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TerminatedNCT04188288Updated Sep 25, 2024Results posted

Neurofeedback in Individuals With Substance Use Disorders

An interventional study of Experimental feedback and Control feedback in Opioid-Related Disorders, sponsored by Yale University. Terminated at 1 site in United States. Open to participants aged 18 Years to 50 Years. Per ClinicalTrials.gov, last updated 2024-09-25.

Sponsored by Yale University · Not applicable, Interventional, and Treatment

Why this study was terminated
Due to low enrollment from the COVID interruption.
Phase
Not applicable
Study type
Interventional
Enrollment
12
Allocation
Randomized
Ages
18 Years to 50 Years
Sex
All
01

Study summary

The aim of this study is to train individuals with opioid use disorder to control their brain activity in a way that has been associated with their symptoms. Participants in the experimental group will be given direct feedback regarding their brain activity while they are undergoing functional magnetic resonance imaging (fMRI) scanning, and will try to learn to control their brain activity during these feedback sessions. A separate group of participants will be given a control form of feedback that we do not believe can have clinical benefits. Our primary hypothesis is that the neurofeedback training will reduce opioid use and clinical features of opioid use disorder more than the control feedback.

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Conditions studied

  • Opioid-Related Disorders
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In context

Opioid-Related Disorders

1,439 studies on the registry are indexed under Opioid-Related Disorders; 291 are open to participants now.

This study's enrollment of 12 is below the median of 62 across 1,145 interventional studies indexed under Opioid-Related Disorders.

Browse Opioid-Related Disorders studies →

Lead sponsor

Yale University is the lead sponsor of 1,763 studies on the registry; 292 are open to participants now.

Of its 217 completed or terminated interventional studies of FDA-regulated products, 128 (59%) have results posted.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
18 Years to 50 Years
Sexes eligible
All
Accepts healthy volunteers
No

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  1. non-methadone opioid positive urine screen (as assessed during standard treatment) or indicated via Utox or self-reported past-month opioid use at screening
  2. Diagnostic and Statistical Manual of Mental Disorders (DSM)-5 criteria for opioid use disorder, as assessed via structured clinical interview (SCID)
  3. ≥3 months of methadone treatment

Exclusion criteria

Exclusion Criteria:

  1. Having any current neurologic or psychiatric disorders including current moderate to severe other DSM-5 substance use disorders with the exceptions of opioids, cocaine, tobacco and cannabis, as assessed using the SCID.
  2. Failure to pass a magnetic resonance imaging (MRI) screening
  3. Having significant underlying medical conditions requiring medications.
  4. Women who are pregnant or nursing
  5. Baseline scanning with excessive motion based on frame to frame displacement
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Study design

Phase
Not applicable
Primary purpose
Treatment
Allocation
Randomized
Intervention model
Parallel assignment
Masking
Single (Participant)
Enrollment
12 participants (actual)

Study arms

  • Experimental
    Neurofeedback

    Three imaging (fMRI) sessions of experimental feedback.

    Device: Experimental feedback · Device: fMRI

  • Other
    Control feedback

    Three imaging (fMRI) sessions of control feedback.

    Device: Control feedback · Device: fMRI

Interventions

  • DeviceExperimental feedback

    Participants provided with feedback of target brain activation patterns (for example, in the form of a line graph) and will be instructed to try to make the line go up or down.

  • DeviceControl feedback

    Participants provided with control type of feedback (for example, in the form of a line graph) and will be instructed to try to make the line go up or down.

  • DevicefMRI

    fMRI will be used to assess brain activity

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What researchers measure

Primary outcomes

  1. Opioid Use: Urine Tests

    Opioid use will be monitored by weekly urine test. This will be assessed as the percentage of negative tests.

    Time frame: Baseline (week 1) to one month post follow-up (week 9)

  2. Opioid Use: Timeline Followback Method (TLFB)

    Opioid use assessed using the timeline followback method (TLFB). TLFB asks subjects to estimate drug use during a specific time period in the past. Number of participants positive or negative for drug use.

    Time frame: Baseline (week 1) to one month post follow-up (week 9)

Secondary outcomes

  1. Mean Change in Functional Connectivity Patterns in the Brain

    This outcome will be assessed with functional magnetic resonance imaging (fMRI) scans. Opioid abstinence network connectivity strength will be calculated during resting state (H2a). (Data was not able to be collected at MIDT and Stroop tasks as intended.) 0 represents no engagement of the opioid abstinence network. As as a novel brain network measure, there are no defined clinical cutoffs for functional connectivity. Reported is the Z-score Fisher transformed correlation coefficient.

    Time frame: Baseline (week 1) through follow up (week 5)

  2. Mean Opioid Craving Score

    This outcome will be measured with the Opioid Craving Scale, a 3-item measure of craving that uses a 0-10 analog scale. Total possible score is 0-30, with higher score indicating more craving.

    Time frame: Baseline (week 1) to one month post follow-up (*week 9*)

  3. Negative Affect Mean Score

    This outcome will be measured by the Quick Inventory of Depressive Symptomatology. This is a 16-item measure, using a 0-3 scale for each item. Total possible score is 0-48, with higher scores indicating greater symptom severity.

