1
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Levy-Gigi E, Sudai E, Bar M. Context as a barrier: Impaired contextual processing increases the tendency to develop PTSD symptoms across repeated exposure to trauma. J Anxiety Disord 2023; 100:102765. [PMID: 37738686 DOI: 10.1016/j.janxdis.2023.102765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 03/13/2023] [Accepted: 09/03/2023] [Indexed: 09/24/2023]
Abstract
Growing evidence links repeated traumatic exposure with impaired ability to process contextual information. Specifically, like individuals with PTSD, non-PTSD trauma-exposed individuals fail to react according to contextual demands. In the present study, we explored the process that underlies this impairment. First, we tested the ability of first responders to benefit from contextual primes to improve recognition. Second, we assessed its moderating role in the relationship between traumatic exposure and PTSD symptoms. Fifty-three active-duty firefighters and 33 unexposed civilians matched for age, gender, and years of education participated in the study. All participants completed the contextual priming paradigm, the CAPS-5 clinical interview, and the WAIS-IV vocabulary subtest and were assessed for depression and general traumatic exposure. Repeated traumatic exposure was assessed objectively using the fire-and-rescue-service tracking system. As predicted, we found that trauma-exposed individuals failed to use primes to facilitate rapid and accurate recognition of contextually related objects. Not only did contextual information not improve performance, but it achieved the opposite effect, manifested as negative priming. Hence, context appeared to be an obstacle for trauma-exposed individuals and delayed rapid and accurate recognition. Moreover, impaired ability to process contextual information predicted the tendency to develop PTSD symptoms across repeated exposure to trauma.
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Affiliation(s)
- Einat Levy-Gigi
- Faculty of Education, Bar, Ilan University Ramt-Gan, Israel; The Leslie and Susan Gonda Brain Science Center, Bar-Ilan University, Ramat-Gan, Israel.
| | - Einav Sudai
- The Leslie and Susan Gonda Brain Science Center, Bar-Ilan University, Ramat-Gan, Israel
| | - Moshe Bar
- The Leslie and Susan Gonda Brain Science Center, Bar-Ilan University, Ramat-Gan, Israel
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2
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Elsner B, Reuter B, Said M, Linnman C, Kathmann N, Beucke JC. Impaired differential learning of fear versus safety signs in obsessive-compulsive disorder. Psychophysiology 2021; 59:e13956. [PMID: 34658040 DOI: 10.1111/psyp.13956] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 09/06/2021] [Accepted: 09/27/2021] [Indexed: 01/28/2023]
Abstract
Pavlovian learning mechanisms are of great importance both for models of psychiatric disorders and treatment approaches, but understudied in obsessive-compulsive disorder (OCD). Using an established Pavlovian fear conditioning and reversal procedure, we studied skin conductance responses in 41 patients with OCD and in 32 matched healthy control participants. Within both groups, fear acquisition and reversal effects were evident. When comparing groups, patients showed impaired differential learning of threatening and safe stimuli, consistent with previous research. In contrast to prior findings, differential learning impairments were restricted to fear acquisition, and not observed in the reversal stage of the experiment. As previous and present fear reversal experiments in OCD differed in the use of color coding to facilitate stimulus discrimination, the studies converge to suggest that differential learning of threatening versus safe stimuli is impaired in OCD, but manifests itself differently depending on the difficulty of the association to be learned. When supported by the addition of color, patients with OCD previously appeared to acquire an association early but failed to reverse it according to changed contingencies. In absence of such color coding of stimuli, our data suggest that patients with OCD already show differential learning impairments during fear acquisition, which may relate to findings of altered coping with uncertainty previously observed in OCD. Impaired differential learning of threatening versus safe stimuli should be studied further in OCD, in order to determine whether impairments in differential learning predict treatment outcomes in patients, and whether they are etiologically relevant for OCD.
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Affiliation(s)
- Björn Elsner
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Benedikt Reuter
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Mahboba Said
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Clas Linnman
- Spaulding Neuroimaging Lab, Harvard Medical School, Boston, Massachusetts, USA
| | - Norbert Kathmann
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Jan-Carl Beucke
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany.,Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Institute for Systems Medicine, Department of Medicine, MSH Medical School Hamburg, Hamburg, Germany
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3
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Gu Y, Zhu D. nNOS-mediated protein-protein interactions: promising targets for treating neurological and neuropsychiatric disorders. J Biomed Res 2020; 35:1-10. [PMID: 33402546 PMCID: PMC7874267 DOI: 10.7555/jbr.34.20200108] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Neurological and neuropsychiatric disorders are one of the leading causes of disability worldwide and affect the health of billions of people. Nitric oxide (NO), a free gas with multitudinous bioactivities, is mainly produced from the oxidation of L-arginine by neuronal nitric oxide synthase (nNOS) in the brain. Inhibiting nNOS benefits a variety of neurological and neuropsychiatric disorders, including stroke, depression and anxiety disorders, post-traumatic stress disorder, Parkinson's disease, Alzheimer's disease, chronic pain, and drug addiction. Due to critical roles of nNOS in learning and memory and synaptic plasticity, direct inhibition of nNOS may cause severe side effects. Importantly, interactions of several proteins, including post-synaptic density 95 (PSD-95), carboxy-terminal PDZ ligand of nNOS (CAPON) and serotonin transporter (SERT), with the PSD/Disc-large/ZO-1 homologous (PDZ) domain of nNOS have been demonstrated to influence the subcellular distribution and activity of the enzyme in the brain. Therefore, it will be a preferable means to interfere with nNOS-mediated protein-protein interactions (PPIs), which do not lead to undesirable effects. Herein, we summarize the current literatures on nNOS-mediated PPIs involved in neurological and neuropsychiatric disorders, and the discovery of drugs targeting the PPIs, which is expected to provide potential targets for developing novel drugs and new strategy for the treatment of neurological and neuropsychiatric disorders.
