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Ming X, Luo G, Wang J, Dou H, Li H, Lei Y. Integrating behavioral and neurophysiological insights: High trait anxiety enhances observational fear learning. Neuroimage 2025; 307:121037. [PMID: 39828068 DOI: 10.1016/j.neuroimage.2025.121037] [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: 05/08/2024] [Revised: 01/15/2025] [Accepted: 01/16/2025] [Indexed: 01/22/2025] Open
Abstract
Observational fear learning delineates the process by which individuals learn about potential threats through observing others' reactions. Prior research indicates that individuals with high trait anxiety (HTA) manifest pronounced fear responses in direct fear learning scenarios. However, the specific influence of trait anxiety on observational fear learning remains insufficiently explored. This study aimed to fill this gap by examining 64 university students, divided equally between those with HTA and low trait anxiety (LTA), selected from an initial pool of 483 participants. Participants were subjected to observational fear learning tasks, and their behavioral responses, physiological reactions, and brain activations were recorded. Results demonstrated that HTA participants exhibited differentiated skin conductance responses to threat and safety stimuli during the observational fear acquisition phase, notwithstanding prior assurances against shock delivery. Furthermore, during the direct test phase, HTA participants reported significantly elevated fear and shock expectancy ratings for both types of stimuli, in contrast to their LTA counterparts. Neuroimaging data, derived via functional near-infrared spectroscopy (fNIRS) revealed heightened medial prefrontal cortex activation in HTA participants when directly facing threats. This study systematically explores the influence of high trait anxiety on observational fear learning, uncovering that HTA individuals exhibit excessive fear responses. These findings highlight the critical role of trait anxiety as a significant risk factor in the development of anxiety disorders.
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Affiliation(s)
- Xianchao Ming
- School of Psychology, South China Normal University, Guangzhou, 510631, China; Institute for Brain and Psychological Sciences, Sichuan Normal University, Chengdu 610066, China
| | - Ganzhong Luo
- Institute for Brain and Psychological Sciences, Sichuan Normal University, Chengdu 610066, China
| | - Jinxia Wang
- Institute for Brain and Psychological Sciences, Sichuan Normal University, Chengdu 610066, China
| | - Haoran Dou
- Institute for Brain and Psychological Sciences, Sichuan Normal University, Chengdu 610066, China
| | - Hong Li
- School of Psychology, South China Normal University, Guangzhou, 510631, China; Institute for Brain and Psychological Sciences, Sichuan Normal University, Chengdu 610066, China
| | - Yi Lei
- Institute for Brain and Psychological Sciences, Sichuan Normal University, Chengdu 610066, China.
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2
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Kitamura T, Ramesh K, Terranova JI. Understanding Others' Distress Through Past Experiences: The Role of Memory Engram Cells in Observational Fear. ADVANCES IN NEUROBIOLOGY 2024; 38:215-234. [PMID: 39008018 DOI: 10.1007/978-3-031-62983-9_12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
Abstract
For individuals to survive and function in society, it is essential that they recognize, interact with, and learn from other conspecifics. Observational fear (OF) is the well-conserved empathic ability of individuals to understand the other's aversive situation. While it is widely known that factors such as prior similar aversive experience and social familiarity with the demonstrator facilitate OF, the neural circuit mechanisms that explicitly regulate experience-dependent OF (Exp OF) were unclear. In this review, we examine the neural circuit mechanisms that regulate OF, with an emphasis on rodent models, and then discuss emerging evidence for the role of fear memory engram cells in the regulation of Exp OF. First, we examine the neural circuit mechanisms that underlie Naive OF, which is when an observer lacks prior experiences relevant to OF. In particular, the anterior cingulate cortex to basolateral amygdala (BLA) neural circuit is essential for Naive OF. Next, we discuss a recent study that developed a behavioral paradigm in mice to examine the neural circuit mechanisms that underlie Exp OF. This study found that fear memory engram cells in the BLA of observers, which form during a prior similar aversive experience with shock, are reactivated by ventral hippocampal neurons in response to shock delivery to the familiar demonstrator to elicit Exp OF. Finally, we discuss the implications of fear memory engram cells in Exp OF and directions of future research that are of both translational and basic interest.
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Affiliation(s)
- Takashi Kitamura
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, USA.
- Department of Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX, USA.
