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Roxburgh AD, White DJ, Grillon C, Cornwell BR. A neural oscillatory signature of sustained anxiety. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2023; 23:1534-1544. [PMID: 37880568 PMCID: PMC10684633 DOI: 10.3758/s13415-023-01132-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 09/20/2023] [Indexed: 10/27/2023]
Abstract
BACKGROUND Anxiety is a sustained response to uncertain threats; yet few studies have explored sustained neurobiological activities underlying anxious states, particularly spontaneous neural oscillations. To address this gap, we reanalysed magnetoencephalographic (MEG) data recorded during induced anxiety to identify differences in sustained oscillatory activity between high- and low-anxiety states. METHODS We combined data from three previous MEG studies in which healthy adults (total N = 51) were exposed to alternating periods of threat of unpredictable shock and safety while performing a range of cognitive tasks (passive oddball, mixed-saccade or stop-signal tasks). Spontaneous, band-limited, oscillatory activity was extracted from middle and late intervals of the threat and safe periods, and regional power distributions were reconstructed with adaptive beamforming. Conjunction analyses were used to identify regions showing overlapping spectral power differences between threat and safe periods across the three task paradigms. RESULTS MEG source analyses revealed a robust and widespread reduction in beta (14-30 Hz) power during threat periods in bilateral sensorimotor cortices extending into right prefrontal regions. Alpha (8-13 Hz) power reductions during threat were more circumscribed, with notable peaks in left intraparietal sulcus and thalamus. CONCLUSIONS Threat-induced anxiety is underpinned by a sustained reduction in spontaneous beta- and alpha-band activity in sensorimotor and parietal cortical regions. This general oscillatory pattern likely reflects a state of heightened action readiness and vigilance to cope with uncertain threats. Our findings provide a critical reference for which to identify abnormalities in cortical oscillatory activities in clinically anxious patients as well as evaluating the efficacy of anxiolytic treatments.
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Affiliation(s)
- Ariel D Roxburgh
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Melbourne, Australia.
- Turning Point, Eastern Health, Melbourne, Australia.
| | - David J White
- Centre for Human Psychopharmacology, Swinburne University of Technology, Hawthorn, Australia
| | | | - Brian R Cornwell
- Centre for Mental Health, Swinburne University of Technology, Hawthorn, Australia
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2
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Irrelevant Threats Linger and Affect Behavior in High Anxiety. J Neurosci 2023; 43:656-671. [PMID: 36526373 PMCID: PMC9888506 DOI: 10.1523/jneurosci.1186-22.2022] [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: 06/17/2022] [Revised: 11/18/2022] [Accepted: 11/24/2022] [Indexed: 12/23/2022] Open
Abstract
Threat-related information attracts attention and disrupts ongoing behavior, and particularly so for more anxious individuals. Yet, it is unknown how and to what extent threat-related information leave lingering influences on behavior (e.g., by impeding ongoing learning processes). Here, human male and female participants (N = 47) performed probabilistic reinforcement learning tasks where irrelevant distracting faces (neutral, happy, or fearful) were presented together with relevant monetary feedback. Behavioral modeling was combined with fMRI data (N = 27) to explore the neurocomputational bases of learning relevant and irrelevant information. In two separate studies, individuals with high trait anxiety showed increased avoidance of objects previously paired with the combination of neutral monetary feedback and fearful faces (but not neutral or happy faces). Behavioral modeling revealed that high anxiety increased the integration of fearful faces during feedback learning, and fMRI results (regarded as provisional, because of a relatively small sample size) further showed that variance in the prediction error signal, uniquely accounted for by fearful faces, correlated more strongly with activity in the right DLPFC for more anxious individuals. Behavioral and neuronal dissociations indicated that the threat-related distractors did not simply disrupt learning processes. By showing that irrelevant threats exert long-lasting influences on behavior, our results extend previous research that separately showed that anxiety increases learning from aversive feedbacks and distractibility by threat-related information. Our behavioral results, combined with the proposed neurocomputational mechanism, may help explain how increased exposure to irrelevant affective information contributes to the acquisition of maladaptive behaviors in more anxious individuals.SIGNIFICANCE STATEMENT In modern-day society, people are increasingly exposed to various types of irrelevant information (e.g., intruding social media announcements). Yet, the neurocomputational mechanisms influenced by irrelevant information during learning, and their interactions with increasingly distracted personality types are largely unknown. Using a reinforcement learning task, where relevant feedback is presented together with irrelevant distractors (emotional faces), we reveal an interaction between irrelevant threat-related information (fearful faces) and interindividual anxiety levels. fMRI shows provisional evidence for an interaction between anxiety levels and the coupling between activity in the DLPFC and learning signals specifically elicited by fearful faces. Our study reveals how irrelevant threat-related information may become entrenched in the anxious psyche and contribute to long-lasting abnormal behaviors.