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Affiliation(s)
- Yuanyuan Gu
- Department of Pharmacology, School of Pharmacy, Nanjing Medical University, Nanjing, Jiangsu 211166, China
| | - Dongya Zhu
- Department of Pharmacology, School of Pharmacy, Nanjing Medical University, Nanjing, Jiangsu 211166, China.,Institution of Stem Cell and Neuroregeneration, School of Pharmacy, Nanjing Medical University, Nanjing, Jiangsu 211166, China
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4
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Mnemonic discrimination in treatment-seeking adults with and without PTSD. Behav Res Ther 2020; 131:103650. [PMID: 32504887 DOI: 10.1016/j.brat.2020.103650] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 03/24/2020] [Accepted: 05/21/2020] [Indexed: 11/22/2022]
Abstract
Posttraumatic stress disorder (PTSD) is characterized by overgeneralized emotional reactivity following a trauma. Similarities between current, safe contexts and past, threatening events trigger recurrent, distressing responses and can contribute to a host of symptoms, including reexperiencing and hypervigilance. Mnemonic discrimination, a component process of episodic memory, could promote overgeneralization when impaired. Mnemonic discrimination reflects the integration of old and new experiences and one's ability to differentiate them despite their similarities. To date, little research has been conducted in clinical populations and none with individuals with PTSD. In this study, we examined mnemonic discrimination performance among treatment-seeking adults with and without PTSD and healthy comparison participants (n = 190). There were significant group differences in mnemonic discrimination performance, but not in general recognition memory. Individuals without psychopathology outperformed individuals with PTSD and treatment-seeking individuals without PTSD. However, there were no differences in mnemonic discrimination performance among individuals with PTSD and any other diagnoses. Finally, clinical groups with or without trauma exposure also did not differ in mnemonic discrimination performance. Results held when we adjusted for general recognition memory. Findings suggest that poor mnemonic discrimination is transdiagnostically associated with emotional disorders. Future work is merited to explore this as a measurable and potentially malleable, though non-specific, risk factor.
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5
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Lis S, Thome J, Kleindienst N, Mueller-Engelmann M, Steil R, Priebe K, Schmahl C, Hermans D, Bohus M. Generalization of fear in post-traumatic stress disorder. Psychophysiology 2019; 57:e13422. [PMID: 31206738 DOI: 10.1111/psyp.13422] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Revised: 05/14/2019] [Accepted: 05/17/2019] [Indexed: 12/29/2022]
Abstract
Overgeneralization (i.e., the transfer of fear to stimuli not related to an aversive event) is part of alterations in associative fear learning in mental disorders. In the present experimental study, we investigated whether this holds true for post-traumatic stress disorder (PTSD) related to childhood abuse. We expected that fear generalization under experimental conditions reflects generalization of aversive stimuli to different social domains in real life. Sixty-four women with PTSD after childhood abuse and 30 healthy participants (HC) underwent a differential fear conditioning and generalization paradigm. Online risk ratings, reaction time, and fear-potentiated startle served as dependent variables. Based on the subjectively assessed generalization of triggered intrusions across different domains of life, PTSD participants were split into two groups reporting low (low-GEN) and high (high-GEN) generalization. PTSD patients reported a higher expectation of an aversive event. During fear conditioning, they assessed the risk of danger related to a safety cue slower and showed a blunted fear-potentiated startle toward the danger cue. During generalization testing, reaction time increased in the high-GEN patients and decreased in the HC group with increasing similarity of a stimulus with the conditioned safety cue. Alterations of fear learning in PTSD suggest impaired defensive responses in case of a high threat probability. Moreover, our findings bridge the gap between the generalization of aversive cues during everyday life and laboratory-based experimental parameters: impairments in the processing of cues signaling safety generalize particularly in those patients who report a spreading of PTSD symptoms across different domains of everyday life.
