1
|
Harnett NG, Merrill LC, Fani N. Racial and ethnic socioenvironmental inequity and neuroimaging in psychiatry: a brief review of the past and recommendations for the future. Neuropsychopharmacology 2024:10.1038/s41386-024-01901-7. [PMID: 38902354 DOI: 10.1038/s41386-024-01901-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 06/04/2024] [Accepted: 06/05/2024] [Indexed: 06/22/2024]
Abstract
Neuroimaging is a major tool that holds immense translational potential for understanding psychiatric disorder phenomenology and treatment. However, although epidemiological and social research highlights the many ways inequity and representativeness influences mental health, there is a lack of consideration of how such issues may impact neuroimaging features in psychiatric research. More specifically, the potential extent to which racialized inequities may affect underlying neurobiology and impact the generalizability of neural models of disorders is unclear. The present review synthesizes research focused on understanding the potential consequences of racial/ethnic inequities relevant to neuroimaging in psychiatry. We first discuss historical and contemporary drivers of inequities that persist today. We then discuss the neurobiological consequences of these inequities as revealed through current research, and note emergent research demonstrating the impact such inequities have on our ability to use neuroimaging to understand psychiatric disease. We end with a set of recommendations and practices to move the field towards more equitable approaches that will advance our abilities to develop truly generalizable neurobiological models of psychiatric disorders.
Collapse
Affiliation(s)
- Nathaniel G Harnett
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA.
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
| | - Livia C Merrill
- Department of Psychology, University of Houston, Houston, TX, USA
| | - Negar Fani
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| |
Collapse
|
2
|
Boehme S, Herrmann MJ, Mühlberger A. Good moments to stimulate the brain - A randomized controlled double-blinded study on anodal transcranial direct current stimulation of the ventromedial prefrontal cortex on two different time points in a two-day fear conditioning paradigm. Behav Brain Res 2024; 460:114804. [PMID: 38103872 DOI: 10.1016/j.bbr.2023.114804] [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: 08/19/2022] [Revised: 11/30/2023] [Accepted: 12/06/2023] [Indexed: 12/19/2023]
Abstract
It is assumed that extinction learning is a suitable model for understanding the mechanisms underlying exposure therapy. Furthermore, there is evidence that non-invasive brain stimulation (NIBS) can elevate extinction learning by enhancing frontal brain activity and therefore NIBS can augment symptom reduction during exposure therapy in phobias. But, the underlying processes are still not well established. Open questions arise from NIBS time points and electrode placement, among others. Therefore, we investigated in a 2-day fear conditioning experiment, whether anodal transcranial direct current stimulation (tDCS) of the ventromedial prefrontal cortex (vmPFC) modulates either fear memory consolidation or dampened fear reaction during fear extinction. Sixty-six healthy participants were randomly assigned either to a group that received tDCS after fear acquisition (and before fear memory consolidation), to a group that received tDCS directly before fear extinction, or to a control group that never received active stimulation (sham). Differential skin conductance response (SCR) to CS+ vs. CS- was significantly decreased in both tDCS-groups compared to sham group. Our region of interest, the vmPFC, was stimulated best focally with a lateral anode position and a cathode on the contralateral side. But this comes along with a slightly lateral stimulation of vmPFC depending on whether anode is placed left or right. To avoid unintended effects of stimulated sides the two electrode montages (anode left or right) were mirror-inverted which led to differential effects in SCR and electrocortical (mainly late positive potential [LPP]) data in our exploratory analyses. Results indicated that tDCS-timing is relevant for fear reactions via disturbed fear memory consolidation as well as fear expression, and this depends on whether vmPFC is stimulated with either left- or right-sided anode electrode montage. Electrocortical data can shed more light on the underlying neural correlates and exaggerated LPP seems to be associated with disturbed fear memory consolidation and dampened SCR to CS+ vs. CS-, but solely in the right anode electrode montage. Further open questions addressing where and when to stimulate the prefrontal brain in the course of augmenting fear extinction are raised.
Collapse
Affiliation(s)
- Stephanie Boehme
- Department of Psychology, Chair for Clinical Psychology and Psychotherapy, Technische Universität Chemnitz, Wilhelm-Raabe-Straße 43, D-09120 Chemnitz, Germany; Department of Psychology, Clinical Psychology and Psychotherapy, University of Regensburg, Universitätsstraße 31, D-93053 Regensburg, Germany.
| | - Martin J Herrmann
- Center of Mental Health, Dept. of Psychiatry, Psychosomatics, and Psychotherapy, University Hospital of Wuerzburg, Margarete-Hoeppel-Platz 1, D-97080 Wuerzburg, Germany
| | - Andreas Mühlberger
- Department of Psychology, Clinical Psychology and Psychotherapy, University of Regensburg, Universitätsstraße 31, D-93053 Regensburg, Germany
| |
Collapse
|
3
|
Quintero MJ, Morís J, López FJ. Evaluating the effects of counterconditioning, novelty-facilitated, and standard extinction on the spontaneous recovery of threat expectancy and conditioned stimulus valence. Q J Exp Psychol (Hove) 2024; 77:14-28. [PMID: 36912231 DOI: 10.1177/17470218231165373] [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] [Indexed: 03/14/2023]
Abstract
Extinction training has proved effective to diminish the expectancy of the aversive unconditioned stimulus (US). However, the negative valence of the conditioned stimulus (CS) may still stay intact. In fact, several studies have suggested that the CS negative valence may be a factor that promotes the return of fear. Our study focuses on the role of changes in the CS valence as a potential mechanism to reduce the spontaneous recovery of threat expectancies. To do that, we evaluated counterconditioning (CC), a technique aimed to reduce the CS negative valence by paring it with a positive stimulus and compared its efficacy to that of a novelty-facilitated extinction (NFE) and a standard extinction interventions. Using a 2-day protocol, participants first learned the relationship between a figure and an aversive sound, using a differential conditioning paradigm, and were then randomly assigned to one of three different groups. For the CC group, CS+ or cue A was paired with a positive US. The standard extinction group was exposed to cue A alone. For a third NFE group, cue A was followed by a neutral US. Finally, on the second day, spontaneous recovery was tested. Our findings did not provide evidence to suggest that CC could be more effective to prevent or reduce the return of threat expectancies or influence valence ratings when compared with NFE and standard extinction.
Collapse
Affiliation(s)
- María J Quintero
- Departamento de Psicología Básica, Facultad de Psicología y Logopedia, Universidad de Málaga, Málaga, Spain
- Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain
| | - Joaquín Morís
- Departamento de Psicología Básica, Facultad de Psicología y Logopedia, Universidad de Málaga, Málaga, Spain
- Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain
- Departamento de Psicología Evolutiva y de la Educación, Facultad de Psicología, Universidad de Granada, Granada, Spain
| | - Francisco J López
- Departamento de Psicología Básica, Facultad de Psicología y Logopedia, Universidad de Málaga, Málaga, Spain
- Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain
| |
Collapse
|
4
|
Dymond S, Xia W, Lloyd K, Schlund MW, Zuj DV. Working hard to avoid: Fixed-ratio response effort and maladaptive avoidance in humans. Q J Exp Psychol (Hove) 2023; 76:1889-1912. [PMID: 36112817 DOI: 10.1177/17470218221127660] [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] [Indexed: 07/20/2023]
Abstract
Maladaptive avoidance of safe stimuli is a defining feature of anxiety and related disorders. Avoidance may involve physical effort or the completion of a fixed series of responses to prevent occurrence of, or cues associated with, the aversive event. Understanding the role of response effort in the acquisition and extinction of avoidance may facilitate the development of new clinical treatments for maladaptive avoidance. Despite this, little is known about the impact of response effort on extinction-resistant avoidance in humans. Here, we describe findings from two laboratory-based treatment studies designed to investigate the impact of high and low response effort on the extinction (Experiment 1) and return (Experiment 2) of avoidance. Response effort was operationalised as completion of fixed-ratio (FR) reinforcement schedules for both danger and safety cues in a multi-cue avoidance paradigm with behavioural, self-report, and physiology measures. Completion of the FR response requirements cancelled upcoming shock presentations following danger cues and had no impact on the consequences that followed safety cues. Both experiments found persistence of high response-effort avoidance across danger and safety cues and sustained (Experiment 1) and reinstated (Experiment 2) levels of fear and threat expectancy. Skin conductance responses evoked by all cues were similar across experiments. The present findings and paradigm have implications for translational research on maladaptive anxious coping and treatment development.
