1
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Somerville Y, Abend R. The Organization of Anxiety Symptoms Along the Threat Imminence Continuum. Curr Top Behav Neurosci 2024. [PMID: 39579323 DOI: 10.1007/7854_2024_548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2024]
Abstract
Pathological anxiety is highly prevalent, impairing, and often chronic. Yet, despite considerable research, mechanistic understanding of anxiety and its translation to clinical practice remain limited. Here, we first highlight two foundational complications that contribute to this gap: a reliance on a phenomenology-driven definition of pathological anxiety in neurobiological mechanistic research, and a limited understanding of the chronicity of anxiety symptom expression. We then posit that anxiety symptoms may reflect aberrant expression of otherwise normative defensive responses. Accordingly, we propose that threat imminence, an organizing dimension for normative defensive responses observed across species, may be applied to organize and understand anxiety symptoms along a temporal dimension of expression. Empirical evidence linking distinct anxiety symptoms and the aberrant expression of imminence-dependent defensive responses is reviewed, alongside the neural mechanisms which may underpin these cognitive, physiological, and behavioral responses. Drawing from extensive translational and clinical research, we suggest that understanding anxiety symptoms through this neurobiologically-informed framework may begin to overcome the conceptual complications hindering advancement in mechanistic research and clinical interventions for pathological anxiety.
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Affiliation(s)
- Ya'ira Somerville
- Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel
| | - Rany Abend
- Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel.
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2
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Roberts AC, Mulvihill KG. Multiple faces of anxiety: a frontal lobe perspective. Trends Neurosci 2024; 47:708-721. [PMID: 39127569 DOI: 10.1016/j.tins.2024.07.001] [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: 03/27/2024] [Revised: 06/20/2024] [Accepted: 07/11/2024] [Indexed: 08/12/2024]
Abstract
Marked dysregulation of the human prefrontal cortex (PFC) and anterior cingulate cortex (ACC) characterises a variety of anxiety disorders, and its amelioration is a key feature of treatment success. Overall treatment response, however, is highly variable, and about a third of patients are resistant to treatment. In this review we hypothesise that a major contributor to this variation in treatment response are the multiple faces of anxiety induced by distinct forms of frontal cortex dysregulation. Comparison of findings from humans and non-human primates reveals marked similarity in the functional organisation of threat regulation across the frontal lobes. This organisation is discussed in relation to the 'predatory imminence continuum' model of threat and the differential engagement of executive functions at the core of both emotion generation and regulation strategies.
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Affiliation(s)
- Angela C Roberts
- Department of Physiology, Development, and Neuroscience, University of Cambridge, Cambridge, UK.
| | - Kevin G Mulvihill
- Department of Physiology, Development, and Neuroscience, University of Cambridge, Cambridge, UK.
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3
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Kang Y, Ahn J, Cosme D, Mwilambwe-Tshilobo L, McGowan A, Zhou D, Boyd ZM, Jovanova M, Stanoi O, Mucha PJ, Ochsner KN, Bassett DS, Lydon-Staley D, Falk EB. Frontoparietal functional connectivity moderates the link between time spent on social media and subsequent negative affect in daily life. Sci Rep 2023; 13:20501. [PMID: 37993522 PMCID: PMC10665348 DOI: 10.1038/s41598-023-46040-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 10/26/2023] [Indexed: 11/24/2023] Open
Abstract
Evidence on the harms and benefits of social media use is mixed, in part because the effects of social media on well-being depend on a variety of individual difference moderators. Here, we explored potential neural moderators of the link between time spent on social media and subsequent negative affect. We specifically focused on the strength of correlation among brain regions within the frontoparietal system, previously associated with the top-down cognitive control of attention and emotion. Participants (N = 54) underwent a resting state functional magnetic resonance imaging scan. Participants then completed 28 days of ecological momentary assessment and answered questions about social media use and negative affect, twice a day. Participants who spent more than their typical amount of time on social media since the previous time point reported feeling more negative at the present moment. This within-person temporal association between social media use and negative affect was mainly driven by individuals with lower resting state functional connectivity within the frontoparietal system. By contrast, time spent on social media did not predict subsequent affect for individuals with higher frontoparietal functional connectivity. Our results highlight the moderating role of individual functional neural connectivity in the relationship between social media and affect.
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Affiliation(s)
- Yoona Kang
- Department of Psychology, Rutgers, The State University of New Jersey, Camden, NJ, 08102, USA.
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA, 19104, USA.
| | - Jeesung Ahn
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Danielle Cosme
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | | | - Amanda McGowan
- Department of Psychology, Concordia University, Montreal, QC, H4B 1R6, Canada
| | - Dale Zhou
- Department of Neuroscience, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Zachary M Boyd
- Department of Mathematics, Brigham Young University, Provo, UT, 84604, USA
| | - Mia Jovanova
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Ovidia Stanoi
- Department of Psychology, Columbia University, New York, NY, 10027, USA
| | - Peter J Mucha
- Department of Mathematics, Dartmouth College, Hanover, NH, 03755, USA
| | - Kevin N Ochsner
- Department of Psychology, Columbia University, New York, NY, 10027, USA
| | - Dani S Bassett
- Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - David Lydon-Staley
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Emily B Falk
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA, 19104, USA.
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, 19104, USA.
- Wharton Marketing Department, University of Pennsylvania, Philadelphia, PA, 19104, USA.
- Wharton Operations, Information and Decisions Department, University of Pennsylvania, Philadelphia, PA, 19104, USA.
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4
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Abend R. Understanding anxiety symptoms as aberrant defensive responding along the threat imminence continuum. Neurosci Biobehav Rev 2023; 152:105305. [PMID: 37414377 PMCID: PMC10528507 DOI: 10.1016/j.neubiorev.2023.105305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Revised: 06/22/2023] [Accepted: 07/03/2023] [Indexed: 07/08/2023]
Abstract
Threat-anticipatory defensive responses have evolved to promote survival in a dynamic world. While inherently adaptive, aberrant expression of defensive responses to potential threat could manifest as pathological anxiety, which is prevalent, impairing, and associated with adverse outcomes. Extensive translational neuroscience research indicates that normative defensive responses are organized by threat imminence, such that distinct response patterns are observed in each phase of threat encounter and orchestrated by partially conserved neural circuitry. Anxiety symptoms, such as excessive and pervasive worry, physiological arousal, and avoidance behavior, may reflect aberrant expression of otherwise normative defensive responses, and therefore follow the same imminence-based organization. Here, empirical evidence linking aberrant expression of specific, imminence-dependent defensive responding to distinct anxiety symptoms is reviewed, and plausible contributing neural circuitry is highlighted. Drawing from translational and clinical research, the proposed framework informs our understanding of pathological anxiety by grounding anxiety symptoms in conserved psychobiological mechanisms. Potential implications for research and treatment are discussed.
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Affiliation(s)
- Rany Abend
- School of Psychology, Reichman University, P.O. Box 167, Herzliya 4610101, Israel; Section on Development and Affective Neuroscience, National Institute of Mental Health, National Institutes of Health, Bethesda, MD 20892, USA.
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5
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Weber-Goericke F, Muehlhan M. High and low worriers do not differ in unstimulated resting-state brain connectivity. Sci Rep 2023; 13:3052. [PMID: 36810628 PMCID: PMC9944913 DOI: 10.1038/s41598-023-28333-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 01/17/2023] [Indexed: 02/24/2023] Open
Abstract
Chronic, excessive and uncontrollable worry presents an anxiety rising and distressing mental activity relevant in a range of psychological disorders. Task based studies investigating its underlying neural mechanisms reveal fairly heterogenous results. The current study aimed to investigate pathological worry related effects on the functional neural network architecture in the resting unstimulated brain. Using resting-state functional magnetic resonance imaging (rsfMRI) we compared functional connectivity (FC) patterns between 21 high worriers and 21 low worriers. We, on the one hand, conducted a seed-to-voxel analysis based on recent meta-analytic findings and, on the other hand, implemented a data-driven multi voxel pattern analysis (MVPA) approach to yield brain clusters showing connectivity differences between the two groups. Additionally, the seed regions and MVPA were used to investigate whether whole brain connectivity is associated with momentary state worry across groups. The data did not reveal differences in resting-state FC related to pathological worry, neither by the seed-to-voxel or MVPA approach testing for differences linked to trait worry nor by using the MVPA to test for state worry related aberrations. We discuss whether the null findings in our analyses are related to spontaneous fluctuations in momentary worry and the associated presence of multiple fluctuating brain states that could cause mutually cancelling effects. For future studies investigating the neural correlates of excessive worry, we propose a direct worry induction for better control of the situation.
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Affiliation(s)
- Fanny Weber-Goericke
- Department of Psychology, Technische Universität Dresden, Chemnitzer Strasse 46, 01187, Dresden, Germany.
| | - Markus Muehlhan
- Department of Psychology, Faculty of Human Science, Medical School Hamburg, Am Kaiserkai 1, 20457, Hamburg, Germany.
- ICAN Institute for Cognitive and Affective Neuroscience, Medical School Hamburg, Am Kaiserkai 1, 20457, Hamburg, Germany.