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3
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Morphological similarity of amygdala-ventral prefrontal pathways represents trait anxiety in younger and older adults. Proc Natl Acad Sci U S A 2022; 119:e2205162119. [PMID: 36215497 PMCID: PMC9586323 DOI: 10.1073/pnas.2205162119] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Stronger amygdala-ventral prefrontal white matter connectivity has been associated with lower trait anxiety, possibly reflecting an increased capacity for efficient communication between the two regions. However, there are also reports arguing against this brain-anxiety association. To address these inconsistencies in the literature, we tested the possibility that idiosyncratic tract morphology may account for meaningful individual differences in trait anxiety, even among those with comparable microstructural integrity. Here, we adopted intersubject representational similarity analysis, an analytic framework that captures multivariate patterns of similarity, to analyze the morphological similarity of amygdala-ventral prefrontal pathways. Data drawn from the Leipzig Study for Mind-Body-Emotion Interactions dataset showed that younger adults (20 to 35 y of age) with low trait anxiety, in contrast to trait-anxious individuals, had consistently similar morphological configurations in their left amygdala-ventral prefrontal pathways. Additional tests on an independent sample of older adults (60 to 75 y of age) validated this finding. Our study reveals a generalizable pattern of brain-anxiety association that is embedded within the shared geometries between fiber tract morphology and trait anxiety data.
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4
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A neural and behavioral trade-off between value and uncertainty underlies exploratory decisions in normative anxiety. Mol Psychiatry 2022; 27:1573-1587. [PMID: 34725456 DOI: 10.1038/s41380-021-01363-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 10/10/2021] [Accepted: 10/14/2021] [Indexed: 11/08/2022]
Abstract
Exploration reduces uncertainty about the environment and improves the quality of future decisions, but at the cost of provisional uncertain and suboptimal outcomes. Although anxiety promotes intolerance to uncertainty, it remains unclear whether and by which mechanisms anxiety relates to exploratory decision-making. We use a dynamic three-armed-bandit task and find that higher trait-anxiety is associated with increased exploration, which in turn harms overall performance. We identify two distinct behavioral sources: first, decisions made by anxious individuals are guided toward reduction of uncertainty; and second, decisions are less guided by immediate value gains. These findings are similar in both loss and gain domains, and further demonstrate that an affective trait relates to exploration and results in an inverse-U-shaped relationship between anxiety and overall performance. Additional imaging data (fMRI) suggests that normative anxiety correlates negatively with the representation of expected-value in the dorsal-anterior-cingulate-cortex, and in contrast, positively with the representation of uncertainty in the anterior-insula. We conclude that a trade-off between value-gains and uncertainty-reduction entails maladaptive decision-making in individuals with higher normal-range anxiety.
