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Noble NC, Sendi MSE, Merker JB, Linton SR, Webber TK, Etkin A, Wu W, Ressler KJ, Seligowski AV. PTSD-related differences in resting-state functional connectivity and associations with sex hormones. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.09.26.24314301. [PMID: 39399043 PMCID: PMC11469513 DOI: 10.1101/2024.09.26.24314301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/15/2024]
Abstract
Background Posttraumatic stress disorder (PTSD) is a debilitating condition that disproportionately impacts individuals who are female. Prior research indicates that males with PTSD exhibit hypoconnectivity of frontal brain regions measured with resting electroencephalography (EEG). The present study examined functional connectivity among females with PTSD and trauma-exposed controls, as well as the impact of sex hormones. Methods Participants included 61 females (Mage = 31.41, SD = 8.64) who endorsed Criterion A trauma exposure. Resting state EEG data were recorded for five minutes in the eyes open position. Using a Linear Mixed Effects model, paired region-of-interest power envelope connectivity of the theta band (4-7 Hz) served as the response variables. Results Compared to controls, the PTSD group displayed hyperconnectivity between visual brain regions and the rest of the cerebral cortex (pFDR < 0.05). Additionally, participants with PTSD demonstrated enhanced connectivity between the default mode network and frontoparietal control network compared to controls (pFDR < 0.05), as well as increased connectivity between the ventral attention network and the rest of the cerebral cortex (pFDR < 0.05). Estradiol was associated with higher connectivity, while progesterone was associated with lower connectivity, but these did not survive correction. Conclusions Results are consistent with prior research indicating that PTSD is associated with altered connectivity in visual brain regions, which may reflect disrupted visual processing related to reexperiencing symptoms (e.g., intrusive memories). Our findings provide additional support for the relevance of the theta frequency range in PTSD given its role in fear learning and regulation processes.
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Affiliation(s)
- Natalie C. Noble
- Department of Psychological Science, University of Vermont, Burlington, VT, USA
| | - Mohammad S. E. Sendi
- Deparment of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
| | - Julia B. Merker
- Department of Psychological & Brain Sciences, University of Delaware, Newark, DE, USA
| | - Samantha R. Linton
- Deparment of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
| | - Theresa K. Webber
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
| | - Amit Etkin
- Alto Neuroscience, Palo Alto, CA, USA
- Department of Psychiatry, Stanford University, Palo Alto, CA, USA
| | - Wei Wu
- Alto Neuroscience, Palo Alto, CA, USA
- Department of Psychiatry, Stanford University, Palo Alto, CA, USA
| | - Kerry J. Ressler
- Deparment of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
| | - Antonia V. Seligowski
- Deparment of Psychiatry, Harvard Medical School, Boston, MA, USA
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston, MA, USA
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2
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Pan DN, Hoid D, Wolf OT, Merz CJ, Li X. Conflict Dynamics of Post-Retrieval Extinction: A Comparative Analysis of Unconditional and Conditional Reminders Using Skin Conductance Responses and EEG. Brain Topogr 2024; 37:834-848. [PMID: 38635017 DOI: 10.1007/s10548-024-01051-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 04/04/2024] [Indexed: 04/19/2024]
Abstract
The post-retrieval extinction paradigm, rooted in reconsolidation theory, holds promise for enhancing extinction learning and addressing anxiety and trauma-related disorders. This study investigates the impact of two reminder types, mild US-reminder (US-R) and CS-reminder (CS-R), along with a no-reminder extinction, on fear recovery prevention in a categorical fear conditioning paradigm. Scalp EEG recordings during reminder and extinction processes were conducted in a three-day design. Results show that the US-R group exhibits a distinctive extinction learning pattern, characterized by a slowed-down yet successful process and pronounced theta-alpha desynchronization (source-located in the prefrontal cortex) during CS processing, followed by enhanced synchronization (source-located in the anterior cingulate) after shock cancellation in extinction trials. These neural dynamics correlate with the subtle advantage of US-R in the Day 3 recovery test, presenting faster spontaneous recovery fading and generally lower fear reinstatement responses. Conversely, the CS reminder elicits CS-specific effects in later episodic tests. The unique neural features of the US-R group suggest a larger prediction error and subsequent effortful conflict learning processes, warranting further exploration.
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Affiliation(s)
- Dong-Ni Pan
- School of Psychology, Beijing Language and Culture University, Beijing, 100083, China
- Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, No 16 Lincui Rd Chaoyang District, Beijing, 100101, China
- Department of Cognitive Psychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr University Bochum, 44801, Bochum, Germany
| | - Delhii Hoid
- Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, No 16 Lincui Rd Chaoyang District, Beijing, 100101, China
- Department of Psychology, School of Social Sciences, Tsinghua University, Beijing, 100083, China
| | - Oliver T Wolf
- Department of Cognitive Psychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr University Bochum, 44801, Bochum, Germany
| | - Christian J Merz
- Department of Cognitive Psychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr University Bochum, 44801, Bochum, Germany
| | - Xuebing Li
- Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, No 16 Lincui Rd Chaoyang District, Beijing, 100101, China.
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Pirazzini G, Starita F, Ricci G, Garofalo S, di Pellegrino G, Magosso E, Ursino M. Changes in brain rhythms and connectivity tracking fear acquisition and reversal. Brain Struct Funct 2023:10.1007/s00429-023-02646-7. [PMID: 37129622 DOI: 10.1007/s00429-023-02646-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 04/17/2023] [Indexed: 05/03/2023]
Abstract
Fear conditioning is used to investigate the neural bases of threat and anxiety, and to understand their flexible modifications when the environment changes. This study aims to examine the temporal evolution of brain rhythms using electroencephalographic signals recorded in healthy volunteers during a protocol of Pavlovian fear conditioning and reversal. Power changes and Granger connectivity in theta, alpha, and gamma bands are investigated from neuroelectrical activity reconstructed on the cortex. Results show a significant increase in theta power in the left (contralateral to electrical shock) portion of the midcingulate cortex during fear acquisition, and a significant decrease in alpha power in a broad network over the left posterior-frontal and parietal cortex. These changes occur since the initial trials for theta power, but require more trials (3/4) to develop for alpha, and are also present during reversal, despite being less pronounced. In both bands, relevant changes in connectivity are mainly evident in the last block of reversal, just when power differences attenuate. No significant changes in the gamma band were detected. We conclude that the increased theta rhythm in the cingulate cortex subserves fear acquisition and is transmitted to other cortical regions via increased functional connectivity allowing a fast theta synchronization, whereas the decrease in alpha power can represent a partial activation of motor and somatosensory areas contralateral to the shock side in the presence of a dangerous stimulus. In addition, connectivity changes at the end of reversal may reflect long-term alterations in synapses necessary to reverse the previously acquired contingencies.
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Affiliation(s)
- Gabriele Pirazzini
- Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi", University of Bologna, Area di Campus Cesena, Via Dell'Università 50, 47521, Cesena, Italy.
| | - Francesca Starita
- Center for Studies and Research in Cognitive Neuroscience, Department of Psychology "Renzo Canestrari", University of Bologna, 40126, Bologna, Italy
| | - Giulia Ricci
- Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi", University of Bologna, Area di Campus Cesena, Via Dell'Università 50, 47521, Cesena, Italy
| | - Sara Garofalo
- Center for Studies and Research in Cognitive Neuroscience, Department of Psychology "Renzo Canestrari", University of Bologna, 40126, Bologna, Italy
| | - Giuseppe di Pellegrino
- Center for Studies and Research in Cognitive Neuroscience, Department of Psychology "Renzo Canestrari", University of Bologna, 40126, Bologna, Italy
| | - Elisa Magosso
- Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi", University of Bologna, Area di Campus Cesena, Via Dell'Università 50, 47521, Cesena, Italy
| | - Mauro Ursino
- Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi", University of Bologna, Area di Campus Cesena, Via Dell'Università 50, 47521, Cesena, Italy
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4
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Using expectation violation models to improve the outcome of psychological treatments. Clin Psychol Rev 2022; 98:102212. [PMID: 36371900 DOI: 10.1016/j.cpr.2022.102212] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 06/14/2022] [Accepted: 10/11/2022] [Indexed: 01/27/2023]
Abstract
Expectations are a central maintaining mechanism in mental disorders and most psychological treatments aim to directly or indirectly modify clinically relevant expectations. Therefore, it is crucial to examine why patients with mental disorders maintain dysfunctional expectations, even in light of disconfirming evidence, and how expectation-violating situations should be created in treatment settings to optimize treatment outcome and reduce the risk of treatment failures. The different psychological subdisciplines offer various approaches for understanding the underlying mechanisms of expectation development, persistence, and change. Here, we convey recommendations on how to improve psychological treatments by considering these different perspectives. Based on our expectation violation model, we argue that the outcome of expectation violation depends on several characteristics: features of the expectation-violating situation; the dynamics between the magnitude of expectation violation and cognitive immunization processes; dealing with uncertainties during and after expectation change; controlled and automatic attention processes; and the costs of expectation changes. Personality factors further add to predict outcomes and may offer a basis for personalized treatment planning. We conclude with a list of recommendations derived from basic psychology that could contribute to improved treatment outcome and to reduced risks of treatment failures.
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5
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Wang R, Yu R, Tian Y, Wu H. Individual variation in the neurophysiological representation of negative emotions in virtual reality is shaped by sociability. Neuroimage 2022; 263:119596. [PMID: 36041644 DOI: 10.1016/j.neuroimage.2022.119596] [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: 04/02/2022] [Revised: 08/24/2022] [Accepted: 08/26/2022] [Indexed: 01/10/2023] Open
Abstract
Negative emotions play a dominant role in daily human life, and mentalizing and empathy are also basic sociability in social life. However, little is known regards the neurophysiological pattern of negative experiences in immersive environments and how people with different sociabilities respond to the negative emotional stimuli at behavioral and neural levels. The present study investigated the neurophysiological representation of negative affective experiences and whether such variations are associated with one's sociability. To address this question, we examined four types of negative emotions that frequently occurred in real life: angry, anxious, fearful, and helpless. We combined naturalistic neuroimaging under virtual reality, multimodal neurophysiological recording, and behavioral measures. Inter-subject representational similarity analysis was conducted to capture the individual differences in the neurophysiological representations of negative emotional experiences. The behavioral and neurophysiological indices revealed that although the emotion ratings were uniquely different, a similar electroencephalography response pattern across these negative emotions was found over the parieto-occipital electrodes. Furthermore, the neurophysiological representations indeed reflected interpersonal variations regarding mentalizing and empathic abilities. Our findings yielded a common pattern of neurophysiological responses toward different negative affective experiences in VR. Moreover, the current results indicate the potential of taking a sociability perspective for understanding the interpersonal variations in the neurophysiological representation of emotion.
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Affiliation(s)
- Ruien Wang
- Centre for Cognitive and Brain Sciences and Department of Psychology, University of Macau, Taipa, Macau SAR, China
| | - Runquan Yu
- Centre for Cognitive and Brain Sciences and Department of Psychology, University of Macau, Taipa, Macau SAR, China
| | - Yan Tian
- Centre for Cognitive and Brain Sciences and Department of Psychology, University of Macau, Taipa, Macau SAR, China
| | - Haiyan Wu
- Centre for Cognitive and Brain Sciences and Department of Psychology, University of Macau, Taipa, Macau SAR, China.
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6
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Kredlow MA, de Voogd LD, Phelps EA. A Case for Translation From the Clinic to the Laboratory. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2022; 17:1120-1149. [PMID: 35245166 PMCID: PMC9271534 DOI: 10.1177/17456916211039852] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Laboratory procedures have been used for decades as analogues for clinical processes with the goal of improving our understanding of psychological treatments for emotional disorders and identifying strategies to make treatments more effective. This research has often focused on translation from the laboratory to the clinic. Although this approach has notable successes, it has not been seamless. There are many examples of strategies that work in the laboratory that fail to lead to improved outcomes when applied clinically. One possible reason for this gap between experimental and clinical research is a failure to focus on translation from the clinic to the laboratory. Here, we discuss potential benefits of translation from the clinic to the laboratory and provide examples of how this might be implemented. We first consider two well-established laboratory analogues (extinction and cognitive reappraisal), identify critical aspects of the related clinical procedures (exposure and cognitive restructuring) that are missing from these analogues, and propose variations to better capture the clinical process. Second, we discuss two clinical procedures that have more recently been brought into the laboratory (eye-movement desensitization and reprocessing and imagery rescripting). We conclude by highlighting potential implications of this proposed shift in focus for translational research.
