neurotrophic factor levels. These data suggest that the modification of prefrontal trauma-related changes, due to alcohol use, can characterise, and probably support, treatment-resistant post-traumatic stress disorder.
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Affiliation(s)
- Asmae Lguensat
- Laboratoire de Pharmacologie, Neurobiologie, Anthropologie et Environnement, Université Cadi Ayyad, Marrakesh, Morocco.,Centre National de la Recherche Scientifique, Institut de Neurosciences de la Timone, Aix Marseille Université, Marseille, France
| | - Zineb Boudjafad
- Laboratoire de Pharmacologie, Neurobiologie, Anthropologie et Environnement, Université Cadi Ayyad, Marrakesh, Morocco
| | - Elodie Giorla
- Centre National de la Recherche Scientifique, Institut de Neurosciences de la Timone, Aix Marseille Université, Marseille, France
| | - Mohamed Bennis
- Laboratoire de Pharmacologie, Neurobiologie, Anthropologie et Environnement, Université Cadi Ayyad, Marrakesh, Morocco
| | - Christelle Baunez
- Centre National de la Recherche Scientifique, Institut de Neurosciences de la Timone, Aix Marseille Université, Marseille, France
| | - René Garcia
- Centre National de la Recherche Scientifique, Institut de Neurosciences de la Timone, Aix Marseille Université, Marseille, France.,Graduate School of Life and Health Sciences, Université Côte d'Azur, Nice, France
| | - Saadia Ba-M'hamed
- Laboratoire de Pharmacologie, Neurobiologie, Anthropologie et Environnement, Université Cadi Ayyad, Marrakesh, Morocco
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6
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Understanding the dynamic and destiny of memories. Neurosci Biobehav Rev 2021; 125:592-607. [PMID: 33722616 DOI: 10.1016/j.neubiorev.2021.03.009] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 01/18/2021] [Accepted: 03/08/2021] [Indexed: 01/16/2023]
Abstract
Memory formation enables the retention of life experiences overtime. Based on previously acquired information, organisms can anticipate future events and adjust their behaviors to maximize survival. However, in an ever-changing environment, a memory needs to be malleable to maintain its relevance. In fact, substantial evidence suggests that a consolidated memory can become labile and susceptible to modifications after being reactivated, a process termed reconsolidation. When an extinction process takes place, a memory can also be temporarily inhibited by a second memory that carries information with opposite meaning. In addition, a memory can fade and lose its significance in a process known as forgetting. Thus, following retrieval, new life experiences can be integrated with the original memory trace to maintain its predictive value. In this review, we explore the determining factors that regulate the fate of a memory after its reactivation. We focus on three post-retrieval memory destinies (reconsolidation, extinction, and forgetting) and discuss recent rodent studies investigating the biological functions and neural mechanisms underlying each of these processes.
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7
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Mancini GF, Marchetta E, Riccardi E, Trezza V, Morena M, Campolongo P. Sex-divergent long-term effects of single prolonged stress in adult rats. Behav Brain Res 2020; 401:113096. [PMID: 33359571 DOI: 10.1016/j.bbr.2020.113096] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2020] [Revised: 12/18/2020] [Accepted: 12/21/2020] [Indexed: 12/21/2022]
Abstract
Single prolonged stress (SPS) is an experimental model that recapitulates in rodents some of the core symptoms of post-traumatic stress disorder (PTSD). Although women have a two-fold greater risk to develop PTSD, most preclinical studies have been carried out in males. Furthermore, the long-term effects of behavioral alterations induced by SPS have been rarely investigated. Here, we evaluated the long-term effects of SPS on PTSD-relevant behavioral domains in rats and whether these effects were sex-dependent. To this aim, separate cohorts of male and female adult rats were subjected to SPS and, 30 days later, long-term effects were assessed. We found that SPS exposure reduced locomotor activity in both sexes in an open field task. Males only showed increased anxiety-like behavior in the elevated plus maze and marble burying tests, enhanced acoustic startle response and impaired spatial memory retention while females were unaffected. SPS exposure did not alter auditory fear memory dynamics in males, but it did alter extinction retrieval in females. We provide the first evidence that SPS reproduces long-term emotional alterations in male, but not in female, rats which were observed 30 days following trauma exposure, thus resembling some of the hallmark symptoms of PTSD. Furthermore, our results show for the first time a long-term SPS-induced alteration of cued fear extinction in females. Our findings are relevant to future research on trauma-related disorders and may help develop sex-specific interventions to treat PTSD.
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Affiliation(s)
- Giulia Federica Mancini
- Dept. of Physiology and Pharmacology, Sapienza University of Rome, 00185 Rome, Italy; Neurobiology of Behavior Laboratory, Santa Lucia Foundation, 00143 Rome, Italy
| | - Enrico Marchetta
- Dept. of Physiology and Pharmacology, Sapienza University of Rome, 00185 Rome, Italy; Neurobiology of Behavior Laboratory, Santa Lucia Foundation, 00143 Rome, Italy
| | - Eleonora Riccardi
- Dept. of Physiology and Pharmacology, Sapienza University of Rome, 00185 Rome, Italy
| | - Viviana Trezza
- Dept. of Science, Section of Biomedical Sciences and Technologies, University Roma Tre, 00146 Rome, Italy
| | - Maria Morena
- Dept. of Physiology and Pharmacology, Sapienza University of Rome, 00185 Rome, Italy
| | - Patrizia Campolongo
- Dept. of Physiology and Pharmacology, Sapienza University of Rome, 00185 Rome, Italy; Neurobiology of Behavior Laboratory, Santa Lucia Foundation, 00143 Rome, Italy.
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8
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Verbitsky A, Dopfel D, Zhang N. Rodent models of post-traumatic stress disorder: behavioral assessment. Transl Psychiatry 2020; 10:132. [PMID: 32376819 PMCID: PMC7203017 DOI: 10.1038/s41398-020-0806-x] [Citation(s) in RCA: 87] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Revised: 03/17/2020] [Accepted: 04/08/2020] [Indexed: 12/29/2022] Open
Abstract
Although the etiology and expression of psychiatric disorders are complex, mammals show biologically preserved behavioral and neurobiological responses to valent stimuli which underlie the use of rodent models of post-traumatic stress disorder (PTSD). PTSD is a complex phenotype that is difficult to model in rodents because it is diagnosed by patient interview and influenced by both environmental and genetic factors. However, given that PTSD results from traumatic experiences, rodent models can simulate stress induction and disorder development. By manipulating stress type, intensity, duration, and frequency, preclinical models reflect core PTSD phenotypes, measured through various behavioral assays. Paradigms precipitate the disorder by applying physical, social, and psychological stressors individually or in combination. This review discusses the methods used to trigger and evaluate PTSD-like phenotypes. It highlights studies employing each stress model and evaluates their translational efficacies against DSM-5, validity criteria, and criteria proposed by Yehuda and Antelman's commentary in 1993. This is intended to aid in paradigm selection by informing readers about rodent models, their benefits to the clinical community, challenges associated with the translational models, and opportunities for future work. To inform PTSD model validity and relevance to human psychopathology, we propose that models incorporate behavioral test batteries, individual differences, sex differences, strain and stock differences, early life stress effects, biomarkers, stringent success criteria for drug development, Research Domain Criteria, technological advances, and cross-species comparisons. We conclude that, despite the challenges, animal studies will be pivotal to advances in understanding PTSD and the neurobiology of stress.
