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Ma J, O'Malley JJ, Kreiker M, Leng Y, Khan I, Kindel M, Penzo MA. Convergent direct and indirect cortical streams shape avoidance decisions in mice via the midline thalamus. Nat Commun 2024; 15:6598. [PMID: 39097600 PMCID: PMC11297946 DOI: 10.1038/s41467-024-50941-6] [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: 03/04/2024] [Accepted: 07/24/2024] [Indexed: 08/05/2024] Open
Abstract
Current concepts of corticothalamic organization in the mammalian brain are mainly based on sensory systems, with less focus on circuits for higher-order cognitive functions. In sensory systems, first-order thalamic relays are driven by subcortical inputs and modulated by cortical feedback, while higher-order relays receive strong excitatory cortical inputs. The applicability of these principles beyond sensory systems is uncertain. We investigated mouse prefronto-thalamic projections to the midline thalamus, revealing distinct top-down control. Unlike sensory systems, this pathway relies on indirect modulation via the thalamic reticular nucleus (TRN). Specifically, the prelimbic area, which influences emotional and motivated behaviors, impacts instrumental avoidance responses through direct and indirect projections to the paraventricular thalamus. Both pathways promote defensive states, but the indirect pathway via the TRN is essential for organizing avoidance decisions through disinhibition. Our findings highlight intra-thalamic circuit dynamics that integrate cortical cognitive signals and their role in shaping complex behaviors.
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Affiliation(s)
- Jun Ma
- Section on the Neural Circuits of Emotion and Motivation, National Institute of Mental Health, Bethesda, MD, USA
- Laboratory of Anesthesia and Analgesia Application Technology, Xuzhou Medical University, 221004, Xuzhou, China
| | - John J O'Malley
- Section on the Neural Circuits of Emotion and Motivation, National Institute of Mental Health, Bethesda, MD, USA
| | - Malaz Kreiker
- Section on the Neural Circuits of Emotion and Motivation, National Institute of Mental Health, Bethesda, MD, USA
| | - Yan Leng
- Section on the Neural Circuits of Emotion and Motivation, National Institute of Mental Health, Bethesda, MD, USA
| | - Isbah Khan
- Section on the Neural Circuits of Emotion and Motivation, National Institute of Mental Health, Bethesda, MD, USA
| | - Morgan Kindel
- Section on the Neural Circuits of Emotion and Motivation, National Institute of Mental Health, Bethesda, MD, USA
| | - Mario A Penzo
- Section on the Neural Circuits of Emotion and Motivation, National Institute of Mental Health, Bethesda, MD, USA.
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2
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Pinto R, Albuquerque S, de Castro MV, Levendosky AA, Fonseca M, Jongenelen I, Maia Â, Gamito P. A Virtual Reality Simulation to Examine the Relationship Between Post-Traumatic Stress Symptoms and Decision-Making in First Responders. J Trauma Dissociation 2024:1-16. [PMID: 38978229 DOI: 10.1080/15299732.2024.2374370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Accepted: 05/21/2024] [Indexed: 07/10/2024]
Abstract
First responders (FRs) are continuously exposed to critical incidents, considered traumatic events (TEs). This cumulative exposure increases the risk for post-traumatic stress disorder (PTSD). However, there is no evidence about the relationship between PTSD symptoms and emergency decision-making (EDM). The objective of this study was to examine the EDM of FRs during a virtual reality through the simulation of two emergency scenarios to collect data on the reaction time and the number of incorrect decisions. We also assessed PTSD symptoms, TE, and sociodemographics. The sample included 368 Portuguese FRs, were 295 (80.20%) males and 73 (19.80%) females, with a mean age of 33.96 (SD = 9.38). Considering the probable PTSD diagnosis according to the DSM-5, 85 (23.10%) of the FRs met the criteria. These individuals who meet the criteria exhibited higher EDM scores (M = 19.60, SD = 5.99) compared to those without probable PTSD (M = 17.87, SD = .5.66) (F(1, 360) = 5.32, p = .02, partial η2 = .015). We found that TEs had a direct effect on EDM, β = -.16, Z = -3.74, p < .001), and the pathway of trauma-PTSD symptoms-decision-making an indirect effect, β = .02, Z = 3.10, p = .002). Individuals exposed to more TEs demonstrated faster and more accurate decision-making in the context of EDM. However, when these individuals developed PTSD symptoms, their decision-making became slower and less accurate. The inclusion of a trauma-informed approach for FRs to prevent individual and job-related consequences is discussed.
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Affiliation(s)
- Ricardo Pinto
- HEI-Lab: Digital Human-Environment Interaction Labs, Lusófona University, Lisbon, Portugal
| | - Sara Albuquerque
- HEI-Lab: Digital Human-Environment Interaction Labs, Lusófona University, Lisbon, Portugal
| | - Maria Vieira de Castro
- HEI-Lab: Digital Human-Environment Interaction Labs, Lusófona University, Lisbon, Portugal
| | - Alytia A Levendosky
- Department of Psychology, Michigan State University, East Lansing, Michigan, USA
| | - Micaela Fonseca
- HEI-Lab: Digital Human-Environment Interaction Labs, Lusófona University, Lisbon, Portugal
| | - Inês Jongenelen
- HEI-Lab: Digital Human-Environment Interaction Labs, Lusófona University, Lisbon, Portugal
| | - Ângela Maia
- School of Psychology, University of Minho, Braga, Portugal
| | - Pedro Gamito
- HEI-Lab: Digital Human-Environment Interaction Labs, Lusófona University, Lisbon, Portugal
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3
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Betti S, Badioli M, Dalbagno D, Garofalo S, di Pellegrino G, Starita F. Topographically selective motor inhibition under threat of pain. Pain 2024:00006396-990000000-00633. [PMID: 38916518 DOI: 10.1097/j.pain.0000000000003301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 05/13/2024] [Indexed: 06/26/2024]
Abstract
ABSTRACT Pain-related motor adaptations may be enacted predictively at the mere threat of pain, before pain occurrence. Yet, in humans, the neurophysiological mechanisms underlying motor adaptations in anticipation of pain remain poorly understood. We tracked the evolution of changes in corticospinal excitability (CSE) as healthy adults learned to anticipate the occurrence of lateralized, muscle-specific pain to the upper limb. Using a Pavlovian threat conditioning task, different visual stimuli predicted pain to the right or left forearm (experiment 1) or hand (experiment 2). During stimuli presentation before pain occurrence, single-pulse transcranial magnetic stimulation was applied over the left primary motor cortex to probe CSE and elicit motor evoked potentials from target right forearm and hand muscles. The correlation between participants' trait anxiety and CSE was also assessed. Results showed that threat of pain triggered corticospinal inhibition specifically in the limb where pain was expected. In addition, corticospinal inhibition was modulated relative to the threatened muscle, with threat of pain to the forearm inhibiting the forearm and hand muscles, whereas threat of pain to the hand inhibited the hand muscle only. Finally, stronger corticospinal inhibition correlated with greater trait anxiety. These results advance the mechanistic understanding of pain processes showing that pain-related motor adaptations are enacted at the mere threat of pain, as sets of anticipatory, topographically organized motor changes that are associated with the expected pain and are shaped by individual anxiety levels. Including such anticipatory motor changes into models of pain may lead to new treatments for pain-related disorders.
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Affiliation(s)
- Sonia Betti
- Department of Psychology "Renzo Canestrari," Center for Studies and Research in Cognitive Neuroscience, University of Bologna, Cesena, Italy
- Department of General Psychology, University of Padova, Padova, Italy
| | - Marco Badioli
- Department of Psychology "Renzo Canestrari," Center for Studies and Research in Cognitive Neuroscience, University of Bologna, Cesena, Italy
| | - Daniela Dalbagno
- Department of Psychology "Renzo Canestrari," Center for Studies and Research in Cognitive Neuroscience, University of Bologna, Cesena, Italy
| | - Sara Garofalo
- Department of Psychology "Renzo Canestrari," Center for Studies and Research in Cognitive Neuroscience, University of Bologna, Cesena, Italy
| | - Giuseppe di Pellegrino
- Department of Psychology "Renzo Canestrari," Center for Studies and Research in Cognitive Neuroscience, University of Bologna, Cesena, Italy
| | - Francesca Starita
- Department of Psychology "Renzo Canestrari," Center for Studies and Research in Cognitive Neuroscience, University of Bologna, Cesena, Italy
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Tsai HY, Lapanan K, Lin YH, Huang CW, Lin WW, Lin MM, Lu ZL, Lin FS, Tseng MT. Integration of Prior Expectations and Suppression of Prediction Errors During Expectancy-Induced Pain Modulation: The Influence of Anxiety and Pleasantness. J Neurosci 2024; 44:e1627232024. [PMID: 38453467 PMCID: PMC11044194 DOI: 10.1523/jneurosci.1627-23.2024] [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: 08/28/2023] [Revised: 01/25/2024] [Accepted: 03/03/2024] [Indexed: 03/09/2024] Open
Abstract
Pain perception arises from the integration of prior expectations with sensory information. Although recent work has demonstrated that treatment expectancy effects (e.g., placebo hypoalgesia) can be explained by a Bayesian integration framework incorporating the precision level of expectations and sensory inputs, the key factor modulating this integration in stimulus expectancy-induced pain modulation remains unclear. In a stimulus expectancy paradigm combining emotion regulation in healthy male and female adults, we found that participants' voluntary reduction in anticipatory anxiety and pleasantness monotonically reduced the magnitude of pain modulation by negative and positive expectations, respectively, indicating a role of emotion. For both types of expectations, Bayesian model comparisons confirmed that an integration model using the respective emotion of expectations and sensory inputs explained stimulus expectancy effects on pain better than using their respective precision. For negative expectations, the role of anxiety is further supported by our fMRI findings that (1) functional coupling within anxiety-processing brain regions (amygdala and anterior cingulate) reflected the integration of expectations with sensory inputs and (2) anxiety appeared to impair the updating of expectations via suppressed prediction error signals in the anterior cingulate, thus perpetuating negative expectancy effects. Regarding positive expectations, their integration with sensory inputs relied on the functional coupling within brain structures processing positive emotion and inhibiting threat responding (medial orbitofrontal cortex and hippocampus). In summary, different from treatment expectancy, pain modulation by stimulus expectancy emanates from emotion-modulated integration of beliefs with sensory evidence and inadequate belief updating.
