An Approach-Avoidance, Computational Framework for Predicting Behavioral Therapy Outcome in Anxiety and Depression

Information

  • Research Project
  • 10199995
  • ApplicationId
    10199995
  • Core Project Number
    R01MH123691
  • Full Project Number
    5R01MH123691-02
  • Serial Number
    123691
  • FOA Number
    PA-19-055
  • Sub Project Id
  • Project Start Date
    7/1/2020 - 4 years ago
  • Project End Date
    6/30/2025 - 11 months from now
  • Program Officer Name
    TALKOVSKY, ALEXANDER M
  • Budget Start Date
    7/1/2021 - 3 years ago
  • Budget End Date
    6/30/2022 - 2 years ago
  • Fiscal Year
    2021
  • Support Year
    02
  • Suffix
  • Award Notice Date
    6/7/2021 - 3 years ago

An Approach-Avoidance, Computational Framework for Predicting Behavioral Therapy Outcome in Anxiety and Depression

PROJECT SUMMARY Depression and anxiety disorders are highly comorbid and rank in the top ten causes of years lived with disability. Current gold-standard treatments are effective but do not work as well as we would like, with less than 50% experiencing long-lasting improvements. Two gold-standard behavioral interventions for depression and anxiety include behavioral activation, focused on enhancing approach behavior towards meaningful and reinforcing activities, and exposure-based therapy, focused on decreasing avoidance and challenging negative expectations through exposure to anxiety-provoking cues or situations. While these interventions have divergent approach versus avoidance treatment targets, there is currently little knowledge to guide clinical decision-making, i.e., to inform which strategies should be provided in the frequent case of comorbid anxiety and depression symptoms. Approach-avoidance decision-making paradigms focus on assessing neural and behavioral responses when faced with potential rewards and threats, tapping into processes though to be important for both anxiety and depression as well as behavioral activation and exposure-based therapy. For this study, we will recruit individuals reporting both anxiety and depression symptoms and randomize them to one of three different psychotherapeutic interventions delivered in a group setting, including (1) behavioral activation, (2) exposure-based therapy, and a non-specific therapy approach (3) supportive therapy. Participants will complete clinical, self-report, behavioral, and functional magnetic resonance imaging (fMRI) assessments before and after therapy. Clinical symptoms will also be assessed three and six months following therapy completion. We will use a computational approach to model the different factors that may influence one?s behavior during approach-avoidance decision-making, including drives to avoid threat versus approach reward and confidence versus uncertainty in one?s decisions. This project will accomplish the following aims (1) Determine how changes in brain and behavior responses during approach-avoidance conflict relate to changes in mental health symptoms with the different therapy approaches, (2) Determine the degree to which baseline brain and behavior responses during approach-avoidance conflict predict response to the different therapy approaches, above and beyond the influence of demographics and baseline symptom severity. Results will have enhance our understanding of how different psychotherapy approaches (behavioral activation, exposure-based therapy) may impact brain responses and decisions when faces with potential reward versus threat and approach versus avoidance drives. In addition, results will have important implications concerning the potential for a more personalized approach to psychotherapy, enhancing knowledge of which types of therapy strategies may be most beneficial for which individuals.

IC Name
NATIONAL INSTITUTE OF MENTAL HEALTH
  • Activity
    R01
  • Administering IC
    MH
  • Application Type
    5
  • Direct Cost Amount
    324625
  • Indirect Cost Amount
    219872
  • Total Cost
    544497
  • Sub Project Total Cost
  • ARRA Funded
    False
  • CFDA Code
    242
  • Ed Inst. Type
  • Funding ICs
    NIMH:544497\
  • Funding Mechanism
    Non-SBIR/STTR RPGs
  • Study Section
    APDA
  • Study Section Name
    Adult Psychopathology and Disorders of Aging Study Section
  • Organization Name
    LAUREATE INSTITUTE FOR BRAIN RESEARCH
  • Organization Department
  • Organization DUNS
    967230579
  • Organization City
    TULSA
  • Organization State
    OK
  • Organization Country
    UNITED STATES
  • Organization Zip Code
    741363326
  • Organization District
    UNITED STATES