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Affiliation(s)
- Alexander Verbitsky
- Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA, 16802, USA
| | - David Dopfel
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Nanyin Zhang
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA.
- The Huck Institutes of Life Sciences, The Pennsylvania State University, University Park, PA, 16802, USA.
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9
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Le Dorze C, Borreca A, Pignataro A, Ammassari-Teule M, Gisquet-Verrier P. Emotional remodeling with oxytocin durably rescues trauma-induced behavioral and neuro-morphological changes in rats: a promising treatment for PTSD. Transl Psychiatry 2020; 10:27. [PMID: 32066681 PMCID: PMC7026036 DOI: 10.1038/s41398-020-0714-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 10/24/2019] [Accepted: 11/04/2019] [Indexed: 01/21/2023] Open
Abstract
Recent evidence indicates that reactivated memories are malleable and can integrate new information upon their reactivation. We injected rats with oxytocin to investigate whether the delivery of a drug which dampens anxiety and fear before the reactivation of trauma memory decreases the emotional load of the original representation and durably alleviates PTSD-like symptoms. Rats exposed to the single prolonged stress (SPS) model of PTSD were classified 15 and 17 days later as either resilient or vulnerable to trauma on the basis of their anxiety and arousal scores. Following 2 other weeks, they received an intracerebral infusion of oxytocin (0.1 µg/1 µL) or saline 40 min before their trauma memory was reactivated by exposure to SPS reminders. PTSD-like symptoms and reactivity to PTSD-related cues were examined 3-14 days after oxytocin treatment. Results showed that vulnerable rats treated with saline exhibited a robust PTSD syndrome including increased anxiety and decreased arousal, as well as intense fear reactions to SPS sensory and contextual cues. Exposure to a combination of those cues resulted in c-fos hypo-activation and dendritic arbor retraction in prefrontal cortex and amygdala neurons, relative to resilient rats. Remarkably, 83% of vulnerable rats subjected to oxytocin-based emotional remodeling exhibited a resilient phenotype, and SPS-induced morphological alterations in prelimbic cortex and basolateral amygdala were eliminated. Our findings emphasize the translational potential of the present oxytocin-based emotional remodeling protocol which, when administered even long after the trauma, produces deep re-processing of traumatic memories and durable attenuation of the PTSD symptomatology.
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Affiliation(s)
- Claire Le Dorze
- Université Paris-Saclay, CNRS, Institut des Neurosciences Paris-Saclay, 91190, Gif-sur-Yvette, France
| | - Antonella Borreca
- Santa Lucia Foundation, via del fosso di fiorano 64, 00143, Rome, Italy
| | - Annabella Pignataro
- Santa Lucia Foundation, via del fosso di fiorano 64, 00143, Rome, Italy
- Institute of Translational Pharmacology, National Research Council, Rome, Italy
| | | | - Pascale Gisquet-Verrier
- Université Paris-Saclay, CNRS, Institut des Neurosciences Paris-Saclay, 91190, Gif-sur-Yvette, France.
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10
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Lguensat A, Bentefour Y, Bennis M, Ba-M'hamed S, Garcia R. Susceptibility and Resilience to PTSD-Like Symptoms in Mice Are Associated with Opposite Dendritic Changes in the Prelimbic and Infralimbic Cortices Following Trauma. Neuroscience 2019; 418:166-176. [PMID: 31487540 DOI: 10.1016/j.neuroscience.2019.08.018] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Revised: 07/31/2019] [Accepted: 08/08/2019] [Indexed: 12/28/2022]
Abstract
Post-traumatic stress disorder (PTSD) is triggered by exposure to traumatic events, but not everyone who experiences trauma develops this disorder. Like humans, PTSD-like symptoms develop in some laboratory rodents (susceptible individuals), while others express less or no symptoms (resilient individuals). Here, considering (i) the putative causal role of fear conditioning in PTSD development and (ii) the involvement of the medial prefrontal cortex (mPFC) in the regulation of conditioned fear response, we tested whether trauma-associated changes in the mPFC may discriminate stress-resilient from stress-susceptible mice. From data on avoidance behavior (as a major symptom), we found that trauma-exposed mice displayed a bimodal distribution in their step-through latency, with low avoider (stress-resilient) individuals and high avoider (stress-susceptible) individuals. Dendrites of Golgi-Cox-stained neurons were analyzed in two parts of the mPFC: the prelimbic (PrL) and infralimbic (IL) areas. In the resilient phenotype, the total number of dendrites decreased in the PrL and increased in the IL; however, it decreased only in the IL in the susceptible phenotype compared to controls. These findings demonstrate that the type of post-trauma morphological changes in the mPFC is associated with susceptibility or resilience to trauma-related symptoms.
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Affiliation(s)
- Asmae Lguensat
- Laboratoire de Pharmacologie, Neurobiologie et Comportement, Centre National de la Recherche Scientifique et Technique, URAC 37, Cadi Ayyad Université, Marrakech, Maroc; Institut de Neurosciences de la Timone, UMR7289, Aix-Marseille Université & Centre National de la Recherche Scientifique, Marseille, France
| | - Yassine Bentefour
- Laboratoire de Pharmacologie, Neurobiologie et Comportement, Centre National de la Recherche Scientifique et Technique, URAC 37, Cadi Ayyad Université, Marrakech, Maroc
| | - Mohamed Bennis
- Laboratoire de Pharmacologie, Neurobiologie et Comportement, Centre National de la Recherche Scientifique et Technique, URAC 37, Cadi Ayyad Université, Marrakech, Maroc
| | - Saadia Ba-M'hamed
- Laboratoire de Pharmacologie, Neurobiologie et Comportement, Centre National de la Recherche Scientifique et Technique, URAC 37, Cadi Ayyad Université, Marrakech, Maroc
| | - René Garcia
- Institut de Neurosciences de la Timone, UMR7289, Aix-Marseille Université & Centre National de la Recherche Scientifique, Marseille, France.
