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Kincses B, Forkmann K, Schlitt F, Jan Pawlik R, Schmidt K, Timmann D, Elsenbruch S, Wiech K, Bingel U, Spisak T. An externally validated resting-state brain connectivity signature of pain-related learning. Commun Biol 2024; 7:875. [PMID: 39020002 PMCID: PMC11255216 DOI: 10.1038/s42003-024-06574-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 07/10/2024] [Indexed: 07/19/2024] Open
Abstract
Pain can be conceptualized as a precision signal for reinforcement learning in the brain and alterations in these processes are a hallmark of chronic pain conditions. Investigating individual differences in pain-related learning therefore holds important clinical and translational relevance. Here, we developed and externally validated a novel resting-state brain connectivity-based predictive model of pain-related learning. The pre-registered external validation indicates that the proposed model explains 8-12% of the inter-individual variance in pain-related learning. Model predictions are driven by connections of the amygdala, posterior insula, sensorimotor, frontoparietal, and cerebellar regions, outlining a network commonly described in aversive learning and pain. We propose the resulting model as a robust and highly accessible biomarker candidate for clinical and translational pain research, with promising implications for personalized treatment approaches and with a high potential to advance our understanding of the neural mechanisms of pain-related learning.
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Affiliation(s)
- Balint Kincses
- Department of Neurology, Center for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany.
- Institute for Diagnostic and Interventional Radiology and Neuroradiology, University Medicine Essen, Essen, Germany.
| | - Katarina Forkmann
- Department of Neurology, Center for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany
| | - Frederik Schlitt
- Department of Neurology, Center for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany
| | - Robert Jan Pawlik
- Department of Medical Psychology and Medical Sociology, Faculty of Medicine, Ruhr University Bochum, Bochum, Germany
| | - Katharina Schmidt
- Department of Neurology, Center for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany
| | - Dagmar Timmann
- Department of Neurology, Center for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany
| | - Sigrid Elsenbruch
- Department of Neurology, Center for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany
- Department of Medical Psychology and Medical Sociology, Faculty of Medicine, Ruhr University Bochum, Bochum, Germany
| | - Katja Wiech
- Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Ulrike Bingel
- Department of Neurology, Center for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany
| | - Tamas Spisak
- Department of Neurology, Center for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany
- Institute for Diagnostic and Interventional Radiology and Neuroradiology, University Medicine Essen, Essen, Germany
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2
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Ebrahimi C, Garbusow M, Sebold M, Chen K, Smolka MN, Huys QJ, Zimmermann US, Schlagenhauf F, Heinz A. Elevated Amygdala Responses During De Novo Pavlovian Conditioning in Alcohol Use Disorder Are Associated With Pavlovian-to-Instrumental Transfer and Relapse Latency. BIOLOGICAL PSYCHIATRY GLOBAL OPEN SCIENCE 2023; 3:803-813. [PMID: 37881557 PMCID: PMC10593898 DOI: 10.1016/j.bpsgos.2023.02.003] [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: 10/21/2022] [Revised: 02/03/2023] [Accepted: 02/03/2023] [Indexed: 02/17/2023] Open
Abstract
Background Contemporary learning theories of drug addiction ascribe a key role to Pavlovian learning mechanisms in the development, maintenance, and relapse of addiction. In fact, cue-reactivity research has demonstrated the power of alcohol-associated cues to activate the brain's reward system, which has been linked to craving and subsequent relapse. However, whether de novo Pavlovian conditioning is altered in alcohol use disorder (AUD) has rarely been investigated. Methods To characterize de novo Pavlovian conditioning in AUD, 62 detoxified patients with AUD and 63 matched healthy control participants completed a Pavlovian learning task as part of a Pavlovian-to-instrumental transfer paradigm during a functional magnetic resonance imaging session. Patients were followed up for 12 months to assess drinking behavior and relapse status. Results While patients and healthy controls did not differ in their ability to explicitly acquire the contingencies between conditioned and unconditioned stimuli, patients with AUD displayed significantly stronger amygdala responses toward Pavlovian cues, an effect primarily driven by stronger blood oxygen level-dependent differentiation during learning from reward compared with punishment. Moreover, in patients compared with controls, differential amygdala responses during conditioning were positively related to the ability of Pavlovian stimuli to influence ongoing instrumental choice behavior measured during a subsequent Pavlovian-to-instrumental transfer test. Finally, patients who relapsed within the 12-month follow-up period showed an inverse association between amygdala activity during conditioning and relapse latency. Conclusions We provide evidence of altered neural correlates of de novo Pavlovian conditioning in patients with AUD, especially for appetitive stimuli. Thus, heightened processing of Pavlovian cues might constitute a behaviorally relevant mechanism in alcohol addiction.
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Affiliation(s)
- Claudia Ebrahimi
- Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences, CCM, NeuroCure Clinical Research Center, Berlin, Germany
- Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany
| | - Maria Garbusow
- Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences, CCM, NeuroCure Clinical Research Center, Berlin, Germany
| | - Miriam Sebold
- Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences, CCM, NeuroCure Clinical Research Center, Berlin, Germany
- Technische Hochschule Aschaffenburg, University of Applied Sciences, Aschaffenburg, Germany
| | - Ke Chen
- Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences, CCM, NeuroCure Clinical Research Center, Berlin, Germany
| | - Michael N. Smolka
- Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany
- Neuroimaging Center, Technische Universität Dresden, Dresden, Germany
| | - Quentin J.M. Huys
- Applied Computational Psychiatry Laboratory, Division of Psychiatry, Mental Health Neuroscience Department, University College London, London, England, United Kingdom
- Applied Computational Psychiatry Laboratory, Max Planck UCL Centre for Computational Psychiatry and Ageing Research, Queen Square Institute of Neurology, University College London, London, England, United Kingdom
- Camden and Islington NHS Foundation Trust, London, England, United Kingdom
| | - Ulrich S. Zimmermann
- Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany
- Department of Addiction Medicine and Psychotherapy, kbo Isar-Amper Klinikum Region München, Haar, Germany
| | - Florian Schlagenhauf
- Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences, CCM, NeuroCure Clinical Research Center, Berlin, Germany
| | - Andreas Heinz
- Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences, CCM, NeuroCure Clinical Research Center, Berlin, Germany
- Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, NeuroCure Cluster of Excellence, Berlin, Germany
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3
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Kusunoki S, Fukuda T, Maeda S, Yao C, Hasegawa T, Akamatsu T, Yoshimura H. Relationships between feeding behaviors and emotions: an electroencephalogram (EEG) frequency analysis study. J Physiol Sci 2023; 73:2. [PMID: 36869303 DOI: 10.1186/s12576-022-00858-w] [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: 08/23/2022] [Accepted: 12/13/2022] [Indexed: 03/05/2023]
Abstract
Feeding behaviors may be easily affected by emotions, both being based on brain activity; however, the relationships between them have not been explicitly defined. In this study, we investigated how emotional environments modulate subjective feelings, brain activity, and feeding behaviors. Electroencephalogram (EEG) recordings were obtained from healthy participants in conditions of virtual comfortable space (CS) and uncomfortable space (UCS) while eating chocolate, and the times required for eating it were measured. We found that the more participants tended to feel comfortable under the CS, the more it took time to eat in the UCS. However, the EEG emergence patterns in the two virtual spaces varied across the individuals. Upon focusing on the theta and low-beta bands, the strength of the mental condition and eating times were found to be guided by these frequency bands. The results determined that the theta and low-beta bands are likely important and relevant waves for feeding behaviors under emotional circumstances, following alterations in mental conditions.
