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Wu D, Li J, Wang J. Altered neural activities during emotion regulation in depression: a meta-analysis. J Psychiatry Neurosci 2024; 49:E334-E344. [PMID: 39455086 PMCID: PMC11530268 DOI: 10.1503/jpn.240046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Revised: 08/12/2024] [Accepted: 08/30/2024] [Indexed: 10/28/2024] Open
Abstract
BACKGROUND Deficient neural activities during emotion regulation have been reported in depression. We sought to conduct a meta-analysis to provide a comprehensive description of these neural alterations during use of emotion regulation strategies among patients with depression, including major depressive disorder (MDD) and bipolar disorder (BD). METHODS We identified neuroimaging studies of abnormal neural activities during emotion regulation in depression. We extracted the peak coordinates and effect sizes of differences in brain activity between patients and healthy controls. Using seed-based d mapping, we conducted voxel-wise meta-analyses of the neural activation pattern differences between the 2 groups across conditions involving emotion regulation and those where emotion regulation was not needed. RESULTS We included 33 studies reporting 34 data sets, including 23 involving MDD (571 people with MDD and 578 matched controls) and 11 involving BD (358 people with BD and 369 matched controls). Overall, compared with controls, patients with depression showed hyperactivity in the insula and postcentral gyrus, and hypoactivity in the prefrontal part of the inferior, middle, and superior frontal gyrus, the middle temporal gyrus, and the supplementary motor area. In subgroup analyses, data from patients with MDD and studies focused on decreasing negative emotions or using the emotional strategy of reappraisal reported specific hypoactivity in the middle cerebellar peduncles. LIMITATIONS Given limited studies involving patients with BD, we were unable to detect the common and distinct abnormalities in neural activation between MDD and BD. We did not conduct any meta-regression analyses because of limited information. CONCLUSION In this meta-analysis, we identified hyperactivity in brain regions associated with emotional experience and hypoactivity in brain regions associated with cognitive control during emotion regulation among patients with depression, relative to healthy controls. These findings could help indicate a target for future interventions aimed at increasing emotion regulation capacity for patients with depression.
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Affiliation(s)
- Dihua Wu
- From the Department of Applied Psychology, Guangdong University of Foreign Studies, Guangzhou, China (Wu, Li, Wang); the Centre for Health Services Research, Faculty of Medicine, The University of Queensland, St Lucia, Queensland, Australia (Wu)
| | - Jingxuan Li
- From the Department of Applied Psychology, Guangdong University of Foreign Studies, Guangzhou, China (Wu, Li, Wang); the Centre for Health Services Research, Faculty of Medicine, The University of Queensland, St Lucia, Queensland, Australia (Wu)
| | - Junjing Wang
- From the Department of Applied Psychology, Guangdong University of Foreign Studies, Guangzhou, China (Wu, Li, Wang); the Centre for Health Services Research, Faculty of Medicine, The University of Queensland, St Lucia, Queensland, Australia (Wu)
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Mills JA, Mendez E, Strawn JR. The Impact of Development on Antidepressant and Placebo Response in Anxiety Disorders: A Bayesian Hierarchical Meta-Analytic Examination of Randomized Controlled Trials in Children, Adolescents, and Adults. J Child Adolesc Psychopharmacol 2024; 34:302-309. [PMID: 38800869 DOI: 10.1089/cap.2024.0016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Background: Understanding how development influences medication and placebo responses in anxiety disorders could inform treatment decisions, including age-specific first- versus second-line psychopharmacological interventions. Objective: To meta-analytically compare the trajectory of selective serotonin reuptake inhibitors (SSRIs), serotonin-norepinephrine reuptake inhibitors (SNRIs), and placebo response in youth and adults with anxiety disorders. Methods: Weekly symptom severity data were extracted from prospective, randomized, parallel-group, placebo-controlled trials of SSRIs and SNRIs in children, adolescents, and adults with anxiety disorders (generalized, separation, and social anxiety disorders as well as panic disorder). Treatment response was modeled for the standardized change in continuous measures of anxiety using a Bayesian hierarchical model. Change in symptom severity was evaluated as a function of time, and post hoc analyses were conducted to determine the sensitivity of these results across sample heterogeneity and alternative functional forms. Results: Data were included from 11 trials of youth (SSRI, κ = 7; SNRI, κ = 4) and 71 studies of adults (SSRI, κ = 46; SNRI, κ = 25). In total, 1067 youth participated in SSRI trials and 1024 in SNRI trials. In total, 10,826 adults participated in SSRI trials (placebo, n = 5367; SSRI n = 5,459) and 6232 in SNRI trials (placebo, n = 3,128; SNRI n = 3,094). A logarithmic model best described the response. Placebo response was similar in youth and adults (mean difference = -1.98 ± 6.21, 95% credible interval [CrI]: -10.2 to 14.2, p = 0.750), and statistically significant improvement from baseline emerged by week 2 in both adults (mean difference: -18.34 + 1.017, 95% CrI: -20.3 to 16.3, p < 0.001) and youth (mean difference: -23.74 + 3.736, 95% CrI: -31.1 to -16.4, p < 0.001). SSRIs produced similar improvements for youth and adults (p = 0.129), but SNRIs produced slower improvement in youth than adults (p = 0.018). Conclusions: Antidepressant-related improvement occurs early in youth and adults with anxiety disorders. SSRI response is similar in adults and youth; however, SNRIs produce greater responses in adults than youth, potentially representing a developmental effect.
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Affiliation(s)
- Jeffrey A Mills
- Department of Economics, Lindner College of Business, University of Cincinnati, Cincinnati, Ohio, USA
| | - Eric Mendez
- Department of Psychiatry & Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Jeffrey R Strawn
- Department of Psychiatry & Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
- Divisions of Clinical and Translational Pharmacology and Child and Adolescent Psychiatry, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
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Haller SP, Linke JO, Grassie HL, Jones EL, Pagliaccio D, Harrewijn A, White LK, Naim R, Abend R, Mallidi A, Berman E, Lewis KM, Kircanski K, Fox NA, Silverman WK, Kalin NH, Bar-Haim Y, Brotman MA. Normalization of Fronto-Parietal Activation by Cognitive-Behavioral Therapy in Unmedicated Pediatric Patients With Anxiety Disorders. Am J Psychiatry 2024; 181:201-212. [PMID: 38263879 PMCID: PMC11423803 DOI: 10.1176/appi.ajp.20220449] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2024]
Abstract
OBJECTIVE Anxiety disorders are prevalent among youths and are often highly impairing. Cognitive-behavioral therapy (CBT) is an effective first-line treatment. The authors investigated the brain mechanisms associated with symptom change following CBT. METHODS Unmedicated youths diagnosed with an anxiety disorder underwent 12 weeks of CBT as part of two randomized clinical trials testing the efficacy of adjunctive computerized cognitive training. Across both trials, participants completed a threat-processing task during functional MRI before and after treatment. Age-matched healthy comparison youths completed two scans over the same time span. The mean age of the samples was 13.20 years (SD=2.68); 41% were male (youths with anxiety disorders, N=69; healthy comparison youths, N=62). An additional sample including youths at temperamental risk for anxiety (N=87; mean age, 10.51 years [SD=0.43]; 41% male) was utilized to test the stability of anxiety-related neural differences in the absence of treatment. Whole-brain regional activation changes (thresholded at p<0.001) were examined using task-based blood-oxygen-level-dependent response. RESULTS Before treatment, patients with an anxiety disorder exhibited altered activation in fronto-parietal attention networks and limbic regions relative to healthy comparison children across all task conditions. Fronto-parietal hyperactivation normalized over the course of treatment, whereas limbic responses remained elevated after treatment. In the at-risk sample, overlapping clusters emerged between regions showing stable associations with anxiety over time and regions showing treatment-related changes. CONCLUSIONS Activation in fronto-parietal networks may normalize after CBT in unmedicated pediatric anxiety patients. Limbic regions may be less amenable to acute CBT effects. Findings from the at-risk sample suggest that treatment-related changes may not be attributed solely to the passage of time.
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Affiliation(s)
- Simone P Haller
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - Julia O Linke
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - Hannah L Grassie
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - Emily L Jones
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - David Pagliaccio
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - Anita Harrewijn
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - Lauren K White
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - Reut Naim
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - Rany Abend
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - Ajitha Mallidi
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - Erin Berman
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - Krystal M Lewis
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - Katharina Kircanski
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - Nathan A Fox
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - Wendy K Silverman
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - Ned H Kalin
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - Yair Bar-Haim
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
| | - Melissa A Brotman
- Emotion and Development Branch, NIMH, Bethesda, Md. (Haller, Grassie, Jones, Mallidi, Berman, Lewis, Kircanski, Brotman); Department of Psychology, University of Freiburg, Freiburg, Germany (Linke); Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York (Pagliaccio); Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Harrewijn); Department of Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia (White); Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel (Abend); Department of Human Development and Quantitative Methodology, University of Maryland, College Park (Fox); Yale Child Study Center, Yale School of Medicine, New Haven, Conn. (Silverman); Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison (Kalin); School of Psychological Sciences (Bar-Heim, Naim) and Sagol School of Neuroscience (Bar-Haim), Tel Aviv University, Tel Aviv, Israel
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Becker HC, Beltz AM, Himle JA, Abelson JL, Block SR, Taylor SF, Fitzgerald KD. Changes in Brain Network Connections After Exposure and Response Prevention Therapy for Obsessive-Compulsive Disorder in Adolescents and Adults. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2024; 9:70-79. [PMID: 37820789 PMCID: PMC10842137 DOI: 10.1016/j.bpsc.2023.09.009] [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] [Received: 07/25/2023] [Revised: 09/08/2023] [Accepted: 09/26/2023] [Indexed: 10/13/2023]
Abstract
BACKGROUND Functional alterations of tripartite neural networks during cognitive control (i.e., frontoparietal network [FPN], cingulo-opercular network, and default mode network) occur in patients with obsessive-compulsive disorder (OCD) and may contribute to illness expression. However, the degree to which changes in these networks are elicited by gold standard treatment (e.g., exposure and response prevention [EX/RP]) remains unknown. Understanding how EX/RP modulates network connectivity in adolescent versus adult patients with OCD may aid the identification of developmentally sensitive treatment targets that enhance cognitive control. METHODS Data from a total of 169 adolescents (13-17 years) and adults (25-40 years; 57% female) were analyzed, including healthy control participants (n = 58) and patients with OCD (n = 111) who were randomized to either EX/RP or an active control therapy (stress management training). Participants performed a flanker task during functional magnetic resonance imaging pre- and posttreatment. To retain sensitivity to individual differences in connectivity, group iterative multiple model estimation was used to assess functional connectivity (i.e., density) within and between brain networks. RESULTS Significant increases in FPN density and decreases in FPN-default mode network density were observed from pre- to posttreatment in patients who received EX/RP. The opposite patterns of change occurred in patients who received stress management training. These treatment-related changes in network density did not differ across age group. CONCLUSIONS Results suggest EX/RP-specific changes in task-based connectivity in patients with OCD. Given baseline differences between healthy control participants and patients by age group, these treatment-related changes may indicate restoration of healthy FPN and default mode network development across patients, providing targets for improving response to EX/RP.