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11
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Yi SY, Barnett BR, Yu JPJ. Preclinical neuroimaging of gene-environment interactions in psychiatric disease. Br J Radiol 2019; 92:20180885. [PMID: 30982323 PMCID: PMC6732909 DOI: 10.1259/bjr.20180885] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 02/21/2019] [Accepted: 03/13/2019] [Indexed: 01/30/2023] Open
Abstract
Psychiatric disease is one of the leading causes of disability worldwide. Despite the global burden and need for accurate diagnosis and treatment of mental illness, psychiatric diagnosis remains largely based on patient-reported symptoms, allowing for immense symptomatic heterogeneity within a single disease. In renewed efforts towards improved diagnostic specificity and subsequent evaluation of treatment response, a greater understanding of the underlying of the neuropathology and neurobiology of neuropsychiatric disease is needed. However, dissecting these mechanisms of neuropsychiatric illness in clinical populations are problematic with numerous experimental hurdles limiting hypothesis-driven studies including genetic confounds, variable life experiences, different environmental exposures, therapeutic histories, as well as the inability to investigate deeper molecular changes in vivo . Preclinical models, where many of these confounding factors can be controlled, can serve as a crucial experimental bridge for studying the neurobiological origins of mental illness. Furthermore, although behavioral studies and molecular studies are relatively common in these model systems, focused neuroimaging studies are very rare and represent an opportunity to link the molecular changes in psychiatric illness with advanced quantitative neuroimaging studies. In this review, we present an overview of well-validated genetic and environmental models of psychiatric illness, discuss gene-environment interactions, and examine the potential role of neuroimaging towards understanding genetic, environmental, and gene-environmental contributions to psychiatric illness.
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Affiliation(s)
- Sue Y. Yi
- Neuroscience Training Program, University of Wisconsin–Madison, Wisconsin Institutes for Medical Research, Madison, USA
| | - Brian R. Barnett
- Neuroscience Training Program, University of Wisconsin–Madison, Wisconsin Institutes for Medical Research, Madison, USA
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12
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Serova LI, Nwokafor C, Van Bockstaele EJ, Reyes BAS, Lin X, Sabban EL. Single prolonged stress PTSD model triggers progressive severity of anxiety, altered gene expression in locus coeruleus and hypothalamus and effected sensitivity to NPY. Eur Neuropsychopharmacol 2019; 29:482-492. [PMID: 30878321 DOI: 10.1016/j.euroneuro.2019.02.010] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Revised: 02/13/2019] [Accepted: 02/14/2019] [Indexed: 12/17/2022]
Abstract
PTSD is heterogeneous disorder that can be long lasting and often has delayed onset following exposure to a traumatic event. Therefore, it is important to take a staging approach to evaluate progression of biological mechanisms of the disease. Here, we begin to evaluate the temporal trajectory of changes following exposure to traumatic stressors in the SPS rat PTSD model. The percent of animals displaying severe anxiety on EPM increased from 17.5% at one week to 57.1% two weeks after SPS stressors, indicating delayed onset or progressive worsening of the symptoms. The LC displayed prolonged activation, and dysbalance of the CRH/NPY systems, with enhanced CRHR1 gene expression, coupled with reduced mRNAs for NPY and Y2R. In the mediobasal hypothalamus, increased CRH mRNA levels were sustained, but there was a flip in alterations of HPA regulatory molecules, GR and FKBP5 and Y5 receptor at two weeks compared to one week. Two weeks after SPS, intranasal NPY at 300 µg/rat, but not 150 µg which was effective after one week, reversed SPS triggered elevated anxiety. It also reversed SPS elicited depressive/despair symptoms and hyperarousal. Overall, the results reveal time-dependent progression in development of anxiety symptoms and molecular impairments in gene expression for CRH and NPY systems in LC and mediobasal hypothalamus by SPS. With longer time afterwards only a higher dose of NPY was effective in reversing behavioral impairments triggered by SPS, indicating that therapeutic approaches should be adjusted according to the degree of biological progression of the disorder.
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Affiliation(s)
- Lidia I Serova
- Department of Biochemistry and Molecular Biology, New York Medical College Valhalla, Basic Sciences Building, New York, NY 10595, USA
| | - Chiso Nwokafor
- Department of Biochemistry and Molecular Biology, New York Medical College Valhalla, Basic Sciences Building, New York, NY 10595, USA
| | | | - Beverly A S Reyes
- Department of Pharmacology and Physiology, Drexel University, Philadelphia, PA 19012, USA
| | - Xiaoping Lin
- Department of Biochemistry and Molecular Biology, New York Medical College Valhalla, Basic Sciences Building, New York, NY 10595, USA
| | - Esther L Sabban
- Department of Biochemistry and Molecular Biology, New York Medical College Valhalla, Basic Sciences Building, New York, NY 10595, USA.
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13
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Modelling posttraumatic stress disorders in animals. Prog Neuropsychopharmacol Biol Psychiatry 2019; 90:117-133. [PMID: 30468906 DOI: 10.1016/j.pnpbp.2018.11.013] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Revised: 11/19/2018] [Accepted: 11/19/2018] [Indexed: 01/07/2023]
Abstract
Animal models of posttraumatic stress disorder are useful tools to reveal the neurobiological basis of the vulnerability to traumatic events, and to develop new treatment strategies, as well as predicting treatment response contributing to personalized medicine approach. Different models have different construct, face and predictive validity and they model different symptoms of the disease. The most prevalent models are the single prolonged stress, electric foot-shock and predator odor. Freezing as 're-experiencing' in cluster B and startle as 'arousal' in cluster E according to DSM-5 are the most frequently studied parameters; however, several other symptoms related to mood, cognitive and social skills are part of the examinations. Beside behavioral characteristics, symptoms of exaggerated sympathetic activity and hypothalamic-pituitary-adrenocortical axis as well as signs of sleep disturbances are also warranted. Test battery rather than a single test is required to describe a model properly and the results should be interpreted in a comprehensive way, e.g. creating a z-score. Research is shifting to study larger populations and identifying the features of the resilient and vulnerable individuals, which cannot be easily done in humans. Incorporation of the "three hit theory" in animal models may lead to a better animal model of vulnerability and resilience. As women are twice as vulnerable as men, more emphasize should be taken to include female animals. Moreover, hypothesis free testing and big data analysis may help to identify an array of biomarkers instead of a single variable for identification of vulnerability and for the purpose of personalized medicine.
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Gisquet-Verrier P, Le Dorze C. Post Traumatic Stress Disorder and Substance Use Disorder as Two Pathologies Affecting Memory Reactivation: Implications for New Therapeutic Approaches. Front Behav Neurosci 2019; 13:26. [PMID: 30814940 PMCID: PMC6381044 DOI: 10.3389/fnbeh.2019.00026] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Accepted: 01/30/2019] [Indexed: 11/13/2022] Open
Abstract
In the present review, we provide evidence indicating that although post traumatic stress disorder (PTSD) and substance use disorder (SUD) are two distinct pathologies with very different impacts on people affected by these chronic illnesses, they share numerous common characteristics, present high rates of co-morbidity, and may result from common physiological dysfunctions. We propose that these pathologies result from hyper reactivity to reminders, and thus should be considered as two disorders of memory, treated as such. We review the different possibilities to intervene on pathological memories such as extinction therapy and reconsolidation blockade. We also introduce new therapeutic avenues directly indicate by our recent proposal to replace the consolidation/reconsolidation hypothesis by the integration concept. State dependency and emotional remodeling are two innovative treatments that have already provided encouraging results. In summary, this review shows that the discovery of reactivation-dependent memory malleability has open new therapeutic avenues based on the reprocessing of pathological memories, which constitute promising approaches to treat PTSD and SUD.