Collapse
Affiliation(s)
- Simon Dymond
- School of Psychology, Swansea University, Swansea, UK
- Department of Psychology, Reykjavík University, Reykjavík, Iceland
| | - Weike Xia
- School of Psychology, Swansea University, Swansea, UK
| | - Keith Lloyd
- Swansea University Medical School, Swansea University, Swansea, UK
| | - Michael W Schlund
- Department of Psychology, Georgia State University, Atlanta, GA, USA
| | - Daniel V Zuj
- School of Psychology, Swansea University, Swansea, UK
- School of Psychological Sciences, University of Tasmania, Launceston, TAS, Australia
| |
Collapse
|
5
|
Newsome P, Ruiz SG, Gold AL, Pine DS, Abend R. Fear-potentiated startle reveals diminished threat extinction in pathological anxiety. Int J Psychophysiol 2023; 183:81-91. [PMID: 36442665 PMCID: PMC9812922 DOI: 10.1016/j.ijpsycho.2022.11.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 10/13/2022] [Accepted: 11/18/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Major theories propose that perturbed threat learning is central to pathological anxiety, but empirical support is inconsistent. Failures to detect associations with anxiety may reflect limitations in quantifying conditioned responses to anticipated threat, and hinder translation of theory into empirical work. In prior work, we could not detect threat-specific anxiety effects on states of conditioned threat using psychophysiology in a large sample of patients and healthy comparisons. Here, we examine the utility of an alternative fear potentiated startle (FPS) scoring in revealing associations between anxiety and threat conditioning and extinction in this dataset. Secondary analyses further explored associations among conditioned threat responses, subcortical morphometry, and treatment outcomes. METHODS Youths and adults with anxiety disorders and healthy comparisons (n = 306; 178 female participants; 8-50 years) previously completed a well-validated differential threat learning paradigm. FPS and skin conductance response (SCR) quantified psychophysiological responses during threat conditioning and extinction. In this report, we examined normalizing raw FPS scores to intertrial intervals (ITI) to address challenges in more common approaches to FPS scoring which could mask group effects. Secondary analyses examined associations between FPS and subcortical morphometry and with response to exposure-based cognitive behavioral therapy in a subsample of patients. RESULTS Patients and comparisons showed comparable differential threat conditioning using FPS and SCR. While SCR suggested comparable extinction between groups, FPS revealed stronger retention of threat contingency during extinction in individuals with anxiety disorders. Extinction indexed with FPS was not associated with age, morphometry, or anxiety treatment outcome. CONCLUSION ITI-normalized FPS may have utility in detecting difficulties in extinguishing conditioned threat responses in anxiety. These findings provide support for extinction theories of anxiety and encourage continued research on aberrant extinction in pathological anxiety.
Collapse
Affiliation(s)
- Philip Newsome
- Emotion and Development Branch, National Institute of Mental Health (NIMH), National Institutes of Health, Bethesda, MD, USA
| | - Sonia G Ruiz
- Department of Psychology, Yale University, New Haven, CT, USA
| | - Andrea L Gold
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Daniel S Pine
- Emotion and Development Branch, National Institute of Mental Health (NIMH), National Institutes of Health, Bethesda, MD, USA
| | - Rany Abend
- Baruch Ivcher School of Psychology, Reichman University, Israel.
| |
Collapse
|
6
|
Sjouwerman R, Illius S, Kuhn M, Lonsdorf TB. A data multiverse analysis investigating non-model based SCR quantification approaches. Psychophysiology 2022; 59:e14130. [PMID: 35780077 DOI: 10.1111/psyp.14130] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 03/11/2022] [Accepted: 04/28/2022] [Indexed: 11/30/2022]
Abstract
Electrodermal signals are commonly used outcome measures in research on arousal, emotion, and habituation. Recently, we reported on heterogeneity in skin conductance response quantification approaches and its impact on replicability. Here we provide complementary work focusing on within-approach heterogeneity of specifications for skin conductance response quantification. We focus on heterogeneity within the baseline-correction approach (BLC) which appeared as particularly heterogeneous-for instance with respect to the pre-CS baseline window duration, the start, and end of the peak detection window. We systematically scrutinize the robustness of results when applying different BLC approach specifications to one representative pre-existing data set (N = 118) in a (partly) pre-registered study. We report high agreement between different BLC approaches for US and CS+ trials, but moderate to poor agreement for CS- trials. Furthermore, a specification curve of the main effect of CS discrimination during fear acquisition training from all potential and reasonable combinations of specifications (N = 150) and a prototypical trough-to-peak (TTP) approach indicates that resulting effect sizes are largely comparable. A second specification curve (N = 605 specific combinations) highlights a strong impact of different transformation types. Crucially, however, we show that BLC approaches often misclassify the peak value-particularly for CS- trials, leading to stimulus-specific biases and challenges for post-processing and replicability of CS discrimination across studies applying different approaches. Lastly, we investigate how negative skin conductance values in BLC, appearing most frequently for CS- (CS- > CS+ > US), correspond to values in TTP quantification. We discuss the results considering prospects and challenges of the multiverse approach and future directions.
Collapse
Affiliation(s)
- Rachel Sjouwerman
- Institute for Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Experimental Health Psychology, Maastricht University, Maastricht, The Netherlands
| | - Sabrina Illius
- Institute for Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- ICAN Institute for Cognitive and Affective Neuroscience, Medical School Hamburg, Hamburg, Germany
| | - Manuel Kuhn
- Institute for Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Psychiatry, Harvard Medical School, Center for Depression, Anxiety and Stress, Research, McLean Hospital, Belmont, Massachusetts, USA
| | - Tina B Lonsdorf
- Institute for Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| |
Collapse
|
7
|
Abend R, Burk D, Ruiz SG, Gold AL, Napoli JL, Britton JC, Michalska KJ, Shechner T, Winkler AM, Leibenluft E, Pine DS, Averbeck BB. Computational modeling of threat learning reveals links with anxiety and neuroanatomy in humans. eLife 2022; 11:66169. [PMID: 35473766 PMCID: PMC9197395 DOI: 10.7554/elife.66169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Accepted: 04/25/2022] [Indexed: 11/29/2022] Open
Abstract
Influential theories implicate variations in the mechanisms supporting threat learning in the severity of anxiety symptoms. We use computational models of associative learning in conjunction with structural imaging to explicate links among the mechanisms underlying threat learning, their neuroanatomical substrates, and anxiety severity in humans. We recorded skin-conductance data during a threat-learning task from individuals with and without anxiety disorders (N=251; 8-50 years; 116 females). Reinforcement-learning model variants quantified processes hypothesized to relate to anxiety: threat conditioning, threat generalization, safety learning, and threat extinction. We identified the best-fitting models for these processes and tested associations among latent learning parameters, whole-brain anatomy, and anxiety severity. Results indicate that greater anxiety severity related specifically to slower safety learning and slower extinction of response to safe stimuli. Nucleus accumbens gray-matter volume moderated learning-anxiety associations. Using a modeling approach, we identify computational mechanisms linking threat learning and anxiety severity and their neuroanatomical substrates.