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5
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Zhang R, Chen Z, Hu B, Zhou F, Feng T. The anxiety-specific hippocampus-prefrontal cortex pathways links to procrastination through self-control. Hum Brain Mapp 2021; 43:1738-1748. [PMID: 34952988 PMCID: PMC8886646 DOI: 10.1002/hbm.25754] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 10/10/2021] [Accepted: 12/01/2021] [Indexed: 12/19/2022] Open
Abstract
Procrastination, which is defined as delaying an intended course of action despite negative outcomes, is demonstrated to have a deal with negative emotion including trait anxiety. Although highly anxious individuals showed impoverished control ability, no studies have indicated the role of self-control in the relationship between trait anxiety and procrastination, and its neural correlates. To this end, we used the sliding window method to calculate the temporal deviation of dynamic functional connectivity (FC) in 312 healthy participants who underwent the resting-state functional magnetic resonance imaging (fMRI) scanning. In line with our hypothesis, higher trait anxiety is linked to more procrastination via poorer self-control. Besides, the dynamic FC analyses showed that trait anxiety was positively correlated with dynamic FC variability in hippocampus-prefrontal cortex (HPC-PFC) pathways, including left rostral hippocampus-left superior frontal gyrus (left rHPC-left SFG), and left rHPC-right middle frontal gyrus (left rHPC--MFG). Furthermore, the structural equation modeling (SEM) uncovered a mediated role of self-control in the association between the anxiety-specific brain connectivity and procrastination. These findings suggest that the HPC-PFC pathways may reflect impoverished regulatory ability over the negative thoughts for anxious individuals, and thereby incurs more procrastination, which enhances our understanding of how trait anxiety links to procrastination.
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Affiliation(s)
- Rong Zhang
- Faculty of Psychology, Southwest University, Chongqing, China
| | - Zhiyi Chen
- Faculty of Psychology, Southwest University, Chongqing, China
| | - Bowen Hu
- Faculty of Psychology, Southwest University, Chongqing, China
| | - Feng Zhou
- Faculty of Psychology, Southwest University, Chongqing, China
| | - Tingyong Feng
- Faculty of Psychology, Southwest University, Chongqing, China.,Key Laboratory of Cognition and Personality, Ministry of Education, Chongqing, China
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6
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Krause F, Kogias N, Krentz M, Lührs M, Goebel R, Hermans EJ. Self-regulation of stress-related large-scale brain network balance using real-time fMRI neurofeedback. Neuroimage 2021; 243:118527. [PMID: 34469815 DOI: 10.1016/j.neuroimage.2021.118527] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 08/23/2021] [Accepted: 08/25/2021] [Indexed: 10/20/2022] Open
Abstract
It has recently been shown that acute stress affects the allocation of neural resources between large-scale brain networks, and the balance between the executive control network and the salience network in particular. Maladaptation of this dynamic resource reallocation process is thought to play a major role in stress-related psychopathology, suggesting that stress resilience may be determined by the retained ability to adaptively reallocate neural resources between these two networks. Actively training this ability could hence be a potentially promising way to increase resilience in individuals at risk for developing stress-related symptomatology. Using real-time functional Magnetic Resonance Imaging, the current study investigated whether individuals can learn to self-regulate stress-related large-scale network balance. Participants were engaged in a bidirectional and implicit real-time fMRI neurofeedback paradigm in which they were intermittently provided with a visual representation of the difference signal between the average activation of the salience and executive control networks, and tasked with attempting to self-regulate this signal. Our results show that, given feedback about their performance over three training sessions, participants were able to (1) learn strategies to differentially control the balance between SN and ECN activation on demand, as well as (2) successfully transfer this newly learned skill to a situation where they (a) did not receive any feedback anymore, and (b) were exposed to an acute stressor in form of the prospect of a mild electric stimulation. The current study hence constitutes an important first successful demonstration of neurofeedback training based on stress-related large-scale network balance - a novel approach that has the potential to train control over the central response to stressors in real-life and could build the foundation for future clinical interventions that aim at increasing resilience.