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Affiliation(s)
- Hannah C Becker
- Department of Psychology, University of Michigan, Ann Arbor, Michigan; Department of Psychiatry, University of Michigan, Ann Arbor, Michigan.
| | - Adriene M Beltz
- Department of Psychology, University of Michigan, Ann Arbor, Michigan
| | - Joseph A Himle
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan; School of Social Work, University of Michigan, Ann Arbor, Michigan
| | - James L Abelson
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan
| | | | - Stephan F Taylor
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan
| | - Kate D Fitzgerald
- Columbia University and New York State Psychiatric Institute, New York, New York
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Yan H, Zhang Y, Shan X, Li H, Liu F, Xie G, Li P, Guo W. Altered interhemispheric functional connectivity in patients with obsessive-compulsive disorder and its potential in therapeutic response prediction. J Neurosci Res 2024; 102. [PMID: 38284840 DOI: 10.1002/jnr.25272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Revised: 10/23/2023] [Accepted: 10/25/2023] [Indexed: 01/30/2024]
Abstract
The trajectory of voxel-mirrored homotopic connectivity (VMHC) after medical treatment in obsessive-compulsive disorder (OCD) and its value in prediction of treatment response remains unclear. This study aimed to investigate the pathophysiological mechanism of OCD, as well as biomarkers for prediction of pharmacological efficacy. Medication-free patients with OCD and healthy controls (HCs) underwent magnetic resonance imaging. The patients were scanned again after a 4-week treatment with paroxetine. The acquired data were subjected to VMHC, support vector regression (SVR), and correlation analyses. Compared with HCs (36 subjects), patients with OCD (34 subjects after excluding two subjects with excessive head movement) exhibited significantly lower VMHC in the bilateral superior parietal lobule (SPL), postcentral gyrus, and calcarine cortex, and VMHC in the postcentral gyrus was positively correlated with cognitive function. After treatment, the patients showed increased VMHC in the bilateral posterior cingulate cortex/precuneus (PCC/PCu) with the improvement of symptoms. SVR results showed that VMHC in the postcentral gyrus at baseline could aid to predict a change in the scores of OCD scales. This study revealed that SPL, postcentral gyrus, and calcarine cortex participate in the pathophysiological mechanism of OCD while PCC/PCu participate in the pharmacological mechanism. VMHC in the postcentral gyrus is a potential predictive biomarker of the treatment effects in OCD.
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Affiliation(s)
- Haohao Yan
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Yingying Zhang
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Xiaoxiao Shan
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Huabing Li
- Department of Radiology, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Feng Liu
- Department of Radiology, Tianjin Medical University General Hospital, Tianjin, China
| | - Guojun Xie
- Department of Psychiatry, The Third People's Hospital of Foshan, Foshan, China
| | - Ping Li
- Department of Psychiatry, Qiqihar Medical University, Qiqihar, China
| | - Wenbin Guo
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, China
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Baumel WT, Strawn JR. Neurobiology of Treatment in Pediatric Anxiety Disorders. Child Adolesc Psychiatr Clin N Am 2023; 32:589-600. [PMID: 37201969 DOI: 10.1016/j.chc.2023.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Both pharmacologic and psychotherapeutic treatment-related changes increase activity in brain regions implicated in prefrontal regulatory circuits, and the functional connectivity of these regions with the amygdala is enhanced following pharmacological treatment. This may suggest overlapping mechanisms of action across therapeutic modalities. The existing literature is best viewed as a partially constructed scaffold on which to construct a vigorous understanding of biomarkers in pediatric anxiety syndromes. As the field approaches leveraging "fingerprints" in neuroimaging with "outputs" in neuropsychiatric tasks and scale, we can move beyond one-size-fits-all selection of psychiatric interventions toward more nuanced therapeutic strategies that recognize individual differences.
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Affiliation(s)
- W Thomas Baumel
- Department of Psychiatry and Behavioral Neuroscience, Anxiety Disorders Research Program, College of Medicine, University of Cincinnati, Box 670559, 260 Stetson Street, Suite 3200, Cincinnati, OH 45267-0559, USA.
| | - Jeffrey R Strawn
- Department of Psychiatry and Behavioral Neuroscience, Anxiety Disorders Research Program, College of Medicine, University of Cincinnati, Box 670559, 260 Stetson Street, Suite 3200, Cincinnati, OH 45267-0559, USA; Division of Child and Adolescent Psychiatry, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Division of Clinical Pharmacology, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
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Sollenberger NA, Kimbler A, Cummings LR, Pettit JW, Hayes T, Patriarca GC, Vázquez AL, Shumway P, Yegüez CE, Rey Y, Mattfeld AT, McMakin DL. Sleep fails to depotentiate amygdala-reactivity to negative emotional stimuli in youth with elevated symptoms of anxiety. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2023; 23:415-426. [PMID: 36788201 PMCID: PMC10770807 DOI: 10.3758/s13415-023-01066-8] [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: 01/16/2023] [Indexed: 02/16/2023]
Abstract
Sleep-related problems often precede escalating anxiety in early adolescence. Pushing beyond broad sleep-mental health associations and toward mechanistic theories of their interplay can inform etiological models of psychopathology. Recent studies suggest that sleep depotentiates neural (e.g., amygdala) reactivity during reexposure to negative emotional stimuli in adults. Persistent amygdala reactivity to negative experiences and poor sleep characterize anxiety, particularly at the transition to adolescence. We propose that sleep depotentiates amygdala reactivity in youth but fails to do so among youth with anxiety. Participants (n = 34; 18 males; age, mean [M] = 11.35, standard deviation [SD] = 2.00) recruited from the community and specialty anxiety clinics viewed valenced images (positive, negative, and neutral) across two fMRI sessions (Study, Test), separated by a 10-12-hour retention period of sleep or wake (randomized). Mixed linear models regressed basolateral amygdala (BLA) activation and BLA-medial prefrontal cortex (mPFC) functional connectivity to negative images on Time, Condition, and Anxiety Severity. There were greater reductions in BLA activations to negative target images from Study to Test in the Sleep Condition, which was blunted with higher anxiety (b = -0.065, z = -2.355, p = 0.019). No such sleep- or anxiety-related effects were observed for BLA-mPFC functional connectivity (ps > 0.05). Sleep supports depotentiation of amygdala reactivity to negative stimuli in youth, but this effect is blunted at higher levels of anxiety. Disruptions in sleep-related affective habituation may be a critical, modifiable driver of anxiety.
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Affiliation(s)
| | - Adam Kimbler
- Florida International University, 11200 SW 8th Street, Miami, FL, 33199, USA
| | - Logan R Cummings
- Florida International University, 11200 SW 8th Street, Miami, FL, 33199, USA
| | - Jeremy W Pettit
- Florida International University, 11200 SW 8th Street, Miami, FL, 33199, USA
| | - Timothy Hayes
- Florida International University, 11200 SW 8th Street, Miami, FL, 33199, USA
| | | | | | - Philip Shumway
- Florida International University, 11200 SW 8th Street, Miami, FL, 33199, USA
| | - Carlos E Yegüez
- Florida International University, 11200 SW 8th Street, Miami, FL, 33199, USA
| | - Yasmin Rey
- Florida International University, 11200 SW 8th Street, Miami, FL, 33199, USA
| | - Aaron T Mattfeld
- Florida International University, 11200 SW 8th Street, Miami, FL, 33199, USA.
| | - Dana L McMakin
- Florida International University, 11200 SW 8th Street, Miami, FL, 33199, USA.
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Quantitative electroencephalographic biomarker of pharmacological treatment response in patients with anxiety disorder: a retrospective study. Sci Rep 2023; 13:3802. [PMID: 36882629 PMCID: PMC9992385 DOI: 10.1038/s41598-023-30994-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 03/06/2023] [Indexed: 03/09/2023] Open
Abstract
This study aimed to investigate the effectiveness of a quantitative electroencephalography (qEEG) biomarker in predicting the response to pharmacological treatment in patients with anxiety disorder. A total of 86 patients were diagnosed with anxiety disorder according to the Diagnostic and Statistical Manual of Mental Disorders 5th edition, and subsequently treated with antidepressants. After 8-12 weeks, the participants were divided into treatment-resistant (TRS) and treatment-response (TRP) groups based on their Clinical Global Impressions-Severity (CGI-S) scores. We obtained the absolute-EEG measurements for 19-channels and analyzed qEEG findings according to the frequency range: delta, theta, alpha, and beta. The beta-wave was subdivided into low-beta, beta, and high-beta waves. The theta-beta ratio (TBR) was calculated, and an analysis of covariance was performed. Of the 86 patients with anxiety disorder, 56 patients (65%) were classified in the TRS group. The TRS and TRP groups did not differ in terms of age, sex, or medication-dosage. However, the baseline CGI-S was higher in the TRP group. After calibration by covariates, the TRP group showed higher beta-waves in T3 and T4, and a lower TBR, especially in T3 and T4, than the TRS group. These results indicate that patients with a lower TBR and higher beta and high-beta waves in T3 and T4 are more likely to respond to medication.
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9
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Kitt ER, Odriozola P, Gee DG. Extinction Learning Across Development: Neurodevelopmental Changes and Implications for Pediatric Anxiety Disorders. Curr Top Behav Neurosci 2023; 64:237-256. [PMID: 37532964 DOI: 10.1007/7854_2023_430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/04/2023]
Abstract
Alterations in extinction learning relate to the development and maintenance of anxiety disorders across the lifespan. While exposure therapy, based on principles of extinction, can be highly effective for treating anxiety, many patients do not show sufficient improvement following treatment. In particular, evidence suggests that exposure therapy does not work sufficiently for up to 40% of children who receive this evidence-based treatment.Importantly, fear learning and extinction, as well as the neural circuitry supporting these processes, undergo dynamic changes across development. An improved understanding of developmental changes in extinction learning and the associated neural circuitry may help to identify targets to improve treatment response in clinically anxious children and adolescents. In this chapter, we provide a brief overview of methods used to study fear learning and extinction in developmental populations. We then review what is currently known about the developmental changes that occur in extinction learning and related neural circuitry. We end this chapter with a discussion of the implications of these neurodevelopmental changes for the characterization and treatment of pediatric anxiety disorders.
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Affiliation(s)
| | - Paola Odriozola
- Department of Psychology, Yale University, New Haven, CT, USA
| | - Dylan G Gee
- Department of Psychology, Yale University, New Haven, CT, USA.
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10
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Baumel WT, Mills JA, Schroeder HK, Specht AM, Rothenberg R, Peris TS, Strawn JR. Executive Functioning in Pediatric Anxiety and Its Relationship to Selective Serotonin Reuptake Inhibitor Treatment Response: A Double-Blind, Placebo-Controlled Trial. J Child Adolesc Psychopharmacol 2022; 32:215-223. [PMID: 35532982 PMCID: PMC9145261 DOI: 10.1089/cap.2022.0012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Objective: To characterize executive function in adolescents with generalized anxiety disorder (GAD) and its relationship to treatment. Methods: Using data from a double-blind, placebo-controlled trial of escitalopram in adolescents (N = 51) 12-17 years of age with GAD, we used the self-report version of the Behavior Rating Inventory of Executive Function (BRIEF-SR) to assess executive function, at baseline, and examined its relationship to treatment response as measured by the Pediatric Anxiety Rating Scale (PARS). Results: For all baseline subscores of the BRIEF-SR, T-scores were significantly elevated in adolescents with GAD compared to an age- and sex-matched normative healthy sample. In escitalopram-treated patients, baseline BRIEF-SR scores for Emotional Control (β = 0.256, 95% credibility interval [CrI]: 0.367 to 0.146, p < 0.001), Working Memory (β = 0.204, CrI: 0.2952 to 0.1134, p < 0.001), Planning/Organizing (β = -0.223, CrI: -0.1021 to -0.3436, p = 0.004), and Task Completion (β = -0.152, CrI: 0.075 to 0.228, p = 0.002) predicted the trajectory of improvement in PARS score over the 8-week trial. For youth who received placebo, only the Inhibit score was significantly, but weakly, associated with response trajectory (β = -0.081, CrI: -0.0167 to -0.1461, p = 0.015). For adolescents who had clinically significant impairment in Emotional Control, Working Memory, Planning/Organizing, and Task Completion (i.e., T-score >65), the trajectory of improvement significantly differed from patients without scores in the clinically significant range. Conclusions: Taken together, these findings point to the potential value of assessing executive function in youth with anxiety disorders as one strategy for guiding treatment selection. These data suggest that executive function may predict treatment response to psychopharmacologic treatment and point to numerous avenues for further personalizing treatment.