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Affiliation(s)
- Pascale Gisquet-Verrier
- Institut des Neurosciences Paris-Saclay (Neuro-PSI), Université Paris-Sud, CNRS UMR 9197, Université Paris-Saclay, Orsay, France
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15
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Gisquet-Verrier P, Riccio DC. Memory Integration as a Challenge to the Consolidation/Reconsolidation Hypothesis: Similarities, Differences and Perspectives. Front Syst Neurosci 2019; 12:71. [PMID: 30687031 PMCID: PMC6337075 DOI: 10.3389/fnsys.2018.00071] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Accepted: 12/18/2018] [Indexed: 01/04/2023] Open
Abstract
We recently proposed that retrograde amnesia does not result from a disruption of the consolidation/reconsolidation processes but rather to the integration of the internal state induced by the amnesic treatment within the initial memory. Accordingly, the performance disruption induced by an amnesic agent does not result from a disruption of the memory fixation process, but from a difference in the internal state present during the learning phase (or reactivation) and at the later retention test: a case of state-dependency. In the present article, we will review similarities and differences these two competing views may have on memory processing. We will also consider the consequences the integration concept may have on the way memory is built, maintained and retrieved, as well as future research perspectives that such a new view may generate.
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Affiliation(s)
- Pascale Gisquet-Verrier
- Institut des Neurosciences Paris-Saclay (Neuro-PSI), Université Paris-Sud, CNRS UMR 9197, Université Paris-Saclay, Orsay, France
| | - David C Riccio
- Department of Psychological Sciences, Kent State University, Kent, OH, United States
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16
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Fonzo GA. Diminished positive affect and traumatic stress: A biobehavioral review and commentary on trauma affective neuroscience. Neurobiol Stress 2018; 9:214-230. [PMID: 30450386 PMCID: PMC6234277 DOI: 10.1016/j.ynstr.2018.10.002] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Revised: 07/20/2018] [Accepted: 10/17/2018] [Indexed: 11/28/2022] Open
Abstract
Post-traumatic stress manifests in disturbed affect and emotion, including exaggerated severity and frequency of negative valence emotions, e.g., fear, anxiety, anger, shame, and guilt. However, another core feature of common post-trauma psychopathologies, i.e. post-traumatic stress disorder (PTSD) and major depression, is diminished positive affect, or reduced frequency and intensity of positive emotions and affective states such as happiness, joy, love, interest, and desire/capacity for interpersonal affiliation. There remains a stark imbalance in the degree to which the neuroscience of each affective domain has been probed and characterized in PTSD, with our knowledge of post-trauma diminished positive affect remaining comparatively underdeveloped. This remains a prominent barrier to realizing the clinical breakthroughs likely to be afforded by the increasing availability of neuroscience assessment and intervention tools. In this review and commentary, the author summarizes the modest extant neuroimaging literature that has probed diminished positive affect in PTSD using reward processing behavioral paradigms, first briefly reviewing and outlining the neurocircuitry implicated in reward and positive emotion and its interrelationship with negative emotion and negative valence circuitry. Specific research guidelines are then offered to best and most efficiently develop the knowledge base in this area in a way that is clinically translatable and will exert a positive impact on routine clinical care. The author concludes with the prediction that the development of an integrated, bivalent theoretical and predictive model of how trauma impacts affective neurocircuitry to promote post-trauma psychopathology will ultimately lead to breakthroughs in how trauma treatments are conceptualized mechanistically and developed pragmatically.
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Affiliation(s)
- Gregory A. Fonzo
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Sierra-Pacific Mental Illness Research, Education, and Clinical Center (MIRECC), Veterans Affairs Palo Alto Healthcare System, 401 Quarry Road, MC 5722, Stanford, CA, 94305, USA.
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17
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Gisquet-Verrier P, Riccio DC. Memory integration: An alternative to the consolidation/reconsolidation hypothesis. Prog Neurobiol 2018; 171:15-31. [PMID: 30343034 DOI: 10.1016/j.pneurobio.2018.10.002] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Revised: 09/11/2018] [Accepted: 10/13/2018] [Indexed: 10/28/2022]
Abstract
The original concept of consolidation considers that memory requires time to be fixed. Since 2000, a comparable protein-dependent re-stabilization phase, called reconsolidation, has been assumed to take place after memory retrieval. This consolidation/reconsolidation hypothesis, has dominated the literature for more than 50 years, despite compelling evidence that is inconsistent with it. In this review, we present an historical overview and explain how, despite serious criticisms, this hypothesis has persisted for decades and become accepted as a dogma. Based on both older and more recent evidence, we next propose the concept of memory integration which involves the linkage or embedding of new material into an already existing representation. We believe integration provides a viable explanation for retrograde amnesia in place of the consolidation/reconsolidation hypothesis. Integration can further be the basis for several major cases of memory alteration such as time dependent memory enhancement, interference, counter-conditioning, updating and other instances of memory malleability. In a final section we consider the implications this new concept may have for memory processes and its translational applications.
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Affiliation(s)
- Pascale Gisquet-Verrier
- Neuro-PSI, Université Paris-Sud, CNRS UMR9197, Université Paris-Saclay, Bât 446, Orsay, F-91405, France.
| | - David C Riccio
- Department of Psychological Sciences, Kent State University, Kent, OH, 44242, USA
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18
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Le Dorze C, Tassin JP, Chauveau F, Gisquet-Verrier P. Behavioral and Noradrenergic Sensitizations in Vulnerable Traumatized Rats Suggest Common Bases with Substance Use Disorders. Mol Neurobiol 2018; 56:611-620. [PMID: 29754278 DOI: 10.1007/s12035-018-1053-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Accepted: 03/29/2018] [Indexed: 11/27/2022]
Abstract
The aim of the present study was to strengthen our hypothesis of a common physiological basis for post-traumatic stress disorder (PTSD) and substance use disorders. This paper investigates the possibility that rats exposed to a PTSD model exhibit noradrenergic and behavioral sensitization, as observed following repeated drugs of abuse injections. First, rats received a single prolonged stress (SPS), combining three consecutive stressors. They were then tested, 2 weeks after the trauma for PTSD-like symptoms to discriminate between vulnerable and resilient rats. When microdialysis was performed in the prelimbic cortex (Experiment 1), larger increases of noradrenaline (NA) release in response to amphetamine were observed in vulnerable rats when compared to control and resilient animals. Experiment 2 showed that trauma-vulnerable rats exhibited increases in locomotor activity relative to controls, in response to an exposure to trauma-associated cues. These data demonstrate that a single trauma exposure induces in vulnerable animals both, a noradrenergic sensitization evidenced within the prelimbic cortex and behavioral sensitization obtained after a physiologic activation of the noradrenergic system. However, Experiment 3 showed that when NA system was activated by amphetamine (1 mg/kg), a decrease in behavioral sensitization was obtained in vulnerable rats. We proposed that this decreased locomotor activity results from an additional stress-induced increased reactivity of mesocortical dopaminergic neurons, known to counteract the consequences of cortical noradrenergic release in rats. These results support our hypothesis that noradrenergic sensitization represents a common physiological basis, involved both in PTSD and drug addiction and suggest new common therapeutic approaches for these pathologies.