- Peter O'Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center, Dallas, TX, USA.
| | - Kritika Ramesh
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, USA
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3
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Olsen K, Selbing I. Social learning and the adaptiveness of expressing and perceiving fearfulness. Behav Brain Sci 2023; 46:e74. [PMID: 37154360 DOI: 10.1017/s0140525x22001820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
The fearful ape hypothesis revolves around our ability to express and perceive fearfulness. Here, we address these abilities from a social learning perspective which casts fearfulness in a slightly different light. Our commentary argues that any theory that characterizes a (human) social signal as being adaptive, needs to address the role of social learning as an alternative candidate explanation.
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Affiliation(s)
- Karsten Olsen
- Interacting Minds Centre, Aarhus University, Aarhus C 8000, Denmark
| | - Ida Selbing
- Interacting Minds Centre, Aarhus University, Aarhus C 8000, Denmark
- Department of Psychology, Karolinska Institutet, 171 65Solna, Sweden ; www.emotionlab.se
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Dou H, Lei Y, Pan Y, Li H, Astikainen P. Impact of observational and direct learning on fear conditioning generalization in humans. Prog Neuropsychopharmacol Biol Psychiatry 2023; 121:110650. [PMID: 36181957 DOI: 10.1016/j.pnpbp.2022.110650] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 09/12/2022] [Accepted: 09/25/2022] [Indexed: 11/28/2022]
Abstract
Humans gain knowledge about threats not only from their own experiences but also from observing others' behavior. A neutral stimulus is associated with a threat stimulus for several times and the neutral stimulus will evoke fear responses, which is known as fear conditioning. When encountering a new event that is similar to one previously associated with a threat, one may feel afraid and produce fear responses. This is called fear generalization. Previous studies have mostly focused on fear conditioning and generalization based on direct learning, but few have explored how observational fear learning affects fear conditioning and generalization. To the best of our knowledge, no previous study has focused on the neural correlations of fear conditioning and generalization based on observational learning. In the present study, 58 participants performed a differential conditioning paradigm in which they learned the associations between neutral cues (i.e., geometric figures) and threat stimuli (i.e., electric shock). The learning occurred on their own (i.e., direct learning) and by observing other participant's responses (i.e., observational learning); the study used a within-subjects design. After each learning condition, a fear generalization paradigm was conducted by each participant independently while their behavioral responses (i.e., expectation of a shock) and electroencephalography (EEG) recordings or responses were recorded. The shock expectancy ratings showed that observational learning, compared to direct learning, reduced the differentiation between the conditioned threatening stimuli and safety stimuli and the increased shock expectancy to the generalization stimuli. The EEG indicated that in fear learning, threatening conditioned stimuli in observational and direct learning increased early discrimination (P1) and late motivated attention (late positive potential [LPP]), compared with safety conditioned stimuli. In fear generalization, early discrimination, late motivated attention, and orienting attention (alpha-event-related desynchronization [alpha-ERD]) to generalization stimuli were reduced in the observational learning condition. These findings suggest that compared to direct learning, observational learning reduces differential fear learning and increases the generalization of fear, and this might be associated with reduced discrimination and attentional function related to generalization stimuli.
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Affiliation(s)
- Haoran Dou
- Institute for Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China; Department of Psychology, University of Jyväskylä, Jyväskylä, Finland
| | - Yi Lei
- Institute for Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China.
| | - Yafeng Pan
- Department of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou, China
| | - Hong Li
- Institute for Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China; School of Psychology, South China Normal University, Guangzhou, China
| | - Piia Astikainen
- Department of Psychology, University of Jyväskylä, Jyväskylä, Finland
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Learning about threat from friends and strangers is equally effective: An fMRI study on observational fear conditioning. Neuroimage 2022; 263:119648. [PMID: 36162633 DOI: 10.1016/j.neuroimage.2022.119648] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 08/31/2022] [Accepted: 09/22/2022] [Indexed: 11/24/2022] Open
Abstract
Humans often benefit from social cues when learning about the world. For instance, learning about threats from others can save the individual from dangerous first-hand experiences. Familiarity is believed to increase the effectiveness of social learning, but it is not clear whether it plays a role in learning about threats. Using functional magnetic resonance imaging, we undertook a naturalistic approach and investigated whether there was a difference between observational fear learning from friends and strangers. Participants (observers) witnessed either their friends or strangers (demonstrators) receiving aversive (shock) stimuli paired with colored squares (observational learning stage). Subsequently, participants watched the same squares, but without receiving any shocks (direct-expression stage). We observed a similar pattern of brain activity in both groups of observers. Regions related to threat responses (amygdala, anterior insula, anterior cingulate cortex) and social perception (fusiform gyrus, posterior superior temporal sulcus) were activated during the observational phase, possibly reflecting the emotional contagion process. The anterior insula and anterior cingulate cortex were also activated during the subsequent stage, indicating the expression of learned threat. Because there were no differences between participants observing friends and strangers, we argue that social threat learning is independent of the level of familiarity with the demonstrator.