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Affiliation(s)
- Shintaro Kusunoki
- Field of Food Science & Technology, Graduate School of Technology, Industrial & Social Sciences, Tokushima University Graduate School, 2-1, Minami-josanjima-cho, Tokushima, 770-8513, Japan.,Department of Molecular Oral Physiology, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15 Kuramoto, Tokushima, 770-8504, Japan
| | - Takako Fukuda
- Department of Molecular Oral Physiology, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15 Kuramoto, Tokushima, 770-8504, Japan
| | - Saori Maeda
- Department of Molecular Oral Physiology, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15 Kuramoto, Tokushima, 770-8504, Japan
| | - Chenjuan Yao
- Department of Molecular Oral Physiology, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15 Kuramoto, Tokushima, 770-8504, Japan
| | - Takahiro Hasegawa
- Department of Molecular Oral Physiology, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15 Kuramoto, Tokushima, 770-8504, Japan
| | - Tetsuya Akamatsu
- Field of Food Science & Technology, Graduate School of Technology, Industrial & Social Sciences, Tokushima University Graduate School, 2-1, Minami-josanjima-cho, Tokushima, 770-8513, Japan
| | - Hiroshi Yoshimura
- Department of Molecular Oral Physiology, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15 Kuramoto, Tokushima, 770-8504, Japan.
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4
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Lucifora C, Grasso GM, Nitsche MA, D'Italia G, Sortino M, Salehinejad MA, Falzone A, Avenanti A, Vicario CM. Enhanced fear acquisition in individuals with evening chronotype. A virtual reality fear conditioning/extinction study. J Affect Disord 2022; 311:344-352. [PMID: 35561887 DOI: 10.1016/j.jad.2022.05.033] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 04/09/2022] [Accepted: 05/05/2022] [Indexed: 11/18/2022]
Abstract
Circadian rhythms have received increasing attention within the context of mental disorders. Evening chronotype has been associated with enhanced risk to develop anxiety and post-traumatic stress disorder (PTSD). The classical fear conditioning paradigm is a powerful tool to reveal key mechanisms of anxiety and PTSD. We used this paradigm to study the neurocognitive basis of the association between chronotype and fear responses in healthy humans. 20 participants with evening chronotype and 20 controls (i.e., intermediate chronotype) completed a 2-day Pavlovian fear learning and extinction virtual reality task. Participants received fear conditioning, and extinction learning on day 1. Extinction memory recall was tested on day 2. To address interactions between chronotype and time of day of the fear conditioning, and extinction performance, half of the participants were tested in the morning, and the other half in the evening. Skin conductance response (SCR) and subjective fear ratings were measured as primary outcomes. Chronotype was established via the morningness-eveningness questionnaire (MEQ). We found an overall higher SCR for fear acquisition in participants with the evening chronotype profile, compared to controls. Moreover, the higher the MEQ scores -indicative of less eveningness - the lower the SCR was. No effects of chronotype were found for extinction and extinction recall. The higher vulnerability of the evening chronotype for anxiety and related disorders may thus be explained by enhanced fear acquisition of this group.
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Affiliation(s)
- Chiara Lucifora
- Dipartimento di Scienze Cognitive, Psicologiche, Pedagogiche e Degli Studi Culturali, Università Degli Studi di Messina, 98121 Messina, Italy
| | - Giorgio M Grasso
- Dipartimento di Scienze Cognitive, Psicologiche, Pedagogiche e Degli Studi Culturali, Università Degli Studi di Messina, 98121 Messina, Italy
| | - Michael A Nitsche
- Department of Psychology and Neurosciences, Leibniz Research Center for Working Environment and Human Factors, Ardeystr. 67, 44139 Dortmund, Germany
| | - Giovanni D'Italia
- Dipartimento di Scienze Cognitive, Psicologiche, Pedagogiche e Degli Studi Culturali, Università Degli Studi di Messina, 98121 Messina, Italy
| | - Mauro Sortino
- Dipartimento di Scienze Cognitive, Psicologiche, Pedagogiche e Degli Studi Culturali, Università Degli Studi di Messina, 98121 Messina, Italy
| | - Mohammad A Salehinejad
- Department of Psychology and Neurosciences, Leibniz Research Center for Working Environment and Human Factors, Ardeystr. 67, 44139 Dortmund, Germany
| | - Alessandra Falzone
- Dipartimento di Scienze Cognitive, Psicologiche, Pedagogiche e Degli Studi Culturali, Università Degli Studi di Messina, 98121 Messina, Italy
| | - Alessio Avenanti
- Centro Studi e Ricerche in Neuroscienze Cognitive, Dipartimento di Psicologia, Alma Mater Studiorum - Università di Bologna, Campus di Cesena, 47521 Cesena, Italy; Centro de Investigación en Neuropsicología y Neurociencias Cognitivas, Universidad Católica Del Maule, 346000 Talca, Chile
| | - Carmelo M Vicario
- Dipartimento di Scienze Cognitive, Psicologiche, Pedagogiche e Degli Studi Culturali, Università Degli Studi di Messina, 98121 Messina, Italy.
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5
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Alexandra Kredlow M, Fenster RJ, Laurent ES, Ressler KJ, Phelps EA. Prefrontal cortex, amygdala, and threat processing: implications for PTSD. Neuropsychopharmacology 2022; 47:247-259. [PMID: 34545196 PMCID: PMC8617299 DOI: 10.1038/s41386-021-01155-7] [Citation(s) in RCA: 96] [Impact Index Per Article: 48.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 08/03/2021] [Accepted: 08/06/2021] [Indexed: 02/08/2023]
Abstract
Posttraumatic stress disorder can be viewed as a disorder of fear dysregulation. An abundance of research suggests that the prefrontal cortex is central to fear processing-that is, how fears are acquired and strategies to regulate or diminish fear responses. The current review covers foundational research on threat or fear acquisition and extinction in nonhuman animals, healthy humans, and patients with posttraumatic stress disorder, through the lens of the involvement of the prefrontal cortex in these processes. Research harnessing advances in technology to further probe the role of the prefrontal cortex in these processes, such as the use of optogenetics in rodents and brain stimulation in humans, will be highlighted, as well other fear regulation approaches that are relevant to the treatment of posttraumatic stress disorder and involve the prefrontal cortex, namely cognitive regulation and avoidance/active coping. Despite the large body of translational research, many questions remain unanswered and posttraumatic stress disorder remains difficult to treat. We conclude by outlining future research directions related to the role of the prefrontal cortex in fear processing and implications for the treatment of posttraumatic stress disorder.
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Affiliation(s)
- M. Alexandra Kredlow
- grid.38142.3c000000041936754XDepartment of Psychology, Harvard University, Cambridge, MA USA
| | - Robert J. Fenster
- grid.38142.3c000000041936754XDivision of Depression and Anxiety, McLean Hospital; Department of Psychiatry, Harvard Medical School, Cambridge, MA USA
| | - Emma S. Laurent
- grid.38142.3c000000041936754XDepartment of Psychology, Harvard University, Cambridge, MA USA
| | - Kerry J. Ressler
- grid.38142.3c000000041936754XDivision of Depression and Anxiety, McLean Hospital; Department of Psychiatry, Harvard Medical School, Cambridge, MA USA
| | - Elizabeth A. Phelps
- grid.38142.3c000000041936754XDepartment of Psychology, Harvard University, Cambridge, MA USA
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6
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Vinberg K, Rosén J, Kastrati G, Ahs F. Whole brain correlates of individual differences in skin conductance responses during discriminative fear conditioning to social cues. eLife 2022; 11:69686. [PMID: 36413209 PMCID: PMC9721615 DOI: 10.7554/elife.69686] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 11/21/2022] [Indexed: 11/23/2022] Open
Abstract
Understanding the neural basis for individual differences in the skin conductance response (SCR) during discriminative fear conditioning may inform on our understanding of autonomic regulation in fear-related psychopathology. Previous region-of-interest (ROI) analyses have implicated the amygdala in regulating conditioned SCR, but whole brain analyses are lacking. This study examined correlations between individual differences in SCR during discriminative fear conditioning to social stimuli and neural activity throughout the brain, by using data from a large functional magnetic resonance imaging study of twins (N = 285 individuals). Results show that conditioned SCR correlates with activity in the dorsal anterior cingulate cortex/anterior midcingulate cortex, anterior insula, bilateral temporoparietal junction, right frontal operculum, bilateral dorsal premotor cortex, right superior parietal lobe, and midbrain. A ROI analysis additionally showed a positive correlation between amygdala activity and conditioned SCR in line with previous reports. We suggest that the observed whole brain correlates of SCR belong to a large-scale midcingulo-insular network related to salience detection and autonomic-interoceptive processing. Altered activity within this network may underlie individual differences in conditioned SCR and autonomic aspects of psychopathology.