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Affiliation(s)
- M Alexandra Kredlow
- Department of Psychology, Tufts University
- Department of Psychology, Harvard University
| | - Lycia D de Voogd
- Donders Institute for Brain, Cognition, and Behavior, Radboud University and Radboud University Medical Center
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7
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Sperl MFJ, Panitz C, Skoluda N, Nater UM, Pizzagalli DA, Hermann C, Mueller EM. Alpha-2 Adrenoreceptor Antagonist Yohimbine Potentiates Consolidation of Conditioned Fear. Int J Neuropsychopharmacol 2022; 25:759-773. [PMID: 35748393 PMCID: PMC9515133 DOI: 10.1093/ijnp/pyac038] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 05/26/2022] [Accepted: 06/21/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Hyperconsolidation of aversive associations and poor extinction learning have been hypothesized to be crucial in the acquisition of pathological fear. Previous animal and human research points to the potential role of the catecholaminergic system, particularly noradrenaline and dopamine, in acquiring emotional memories. Here, we investigated in a between-participants design with 3 groups whether the noradrenergic alpha-2 adrenoreceptor antagonist yohimbine and the dopaminergic D2-receptor antagonist sulpiride modulate long-term fear conditioning and extinction in humans. METHODS Fifty-five healthy male students were recruited. The final sample consisted of n = 51 participants who were explicitly aware of the contingencies between conditioned stimuli (CS) and unconditioned stimuli after fear acquisition. The participants were then randomly assigned to 1 of the 3 groups and received either yohimbine (10 mg, n = 17), sulpiride (200 mg, n = 16), or placebo (n = 18) between fear acquisition and extinction. Recall of conditioned (non-extinguished CS+ vs CS-) and extinguished fear (extinguished CS+ vs CS-) was assessed 1 day later, and a 64-channel electroencephalogram was recorded. RESULTS The yohimbine group showed increased salivary alpha-amylase activity, confirming a successful manipulation of central noradrenergic release. Elevated fear-conditioned bradycardia and larger differential amplitudes of the N170 and late positive potential components in the event-related brain potential indicated that yohimbine treatment (compared with a placebo and sulpiride) enhanced fear recall during day 2. CONCLUSIONS These results suggest that yohimbine potentiates cardiac and central electrophysiological signatures of fear memory consolidation. They thereby elucidate the key role of noradrenaline in strengthening the consolidation of conditioned fear associations, which may be a key mechanism in the etiology of fear-related disorders.
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Affiliation(s)
- Matthias F J Sperl
- Correspondence: Matthias F. J. Sperl, Justus Liebig University Giessen, Department of Psychology, Otto-Behaghel-Str. 10F, 35394 Giessen, Germany ()
| | - Christian Panitz
- Department of Psychology, Personality Psychology and Assessment, University of Marburg, Marburg, Germany,Department of Psychology, Experimental Psychology and Methods, University of Leipzig, Leipzig, Germany,Center for the Study of Emotion and Attention, University of Florida, Gainesville, Florida, USA
| | - Nadine Skoluda
- Department of Clinical and Health Psychology, University of Vienna, Vienna, Austria
| | - Urs M Nater
- Department of Clinical and Health Psychology, University of Vienna, Vienna, Austria
| | - Diego A Pizzagalli
- Department of Psychiatry, Harvard Medical School, & Center for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, Massachusetts, USA
| | - Christiane Hermann
- Department of Psychology, Clinical Psychology and Psychotherapy, University of Giessen, Giessen, Germany
| | - Erik M Mueller
- Department of Psychology, Personality Psychology and Assessment, University of Marburg, Marburg, Germany
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8
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Polley DB, Schiller D. The promise of low-tech intervention in a high-tech era: Remodeling pathological brain circuits using behavioral reverse engineering. Neurosci Biobehav Rev 2022; 137:104652. [PMID: 35385759 DOI: 10.1016/j.neubiorev.2022.104652] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 03/09/2022] [Accepted: 03/29/2022] [Indexed: 10/18/2022]
Abstract
As an academic pursuit, neuroscience is enjoying a golden age. From a clinical perspective, our field is failing. Conventional 20th century drugs and devices are not well-matched to the heterogeneity, scale, and connectivity of neural circuits that produce aberrant mental states and behavior. Laboratory-based methods for editing neural genomes and sculpting activity patterns are exciting, but their applications for hundreds of millions of people with mental health disorders is uncertain. We argue that mechanisms for regulating adult brain plasticity and remodeling pathological activity are substantially pre-wired, and we suggest new minimally invasive strategies to harness and direct these endogenous systems. Drawing from studies across the neuroscience literature, we describe approaches that identify neural biomarkers more closely linked to upstream causes-rather than downstream consequences-of disordered behavioral states. We highlight the potential for innovation and discovery in reverse engineering approaches that refine bespoke behavioral "agonists" to drive upstream neural biomarkers in normative directions and reduce clinical symptoms for select classes of neuropsychiatric disorders.
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Affiliation(s)
- Daniel B Polley
- Eaton-Peabody Laboratories, Massachusetts Eye and Ear, Boston, MA, USA; Department of Otolaryngology-Head and Neck Surgery, Harvard Medical School, Boston, MA, USA.
| | - Daniela Schiller
- Department of Psychiatry, Nash Family Department of Neuroscience, and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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9
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Sun W, Chen X, Mei Y, Yang Y, Li X, An L. Prelimbic proBDNF Facilitates Retrieval-Dependent Fear Memory Destabilization by Regulation of Synaptic and Neural Functions in Juvenile Rats. Mol Neurobiol 2022; 59:4179-4196. [PMID: 35501631 DOI: 10.1007/s12035-022-02849-9] [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: 01/23/2022] [Accepted: 04/23/2022] [Indexed: 10/18/2022]
Abstract
Fear regulation changes as a function of the early life is a key developmental period for the continued maturation of fear neural circuitry. The mechanisms of fear retrieval-induced reconsolidation have been investigated but remain poorly understood. The involvement of prelimbic proBDNF in fear memory extinction and its mediated signaling have been reported previously. Specifically, blocking the proBDNF/p75NTR pathway during the postnatal stage disrupts synaptic development and neuronal activity in adulthood. Given the inherent high expression of proBDNF during the juvenile period, we tested whether the prelimbic proBDNF regulated synaptic and neuronal functions allowing to influencing retrieval-dependent memory processing. By examining the freezing behavior of auditory fear-conditioned rats, we found the high level of the prelimbic proBDNF in juvenile rats enhanced the destabilization of the retrieval-dependent weak but not strong fear memory through activating p75NTR-GluN2B signaling. This modification of fear memory traces was attributed to the increment in the proportion of thin-type spine and promotion in synaptic function, as evidenced by the facilitation of NMDA-mediated EPSCs and GluN2B-dependent synaptic depression at the prelimbic projection. Furthermore, the strong prelimbic theta- and gamma-oscillation coupling predicted the suppressive effect of juvenile proBDNF on the recall of postretrieval memory. Our results critically emphasize the importance of developmental proBDNF for modification of retrieval-dependent memory and provide a potential critical targeting to inhibit threaten memories associated with neurodevelopment disorders.
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Affiliation(s)
- Wei Sun
- Department of Pediatric, The First Affiliated Hospital, Guizhou University of Traditional Chinese Medicine, Guiyang, 550001, Guizhou, China.,Behavioral Neuroscience Laboratory, The First Affiliated Hospital, Guizhou University of Traditional Chinese Medicine, Guiyang, 550001, Guizhou, China
| | - Xiao Chen
- Behavioral Neuroscience Laboratory, The First Affiliated Hospital, Guizhou University of Traditional Chinese Medicine, Guiyang, 550001, Guizhou, China.,Department of Neurology, Jinan Geriatric/Rehabilitation Hospital, Jinan, 250013, China
| | - Yazi Mei
- Graduate School of Guangzhou University of Chinese Medicine, Guangzhou, 510006, China
| | - Yang Yang
- Department of Pediatric, The First Affiliated Hospital, Guizhou University of Traditional Chinese Medicine, Guiyang, 550001, Guizhou, China
| | - Xiaoliang Li
- Department of Neurology, Jinan Geriatric/Rehabilitation Hospital, Jinan, 250013, China
| | - Lei An
- Department of Pediatric, The First Affiliated Hospital, Guizhou University of Traditional Chinese Medicine, Guiyang, 550001, Guizhou, China. .,Behavioral Neuroscience Laboratory, The First Affiliated Hospital, Guizhou University of Traditional Chinese Medicine, Guiyang, 550001, Guizhou, China. .,Department of Neurology, Jinan Geriatric/Rehabilitation Hospital, Jinan, 250013, China. .,Graduate School of Guangzhou University of Chinese Medicine, Guangzhou, 510006, China.
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11
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Wang J, Smeets T, Otgaar H, Howe ML. Manipulating Memory Associations Minimizes Avoidance Behavior. Front Behav Neurosci 2021; 15:746161. [PMID: 34803623 PMCID: PMC8595481 DOI: 10.3389/fnbeh.2021.746161] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 10/13/2021] [Indexed: 11/14/2022] Open
Abstract
Memories of the past can guide humans to avoid harm. The logical consequence of this is if memories are changed, avoidance behavior should be affected. More than 80 years of false memory research has shown that people's memory can be re-constructed or distorted by receiving suggestive false feedback. The current study examined whether manipulating people's memories of learned associations would impact fear related behavior. A modified sensory preconditioning paradigm of fear learning was used. Critically, in a memory test after fear learning, participants received verbal false feedback to change their memory associations. After receiving the false feedback, participants' beliefs and memories ratings for learned associations decreased significantly compared to the no feedback condition. Furthermore, in the false feedback condition, participants no longer showed avoidance to fear conditioned stimuli and relevant subjective fear ratings dropped significantly. Our results suggest that manipulating memory associations might minimize avoidance behavior in fear conditioning. These data also highlight the role of memory in higher order conditioning.
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Affiliation(s)
- Jianqin Wang
- Laboratory of Social Psychology and Behavioral Science, Department of Psychology, Fudan University, Shanghai, China
| | - Tom Smeets
- Department of Medical and Clinical Psychology, Tilburg University, Tilburg, Netherlands
| | - Henry Otgaar
- Faculty of Law, Katholieke Universiteit Leuven, Leuven, Belgium
- Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, Netherlands
| | - Mark L. Howe
- Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, Netherlands
- Department of Psychology, City University of London, London, United Kingdom
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12
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Evrard MR, Li M, Shen H, Smith SS. Preventing adolescent synaptic pruning in mouse prelimbic cortex via local knockdown of α4βδ GABA A receptors increases anxiety response in adulthood. Sci Rep 2021; 11:21059. [PMID: 34702942 PMCID: PMC8548505 DOI: 10.1038/s41598-021-99965-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Accepted: 09/29/2021] [Indexed: 01/25/2023] Open
Abstract
Anxiety is increasingly reported, especially in adolescent females. The etiology is largely unknown, which limits effective treatment. Layer 5 prelimbic cortex (L5PL) increases anxiety responses but undergoes adolescent synaptic pruning, raising the question of the impact of pruning on anxiety. Here we show that preventing L5PL pruning increases anxiety in response to an aversive event in adolescent and adult female mice. Spine density of Golgi-stained neurons decreased ~ 63% from puberty (~ PND35, vaginal opening) to post-puberty (PND56, P < 0.0001). Expression of α4βδ GABAA receptors (GABARs) transiently increased tenfold in L5PL at puberty (P < 0.00001), but decreased post-pubertally. Both global and local knockdown of these receptors during puberty prevented pruning, increasing spine density post-pubertally (P < 0.0001), an effect reversed by blocking NMDA receptors (NMDARs). Pubertal expression of the NMDAR-dependent spine protein kalirin7 decreased (50%, P < 0.0001), an effect prevented by α4 knock-out, suggesting that α4βδ-induced reductions in kalirin7 underlie pruning. Increased spine density due to local α4 knockdown at puberty decreased open arm time on the elevated plus maze post-pubertally (62%, P < 0.0001) in response to an aversive stimulus, suggesting that increases in L5PL synapses increase anxiety responses. These findings suggest that prelimbic synaptic pruning is necessary to limit anxiety in adulthood and may suggest novel therapies.
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Affiliation(s)
- Matthew R Evrard
- Department of Physiology and Pharmacology, SUNY Downstate Medical Center, 450 Clarkson Ave., Brooklyn, NY, 11203, USA.,Graduate Program in Neural and Behavioral Science, SUNY Downstate Medical Center, 450 Clarkson Ave., Brooklyn, NY, 11203, USA
| | - Michael Li
- Department of Physiology and Pharmacology, SUNY Downstate Medical Center, 450 Clarkson Ave., Brooklyn, NY, 11203, USA.,College of Arts and Sciences, Hunter College, New York, NY, 10065, USA
| | - Hui Shen
- Department of Physiology and Pharmacology, SUNY Downstate Medical Center, 450 Clarkson Ave., Brooklyn, NY, 11203, USA.,School of Biomedical Engineering, Tianjin Medical University, No. 22 Qixiangtai Road, Heping District, Tianjin, 300070, China
| | - Sheryl S Smith
- Department of Physiology and Pharmacology, SUNY Downstate Medical Center, 450 Clarkson Ave., Brooklyn, NY, 11203, USA.
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Offline tDCS modulates prefrontal-cortical-subcortical-cerebellar fear pathways in delayed fear extinction. Exp Brain Res 2021; 240:221-235. [PMID: 34694466 DOI: 10.1007/s00221-021-06248-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 10/15/2021] [Indexed: 11/27/2022]
Abstract
Transcranial direct current stimulation (tDCS) has been studied to enhance extinction-based treatments for anxiety disorders. However, the field shows conflicting results about its anxiolytic effect and only a few studies have observed the extinction of consolidated memories. We looked to study the effect of offline 1 mA tDCS over the right dorsolateral pre-frontal cortex across the fear pathways, in consolidated fear response during delayed extinction. Participants (N = 34 women) underwent in a two-day fear conditioning procedure. On day 1, participants were assigned to the control group (N = 18) or the tDCS group (N = 16) and went through a fear acquisition procedure. On day 2, the tDCS group received 20 min tDCS before extinction and while inside the MRI scanner. The control group completed the extinction procedure only. The tDCS session (for the tDCS group) and the fMRI scan (for both groups) were completed just on the second day. Univariate fMRI analysis showed stimulation-dependent activity during late extinction with the tDCS group showing decreased neural activity during the processing of threat cues (CS +) and increased activity during the processing of safety cues (CS -), in prefrontal, postcentral and paracentral regions, during late extinction. ROI to whole-brain psychophysiological interaction (PPI) analysis showed the tDCS effect on the connectivity between the left dorsolateral prefrontal cortex three cortical-amygdalo-hippocampal-cerebellar pathway clusters during the processing of the CS + in late extinction (TFCE corrected; p < 0.05). Increased neuronal activity during the processing of safety cues and stronger coupling during the processing of threat cues might be the mechanisms by which tDCS contributes to stimuli discrimination.