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Affiliation(s)
- Claire Le Dorze
- Institut des Neurosciences Paris-Saclay (Neuro-PSI), Université Paris-Sud, CNRS UMR 9197, Université Paris-Saclay, Bât 446, 91405, Orsay, France
| | - Jean-Pol Tassin
- Sorbonne Universite, Neuroscience Paris Seine, UMCR18, CNRS UMR 8246, Inserm U1130, 7 Quai St Bernard, 75252, Paris, France
| | - Fréderic Chauveau
- Institut de Recherche Biomédicale des Armées (IRBA), Brétigny sur Orge Cedex, France
| | - Pascale Gisquet-Verrier
- Institut des Neurosciences Paris-Saclay (Neuro-PSI), Université Paris-Sud, CNRS UMR 9197, Université Paris-Saclay, Bât 446, 91405, Orsay, France.
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19
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Lisieski MJ, Eagle AL, Conti AC, Liberzon I, Perrine SA. Single-Prolonged Stress: A Review of Two Decades of Progress in a Rodent Model of Post-traumatic Stress Disorder. Front Psychiatry 2018; 9:196. [PMID: 29867615 PMCID: PMC5962709 DOI: 10.3389/fpsyt.2018.00196] [Citation(s) in RCA: 134] [Impact Index Per Article: 19.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Accepted: 04/25/2018] [Indexed: 12/21/2022] Open
Abstract
Post-traumatic stress disorder (PTSD) is a common, costly, and often debilitating psychiatric condition. However, the biological mechanisms underlying this disease are still largely unknown or poorly understood. Considerable evidence indicates that PTSD results from dysfunction in highly-conserved brain systems involved in stress, anxiety, fear, and reward. Pre-clinical models of traumatic stress exposure are critical in defining the neurobiological mechanisms of PTSD, which will ultimately aid in the development of new treatments for PTSD. Single prolonged stress (SPS) is a pre-clinical model that displays behavioral, molecular, and physiological alterations that recapitulate many of the same alterations observed in PTSD, illustrating its validity and giving it utility as a model for investigating post-traumatic adaptations and pre-trauma risk and protective factors. In this manuscript, we review the present state of research using the SPS model, with the goals of (1) describing the utility of the SPS model as a tool for investigating post-trauma adaptations, (2) relating findings using the SPS model to findings in patients with PTSD, and (3) indicating research gaps and strategies to address them in order to improve our understanding of the pathophysiology of PTSD.
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Affiliation(s)
- Michael J Lisieski
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, United States
| | - Andrew L Eagle
- Department of Physiology, Michigan State University, East Lansing, MI, United States
| | - Alana C Conti
- Research and Development Service, John D. Dingell Veterans Affairs Medical Center, Detroit, MI, United States.,Department of Neurosurgery, Wayne State University School of Medicine, Detroit, MI, United States
| | - Israel Liberzon
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States.,Mental Health Service, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI, United States
| | - Shane A Perrine
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, United States
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20
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Daws SE, Joseph NF, Jamieson S, King ML, Chévere-Torres I, Fuentes I, Shumyatsky GP, Brantley AF, Rumbaugh G, Miller CA. Susceptibility and Resilience to Posttraumatic Stress Disorder-like Behaviors in Inbred Mice. Biol Psychiatry 2017; 82:924-933. [PMID: 28778658 PMCID: PMC5683920 DOI: 10.1016/j.biopsych.2017.06.030] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2016] [Revised: 05/15/2017] [Accepted: 06/13/2017] [Indexed: 11/23/2022]
Abstract
BACKGROUND The limited neurobiological understanding of posttraumatic stress disorder (PTSD) has been partially attributed to the need for improved animal models. Stress-enhanced fear learning (SEFL) in rodents recapitulates many PTSD-associated behaviors, including stress-susceptible and stress-resilient subgroups in outbred rats. Identification of subgroups requires additional behavioral phenotyping, a confound to mechanistic studies. METHODS We employed a SEFL paradigm in inbred male and female C57BL/6 mice that combines acute stress with fear conditioning to precipitate traumatic-like memories. Extinction and long-term retention of extinction were examined after SEFL. Further characterization of SEFL effects on male mice was performed with additional behavioral tests, determination of regional activation by Fos immunofluorescence, and RNA sequencing of the basolateral amygdala. RESULTS Stressed animals displayed persistently elevated freezing during extinction. While more uniform in females, SEFL produced male subgroups with differential susceptibility that were identified without posttraining phenotyping. Additional phenotyping of male mice revealed PTSD-associated behaviors, including extinction-resistant fear memory, hyperarousal, generalization, and dysregulated corticosterone in stress-susceptible male mice. Altered Fos activation was also seen in the infralimbic cortex and basolateral amygdala of stress-susceptible male mice after remote memory retrieval. Key behavioral outcomes, including susceptibility, were replicated by two independent laboratories. RNA sequencing of the basolateral amygdala revealed transcriptional divergence between the male subgroups, including genes with reported polymorphic association to patients with PTSD. CONCLUSIONS This SEFL model provides a tool for development of PTSD therapeutics that is compatible with the growing number of mouse-specific resources. Furthermore, use of an inbred strain allows for investigation into epigenetic mechanisms that are expected to critically regulate susceptibility and resilience.
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Affiliation(s)
- Stephanie E Daws
- Department of Molecular Medicine, The Scripps Research Institute, Jupiter, Florida; Department of Neuroscience, The Scripps Research Institute, Jupiter, Florida
| | - Nadine F Joseph
- Department of Molecular Medicine, The Scripps Research Institute, Jupiter, Florida; Department of Neuroscience, The Scripps Research Institute, Jupiter, Florida
| | - Sarah Jamieson
- Department of Molecular Medicine, The Scripps Research Institute, Jupiter, Florida; Department of Neuroscience, The Scripps Research Institute, Jupiter, Florida
| | - Michelle L King
- Behavioral Core, The Scripps Research Institute, Jupiter, Florida
| | | | - Illeana Fuentes
- Department of Genetics, Rutgers University, Piscataway, New Jersey
| | | | | | - Gavin Rumbaugh
- Department of Neuroscience, The Scripps Research Institute, Jupiter, Florida
| | - Courtney A Miller
- Department of Molecular Medicine, The Scripps Research Institute, Jupiter, Florida; Department of Neuroscience, The Scripps Research Institute, Jupiter, Florida.