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Affiliation(s)
- S Lis
- Institute for Psychiatric and Psychosomatic Psychotherapy, Central Institute of Mental Health Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - J Thome
- Institute for Psychiatric and Psychosomatic Psychotherapy, Central Institute of Mental Health Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.,Department of Psychiatry, Western University, London, Canada.,Department of Theoretical Neuroscience, Central Institute of Mental Health Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - N Kleindienst
- Institute for Psychiatric and Psychosomatic Psychotherapy, Central Institute of Mental Health Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - M Mueller-Engelmann
- Department of Clinical Psychology and Intervention, Institute of Psychology, Goethe University, Frankfurt, Frankfurt, Germany
| | - R Steil
- Department of Clinical Psychology and Intervention, Institute of Psychology, Goethe University, Frankfurt, Frankfurt, Germany
| | - K Priebe
- Department of Psychology, Faculty of Life Sciences, Humboldt University Berlin, Berlin, Germany
| | - C Schmahl
- Department of Psychosomatic Medicine and Psychotherapy, Central Institute of Mental Health Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - D Hermans
- Faculty of Psychology and Educational Sciences, Leuven University, Flanders, Belgium
| | - M Bohus
- Institute for Psychiatric and Psychosomatic Psychotherapy, Central Institute of Mental Health Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.,McLean Hospital, Harvard Medical School, Boston, Massachusetts
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6
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Uncoupling nNOS-PSD-95 in the ACC can inhibit contextual fear generalization. Biochem Biophys Res Commun 2019; 513:248-254. [PMID: 30954227 DOI: 10.1016/j.bbrc.2019.03.184] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Accepted: 03/27/2019] [Indexed: 12/28/2022]
Abstract
A typical feature of the contextual fear memory is increased fear generalization with time. Though much attention has been given to the neural structures that underlie the long-term consolidation of a contextual fear memory, the molecular mechanisms regulating fear generalization remain unclear. We observed that retrieval of contextual fear in a novel context at a remote time point increased coupling of neuronal nitric oxide synthase (nNOS) with postsynaptic density-95 (PSD-95) and c-Fos expression in the anterior cingulate cortex (ACC). Disrupting nNOS-PSD-95 coupling in the ACC decreased the expression of Histone deacetylase 2 (HDAC2), and inhibited contextual fear generalization at a remote time point. Together, our findings reveal nNOS-PSD-95 interaction in the ACC could be a promising target to prevent or reverse contextual fear generalization.
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7
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Abstract
Excessive fear generalisation is a feature characteristic of clinical anxiety and has been linked to its aetiology. Previous animal studies have shown that the mere passage of time increases fear generalisation and that brief exposure to training cues prior to long-term testing reverses this effect. The current study examined these phenomena in humans. Healthy participants learned the relationship between the presentation of a picture of a neutral male face and the delivery of a mild shock. One group was immediately tested with a novel picture of a somewhat different male face (generalisation test). Another group was tested one week later. A third group was also tested one week later and was additionally exposed to the training picture prior to testing. During picture presentations, shock-expectancy ratings were obtained as a measure of fear. Fear generalisation increased from the immediate test to the 1-week follow-up test. This result could not be attributed to level of neuroticism or a general increase in fear (incubation). Furthermore, the time-dependent increase in fear generalisation vanished following brief exposure to the training picture. Results indicate that human fear generalisation is a temporally dynamic process and that memory for stimulus details can be re-established following a reminder treatment.
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Affiliation(s)
- Arne Leer
- a Clinical Psychology , Utrecht University , Utrecht , Netherlands
| | | | - Miriam J J Lommen
- b Clinical Psychology and Experimental Psychopathology , University of Groningen , Groningen , Netherlands
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8
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Puszta A, Katona X, Bodosi B, Pertich Á, Nyujtó D, Braunitzer G, Nagy A. Cortical Power-Density Changes of Different Frequency Bands in Visually Guided Associative Learning: A Human EEG-Study. Front Hum Neurosci 2018; 12:188. [PMID: 29867412 PMCID: PMC5951962 DOI: 10.3389/fnhum.2018.00188] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Accepted: 04/18/2018] [Indexed: 11/29/2022] Open
Abstract
The computer-based Rutgers Acquired Equivalence test (RAET) is a widely used paradigm to test the function of subcortical structures in visual associative learning. The test consists of an acquisition (pair learning) and a test (rule transfer) phase, associated with the function of the basal ganglia and the hippocampi, respectively. Obviously, such a complex task also requires cortical involvement. To investigate the activity of different cortical areas during this test, 64-channel EEG recordings were recorded in 24 healthy volunteers. Fast-Fourier and Morlet wavelet convolution analyses were performed on the recordings. The most robust power changes were observed in the theta (4–7 Hz) and gamma (>30 Hz) frequency bands, in which significant power elevation was observed in the vast majority of the subjects, over the parieto-occipital and temporo-parietal areas during the acquisition phase. The involvement of the frontal areas in the acquisition phase was remarkably weaker. No remarkable cortical power elevations were found in the test phase. In fact, the power of the alpha and beta bands was significantly decreased over the parietooccipital areas. We conclude that the initial acquisition of the image pairs requires strong cortical involvement, but once the pairs have been learned, neither retrieval nor generalization requires strong cortical contribution.