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Correlation between laboratory-based vicarious threat learning and emotional disorder symptom dimensions. J Behav Ther Exp Psychiatry 2022; 74:101696. [PMID: 34678632 DOI: 10.1016/j.jbtep.2021.101696] [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: 01/01/2021] [Revised: 08/30/2021] [Accepted: 10/07/2021] [Indexed: 11/21/2022]
Abstract
BACKGROUND AND OBJECTIVES Vicarious threat conditioning abnormalities are theorized to confer vulnerability to a wide range of emotional problems. We tested two different conceptual models of this non-specificity. First, hypersensitivity to socially conditioned danger cues might predict standing on a general internalizing dimension that represents commonalities among various forms of anxiety and depression. Second, this hypersensitivity might predict specific symptom clusters, such as panic or social anxiety. METHODS We examined university students' (N = 150) defensive responses during a vicarious threat conditioning task in relation to both broad and specific components of the internalizing domain. RESULTS Vicarious conditioning was successful, such that participants exhibited larger subjective and skin conductance responses during their first direct encounters with threatening, as compared to nonthreatening, conditioned stimuli. But, contrary to hypotheses, individual differences in this threat learning process were not robustly correlated with any internalizing dimension. LIMITATIONS The threat value of the conditioned stimuli was readily apparent, possibly limiting individual differences in defensive responding and, in turn, the correlations between conditioned responses and symptom dimensions. Also, results may differ in clinical populations. CONCLUSIONS Our findings suggest that the association between vicarious threat learning and emotional disorder risk-whether it is conceptualized in terms of broad symptom dimensions that span many categorical diagnoses or more fine-grain symptom processes-is weaker than previously believed, at least in this population. Data, analysis code, and stimulus materials are available at https://osf.io/m3xst/.
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Atlas LY, Sandman CF, Phelps EA. Rating expectations can slow aversive reversal learning. Psychophysiology 2021; 59:e13979. [PMID: 34837385 PMCID: PMC8810599 DOI: 10.1111/psyp.13979] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 10/24/2021] [Accepted: 11/03/2021] [Indexed: 12/01/2022]
Abstract
The process of learning allows organisms to develop predictions about outcomes in the environment, and learning is sensitive to both simple associations and higher order knowledge. However, it is unknown whether consciously attending to expectations shapes the learning process itself. Here, we directly tested whether rating expectations shapes arousal during classical conditioning. Participants performed an aversive learning paradigm wherein one image (CS+) was paired with shock on 50% of trials, while a second image (CS-) was never paired with shock. Halfway through the task, contingencies reversed. One group of participants rated the probability of upcoming shock on each trial, while the other group made no online ratings. We measured skin conductance response (SCR) evoked in response to the CS and used traditional analyses as well as quantitative models of reinforcement learning to test whether rating expectations influenced arousal and aversive reversal learning. Participants who provided online expectancy ratings displayed slower learning based on a hybrid model of adaptive learning and reduced reversal of SCR relative to those who did not rate expectations. Mediation analysis revealed that the effect of associative learning on SCR could be fully explained through its effects on subjective expectancy within the group who provided ratings. This suggests that the act of rating expectations reduces the speed of learning, likely through changes in attention, and that expectations directly influence arousal. Our findings indicate that higher order expectancy judgments can alter associative learning.