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6
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Structural connectome-based prediction of trait anxiety. Brain Imaging Behav 2022; 16:2467-2476. [PMID: 35771373 DOI: 10.1007/s11682-022-00700-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 06/17/2022] [Accepted: 06/21/2022] [Indexed: 11/02/2022]
Abstract
Neurobiological research on anxiety has shown that trait-anxious individuals may be characterized by weaker structural connectivity of the amygdala-prefrontal circuitry, representing a reduced capacity for efficient communication between the two brain regions. However, comparison of available studies has been inconsistent, possibly related to factors such as aging that influences both trait anxiety and structural connectivity of the brain. To help clarify the nature of brain-anxiety relationship, we applied a connectome-based predictive modeling framework on 148 diffusion-weighted imaging data from the Leipzig Study for Mind-Body Emotion Interactions dataset and identified multivariate patterns of whole-brain structural connectivity that predicted trait anxiety. Results showed that networks predictive of trait anxiety differed across age groups. Specifically, an isolated negative network, which shared overlapping features with the amygdala-prefrontal circuitry, was found in younger adults (20-30 years of age), whereas a widespread positive network highlighted by frontotemporal and frontolimbic connectivity was identified when both younger and older adults (20-80 years of age) were examined. No predictive network was observed when only older adults (30-80 years of age) were considered. Our findings highlight an important age-dependent effect on the structural connectome-based prediction of trait anxiety, supporting ongoing efforts to develop potential neural biomarkers of anxiety.
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7
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Lawrance EL, Gagne CR, O’Reilly JX, Bjisterbosch J, Bishop SJ. The Computational and Neural Substrates of Ambiguity Avoidance in Anxiety. COMPUTATIONAL PSYCHIATRY (CAMBRIDGE, MASS.) 2022; 6:8-33. [PMID: 35757373 PMCID: PMC9223033 DOI: 10.5334/cpsy.67] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Accepted: 01/11/2022] [Indexed: 11/26/2022]
Abstract
Theoretical accounts have linked anxiety to intolerance of ambiguity. However, this relationship has not been well operationalized empirically. Here, we used computational and neuro-imaging methods to characterize anxiety-related differences in aversive decision-making under ambiguity and associated patterns of cortical activity. Adult human participants chose between two urns on each trial. The ratio of tokens ('O's and 'X's) in each urn determined probability of electrical stimulation receipt. A number above each urn indicated the magnitude of stimulation that would be received if a shock was delivered. On ambiguous trials, one of the two urns had tokens occluded. By varying the number of tokens occluded, we manipulated the extent of missing information. At higher levels of missing information, there is greater second order uncertainty, i.e., more uncertainty as to the probability of pulling a given type of token from the urn. Adult human participants demonstrated avoidance of ambiguous options which increased with level of missing information. Extent of 'information-level dependent' ambiguity aversion was significantly positively correlated with trait anxiety. Activity in both the dorsal anterior cingulate cortex and inferior frontal sulcus during the decision-making period increased as a function of missing information. Greater engagement of these regions, on high missing information trials, was observed when participants went on to select the ambiguous option; this was especially apparent in high trait anxious individuals. These findings are consistent with individuals vulnerable to anxiety requiring greater activation of frontal regions supporting rational decision-making to overcome a predisposition to engage in ambiguity avoidance at high levels of missing information.
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Affiliation(s)
- Emma L. Lawrance
- Institute for Global Health Innovation, Imperial College London, Kensington, London SW7 2AZ, UK
- Wellcome Centre for Integrative Neuroimaging, University of Oxford, FMRIB, John Radcliffe Hospital, Oxford, OX3 9DU, UK
| | | | - Jill X. O’Reilly
- Wellcome Centre for Integrative Neuroimaging, University of Oxford, FMRIB, John Radcliffe Hospital, Oxford, OX3 9DU, UK
- Department of Experimental Psychology, University of Oxford, Anna Watts Building, Radcliffe Observatory Quarter, Woodstock Rd, Oxford OX2 6HG, US
- Donders Centre for Cognition, Donders Institute, Montessorilaan 3, 6525 HR Nijmegen, NL
| | - Janine Bjisterbosch
- Department of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Sonia J. Bishop
- Department of Psychology, UC Berkeley, Berkeley, California 94720, USA
- Helen Wills Neuroscience Institute, UC Berkeley, Berkeley, California 94720, USA
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8
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Sakakibara N, Makita K, Hiraoka D, Kasaba R, Kuboshita R, Shimada K, Fujisawa TX, Tomoda A. Increased resting-state activity in the cerebellum with mothers having less adaptive sensory processing and trait anxiety. Hum Brain Mapp 2021; 42:4985-4995. [PMID: 34270152 PMCID: PMC8449103 DOI: 10.1002/hbm.25594] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 07/04/2021] [Accepted: 07/06/2021] [Indexed: 12/13/2022] Open
Abstract
Child‐rearing mothers with high levels of trait anxiety have a tendency for less adaptive sensory processing, which causes parenting stress. However, the neural mechanisms underlying this sensory processing and trait anxiety remain unclear. We aimed to determine the whole‐brain spontaneous neural activity and sensory processing characteristics in mothers with varying parenting stress levels. Using resting‐state functional magnetic resonance imaging, we assessed mothers caring for more than one preschool aged (2–5 years) child and presenting with varying levels of sensory processing, trait anxiety, and parenting stress. Spontaneous neural activities in select brain regions were evaluated by whole‐brain correlation analyses based on the fractional amplitude of low‐frequency fluctuations (fALFF). We found significant positive correlations between levels of sensory processing with trait anxiety and parenting stress. Mothers having less adaptive sensory processing had significantly increased resting‐state network activities in the left lobule VI of the cerebellum. Increased fALFF values in the left lobule VI confirmed the mediation effect on the relationship between trait anxiety and sensory processing. A tendency for less adaptive sensory processing involving increased brain activity in lobule VI could be an indicator of maternal trait anxiety and the risk of parenting stress.
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Affiliation(s)
- Nobuko Sakakibara
- Research Center for Child Mental Development, University of Fukui, Fukui, Japan.,Division of Developmental Higher Brain Functions, United Graduate School of Child Development, University of Fukui, Fukui, Japan
| | - Kai Makita
- Research Center for Child Mental Development, University of Fukui, Fukui, Japan
| | - Daiki Hiraoka
- Research Center for Child Mental Development, University of Fukui, Fukui, Japan.,Japan Society for the Promotion of Science, Tokyo, Japan
| | - Ryoko Kasaba
- Research Center for Child Mental Development, University of Fukui, Fukui, Japan
| | - Ryo Kuboshita
- Department of Rehabilitation, Faculty of Health Science, Fukui Health Science University, Fukui, Japan
| | - Koji Shimada
- Research Center for Child Mental Development, University of Fukui, Fukui, Japan.,Division of Developmental Higher Brain Functions, United Graduate School of Child Development, University of Fukui, Fukui, Japan.,Japan Biomedical Imaging Research Center, University of Fukui, Fukui, Japan
| | - Takashi X Fujisawa
- Research Center for Child Mental Development, University of Fukui, Fukui, Japan.,Division of Developmental Higher Brain Functions, United Graduate School of Child Development, University of Fukui, Fukui, Japan
| | - Akemi Tomoda
- Research Center for Child Mental Development, University of Fukui, Fukui, Japan.,Division of Developmental Higher Brain Functions, United Graduate School of Child Development, University of Fukui, Fukui, Japan.,Department of Child and Adolescent Psychological Medicine, University of Fukui Hospital, Fukui, Japan
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9
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Structural and resting state functional connectivity beyond the cortex. Neuroimage 2021; 240:118379. [PMID: 34252527 DOI: 10.1016/j.neuroimage.2021.118379] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 05/21/2021] [Accepted: 07/07/2021] [Indexed: 12/14/2022] Open
Abstract
Mapping the structural and functional connectivity of the central nervous system has become a key area within neuroimaging research. While detailed network structures across the entire brain have been probed using animal models, non-invasive neuroimaging in humans has thus far been dominated by cortical investigations. Beyond the cortex, subcortical nuclei have traditionally been less accessible due to their smaller size and greater distance from radio frequency coils. However, major neuroimaging developments now provide improved signal and the resolution required to study these structures. Here, we present an overview of the connectivity between the amygdala, brainstem, cerebellum, spinal cord and the rest of the brain. While limitations to their imaging and analyses remain, we also provide some recommendations and considerations for mapping brain connectivity beyond the cortex.
