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Li Q, Zhang X, Yang X, Pan N, Li X, Kemp GJ, Wang S, Gong Q. Pre-COVID brain network topology prospectively predicts social anxiety alterations during the COVID-19 pandemic. Neurobiol Stress 2023; 27:100578. [PMID: 37842018 PMCID: PMC10570707 DOI: 10.1016/j.ynstr.2023.100578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 09/12/2023] [Accepted: 09/30/2023] [Indexed: 10/17/2023] Open
Abstract
Background Social anxiety (SA) is a negative emotional response that can lead to mental health issues, which some have experienced during the coronavirus disease 2019 (COVID-19) pandemic. Little attention has been given to the neurobiological mechanisms underlying inter-individual differences in SA alterations related to COVID-19. This study aims to identify neurofunctional markers of COVID-specific SA development. Methods 110 healthy participants underwent resting-state magnetic resonance imaging and behavioral tests before the pandemic (T1, October 2019 to January 2020) and completed follow-up behavioral measurements during the pandemic (T2, February to May 2020). We constructed individual functional networks and used graph theoretical analysis to estimate their global and nodal topological properties, then used Pearson correlation and partial least squares correlations examine their associations with COVID-specific SA alterations. Results In terms of global network parameters, SA alterations (T2-T1) were negatively related to pre-pandemic brain small-worldness and normalized clustering coefficient. In terms of nodal network parameters, SA alterations were positively linked to a pronounced degree centrality pattern, encompassing both the high-level cognitive networks (dorsal attention network, cingulo-opercular task control network, default mode network, memory retrieval network, fronto-parietal task control network, and subcortical network) and low-level perceptual networks (sensory/somatomotor network, auditory network, and visual network). These findings were robust after controlling for pre-pandemic general anxiety, other stressful life events, and family socioeconomic status, as well as by treating SA alterations as categorical variables. Conclusions The individual functional network associated with SA alterations showed a disrupted topological organization with a more random state, which may shed light on the neurobiological basis of COVID-related SA changes at the network level.
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Affiliation(s)
- Qingyuan Li
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
- Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, 610041, China
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, 610041, China
- Functional & Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Xun Zhang
- Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, 610041, China
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, 610041, China
- Functional & Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Xun Yang
- School of Public Affairs, Chongqing University, Chongqing, 400044, China
| | - Nanfang Pan
- Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, 610041, China
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, 610041, China
- Functional & Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Xiao Li
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Graham J. Kemp
- Liverpool Magnetic Resonance Imaging Centre (LiMRIC) and Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, L69 3BX, UK
| | - Song Wang
- Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, 610041, China
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, 610041, China
- Functional & Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Qiyong Gong
- Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, 610041, China
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, 610041, China
- Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, 361000, China
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2
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Pei G, Xiao Q, Pan Y, Li T, Jin J. Neural evidence of face processing in social anxiety disorder: A systematic review with meta-analysis. Neurosci Biobehav Rev 2023; 152:105283. [PMID: 37315657 DOI: 10.1016/j.neubiorev.2023.105283] [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: 01/19/2023] [Revised: 06/09/2023] [Accepted: 06/10/2023] [Indexed: 06/16/2023]
Abstract
Numerous previous studies have used event-related potentials (ERPs) to examine facial processing deficits in individuals with social anxiety disorder (SAD). However, researchers still need to determine whether the deficits are general or specific and what the dominant factors are behind different cognitive stages. Meta-analysis was performed to quantitatively identify face processing deficits in individuals with SAD. Ninety-seven results in 27 publications involving 1032 subjects were calculated using Hedges' g. The results suggest that the face itself elicits enlarged P1 amplitudes, threat-related facial expressions induce larger P2 amplitudes, and negative facial expressions lead to enhanced P3/LPP amplitudes in SAD individuals compared with controls. That is, there is face perception attentional bias in the early phase (P1), threat attentional bias in the mid-term phase (P2), and negative emotion attentional bias in the late phase (P3/LPP), which can be summarized into a three-phase SAD face processing deficit model. These findings provide an essential theoretical basis for cognitive behavioral therapy and have significant application value for the initial screening, intervention, and treatment of social anxiety.
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Affiliation(s)
- Guanxiong Pei
- Research Center for Multi-Modal Intelligence, Research Institute of Artificial Intelligence, Zhejiang Lab, 1818# Wenyixi Road, Hangzhou 311121, China
| | - Qin Xiao
- Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), 550# Dalian West Road, Shanghai 200083, China; School of Business and Management, Shanghai International Studies University, 550# Dalian West Road, Shanghai 200083, China
| | - Yu Pan
- Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), 550# Dalian West Road, Shanghai 200083, China; School of Business and Management, Shanghai International Studies University, 550# Dalian West Road, Shanghai 200083, China
| | - Taihao Li
- Research Center for Multi-Modal Intelligence, Research Institute of Artificial Intelligence, Zhejiang Lab, 1818# Wenyixi Road, Hangzhou 311121, China.
| | - Jia Jin
- Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), 550# Dalian West Road, Shanghai 200083, China; School of Business and Management, Shanghai International Studies University, 550# Dalian West Road, Shanghai 200083, China; Guangdong Institute of Intelligence Science and Technology, Joint Lab of Finance and Business Intelligence, 2515# Huandao North Road, Zhuhai 519031, China.
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3
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Zehtner RI, Neudert MK, Schäfer A, Fricke S, Seinsche RJ, Stark R, Hermann A. Weathering the storm of emotions: immediate and lasting effects of reinterpretation and distancing on event-related potentials and their association with habitual use of cognitive reappraisal. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2023; 23:1113-1128. [PMID: 37231103 PMCID: PMC10400673 DOI: 10.3758/s13415-023-01105-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/19/2023] [Indexed: 05/27/2023]
Abstract
Reinterpretation and distancing, two cognitive reappraisal tactics, are known to effectively reduce negative feelings and event-related potentials (ERPs), such as the P300 and the late positive potential (LPP), in the short-term. Less is known about differential and lasting effects on ERPs as well as their association with habitual reappraisal. Fifty-seven participants were instructed to passively view or reappraise (reinterpretation, distancing) pictures that were repeatedly presented with the same instruction (active regulation phase). Thirty minutes later, these pictures were shown again without instruction for the assessment of lasting effects (re-exposure phase). ERPs were recorded and participants rated the intensity of negative feelings following picture presentation. Reappraisal led to an attenuation of the LPP, and both tactics decreased negative feelings during active regulation, whereby reinterpretation had a stronger impact on the subjective level. Passive re-exposure resulted in reduced negative feelings for previously reappraised pictures but had no lasting effects on ERPs. Higher habitual reappraisal was associated with higher P300 and early LPP amplitudes for emotional reactivity during the active regulation phase. During the re-exposure phase, higher habitual reappraisal was not related to ERPs. The current findings emphasize the effectiveness of both tactics in the short-term and lasting effects on the subjective experience of negative feelings. Enhanced emotional reactivity on the electrocortical level in individuals with a more frequent habitual use of reappraisal might indicate a higher preparedness to regulate.
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Affiliation(s)
- Raphaela I Zehtner
- Department of Psychotherapy and Systems Neuroscience, Justus Liebig University Giessen, Otto-Behaghel-Str. 10H, Giessen, 35394, Germany.
- Bender Institute of Neuroimaging, Justus Liebig University Giessen, Gießen, Germany.
| | - Marie K Neudert
- Department of Psychotherapy and Systems Neuroscience, Justus Liebig University Giessen, Otto-Behaghel-Str. 10H, Giessen, 35394, Germany
- Bender Institute of Neuroimaging, Justus Liebig University Giessen, Gießen, Germany
| | - Axel Schäfer
- Department of Psychotherapy and Systems Neuroscience, Justus Liebig University Giessen, Otto-Behaghel-Str. 10H, Giessen, 35394, Germany
- Bender Institute of Neuroimaging, Justus Liebig University Giessen, Gießen, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg and Justus Liebig University Giessen, Marburg, Giessen, Germany
| | - Susanne Fricke
- Department of Psychotherapy and Systems Neuroscience, Justus Liebig University Giessen, Otto-Behaghel-Str. 10H, Giessen, 35394, Germany
- Bender Institute of Neuroimaging, Justus Liebig University Giessen, Gießen, Germany
| | - Rosa J Seinsche
- Department of Psychotherapy and Systems Neuroscience, Justus Liebig University Giessen, Otto-Behaghel-Str. 10H, Giessen, 35394, Germany
- Bender Institute of Neuroimaging, Justus Liebig University Giessen, Gießen, Germany
| | - Rudolf Stark
- Department of Psychotherapy and Systems Neuroscience, Justus Liebig University Giessen, Otto-Behaghel-Str. 10H, Giessen, 35394, Germany
- Bender Institute of Neuroimaging, Justus Liebig University Giessen, Gießen, Germany
| | - Andrea Hermann
- Department of Psychotherapy and Systems Neuroscience, Justus Liebig University Giessen, Otto-Behaghel-Str. 10H, Giessen, 35394, Germany
- Bender Institute of Neuroimaging, Justus Liebig University Giessen, Gießen, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg and Justus Liebig University Giessen, Marburg, Giessen, Germany
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Hidalgo-Lopez E, Engman J, Poromaa IS, Gingnell M, Pletzer B. Triple network model of brain connectivity changes related to adverse mood effects in an oral contraceptive placebo-controlled trial. Transl Psychiatry 2023; 13:209. [PMID: 37328507 PMCID: PMC10276024 DOI: 10.1038/s41398-023-02470-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 05/02/2023] [Accepted: 05/12/2023] [Indexed: 06/18/2023] Open
Abstract
Combined oral contraceptives (COC) are among the most commonly used contraceptive methods worldwide, and mood side effects are the major reason for discontinuation of treatment. We here investigate the directed connectivity patterns associated with the mood side effects of an androgenic COC in a double-blind randomized, placebo-controlled trial in women with a history of affective COC side effects (n = 34). We used spectral dynamic causal modeling on a triple network model consisting of the default mode network (DMN), salience network (SN) and executive control network (ECN). Within this framework, we assessed the treatment-related changes in directed connectivity associated with adverse mood side effects. Overall, during COC use, we found a pattern of enhanced connectivity within the DMN and decreased connectivity within the ECN. The dorsal anterior cingulate cortex (SN) mediates an increased recruitment of the DMN by the ECN during treatment. Mood lability was the most prominent COC-induced symptom and also arose as the side effect most consistently related to connectivity changes. Connections that were related to increased mood lability showed increased connectivity during COC treatment, while connections that were related to decreased mood lability showed decreased connectivity during COC treatment. Among these, the connections with the highest effect size could also predict the participants' treatment group above chance.
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Affiliation(s)
- Esmeralda Hidalgo-Lopez
- Department of Psychology, University of Salzburg, Salzburg, Austria.
- Centre for Cognitive Neuroscience, University of Salzburg, Salzburg, Austria.
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA.
- Department of Anesthesiology, Chronic Pain and Fatigue Research Center, University of Michigan, Ann Arbor, MI, USA.
| | - Jonas Engman
- Department of Psychology, Uppsala University, 751 85, Uppsala, Sweden
| | - Inger Sundström Poromaa
- Department of Women's and Children's Health, Uppsala University, 751 85, Uppsala, Sweden
- Centre for Women's Mental Health during the Reproductive Lifespan, Uppsala University, 751 85, Uppsala, Sweden
| | - Malin Gingnell
- Department of Psychology, Uppsala University, 751 85, Uppsala, Sweden
- Department of Women's and Children's Health, Uppsala University, 751 85, Uppsala, Sweden
- Department of Medical Sciences, Uppsala University, 751 85, Uppsala, Sweden
| | - Belinda Pletzer
- Department of Psychology, University of Salzburg, Salzburg, Austria.
- Centre for Cognitive Neuroscience, University of Salzburg, Salzburg, Austria.
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5
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Picó-Pérez M, Fullana MA, Albajes-Eizagirre A, Vega D, Marco-Pallarés J, Vilar A, Chamorro J, Felmingham KL, Harrison BJ, Radua J, Soriano-Mas C. Neural predictors of cognitive-behavior therapy outcome in anxiety-related disorders: a meta-analysis of task-based fMRI studies. Psychol Med 2023; 53:3387-3395. [PMID: 35916600 DOI: 10.1017/s0033291721005444] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND Cognitive-behavior therapy (CBT) is a well-established first-line intervention for anxiety-related disorders, including specific phobia, social anxiety disorder, panic disorder/agoraphobia, generalized anxiety disorder, obsessive-compulsive disorder, and posttraumatic stress disorder. Several neural predictors of CBT outcome for anxiety-related disorders have been proposed, but previous results are inconsistent. METHODS We conducted a systematic review and meta-analysis of task-based functional magnetic resonance imaging (fMRI) studies investigating whole-brain predictors of CBT outcome in anxiety-related disorders (17 studies, n = 442). RESULTS Across different tasks, we observed that brain response in a network of regions involved in salience and interoception processing, encompassing fronto-insular (the right inferior frontal gyrus-anterior insular cortex) and fronto-limbic (the dorsomedial prefrontal cortex-dorsal anterior cingulate cortex) cortices was strongly associated with a positive CBT outcome. CONCLUSIONS Our results suggest that there are robust neural predictors of CBT outcome in anxiety-related disorders that may eventually lead (probably in combination with other data) to develop personalized approaches for the treatment of these mental disorders.