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Affiliation(s)
- Lauren Y Atlas
- National Center for Complementary and Integrative Health, National Institutes of Health, Bethesda, Maryland, USA.,National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland, USA.,National Institutes on Drug Abuse, National Institutes of Health, Baltimore, Maryland, USA
| | - Christina F Sandman
- Department of Psychology, University of California, Los Angeles, California, USA
| | - Elizabeth A Phelps
- Department of Psychology, Harvard University, Cambridge, Massachusetts, USA
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Skversky-Blocq Y, Haaker J, Shechner T. Watch and Learn: Vicarious Threat Learning across Human Development. Brain Sci 2021; 11:brainsci11101345. [PMID: 34679409 PMCID: PMC8533719 DOI: 10.3390/brainsci11101345] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 10/04/2021] [Accepted: 10/08/2021] [Indexed: 12/21/2022] Open
Abstract
Vicarious threat learning is an important pathway in learning about safety and danger in the environment and is therefore critical for survival. It involves learning by observing another person's (the demonstrator) fearful responses to threat and begins as early as infancy. The review discusses the literature on vicarious threat learning and infers how this learning pathway may evolve over human development. We begin by discussing the methods currently being used to study observational threat learning in the laboratory. Next, we focus on the social factors influencing vicarious threat learning; this is followed by a review of vicarious threat learning among children and adolescents. Finally, we examine the neural mechanisms underpinning vicarious threat learning across human development. To conclude, we encourage future research directions that will help elucidate how vicarious threat learning emerges and how it relates to the development of normative fear and pathological anxiety.
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Affiliation(s)
- Yael Skversky-Blocq
- School of Psychological Sciences and the Integrated Brain and Behavior Research Center, University of Haifa, Haifa 3498838, Israel;
| | - Jan Haaker
- Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany;
| | - Tomer Shechner
- School of Psychological Sciences and the Integrated Brain and Behavior Research Center, University of Haifa, Haifa 3498838, Israel;
- Correspondence:
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García-Moreno JA, Cañadas-Pérez F, García-García J, Roldan-Tapia MD. Cognitive Reserve and Anxiety Interactions Play a Fundamental Role in the Response to the Stress. Front Psychol 2021; 12:673596. [PMID: 34539485 PMCID: PMC8446200 DOI: 10.3389/fpsyg.2021.673596] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Accepted: 08/03/2021] [Indexed: 12/21/2022] Open
Abstract
The aims of the present study were to assess the possible interaction between Cognitive Reserve (CR) and State Anxiety (SA) on adrenocortical and physiological responses in coping situations. Forty healthy, middle-aged men completed the Cognitive Reserve Scale and the State-Trait Anxiety Inventory. We used an Observational Fear Conditioning (OFC) paradigm in order to assess emotional learning and to induce stress. Electrodermal activity (EDA) and salivary cortisol concentrations were measured throughout the conditions. Our results indicate that those who indicated having higher state anxiety showed a lower capacity for learning the contingency, along with presenting higher salivary cortisol peak response following the observational fear-conditioning paradigm. The most prominent finding was the interaction between cognitive reserve and state anxiety on cortisol response to the post observational fear-conditioning paradigm. Thus, those who showed a high anxiety-state and, at the same time, a high cognitive reserve did not present an increased salivary cortisol response following the observational fear-conditioning paradigm. Given these results, we postulate that the state anxiety reported by participants, reflects emotional activation that hinders the attention needed to process and associate emotional stimuli. However, cognitive reserve has an indirect relation with conditioning, enabling better emotional learning. In this context, cognitive reserve demonstrated a protective effect on hormonal response in coping situations, when reported anxiety or emotional activation were high. These findings suggest that cognitive reserve could be used as a tool to deal with the effects of stressors in life situations, limiting development of the allostatic load.
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Affiliation(s)
- Jose A García-Moreno
- CERNEP Research Center, University of Almeria, Almería, Spain.,CEINSAUAL Research Center, University of Almeria, Almería, Spain
| | - Fernando Cañadas-Pérez
- CERNEP Research Center, University of Almeria, Almería, Spain.,CEINSAUAL Research Center, University of Almeria, Almería, Spain
| | | | - María D Roldan-Tapia
- CERNEP Research Center, University of Almeria, Almería, Spain.,CEINSAUAL Research Center, University of Almeria, Almería, Spain
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10
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Silvers JA, Callaghan BL, VanTieghem M, Choy T, O'Sullivan K, Tottenham N. An exploration of amygdala-prefrontal mechanisms in the intergenerational transmission of learned fear. Dev Sci 2020; 24:e13056. [PMID: 33103280 DOI: 10.1111/desc.13056] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Revised: 10/12/2020] [Accepted: 10/13/2020] [Indexed: 11/30/2022]
Abstract
Humans learn about their environments by observing others, including what to fear and what to trust. Observational fear learning may be especially important early in life when children turn to their parents to gather information about their world. Yet, the vast majority of empirical research on fear learning in youth has thus far focused on firsthand classical conditioning, which may fail to capture one of the primary means by which fears are acquired during development. To address this gap in the literature, the present study examined observational fear learning in youth (n = 33; age range: 6-17 years) as they watched videos of their parent and an "unfamiliar parent" (i.e., another participant's parent) undergo fear conditioning. Youth demonstrated stronger fear learning when observing their parent compared to an unfamiliar parent, as indicated by changes in their self-reported liking of the stimuli to which their parents were conditioned (CS+, a geometric shape paired with an aversive noise; CS-, a geometric shape never paired with an aversive noise) and amygdala responses. Parent trait anxiety was associated with youth learning better (i.e., reporting a stronger preference for the CS- relative to CS+), and exhibiting stronger medial prefrontal-amygdala connectivity. Neuroimaging data were additionally acquired from a subset of parents during firsthand conditioning, and parental amygdala and mPFC activation were associated with youth's neural recruitment. Together, these results suggest that youth preferentially learn fears via observation of their parents, and this learning is associated with emotional traits and neural recruitment in parents.