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Affiliation(s)
- András Puszta
- Sensorimotor Lab, Department of Physiology, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Xénia Katona
- Sensorimotor Lab, Department of Physiology, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Balázs Bodosi
- Sensorimotor Lab, Department of Physiology, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Ákos Pertich
- Sensorimotor Lab, Department of Physiology, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Diána Nyujtó
- Sensorimotor Lab, Department of Physiology, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Gábor Braunitzer
- Laboratory for Perception & Cognition and Clinical Neuroscience (LPCCN), National Institute of Psychiatry and Addictions at Nyírő Gyula Hospital, Budapest, Hungary
| | - Attila Nagy
- Sensorimotor Lab, Department of Physiology, Faculty of Medicine, University of Szeged, Szeged, Hungary
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9
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Caulfield MD, Myers CE. Post-traumatic stress symptoms are associated with better performance on a delayed match-to-position task. PeerJ 2018; 6:e4701. [PMID: 29736339 PMCID: PMC5936632 DOI: 10.7717/peerj.4701] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2017] [Accepted: 04/13/2018] [Indexed: 01/16/2023] Open
Abstract
Many individuals with posttraumatic stress disorder (PTSD) report experiencing frequent intrusive memories of the original traumatic event (e.g., flashbacks). These memories can be triggered by situations or stimuli that reflect aspects of the trauma and may reflect basic processes in learning and memory, such as generalization. It is possible that, through increased generalization, non-threatening stimuli that once evoked normal memories become associated with traumatic memories. Previous research has reported increased generalization in PTSD, but the role of visual discrimination processes has not been examined. To investigate visual discrimination in PTSD, 143 participants (Veterans and civilians) self-assessed for symptom severity were grouped according to the presence of severe PTSD symptoms (PTSS) vs. few/no symptoms (noPTSS). Participants were given a visual match-to-sample pattern separation task that varied trials by spatial separation (Low, Medium, High) and temporal delays (5, 10, 20, 30 s). Unexpectedly, the PTSS group demonstrated better discrimination performance than the noPTSS group at the most difficult spatial trials (Low spatial separation). Further assessment of accuracy and reaction time using diffusion drift modeling indicated that the better performance by the PTSS group on the hardest trials was not explained by slower reaction times, but rather a faster accumulation of evidence during decision making in conjunction with a reduced threshold, indicating a tendency in the PTSS group to decide quickly rather than waiting for additional evidence to support the decision. This result supports the need for future studies examining the precise role of discrimination and generalization in PTSD, and how these cognitive processes might contribute to expression and maintenance of PTSD symptoms.
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Affiliation(s)
- Meghan D Caulfield
- Department of Psychology, Lafayette College, Easton, PA, United States of America.,Neurobehavioral Research Laboratory, VA New Jersey Health Care System, East Orange, NJ, United States of America
| | - Catherine E Myers
- Neurobehavioral Research Laboratory, VA New Jersey Health Care System, East Orange, NJ, United States of America.,Department of Pharmacology, Physiology & Neuroscience, Rutgers University-New Jersey Medical School, Newark, NJ, United States of America
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10
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Effect of Threat on Right dlPFC Activity during Behavioral Pattern Separation. J Neurosci 2017; 37:9160-9171. [PMID: 28842415 DOI: 10.1523/jneurosci.0717-17.2017] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Revised: 07/14/2017] [Accepted: 07/20/2017] [Indexed: 01/29/2023] Open
Abstract
It has long been established that individuals with anxiety disorders tend to overgeneralize attributes of fearful stimuli to nonfearful stimuli, but there is little mechanistic understanding of the neural system that supports overgeneralization. To address this gap in our knowledge, this study examined effect of experimentally induced anxiety in humans on generalization using the behavioral pattern separation (BPS) paradigm. Healthy subjects of both sexes encoded and retrieved novel objects during periods of safety and threat of unpredictable shocks while we recorded brain activity with fMRI. During retrieval, subjects were instructed to differentiate among new, old, and altered images. We hypothesized that the hippocampus and dorsolateral prefrontal cortex (dlPFC) would play a key role in the effect of anxiety on BPS. The dlPFC, but not the hippocampus, showed increased activity for altered images compared with old images when retrieval occurred during periods of threat compared with safety. In addition, accuracy for altered items retrieved during threat was correlated with dlPFC activity. Together, these results suggest that overgeneralization in anxiety patients may be mediated by an inability to recruit the dlPFC, which mediates the cognitive control needed to overcome anxiety and differentiate between old and altered items during periods of threat.SIGNIFICANCE STATEMENT Anxiety and posttraumatic stress disorder patients generalize fear to nonfearful fear stimuli, making it difficult to regulate anxiety. Understanding how anxiety affects generalization is key to understanding the overgeneralization experienced by these patients. We examined this relationship in healthy subjects by studying how threat of shock affects neural responses to previously encountered stimuli. Although previous studies point to hippocampal involvement, we found that threat affected activity in the dorsolateral prefrontal cortex (dlPFC), rather than the hippocampus, when subjects encountered slightly altered versions of the previously encountered items. Importantly, this dlPFC activity predicted performance for these items. Together, these results suggest that the dlPFC is important for discrimination during elevated anxiety and that overgeneralization may reflect a deficit in dlPFC-mediated cognitive control.