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Affiliation(s)
- Maria Picó-Pérez
- Life and Health Sciences Research Institute (ICVS), University of Minho, Braga, Portugal
- ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal
- Clinical Academic Center - Braga, Braga, Portugal
| | - Miquel A Fullana
- Adult Psychiatry and Psychology Department, Institute of Neurosciences, Hospital Clinic, Barcelona, Spain
- Imaging of Mood- and Anxiety-Related Disorders (IMARD) Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), CIBERSAM, Barcelona, Spain
| | - Anton Albajes-Eizagirre
- Imaging of Mood- and Anxiety-Related Disorders (IMARD) Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), CIBERSAM, Barcelona, Spain
- Opticks Security, Barcelona, Spain
| | - Daniel Vega
- Psychiatry and Mental Health Department, Consorci Sanitari de l'Anoia & Fundació Sanitària d'Igualada, Igualada, Barcelona, Spain
- Unitat de Psicologia Mèdica, Departament de Psiquiatria i Medicina Legal & Institut de Neurociències, Universitat Autònoma de Barcelona, Bellaterra, Barcelona, Spain
| | - Josep Marco-Pallarés
- Department of Cognition, Development and Educational Psychology, Institute of Neurosciences, University of Barcelona, Barcelona, Spain
- Cognition and Brain Plasticity Unit, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Ana Vilar
- Institut de Neuropsiquiatria i Addiccions, Hospital de Dia Infanto Juvenil Litoral Mar, Parc de Salut Mar, Barcelona, Spain
| | - Jacobo Chamorro
- Anxiety Unit, Institute of Neuropsychiatry and Addictions, Parc de Salut Mar, Barcelona, Spain
| | - Kim L Felmingham
- School of Psychological Sciences, University of Melbourne, Melbourne, Australia
| | - Ben J Harrison
- Department of Psychiatry, Melbourne Neuropsychiatry Centre, The University of Melbourne and Melbourne Health, Carlton, Victoria, Australia
| | - Joaquim Radua
- Imaging of Mood- and Anxiety-Related Disorders (IMARD) Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), CIBERSAM, Barcelona, Spain
- Department of Clinical Neuroscience, Centre for Psychiatric Research and Education, Karolinska Institutet, Stockholm, Sweden
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Carles Soriano-Mas
- Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
- CIBERSAM, Barcelona, Spain
- Department of Psychobiology and Methodology of Health Sciences, Universitat Autònoma de Barcelona, Barcelona, Spain
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6
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Wlad M, Frick A, Engman J, Hjorth O, Hoppe JM, Faria V, Wahlstedt K, Björkstrand J, Månsson KN, Hultberg S, Alaie I, Rosén J, Fredrikson M, Furmark T, Gingnell M. Dorsal anterior cingulate cortex activity during cognitive challenge in social anxiety disorder. Behav Brain Res 2023; 442:114304. [PMID: 36681164 DOI: 10.1016/j.bbr.2023.114304] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 01/16/2023] [Accepted: 01/17/2023] [Indexed: 01/19/2023]
Abstract
BACKGROUND Social anxiety disorder (SAD) is associated with aberrant emotional information processing while little is known about non-emotional cognitive processing biases. The dorsal anterior cingulate cortex (dACC) has been implicated in SAD neuropathology and is activated both by emotional and non-affective cognitive challenges like the Multisource Interference Task (MSIT). METHODS Here, we used fMRI to compare dACC activity and test performance during MSIT in 69 SAD patients and 38 healthy controls. In addition to patient-control comparisons, we examined whether neural activity in the dACC correlated with social anxiety, trait anxiety or depression levels. RESULTS The MSIT activated the dACC as expected but with no differences in task performance or neural reactivity between SAD patients and controls. There were no significant correlations between dACC activity and social or trait anxiety symptom severity. In patients, there was a significant negative correlation between dACC activity and depressive symptoms. CONCLUSIONS In absence of affective challenge, we found no disorder-related cognitive profile in SAD patients since neither MSIT task performance nor dACC neural activity deviated in patients relative to controls.
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Affiliation(s)
- Magdalena Wlad
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden.
| | - Andreas Frick
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden.
| | - Jonas Engman
- Department of Psychology, Uppsala University, Uppsala, Sweden.
| | - Olof Hjorth
- Department of Psychology, Uppsala University, Uppsala, Sweden.
| | - Johanna M Hoppe
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden.
| | - Vanda Faria
- Department of Psychology, Uppsala University, Uppsala, Sweden; Brain and Eye Pain Imaging Lab, Pain and Affective Neuroscience Center, Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA; Department of Otorhinolaryngology, Smell & Taste Clinic, TU Dresden, Dresden, Germany.
| | - Kurt Wahlstedt
- Department of Psychology, Uppsala University, Uppsala, Sweden.
| | | | - Kristoffer Nt Månsson
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.
| | - Sara Hultberg
- Department of Psychology, Uppsala University, Uppsala, Sweden.
| | - Iman Alaie
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden; Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.
| | - Jörgen Rosén
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.
| | - Mats Fredrikson
- Department of Psychology, Uppsala University, Uppsala, Sweden.
| | - Tomas Furmark
- Department of Psychology, Uppsala University, Uppsala, Sweden.
| | - Malin Gingnell
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden; Department of Psychology, Uppsala University, Uppsala, Sweden.
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Cammisuli DM, Castelnuovo G. Neuroscience-based psychotherapy: A position paper. Front Psychol 2023; 14:1101044. [PMID: 36860785 PMCID: PMC9968886 DOI: 10.3389/fpsyg.2023.1101044] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 01/11/2023] [Indexed: 02/15/2023] Open
Abstract
In the recent years, discoveries in neuroscience have greatly impacted upon the need to modify therapeutic practice starting from the evidence showing some cerebral mechanisms capable of coping with mental health crisis and traumatic events of the individual's life history by redesigning the narrative plot and the person's sense of the Self. The emerging dialogue between neuroscience and psychotherapy is increasingly intense and modern psychotherapy cannot ignore the heritage deriving from studies about neuropsychological modification of memory traces, neurobiology of attachment theory, cognitive mechanisms involved in psychopathology, neurophysiology of human empathy, neuroimaging evidence about psychotherapeutic treatment, and somatoform disorders connecting the brain and the body. In the present article, we critically examined sectorial literature and claimed that psychotherapy has to referred to a neuroscience-based approach in order to adopt the most tailored interventions for specific groups of patients or therapy settings. We also provided recommendations for care implementation in clinical practice and illustrated challenges of future research.
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Affiliation(s)
| | - Gianluca Castelnuovo
- Department of Psychology, Catholic University, Milan, Italy,Psychology Research Laboratory, Istituto Auxologico Italiano IRCCS, Milan, Italy,*Correspondence: Gianluca Castelnuovo ✉
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8
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Schrammen E, Roesmann K, Rosenbaum D, Redlich R, Harenbrock J, Dannlowski U, Leehr EJ. Functional neural changes associated with psychotherapy in anxiety disorders - A meta-analysis of longitudinal fMRI studies. Neurosci Biobehav Rev 2022; 142:104895. [PMID: 36179918 DOI: 10.1016/j.neubiorev.2022.104895] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 08/12/2022] [Accepted: 09/25/2022] [Indexed: 11/16/2022]
Abstract
Successful psychotherapy for anxiety disorders is thought to be linked to functional neural changes in prefrontal control areas and fear-related limbic regions. Thus, discovering such therapy-associated neural changes might point to relevant mechanisms of action. Using AES-SDM, we conducted a coordinate-based meta-analysis of 22 whole-brain datasets (n = 419 anxiety patients) from 18 studies identified by our systematic literature search following PRISMA criteria (preregistration available at OSF: https://osf.io/dgc4p). In these studies, fMRI data was collected in response to negative stimuli during cognitive-emotional tasks before and after psychotherapy. Post-psychotherapy, activation decreased in the right insula, the anterior cingulate cortex, and the dorsolateral prefrontal cortex; no region had increased activation. A subgroup analysis for CBT revealed additional decrease in the supplementary motor area. Reduced activation in limbic and frontal regions might indicate therapy-associated normalization regarding the perception of internal and external threat, subsequent allocation of cognitive resources, and changes in effortful cognitive control. Due to the integration of diverse treatments and experimental tasks, these changes presumably reflect global effects of successful psychotherapy.
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Affiliation(s)
| | - Kati Roesmann
- Institute for Clinical Psychology and Psychotherapy, University of Siegen
| | - David Rosenbaum
- Department of Psychiatry and Psychotherapy, University Hospital of Tuebingen
| | | | - Jana Harenbrock
- Institute for Translational Psychiatry, University of Münster
| | - Udo Dannlowski
- Institute for Translational Psychiatry, University of Münster
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9
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Zygouris NC, Vlachos F, Stamoulis GI. ERPs in Children and Adolescents with Generalized Anxiety Disorder: Before and after an Intervention Program. Brain Sci 2022; 12:brainsci12091174. [PMID: 36138910 PMCID: PMC9497116 DOI: 10.3390/brainsci12091174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 08/20/2022] [Accepted: 08/26/2022] [Indexed: 11/16/2022] Open
Abstract
According to DSM 5, generalized anxiety disorder (GAD) is characterized by excessive, uncontrollable worry about various topics that occupies the majority of the subject’s time for a period of at least six months. The aforementioned state causes distress and/or functional impairments. This paper presents the outcomes of a pilot study that evaluated the implementation of cognitive behavioral therapy (CBT) and CBT with an SSRIs intervention program. The participants comprised 16 children and adolescents with GAD (8 males and 8 females) matched with 16 typically developing peers (8 males and 8 females) aged from 10 to 16 years old (M = 12.56 SD = 2.18). Baseline assessment consisted of event related potentials (ERPs), which indicated that participants with GAD presented cognitive deficits in attention and memory, as they exhibited longer P300 latencies. Following treatment with the CBT program and/or medication, children and adolescents with GAD did not present statistically significantly longer P300 latencies and reaction times in comparison to the control group. Lastly, children and adolescents who followed the CBT program or the CBT program with psychopharmacological assistance did not reveal statistically significant differences in 13 out of 15 topographic brain areas and in reaction time.
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Affiliation(s)
- Nikolaos C. Zygouris
- Department of Computer Science and Telecommunications, University of Thessaly, 35131 Lamia, Greece
- Correspondence: ; Tel.: +30-2231060184
| | - Filippos Vlachos
- Special Education Department, University of Thessaly, 35221 Volos, Greece
| | - Georgios I. Stamoulis
- Department of Electrical and Computer Engineering, University of Thessaly, 38334 Volos, Greece
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10
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Feurer C, Jimmy J, Bhaumik R, Duffecy J, Medrano GR, Ajilore O, Shankman SA, Langenecker SA, Craske MG, Phan KL, Klumpp H. Anterior cingulate cortex activation during attentional control as a transdiagnostic marker of psychotherapy response: a randomized clinical trial. Neuropsychopharmacology 2022; 47:1350-1357. [PMID: 34718341 PMCID: PMC8556845 DOI: 10.1038/s41386-021-01211-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 09/16/2021] [Accepted: 10/12/2021] [Indexed: 11/18/2022]
Abstract
Anterior cingulate cortex (ACC) response during attentional control in the context of task-irrelevant emotional faces is a promising biomarker of cognitive behavioral therapy (CBT) outcome in patients with social anxiety disorder (SAD). However, it is unclear whether this biomarker extends to major depressive disorder (MDD) and is specific to CBT outcome. In the current study, 72 unmedicated patients with SAD (n = 39) or MDD (n = 33) completed a validated emotional interference paradigm during functional magnetic resonance imaging before treatment. Participants viewed letter strings superimposed on task-irrelevant threat and neutral faces under low perceptual load (high interference) and high perceptual load (low interference). Biomarkers comprised anatomy-based rostral ACC (rACC) and dorsal ACC (dACC) response to task-irrelevant threat (>neutral) faces under low and high perceptual load. Patients were randomly assigned to 12 weeks of CBT or supportive therapy (ST) (ClinicalTrials.gov identifier: NCT03175068). Clinician-administered measures of social anxiety and depression severity were obtained at baseline and every 2 weeks throughout treatment (7 assessments total) by an assessor blinded to the treatment arm. A composite symptom severity score was submitted to latent growth curve models. Results showed more baseline rACC activity to task-irrelevant threat>neutral faces under low, but not high, perceptual load predicted steeper trajectories of symptom improvement throughout CBT or ST. Post-hoc analyses indicated this effect was driven by subgenual ACC (sgACC) activation. Findings indicate ACC activity during attentional control may be a transdiagnostic neural predictor of general psychotherapy outcome.