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Affiliation(s)
- Hsin-Yun Tsai
- Taiwan International Graduate Program in Interdisciplinary Neuroscience, National Taiwan University and Academia Sinica, Taipei 11574, Taiwan
| | - Kulvara Lapanan
- Graduate Institute of Brain and Mind Sciences, National Taiwan University College of Medicine, Taipei 10051, Taiwan
| | - Yi-Hsuan Lin
- Taiwan International Graduate Program in Interdisciplinary Neuroscience, National Taiwan University and Academia Sinica, Taipei 11574, Taiwan
| | - Cheng-Wei Huang
- Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei 10048, Taiwan
| | - Wen-Wei Lin
- Graduate Institute of Brain and Mind Sciences, National Taiwan University College of Medicine, Taipei 10051, Taiwan
| | - Min-Min Lin
- Graduate Institute of Brain and Mind Sciences, National Taiwan University College of Medicine, Taipei 10051, Taiwan
| | - Zheng-Liang Lu
- Department of Computer Science and Information Engineering, National Taiwan University, Taipei 10617, Taiwan
| | - Feng-Sheng Lin
- Department of Anesthesiology, National Taiwan University Hospital, Taipei 10048, Taiwan
| | - Ming-Tsung Tseng
- Graduate Institute of Brain and Mind Sciences, National Taiwan University College of Medicine, Taipei 10051, Taiwan
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Wang G, Ma L, Wang L, Pang W. Independence Threat or Interdependence Threat? The Focusing Effect on Social or Physical Threat Modulates Brain Activity. Brain Sci 2024; 14:368. [PMID: 38672018 PMCID: PMC11047893 DOI: 10.3390/brainsci14040368] [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: 03/10/2024] [Revised: 04/04/2024] [Accepted: 04/04/2024] [Indexed: 04/28/2024] Open
Abstract
OBJECTIVE The neural basis of threat perception has mostly been examined separately for social or physical threats. However, most of the threats encountered in everyday life are complex. The features of interactions between social and physiological threats under different attentional conditions are unclear. METHOD The present study explores this issue using an attention-guided paradigm based on ERP techniques. The screen displays social threats (face threats) and physical threats (action threats), instructing participants to concentrate on only one type of threat, thereby exploring brain activation characteristics. RESULTS It was found that action threats did not affect the processing of face threats in the face-attention condition, and electrophysiological evidence from the brain suggests a comparable situation to that when processing face threats alone, with higher amplitudes of the N170 and EPN (Early Posterior Negativity) components of anger than neutral emotions. However, when focusing on the action-attention condition, the brain was affected by face threats, as evidenced by a greater N190 elicited by stimuli containing threatening emotions, regardless of whether the action was threatening or not. This trend was also reflected in EPN. CONCLUSIONS The current study reveals important similarities and differences between physical and social threats, suggesting that the brain has a greater processing advantage for social threats.
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Affiliation(s)
- Guan Wang
- The School of Psychology and Cognitive Science, East China Normal University, Shanghai 200062, China
- School of Education Science, Huaiyin Normal University, Huaian 223300, China
| | - Lian Ma
- School of Computer Science and Technology, Huaiyin Normal University, Huaian 223300, China
| | - Lili Wang
- School of Education Science, Huaiyin Normal University, Huaian 223300, China
| | - Weiguo Pang
- The School of Psychology and Cognitive Science, East China Normal University, Shanghai 200062, China
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Wen Z, Pace-Schott EF, Lazar SW, Rosén J, Åhs F, Phelps EA, LeDoux JE, Milad MR. Distributed neural representations of conditioned threat in the human brain. Nat Commun 2024; 15:2231. [PMID: 38472184 PMCID: PMC10933283 DOI: 10.1038/s41467-024-46508-0] [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: 04/28/2023] [Accepted: 02/28/2024] [Indexed: 03/14/2024] Open
Abstract
Detecting and responding to threat engages several neural nodes including the amygdala, hippocampus, insular cortex, and medial prefrontal cortices. Recent propositions call for the integration of more distributed neural nodes that process sensory and cognitive facets related to threat. Integrative, sensitive, and reproducible distributed neural decoders for the detection and response to threat and safety have yet to be established. We combine functional MRI data across varying threat conditioning and negative affect paradigms from 1465 participants with multivariate pattern analysis to investigate distributed neural representations of threat and safety. The trained decoders sensitively and specifically distinguish between threat and safety cues across multiple datasets. We further show that many neural nodes dynamically shift representations between threat and safety. Our results establish reproducible decoders that integrate neural circuits, merging the well-characterized 'threat circuit' with sensory and cognitive nodes, discriminating threat from safety regardless of experimental designs or data acquisition parameters.
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Affiliation(s)
- Zhenfu Wen
- Department of Psychiatry, New York University Grossman School of Medicine, New York, NY, USA
- Faillace Department of Psychiatry and Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Edward F Pace-Schott
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA
| | - Sara W Lazar
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA
| | - Jörgen Rosén
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Fredrik Åhs
- Department of Psychology and Social Work, Mid Sweden University, Östersund, Sweden
| | | | - Joseph E LeDoux
- Department of Psychiatry, New York University Grossman School of Medicine, New York, NY, USA
- Center for Neural Science and Department of Psychology, New York University, New York, NY, USA
- Department of Child and Adolescent Psychiatry, New York University Grossman School of Medicine, New York, NY, USA
- The Neuroscience Institute, New York University Grossman School of Medicine, New York, NY, USA
| | - Mohammed R Milad
- Department of Psychiatry, New York University Grossman School of Medicine, New York, NY, USA.
- Faillace Department of Psychiatry and Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, USA.
- The Neuroscience Institute, New York University Grossman School of Medicine, New York, NY, USA.
- Nathan Kline Institute for Psychiatric Research, Orangeburg, NY, USA.
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Starita F, Stussi Y, Garofalo S, Terenzi D. Editorial: The neurobiological and cognitive underpinnings of appetitive and aversive motivation. Front Behav Neurosci 2024; 18:1383393. [PMID: 38450023 PMCID: PMC10915259 DOI: 10.3389/fnbeh.2024.1383393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 02/12/2024] [Indexed: 03/08/2024] Open
Affiliation(s)
- Francesca Starita
- Center for Studies and Research in Cognitive Neuroscience, Department of Psychology, University of Bologna, Bologna, Italy
| | - Yoann Stussi
- Swiss Center for Affective Sciences and Department of Psychology, University of Geneva, Geneva, Switzerland
| | - Sara Garofalo
- Center for Studies and Research in Cognitive Neuroscience, Department of Psychology, University of Bologna, Bologna, Italy
| | - Damiano Terenzi
- Institut de Neurosciences de la Timone, UMR 7289 CNRS & Aix-Marseille Université, Marseille, France
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8
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Bao L, Rao J, Yu D, Zheng B, Yin B. Decoding the language of fear: Unveiling objective and subjective indicators in rodent models through a systematic review and meta-analysis. Neurosci Biobehav Rev 2024; 157:105537. [PMID: 38215801 DOI: 10.1016/j.neubiorev.2024.105537] [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: 11/08/2023] [Revised: 12/23/2023] [Accepted: 01/05/2024] [Indexed: 01/14/2024]
Abstract
While rodent models are vital for studying mental disorders, the underestimation of construct validity of fear indicators has led to limitations in translating to effective clinical treatments. Addressing this gap, we systematically reviewed 5054 articles from the 1960 s, understanding underlying theoretical advancement, and selected 68 articles with at least two fear indicators for a three-level meta-analysis. We hypothesized correlations between different indicators would elucidate similar functions, while magnitude differences could reveal distinct neural or behavioral mechanisms. Our findings reveal a shift towards using freezing behavior as the primary fear indicator in rodent models, and strong, moderate, and weak correlations between freezing and conditioned suppression ratios, 22-kHz ultrasonic vocalizations, and autonomic nervous system responses, respectively. Using freezing as a reference, moderator analysis shows treatment types and fear stages significantly influenced differences in magnitudes between two indicators. Our analysis supports a two-system model of fear in rodents, where objective and subjective fears could operate on a threshold-based mechanism.
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Affiliation(s)
- Lili Bao
- School of Psychology, Fujian Normal University, China; Key Laboratory for Learning and Behavioral Sciences, Fujian Normal University, China
| | - Jiaojiao Rao
- School of Psychology, Fujian Normal University, China; Key Laboratory for Learning and Behavioral Sciences, Fujian Normal University, China
| | - Delin Yu
- School of Psychology, Fujian Normal University, China; Key Laboratory for Learning and Behavioral Sciences, Fujian Normal University, China
| | - Benhuiyuan Zheng
- School of Psychology, Fujian Normal University, China; Key Laboratory for Learning and Behavioral Sciences, Fujian Normal University, China
| | - Bin Yin
- School of Psychology, Fujian Normal University, China; Key Laboratory for Learning and Behavioral Sciences, Fujian Normal University, China.
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9
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Fahey MP, Yee DM, Leng X, Tarlow M, Shenhav A. Motivational context determines the impact of aversive outcomes on mental effort allocation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.27.564461. [PMID: 37961466 PMCID: PMC10634922 DOI: 10.1101/2023.10.27.564461] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
It is well known that people will exert effort on a task if sufficiently motivated, but how they distribute these efforts across different strategies (e.g., efficiency vs. caution) remains uncertain. Past work has shown that people invest effort differently for potential positive outcomes (rewards) versus potential negative outcomes (penalties). However, this research failed to account for differences in the context in which negative outcomes motivate someone - either as punishment or reinforcement. It is therefore unclear whether effort profiles differ as a function of outcome valence, motivational context, or both. Using computational modeling and our novel Multi-Incentive Control Task, we show that the influence of aversive outcomes on one's effort profile is entirely determined by their motivational context. Participants (N:91) favored increased caution in response to larger penalties for incorrect responses, and favored increased efficiency in response to larger reinforcement for correct responses, whether positively or negatively incentivized.