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Affiliation(s)
- W. Thomas Baumel
- Department of Psychiatry and Behavioral Neuroscience, Anxiety Disorders Research Program, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Jeffrey A. Mills
- Department of Economics, Lindner College of Business, University of Cincinnati, Cincinnati, Ohio, USA
| | - Heidi K. Schroeder
- Department of Psychiatry and Behavioral Neuroscience, Anxiety Disorders Research Program, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Ashley M. Specht
- Department of Psychiatry and Behavioral Neuroscience, Anxiety Disorders Research Program, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Richard Rothenberg
- Department of Psychiatry and Behavioral Neuroscience, Anxiety Disorders Research Program, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Tara S. Peris
- Department of Psychiatry and Biobehavioral Sciences, UCLA Semel Institute for Neuroscience and Human Behavior, Los Angeles, California, USA
| | - Jeffrey R. Strawn
- Department of Psychiatry and Behavioral Neuroscience, Anxiety Disorders Research Program, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
- Division of Child and Adolescent Psychiatry, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
- Division of Clinical Pharmacology, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, 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: 0.5] [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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Lu L, Mills JA, Li H, Schroeder HK, Mossman SA, Varney ST, Cecil KM, Huang X, Gong Q, Ramsey LB, DelBello MP, Sweeney JA, Strawn JR. Acute Neurofunctional Effects of Escitalopram in Pediatric Anxiety: A Double-Blind, Placebo-Controlled Trial. J Am Acad Child Adolesc Psychiatry 2021; 60:1309-1318. [PMID: 33548492 PMCID: PMC8333264 DOI: 10.1016/j.jaac.2020.11.023] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Revised: 11/09/2020] [Accepted: 01/28/2021] [Indexed: 02/05/2023]
Abstract
OBJECTIVE Amygdala-ventrolateral prefrontal cortex (VLPFC) circuitry is disrupted in pediatric anxiety disorders, yet how selective serotonin reuptake inhibitors (SSRIs) affect this circuitry is unknown. We examined the impact of the SSRI escitalopram on functional connectivity (FC) within this circuit, and whether early FC changes predicted treatment response in adolescents with generalized anxiety disorder (GAD). METHOD Resting-state functional magnetic resonance (MR) images were acquired before and after 2 weeks of treatment in 41 adolescents with GAD (12-17 years of age) who received double-blind escitalopram or placebo for 8 weeks. Change in amygdala-based whole-brain FC and anxiety severity were analyzed. RESULTS Controlling for age, sex, and pretreatment anxiety, escitalopram increased amygdala-VLPFC connectivity compared to placebo (F = 17.79, p = .002 FWE-corrected). This early FC change predicted 76.7% of the variability in improvement trajectory in patients who received escitalopram (p < .001) but not placebo (p = .169); the predictive power of early amygdala-VLPFC FC change significantly differed between placebo and escitalopram (p = .013). Furthermore, this FC change predicted improvement better than baseline FC or clinical/demographic characteristics. Exploratory analyses of amygdala subfields' FC revealed connectivity of left basolateral amygdala (BLA) -VLPFC (F = 19.64, p < .001 FWE-corrected) and superficial amygdala-posterior cingulate cortex (F = 22.92, p = .001 FWE-corrected) were also increased by escitalopram, but only BLA-VLPFC FC predicted improvement in anxiety over 8 weeks of treatment. CONCLUSION In adolescents with GAD, escitalopram increased amygdala-prefrontal connectivity within the first 2 weeks of treatment, and the magnitude of this change predicted subsequent clinical improvement. Early normalization of amygdala-VLPFC circuitry might represent a useful tool for identifying future treatment responders as well as a promising biomarker for drug development. CLINICAL TRIAL REGISTRATION INFORMATION Neurofunctional Predictors of Escitalopram Treatment Response in Adolescents With Anxiety; https://www.clinicaltrials.gov/; NCT02818751.
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Affiliation(s)
- Lu Lu
- West China Hospital of Sichuan University, Chengdu, China; University of Cincinnati, Ohio
| | | | - Hailong Li
- West China Hospital of Sichuan University, Chengdu, China
| | | | | | | | - Kim M Cecil
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Xiaoqi Huang
- West China Hospital of Sichuan University, Chengdu, China
| | - Qiyong Gong
- West China Hospital of Sichuan University, Chengdu, China.
| | | | | | - John A Sweeney
- West China Hospital of Sichuan University, Chengdu, China; University of Cincinnati, Ohio
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13
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Murphy SE, Capitão LP, Giles SLC, Cowen PJ, Stringaris A, Harmer CJ. The knowns and unknowns of SSRI treatment in young people with depression and anxiety: efficacy, predictors, and mechanisms of action. Lancet Psychiatry 2021; 8:824-835. [PMID: 34419187 DOI: 10.1016/s2215-0366(21)00154-1] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 03/15/2021] [Accepted: 04/01/2021] [Indexed: 01/12/2023]
Abstract
The use of SSRIs for the treatment of depression and anxiety in young people is increasing. However, the effects of SSRIs in adolescence, a time when there are substantial changes in neural, cognitive, and social functioning, are not well understood. Here, we review evidence from clinical trials about the benefits and risks of SSRIs in young people and consider their mechanisms of action, as shown through human experimental work and animal models. We emphasise key outstanding questions about the effects of SSRIs in youth, identified through gaps in the literature and in consultation with young people with lived experience. It is crucial to characterise the mechanisms underpinning risks and benefits of SSRIs in this age group to progress the field, and to narrow the chasm between the widespread use of SSRIs in youth and the science on which this use is based.
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Affiliation(s)
- Susannah E Murphy
- University Department of Psychiatry, University of Oxford, Warneford Hospital, Oxford, UK; Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, UK
| | - Liliana P Capitão
- University Department of Psychiatry, University of Oxford, Warneford Hospital, Oxford, UK; Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, UK
| | - Sophie L C Giles
- University Department of Psychiatry, University of Oxford, Warneford Hospital, Oxford, UK
| | - Philip J Cowen
- University Department of Psychiatry, University of Oxford, Warneford Hospital, Oxford, UK; Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, UK
| | - Argyris Stringaris
- Section of Clinical and Computational Psychiatry, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
| | - Catherine J Harmer
- University Department of Psychiatry, University of Oxford, Warneford Hospital, Oxford, UK; Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, UK.
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Medina S, Bakar NA, O'Daly O, Miller S, Makovac E, Renton T, Williams SCR, Matharu M, Howard MA. Regional cerebral blood flow as predictor of response to occipital nerve block in cluster headache. J Headache Pain 2021; 22:91. [PMID: 34384347 PMCID: PMC8359299 DOI: 10.1186/s10194-021-01304-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 07/30/2021] [Indexed: 01/03/2023] Open
Abstract
Background Cluster headache is an excruciating disorder with no cure. Greater occipital nerve blockades can transiently suppress attacks in approximately 50% of patients, however, its mechanism of action remains uncertain, and there are no reliable predictors of treatment response. To address this, we investigated the effect of occipital nerve blockade on regional cerebral blood flow (rCBF), an index of brain activity, and differences between treatment responders and non-responders. Finally, we compared baseline perfusion maps from patients to a matched group of healthy controls. Methods 21 male, treatment-naive patients were recruited while in a cluster headache bout. During a pain-free phase between headaches, patients underwent pseudo-continuous arterial spin labelled MRI assessments to provide quantitative indices of rCBF. MRIs were performed prior to and 7-to-21 days following treatment. Patients also recorded the frequency of their headache attacks in a daily paper diary. Neuropsychological assessment including anxiety, depression and quality of life measures was performed in a first, scanning free session for each patient. Results Following treatment, patients demonstrated relative rCBF reductions in posterior temporal gyrus, cerebellum and caudate, and rCBF increases in occipital cortex. Responders demonstrated relative rCBF increases, compared to non-responders, in medial prefrontal cortex and lateral occipital cortex at baseline, but relative reductions in cingulate and middle temporal cortices. rCBF was increased in patients compared to healthy controls in cerebellum and hippocampus, but reduced in orbitofrontal cortex, insula and middle temporal gyrus. Conclusions We provide new mechanistic insights regarding the aetiology of cluster headache, the mechanisms of action of occipital nerve blockades and potential predictors of treatment response. Future investigation should determine whether observed effects are reproducible and extend to other headache disorders.
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Affiliation(s)
- Sonia Medina
- Department of Neuroimaging, King's College London, Institute of Psychiatry, Psychology and Neuroscience, Box 89, De Crespigny Park, London, SE5 8AF, UK. .,Wolfson Centre for Age-Related Diseases, King's College London, London, UK.
| | | | - Owen O'Daly
- Department of Neuroimaging, King's College London, Institute of Psychiatry, Psychology and Neuroscience, Box 89, De Crespigny Park, London, SE5 8AF, UK
| | - Sarah Miller
- Headache and Facial Pain Group, UCL Queen Square Institute of Neurology, Queen Square, London, UK
| | - Elena Makovac
- Department of Neuroimaging, King's College London, Institute of Psychiatry, Psychology and Neuroscience, Box 89, De Crespigny Park, London, SE5 8AF, UK.,Wolfson Centre for Age-Related Diseases, King's College London, London, UK
| | - Tara Renton
- Department of Oral Surgery, King's College London, London, UK
| | - Steve C R Williams
- Department of Neuroimaging, King's College London, Institute of Psychiatry, Psychology and Neuroscience, Box 89, De Crespigny Park, London, SE5 8AF, UK
| | - Manjit Matharu
- Headache and Facial Pain Group, UCL Queen Square Institute of Neurology, Queen Square, London, UK
| | - Matthew A Howard
- Department of Neuroimaging, King's College London, Institute of Psychiatry, Psychology and Neuroscience, Box 89, De Crespigny Park, London, SE5 8AF, UK
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15
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Zacharek SJ, Kribakaran S, Kitt ER, Gee DG. Leveraging big data to map neurodevelopmental trajectories in pediatric anxiety. Dev Cogn Neurosci 2021; 50:100974. [PMID: 34147988 PMCID: PMC8225701 DOI: 10.1016/j.dcn.2021.100974] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 05/26/2021] [Accepted: 06/08/2021] [Indexed: 12/30/2022] Open
Abstract
Anxiety disorders are the most prevalent psychiatric condition among youth, with symptoms commonly emerging prior to or during adolescence. Delineating neurodevelopmental trajectories associated with anxiety disorders is important for understanding the pathophysiology of pediatric anxiety and for early risk identification. While a growing literature has yielded valuable insights into the nature of brain structure and function in pediatric anxiety, progress has been limited by inconsistent findings and challenges common to neuroimaging research. In this review, we first discuss these challenges and the promise of ‘big data’ to map neurodevelopmental trajectories in pediatric anxiety. Next, we review evidence of age-related differences in neural structure and function among anxious youth, with a focus on anxiety-relevant processes such as threat and safety learning. We then highlight large-scale cross-sectional and longitudinal studies that assess anxiety and are well positioned to inform our understanding of neurodevelopment in pediatric anxiety. Finally, we detail relevant challenges of ‘big data’ and propose future directions through which large publicly available datasets can advance knowledge of deviations from normative brain development in anxiety. Leveraging ‘big data’ will be essential for continued progress in understanding the neurobiology of pediatric anxiety, with implications for identifying markers of risk and novel treatment targets.
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Affiliation(s)
- Sadie J Zacharek
- Massachusetts Institute of Technology, Department of Brain and Cognitive Sciences, Cambridge, MA, 02139, United States; Yale University, Department of Psychology, New Haven, CT, 06511, United States
| | - Sahana Kribakaran
- Yale University, Department of Psychology, New Haven, CT, 06511, United States
| | - Elizabeth R Kitt
- Yale University, Department of Psychology, New Haven, CT, 06511, United States
| | - Dylan G Gee
- Yale University, Department of Psychology, New Haven, CT, 06511, United States.
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Sequeira SL, Silk JS, Ladouceur CD, Hanson JL, Ryan ND, Morgan JK, McMakin DL, Kendall PC, Dahl RE, Forbes EE. Association of Neural Reward Circuitry Function With Response to Psychotherapy in Youths With Anxiety Disorders. Am J Psychiatry 2021; 178:343-351. [PMID: 33472390 PMCID: PMC8016705 DOI: 10.1176/appi.ajp.2020.20010094] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
OBJECTIVE Identifying neural correlates of response to psychological treatment may inform targets for interventions designed to treat psychiatric disorders. This study examined the extent to which baseline functioning in reward circuitry is associated with response to psychotherapy in youths with anxiety disorders. METHODS A randomized clinical trial of cognitive-behavioral therapy compared with supportive therapy was conducted in youths with anxiety disorders. Before treatment, 72 youths (9-14 years old) with anxiety disorders and 37 group-matched healthy comparison youths completed a monetary reward functional MRI task. Treatment response was defined categorically as at least a 35% reduction in diagnostician-rated anxiety severity from pre- to posttreatment assessment. Pretreatment neural activation in the striatum and medial prefrontal cortex (mPFC) during monetary wins relative to losses was examined in relation to treatment response. RESULTS Responders, nonresponders, and healthy youths differed significantly in mPFC activation to rewards versus losses at baseline. Youths with anxiety exhibited higher mPFC activity relative to healthy youths, although this may have been driven by differences in depressive symptoms. Planned comparisons between treatment responders (N=48) and nonresponders (N=24) also revealed greater pretreatment neural activation in a cluster encompassing the subgenual anterior cingulate cortex and nucleus accumbens among responders. CONCLUSIONS Striatal activation to reward receipt may not differentiate youths with anxiety from healthy youths. However, higher striatal responsivity to rewards may allow youths with anxiety to improve during treatment, potentially through greater engagement in therapy. Function in reward circuitry may guide development of treatments for youths with anxiety.