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Affiliation(s)
- Kevin Vinberg
- Department of Psychology and Social Work, Mid Sweden UniversityÖstersundSweden
| | - Jörgen Rosén
- Department of Psychology and Social Work, Mid Sweden UniversityÖstersundSweden,Department of Psychology, Uppsala UniversityUppsalaSweden
| | - Granit Kastrati
- Department of Psychology and Social Work, Mid Sweden UniversityÖstersundSweden,Department of Clinical Neuroscience, Karolinska InstitutetStockholmSweden
| | - Fredrik Ahs
- Department of Psychology and Social Work, Mid Sweden UniversityÖstersundSweden
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7
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Savage HS, Davey CG, Wager TD, Garfinkel SN, Moffat BA, Glarin RK, Harrison BJ. Neural mediators of subjective and autonomic responding during threat learning and regulation. Neuroimage 2021; 245:118643. [PMID: 34699966 PMCID: PMC9533324 DOI: 10.1016/j.neuroimage.2021.118643] [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: 07/15/2021] [Revised: 10/07/2021] [Accepted: 10/08/2021] [Indexed: 11/05/2022] Open
Abstract
Threat learning elicits robust changes across multiple affective domains, including changes in autonomic indices and subjective reports of fear and anxiety. It has been argued that the underlying causes of such changes may be dissociable at a neural level, but there is currently limited evidence to support this notion. To address this, we examined the neural mediators of trial-by-trial skin conductance responses (SCR), and subjective reports of anxious arousal and valence in participants (n = 27; 17 females) performing a threat reversal task during ultra-high field functional magnetic resonance imaging. This allowed us to identify brain mediators during initial threat learning and subsequent threat reversal. Significant neural mediators of anxious arousal during threat learning included the dorsal anterior cingulate, anterior insula cortex (AIC), and ventromedial prefrontal cortex (vmPFC), subcortical regions including the amygdala, ventral striatum, caudate and putamen, and brain-stem regions including the pons and midbrain. By comparison, autonomic changes (SCR) were mediated by a subset of regions embedded within this broader circuitry that included the caudate, putamen and thalamus, and two distinct clusters within the vmPFC. The neural mediators of subjective negative valence showed prominent effects in posterior cortical regions and, with the exception of the AIC, did not overlap with threat learning task effects. During threat reversal, positive mediators of both subjective anxious arousal and valence mapped to the default mode network; this included the vmPFC, posterior cingulate, temporoparietal junction, and angular gyrus. Decreased SCR during threat reversal was positively mediated by regions including the mid cingulate, AIC, two sub-regions of vmPFC, the thalamus, and the hippocampus. Our findings add novel evidence to support distinct underlying neural processes facilitating autonomic and subjective responding during threat learning and threat reversal. The results suggest that the brain systems engaged in threat learning mostly capture the subjective (anxious arousal) nature of the learning process, and that appropriate responding during threat reversal is facilitated by participants engaging self- and valence-based processes. Autonomic changes (SCR) appear to involve distinct facilitatory and regulatory contributions of vmPFC sub-regions.
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Affiliation(s)
- Hannah S Savage
- Melbourne Neuropsychiatry Centre, Department of Psychiatry, The University of Melbourne and Melbourne Health, Melbourne, Victoria 3053 Australia.
| | - Christopher G Davey
- Department of Psychiatry, The University of Melbourne, Melbourne, Victoria 3053 Australia
| | - Tor D Wager
- Department of Brain and Psychological Sciences, Dartmouth College, Hanover, NH 03755 United States
| | - Sarah N Garfinkel
- Institute of Cognitive Neuroscience, University College London, London WC1N 3AZ United Kingdom
| | - Bradford A Moffat
- Melbourne Biomedical Centre Imaging Unit, Department of Radiology, The University of Melbourne, Victoria 3010, Australia
| | - Rebecca K Glarin
- Melbourne Biomedical Centre Imaging Unit, Department of Radiology, The University of Melbourne, Victoria 3010, Australia
| | - Ben J Harrison
- Melbourne Neuropsychiatry Centre, Department of Psychiatry, The University of Melbourne and Melbourne Health, Melbourne, Victoria 3053 Australia.
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8
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Abstract
Initial evaluation structures (IESs) currently proposed as the earliest detectors of affective stimuli (e.g., amygdala, orbitofrontal cortex, or insula) are high-order structures (a) whose response latency cannot account for the first visual cortex emotion-related response (~80 ms), and (b) lack the necessary infrastructure to locally analyze the visual features that define emotional stimuli. Several thalamic structures accomplish both criteria. The lateral geniculate nucleus (LGN), a first-order thalamic nucleus that actively processes visual information, with the complement of the thalamic reticular nucleus (TRN) are proposed as core IESs. This LGN–TRN tandem could be supported by the pulvinar, a second-order thalamic structure, and by other extrathalamic nuclei. The visual thalamus, scarcely explored in affective neurosciences, seems crucial in early emotional evaluation.
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Affiliation(s)
- Luis Carretié
- Facultad de Psicología, Universidad Autónoma de Madrid, Spain
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9
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Fear extinction learning and anandamide: an fMRI study in healthy humans. Transl Psychiatry 2021; 11:161. [PMID: 33723207 PMCID: PMC7961038 DOI: 10.1038/s41398-020-01177-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 12/04/2020] [Accepted: 12/10/2020] [Indexed: 11/23/2022] Open
Abstract
Anxiety- and trauma-related disorders are severe illnesses with high prevalence. Current treatment options leave room for improvement and the endocannabinoid system (ECS) has become a key target in psychopharmacological research. Rodent models suggest an anxiolytic effect of endocannabinoids and demonstrated that the ECS is involved in the modulation of fear learning and aversive memory consolidation. So far, one prominent target was inhibition of fatty acid amino hydrolase (FAAH), the degrading enzyme of the endocannabinoid anandamide (AEA). Research in humans remains scarce, but genetic studies have found that the single-nucleotide polymorphism (SNP) FAAH C385A (rs324420) is associated with lower catabolic performance of FAAH and increased levels of AEA. Translational research on the ECS in fear learning processes is rare, yet crucial to understand the mechanisms involved. To address this lack of research, we designed a fear conditioning, extinction learning paradigm with 51 healthy, male humans who underwent functional magnetic resonance imaging (fMRI) before analysing baseline and task-related changes of AEA, as well as the FAAH polymorphism (rs324420). The results indicate higher AEA levels in AC-heterozygotes than in CC-individuals (SNP rs324420), but no difference between the groups during extinction learning. However, neural activation of the anterior cingulate cortex and anterior insular cortex during extinction learning correlated positively with AEA baseline levels, and task-related changes in AEA were found particularly during fear extinction, with a modulatory effect on neural activation related to extinction learning. Results indicate a putative role for AEA in fear extinction learning. Pre-treatment with AEA-enhancing drugs could promote extinction learning during psychotherapeutic interventions.
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10
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Acute stress leaves fear generalization in healthy individuals intact. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2021; 21:372-389. [PMID: 33629258 PMCID: PMC8121734 DOI: 10.3758/s13415-021-00874-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 02/01/2021] [Indexed: 11/24/2022]
Abstract
Because threatening situations often occur in a similar manner, the generalization of fear to similar situations is adaptive and can avoid harm to the organism. However, the overgeneralization of fear to harmless stimuli is maladaptive and assumed to contribute to anxiety disorders. Thus, elucidating factors that may modulate fear (over)generalization is important. Based on the known effects of acute stress on learning, which are at least partly due to noradrenergic arousal, we investigated whether stress may promote fear overgeneralization and whether we could counteract this effect by reducing noradrenergic arousal. In a placebo-controlled, double-blind, between-subjects design, 120 healthy participants underwent a fear-conditioning procedure on Day 1. Approximately 24 hours later, participants received orally either a placebo or the beta-adrenergic receptor antagonist propranolol and were exposed to a stress or control manipulation before they completed a test of fear generalization. Skin conductance responses as well as explicit rating data showed a successful acquisition of conditioned fear on Day 1 and a pronounced fear generalization 24 hours later. Although physiological data confirmed the successful stress manipulation and reduction of noradrenergic arousal, the extent of fear generalization remained unaffected by stress and propranolol. The absence of a stress effect on fear generalization was confirmed by a second study and a Bayesian analysis across both data sets. Our findings suggest that acute stress leaves fear generalization processes intact, at least in a sample of healthy, young individuals.