Collapse
Affiliation(s)
- Rany Abend
- Emotion and Development Branch, National Institute of Mental Health, Bethesda, United States
| | - Diana Burk
- Laboratory of Neuropsychology, National Institute of Mental Health, Bethesda, United States
| | - Sonia G Ruiz
- Emotion and Development Branch, National Institute of Mental Health, Bethesda, United States
| | - Andrea L Gold
- Department of Psychiatry and Human Behavior, Brown University, Providence, United States
| | - Julia L Napoli
- Laboratory of Neuropsychology, National Institute of Mental Health, Bethesda, United States
| | - Jennifer C Britton
- Department of Psychology, University of Miami, Coral Gables, United States
| | - Kalina J Michalska
- Department of Psychology, University of California, Riverside, Riverside, United States
| | - Tomer Shechner
- Psychology Department, University of Haifa, Haifa, Israel
| | - Anderson M Winkler
- Emotion and Development Branch, National Institute of Mental Health, Bethesda, United States
| | - Ellen Leibenluft
- Emotion and Development Branch, National Institute of Mental Health, Bethesda, United States
| | - Daniel S Pine
- Emotion and Development Branch, National Institute of Mental Health, Besthesda, United States
| | - Bruno B Averbeck
- Laboratory of Neuropsychology, National Institute of Mental Health, Bethesda, United States
| |
Collapse
|
8
|
Morrison KE, Stenson AF, Marx-Rattner R, Carter S, Michopoulos V, Gillespie CF, Powers A, Huang W, Kane MA, Jovanovic T, Bale TL. Developmental Timing of Trauma in Women Predicts Unique Extracellular Vesicle Proteome Signatures. Biol Psychiatry 2022; 91:273-282. [PMID: 34715991 PMCID: PMC9219961 DOI: 10.1016/j.biopsych.2021.08.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 08/05/2021] [Accepted: 08/05/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND Exposure to traumatic events is a risk factor for negative physical and mental health outcomes. However, the underlying biological mechanisms that perpetuate these lasting effects are not known. METHODS We investigated the impact and timing of sexual trauma, a specific type of interpersonal violence, experienced during key developmental windows of childhood, adolescence, or adulthood on adult health outcomes and associated biomarkers, including circulating cell-free mitochondrial DNA levels and extracellular vesicles (EVs), in a predominantly Black cohort of women (N = 101). RESULTS Significant changes in both biomarkers examined, circulating cell-free mitochondrial DNA levels and EV proteome, were specific to developmental timing of sexual trauma. Specifically, we identified a large number of keratin-related proteins from EVs unique to the adolescent sexual trauma group. Remarkably, the majority of these keratin proteins belong to a 17q21 gene cluster, which suggests a potential local epigenetic regulatory mechanism altered by adolescent trauma to impact keratinocyte EV secretion or its protein cargo. These results, along with changes in fear-potentiated startle and skin conductance detected in these women, suggest that sexual violence experienced during the specific developmental window of adolescence may involve unique programming of the skin, the body's largest stress organ. CONCLUSIONS Together, these descriptive studies provide novel insight into distinct biological processes altered by trauma experienced during specific developmental windows. Future studies will be required to mechanistically link these biological processes to health outcomes.
Collapse
Affiliation(s)
- Kathleen E Morrison
- Department of Pharmacology and Center for Epigenetic Research in Child Health and Brain Development, University of Maryland School of Medicine, Baltimore, Maryland
| | - Anaïs F Stenson
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, Michigan
| | - Ruth Marx-Rattner
- Department of Pharmacology and Center for Epigenetic Research in Child Health and Brain Development, University of Maryland School of Medicine, Baltimore, Maryland
| | - Sierra Carter
- Department of Psychology, Georgia State University, Atlanta, Georgia
| | - Vasiliki Michopoulos
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, Georgia
| | - Charles F Gillespie
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, Georgia
| | - Abigail Powers
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, Georgia
| | - Weiliang Huang
- Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy, Baltimore, Maryland
| | - Maureen A Kane
- Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy, Baltimore, Maryland
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, Michigan
| | - Tracy L Bale
- Department of Pharmacology and Center for Epigenetic Research in Child Health and Brain Development, University of Maryland School of Medicine, Baltimore, Maryland.
| |
Collapse
|
9
|
Su S, Deng J, Yuan K, Gong Y, Zhang Y, Li H, Cao K, Huang X, Lin X, Wu P, Xue Y, Bao Y, Shi J, Shi L, Lu L. Continuous theta-burst stimulation over the right dorsolateral prefrontal cortex disrupts fear memory reconsolidation in humans. iScience 2022; 25:103614. [PMID: 35106462 PMCID: PMC8786637 DOI: 10.1016/j.isci.2021.103614] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 08/13/2021] [Accepted: 12/09/2021] [Indexed: 11/23/2022] Open
Abstract
Continuous theta-burst stimulation (cTBS), a non-invasive brain stimulation technique, can induce long-lasting changes in synaptic plasticity, vital for memory reconsolidation. For this study, a total of 170 participants completed four experiments by a randomized controlled design. Succeeding fear conditioning, the subjects received cTBS over the right dorsolateral prefrontal cortex (dlPFC) or vertex (control) with or without exposure to the conditioned stimulus to reactivate the original fear memory, and then underwent fear response tests. Compared with cTBS over the vertex and without memory reactivation, only cTBS over the right dlPFC after reactivation decreased the fear response for both recent and remote fear memories. This procedure was effective only during the reconsolidation window. The disruptive effect of cTBS over the right dlPFC on fear memory reconsolidation was delay-dependent. These findings demonstrate that cTBS time-dependently and delay-dependently prevents the return of fear and may have clinical potential for treating fear-related disorders.