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Affiliation(s)
- Mahalia Prater Fahey
- Cognitive, Linguistic, and Psychological Sciences, Brown University Carney Institute for Brain Science, Brown University
| | - Debbie M Yee
- Cognitive, Linguistic, and Psychological Sciences, Brown University Carney Institute for Brain Science, Brown University
| | - Xiamin Leng
- Cognitive, Linguistic, and Psychological Sciences, Brown University Carney Institute for Brain Science, Brown University
| | - Maisy Tarlow
- Cognitive, Linguistic, and Psychological Sciences, Brown University Carney Institute for Brain Science, Brown University
| | - Amitai Shenhav
- Cognitive, Linguistic, and Psychological Sciences, Brown University Carney Institute for Brain Science, Brown University
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10
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Haubrich J, Nader K. Network-level changes in the brain underlie fear memory strength. eLife 2023; 12:RP88172. [PMID: 38047914 PMCID: PMC10695559 DOI: 10.7554/elife.88172] [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] [Indexed: 12/05/2023] Open
Abstract
The strength of a fear memory significantly influences whether it drives adaptive or maladaptive behavior in the future. Yet, how mild and strong fear memories differ in underlying biology is not well understood. We hypothesized that this distinction may not be exclusively the result of changes within specific brain regions, but rather the outcome of collective changes in connectivity across multiple regions within the neural network. To test this, rats were fear conditioned in protocols of varying intensities to generate mild or strong memories. Neuronal activation driven by recall was measured using c-fos immunohistochemistry in 12 brain regions implicated in fear learning and memory. The interregional coordinated brain activity was computed and graph-based functional networks were generated to compare how mild and strong fear memories differ at the systems level. Our results show that mild fear recall is supported by a well-connected brain network with small-world properties in which the amygdala is well-positioned to be modulated by other regions. In contrast, this connectivity is disrupted in strong fear memories and the amygdala is isolated from other regions. These findings indicate that the neural systems underlying mild and strong fear memories differ, with implications for understanding and treating disorders of fear dysregulation.
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Affiliation(s)
- Josue Haubrich
- Department of Psychology, McGill UniversityMontréalCanada
- Department of Neurophysiology, Ruhr-University BochumBochumGermany
| | - Karim Nader
- Department of Psychology, McGill UniversityMontréalCanada
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11
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Ke S, Hartmann J, Ressler KJ, Liu YY, Koenen KC. The emerging role of the gut microbiome in posttraumatic stress disorder. Brain Behav Immun 2023; 114:360-370. [PMID: 37689277 PMCID: PMC10591863 DOI: 10.1016/j.bbi.2023.09.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Revised: 08/28/2023] [Accepted: 09/06/2023] [Indexed: 09/11/2023] Open
Abstract
Posttraumatic stress disorder (PTSD) occurs in some people following exposure to a terrifying or catastrophic event involving actual/threatened death, serious injury, or sexual violence. PTSD is a common and debilitating mental disorder that imposes a significant burden on individuals, their families, health services, and society. Moreover, PTSD is a risk factor for chronic diseases such as coronary heart disease, stroke, diabetes, as well as premature mortality. Furthermore, PTSD is associated with dysregulated immune function. Despite the high prevalence of PTSD, the mechanisms underlying its etiology and manifestations remain poorly understood. Compelling evidence indicates that the human gut microbiome, a complex community of microorganisms living in the gastrointestinal tract, plays a crucial role in the development and function of the host nervous system, complex behaviors, and brain circuits. The gut microbiome may contribute to PTSD by influencing inflammation, stress responses, and neurotransmitter signaling, while bidirectional communication between the gut and brain involves mechanisms such as microbial metabolites, immune system activation, and the vagus nerve. In this literature review, we summarize recent findings on the role of the gut microbiome in PTSD in both human and animal studies. We discuss the methodological limitations of existing studies and suggest future research directions to further understand the role of the gut microbiome in PTSD.
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Affiliation(s)
- Shanlin Ke
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA
| | - Jakob Hartmann
- Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA 02478, USA
| | - Kerry J Ressler
- Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA 02478, USA
| | - Yang-Yu Liu
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA; Center for Artificial Intelligence and Modeling, The Carl R. WoeseInstitute for Genomic Biology, University of Illinois at Urbana-Champaign, Champaign, IL, USA.
| | - Karestan C Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA.
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Moscovitch DA, Moscovitch M, Sheldon S. Neurocognitive Model of Schema-Congruent and -Incongruent Learning in Clinical Disorders: Application to Social Anxiety and Beyond. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2023; 18:1412-1435. [PMID: 36795637 PMCID: PMC10623626 DOI: 10.1177/17456916221141351] [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] [Indexed: 02/17/2023]
Abstract
Negative schemas lie at the core of many common and debilitating mental disorders. Thus, intervention scientists and clinicians have long recognized the importance of designing effective interventions that target schema change. Here, we suggest that the optimal development and administration of such interventions can benefit from a framework outlining how schema change occurs in the brain. Guided by basic neuroscientific findings, we provide a memory-based neurocognitive framework for conceptualizing how schemas emerge and change over time and how they can be modified during psychological treatment of clinical disorders. We highlight the critical roles of the hippocampus, ventromedial prefrontal cortex, amygdala, and posterior neocortex in directing schema-congruent and -incongruent learning (SCIL) in the interactive neural network that comprises the autobiographical memory system. We then use this framework, which we call the SCIL model, to derive new insights about the optimal design features of clinical interventions that aim to strengthen or weaken schema-based knowledge through the core processes of episodic mental simulation and prediction error. Finally, we examine clinical applications of the SCIL model to schema-change interventions in psychotherapy and provide cognitive-behavior therapy for social anxiety disorder as an illustrative example.
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Affiliation(s)
- David A. Moscovitch
- Department of Psychology and Centre for Mental Health Research & Treatment, University of Waterloo
| | - Morris Moscovitch
- Rotman Research Institute and Department of Psychology, Baycrest Centre for Geriatric Care
- Department of Psychology, University of Toronto
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13
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Ossola P, Pike AC. Editorial: What is computational psychopathology, and why do we need it? Neurosci Biobehav Rev 2023; 152:105170. [PMID: 37076057 DOI: 10.1016/j.neubiorev.2023.105170] [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: 04/04/2023] [Accepted: 04/10/2023] [Indexed: 04/21/2023]
Abstract
Computational Psychopathology is an emerging discipline, which is based around the theoretical and mechanistic focus of explanatory psychopathology and computational psychiatry, and reflects the general move in psychiatric research away from whole disorders to component symptoms or transdiagnostic processes. In this Editorial, we present a brief summary of these disciplines and how they combine together to form a 'Computational Psychopathology', and present a brief possible taxonomy. We highlight the papers that form part of this Special Issue, along with their place in our putative taxonomy. We conclude this Editorial by highlighting the benefits of a Computational Psychopathology for research into mental health.
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Affiliation(s)
- Paolo Ossola
- Department of Medicine and Surgery, University of Parma, Italy; Department of Mental Health, AUSL of Parma, Parma, Italy
| | - Alexandra C Pike
- Department of Psychology and York Biomedical Research Insitute, University of York, York YO10 5DD, UK.
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14
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Abend R. Understanding anxiety symptoms as aberrant defensive responding along the threat imminence continuum. Neurosci Biobehav Rev 2023; 152:105305. [PMID: 37414377 PMCID: PMC10528507 DOI: 10.1016/j.neubiorev.2023.105305] [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: 07/09/2022] [Revised: 06/22/2023] [Accepted: 07/03/2023] [Indexed: 07/08/2023]
Abstract
Threat-anticipatory defensive responses have evolved to promote survival in a dynamic world. While inherently adaptive, aberrant expression of defensive responses to potential threat could manifest as pathological anxiety, which is prevalent, impairing, and associated with adverse outcomes. Extensive translational neuroscience research indicates that normative defensive responses are organized by threat imminence, such that distinct response patterns are observed in each phase of threat encounter and orchestrated by partially conserved neural circuitry. Anxiety symptoms, such as excessive and pervasive worry, physiological arousal, and avoidance behavior, may reflect aberrant expression of otherwise normative defensive responses, and therefore follow the same imminence-based organization. Here, empirical evidence linking aberrant expression of specific, imminence-dependent defensive responding to distinct anxiety symptoms is reviewed, and plausible contributing neural circuitry is highlighted. Drawing from translational and clinical research, the proposed framework informs our understanding of pathological anxiety by grounding anxiety symptoms in conserved psychobiological mechanisms. Potential implications for research and treatment are discussed.
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Affiliation(s)
- Rany Abend
- School of Psychology, Reichman University, P.O. Box 167, Herzliya 4610101, Israel; Section on Development and Affective Neuroscience, National Institute of Mental Health, National Institutes of Health, Bethesda, MD 20892, USA.
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15
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Fraile E, Gagnepain P, Eustache F, Groussard M, Platel H. Musical experience prior to traumatic exposure as a resilience factor: a conceptual analysis. Front Psychol 2023; 14:1220489. [PMID: 37599747 PMCID: PMC10436084 DOI: 10.3389/fpsyg.2023.1220489] [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: 05/11/2023] [Accepted: 07/12/2023] [Indexed: 08/22/2023] Open
Abstract
Resilience mechanisms can be dynamically triggered throughout the lifecourse by resilience factors in order to prevent individuals from developing stress-related pathologies such as posttraumatic stress disorder (PTSD). Some interventional studies have suggested that listening to music and musical practice after experiencing a traumatic event decrease the intensity of PTSD, but surprisingly, no study to our knowledge has explored musical experience as a potential resilience factor before the potential occurrence of a traumatic event. In the present conceptual analysis, we sought to summarize what is known about the concept of resilience and how musical experience could trigger two key mechanisms altered in PTSD: emotion regulation and cognitive control. Our hypothesis is that the stimulation of these two mechanisms by musical experience during the pre-traumatic period could help protect against the symptoms of emotional dysregulation and intrusions present in PTSD. We then developed a new framework to guide future research aimed at isolating and investigating the protective role of musical experience regarding the development of PTSD in response to trauma. The clinical application of this type of research could be to develop pre-trauma training that promotes emotional regulation and cognitive control, aimed at populations at risk of developing PTSD such as healthcare workers, police officers, and military staffs.
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16
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Reyna VF, Müller SM, Edelson SM. Critical tests of fuzzy trace theory in brain and behavior: uncertainty across time, probability, and development. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2023; 23:746-772. [PMID: 36828988 PMCID: PMC9957613 DOI: 10.3758/s13415-022-01058-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 12/22/2022] [Indexed: 02/26/2023]
Abstract
Uncertainty permeates decisions from the trivial to the profound. Integrating brain and behavioral evidence, we discuss how probabilistic (varied outcomes) and temporal (delayed outcomes) uncertainty differ across age and individuals; how critical tests adjudicate between theories of uncertainty (prospect theory and fuzzy-trace theory); and how these mechanisms might be represented in the brain. The same categorical gist representations of gains and losses account for choices and eye-tracking data in both value-allocation (add money to gambles) and risky-choice tasks, disconfirming prospect theory and confirming predictions of fuzzy-trace theory. The analysis is extended to delay discounting and disambiguated choices, explaining hidden-zero effects that similarly turn on categorical distinctions between some gain and no gain, certain gain and uncertain gain, gain and loss, and now and later. Bold activation implicates dorsolateral prefrontal and posterior parietal cortices in gist strategies that are not just one tool in a grab-bag of cognitive options but rather are general strategies that systematically predict behaviors across many different tasks involving probabilistic and temporal uncertainty. High valuation (e.g., ventral striatum; ventromedial prefrontal cortex) and low executive control (e.g., lateral prefrontal cortex) contribute to risky and impatient choices, especially in youth. However, valuation in ventral striatum supports reward-maximizing and gist strategies in adulthood. Indeed, processing becomes less "rational" in the sense of maximizing gains and more noncompensatory (eye movements indicate fewer tradeoffs) as development progresses from adolescence to adulthood, as predicted. Implications for theoretically predicted "public-health paradoxes" are discussed, including gist versus verbatim thinking in drug experimentation and addiction.
