Skip to main content

Main menu

  • Home
  • Issues
    • Issue in progress
    • Issues by date
  • Sections
    • Editorial
    • Review
    • Research
    • Commentary
    • Psychopharmacology for the Clinician
    • Letters to the Editor
  • Topic Collections
  • Instructions for Authors
    • Overview for authors
    • Submission checklist
    • Editorial policies
    • Publication fees
    • Submit a manuscript
    • Dr. Francis Wayne Quan Memorial Prize
    • Open access
  • Alerts
    • Email alerts
    • RSS
  • About
    • General information
    • Staff
    • Editorial Board
    • Contact
  • CMAJ JOURNALS
    • CMAJ
    • CMAJ Open
    • CJS
    • JAMC

User menu

Search

  • Advanced search
JPN
  • CMAJ JOURNALS
    • CMAJ
    • CMAJ Open
    • CJS
    • JAMC
JPN

Advanced Search

  • Home
  • Issues
    • Issue in progress
    • Issues by date
  • Sections
    • Editorial
    • Review
    • Research
    • Commentary
    • Psychopharmacology for the Clinician
    • Letters to the Editor
  • Topic Collections
  • Instructions for Authors
    • Overview for authors
    • Submission checklist
    • Editorial policies
    • Publication fees
    • Submit a manuscript
    • Dr. Francis Wayne Quan Memorial Prize
    • Open access
  • Alerts
    • Email alerts
    • RSS
  • About
    • General information
    • Staff
    • Editorial Board
    • Contact
  • Subscribe to our alerts
  • RSS feeds
  • Follow JPN on Twitter
Research Paper
Open Access

Striatal reactivity during emotion and reward relates to approach–avoidance conflict behaviour and is altered in adults with anxiety or depression

Timothy J. McDermott, Hannah Berg, James Touthang, Elisabeth Akeman, Mallory J. Cannon, Jessica Santiago, Kelly T. Cosgrove, Ashley N. Clausen, Namik Kirlic, Ryan Smith, Michelle G. Craske, James L. Abelson, Martin P. Paulus and Robin L. Aupperle
J Psychiatry Neurosci September 01, 2022 47 (5) E311-E322; DOI: https://doi.org/10.1503/jpn.220083
Timothy J. McDermott
From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota–Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Hannah Berg
From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota–Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
James Touthang
From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota–Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Elisabeth Akeman
From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota–Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Mallory J. Cannon
From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota–Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jessica Santiago
From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota–Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Kelly T. Cosgrove
From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota–Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Ashley N. Clausen
From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota–Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Namik Kirlic
From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota–Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Ryan Smith
From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota–Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Michelle G. Craske
From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota–Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
James L. Abelson
From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota–Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Martin P. Paulus
From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota–Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Robin L. Aupperle
From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota–Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Figures & Tables
  • Related Content
  • Responses
  • Metrics
  • PDF
Loading

Article Figures & Tables

Figures

  • Tables
  • Figure 1
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 1

    Approach–avoidance conflict task. The 3 phases of the approach–avoidance conflict task are displayed in order from left to right. Left: During the decision-making phase, participants had 4 seconds to move the avatar (by moving a joystick) to a position that accurately reflected their preference of 2 potential outcomes. The position to which they moved the avatar determined the relative probability that each of the outcomes would occur (e.g., 90%:10% or 50%:50%). For approach–reward (APP) trials, participants were presented with a choice of 2 positive outcomes; 1 of the outcomes was paired with a 2-cent reward, as indicated by the filling of the red bar. For avoid–threat (AV) trials, participants were presented with a choice of a positive or negative outcome, and neither was paired with a reward. For conflict (CONF) trials, participants were presented with a choice of a positive outcome not paired with a reward and a negative outcome paired with a reward. The reward level was indicated by the level of filling of the red bar (2, 4 or 6 cents). Middle: During the affective outcome phase, participants were presented with a positive or negative affective stimulus picture and sound pairing. The pictures and sounds were drawn from the IAPS,45 IADS46 and other public-domain audio files. (The pictures displayed in this figure are from the public domain and not from IAPS to maintain stimulus novelty). Right: During the reward feedback phase, participants were presented with text indicating their level of reward for the trial (i.e., 0, 2, 4 or 6 cents), their total accumulated award and a trumpet sound when they received a reward (indicated by an asterisk). IADS = International Affective Digitized Sounds; IAPS = International Affective Picture System.