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10
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Iorfino F, Marangoni C, Cui L, Hermens DF, Hickie IB, Merikangas KR. Familial aggregation of anxiety disorder subtypes and anxious temperament in the NIMH Family Study of Affective Spectrum Disorders. J Affect Disord 2021; 281:751-758. [PMID: 33267979 DOI: 10.1016/j.jad.2020.11.070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 09/30/2020] [Accepted: 11/08/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND Evidence from family and twin studies suggests that mood and anxiety disorders, and related temperamental factors may share common etiologic factors. We examine the familial aggregation and coaggregation of anxiety disorder subtypes and anxiety-related temperamental traits, and their association with mood disorders. METHODS A total of 477 probands and 549 first-degree adult relatives from a large community based family study of affective spectrum disorders completed semi-structured diagnostic interviews and self-reported assessments of temperamental traits including: negative affectivity on the 'Positive and Negative Affect Schedule' (PANAS), neuroticism anxiety on the 'Zuckerman-Kuhlman Personality Questionnaire' (ZKPQ), and anxiety sensitivity on the 'Anxiety Sensitivity Index' (ASI). RESULTS The anxiety-related temperamental traits of negative affectivity, neuroticism anxiety and anxiety sensitivity had significant familial specificity, even after controlling for comorbid mood and anxiety disorders in probands and relatives. Yet, these traits in probands did not predict anxiety disorders in relatives. Although some anxiety subtypes were familial, there were no longer familial links between anxiety disorder subtypes (generalized anxiety disorder, social anxiety or panic disorder) after controlling for mood disorder subtypes in probands and relatives. LIMITATIONS Cross-sectional interviews were used to estimate disorders, and self-report measures were used for temperamental traits. CONCLUSIONS These results confirm previous research regarding familial overlap between anxiety subtypes and mood disorders, however their shared liability cannot be fully explained by anxiety-related temperamental traits. These findings suggest that anxiety-related temperamental traits may indicate a vulnerability for mood and anxiety disorders or a potential consequence of these conditions.
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Affiliation(s)
- Frank Iorfino
- Brain and Mind Centre, University of Sydney, Australia.
| | - Ciro Marangoni
- Genetic Epidemiology Research Branch, Intramural Research Program, National Institute of Mental Health, Bethesda, Maryland
| | - Lihong Cui
- Genetic Epidemiology Research Branch, Intramural Research Program, National Institute of Mental Health, Bethesda, Maryland
| | - Daniel F Hermens
- Brain and Mind Centre, University of Sydney, Australia; Sunshine Coast Mind and Neuroscience Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Ian B Hickie
- Brain and Mind Centre, University of Sydney, Australia
| | - Kathleen Ries Merikangas
- Genetic Epidemiology Research Branch, Intramural Research Program, National Institute of Mental Health, Bethesda, Maryland
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11
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Duan L, Van Dam NT, Ai H, Xu P. Intrinsic organization of cortical networks predicts state anxiety: an functional near-infrared spectroscopy (fNIRS) study. Transl Psychiatry 2020; 10:402. [PMID: 33219215 PMCID: PMC7679458 DOI: 10.1038/s41398-020-01088-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 10/04/2020] [Accepted: 10/29/2020] [Indexed: 12/22/2022] Open
Abstract
Although state anxiety has been characterized by hyper-responsive subcortical activity and its bottom-up connectivity with cortical regions, the role of cortical networks in state anxiety is not yet well understood. To this end, we decoded individual state anxiety by using a machine-learning approach based on resting-state functional connectivity (RSFC) with functional near-infrared spectroscopy (fNIRS). Our results showed that the RSFC among a set of cortical networks were highly predictive of state anxiety, rather than trait anxiety. Specifically, these networks included connectivity between cortical areas in the default mode network (DMN) and dorsal attention network (DAN), and connectivity within the DMN, which were negatively correlated with state anxiety; connectivity between cortical areas in the DMN and frontoparietal network (FPN), FPN and salience network (SN), FPN and DAN, DMN and SN, which were positively correlated with state anxiety. These findings suggest a predictive role of intrinsic cortical organization in the assessment of state anxiety. The work provides new insights into potential neural mechanisms of emotion states and implications for prognosis, diagnosis, and treatment of affective disorders.
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Affiliation(s)
- Lian Duan
- Shenzhen Key Laboratory of Affective and Social Neuroscience, Magnetic Resonance Imaging Center, Center for Brain Disorders and Cognitive Sciences, Shenzhen University, Shenzhen, China
| | - Nicholas T Van Dam
- School of Psychological Sciences, University of Melbourne, Melbourne, Australia
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Hui Ai
- Shenzhen Key Laboratory of Affective and Social Neuroscience, Magnetic Resonance Imaging Center, Center for Brain Disorders and Cognitive Sciences, Shenzhen University, Shenzhen, China.
| | - Pengfei Xu
- Beijing Key Laboratory of Applied Experimental Psychology, Faculty of Psychology, Beijing Normal University, Beijing, China.
- Center for Neuroimaging, Shenzhen Institute of Neuroscience, Shenzhen, China.
- Guangdong-Hong Kong-Macao Greater Bay Area Research Institute for Neuroscience and Neurotechnologies, Kwun Tong, Hong Kong, China.
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12
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De Micco R, Satolli S, Siciliano M, Di Nardo F, Caiazzo G, Russo A, Giordano A, Esposito F, Tedeschi G, Tessitore A. Connectivity Correlates of Anxiety Symptoms in Drug-Naive Parkinson's Disease Patients. Mov Disord 2020; 36:96-105. [PMID: 33169858 DOI: 10.1002/mds.28372] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2020] [Accepted: 10/12/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Anxiety symptoms are common in Parkinson's disease (PD). A link between anxiety and cognitive impairment in PD has been demonstrated. OBJECTIVES Using resting-state functional magnetic resonance imaging, we investigated intrinsic brain network connectivity correlates of anxiety symptoms in a cohort of drug-naive, cognitively unimpaired patients with PD. METHODS The intrinsic functional brain connectivity of 25 drug-naive, cognitively unimpaired PD patients with anxiety, 25 without anxiety, and 20 matched healthy controls was compared. All patients underwent a detailed behavioral and neuropsychological evaluation. Anxiety presence and severity were assessed using the Parkinson's Disease Anxiety Scale. Single-subject and group-level independent component analyses were used to investigate functional connectivity differences within and between the major resting-state networks. RESULTS Decreased connectivity within the default-mode and sensorimotor networks (SMN), increased connectivity within the executive-control network (ECN), and divergent connectivity measures within salience and frontoparietal networks (SN and FPN) were detected in PD patients with anxiety compared with those without anxiety. Moreover, patients with anxiety showed a disrupted inter-network connectivity between SN and SMN, ECN, and FPN. Anxiety severity was correlated with functional abnormalities within these networks. CONCLUSIONS Our findings demonstrated that an abnormal intrinsic connectivity within and between the most reported large-scale networks may represent a potential neural correlate of anxiety symptoms in drug-naive PD patients even in the absence of clinically relevant cognitive impairment. We hypothesize that these specific cognitive and limbic network architecture changes may represent a potential biomarker of treatment response in clinical trials. © 2020 International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Rosa De Micco
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy.,MRI Research Center, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Sara Satolli
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy.,MRI Research Center, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Mattia Siciliano
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy.,Neuropsychology Laboratory, Department of Psychology, University of Campania "Luigi Vanvitelli", Caserta, Italy
| | - Federica Di Nardo
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy.,MRI Research Center, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Giuseppina Caiazzo
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy.,MRI Research Center, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Antonio Russo
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy.,MRI Research Center, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Alfonso Giordano
- First Division of Neurology and Neurophysiology, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Fabrizio Esposito
- Department of Medicine, Surgery and Dentistry, Scuola Medica Salernitana, University of Salerno, Baronissi, Italy
| | - Gioacchino Tedeschi
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy.,MRI Research Center, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Alessandro Tessitore
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy.,MRI Research Center, University of Campania "Luigi Vanvitelli", Naples, Italy
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13
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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: 0.4] [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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14
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Zhang H, Giannakopoulos P, Haller S, Lee SW, Qiu S, Shen D. Inter-Network High-Order Functional Connectivity (IN-HOFC) and its Alteration in Patients with Mild Cognitive Impairment. Neuroinformatics 2020; 17:547-561. [PMID: 30739281 DOI: 10.1007/s12021-018-9413-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Little is known about the high-order interactions among brain regions measured by the similarity of higher-order features (other than the raw blood-oxygen-level-dependent signals) which can characterize higher-level brain functional connectivity (FC). Previously, we proposed FC topographical profile-based high-order FC (HOFC) and found that this metric could provide supplementary information to traditional FC for early Alzheimer's disease (AD) detection. However, whether such findings apply to network-level brain functional integration is unknown. In this paper, we propose an extended HOFC method, termed inter-network high-order FC (IN-HOFC), as a useful complement to the traditional inter-network FC methods, for characterizing more complex organizations among the large-scale brain networks. In the IN-HOFC, both network definition and inter-network FC are defined in a high-order manner. To test whether IN-HOFC is more sensitive to cognition decline due to brain diseases than traditional inter-network FC, 77 mild cognitive impairments (MCIs) and 89 controls are compared among the conventional methods and our IN-HOFC. The result shows that IN-HOFCs among three temporal lobe-related high-order networks are dampened in MCIs. The impairment of IN-HOFC is especially found between the anterior and posterior medial temporal lobe and could be a potential MCI biomarker at the network level. The competing network-level low-order FC methods, however, either revealing less or failing to detect any group difference. This work demonstrates the biological meaning and potential diagnostic value of the IN-HOFC in clinical neuroscience studies.