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Affiliation(s)
| | | | | | | | - Neal D. Ryan
- Department of Psychiatry, University of Pittsburgh
| | | | | | | | - Ronald E. Dahl
- School of Public Health, University of California, Berkeley
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17
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Fitzgerald KD, Schroder HS, Marsh R. Cognitive Control in Pediatric Obsessive-Compulsive and Anxiety Disorders: Brain-Behavioral Targets for Early Intervention. Biol Psychiatry 2021; 89:697-706. [PMID: 33454049 PMCID: PMC8353584 DOI: 10.1016/j.biopsych.2020.11.012] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 10/19/2020] [Accepted: 11/03/2020] [Indexed: 12/18/2022]
Abstract
The DSM provides distinct criteria for obsessive-compulsive disorder (OCD) and various types of anxiety disorders, but phenomenological overlap, high rates of comorbidity, and early onset suggest common underlying mechanisms. This notion is further supported by use of the same treatments-cognitive behavioral therapy and serotonin reuptake inhibitor medication-for managing both OCD and non-OCD anxiety disorders in clinical settings. While early intervention with these gold standard treatments is recommended for pediatric OCD and anxiety disorders, young patients often remain symptomatic even after treatment. To guide the development of novel, mechanistically targeted treatments to better resolve OCD and anxiety symptoms, the identification of neural circuits underlying psychological constructs with relevance across disorders has been recommended. One construct that may be relevant for understanding pediatric OCD and anxiety disorders is cognitive control, given the difficulty that young patients experience in dismissing obsessions, compulsions, and worry despite recognition that these symptoms are excessive and unreasonable. In this review, we examine findings from a growing body of literature implicating brain-behavioral markers of cognitive control in pediatric OCD and anxiety disorders, including before and after treatment. We conclude by suggesting that interventions designed to enhance the functioning of the task control circuits underlying cognitive control may facilitate brain maturation to help affected youth overcome symptoms.
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Affiliation(s)
- Kate D Fitzgerald
- Department of Psychiatry, University of Michigan Medical School, Ann Arbor, Michigan.
| | - Hans S Schroder
- Department of Psychiatry, University of Michigan Medical School, Ann Arbor, Michigan; Center for Bioethics and Social Sciences in Medicine, University of Michigan, Ann Arbor, Michigan
| | - Rachel Marsh
- Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, New York; Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, New York
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18
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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: 4.3] [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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19
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Strawn JR, Lu L, Peris T, Levine A, Walkup JT. Research Review: Pediatric anxiety disorders - what have we learnt in the last 10 years? J Child Psychol Psychiatry 2021; 62:114-139. [PMID: 32500537 PMCID: PMC7718323 DOI: 10.1111/jcpp.13262] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/21/2020] [Indexed: 02/05/2023]
Abstract
BACKGROUND Anxiety disorders first emerge during the critical developmental periods of childhood and adolescence. This review synthesizes recent findings on the prevalence, risk factors, and course of the anxiety disorders; and their neurobiology and treatment. METHODS For this review, searches were conducted using PubMed, PsycINFO, and clinicaltrials.gov. Findings related to the epidemiology, neurobiology, risk factors, and treatment of pediatric anxiety disorders were then summarized. FINDINGS Anxiety disorders are high prevalence, and early-onset conditions associated with multiple risk factors including early inhibited temperament, environment stress, and structural and functional abnormalities in the prefrontal-amygdala circuitry as well as the default mode and salience networks. The anxiety disorders are effectively treated with cognitive behavioral therapy (CBT), selective serotonin reuptake inhibitors (SSRIs), and serotonin-norepinephrine reuptake inhibitors (SNRIs). CONCLUSIONS Anxiety disorders are high prevalence, early-onset conditions associated with a distinct neurobiological fingerprint, and are consistently responsive to treatment. Questions remain regarding who is at risk of developing anxiety disorders as well as the way in which neurobiology predicts treatment response.
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Affiliation(s)
- Jeffrey R. Strawn
- Department of Psychiatry, College of Medicine, University of Cincinnati, Cincinnati, Ohio
| | - Lu Lu
- Department of Psychiatry, College of Medicine, University of Cincinnati, Cincinnati, Ohio
- Huaxi MR Research Center, Dept. of Radiology, West China Hospital of Sichuan University, Chengdu, China
| | - Tara Peris
- UCLA Semel Institute for Neuroscience and Human Behavior, Los Angeles, California
| | - Amir Levine
- Department of Psychiatry, Columbia University and New York State Psychiatric Institute, New York, NY
| | - John T. Walkup
- Pritzker Department of Psychiatry and Behavioral Health, Lurie Children’s Hospital, Chicago, Illinois
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20
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Lu L, Li H, Mills JA, Schroeder H, Mossman SA, Varney ST, Cecil KM, Huang X, Gong Q, Levine A, DelBello MP, Sweeny JA, Strawn JR. Greater Dynamic and Lower Static Functional Brain Connectivity Prospectively Predict Placebo Response in Pediatric Generalized Anxiety Disorder. J Child Adolesc Psychopharmacol 2020; 30:606-616. [PMID: 32721213 PMCID: PMC7864114 DOI: 10.1089/cap.2020.0024] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Objectives: Placebo response is one of the most significant barriers to detecting treatment effects in pediatric (and adult) clinical trials focusing on affective and anxiety disorders. We sought to identify neurofunctional predictors of placebo response in adolescents with generalized anxiety disorder (GAD) by examining dynamic and static functional brain connectivity. Methods: Before randomization to blinded placebo, adolescents, aged 12-17 years, with GAD (N = 25) underwent resting state functional magnetic resonance imaging. Whole brain voxelwise correlation analyses were used to determine the relationship between change in anxiety symptoms from baseline to week 8 and seed-based dynamic and static functional connectivity maps of regions in the salience and ventral attention networks (amygdala, dorsal anterior cingulate cortex [dACC], and ventrolateral prefrontal cortex [VLPFC]). Results: Greater dynamic functional connectivity variability in amygdala, dACC, VLPFC, and regions within salience, default mode, and frontoparietal networks was associated with greater placebo response. Lower static functional connectivity between amygdala and dorsolateral prefrontal cortex, amygdala and medial prefrontal cortex, dACC and posterior cingulate cortex and greater static functional connectivity between VLPFC and inferior parietal lobule were associated with greater placebo response. Conclusion: Placebo response is associated with a distinct dynamic and static connectivity fingerprint characterized by "variable" dynamic but "weak" static connectivity in the salience, default mode, frontoparietal, and ventral attention networks. These data provide granular evidence of how circuit-based biotypes mechanistically relate to placebo response. Finding biosignatures that predict placebo response is critically important in clinical psychopharmacology and to improve our ability to detect medication-placebo differences in clinical trials.
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Affiliation(s)
- Lu Lu
- Department of Radiology, Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China.,Department of Psychiatry, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Hailong Li
- Department of Radiology, Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China
| | - Jeffrey A. Mills
- Department of Economics, Lindner College of Business, University of Cincinnati, Cincinnati, Ohio, USA
| | - Heidi Schroeder
- Department of Psychiatry, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Sarah A. Mossman
- Department of Psychiatry, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Sara T. Varney
- Department of Psychiatry, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Kim M. Cecil
- Department of Radiology, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA,Imaging Research Center, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Xiaoqi Huang
- Department of Radiology, Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China.,Psychoradiology Research Unit of Chinese Academy of Medical Sciences, West China Hospital of Sichuan University, Chengdu, China
| | - Qiyong Gong
- Department of Radiology, Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China.,Psychoradiology Research Unit of Chinese Academy of Medical Sciences, West China Hospital of Sichuan University, Chengdu, China.,Address correspondence to: Qiyong Gong, MD, PhD, Department of Radiology, Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan 610041, China
| | - Amir Levine
- Department of Psychiatry, Columbia University and New York State Psychiatric Institute, New York City, New York, USA
| | - Melissa P. DelBello
- Department of Psychiatry, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - John A. Sweeny
- Department of Radiology, Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China.,Department of Psychiatry, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Jeffrey R. Strawn
- Department of Psychiatry, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
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21
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Strawn JR, Levine A. Treatment Response Biomarkers in Anxiety Disorders: From Neuroimaging to Neuronally-Derived Extracellular Vesicles and Beyond. Biomark Neuropsychiatry 2020; 3:100024. [PMID: 32974615 PMCID: PMC7508464 DOI: 10.1016/j.bionps.2020.100024] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Multiple and diverse psychotherapeutic or psychopharmacologic treatments effectively reduce symptoms for many patients with anxiety disorders, but the trajectory and magnitude of response vary considerably. This heterogeneity of treatment response has invigorated the search for biomarkers of treatment response in anxiety disorders, across the lifespan. In this review, we summarize evidence for biomarkers of treatment response in children, adolescents and adults with generalized, separation and social anxiety disorders as well as panic disorder. We then discuss the relationship between these biomarkers of treatment response and the pathophysiology of anxiety disorders. Finally, we provide context for treatment response biomarkers of the future, including neuronally-derived extracellular vesicles in anxiety disorders and discuss challenges that must be overcome prior to the debut of treatment response biomarkers in the clinic. A number of promising treatment response biomarkers have been identified, although there is an urgent need to replicate findings and to identify which biomarkers might guide clinicians in selecting from available treatments rather than just simply identifying patients who may be less likely to respond to a given intervention.
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Affiliation(s)
- Jeffrey R. Strawn
- Department of Psychiatry and Behavioral Neuroscience; Anxiety Disorders Research Program, College of Medicine, University of Cincinnati, Cincinnati, Ohio
- Department of Pediatrics, Division of Child & Adolescent Psychiatry and Division of Clinical Pharmacology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
| | - Amir Levine
- Department of Psychiatry, Columbia University and New York State Psychiatric Institute, New York, NY
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22
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Norris LA, Kendall PC. Moderators of Outcome for Youth Anxiety Treatments: Current Findings and Future Directions. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY 2020; 50:450-463. [PMID: 33140992 DOI: 10.1080/15374416.2020.1833337] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Objective: To improve outcomes and create more personalized interventions, the field has sought to identify moderators of treatment response (variables that specify which treatments work for whom and under what conditions).Method: The current review examines moderators of youth anxiety treatments.Results: The majority of studies to date have examined variables of convenience, including demographics (age, sex, race, ethnicity, socioeconomic status), pretreatment youth clinical characteristics (anxiety severity, principal diagnosis, comorbidity) and pretreatment parent variables (parent psychopathology, parenting). Findings indicate few consistent moderators.Conclusions: Future directions are discussed, including (a) group to individual generalizability, (b) power considerations, and (c) updates to study design and measure selection.
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23
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Schiele MA, Bandelow B, Baldwin DS, Pini S, Domschke K. A neurobiological framework of separation anxiety and related phenotypes. Eur Neuropsychopharmacol 2020; 33:45-57. [PMID: 32046934 DOI: 10.1016/j.euroneuro.2020.01.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 10/25/2019] [Accepted: 01/22/2020] [Indexed: 01/09/2023]
Abstract
In the DSM-5, separation anxiety disorder (SAD) is newly classified in the chapter on anxiety, renewing research efforts into its etiology. In this narrative review, we summarize the current literature on the genetic, endocrine, physiological, neural and neuropsychological underpinnings of SAD per se, SAD in the context of panic disorder, separation anxiety symptoms, and related intermediate phenotypes. SAD aggregates in families and has a heritability of ~43%. Variants in the oxytocin receptor, serotonin transporter, opioid receptor µ1, dopamine D4 receptor and translocator protein genes have all been associated with SAD. Dysregulation of the hypothalamus-pituitary-adrenal axis, dysfunctional cortico-limbic interaction and biased cognitive processing seem to constitute further neurobiological markers of separation anxiety. Hypersensitivity to carbon dioxide appears to be an endophenotype shared by SAD, panic disorder and anxiety sensitivity. The identification of biological risk markers and its multi-level integration hold great promise regarding the prediction of SAD risk, maintenance and course, and in the future may allow for the selection of indicated preventive and innovative, personalized therapeutic interventions.