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Affiliation(s)
- Cope Feurer
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA.
| | - Jagan Jimmy
- grid.185648.60000 0001 2175 0319Department of Psychiatry, University of Illinois at Chicago, Chicago, IL USA
| | - Runa Bhaumik
- grid.185648.60000 0001 2175 0319Department of Psychiatry, University of Illinois at Chicago, Chicago, IL USA
| | - Jennifer Duffecy
- grid.185648.60000 0001 2175 0319Department of Psychiatry, University of Illinois at Chicago, Chicago, IL USA
| | - Gustavo R. Medrano
- grid.185648.60000 0001 2175 0319Department of Psychiatry, University of Illinois at Chicago, Chicago, IL USA
| | - Olusola Ajilore
- grid.185648.60000 0001 2175 0319Department of Psychiatry, University of Illinois at Chicago, Chicago, IL USA
| | - Stewart A. Shankman
- grid.16753.360000 0001 2299 3507Department of Psychiatry and Behavioral Sciences, Northwestern University, Chicago, IL USA
| | - Scott A. Langenecker
- grid.223827.e0000 0001 2193 0096Department of Psychiatry, University of Utah, Salt Lake City, UT USA
| | - Michelle G. Craske
- grid.19006.3e0000 0000 9632 6718Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California-Los Angeles, Los Angeles, CA USA
| | - K. Luan Phan
- grid.261331.40000 0001 2285 7943Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus, OH USA
| | - Heide Klumpp
- grid.185648.60000 0001 2175 0319Department of Psychiatry, University of Illinois at Chicago, Chicago, IL USA ,grid.185648.60000 0001 2175 0319Department of Psychology, University of Illinois at Chicago, Chicago, IL USA
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11
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Baumel WT, Lu L, Huang X, Drysdale AT, Sweeny JA, Gong Q, Sylvester CM, Strawn JR. Neurocircuitry of Treatment in Anxiety Disorders. Biomark Neuropsychiatry 2022; 6. [PMID: 35756886 PMCID: PMC9222661 DOI: 10.1016/j.bionps.2022.100052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Background: Methods: Results: Conclusions:
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Affiliation(s)
- W. Tommy Baumel
- Department of Psychiatry & Behavioral Neuroscience, College of Medicine, University of Cincinnati, Cincinnati, OH, USA
- Correspondence to: University of Cincinnati College of Medicine, 3230 Eden Avenue, Cincinnati, OH 45267, USA. (W.T. Baumel)
| | - Lu Lu
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
- Psychoradiology Research Unit of Chinese Academy of Medical Sciences, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Xiaoqi Huang
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
- Psychoradiology Research Unit of Chinese Academy of Medical Sciences, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Andrew T. Drysdale
- Department of Psychiatry, School of Medicine, Washington University in St. Louis, St Louis, MO, USA
| | - John A. Sweeny
- Department of Psychiatry & Behavioral Neuroscience, College of Medicine, University of Cincinnati, Cincinnati, OH, USA
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
| | - Qiyong Gong
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
- Psychoradiology Research Unit of Chinese Academy of Medical Sciences, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Chad M. Sylvester
- Department of Psychiatry, School of Medicine, Washington University in St. Louis, St Louis, MO, USA
| | - Jeffrey R. Strawn
- Department of Psychiatry & Behavioral Neuroscience, College of Medicine, University of Cincinnati, Cincinnati, OH, USA
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12
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Meisner OC, Nair A, Chang SWC. Amygdala connectivity and implications for social cognition and disorders. HANDBOOK OF CLINICAL NEUROLOGY 2022; 187:381-403. [PMID: 35964984 PMCID: PMC9436700 DOI: 10.1016/b978-0-12-823493-8.00017-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
The amygdala is a hub of subcortical region that is crucial in a wide array of affective and motivation-related behaviors. While early research contributed significantly to our understanding of this region's extensive connections to other subcortical and cortical regions, recent methodological advances have enabled researchers to better understand the details of these circuits and their behavioral contributions. Much of this work has focused specifically on investigating the role of amygdala circuits in social cognition. In this chapter, we review both long-standing knowledge and novel research on the amygdala's structure, function, and involvement in social cognition. We focus specifically on the amygdala's circuits with the medial prefrontal cortex, the orbitofrontal cortex, and the hippocampus, as these regions share extensive anatomic and functional connections with the amygdala. Furthermore, we discuss how dysfunction in the amygdala may contribute to social deficits in clinical disorders including autism spectrum disorder, social anxiety disorder, and Williams syndrome. We conclude that social functions mediated by the amygdala are orchestrated through multiple intricate interactions between the amygdala and its interconnected brain regions, endorsing the importance of understanding the amygdala from network perspectives.
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Affiliation(s)
- Olivia C Meisner
- Department of Psychology, Yale University, New Haven, CT, United States; Interdepartmental Neuroscience Program, Yale University, New Haven, CT, United States
| | - Amrita Nair
- Department of Psychology, Yale University, New Haven, CT, United States
| | - Steve W C Chang
- Department of Psychology, Yale University, New Haven, CT, United States; Interdepartmental Neuroscience Program, Yale University, New Haven, CT, United States.
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13
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Kinney KL, Burkhouse KL, Chang F, MacNamara A, Klumpp H, Phan KL. Neural mechanisms and predictors of SSRI and CBT treatment of anxiety: A randomized trial focused on emotion and cognitive processing. J Anxiety Disord 2021; 82:102449. [PMID: 34274600 PMCID: PMC8364887 DOI: 10.1016/j.janxdis.2021.102449] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 05/31/2021] [Accepted: 07/06/2021] [Indexed: 12/14/2022]
Abstract
Anxiety disorders (ADs) are common and difficult to treat. While research suggests ADs are characterized by an imbalance between bottom-up and top-down attention processes and that effective treatments work by correcting this dysfunction, there is insufficient data to explain how and for whom treatments work. The late positive potential (LPP), an event-related potential reflecting elaborative processing of motivationally salient stimuli, is sensitive to both bottom-up and top-down processes. The present study examines the LPP in healthy controls (HC) and patients with ADs under low and high working memory (WM) load to assess its utility as a predictor and index of symptom reduction in patients who underwent cognitive behavioral therapy (CBT) or selective serotonin reuptake inhibitor (SSRI) treatment. The LPP when viewing negative and neutral distractor images and WM performance were assessed in 96 participants (40 HC, 32 CBT, 24 SSRI) during a letter recall task at Week 0 and in a subset of the study sample (23 CBT, 16 SSRI) at Week 12. Patients were randomly assigned to twelve weeks of CBT or SSRI treatment. Participants completed self-reported symptom measures at each time point. Greater Week 0 LPP to negative images under low WM load predicted greater symptom reduction in the SSRI, but not the CBT, group. Regression analyses examining the LPP to negative images as an index of symptom reduction revealed a smaller decrease in the LPP to negative images under low WM load was associated with less anxiety reduction across treatment modalities. Findings suggest the LPP during low WM load may serve as a cost-effective predictor and index of treatment outcome in ADs. Clinical Trials Registration: ClinicalTrials.gov (Identifier: NCT01903447).
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Affiliation(s)
- Kerry L Kinney
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States; Department of Psychology, University of Illinois at Chicago, Chicago, IL, United States.
| | - Katie L Burkhouse
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States; Department of Psychology, University of Illinois at Chicago, Chicago, IL, United States
| | - Fini Chang
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States; Department of Psychology, University of Illinois at Chicago, Chicago, IL, United States
| | - Annmarie MacNamara
- Department of Psychological and Brain Sciences, Texas A&M University, College Station, TX, United States
| | - Heide Klumpp
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States; Department of Psychology, University of Illinois at Chicago, Chicago, IL, United States; Department of Psychological and Brain Sciences, Texas A&M University, College Station, TX, United States
| | - K Luan Phan
- Department of Psychiatry and Behavioral Health, Ohio State University, Columbus, OH, United States
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14
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Abstract
OBJECTIVE Altered attentional processing (automatically attending to negative or illness-relevant information) and interpretative biases (interpreting ambiguous information as negative or illness relevant) may be mechanistically involved in functional neurological disorder (FND). Common mechanisms between FND and chronic fatigue syndrome (CFS) have been proposed but not compared experimentally. METHODS We compared the cognitive task performance of FND, CFS, and healthy control (HC) groups. The tasks assessed attentional bias toward illness-relevant stimuli (visual probe task), attentional control (attention network task), and somatic interpretations (interpretative bias task), alongside self-reported depression, anxiety, fatigue, and general health. RESULTS Thirty-seven participants diagnosed with FND, 52 participants diagnosed with CFS, and 51 HC participants were included. Although participants with CFS showed attentional bias for illness-relevant stimuli relative to HC (t = -3.13, p = .002, d = 0.624), individuals with FND did not (t = -1.59, p = .118, d = 0.379). Both the FND (t = 3.08, p = .003, d = 0.759) and CFS (t = 2.74, p = .007, d = 0.548) groups displayed worse attentional control than did the HC group. Similarly, the FND (t = 3.63, p < .001, d = 0.801) and CFS groups (t = 4.58, p < .001, d = 0.909) showed more somatic interpretative bias than did the HC group. CONCLUSIONS Similar attentional control deficits and somatic interpretative bias in individuals with FND and CFS support potential shared mechanisms underlying symptoms. Interpretative bias toward somatic and illness-relevant stimuli in functional disorders may prove a therapeutic target.
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15
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La Buissonniere-Ariza V, Fitzgerald K, Meoded A, Williams LL, Liu G, Goodman WK, Storch EA. Neural correlates of cognitive behavioral therapy response in youth with negative valence disorders: A systematic review of the literature. J Affect Disord 2021; 282:1288-1307. [PMID: 33601708 DOI: 10.1016/j.jad.2020.12.182] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Revised: 11/25/2020] [Accepted: 12/24/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND Cognitive-behavioral therapy (CBT) is the gold-standard psychotherapeutic treatment for pediatric negative valence disorders. However, some youths do not respond optimally to treatment, which may be due to variations in neural functioning. METHODS We systematically reviewed functional magnetic resonance imaging studies in youths with negative valence disorders to identify pre- and post-treatment neural correlates of CBT response. RESULTS A total of 21 studies were identified, of overall weak to moderate quality. The most consistent findings across negative valence disorders consisted of associations of treatment response with pre- and post-treatment task-based activation and/or functional connectivity within and between the prefrontal cortex, the medial temporal lobe, and other limbic regions. Associations of CBT response with baseline and/or post-treatment activity in the striatum, precentral and postcentral gyri, medial and posterior cingulate cortices, and parietal cortex, connectivity within and between the default-mode, cognitive control, salience, and frontoparietal networks, and metrics of large-scale brain network organization, were also reported, although less consistently. LIMITATIONS The poor quality and limited number of studies and the important heterogeneity of study designs and results considerably limit the conclusions that can be drawn from this literature. CONCLUSIONS Despite these limitations, these findings provide preliminary evidence suggesting youths presenting certain patterns of brain function may respond better to CBT, whereas others may benefit from alternative or augmented forms of treatment.
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Affiliation(s)
- Valerie La Buissonniere-Ariza
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, One Baylor Plaza - BCM350, Houston, TX, 77030, USA.
| | - Kate Fitzgerald
- Department of Psychiatry, University of Michigan, Rachel Upjohn Building, 4250 Plymouth Road, Ann Arbor, MI, 48109, USA
| | - Avner Meoded
- Edward B. Singleton Department of Radiology, Texas Children's Hospital and Baylor College of Medicine, Houston, TX, USA
| | - Laurel L Williams
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, One Baylor Plaza - BCM350, Houston, TX, 77030, USA
| | - Gary Liu
- Department of Neuroscience, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030, USA
| | - Wayne K Goodman
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, One Baylor Plaza - BCM350, Houston, TX, 77030, USA
| | - Eric A Storch
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, One Baylor Plaza - BCM350, Houston, TX, 77030, USA
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16
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Gupta A, Osadchiy V, Mayer EA. Brain-gut-microbiome interactions in obesity and food addiction. Nat Rev Gastroenterol Hepatol 2020; 17:655-672. [PMID: 32855515 PMCID: PMC7841622 DOI: 10.1038/s41575-020-0341-5] [Citation(s) in RCA: 130] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/24/2020] [Indexed: 12/13/2022]
Abstract
Normal eating behaviour is coordinated by the tightly regulated balance between intestinal and extra-intestinal homeostatic and hedonic mechanisms. By contrast, food addiction is a complex, maladaptive eating behaviour that reflects alterations in brain-gut-microbiome (BGM) interactions and a shift of this balance towards hedonic mechanisms. Each component of the BGM axis has been implicated in the development of food addiction, with both brain to gut and gut to brain signalling playing a role. Early-life influences can prime the infant gut microbiome and brain for food addiction, which might be further reinforced by increased antibiotic usage and dietary patterns throughout adulthood. The ubiquitous availability and marketing of inexpensive, highly palatable and calorie-dense food can further shift this balance towards hedonic eating through both central (disruptions in dopaminergic signalling) and intestinal (vagal afferent function, metabolic endotoxaemia, systemic immune activation, changes to gut microbiome and metabolome) mechanisms. In this Review, we propose a systems biology model of BGM interactions, which incorporates published reports on food addiction, and provides novel insights into treatment targets aimed at each level of the BGM axis.
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Affiliation(s)
- Arpana Gupta
- G. Oppenheimer Family Center for Neurobiology of Stress and Resilience, Ingestive Behavior and Obesity Program, University of California Los Angeles, Los Angeles, CA, USA
- David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
- Vatche and Tamar Manoukian Division of Digestive Diseases, University of California Los Angeles, Los Angeles, CA, USA
| | - Vadim Osadchiy
- G. Oppenheimer Family Center for Neurobiology of Stress and Resilience, Ingestive Behavior and Obesity Program, University of California Los Angeles, Los Angeles, CA, USA
- David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Emeran A Mayer
- G. Oppenheimer Family Center for Neurobiology of Stress and Resilience, Ingestive Behavior and Obesity Program, University of California Los Angeles, Los Angeles, CA, USA.
- David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA.
- Vatche and Tamar Manoukian Division of Digestive Diseases, University of California Los Angeles, Los Angeles, CA, USA.
- Ahmanson-Lovelace Brain Mapping Center at University of California Los Angeles, University of California Los Angeles, Los Angeles, CA, USA.
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17
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Young KS, Rennalls SJ, Leppanen J, Mataix-Cols D, Simmons A, Suda M, Campbell IC, O'Daly O, Cardi V. Exposure to food in anorexia nervosa and brain correlates of food-related anxiety: findings from a pilot study. J Affect Disord 2020; 274:1068-1075. [PMID: 32663934 DOI: 10.1016/j.jad.2020.05.077] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 04/27/2020] [Accepted: 05/14/2020] [Indexed: 11/25/2022]
Abstract
BACKGROUND Although the primary target of treatment for anorexia nervosa (AN) is weight gain, established psychological interventions focus on maintaining factors of AN, and do not specifically address eating behaviours. We have previously reported results of a case series investigating in-vivo food exposure in AN, demonstrating the feasibility and acceptability of this treatment together with evidence of significant clinical change (Cardi, Leppanen, Mataix-Cols, Campbell, & Treasure, 2019). The current study examined the neural circuitry of food-related anxiety. METHODS We examined neural reactivity (fMRI) to food images pre- and post-food exposure therapy (n=16), and compared it to a group of healthy control participants (HC n=21) who were scanned on two occasions. RESULTS Prior to treatment, the AN group (compared to HC) showed less reactivity in the anterior cingulate cortex (ACC). Following exposure treatment, patients (compared to HC), show increased activity in the dorsolateral prefrontal cortex, decreased activity in the superior parietal lobe and no differences in the ACC. The level of activation of the insula (pre-treatment) predicted the degree of post-treatment reduction in self-reported food anxiety in AN. Changes in food-related anxiety were also associated with changes in neural activation in a cluster located in the middle temporal gyrus/lateral parietal cortex. LIMITATIONS The primary limitations of this work are the small sample size and lack of patient comparison group. CONCLUSIONS Exposure to food in AN may be associated with changes in neural circuitries implicated in emotion regulation and attentional processes. However, these findings need replication in larger and controlled studies.