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Roesmann K, Kroker T, Hein S, Rehbein M, Winker C, Leehr EJ, Klucken T, Junghöfer M. Transcranial Direct Current Stimulation of the Ventromedial Prefrontal Cortex Modulates Perceptual and Neural Patterns of Fear Generalization. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2021; 7:210-220. [PMID: 34403785 DOI: 10.1016/j.bpsc.2021.08.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 07/15/2021] [Accepted: 08/02/2021] [Indexed: 12/16/2022]
Abstract
BACKGROUND Overgeneralization of fear is a pathogenic marker of anxiety and stress-related disorders and has been linked with perceptual discrimination deficits, reduced fear inhibition, and prefrontal hyporeactivity to safety-signaling stimuli. We aimed to examine whether behavioral and neural patterns of fear generalization are influenced by the fear-inhibiting ventromedial prefrontal cortex (vmPFC). METHODS Three groups of healthy participants received excitatory (n = 27), inhibitory (n = 26), or sham (n = 26) transcranial direct current stimulation of the vmPFC after a fear conditioning phase and before a fear generalization phase. We obtained, as dependent variables, fear ratings and unconditioned stimulus-expectancy ratings, perceptual aspects of fear generalization (perceptual discrimination), pupil dilations, and source estimations of event-related fields elicited by conditioned and generalization stimuli. RESULTS After inhibitory (compared with excitatory and sham) vmPFC stimulation, we observed reduced performance in perceptual discrimination and less negative inhibitory gradients in frontal structures at midlatency and late time intervals. Fear and unconditioned stimulus-expectancy ratings as well as pupil dilation remained unaffected by stimulation. CONCLUSIONS These findings reveal a causal contribution of vmPFC reactivity to generalization patterns and suggest that vmPFC hyporeactivity consequent on inhibitory vmPFC stimulation may serve as a model for pathological processes of fear generalization (reduced discrimination, impaired fear inhibition via frontal brain structures). This encourages further basic and clinical research on the potential of targeted brain stimulation to modulate fear generalization and overgeneralization.
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Affiliation(s)
- Kati Roesmann
- Institute for Biomagnetism and Biosignalanalysis, University of Münster, Münster, Germany; Institute for Clinical Psychology and Psychotherapy, University of Siegen, Siegen, Germany.
| | - Thomas Kroker
- Institute for Biomagnetism and Biosignalanalysis, University of Münster, Münster, Germany
| | - Sarah Hein
- Institute for Biomagnetism and Biosignalanalysis, University of Münster, Münster, Germany
| | - Maimu Rehbein
- Institute for Biomagnetism and Biosignalanalysis, University of Münster, Münster, Germany
| | - Constantin Winker
- Institute for Biomagnetism and Biosignalanalysis, University of Münster, Münster, Germany
| | | | - Tim Klucken
- Institute for Clinical Psychology and Psychotherapy, University of Siegen, Siegen, Germany
| | - Markus Junghöfer
- Institute for Biomagnetism and Biosignalanalysis, University of Münster, Münster, Germany
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15
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Chen S, Tan Z, Xia W, Gomes CA, Zhang X, Zhou W, Liang S, Axmacher N, Wang L. Theta oscillations synchronize human medial prefrontal cortex and amygdala during fear learning. SCIENCE ADVANCES 2021; 7:7/34/eabf4198. [PMID: 34407939 PMCID: PMC8373137 DOI: 10.1126/sciadv.abf4198] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 06/29/2021] [Indexed: 05/20/2023]
Abstract
Numerous animal studies have demonstrated that fear acquisition and expression rely on the coordinated activity of medial prefrontal cortex (mPFC) and amygdala and that theta oscillations support interregional communication within the fear network. However, it remains unclear whether these results can be generalized to fear learning in humans. We addressed this question using intracranial electroencephalography recordings in 13 patients with epilepsy during a fear conditioning paradigm. We observed increased power and inter-regional synchronization of amygdala and mPFC in theta (4 to 8 hertz) oscillations for conditioned stimulus (CS+) versus CS-. Analysis of information flow revealed that the dorsal mPFC (dmPFC) led amygdala activity in theta oscillations. Last, a computational model showed that trial-by-trial changes in amygdala theta oscillations predicted the model-based associability (i.e., learning rate). This study provides compelling evidence that theta oscillations within and between amygdala, ventral mPFC, and dmPFC constitute a general mechanism of fear learning across species.
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Affiliation(s)
- Si Chen
- CAS Key Laboratory of Mental Health, Institute of Psychology, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Zheng Tan
- CAS Key Laboratory of Mental Health, Institute of Psychology, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Wenran Xia
- CAS Key Laboratory of Mental Health, Institute of Psychology, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Carlos Alexandre Gomes
- Department of Neuropsychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr University Bochum, Bochum, Germany
| | - Xilei Zhang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Beijing, China
| | - Wenjing Zhou
- Epilepsy Center, Tsinghua University Yuquan Hospital, Beijing, China
| | - Shuli Liang
- Functional Neurosurgery Department, Beijing Children's Hospital, Capital Medical University, Beijing, China
| | - Nikolai Axmacher
- Department of Neuropsychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr University Bochum, Bochum, Germany
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal University, Xinjiekouwai Street 19, Beijing 100875, China
| | - Liang Wang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Beijing, China.
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
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16
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Bierwirth P, Sperl MFJ, Antov MI, Stockhorst U. Prefrontal Theta Oscillations Are Modulated by Estradiol Status During Fear Recall and Extinction Recall. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2021; 6:1071-1080. [PMID: 33711549 DOI: 10.1016/j.bpsc.2021.02.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 02/10/2021] [Accepted: 02/24/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Emerging human studies demonstrate that theta oscillations in the dorsal anterior cingulate cortex are enhanced during fear recall (enhanced fear expression) and reduced during successful extinction recall (reduced fear expression). Although evidence suggests sex differences in fear recall and extinction recall, there are currently no human studies examining the oscillatory foundations of these memory processes separately in men and women. METHODS Because previous studies suggest that estradiol partially mediates these sex differences, we examined 20 men (low estradiol and low progesterone), 20 women using oral contraceptives (low estradiol and low progesterone), and 20 free-cycling women during midcycle (high estradiol and low progesterone). We used a fear-conditioning procedure, allowing us to separately assess fear recall and extinction recall 24 hours after fear and extinction learning. Skin conductance responses and electroencephalography were recorded during fear recall and extinction recall, and prefrontal oscillations were source localized. RESULTS We found elevated fear expression during fear recall and impaired extinction recall, as indicated by increased peripheral arousal (skin conductance responses) and fronto-central theta oscillations, source localized in the dorsal anterior cingulate cortex and dorsomedial prefrontal cortex. Importantly, peripheral arousal and dorsal anterior cingulate cortex theta oscillations were stronger in men and women on oral contraceptives than in women from the midcycle group. CONCLUSIONS Our data show that neural oscillatory and peripheral correlates of heightened fear expression during fear recall and (impaired) extinction recall do not simply differ between sexes but depend on hormonal fluctuations within women.
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Affiliation(s)
- Philipp Bierwirth
- Institute of Psychology, Experimental Psychology II and Biological Psychology, University of Osnabrück, Osnabrück, Germany.
| | - Matthias F J Sperl
- Department of Psychology, Personality Psychology and Assessment, University of Marburg, Marburg, Germany; Department of Psychology, Clinical Psychology and Psychotherapy, University of Giessen, Giessen, Germany
| | - Martin I Antov
- Institute of Psychology, Experimental Psychology II and Biological Psychology, University of Osnabrück, Osnabrück, Germany
| | - Ursula Stockhorst
- Institute of Psychology, Experimental Psychology II and Biological Psychology, University of Osnabrück, Osnabrück, Germany
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Chien JH, Colloca L, Korzeniewska A, Meeker TJ, Bienvenu OJ, Saffer MI, Lenz FA. Behavioral, Physiological and EEG Activities Associated with Conditioned Fear as Sensors for Fear and Anxiety. SENSORS (BASEL, SWITZERLAND) 2020; 20:E6751. [PMID: 33255916 PMCID: PMC7728331 DOI: 10.3390/s20236751] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 11/03/2020] [Accepted: 11/10/2020] [Indexed: 11/16/2022]
Abstract
Anxiety disorders impose substantial costs upon public health and productivity in the USA and worldwide. At present, these conditions are quantified by self-report questionnaires that only apply to behaviors that are accessible to consciousness, or by the timing of responses to fear- and anxiety-related words that are indirect since they do not produce fear, e.g., Dot Probe Test and emotional Stroop. We now review the conditioned responses (CRs) to fear produced by a neutral stimulus (conditioned stimulus CS+) when it cues a painful laser unconditioned stimulus (US). These CRs include autonomic (Skin Conductance Response) and ratings of the CS+ unpleasantness, ability to command attention, and the recognition of the association of CS+ with US (expectancy). These CRs are directly related to fear, and some measure behaviors that are minimally accessible to consciousness e.g., economic scales. Fear-related CRs include non-phase-locked phase changes in oscillatory EEG power defined by frequency and time post-stimulus over baseline, and changes in phase-locked visual and laser evoked responses both of which include late potentials reflecting attention or expectancy, like the P300, or contingent negative variation. Increases (ERS) and decreases (ERD) in oscillatory power post-stimulus may be generalizable given their consistency across healthy subjects. ERS and ERD are related to the ratings above as well as to anxious personalities and clinical anxiety and can resolve activity over short time intervals like those for some moods and emotions. These results could be incorporated into an objective instrumented test that measures EEG and CRs of autonomic activity and psychological ratings related to conditioned fear, some of which are subliminal. As in the case of instrumented tests of vigilance, these results could be useful for the direct, objective measurement of multiple aspects of the risk, diagnosis, and monitoring of therapies for anxiety disorders and anxious personalities.
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Affiliation(s)
- Jui-Hong Chien
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD 21287-7713, USA; (J.-H.C.); (T.J.M.); (M.I.S.)
| | - Luana Colloca
- Department of Pain Translational Symptom Science, School of Nursing, University of Maryland, Baltimore, MD 21201-1595, USA;
- Department of Anesthesiology, School of Medicine, University of Maryland, Baltimore, MD 21201-1595, USA
| | - Anna Korzeniewska
- Department of Neurology, Johns Hopkins University, Baltimore, MD 21287-7713, USA;
| | - Timothy J. Meeker
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD 21287-7713, USA; (J.-H.C.); (T.J.M.); (M.I.S.)
| | - O. Joe Bienvenu
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD 21287-7713, USA;
| | - Mark I. Saffer
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD 21287-7713, USA; (J.-H.C.); (T.J.M.); (M.I.S.)
| | - Fred A. Lenz
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD 21287-7713, USA; (J.-H.C.); (T.J.M.); (M.I.S.)
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The infralimbic cortex and mGlu5 mediate the effects of chronic intermittent ethanol exposure on fear learning and memory. Psychopharmacology (Berl) 2020; 237:3417-3433. [PMID: 32767063 PMCID: PMC7572878 DOI: 10.1007/s00213-020-05622-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Accepted: 07/27/2020] [Indexed: 01/19/2023]
Abstract
RATIONALE AND OBJECTIVES Alcohol use disorder (AUD) and post-traumatic stress disorder (PTSD) often occur comorbidly. While the incidence of these disorders is increasing, there is little investigation into the interacting neural mechanisms between these disorders. These studies aim to identify cognitive deficits that occur as a consequence of fear and ethanol exposure, implement a novel pharmaceutical intervention, and determine relevant underlying neurocircuitry. Additionally, due to clinical sex differences in PTSD prevalence and alcohol abuse, these studies examine the nature of this relationship in rodent models. METHODS Animals were exposed to a model of PTSD+AUD using auditory fear conditioning followed by chronic intermittent ethanol exposure (CIE). Then, rats received extinction training consisting of multiple conditioned stimulus presentations in absence of the shock. Extinction recall and context-induced freezing were measured in subsequent tests. CDPPB, a metabotropic glutamate receptor 5 (mGlu5) positive allosteric modulator, was used to treat these deficits, and region-specific effects were determined using microinjections. RESULTS These studies determined that CIE exposure led to deficits in fear extinction learning and heightened context-induced freezing while sex differences emerged in fear conditioning and extinction cue recall tests. Furthermore, using CDPPB, these studies found that enhancement of infralimbic (IfL) mGlu5 activity was able to recover CIE-induced deficits in both males and females. CONCLUSIONS These studies show that CIE induces deficits in fear-related behaviors and that enhancement of IfL glutamatergic activity can facilitate learning during extinction. Additionally, we identify novel pharmacological targets for the treatment of individuals who suffer from PTSD and AUD.