    Time frame: Baseline (week 1) to one month post follow-up (week 9)

07

Results

Posted Sep 25, 2024

Participant flow

Participant flow — Overall Study
MilestoneNeurofeedbackControl Feedback
Started83
Completed scan day 173
Completed scan day 253
Completed scan day 343
Completed scan day 443
Completed scan day 523
Completed 1 month follow up33
Completed33
Not completed50

Outcome measures

PrimaryOpioid Use: Urine Tests

Opioid use will be monitored by weekly urine test. This will be assessed as the percentage of negative tests.

Time frame:
Baseline (week 1) to one month post follow-up (week 9)
Reported as:
Number · percentage of negative tests
Opioid Use: Urine Tests
percentage of negative testsNeurofeedbackControl Feedback
Opioid Use: Urine Tests17.90
PrimaryOpioid Use: Timeline Followback Method (TLFB)

Opioid use assessed using the timeline followback method (TLFB). TLFB asks subjects to estimate drug use during a specific time period in the past. Number of participants positive or negative for drug use.

Time frame:
Baseline (week 1) to one month post follow-up (week 9)
Reported as:
Count of participants · Participants
Opioid Use: Timeline Followback Method (TLFB)
ParticipantsNeurofeedbackControl Feedback
Baseline — Negative11
Baseline — Positive11
Follow up — Negative00
Follow up — Positive22
SecondaryMean Change in Functional Connectivity Patterns in the Brain

This outcome will be assessed with functional magnetic resonance imaging (fMRI) scans. Opioid abstinence network connectivity strength will be calculated during resting state (H2a). (Data was not able to be collected at MIDT and Stroop tasks as intended.) 0 represents no engagement of the opioid abstinence network. As as a novel brain network measure, there are no defined clinical cutoffs for functional connectivity. Reported is the Z-score Fisher transformed correlation coefficient.

Time frame:
Baseline (week 1) through follow up (week 5)
Reported as:
Mean · Fisher Z-transform corr. coefficient
Mean Change in Functional Connectivity Patterns in the Brain
Fisher Z-transform corr. coefficientNeurofeedbackControl Feedback
Mean Change in Functional Connectivity Patterns in the Brain-11.2 ± 13.438.7 ± 67.7
SecondaryMean Opioid Craving Score

This outcome will be measured with the Opioid Craving Scale, a 3-item measure of craving that uses a 0-10 analog scale. Total possible score is 0-30, with higher score indicating more craving.

Time frame:
Baseline (week 1) to one month post follow-up (*week 9*)
Reported as:
Mean · score on a scale
Mean Opioid Craving Score
score on a scaleNeurofeedbackControl Feedback
Baseline18.8 ± 7.916.8 ± 7.6
Follow up23.8 ± 5.516.0 ± 4.9
SecondaryNegative Affect Mean Score

This outcome will be measured by the Quick Inventory of Depressive Symptomatology. This is a 16-item measure, using a 0-3 scale for each item. Total possible score is 0-48, with higher scores indicating greater symptom severity.

Time frame:
Baseline (week 1) to one month post follow-up (week 9)
Reported as:
Mean · score on a scale
Negative Affect Mean Score
score on a scaleNeurofeedbackControl Feedback
Baseline12 ± 1.48.7 ± 4.9
Follow up14.5 ± 2.16.7 ± 2.5

Adverse events

Collected over 2 months. Non-serious events are listed at a 0% frequency threshold.

Adverse event summary by group
GroupDeathsSeriousOther
Neurofeedback0/8 (0%)0/8 (0%)0/8 (0%)
Control Feedback0/3 (0%)0/3 (0%)0/3 (0%)

Baseline characteristics

Age, Categorical
Age, Categorical(Participants)NeurofeedbackControl FeedbackTotal
<=18 years000
Between 18 and 65 years8311
>=65 years000
Sex: Female, Male
Sex: Female, Male(Participants)NeurofeedbackControl FeedbackTotal
Female516
Male325
Race (NIH/OMB)
Race (NIH/OMB)(Participants)NeurofeedbackControl FeedbackTotal
American Indian or Alaska Native000
Asian101
Native Hawaiian or Other Pacific Islander000
Black or African American000
White7310
More than one race000
Unknown or Not Reported000
Region of Enrollment
Region of Enrollment(participants)NeurofeedbackControl FeedbackTotal
United States8311
Opioid Craving Scale
Opioid Craving Scale(score on a scale)NeurofeedbackControl FeedbackTotal
Mean17.4 ± 7.616.8 ± 7.617.2 ± 7.2
Quick Inventory of Depressive Symptomatology
Quick Inventory of Depressive Symptomatology(score on a scale)NeurofeedbackControl FeedbackTotal
Mean9.0 ± 5.48.7 ± 4.98.9 ± 5
08

Study locations

1 site
  • Yale New Haven Hospital
    New Haven, Connecticut 06512, United States
09

References and documents

Study documents

  • Protocol and statistical analysis plan · Oct 11, 2022
  • Informed consent form · Oct 11, 2022

Documents are hosted by the registry — open the source record to download them.

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Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Sep 25, 2024, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
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Registry details

Key details

Study ID
NCT04188288
Lead sponsor
Yale University
Responsible party
Sponsor
First posted
Dec 5, 2019
Start date
Jul 1, 2021
Primary completion
Mar 15, 2023
Completion
Mar 15, 2023
Results posted
Sep 25, 2024
Last update
Sep 25, 2024

Study contacts

Kathleen Garrison, PhD
principal investigator · Yale University

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

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