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Affiliation(s)
- Katherine S Young
- Social, Genetic and Developmental Psychiatry Centre, King's College London's Institute of Psychiatry, Psychology and Neuroscience, UK
| | - Samantha J Rennalls
- Dept. of Neuroimaging, King's College London's, Institute of Psychiatry, Psychology and Neuroscience, UK
| | - Jenni Leppanen
- Dept. of Psychological Medicine, Section of Eating Disorders, King's College London's Institute of Psychiatry, Psychology and Neuroscience, UK
| | - David Mataix-Cols
- Centre for Psychiatric Research and Education, Dept. of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Andrew Simmons
- Dept. of Neuroimaging, King's College London's, Institute of Psychiatry, Psychology and Neuroscience, UK
| | - Masashi Suda
- Dept. of Psychiatry and Neuroscience, Gunma University, Japan
| | - Iain C Campbell
- Dept. of Psychological Medicine, Section of Eating Disorders, King's College London's Institute of Psychiatry, Psychology and Neuroscience, UK
| | - Owen O'Daly
- Dept. of Neuroimaging, King's College London's, Institute of Psychiatry, Psychology and Neuroscience, UK
| | - Valentina Cardi
- Dept. of Psychological Medicine, Section of Eating Disorders, King's College London's Institute of Psychiatry, Psychology and Neuroscience, UK; fDepartment of General Psychology, University of Padova, Italy.
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18
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Brehl AK, Kohn N, Schene AH, Fernández G. A mechanistic model for individualised treatment of anxiety disorders based on predictive neural biomarkers. Psychol Med 2020; 50:727-736. [PMID: 32204741 PMCID: PMC7168651 DOI: 10.1017/s0033291720000410] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Revised: 10/09/2019] [Accepted: 02/09/2020] [Indexed: 12/29/2022]
Abstract
Increased amygdala responsiveness is the hallmark of fear and a characteristic across patients with anxiety disorders. The amygdala is embedded in a complex regulatory circuit. Multiple different mechanisms may elevate amygdala responsiveness and lead to the occurrence of an anxiety disorder. While top-down control by the prefrontal cortex (PFC) downregulates amygdala responses, the locus coeruleus (LC) drives up amygdala activation via noradrenergic projections. This indicates that the same fearful phenotype may result from different neural mechanisms. We propose a mechanistic model that defines three different neural biomarkers causing amygdala hyper-responsiveness in patients with anxiety disorders: (a) inherent amygdala hypersensitivity, (b) low prefrontal control and (c) high LC drive. First-line treatment for anxiety disorders is exposure-based cognitive behavioural therapy, which strengthens PFC recruitment during emotion regulation and thus targets low-prefrontal control. A treatment response rate around 50% (Loerinc et al., 2015, Clinical Psychological Reviews, 42, 72-82) might indicate heterogeneity of underlying neurobiological mechanisms among patients, presumably leading to high variation in treatment benefit. Transforming insights from cognitive neuroscience into applicable clinical heuristics to categorise patients based on their underlying biomarker may support individualised treatment selection in psychiatry. We review literature on the three anxiety-related mechanisms and present a mechanistic model that may serve as a rational for pathology-based diagnostic and biomarker-guided treatment selection in psychiatry.
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Affiliation(s)
- Anne-Kathrin Brehl
- Radboud University, Donders Institute for Brain Cognition and Behaviour, Nijmegen, The Netherlands
| | - Nils Kohn
- Radboud University, Donders Institute for Brain Cognition and Behaviour, Nijmegen, The Netherlands
| | | | - Guillen Fernández
- Radboud University, Donders Institute for Brain Cognition and Behaviour, Nijmegen, The Netherlands
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19
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Burkhouse KL, Jagan Jimmy, Defelice N, Klumpp H, Ajilore O, Hosseini B, Fitzgerald KD, Monk CS, Phan KL. Nucleus accumbens volume as a predictor of anxiety symptom improvement following CBT and SSRI treatment in two independent samples. Neuropsychopharmacology 2020; 45:561-569. [PMID: 31756730 PMCID: PMC6969163 DOI: 10.1038/s41386-019-0575-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 11/01/2019] [Accepted: 11/11/2019] [Indexed: 12/18/2022]
Abstract
Structural variations of neural regions implicated in fear responses have been well documented in the pathophysiology of anxiety and may play an important role in treatment response. We examined whether gray matter volume of three neural regions supporting fear and avoidance responses [bilateral amygdala, nucleus accumbens (NAcc), and ventromedial prefrontal cortex (PFC)] predicted cognitive-behavioral therapy (CBT) and selective serotonin reuptake inhibitor (SSRI) treatment outcome in two independent samples of patients with anxiety disorders. Study 1 consisted of 81 adults with anxiety disorders and Study 2 included 55 children and adolescents with anxiety disorders. In both studies, patients completed baseline structural MRI scans and received either CBT or SSRI treatment. Clinician-rated interviews of anxiety symptoms were assessed at baseline and posttreatment. Among the adult sample, greater pre-treatment bilateral NAcc volume was associated with a greater reduction in clinician-rated anxiety symptoms pre-to-post CBT and SSRI treatment. Greater left NAcc volume also predicted greater decreases in clinician-rated anxiety symptoms pre-to-post CBT and SSRI treatment among youth with current anxiety. Across studies, results were similar across treatments, and findings were maintained when adjusting for patient's age, sex, and total intracranial brain volume. We found no evidence for baseline amygdala or ventromedial PFC volume serving as treatment predictors across the two samples. Together, these findings provide promising support for the role of NAcc volume as an objective marker of anxiety treatment improvement that spans across development. Future studies should clarify the specific mechanisms through which NAcc volume exerts its therapeutic effects.
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Affiliation(s)
- Katie L Burkhouse
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA.
- Department of Psychology, University of Illinois at Chicago, Chicago, IL, USA.
| | - Jagan Jimmy
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA
| | - Nicholas Defelice
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA
| | - Heide Klumpp
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA
- Department of Psychology, University of Illinois at Chicago, Chicago, IL, USA
| | - Olusola Ajilore
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA
| | - Bobby Hosseini
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA
| | - Kate D Fitzgerald
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Christopher S Monk
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | - K Luan Phan
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA
- Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus, OH, USA
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20
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Jayakar R, Tone EB, Crosson B, Turner JA, Anderson PL, Phan KL, Klumpp H. Amygdala volume and social anxiety symptom severity: Does segmentation technique matter? Psychiatry Res Neuroimaging 2020; 295:111006. [PMID: 31760338 PMCID: PMC6982531 DOI: 10.1016/j.pscychresns.2019.111006] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2019] [Revised: 11/03/2019] [Accepted: 11/04/2019] [Indexed: 12/19/2022]
Abstract
The amygdala factors prominently in neurobiological models of social anxiety (SA), yet amygdala volume findings regarding SA have been inconsistent and largely focused on case-control characterization. One source of discrepant findings could be variability in volumetric techniques. Therefore, we compared amygdala volumes derived via an automated technique (Freesurfer) against a manually corrected approach, also involving Freesurfer. Additionally, we tested whether the relationship between volume and SA symptom severity would differ across volumetric techniques. We pooled participants (n = 76) from archival studies. SA severity was assessed with the Liebowitz Social Anxiety Scale; scores ranged from non-clinical to clinical levels. Freesurfer produced significantly larger amygdalar volumes for participants with poor image quality. Even after excluding such participants, paired sample t-tests showed Freesurfer's boundaries produced significantly larger amygdalar volumes than manually corrected ones, bilaterally. Yet, intra-class correlation coefficients between the two methods were high, which suggests that Freesurfer's over-estimation of amygdala volume was systemic. Regardless of segmentation technique, volumes were not associated with SA symptom severity. Potentially, amygdala sub-regions may yield clearer patterns regarding SA symptoms. Further, our study underscores the importance of image quality for segmentation of the amygdala, and image quality may be particularly valuable when examining anatomical data for subtle inter-individual differences.
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Affiliation(s)
- Reema Jayakar
- Department of Psychology, Georgia State University, Atlanta, GA 30303, USA.
| | - Erin B Tone
- Department of Psychology, Georgia State University, Atlanta, GA 30303, USA.
| | - Bruce Crosson
- Department of Psychology, Georgia State University, Atlanta, GA 30303, USA; Center for Visual and Neurocognitive Rehabilitation, Atlanta VA Medical Center, Decatur, GA 30033, USA; Department of Neurology, Emory University, Atlanta, GA 30329, USA.
| | - Jessica A Turner
- Department of Psychology, Georgia State University, Atlanta, GA 30303, USA.
| | - Page L Anderson
- Department of Psychology, Georgia State University, Atlanta, GA 30303, USA.
| | - K Luan Phan
- Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus, OH, USA.
| | - Heide Klumpp
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA.
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21
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Frick A, Engman J, Alaie I, Björkstrand J, Gingnell M, Larsson EM, Eriksson E, Wahlstedt K, Fredrikson M, Furmark T. Neuroimaging, genetic, clinical, and demographic predictors of treatment response in patients with social anxiety disorder. J Affect Disord 2020; 261:230-237. [PMID: 31655378 DOI: 10.1016/j.jad.2019.10.027] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2019] [Revised: 08/30/2019] [Accepted: 10/19/2019] [Indexed: 12/18/2022]
Abstract
BACKGROUND Correct prediction of treatment response is a central goal of precision psychiatry. Here, we tested the predictive accuracy of a variety of pre-treatment patient characteristics, including clinical, demographic, molecular genetic, and neuroimaging markers, for treatment response in patients with social anxiety disorder (SAD). METHODS Forty-seven SAD patients (mean±SD age 33.9 ± 9.4 years, 24 women) were randomized and commenced 9 weeks' Internet-delivered cognitive behavior therapy (CBT) combined either with the selective serotonin reuptake inhibitor (SSRI) escitalopram (20 mg daily [10 mg first week], SSRI+CBT, n = 24) or placebo (placebo+CBT, n = 23). Treatment responders were defined from the Clinical Global Impression-Improvement scale (CGI-I ≤ 2). Before treatment, patients underwent functional magnetic resonance imaging and the Multi-Source Interference Task taxing cognitive interference. Support vector machines (SVMs) were trained to separate responders from nonresponders based on pre-treatment neural reactivity in the dorsal anterior cingulate cortex (dACC), amygdala, and occipital cortex, as well as molecular genetic, demographic, and clinical data. SVM models were tested using leave-one-subject-out cross-validation. RESULTS The best model separated treatment responders (n = 24) from nonresponders based on pre-treatment dACC reactivity (83% accuracy, P = 0.001). Responders had greater pre-treatment dACC reactivity than nonresponders especially in the SSRI+CBT group. No other variable was associated with clinical response or added predictive accuracy to the dACC SVM model. LIMITATIONS Small sample size, especially for genetic analyses. No replication or validation samples were available. CONCLUSIONS The findings demonstrate that treatment outcome predictions based on neural cingulate activity, at the individual level, outperform genetic, demographic, and clinical variables for medication-assisted Internet-delivered CBT, supporting the use of neuroimaging in precision psychiatry.
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Affiliation(s)
- Andreas Frick
- The Beijer Laboratory, Department of Neuroscience, Uppsala University, Uppsala, Sweden; Department of Psychology, Uppsala University, Uppsala, Sweden.
| | - Jonas Engman
- Department of Psychology, Uppsala University, Uppsala, Sweden
| | - Iman Alaie
- Department of Psychology, Uppsala University, Uppsala, Sweden; Department of Neuroscience, Child and Adolescent Psychiatry, Uppsala University, Uppsala, Sweden
| | - Johannes Björkstrand
- Department of Psychology, Uppsala University, Uppsala, Sweden; Department of Psychology, University of Southern Denmark, Odense, Denmark; Department of Psychology, Lund University, Lund, Sweden
| | - Malin Gingnell
- Department of Psychology, Uppsala University, Uppsala, Sweden; Department of Neuroscience, Uppsala University, Uppsala, Sweden
| | - Elna-Marie Larsson
- Department of Surgical Sciences/Radiology, Uppsala University, Uppsala, Sweden
| | - Elias Eriksson
- Department of Pharmacology, Institute of Neuroscience and Physiology at the Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Kurt Wahlstedt
- Department of Psychology, Uppsala University, Uppsala, Sweden
| | - Mats Fredrikson
- Department of Psychology, Uppsala University, Uppsala, Sweden; Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Tomas Furmark
- Department of Psychology, Uppsala University, Uppsala, Sweden
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22
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Barbosa MR, Moraes JPA, Ventura PR. Alterações do córtex cingulado anterior como um preditor de resposta à terapia cognitivo-comportamental. JORNAL BRASILEIRO DE PSIQUIATRIA 2019. [DOI: 10.1590/0047-2085000000252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
RESUMO Objetivo A terapia cognitivo-comportamental (TCC) tem eficácia bem-documentada na literatura científica para transtornos relacionados aos sintomas da ansiedade. No entanto, há uma parcela de pacientes que não responde ao tratamento psicoterápico. Por isso, os estudos sobre as alterações no córtex cingulado anterior (CCA) como preditoras neurais do tratamento têm contribuído para encontrar respostas sobre as diferenças nas respostas ao tratamento. O objetivo do presente estudo é descrever, por meio de revisão sistemática, os estudos encontrados até o ano de 2018 sobre o papel do CCA na predição de resposta à terapia. Métodos Foram realizadas buscas nas bases PsycInfo, Web of Science e PubMed com termos referentes ao tema “córtex cingulado anterior”, “terapia cognitivo-comportamental” e “predição de respostas”, incluindo estudos com neuroimagem estrutural e funcional. Resultados As buscas apresentaram 14 artigos sobre “transtorno de estresse pós-traumático (TEPT)”, “transtorno obsessivo-compulsivo (TOC)” e “transtorno de ansiedade social (TAS)”. Os estudos com neuroimagem estrutural apresentaram resultados promissores. A maior espessura do CCA foi preditora de melhor resposta ao tratamento para TEPT e TOC. Os resultados de neuroimagem funcional foram promissores para maior ativação como preditora de melhor resposta para TAS. Por outro lado, os resultados para TEPT apontaram que a menor ativação pode ser preditora de melhores respostas. Conclusão As alterações nos estudos de neuroimagem sugerem que o CCA tenha um papel de predição de resposta ao tratamento com TCC. Estudos posteriores com amostras maiores podem contribuir para a ampliação da eficácia nos tratamentos de tais transtornos.