Collapse
Affiliation(s)
- Sizhen Su
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), 51 HuayuanBei Road, Beijing 100191, China
| | - Jiahui Deng
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), 51 HuayuanBei Road, Beijing 100191, China
| | - Kai Yuan
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), 51 HuayuanBei Road, Beijing 100191, China
| | - Yimiao Gong
- Peking-Tsinghua Center for Life Sciences and PKU-IDG/McGovern Institute for Brain Research, Peking University, Beijing 100191, China
| | - Yuxin Zhang
- Peking-Tsinghua Center for Life Sciences and PKU-IDG/McGovern Institute for Brain Research, Peking University, Beijing 100191, China
| | - Hui Li
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), 51 HuayuanBei Road, Beijing 100191, China
| | - Kexin Cao
- National Institute on Drug Dependence and Beijing Key Laboratory of Drug Dependence, Peking University, Beijing 100191, China
| | - Xiaolin Huang
- Savaid Medical School, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiao Lin
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), 51 HuayuanBei Road, Beijing 100191, China
| | - Ping Wu
- National Institute on Drug Dependence and Beijing Key Laboratory of Drug Dependence, Peking University, Beijing 100191, China
| | - Yanxue Xue
- National Institute on Drug Dependence and Beijing Key Laboratory of Drug Dependence, Peking University, Beijing 100191, China
| | - Yanping Bao
- National Institute on Drug Dependence and Beijing Key Laboratory of Drug Dependence, Peking University, Beijing 100191, China
| | - Jie Shi
- National Institute on Drug Dependence and Beijing Key Laboratory of Drug Dependence, Peking University, Beijing 100191, China
| | - Le Shi
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), 51 HuayuanBei Road, Beijing 100191, China
| | - Lin Lu
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), 51 HuayuanBei Road, Beijing 100191, China
- Peking-Tsinghua Center for Life Sciences and PKU-IDG/McGovern Institute for Brain Research, Peking University, Beijing 100191, China
- National Institute on Drug Dependence and Beijing Key Laboratory of Drug Dependence, Peking University, Beijing 100191, China
| |
Collapse
|
10
|
Vinberg K, Rosén J, Kastrati G, Ahs F. Whole brain correlates of individual differences in skin conductance responses during discriminative fear conditioning to social cues. eLife 2022; 11:69686. [PMID: 36413209 PMCID: PMC9721615 DOI: 10.7554/elife.69686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 11/21/2022] [Indexed: 11/23/2022] Open
Abstract
Understanding the neural basis for individual differences in the skin conductance response (SCR) during discriminative fear conditioning may inform on our understanding of autonomic regulation in fear-related psychopathology. Previous region-of-interest (ROI) analyses have implicated the amygdala in regulating conditioned SCR, but whole brain analyses are lacking. This study examined correlations between individual differences in SCR during discriminative fear conditioning to social stimuli and neural activity throughout the brain, by using data from a large functional magnetic resonance imaging study of twins (N = 285 individuals). Results show that conditioned SCR correlates with activity in the dorsal anterior cingulate cortex/anterior midcingulate cortex, anterior insula, bilateral temporoparietal junction, right frontal operculum, bilateral dorsal premotor cortex, right superior parietal lobe, and midbrain. A ROI analysis additionally showed a positive correlation between amygdala activity and conditioned SCR in line with previous reports. We suggest that the observed whole brain correlates of SCR belong to a large-scale midcingulo-insular network related to salience detection and autonomic-interoceptive processing. Altered activity within this network may underlie individual differences in conditioned SCR and autonomic aspects of psychopathology.
Collapse
Affiliation(s)
- Kevin Vinberg
- Department of Psychology and Social Work, Mid Sweden UniversityÖstersundSweden
| | - Jörgen Rosén
- Department of Psychology and Social Work, Mid Sweden UniversityÖstersundSweden,Department of Psychology, Uppsala UniversityUppsalaSweden
| | - Granit Kastrati
- Department of Psychology and Social Work, Mid Sweden UniversityÖstersundSweden,Department of Clinical Neuroscience, Karolinska InstitutetStockholmSweden
| | - Fredrik Ahs
- Department of Psychology and Social Work, Mid Sweden UniversityÖstersundSweden
| |
Collapse
|
11
|
Lipp OV, Luck CC, Waters AM. The absence of differential electrodermal responding in the second half of acquisition does not indicate the absence of fear learning. Psychophysiology 2021; 59:e13982. [PMID: 34846758 DOI: 10.1111/psyp.13982] [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: 05/12/2021] [Revised: 11/10/2021] [Accepted: 11/15/2021] [Indexed: 11/30/2022]
Abstract
Many contemporary studies of human fear conditioning exclude participants who fail to show differential electrodermal responding during late stages of acquisition training, deeming them to be non-Learners. The current study examined whether non-Learners, defined as those who fail to show larger electrodermal first interval responses to CS+ than to CS- in the second half of acquisition, show differential electrodermal responding early during acquisition or during extinction or evidence of fear-learning on other measures, including rated CS valence and contingency report. In a sample of 351 participants who completed a standard differential fear-conditioning paradigm that employed electrodermal first and second interval responses (FIR, SIR), continuous CS evaluations, and post-experimental contingency reports to assess fear-learning, 74 participants were identified as non-Learners. These non-Learners displayed overall smaller electrodermal responses but showed evidence for differential conditioning during acquisition in electrodermal FIR (block1) and SIR (blocks 2-3) and in CS evaluations during acquisition (blocks 2-4) and extinction (blocks 1-4). Fifty-nine non-Learners correctly reported the contingencies. A lack of differential electrodermal first interval responding during the second half of acquisition does not indicate the absence of fear-learning. Rather, this criterion appears to capture participants who exhibit low physiological arousal and performance decrements toward the end of acquisition. Applying criteria based on "end of acquisition" electrodermal responding to determine "non-learning" results in the exclusion of participants who display fear-learning at other experimental stages or in other measures.
Collapse
Affiliation(s)
- Ottmar V Lipp
- School of Psychology and Counselling, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Camilla C Luck
- School of Population Health, Curtin University, Perth, Western Australia, Australia
| | - Allison M Waters
- School of Applied Psychology, Griffith University, Nathan, Queensland, Australia
| |
Collapse
|
12
|
Bottary R, Seo J, Daffre C, Gazecki S, Moore KN, Kopotiyenko K, Dominguez JP, Gannon K, Lasko NB, Roth B, Milad MR, Pace-Schott EF. Fear extinction memory is negatively associated with REM sleep in insomnia disorder. Sleep 2021; 43:5717136. [PMID: 31993652 DOI: 10.1093/sleep/zsaa007] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2019] [Revised: 01/04/2020] [Indexed: 11/15/2022] Open
Abstract
STUDY OBJECTIVES Formation and maintenance of fear-extinction memories are disrupted in post-traumatic stress disorder (PTSD) and anxiety disorders. Sleep contributes to emotional memory consolidation and emotion regulation. Insomnia disorder (ID) is characterized by persistent sleep disturbance as well as rapid eye movement (REM) sleep abnormalities and often precedes or develops in parallel with PTSD and anxiety disorders. Here, we explore the impact of chronic poor sleep and sleep immediately following fear conditioning and extinction learning on preservation of extinction memories. METHODS Twenty-four ID age- and sex-matched to 24 healthy, good sleeper controls (GS) completed up to 2 weeks of habitual sleep monitoring with daily sleep-wake diaries and actigraphy, and then participated in a two-session fear conditioning, extinction learning and extinction recall procedure. Fear Conditioning and Extinction Learning occurred during session 1, followed by Extinction Recall approximately 24 hours later. Skin-conductance responses (SCR) and shock expectancies were recorded throughout all experimental phases to evaluate associative learning and memory. Overnight sleep between sessions 1 and 2 was recorded using ambulatory polysomnography. RESULTS ID showed greater physiological reactivity during Fear Conditioning. REM sleep physiology was associated with poorer extinction memory in ID but better extinction memory in GS. CONCLUSION REM sleep physiology may differentially support emotional memory retention and expression in ID and GS. In the former, REM may enhance retention of fear memories, while in the later, REM may enhance the expression of extinction memories.