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21
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Brodnik ZD, Black EM, Clark MJ, Kornsey KN, Snyder NW, España RA. Susceptibility to traumatic stress sensitizes the dopaminergic response to cocaine and increases motivation for cocaine. Neuropharmacology 2017; 125:295-307. [PMID: 28778834 DOI: 10.1016/j.neuropharm.2017.07.032] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Revised: 07/25/2017] [Accepted: 07/31/2017] [Indexed: 12/15/2022]
Abstract
Patients with post-traumatic stress disorder have a heightened vulnerability to developing substance use disorders; however, the biological underpinnings of this vulnerability remain unresolved. We used the predator odor stress model of post-traumatic stress disorder with segregation of subjects as susceptible or resilient based on elevated plus maze behavior and context avoidance. We then determined behavioral and neurochemical differences across susceptible, resilient, and control populations using a panel of behavioral and neurochemical assays. Susceptible subjects showed a significant increase in the motoric and dopaminergic effects of cocaine, and this corresponded with heightened motivation to self-administer cocaine. Resilient subjects did not show differences in the motoric effects of cocaine, in dopamine signaling in vivo, or in any measure of cocaine self-administration. Nonetheless, we found that these animals displayed elevations in both the dopamine release-promoting effects of cocaine and dopamine autoreceptor sensitivity ex vivo. Our results suggest that the experience of traumatic stress may produce alterations in dopamine systems that drive elevations in cocaine self-administration behavior in susceptible subjects, but may also produce both active and passive forms of resilience that function to prevent gross changes in cocaine's reinforcing efficacy in resilient subjects.
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Affiliation(s)
- Zachary D Brodnik
- Drexel University College of Medicine, Department of Neurobiology and Anatomy, 2900 W Queen Lane, Philadelphia PA, 19129, United States
| | - Emily M Black
- Drexel University College of Medicine, Department of Neurobiology and Anatomy, 2900 W Queen Lane, Philadelphia PA, 19129, United States
| | - Meagan J Clark
- Drexel University College of Medicine, Department of Neurobiology and Anatomy, 2900 W Queen Lane, Philadelphia PA, 19129, United States
| | - Kristen N Kornsey
- Drexel University College of Medicine, Department of Neurobiology and Anatomy, 2900 W Queen Lane, Philadelphia PA, 19129, United States
| | - Nathaniel W Snyder
- Drexel University, A.J. Drexel Autism Institute, 3141 Chestnut Street, Philadelphia, PA 19104, United States
| | - Rodrigo A España
- Drexel University College of Medicine, Department of Neurobiology and Anatomy, 2900 W Queen Lane, Philadelphia PA, 19129, United States.
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22
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Gisquet-Verrier P, Tolédano D, Le Dorze C. Bases physiologiques communes pour les troubles de stress post-traumatique et la dépendance aux drogues d’abus : conséquences pour de nouvelles approches thérapeutiques. Therapie 2017; 72:357-366. [DOI: 10.1016/j.therap.2016.07.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Revised: 07/28/2016] [Accepted: 07/29/2016] [Indexed: 11/16/2022]
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23
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Han F, Jiang J, Ding J, Liu H, Xiao B, Shi Y. Change of Rin1 and Stathmin in the Animal Model of Traumatic Stresses. Front Behav Neurosci 2017; 11:62. [PMID: 28491025 PMCID: PMC5405079 DOI: 10.3389/fnbeh.2017.00062] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2016] [Accepted: 03/27/2017] [Indexed: 01/03/2023] Open
Abstract
The molecular mechanism of fear memory is poorly understood. Therefore, the pathogenesis of post-traumatic stress disorder (PTSD), whose symptom presentation can enhance fear memory, remains largely unclear. Recent studies with knockout animals have reported that Rin1 and stathmin regulate fear memory. Rin1 inhibits acquisition and promotes memory extinction, whereas stathmin regulates innate and basal fear. The aim of our study was to examine changes in the expression of Rin1 and stathmin in different animal models of stress, particluarly traumatic stress. We used three animal traumatic stresses: single prolonged stress (SPS, which is a rodent model of PTSD), an immobilization-stress (IM) and a Loud sound stress (LSS), to examine the change and uniqueness in Rin1/stathmin expression. Behavioral tests of SPS rats demonstrated increased anxiety and contextual fear-conditioning. They showed decreased long-term potentiation (LTP), as well as decreased stathmin and increased Rin1 expression in the hippocampus and the amygdala. Expression of the stathmin effector, tubulin, and downstream molecules Rin1, Rab5, and Abl, appeared to increase. Rin1 and EphA4 were endogenously coexpressed in primary neurons after SPS stimulation. IM rats exhibited increased anxiety behavior and enhanced fear-conditioning to contextual and auditory stimuli. Similar changes in expression of Rin1/stathmin were observed in IM rats whereas no changes were observed in rats exposed to a loud sound. These data suggest that changes in expression of the Rin1 and stathmin genes may be involved in rodents with SPS and IM stresses, which provide valuable insight into fear memories under abnormal conditions, particularly in PTSD.