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23
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Santos VA, Carvalho DD, Van Ameringen M, Nardi AE, Freire RC. Neuroimaging findings as predictors of treatment outcome of psychotherapy in anxiety disorders. Prog Neuropsychopharmacol Biol Psychiatry 2019; 91:60-71. [PMID: 29627509 DOI: 10.1016/j.pnpbp.2018.04.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Revised: 03/27/2018] [Accepted: 04/02/2018] [Indexed: 12/11/2022]
Abstract
Anxiety disorders are the largest group of mental disorders and a leading cause of impairment, implicating in high costs for health systems and society. Effective pharmacological and psychological treatments are available, but a significant fraction of these patients does not respond adequately to these treatments. The objective of this study is to identify neuroimaging findings that could predict response to psychotherapy in anxiety disorders. METHODS The authors reviewed psychotherapy clinical trials with neuroimaging conducted with patients with anxiety disorders. A systematic review was performed in MEDLINE database through PubMed, the Cochrane Collaboration's Clinical Trials Register (CENTRAL), PsycINFO and Thomson Reuters's Web of Science. RESULTS From the studies included in this review, 24 investigated anxiety disorder patients, and findings in the amygdala, dorsolateral prefrontal cortex (dlPFC), anterior cingulate cortex (ACC) and insula predicted response to psychotherapy in social anxiety disorder. Findings in ACC, hippocampus, insula, dlPFC, amygdala and inferior frontal gyrus (iFG) predicted response to psychotherapy in panic disorder and generalized anxiety disorder. LIMITATIONS There was great heterogeneity between the included studies regarding neuroimaging techniques and the tasks performed during functional neuroimaging. CONCLUSION Neuroimaging studies suggest that abnormalities in hippocampus, amygdala, iFG, uncus and areas linked with emotional regulation (dlPFC and ACC), predict a good outcome to psychotherapy in anxiety disorders.
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Affiliation(s)
- Veruska Andrea Santos
- Laboratory of Panic and Respiration, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil.
| | - Dessana David Carvalho
- Laboratory of Panic and Respiration, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Michael Van Ameringen
- MacAnxiety Research Centre, Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Canada
| | - Antonio Egidio Nardi
- Laboratory of Panic and Respiration, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Rafael Christophe Freire
- Laboratory of Panic and Respiration, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
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24
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Young KS, LeBeau RT, Niles AN, Hsu KJ, Burklund LJ, Mesri B, Saxbe D, Lieberman MD, Craske MG. Neural connectivity during affect labeling predicts treatment response to psychological therapies for social anxiety disorder. J Affect Disord 2019; 242:105-110. [PMID: 30173058 PMCID: PMC6816743 DOI: 10.1016/j.jad.2018.08.016] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Revised: 07/17/2018] [Accepted: 08/07/2018] [Indexed: 11/28/2022]
Abstract
BACKGROUND Although psychological treatments for social anxiety disorder (SAD) can be highly effective, many individuals do not respond to treatment. Identifying factors associated with improved outcomes can facilitate individualized treatment choices. We investigated whether patterns of neural connectivity predicted treatment responses and whether treatment type, cognitive behavioral therapy (CBT) or acceptance and commitment therapy (ACT), moderated this effect. METHODS Participants with SAD (n = 34) underwent fMRI prior to treatment and completed implicit and explicit emotion regulation tasks. Neural connectivity measures were estimates of amygdala-prefrontal cortex connectivity. Treatment responder status was defined using the 'clinically significant change index' (Loerinc et al., 2015). RESULTS Right amygdala-right ventrolateral prefrontal cortex connectivity during implicit emotion regulation was a significant predictor of treatment response (OR = 9.01, 95% CI = 1.77, 46.0, p = .008). Stronger inverse connectivity was associated with greater likelihood of treatment response. There were no significant neural moderators of treatment response to CBT versus ACT. LIMITATIONS The primary limitation of this work was the small sample size which restricted the power to detect significant moderation effects, and results should be interpreted as preliminary. CONCLUSIONS Amygdala-vlPFC connectivity during affect labeling predicted treatment responder status following CBT or ACT for social anxiety disorder. This suggests that the functioning of neural circuitry supporting emotion regulation capacities may be a 'gateway' to receiving benefit from psychological treatments. Future work should aim to replicate this effect in a larger sample and consider methods for enhancing functional connectivity within this circuitry as a potential treatment adjunct.
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Affiliation(s)
| | | | - Andrea N. Niles
- Department of Psychiatry, University of California, San Francisco
| | | | | | - Bita Mesri
- Department of Psychology, University of California, Los Angeles
| | - Darby Saxbe
- Department of Psychology, University of Southern California
| | | | - Michelle G. Craske
- Department of Psychology, University of California, Los Angeles,Correspondence: Michelle Craske, Department of Psychology, University of California, Los Angeles, 405 Hilgard Avenue, Los Angeles, CA 90095-1563, 310-825-8403,
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25
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Taschereau-Dumouchel V, Liu KY, Lau H. Unconscious Psychological Treatments for Physiological Survival Circuits. Curr Opin Behav Sci 2018; 24:62-68. [PMID: 30480060 PMCID: PMC6251414 DOI: 10.1016/j.cobeha.2018.04.010] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The idea of targeting unconscious or implicit processes in psychological treatments is not new, but until recently it has not been easy to manipulate these processes without also engaging consciousness. Here we review how this is possible, using various modern cognitive neuroscience methods including a technique known as Decoded Neural-Reinforcement. We discuss the general advantages of this approach, such as how it can facilitate double-blind placebo-controlled studies, and minimize premature patient dropouts in the treatment of fear. We also speculate how this may generalize to other similar physiological survival processes.
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Affiliation(s)
- Vincent Taschereau-Dumouchel
- Department of Psychology, UCLA, Los Angeles, 90095, USA
- Department of Decoded Neurofeedback, ATR Computational Neuroscience Laboratories, Kyoto, 619-0288, Japan
| | - Ka-yuet Liu
- Departments of Sociology, UCLA, Los Angeles, 90095, USA
- California Center for Population Research, UCLA, Los Angeles, 90095, USA
| | - Hakwan Lau
- Department of Psychology, UCLA, Los Angeles, 90095, USA
- Department of Decoded Neurofeedback, ATR Computational Neuroscience Laboratories, Kyoto, 619-0288, Japan
- Brain Research Institute, UCLA, Los Angeles, 90095, USA
- Department of Psychology, University of Hong Kong, Pokfulam Road, Hong Kong
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26
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Marwood L, Wise T, Perkins AM, Cleare AJ. Meta-analyses of the neural mechanisms and predictors of response to psychotherapy in depression and anxiety. Neurosci Biobehav Rev 2018; 95:61-72. [PMID: 30278195 PMCID: PMC6267850 DOI: 10.1016/j.neubiorev.2018.09.022] [Citation(s) in RCA: 97] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2018] [Revised: 09/17/2018] [Accepted: 09/25/2018] [Indexed: 12/18/2022]
Abstract
Understanding the neural mechanisms underlying psychological therapy could aid understanding of recovery processes and help target treatments. The dual-process model hypothesises that psychological therapy is associated with increased emotional-regulation in prefrontal brain regions and decreased implicit emotional-reactivity in limbic regions; however, research has yielded inconsistent findings. Meta-analyses of brain activity changes accompanying psychological therapy (22 studies, n = 352) and neural predictors of symptomatic improvement (11 studies, n = 293) in depression and anxiety were conducted using seed-based d mapping. Both resting-state and task-based studies were included, and analysed together and separately. The most robust findings were significant decreases in anterior cingulate/paracingulate gyrus, inferior frontal gyrus and insula activation after therapy. Cuneus activation was predictive of subsequent symptom change. The results are in agreement with neural models of improved emotional-reactivity following therapy as evidenced by decreased activity within the anterior cingulate and insula. We propose compensatory as well as corrective neural mechanisms of action underlie therapeutic efficacy, and suggest the dual-process model may be too simplistic to account fully for treatment mechanisms. More research on predictors of psychotherapeutic response is required to provide reliable predictors of response.
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Affiliation(s)
- Lindsey Marwood
- Centre for Affective Disorders, Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; South London and Maudsley NHS Foundation Trust, London, UK.
| | - Toby Wise
- Centre for Affective Disorders, Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; Max Planck UCL Centre for Computational Psychiatry and Ageing Research, London, UK; Wellcome Trust Centre for Neuroimaging, University College London, London, UK
| | - Adam M Perkins
- Centre for Affective Disorders, Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Anthony J Cleare
- Centre for Affective Disorders, Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; South London and Maudsley NHS Foundation Trust, London, UK
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27
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Klumpp H, Fitzgerald JM. Neuroimaging Predictors and Mechanisms of Treatment Response in Social Anxiety Disorder: an Overview of the Amygdala. Curr Psychiatry Rep 2018; 20:89. [PMID: 30155657 PMCID: PMC9278878 DOI: 10.1007/s11920-018-0948-1] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
PURPOSE OF REVIEW Aberrant amygdala activity is implicated in the neurobiology of social anxiety disorder (SAD) and is, therefore, a treatment target. However, the extent to which amygdala predicts clinical improvement or is impacted by treatment has not been critically examined. This review highlights recent neuroimaging findings from clinical trials and research that test links between amygdala and mechanisms of action. RECENT FINDINGS Neuropredictor studies largely comprised psychotherapy where improvement was foretold by amygdala activity and regions beyond amygdala such as frontal structures (e.g., anterior cingulate cortex, medial prefrontal cortex) and areas involved in visual processes (e.g., occipital regions, superior temporal gyrus). Pre-treatment functional connectivity between amygdala and frontal areas was also shown to predict improvement signifying circuits that support emotion processing and regulation interact with treatment. Pre-to-post studies revealed decreases in amygdala response and altered functional connectivity in amygdala pathways regardless of treatment modality. In analogue studies of fear exposure, greater reduction in anxiety was predicted by less amygdala response to a speech challenge and amygdala activity decreased following exposures. Yet, studies have also failed to detect amygdala effects reporting instead treatment-related changes in regions and functional systems that support sensory, emotion, and regulation processes. An array of regions in the corticolimbic subcircuits and extrastriate cortex appear to be viable sites of action. The amygdala and amygdala pathways predict treatment outcome and are altered following treatment. However, further study is needed to establish the role of the amygdala and other candidate regions and brain circuits as sites of action.
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Affiliation(s)
- Heide Klumpp
- Departments of Psychiatry and Psychology, University of Illinois at Chicago, 1747 W. Roosevelt Rd, Chicago, IL, 60608, USA.
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28
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Wang S, Zhao Y, Cheng B, Wang X, Yang X, Chen T, Suo X, Gong Q. The optimistic brain: Trait optimism mediates the influence of resting-state brain activity and connectivity on anxiety in late adolescence. Hum Brain Mapp 2018; 39:3943-3955. [PMID: 29923264 DOI: 10.1002/hbm.24222] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Revised: 05/03/2018] [Accepted: 05/09/2018] [Indexed: 02/05/2023] Open
Abstract
As a hot research topic in the field of psychology and psychiatry, trait optimism reflects the tendency to expect positive outcomes in the future. Consistent evidence has demonstrated the role of trait optimism in reducing anxiety among different populations. However, less is known about the neural bases of trait optimism and the underlying mechanisms for how trait optimism protects against anxiety in the healthy brain. In this investigation, we examined these issues in 231 healthy adolescent students by assessing resting-state brain activity (i.e., fractional amplitude of low-frequency fluctuations, fALFF) and connectivity (i.e., resting-state functional connectivity, RSFC). Whole-brain correlation analyses revealed that higher levels of trait optimism were linked with decreased fALFF in the right orbitofrontal cortex (OFC) and increased RSFC between the right OFC and left supplementary motor cortex (SMC). Mediation analyses further showed that trait optimism mediated the influence of the right OFC activity and the OFC-SMC connectivity on anxiety. Our results remained significant even after excluding the impact of head motion, positive and negative affect and depression. Taken together, this study reveals that fALFF and RSFC are functional neural markers of trait optimism and provides a brain-personality-symptom pathway for protection against anxiety in which fALFF and RSFC affect anxiety through trait optimism.