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11
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Braunitzer G, Őze A, Eördegh G, Pihokker A, Rózsa P, Kasik L, Kéri S, Nagy A. The development of acquired equivalence from childhood to adulthood-A cross-sectional study of 265 subjects. PLoS One 2017. [PMID: 28632760 PMCID: PMC5478105 DOI: 10.1371/journal.pone.0179525] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
Acquired equivalence (AE) is a form of feedback-based associative learning where the subject learns that two or more stimuli are equivalent in terms of being mapped onto the same outcomes or responses. While several studies dealt with how various neurological and psychiatric conditions affect performance on AE tasks (typically with small populations), studies dealing with AE in healthy subjects are rare, and no study has ever made an attempt to plot the development of this form of learning from the childhood through adulthood. In a cross-sectional study, we assessed the AE performance of 265 healthy subjects aged 3 to 52 years with the computer-based Rutgers Equivalence Test (Fish-Face Test, FFT). The test assesses three main aspects of AE: the efficiency of pair learning, the efficiency of the retrieval of acquired pairs, and the ability to generalise previous knowledge to a new stimulus that partially overlaps with the previous ones. It has been demonstrated in imaging studies that the initial, pair learning phase of this specific test is dependent on the basal ganglia, while its generalization phase requires the hippocampi. We found that both pair learning and retrieval exhibited development well into adulthood, but generalisation did not, after having reached its adult-like level by the age of 6. We propose that these findings might be explained by the integrative encoding theory that focuses on the parallel dopaminergic midbrain-striatum/midbrain-hippocampus connections.
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Affiliation(s)
- Gábor Braunitzer
- Nyírő Gyula Hospital, Laboratory for Perception & Cognition and Clinical Neuroscience, Budapest, Hungary
| | - Attila Őze
- University of Szeged, Faculty of Medicine, Department of Physiology, Szeged, Hungary
| | - Gabriella Eördegh
- University of Szeged, Faculty of Dentistry, Department of Operative and Esthetic Dentistry, Szeged, Hungary
| | - Anna Pihokker
- University of Szeged, Faculty of Medicine, Department of Physiology, Szeged, Hungary
| | - Petra Rózsa
- University of Szeged, Faculty of Medicine, Department of Physiology, Szeged, Hungary
| | - László Kasik
- University of Szeged, Faculty of Arts, Institute of Education, Department of Social and Affective Education, Szeged, Hungary
| | - Szabolcs Kéri
- Nyírő Gyula Hospital, Laboratory for Perception & Cognition and Clinical Neuroscience, Budapest, Hungary
| | - Attila Nagy
- University of Szeged, Faculty of Medicine, Department of Physiology, Szeged, Hungary
- * E-mail:
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12
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Sheynin J, Shind C, Radell M, Ebanks-Williams Y, Gilbertson MW, Beck KD, Myers CE. Greater avoidance behavior in individuals with posttraumatic stress disorder symptoms. Stress 2017; 20:285-293. [PMID: 28322068 PMCID: PMC5490437 DOI: 10.1080/10253890.2017.1309523] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Abstract
While avoidance is a core symptom of PTSD, little is known about whether individuals with PTSD show a general cognitive bias to acquire and express avoidance, in situations not related to trauma or fear. Here, we used a computer-based task to examine operant acquisition and extinction of avoidance in participants with and without severe self-reported PTSD symptoms. A total of 119 participants (77 male, 42 female; 74 veteran, 45 civilian) with symptoms (PTSS; n = 63) or with few/no symptoms (noPTSS; n = 56) performed a task, in which they controlled a spaceship and could shoot a target to gain points or hide in "safe areas" to escape or avoid on-screen aversive events. Results show that participants with PTSS exhibited more avoidance across trials than noPTSS participants, particularly due to more avoidance behavior in PTSS females compared to noPTSS females. Avoidance behavior decreased across extinction trials but interactions with PTSS and gender fell short of significance. Overall, PTSD symptoms were associated with propensity to acquire and express avoidance behavior, in both civilians and veterans, and even in a cognitive task that does not explicitly involve trauma or fear. This effect was more pronounced in females, highlighting the role of gender differences in PTSD symptomatology. Importantly, this study also demonstrates the potential of an objective assessment of avoidance behavior, which could be used to supplement the common but limited self-report tools.