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Affiliation(s)
| | - Silke M. Müller
- Department General Psychology: Cognition, University of Duisburg-Essen, Duisburg, Germany
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17
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Kaye AP, Rao MG, Kwan AC, Ressler KJ, Krystal JH. A computational model for learning from repeated traumatic experiences under uncertainty. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2023; 23:894-904. [PMID: 37165181 PMCID: PMC11149767 DOI: 10.3758/s13415-023-01085-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/28/2023] [Indexed: 05/12/2023]
Abstract
Traumatic events can lead to lifelong, inflexible adaptations in threat perception and behavior, which characterize posttraumatic stress disorder (PTSD). This process involves associations between sensory cues and internal states of threat and then generalization of the threat responses to previously neutral cues. However, most formulations neglect adaptations to threat that are not specific to those associations. To incorporate nonassociative responses to threat, we propose a computational theory of PTSD based on adaptation to the frequency of traumatic events by using a reinforcement learning momentum model. Recent threat prediction errors generate momentum that influences subsequent threat perception in novel contexts. This model fits primary data acquired from a mouse model of PTSD, in which unpredictable footshocks in one context accelerate threat learning in a novel context. The theory is consistent with epidemiological data that show that PTSD incidence increases with the number of traumatic events, as well as the disproportionate impact of early life trauma. Because the theory proposes that PTSD relates to the average of recent threat prediction errors rather than the strength of a specific association, it makes novel predictions for the treatment of PTSD.
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Affiliation(s)
- Alfred P Kaye
- Yale University Department of Psychiatry, New Haven, CT, USA.
- VA National Center for PTSD Clinical Neuroscience Division, West Haven, CT, USA.
| | - Manasa G Rao
- Mount Sinai Icahn School of Medicine, New York, NY, USA
| | - Alex C Kwan
- Yale University Department of Psychiatry, New Haven, CT, USA
- Cornell University Meinig School of Biomedical Engineering, Ithaca, NY, USA
| | - Kerry J Ressler
- McLean Hospital, Division of Depression and Anxiety Disorder, Belmont, MA, USA
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
| | - John H Krystal
- Yale University Department of Psychiatry, New Haven, CT, USA
- VA National Center for PTSD Clinical Neuroscience Division, West Haven, CT, USA
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18
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Brown VM, Price R, Dombrovski AY. Anxiety as a disorder of uncertainty: implications for understanding maladaptive anxiety, anxious avoidance, and exposure therapy. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2023; 23:844-868. [PMID: 36869259 PMCID: PMC10475148 DOI: 10.3758/s13415-023-01080-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/14/2023] [Indexed: 03/05/2023]
Abstract
In cognitive-behavioral conceptualizations of anxiety, exaggerated threat expectancies underlie maladaptive anxiety. This view has led to successful treatments, notably exposure therapy, but is not consistent with the empirical literature on learning and choice alterations in anxiety. Empirically, anxiety is better described as a disorder of uncertainty learning. How disruptions in uncertainty lead to impairing avoidance and are treated with exposure-based methods, however, is unclear. Here, we integrate concepts from neurocomputational learning models with clinical literature on exposure therapy to propose a new framework for understanding maladaptive uncertainty functioning in anxiety. Specifically, we propose that anxiety disorders are fundamentally disorders of uncertainty learning and that successful treatments, particularly exposure therapy, work by remediating maladaptive avoidance from dysfunctional explore/exploit decisions in uncertain, potentially aversive situations. This framework reconciles several inconsistencies in the literature and provides a path forward to better understand and treat anxiety.
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Affiliation(s)
- Vanessa M Brown
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Rebecca Price
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
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19
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Shang M, Shen M, Xu R, Du J, Zhang J, OuYang D, Du J, Hu J, Sun Z, Wang B, Han Q, Hu Y, Liu Y, Guan Y, Li J, Guo G, Xing J. Moderate white light exposure enhanced spatial memory retrieval by activating a central amygdala-involved circuit in mice. Commun Biol 2023; 6:414. [PMID: 37059729 PMCID: PMC10104844 DOI: 10.1038/s42003-023-04765-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Accepted: 03/27/2023] [Indexed: 04/16/2023] Open
Abstract
Light exposure can profoundly affect neurological functions and behaviors. Here, we show that short-term exposure to moderate (400 lux) white light during Y-maze test promoted spatial memory retrieval and induced only mild anxiety in mice. This beneficial effect involves the activation of a circuit including neurons in the central amygdala (CeA), locus coeruleus (LC), and dentate gyrus (DG). Specifically, moderate light activated corticotropin-releasing hormone (CRH) positive (+) CeA neurons and induced the release of corticotropin-releasing factor (CRF) from their axon terminals ending in the LC. CRF then activated tyrosine hydroxylase-expressing LC neurons, which send projections to DG and release norepinephrine (NE). NE activated β-adrenergic receptors on CaMKIIα-expressing DG neurons, ultimately promoting spatial memory retrieval. Our study thus demonstrated a specific light scheme that can promote spatial memory without excessive stress, and unraveled the underlying CeA-LC-DG circuit and associated neurochemical mechanisms.
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Affiliation(s)
- MengJuan Shang
- Department of Radiation Biology, Faculty of Preventive Medicine, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China
| | - MeiLun Shen
- Department of Radiation Biology, Faculty of Preventive Medicine, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China
| | - RuoTong Xu
- The Third Regiment, School of Basic Medicine, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China
| | - JingYu Du
- The Third Regiment, School of Basic Medicine, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China
| | - JiMeng Zhang
- The Second Regiment, School of Basic Medicine, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China
| | - Ding OuYang
- The Third Regiment, School of Basic Medicine, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China
| | - JunZe Du
- The Third Regiment, School of Basic Medicine, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China
| | - JunFeng Hu
- Department of Radiation Biology, Faculty of Preventive Medicine, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China
| | - ZhiChuan Sun
- Department of Neurosurgery, Daxing Hospital, Xi'an, ShaanXi, 710032, China
| | - BingXia Wang
- Department of Radiation Biology, Faculty of Preventive Medicine, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China
| | - Qian Han
- Department of Radiation Biology, Faculty of Preventive Medicine, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China
| | - Yang Hu
- The Third Regiment, School of Basic Medicine, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China
| | - YiHong Liu
- The Third Regiment, School of Basic Medicine, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China
| | - Yun Guan
- Department of Anesthesiology and Critical Care Medicine, the Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - Jing Li
- Department of Radiation Biology, Faculty of Preventive Medicine, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China
| | - GuoZhen Guo
- Department of Radiation Biology, Faculty of Preventive Medicine, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China.
- Ministry of Education Key Lab of Hazard Assessment and Control in Special Operational Environment, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China.
| | - JunLing Xing
- Department of Radiation Biology, Faculty of Preventive Medicine, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China.
- Ministry of Education Key Lab of Hazard Assessment and Control in Special Operational Environment, Fourth Military Medical University, Xi'an, ShaanXi, 710032, China.
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20
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Beckers T, Hermans D, Lange I, Luyten L, Scheveneels S, Vervliet B. Understanding clinical fear and anxiety through the lens of human fear conditioning. NATURE REVIEWS PSYCHOLOGY 2023; 2:233-245. [PMID: 36811021 PMCID: PMC9933844 DOI: 10.1038/s44159-023-00156-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 01/23/2023] [Indexed: 02/18/2023]
Abstract
Fear is an adaptive emotion that mobilizes defensive resources upon confrontation with danger. However, fear becomes maladaptive and can give rise to the development of clinical anxiety when it exceeds the degree of threat, generalizes broadly across stimuli and contexts, persists after the danger is gone or promotes excessive avoidance behaviour. Pavlovian fear conditioning has been the prime research instrument that has led to substantial progress in understanding the multi-faceted psychological and neurobiological mechanisms of fear in past decades. In this Perspective, we suggest that fruitful use of Pavlovian fear conditioning as a laboratory model of clinical anxiety requires moving beyond the study of fear acquisition to associated fear conditioning phenomena: fear extinction, generalization of conditioned fear and fearful avoidance. Understanding individual differences in each of these phenomena, not only in isolation but also in how they interact, will further strengthen the external validity of the fear conditioning model as a tool with which to study maladaptive fear as it manifests in clinical anxiety.
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Affiliation(s)
- Tom Beckers
- grid.5596.f0000 0001 0668 7884Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium ,grid.5596.f0000 0001 0668 7884Leuven Brain Institute, KU Leuven, Leuven, Belgium
| | - Dirk Hermans
- grid.5596.f0000 0001 0668 7884Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
| | - Iris Lange
- grid.5596.f0000 0001 0668 7884Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium ,grid.5596.f0000 0001 0668 7884Leuven Brain Institute, KU Leuven, Leuven, Belgium
| | - Laura Luyten
- grid.5596.f0000 0001 0668 7884Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium ,grid.5596.f0000 0001 0668 7884Leuven Brain Institute, KU Leuven, Leuven, Belgium
| | - Sara Scheveneels
- grid.5596.f0000 0001 0668 7884Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
| | - Bram Vervliet
- grid.5596.f0000 0001 0668 7884Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium ,grid.5596.f0000 0001 0668 7884Leuven Brain Institute, KU Leuven, Leuven, Belgium
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21
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Emanuel A, Eldar E. Emotions as computations. Neurosci Biobehav Rev 2023; 144:104977. [PMID: 36435390 PMCID: PMC9805532 DOI: 10.1016/j.neubiorev.2022.104977] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 10/26/2022] [Accepted: 11/22/2022] [Indexed: 11/26/2022]
Abstract
Emotions ubiquitously impact action, learning, and perception, yet their essence and role remain widely debated. Computational accounts of emotion aspire to answer these questions with greater conceptual precision informed by normative principles and neurobiological data. We examine recent progress in this regard and find that emotions may implement three classes of computations, which serve to evaluate states, actions, and uncertain prospects. For each of these, we use the formalism of reinforcement learning to offer a new formulation that better accounts for existing evidence. We then consider how these distinct computations may map onto distinct emotions and moods. Integrating extensive research on the causes and consequences of different emotions suggests a parsimonious one-to-one mapping, according to which emotions are integral to how we evaluate outcomes (pleasure & pain), learn to predict them (happiness & sadness), use them to inform our (frustration & content) and others' (anger & gratitude) actions, and plan in order to realize (desire & hope) or avoid (fear & anxiety) uncertain outcomes.