  • Figure 2
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 2

    Brainnetome composite regions of interest. We used 6 composite regions of interest for primary analyses, constructed using the Brainnetome atlas.49 We overlaid these regions of interest on the MNI152_T1_2009c T1-weighted anatomic template brain (https://afni.nimh.nih.gov/MNI_Atlas) in neurologic orientation (i.e., left is left). dACC = dorsal anterior cingulate cortex; dlPFC = dorsolateral prefrontal cortex.

  • Figure 3
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 3

    Decision-making group effect for the bilateral amygdala region of interest. Bar graphs depict percent signal change estimated marginal means (error bars depict ± 1 standard error) for a significant group effect for the bilateral amygdala in the decisionmaking phase (p = 0.023; d = −0.32); *p < 0.05. Compared to healthy participants, participants with anxiety or depression showed blunted activation of the amygdala during decision-making, regardless of the presence of conflict. We observed no significant group × trial type interaction. This amygdala blunting effect in participants with anxiety or depression was consistent across each decision-making trial type. APP = approach–reward trial; AV = avoid–threat trial; CONF2 = conflict trial with a 2-cent reward; CONF4 = conflict trial with a 4-cent reward; CONF6 = conflict trial with a 6-cent reward.

  • Figure 4
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 4

    Affective outcomes and reward feedback group effects for the striatum region of interest. Bar graphs depict percent signal change estimated marginal means (error bars depict ± 1 standard error) for significant group effects for the striatum during affective outcomes and reward feedback; *p < 0.05, **p < 0.01. Compared to healthy participants, participants with anxiety or depression showed increased activation of the striatum during affective outcomes, regardless of valence (p = 0.008, d = 0.31), and decreased activation of the striatum during reward feedback, regardless of reward presence (p = 0.046, d = −0.27).

  • Figure 5
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 5

    Group differences for negative associations between activation and approach behaviour. Scatterplots depict the linear relationships between approach behaviour during conflict decision-making trials (i.e., CONF2, CONF4 and CONF6) and percent signal change in the dACC or striatum; the line of best fit for each group is plotted with ± 1 standard error. Approach behaviour during conflict decision-making trials was inversely associated with neural activation in the dACC and striatum during affective outcomes. The magnitude of the association was significantly stronger for healthy participants than for participants with anxiety or depression in the dACC (p = 0.018) and the striatum (p = 0.049). CONF2 = conflict trial with a 2-cent reward; CONF4 = conflict trial with a 4-cent reward; CONF6 = conflict trial with a 6-cent reward; dACC = dorsal anterior cingulate cortex.

Tables

  • Figures
    • View popup
    Table 1

    Demographic and clinical characteristics, full sample (n = 176)

    CharacteristicAdults with anxiety or depression*
    n = 118
    Healthy participants*
    n = 58
    p value†
    Age, yr34.08 ± 10.7924.21 ± 8.59< 0.001
    Female77.97%62.07%0.031
    Race or ethnicity other than white35.59%37.93%0.87
    Education, yr14.92 ± 2.2413.60 ± 2.20< 0.001
    Anxiety only‡27.12%0.00%—
    Depression only22.03%0.00%—
    Comorbid anxiety and depression50.85%0.00%—
    PROMIS score
     Anxiety63.54 ± 5.9446.76 ± 6.74< 0.001
     Depression59.34 ± 6.8343.89 ± 6.23< 0.001
    Psychotropic medications§
     None69.50%0.00%—
     125.42%0.00%—
     2–35.08%0.00%—
    Substance use (past 30 days)
     Cannabis15.25%11.54%0.48
     Alcohol60.17%62.07%0.87
     Tobacco9.26%5.17%0.55
    • PROMIS = Patient-Reported Outcomes Measurement Information System.

    • ↵* Values are mean ± standard deviation or %.

    • ↵† We used independent-samples t tests for comparisons of continuous variables between groups, and Fisher’s exact tests for frequency comparisons of categorical variables between groups.

    • ↵‡ Anxiety disorder and related diagnoses included generalized anxiety disorder (n = 89), social anxiety disorder (n = 30), panic disorder (n = 10), posttraumatic stress disorder (n = 6) and obsessive–compulsive disorder (n = 1).

    • ↵§ Psychotropic medications included escitalopram (n = 10), bupropion (n = 9), sertraline (n = 8), citalopram (n = 3), fluoxetine (n = 2), paroxetine (n = 2), desvenlafaxine (n = 1), mirtazapine (n = 1), trazodone (n = 1) and lamotrigine (n = 1).