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Affiliation(s)
- Song Wang
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, 610041, China.,Department of Psychoradiology, Chengdu Mental Health Center, Chengdu, 610036, China
| | - Yajun Zhao
- School of Sociology and Psychology, Southwest Minzu University, Chengdu, 610041, China
| | - Bochao Cheng
- Department of Radiology, West China Second University Hospital of Sichuan University, Chengdu, 610041, China
| | - Xiuli Wang
- Department of Psychoradiology, Chengdu Mental Health Center, Chengdu, 610036, China
| | - Xun Yang
- School of Sociology and Psychology, Southwest Minzu University, Chengdu, 610041, China
| | - Taolin Chen
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Xueling Suo
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Qiyong Gong
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, 610041, China.,Department of Psychoradiology, Chengdu Mental Health Center, Chengdu, 610036, China.,Department of Psychology, School of Public Administration, Sichuan University, Chengdu, 610065, China
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29
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Burkhouse KL, Kujawa A, Hosseini B, Klumpp H, Fitzgerald KD, Langenecker SA, Monk CS, Phan KL. Anterior cingulate activation to implicit threat before and after treatment for pediatric anxiety disorders. Prog Neuropsychopharmacol Biol Psychiatry 2018; 84. [PMID: 29535037 PMCID: PMC5912209 DOI: 10.1016/j.pnpbp.2018.03.013] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
BACKGROUND Research suggests that individuals with anxiety have difficulty ignoring threat distractors when completing tasks with competing stimuli. Studies examining the neural correlates of these emotional processing difficulties in youth anxiety highlight reduced recruitment of regions associated with goal-directed attention, such as the anterior cingulate cortex (ACC). In the current study, we examined neural activation during an emotional conflict task in youth with anxiety disorders before and after treatment. METHODS Twenty-five youth (ages 9-19 years) with generalized, separation, and/or social anxiety disorder and 25 healthy controls underwent 2 functional magnetic resonance imaging scans approximately 13 weeks apart. At each scan, participants completed a task in which they matched shapes in the context of emotional distractors (happy and threatening faces). Between scans, anxious youth were treated with the selective serotonin reuptake inhibitor (SSRI) sertraline or cognitive behavior therapy (CBT). RESULTS Prior to treatment, anxious youth exhibited reduced activation of the medial prefrontal cortex, encompassing the rostral ACC, when matching shapes in the context of threat distractors relative to healthy controls. Activation in this region increased in anxious youth after treatment, but remained unchanged in the healthy control group. Increases in rostral ACC activation were related to greater reductions in social anxiety and avoidance symptoms following treatment. CONCLUSIONS Effective treatments for pediatric anxiety may enhance rostral ACC response during attempts to filter out threat-relevant stimuli. Enhanced recruitment of this region may constitute one manner in which CBT and SSRI treatment reduce youth anxiety symptoms, particularly social anxiety and avoidance.
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Affiliation(s)
- Katie L. Burkhouse
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois
| | - Autumn Kujawa
- Department of Psychology and Human Development, Vanderbilt University, Nashville, Tennessee
| | - Bobby Hosseini
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois
| | - Heide Klumpp
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois,Department of Psychology, University of Illinois at Chicago, Chicago, Illinois
| | | | - Scott A. Langenecker
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois,Department of Psychology, University of Illinois at Chicago, Chicago, Illinois
| | - Christopher S. Monk
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan,Department of Psychology, University of Michigan, Ann Arbor, Michigan
| | - K. Luan Phan
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois,Department of Psychology, University of Illinois at Chicago, Chicago, Illinois,Department of Anatomy and Cell Biology, and Graduate Program in Neuroscience, University of Illinois at Chicago, Chicago, Illinois
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30
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de Villiers B, Lionetti F, Pluess M. Vantage sensitivity: a framework for individual differences in response to psychological intervention. Soc Psychiatry Psychiatr Epidemiol 2018; 53:545-554. [PMID: 29302707 PMCID: PMC5959990 DOI: 10.1007/s00127-017-1471-0] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2017] [Accepted: 12/11/2017] [Indexed: 11/15/2022]
Abstract
PURPOSE People differ significantly in their response to psychological intervention, with some benefitting more from treatment than others. According to the recently proposed theoretical framework of vantage sensitivity, some of this variability may be due to individual differences in environmental sensitivity, the inherent ability to register, and process external stimuli. In this paper, we apply the vantage sensitivity framework to the field of psychiatry and clinical psychology, proposing that some people are more responsive to the positive effects of psychological intervention due to heightened sensitivity. METHODS After presenting theoretical frameworks related to environmental sensitivity, we review a selection of recent studies reporting individual differences in the positive response to psychological intervention. RESULTS A growing number of studies report that some people benefit more from psychological intervention than others as a function of genetic, physiological, and psychological characteristics. These studies support the vantage sensitivity proposition that treatment response is influenced by factors associated with heightened sensitivity to environmental influences. More recently, studies have also shown that sensitivity can be measured with a short questionnaire which appears to predict the response to psychological intervention. CONCLUSIONS Vantage sensitivity is a framework with significant relevance for our understanding of widely observed heterogeneity in treatment response. It suggests that variability in response to treatment is partly influenced by people's differing capacity for environmental sensitivity, which can be measured with a short questionnaire. Application of the vantage sensitivity framework to psychiatry and clinical psychology may improve our knowledge regarding when, how, and for whom interventions work.
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Affiliation(s)
- Bernadette de Villiers
- Department of Biological and Experimental Psychology, School of Biological and Chemical Sciences, Queen Mary University of London, G.E. Fogg Building, Office 2.01, Mile End Road, London, E1 4NS, UK
| | - Francesca Lionetti
- Department of Biological and Experimental Psychology, School of Biological and Chemical Sciences, Queen Mary University of London, G.E. Fogg Building, Office 2.01, Mile End Road, London, E1 4NS, UK
| | - Michael Pluess
- Department of Biological and Experimental Psychology, School of Biological and Chemical Sciences, Queen Mary University of London, G.E. Fogg Building, Office 2.01, Mile End Road, London, E1 4NS, UK.
- Centre for Economic Performance, London School of Economics, London, UK.
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31
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Cui Q, Vanman EJ, Long Z, Pang Y, Chen Y, Wang Y, Duan X, Chen H, Gong Q, Zhang W, Chen H. Social anxiety disorder exhibit impaired networks involved in self and theory of mind processing. Soc Cogn Affect Neurosci 2018; 12:1284-1295. [PMID: 28398578 PMCID: PMC5597891 DOI: 10.1093/scan/nsx050] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2016] [Accepted: 04/02/2017] [Indexed: 02/05/2023] Open
Abstract
Most previous studies regarding social anxiety disorder (SAD) have focused on the role of emotional dysfunction, while impairments in self- and theory of mind (ToM)-processing have relatively been neglected. This study utilised functional connectivity density (FCD), resting-state functional connectivity (RSFC) and discriminant analyses to investigate impairments in self- and ToM-related networks in patients with SAD. Patients with SAD exhibited decreased long-range FCD in the right rostral anterior cingulate cortex (rACC) and decreased short-range FCD in the right superior temporal gyrus (STG)—key nodes involved in self- and ToM-processing, respectively. Decreased RSFC of the right rACC and STG with widespread frontal, temporal, posteromedial, sensorimotor, and somatosensory, regions was also observed in patients with SAD. Altered RSFC between the right rACC and bilateral superior frontal gyrus, between the right rACC and right middle frontal gyrus, and within the right STG itself provided the greatest contribution to individual diagnoses of SAD, with an accuracy of 84.5%. These results suggest that a lack of cognitive inhibition on emotional self-referential processing as well as impairments in social information integration may play critical roles in the pathomechanism of SAD and highlight the importance of recognising such features in the diagnosis and treatment of SAD.
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Affiliation(s)
- Qian Cui
- School of Political Science and Public Administration, University of Electronic Science and Technology of China, Chengdu, 611731, China.,Key Laboratory for Neuroinformation of Ministry of Education, Center for Information in BioMedicine, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, China
| | - Eric J Vanman
- School of Psychology, University of Queensland, St. Lucia, QLD, Australia
| | - Zhiliang Long
- Key Laboratory for Neuroinformation of Ministry of Education, Center for Information in BioMedicine, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, China
| | - Yajing Pang
- Key Laboratory for Neuroinformation of Ministry of Education, Center for Information in BioMedicine, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, China
| | - Yuyan Chen
- Key Laboratory for Neuroinformation of Ministry of Education, Center for Information in BioMedicine, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, China
| | - Yifeng Wang
- Key Laboratory for Neuroinformation of Ministry of Education, Center for Information in BioMedicine, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, China
| | - Xujun Duan
- Key Laboratory for Neuroinformation of Ministry of Education, Center for Information in BioMedicine, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, China
| | - Heng Chen
- Key Laboratory for Neuroinformation of Ministry of Education, Center for Information in BioMedicine, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, China
| | - Qiyong Gong
- Huaxi MR Research Center, Department of Radiology, West China Hospital of Sichuan University, West China School of Medicine, Chengdu, 610041, China
| | - Wei Zhang
- Mental Health Center, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Huafu Chen
- Key Laboratory for Neuroinformation of Ministry of Education, Center for Information in BioMedicine, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, China
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Abstract
INTRODUCTION Predictive neuroimaging markers of treatment response are increasingly sought in order to inform the treatment of major depressive and anxiety disorders. We review the existing literature regarding candidate predictive neuroimaging markers of psychotherapy response and assess their potential clinical utility. METHODS We searched Embase, PsycINFO, and PubMed up to October 2014 for studies correlating pretreatment neuroimaging parameters with psychotherapy response in major depressive and anxiety disorders. Our search yielded 40 eligible studies. RESULTS The anterior cingulate cortex, amygdala, and anterior insula emerged as potential markers in major depressive disorder and some anxiety disorders. Results across studies displayed a large degree of variability, however, and to date the findings have not been systematically validated in independent clinical cohorts and have not been shown capable of distinguishing between medication and psychotherapy responders. Also limited is the examination of how neuroimaging compares or might add to other prognostic clinical variables. CONCLUSION While the extant data suggest avenues of further investigation, we are still far from being able to use these markers clinically. Future studies need to focus on longitudinal testing of potential markers, determining their prescriptive value and examining how they might be integrated with clinical factors.
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Burkhouse KL, Kujawa A, Keenan K, Klumpp H, Fitzgerald KD, Monk CS, Phan KL. The relation between parent depressive symptoms and neural correlates of attentional control in offspring: A preliminary study. Psychiatry Res 2017; 263:26-31. [PMID: 28314202 PMCID: PMC5415428 DOI: 10.1016/j.pscychresns.2017.03.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Revised: 02/21/2017] [Accepted: 03/03/2017] [Indexed: 11/22/2022]
Abstract
Offspring of depressed parents are at significantly elevated risk for depressive disorders themselves; however, the specific mechanisms associated with this risk are not well known. Given the well-established link between parental depression and biased attention for negative stimuli in children, this preliminary study sought to examine the neural correlates of directing attention toward and away from emotional faces in children and adolescents in association with parent's current depressive symptoms. Forty-two youth (age 7-18 years) completed a task with conditions that manipulated whether participants were instructed to match emotional faces (explicit emotion processing) or match shapes in the context of emotional face distractors (implicit emotion processing) during functional magnetic resonance imaging. Results revealed a positive correlation between parent depressive symptoms and youths' recruitment of the dorsal anterior cingulate cortex (ACC) during attempts to direct attention away (implicit processing) from negative faces. These findings were maintained after accounting for current anxiety and depressive symptoms among youth suggesting that the findings were not fully attributable to offspring's psychopathology. These preliminary findings suggest that altered dorsal ACC function may contribute to the biased attention for negative information typically demonstrated in youth at high risk for depression by disrupting efficient inhibition of negative stimuli.
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Affiliation(s)
- Katie L Burkhouse
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA.
| | - Autumn Kujawa
- Department of Psychiatry, Penn State College of Medicine, Hershey, PA, USA
| | - Kate Keenan
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL, USA
| | - Heide Klumpp
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA; Department of Psychology, University of Illinois at Chicago, Chicago, IL, USA
| | - Kate D Fitzgerald
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Christopher S Monk
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA; Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | - K Luan Phan
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA; Department of Psychology, University of Illinois at Chicago, Chicago, IL, USA; Department of Anatomy and Cell Biology, and Graduate Program in Neuroscience, University of Illinois at Chicago, Chicago, IL, USA
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Miller CWT. Epigenetic and Neural Circuitry Landscape of Psychotherapeutic Interventions. PSYCHIATRY JOURNAL 2017; 2017:5491812. [PMID: 29226124 PMCID: PMC5684598 DOI: 10.1155/2017/5491812] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/10/2016] [Accepted: 04/11/2017] [Indexed: 11/21/2022]
Abstract
The science behind psychotherapy has garnered considerable interest, as objective measures are being developed to map the patient's subjective change over the course of treatment. Prenatal and early life influences have a lasting impact on how genes are expressed and the manner in which neural circuits are consolidated. Transgenerationally transmitted epigenetic markers as well as templates of enhanced thought flexibility versus evasion can be passed down from parent to child. This influences gene expression/repression (impacting neuroplasticity) and kindling of neurocircuitry which can perpetuate maladaptive cognitive processing seen in a number of psychiatric conditions. Importantly, genetic factors and the compounding effects of early life adversity do not inexorably lead to certain fated outcomes. The concepts of vulnerability and resilience are becoming more integrated into the framework of "differential susceptibility," speaking to how corrective environmental factors may promote epigenetic change and reconfigure neural templates, allowing for symptomatic improvement. Psychotherapy is one such factor, and this review will focus on our current knowledge of its epigenetic and neurocircuitry impact.
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Affiliation(s)
- Christopher W. T. Miller
- University of Maryland School of Medicine, 701 W. Pratt St., 4th Floor, Baltimore, MD 21201, USA
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Burkhouse KL, Kujawa A, Klumpp H, Fitzgerald KD, Monk CS, Phan KL. Neural correlates of explicit and implicit emotion processing in relation to treatment response in pediatric anxiety. J Child Psychol Psychiatry 2017; 58:546-554. [PMID: 27861879 PMCID: PMC5393919 DOI: 10.1111/jcpp.12658] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/19/2016] [Indexed: 11/29/2022]
Abstract
BACKGROUND Approximately 40%-45% of youth with anxiety disorders do not achieve remission (or a substantial reduction in symptoms) following treatment, highlighting the need to identify predictors of treatment response. Given the well-established link between attentional biases and anxiety disorders in youth and adults, this study examined the neural correlates of directing attention toward and away from emotional faces in relation to pediatric anxiety treatment response. METHOD Prior to beginning treatment with the selective serotonin reuptake inhibitor (SSRI) sertraline or cognitive behavior therapy (CBT), 37 youth (age 7-19 years) with generalized and/or social anxiety disorder completed a task with conditions that manipulated whether participants were instructed to match emotional faces (explicit emotion processing) or match shapes in the context of emotional face distractors (implicit emotion processing) during functional magnetic resonance imaging. RESULTS Results revealed that reduced activation in superior frontal gyrus (SFG), encompassing the dorsal anterior cingulate cortex (ACC) and dorsomedial prefrontal cortex (PFC), during implicit processing of emotional faces predicted a greater reduction in anxiety severity pre-to-post treatment. Post hoc analyses indicated that effects were not significantly moderated by the type of treatment or anxiety type. CONCLUSIONS Findings suggest that less recruitment of SFG, including the dorsal ACC and dorsomedial PFC, during implicit emotion processing predicts a greater reduction in youth anxiety symptoms pre-to-post treatment. Youth who exhibit reduced activation in these areas while matching shapes in the context of emotional face distractors may have more to gain from CBT and SSRI treatment due to preexisting deficits in attentional control. These findings suggest that neuroimaging may be a useful tool for predicting which youth are most likely to benefit from anxiety treatment.