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Affiliation(s)
- Miriam A Schiele
- Department of Psychiatry and Psychotherapy, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany; Department of Clinical and Experimental Medicine, Section of Psychiatry, University of Pisa, Pisa, Italy
| | - Borwin Bandelow
- Department of Psychiatry and Psychotherapy, University Medical Centre Göttingen, Germany
| | - David S Baldwin
- Clinical and Experimental Sciences, University of Southampton, Faculty of Medicine, Southampton, United Kingdom; Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| | - Stefano Pini
- Department of Clinical and Experimental Medicine, Section of Psychiatry, University of Pisa, Pisa, Italy
| | - Katharina Domschke
- Department of Psychiatry and Psychotherapy, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany; Center for Basics in NeuroModulation, Faculty of Medicine, University of Freiburg, Germany.
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24
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Li H, Zhang B, Hu Q, Zhang L, Jin Y, Wang J, Cui H, Pang J, Li C. Altered heartbeat perception sensitivity associated with brain structural alterations in generalised anxiety disorder. Gen Psychiatr 2020; 33:e100057. [PMID: 32175522 PMCID: PMC7047474 DOI: 10.1136/gpsych-2019-100057] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Revised: 10/08/2019] [Accepted: 11/28/2019] [Indexed: 11/05/2022] Open
Abstract
Background Palpitation is a common complaint in generalised anxiety disorder (GAD). Brain imaging studies have investigated the neural mechanism of heartbeat perception in healthy volunteers. This study explored the neuroanatomical differences of altered heartbeat perception in patients with GAD using structural MRI. Aims Based on the strong somatic-interoceptive symptoms in GAD, we explored the regional structural brain abnormalities involved in heartbeat perception in patients with GAD. Methods This study was applied to the a priori regions using neuroanatomical theories of heartbeat perception, including the insula, anterior cingulate cortex, supplementary motor area and prefrontal cortex. A total of 19 patients with GAD and 19 healthy control subjects were enrolled. We used the FMRIB Software Library voxel-based morphometry software for estimating the grey matter volume of these regions of interest and analysed the correlation between heartbeat perception sensitivity and the volume of abnormal grey matter. Results Patients with GAD showed a significantly decreased volume of grey matter in their left medial prefrontal cortex, right orbital frontal cortex and anterior cingulate cortex. The grey matter volume of the left medial prefrontal cortex negatively correlated with heartbeat perception sensitivity in patients with GAD. Conclusions It should be the first study that shows heartbeat perception is associated with brain structure in GAD. Our findings suggest that the frontal region may play an important role in aberrant heartbeat perception processing in patients with GAD, and this may be an underlying mechanism resulting in the abnormal cardiovascular complaints in GAD. This is hypothesised as a ‘top-down’ deficiency, especially in the medial prefrontal cortex. This will provide the foundation for a more targeted region for neuromodulation intervention in the future.
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Affiliation(s)
- Hui Li
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Bin Zhang
- Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, China
| | - Qiang Hu
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lanlan Zhang
- Department of Psychiatry, Suzhou Guangji Hospital, Suzhou, China
| | - Yi Jin
- Institute of Psychology, Chinese Academy of Sciences, Shanghai, China
| | - Jijun Wang
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Huiru Cui
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiaoyan Pang
- Department of Psychology, Shanghai University of Political Science and Law, Shanghai, China.,Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Chunbo Li
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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25
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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: 3.0] [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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26
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Task MRI-Based Functional Brain Network of Anxiety. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1191:3-20. [PMID: 32002919 DOI: 10.1007/978-981-32-9705-0_1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Magnetic resonance imaging (MRI) is a good tool for researchers to understand the biological mechanisms and pathophysiology of the brain due to the translational characteristics of MRI methods. For the psychiatric illness, this kind of mental disorders usually have minor alterations when compared to traditional neurological disorders. Therefore the functional study, such as functional connectivity, would play a significant role for understanding the pathophysiology of mental disorders. This chapter would focus on the discussion of task MRI-based functional network studies in anxiety. For social anxiety disorder, the limbic system, such as the temporal lobe, amygdala, and hippocampus, would show alterations in the functional connectivity with frontal regions, such as anterior cingulate, prefrontal, and orbitofrontal cortices. PD has anterior cingulate cortex-amygdala alterations in fear conditioning, frontoparietal alterations in attention network task, and limbic-prefrontal alterations in emotional task. A similar amygdala-based aberrant functional connectivity in specific phobia is observed. The mesocorticolimbic and limbic-prefrontal functional alterations are found in generalized anxiety disorder. The major components of task MRI-based functional connectivity in anxiety include limbic and frontal regions which might play a vital role for the origination of anxiety under different scenarios and tasks.
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27
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Abstract
The application of personalized medicine to psychiatry is challenging. Psychoradiology could provide biomarkers based on objective tests in support of the diagnostic classifications and treatment planning. We review potential psychoradiological biomarkers for psychopharmaceutical effects. Although none of the biomarkers reviewed are yet of sufficient clinical utility to inform the selection of a specific pharmacologic compound for an individual patient, there is strong consensus that advanced multimodal approaches will contribute to discovery of novel treatment predictors in psychiatric disorders. Progress has been sufficient to warrant enthusiasm, in which application of neuroimaging-based biomarkers would represent a paradigm shift and modernization of psychiatric practice.
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28
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Chauret M, Suffren S, Pine DS, Nassim M, Saint-Amour D, Maheu FS. Fear conditioning and extinction in anxious youth, offspring at-risk for anxiety and healthy comparisons: An fMRI study. Biol Psychol 2019; 148:107744. [PMID: 31449835 PMCID: PMC7658721 DOI: 10.1016/j.biopsycho.2019.107744] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Revised: 07/24/2019] [Accepted: 08/22/2019] [Indexed: 01/21/2023]
Abstract
Dysfunctions in fronto-amygdala circuitry have been linked to anxiety. Questions remain regarding the impact of familial-risk and ongoing anxiety on such circuitry function, especially in youth. Using fMRI fear conditioning and extinction paradigms, we examined these relationships in 10-17 year-olds: 22 youth with an anxiety disorder, 22 healthy youth born to parents with past or current anxiety disorders (at risk), and 32 healthy comparisons. Skin conductance responses and subjective fear ratings were also assessed. During conditioning, healthy comparisons showed differential activation (CS + >CS-) in regions of the fronto-amygdala circuitry. In comparison, the at-risk group showed greater activation to the safety cue (CS - >CS+) in the amygdala and dorsolateral prefrontal cortex. Failure to show differential fear conditioning in the fronto-amygdala circuitry and impairment in extinction learning was specific to anxious youth. These findings expand our ability to track anxiety-related alterations and potential resilience markers to anxiety.
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Affiliation(s)
- Mélissa Chauret
- Research Center, Sainte-Justine University Hospital, Montreal, Canada; Department of Psychology, University of Quebec in Montreal, Canada.
| | - Sabrina Suffren
- Research Center, Sainte-Justine University Hospital, Montreal, Canada
| | - Daniel S Pine
- National Institute of Mental Health (NIMH), Intramural Research Program National, United States
| | - Marouane Nassim
- Research Center, Sainte-Justine University Hospital, Montreal, Canada
| | - Dave Saint-Amour
- Research Center, Sainte-Justine University Hospital, Montreal, Canada; Department of Psychology, University of Quebec in Montreal, Canada
| | - Françoise S Maheu
- Research Center, Sainte-Justine University Hospital, Montreal, Canada.
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29
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Schwartz KTG, Kryza-Lacombe M, Liuzzi MT, Weersing VR, Wiggins JL. Social and Non-social Reward: A Preliminary Examination of Clinical Improvement and Neural Reactivity in Adolescents Treated With Behavioral Therapy for Anxiety and Depression. Front Behav Neurosci 2019; 13:177. [PMID: 31551724 PMCID: PMC6736628 DOI: 10.3389/fnbeh.2019.00177] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Accepted: 07/16/2019] [Indexed: 12/15/2022] Open
Abstract
Background Pediatric anxiety and depression are highly prevalent and debilitating disorders that often co-occur. Neural circuitry of reward processing has been shown to be implicated in both, and there is an emerging evidence base linking treatment response to brain patterns of reward processing. The current study aimed to add to this literature by investigating the association between clinical improvement and social and non-social reward in youth previously treated for anxiety and depression. Methods The current study leveraged clinical improvement data from a successful randomized controlled trial testing the efficacy of a transdiagnostic, brief behavioral treatment for youth diagnosed with anxiety or depression. Participants (N = 15) interested in engaging in a neuroimaging follow-up underwent an fMRI scan, during which they completed social (i.e., Face Task) and non-social (i.e., Piñata Task, a youth-friendly monetary incentive delay task) reward tasks. Whole-brain activation and functional connectivity analyses identified neural responses to the tasks separately; a third set of analyses directly compared clinical improvement-related findings to understand the impact of task context on neural reactivity to reward. Results Activation-based findings were sparse; however, connectivity as a function of degree of treatment response was apparent and robust. Within the context of social reward, significant clusters within frontal and temporal regions driven by happy face contrasts, the social reward stimulus, were observed. This supports connectivity between these regions and both amygdala and ventral striatum seeds as a function of degree of clinical improvement. Connectivity within the context of non-social reward also yielded significant clusters in temporal and parietal regions. Here too, the magnitude and direction of region coupling depended on the degree of clinical improvement and the task conditions. No differences in connectivity by task type as a function of clinical improvement were found. Conclusion Findings serve as preliminary evidence that neural regions found to be related to clinical improvement within the context of social and non-social reward are similar to regions that have been shown to support reward processing in normative samples. Implications for treatment and future work are discussed.
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Affiliation(s)
- Karen T G Schwartz
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, United States
| | - Maria Kryza-Lacombe
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, United States
| | - Michael T Liuzzi
- Department of Psychology, San Diego State University, San Diego, CA, United States
| | - V Robin Weersing
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, United States.,Department of Psychology, San Diego State University, San Diego, CA, United States
| | - Jillian Lee Wiggins
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, United States.,Department of Psychology, San Diego State University, San Diego, CA, United States
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30
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Kujawa A, Burkhouse KL, Karich SR, Fitzgerald KD, Monk CS, Phan KL. Reduced Reward Responsiveness Predicts Change in Depressive Symptoms in Anxious Children and Adolescents Following Treatment. J Child Adolesc Psychopharmacol 2019; 29:378-385. [PMID: 31062997 PMCID: PMC6585168 DOI: 10.1089/cap.2018.0172] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Objectives: Reduced reward responsiveness, as measured by the event-related potential (ERP) component, the reward positivity (RewP), has been shown to play a role in the development of internalizing disorders, but implications for treatment remain unclear. In adult patients with anxiety and/or depression, reduced RewP has emerged as a predictor of greater change in symptoms following cognitive behavior therapy (CBT) or selective serotonin reuptake inhibitor (SSRI) treatment. The objectives of this preliminary study were to extend these findings to children and adolescents with anxiety disorders by evaluating RewP to reward as a predictor of change in anxiety severity or depressive symptoms following treatment with CBT or SSRI and to explore whether RewP differentially predicts response to one type of treatment. Methods: Patients (7-19 years old) with social and/or generalized anxiety disorder (N = 27) completed baseline measures of anxiety severity and depressive symptoms, as well as an ERP monetary reward anticipation and feedback task. RewP was measured in response to reward and breaking even feedback. Patients were then randomly assigned to CBT or SSRI treatment, and completed measures of anxiety and depressive symptom severity at the last treatment session. Results: Reduced reward responsiveness, as measured by RewP to rewards, predicted greater change in depressive symptoms following treatment, adjusting for baseline symptoms, age, and RewP to breaking even. RewP was not a significant predictor of change in anxiety symptoms. Although preliminary, exploratory analyses suggested that among anxious youth, RewP specifically predicted change in depressive symptoms following CBT, rather than SSRI. Conclusion: Results provide preliminary support for the utility of ERP measures of reward responsiveness in predicting treatment response in youth. With further research and standardization, ERP assessments could potentially be implemented in clinical settings to inform prognosis and treatment planning for youth with internalizing disorders.