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Affiliation(s)
- Aviv Emanuel
- Department of Psychology, Hebrew University of Jerusalem, Jerusalem 9190501, Israel; Department of Cognitive and Brain Sciences, Hebrew University of Jerusalem, Jerusalem 9190501, Israel.
| | - Eran Eldar
- Department of Psychology, Hebrew University of Jerusalem, Jerusalem 9190501, Israel; Department of Cognitive and Brain Sciences, Hebrew University of Jerusalem, Jerusalem 9190501, Israel.
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22
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Can Translational Social Neuroscience Research Offer Insights to Mitigate Structural Racism in the United States? BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2022; 7:1258-1267. [PMID: 35609781 DOI: 10.1016/j.bpsc.2022.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 04/15/2022] [Accepted: 05/05/2022] [Indexed: 12/16/2022]
Abstract
Social isolation and conflict due to structural racism may result in human suffering and loneliness across the life span. Given the rising prevalence of these problems in the United States, combined with disruptions experienced during the COVID-19 pandemic, the neurobiology of affiliative behaviors may offer practical solutions to the pressing challenges associated with structural racism. Controlled experiments across species demonstrate that social connections are critical to survival, although strengthening individual resilience is insufficient to address the magnitude and impact of structural racism. In contrast, the multilevel construct of social resilience, defined by the power of groups to cultivate, engage in, and sustain positive relationships that endure and recuperate from social adversities, offers unique insights that may have greater impact, reach, and durability than individual-level interventions. Here, we review putative social resilience-enhancing interventions and, when available, their biological mediators, with the hope to stimulate discovery of novel approaches to mitigate structural racism. We first explore the social neuroscience principles underlying psychotherapy and other psychiatric interventions. Then, we explore translational efforts across species to tailor treatments that increase social resilience, with context and cultural sensitivity in mind. Finally, we conclude with some practical future directions for understudied areas that may be essential for progress in biological psychiatry, including ethical ways to increase representation in research and developing social paradigms that inform dynamics toward or away from socially resilient outcomes.
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23
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Kéri S. Trauma and Remembering: From Neuronal Circuits to Molecules. Life (Basel) 2022; 12:1707. [PMID: 36362862 PMCID: PMC9699199 DOI: 10.3390/life12111707] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 10/23/2022] [Accepted: 10/24/2022] [Indexed: 08/10/2023] Open
Abstract
Individuals with posttraumatic stress disorder (PTSD) experience intrusions of vivid traumatic memories, heightened arousal, and display avoidance behavior. Disorders in identity, emotion regulation, and interpersonal relationships are also common. The cornerstone of PTSD is altered learning, memory, and remembering, regulated by a complex neuronal and molecular network. We propose that the essential feature of successful treatment is the modification of engrams in their unstable state during retrieval. During psychedelic psychotherapy, engrams may show a pronounced instability, which enhances modification. In this narrative review, we outline the clinical characteristics of PTSD, its multifaceted neuroanatomy, and the molecular pathways that regulate memory destabilization and reconsolidation. We propose that psychedelics, acting by serotonin-glutamate interactions, destabilize trauma-related engrams and open the door to change them during psychotherapy.
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Affiliation(s)
- Szabolcs Kéri
- Department of Cognitive Science, Budapest University of Technology and Economics, 1111 Budapest, Hungary; ; Tel.: +36-1463-1273
- National Institute of Mental Health, Neurology, and Neurosurgery, 1145 Budapest, Hungary
- Department of Physiology, Albert Szent-Györgyi Medical School, University of Szeged, 6720 Szeged, Hungary
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24
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Strickland JA, McDannald MA. Brainstem networks construct threat probability and prediction error from neuronal building blocks. Nat Commun 2022; 13:6192. [PMID: 36261515 PMCID: PMC9582012 DOI: 10.1038/s41467-022-34021-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 10/11/2022] [Indexed: 12/24/2022] Open
Abstract
When faced with potential threat we must estimate its probability, respond advantageously, and leverage experience to update future estimates. Threat estimation is the proposed domain of the forebrain, while behaviour is elicited by the brainstem. Yet, the brainstem is also a source of prediction error, a learning signal to acquire and update threat estimates. Neuropixels probes allowed us to record single-unit activity across a 21-region brainstem axis in rats receiving probabilistic fear discrimination with foot shock outcome. Against a backdrop of diffuse behaviour signaling, a brainstem network with a dorsal hub signaled threat probability. Neuronal function remapping during the outcome period gave rise to brainstem networks signaling prediction error and shock on multiple timescales. The results reveal brainstem networks construct threat probability, behaviour, and prediction error signals from neuronal building blocks.
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Affiliation(s)
- Jasmin A Strickland
- Department of Psychology & Neuroscience, Boston College, Chestnut Hill, MA, 02467, USA.
- Department of Psychology, Durham University, Durham, DH1 3LE, UK.
| | - Michael A McDannald
- Department of Psychology & Neuroscience, Boston College, Chestnut Hill, MA, 02467, USA.
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25
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Wroblewski A, Hollandt M, Yang Y, Ridderbusch IC, Pietzner A, Szeska C, Lotze M, Wittchen HU, Heinig I, Pittig A, Arolt V, Koelkebeck K, Rothkopf CA, Adolph D, Margraf J, Lueken U, Pauli P, Herrmann MJ, Winkler MH, Ströhle A, Dannlowski U, Kircher T, Hamm AO, Straube B, Richter J. Sometimes I feel the fear of uncertainty: How intolerance of uncertainty and trait anxiety impact fear acquisition, extinction and the return of fear. Int J Psychophysiol 2022; 181:125-140. [PMID: 36116610 DOI: 10.1016/j.ijpsycho.2022.09.001] [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: 03/02/2022] [Revised: 08/31/2022] [Accepted: 09/06/2022] [Indexed: 11/17/2022]
Abstract
It is hypothesized that the ability to discriminate between threat and safety is impaired in individuals with high dispositional negativity, resulting in maladaptive behavior. A large body of research investigated differential learning during fear conditioning and extinction protocols depending on individual differences in intolerance of uncertainty (IU) and trait anxiety (TA), two closely-related dimensions of dispositional negativity, with heterogenous results. These might be due to varying degrees of induced threat/safety uncertainty. Here, we compared two groups with high vs. low IU/TA during periods of low (instructed fear acquisition) and high levels of uncertainty (delayed non-instructed extinction training and reinstatement). Dependent variables comprised subjective (US expectancy, valence, arousal), psychophysiological (skin conductance response, SCR, and startle blink), and neural (fMRI BOLD) measures of threat responding. During fear acquisition, we found strong threat/safety discrimination for both groups. During early extinction (high uncertainty), the low IU/TA group showed an increased physiological response to the safety signal, resulting in a lack of CS discrimination. In contrast, the high IU/TA group showed strong initial threat/safety discrimination in physiology, lacking discriminative learning on startle, and reduced neural activation in regions linked to threat/safety processing throughout extinction training indicating sustained but non-adaptive and rigid responding. Similar neural patterns were found after the reinstatement test. Taken together, we provide evidence that high dispositional negativity, as indicated here by IU and TA, is associated with greater responding to threat cues during the beginning of delayed extinction, and, thus, demonstrates altered learning patterns under changing environments.
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Affiliation(s)
- Adrian Wroblewski
- Department of Psychiatry and Psychotherapy, Center for Mind, Brain and Behavior - CMBB, Philipps-University Marburg, Germany.
| | - Maike Hollandt
- Department of Psychology, University of Greifswald, Germany
| | - Yunbo Yang
- Department of Psychiatry and Psychotherapy, Center for Mind, Brain and Behavior - CMBB, Philipps-University Marburg, Germany
| | - Isabelle C Ridderbusch
- Department of Psychiatry and Psychotherapy, Center for Mind, Brain and Behavior - CMBB, Philipps-University Marburg, Germany
| | - Anne Pietzner
- Department of Psychology, University of Greifswald, Germany
| | | | - Martin Lotze
- Functional Imaging Unit, Diagnostic Radiology and Neuroradiology of the University Medicine Greifswald, Germany
| | - Hans-Ulrich Wittchen
- Institute of Clinical Psychology and Psychotherapy, Technische Universität Dresden, Germany; Department of Psychiatry and Psychotherapy, University Hospital, Ludwig Maximilians University Munich, Germany
| | - Ingmar Heinig
- Institute of Clinical Psychology and Psychotherapy, Technische Universität Dresden, Germany
| | - Andre Pittig
- Translational Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany
| | - Volker Arolt
- Institute for Translational Psychiatry, University of Münster, Germany
| | - Katja Koelkebeck
- LVR-Hospital Essen, Department of Psychiatry and Psychotherapy, University of Duisburg-Essen, Germany
| | | | - Dirk Adolph
- Mental Health Research and Treatment Center, Ruhr-University Bochum, Germany
| | - Jürgen Margraf
- Mental Health Research and Treatment Center, Ruhr-University Bochum, Germany
| | - Ulrike Lueken
- Center for Mental Health, Department of Psychiatry, Psychosomatics, and Psychotherapy, University Hospital Wuerzburg, Germany; Department of Psychology, Humboldt-Universität zu Berlin, Germany
| | - Paul Pauli
- Department of Psychology I, Biological Psychology, Clinical Psychology, and Psychotherapy, University of Würzburg, Germany
| | - Martin J Herrmann
- Center for Mental Health, Department of Psychiatry, Psychosomatics, and Psychotherapy, University Hospital Wuerzburg, Germany
| | - Markus H Winkler
- Department of Psychology I, Biological Psychology, Clinical Psychology, and Psychotherapy, University of Würzburg, Germany
| | - Andreas Ströhle
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Germany corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin und Berliner Institut für Gesundheitsforschung, Germany
| | - Udo Dannlowski
- Institute for Translational Psychiatry, University of Münster, Germany
| | - Tilo Kircher
- Department of Psychiatry and Psychotherapy, Center for Mind, Brain and Behavior - CMBB, Philipps-University Marburg, Germany
| | - Alfons O Hamm
- Department of Psychology, University of Greifswald, Germany
| | - Benjamin Straube
- Department of Psychiatry and Psychotherapy, Center for Mind, Brain and Behavior - CMBB, Philipps-University Marburg, Germany
| | - Jan Richter
- Department of Psychology, University of Greifswald, Germany
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Fiorio M, Braga M, Marotta A, Villa-Sánchez B, Edwards MJ, Tinazzi M, Barbiani D. Functional neurological disorder and placebo and nocebo effects: shared mechanisms. Nat Rev Neurol 2022; 18:624-635. [PMID: 36075980 DOI: 10.1038/s41582-022-00711-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/04/2022] [Indexed: 11/09/2022]
Abstract
Functional neurological disorder (FND) is characterized by neurological symptoms that cannot be explained by a structural neurological cause. Among the different aetiological models that have been proposed for FND, of note is the Bayesian predictive coding model, which posits that perception relies on top-down cortical predictions (priors) to infer the source of incoming sensory information. This model can also apply to non-pathological experiences, such as placebo and nocebo effects, wherein sensory information is shaped by prior expectations and learning. To date, most studies of the relationship between placebo and nocebo effects and FND have focused on the use of placebos for diagnosis and treatment of FND. Here, we propose that this relationship might go beyond diagnosis and therapy. We develop a framework in which shared cognitive, personality and neuroanatomical factors justify the consideration of a deeper link between FND and placebo and nocebo effects. This new perspective might offer guidance for clarification of the pathogenesis of FND and for the identification of potential biomarkers and therapeutic targets.