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Affiliation(s)
- Fang Han
- Post-Traumatic Stress Disorder (PTSD) Laboratory, Department of Histology and Embryology, Basic Medical College, China Medical UniversityShenyang, China
| | - Jingzhi Jiang
- Post-Traumatic Stress Disorder (PTSD) Laboratory, Department of Histology and Embryology, Basic Medical College, China Medical UniversityShenyang, China
| | - Jinlan Ding
- Post-Traumatic Stress Disorder (PTSD) Laboratory, Department of Histology and Embryology, Basic Medical College, China Medical UniversityShenyang, China
| | - Hong Liu
- Post-Traumatic Stress Disorder (PTSD) Laboratory, Department of Histology and Embryology, Basic Medical College, China Medical UniversityShenyang, China
| | - Bing Xiao
- Post-Traumatic Stress Disorder (PTSD) Laboratory, Department of Histology and Embryology, Basic Medical College, China Medical UniversityShenyang, China
| | - Yuxiu Shi
- Post-Traumatic Stress Disorder (PTSD) Laboratory, Department of Histology and Embryology, Basic Medical College, China Medical UniversityShenyang, China
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24
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Herbst ED, McCaslin SE, Kalapatapu RK. Use of Stimulants and Performance Enhancers During and After Trauma Exposure in a Combat Veteran: A Possible Risk Factor for Posttraumatic Stress Symptoms. Am J Psychiatry 2017; 174:95-99. [PMID: 28142270 PMCID: PMC5289819 DOI: 10.1176/appi.ajp.2016.16010014] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Ellen D. Herbst
- Mental Health Services, San Francisco VA Health Care System (SFVAHCS),Department of Psychiatry, University of California, San Francisco (UCSF)
| | - Shannon E. McCaslin
- National Center for PTSD, VA Palo Alto Health Care System, Dissemination & Training Division
| | - Raj K. Kalapatapu
- Mental Health Services, San Francisco VA Health Care System (SFVAHCS),Department of Psychiatry, University of California, San Francisco (UCSF)
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25
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Le Dorze C, Gisquet-Verrier P. Effects of multiple brief exposures to trauma-associated cues on traumatized resilient and vulnerable rats. Brain Res 2016; 1652:71-80. [PMID: 27717871 DOI: 10.1016/j.brainres.2016.10.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2016] [Revised: 09/26/2016] [Accepted: 10/03/2016] [Indexed: 11/16/2022]
Abstract
Intrusive re-experiencing of a trauma is a core symptom in post-traumatic stress disorder (PTSD), and is often triggered by contextual cues associated with the event. It is not yet established if intrusive re-experiencing is the consequence of PTSD, or if it could contribute to the development of PTSD following a traumatic event. The present study (1) examined the impact of repeated brief re-exposures to trauma reminders on the strength of PTSD-like symptoms, as well as on their time-development and (2) investigated the reactivity over time to these cues in trauma resilient and vulnerable rats, defined on the basis of the PTSD-like symptoms they demonstrated. Rats were exposed to a Single Prolonged Stress, combining three different stresses (2-h restraint, 20-min forced swim and CO2 unconsciousness) delivered together with tone and odor cues and preceded by an inhibitory avoidance conditioning or a control procedure. During the following two weeks, reminded rats were briefly re-exposed to trauma-associated cues either 4 or 8 times. The results indicated that 4 re-exposures to the same cue strengthened PTSD-like symptoms (anxiety, arousal, fear to trauma-cue). However 8 re-exposures to similar or different trauma-cues did not alter PTSD-like symptoms and led to a rapid extinction of the fear reactivity to these cues. The present results further indicated that shortly after trauma, both resilient and vulnerable rats strongly reacted to trauma-associated cues, while only vulnerable rats reacted long after the trauma, suggesting a slower loss of fear responses to trauma cues in these rats. We concluded that re-experiencing may participate in, but cannot be solely responsible for, the development of long-term PTSD effects.
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Affiliation(s)
- Claire Le Dorze
- Neuro-PSI, Université Paris-Sud, CNRS UMR9197, Université Paris-Saclay, Orsay, France
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Le Dorze C, Gisquet-Verrier P. Sensitivity to trauma-associated cues is restricted to vulnerable traumatized rats and reinstated after extinction by yohimbine. Behav Brain Res 2016; 313:120-134. [PMID: 27392642 DOI: 10.1016/j.bbr.2016.07.006] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2016] [Revised: 06/30/2016] [Accepted: 07/04/2016] [Indexed: 11/24/2022]
Abstract
While post-traumatic stress disorder (PTSD) symptom is mainly characterized by re-experiencing the traumatic event, the reactivity to trauma-associated cues in resilient and vulnerable subjects has not been extensively studied. Using an animal model of PTSD induced by a single prolonged stress (SPS), the responses of traumatized Vulnerable and Resilient rats to PTSD-like symptom tests and to trauma-associated cues were investigated. In addition, the implication of the noradrenergic system in "re-experiencing" was explored. Rats received either a SPS, combining a 2h restraint stress, a 20min forced-swim followed by a 15min rest, and a loss of consciousness produced by inhaling CO2 emissions, delivered in the presence of particular cues (tone and odor), or a control procedure. PTSD-like symptoms and reactivity to various trauma-associated cues (specific, contextual, or predictive) were tested from D15 to D60 after the SPS. Rats were then divided into Resilient and Vulnerable on the basis of three main symptom tests, including the elevated plus maze, the light-dark and the acoustic startle response tests. Although Resilient rats behaved like Controls rats, Vulnerable rats developed long-term PTSD-like symptoms on the main symptoms tests (anxiety and alteration of arousal), as well as other PTSD-like outcomes (such as anhedonia and avoidance to trauma-associated cues). These Vulnerable rats were also the only ones to demonstrate strong reactivity to trauma-associated cues. In addition, the alpha-2 adrenergic receptor antagonist, Yohimbine (i.p., 1.5mg/kg/ml), was able to reinstate fear responses to an extinguished trauma-associated odor. Our results established clear relationships between Vulnerability to trauma and reactivity to trauma-associated cues and further suggest an involvement of the noradrenergic system.
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Affiliation(s)
- Claire Le Dorze
- Neuro-PSI, Université Paris-Sud, CNRS UMR9197, Université Paris-Saclay, Orsay, France
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Toledano D, Gisquet-Verrier P. Repeated amphetamine injections alter behavior and induce a delayed behavioral sensitization modulated by reactivity to novelty: Similarities and differences with trauma consequences. Eur Neuropsychopharmacol 2016; 26:456-66. [PMID: 26830444 DOI: 10.1016/j.euroneuro.2015.12.042] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2015] [Revised: 08/18/2015] [Accepted: 12/14/2015] [Indexed: 01/22/2023]
Abstract
Supporting our hypothesis of common biological bases for post-traumatic stress disorder (PTSD) and addiction, we recently reported that rats exposed to a single prolonged stress (SPS), a PTSD model, develop a delayed behavioral sensitization of the noradrenergic system, similar to that observed in mice after four repeated drug administrations. However, sensitization after trauma was modulated by reactivity to novelty, and this aspect that had not been explored in the addiction model. The first aim of the paper was thus to investigate the influence of reactivity to novelty on delayed behavioral sensitization in rats after four repeated amphetamine injections. Injections were either distributed over 4 days, as conducted in mouse models of addiction, or massed during a single session, reproducing SPS conditions. The second aim was to investigate whether repeated amphetamine injections have similar behavioral consequences to those induced by PTSD. Our results showed that massed amphetamine injections induced more anxiety than distributed injections, and led to avoidance of drug-associated cues avoidance, while distributed injections somewhat reduced the startle response, such as is seen in SPS. In addition, massed amphetamine injections induced a delayed behavioral sensitization clearly affected by the reactivity to novelty, reproducing results observed following exposure to traumatic events. Finally, all rats receiving repeated amphetamine injections exhibited a behavioral sensitization in response to exposure to drug-associated cues. Taken together, these data strengthen the position that drug addiction and PTSD share some common mechanisms that we tried to clarify in this paper.
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Affiliation(s)
- Daniel Toledano
- Neuro-PSI UMR9197, Université Paris Sud, CNRS, Université Paris Saclay, Orsay F 91400, France.
| | - Pascale Gisquet-Verrier
- Neuro-PSI UMR9197, Université Paris Sud, CNRS, Université Paris Saclay, Orsay F 91400, France.