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19
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Notaras M, van den Buuse M. Neurobiology of BDNF in fear memory, sensitivity to stress, and stress-related disorders. Mol Psychiatry 2020; 25:2251-2274. [PMID: 31900428 DOI: 10.1038/s41380-019-0639-2] [Citation(s) in RCA: 183] [Impact Index Per Article: 45.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 12/01/2019] [Accepted: 12/12/2019] [Indexed: 01/17/2023]
Abstract
Brain-derived neurotrophic factor (BDNF) is widely accepted for its involvement in resilience and antidepressant drug action, is a common genetic locus of risk for mental illnesses, and remains one of the most prominently studied molecules within psychiatry. Stress, which arguably remains the "lowest common denominator" risk factor for several mental illnesses, targets BDNF in disease-implicated brain regions and circuits. Altered stress-related responses have also been observed in animal models of BDNF deficiency in vivo, and BDNF is a common downstream intermediary for environmental factors that potentiate anxiety- and depressive-like behavior. However, BDNF's broad functionality has manifested a heterogeneous literature; likely reflecting that BDNF plays a hitherto under-recognized multifactorial role as both a regulator and target of stress hormone signaling within the brain. The role of BDNF in vulnerability to stress and stress-related disorders, such as posttraumatic stress disorder (PTSD), is a prominent example where inconsistent effects have emerged across numerous models, labs, and disciplines. In the current review we provide a contemporary update on the neurobiology of BDNF including new data from the behavioral neuroscience and neuropsychiatry literature on fear memory consolidation and extinction, stress, and PTSD. First we present an overview of recent advances in knowledge on the role of BDNF within the fear circuitry, as well as address mounting evidence whereby stress hormones interact with endogenous BDNF-TrkB signaling to alter brain homeostasis. Glucocorticoid signaling also acutely recruits BDNF to enhance the expression of fear memory. We then include observations that the functional common BDNF Val66Met polymorphism modulates stress susceptibility as well as stress-related and stress-inducible neuropsychiatric endophenotypes in both man and mouse. We conclude by proposing a BDNF stress-sensitivity hypothesis, which posits that disruption of endogenous BDNF activity by common factors (such as the BDNF Val66Met variant) potentiates sensitivity to stress and, by extension, vulnerability to stress-inducible illnesses. Thus, BDNF may induce plasticity to deleteriously promote the encoding of fear and trauma but, conversely, also enable adaptive plasticity during extinction learning to suppress PTSD-like fear responses. Ergo regulators of BDNF availability, such as the Val66Met polymorphism, may orchestrate sensitivity to stress, trauma, and risk of stress-induced disorders such as PTSD. Given an increasing interest in personalized psychiatry and clinically complex cases, this model provides a framework from which to experimentally disentangle the causal actions of BDNF in stress responses, which likely interact to potentiate, produce, and impair treatment of, stress-related psychiatric disorders.
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Affiliation(s)
- Michael Notaras
- Center for Neurogenetics, Feil Family Brain and Mind Research Institute, Weill Cornell Medical College, Cornell University, New York, NY, USA.
| | - Maarten van den Buuse
- School of Psychology and Public Health, La Trobe University, Melbourne, VIC, Australia. .,College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, QLD, Australia. .,Department of Pharmacology, University of Melbourne, Melbourne, VIC, Australia.
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20
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Vaverková Z, Milton AL, Merlo E. Retrieval-Dependent Mechanisms Affecting Emotional Memory Persistence: Reconsolidation, Extinction, and the Space in Between. Front Behav Neurosci 2020; 14:574358. [PMID: 33132861 PMCID: PMC7550798 DOI: 10.3389/fnbeh.2020.574358] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 09/03/2020] [Indexed: 01/20/2023] Open
Abstract
Maladaptive emotional memories contribute to the persistence of many mental health disorders, and therefore the prospect of disrupting these memories to produce long-term reductions in relapse is of great clinical appeal. Reducing the impact of maladaptive emotional memories on behaviour could be achieved by two retrieval-dependent manipulations that engage separate mnemonic processes: "reconsolidation disruption" and "extinction enhancement." Extinction occurs during a prolonged re-exposure session in the absence of the expected emotional outcome and is widely accepted as reflecting the formation of a new, inhibitory memory that prevents behavioural expression of the original trace. Reconsolidation, by contrast, involves the destabilisation of the original memory, allowing for subsequent updating and restabilisation in specific brain regions, unless the re-stabilization process is prevented through specific pharmacological or behavioural interventions. Both destabilisation of the original memory and memory extinction require that re-exposure induces prediction error-a mismatch between what is expected and what actually occurs-but the parameters that allow reconsolidation and extinction to occur, and control the transition between them, have not been well-characterised. Here, we review what is known about the induction of memory destabilisation and extinction, and the transition period that separates these mnemonic processes, drawing on preclinical and clinical examples. A deeper understanding of the processes that determine the alternative routes to memory persistence or inhibition is critical for designing new and more reliable clinical treatments targeting maladaptive emotional memories.
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Affiliation(s)
- Zuzana Vaverková
- School of Psychology, University of Sussex, Brighton, United Kingdom
| | - Amy L Milton
- Department of Psychology, Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom
| | - Emiliano Merlo
- School of Psychology, University of Sussex, Brighton, United Kingdom
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21
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Merz CJ, Lonsdorf TB. Methodische Anmerkungen und Anwendungsbereiche der Furchtkonditionierung in verschiedenen psychologischen Disziplinen. PSYCHOLOGISCHE RUNDSCHAU 2020. [DOI: 10.1026/0033-3042/a000427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Zusammenfassung. Die Furchtkonditionierung stellt ein bedeutsames Paradigma zur Untersuchung von emotionalen Lern- und Gedächtnisprozessen dar. Nach einer ungefähr hundertjährigen Geschichte wird deutlich, dass die Furchtkonditionierung nicht nur einen wichtigen Beitrag zur speziesübergreifenden Grundlagenforschung liefert, sondern auch unterschiedliche Anwendungsfelder zu neuen Erkenntnissen inspirieren kann. In diesem Übersichtartikel soll das grundlegende Paradigma mit verschiedenen methodischen Überlegungen zur experimentellen Durchführung vorgestellt werden. Im Anschluss werden ausgewählte Anwendungsbereiche der Furchtkonditionierung innerhalb der psychologischen Disziplinen dargestellt: die Allgemeine Psychologie wird bezüglich allgemeingültiger Gesetzmäßigkeiten von Lern- und Gedächtnisprozessen angesprochen, die Differentielle Psychologie wegen bedeutsamer interindividueller Unterschiede, die Biologische Psychologie und Neuropsychologie in Bezug auf physiologische und anatomische Grundlagen der Furchtkonditionierung, die Sozialpsychologie im Zuge der Einstellungsforschung, die Entwicklungspsychologie aufgrund altersspezifischer Aspekte sowie die Klinische Psychologie und Psychotherapie im Hinblick auf die Pathogenese von Angsterkrankungen und der Expositionstherapie. Insgesamt betrachtet hat die Furchtkonditionierung das Potenzial nicht nur unterschiedliche Disziplinen der Psychologie in synergistischer Weise zusammenzubringen, sondern auch die verschiedenen inhaltlichen Schwerpunkte zu unterstreichen.
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Affiliation(s)
| | - Tina B. Lonsdorf
- Institut für systemische Neurowissenschaften, Universitätsklinikum Hamburg-Eppendorf
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22
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Perogamvros L, Castelnovo A, Samson D, Dang-Vu TT. Failure of fear extinction in insomnia: An evolutionary perspective. Sleep Med Rev 2020; 51:101277. [DOI: 10.1016/j.smrv.2020.101277] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 01/07/2020] [Accepted: 01/13/2020] [Indexed: 12/22/2022]
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23
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Sperl MFJ, Panitz C, Rosso IM, Dillon DG, Kumar P, Hermann A, Whitton AE, Hermann C, Pizzagalli DA, Mueller EM. Fear Extinction Recall Modulates Human Frontomedial Theta and Amygdala Activity. Cereb Cortex 2020; 29:701-715. [PMID: 29373635 DOI: 10.1093/cercor/bhx353] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2017] [Accepted: 12/21/2017] [Indexed: 12/31/2022] Open
Abstract
Human functional magnetic resonance imaging (fMRI) and electroencephalography (EEG) studies, as well as animal studies, indicate that the amygdala and frontomedial brain regions are critically involved in conditioned fear and that frontomedial oscillations in the theta range (4-8 Hz) may support communication between these brain regions. However, few studies have used a multimodal approach to probe interactions among these key regions in humans. Here, our goal was to bridge the gap between prior human fMRI, EEG, and animal findings. Using simultaneous EEG-fMRI recordings 24 h after fear conditioning and extinction, conditioned stimuli presented (CS+E, CS-E) and not presented during extinction (CS+N, CS-N) were compared to identify effects specific to extinction versus fear recall. Differential (CS+ vs. CS-) electrodermal, frontomedial theta (EEG) and amygdala responses (fMRI) were reduced for extinguished versus nonextinguished stimuli. Importantly, effects on theta power covaried with effects on amygdala activation. Fear and extinction recall as indicated by theta explained 60% of the variance for the analogous effect in the right amygdala. Our findings show for the first time the interplay of amygdala and frontomedial theta activity during fear and extinction recall in humans and provide insight into neural circuits consistently linked with top-down amygdala modulation in rodents.
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Affiliation(s)
- Matthias F J Sperl
- Department of Psychology, Personality Psychology and Assessment, University of Marburg, Marburg, Germany.,Department of Psychology, Clinical Psychology and Psychotherapy, University of Giessen, Giessen, Germany.,Department of Psychiatry, Center for Depression, Anxiety and Stress Research, McLean Hospital, Harvard Medical School, Belmont, MA, USA
| | - Christian Panitz
- Department of Psychology, Personality Psychology and Assessment, University of Marburg, Marburg, Germany.,Department of Psychology, Clinical Psychology and Psychotherapy, University of Giessen, Giessen, Germany
| | - Isabelle M Rosso
- Department of Psychiatry, Center for Depression, Anxiety and Stress Research, McLean Hospital, Harvard Medical School, Belmont, MA, USA
| | - Daniel G Dillon
- Department of Psychiatry, Center for Depression, Anxiety and Stress Research, McLean Hospital, Harvard Medical School, Belmont, MA, USA
| | - Poornima Kumar
- Department of Psychiatry, Center for Depression, Anxiety and Stress Research, McLean Hospital, Harvard Medical School, Belmont, MA, USA
| | - Andrea Hermann
- Department of Psychology, Clinical Psychology and Psychotherapy, University of Giessen, Giessen, Germany
| | - Alexis E Whitton
- Department of Psychiatry, Center for Depression, Anxiety and Stress Research, McLean Hospital, Harvard Medical School, Belmont, MA, USA
| | - Christiane Hermann
- Department of Psychology, Clinical Psychology and Psychotherapy, University of Giessen, Giessen, Germany
| | - Diego A Pizzagalli
- Department of Psychiatry, Center for Depression, Anxiety and Stress Research, McLean Hospital, Harvard Medical School, Belmont, MA, USA
| | - Erik M Mueller
- Department of Psychology, Personality Psychology and Assessment, University of Marburg, Marburg, Germany.,Department of Psychology, Clinical Psychology and Psychotherapy, University of Giessen, Giessen, Germany
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Ferreira de Sá DS, Michael T, Wilhelm FH, Peyk P. Learning to see the threat: temporal dynamics of ERPs of motivated attention in fear conditioning. Soc Cogn Affect Neurosci 2020; 14:189-203. [PMID: 30481357 PMCID: PMC6374602 DOI: 10.1093/scan/nsy103] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2018] [Revised: 11/13/2018] [Accepted: 11/21/2018] [Indexed: 01/10/2023] Open
Abstract
Social threat detection is important in everyday life. Studies of cortical activity have shown that event-related potentials (ERPs) of motivated attention are modulated during fear conditioning. The time course of motivated attention in learning and extinction of fear is, however, still largely unknown. We aimed to study temporal dynamics of learning processes in classical fear conditioning to social cues (neutral faces) by selecting an experimental setup that produces large effects on well-studied ERP components (early posterior negativity, EPN; late positive potential, LPP; stimulus preceding negativity, SPN) and then exploring small consecutive groups of trials. EPN, LPP, and SPN markedly and quickly increased during the acquisition phase in response to the CS+ but not the CS-. These changes were visible even at high temporal resolution and vanished completely during extinction. Moreover, some evidence was found for component differences in extinction learning, with differences between CS+ and CS- extinguishing faster for late as compared to early ERP components. Results demonstrate that fear learning to social cues is a very fast and highly plastic process and conceptually different ERPs of motivated attention are sensitive to these changes at high temporal resolution, pointing to specific neurocognitive and affective processes of social fear learning.
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Affiliation(s)
- Diana S Ferreira de Sá
- Division of Clinical Psychology and Psychotherapy, Department of Psychology, Saarland University, D-66123 Saarbrücken, Germany
| | - Tanja Michael
- Division of Clinical Psychology and Psychotherapy, Department of Psychology, Saarland University, D-66123 Saarbrücken, Germany
| | - Frank H Wilhelm
- Division of Clinical Psychology, Psychotherapy, and Health Psychology, Department of Psychology, University of Salzburg, 5020 Salzburg, Austria
| | - Peter Peyk
- Department of Consultation-Liaison Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland
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25
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Panitz C, Keil A, Mueller EM. Extinction-resistant attention to long-term conditioned threat is indexed by selective visuocortical alpha suppression in humans. Sci Rep 2019; 9:15809. [PMID: 31676781 PMCID: PMC6825167 DOI: 10.1038/s41598-019-52315-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Accepted: 10/12/2019] [Indexed: 01/22/2023] Open
Abstract
Previous electrophysiological studies in humans have shown rapid modulations of visual attention after conditioned threat vs. safety cues (<500 ms post-stimulus), but it is unknown whether this attentional prioritization is sustained throughout later time windows and whether it is robust to extinction. To investigate sustained visual attention, we assessed visuocortical alpha suppression in response to conditioned and extinguished threat. We reanalysed data from N = 87 male participants that had shown successful long-term threat conditioning and extinction in self reports and physiological measures in a two-day conditioning paradigm. The current EEG time-frequency analyses on recall test data on Day 2 revealed that previously threat-conditioned vs. safety cues evoked stronger occipital alpha power suppression from 600 to 1200 ms. Notably, this suppression was resistant to previous extinction. The present study showed for the first time that threat conditioning enhances sustained modulation of visuocortical attention to threat in the long term. Long-term stability and extinction resistance of alpha suppression suggest a crucial role of visuocortical attention mechanisms in the maintenance of learned fears.