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Affiliation(s)
- Jony Sheynin
- Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI, USA
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Christine Shind
- Department of Veterans Affairs, New Jersey Health Care System, East Orange, NJ, USA
| | - Milen Radell
- Department of Veterans Affairs, New Jersey Health Care System, East Orange, NJ, USA
| | | | | | - Kevin D. Beck
- Department of Veterans Affairs, New Jersey Health Care System, East Orange, NJ, USA
- Department of Pharmacology, Physiology & Neuroscience, New Jersey Medical School, Rutgers University, Newark, NJ, USA
| | - Catherine E. Myers
- Department of Veterans Affairs, New Jersey Health Care System, East Orange, NJ, USA
- Department of Pharmacology, Physiology & Neuroscience, New Jersey Medical School, Rutgers University, Newark, NJ, USA
- Corresponding Author: Catherine E. Myers, Research Services, VA New Jersey Health Care System, 385 Tremont Avenue, East Orange, NJ 07018, , Phone: 973-676-1000 x(1)1810
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13
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Post-traumatic stress disorder symptom burden and gender each affect generalization in a reward- and punishment-learning task. PLoS One 2017; 12:e0172144. [PMID: 28196108 PMCID: PMC5308829 DOI: 10.1371/journal.pone.0172144] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Accepted: 01/31/2017] [Indexed: 11/23/2022] Open
Abstract
Post-traumatic stress disorder (PTSD) can develop following exposure to a traumatic event. Re-experiencing, which includes intrusive memories or flashbacks of the trauma, is a core symptom cluster of PTSD. From an associative learning perspective, this cluster may be attributed to cues associated with the trauma, which have come to elicit symptoms in a variety of situations encountered in daily life due to a tendency to overgeneralize. Consistent with this, prior studies have indicated that both individuals with clinically diagnosed with PTSD, and those with self-reported symptoms who may not meet full diagnostic criteria, show changes in generalization. Building on prior research, the current study examined whether PTSD symptom burden, but also gender, veteran status, and combat experience–all associated with PTSD vulnerability–modulate learning and generalization in a computer-based task. Participants were presented with stimulus compounds consisting of a foreground and background that could be predictive of reward, punishment or no outcome. Learning was followed by a generalization test where these components were recombined to form novel configurations. An interaction between PTSD symptom burden and gender was found where females with more severe PTSD symptoms showed no evidence of sensitivity to the background. This result is consistent with increased generalization, and may indicate a decrease in the ability to process cue configurations leading to re-experiencing in a variety of situations. Further work is indicated to help elucidate the cognitive processes driving gender differences that may confer vulnerability to PTSD.
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14
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Myers CE, Rego J, Haber P, Morley K, Beck KD, Hogarth L, Moustafa AA. Learning and generalization from reward and punishment in opioid addiction. Behav Brain Res 2016; 317:122-131. [PMID: 27641323 DOI: 10.1016/j.bbr.2016.09.033] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Revised: 08/24/2016] [Accepted: 09/12/2016] [Indexed: 10/21/2022]
Abstract
This study adapts a widely-used acquired equivalence paradigm to investigate how opioid-addicted individuals learn from positive and negative feedback, and how they generalize this learning. The opioid-addicted group consisted of 33 participants with a history of heroin dependency currently in a methadone maintenance program; the control group consisted of 32 healthy participants without a history of drug addiction. All participants performed a novel variant of the acquired equivalence task, where they learned to map some stimuli to correct outcomes in order to obtain reward, and to map other stimuli to correct outcomes in order to avoid punishment; some stimuli were implicitly "equivalent" in the sense of being paired with the same outcome. On the initial training phase, both groups performed similarly on learning to obtain reward, but as memory load grew, the control group outperformed the addicted group on learning to avoid punishment. On a subsequent testing phase, the addicted and control groups performed similarly on retention trials involving previously-trained stimulus-outcome pairs, as well as on generalization trials to assess acquired equivalence. Since prior work with acquired equivalence tasks has associated stimulus-outcome learning with the nigrostriatal dopamine system, and generalization with the hippocampal region, the current results are consistent with basal ganglia dysfunction in the opioid-addicted patients. Further, a selective deficit in learning from punishment could contribute to processes by which addicted individuals continue to pursue drug use even at the cost of negative consequences such as loss of income and the opportunity to engage in other life activities.
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Affiliation(s)
- Catherine E Myers
- Department of Veterans Affairs, New Jersey Health Care System, East Orange, NJ, USA; Department of Pharmacology, Physiology & Neuroscience, New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, NJ, USA.
| | - Janice Rego
- School of Social Sciences and Psychology, Western Sydney University, Sydney, NSW, Australia
| | - Paul Haber
- NHMRC Centre of Research Excellence in Mental Health and Substance Use, Discipline of Addiction Medicine, Central Clinical School, The University of Sydney, NSW, Australia
| | - Kirsten Morley
- NHMRC Centre of Research Excellence in Mental Health and Substance Use, Discipline of Addiction Medicine, Central Clinical School, The University of Sydney, NSW, Australia
| | - Kevin D Beck
- Department of Veterans Affairs, New Jersey Health Care System, East Orange, NJ, USA; Department of Pharmacology, Physiology & Neuroscience, New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, NJ, USA
| | - Lee Hogarth
- School of Psychology, University of New South Wales, Sydney, NSW, Australia; School of Psychology, University of Exeter, Exeter, UK
| | - Ahmed A Moustafa
- Department of Veterans Affairs, New Jersey Health Care System, East Orange, NJ, USA; Marcs Institute for Brain and Behaviour, Western Sydney University, Sydney, NSW, Australia
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15
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Moustafa AA, Phillips J, Kéri S, Misiak B, Frydecka D. On the Complexity of Brain Disorders: A Symptom-Based Approach. Front Comput Neurosci 2016; 10:16. [PMID: 26941635 PMCID: PMC4763073 DOI: 10.3389/fncom.2016.00016] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2015] [Accepted: 02/05/2016] [Indexed: 12/27/2022] Open
Abstract
Mounting evidence shows that brain disorders involve multiple and different neural dysfunctions, including regional brain damage, change to cell structure, chemical imbalance, and/or connectivity loss among different brain regions. Understanding the complexity of brain disorders can help us map these neural dysfunctions to different symptom clusters as well as understand subcategories of different brain disorders. Here, we discuss data on the mapping of symptom clusters to different neural dysfunctions using examples from brain disorders such as major depressive disorder (MDD), Parkinson’s disease (PD), schizophrenia, posttraumatic stress disorder (PTSD) and Alzheimer’s disease (AD). In addition, we discuss data on the similarities of symptoms in different disorders. Importantly, computational modeling work may be able to shed light on plausible links between various symptoms and neural damage in brain disorders.