Collapse
Affiliation(s)
- Ryan Bottary
- Department of Psychiatry, Massachusetts General Hospital, Charlestown, MA
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA
- Department of Psychology and Neuroscience, Boston College, Chestnut Hill, MA
| | - Jeehye Seo
- Department of Psychiatry, Massachusetts General Hospital, Charlestown, MA
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA
- Department of Psychiatry, Harvard Medical School, Boston, MA
| | - Carolina Daffre
- Department of Psychiatry, Massachusetts General Hospital, Charlestown, MA
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA
| | - Samuel Gazecki
- Department of Psychiatry, Massachusetts General Hospital, Charlestown, MA
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA
| | - Kylie N Moore
- Department of Psychiatry, Massachusetts General Hospital, Charlestown, MA
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA
- Center for Systems Neuroscience, Boston University, Boston, MA
| | | | - Jarrod P Dominguez
- Department of Psychiatry, Massachusetts General Hospital, Charlestown, MA
| | - Karen Gannon
- Department of Neurology, Massachusetts General Hospital, Boston, MA
| | - Natasha B Lasko
- Department of Psychiatry, Massachusetts General Hospital, Charlestown, MA
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA
- Department of Psychiatry, Harvard Medical School, Boston, MA
| | - Brittainy Roth
- Department of Psychiatry, Harvard Medical School, Boston, MA
| | | | - Edward F Pace-Schott
- Department of Psychiatry, Massachusetts General Hospital, Charlestown, MA
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA
- Department of Psychiatry, Harvard Medical School, Boston, MA
| |
Collapse
|
13
|
Unconditioned response to an aversive stimulus as predictor of response to conditioned fear and safety: A cross-species study. Behav Brain Res 2021; 402:113105. [PMID: 33417995 DOI: 10.1016/j.bbr.2020.113105] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 11/23/2020] [Accepted: 12/23/2020] [Indexed: 12/12/2022]
Abstract
Safety signals predict the non-occurrence of an aversive event, thereby inhibiting fear responses. Previous research has shown that conditioned safety learning is impaired in patients suffering from post-traumatic stress disorder (PTSD). Using a translational approach, the present study aimed to investigate whether individual responses to an aversive unconditioned stimulus (US) in rats (basic science), non-traumatized (pre-clinical) or traumatized humans (clinical) predicts their response to a conditioned fear or safety stimulus. Using three different archival datasets, the unconditioned response (UCR) to the US during fear or safety conditioning was assessed in rats, non-traumatized humans, and trauma-exposed humans. The response to learned fear (CS+; context) and safety (CS-) was measured by the modulation of the startle response (rats, traumatized humans) or skin conductance response (non-traumatized humans). Our results showed that all groups with low UCR and those with high UCR from the rodent or non-traumatized human samples displayed lower fear response to the CS- than to the CS+ . Traumatized humans with high UCR showed similarly high responses to the CS+ and CS-. While all groups showed a positive association between the UCR and CS+ response, the UCR correlated positively with the CS- response in traumatized humans only. Our findings suggest that an elevated response to aversive stimuli predicts deficits in conditioned safety memory in those at risk for trauma-related disorders and confirms that impaired safety learning could be a valid biomarker for these diseases.
Collapse
|
14
|
Rockstroh BS, McTeague LM. Psychophysiological approaches to understanding the impact of trauma exposure. Psychophysiology 2020; 57:e13497. [PMID: 31833088 DOI: 10.1111/psyp.13497] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 10/18/2019] [Accepted: 10/19/2019] [Indexed: 12/14/2022]
Affiliation(s)
| | - Lisa M McTeague
- Department of Psychiatry & Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
| |
Collapse
|
15
|
Sperl MFJ, Wroblewski A, Mueller M, Straube B, Mueller EM. Learning dynamics of electrophysiological brain signals during human fear conditioning. Neuroimage 2020; 226:117569. [PMID: 33221446 DOI: 10.1016/j.neuroimage.2020.117569] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 09/13/2020] [Accepted: 11/10/2020] [Indexed: 12/19/2022] Open
Abstract
Electrophysiological studies in rodents allow recording neural activity during threats with high temporal and spatial precision. Although fMRI has helped translate insights about the anatomy of underlying brain circuits to humans, the temporal dynamics of neural fear processes remain opaque and require EEG. To date, studies on electrophysiological brain signals in humans have helped to elucidate underlying perceptual and attentional processes, but have widely ignored how fear memory traces evolve over time. The low signal-to-noise ratio of EEG demands aggregations across high numbers of trials, which will wash out transient neurobiological processes that are induced by learning and prone to habituation. Here, our goal was to unravel the plasticity and temporal emergence of EEG responses during fear conditioning. To this end, we developed a new sequential-set fear conditioning paradigm that comprises three successive acquisition and extinction phases, each with a novel CS+/CS- set. Each set consists of two different neutral faces on different background colors which serve as CS+ and CS-, respectively. Thereby, this design provides sufficient trials for EEG analyses while tripling the relative amount of trials that tap into more transient neurobiological processes. Consistent with prior studies on ERP components, data-driven topographic EEG analyses revealed that ERP amplitudes were potentiated during time periods from 33-60 ms, 108-200 ms, and 468-820 ms indicating that fear conditioning prioritizes early sensory processing in the brain, but also facilitates neural responding during later attentional and evaluative stages. Importantly, averaging across the three CS+/CS- sets allowed us to probe the temporal evolution of neural processes: Responses during each of the three time windows gradually increased from early to late fear conditioning, while long-latency (460-730 ms) electrocortical responses diminished throughout fear extinction. Our novel paradigm demonstrates how short-, mid-, and long-latency EEG responses change during fear conditioning and extinction, findings that enlighten the learning curve of neurophysiological responses to threat in humans.
Collapse
Affiliation(s)
- Matthias F J Sperl
- Department of Psychology, Personality Psychology and Assessment, University of Marburg, 35032 Marburg, Germany; Department of Psychology, Clinical Psychology and Psychotherapy, University of Giessen, 35394 Giessen, Germany.
| | - Adrian Wroblewski
- Department of Psychiatry and Psychotherapy, Translational Neuroimaging Marburg, University of Marburg, 35039 Marburg, Germany.
| | - Madeleine Mueller
- Department of Psychiatry and Psychotherapy, Translational Neuroimaging Marburg, University of Marburg, 35039 Marburg, Germany; Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany.
| | - Benjamin Straube
- Department of Psychiatry and Psychotherapy, Translational Neuroimaging Marburg, University of Marburg, 35039 Marburg, Germany.
| | - Erik M Mueller
- Department of Psychology, Personality Psychology and Assessment, University of Marburg, 35032 Marburg, Germany.
| |
Collapse
|
16
|
Sevinc G, Greenberg J, Hölzel BK, Gard T, Calahan T, Brunsch V, Hashmi JA, Vangel M, Orr SP, Milad MR, Lazar SW. Hippocampal circuits underlie improvements in self-reported anxiety following mindfulness training. Brain Behav 2020; 10:e01766. [PMID: 32700828 PMCID: PMC7507558 DOI: 10.1002/brb3.1766] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 04/28/2020] [Accepted: 07/04/2020] [Indexed: 12/13/2022] Open
Abstract
INTRODUCTION Mindfulness meditation has successfully been applied to cultivate skills in self-regulation of emotion, as it employs the unbiased present moment awareness of experience. This heightened attention to and awareness of sensory experience has been postulated to create an optimal therapeutic exposure condition and thereby improve extinction learning. We recently demonstrated increased connectivity in hippocampal circuits during the contextual retrieval of extinction memory following mindfulness training. METHODS Here, we examine the role of structural changes in hippocampal subfields following mindfulness training in a randomized controlled longitudinal study using a two-day fear-conditioning and extinction protocol. RESULTS We demonstrate an association between mindfulness training-related increases in subiculum and decreased hippocampal connectivity to lateral occipital regions during contextual retrieval of extinguished fear. Further, we demonstrate an association between decreased connectivity and decreases in self-reported anxiety following mindfulness training. CONCLUSIONS The results highlight the role of the subiculum in gating interactions with contextual stimuli during memory retrieval and, also, the mechanisms through which mindfulness training may foster resilience.