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Affiliation(s)
- Christian Panitz
- University of Marburg, Department of Psychology, Gutenbergstr. 18, 35032, Marburg, Germany.
| | - Andreas Keil
- University of Florida, Center for the Study of Emotion and Attention, 3063 Longleaf Road, Gainesville, FL, 32608, USA
| | - Erik M Mueller
- University of Marburg, Department of Psychology, Gutenbergstr. 18, 35032, Marburg, Germany
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26
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Martínez-Maldonado A, Jurado-Barba R, Sion A, Domínguez-Centeno I, Castillo-Parra G, Prieto-Montalvo J, Rubio G. Brain functional connectivity after cognitive-bias modification and behavioral changes in abstinent alcohol-use disorder patients. Int J Psychophysiol 2019; 154:46-58. [PMID: 31654697 DOI: 10.1016/j.ijpsycho.2019.10.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Revised: 09/23/2019] [Accepted: 10/03/2019] [Indexed: 12/12/2022]
Abstract
The use of the cognitive-bias modification (CBM) method has emerged as a therapeutic complement in the treatment of alcoholism, producing changes at behavioral and brain level. Nevertheless, the impact of the CBM procedure could be improved by the memory retrieval-extinction process (REP). Different studies have demonstrated that the retrieval of drug memories before extinction training later reduced the reinstatement of drug-seeking behavior. The main aim of this work was to study the effect of the CBM procedure itself, as well as in combination with the activation of alcohol-related memories, on the brain oscillatory activity of abstinent patients with alcohol-use disorder. The study sample comprised 33 patients divided into three groups: A-CBM (alcohol-related memory activation + CBM), N-CBM (neutral memory activation + CBM) and N-INT (no-intervention) groups. A resting-state EEG was obtained before and after each protocol, along with the assessment of the automatic action tendencies. A-CBM group showed a general alpha synchronization increase after the protocol, while the other groups did not show any significant change. Besides, A-CBM group showed significant intra and inter-group differences in the automatic action tendencies after the protocol, reflected in higher avoidance bias toward appetitive, aversive and without context alcohol-related stimuli. The alpha phase synchronization increase could be the neural manifestation of the conditioning produced between the alcohol-related stimuli and the automatic avoidance response. Moreover, the activation of the alcohol-related memories favors this conditioning with those alcohol-related stimuli associated with the activated memories, because it increases their threat level for the abstinence maintenance.
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Affiliation(s)
- Andrés Martínez-Maldonado
- Biomedical Research Institute Hospital 12 de Octubre, Cordoba Ave., s/n, 28041 Madrid, Spain; Psychology Department, Education and Health Science Faculty, Camilo José Cela University, Villafranca del Castillo Urb., Castillo de Alarcón St., 49, 28692 Villanueva de la Cañada, Madrid, Spain.
| | - Rosa Jurado-Barba
- Biomedical Research Institute Hospital 12 de Octubre, Cordoba Ave., s/n, 28041 Madrid, Spain; Psychology Department, Education and Health Science Faculty, Camilo José Cela University, Villafranca del Castillo Urb., Castillo de Alarcón St., 49, 28692 Villanueva de la Cañada, Madrid, Spain
| | - Ana Sion
- Biomedical Research Institute Hospital 12 de Octubre, Cordoba Ave., s/n, 28041 Madrid, Spain
| | - Isabel Domínguez-Centeno
- Biomedical Research Institute Hospital 12 de Octubre, Cordoba Ave., s/n, 28041 Madrid, Spain; Psychology Department, Education and Health Science Faculty, Camilo José Cela University, Villafranca del Castillo Urb., Castillo de Alarcón St., 49, 28692 Villanueva de la Cañada, Madrid, Spain
| | - Gabriela Castillo-Parra
- Psychology Department, Education and Health Science Faculty, Camilo José Cela University, Villafranca del Castillo Urb., Castillo de Alarcón St., 49, 28692 Villanueva de la Cañada, Madrid, Spain
| | - Julio Prieto-Montalvo
- Department of Clinical Neurophysiology, Hospital Gregorio Marañon, Dr Esquerdo St., 46, 28007 Madrid, Spain
| | - Gabriel Rubio
- Biomedical Research Institute Hospital 12 de Octubre, Cordoba Ave., s/n, 28041 Madrid, Spain; Medicine Faculty, Complutense de Madrid University, Ramón y Cajal Sq., s/n, 28040 Madrid, Spain; Addictive Disorders Network, Carlos III Institute, Sinesio Delgado St., 4, 28029 Madrid, Spain
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27
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DeLaRosa BL, Spence JS, Didehbani N, Tillman GD, Motes MA, Bass C, Kraut MA, Hart J. Neurophysiology of threat processing bias in combat-related post-traumatic stress disorder. Hum Brain Mapp 2019; 41:218-229. [PMID: 31584243 PMCID: PMC7268056 DOI: 10.1002/hbm.24800] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Revised: 08/18/2019] [Accepted: 09/08/2019] [Indexed: 01/08/2023] Open
Abstract
Post‐traumatic stress disorder (PTSD) is a debilitating condition that may develop after experiencing a traumatic event. Combat exposure increases an individual's chance of developing PTSD, making veterans especially susceptible to the disorder. PTSD is characterized by dysregulated emotional networks, memory deficits, and a hyperattentive response to perceived threatening stimuli. Recently, there have been a number of imaging studies that show structural and functional abnormalities associated with PTSD; however, there have been few studies utilizing electroencephalography (EEG). The goal of this study was to characterize **EEG brain dynamics in individuals with PTSD, in order to better understand the neurophysiological underpinnings of some of the salient features of PTSD, such as threat‐processing bias. Veterans of Operation Enduring Freedom/Iraqi Freedom completed an implicit visual threat semantic memory recognition task with stimuli that varied on both category (animals, items, nature, and people) and feature (threatening and nonthreatening) membership, including trauma‐related stimuli. Combat veterans with PTSD had slower reaction times for the threatening stimuli relative to the combat veterans without PTSD (VETC). There were trauma‐specific effects in frontal regions, with theta band EEG power reductions for the threatening combat scenes in the PTSD patients compared to the VETC group. Additionally, a moderate negative correlation was observed between trauma‐specific frontal theta power and hyperarousal symptoms as measured by clinically administered PTSD scale. These findings complement and extend current models of cortico‐limbic dysfunction in PTSD. The moderate negative correlation between frontal theta power and hyperarousal endorsements suggests the utility of these measures as therapeutic markers of symptomatology in PTSD patients.
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Affiliation(s)
- Bambi L DeLaRosa
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Dallas, Texas
| | - Jeffrey S Spence
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Dallas, Texas
| | - Nyaz Didehbani
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Dallas, Texas
| | - Gail D Tillman
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Dallas, Texas
| | - Michael A Motes
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Dallas, Texas
| | - Christina Bass
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Dallas, Texas
| | - Michael A Kraut
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Dallas, Texas.,Department of Radiology, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - John Hart
- School of Behavioral and Brain Sciences, The University of Texas at Dallas, Dallas, Texas.,Department of Neurology and Neurotherapeutics, The University of Texas Southwestern, Medical Center, Dallas, Texas
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28
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Kummar AS, Correia H, Fujiyama H. A Brief Review of the EEG Literature on Mindfulness and Fear Extinction and its Potential Implications for Posttraumatic Stress Symptoms (PTSS). Brain Sci 2019; 9:brainsci9100258. [PMID: 31569665 PMCID: PMC6826941 DOI: 10.3390/brainsci9100258] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 09/22/2019] [Accepted: 09/24/2019] [Indexed: 12/14/2022] Open
Abstract
Neuroimaging studies in the area of mindfulness research have provided preliminary support for the idea of fear extinction as a plausible underlying mechanism through which mindfulness exerts its positive benefits. Whilst brain regions identified in the fear extinction network are typically found at a subcortical level, studies have also demonstrated the feasibility of cortical measures of the brain, such as electroencephalogram (EEG), in implying subcortical activations of the fear extinction network. Such EEG studies have also found evidence of a relationship between brain reactivity to unpleasant stimuli (i.e., fear extinction) and severity of posttraumatic stress symptoms (PTSS). Therefore, the present paper seeks to briefly review the parallel findings between the neurophysiological literature of mindfulness and fear extinction (particularly that yielded by EEG measures), and discusses the implications of this for fear-based psychopathologies, such as trauma, and finally presents suggestions for future studies. This paper also discusses the clinical value in integrating EEG in psychological treatment for trauma, as it holds the unique potential to detect neuromarkers, which may enable earlier diagnoses, and can also provide neurofeedback over the course of treatment.
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Affiliation(s)
- Auretta S Kummar
- Discipline of Psychology, Exercise Science, Chiropractic and Counselling; College of Science, Health, Engineering and Education, Murdoch University, Murdoch 6150, Australia.
| | - Helen Correia
- Discipline of Psychology, Exercise Science, Chiropractic and Counselling; College of Science, Health, Engineering and Education, Murdoch University, Murdoch 6150, Australia.
| | - Hakuei Fujiyama
- Discipline of Psychology, Exercise Science, Chiropractic and Counselling; College of Science, Health, Engineering and Education, Murdoch University, Murdoch 6150, Australia.
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29
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Velasco ER, Florido A, Milad MR, Andero R. Sex differences in fear extinction. Neurosci Biobehav Rev 2019; 103:81-108. [PMID: 31129235 PMCID: PMC6692252 DOI: 10.1016/j.neubiorev.2019.05.020] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Revised: 03/08/2019] [Accepted: 05/19/2019] [Indexed: 12/18/2022]
Abstract
Despite the exponential increase in fear research during the last years, few studies have included female subjects in their design. The need to include females arises from the knowledge gap of mechanistic processes underlying the behavioral and neural differences observed in fear extinction. Moreover, the exact contribution of sex and hormones in relation to learning and behavior is still largely unknown. Insights from this field could be beneficial as fear-related disorders are twice as prevalent in women compared to men. Here, we review an up-to-date summary of animal and human studies in adulthood that report sex differences in fear extinction from a structural and functional approach. Furthermore, we describe how these factors could contribute to the observed sex differences in fear extinction during normal and pathological conditions.
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Affiliation(s)
- E R Velasco
- Institut de Neurociències, Universitat Autònoma de Barcelona, Spain
| | - A Florido
- Institut de Neurociències, Universitat Autònoma de Barcelona, Spain
| | - M R Milad
- Department of Psychiatry, University of Illinois at Chicago, USA
| | - R Andero
- Institut de Neurociències, Universitat Autònoma de Barcelona, Spain; CIBERSAM, Corporació Sanitaria Parc Taulí, Sabadell, Spain; Department of Psychobiology and Methodology of Health Sciences, Universitat Autònoma de Barcelona, Spain.
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30
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Carpenter JK, Pinaire M, Hofmann SG. From Extinction Learning to Anxiety Treatment: Mind the Gap. Brain Sci 2019; 9:brainsci9070164. [PMID: 31336700 PMCID: PMC6680899 DOI: 10.3390/brainsci9070164] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2019] [Revised: 07/03/2019] [Accepted: 07/09/2019] [Indexed: 12/27/2022] Open
Abstract
Laboratory models of extinction learning in animals and humans have the potential to illuminate methods for improving clinical treatment of fear-based clinical disorders. However, such translational research often neglects important differences between threat responses in animals and fear learning in humans, particularly as it relates to the treatment of clinical disorders. Specifically, the conscious experience of fear and anxiety, along with the capacity to deliberately engage top-down cognitive processes to modulate that experience, involves distinct brain circuitry and is measured and manipulated using different methods than typically used in laboratory research. This paper will identify how translational research that investigates methods of enhancing extinction learning can more effectively model such elements of human fear learning, and how doing so will enhance the relevance of this research to the treatment of fear-based psychological disorders.
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Affiliation(s)
- Joseph K Carpenter
- Department of Psychological and Brain Sciences, Boston University, 900 Commonwealth Ave, 2nd floor, Boston, MA 02215, USA
| | - Megan Pinaire
- Department of Psychological and Brain Sciences, Boston University, 900 Commonwealth Ave, 2nd floor, Boston, MA 02215, USA
| | - Stefan G Hofmann
- Department of Psychological and Brain Sciences, Boston University, 900 Commonwealth Ave, 2nd floor, Boston, MA 02215, USA.
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31
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Abstract
In classical fear conditioning, neutral conditioned stimuli that have been paired with aversive physical unconditioned stimuli eventually trigger fear responses. Here, we tested whether aversive mental images systematically paired with a conditioned stimulus also cause de novo fear learning in the absence of any external aversive stimulation. In two experiments (N = 45 and N = 41), participants were first trained to produce aversive, neutral, or no imagery in response to three different visual-imagery cues. In a subsequent imagery-based differential-conditioning paradigm, each of the three cues systematically coterminated with one of three different neutral faces. Although the face that was paired with the aversive-imagery cue was never paired with aversive external stimuli or threat-related instructions, participants rated it as more arousing, unpleasant, and threatening and displayed relative fear bradycardia and fear-potentiated startle. These results could be relevant for the development of fear and related disorders without trauma.