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Affiliation(s)
- Mirta Fiorio
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy.
| | - Miriam Braga
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Angela Marotta
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | | | - Mark J Edwards
- Institute of Molecular and Clinical Sciences, St George's University of London, London, UK
| | - Michele Tinazzi
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Diletta Barbiani
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
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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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Lloyd M, Dunn Galvin A, Tang MLK. Measuring the Impact of Food Immunotherapy on Health-Related Quality of Life in Clinical Trials. FRONTIERS IN ALLERGY 2022; 3:941020. [PMID: 35910858 PMCID: PMC9326481 DOI: 10.3389/falgy.2022.941020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 06/24/2022] [Indexed: 11/13/2022] Open
Abstract
Food allergy is a common, and often lifelong, disorder with considerable negative impact on the quality of life of those affected and their families. While several promising immunotherapies for food allergy have either been approved or are in late-phase clinical trials based on demonstrated effectiveness at inducing desensitization, evidence of benefit in terms of improving patient-centered outcomes is inconsistent. Historically, health-related quality of life has not been prioritized as an endpoint in food immunotherapy trials and, even when included, findings have been undermined by methodological limitations of the measurement instruments used and issues with data interpretation. This review highlights the importance of measuring health-related quality of life as an endpoint in food immunotherapy trials and discusses the strengths and limitations of available evidence in this regard, with a focus on the appropriate use of assessment instruments and interpretation of findings. There remains much to learn regarding the impact of food immunotherapies on patient wellbeing, both during treatment and over the longer term. Our aim is to assist clinicians, researchers, policy makers and consumers in their interpretation of the existing literature, and to promote greater scientific rigor in the design and selection of outcome measurement frameworks for future studies evaluating the efficacy of immunotherapy treatments for food allergy.
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Affiliation(s)
- Melanie Lloyd
- Allergy Immunology Group, Murdoch Children's Research Institute, Parkville, VIC, Australia
- School of Public Health and Preventative Medicine, Monash University, Melbourne, VIC, Australia
| | - Audrey Dunn Galvin
- School of Applied Psychology, Cork University Hospital, University College Cork, Cork, Ireland
- Department of Paediatrics and Paediatric Infectious Diseases, Institute of Child's Health, Sechenov First Moscow State Medical University, Moscow, Russia
| | - Mimi L. K. Tang
- Allergy Immunology Group, Murdoch Children's Research Institute, Parkville, VIC, Australia
- Department of Allergy and Immunology, Royal Children's Hospital, Parkville, VIC, Australia
- Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia
- *Correspondence: Mimi L. K. Tang
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29
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Decision-Making under Uncertainty: How Easterners and Westerners Think Differently. Behav Sci (Basel) 2022; 12:bs12040092. [PMID: 35447663 PMCID: PMC9032756 DOI: 10.3390/bs12040092] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 03/23/2022] [Accepted: 03/24/2022] [Indexed: 01/30/2023] Open
Abstract
It has long been known that Easterners exhibit more conservative attitudes, cautiousness behaviors, and self-control ability than Westerners; people in Eastern countries show stronger defensive reactions to societal threats than Western people. Are East Asians really risk averters or do some richer underlying preferences drive their behaviors in their decision-making under uncertainty? To answer this question, we examined the risk and ambiguity attitudes of East Asian populations in both gain and loss domains using classical behavioral economic experimental methods. Based on our sample of university students, we found that Easterners are more risk intolerant but more willing to accept ambiguous conditions than their Westerner counterparts in the gain domain. Perhaps surprisingly, Eastern people and Western people have a similar attitude toward risk and ambiguity in the loss domain. The higher level of risk aversion observed among East Asians may be due to the cultural difference between Western countries and Eastern countries. Historically, such risk aversion may make sense, because it would minimize the influence of numerous ecological and historical threats and socio-political practices. Our findings suggest that models that were designed to analyze and predict aggregate behaviors and markets may be ineffective for Eastern populations, and, in the future, it is of significance to develop appropriate representative agent models from the eastern perspective.
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30
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Kenwood MM, Kalin NH, Barbas H. The prefrontal cortex, pathological anxiety, and anxiety disorders. Neuropsychopharmacology 2022; 47:260-275. [PMID: 34400783 PMCID: PMC8617307 DOI: 10.1038/s41386-021-01109-z] [Citation(s) in RCA: 72] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 07/06/2021] [Accepted: 07/08/2021] [Indexed: 02/07/2023]
Abstract
Anxiety is experienced in response to threats that are distal or uncertain, involving changes in one's subjective state, autonomic responses, and behavior. Defensive and physiologic responses to threats that involve the amygdala and brainstem are conserved across species. While anxiety responses typically serve an adaptive purpose, when excessive, unregulated, and generalized, they can become maladaptive, leading to distress and avoidance of potentially threatening situations. In primates, anxiety can be regulated by the prefrontal cortex (PFC), which has expanded in evolution. This prefrontal expansion is thought to underlie primates' increased capacity to engage high-level regulatory strategies aimed at coping with and modifying the experience of anxiety. The specialized primate lateral, medial, and orbital PFC sectors are connected with association and limbic cortices, the latter of which are connected with the amygdala and brainstem autonomic structures that underlie emotional and physiological arousal. PFC pathways that interface with distinct inhibitory systems within the cortex, the amygdala, or the thalamus can regulate responses by modulating neuronal output. Within the PFC, pathways connecting cortical regions are poised to reduce noise and enhance signals for cognitive operations that regulate anxiety processing and autonomic drive. Specialized PFC pathways to the inhibitory thalamic reticular nucleus suggest a mechanism to allow passage of relevant signals from thalamus to cortex, and in the amygdala to modulate the output to autonomic structures. Disruption of specific nodes within the PFC that interface with inhibitory systems can affect the negative bias, failure to regulate autonomic arousal, and avoidance that characterize anxiety disorders.
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Affiliation(s)
- Margaux M Kenwood
- Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
- Neuroscience Training Program at University of Wisconsin-Madison, Madison, USA
| | - Ned H Kalin
- Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
- Neuroscience Training Program at University of Wisconsin-Madison, Madison, USA
- Wisconsin National Primate Center, Madison, WI, USA
| | - Helen Barbas
- Neural Systems Laboratory, Department of Health Sciences, Boston University, Boston, MA, USA.
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA, USA.
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31
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Reyna VF, Broniatowski DA, Edelson SM. Viruses, Vaccines, and COVID-19: Explaining and Improving Risky Decision-making. JOURNAL OF APPLIED RESEARCH IN MEMORY AND COGNITION 2021; 10:491-509. [PMID: 34926135 PMCID: PMC8668030 DOI: 10.1016/j.jarmac.2021.08.004] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 08/15/2021] [Accepted: 08/20/2021] [Indexed: 12/24/2022]
Abstract
Risky decision-making lies at the center of the COVID-19 pandemic and will determine future viral outbreaks. Therefore, a critical evaluation of major explanations of such decision-making is of acute practical importance. We review the underlying mechanisms and predictions offered by expectancy-value and dual-process theories. We then highlight how fuzzy-trace theory builds on these approaches and provides further insight into how knowledge, emotions, values, and metacognitive inhibition influence risky decision-making through its unique mental representational architecture (i.e., parallel verbatim and gist representations of information). We discuss how social values relate to decision-making according to fuzzy-trace theory, including how categorical gist representations cue core values. Although gist often supports health-promoting behaviors such as vaccination, social distancing, and mask-wearing, why this is not always the case as with status-quo gist is explained, and suggestions are offered for how to overcome the "battle for the gist" as it plays out in social media.