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Affiliation(s)
- Han Zhang
- Department of Radiology and BRIC, University of North Carolina at Chapel Hill, CB#7513, 130 Mason Farm Road, Chapel Hill, NC, 27599, USA
| | | | - Sven Haller
- Affidea CDRC - Centre Diagnostique Radiologique de Carouge, Carouge, Switzerland
- Department of Surgical Sciences, Radiology, Uppsala University, Uppsala, Sweden
- Department of Neuroradiology, University Hospital Freiburg, Freiburg, Germany
- Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Seong-Whan Lee
- Department of Brain and Cognitive Engineering, Korea University, Seoul, 02841, Republic of Korea
| | - Shijun Qiu
- Department of Radiology, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, 16 Jichang Road, Guangzhou, 510405, Guangdong, China.
| | - Dinggang Shen
- Department of Radiology and BRIC, University of North Carolina at Chapel Hill, CB#7513, 130 Mason Farm Road, Chapel Hill, NC, 27599, USA.
- Department of Brain and Cognitive Engineering, Korea University, Seoul, 02841, Republic of Korea.
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15
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Scalabrini A, Mucci C, Angeletti LL, Northoff G. The Self and its World: A Neuro-Ecological and Temporo-Spatial Account of Existential Fear. CLINICAL NEUROPSYCHIATRY 2020; 17:46-58. [PMID: 34908967 PMCID: PMC8629082 DOI: 10.36131/clinicalnpsych20200203] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Accepted: 04/05/2020] [Indexed: 11/25/2022]
Abstract
The current international crisis situation caused by the COVID-19 pandemic is having a strong psychological impact on our subjectivities. We are constantly threatened by the danger of i) being infected, ii) infecting other people, and (iii) by the loss of social relation. Departing from these premises, we here aim to investigate the psychological and neurodynamics of this complex phenomenon. First, we discuss about recent psychological and neuronal findings on fear and its disorders, related to an unbalanced intero-exteroceptive processing and emotional regulation. Secondly we move to the psychological and neuronal dynamics of self and others characterized by a temporo-spatial alignment with the world. Due to the neural overlap of emotion and self and the deep-reaching neuro-ecological layers of self, emotional feelings like fear and anxiety cannot be detached and dissociated from the world; they signify the world–brain relation, and, more specifically, our self-other relation. The deepest neuro-ecological and neuro-social layers of self are threatened by the loss of subjectivity, which is manifest in our loss of body and thus the fear of dying, and the loss of intersubjectivity that surfaces in our fear of infecting others, which reflect the intimate anchorage of the self with the world. In our opinion the pandemic of COVID-19 deeply affect our sense of self and its spatio-temporal neuronal dynamics providing the prerequisites for the manifestation of fear and existential anxiety, thus disrupting the brain-world relation with significant repercussions on our psyche and on our daily lives.
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Affiliation(s)
- Andrea Scalabrini
- Department of Psychological, Health and Territorial Sciences (DiSPuTer), G. d'Annunzio University of Chieti-Pescara, Via dei Vestini 33, 66100 Chieti (CH), Italy
| | - Clara Mucci
- Department of Psychological, Health and Territorial Sciences (DiSPuTer), G. d'Annunzio University of Chieti-Pescara, Via dei Vestini 33, 66100 Chieti (CH), Italy
| | - Lorenzo Lucherini Angeletti
- Psychiatry Unit, Department of Health Sciences, University of Florence, Largo G. Alessandro Brambilla 3, 50134, Florence, Italy
| | - Georg Northoff
- The Royal's Institute of Mental Health Research & University of Ottawa. Brain and Mind Research Institute, Centre for Neural Dynamics, Faculty of Medicine, University of Ottawa, Ottawa, 145 Carling Avenue, Rm. 6435, Ottawa, Ontario, Canada K1Z 7K4.,Mental Health Centre, Zhejiang University School of Medicine, Tianmu Road 305, Hangzhou, Zhejiang Province, 310013, China.,Centre for Cognition and Brain Disorders, Hangzhou Normal University, Tianmu Road 305, Hangzhou, Zhejiang Province, 310013, China.,TMU Research Centre for Brain and Consciousness, Shuang Hospital, Taipei Medical University, No. 250 Wu-Xing Street, 11031 Taipei, Taiwan.,Graduate Institute of Humanities in Medicine, Taipei Medical University, No. 250 Wu-Xing Street, 11031 Taipei, Taiwan
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16
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Abstract
Regions of the prefrontal and cingulate cortices play important roles in the regulation of behaviors elicited by threat. Dissecting out their differential involvement will greatly increase our understanding of the varied etiology of symptoms of anxiety. I review evidence for altered activity within the major divisions of the prefrontal cortex, including orbitofrontal, ventrolateral, dorsolateral, and ventromedial sectors, along with the anterior cingulate cortex in patients with clinical anxiety. This review is integrated with a discussion of current knowledge about the causal role of these different prefrontal and cingulate regions in threat-elicited behaviors from experimental studies in rodents and monkeys. I highlight commonalities and inconsistencies between species and discuss the current state of our translational success in relating findings across species. Finally, I identify key issues that, if addressed, may improve that success in the future.
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Affiliation(s)
- Angela C. Roberts
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge CB2 3DY, United Kingdom;
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17
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Belleau EL, Pedersen WS, Miskovich TA, Helmstetter FJ, Larson CL. Cortico-limbic connectivity changes following fear extinction and relationships with trait anxiety. Soc Cogn Affect Neurosci 2019; 13:1037-1046. [PMID: 30137604 PMCID: PMC6204483 DOI: 10.1093/scan/nsy073] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2017] [Accepted: 08/17/2018] [Indexed: 12/28/2022] Open
Abstract
Fear extinction is a powerful model of adaptive and anxiety-related maladaptive fear inhibition. This learning process is dependent upon plastic interactions between the amygdala, the anterior midcingulate cortex (aMCC), the hippocampus, and the ventromedial prefrontal cortex (vmPFC). With regard to the amygdala, the basolateral (BLA) and centromedial amygdala (CMA) serve unique roles in fear extinction. In a large sample (N = 91), the current study examined pre- to post-extinction changes in resting state functional connectivity (RSFC) of fear inhibition and expression pathways. We also examined how trait anxiety and extinction performance were associated with extinction-related changes within these neural pathways. We found stronger pre- to post-extinction RSFC in pathways known to play a role in the down-regulation of fear responses (BLA-hippocampus, aMCC-hippocampus, CMA-hippocampus, CMA-aMCC). We also found that trait anxiety was associated with strengthening of a BLA–aMCC circuit supporting fear expression following extinction learning. Furthermore, we found that physiological indices of poorer extinction learning were linked to weaker pre- to post-extinction RSFC of a BLA–hippocampus pathway important for fear extinction consolidation. Our results highlight the network changes that occur during extinction, the separable role of CMA and BLA-based circuitry and a key pathway linked to risk for anxiety pathology.
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Affiliation(s)
- Emily L Belleau
- McLean Hospital, Belmont, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Walker S Pedersen
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, USA
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18
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Xu J, Van Dam NT, Feng C, Luo Y, Ai H, Gu R, Xu P. Anxious brain networks: A coordinate-based activation likelihood estimation meta-analysis of resting-state functional connectivity studies in anxiety. Neurosci Biobehav Rev 2018; 96:21-30. [PMID: 30452934 DOI: 10.1016/j.neubiorev.2018.11.005] [Citation(s) in RCA: 129] [Impact Index Per Article: 18.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Revised: 11/12/2018] [Accepted: 11/12/2018] [Indexed: 12/21/2022]
Abstract
Anxiety and anxiety disorders are associated with specific alterations to functional brain networks, including intra-networks and inter-networks. Given the heterogeneity within anxiety disorders and inconsistencies in functional network differences across studies, identifying common patterns of altered brain networks in anxiety is imperative. Here, we conducted an activation likelihood estimation meta-analysis of resting-state functional connectivity studies in anxiety and anxiety disorders (including 835 individuals with different levels of anxiety or anxiety disorders and 508 controls). Results show that anxiety can be characterized by hypo-connectivity of the affective network with executive control network (ECN) and default mode network (DMN), as well as decoupling of the ECN with the DMN. The connectivity within the salience network and its connectivity with sensorimotor network are also attenuated. These results reveal consistent dysregulations of affective and cognitive control related networks over networks related to emotion processing in anxiety and anxiety disorders. The current findings provide an empirical foundation for an integrated model of brain network alterations that are common across anxiety and anxiety disorders.