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Affiliation(s)
- Florian Krause
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands.
| | - Nikos Kogias
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Martin Krentz
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Michael Lührs
- Department of Cognitive Neuroscience, Maastricht University, Maastricht, the Netherlands; Department of Research and Development, Brain Innovation B.V., Maastricht, the Netherlands
| | - Rainer Goebel
- Department of Cognitive Neuroscience, Maastricht University, Maastricht, the Netherlands; Department of Research and Development, Brain Innovation B.V., Maastricht, the Netherlands
| | - Erno J Hermans
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands
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7
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Chitsaz E, Etemadifard SM, Khoshsoroor S, Dapeng L. Competition Shadow: Anchoring to Fear Versus Hope in Estimating Rivals in Competition. Adv Cogn Psychol 2020; 16:186-201. [PMID: 32994832 PMCID: PMC7509682 DOI: 10.5709/acp-0296-6] [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] [Indexed: 11/23/2022] Open
Abstract
We studied the effect of two inconsistent emotions, fear and hope, in strategic decision‐making during a competition. We sought to examine which emotion will be more related to whether decision-makers accurately and objectively estimate their rival We developed a nuanced perspective on the effects of trait anxiety on rival estimation by integrating it with the competition shadow. Using a competition simulation and basing on data from 221 individuals across two countries, we found support for a predicted effect of trait anxiety on rival estimation. Several theoretical implications are discussed.
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Affiliation(s)
- Ehsan Chitsaz
- School of Entrepreneurship, University of Tehran, Tehran, Tehran, Iran
| | | | | | - Liang Dapeng
- School of Economy and Management, Harbin Institute of Technology, Heilongjiang, China
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8
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Carmela M, Clara L, Maria Rosaria Anna M, Ivan F, Clemente C, Gianluca P, Antonio ZR, Antonio B. Which role for trait-anxiety in paternal perinatal depression? Preliminary results on healthy subjects. J Matern Fetal Neonatal Med 2020; 35:2445-2449. [PMID: 32646268 DOI: 10.1080/14767058.2020.1786514] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
OBJECTIVES Paternal Perinatal Depression (PPND) is a clinical condition, referred to emergence of depressive mood, i.e. sadness, hopelessness, despair and melancholy, but also loss of interest, and impairment in concentration and work performance, in fathers during the pregnancy in first postpartum year. Recently, the overlap with anxiety disorders is frequently observed. The study was aimed at evaluating a relationship between trait-anxiety and symptoms of PPND, in order to highlight trait-anxiety in onset of depressive syndrome. STUDY DESIGN A total number 79 participants have been recruited by convenience sampling method. Partners of pregnant women at the second trimester of pregnancy (17 ÷ 21 weeks of gestation) were consecutively recruited. At baseline, in 2nd trimester of pregnancy, and at 2nd months after childbirth, the psychiatric interview and socio-demographic data collection, were carried out and all subjects completed a self-administered STAI questionnaire. In postpartum period, the subjects completed the screening for postpartum depressive symptoms with PDSS scale. RESULTS Severity of "Anxiety proneness," assessed by STAI-Y, was "moderate in total sample (mean 58.7 ± 4.2). All fathers reported scores in clinical range, with one subject (1.3%) described as "mild," 56 "moderate" (70.9%), and 22 "severe" (27.8%). For symptoms of PPND, considering total sample, severity of depressive symptoms, was at the upper normal limit (mean score ± S.D. = 59.2 ± 33.1) and according to cutoff, in 35 subjects "normal adjustment" (44.3%), "significant symptoms" (13.9%) and "positive" in 33 (41.8%). We find a positive correlation among total score of STAI-Y and PDSS subscales, in particular section of Anxiety/Insecurity (p = .011), Emotional Liability (p = .007), Cognitive Impairment (p = .023), and Loss of Self (p = .012). CONCLUSIONS Trait-anxiety, as a personality dimension, is included in neuroticism, that is one of the risk factors of the clinical condition of prenatal depression. In our study, we found a level of pathological trait anxiety, assessed in the post-partum phase. This confirms the stability of the trait anxiety construct, as a dimensional component of the personality and the findings, may be useful for promote early intervention programs for psychological support of parents, focused on individual differences in anxiety vulnerability.