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11
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Unconditioned response to an aversive stimulus as predictor of response to conditioned fear and safety: A cross-species study. Behav Brain Res 2021; 402:113105. [PMID: 33417995 DOI: 10.1016/j.bbr.2020.113105] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 11/23/2020] [Accepted: 12/23/2020] [Indexed: 12/12/2022]
Abstract
Safety signals predict the non-occurrence of an aversive event, thereby inhibiting fear responses. Previous research has shown that conditioned safety learning is impaired in patients suffering from post-traumatic stress disorder (PTSD). Using a translational approach, the present study aimed to investigate whether individual responses to an aversive unconditioned stimulus (US) in rats (basic science), non-traumatized (pre-clinical) or traumatized humans (clinical) predicts their response to a conditioned fear or safety stimulus. Using three different archival datasets, the unconditioned response (UCR) to the US during fear or safety conditioning was assessed in rats, non-traumatized humans, and trauma-exposed humans. The response to learned fear (CS+; context) and safety (CS-) was measured by the modulation of the startle response (rats, traumatized humans) or skin conductance response (non-traumatized humans). Our results showed that all groups with low UCR and those with high UCR from the rodent or non-traumatized human samples displayed lower fear response to the CS- than to the CS+ . Traumatized humans with high UCR showed similarly high responses to the CS+ and CS-. While all groups showed a positive association between the UCR and CS+ response, the UCR correlated positively with the CS- response in traumatized humans only. Our findings suggest that an elevated response to aversive stimuli predicts deficits in conditioned safety memory in those at risk for trauma-related disorders and confirms that impaired safety learning could be a valid biomarker for these diseases.
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12
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Dalile B, Vervliet B, Bergonzelli G, Verbeke K, Van Oudenhove L. Colon-delivered short-chain fatty acids attenuate the cortisol response to psychosocial stress in healthy men: a randomized, placebo-controlled trial. Neuropsychopharmacology 2020; 45:2257-2266. [PMID: 32521538 PMCID: PMC7784980 DOI: 10.1038/s41386-020-0732-x] [Citation(s) in RCA: 84] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 05/08/2020] [Accepted: 06/01/2020] [Indexed: 12/24/2022]
Abstract
Short-chain fatty acids (SCFAs) are products of microbial fermentation of dietary fiber in the colon and may mediate microbiota-gut-brain communication. However, their role in modulating psychobiological processes that underlie the development of stress- and anxiety-related disorders is not mechanistically studied in humans. In this triple-blind, randomized, placebo-controlled intervention trial, we examine in a parallel group design the effects of 1-week colonic SCFA-mixture delivery in doses equivalent to fermentation of 10 g or 20 g of arabinoxylan oligosaccharides on responses to psychosocial stress and fear tasks in 66 healthy men. We demonstrate that low and high doses of SCFAs significantly attenuate the cortisol response to psychosocial stress compared to placebo. Both doses of SCFAs increase serum SCFA levels and this increase in circulating SCFAs co-varies significantly with the attenuation of the cortisol response to psychosocial stress. Colonic SCFA delivery does not modulate fecal SCFA concentrations, serum brain-derived neurotrophic factor, cortisol awakening response, fear learning and extinction, or subjective mood ratings. These results demonstrate that colon-delivered SCFAs modulate hypothalamic-pituitary-adrenal axis reactivity to psychosocial stress, thereby supporting their hypothesized role in microbiota-gut-brain communication.
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Affiliation(s)
- Boushra Dalile
- grid.5596.f0000 0001 0668 7884Translational Research Center in Gastrointestinal Disorders (TARGID), Department of Chronic Diseases, Metabolism, and Ageing, Faculty of Medicine, KU Leuven, Leuven, Belgium
| | - Bram Vervliet
- grid.5596.f0000 0001 0668 7884Laboratory of Biological Psychology, Brain & Cognition, Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
| | - Gabriela Bergonzelli
- grid.419905.00000 0001 0066 4948Department of Gastrointestinal Health, Nestlé Research, Société des Produits Nestlé S.A., Lausanne, Switzerland
| | - Kristin Verbeke
- grid.5596.f0000 0001 0668 7884Translational Research Center in Gastrointestinal Disorders (TARGID), Department of Chronic Diseases, Metabolism, and Ageing, Faculty of Medicine, KU Leuven, Leuven, Belgium
| | - Lukas Van Oudenhove
- Translational Research Center in Gastrointestinal Disorders (TARGID), Department of Chronic Diseases, Metabolism, and Ageing, Faculty of Medicine, KU Leuven, Leuven, Belgium.
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13
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Biggs EE, Timmers I, Meulders A, Vlaeyen JW, Goebel R, Kaas AL. The neural correlates of pain-related fear: A meta-analysis comparing fear conditioning studies using painful and non-painful stimuli. Neurosci Biobehav Rev 2020; 119:52-65. [DOI: 10.1016/j.neubiorev.2020.09.016] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Revised: 08/18/2020] [Accepted: 09/07/2020] [Indexed: 01/24/2023]
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14
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Sjouwerman R, Scharfenort R, Lonsdorf TB. Individual differences in fear acquisition: multivariate analyses of different emotional negativity scales, physiological responding, subjective measures, and neural activation. Sci Rep 2020; 10:15283. [PMID: 32943701 PMCID: PMC7498611 DOI: 10.1038/s41598-020-72007-5] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 08/20/2020] [Indexed: 01/13/2023] Open
Abstract
Negative emotionality is a well-established and stable risk factor for affective disorders. Individual differences in negative emotionality have been linked to associative learning processes which can be captured experimentally by computing CS-discrimination values in fear conditioning paradigms. Literature suffers from underpowered samples, suboptimal methods, and an isolated focus on single questionnaires and single outcome measures. First, the specific and shared variance across three commonly employed questionnaires [STAI-T, NEO-FFI-Neuroticism, Intolerance of Uncertainty (IU) Scale] in relation to CS-discrimination during fear-acquisition in multiple analysis units (ratings, skin conductance, startle) is addressed (NStudy1 = 356). A specific significant negative association between STAI-T and CS-discrimination in SCRs and between IU and CS-discrimination in startle responding was identified in multimodal and dimensional analyses, but also between latent factors negative emotionality and fear learning, which capture shared variance across questionnaires/scales and across outcome measures. Second, STAI-T was positively associated with CS-discrimination in a number of brain areas linked to conditioned fear (amygdala, putamen, thalamus), but not to SCRs or ratings (NStudy2 = 113). Importantly, we replicate potential sampling biases between fMRI and behavioral studies regarding anxiety levels. Future studies are needed to target wide sampling distributions for STAI-T and verify whether current findings are generalizable to other samples.
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Affiliation(s)
- Rachel Sjouwerman
- Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, 20246, Hamburg, Germany
| | - Robert Scharfenort
- Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, 20246, Hamburg, Germany
| | - Tina B Lonsdorf
- Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, 20246, Hamburg, Germany.