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Affiliation(s)
- Jie Xu
- Shenzhen Key Laboratory of Affective and Social Neuroscience, Shenzhen University, Shenzhen, 518060, China
| | - Nicholas T Van Dam
- School of Psychological Sciences, University of Melbourne, Victoria, 3010, Australia; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, 10029, USA
| | - Chunliang Feng
- Shenzhen Key Laboratory of Affective and Social Neuroscience, Shenzhen University, Shenzhen, 518060, China; College of Information Science and Technology, Beijing Normal University, Beijing, 100875, China
| | - Yuejia Luo
- Shenzhen Key Laboratory of Affective and Social Neuroscience, Shenzhen University, Shenzhen, 518060, China; Center for Emotion and Brain, Shenzhen Institute of Neuroscience, Shenzhen, 518057, China
| | - Hui Ai
- Shenzhen Key Laboratory of Affective and Social Neuroscience, Shenzhen University, Shenzhen, 518060, China; Center for Emotion and Brain, Shenzhen Institute of Neuroscience, Shenzhen, 518057, China.
| | - Ruolei Gu
- Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100049, China.
| | - Pengfei Xu
- Shenzhen Key Laboratory of Affective and Social Neuroscience, Shenzhen University, Shenzhen, 518060, China; Center for Emotion and Brain, Shenzhen Institute of Neuroscience, Shenzhen, 518057, China; Department of Neuroscience, University Medical Center Groningen, University of Groningen, 9713, AW Groningen, the Netherlands.
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19
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Abstract
In everyday life, the outcomes of our actions are rarely certain. Further, we often lack the information needed to precisely estimate the probability and value of potential outcomes as well as how much effort will be required by the courses of action under consideration. Under such conditions of uncertainty, individual differences in the estimation and weighting of these variables, and in reliance on model-free versus model-based decision making, have the potential to strongly influence our behavior. Both anxiety and depression are associated with difficulties in decision making. Further, anxiety is linked to increased engagement in threat-avoidance behaviors and depression is linked to reduced engagement in reward-seeking behaviors. The precise deficits, or biases, in decision making associated with these common forms of psychopathology remain to be fully specified. In this article, we review evidence for which of the computations supporting decision making are altered in anxiety and depression and consider the potential consequences for action selection. In addition, we provide a schematic framework that integrates the findings reviewed and will hopefully be of value to future studies.
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Affiliation(s)
- Sonia J. Bishop
- Department of Psychology, University of California, Berkeley, California 94720, USA
- Helen Wills Neuroscience Institute, University of California, Berkeley, California 94720, USA
| | - Christopher Gagne
- Department of Psychology, University of California, Berkeley, California 94720, USA
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20
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Bijsterbosch JD, Ansari TL, Smith S, Gauld O, Zika O, Boessenkool S, Browning M, Reinecke A, Bishop SJ. Stratification of MDD and GAD patients by resting state brain connectivity predicts cognitive bias. NEUROIMAGE-CLINICAL 2018; 19:425-433. [PMID: 30035026 PMCID: PMC6051497 DOI: 10.1016/j.nicl.2018.04.033] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2017] [Revised: 03/15/2018] [Accepted: 04/25/2018] [Indexed: 12/18/2022]
Abstract
Patients with Generalized Anxiety Disorder (GAD) and Major Depressive Disorder (MDD) show between-group comorbidity and symptom overlap, and within-group heterogeneity. Resting state functional connectivity might provide an alternate, biologically informed means by which to stratify patients with GAD or MDD. Resting state functional magnetic resonance imaging data were acquired from 23 adults with GAD, 21 adults with MDD, and 27 healthy adult control participants. We investigated whether within- or between-network connectivity indices from five resting state networks predicted scores on continuous measures of depression and anxiety. Successful predictors were used to stratify participants into two new groups. We examined whether this stratification predicted attentional bias towards threat and whether this varied between patients and controls. Depression scores were linked to elevated connectivity within a limbic network including the amygdala, hippocampus, VMPFC and subgenual ACC. Patients with GAD or MDD with high limbic connectivity showed poorer performance on an attention-to-threat task than patients with low limbic connectivity. No parallel effect was observed for control participants, resulting in an interaction of clinical status by resting state group. Our findings provide initial evidence for the external validity of stratification of MDD and GAD patients by functional connectivity markers. This stratification cuts across diagnostic boundaries and might valuably inform future intervention studies. Our findings also highlight that biomarkers of interest can have different cognitive correlates in individuals with versus without clinically significant symptomatology. This might reflect protective influences leading to resilience in some individuals but not others.
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Affiliation(s)
- Janine D Bijsterbosch
- Centre for Functional MRI of the Brain (FMRIB), Wellcome Centre for Integrative Neuroimaging, Nuffield Department of Clinical Neurosciences, University of Oxford, John Radcliffe Hospital, Headley Way, Oxford OX3 9DU, UK; Department of Psychology and Helen Wills Neuroscience Institute, University of California Berkeley, United States.
| | - Tahereh L Ansari
- Centre for Functional MRI of the Brain (FMRIB), Wellcome Centre for Integrative Neuroimaging, Nuffield Department of Clinical Neurosciences, University of Oxford, John Radcliffe Hospital, Headley Way, Oxford OX3 9DU, UK
| | - Stephen Smith
- Centre for Functional MRI of the Brain (FMRIB), Wellcome Centre for Integrative Neuroimaging, Nuffield Department of Clinical Neurosciences, University of Oxford, John Radcliffe Hospital, Headley Way, Oxford OX3 9DU, UK
| | - Oliver Gauld
- Centre for Functional MRI of the Brain (FMRIB), Wellcome Centre for Integrative Neuroimaging, Nuffield Department of Clinical Neurosciences, University of Oxford, John Radcliffe Hospital, Headley Way, Oxford OX3 9DU, UK
| | - Ondrej Zika
- Centre for Functional MRI of the Brain (FMRIB), Wellcome Centre for Integrative Neuroimaging, Nuffield Department of Clinical Neurosciences, University of Oxford, John Radcliffe Hospital, Headley Way, Oxford OX3 9DU, UK
| | - Sirius Boessenkool
- Centre for Functional MRI of the Brain (FMRIB), Wellcome Centre for Integrative Neuroimaging, Nuffield Department of Clinical Neurosciences, University of Oxford, John Radcliffe Hospital, Headley Way, Oxford OX3 9DU, UK
| | - Michael Browning
- Centre for Functional MRI of the Brain (FMRIB), Wellcome Centre for Integrative Neuroimaging, Nuffield Department of Clinical Neurosciences, University of Oxford, John Radcliffe Hospital, Headley Way, Oxford OX3 9DU, UK; Department of Psychiatry, University of Oxford, UK
| | | | - Sonia J Bishop
- Centre for Functional MRI of the Brain (FMRIB), Wellcome Centre for Integrative Neuroimaging, Nuffield Department of Clinical Neurosciences, University of Oxford, John Radcliffe Hospital, Headley Way, Oxford OX3 9DU, UK; Department of Psychology and Helen Wills Neuroscience Institute, University of California Berkeley, United States.
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21
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Pregenual Anterior Cingulate Dysfunction Associated with Depression in OCD: An Integrated Multimodal fMRI/ 1H MRS Study. Neuropsychopharmacology 2018; 43:1146-1155. [PMID: 29052616 PMCID: PMC5854805 DOI: 10.1038/npp.2017.249] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2017] [Revised: 09/18/2017] [Accepted: 10/15/2017] [Indexed: 11/08/2022]
Abstract
Depression is a commonly occurring symptom in obsessive-compulsive disorder (OCD), and is associated with worse functional impairment, poorer quality of life, and poorer treatment response. Understanding the underlying neurochemical and connectivity-based brain mechanisms of this important symptom domain in OCD is necessary for development of novel, more globally effective treatments. To investigate biopsychological mechanisms of comorbid depression in OCD, we examined effective connectivity and neurochemical signatures in the pregenual anterior cingulate cortex (pACC), a structure known to be involved in both OCD and depression. Resting-state functional magnetic resonance imaging (fMRI) and 1H magnetic resonance spectroscopy (MRS) data were obtained from participants with OCD (n=49) and healthy individuals of equivalent age and sex (n=25). Granger causality-based effective (directed) connectivity was used to define causal networks involving the right and left pACC. The interplay between fMRI connectivity, 1H MRS and clinical data was explored by applying moderation and mediation analyses. We found that the causal influence of the right dorsal anterior midcingulate cortex (daMCC) on the right pACC was significantly lower in the OCD group and showed significant correlation with depressive symptom severity in the OCD group. Lower and moderate levels of glutamate (Glu) in the right pACC significantly moderated the interaction between right daMCC-pACC connectivity and depression severity. Our results suggest a biochemical-connectivity-psychological model of pACC dysfunction contributing to depression in OCD, particularly involving intracingulate connectivity and glutamate levels in the pACC. These findings have implications for potential molecular and network targets for treatment of this multi-faceted psychiatric condition.