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Affiliation(s)
- Valerie F Reyna
- Human Neuroscience Institute, Center for Behavioral Economics and Decision Research, Cornell University, USA
| | - David A Broniatowski
- Department of Engineering Management and Systems Engineering, Institute for Data, Democracy, and Politics, George Washington University, USA
| | - Sarah M Edelson
- Human Neuroscience Institute, Center for Behavioral Economics and Decision Research, Cornell University, USA
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32
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Bruzsik B, Biro L, Sarosdi KR, Zelena D, Sipos E, Szebik H, Török B, Mikics E, Toth M. Neurochemically distinct populations of the bed nucleus of stria terminalis modulate innate fear response to weak threat evoked by predator odor stimuli. Neurobiol Stress 2021; 15:100415. [PMID: 34765699 PMCID: PMC8572958 DOI: 10.1016/j.ynstr.2021.100415] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 10/26/2021] [Accepted: 10/27/2021] [Indexed: 10/25/2022] Open
Abstract
Anxiety and trauma-related disorders are characterized by significant alterations in threat detection, resulting in inadequate fear responses evoked by weak threats or safety stimuli. Recent research pointed out the important role of the bed nucleus of stria terminalis (BNST) in threat anticipation and fear modulation under ambiguous threats, hence, exaggerated fear may be traced back to altered BNST function. To test this hypothesis, we chemogenetically inhibited specific BNST neuronal populations (corticotropin-releasing hormone - BNSTCRH and somatostatin - BNSTSST expressing neurons) in a predator odor-evoked innate fear paradigm. The rationale for this paradigm was threefold: (1) predatory cues are particularly strong danger signals for all vertebrate species evoking defensive responses on the flight-avoidance-freezing dimension (conservative mechanisms), (2) predator odor can be presented in a scalable manner (from weak to strong), and (3) higher-order processing of olfactory information including predatory odor stimuli is integrated by the BNST. Accordingly, we exposed adult male mice to low and high predatory threats presented by means of cat urine, or low- and high-dose of 2-methyl-2-thiazoline (2MT), a synthetic derivate of a fox anogenital product, which evoked low and high fear response, respectively. Then, we tested the impact of chemogenetic inhibition of BNSTCRH and BNSTSST neurons on innate fear responses using crh- and sst-ires-cre mouse lines. We observed that BNSTSST inhibition was effective only under low threat conditions, resulting in reduced avoidance and increased exploration of the odor source. In contrast, BNSTCRH inhibition had no impact on 2MT-evoked responses, but enhanced fear responses to cat odor, representing an even weaker threat stimulus. These findings support the notion that BNST is recruited by uncertain or remote, potential threats, and CRH and SST neurons orchestrate innate fear responses in complementary ways.
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Affiliation(s)
- Biborka Bruzsik
- Laboratory of Translational Behavioural Neuroscience, Institute of Experimental Medicine, Budapest, Hungary.,Janos Szentagothai Doctoral School of Neurosciences, Semmelweis University, Budapest, Hungary
| | - Laszlo Biro
- Laboratory of Translational Behavioural Neuroscience, Institute of Experimental Medicine, Budapest, Hungary.,Laboratory of Thalamus Research, Institute of Experimental Medicine, Budapest, Hungary
| | - Klara Rebeka Sarosdi
- Laboratory of Translational Behavioural Neuroscience, Institute of Experimental Medicine, Budapest, Hungary
| | - Dora Zelena
- Laboratory of Behavioural and Stress Studies, Institute of Experimental Medicine, Budapest, Hungary.,Center for Neuroscience, Szentágothai Research Center, Institute of Physiology, Medical School, University of Pécs, Pécs, Hungary
| | - Eszter Sipos
- Laboratory of Behavioural and Stress Studies, Institute of Experimental Medicine, Budapest, Hungary
| | - Huba Szebik
- Laboratory of Translational Behavioural Neuroscience, Institute of Experimental Medicine, Budapest, Hungary.,Janos Szentagothai Doctoral School of Neurosciences, Semmelweis University, Budapest, Hungary
| | - Bibiána Török
- Janos Szentagothai Doctoral School of Neurosciences, Semmelweis University, Budapest, Hungary.,Laboratory of Behavioural and Stress Studies, Institute of Experimental Medicine, Budapest, Hungary
| | - Eva Mikics
- Laboratory of Translational Behavioural Neuroscience, Institute of Experimental Medicine, Budapest, Hungary
| | - Mate Toth
- Laboratory of Translational Behavioural Neuroscience, Institute of Experimental Medicine, Budapest, Hungary
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Sakurai T. Social processes and social environment during development. Semin Cell Dev Biol 2021; 129:40-46. [PMID: 34649805 DOI: 10.1016/j.semcdb.2021.09.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Revised: 09/20/2021] [Accepted: 09/28/2021] [Indexed: 12/24/2022]
Abstract
Social behavior involves many processes including cognitive functions. Altered social behaviors associated with many psychiatric disorders might have alterations in the processes. Poor social environment affects development and maturation of cognitive functions that are important for social cognition, possibly introducing social stress as well as vulnerability to the stress into the developing brain. Adolescence and early adulthood have higher sensitivity to social stress, which may be linked to the onset of psychiatric disorders during this time period. Understanding social behavioral processes in detail will be crucial for elucidating mechanisms of emerging the social behavior phenotypes in psychiatric disorders and for devising therapeutic and preventive interventions to introduce the resilience for the onset of psychiatric disorders through modulation of social circuitries.
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Affiliation(s)
- Takeshi Sakurai
- Medical Innovation Center Kyoto University Graduate School of Medicine, 53 ShogoinKawahara-cho, Sakyo-ku, Kyoto 606-8507, Japan; Department of Pathology, Columbia University Vagelos College of Physicians and Surgeons, New York, USA.
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34
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Stress in pregnancy: Clinical and adaptive behavior of offspring following Superstorm Sandy. Dev Psychopathol 2021; 34:1249-1259. [PMID: 34596500 DOI: 10.1017/s0954579421000304] [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] [Indexed: 11/05/2022]
Abstract
The current study investigated 304 children from a longitudinal project (the Stress in Pregnancy (SIP) Study) who were exposed and unexposed to Superstorm Sandy ("Sandy") in utero. They were prospectively followed from 2 to 6 years of age and their clinical and adaptive behaviors were assessed annually. Using a hierarchical linear model, the study found that in utero Sandy exposure was associated with greater clinical (anxiety, depression, and somatization) and lower adaptive behaviors (social skills and functional communication) at age 2 years. However, the trajectories were notably different between the two groups. Anxiety increased more rapidly among the exposed than unexposed group at ages 2-4, and depression increased only among the exposed. In contrast, social skills and functional communication were lower in exposed compared to unexposed children at age 2, but quickly increased and exceeded the capacities of unexposed children by age 3. The findings confirm that prenatal Sandy exposure is not only associated with an increase in anxiety, depression, and somatization in offspring, but also with greater adaptive skills as the children got older. Our study demonstrates that while children who have experienced stress in utero demonstrate elevated suboptimal clinical behaviors related to affective disorders, they nevertheless have the potential to learn adaptive skills.
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35
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Ben-Zion Z, Shany O, Admon R, Keynan NJ, Avisdris N, Balter SR, Shalev AY, Liberzon I, Hendler T. Neural Responsivity to Reward versus Punishment Shortly after Trauma Predicts Long-term Development of Post-Traumatic Stress Symptoms. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2021; 7:150-161. [PMID: 34534702 DOI: 10.1016/j.bpsc.2021.09.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 08/11/2021] [Accepted: 09/01/2021] [Indexed: 12/30/2022]
Abstract
BACKGROUND Processing negative and positive valenced stimuli involve multiple brain regions including the amygdala and ventral striatum (VS). Post-Traumatic Stress Disorder (PTSD) is often associated with hyper-responsivity to negatively valenced, yet recent evidence also points to deficient positive valence functioning. It is yet unclear what is the relative contribution of such opposing valence processing shortly after trauma to the development of chronic PTSD. METHODS Neurobehavioral indicators of motivational positive vs. negative valence sensitivities were longitudinally assessed in 171 adults (87 females, age=34.19±11.47 years) at 1-, 6-, and 14-months following trauma exposure (TP1, TP2, TP3). Using a gambling fMRI paradigm, amygdala and VS functionality (activity and functional connectivity with the prefrontal cortex) in response to rewards vs. punishments were assessed with relation to PTSD severity at different time-points. The effect of valence processing was depicted behaviorally by the amount of risk taken to maximize reward. RESULTS PTSD severity at TP1 was associated with greater neural functionality in the amygdala (but not the VS) towards punishments vs. rewards, and fewer risky choices. PTSD severity at TP3 was associated with decreased neural functionality in both the VS and amygdala towards rewards vs. punishments at TP1 (but not with risky behavior). Explainable machine learning revealed the primacy of VS biased processing, over the amygdala, in predicting PTSD severity at TP3. CONCLUSIONS These results highlight the importance of biased neural responsivity to positive relative to negative motivational outcomes in PTSD development. Novel therapeutic strategies early after trauma may thus target both valence fronts.
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Affiliation(s)
- Ziv Ben-Zion
- Sagol Brain Institute Tel-Aviv, Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel-Aviv, Israel; Sagol School of Neuroscience, Tel-Aviv University, Tel-Aviv, Israel; Yale School of Medicine, Yale University, New Haven, Connecticut, United States; United States Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, VA Connecticut Healthcare System, West Haven, Connecticut, United States
| | - Ofir Shany
- Sagol Brain Institute Tel-Aviv, Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel-Aviv, Israel; School of Psychological Sciences, Faculty of Social Sciences, Tel-Aviv University, Tel-Aviv, Israel
| | - Roee Admon
- School of Psychological Sciences, University of Haifa, Haifa, Israel; The Integrated Brain and Behavior Research Center (IBBRC), University of Haifa, Haifa, Israel
| | - Nimrod Jackob Keynan
- Sagol Brain Institute Tel-Aviv, Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel-Aviv, Israel; Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Netanell Avisdris
- Sagol Brain Institute Tel-Aviv, Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel-Aviv, Israel; School of Computer Science and Engineering, the Hebrew University of Jerusalem, Jerusalem, Israel
| | - Shira Reznik Balter
- Sagol Brain Institute Tel-Aviv, Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel-Aviv, Israel
| | - Arieh Y Shalev
- Department of Psychiatry, NYU Langone Medical Center, New York, NY, USA
| | - Israel Liberzon
- Department of Psychiatry, Texas A&M Health Science Center, TX, USA
| | - Talma Hendler
- Sagol Brain Institute Tel-Aviv, Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel-Aviv, Israel; Sagol School of Neuroscience, Tel-Aviv University, Tel-Aviv, Israel; School of Psychological Sciences, Faculty of Social Sciences, Tel-Aviv University, Tel-Aviv, Israel; Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel.