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15
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Measuring learning in human classical threat conditioning: Translational, cognitive and methodological considerations. Neurosci Biobehav Rev 2020; 114:96-112. [DOI: 10.1016/j.neubiorev.2020.04.019] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Revised: 04/15/2020] [Accepted: 04/18/2020] [Indexed: 02/06/2023]
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16
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The Sensitivity to Threat and Affiliative Reward (STAR) model and the development of callous-unemotional traits. Neurosci Biobehav Rev 2019; 107:656-671. [PMID: 31618611 DOI: 10.1016/j.neubiorev.2019.10.005] [Citation(s) in RCA: 69] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Revised: 10/07/2019] [Accepted: 10/08/2019] [Indexed: 12/20/2022]
Abstract
Research implicates callous-unemotional (CU) traits (i.e., lack of empathy, prosociality, and guilt, and reduced sensitivity to others' emotions) in the development of severe and persistent antisocial behavior. To improve etiological models of antisocial behavior and develop more effective treatments, we need a better understanding of the origins of CU traits. In this review, we discuss the role of two psychobiological and mechanistic precursors to CU traits: low affiliative reward (i.e., deficits in seeking out or getting pleasure from social bonding and closeness with others) and low threat sensitivity (i.e., fearlessness to social and non-social threat). We outline the Sensitivity to Threat and Affiliative Reward (STAR) model and review studies that have examined the development of affiliative reward and threat sensitivity across animal, neuroimaging, genetic, and behavioral perspectives. We next evaluate evidence for the STAR model, specifically the claim that CU traits result from deficits in both affiliative reward and threat sensitivity. We end with constructive suggestions for future research to test the hypotheses generated by the STAR model.
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17
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Marin M, Barbey F, Rosenbaum BL, Hammoud MZ, Orr SP, Milad MR. Absence of conditioned responding in humans: A bad measure or individual differences? Psychophysiology 2019; 57:e13350. [DOI: 10.1111/psyp.13350] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Revised: 11/13/2018] [Accepted: 01/21/2019] [Indexed: 01/06/2023]
Affiliation(s)
- Marie‐France Marin
- Department of Psychology Université du Québec à Montréal, Research Center of the Montreal Mental Health University Institute Montreal Quebec
| | | | | | - Mira Z. Hammoud
- Department of Psychiatry University of Illinois at Chicago Chicago Illinois
| | - Scott P. Orr
- Department of Psychiatry Massachusetts General Hospital, Harvard Medical School Boston Massachusetts
| | - Mohammed R. Milad
- Department of Psychiatry University of Illinois at Chicago Chicago Illinois
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18
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Using optimal combined moderators to define heterogeneity in neural responses to randomized conditions: Application to the effect of sleep loss on fear learning. Neuroimage 2018; 181:718-727. [PMID: 30041060 DOI: 10.1016/j.neuroimage.2018.07.051] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2017] [Revised: 07/18/2018] [Accepted: 07/21/2018] [Indexed: 12/24/2022] Open
Abstract
Comparing the neural outcomes of two randomized experimental groups is a primary aim of many functional neuroimaging studies. However, between-group effects can be obscured by heterogeneity in neural responses. Optimal Combined Moderator (OCM) approaches have previously been used to clarify heterogeneity in clinical outcomes following treatment randomization. We show that OCMs can also be used to clarify heterogeneity in the effect of a randomized experimental condition on neural responses. In 78 healthy adults aged 18-30 from the Effects of Dose-Dependent Sleep Disruption on Fear and Reward (SFeRe) study, we used demographic, clinical, genetic, and polysomnographic characteristics to develop OCMs for the effect of a randomized sleep restriction (SR) versus normal sleep (NS) condition on blood-oxygen-level dependent responses in the right amygdala (RAmyg) and subgenual anterior cingulate cortex (sgACC) during fear conditioning (FC) and extinction (FE) paradigms. The OCM for the RAmyg during FE was strongest [r (95% CI) = 0.52 (0.42, 0.68)], withstood cross-validation, and divided the sample into two subgroups with opposing experimental effects. Among N = 48 participants ("SR < NS"), those with SR exhibited less RAmyg activation during FE than those with NS [d (95%CI) = -1.10 (-1.86, -0.77)]. Among the remaining N = 30 participants ("SR > NS"), those with SR exhibited greater RAmyg activation during FE following SR than those with NS [d (95%CI) = 0.87 (0.37,1.78)]. SR > NS participants were more likely to be female, white, l/l genotype carriers, and have a psychiatric history. They had less sleep (overall and in REM), lower REM density, and lower spindle activity (12-16 Hz). Applying OCMs to randomized studies with neural outcomes can clarify neural heterogeneity and jumpstart mechanistic research; with further validation they also offer promise for personalized brain-based treatments and interventions.
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19
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Seghier ML, Price CJ. Interpreting and Utilising Intersubject Variability in Brain Function. Trends Cogn Sci 2018; 22:517-530. [PMID: 29609894 PMCID: PMC5962820 DOI: 10.1016/j.tics.2018.03.003] [Citation(s) in RCA: 143] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Revised: 01/30/2018] [Accepted: 03/07/2018] [Indexed: 11/30/2022]
Abstract
We consider between-subject variance in brain function as data rather than noise. We describe variability as a natural output of a noisy plastic system (the brain) where each subject embodies a particular parameterisation of that system. In this context, variability becomes an opportunity to: (i) better characterise typical versus atypical brain functions; (ii) reveal the different cognitive strategies and processing networks that can sustain similar tasks; and (iii) predict recovery capacity after brain damage by taking into account both damaged and spared processing pathways. This has many ramifications for understanding individual learning preferences and explaining the wide differences in human abilities and disabilities. Understanding variability boosts the translational potential of neuroimaging findings, in particular in clinical and educational neuroscience.
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Affiliation(s)
- Mohamed L Seghier
- Cognitive Neuroimaging Unit, Emirates College for Advanced Education, PO Box 126662, Abu Dhabi, United Arab Emirates.
| | - Cathy J Price
- Wellcome Centre for Human Neuroimaging, University College London, Institute of Neurology, WC1N 3BG, London, UK.
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20
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MacNamara A, Rabinak CA, Kennedy AE, Phan KL. Convergence of fMRI and ERP measures of emotional face processing in combat-exposed U. S. military veterans. Psychophysiology 2017; 55. [PMID: 28881021 DOI: 10.1111/psyp.12988] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2016] [Revised: 06/21/2017] [Accepted: 08/04/2017] [Indexed: 01/14/2023]
Abstract
The late positive potential (LPP) and fMRI blood-oxygen-level dependent (BOLD) activity can provide complementary measures of the processing of affective and social stimuli. Separate lines of research using these measures have often employed the same stimuli, paradigms, and samples; however, there remains relatively little understanding of the way in which individual differences in one of these measures relates to the other, and all prior research has been conducted in psychiatrically healthy samples and using emotional scenes (not faces). Here, 32 combat-exposed U. S. military veterans with varying levels of posttraumatic stress symptomatology viewed affective social stimuli (angry, fearful, and happy faces) and geometric shapes during separate EEG and fMRI BOLD recordings. Temporospatial principal component analysis was used to quantify the face-elicited LPP in a data-driven manner, prior to conducting whole-brain correlations between resulting positivities and fMRI BOLD elicited by faces. Participants with larger positivities to fearful faces (> shapes) showed increased activation in the amygdala; larger positivities to angry and happy faces (> shapes) were associated with increased BOLD activation in the posterior fusiform gyrus and inferior temporal gyrus, respectively. Across all face types, larger positivities were associated with increased activation in the fusiform "face" area. Correlations using mean area amplitude LPPs showed an association with increased activation in the anterior insula for angry faces (> shapes). LPP-BOLD associations were not moderated by PTSD. Findings provide the first evidence of correspondence between face-elicited LPP and BOLD activation across a range of (normal to disordered) psychiatric health.