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Affiliation(s)
- Autumn Kujawa
- Department of Psychology and Human Development, Vanderbilt University, Nashville, Tennessee
| | - Katie L. Burkhouse
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois
| | - Shannon R. Karich
- Department of Psychiatry, 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
- Mental Health Service, Jesse Brown VA Medical Center, Chicago, Illinois
- Department of Anatomy and Cell Biology, and Graduate Program in Neuroscience, University of Illinois at Chicago, Chicago, Illinois
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31
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Madonna D, Delvecchio G, Soares JC, Brambilla P. Structural and functional neuroimaging studies in generalized anxiety disorder: a systematic review. ACTA ACUST UNITED AC 2019; 41:336-362. [PMID: 31116259 PMCID: PMC6804309 DOI: 10.1590/1516-4446-2018-0108] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Accepted: 08/16/2018] [Indexed: 01/04/2023]
Abstract
OBJECTIVES Brain imaging studies carried out in patients suffering from generalized anxiety disorder (GAD) have contributed to better characterize the pathophysiological mechanisms underlying this disorder. The present study reviews the available functional and structural brain imaging evidence on GAD, and suggests further strategies for investigations in this field. METHODS A systematic literature review was performed in PubMed, PsycINFO, and Google Scholar, aiming to identify original research evaluating GAD patients with the use of structural and functional magnetic resonance imaging as well as diffusion tensor imaging. RESULTS The available studies have shown impairments in ventrolateral and dorsolateral prefrontal cortex, anterior cingulate, posterior parietal regions, and amygdala in both pediatric and adult GAD patients, mostly in the right hemisphere. However, the literature is often tentative, given that most studies have employed small samples and included patients with comorbidities or in current use of various medications. Finally, different methodological aspects, such as the type of imaging equipment used, also complicate the generalizability of the findings. CONCLUSIONS Longitudinal neuroimaging studies with larger samples of both juvenile and adult GAD patients, as well as at risk individuals and unaffected relatives, should be carried out in order to shed light on the specific biological signature of GAD.
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Affiliation(s)
- Domenico Madonna
- Dipartimento di Fisiopatologia Medico-Chirurgica e dei Trapianti, Universitá di Milano, Milano, Italy.,Dipartimento di Neuroscienze e Salute Mentale, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Giuseppe Delvecchio
- Dipartimento di Fisiopatologia Medico-Chirurgica e dei Trapianti, Universitá di Milano, Milano, Italy
| | - Jair C Soares
- Department of Psychiatry and Behavioral Sciences, University of Texas Health Sciences Center at Houston, Houston, TX, USA
| | - Paolo Brambilla
- Dipartimento di Neuroscienze e Salute Mentale, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy.,Department of Psychiatry and Behavioral Sciences, University of Texas Health Sciences Center at Houston, Houston, TX, USA
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32
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Predicting treatment outcome for anxiety disorders with or without comorbid depression using clinical, imaging and (epi)genetic data. Curr Opin Psychiatry 2019; 32:1-6. [PMID: 30480619 DOI: 10.1097/yco.0000000000000468] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
PURPOSE OF REVIEW The present review complements previous reviews on prediction research in anxiety disorders with a focus on clinical, imaging and genetic as well as epigenetic factors and aims to provide recommendations for the design of future integrative studies in adults as well as children. RECENT FINDINGS Clinical factors predicting worse outcome such as a diagnosis of social anxiety disorder, comorbid depression and certain cognitive, behavioral and personality traits as well as low socioeconomic status were confirmed in large clinical studies. Imaging factors focusing on the fear and anxiety network were repeatedly described as predicting therapy response in small exploratory studies. The plethora of candidate gene studies has now been complemented by large genome-wide association studies and small epigenetic investigations with the need for replication in larger samples. SUMMARY The present status of research on predictors for therapy response in anxiety disorders, in particular on imaging and genetic factors, is still fragmentary. Some clinical factors for poorer outcome, though, have been consistently replicated and should be considered in the revision of therapy guidelines. There is a definite need for large integrative studies at the national and international level integrating multiple levels of biomarkers at different stages of development.
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33
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Li X, Zhang M, Li K, Zou F, Wang Y, Wu X, Zhang H. The Altered Somatic Brain Network in State Anxiety. Front Psychiatry 2019; 10:465. [PMID: 31312147 PMCID: PMC6613038 DOI: 10.3389/fpsyt.2019.00465] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Accepted: 06/12/2019] [Indexed: 12/25/2022] Open
Abstract
Highly anxious individuals often show excessive emotional arousal, somatic arousal, and characteristics of mental illness. Previous researches have extensively investigated the emotional and cognitive biases of individuals with high anxiety, but overlooked the spontaneous brain activity and functional connections associated with somatic arousal. In this study, we investigated the relationship between state anxiety and the spontaneous brain activity of the somatosensory cortex in a non-clinical healthy population with state anxiety. Furthermore, we also explored the functional connections of the somatosensory cortex. We found that state anxiety was positively correlated with the amplitude of low-frequency fluctuations (ALFFs) of somatic related brain regions, including the right postcentral gyrus (somatosensory cortex) and the right precentral gyrus (somatic motor cortex). Furthermore, we found that state anxiety was positively correlated with the connections between the postcentral gyrus and the left cerebellum gyrus, whereas state anxiety was negatively correlated with the connectivity between the postcentral gyrus and brain regions including the left inferior frontal cortex and left medial superior frontal cortex. These results revealed the association between the anxious individuals' body-loop and state anxiety in a healthy population, which revealed the importance of somatic brain regions in anxiety symptoms and provided a new perspective on anxiety for further study.
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Affiliation(s)
- Xianrui Li
- School of Psychology, Xinxiang Medical University, Xinxiang, China
| | - Meng Zhang
- School of Psychology, Xinxiang Medical University, Xinxiang, China.,Department of Psychiatry, Henan Mental Hospital, The Second Affiliated Hospital of Xinxiang Medical University, Xinxiang, China
| | - Kun Li
- Department of Psychiatry, Henan Mental Hospital, The Second Affiliated Hospital of Xinxiang Medical University, Xinxiang, China
| | - Feng Zou
- School of Psychology, Xinxiang Medical University, Xinxiang, China
| | - Yufeng Wang
- School of Psychology, Xinxiang Medical University, Xinxiang, China
| | - Xin Wu
- School of Psychology, Xinxiang Medical University, Xinxiang, China
| | - Hongxing Zhang
- School of Psychology, Xinxiang Medical University, Xinxiang, China.,Department of Psychiatry, Henan Mental Hospital, The Second Affiliated Hospital of Xinxiang Medical University, Xinxiang, China.,Henan key Laboratory of Biological Psychiatry, Xinxiang, China
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34
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Peters AT, Burkhouse KL, Kujawa A, Afshar K, Fitzgerald KD, Monk CS, Hajcak G, Phan KL. Impact of pubertal timing and depression on error-related brain activity in anxious youth. Dev Psychobiol 2019; 61:69-80. [PMID: 30043447 PMCID: PMC6318038 DOI: 10.1002/dev.21763] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Revised: 06/18/2018] [Accepted: 06/18/2018] [Indexed: 01/07/2023]
Abstract
Anxiety disorders are associated with enhanced error-related negativity (ERN) across development but it remains unclear whether alterations in brain electrophysiology are linked to the timing of puberty. Pubertal timing and alterations of prefrontal and limbic development are implicated in risk for depression, but the interplay of these factors on the ERN-anxiety association has not been assessed. We examined the unique and interactive effects of pubertal timing and depression on the ERN in a sample of youth 10-19 years old with anxiety disorders (n = 30) or no history of psychopathology (n = 30). Earlier pubertal maturation was associated with an enhanced ERN. Among early, but not late maturing youth, higher depressive symptoms were associated with a reduced ERN. The magnitude of neural reactivity to errors is sensitive to anxiety, depression, and development. Early physical maturation and anxiety may heighten neural sensitivity to errors yet predict opposing effects in the context of depression.
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Affiliation(s)
- Amy T. Peters
- University of Illinois at Chicago, Department of Psychiatry, 1747 W Roosevelt Road, Chicago, IL, 60608
| | - Katie L. Burkhouse
- University of Illinois at Chicago, Department of Psychiatry, 1747 W Roosevelt Road, Chicago, IL, 60608
| | - Autumn Kujawa
- Vanderbilt University, Department of Psychology and Human Development, 230 Appleton Place, Nashville, TN 37203
| | - Kaveh Afshar
- University of Illinois at Chicago, Department of Psychiatry, 1747 W Roosevelt Road, Chicago, IL, 60608
| | - Kate D. Fitzgerald
- University of Michigan, Department of Psychiatry, 1500 E Medical Center Drive, Ann Arbor, MI 48109
| | - Christopher S. Monk
- University of Michigan, Department of Psychiatry, 1500 E Medical Center Drive, Ann Arbor, MI 48109
- University of Michigan, Department of Psychology, 530 Church Street, Ann Arbor, MI 48109
| | - Greg Hajcak
- Florida State University, Department of Psychology and Biomedical Sciences, 1107 W. Call Street, Tallahassee, FL 32306
| | - K. Luan Phan
- University of Illinois at Chicago, Department of Psychiatry, 1747 W Roosevelt Road, Chicago, IL, 60608
- University of Illinois-Chicago, Department of Anatomy and Cell Biology & Graduate Program in Neuroscience, 840 S Wood St, Chicago, IL 60612
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35
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Zhang S, Wang Y, Deng F, Zhong S, Chen L, Luo X, Qiu S, Chen P, Chen G, Hu H, Lai S, Huang H, Jia Y, Huang L, Huang R. Disruption of superficial white matter in the emotion regulation network in bipolar disorder. NEUROIMAGE-CLINICAL 2018; 20:875-882. [PMID: 30286386 PMCID: PMC6169099 DOI: 10.1016/j.nicl.2018.09.024] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Revised: 08/03/2018] [Accepted: 09/25/2018] [Indexed: 12/19/2022]
Abstract
Bipolar disorder (BD) is characterized by emotion dysregulation and involves changes in the gray matter (GM) and white matter (WM). Although previous diffusion tensor imaging (DTI) studies reported changes in the diffusion properties of the deep WM (DWM) in BD patients, the diffusion properties of the superficial WM (SWM) are rarely investigated. In this study, we tried to determine whether the diffusion parameters of the SWM were altered in BD patients compared to controls and whether the changes were associated with the disrupted emotion regulation of the BD patients. We collected DTI data from 37 BD patients and 42 gender- and age-matched healthy controls (HC). Using probabilistic tractography, we defined a population-based SWM mask based on all the subjects. After performing the tract-based spatial statistical (TBSS) analyses, we identified the SWM areas in which the BD patients differed from the controls. This study showed significantly reduced fractional anisotropy in the SWM (FASWM) in the BD patients compared to the HC in the bilateral dorsolateral prefrontal cortex (dlPFC), ventrolateral prefrontal cortex (vlPFC), medial prefrontal cortex (mPFC), and the left parietal cortex. Moreover, compared to the controls, the BD patients showed significantly increased mean diffusivity (MDSWM) and radial diffusivity (RDSWM) in the SWM in the right frontal cortex. This study presents altered cortico-cortical connections proximal to the regions related to the emotion dysregulation of BD patients, which indicated that the SWM may serve as the brain's structural basis underlying the disrupted emotion regulation of BD patients. The disrupted FASWM in the parietal cortex may indicate that the emotion dysregulation in BD patients is related to the cognitive control network. BD patients showed altered FASWM in the regions related to emotion dysregulation. Disrupted SWM may be the brain's structural basis underlying emotion dysregulation in BD patients. FASWM between the vlPFC and dlPFC was negatively correlated with disease exacerbations in BD patients. Emotion dysregulation in BD patients may be related to a disrupted cognitive control network.