    • View popup
    Table 2

    Demographic and clinical characteristics, anxiety and depression subgroups (n = 118)

    CharacteristicAnxiety only*
    n = 32
    Depression only*
    n = 25
    Comorbid anxiety and depression*
    n = 61
    p valueSignificant pair-wise differences (p value)
    Age, yr34.72 ± 11.3234.36 ± 11.1833.62 ± 10.500.89—
    Female90.63%52.00%85.61%—Depression < anxiety = anxiety and depression (p < 0.001)
    Race or ethnicity other than white28.13%32.00%40.98%—Depression = anxiety = anxiety and depression (p > 0.22)
    Education, yr15.69 ± 2.2414.00 ± 1.7614.89 ± 2.300.017Depression < anxiety (p = 0.003)
    PROMIS score
     Anxiety63.37 ± 4.9557.16 ± 7.4865.87 ± 3.89< 0.001Depression < anxiety = anxiety and depression (p < 0.001)
     Depression54.04 ± 5.8161.32 ± 7.1361.45 ± 5.68< 0.001Anxiety < depression = anxiety and depression (p < 0.001)
    • PROMIS = Patient-Reported Outcomes Measurement Information System.

    • * Values are mean ± standard deviation or %.

PreviousNext
Back to top

In this issue

Journal of Psychiatry and Neuroscience: 47 (5)
J Psychiatry Neurosci
Vol. 47, Issue 5
25 Oct 2022
  • Table of Contents
  • Index by author

Article tools

Respond to this article
Print
Download PDF
Article Alerts
To sign up for email alerts or to access your current email alerts, enter your email address below:
Email Article

Thank you for your interest in spreading the word on JPN.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
Striatal reactivity during emotion and reward relates to approach–avoidance conflict behaviour and is altered in adults with anxiety or depression
(Your Name) has sent you a message from JPN
(Your Name) thought you would like to see the JPN web site.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Citation Tools
Striatal reactivity during emotion and reward relates to approach–avoidance conflict behaviour and is altered in adults with anxiety or depression
Timothy J. McDermott, Hannah Berg, James Touthang, Elisabeth Akeman, Mallory J. Cannon, Jessica Santiago, Kelly T. Cosgrove, Ashley N. Clausen, Namik Kirlic, Ryan Smith, Michelle G. Craske, James L. Abelson, Martin P. Paulus, Robin L. Aupperle
J Psychiatry Neurosci Sep 2022, 47 (5) E311-E322; DOI: 10.1503/jpn.220083

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
‍ Request Permissions
Share
Striatal reactivity during emotion and reward relates to approach–avoidance conflict behaviour and is altered in adults with anxiety or depression
Timothy J. McDermott, Hannah Berg, James Touthang, Elisabeth Akeman, Mallory J. Cannon, Jessica Santiago, Kelly T. Cosgrove, Ashley N. Clausen, Namik Kirlic, Ryan Smith, Michelle G. Craske, James L. Abelson, Martin P. Paulus, Robin L. Aupperle
J Psychiatry Neurosci Sep 2022, 47 (5) E311-E322; DOI: 10.1503/jpn.220083
Digg logo Reddit logo Twitter logo Facebook logo Google logo Mendeley logo
  • Tweet Widget
  • Facebook Like

Related Articles

  • Google Scholar

Cited By...

  • No citing articles found.
  • Google Scholar

Similar Articles

Content

  • Current issue
  • Past issues
  • Collections
  • Alerts
  • RSS

Authors & Reviewers

  • Overview for Authors
  • Submit a manuscript
  • Manuscript Submission Checklist

About

  • General Information
  • Staff
  • Editorial Board
  • Contact Us
  • Advertising
  • Reprints
  • Copyright and Permissions
  • Accessibility
  • CMA Civility Standards
CMAJ Group

Copyright 2023, CMA Impact Inc. or its licensors. All rights reserved. ISSN 1180-4882.

All editorial matter in JPN represents the opinions of the authors and not necessarily those of the Canadian Medical Association or its subsidiaries.
To receive any of these resources in an accessible format, please contact us at CMAJ Group, 500-1410 Blair Towers Place, Ottawa ON, K1J 9B9; p: 1-888-855-2555; e: [email protected].
View CMA's Accessibility policy.

Powered by HighWire