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22
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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: 17.0] [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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23
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Negative mood influences default mode network functional connectivity in patients with chronic low back pain: implications for functional neuroimaging biomarkers. Pain 2017; 158:48-57. [PMID: 27583568 DOI: 10.1097/j.pain.0000000000000708] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The default mode network (DMN) has been proposed as a biomarker for several chronic pain conditions. Default mode network functional connectivity (FC) is typically examined during resting-state functional neuroimaging, in which participants are instructed to let thoughts wander. However, factors at the time of data collection (eg, negative mood) that might systematically impact pain perception and its brain activity, influencing the application of the DMN as a pain biomarker, are rarely reported. This study measured whether positive and negative moods altered DMN FC patterns in patients with chronic low back pain (CLBP), specifically focusing on negative mood because of its clinical relevance. Thirty-three participants (CLBP = 17) underwent resting-state functional magnetic resonance imaging scanning before and after sad and happy mood inductions, and rated levels of mood and pain intensity at the time of scanning. Two-way repeated-measures analysis of variances were conducted on resting-state functional connectivity data. Significant group (CLBP > healthy controls) × condition (sadness > baseline) interaction effects were identified in clusters spanning parietal operculum/postcentral gyrus, insular cortices, anterior cingulate cortex, frontal pole, and a portion of the cerebellum (PFDR < 0.05). However, only 1 significant cluster covering a portion of the cerebellum was identified examining a two-way repeated-measures analysis of variance for happiness > baseline (PFDR < 0.05). Overall, these findings suggest that DMN FC is affected by negative mood in individuals with and without CLBP. It is possible that DMN FC seen in patients with chronic pain is related to an affective dimension of pain, which is important to consider in future neuroimaging biomarker development and implementation.
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24
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Brodersen G, Oettingen G. Mental Contrasting of a Negative Future with a Positive Reality Regulates State Anxiety. Front Psychol 2017; 8:1596. [PMID: 28979223 PMCID: PMC5612034 DOI: 10.3389/fpsyg.2017.01596] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Accepted: 08/31/2017] [Indexed: 11/29/2022] Open
Abstract
Mental contrasting of a desired future with impeding reality is a self-regulatory strategy fostering goal pursuit. However, there is little research on mental contrasting of a negative future with a positive reality. We conducted two experiments, each with four experimental conditions, investigating the effects of mental contrasting a negative future with a positive reality on state anxiety: participants who mentally contrasted a negative future regarding a bacterial epidemic (Study 1, N = 199) or an idiosyncratic negative event (Study 2, N = 206) showed less state anxiety than participants who imagined the negative future only or who reverse contrasted; participants who mentally elaborated on the positive reality also showed less state anxiety. Our findings suggest that mental contrasting of a negative future helps people reduce disproportional anxiety regarding a negative future.
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Affiliation(s)
| | - Gabriele Oettingen
- Department of Psychology, University of HamburgHamburg, Germany.,Department of Psychology, New York University, New YorkNY, United States
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25
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Neurogenetic plasticity and sex influence the link between corticolimbic structural connectivity and trait anxiety. Sci Rep 2017; 7:10959. [PMID: 28887539 PMCID: PMC5591318 DOI: 10.1038/s41598-017-11497-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2017] [Accepted: 08/25/2017] [Indexed: 11/26/2022] Open
Abstract
Corticolimbic pathways connecting the amygdala and ventral prefrontal cortex (vPFC) are linked with trait anxiety, but it remains unclear what potential genetic moderators contribute to this association. We sought to address this by examining the inter-individual variability in neuroplasticity as modeled by a functional polymorphism (rs6265) in the human gene for brain derived neurotrophic factor (BDNF). Amygdala-vPFC pathway fractional anisotropy (FA) from 669 diffusion magnetic resonance images was used to examine associations with trait anxiety as a function of rs6265 genotype. We first replicated the inverse correlation between trait anxiety and amygdala-vPFC pathway FA in women. Furthermore, we found a moderating influence of rs6265 genotype such that the association between trait anxiety and right amygdala-vPFC pathway FA was strongest in women carrying the Met allele, which is linked with decreased activity-dependent neuroplasticity. Results indicate that the microstructural integrity of pathways supporting communication between the amygdala and vPFC help shape the expression of trait anxiety in women, and that this association is further modulated by genetically driven variability in neuroplasticity.
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26
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Karim HT, Tudorascu DL, Butters MA, Walker S, Aizenstein HJ, Andreescu C. In the grip of worry: cerebral blood flow changes during worry induction and reappraisal in late-life generalized anxiety disorder. Transl Psychiatry 2017; 7:e1204. [PMID: 28809854 PMCID: PMC5611745 DOI: 10.1038/tp.2017.180] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2016] [Revised: 05/16/2017] [Accepted: 06/07/2017] [Indexed: 12/29/2022] Open
Abstract
Severe worry includes a complex blend of maladaptive affective and cognitive processes. Contrary to other forms of anxiety, there is no consensus in the field regarding the neural basis of worry. To date, no study has looked at neural patterns associated specifically with in-scanner induction and reappraisal of worry. In this study, we attempt to describe distinct components of the 'neural phenomenology' of worry: induction, maintenance, severity and reappraisal, by using a personalized, in-scanner worry script. Twenty older, non-anxious participants and twenty late-life generalized anxiety disorder (GAD) participants were included. Whole-brain axial pseudo-continuous arterial spin-labeling scans were collected. We used a voxel-wise two-way ANOVA to test the group-by-block interaction. Worry induction was associated with greater cerebral blood flow (CBF) in the visual cortex, thalamus, caudate and medial frontal cortex compared with the rest. Reappraisal was associated with greater CBF in similar regions, whereas the orbital frontal gyrus showed lower CBF relative to rest. Relative to non-anxious participants, GAD had greater CBF in multiple regions during worry induction (visual and parietal cortex, middle and superior frontal) and lower CBF during reappraisal in the supplemental motor area, middle cingulate gyrus, insula and putamen. Except for the thalamus, there was no change in CBF throughout the five blocks of worry induction and reappraisal. Severe worry is distinctly associated with increased CBF in several neocortical regulatory regions. We present new data supporting the view of worry as a complex process, engaging multiple regions in the initiation, maintenance and reappraisal of worry.
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Affiliation(s)
- H T Karim
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - D L Tudorascu
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA,Department of Biostatistics, Graduate School of Public Health, Pittsburgh, PA, USA
| | - M A Butters
- Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - S Walker
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - H J Aizenstein
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA,Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - C Andreescu
- Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA,Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh School of Medicine, 3811 O’Hara Street, Pittsburgh, PA 15213, USA. E-mail:
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27
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Kircanski K, LeMoult J, Ordaz S, Gotlib IH. Investigating the nature of co-occurring depression and anxiety: Comparing diagnostic and dimensional research approaches. J Affect Disord 2017; 216:123-135. [PMID: 27554605 PMCID: PMC5308464 DOI: 10.1016/j.jad.2016.08.006] [Citation(s) in RCA: 76] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Revised: 07/11/2016] [Accepted: 08/11/2016] [Indexed: 02/04/2023]
Abstract
BACKGROUND Although approximately half of adults diagnosed with a depressive or anxiety disorder exhibit their simultaneous co-occurrence, traditional research has centered on single-target diagnoses, overlooking comorbidities within samples. In this article, we review and extend the literature that directly investigates co-occurring depression and anxiety, with the goal of shifting the focus from co-occurring diagnoses to symptom dimensions. METHODS First, we review studies that have directly compared psychobiological features (neural, neuroendocrine, autonomic) across depression, anxiety, and their co-occurrence, defined either categorically or dimensionally. Second, we analyze adults' diurnal cortisol secretion to examine the independent and interactive relations of continuously-assessed depressive and anxiety symptoms to neuroendocrine function. RESULTS Previous findings on the psychobiology of diagnostic co-occurrence are mixed. While nascent, evidence from dimensionally focused studies suggests that co-occurring levels of depressive and anxiety symptoms can interact with one another, as reflected in a distinct psychobiological profile for individuals with high levels of both symptom dimensions. Results of our analyses support this formulation: we found that depressive and anxiety symptom dimensions interacted consistently in their relation to the measures of diurnal cortisol. LIMITATIONS The illustrative sample was relatively small and included only women; future research should examine generalizability of these findings. CONCLUSIONS A dimensional approach to investigating the psychobiology of co-occurring depression and anxiety affords both conceptual and practical advantages. Simultaneously assessing depressive and anxiety symptom dimensions can efficiently capture their unique, shared, and interactive features, thereby identifying targets for intervention across a wide range of symptom presentations.
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Affiliation(s)
| | - Joelle LeMoult
- Department of Psychology, Stanford University, United States
| | - Sarah Ordaz
- Department of Psychology, Stanford University, United States; Department of Psychiatry, Stanford University, United States
| | - Ian H Gotlib
- Department of Psychology, Stanford University, United States
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28
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Schroder HS, Glazer JE, Bennett KP, Moran TP, Moser JS. Suppression of error-preceding brain activity explains exaggerated error monitoring in females with worry. Biol Psychol 2017; 122:33-41. [DOI: 10.1016/j.biopsycho.2016.03.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2015] [Revised: 03/22/2016] [Accepted: 03/24/2016] [Indexed: 12/26/2022]
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29
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Hand classification of fMRI ICA noise components. Neuroimage 2016; 154:188-205. [PMID: 27989777 PMCID: PMC5489418 DOI: 10.1016/j.neuroimage.2016.12.036] [Citation(s) in RCA: 335] [Impact Index Per Article: 37.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Revised: 12/09/2016] [Accepted: 12/14/2016] [Indexed: 11/21/2022] Open
Abstract
We present a practical "how-to" guide to help determine whether single-subject fMRI independent components (ICs) characterise structured noise or not. Manual identification of signal and noise after ICA decomposition is required for efficient data denoising: to train supervised algorithms, to check the results of unsupervised ones or to manually clean the data. In this paper we describe the main spatial and temporal features of ICs and provide general guidelines on how to evaluate these. Examples of signal and noise components are provided from a wide range of datasets (3T data, including examples from the UK Biobank and the Human Connectome Project, and 7T data), together with practical guidelines for their identification. Finally, we discuss how the data quality, data type and preprocessing can influence the characteristics of the ICs and present examples of particularly challenging datasets.