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Affiliation(s)
- Annmarie MacNamara
- Department of Psychology, Texas A&M University, College Station, Texas, USA
| | - Christine A Rabinak
- Departments of Pharmacy Practice and Psychiatry & Behavioral Neurosciences, Wayne State University, Detroit, Michigan, USA
| | - Amy E Kennedy
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA.,Mental Health Service Line, Jesse Brown VA Medical Center, Chicago, Illinois, USA
| | - K Luan Phan
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA.,Mental Health Service Line, Jesse Brown VA Medical Center, Chicago, Illinois, USA.,Department of Psychology, University of Illinois at Chicago, Chicago, Illinois, USA.,Department of Anatomy and Cell Biology and the Graduate Program in Neuroscience, University of Illinois at Chicago, Chicago, Illinois, USA
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21
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More than just noise: Inter-individual differences in fear acquisition, extinction and return of fear in humans - Biological, experiential, temperamental factors, and methodological pitfalls. Neurosci Biobehav Rev 2017; 80:703-728. [DOI: 10.1016/j.neubiorev.2017.07.007] [Citation(s) in RCA: 138] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Revised: 06/12/2017] [Accepted: 07/20/2017] [Indexed: 01/07/2023]
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22
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Xia Y, Zhuang K, Sun J, Chen Q, Wei D, Yang W, Qiu J. Emotion-related brain structures associated with trait creativity in middle children. Neurosci Lett 2017; 658:182-188. [PMID: 28780167 DOI: 10.1016/j.neulet.2017.08.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2016] [Revised: 07/27/2017] [Accepted: 08/01/2017] [Indexed: 12/19/2022]
Abstract
Middle childhood is an important period for individual trait shaping, during which children are likely to generate and own their distinct neuromechanism of creative-related traits. This study used voxel-based morphometry (VBM) to identify the brain structures that underlie trait creativity (as measured by the Williams Creativity Aptitude Test) in a sample of typical developing children (aged 9-12, n=64). The results indicated that several emotion-related regions may relate to trait creativity in middle children. Specifically, the regional gray matter volume (rGMV) in the amygdala and hippocampus was negatively related to creative traits of challenge and risk-taking, which indicates that children with increased trait creativity may be more impulsive when they engage in creative activities. An increased rGMV in the orbitofrontal cortex (OFC) was related to an increased trait of imagination, which may be associated with stronger sensation-seeking in children. These findings are the first to demonstrate the brain structures that underlie trait creativity in middle children, and indicated that, driven by a relatively stronger effect of sensation-seeking (via recruitment of the OFC), children with increased trait creativity may exhibit more risk-taking and challenging behaviors (via recruitment of the amygdala and hippocampus) when they practice their creativity.
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Affiliation(s)
- Yunman Xia
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing, 400715, China; Faculty of Psychology, Southwest University, Chongqing, 400715, China
| | - Kaixiang Zhuang
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing, 400715, China; Faculty of Psychology, Southwest University, Chongqing, 400715, China
| | - Jiangzhou Sun
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing, 400715, China; Faculty of Psychology, Southwest University, Chongqing, 400715, China
| | - Qunlin Chen
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing, 400715, China; Faculty of Psychology, Southwest University, Chongqing, 400715, China
| | - Dongtao Wei
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing, 400715, China; Faculty of Psychology, Southwest University, Chongqing, 400715, China
| | - Wenjing Yang
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing, 400715, China; Faculty of Psychology, Southwest University, Chongqing, 400715, China
| | - Jiang Qiu
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing, 400715, China; Faculty of Psychology, Southwest University, Chongqing, 400715, China.
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23
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Alexandra Kredlow M, Pineles SL, Inslicht SS, Marin MF, Milad MR, Otto MW, Orr SP. Assessment of skin conductance in African American and Non-African American participants in studies of conditioned fear. Psychophysiology 2017; 54:1741-1754. [PMID: 28675471 DOI: 10.1111/psyp.12909] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Revised: 05/22/2017] [Accepted: 05/23/2017] [Indexed: 11/30/2022]
Abstract
Skin conductance (SC) is a psychophysiological measure of sympathetic nervous system activity that is commonly used in research to assess conditioned fear responses. A portion of individuals evidence very low or unmeasurable SC levels (SCL) and/or response (SCR) during fear conditioning, which precludes the use of their SC data. The reason that some individuals do not produce measurable SCL and/or SCR is not clear; some early research suggested that race may be an influencing factor. In the current article, archival data from five fear conditioning samples collected from four different laboratories were examined to explore SCL and SCR magnitude in African American (AA) and non-African American (non-AA) participants. Across studies, the aggregate group difference for exclusion due to unmeasurable SCL or no measurable SCR to an unconditioned stimulus reflected a significant medium effect size (d = 0.54). Furthermore, 24.3% (range: 0-48.3%) of AA participants met SC exclusion criteria versus 14.3% (range: 4.3-24.2%) of non-AA participants. AA participants also displayed significantly lower SCL during habituation (d = 0.58). The low SC levels and responses in AA individuals and the consequent exclusion of their contributions to fear conditioning study results impacts the generalizability of findings across races. Given higher rates of posttraumatic stress disorder (PTSD) and chronic anxiety in AA individuals, it is important that AA individuals not be excluded from fear conditioning research, which informs the treatment of anxiety and PTSD. Examination of the basis of very low SCL and/or SCR is a potentially informative direction for future research.
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Affiliation(s)
| | - Suzanne L Pineles
- National Center for PTSD, Women's Health Sciences Division at VA Boston Healthcare System, Boston, Massachusetts.,Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts
| | - Sabra S Inslicht
- San Francisco VA Medical Center, San Francisco, California.,Department of Psychiatry, University of California, San Francisco, San Francisco, California
| | - Marie-France Marin
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Mohammed R Milad
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Michael W Otto
- Psychological and Brain Sciences, Boston University, Boston, Massachusetts
| | - Scott P Orr
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
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24
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Levar N, van Leeuwen JMC, Puts NAJ, Denys D, van Wingen GA. GABA Concentrations in the Anterior Cingulate Cortex Are Associated with Fear Network Function and Fear Recovery in Humans. Front Hum Neurosci 2017; 11:202. [PMID: 28496404 PMCID: PMC5406467 DOI: 10.3389/fnhum.2017.00202] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Accepted: 04/07/2017] [Indexed: 12/03/2022] Open
Abstract
Relapse of fear after successful treatment is a common phenomenon in patients with anxiety disorders. Animal research suggests that the inhibitory neurotransmitter γ-aminobutyric acid (GABA) plays a key role in the maintenance of extinguished fear. Here, we combined magnetic resonance spectroscopy and functional magnetic resonance imaging to investigate the role of GABA in fear recovery in 70 healthy male participants. We associated baseline GABA levels in the dorsal anterior cingulate cortex (dACC) to indices of fear recovery as defined by changes in skin conductance responses (SCRs), blood oxygen level dependent responses, and functional connectivity from fear extinction to fear retrieval. The results showed that high GABA levels were associated with increased SCRs, enhanced activation of the right amygdala, and reduced amygdala-ventromedial prefrontal cortex connectivity during fear recovery. Follow-up analyses exclusively for the extinction phase showed that high GABA levels were associated with reduced amygdala activation and enhanced amygdala-ventromedial prefrontal cortex connectivity, despite the absence of correlations between GABA and physiological responses. Follow-up analyses for the retrieval phase did not show any significant associations with GABA. Together, the association between GABA and increases in SCRs from extinction to retrieval, without associations during both phases separately, suggests that dACC GABA primarily inhibits the consolidation of fear extinction. In addition, the opposite effects of GABA on amygdala activity and connectivity during fear extinction compared to fear recovery suggest that dACC GABA may initially facilitate extinction learning.