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Affiliation(s)
| | - Autumn Kujawa
- Department of Psychiatry, University of Illinois at Chicago, IL
| | - Heide Klumpp
- Department of Psychiatry, University of Illinois at Chicago, IL
,Department of Psychology, University of Illinois at Chicago, Chicago, IL
| | | | - Christopher S. Monk
- Department of Psychiatry, University of Michigan, Ann Arbor, MI
,Department of Psychology, University of Michigan, Ann Arbor, MI
| | - K. Luan Phan
- Department of Psychiatry, University of Illinois at Chicago, IL
,Department of Psychology, University of Illinois at Chicago, Chicago, IL
,Department of Anatomy and Cell Biology, and Graduate Program in Neuroscience, University of Illinois at Chicago, Chicago, IL, USA
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Klumpp H, Fitzgerald JM, Kinney KL, Kennedy AE, Shankman SA, Langenecker SA, Phan KL. Predicting cognitive behavioral therapy response in social anxiety disorder with anterior cingulate cortex and amygdala during emotion regulation. NEUROIMAGE-CLINICAL 2017; 15:25-34. [PMID: 28462086 PMCID: PMC5403806 DOI: 10.1016/j.nicl.2017.04.006] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Revised: 03/23/2017] [Accepted: 04/10/2017] [Indexed: 02/06/2023]
Abstract
Background Cognitive Behavioral Therapy (CBT) for social anxiety disorder (SAD) and other internalizing conditions attempts to improve emotion regulation. Accumulating data indicate anterior cingulate cortex (ACC), and to a lesser extent amygdala, activation in various tasks predicts treatment outcome. However, little is known about ACC and amygdala activation to emotion regulation in predicting clinical improvement following CBT in SAD. Methods Before treatment, 38 SAD patients completed implicit and explicit emotion regulation paradigms during fMRI. Implicit regulation involved attentional control over negative distractors. Explicit regulation comprised cognitive reappraisal to negative images. Pre-CBT brain activity was circumscribed to anatomical-based ACC sub-regions (rostral, dorsal) and amygdala masks, which were submitted to ROC curves to examine predictive validity as well as correlational analysis to evaluate prognostic change in symptom severity. Results More rostral (rACC) activity in implicit regulation and less rACC activity during explicit regulation distinguished responders (34%) from non-responders. Greater amygdala response in implicit regulation also foretold responder status. Baseline rACC and amygdala activity during attentional control correlated with pre-to-post CBT change in symptom severity such that more activation was related to greater decline in symptoms. No significant correlations were observed for explicit regulation. Conclusions Across forms of regulation, rACC activity predicted responder status whereas amygdala as a neuromarker was limited to implicit regulation. While the direction of effects (enhanced vs. reduced) in rACC activity was task-dependent, results suggest SAD patients with deficient regulation benefited more from CBT. Findings support previous studies involving patients with depression and suggest the rACC may be a viable marker of clinical improvement in SAD. Anterior cingulate cortex is a replicated treatment neuromarker in depression. Cognitive behavioral therapy (CBT) is evidence-based psychotherapy for social phobia. CBT attempts to improve emotion regulation ability. Baseline anterior cingulate cortex activity in regulation predicted CBT response. Baseline amygdala activity during regulation also predicted CBT response.
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Affiliation(s)
- Heide Klumpp
- Mood and Anxiety Disorders Research Program, Department of Psychiatry (HK, AEK, SAL, KLP), University of Illinois at Chicago, Chicago, IL, United States; Department of Psychology (HK, JMF, KLK, SAS, KLP), University of Illinois at Chicago, Chicago, IL, United States.
| | - Jacklynn M Fitzgerald
- Department of Psychology (HK, JMF, KLK, SAS, KLP), University of Illinois at Chicago, Chicago, IL, United States
| | - Kerry L Kinney
- Department of Psychology (HK, JMF, KLK, SAS, KLP), University of Illinois at Chicago, Chicago, IL, United States
| | - Amy E Kennedy
- Mood and Anxiety Disorders Research Program, Department of Psychiatry (HK, AEK, SAL, KLP), University of Illinois at Chicago, Chicago, IL, United States; Mental Health Service (AEK, KLP), Jesse Brown VA Medical Center, Chicago, IL, United States
| | - Stewart A Shankman
- Department of Psychology (HK, JMF, KLK, SAS, KLP), University of Illinois at Chicago, Chicago, IL, United States
| | - Scott A Langenecker
- Mood and Anxiety Disorders Research Program, Department of Psychiatry (HK, AEK, SAL, KLP), University of Illinois at Chicago, Chicago, IL, United States
| | - K Luan Phan
- Mood and Anxiety Disorders Research Program, Department of Psychiatry (HK, AEK, SAL, KLP), University of Illinois at Chicago, Chicago, IL, United States; Department of Psychology (HK, JMF, KLK, SAS, KLP), University of Illinois at Chicago, Chicago, IL, United States; Mental Health Service (AEK, KLP), Jesse Brown VA Medical Center, Chicago, IL, United States
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Emotion regulation related neural predictors of cognitive behavioral therapy response in social anxiety disorder. Prog Neuropsychopharmacol Biol Psychiatry 2017; 75:106-112. [PMID: 28126372 PMCID: PMC9278876 DOI: 10.1016/j.pnpbp.2017.01.010] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Revised: 12/19/2016] [Accepted: 01/22/2017] [Indexed: 01/22/2023]
Abstract
Social anxiety disorder (SAD) is characterized by aberrant prefrontal activity during reappraisal, an adaptive cognitive approach aimed at downregulating the automatic response evoked by a negative event. Cognitive behavioral therapy (CBT) is first-line psychotherapy for SAD, however, many remain symptomatic after treatment indicating baseline individual differences in neurofunctional activity may factor into CBT outcome. An emotion regulation strategy practiced in CBT is cognitive restructuring, a proxy for reappraisal. Therefore, neural response during reappraisal may serve as a brain-based predictor of CBT success. Prior to 12weeks of individual CBT, 34 patients with SAD completed a validated emotion regulation task during fMRI. Task instructions included 'Reappraise,' that is, use a cognitive approach to reduce affective state to a negative image, which was contrasted with looking at a negative image ('Look'). Regression results for Reappraise (vs. Look) revealed greater reduction in symptom severity was predicted by less pre-CBT activation in the dorsolateral prefrontal cortex (DLPFC). Regarding predictive validity, DLPFC significantly classified responder status. Post-hoc analysis revealed DLPFC activity, but not demographic data, baseline clinical measures, or reappraisal-related affective state during fMRI, significantly accounted for the variance in symptom reduction. Findings indicate patients with SAD are more likely to benefit from CBT if there is less pre-treatment DLPFC recruitment, a region strongly implicated in emotion regulation. Patients with reduced baseline frontal activation when reappraising negative stimuli may be especially helped by explicit cognitive interventions. Further research is necessary to establish DLPFC as a stable brain-based marker of treatment outcome.
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Burklund LJ, Torre JB, Lieberman MD, Taylor SE, Craske MG. Neural responses to social threat and predictors of cognitive behavioral therapy and acceptance and commitment therapy in social anxiety disorder. Psychiatry Res 2017; 261:52-64. [PMID: 28129556 PMCID: PMC5435374 DOI: 10.1016/j.pscychresns.2016.12.012] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2015] [Revised: 12/19/2016] [Accepted: 12/27/2016] [Indexed: 02/08/2023]
Abstract
Previous research has often highlighted hyperactivity in emotion regions to simple, static social threat cues in social anxiety disorder (SAD). Investigation of the neurobiology of SAD using more naturalistic paradigms can further reveal underlying mechanisms and how these relate to clinical outcomes. We used fMRI to investigate responses to novel dynamic rejection stimuli in individuals with SAD (N=70) and healthy controls (HC; N=17), and whether these responses predicted treatment outcomes following cognitive behavioral therapy (CBT) or acceptance and commitment therapy (ACT). Both HC and SAD groups reported greater distress to rejection compared to neutral social stimuli. At the neural level, HCs exhibited greater activations in social pain/rejection regions, including dorsal anterior cingulate cortex and anterior insula, to rejection stimuli. The SAD group evidenced a different pattern, with no differences in these rejection regions and relatively greater activations in the amygdala and other regions to neutral stimuli. Greater responses in anterior cingulate cortex and the amygdala to rejection vs. neutral stimuli predicted better CBT outcomes. In contrast, enhanced activity in sensory-focused posterior insula predicted ACT responses.
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Affiliation(s)
- Lisa J Burklund
- University of California Los Angeles, Department of Psychology, Los Angeles, CA 90095-1563, United States.
| | - Jared B Torre
- University of California Los Angeles, Department of Psychology, Los Angeles, CA 90095-1563, United States
| | - Matthew D Lieberman
- University of California Los Angeles, Department of Psychology, Los Angeles, CA 90095-1563, United States
| | - Shelley E Taylor
- University of California Los Angeles, Department of Psychology, Los Angeles, CA 90095-1563, United States
| | - Michelle G Craske
- University of California Los Angeles, Department of Psychology, Los Angeles, CA 90095-1563, United States
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The effects of adaptive working memory training and mindfulness meditation training on processing efficiency and worry in high worriers. Behav Res Ther 2017; 89:1-13. [DOI: 10.1016/j.brat.2016.11.002] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2016] [Revised: 11/01/2016] [Accepted: 11/06/2016] [Indexed: 01/19/2023]
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Jacobs RH, Watkins ER, Peters AT, Feldhaus CG, Barba A, Carbray J, Langenecker SA. Targeting Ruminative Thinking in Adolescents at Risk for Depressive Relapse: Rumination-Focused Cognitive Behavior Therapy in a Pilot Randomized Controlled Trial with Resting State fMRI. PLoS One 2016; 11:e0163952. [PMID: 27880789 PMCID: PMC5120778 DOI: 10.1371/journal.pone.0163952] [Citation(s) in RCA: 64] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Accepted: 09/13/2016] [Indexed: 01/17/2023] Open
Abstract
This pilot randomized control trial was designed to examine whether Rumination-Focused Cognitive Behavior Therapy (RFCBT) reduces rumination and residual depressive symptoms among adolescents with a history of Major Depressive Disorder (MDD) who are at risk for relapse. We also examined whether these changes in symptoms were associated with changes in functional connectivity of the posterior cingulate cortex (PCC), a key node in the default mode network (DMN). Thirty-three adolescents (ages 12–18) were randomized to eight weeks of RFCBT or an assessment only (AO) control. Twenty two adolescents successfully completed fMRI scans pre- and post-intervention. Adolescents were recruited from the clinic and community and met criteria for at least one previous episode of MDD and were currently in full or partial remission. An Independent Evaluator interviewed parent and child before and after the eight-week intervention. The left PCC (-5, -50, 36) seed was used to probe resting state functional connectivity of the DMN. Adolescents who received RFCBT demonstrated reduced rumination (F = -2.76, df = 112, p < .01, 95% CI [-4.72,-0.80]) and self-report depression across eight weeks (F = -2.58, df = 113, p < .01, 95% CI [-4.21, -0.94]). Youth who received RFCBT also demonstrated significant decreases in connectivity between the left PCC and the right inferior frontal gyrus (IFG) and bilateral inferior temporal gyri (ITG). Degree of change in connectivity was correlated with changes in self-report depression and rumination. These data suggest that rumination can be reduced over eight weeks and that this reduction is associated with parallel decreases in residual depressive symptoms and decreased functional connectivity of the left PCC with cognitive control nodes. These changes may enhance the ability of vulnerable youth to stay well during the transition to adulthood. Trial Registration: ClinicalTrials.gov NCT01905267
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Affiliation(s)
- Rachel H. Jacobs
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States of America
- * E-mail:
| | | | - Amy T. Peters
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States of America
| | - Claudia G. Feldhaus
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States of America
| | - Alyssa Barba
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States of America
| | - Julie Carbray
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States of America
| | - Scott A. Langenecker
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States of America
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Trevis KJ, McLachlan NM, Wilson SJ. Cognitive Mechanisms in Chronic Tinnitus: Psychological Markers of a Failure to Switch Attention. Front Psychol 2016; 7:1262. [PMID: 27605920 PMCID: PMC4996052 DOI: 10.3389/fpsyg.2016.01262] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2016] [Accepted: 08/09/2016] [Indexed: 11/13/2022] Open
Abstract
The cognitive mechanisms underpinning chronic tinnitus (CT; phantom auditory perceptions) are underexplored but may reflect a failure to switch attention away from a tinnitus sound. Here, we investigated a range of components that influence the ability to switch attention, including cognitive control, inhibition, working memory and mood, on the presence and severity of CT. Our participants with tinnitus showed significant impairments in cognitive control and inhibition as well as lower levels of emotional well-being, compared to healthy-hearing participants. Moreover, the subjective cognitive complaints of tinnitus participants correlated with their emotional well-being whereas complaints in healthy participants correlated with objective cognitive functioning. Combined, cognitive control and depressive symptoms correctly classified 67% of participants. These results demonstrate the core role of cognition in CT. They also provide the foundations for a neurocognitive account of the maintenance of tinnitus, involving impaired interactions between the neurocognitive networks underpinning attention-switching and mood.