Collapse
Affiliation(s)
- Gunes Sevinc
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jonathan Greenberg
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Britta K Hölzel
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.,Department of Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Tim Gard
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Thomas Calahan
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Vincent Brunsch
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Javeria A Hashmi
- Department of Anesthesia, Pain Management & Perioperative Medicine, Dalhousie University, Halifax, NS, Canada
| | - Mark Vangel
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Scott P Orr
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Mohammed R Milad
- Psychiatry Department, New York University Grossman School of Medicine, New York, NY, USA
| | - Sara W Lazar
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
17
|
Zuj DV, Xia W, Lloyd K, Vervliet B, Dymond S. Negative reinforcement rate and persistent avoidance following response-prevention extinction. Behav Res Ther 2020; 133:103711. [PMID: 32829190 DOI: 10.1016/j.brat.2020.103711] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 07/18/2020] [Accepted: 08/10/2020] [Indexed: 12/14/2022]
Abstract
Persistent avoidance may be influenced by prior negative reinforcement rate (i.e., how effective the response is at controlling threat). In clinical settings, the effectiveness of extinction-based methods for treating anxiety-related avoidance may be impacted by prior reinforcement rate. Here, we conducted a laboratory-based treatment study to investigate the persistence of avoidance following response-prevention extinction (RPE) when prior avoidance had been differentially effective at cancelling shock. Participants in three negative reinforcement rate groups (100%, 50%, and 0%) completed a validated avoidance conditioning paradigm involving Pavlovian fear extinction, RPE, and re-extinction phases. It was hypothesised that partially reinforced avoidance would lead to diminished resistance to fear extinction following response prevention, compared to continuously- or never-reinforced avoidance. Persistent avoidance was related to prior negative reinforcement rate, with higher rates more resistant to extinction. These findings illustrate the role of reinforcement rate in the persistence of avoidance and may aid understanding of treatment relapse.
Collapse
Affiliation(s)
- Daniel V Zuj
- Experimental Psychopathology Lab, Department of Psychology, Swansea University, Singleton Campus, Swansea, SA2 8PP, United Kingdom
| | - Weike Xia
- Experimental Psychopathology Lab, Department of Psychology, Swansea University, Singleton Campus, Swansea, SA2 8PP, United Kingdom
| | - Keith Lloyd
- Swansea University Medical School, Swansea University, Singleton Campus, Swansea, SA2 8PP, United Kingdom
| | - Bram Vervliet
- Laboratory of Biological Psychology, Faculty of Psychology and Educational Sciences, KU Leuven, Tiensestraat 102, 3000, Leuven, Belgium
| | - Simon Dymond
- Experimental Psychopathology Lab, Department of Psychology, Swansea University, Singleton Campus, Swansea, SA2 8PP, United Kingdom; Department of Psychology, Reykjavík University, Menntavegur 1, KU Leuven, 101, Reykjavík, Iceland.
| |
Collapse
|
18
|
Abend R, Gold AL, Britton JC, Michalska KJ, Shechner T, Sachs JF, Winkler AM, Leibenluft E, Averbeck BB, Pine DS. Anticipatory Threat Responding: Associations With Anxiety, Development, and Brain Structure. Biol Psychiatry 2020; 87:916-925. [PMID: 31955915 PMCID: PMC7211142 DOI: 10.1016/j.biopsych.2019.11.006] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 10/16/2019] [Accepted: 11/07/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND While translational theories link neurodevelopmental changes in threat learning to pathological anxiety, findings from studies in patients inconsistently support these theories. This inconsistency may reflect difficulties in studying large patient samples with wide age ranges using consistent methods. A dearth of imaging data in patients further limits translational advances. We address these gaps through a psychophysiology and structural brain imaging study in a large sample of patients across the lifespan. METHODS A total of 351 participants (8-50 years of age; 209 female subjects; 195 healthy participants and 156 medication-free, treatment-seeking patients with anxiety) completed a differential threat conditioning and extinction paradigm that has been validated in pediatric and adult populations. Skin conductance response indexed psychophysiological response to conditioned (CS+, CS-) and unconditioned threat stimuli. Structural magnetic resonance imaging data were available for 250 participants. Analyses tested anxiety and age associations with psychophysiological response in addition to associations between psychophysiology and brain structure. RESULTS Regardless of age, patients and healthy comparison subjects demonstrated comparable differential threat conditioning and extinction. The magnitude of skin conductance response to both conditioned stimulus types differentiated patients from comparison subjects and covaried with dorsal prefrontal cortical thickness; structure-response associations were moderated by anxiety and age in several regions. Unconditioned responding was unrelated to anxiety and brain structure. CONCLUSIONS Rather than impaired threat learning, pathological anxiety involves heightened skin conductance response to potential but not immediately present threats; this anxiety-related potentiation of anticipatory responding also relates to variation in brain structure. These findings inform theoretical considerations by highlighting anticipatory response to potential threat in anxiety.
Collapse
Affiliation(s)
- Rany Abend
- Emotion and Development Branch, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland.
| | - Andrea L. Gold
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI; Pediatric Anxiety Research Center, Bradley Hospital, Riverside, RI
| | | | | | - Tomer Shechner
- Psychology Department, University of Haifa, Haifa, Israel
| | | | - Anderson M. Winkler
- Emotion and Development Branch, National Institute of Mental Health, National Institutes of Health, Bethesda, MD
| | - Ellen Leibenluft
- Emotion and Development Branch, National Institute of Mental Health, National Institutes of Health, Bethesda, MD
| | - Bruno B. Averbeck
- Laboratory of Neuropsychology, National Institute of Mental Health, National Institutes of
Health, Bethesda, MD
| | - Daniel S. Pine
- Emotion and Development Branch, National Institute of Mental Health, National Institutes of Health, Bethesda, MD
| |
Collapse
|
19
|
Hüpen P, Wagels L, Weidler C, Kable JW, Schneider F, Habel U. Altered psychophysiological correlates of risk‐taking in borderline personality disorder. Psychophysiology 2020; 57:e13540. [DOI: 10.1111/psyp.13540] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 12/23/2019] [Accepted: 01/09/2020] [Indexed: 12/19/2022]
Affiliation(s)
- Philippa Hüpen
- Department of Psychiatry, Psychotherapy and Psychosomatics Faculty of Medicine RWTH Aachen University Aachen Germany
- Institute of Neuroscience and Medicine, JARA‐Institute Brain Structure Function Relationship (INM 10) Research Center Jülich Jülich Germany
| | - Lisa Wagels
- Department of Psychiatry, Psychotherapy and Psychosomatics Faculty of Medicine RWTH Aachen University Aachen Germany
- Institute of Neuroscience and Medicine, JARA‐Institute Brain Structure Function Relationship (INM 10) Research Center Jülich Jülich Germany
| | - Carmen Weidler
- Department of Psychiatry, Psychotherapy and Psychosomatics Faculty of Medicine RWTH Aachen University Aachen Germany
| | - Joseph W. Kable
- Department of Psychology University of Pennsylvania Philadelphia PA USA
| | - Frank Schneider
- Department of Psychiatry, Psychotherapy and Psychosomatics Faculty of Medicine RWTH Aachen University Aachen Germany
- University Hospital Düsseldorf Düsseldorf Germany
| | - Ute Habel
- Department of Psychiatry, Psychotherapy and Psychosomatics Faculty of Medicine RWTH Aachen University Aachen Germany
- Institute of Neuroscience and Medicine, JARA‐Institute Brain Structure Function Relationship (INM 10) Research Center Jülich Jülich Germany
| |
Collapse
|
20
|
Hammoud MZ, Foa EB, Milad MR. Oestradiol, threat conditioning and extinction, post-traumatic stress disorder, and prolonged exposure therapy: A common link. J Neuroendocrinol 2020; 32:e12800. [PMID: 31595559 DOI: 10.1111/jne.12800] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 09/12/2019] [Accepted: 10/02/2019] [Indexed: 12/24/2022]
Abstract
The accumulating evidence regarding the impact of estradiol on learning and memory synergized studies to examine its influence on enhancing animal's ability to quell fear and anxiety. In this review, we first provide a foundational platform regarding the impact of oestradiol on cellular mechanisms of learning and memory and we review recent advances from rodent and human data showing that oestrogen enhances extinction learning across species. We then propose clinical application to these data. We discuss the potential role of oestradiol variance on the aetiology, maintenance and treatment for post-traumatic stress disorder. Specifically, we argue that the use of oestradiol as an adjunct to prolonged exposure (PE) therapy for PTSD may provide a new treatment approach for enhancing the efficacy of PE in women with PTSD. This could advance our understanding of the mechanisms of PTSD and help tailor sex-specific treatments for this disorder.