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Affiliation(s)
- Mento Carmela
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging Psychiatric, Psychiatric Unit Policlinico Hospital Messina, University of Messina, Messina, Italy
| | | | | | - Formica Ivan
- Dynamic Psychology, Cospecs Department, University of Messina, Messina, Italy
| | - Cedro Clemente
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Pandolfo Gianluca
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Zoccali Rocco Antonio
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Bruno Antonio
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
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9
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MORIYA J. INTERACTIVE EFFECTS OF TRAIT AND STATE ANXIETY ON VISUAL SPATIAL WORKING MEMORY CAPACITY. PSYCHOLOGIA 2020. [DOI: 10.2117/psysoc.2020-b003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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10
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Grillon C, Robinson OJ, Cornwell B, Ernst M. Modeling anxiety in healthy humans: a key intermediate bridge between basic and clinical sciences. Neuropsychopharmacology 2019; 44:1999-2010. [PMID: 31226707 PMCID: PMC6897969 DOI: 10.1038/s41386-019-0445-1] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 06/06/2019] [Accepted: 06/11/2019] [Indexed: 12/11/2022]
Abstract
Animal models of anxiety disorders are important for elucidating neurobiological defense mechanisms. However, animal models are limited when it comes to understanding the more complex processes of anxiety that are unique to humans (e.g., worry) and to screen new treatments. In this review, we outline how the Experimental Psychopathology approach, based on experimental models of anxiety in healthy subjects, can mitigate these limitations and complement research in animals. Experimental psychopathology can bridge basic research in animals and clinical studies, as well as guide and constrain hypotheses about the nature of psychopathology, treatment mechanisms, and treatment targets. This review begins with a brief review of the strengths and limitations of animal models before discussing the need for human models of anxiety, which are especially necessary to probe higher-order cognitive processes. This can be accomplished by combining anxiety-induction procedures with tasks that probe clinically relevant processes to identify neurocircuits that are potentially altered by anxiety. The review then discusses the validity of experimental psychopathology and introduces a methodological approach consisting of five steps: (1) select anxiety-relevant cognitive or behavioral operations and associated tasks, (2) identify the underlying neurocircuits supporting these operations in healthy controls, 3) examine the impact of experimental anxiety on the targeted operations in healthy controls, (4) utilize findings from step 3 to generate hypotheses about neurocircuit dysfunction in anxious patients, and 5) evaluate treatment mechanisms and screen novel treatments. This is followed by two concrete illustrations of this approach and suggestions for future studies.
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Affiliation(s)
- Christian Grillon
- Section on the Neurobiology of Fear and Anxiety, National Institute of Mental Health, Bethesda, MD, USA.
| | - Oliver J Robinson
- University College London, Institute of Cognitive Neuroscience, London, UK
| | - Brian Cornwell
- Centre for Mental Health, Faculty of Health, Arts and Design, Swinburne University of Technology, Hawthorn, VIC, Australia
| | - Monique Ernst
- Section on the Neurobiology of Fear and Anxiety, National Institute of Mental Health, Bethesda, MD, USA
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11
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Javanbakht A. A Theory of Everything: Overlapping Neurobiological Mechanisms of Psychotherapies of Fear and Anxiety Related Disorders. Front Behav Neurosci 2019; 12:328. [PMID: 30670956 PMCID: PMC6331393 DOI: 10.3389/fnbeh.2018.00328] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 12/12/2018] [Indexed: 11/13/2022] Open
Abstract
Similarities within the phenomenology, neurobiology, psychotherapeutic, and pharmacological treatments of distinctly categorized anxiety and fear related disorders suggest the involvement of common neurobiological mechanisms in their formation. This theory of integration is the focus of the Research Domain Criteria (RDoC) approach initiated by the NIH. The current article explores potential facets of overlap among mainstream methods of psychotherapy for anxiety, fear, and trauma related disorders. These overlaps include associative learning of safety, cognitive reappraisal and emotion regulation, therapist as a social safety cue, and contextualization. Temporal contextualization and placing memories in their time and place will be suggested as a potentially important, and less explored aspect of psychotherapy.