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Affiliation(s)
- Shufei Zhang
- Center for the Study of Applied Psychology, Key Laboratory of Mental Health and Cognitive Science of Guangdong Province, School of Psychology, Institute for Brain Research and Rehabilitation, South China Normal University, Guangzhou 510631, PR China
| | - Ying Wang
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou 510630, China; Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou 510630, China.
| | - Feng Deng
- Center for the Study of Applied Psychology, Key Laboratory of Mental Health and Cognitive Science of Guangdong Province, School of Psychology, Institute for Brain Research and Rehabilitation, South China Normal University, Guangzhou 510631, PR China
| | - Shuming Zhong
- Department of Psychiatry, First Affiliated Hospital of Jinan University, Guangzhou 510630, China
| | - Lixiang Chen
- Center for the Study of Applied Psychology, Key Laboratory of Mental Health and Cognitive Science of Guangdong Province, School of Psychology, Institute for Brain Research and Rehabilitation, South China Normal University, Guangzhou 510631, PR China
| | - Xiaomei Luo
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou 510630, China; Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou 510630, China
| | - Shaojuan Qiu
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou 510630, China; Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou 510630, China
| | - Ping Chen
- Center for the Study of Applied Psychology, Key Laboratory of Mental Health and Cognitive Science of Guangdong Province, School of Psychology, Institute for Brain Research and Rehabilitation, South China Normal University, Guangzhou 510631, PR China
| | - Guanmao Chen
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou 510630, China; Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou 510630, China
| | - Huiqing Hu
- Center for the Study of Applied Psychology, Key Laboratory of Mental Health and Cognitive Science of Guangdong Province, School of Psychology, Institute for Brain Research and Rehabilitation, South China Normal University, Guangzhou 510631, PR China
| | - Sunkai Lai
- Department of Psychiatry, First Affiliated Hospital of Jinan University, Guangzhou 510630, China
| | - Huiyuan Huang
- Center for the Study of Applied Psychology, Key Laboratory of Mental Health and Cognitive Science of Guangdong Province, School of Psychology, Institute for Brain Research and Rehabilitation, South China Normal University, Guangzhou 510631, PR China
| | - Yanbin Jia
- Department of Psychiatry, First Affiliated Hospital of Jinan University, Guangzhou 510630, China
| | - Li Huang
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou 510630, China; Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou 510630, China
| | - Ruiwang Huang
- Center for the Study of Applied Psychology, Key Laboratory of Mental Health and Cognitive Science of Guangdong Province, School of Psychology, Institute for Brain Research and Rehabilitation, South China Normal University, Guangzhou 510631, PR China.
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36
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Jones SA, Morales AM, Lavine JB, Nagel BJ. Convergent neurobiological predictors of emergent psychopathology during adolescence. Birth Defects Res 2018; 109:1613-1622. [PMID: 29251844 DOI: 10.1002/bdr2.1176] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Accepted: 11/02/2017] [Indexed: 01/03/2023]
Abstract
The adolescent brain undergoes significant structural and functional development. Through the use of magnetic resonance imaging in adolescents, it has been demonstrated that the prefrontal cortex, pertinent for executive control, demonstrates protracted development compared to limbic structures, active during emotion and reward processing. This asynchronous development creates a sensitive window during adolescence, in which many psychopathological disorders (i.e., mental health and substance use) emerge. This review outlines longitudinal studies that use magnetic resonance imaging to identify neurobiological predictors of emergent psychopathology (depression, anxiety, and substance use), during adolescence. Studies identifying neurobiological markers that predict onset and escalation of these disorders, as well as those that predict successful treatment outcomes are explored. An emphasis is placed on frontolimbic brain structures, a convergent neurobiological target for both emergent mental health issues and emergent substance use. The literature reviewed herein suggests that reduced volume and cortical thickness in frontolimbic regions, as well as reduced functional activation (particularly during task involving reward or emotional stimuli) in these regions, may serve as a neurobiological predictors of emergent psychopathology in adolescence. This knowledge is crucial, as it may be used to develop neurobiologically targeted prevention and intervention strategies for youth who are at-risk for developing these psychopathologies.
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Affiliation(s)
- Scott A Jones
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, Oregon
| | - Angelica M Morales
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, Oregon
| | - Jessye B Lavine
- Department of Psychiatry, Oregon Health & Science University, Portland, Oregon
| | - Bonnie J Nagel
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, Oregon.,Department of Psychiatry, Oregon Health & Science University, Portland, Oregon
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37
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Convergence of BOLD and ERP measures of neural reactivity to emotional faces in children and adolescents with and without anxiety disorders. Biol Psychol 2018; 134:9-19. [PMID: 29462655 DOI: 10.1016/j.biopsycho.2018.02.006] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Revised: 12/22/2017] [Accepted: 02/11/2018] [Indexed: 12/28/2022]
Abstract
The neural bases of emotion are commonly measured using blood-oxygen-level-dependent (BOLD) signal and the late positive potential (LPP) event-related potential (ERP) component, but rarely together in the same individuals. Despite evidence of developmental changes in processing socio-emotional signals (e.g., faces) as reflected by both BOLD and LPP indices of brain maturation, the literature on the correspondence between these measures is limited to healthy adults, leaving questions regarding such correspondence across development and in clinical populations unaddressed. We examined the relationship between BOLD and LPP during an emotional face processing task in a large sample of youth (N = 70; age 7-19 years) with and without anxiety disorders, and tested whether BOLD signal in regions corresponding to LPP may account for age-related decreases in LPP. Greater activation in bilateral inferior frontal gyrus (IFG)/orbitofrontal gyrus (OFG), left supplementary motor area, right superior parietal lobule, and bilateral amygdala correlated with enhanced LPP to emotional faces in both anxious and healthy youth. Older youth exhibited reduced activation in bilateral IFG/OFG and bilateral amygdala, as well as reduced LPP. Decreased right IFG/OFG activation mediated the association between age and LPP. These findings support correspondence between these measures and need for multi-method approaches and indicate that age-related decreases in LPP may be driven, in part, by decreased IFG/OFG activation.
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38
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Klimes-Dougan B, Westlund Schreiner M, Thai M, Gunlicks-Stoessel M, Reigstad K, Cullen KR. Neural and neuroendocrine predictors of pharmacological treatment response in adolescents with depression: A preliminary study. Prog Neuropsychopharmacol Biol Psychiatry 2018; 81:194-202. [PMID: 29100972 DOI: 10.1016/j.pnpbp.2017.10.015] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Revised: 10/09/2017] [Accepted: 10/24/2017] [Indexed: 01/26/2023]
Abstract
OBJECTIVE Typically, about 30 to 50% of adolescents with depression fail to respond to evidence-based treatments, including antidepressant medications such as selective serotonin reuptake inhibitors (SSRIs). Efforts for identifying predictors and moderators of treatment response are needed to begin to address critical questions relevant to personalized care in adolescent depression. In this pilot study, we aim to identify biological predictors of response to antidepressant treatment. METHOD We used a multiple levels of analysis approach to evaluate threat system functioning (fronto-limbic system and the associated hormonal cascade) to determine if key biological indexes at baseline could predict improvement in depressive symptoms after eight weeks of antidepressant treatment in adolescents with depression. RESULTS Neural predictors of favorable treatment response included lower amygdala connectivity with left supplementary motor area and with right precentral gyrus, and greater amygdala connectivity with right central opercular cortex and Heschl's gyrus connectivity during rest. During an emotion task, neural predictors of treatment response were greater activation of the bilateral anterior cingulate cortex and left medial frontal gyrus. Additionally, different patterns of salivary cortisol obtained in the context of a modified Trier Social Stress Test were associated with those whose depressive symptoms remitted as compared to those whose symptoms persisted. CONCLUSIONS This approach shows significant promise for identifying predictors of treatment response in adolescents with depression. Future work is needed that incorporates sufficiently powered, randomized control trials to provide the basis by which both predictors and moderators of treatment response are identified. The hope is that this work will inform the development of methods that can guide clinician decision-making in assigning beneficial treatments for adolescents who are suffering from depression.
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Affiliation(s)
- Bonnie Klimes-Dougan
- Department of Psychology, University of Minnesota, Minneapolis, MN, United States.
| | - Melinda Westlund Schreiner
- Department of Psychology, University of Minnesota, Minneapolis, MN, United States; Department of Psychiatry, University of Minnesota, Minneapolis, MN, United States
| | - Michelle Thai
- Department of Psychology, University of Minnesota, Minneapolis, MN, United States
| | | | - Kristina Reigstad
- Department of Psychiatry, University of Minnesota, Minneapolis, MN, United States
| | - Kathryn R Cullen
- Department of Psychiatry, University of Minnesota, Minneapolis, MN, United States
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39
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Cortical Thickness and Subcortical Gray Matter Volume in Pediatric Anxiety Disorders. Neuropsychopharmacology 2017; 42:2423-2433. [PMID: 28436445 PMCID: PMC5645752 DOI: 10.1038/npp.2017.83] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Revised: 04/11/2017] [Accepted: 04/17/2017] [Indexed: 12/15/2022]
Abstract
Perturbations in the prefrontal cortex (PFC), hippocampus, and amygdala are implicated in the development of anxiety disorders. However, most structural neuroimaging studies of patients with anxiety disorders utilize adult samples, and the few studies in youths examine small samples, primarily with volume-based measures. This study tested the hypothesis that cortical thickness of PFC regions and gray matter volume of the hippocampus and amygdala differ between pediatric anxiety disorder patients and healthy volunteers (HVs). High-resolution 3-Tesla T1-weighted MRI scans were acquired in 151 youths (75 anxious, 76 HV; ages 8-18). Analyses tested associations of brain structure with anxiety diagnosis and severity across both groups, as well as response to cognitive-behavioral therapy in a subset of 53 patients. Cortical thickness was evaluated both within an a priori PFC mask (small-volume corrected) and using an exploratory whole-brain-corrected (p<0.05) approach. Anxious relative to healthy youths exhibited thicker cortex in the left ventromedial PFC (vmPFC) and left precentral gyrus. Both anxiety diagnosis and symptom severity were associated with smaller right hippocampal volume. In patients, thinner cortex in parietal and occipital cortical regions was associated with worse treatment response. Pediatric anxiety was associated with structural differences in vmPFC and hippocampus, regions implicated in emotional processing and in developmental models of anxiety pathophysiology. Parietal and occipital cortical thickness were related to anxiety treatment response but not baseline anxiety.
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40
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Bunford N, Kujawa A, Fitzgerald KD, Swain JE, Hanna GL, Koschmann E, Simpson D, Connolly S, Monk CS, Phan KL. Neural Reactivity to Angry Faces Predicts Treatment Response in Pediatric Anxiety. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2017; 45:385-395. [PMID: 27255517 PMCID: PMC5800984 DOI: 10.1007/s10802-016-0168-2] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Although cognitive-behavioral psychotherapy (CBT) and pharmacotherapy are evidence-based treatments for pediatric anxiety, many youth with anxiety disorders fail to respond to these treatments. Given limitations of clinical measures in predicting treatment response, identifying neural predictors is timely. In this study, 35 anxious youth (ages 7-19 years) completed an emotional face-matching task during which the late positive potential (LPP), an event-related potential (ERP) component that indexes sustained attention towards emotional stimuli, was measured. Following the ERP measurement, youth received CBT or selective serotonin reuptake inhibitor (SSRI) treatment, and the LPP was examined as a predictor of treatment response. Findings indicated that, accounting for pre-treatment anxiety severity, neural reactivity to emotional faces predicted anxiety severity post- CBT and SSRI treatment such that enhanced electrocortical response to angry faces was associated with better treatment response. An enhanced LPP to angry faces may predict treatment response insofar as it may reflect greater emotion dysregulation or less avoidance and/or enhanced engagement with environmental stimuli in general, including with treatment.