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I Doubt It Is Safe: A Meta-analysis of Self-reported Intolerance of Uncertainty and Threat Extinction Training. BIOLOGICAL PSYCHIATRY GLOBAL OPEN SCIENCE 2021; 1:171-179. [PMID: 36325301 PMCID: PMC9616306 DOI: 10.1016/j.bpsgos.2021.05.011] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 05/28/2021] [Accepted: 05/29/2021] [Indexed: 02/07/2023] Open
Abstract
Background Intolerance of uncertainty (IU), the tendency to find uncertainty distressing, is an important transdiagnostic dimension in mental health disorders. Higher self-reported IU has been linked to poorer threat extinction training (i.e., the updating of threat to safe associations), a key process that is targeted in exposure-based therapies. However, it remains to be seen whether IU-related effects during threat extinction training are reliably and specifically driven by the IU construct or a particular subcomponent of the IU construct over other self-reported measures of anxiety. Methods A meta-analysis of studies from different laboratories (18 experiments; sample N = 1006) was conducted on associations between different variants of self-reported IU (i.e., 27-item, 12-item, inhibitory, and prospective subscales), trait anxiety, and threat extinction training via skin conductance response. The specificity of IU and threat extinction training was assessed against measures of trait anxiety. Results All the self-reported variants of IU, but not trait anxiety, were associated with threat extinction training via skin conductance response (i.e., continued responding to the old threat cue). Specificity was observed for the majority of self-reported variants of IU over trait anxiety. Conclusions The findings suggest that the IU construct broadly accounts for difficulties in threat extinction training and is specific over other measures of self-reported anxiety. These findings demonstrate the robustness and specificity of IU-related effects during threat extinction training and highlight potential opportunities for translational work to target uncertainty in therapies that rely on threat extinction principles such as exposure therapy.
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[Negative valence systems in the system of research domain criteria : Empirical results and new developments]. DER NERVENARZT 2021; 92:868-877. [PMID: 34351434 DOI: 10.1007/s00115-021-01166-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/25/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND The research domain criteria (RDoC) domain of negative valence systems can be used to subsume long established and recently developed research approaches, which build upon theoretical knowledge and clinical practice of various psychiatric disorders. OBJECTIVE This article outlines how the five constructs within the RDoC domain of negative valence systems can contribute to integrating empirical studies into a coherent and differentiated biopsychosocial model. MATERIAL AND METHODS This is a qualitative review article that summarizes empirical results and discusses new developments on the basis of exemplary studies and selected reviews. RESULTS AND DISCUSSION The RDoC domain of negative valence systems differentiates in three constructs the time horizon, in which persons need to adequately react to (1) acute, (2) potential, and (3) sustained threats elicited by negative stimuli or situations. These three constructs can be outlined relatively well with specific experimental paradigms and neuronal circuits. Two further constructs focus on the negative consequences of (4) losses and (5) frustrative non-rewards. The former seems to be currently relatively diffusely defined whereas the latter is clearly circumscribed by its relation to specific forms of aggression. Behavioral, physiological, and neuronal reactions to acute and potential threats can be well compared between humans and animals and can be specified with the help of mathematical models. These models can contribute to a better understanding of how healthy and diseased persons process negative stimuli or situations.
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Intolerance of uncertainty is associated with heightened responding in the prefrontal cortex during cue-signalled uncertainty of threat. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2021; 22:88-98. [PMID: 34312816 PMCID: PMC8791867 DOI: 10.3758/s13415-021-00932-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 07/09/2021] [Indexed: 11/28/2022]
Abstract
Heightened responding to uncertain threat is considered a hallmark of anxiety disorder pathology. We sought to determine whether individual differences in self-reported intolerance of uncertainty (IU), a key transdiagnostic dimension in anxiety-related pathology, underlies differential recruitment of neural circuitry during cue-signalled uncertainty of threat (n = 42). In an instructed threat of shock task, cues signalled uncertain threat of shock (50%) or certain safety from shock. Ratings of arousal and valence, skin conductance response (SCR), and functional magnetic resonance imaging were acquired. Overall, participants displayed greater ratings of arousal and negative valence, SCR, and amygdala activation to uncertain threat versus safe cues. IU was not associated with greater arousal ratings, SCR, or amygdala activation to uncertain threat versus safe cues. However, we found that high IU was associated with greater ratings of negative valence and greater activity in the medial prefrontal cortex and dorsomedial rostral prefrontal cortex to uncertain threat versus safe cues. These findings suggest that during cue-signalled uncertainty of threat, individuals high in IU rate uncertain threat as aversive and engage prefrontal cortical regions known to be involved in safety-signalling and conscious threat appraisal. Taken together, these findings highlight the potential of IU in modulating safety-signalling and conscious appraisal mechanisms in situations with cue-signalled uncertainty of threat, which may be relevant to models of anxiety-related pathology.
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Morriss J, Zuj DV, Mertens G. The role of intolerance of uncertainty in classical threat conditioning: Recent developments and directions for future research. Int J Psychophysiol 2021; 166:116-126. [PMID: 34097936 DOI: 10.1016/j.ijpsycho.2021.05.011] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 05/14/2021] [Accepted: 05/31/2021] [Indexed: 11/25/2022]
Abstract
Intolerance of uncertainty (IU), the tendency to find uncertainty aversive, is an important transdiagnostic dimension in mental health disorders. Over the last decade, there has been a surge of research on the role of IU in classical threat conditioning procedures, which serve as analogues to the development, treatment, and relapse of anxiety, obsessive-compulsive, and trauma- and stressor-related disorders. This review provides an overview of the existing literature on IU in classical threat conditioning procedures. The review integrates findings based on the shared or discrete parameters of uncertainty embedded within classical threat conditioning procedures. Under periods of unexpected uncertainty, where threat and safety contingencies change, high IU, over other self-reported measures of anxiety, is specifically associated with poorer threat extinction learning and retention, as well as overgeneralisation. Under periods of estimation and expected uncertainty, where the parameters of uncertainty are being learned or have been learned, such as threat acquisition training and avoidance learning, the findings are mixed for IU. These findings provide evidence that individual differences in IU play a significant role in maintaining learned fear and anxiety, particularly under volatile environments. Recommendations for future research are outlined, with discussion focusing on how parameters of uncertainty can be better defined to capture how IU is involved in the maintenance of learned fear and anxiety. Such work will be crucial for understanding the role of IU in neurobiological models of uncertainty-based maintenance of fear and anxiety and inform translational work aiming to improve the diagnosis and treatment of relevant psychopathology.
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Affiliation(s)
- Jayne Morriss
- Centre for Integrative Neuroscience and Neurodynamics, School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK
| | - Daniel V Zuj
- Experimental Psychopathology Lab, Department of Psychology, Swansea University, Swansea, UK
| | - Gaëtan Mertens
- Department of Medical and Clinical Psychology, Tilburg University, Tilburg, the Netherlands.
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Nilsonne G, Tamm S, Golkar A, Olsson A, Sörman K, Howner K, Kristiansson M, Ingvar M, Petrovic P. Oxazepam and cognitive reappraisal: A randomised experiment. PLoS One 2021; 16:e0249065. [PMID: 33886568 PMCID: PMC8061924 DOI: 10.1371/journal.pone.0249065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 03/10/2021] [Indexed: 11/18/2022] Open
Abstract
Background Cognitive reappraisal is a strategy for emotional regulation, important in the context of anxiety disorders. It is not known whether anxiolytic effects of benzodiazepines affect cognitive reappraisal. Aims We aimed to investigate the effect of 25 mg oxazepam on cognitive reappraisal. Methods In a preliminary investigation, 33 healthy male volunteers were randomised to oxazepam or placebo, and then underwent an experiment where they were asked to use cognitive reappraisal to upregulate or downregulate their emotional response to images with negative or neutral emotional valence. We recorded unpleasantness ratings, skin conductance, superciliary corrugator muscle activity, and heart rate. Participants completed rating scales measuring empathy (Interpersonal Reactivity Index, IRI), anxiety (State-Trait Anxiety Inventory, STAI), alexithymia (Toronto Alexithymia Scale-20, TAS-20), and psychopathy (Psychopathy Personality Inventory-Revised, PPI-R). Results Upregulation to negative-valence images in the cognitive reappraisal task caused increased unpleasantness ratings, corrugator activity, and heart rate compared to downregulation. Upregulation to both negative- and neutral-valence images caused increased skin conductance responses. Oxazepam caused lower unpleasantness ratings to negative-valence stimuli, but did not interact with reappraisal instruction on any outcome. Self-rated trait empathy was associated with stronger responses to negative-valence stimuli, whereas self-rated psychopathic traits were associated with weaker responses to negative-valence stimuli. Conclusions While 25 mg oxazepam caused lower unpleasantness ratings in response to negative-valence images, we did not observe an effect of 25 mg oxazepam on cognitive reappraisal.
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Affiliation(s)
- Gustav Nilsonne
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Psychology, Stockholm University, Stockholm, Sweden
- * E-mail:
| | - Sandra Tamm
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Psychology, Stockholm University, Stockholm, Sweden
- Department of Psychology, University of Oxford, Oxford, England
| | - Armita Golkar
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Andreas Olsson
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Karolina Sörman
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Katarina Howner
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | | | - Martin Ingvar
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Predrag Petrovic
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
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41
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Norbury A, Brinkman H, Kowalchyk M, Monti E, Pietrzak RH, Schiller D, Feder A. Latent cause inference during extinction learning in trauma-exposed individuals with and without PTSD. Psychol Med 2021; 52:1-12. [PMID: 33682653 DOI: 10.1017/s0033291721000647] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Problems in learning that sights, sounds, or situations that were once associated with danger have become safe (extinction learning) may explain why some individuals suffer prolonged psychological distress following traumatic experiences. Although simple learning models have been unable to provide a convincing account of why this learning fails, it has recently been proposed that this may be explained by individual differences in beliefs about the causal structure of the environment. METHODS Here, we tested two competing hypotheses as to how differences in causal inference might be related to trauma-related psychopathology, using extinction learning data collected from clinically well-characterised individuals with varying degrees of post-traumatic stress (N = 56). Model parameters describing individual differences in causal inference were related to multiple post-traumatic stress disorder (PTSD) and depression symptom dimensions via network analysis. RESULTS Individuals with more severe PTSD were more likely to assign observations from conditioning and extinction stages to a single underlying cause. Specifically, greater re-experiencing symptom severity was associated with a lower likelihood of inferring that multiple causes were active in the environment. CONCLUSIONS We interpret these results as providing evidence of a primary deficit in discriminative learning in participants with more severe PTSD. Specifically, a tendency to attribute a greater diversity of stimulus configurations to the same underlying cause resulted in greater uncertainty about stimulus-outcome associations, impeding learning both that certain stimuli were safe, and that certain stimuli were no longer dangerous. In the future, better understanding of the role of causal inference in trauma-related psychopathology may help refine cognitive therapies for these disorders.
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Affiliation(s)
- Agnes Norbury
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Hannah Brinkman
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Mary Kowalchyk
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Elisa Monti
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Robert H Pietrzak
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- United States Department of Veterans Affairs, National Center for Posttraumatic Stress Disorder, Clinical Neurosciences Division, VA Connecticut Healthcare System, West Haven, CT, USA
| | - Daniela Schiller
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Adriana Feder
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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