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Affiliation(s)
- Arash Javanbakht
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, United States
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12
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Costa L, Smith JQ, Nichols T. A group analysis using the Multiregression Dynamic Models for fMRI networked time series. J Stat Plan Inference 2019; 198:43-61. [PMID: 31007362 PMCID: PMC6473554 DOI: 10.1016/j.jspi.2018.03.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Connectivity studies of the brain are usually based on functional Magnetic Resonance Imaging (fMRI) experiments involving many subjects. These studies need to take into account not only the interaction between areas of a single brain but also the differences amongst those subjects. In this paper we develop a methodology called the group-structure (GS) approach that models possible heterogeneity between subjects and searches for distinct homogeneous sub-groups according to some measure that reflects the connectivity maps. We suggest a GS method that uses a novel distance based on a model selection measure, the Bayes factor. We then develop a new class of Multiregression Dynamic Models to estimate individual networks whilst acknowledging a GS type dependence structure across subjects. We compare the efficacy of this methodology to three other methods, virtual-typical-subject (VTS), individual-structure (IS) and common-structure (CS), used to infer a group network using both synthetic and real fMRI data. We find that the GS approach provides results that are both more consistent with the data and more flexible in their interpretative power than its competitors. In addition, we present two methods, the Individual Estimation of Multiple Networks (IEMN) and the Marginal Estimation of Multiple Networks (MEMN), generated from the GS approach and used to estimate all types of networks informed by an experiment —individual, homogeneous subgroups and group networks. These methods are then compared both from a theoretical perspective and in practice using real fMRI data. The group-structure (GS) approach models possible heterogeneity between subjects. The search for distinct homogeneous groups is based on the connectivity maps. All four methods for group network were compared using synthetic and real fMRI data IEMN and MEMN estimate individual, homogeneous subgroups and group networks.
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Affiliation(s)
| | | | - Thomas Nichols
- Oxford Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Population Health, University of Oxford, UK
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13
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Park J, Chun JW, Park HJ, Kim E, Kim JJ. Involvement of amygdala-prefrontal dysfunction in the influence of negative emotion on the resolution of cognitive conflict in patients with schizophrenia. Brain Behav 2018; 8:e01064. [PMID: 30004191 PMCID: PMC6085922 DOI: 10.1002/brb3.1064] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2017] [Revised: 06/17/2018] [Accepted: 06/20/2018] [Indexed: 11/26/2022] Open
Abstract
INTRODUCTION Patients with schizophrenia often have impaired cognition and abnormal conflict control. Conflict control is influenced by the emotional values of stimuli. This study investigated the neural basis of negative emotion interference with conflict control in schizophrenia. METHODS Seventeen patients with schizophrenia and 20 healthy controls underwent functional magnetic resonance imaging while performing the emotional Simon task, in which positive or negative emotional pictures were located in congruent or incongruent positions. Analysis was focused on identifying brain regions with the significant interaction among group, emotion, and conflict in whole brain voxel-wise analysis, and abnormality in their functional connectivity in the patient group. RESULTS The regions showing the targeted interaction was the right amygdala, which exhibited significantly reduced activity in the negative congruent (t = -2.168, p = 0.036) and negative incongruent (t = -3.273, p = 0.002) conditions in patients versus controls. The right amygdala also showed significantly lower connectivity with the right dorsolateral prefrontal cortex in the cognitive and emotional loading contrast (negative incongruent-positive congruent) in patients versus controls (t = -5.154, p < 0.01), but not in the cognitive-only or emotional-only loading contrast. CONCLUSIONS These results suggest that negative emotion interferes with cognitive conflict resolution in patients with schizophrenia due to amygdala-dorsolateral prefrontal cortex disconnection. Based on these findings, interventions targeting conflict control under negative emotional influence may promote cognitive rehabilitation in patients with schizophrenia.