Collapse
Affiliation(s)
- Mira Z Hammoud
- Department of Psychiatry, New York University Medical Center, New York, NY, USA
| | - Edna B Foa
- Department of Psychiatry, Center for the Treatment and Study of Anxiety, University of Pennsylvania, Philadelphia, PA, USA
| | - Mohammed R Milad
- Department of Psychiatry, New York University Medical Center, New York, NY, USA
| |
Collapse
|
21
|
Lonsdorf TB, Klingelhöfer-Jens M, Andreatta M, Beckers T, Chalkia A, Gerlicher A, Jentsch VL, Meir Drexler S, Mertens G, Richter J, Sjouwerman R, Wendt J, Merz CJ. Navigating the garden of forking paths for data exclusions in fear conditioning research. eLife 2019; 8:e52465. [PMID: 31841112 PMCID: PMC6989118 DOI: 10.7554/elife.52465] [Citation(s) in RCA: 79] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Accepted: 12/16/2019] [Indexed: 12/21/2022] Open
Abstract
In this report, we illustrate the considerable impact of researcher degrees of freedom with respect to exclusion of participants in paradigms with a learning element. We illustrate this empirically through case examples from human fear conditioning research, in which the exclusion of 'non-learners' and 'non-responders' is common - despite a lack of consensus on how to define these groups. We illustrate the substantial heterogeneity in exclusion criteria identified in a systematic literature search and highlight the potential problems and pitfalls of different definitions through case examples based on re-analyses of existing data sets. On the basis of these studies, we propose a consensus on evidence-based rather than idiosyncratic criteria, including clear guidelines on reporting details. Taken together, we illustrate how flexibility in data collection and analysis can be avoided, which will benefit the robustness and replicability of research findings and can be expected to be applicable to other fields of research that involve a learning element.
Collapse
Affiliation(s)
- Tina B Lonsdorf
- Department of Systems NeuroscienceUniversity Medical Center Hamburg EppendorfHamburgGermany
| | | | - Marta Andreatta
- Department of Psychology, Biological Psychology, Clinical Psychology and PsychotherapyUniversity of WürzburgWürzburgGermany
- Instutute of Psychology, Education & Child StudiesErasmus University RotterdamRotterdamNetherlands
| | - Tom Beckers
- Centre for the Psychology of Learning and Experimental Psychopathology and Leuven Brain InstituteKU LeuvenLeuvenBelgium
| | - Anastasia Chalkia
- Centre for the Psychology of Learning and Experimental Psychopathology and Leuven Brain InstituteKU LeuvenLeuvenBelgium
| | - Anna Gerlicher
- Faculty of Social and Behavioural Sciences, Programme group Clinical PsychologyUniversity of AmsterdamAmsterdamNetherlands
| | - Valerie L Jentsch
- Institute of Cognitive Neuroscience, Department of Cognitive PsychologyRuhr University BochumBochumGermany
| | - Shira Meir Drexler
- Institute of Cognitive Neuroscience, Department of Cognitive PsychologyRuhr University BochumBochumGermany
| | - Gaetan Mertens
- Department of PsychologyUtrecht UniversityUtrechtNetherlands
| | - Jan Richter
- Department of Physiological and Clinical Psychology/PsychotherapyUniversity of GreifswaldGreifswaldGermany
| | - Rachel Sjouwerman
- Department of Systems NeuroscienceUniversity Medical Center Hamburg EppendorfHamburgGermany
| | - Julia Wendt
- Biological Psychology and Affective ScienceUniversity of PotsdamPotsdamGermany
| | - Christian J Merz
- Institute of Cognitive Neuroscience, Department of Cognitive PsychologyRuhr University BochumBochumGermany
| |
Collapse
|
22
|
Harnett NG, Wheelock MD, Wood KH, Goodman AM, Mrug S, Elliott MN, Schuster MA, Tortolero S, Knight DC. Negative life experiences contribute to racial differences in the neural response to threat. Neuroimage 2019; 202:116086. [PMID: 31401241 PMCID: PMC6819267 DOI: 10.1016/j.neuroimage.2019.116086] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Revised: 07/11/2019] [Accepted: 08/07/2019] [Indexed: 12/12/2022] Open
Abstract
Threat-related emotional function is supported by a neural circuit that includes the prefrontal cortex (PFC), hippocampus, and amygdala. The function of this neural circuit is altered by negative life experiences, which can potentially affect threat-related emotional processes. Notably, Black-American individuals disproportionately endure negative life experiences compared to White-American individuals. However, the relationships among negative life experiences, race, and the neural substrates that support threat-related emotional function remains unclear. Therefore, the current study investigated whether the brain function that supports threat-related emotional processes varies with racial differences in negative life experiences. In the present study, adolescent violence exposure, family income, and neighborhood disadvantage were measured prospectively (i.e., at 11-19 years of age) for Black-American and White-American volunteers. Participants then, as young adults (i.e., 18-23 years of age), completed a Pavlovian fear conditioning task during functional magnetic resonance imaging (fMRI). Cued and non-cued threats were presented during the conditioning task and behavioral (threat expectancy) and psychophysiological responses (skin conductance response; SCR) were recorded simultaneously with fMRI. Racial differences were observed in neural (fMRI activity), behavioral (threat expectancy), and psychophysiological (SCR) responses to threat. These threat-elicited responses also varied with negative life experiences (violence exposure, family income, and neighborhood disadvantage). Notably, racial differences in brain activity to threat were smaller after accounting for negative life experiences. The present findings suggest that racial differences in the neural and behavioral response to threat are due, in part, to exposure to negative life experiences and may provide new insight into the mechanisms underlying racial disparities in mental health.