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Affiliation(s)
- Krysta J Trevis
- Psychological Sciences, The University of Melbourne, Melbourne, VIC Australia
| | - Neil M McLachlan
- Psychological Sciences, The University of Melbourne, Melbourne, VIC Australia
| | - Sarah J Wilson
- Psychological Sciences, The University of Melbourne, Melbourne, VIC Australia
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Lueken U, Zierhut KC, Hahn T, Straube B, Kircher T, Reif A, Richter J, Hamm A, Wittchen HU, Domschke K. Neurobiological markers predicting treatment response in anxiety disorders: A systematic review and implications for clinical application. Neurosci Biobehav Rev 2016; 66:143-62. [DOI: 10.1016/j.neubiorev.2016.04.005] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2016] [Revised: 04/04/2016] [Accepted: 04/08/2016] [Indexed: 01/25/2023]
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Jazaieri H, Goldin PR, Gross JJ. Treating Social Anxiety Disorder with CBT: Impact on Emotion Regulation and Satisfaction with Life. COGNITIVE THERAPY AND RESEARCH 2016. [DOI: 10.1007/s10608-016-9762-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Functional neuroimaging of psychotherapeutic processes in anxiety and depression: from mechanisms to predictions. Curr Opin Psychiatry 2016; 29:25-31. [PMID: 26651007 DOI: 10.1097/yco.0000000000000218] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
PURPOSE OF REVIEW The review provides an update of functional neuroimaging studies that identify neural processes underlying psychotherapy and predict outcomes following psychotherapeutic treatment in anxiety and depressive disorders. Following current developments in this field, studies were classified as 'mechanistic' or 'predictor' studies (i.e., informing neurobiological models about putative mechanisms versus aiming to provide predictive information). RECENT FINDINGS Mechanistic evidence points toward a dual-process model of psychotherapy in anxiety disorders with abnormally increased limbic activation being decreased, while prefrontal activity is increased. Partly overlapping findings are reported for depression, albeit with a stronger focus on prefrontal activation following treatment. No studies directly comparing neural pathways of psychotherapy between anxiety and depression were detected. Consensus is accumulating for an overarching role of the anterior cingulate cortex in modulating treatment response across disorders. When aiming to quantify clinical utility, the need for single-subject predictions is increasingly recognized and predictions based on machine learning approaches show high translational potential. SUMMARY Present findings encourage the search for predictors providing clinically meaningful information for single patients. However, independent validation as a crucial prerequisite for clinical use is still needed. Identifying nonresponders a priori creates the need for alternative treatment options that can be developed based on an improved understanding of those neural mechanisms underlying effective interventions.
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Howells FM, Baldwin DS, Kingdon DG. Can cognitive behaviour therapy beneficially influence arousal mechanisms in psychosis? Hum Psychopharmacol 2016; 31:64-9. [PMID: 26270489 DOI: 10.1002/hup.2499] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2014] [Revised: 07/02/2015] [Accepted: 07/04/2015] [Indexed: 11/07/2022]
Abstract
Cognitive behavioural therapy for psychosis (CBTp) is an approved adjunct therapy for patients with psychotic disorders; however, we do not fully understand the neurobiological effects that this therapy may exert. Arousal, as measured by electroencephalography (EEG), provides a useful electrophysiological marker for assessing psychotic disorders. EEG studies may therefore serve as a useful measure for assessing the underlying effects of CBTp in psychotic disorders.
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Affiliation(s)
- Fleur M Howells
- Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| | - David S Baldwin
- Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa.,Department of Psychiatry, University of Southampton, Southampton, UK
| | - David G Kingdon
- Department of Psychiatry, University of Southampton, Southampton, UK
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Klumpp H, Fitzgerald DA, Piejko K, Roberts J, Kennedy AE, Phan KL. Prefrontal control and predictors of cognitive behavioral therapy response in social anxiety disorder. Soc Cogn Affect Neurosci 2015; 11:630-40. [PMID: 26634281 DOI: 10.1093/scan/nsv146] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2015] [Accepted: 11/28/2015] [Indexed: 01/18/2023] Open
Abstract
Generalized social anxiety disorder (gSAD) is associated with aberrant anterior cingulate cortex (ACC) response to threat distractors. Perceptual load has been shown to modulate ACC activity such that under high load, when demands on processing capacity is restricted, individuals with gSAD exhibit compensatory activation to threat distractors yet under low load, there is evidence of reduced activation. It is not known if neural predictors of response to cognitive behavioral therapy (CBT), based on such emotional conflict resolution, interact with demands on controlled processes. Prior to CBT, 32 patients with gSAD completed an fMRI task involving a target letter in a string of identical targets (low perceptual load) or a target letter in a mixed letter string (high perceptual load) superimposed on fearful, angry and neutral face distractors. Whole-brain voxel-wise analyses revealed better CBT outcome was predicted by more frontopartial activity that included dorsal ACC (dACC) and insula to threat (vs neutral) distractors during high, but not low, perceptual load. Psychophysiological interaction analysis with dACC as the seed region revealed less connectivity with dorsolateral prefrontal cortex to threat distractors during high load. Results indicate patients with less regulatory capability when demands on higher-order control are great may benefit more from CBT.
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Affiliation(s)
- Heide Klumpp
- Department of Psychiatry, Mood and Anxiety Disorders Research Program, University of Illinois at Chicago, Chicago, IL, USA, Department of Psychiatry, Mood and Anxiety Disorders Research Program, University of Illinois at Chicago, Chicago, IL, USA,
| | - Daniel A Fitzgerald
- Department of Psychiatry, Mood and Anxiety Disorders Research Program, University of Illinois at Chicago, Chicago, IL, USA
| | - Katherine Piejko
- Department of Psychiatry, Mood and Anxiety Disorders Research Program, University of Illinois at Chicago, Chicago, IL, USA
| | - Julia Roberts
- Department of Psychiatry, Mood and Anxiety Disorders Research Program, University of Illinois at Chicago, Chicago, IL, USA
| | - Amy E Kennedy
- Department of Psychiatry, Mood and Anxiety Disorders Research Program, University of Illinois at Chicago, Chicago, IL, USA, Mental Health Service, Jesse Brown VA Medical Center, Chicago, IL, USA
| | - K Luan Phan
- Department of Psychiatry, Mood and Anxiety Disorders Research Program, University of Illinois at Chicago, Chicago, IL, USA, Departments of Psychology and Psychiatry, University of Illinois at Chicago, Chicago, IL, USA, and Mental Health Service, Jesse Brown VA Medical Center, Chicago, IL, USA
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Brown GG, Ostrowitzki S, Stein MB, von Kienlin M, Liu TT, Simmons A, Wierenga C, Stein OY, Bruns A, Bischoff-Grethe A, Paulus M. Temporal profile of brain response to alprazolam in patients with generalized anxiety disorder. Psychiatry Res 2015. [PMID: 26211623 DOI: 10.1016/j.pscychresns.2015.06.016] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
This study investigated the temporal pattern of brain response to emotional stimuli during 28 days of alprazolam treatment among patients with generalized anxiety disorder (GAD) randomized 2:1 to drug or placebo in a double-blind design. Functional magnetic resonance imaging scans obtained during an emotion face matching task (EFMT) and an affective stimulus expectancy task (STIMEX) were performed at baseline, one hour after initial drug administration and 28 days later. Alprazolam significantly reduced scores on the Hamilton Anxiety Scale and the Penn State Worry Questionnaire after one week and 28 days of treatment. Brain activation in the amygdala during the EFMT and in the insula during the STIMEX was reduced one hour after alprazolam administration but returned to baseline levels at Day 28. Exploratory analyses revealed significant treatment differences in brain activity during the STIMEX on Day 28 in frontal lobe, caudate nucleus, middle temporal gyrus, secondary visual cortex, and supramarginal gyrus. These results are consistent with the notion that the neural mechanisms supporting sustained treatment effects of benzodiazepines in GAD differ from those underlying their acute effects.
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Affiliation(s)
- Gregory G Brown
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA.
| | - Susanne Ostrowitzki
- Neuroscience, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland
| | - Murray B Stein
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Markus von Kienlin
- Neuroscience, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland
| | - Thomas T Liu
- Department of Radiology, University of California San Diego, San Diego, CA, USA
| | - Alan Simmons
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Christina Wierenga
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Orah Y Stein
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Andreas Bruns
- Neuroscience, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland
| | | | - Martin Paulus
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA; Laureate Institute for Brain Research, Tulsa, OK, USA
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Attention Control and Attention to Emotional Stimuli in Anxious Children Before and After Cognitive Behavioral Therapy. COGNITIVE THERAPY AND RESEARCH 2015. [DOI: 10.1007/s10608-015-9708-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Jazaieri H, Morrison AS, Goldin PR, Gross JJ. The role of emotion and emotion regulation in social anxiety disorder. Curr Psychiatry Rep 2015; 17:531. [PMID: 25413637 DOI: 10.1007/s11920-014-0531-3] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Many psychiatric disorders involve problematic patterns of emotional reactivity and regulation. In this review, we consider recent findings regarding emotion and emotion regulation in the context of social anxiety disorder (SAD). We first describe key features of SAD which suggest altered emotional and self-related processing difficulties. Next, we lay the conceptual foundation for a discussion of emotion and emotion regulation and present a common framework for understanding emotion regulation, the process model of emotion regulation. Using the process model, we evaluate the recent empirical literature spanning self-report, observational, behavioral, and physiological methods across five specific families of emotion regulation processes-situation selection, situation modification, attentional deployment, cognitive change, and response modulation. Next, we examine the empirical evidence behind two psychosocial interventions for SAD: cognitive behavioral therapy (CBT) and mindfulness-based stress reduction (MBSR). Throughout, we present suggestions for future directions in the continued examination of emotion and emotion regulation in SAD.
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Affiliation(s)
- Hooria Jazaieri
- Department of Psychology, Institute of Personality and Social Research, University of California, Berkeley, 4152 Tolman Hall, Berkeley, CA, 94720-1650, USA,
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Klumpp H, Keutmann MK, Fitzgerald DA, Shankman SA, Phan KL. Resting state amygdala-prefrontal connectivity predicts symptom change after cognitive behavioral therapy in generalized social anxiety disorder. BIOLOGY OF MOOD & ANXIETY DISORDERS 2014; 4:14. [PMID: 25540682 PMCID: PMC4276016 DOI: 10.1186/s13587-014-0014-5] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/08/2014] [Accepted: 11/18/2014] [Indexed: 11/10/2022]
Abstract
BACKGROUND Aberrant amygdala-prefrontal interactions at rest and during emotion processing are implicated in the pathophysiology of generalized social anxiety disorder (gSAD), a common disorder characterized by fears of potential scrutiny. Cognitive behavioral therapy (CBT) is first-line psychotherapy for gSAD and other anxiety disorders. While CBT is generally effective, there is a great deal of heterogeneity in treatment response. To date, predictors of success in CBT for gSAD include reduced amygdala reactivity and increased activity in prefrontal regulatory regions (e.g., anterior cingulate cortex, "ACC") during emotion processing. However, studies have not examined whether tonic (i.e., at rest) coupling of amygdala and these prefrontal regions also predict response to CBT. RESULTS Twenty-one patients with gSAD participated in resting-state functional magnetic resonance imaging (fMRI) before 12 weeks of CBT. Overall, symptom severity was significantly reduced after completing CBT; however, the patients varied considerably in degree of symptom change. Whole-brain voxel-wise findings showed symptom improvement after CBT was predicted by greater right amygdala-pregenual ACC ("pgACC") connectivity and greater left amygdala-pgACC coupling encompassing medial prefrontal cortex. In support of their predictive value, area under receiver operating characteristic curve was significant for the left and right amygdala-pgACC in relation to treatment responders. CONCLUSIONS Improvement after CBT was predicted by enhanced resting-state bilateral amygdala-prefrontal coupling in gSAD. Preliminary results suggest baseline individual differences in a fundamental circuitry that may underlie emotion regulation contributed to variation in symptom change after CBT. Findings offer a new approach towards using a biological measure to foretell who will most likely benefit from CBT. In particular, the departure from neural predictors based on illness-relevant stimuli (e.g., socio-emotional stimuli in gSAD) permits the development of biomarkers that reflect commonalities in the neurobiology of anxiety and mood disorders.
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Affiliation(s)
- Heide Klumpp
- Mood and Anxiety Disorders Research Program, Department of Psychiatry (HK, DAF, KLP), University of Illinois at Chicago, 1747 W. Roosevelt Rd, Chicago, IL 60608 USA ; Department of Psychology (HK, MKK, SAS, KLP), University of Illinois at Chicago, Chicago, IL USA ; Department of Psychiatry (HK, SAS, KLP), University of Illinois at Chicago, Chicago, IL USA
| | - Michael K Keutmann
- Department of Psychology (HK, MKK, SAS, KLP), University of Illinois at Chicago, Chicago, IL USA
| | - Daniel A Fitzgerald
- Mood and Anxiety Disorders Research Program, Department of Psychiatry (HK, DAF, KLP), University of Illinois at Chicago, 1747 W. Roosevelt Rd, Chicago, IL 60608 USA ; Mental Health Service (DAF, KLP), Jesse Brown VA Medical Center, Chicago, IL USA
| | - Stewart A Shankman
- Department of Psychology (HK, MKK, SAS, KLP), University of Illinois at Chicago, Chicago, IL USA ; Department of Psychiatry (HK, SAS, KLP), University of Illinois at Chicago, Chicago, IL USA
| | - K Luan Phan
- Mood and Anxiety Disorders Research Program, Department of Psychiatry (HK, DAF, KLP), University of Illinois at Chicago, 1747 W. Roosevelt Rd, Chicago, IL 60608 USA ; Department of Psychology (HK, MKK, SAS, KLP), University of Illinois at Chicago, Chicago, IL USA ; Department of Psychiatry (HK, SAS, KLP), University of Illinois at Chicago, Chicago, IL USA ; Mental Health Service (DAF, KLP), Jesse Brown VA Medical Center, Chicago, IL USA
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