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Affiliation(s)
- Nina Levar
- Department of Psychiatry, Academic Medical CenterAmsterdam, Netherlands.,Brain Imaging Center, Academic Medical CenterAmsterdam, Netherlands.,Amsterdam Brain and Cognition, University of AmsterdamAmsterdam, Netherlands.,Spinoza Center for NeuroimagingAmsterdam, Netherlands
| | - Judith M C van Leeuwen
- Department of Psychiatry, Academic Medical CenterAmsterdam, Netherlands.,Department of Psychiatry, University Medical Center UtrechtUtrecht, Netherlands
| | - Nicolaas A J Puts
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins UniversityBaltimore, MD, USA.,FM Kirby Center for Functional Brain Imaging, Kennedy Krieger InstituteBaltimore, MD, USA
| | - Damiaan Denys
- Department of Psychiatry, Academic Medical CenterAmsterdam, Netherlands.,Brain Imaging Center, Academic Medical CenterAmsterdam, Netherlands.,Amsterdam Brain and Cognition, University of AmsterdamAmsterdam, Netherlands.,Spinoza Center for NeuroimagingAmsterdam, Netherlands
| | - Guido A van Wingen
- Department of Psychiatry, Academic Medical CenterAmsterdam, Netherlands.,Brain Imaging Center, Academic Medical CenterAmsterdam, Netherlands.,Amsterdam Brain and Cognition, University of AmsterdamAmsterdam, Netherlands.,Spinoza Center for NeuroimagingAmsterdam, Netherlands
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25
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Yoon S, Kim JE, Kim GH, Kang HJ, Kim BR, Jeon S, Im JJ, Hyun H, Moon S, Lim SM, Lyoo IK. Subregional Shape Alterations in the Amygdala in Patients with Panic Disorder. PLoS One 2016; 11:e0157856. [PMID: 27336300 PMCID: PMC4919046 DOI: 10.1371/journal.pone.0157856] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2016] [Accepted: 06/06/2016] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND The amygdala has been known to play a pivotal role in mediating fear-related responses including panic attacks. Given the functionally distinct role of the amygdalar subregions, morphometric measurements of the amygdala may point to the pathophysiological mechanisms underlying panic disorder. The current study aimed to determine the global and local morphometric alterations of the amygdala related to panic disorder. METHODS Volumetric and surface-based morphometric approach to high-resolution three-dimensional T1-weighted images was used to examine the structural variations of the amygdala, with respect to extent and location, in 23 patients with panic disorder and 31 matched healthy individuals. RESULTS There were no significant differences in bilateral amygdalar volumes between patients with panic disorder and healthy individuals despite a trend-level right amygdalar volume reduction related to panic disorder (right, β = -0.23, p = 0.09, Cohen's d = 0.51; left, β = -0.18, p = 0.19, Cohen's d = 0.45). Amygdalar subregions were localized into three groups including the superficial, centromedial, and laterobasal groups based on the cytoarchitectonically defined probability map. Surface-based morphometric analysis revealed shape alterations in the laterobasal and centromedial groups of the right amygdala in patients with panic disorder (false discovery rate corrected p < 0.05). CONCLUSIONS The current findings suggest that subregion-specific shape alterations in the right amygdala may be involved in the development and maintenance of panic disorder, which may be attributed to the cause or effects of amygdalar hyperactivation.
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Affiliation(s)
- Sujung Yoon
- Ewha Brain Institute, Ewha Womans University, Seoul, South Korea
- Department of Brain and Cognitive Sciences, Ewha Womans University, Seoul, South Korea
| | - Jieun E. Kim
- Ewha Brain Institute, Ewha Womans University, Seoul, South Korea
- Department of Brain and Cognitive Sciences, Ewha Womans University, Seoul, South Korea
| | - Geon Ha Kim
- Ewha Brain Institute, Ewha Womans University, Seoul, South Korea
- Department of Neurology, Ewha Womans University Mokdong Hospital, Ewha Womans University School of Medicine, Seoul, South Korea
| | - Hee Jin Kang
- Ewha Brain Institute, Ewha Womans University, Seoul, South Korea
- Department of Brain and Cognitive Sciences, Ewha Womans University, Seoul, South Korea
| | - Bori R. Kim
- Ewha Brain Institute, Ewha Womans University, Seoul, South Korea
- Department of Brain and Cognitive Sciences, Ewha Womans University, Seoul, South Korea
| | - Saerom Jeon
- Ewha Brain Institute, Ewha Womans University, Seoul, South Korea
- Department of Brain and Cognitive Sciences, Ewha Womans University, Seoul, South Korea
| | - Jooyeon Jamie Im
- Ewha Brain Institute, Ewha Womans University, Seoul, South Korea
- Interdisciplinary Program in Neuroscience, College of Natural Sciences, Seoul National University, Seoul, South Korea
| | - Heejung Hyun
- Ewha Brain Institute, Ewha Womans University, Seoul, South Korea
- Department of Brain and Cognitive Sciences, Ewha Womans University, Seoul, South Korea
| | - Sohyeon Moon
- Ewha Brain Institute, Ewha Womans University, Seoul, South Korea
- College of Pharmacy, Graduate School of Pharmaceutical Sciences, Ewha Womans University, Seoul, South Korea
| | - Soo Mee Lim
- Department of Radiology, Ewha Womans University College of Medicine, Seoul, South Korea
| | - In Kyoon Lyoo
- Ewha Brain Institute, Ewha Womans University, Seoul, South Korea
- Department of Brain and Cognitive Sciences, Ewha Womans University, Seoul, South Korea
- College of Pharmacy, Graduate School of Pharmaceutical Sciences, Ewha Womans University, Seoul, South Korea
- * E-mail:
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Modi ME, Majchrzak MJ, Fonseca KR, Doran A, Osgood S, Vanase-Frawley M, Feyfant E, McInnes H, Darvari R, Buhl DL, Kablaoui NM. Peripheral Administration of a Long-Acting Peptide Oxytocin Receptor Agonist Inhibits Fear-Induced Freezing. J Pharmacol Exp Ther 2016; 358:164-72. [PMID: 27217590 PMCID: PMC4959095 DOI: 10.1124/jpet.116.232702] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Accepted: 05/11/2016] [Indexed: 01/05/2023] Open
Abstract
Oxytocin (OT) modulates the expression of social and emotional behaviors and consequently has been proposed as a pharmacologic treatment of psychiatric diseases, including autism spectrum disorders and schizophrenia; however, endogenous OT has a short half-life in plasma and poor permeability across the blood-brain barrier. Recent efforts have focused on the development of novel drug delivery methods to enhance brain penetration, but few efforts have aimed at improving its half-life. To explore the behavioral efficacy of an OT analog with enhanced plasma stability, we developed PF-06655075 (PF1), a novel non–brain-penetrant OT receptor agonist with increased selectivity for the OT receptor and significantly increased pharmacokinetic stability. PF-06478939 was generated with only increased stability to disambiguate changes to selectivity versus stability. The efficacy of these compounds in evoking behavioral effects was tested in a conditioned fear paradigm. Both central and peripheral administration of PF1 inhibited freezing in response to a conditioned fear stimulus. Peripheral administration of PF1 resulted in a sustained level of plasma concentrations for greater than 20 hours but no detectable accumulation in brain tissue, suggesting that plasma or cerebrospinal fluid exposure was sufficient to evoke behavioral effects. Behavioral efficacy of peripherally administered OT receptor agonists on conditioned fear response opens the door to potential peripheral mechanisms in other behavioral paradigms, whether they are mediated by direct peripheral activation or feed-forward responses. Compound PF1 is freely available as a tool compound to further explore the role of peripheral OT in behavioral response.
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Affiliation(s)
- Meera E Modi
- Neuroscience and Pain Research Unit (M.E.M., M.J.M., D.L.B.), Department of Pharmacokinetics, Dynamics and Metabolism (K.R.F.), Global Biotherapeutics Technologies (E.F.), and Worldwide Medicinal Chemistry (N.M.K.), Worldwide Research and Development, Pfizer Inc., Cambridge, Massachusetts; Department of Pharmacokinetics, Dynamics and Metabolism, Worldwide Research and Development, Pfizer Inc., Groton, Connecticut (A.D., S.O., M.V.-F.); and Biotherapuetics Pharmaceutical Research and Development, Worldwide Research and Development, Pfizer Inc., Andover, Massachusetts (H.M., R.D.)
| | - Mark J Majchrzak
- Neuroscience and Pain Research Unit (M.E.M., M.J.M., D.L.B.), Department of Pharmacokinetics, Dynamics and Metabolism (K.R.F.), Global Biotherapeutics Technologies (E.F.), and Worldwide Medicinal Chemistry (N.M.K.), Worldwide Research and Development, Pfizer Inc., Cambridge, Massachusetts; Department of Pharmacokinetics, Dynamics and Metabolism, Worldwide Research and Development, Pfizer Inc., Groton, Connecticut (A.D., S.O., M.V.-F.); and Biotherapuetics Pharmaceutical Research and Development, Worldwide Research and Development, Pfizer Inc., Andover, Massachusetts (H.M., R.D.)