Collapse
Affiliation(s)
- Nathaniel G Harnett
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Muriah D Wheelock
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Kimberly H Wood
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Adam M Goodman
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - Mark A Schuster
- Harvard Medical School, Boston, MA, USA; Boston Children's Hospital, Boston, MA, USA; Kaiser Permanente School of Medicine, Pasadena, CA, USA
| | - Susan Tortolero
- Health Science Center, University of Texas, Houston, TX, USA
| | - David C Knight
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA.
| |
Collapse
|
23
|
Merchán-Clavellino A, Salguero-Alcañiz MP, Barbosa F, Alameda-Bailén JR. Decision Making Profile of Positive and Negative Anticipatory Skin Conductance Responders in an Unlimited-Time Version of the IGT. Front Psychol 2019; 10:2237. [PMID: 31681074 PMCID: PMC6803756 DOI: 10.3389/fpsyg.2019.02237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Accepted: 09/17/2019] [Indexed: 12/04/2022] Open
Abstract
Based on the somatic marker hypothesis (Damasio, 1994), many studies have examined whether or not physiological responses are “somatic markers” that implicitly guide the decision making process. Vegetative or motor reactions that are produced by negative or positive stimuli generate a series of somatic markers. So, when a similar stimuli is encountered in the future, these somatic marks will facilitate favorable decisions and inhibit the disadvantageous ones (Martínez-Selva et al., 2006). The most widely studied physiological responses, as indicators of these markers, are heart rate and the skin conductance response (Damasio, 1994; Bechara et al., 1996). The Iowa Gambling Task (IGT) has been the most widely used tool in this research. The common IGT protocol for psychophysiological studies comprises limited inter-trial intervals, and does not distinguish participants as a function of relevant physiological traits, such as the anticipatory skin conductance response (aSCR). The objectives of this work were to determine whether “somatic markers” guide the decision making process without time restrictions and to examine the effects of opposite aSCR profiles on this process. Participants were 29 healthy subjects, divided into two groups according to positive (+) and negative (−) aSCR. Two different data analysis strategies were applied: firstly, gambling indices were computed and, secondly, we examined the parameters of the probabilistic Prospect Valence Learning (PVL) model in three versions: maximum likelihood estimation (MLE), PVL-Delta and PVL-Decay simulations with Hierarchical Bayesian analysis (HBA) for parameter estimation. The results show a significant group effect in gambling indices, with the aSCR+ group presenting lower risk in the decision making process than the aSCR− group. Significant differences were also observed in the Utility parameter of MLE-PVL, with the aSCR− group have low sensitivity to feedback outcomes, than aSRC+ group. However, data from the PVL simulations do not show significant group differences and, in both cases, the utility value denotes low sensitivity to feedback outcomes.
Collapse
Affiliation(s)
- Ana Merchán-Clavellino
- Social Psychology Area, Faculty of Education Sciences, University of Cádiz, Cádiz, Spain
| | | | - Fernando Barbosa
- Laboratory of Neuropsychophysiology, Faculty of Psychology and Education Sciences, University of Porto, Porto, Portugal
| | - Jose R Alameda-Bailén
- Basic Psychology Area, Faculty of Education Sciences, University of Huelva, Huelva, Spain
| |
Collapse
|
24
|
Sevinc G, Hölzel BK, Greenberg J, Gard T, Brunsch V, Hashmi JA, Vangel M, Orr SP, Milad MR, Lazar SW. Strengthened Hippocampal Circuits Underlie Enhanced Retrieval of Extinguished Fear Memories Following Mindfulness Training. Biol Psychiatry 2019; 86:693-702. [PMID: 31303261 PMCID: PMC6788973 DOI: 10.1016/j.biopsych.2019.05.017] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Revised: 05/15/2019] [Accepted: 05/16/2019] [Indexed: 01/23/2023]
Abstract
BACKGROUND The role of hippocampus in context-dependent recall of extinction is well recognized. However, little is known about how intervention-induced changes in hippocampal networks relate to improvements in extinction learning. In this study, we hypothesized that mindfulness training creates an optimal exposure condition by heightening attention and awareness of present moment sensory experience, leading to enhanced extinction learning, improved emotion regulation, and reduced anxiety symptoms. METHODS We tested this hypothesis in a randomized controlled longitudinal study design using a 2-day fear conditioning and extinction protocol. The mindfulness training group included 42 participants (28 women) and the control group included 25 participants (15 women). RESULTS We show that mindfulness training is associated with differential engagement of the right supramarginal gyrus as well as hippocampal-cortical reorganization. We also report enhanced hippocampal connectivity to the primary sensory cortex during retrieval of extinguished stimuli following mindfulness training. CONCLUSIONS These findings suggest hippocampal-dependent changes in contextual retrieval as one plausible neural mechanism through which mindfulness-based interventions enhance fear extinction and foster stress resilience.
Collapse
Affiliation(s)
- Gunes Sevinc
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
| | - Britta K. Hölzel
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA,Department of Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Jonathan Greenberg
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Tim Gard
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Vincent Brunsch
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Javaria A. Hashmi
- Department of Anesthesia, Pain Management & Perioperative Medicine, Dalhousie University, Dalhousie University, Canada
| | - Mark Vangel
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Scott P. Orr
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Sara W. Lazar
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
25
|
Hofmann SG, Papini S, Carpenter JK, Otto MW, Rosenfield D, Dutcher CD, Dowd S, Lewis M, Witcraft S, Pollack MH, Smits JAJ. Effect of d-cycloserine on fear extinction training in adults with social anxiety disorder. PLoS One 2019; 14:e0223729. [PMID: 31622374 PMCID: PMC6797442 DOI: 10.1371/journal.pone.0223729] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Accepted: 09/26/2019] [Indexed: 12/17/2022] Open
Abstract
Preclinical and clinical data have shown that D-cycloserine (DCS), a partial agonist at the N-methyl-d-aspartate receptor complex, augments the retention of fear extinction in animals and the therapeutic learning from exposure therapy in humans. However, studies with non-clinical human samples in de novo fear conditioning paradigms have demonstrated minimal to no benefit of DCS. The aim of this study was to evaluate the effects of DCS on the retention of extinction learning following de novo fear conditioning in a clinical sample. Eighty-one patients with social anxiety disorder were recruited and underwent a previously validated de novo fear conditioning and extinction paradigm over the course of three days. Of those, only 43 (53%) provided analyzable data. During conditioning on Day 1, participants viewed images of differently colored lamps, two of which were followed by with electric shock (CS+) and a third which was not (CS-). On Day 2, participants were randomly assigned to receive either 50 mg DCS or placebo, administered in a double-blind manner 1 hour prior to extinction training with a single CS+ in a distinct context. Day 3 consisted of tests of extinction recall and renewal. The primary outcome was skin conductance response to conditioned stimuli, and shock expectancy ratings were examined as a secondary outcome. Results showed greater skin conductance and expectancy ratings in response to the CS+ compared to CS- at the end of conditioning. As expected, this difference was no longer present at the end of extinction training, but returned at early recall and renewal phases on Day 3, showing evidence of return of fear. In contrast to hypotheses, DCS had no moderating influence on skin conductance response or expectancy of shock during recall or renewal phases. We did not find evidence of an effect of DCS on the retention of extinction learning in humans in this fear conditioning and extinction paradigm.
Collapse
Affiliation(s)
- Stefan G. Hofmann
- Department of Psychological and Brain Sciences, Boston University, Boston, Massachusetts, United States of America
- * E-mail:
| | - Santiago Papini
- Department of Psychology, University of Texas at Austin, Austin, Texas, United States of America
| | - Joseph K. Carpenter
- Department of Psychological and Brain Sciences, Boston University, Boston, Massachusetts, United States of America
| | - Michael W. Otto
- Department of Psychological and Brain Sciences, Boston University, Boston, Massachusetts, United States of America
| | - David Rosenfield
- Department of Psychology, Southern Methodist University, Dallas, Texas, United States of America
| | - Christina D. Dutcher
- Department of Psychology, University of Texas at Austin, Austin, Texas, United States of America
| | - Sheila Dowd
- Department of Psychiatry, Rush University Medical Center, Chicago, Illinois, United States of America
| | - Mara Lewis
- Department of Psychological and Brain Sciences, Boston University, Boston, Massachusetts, United States of America
| | - Sara Witcraft
- Department of Psychology, University of Mississippi, Oxford, Mississippi, United States of America
| | - Mark H. Pollack
- Department of Psychiatry, Rush University Medical Center, Chicago, Illinois, United States of America
| | - Jasper A. J. Smits
- Department of Psychology, University of Texas at Austin, Austin, Texas, United States of America
| |
Collapse
|