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Perrine SA, Eagle AL, George SA, Mulo K, Kohler RJ, Gerard J, Harutyunyan A, Hool SM, Susick LL, Schneider BL, Ghoddoussi F, Galloway MP, Liberzon I, Conti AC. Severe, multimodal stress exposure induces PTSD-like characteristics in a mouse model of single prolonged stress. Behav Brain Res 2016; 303:228-37. [PMID: 26821287 DOI: 10.1016/j.bbr.2016.01.056] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Revised: 01/20/2016] [Accepted: 01/22/2016] [Indexed: 12/26/2022]
Abstract
Appropriate animal models of posttraumatic stress disorder (PTSD) are needed because human studies remain limited in their ability to probe the underlying neurobiology of PTSD. Although the single prolonged stress (SPS) model is an established rat model of PTSD, the development of a similarly-validated mouse model emphasizes the benefits and cross-species utility of rodent PTSD models and offers unique methodological advantages to that of the rat. Therefore, the aims of this study were to develop and describe a SPS model for mice and to provide data that support current mechanisms relevant to PTSD. The mouse single prolonged stress (mSPS) paradigm, involves exposing C57Bl/6 mice to a series of severe, multimodal stressors, including 2h restraint, 10 min group forced swim, exposure to soiled rat bedding scent, and exposure to ether until unconsciousness. Following a 7-day undisturbed period, mice were tested for cue-induced fear behavior, effects of paroxetine on cue-induced fear behavior, extinction retention of a previously extinguished fear memory, dexamethasone suppression of corticosterone (CORT) response, dorsal hippocampal glucocorticoid receptor protein and mRNA expression, and prefrontal cortex glutamate levels. Exposure to mSPS enhanced cue-induced fear, which was attenuated by oral paroxetine treatment. mSPS also disrupted extinction retention, enhanced suppression of stress-induced CORT response, increased mRNA expression of dorsal hippocampal glucocorticoid receptors and decreased prefrontal cortex glutamate levels. These data suggest that the mSPS model is a translationally-relevant model for future PTSD research with strong face, construct, and predictive validity. In summary, mSPS models characteristics relevant to PTSD and this severe, multimodal stress modifies fear learning in mice that coincides with changes in the hypothalamo-pituitary-adrenal (HPA) axis, brain glucocorticoid systems, and glutamatergic signaling in the prefrontal cortex.
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Affiliation(s)
- Shane A Perrine
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA.
| | - Andrew L Eagle
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Sophie A George
- Department of Psychiatry, Department of Neurosurgery, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Kostika Mulo
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Robert J Kohler
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Justin Gerard
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Arman Harutyunyan
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Steven M Hool
- Research and Development Service, John D. Dingell VA Medical Center, Detroit, MI, USA,; Wayne State University School of Medicine, Detroit, MI, USA
| | - Laura L Susick
- Research and Development Service, John D. Dingell VA Medical Center, Detroit, MI, USA,; Wayne State University School of Medicine, Detroit, MI, USA
| | - Brandy L Schneider
- Research and Development Service, John D. Dingell VA Medical Center, Detroit, MI, USA,; Wayne State University School of Medicine, Detroit, MI, USA
| | - Farhad Ghoddoussi
- Department of Anesthesiology, Wayne State University School of Medicine, Detroit, MI, USA
| | - Matthew P Galloway
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA; Department of Anesthesiology, Wayne State University School of Medicine, Detroit, MI, USA
| | - Israel Liberzon
- Department of Psychiatry, Department of Neurosurgery, University of Michigan Medical School, Ann Arbor, MI, USA,; Department of Psychiatry, VA Medical Center, Ann Arbor, MI, USA
| | - Alana C Conti
- Research and Development Service, John D. Dingell VA Medical Center, Detroit, MI, USA,; Wayne State University School of Medicine, Detroit, MI, USA
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Capturing Individual Differences: Challenges in Animal Models of Posttraumatic Stress Disorder and Drug Abuse. Biol Psychiatry 2015; 78:816-8. [PMID: 26589490 PMCID: PMC4808574 DOI: 10.1016/j.biopsych.2015.09.015] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2015] [Revised: 09/24/2015] [Accepted: 09/25/2015] [Indexed: 11/20/2022]
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Enman NM, Arthur K, Ward SJ, Perrine SA, Unterwald EM. Anhedonia, Reduced Cocaine Reward, and Dopamine Dysfunction in a Rat Model of Posttraumatic Stress Disorder. Biol Psychiatry 2015; 78:871-9. [PMID: 26115790 PMCID: PMC4644715 DOI: 10.1016/j.biopsych.2015.04.024] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2014] [Revised: 04/10/2015] [Accepted: 04/29/2015] [Indexed: 02/08/2023]
Abstract
BACKGROUND Posttraumatic stress disorder (PTSD) co-occurs with substance use disorders at high rates, but the neurobiological basis of this relationship is largely unknown. PTSD and drug addiction each involve dysregulation of brain reward circuitry; therefore, the identification of pathology of the mesolimbic dopamine system may aid in understanding their functional relationship. Dopamine reward dysfunction also may be relevant to the mechanisms underlying the PTSD symptoms of anhedonia and emotional numbing. METHODS Single-prolonged stress (SPS) was used as a rat model of PTSD, and a series of behavioral and neuropharmacologic assays were applied to assess the impact of SPS on reward, cocaine intake, and components of the striatal dopamine system. RESULTS Exposure to SPS increased anhedonia-like behaviors and decreased the rewarding properties of cocaine compared with control handling. Altered cocaine intake during extended access self-administration sessions was observed in rats exposed to SPS, further suggesting a difference in the reinforcing properties of cocaine following severe stress. SPS reduced tissue content of dopamine and its metabolites in the striatum, as well as altered striatal dopamine transporter and D2, but not D1, receptor densities. CONCLUSIONS These results support a role for altered dopaminergic transmission in reduced reward function in PTSD. Pathology of the dopamine system and the degradation of reward processes may contribute to PTSD symptomology and have implications for co-occurring psychiatric disorders such as substance abuse or depression.
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Affiliation(s)
- Nicole M. Enman
- Department of Pharmacology, Temple University School of Medicine, Philadelphia, PA, 19140, USA, Center for Substance Abuse Research, Temple University School of Medicine, Philadelphia, PA, 19140, USA
| | - Kayti Arthur
- Department of Pharmacology, Temple University School of Medicine, Philadelphia, PA, 19140, USA
| | - Sara J. Ward
- Department of Pharmacology, Temple University School of Medicine, Philadelphia, PA, 19140, USA
| | - Shane A. Perrine
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Ellen M. Unterwald
- Department of Pharmacology, Temple University School of Medicine, Philadelphia, PA, 19140, USA, Center for Substance Abuse Research, Temple University School of Medicine, Philadelphia, PA, 19140, USA
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