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Affiliation(s)
- Jaesub Park
- Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Korea.,Department of Psychiatry, National Health Insurance Service Ilsan Hospital, Goyang, Korea
| | - Ji-Won Chun
- Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Korea.,Department of Psychiatry, Seoul St. Mary's Hospital, The Catholic University of Korea College of Medicine, Seoul, Korea
| | - Hae-Jeong Park
- Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Korea.,Department of Nuclear Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Eosu Kim
- Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Korea.,Department of Psychiatry, Yonsei University College of Medicine, Seoul, Korea
| | - Jae-Jin Kim
- Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Korea.,Department of Psychiatry, Yonsei University College of Medicine, Seoul, Korea
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14
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Weger M, Sandi C. High anxiety trait: A vulnerable phenotype for stress-induced depression. Neurosci Biobehav Rev 2018; 87:27-37. [DOI: 10.1016/j.neubiorev.2018.01.012] [Citation(s) in RCA: 119] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Revised: 01/14/2018] [Accepted: 01/21/2018] [Indexed: 11/25/2022]
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15
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Gorka AX, Torrisi S, Shackman AJ, Grillon C, Ernst M. Intrinsic functional connectivity of the central nucleus of the amygdala and bed nucleus of the stria terminalis. Neuroimage 2018; 168:392-402. [PMID: 28392491 PMCID: PMC5630489 DOI: 10.1016/j.neuroimage.2017.03.007] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2016] [Revised: 03/02/2017] [Accepted: 03/03/2017] [Indexed: 12/15/2022] Open
Abstract
The central nucleus of the amygdala (CeA) and bed nucleus of the stria terminalis (BNST), two nuclei within the central extended amygdala, function as critical relays within the distributed neural networks that coordinate sensory, emotional, and cognitive responses to threat. These structures have overlapping anatomical projections to downstream targets that initiate defensive responses. Despite these commonalities, researchers have also proposed a functional dissociation between the CeA and BNST, with the CeA promoting responses to discrete stimuli and the BNST promoting responses to diffuse threat. Intrinsic functional connectivity (iFC) provides a means to investigate the functional architecture of the brain, unbiased by task demands. Using ultra-high field neuroimaging (7-Tesla fMRI), which provides increased spatial resolution, this study compared the iFC networks of the CeA and BNST in 27 healthy individuals. Both structures were coupled with areas of the medial prefrontal cortex, hippocampus, thalamus, and periaqueductal gray matter. Compared to the BNST, the bilateral CeA was more strongly coupled with the insula and regions that support sensory processing, including thalamus and fusiform gyrus. In contrast, the bilateral BNST was more strongly coupled with regions involved in cognitive and motivational processes, including the dorsal paracingulate gyrus, posterior cingulate cortex, and striatum. Collectively, these findings suggest that responses to sensory stimulation are preferentially coordinated by the CeA and cognitive and motivational responses are preferentially coordinated by the BNST.
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Affiliation(s)
- Adam X Gorka
- Section on the Neurobiology of Fear & Anxiety, National Institute of Mental Health, Bethesda, MD 20892 USA.