| | - Kari R Fonseca
- Neuroscience and Pain Research Unit (M.E.M., M.J.M., D.L.B.), Department of Pharmacokinetics, Dynamics and Metabolism (K.R.F.), Global Biotherapeutics Technologies (E.F.), and Worldwide Medicinal Chemistry (N.M.K.), Worldwide Research and Development, Pfizer Inc., Cambridge, Massachusetts; Department of Pharmacokinetics, Dynamics and Metabolism, Worldwide Research and Development, Pfizer Inc., Groton, Connecticut (A.D., S.O., M.V.-F.); and Biotherapuetics Pharmaceutical Research and Development, Worldwide Research and Development, Pfizer Inc., Andover, Massachusetts (H.M., R.D.)
| | - Angela Doran
- Neuroscience and Pain Research Unit (M.E.M., M.J.M., D.L.B.), Department of Pharmacokinetics, Dynamics and Metabolism (K.R.F.), Global Biotherapeutics Technologies (E.F.), and Worldwide Medicinal Chemistry (N.M.K.), Worldwide Research and Development, Pfizer Inc., Cambridge, Massachusetts; Department of Pharmacokinetics, Dynamics and Metabolism, Worldwide Research and Development, Pfizer Inc., Groton, Connecticut (A.D., S.O., M.V.-F.); and Biotherapuetics Pharmaceutical Research and Development, Worldwide Research and Development, Pfizer Inc., Andover, Massachusetts (H.M., R.D.)
| | - Sarah Osgood
- Neuroscience and Pain Research Unit (M.E.M., M.J.M., D.L.B.), Department of Pharmacokinetics, Dynamics and Metabolism (K.R.F.), Global Biotherapeutics Technologies (E.F.), and Worldwide Medicinal Chemistry (N.M.K.), Worldwide Research and Development, Pfizer Inc., Cambridge, Massachusetts; Department of Pharmacokinetics, Dynamics and Metabolism, Worldwide Research and Development, Pfizer Inc., Groton, Connecticut (A.D., S.O., M.V.-F.); and Biotherapuetics Pharmaceutical Research and Development, Worldwide Research and Development, Pfizer Inc., Andover, Massachusetts (H.M., R.D.)
| | - Michelle Vanase-Frawley
- Neuroscience and Pain Research Unit (M.E.M., M.J.M., D.L.B.), Department of Pharmacokinetics, Dynamics and Metabolism (K.R.F.), Global Biotherapeutics Technologies (E.F.), and Worldwide Medicinal Chemistry (N.M.K.), Worldwide Research and Development, Pfizer Inc., Cambridge, Massachusetts; Department of Pharmacokinetics, Dynamics and Metabolism, Worldwide Research and Development, Pfizer Inc., Groton, Connecticut (A.D., S.O., M.V.-F.); and Biotherapuetics Pharmaceutical Research and Development, Worldwide Research and Development, Pfizer Inc., Andover, Massachusetts (H.M., R.D.)
| | - Eric Feyfant
- Neuroscience and Pain Research Unit (M.E.M., M.J.M., D.L.B.), Department of Pharmacokinetics, Dynamics and Metabolism (K.R.F.), Global Biotherapeutics Technologies (E.F.), and Worldwide Medicinal Chemistry (N.M.K.), Worldwide Research and Development, Pfizer Inc., Cambridge, Massachusetts; Department of Pharmacokinetics, Dynamics and Metabolism, Worldwide Research and Development, Pfizer Inc., Groton, Connecticut (A.D., S.O., M.V.-F.); and Biotherapuetics Pharmaceutical Research and Development, Worldwide Research and Development, Pfizer Inc., Andover, Massachusetts (H.M., R.D.)
| | - Heather McInnes
- Neuroscience and Pain Research Unit (M.E.M., M.J.M., D.L.B.), Department of Pharmacokinetics, Dynamics and Metabolism (K.R.F.), Global Biotherapeutics Technologies (E.F.), and Worldwide Medicinal Chemistry (N.M.K.), Worldwide Research and Development, Pfizer Inc., Cambridge, Massachusetts; Department of Pharmacokinetics, Dynamics and Metabolism, Worldwide Research and Development, Pfizer Inc., Groton, Connecticut (A.D., S.O., M.V.-F.); and Biotherapuetics Pharmaceutical Research and Development, Worldwide Research and Development, Pfizer Inc., Andover, Massachusetts (H.M., R.D.)
| | - Ramin Darvari
- Neuroscience and Pain Research Unit (M.E.M., M.J.M., D.L.B.), Department of Pharmacokinetics, Dynamics and Metabolism (K.R.F.), Global Biotherapeutics Technologies (E.F.), and Worldwide Medicinal Chemistry (N.M.K.), Worldwide Research and Development, Pfizer Inc., Cambridge, Massachusetts; Department of Pharmacokinetics, Dynamics and Metabolism, Worldwide Research and Development, Pfizer Inc., Groton, Connecticut (A.D., S.O., M.V.-F.); and Biotherapuetics Pharmaceutical Research and Development, Worldwide Research and Development, Pfizer Inc., Andover, Massachusetts (H.M., R.D.)
| | - Derek L Buhl
- Neuroscience and Pain Research Unit (M.E.M., M.J.M., D.L.B.), Department of Pharmacokinetics, Dynamics and Metabolism (K.R.F.), Global Biotherapeutics Technologies (E.F.), and Worldwide Medicinal Chemistry (N.M.K.), Worldwide Research and Development, Pfizer Inc., Cambridge, Massachusetts; Department of Pharmacokinetics, Dynamics and Metabolism, Worldwide Research and Development, Pfizer Inc., Groton, Connecticut (A.D., S.O., M.V.-F.); and Biotherapuetics Pharmaceutical Research and Development, Worldwide Research and Development, Pfizer Inc., Andover, Massachusetts (H.M., R.D.)
| | - Natasha M Kablaoui
- Neuroscience and Pain Research Unit (M.E.M., M.J.M., D.L.B.), Department of Pharmacokinetics, Dynamics and Metabolism (K.R.F.), Global Biotherapeutics Technologies (E.F.), and Worldwide Medicinal Chemistry (N.M.K.), Worldwide Research and Development, Pfizer Inc., Cambridge, Massachusetts; Department of Pharmacokinetics, Dynamics and Metabolism, Worldwide Research and Development, Pfizer Inc., Groton, Connecticut (A.D., S.O., M.V.-F.); and Biotherapuetics Pharmaceutical Research and Development, Worldwide Research and Development, Pfizer Inc., Andover, Massachusetts (H.M., R.D.)
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Limbic correlates of fearlessness and disinhibition in incarcerated youth: Exploring the brain-behavior relationship with the Hare Psychopathy Checklist: Youth Version. Psychiatry Res 2015; 230:205-10. [PMID: 26363777 PMCID: PMC4655149 DOI: 10.1016/j.psychres.2015.08.041] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2015] [Revised: 08/01/2015] [Accepted: 08/30/2015] [Indexed: 01/14/2023]
Abstract
The purpose of this study was to determine whether scores on two temperament dimensions (fearlessness and disinhibition) correlated differentially with gray matter volumes in two limbic regions (amygdala and hippocampus). It was predicted that the fearlessness dimension would correlate with low gray matter volumes in the amygdala and the disinhibition dimension would correlate with low gray matter volumes in the hippocampus after controlling for age, IQ, regular substance use, and total brain volume. Participants were 191 male adolescents (age range=13-19 years) incarcerated in a maximum-security juvenile facility. Structural magnetic resonance imaging (MRI) analysis of the limbic and paralimbic regions of the brain was conducted. The temperament dimensions were estimated with items from the Psychopathy Checklist: Youth Version (PCL: YV: Forth et al., 2003). Analyses showed that the fearlessness dimension correlated negatively with gray matter volumes in the amygdala and the disinhibition dimension correlated negatively with gray matter volumes in the hippocampus but not vice versa. These findings provide preliminary support for the construct validity of the fearlessness and disinhibition temperament dimensions and offer confirmatory evidence for involvement of the amygdala and hippocampus in fear conditioning and behavioral inhibition, respectively.
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