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Affiliation(s)
- Erik M. Mueller
- Erik M. Mueller, University of Marburg, Department of Psychology, Gutenbergstrasse 18, 35032 Marburg, Germany E-mail:
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32
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Villafaina S, Sitges C, Collado-Mateo D, Fuentes-García JP, Gusi N. Influence of depressive feelings in the brain processing of women with fibromyalgia: An EEG study. Medicine (Baltimore) 2019; 98:e15564. [PMID: 31083224 PMCID: PMC6531145 DOI: 10.1097/md.0000000000015564] [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] [Indexed: 11/18/2022] Open
Abstract
Depression is one of the most common mental health problems which affects more than 10% of the global population. The prevalence of this disorder is higher in fibromyalgia patients. However, the influence of the combination of depression and fibromyalgia in the brain processing is poorly understood.To explore the modifications of EEG power spectrum in women with fibromyalgia when depressive feelings are elicited.Twenty eight women with fibromyalgia participated in this cross-sectional study. They were classified as women with depression or women without depression according to the score in the Geriatric Depression Scale. This questionnaire was used to elicit depression symptoms during the EEG recording. Analyses were performed with the standardized LOw Resolution Electric Tomography (sLORETA) software. Power spectrum were compared in the following frequency bands: delta, theta, alpha-1, alpha-2, beta-1, beta-2, and beta-3.Fibromyalgia patients with untreated depression showed a hypoactivation of the left hemisphere when compared with fibromyalgia patients without depression. In addition, when compared fibromyalgia patients without depression and women with both fibromyalgia and depression who were taking antidepressant medications, differences in EEG power spectrum in the studied frequency bands were not found.The current study contributes to the understanding on the influence of the combination of fibromyalgia and depression in the brain activity patterns. Patients with untreated depression showed a hypoactivation of the left hemisphere while eliciting depression symptoms. However, further research is needed, antidepressant medication might reduce the differences between patients with depression and those who do not suffer from depression symptoms.
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Affiliation(s)
- Santos Villafaina
- Physical Activity and Quality of Life Research Group (AFYCAV), Faculty of Sport Science, University of Extremadura
- EXERNET Research Network on Exercise and Health in Special Populations
| | - Carolina Sitges
- Balearic Islands Health Research Institute (IdISBa), Research Institute on Health Sciences (IUNICS), University of Balearic Islands (UIB
| | - Daniel Collado-Mateo
- Physical Activity and Quality of Life Research Group (AFYCAV), Faculty of Sport Science, University of Extremadura
- EXERNET Research Network on Exercise and Health in Special Populations
- Facultad de Educación, Universidad Autónoma de Chile, Talca, Chile
| | | | - Narcis Gusi
- Physical Activity and Quality of Life Research Group (AFYCAV), Faculty of Sport Science, University of Extremadura
- EXERNET Research Network on Exercise and Health in Special Populations
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33
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Tatsukawa T, Raveau M, Ogiwara I, Hattori S, Miyamoto H, Mazaki E, Itohara S, Miyakawa T, Montal M, Yamakawa K. Scn2a haploinsufficient mice display a spectrum of phenotypes affecting anxiety, sociability, memory flexibility and ampakine CX516 rescues their hyperactivity. Mol Autism 2019; 10:15. [PMID: 30962870 PMCID: PMC6437867 DOI: 10.1186/s13229-019-0265-5] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Accepted: 03/06/2019] [Indexed: 01/13/2023] Open
Abstract
Background Mutations of the SCN2A gene encoding a voltage-gated sodium channel alpha-II subunit Nav1.2 are associated with neurological disorders such as epilepsy, autism spectrum disorders, intellectual disability, and schizophrenia. However, causal relationships and pathogenic mechanisms underlying these neurological defects, especially social and psychiatric features, remain to be elucidated. Methods We investigated the behavior of mice with a conventional or conditional deletion of Scn2a in a comprehensive test battery including open field, elevated plus maze, light-dark box, three chambers, social dominance tube, resident-intruder, ultrasonic vocalization, and fear conditioning tests. We further monitored the effects of the positive allosteric modulator of AMPA receptors CX516 on these model mice. Results Conventional heterozygous Scn2a knockout mice (Scn2aKO/+) displayed novelty-induced exploratory hyperactivity and increased rearing. The increased vertical activity was reproduced by heterozygous inactivation of Scn2a in dorsal-telencephalic excitatory neurons but not in inhibitory neurons. Moreover, these phenotypes were rescued by treating Scn2aKO/+ mice with CX516. Additionally, Scn2aKO/+ mice displayed mild social behavior impairment, enhanced fear conditioning, and deficient fear extinction. Neuronal activity was intensified in the medial prefrontal cortex of Scn2aKO/+ mice, with an increase in the gamma band. Conclusions Scn2aKO/+ mice exhibit a spectrum of phenotypes commonly observed in models of schizophrenia and autism spectrum disorder. Treatment with the CX516 ampakine, which ameliorates hyperactivity in these mice, could be a potential therapeutic strategy to rescue some of the disease phenotypes. Electronic supplementary material The online version of this article (10.1186/s13229-019-0265-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Tetsuya Tatsukawa
- 1Laboratory for Neurogenetics, RIKEN Center for Brain Science, Wako, Saitama 351-0198 Japan
| | - Matthieu Raveau
- 1Laboratory for Neurogenetics, RIKEN Center for Brain Science, Wako, Saitama 351-0198 Japan
| | - Ikuo Ogiwara
- 1Laboratory for Neurogenetics, RIKEN Center for Brain Science, Wako, Saitama 351-0198 Japan.,2Department of Physiology, Nippon Medical School, Bunkyo-ku, Tokyo, 113-8602 Japan
| | - Satoko Hattori
- 3Division of Systems Medical Science, Institute for Comprehensive Medical Science, Fujita Health University, Toyoake-shi, Aichi 470-1192 Japan
| | - Hiroyuki Miyamoto
- 1Laboratory for Neurogenetics, RIKEN Center for Brain Science, Wako, Saitama 351-0198 Japan
| | - Emi Mazaki
- 1Laboratory for Neurogenetics, RIKEN Center for Brain Science, Wako, Saitama 351-0198 Japan
| | - Shigeyoshi Itohara
- 4Laboratory for Behavioral Genetics, RIKEN Center for Brain Science, Wako, Saitama 351-0198 Japan.,5FIRST, Japan Science and Technology Agency, Kawaguchi, Saitama 332-0012 Japan
| | - Tsuyoshi Miyakawa
- 3Division of Systems Medical Science, Institute for Comprehensive Medical Science, Fujita Health University, Toyoake-shi, Aichi 470-1192 Japan
| | - Mauricio Montal
- 6Section of Neurobiology, Division of Biological Sciences, University of California San Diego, La Jolla, CA 92093 USA
| | - Kazuhiro Yamakawa
- 1Laboratory for Neurogenetics, RIKEN Center for Brain Science, Wako, Saitama 351-0198 Japan
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34
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Menezes EC, Santos PR, Goes TC, Carvalho VCB, Teixeira-Silva F, Stevens HE, Badauê-Passos DJ. Effects of a rat model of gestational hypothyroidism on forebrain dopaminergic, GABAergic, and serotonergic systems and related behaviors. Behav Brain Res 2019; 366:77-87. [PMID: 30898681 DOI: 10.1016/j.bbr.2019.03.027] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2018] [Revised: 03/02/2019] [Accepted: 03/15/2019] [Indexed: 12/22/2022]
Abstract
We investigated the effects of maternal hypothyroidism on forebrain dopaminergic, GABAergic, and serotonergic systems and related behavior in adult rat offspring. Experimental gestational hypothyroidism (EGH) was induced by administering 0.02% methimazole (MMI) to pregnant rats from gestational day 9 to delivery. Neurotransmitter-related protein and gene expression were evaluated in offspring forebrain at postnatal day (P) 120. Exploratory behavior, contextual fear conditioning, locomotion, and 30-day reserpine Parkinson induction were assessed from P75-P120. Protein and gene expression assessments of medial prefrontal cortex showed group differences in dopaminergic, GABAergic, and serotonergic receptors, catabolic enzymes, and transporters. Striatum of MMI offspring showed an isolated decrease in the dopaminergic enzyme, tyrosine hydroxylase. MMI exposure increased GABA and dopamine receptor expression in amygdala. MMI offspring also had decreased state anxiety and poor contextual fear conditioning. We found that baseline locomotion was not changed, but reserpine treatment significantly reduced locomotion only in MMI offspring. Our results indicated that restriction of maternal thyroid hormones reduced dopaminergic, GABAergic, and serotoninergic forebrain components in offspring. Tyrosine hydroxylase deficiency in the striatum may underlie enhanced reserpine induction of Parkinson-like movement in these same offspring. Deficits across different neurotransmitter systems in medial prefrontal cortex and amygdala may underlie decreased state anxiety-like behavior and reduced fear conditioning in offspring, but no changes in trait anxiety-like behavior occurred with maternal MMI exposure. These findings strongly support the hypothesis that adequate delivery of maternal thyroid hormones to the fetus is crucial to the development of the central nervous system critical for emotion and motor regulation.
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Affiliation(s)
- Edênia Cunha Menezes
- Departamento de Fisiologia, Centro de Ciências Biológicas e da Saúde, Universidade Federal de Sergipe, 49100-000, São Cristóvão, Brazil
| | - Patrícia Rabelo Santos
- Departamento de Fisiologia, Centro de Ciências Biológicas e da Saúde, Universidade Federal de Sergipe, 49100-000, São Cristóvão, Brazil
| | - Tiago Costa Goes
- Departamento de Educação em Saúde, Campus Prof. Antônio Garcia Filho, Universidade Federal de Sergipe, 49400-000, Lagarto, Brazil
| | - Vanessa Cibelle Barboza Carvalho
- Departamento de Fisiologia, Centro de Ciências Biológicas e da Saúde, Universidade Federal de Sergipe, 49100-000, São Cristóvão, Brazil
| | - Flávia Teixeira-Silva
- Departamento de Fisiologia, Centro de Ciências Biológicas e da Saúde, Universidade Federal de Sergipe, 49100-000, São Cristóvão, Brazil
| | - Hanna E Stevens
- Psychiatry Department, Iowa Neuroscience Institute, University of Iowa College of Medicine, 69 Newton Rd, Iowa City, IA, United States.
| | - Daniel Jr Badauê-Passos
- Departamento de Fisiologia, Centro de Ciências Biológicas e da Saúde, Universidade Federal de Sergipe, 49100-000, São Cristóvão, Brazil
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35
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Zhang WH, Cao KX, Ding ZB, Yang JL, Pan BX, Xue YX. Role of prefrontal cortex in the extinction of drug memories. Psychopharmacology (Berl) 2019; 236:463-477. [PMID: 30392133 DOI: 10.1007/s00213-018-5069-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Accepted: 10/04/2018] [Indexed: 12/30/2022]
Abstract
It has been recognized that drug addiction engages aberrant process of learning and memory, and substantial studies have focused on developing effective treatment to erase the enduring drug memories to reduce the propensity to relapse. Extinction, a behavioral intervention exposing the individuals to the drug-associated cues repeatedly, can weaken the craving and relapse induced by drug-associated cues, but its clinic efficacy is limited. A clear understanding of the neuronal circuitry and molecular mechanism underlying extinction of drug memory will facilitate the successful use of extinction therapy in clinic. As a key component of mesolimbic system, medial prefrontal cortex (mPFC) has received particular attention largely in that PFC stands at the core of neural circuits for memory extinction and manipulating mPFC influences extinction of drug memories and subsequent relapse. Here, we review the recent advances in both animal models of drug abuse and human addicted patients toward the understanding of the mechanistic link between mPFC and drug memory, with particular emphasis on how mPFC contributes to the extinction of drug memory at levels ranging from neuronal architecture, synaptic plasticity to molecular signaling and epigenetic regulation, and discuss the clinic relevance of manipulating the extinction process of drug memory to prevent craving and relapse through enhancing mPFC function.
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Affiliation(s)
- Wen-Hua Zhang
- Laboratory of Fear and Anxiety Disorders, Institute of Life Science, Nanchang University, Nanchang, 330031, China
| | - Ke-Xin Cao
- Tianjin General Hospital, Tianjin Medical University, Tianjin, 300052, China.,National Institute on Drug Dependence, and Beijing Key Laboratory of Drug Dependence, Peking University, Beijing, 100191, China
| | - Zeng-Bo Ding
- National Institute on Drug Dependence, and Beijing Key Laboratory of Drug Dependence, Peking University, Beijing, 100191, China
| | - Jian-Li Yang
- Tianjin General Hospital, Tianjin Medical University, Tianjin, 300052, China
| | - Bing-Xing Pan
- Laboratory of Fear and Anxiety Disorders, Institute of Life Science, Nanchang University, Nanchang, 330031, China.
| | - Yan-Xue Xue
- National Institute on Drug Dependence, and Beijing Key Laboratory of Drug Dependence, Peking University, Beijing, 100191, China. .,Key Laboratory for Neuroscience of Ministry of Education and Neuroscience, National Health and Family Planning Commision, Peking University, Beijing, 100191, China.