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Affiliation(s)
- Nora Bunford
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, 60608, USA. .,Department of Psychology, Ohio University, Athens, OH, 45701, USA. .,Department of Psychiatry, University of Illinois at Chicago, 1747 W. Roosevelt Rd., Rm. 277, Chicago, IL, 60612, USA.
| | - Autumn Kujawa
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, 60608, USA
| | - Kate D Fitzgerald
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, 48109, USA
| | - James E Swain
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, 48109, USA.,Department of Psychology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Gregory L Hanna
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, 48109, USA
| | | | - David Simpson
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, 60608, USA
| | - Sucheta Connolly
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, 60608, USA
| | - Christopher S Monk
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, 48109, USA.,Department of Psychology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - K Luan Phan
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, 60608, USA.,Department of Psychology, University of Michigan, Ann Arbor, MI, 48109, USA.,Departments of Psychology and Anatomy & Cell Biology, and Graduate Program in Neuroscience, University of Illinois at Chicago, Chicago, IL, 6012, USA
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41
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White LK, Sequeira S, Britton JC, Brotman MA, Gold AL, Berman E, Towbin K, Abend R, Fox NA, Bar-Haim Y, Leibenluft E, Pine DS. Complementary Features of Attention Bias Modification Therapy and Cognitive-Behavioral Therapy in Pediatric Anxiety Disorders. Am J Psychiatry 2017; 174:775-784. [PMID: 28407726 PMCID: PMC6343478 DOI: 10.1176/appi.ajp.2017.16070847] [Citation(s) in RCA: 71] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE In the treatment of anxiety disorders, attention bias modification therapy (ABMT) and cognitive-behavioral therapy (CBT) may have complementary effects by targeting different aspects of perturbed threat responses and behaviors. ABMT may target rapid, implicit threat reactions, whereas CBT may target slowly deployed threat responses. The authors used amygdala-based connectivity during a threat-attention task and a randomized controlled trial design to evaluate potential complementary features of these treatments in pediatric anxiety disorders. METHOD Prior to treatment, youths (8-17 years old) with anxiety disorders (N=54), as well as healthy comparison youths (N=51), performed a threat-attention task during functional MRI acquisition. Task-related amygdala-based functional connectivity was assessed. Patients with and without imaging data (N=85) were then randomly assigned to receive CBT paired with either active or placebo ABMT. Clinical response was evaluated, and pretreatment amygdala-based connectivity profiles were compared among patients with varying levels of clinical response. RESULTS Compared with the CBT plus placebo ABMT group, the CBT plus active ABMT group exhibited less severe anxiety after treatment. The patient and healthy comparison groups differed in amygdala-insula connectivity during the threat-attention task. Patients whose connectivity profiles were most different from those of the healthy comparison group exhibited the poorest response to treatment, particularly those who received CBT plus placebo ABMT. CONCLUSIONS The study provides evidence of enhanced clinical effects for patients receiving active ABMT. Moreover, ABMT appears to be most effective for patients with abnormal amygdala-insula connectivity. ABMT may target specific threat processes associated with dysfunctional amygdala-insula connectivity that are not targeted by CBT alone. This may explain the observation of enhanced clinical response to CBT plus active ABMT.
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Affiliation(s)
- Lauren K. White
- From NIMH, Bethesda, Md.; Children’s Hospital of Philadelphia, Philadelphia; the Department of Psychology, University of Miami, Coral Gables, Fla.; the Child Development Laboratory, University of Maryland, College Park; and the Department of Psychology, Tel Aviv University, Tel Aviv
| | - Stefanie Sequeira
- From NIMH, Bethesda, Md.; Children’s Hospital of Philadelphia, Philadelphia; the Department of Psychology, University of Miami, Coral Gables, Fla.; the Child Development Laboratory, University of Maryland, College Park; and the Department of Psychology, Tel Aviv University, Tel Aviv
| | - Jennifer C. Britton
- From NIMH, Bethesda, Md.; Children’s Hospital of Philadelphia, Philadelphia; the Department of Psychology, University of Miami, Coral Gables, Fla.; the Child Development Laboratory, University of Maryland, College Park; and the Department of Psychology, Tel Aviv University, Tel Aviv
| | - Melissa A. Brotman
- From NIMH, Bethesda, Md.; Children’s Hospital of Philadelphia, Philadelphia; the Department of Psychology, University of Miami, Coral Gables, Fla.; the Child Development Laboratory, University of Maryland, College Park; and the Department of Psychology, Tel Aviv University, Tel Aviv
| | - Andrea L. Gold
- From NIMH, Bethesda, Md.; Children’s Hospital of Philadelphia, Philadelphia; the Department of Psychology, University of Miami, Coral Gables, Fla.; the Child Development Laboratory, University of Maryland, College Park; and the Department of Psychology, Tel Aviv University, Tel Aviv
| | - Erin Berman
- From NIMH, Bethesda, Md.; Children’s Hospital of Philadelphia, Philadelphia; the Department of Psychology, University of Miami, Coral Gables, Fla.; the Child Development Laboratory, University of Maryland, College Park; and the Department of Psychology, Tel Aviv University, Tel Aviv
| | - Kenneth Towbin
- From NIMH, Bethesda, Md.; Children’s Hospital of Philadelphia, Philadelphia; the Department of Psychology, University of Miami, Coral Gables, Fla.; the Child Development Laboratory, University of Maryland, College Park; and the Department of Psychology, Tel Aviv University, Tel Aviv
| | - Rany Abend
- From NIMH, Bethesda, Md.; Children’s Hospital of Philadelphia, Philadelphia; the Department of Psychology, University of Miami, Coral Gables, Fla.; the Child Development Laboratory, University of Maryland, College Park; and the Department of Psychology, Tel Aviv University, Tel Aviv
| | - Nathan A. Fox
- From NIMH, Bethesda, Md.; Children’s Hospital of Philadelphia, Philadelphia; the Department of Psychology, University of Miami, Coral Gables, Fla.; the Child Development Laboratory, University of Maryland, College Park; and the Department of Psychology, Tel Aviv University, Tel Aviv
| | - Yair Bar-Haim
- From NIMH, Bethesda, Md.; Children’s Hospital of Philadelphia, Philadelphia; the Department of Psychology, University of Miami, Coral Gables, Fla.; the Child Development Laboratory, University of Maryland, College Park; and the Department of Psychology, Tel Aviv University, Tel Aviv
| | - Ellen Leibenluft
- From NIMH, Bethesda, Md.; Children’s Hospital of Philadelphia, Philadelphia; the Department of Psychology, University of Miami, Coral Gables, Fla.; the Child Development Laboratory, University of Maryland, College Park; and the Department of Psychology, Tel Aviv University, Tel Aviv
| | - Daniel S. Pine
- From NIMH, Bethesda, Md.; Children’s Hospital of Philadelphia, Philadelphia; the Department of Psychology, University of Miami, Coral Gables, Fla.; the Child Development Laboratory, University of Maryland, College Park; and the Department of Psychology, Tel Aviv University, Tel Aviv
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42
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Strawn JR, Dobson ET, Mills JA, Cornwall GJ, Sakolsky D, Birmaher B, Compton SN, Piacentini J, McCracken JT, Ginsburg GS, Kendall PC, Walkup JT, Albano AM, Rynn MA. Placebo Response in Pediatric Anxiety Disorders: Results from the Child/Adolescent Anxiety Multimodal Study. J Child Adolesc Psychopharmacol 2017; 27:501-508. [PMID: 28384010 PMCID: PMC5568015 DOI: 10.1089/cap.2016.0198] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
OBJECTIVES The aim of this study is to identify predictors of pill placebo response and to characterize the temporal course of pill placebo response in anxious youth. METHODS Data from placebo-treated patients (N = 76) in the Child/Adolescent Anxiety Multimodal Study (CAMS), a multisite, randomized controlled trial that examined the efficacy of cognitive-behavioral therapy, sertraline, their combination, and placebo for the treatment of separation, generalized, and social anxiety disorders, were evaluated. Multiple linear regression models identified features associated with placebo response and models were confirmed with leave-one-out cross-validation. The likelihood of improvement in patients receiving pill placebo-over time-relative to improvement associated with active treatment was determined using probabilistic Bayesian analyses. RESULTS Based on a categorical definition of response (Clinical Global Impressions-Improvement Scale score ≤2), nonresponders (n = 48), and pill placebo responders (n = 18) did not differ in age (p = 0.217), sex (p = 0.980), race (p = 0.743), or primary diagnosis (all ps > 0.659). In terms of change in anxiety symptoms, separation anxiety disorder and treatment expectation were associated with the degree of pill placebo response. Greater probability of placebo-related anxiety symptom improvement was observed early in the course of treatment (baseline to week 4, p < 0.0001). No significant change in the probability of placebo-related improvement was observed after week 4 (weeks 4-8, p = 0.07; weeks 8-12, p = 0.85), whereas the probability of improvement, in general, significantly increased week over week with active treatment. CONCLUSIONS Pill placebo-related improvement occurs early in the course of treatment and both clinical factors and expectation predict this improvement. Additionally, probabilistic approaches may refine our understanding and prediction of pill placebo response.
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Affiliation(s)
- Jeffrey R. Strawn
- Department of Psychiatry and Behavioral Neuroscience, College of Medicine, University of Cincinnati, Cincinnati, Ohio.,Division of Child and Adolescent Psychiatry, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Eric T. Dobson
- Department of Psychiatry and Behavioral Neuroscience, College of Medicine, University of Cincinnati, Cincinnati, Ohio
| | - Jeffrey A. Mills
- Carl H. Lindner College of Business, University of Cincinnati, Cincinnati, Ohio
| | - Gary J. Cornwall
- Carl H. Lindner College of Business, University of Cincinnati, Cincinnati, Ohio
| | - Dara Sakolsky
- Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Boris Birmaher
- Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | | | - John Piacentini
- Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (UCLA), Los Angeles, California
| | - James T. McCracken
- Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles (UCLA), Los Angeles, California
| | | | | | - John T. Walkup
- Weill Cornell Medical College and New York Presbyterian Hospital, New York, New York
| | - Anne Marie Albano
- Columbia University Medical Center (CUMC)/New York State Psychiatric Institute, New York, New York
| | - Moira A. Rynn
- Columbia University Medical Center (CUMC)/New York State Psychiatric Institute, New York, New York
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43
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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: 3.0] [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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44
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Stange JP, MacNamara A, Barnas O, Kennedy AE, Hajcak G, Phan KL, Klumpp H. Neural markers of attention to aversive pictures predict response to cognitive behavioral therapy in anxiety and depression. Biol Psychol 2016; 123:269-277. [PMID: 27784617 DOI: 10.1016/j.biopsycho.2016.10.009] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2016] [Revised: 10/20/2016] [Accepted: 10/20/2016] [Indexed: 12/26/2022]
Abstract
Excessive attention toward aversive information may be a core mechanism underlying emotional disorders, but little is known about whether this is predictive of response to treatments. We evaluated whether enhanced attention toward aversive stimuli, as indexed by an event-related potential component, the late positive potential (LPP), would predict response to cognitive behavioral therapy (CBT) in patients with social anxiety disorder and/or major depressive disorder. Thirty-two patients receiving 12 weeks of CBT responded to briefly-presented pairs of aversive and neutral pictures that served as targets or distracters while electroencephaolography was recorded. Patients with larger pre-treatment LPPs to aversive relative to neutral distracters (when targets were aversive) were more likely to respond to CBT, and demonstrated larger reductions in symptoms of depression and anxiety following treatment. Increased attention toward irrelevant aversive stimuli may signal attenuated top-down control, so treatments like CBT that improve this control could be beneficial for these individuals.
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Affiliation(s)
- Jonathan P Stange
- Department of Psychiatry, University of Illinois at Chicago, 1747 W. Roosevelt Rd., Chicago, IL 60608, USA.
| | - Annmarie MacNamara
- Department of Psychology, Texas A&M University, 4235 TAMU, College Station, TX 77840, USA
| | - Olga Barnas
- Department of Psychiatry, University of Illinois at Chicago, 1747 W. Roosevelt Rd., Chicago, IL 60608, USA
| | - Amy E Kennedy
- Department of Psychiatry, University of Illinois at Chicago, 1747 W. Roosevelt Rd., Chicago, IL 60608, USA; Mental Health Service Line, Jesse Brown VA Medical Center, 820 S. Damen Ave., Chicago, IL 60612, USA
| | - Greg Hajcak
- Department of Psychology, Stony Brook University, Psychology B Building, Stony Brook, NY 11794, USA
| | - K Luan Phan
- Department of Psychiatry, University of Illinois at Chicago, 1747 W. Roosevelt Rd., Chicago, IL 60608, USA; Mental Health Service Line, Jesse Brown VA Medical Center, 820 S. Damen Ave., Chicago, IL 60612, USA; Department of Psychology, University of Illinois at Chicago, 1007 W. Harrison St., Chicago, IL 60607, USA; Department of Anatomy and Cell Biology, and the Graduate Program in Neuroscience, University of Illinois at Chicago, 808 S. Wood St., Chicago, IL 60612, USA
| | - Heide Klumpp
- Department of Psychiatry, University of Illinois at Chicago, 1747 W. Roosevelt Rd., Chicago, IL 60608, USA; Department of Psychology, University of Illinois at Chicago, 1007 W. Harrison St., Chicago, IL 60607, USA.
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