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Affiliation(s)
- Ahmed A Moustafa
- School of Social Sciences and Psychology, Western Sydney UniversitySydney, NSW, Australia; Marcs Institute for Brain and Behavior, Western Sydney UniversitySydney, NSW, Australia
| | - Joseph Phillips
- School of Social Sciences and Psychology, Western Sydney University Sydney, NSW, Australia
| | - Szabolcs Kéri
- Nyírö Gyula Hospital, National Institute of Psychiatry and Addictions Budapest, Hungary
| | - Blazej Misiak
- Department and Clinic of Psychiatry, Wroclaw Medical UniversityWroclaw, Poland; Department of Genetics, Wroclaw Medical UniversityWroclaw, Poland
| | - Dorota Frydecka
- Department and Clinic of Psychiatry, Wroclaw Medical University Wroclaw, Poland
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16
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Fujinaka A, Li R, Hayashi M, Kumar D, Changarathil G, Naito K, Miki K, Nishiyama T, Lazarus M, Sakurai T, Kee N, Nakajima S, Wang SH, Sakaguchi M. Effect of context exposure after fear learning on memory generalization in mice. Mol Brain 2016; 9:2. [PMID: 26745987 PMCID: PMC4706703 DOI: 10.1186/s13041-015-0184-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2015] [Accepted: 12/30/2015] [Indexed: 11/10/2022] Open
Abstract
Background The conditions under which memory generalization occurs are not well understood. Although it is believed that fear memory generalization is gradually established after learning, it is not clear whether experiences soon after learning affect generalization. Results Using a contextual fear conditioning paradigm in mice, we found that fear memory generalization occurred when mice were exposed to a familiar, unconditioned context soon after fear learning. Conclusions Our results suggest that the familiarity of contexts and the timing of their exposure influences memory generalization, which increases our understanding of the mechanisms of generalization. Electronic supplementary material The online version of this article (doi:10.1186/s13041-015-0184-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ayano Fujinaka
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Japan.
| | - Ruoshi Li
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Japan.
| | - Masanobu Hayashi
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Japan.
| | - Deependra Kumar
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Japan.
| | - Gopakumar Changarathil
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Japan.
| | - Keisuke Naito
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Japan.
| | - Kousuke Miki
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Japan.
| | - Taihei Nishiyama
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Japan.
| | - Michael Lazarus
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Japan.
| | - Takeshi Sakurai
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Japan. .,Department of Molecular Neuroscience and Integrative Physiology, Faculty of Medicine, Kanazawa University, Ishikawa, Japan.
| | | | - Satomi Nakajima
- Department of Adult Mental Health, National Center of Neurology and Psychiatry, National Institute of Mental Health, Tokyo, Japan.
| | - Szu-Han Wang
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK.
| | - Masanori Sakaguchi
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Japan.
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17
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Levy-Gigi E, Richter-Levin G, Okon-Singer H, Kéri S, Bonanno GA. The hidden price and possible benefit of repeated traumatic exposure. Stress 2016; 19:1-7. [PMID: 26513400 DOI: 10.3109/10253890.2015.1113523] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
There is a growing evidence showing that first-responders who are frequently exposed to traumatic events as part of their occupational routine may pay a hidden price. Although they display low to moderate levels of post-traumatic stress disorder (PTSD) symptoms, similar to individuals with full-blown PTSD, they show impaired ability to process and react according to contextual demands. We aimed to test whether this impairment affects performance on simple unrelated tasks and its association with cumulative traumatic exposure and level of PTSD symptoms. Thirty-nine trauma-exposed criminal scene investigator police and 35 unexposed civilians matched for age, gender, and education performed a simple discrimination task in the presence of aversive pictures with low or high intensity. We predicted and found that trauma-exposed individuals failed to modify their behavior in accordance with levels of negative intensity. Hence they were equally distracted in both low and high negative intensity conditions, compared to unexposed controls who showed improved performance in low intensity conditions. Importantly, performance of trauma-exposed individuals on conditions of low intensity negatively correlated with their levels of PTSD symptoms. These results highlight the maladaptive tendency of individuals with repeated traumatic exposure to maintain the same behavior in low-intensity contextual conditions when it is no longer adequate. Interestingly however, in high-intensity conditions trauma-exposed individuals outperformed unexposed controls. Specifically, when completing simple tasks in high intensity conditions. The results suggest that repeated traumatic exposure has both positive and negative consequences on the way individuals interpret and react to their environment.