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36
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Widge AS, Bilge MT, Montana R, Chang W, Rodriguez CI, Deckersbach T, Carpenter LL, Kalin NH, Nemeroff CB. Electroencephalographic Biomarkers for Treatment Response Prediction in Major Depressive Illness: A Meta-Analysis. Am J Psychiatry 2019; 176:44-56. [PMID: 30278789 PMCID: PMC6312739 DOI: 10.1176/appi.ajp.2018.17121358] [Citation(s) in RCA: 105] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
OBJECTIVE Reducing unsuccessful treatment trials could improve depression treatment. Quantitative EEG (QEEG) may predict treatment response and is being commercially marketed for this purpose. The authors sought to quantify the reliability of QEEG for response prediction in depressive illness and to identify methodological limitations of the available evidence. METHOD The authors conducted a meta-analysis of diagnostic accuracy for QEEG in depressive illness, based on articles published between January 2000 and November 2017. The review included all articles that used QEEG to predict response during a major depressive episode, regardless of patient population, treatment, or QEEG marker. The primary meta-analytic outcome was the accuracy for predicting response to depression treatment, expressed as sensitivity, specificity, and the logarithm of the diagnostic odds ratio. Raters also judged each article on indicators of good research practice. RESULTS In 76 articles reporting 81 biomarkers, the meta-analytic estimates showed a sensitivity of 0.72 (95% CI=0.67-0.76) and a specificity of 0.68 (95% CI=0.63-0.73). The logarithm of the diagnostic odds ratio was 1.89 (95% CI=1.56-2.21), and the area under the receiver operator curve was 0.76 (95% CI=0.71-0.80). No specific QEEG biomarker or specific treatment showed greater predictive power than the all-studies estimate in a meta-regression. Funnel plot analysis suggested substantial publication bias. Most studies did not use ideal practices. CONCLUSIONS QEEG does not appear to be clinically reliable for predicting depression treatment response, as the literature is limited by underreporting of negative results, a lack of out-of-sample validation, and insufficient direct replication of previous findings. Until these limitations are remedied, QEEG is not recommended for guiding selection of psychiatric treatment.
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Affiliation(s)
- Alik S. Widge
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA
- Picower Institute for Learning & Memory, Massachusetts Institute of Technology, Cambridge, MA
| | - M. Taha Bilge
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Rebecca Montana
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Weilynn Chang
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | | | - Thilo Deckersbach
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Linda L. Carpenter
- Butler Hospital and Warren Alpert Medical School of Brown University, Providence, RI
| | - Ned H. Kalin
- Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Charles B. Nemeroff
- Department of Psychiatry, University of Miami Miller School of Medicine, Miami, FL
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Stolz C, Endres D, Mueller EM. Threat-conditioned contexts modulate the late positive potential to faces-A mobile EEG/virtual reality study. Psychophysiology 2018; 56:e13308. [PMID: 30548599 DOI: 10.1111/psyp.13308] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Revised: 09/28/2018] [Accepted: 10/18/2018] [Indexed: 12/17/2022]
Abstract
In everyday life, the motivational value of faces is bound to the contexts in which faces are perceived. Electrophysiological studies have demonstrated that inherent negatively valent contexts modulate cortical face processing as assessed with ERP components. However, it is not well understood whether learned (rather than inherent) and three-dimensional aversive contexts similarly modulate the neural processing of faces. Using full immersive virtual reality (VR) and mobile EEG techniques, 25 participants underwent a differential fear conditioning paradigm, in which one virtual room was paired with an aversive noise burst (threat context) and another with a nonaversive noise burst (safe context). Subsequently, avatars with neutral or angry facial expressions were presented in the threat and safe contexts while EEG was recorded. Analysis of the late positive potential (LPP), which presumably indicates motivational salience, revealed a significant interaction of context (threat vs. safe) and face type (neutral vs. angry). Neutral faces evoked increased LPP amplitudes in threat versus safe contexts, while angry faces evoked increased early LPP amplitudes regardless of context. In addition to indicating that threat-conditioned contexts alter the processing of ambiguous faces, the present study demonstrates the successful integration of EEG and VR with particular relevance for affective neuroscience research.
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Affiliation(s)
| | - Dominik Endres
- Department of Psychology, University of Marburg, Marburg, Germany
| | - Erik M Mueller
- Department of Psychology, University of Marburg, Marburg, Germany
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Panitz C, Sperl MF, Hennig J, Klucken T, Hermann C, Mueller EM. Fearfulness, neuroticism/anxiety, and COMT Val158Met in long-term fear conditioning and extinction. Neurobiol Learn Mem 2018; 155:7-20. [DOI: 10.1016/j.nlm.2018.06.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2017] [Revised: 05/16/2018] [Accepted: 06/04/2018] [Indexed: 10/14/2022]
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Lueckel M, Panitz C, Nater UM, Mueller EM. Reliability and robustness of feedback-evoked brain-heart coupling after placebo, dopamine, and noradrenaline challenge. Int J Psychophysiol 2018; 132:298-310. [DOI: 10.1016/j.ijpsycho.2018.01.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2017] [Revised: 12/20/2017] [Accepted: 01/24/2018] [Indexed: 12/13/2022]
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40
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Neural Oscillatory Correlates for Conditioning and Extinction of Fear. Biomedicines 2018; 6:biomedicines6020049. [PMID: 29724018 PMCID: PMC6027138 DOI: 10.3390/biomedicines6020049] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2018] [Revised: 04/23/2018] [Accepted: 04/28/2018] [Indexed: 12/27/2022] Open
Abstract
The extinction of conditioned-fear represents a hallmark of current exposure therapies as it has been found to be impaired in people suffering from post-traumatic stress disorder (PTSD) and anxiety. A large body of knowledge focusing on psychophysiological animal and human studies suggests the involvement of key brain structures that interact via neural oscillations during the acquisition and extinction of fear. Consequently, neural oscillatory correlates of such mechanisms appear relevant regarding the development of novel therapeutic approaches to counterbalance abnormal activity in fear-related brain circuits, which, in turn, could alleviate fear and anxiety symptoms. Here, we provide an account of state-of-the-art neural oscillatory correlates for the conditioning and extinction of fear, and also deal with recent translational efforts aimed at fear extinction by neural oscillatory modulation.
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41
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Gollwitzer M, Thorwart A, Meissner K. Editorial: Psychological Responses to Violations of Expectations. Front Psychol 2018; 8:2357. [PMID: 29410637 PMCID: PMC5787099 DOI: 10.3389/fpsyg.2017.02357] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Accepted: 12/26/2017] [Indexed: 01/23/2023] Open
Affiliation(s)
- Mario Gollwitzer
- Department of Psychology, Philipps University of Marburg, Marburg, Germany
| | - Anna Thorwart
- Department of Psychology, Philipps University of Marburg, Marburg, Germany
| | - Karin Meissner
- Institute of Medical Psychology, Ludwig-Maximilians-Universität München, Munich, Germany.,Division of Health Promotion, Department of Social Work and Health, Hochschule Coburg, Coburg, Germany
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Che X, Cash R, Fitzgerald P, Fitzgibbon BM. The Social Regulation of Pain: Autonomic and Neurophysiological Changes Associated With Perceived Threat. THE JOURNAL OF PAIN 2017; 19:496-505. [PMID: 29274393 DOI: 10.1016/j.jpain.2017.12.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 11/28/2017] [Accepted: 12/05/2017] [Indexed: 12/28/2022]
Abstract
The analgesic effect of social support is proposed as a function of social support modulating perceived threat of painful stimuli. In the current study, we directly examined the social buffering effect in the context of the threat of pain. Eighteen healthy participants were subjected to the threat of pain while they held the hand of a close other, a stranger, or not at all. Neural and autonomic responses were recorded using electroencephalogram and heart rate, respectively. Close other hand-holding reduced pain perception. This was accompanied by decreased heart rate and frontal theta oscillation (4-8 Hz) during the threat phase preceding painful stimulation. Interestingly, decreased heart rate and frontal theta in the close other hand-holding condition were uniquely associated with greater pain reduction during subsequent nociceptive stimulation. Neural changes were source-localized to the insular cortex and the rostral-ventral portions of anterior cingulate cortex, regions involved in the processing of threat and pain. Together, our data build upon work to date linking social support to pain by showing autonomic and neurophysiological changes associated with pain reduction. PERSPECTIVE Social support may reduce pain through buffering the autonomic and neurophysiological response to the threatening quality of noxious stimuli. Results implicate that in clinical settings the caregiver could help people with chronic pain reappraise pain and related conditions as less stressful.
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Affiliation(s)
- Xianwei Che
- Monash Alfred Psychiatry Research Centre, The Alfred and Central Clinical School, Monash University, Melbourne, Australia.
| | - Robin Cash
- Monash Alfred Psychiatry Research Centre, The Alfred and Central Clinical School, Monash University, Melbourne, Australia
| | - Paul Fitzgerald
- Monash Alfred Psychiatry Research Centre, The Alfred and Central Clinical School, Monash University, Melbourne, Australia; Epworth Clinic, Epworth Healthcare, Camberwell, Victoria, Australia
| | - Bernadette M Fitzgibbon
- Monash Alfred Psychiatry Research Centre, The Alfred and Central Clinical School, Monash University, Melbourne, Australia
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43
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Marquis LP, Paquette T, Blanchette-Carrière C, Dumel G, Nielsen T. REM Sleep Theta Changes in Frequent Nightmare Recallers. Sleep 2017; 40:3885852. [PMID: 28651358 PMCID: PMC5806577 DOI: 10.1093/sleep/zsx110] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Study Objectives To replicate and expand upon past research by evaluating sleep and wake electroencephalographic spectral activity in samples of frequent nightmare (NM) recallers and healthy controls. Methods Computation of spectral activity for sleep (non-REM and REM) and wake electroencephalogram recordings from 18 frequent NM recallers and 15 control participants. Results There was higher "slow-theta" (2-5 Hz) for NM recallers than for controls during wake, non-REM sleep and REM sleep. Differences were clearest for frontal and central derivations and for REM sleep cycles 2-4. There was also higher beta activity during NREM sleep for NM recallers. Findings partially replicate past research by demonstrating higher relative "slow-theta" (3-4Hz) for NM recallers than for controls. Conclusions Findings are consistent with a neurocognitive model of nightmares that stipulates cross-state anomalies in emotion processing in NM-prone individuals.
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Affiliation(s)
- Louis-Philippe Marquis
- Department of Psychology, Université de Montréal, Québec, Canada
- Center for Advanced Research in Sleep Medicine, CIUSSS-NÎM – Hôpital du Sacré-Coeur de Montréal, Québec, Canada
| | - Tyna Paquette
- Center for Advanced Research in Sleep Medicine, CIUSSS-NÎM – Hôpital du Sacré-Coeur de Montréal, Québec, Canada
| | - Cloé Blanchette-Carrière
- Center for Advanced Research in Sleep Medicine, CIUSSS-NÎM – Hôpital du Sacré-Coeur de Montréal, Québec, Canada
- Department of Biomedical Sciences, Université de Montréal, Montréal, Québec, Canada
| | - Gaëlle Dumel
- Department of Psychology, Université de Montréal, Québec, Canada
- Center for Advanced Research in Sleep Medicine, CIUSSS-NÎM – Hôpital du Sacré-Coeur de Montréal, Québec, Canada
| | - Tore Nielsen
- Center for Advanced Research in Sleep Medicine, CIUSSS-NÎM – Hôpital du Sacré-Coeur de Montréal, Québec, Canada
- Department of Psychiatry, Université de Montréal, Montréal, Québec, Canada
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Abnormalities in Dynamic Brain Activity Caused by Mild Traumatic Brain Injury Are Partially Rescued by the Cannabinoid Type-2 Receptor Inverse Agonist SMM-189. eNeuro 2017; 4:eN-NWR-0387-16. [PMID: 28828401 PMCID: PMC5562300 DOI: 10.1523/eneuro.0387-16.2017] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2016] [Revised: 06/26/2017] [Accepted: 07/03/2017] [Indexed: 12/23/2022] Open
Abstract
Mild traumatic brain injury (mTBI) can cause severe long-term cognitive and emotional deficits, including impaired memory, depression, and persevering fear, but the neuropathological basis of these deficits is uncertain. As medial prefrontal cortex (mPFC) and hippocampus play important roles in memory and emotion, we used multi-site, multi-electrode recordings of oscillatory neuronal activity in local field potentials (LFPs) in awake, head-fixed mice to determine if the functioning of these regions was abnormal after mTBI, using a closed-skull focal cranial blast model. We evaluated mPFC, hippocampus CA1, and primary somatosensory/visual cortical areas (S1/V1). Although mTBI did not alter the power of oscillations, it did cause increased coherence of θ (4-10 Hz) and β (10-30 Hz) oscillations within mPFC and S1/V1, reduced CA1 sharp-wave ripple (SWR)-evoked LFP activity in mPFC, downshifted SWR frequencies in CA1, and enhanced θ-γ phase-amplitude coupling (PAC) within mPFC. These abnormalities might be linked to the impaired memory, depression, and persevering fear seen after mTBI. Treatment with the cannabinoid type-2 (CB2) receptor inverse agonist SMM-189 has been shown to mitigate functional deficits and neuronal injury after mTBI in mice. We found that SMM-189 also reversed most of the observed neurophysiological abnormalities. This neurophysiological rescue is likely to stem from the previously reported reduction in neuron loss and/or the preservation of neuronal function and connectivity resulting from SMM-189 treatment, which appears to stem from the biasing of microglia from the proinflammatory M1 state to the prohealing M2 state by SMM-189.