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Affiliation(s)
- Jennifer A Silvers
- Department of Psychology, University of California-Los Angeles, Los Angeles, CA, USA
| | - Bridget L Callaghan
- Department of Psychology, University of California-Los Angeles, Los Angeles, CA, USA
| | | | - Tricia Choy
- Graduate School of Education, University of California-Riverside, Riverside, CA, USA
| | | | - Nim Tottenham
- Department of Psychology, Columbia University, New York, NY, USA
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Szczepanik M, Kaźmierowska AM, Michałowski JM, Wypych M, Olsson A, Knapska E. Observational learning of fear in real time procedure. Sci Rep 2020; 10:16960. [PMID: 33046817 PMCID: PMC7550349 DOI: 10.1038/s41598-020-74113-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 09/07/2020] [Indexed: 11/09/2022] Open
Abstract
Learning to avoid threats often occurs by observing others. Most previous research on observational fear learning (OFL) in humans has used pre-recorded standardized video of an actor and thus lacked ecological validity. Here, we aimed to enhance ecological validity of the OFL by engaging participants in a real-time observational procedure (35 pairs of healthy male friends, age 18-27). One of the participants watched the other undergo a differential fear conditioning task, in which a conditioned stimulus (CS+) was paired with an aversive electric shock and another stimulus (CS-) was always safe. Subsequently, the CS+ and CS- were presented to the observer to test the OFL. While the friend's reactions to the shock elicited strong skin conductance responses (SCR) in all observers, subsequent differential SCRs (CS+ > CS-) were found only when declarative knowledge of the CS+/US contingency (rated by the participants) was acquired. Contingency-aware observers also showed elevated fear potentiated startle responses during both CS+ and CS- compared to baseline. We conclude that our real-time procedure can be effectively used to study OFL. The procedure allowed for dissecting two components of the OFL: an automatic emotional reaction to the response of the demonstrator and learning about stimulus contingency.
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Affiliation(s)
- Michał Szczepanik
- Laboratory of Brain Imaging, Nencki Institute of Experimental Biology of Polish Academy of Sciences, 3 Pasteur Str., 02-093, Warsaw, Poland.,Laboratory of Emotions Neurobiology, BRAINCITY-Centre of Excellence for Neural Plasticity and Brain Disorders, Nencki Institute of Experimental Biology of Polish Academy of Sciences, 3 Pasteur Str., 02-093, Warsaw, Poland
| | - Anna M Kaźmierowska
- Laboratory of Brain Imaging, Nencki Institute of Experimental Biology of Polish Academy of Sciences, 3 Pasteur Str., 02-093, Warsaw, Poland.,Laboratory of Emotions Neurobiology, BRAINCITY-Centre of Excellence for Neural Plasticity and Brain Disorders, Nencki Institute of Experimental Biology of Polish Academy of Sciences, 3 Pasteur Str., 02-093, Warsaw, Poland
| | - Jarosław M Michałowski
- SWPS University of Social Sciences and Humanities, 10 Kutrzeby Str., 61-719, Poznan, Poland
| | - Marek Wypych
- Laboratory of Brain Imaging, Nencki Institute of Experimental Biology of Polish Academy of Sciences, 3 Pasteur Str., 02-093, Warsaw, Poland
| | - Andreas Olsson
- Division of Psychology, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Ewelina Knapska
- Laboratory of Emotions Neurobiology, BRAINCITY-Centre of Excellence for Neural Plasticity and Brain Disorders, Nencki Institute of Experimental Biology of Polish Academy of Sciences, 3 Pasteur Str., 02-093, Warsaw, Poland.
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