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Affiliation(s)
- Einat Levy-Gigi
- a The institute for the Study of Affective Neuroscience, University of Haifa , Haifa , Israel
| | - Gal Richter-Levin
- a The institute for the Study of Affective Neuroscience, University of Haifa , Haifa , Israel
- b Sagol Department of Neurobiology, University of Haifa , Haifa , Israel
- c Department of Psychology , University of Haifa , Haifa , Israel
| | | | - Szabolcs Kéri
- d Department of Cognitive Science , Budapest University of Technology and Economics , Budapest , Hungary
- e Nyírő Gyula Hospital, National Institute of Psychiatry and Addictions , Budapest , Hungary , and
| | - George A Bonanno
- f Department of Counseling and Clinical Psychology , Teachers College, Columbia University , New York , NY , USA
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18
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Adult Hippocampal Neurogenesis, Fear Generalization, and Stress. Neuropsychopharmacology 2016; 41:24-44. [PMID: 26068726 PMCID: PMC4677119 DOI: 10.1038/npp.2015.167] [Citation(s) in RCA: 138] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2015] [Revised: 05/29/2015] [Accepted: 06/05/2015] [Indexed: 12/21/2022]
Abstract
The generalization of fear is an adaptive, behavioral, and physiological response to the likelihood of threat in the environment. In contrast, the overgeneralization of fear, a cardinal feature of posttraumatic stress disorder (PTSD), manifests as inappropriate, uncontrollable expression of fear in neutral and safe environments. Overgeneralization of fear stems from impaired discrimination of safe from aversive environments or discernment of unlikely threats from those that are highly probable. In addition, the time-dependent erosion of episodic details of traumatic memories might contribute to their generalization. Understanding the neural mechanisms underlying the overgeneralization of fear will guide development of novel therapeutic strategies to combat PTSD. Here, we conceptualize generalization of fear in terms of resolution of interference between similar memories. We propose a role for a fundamental encoding mechanism, pattern separation, in the dentate gyrus (DG)-CA3 circuit in resolving interference between ambiguous or uncertain threats and in preserving episodic content of remote aversive memories in hippocampal-cortical networks. We invoke cellular-, circuit-, and systems-based mechanisms by which adult-born dentate granule cells (DGCs) modulate pattern separation to influence resolution of interference and maintain precision of remote aversive memories. We discuss evidence for how these mechanisms are affected by stress, a risk factor for PTSD, to increase memory interference and decrease precision. Using this scaffold we ideate strategies to curb overgeneralization of fear in PTSD.
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19
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Anastasides N, Beck KD, Pang KC, Servatius RJ, Gilbertson MW, Orr SP, Myers CE. Increased generalization of learned associations is related to re-experiencing symptoms in veterans with symptoms of post-traumatic stress. Stress 2015; 18:484-9. [PMID: 26372003 PMCID: PMC4583812 DOI: 10.3109/10253890.2015.1053450] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
One interpretation of re-experiencing symptoms in post-traumatic stress disorder (PTSD) is that memories related to emotional information are stored strongly, but with insufficient specificity, so that stimuli which are minimally related to the traumatic event are sufficient to trigger recall. If so, re-experiencing symptoms may reflect a general bias against encoding background information during a learning experience, and this tendency might not be limited to learning about traumatic or even autobiographical events. To test this possibility, we administered a discrimination-and-transfer task to 60 Veterans (11.2% female, mean age 54.0 years) self-assessed for PTSD symptoms in order to examine whether re-experiencing symptoms were associated with increased generalization following associative learning. The discrimination task involved learning to choose the rewarded object from each of six object pairs; each pair differed in color or shape but not both. In the transfer phase, the irrelevant feature in each pair was altered. Regression analysis revealed no relationships between re-experiencing symptoms and initial discrimination learning. However, re-experiencing symptom scores contributed to the prediction of transfer performance. Other PTSD symptom clusters (avoidance/numbing, hyperarousal) did not account for significant additional variance. The results are consistent with an emerging interpretation of re-experiencing symptoms as reflecting a learning bias that favors generalization at the expense of specificity. Future studies will be needed to determine whether this learning bias may pre-date and confer risk for, re-experiencing symptoms in individuals subsequently exposed to trauma, or emerges only in the wake of trauma exposure and PTSD symptom development.
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Affiliation(s)
- Nicole Anastasides
- Department of Veterans Affairs, VA New Jersey Health Care System, East Orange, NJ, USA
| | - Kevin D. Beck
- Department of Veterans Affairs, VA New Jersey Health Care System, East Orange, NJ, USA
- Stress & Motivated Behavior Institute, New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, NJ, USA
| | - Kevin C.H. Pang
- Department of Veterans Affairs, VA New Jersey Health Care System, East Orange, NJ, USA
- Stress & Motivated Behavior Institute, New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, NJ, USA
| | - Richard J. Servatius
- Stress & Motivated Behavior Institute, New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, NJ, USA
- Department of Veterans Affairs, Syracuse NY, USA
| | | | - Scott P. Orr
- Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA
| | - Catherine E. Myers
- Department of Veterans Affairs, VA New Jersey Health Care System, East Orange, NJ, USA
- Stress & Motivated Behavior Institute, New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, NJ, USA
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