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Jalilifard A, Brigante Pizzolato E, Kafiul Islam M. Emotion classification using single-channel scalp-EEG recording. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2017; 2016:845-849. [PMID: 28268456 DOI: 10.1109/embc.2016.7590833] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Several studies have found evidence for corticolimbic Theta electroencephalographic (EEG) oscillation in the neural processing of visual stimuli perceived as fear or threatening scene. Recent studies showed that neural oscillations' patterns in Theta, Alpha, Beta and Gamma sub-bands play a main role in brain's emotional processing. The main goal of this study is to classify two different emotional states by means of EEG data recorded through a single-electrode EEG headset. Nineteen young subjects participated in an EEG experiment while watching a video clip that evoked three emotional states: neutral, relaxation and scary. Following each video clip, participants were asked to report on their subjective affect by giving a score between 0 to 10. First, recorded EEG data were preprocessed by stationary wavelet transform (SWT) based denoising to remove artifacts. Afterward, the distribution of power in time-frequency space was obtained using short-time Fourier transform (STFT) and then, the mean value of energy was calculated for each EEG sub-band. Finally, 46 features, as the mean energy of frequency bands between 4 and 50 Hz, containing 689 instances - for each subject -were collected in order to classify the emotional states. Our experimental results show that EEG dynamics induced by horror and relaxing movies can be classified with average classification rate of 92% using support vector machine (SVM) classifier. We also compared the performance of SVM to K-nearest neighbors (K-NN). The results show that K-NN achieves a better classification rate by 94% accuracy. The findings of this work are expected to pave the way to a new horizon in neuroscience by proving the point that only single-channel EEG data carry enough information for emotion classification.
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46
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Lonsdorf TB, Menz MM, Andreatta M, Fullana MA, Golkar A, Haaker J, Heitland I, Hermann A, Kuhn M, Kruse O, Meir Drexler S, Meulders A, Nees F, Pittig A, Richter J, Römer S, Shiban Y, Schmitz A, Straube B, Vervliet B, Wendt J, Baas JMP, Merz CJ. Don't fear 'fear conditioning': Methodological considerations for the design and analysis of studies on human fear acquisition, extinction, and return of fear. Neurosci Biobehav Rev 2017; 77:247-285. [PMID: 28263758 DOI: 10.1016/j.neubiorev.2017.02.026] [Citation(s) in RCA: 489] [Impact Index Per Article: 69.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2016] [Revised: 02/23/2017] [Accepted: 02/28/2017] [Indexed: 12/24/2022]
Abstract
The so-called 'replicability crisis' has sparked methodological discussions in many areas of science in general, and in psychology in particular. This has led to recent endeavours to promote the transparency, rigour, and ultimately, replicability of research. Originating from this zeitgeist, the challenge to discuss critical issues on terminology, design, methods, and analysis considerations in fear conditioning research is taken up by this work, which involved representatives from fourteen of the major human fear conditioning laboratories in Europe. This compendium is intended to provide a basis for the development of a common procedural and terminology framework for the field of human fear conditioning. Whenever possible, we give general recommendations. When this is not feasible, we provide evidence-based guidance for methodological decisions on study design, outcome measures, and analyses. Importantly, this work is also intended to raise awareness and initiate discussions on crucial questions with respect to data collection, processing, statistical analyses, the impact of subtle procedural changes, and data reporting specifically tailored to the research on fear conditioning.
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Affiliation(s)
- Tina B Lonsdorf
- University Medical Center Hamburg-Eppendorf, Department of Systems Neuroscience, Hamburg, Germany.
| | - Mareike M Menz
- University Medical Center Hamburg-Eppendorf, Department of Systems Neuroscience, Hamburg, Germany
| | - Marta Andreatta
- University of Würzburg, Department of Psychology, Biological Psychology, Clinical Psychology and Psychotherapy, Würzburg, Germany
| | - Miguel A Fullana
- Anxiety Unit, Institute of Neuropsychiatry and Addictions, Hospital del Mar, CIBERSAM, Barcelona, Spain; IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain; Department of Psychiatry, Autonomous University of Barcelona, Barcelona, Spain
| | - Armita Golkar
- Karolinska Institutet, Department of Clinical Neuroscience, Psychology Section, Stockholm, Sweden; University of Amsterdam, Department of Clinical Psychology, Amsterdam, Netherlands
| | - Jan Haaker
- University Medical Center Hamburg-Eppendorf, Department of Systems Neuroscience, Hamburg, Germany; Karolinska Institutet, Department of Clinical Neuroscience, Psychology Section, Stockholm, Sweden
| | - Ivo Heitland
- Utrecht University, Department of Experimental Psychology and Helmholtz Institute, Utrecht, The Netherlands
| | - Andrea Hermann
- Justus Liebig University Giessen, Department of Psychology, Psychotherapy and Systems Neuroscience, Giessen, Germany
| | - Manuel Kuhn
- University Medical Center Hamburg-Eppendorf, Department of Systems Neuroscience, Hamburg, Germany
| | - Onno Kruse
- Justus Liebig University Giessen, Department of Psychology, Psychotherapy and Systems Neuroscience, Giessen, Germany
| | - Shira Meir Drexler
- Ruhr-University Bochum, Institute of Cognitive Neuroscience, Department of Cognitive Psychology, Bochum, Germany
| | - Ann Meulders
- KU Leuven, Health Psychology, Leuven, Belgium; Maastricht University, Research Group Behavioral Medicine, Maastricht, The Netherlands
| | - Frauke Nees
- Heidelberg University, Medical Faculty Mannheim, Central Institute of Mental Health, Department of Cognitive and Clinical Neuroscience, Mannheim, Germany
| | - Andre Pittig
- Technische Universität Dresden, Institute of Clinical Psychology and Psychotherapy, Dresden, Germany
| | - Jan Richter
- University of Greifswald, Department of Physiological and Clinical Psychology/Psychotherapy, Greifswald, Germany
| | - Sonja Römer
- Saarland University, Department of Clinical Psychology and Psychotherapy, Saarbrücken, Germany
| | - Youssef Shiban
- University of Regensburg, Department of Psychology, Clinical Psychology and Psychotherapy, Regensburg, Germany
| | - Anja Schmitz
- University of Regensburg, Department of Psychology, Clinical Psychology and Psychotherapy, Regensburg, Germany
| | - Benjamin Straube
- Philipps-University Marburg, Department of Psychiatry and Psychotherapy, Marburg, Germany
| | - Bram Vervliet
- KU Leuven, Centre for the Psychology of Learning and Experimental Psychopathology, Leuven, Belgium; Center for Excellence on Generalization, University of Leuven, Leuven, Belgium; Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Julia Wendt
- University of Greifswald, Department of Physiological and Clinical Psychology/Psychotherapy, Greifswald, Germany
| | - Johanna M P Baas
- Utrecht University, Department of Experimental Psychology and Helmholtz Institute, Utrecht, The Netherlands
| | - Christian J Merz
- Ruhr-University Bochum, Institute of Cognitive Neuroscience, Department of Cognitive Psychology, Bochum, Germany
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Muench HM, Westermann S, Pizzagalli DA, Hofmann SG, Mueller EM. Self-relevant threat contexts enhance early processing of fear-conditioned faces. Biol Psychol 2016; 121:194-202. [DOI: 10.1016/j.biopsycho.2016.07.017] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Revised: 07/20/2016] [Accepted: 07/20/2016] [Indexed: 10/21/2022]
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Wiggert N, Wilhelm FH, Boger S, Georgii C, Klimesch W, Blechert J. Social Pavlovian conditioning: Short- and long-term effects and the role of anxiety and depressive symptoms. Soc Cogn Affect Neurosci 2016; 12:329-339. [PMID: 27614767 PMCID: PMC5390734 DOI: 10.1093/scan/nsw128] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2016] [Accepted: 08/24/2016] [Indexed: 12/30/2022] Open
Abstract
Today's stressors largely arise from social interactions rather than from physical threat. However, the dominant laboratory model of emotional learning relies on physical stimuli (e.g. electric shock) whereas adequate models of social conditioning are missing, possibly due to more subtle and multilayered biobehavioral responses to such stimuli. To fill this gap, we acquired a broad set of measures during conditioning to negative social unconditioned stimuli, also taking into account long-term maintenance of conditioning and inter-individual differences. Fifty-nine healthy participants underwent a classical conditioning task with videos of actors expressing disapproving (US-neg) or neutral (US-neu) statements. Static images of the corresponding actors with a neutral facial expression served as CS+ and CS-, predicting US-neg and US-neu, respectively. Autonomic and facial-muscular measures confirmed differential unconditioned responding whereas experiential CS ratings, event-related potentials, and evoked theta oscillations confirmed differential conditioned responding. Conditioning was maintained at 1 month and 1 year follow-ups on experiential ratings, especially in individuals with elevated anxiety and depressive symptoms, documenting the efficiency of social conditioning and its clinical relevance. This novel, ecologically improved conditioning paradigm uncovered a remarkably efficient multi-layered social learning mechanism that may represent a risk factor for anxiety and depression.
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Affiliation(s)
- Nicole Wiggert
- Division of Clinical Psychology, Psychotherapy and Health Psychology, Department of Psychology, University of Salzburg, Salzburg, Austria,Centre for Cognitive Neuroscience, University of Salzburg, Salzburg, Austria
| | - Frank H. Wilhelm
- Division of Clinical Psychology, Psychotherapy and Health Psychology, Department of Psychology, University of Salzburg, Salzburg, Austria
| | - Sabrina Boger
- Department of Psychology, Ludwig-Maximilian University, Munich, Germany
| | - Claudio Georgii
- Division of Clinical Psychology, Psychotherapy and Health Psychology, Department of Psychology, University of Salzburg, Salzburg, Austria,Centre for Cognitive Neuroscience, University of Salzburg, Salzburg, Austria
| | - Wolfgang Klimesch
- Centre for Cognitive Neuroscience, University of Salzburg, Salzburg, Austria
| | - Jens Blechert
- Division of Clinical Psychology, Psychotherapy and Health Psychology, Department of Psychology, University of Salzburg, Salzburg, Austria,Centre for Cognitive Neuroscience, University of Salzburg, Salzburg, Austria
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Hill JL, Hardy NF, Jimenez DV, Maynard KR, Kardian AS, Pollock CJ, Schloesser RJ, Martinowich K. Loss of promoter IV-driven BDNF expression impacts oscillatory activity during sleep, sensory information processing and fear regulation. Transl Psychiatry 2016; 6:e873. [PMID: 27552586 PMCID: PMC5022093 DOI: 10.1038/tp.2016.153] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2016] [Accepted: 06/23/2016] [Indexed: 11/09/2022] Open
Abstract
Posttraumatic stress disorder is characterized by hyperarousal, sensory processing impairments, sleep disturbances and altered fear regulation; phenotypes associated with changes in brain oscillatory activity. Molecules associated with activity-dependent plasticity, including brain-derived neurotrophic factor (BDNF), may regulate neural oscillations by controlling synaptic activity. BDNF synthesis includes production of multiple Bdnf transcripts, which contain distinct 5' noncoding exons. We assessed arousal, sensory processing, fear regulation and sleep in animals where BDNF expression from activity-dependent promoter IV is disrupted (Bdnf-e4 mice). Bdnf-e4 mice display sensory hyper-reactivity and impaired electrophysiological correlates of sensory information processing as measured by event-related potentials (ERP). Utilizing electroencephalogram, we identified a decrease in slow-wave activity during non-rapid eye movement sleep, suggesting impaired sleep homeostasis. Fear extinction is controlled by hippocampal-prefrontal cortical BDNF signaling, and neurophysiological communication patterns between the hippocampus (HPC) and medial prefrontal cortex (mPFC) correlate with behavioral performance during extinction. Impaired fear extinction in Bdnf-e4 mice is accompanied by increased HPC activation and decreased HPC-mPFC theta phase synchrony during early extinction, as well as increased mPFC activation during extinction recall. These results suggest that activity-dependent BDNF signaling is critical for regulating oscillatory activity, which may contribute to altered behavior.
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Affiliation(s)
- J L Hill
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, Baltimore, MD, USA
| | - N F Hardy
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, Baltimore, MD, USA
| | - D V Jimenez
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, Baltimore, MD, USA
| | - K R Maynard
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, Baltimore, MD, USA
| | - A S Kardian
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, Baltimore, MD, USA
| | - C J Pollock
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, Baltimore, MD, USA
| | - R J Schloesser
- Sheppard Pratt-Lieber Research Institute, Inc., Baltimore, MD, USA
| | - K Martinowich
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, Baltimore, MD, USA,Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA,Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD, USA,Lieber Institute for Brain Development, 855 North Wolfe Street, 347B, Suite 300, Baltimore, MD 21205, USA. E-mail:
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50
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Sex differences in learned fear expression and extinction involve altered gamma oscillations in medial prefrontal cortex. Neurobiol Learn Mem 2016; 135:66-72. [PMID: 27344940 DOI: 10.1016/j.nlm.2016.06.019] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Revised: 06/06/2016] [Accepted: 06/21/2016] [Indexed: 11/22/2022]
Abstract
Sex differences in learned fear expression and extinction involve the medial prefrontal cortex (mPFC). We recently demonstrated that enhanced learned fear expression during auditory fear extinction and its recall is linked to persistent theta activation in the prelimbic (PL) but not infralimbic (IL) cortex of female rats. Emerging evidence indicates that gamma oscillations in mPFC are also implicated in the expression and extinction of learned fear. Therefore we re-examined our in vivo electrophysiology data and found that females showed persistent PL gamma activation during extinction and a failure of IL gamma activation during extinction recall. Altered prefrontal gamma oscillations thus accompany sex differences in learned fear expression and its extinction. These findings are relevant for understanding the neural basis of post-traumatic stress disorder, which is more prevalent in women and involves impaired extinction and mPFC dysfunction.
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