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30
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Kim MJ, Brown AC, Mattek AM, Chavez SJ, Taylor JM, Palmer AL, Wu YC, Whalen PJ. The Inverse Relationship between the Microstructural Variability of Amygdala-Prefrontal Pathways and Trait Anxiety Is Moderated by Sex. Front Syst Neurosci 2016; 10:93. [PMID: 27899884 PMCID: PMC5110520 DOI: 10.3389/fnsys.2016.00093] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2016] [Accepted: 11/03/2016] [Indexed: 01/01/2023] Open
Abstract
Anxiety impacts the quality of everyday life and may facilitate the development of affective disorders, possibly through concurrent alterations in neural circuitry. Findings from multimodal neuroimaging studies suggest that trait-anxious individuals may have a reduced capacity for efficient communication between the amygdala and the ventral prefrontal cortex (vPFC). A diffusion-weighted imaging protocol with 61 directions was used to identify lateral and medial amygdala-vPFC white matter pathways. The structural integrity of both pathways was inversely correlated with self-reported levels of trait anxiety. When this mask from our first dataset was then applied to an independent validation dataset, both pathways again showed a consistent inverse relationship with trait anxiety. Importantly, a moderating effect of sex was found, demonstrating that the observed brain-anxiety relationship was stronger in females. These data reveal a potential neuroanatomical mediator of previously documented functional alterations in amygdala-prefrontal connectivity that is associated with trait anxiety, which might prove informative for future studies of psychopathology.
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Affiliation(s)
- M Justin Kim
- Department of Psychological and Brain Sciences, Dartmouth College Hanover, NH, USA
| | - Annemarie C Brown
- Department of Psychological and Brain Sciences, Dartmouth College Hanover, NH, USA
| | - Alison M Mattek
- Department of Psychological and Brain Sciences, Dartmouth College Hanover, NH, USA
| | - Samantha J Chavez
- Department of Psychological and Brain Sciences, Dartmouth CollegeHanover, NH, USA; Division of Epidemiology, The Ohio State University College of Public HealthColumbus, OH, USA
| | - James M Taylor
- Department of Psychological and Brain Sciences, Dartmouth College Hanover, NH, USA
| | - Amy L Palmer
- Department of Psychological and Brain Sciences, Dartmouth College Hanover, NH, USA
| | - Yu-Chien Wu
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine Indianapolis, IN, USA
| | - Paul J Whalen
- Department of Psychological and Brain Sciences, Dartmouth College Hanover, NH, USA
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31
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Makovac E, Meeten F, Watson DR, Herman A, Garfinkel SN, D Critchley H, Ottaviani C. Alterations in Amygdala-Prefrontal Functional Connectivity Account for Excessive Worry and Autonomic Dysregulation in Generalized Anxiety Disorder. Biol Psychiatry 2016; 80:786-795. [PMID: 26682467 DOI: 10.1016/j.biopsych.2015.10.013] [Citation(s) in RCA: 129] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2015] [Revised: 09/23/2015] [Accepted: 10/13/2015] [Indexed: 12/30/2022]
Abstract
BACKGROUND Generalized anxiety disorder (GAD) is characterized by the core symptom of uncontrollable worry. Functional magnetic resonance imaging studies link this symptom to aberrant functional connectivity between the amygdala and prefrontal cortex. Patients with GAD also display a characteristic pattern of autonomic dysregulation. Although frontolimbic circuitry is implicated in the regulation of autonomic arousal, no previous study to our knowledge combined functional magnetic resonance imaging with peripheral physiologic monitoring in these patients to test the hypothesis that core symptoms of worry and autonomic dysregulation in GAD arise from a shared underlying neural mechanism. METHODS We used resting-state functional magnetic resonance imaging and the measurement of parasympathetic autonomic function (heart rate variability) in 19 patients with GAD and 21 control subjects to define neural correlates of autonomic and cognitive responses before and after induction of perseverative cognition. Seed-based analyses were conducted to quantify brain changes in functional connectivity with the right and left amygdala. RESULTS Before induction, patients showed relatively lower connectivity between the right amygdala and right superior frontal gyrus, right paracingulate/anterior cingulate cortex, and right supramarginal gyrus than control subjects. After induction, such connectivity patterns increased in patients with GAD and decreased in control subjects, and these changes tracked increases in state perseverative cognition. Moreover, decreases in functional connectivity between the left amygdala and subgenual cingulate cortex and between the right amygdala and caudate nucleus predicted the magnitude of reduction in heart rate variability after induction. CONCLUSIONS Our results link functional brain mechanisms underlying worry and rumination to autonomic dyscontrol, highlighting overlapping neural substrates associated with cognitive and autonomic responses to the induction of perseverative cognitions in patients with GAD.
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Affiliation(s)
- Elena Makovac
- Santa Lucia Foundation, Rome, Italy; Department of Psychiatry, Division of Medicine, Brighton and Sussex Medical School, Brighton
| | - Frances Meeten
- Department of Psychiatry, Division of Medicine, Brighton and Sussex Medical School, Brighton; Kings College London, London; Sussex Partnership National Health Service Foundation Trust, University of Sussex, Sussex, United Kingdom
| | - David R Watson
- Department of Psychiatry, Division of Medicine, Brighton and Sussex Medical School, Brighton
| | - Aleksandra Herman
- Department of Psychiatry, Division of Medicine, Brighton and Sussex Medical School, Brighton
| | - Sarah N Garfinkel
- Department of Psychiatry, Division of Medicine, Brighton and Sussex Medical School, Brighton; Sackler Centre for Consciousness Science, University of Sussex, Sussex, United Kingdom
| | - Hugo D Critchley
- Department of Psychiatry, Division of Medicine, Brighton and Sussex Medical School, Brighton; Sussex Partnership National Health Service Foundation Trust, University of Sussex, Sussex, United Kingdom; Sackler Centre for Consciousness Science, University of Sussex, Sussex, United Kingdom
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32
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Anxious personality and functional efficiency of the insular-opercular network: A graph-analytic approach to resting-state fMRI. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2016; 16:1039-1049. [DOI: 10.3758/s13415-016-0451-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
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33
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He Y, Xu T, Zhang W, Zuo XN. Lifespan anxiety is reflected in human amygdala cortical connectivity. Hum Brain Mapp 2015; 37:1178-93. [PMID: 26859312 PMCID: PMC5064618 DOI: 10.1002/hbm.23094] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2015] [Revised: 12/05/2015] [Accepted: 12/08/2015] [Indexed: 01/05/2023] Open
Abstract
The amygdala plays a pivotal role in processing anxiety and connects to large‐scale brain networks. However, intrinsic functional connectivity (iFC) between amygdala and these networks has rarely been examined in relation to anxiety, especially across the lifespan. We employed resting‐state functional MRI data from 280 healthy adults (18–83.5 yrs) to elucidate the relationship between anxiety and amygdala iFC with common cortical networks including the visual network, somatomotor network, dorsal attention network, ventral attention network, limbic network, frontoparietal network, and default network. Global and network‐specific iFC were separately computed as mean iFC of amygdala with the entire cerebral cortex and each cortical network. We detected negative correlation between global positive amygdala iFC and trait anxiety. Network‐specific associations between amygdala iFC and anxiety were also detectable. Specifically, the higher iFC strength between the left amygdala and the limbic network predicted lower state anxiety. For the trait anxiety, left amygdala anxiety–connectivity correlation was observed in both somatomotor and dorsal attention networks, whereas the right amygdala anxiety–connectivity correlation was primarily distributed in the frontoparietal and ventral attention networks. Ventral attention network exhibited significant anxiety–gender interactions on its iFC with amygdala. Together with findings from additional vertex‐wise analysis, these data clearly indicated that both low‐level sensory networks and high‐level associative networks could contribute to detectable predictions of anxiety behaviors by their iFC profiles with the amygdala. This set of systems neuroscience findings could lead to novel functional network models on neural correlates of human anxiety and provide targets for novel treatment strategies on anxiety disorders. Hum Brain Mapp 37:1178–1193, 2016. © 2015 The Authors Human Brain Mapping Published by Wiley Periodicals, Inc.