| | - Salvatore Torrisi
- Section on the Neurobiology of Fear & Anxiety, National Institute of Mental Health, Bethesda, MD 20892 USA
| | - Alexander J Shackman
- Department of Psychology and Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD 20742 USA
| | - Christian Grillon
- Section on the Neurobiology of Fear & Anxiety, National Institute of Mental Health, Bethesda, MD 20892 USA
| | - Monique Ernst
- Section on the Neurobiology of Fear & Anxiety, National Institute of Mental Health, Bethesda, MD 20892 USA
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Grillon C, Robinson OJ, O’Connell K, Davis A, Alvarez G, Pine DS, Ernst M. Clinical anxiety promotes excessive response inhibition. Psychol Med 2017; 47:484-494. [PMID: 27776562 PMCID: PMC6100803 DOI: 10.1017/s0033291716002555] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
BACKGROUND Laboratory tasks to delineate anxiety disorder features are used to refine classification and inform our understanding of etiological mechanisms. The present study examines laboratory measures of response inhibition, specifically the inhibition of a pre-potent motor response, in clinical anxiety. Data on associations between anxiety and response inhibition remain inconsistent, perhaps because of dissociable effects of clinical anxiety and experimentally manipulated state anxiety. Few studies directly assess the independent and interacting effects of these two anxiety types (state v. disorder) on response inhibition. The current study accomplished this goal, by manipulating state anxiety in healthy and clinically anxious individuals while they complete a response inhibition task. METHOD The study employs the threat-of-shock paradigm, one of the best-established manipulations for robustly increasing state anxiety. Participants included 82 adults (41 healthy; 41 patients with an anxiety disorder). A go/nogo task with highly frequent go trials was administered during alternating periods of safety and shock threat. Signal detection theory was used to quantify response bias and signal-detection sensitivity. RESULTS There were independent effects of anxiety and clinical anxiety on response inhibition. In both groups, heightened anxiety facilitated response inhibition, leading to reduced nogo commission errors. Compared with the healthy group, clinical anxiety was associated with excessive response inhibition and increased go omission errors in both the safe and threat conditions. CONCLUSIONS Response inhibition and its impact on go omission errors appear to be a promising behavioral marker of clinical anxiety. These results have implications for a dimensional view of clinical anxiety.
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Affiliation(s)
- C. Grillon
- Section on Neurobiology of Fear and Anxiety, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
| | - O. J. Robinson
- Institute of Cognitive Neuroscience, University College London, London, UK
| | - K. O’Connell
- Section on Neurobiology of Fear and Anxiety, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
| | - A. Davis
- Section on Neurobiology of Fear and Anxiety, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
| | - G. Alvarez
- Section on Neurobiology of Fear and Anxiety, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
| | - D. S. Pine
- Section on Development and Affective Neuroscience, National Institute of Mental Health, Bethesda, MD, USA
| | - M. Ernst
- Section on Neurobiology of Fear and Anxiety, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
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Torrisi S, Robinson O, O'Connell K, Davis A, Balderston N, Ernst M, Grillon C. The neural basis of improved cognitive performance by threat of shock. Soc Cogn Affect Neurosci 2016; 11:1677-1686. [PMID: 27369069 PMCID: PMC5091680 DOI: 10.1093/scan/nsw088] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Revised: 05/23/2016] [Accepted: 06/20/2016] [Indexed: 01/02/2023] Open
Abstract
Anxiety can have both detrimental and facilitatory cognitive effects. This study investigates the neural substrates of a replicated facilitatory effect of anxiety on sustained attention and response inhibition. This effect consisted of improved performance on the Sustained Attention to Response Task (a Go-NoGo task consisting of 91% Go and 9% NoGo trials) in threat (unpredictable electrical shock) vs safe (no shock) conditions. This study uses the same experimental design with fMRI and relies on an event-related analysis of BOLD signal changes. Findings reveal that threat-related cognitive facilitation (improved NoGo accuracy) is associated with greater activation of a right-lateralized frontoparietal group of regions previously implicated in sustained attention and response inhibition. Moreover, these same regions show decreased activation in the Go trials preceding NoGo errors. During NoGo trials, striatal activity is also greater in the threat vs safe condition, consistent with the notion of enhanced inhibitory processing under threat. These findings identify potential mechanisms by which threat of unpredictable shock can facilitate distinct cognitive functions. A greater understanding of the complex interaction of the anxious state and cognitive processes may have critical clinical implications.
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Affiliation(s)
- Salvatore Torrisi
- Section on the Neurobiology of Fear and Anxiety, NIMH, Bethesda, MD, USA,
| | - Oliver Robinson
- Institute of Cognitive Neuroscience, University College London, London, UK
| | | | - Andrew Davis
- Section on the Neurobiology of Fear and Anxiety, NIMH, Bethesda, MD, USA
| | | | - Monique Ernst
- Section on the Neurobiology of Fear and Anxiety, NIMH, Bethesda, MD, USA
| | - Christian Grillon
- Section on the Neurobiology of Fear and Anxiety, NIMH, Bethesda, MD, USA
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