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Affiliation(s)
- Ye He
- Key Laboratory of Behavioral Science and Magnetic Resonance Imaging Research Center, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China.,Laboratory for Functional Connectome and Development, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Ting Xu
- Key Laboratory of Behavioral Science and Magnetic Resonance Imaging Research Center, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China.,Laboratory for Functional Connectome and Development, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Wei Zhang
- Department of Rehabilitation Medicine, Beijing Friendship Hospital, Capital Medical University, Beijing, 100050, China
| | - Xi-Nian Zuo
- Key Laboratory of Behavioral Science and Magnetic Resonance Imaging Research Center, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China.,Laboratory for Functional Connectome and Development, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China.,Faculty of Psychology, Southwest University, Chongqing, Beibei, 400715, China.,Department of Psychology, School of Education Science, Guangxi Teachers Education University, Nanning, Guangxi, 530001, China
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34
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Bijsterbosch J, Smith S, Bishop SJ. Functional Connectivity under Anticipation of Shock: Correlates of Trait Anxious Affect versus Induced Anxiety. J Cogn Neurosci 2015; 27:1840-53. [PMID: 25961638 DOI: 10.1162/jocn_a_00825] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Sustained anxiety about potential future negative events is an important feature of anxiety disorders. In this study, we used a novel anticipation of shock paradigm to investigate individual differences in functional connectivity during prolonged threat of shock. We examined the correlates of between-participant differences in trait anxious affect and induced anxiety, where the latter reflects changes in self-reported anxiety resulting from the shock manipulation. Dissociable effects of trait anxious affect and induced anxiety were observed. Participants with high scores on a latent dimension of anxious affect showed less increase in ventromedial pFC-amygdala connectivity between periods of safety and shock anticipation. Meanwhile, lower levels of induced anxiety were linked to greater augmentation of dorsolateral pFC-anterior insula connectivity during shock anticipation. These findings suggest that ventromedial pFC-amygdala and dorsolateral pFC-insula networks might both contribute to regulation of sustained fear responses, with their recruitment varying independently across participants. The former might reflect an evolutionarily old mechanism for reducing fear or anxiety, whereas the latter might reflect a complementary mechanism by which cognitive control can be implemented to diminish fear responses generated due to anticipation of aversive stimuli or events. These two circuits might provide complementary, alternate targets for exploration in future pharmacological and cognitive intervention studies.
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Affiliation(s)
| | | | - Sonia J Bishop
- University of Oxford.,University of California, Berkeley
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Hamm LL, Jacobs RH, Johnson MW, Fitzgerald DA, Fitzgerald KD, Langenecker SA, Monk CS, Phan KL. Aberrant amygdala functional connectivity at rest in pediatric anxiety disorders. BIOLOGY OF MOOD & ANXIETY DISORDERS 2014; 4:15. [PMID: 25530842 PMCID: PMC4272798 DOI: 10.1186/s13587-014-0015-4] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/29/2014] [Accepted: 11/28/2014] [Indexed: 01/19/2023]
Abstract
BACKGROUND Childhood onset of anxiety disorders is associated with greater functional impairment and burden across the lifespan. Recent work suggests that generalized anxiety disorder (GAD) is characterized by dysfunctional connectivity in amygdala-based circuits at rest in adolescents, consistent with adults. However, neural mechanisms underlying a broad spectrum of often-comorbid anxiety disorders in children remains unclear and understudied. The current study examines amygdala functional connectivity at rest in children and adolescents across comorbid anxiety disorders (ADs) including youth with primary diagnoses of GAD and social phobia (SP). RESULTS Compared with healthy controls (HCs), AD youth exhibited hyperconnectivity between the right amygdala and the insula and hypoconnectivity between the left amygdala and the ventromedial prefrontal cortex (vmPFC) and posterior cingulate cortex (PCC). Within the AD group, connectivity was not correlated with anxiety severity and only the amygdala-PCC connectivity was positively correlated with age. CONCLUSIONS Our findings indicate that youth with comorbid ADs demonstrate aberrant connectivity in the anterior limbic network (ALN) as well as the PCC at rest. This extends upon previous work suggesting alterations in amygdala circuits underlying fear learning, emotion regulation, and the processing of interoceptive states. Presence of these findings within this young, comorbid sample points to underlying common mechanisms across ADs and illuminates future targets for prevention and intervention in childhood.
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Affiliation(s)
- Lisa L Hamm
- Department of Psychiatry, University of Illinois at Chicago, 1747 W. Roosevelt Road, IJR/WROB Rm. 244, Chicago, IL 60608 USA
| | - Rachel H Jacobs
- Department of Psychiatry, University of Illinois at Chicago, 1747 W. Roosevelt Road, IJR/WROB Rm. 244, Chicago, IL 60608 USA
| | - Meghan W Johnson
- Department of Psychiatry, University of Illinois at Chicago, 1747 W. Roosevelt Road, IJR/WROB Rm. 244, Chicago, IL 60608 USA
| | - Daniel A Fitzgerald
- Department of Psychiatry, University of Illinois at Chicago, 1747 W. Roosevelt Road, IJR/WROB Rm. 244, Chicago, IL 60608 USA
| | - Kate D Fitzgerald
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan USA
| | - Scott A Langenecker
- Department of Psychiatry, University of Illinois at Chicago, 1747 W. Roosevelt Road, IJR/WROB Rm. 244, Chicago, IL 60608 USA
| | - Christopher S Monk
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan USA ; Department of Psychology, University of Michigan, Ann Arbor, Michigan USA
| | - K Luan Phan
- Department of Psychiatry, University of Illinois at Chicago, 1747 W. Roosevelt Road, IJR/WROB Rm. 244, Chicago, IL 60608 USA ; Department of Psychiatry, University of Michigan, Ann Arbor, Michigan USA ; Department of Psychology, University of Illinois at Chicago, Chicago, Illinois USA ; Department of Anatomy and Cell Biology, University of Illinois at Chicago, Chicago, Illinois USA
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36
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Becerra L, Sava S, Simons LE, Drosos AM, Sethna N, Berde C, Lebel AA, Borsook D. Intrinsic brain networks normalize with treatment in pediatric complex regional pain syndrome. Neuroimage Clin 2014; 6:347-69. [PMID: 25379449 PMCID: PMC4218937 DOI: 10.1016/j.nicl.2014.07.012] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2014] [Revised: 07/17/2014] [Accepted: 07/29/2014] [Indexed: 12/22/2022]
Abstract
Pediatric complex regional pain syndrome (P-CRPS) offers a unique model of chronic neuropathic pain as it either resolves spontaneously or through therapeutic interventions in most patients. Here we evaluated brain changes in well-characterized children and adolescents with P-CRPS by measuring resting state networks before and following a brief (median = 3 weeks) but intensive physical and psychological treatment program, and compared them to matched healthy controls. Differences in intrinsic brain networks were observed in P-CRPS compared to controls before treatment (disease state) with the most prominent differences in the fronto-parietal, salience, default mode, central executive, and sensorimotor networks. Following treatment, behavioral measures demonstrated a reduction of symptoms and improvement of physical state (pain levels and motor functioning). Correlation of network connectivities with spontaneous pain measures pre- and post-treatment indicated concomitant reductions in connectivity in salience, central executive, default mode and sensorimotor networks (treatment effects). These results suggest a rapid alteration in global brain networks with treatment and provide a venue to assess brain changes in CRPS pre- and post-treatment, and to evaluate therapeutic effects.
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Affiliation(s)
- Lino Becerra
- Pain/Analgesia Imaging Neuroscience (P.A.I.N.) Group, Boston Children's Hospital, 300 Longwood Ave., Boston, MA 02115, USA ; Department of Anesthesiology, Boston Children's Hospital, 300 Longwood Ave., Boston, MA 02115, USA ; Department of Radiology, Boston Children's Hospital, 300 Longwood Ave., Boston, MA 02115, USA
| | - Simona Sava
- Pain/Analgesia Imaging Neuroscience (P.A.I.N.) Group, Boston Children's Hospital, 300 Longwood Ave., Boston, MA 02115, USA
| | - Laura E Simons
- Pain/Analgesia Imaging Neuroscience (P.A.I.N.) Group, Boston Children's Hospital, 300 Longwood Ave., Boston, MA 02115, USA ; Department of Anesthesiology, Boston Children's Hospital, 300 Longwood Ave., Boston, MA 02115, USA
| | - Athena M Drosos
- Pain/Analgesia Imaging Neuroscience (P.A.I.N.) Group, Boston Children's Hospital, 300 Longwood Ave., Boston, MA 02115, USA
| | - Navil Sethna
- Department of Anesthesiology, Boston Children's Hospital, 300 Longwood Ave., Boston, MA 02115, USA
| | - Charles Berde
- Department of Anesthesiology, Boston Children's Hospital, 300 Longwood Ave., Boston, MA 02115, USA
| | - Alyssa A Lebel
- Pain/Analgesia Imaging Neuroscience (P.A.I.N.) Group, Boston Children's Hospital, 300 Longwood Ave., Boston, MA 02115, USA ; Department of Anesthesiology, Boston Children's Hospital, 300 Longwood Ave., Boston, MA 02115, USA
| | - David Borsook
- Pain/Analgesia Imaging Neuroscience (P.A.I.N.) Group, Boston Children's Hospital, 300 Longwood Ave., Boston, MA 02115, USA ; Department of Anesthesiology, Boston Children's Hospital, 300 Longwood Ave., Boston, MA 02115, USA
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