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RecruitingNCT07085351Updated Jul 25, 2025

EEG Biomarkers for OUD: Diagnostic, Prognostic, and Predictive Applications

An observational study in Opiod Use Disorder, sponsored by University of Illinois at Chicago. Recruiting at 1 site in United States. Open to participants aged 22 Years to 85 Years, including healthy volunteers. Per ClinicalTrials.gov, last updated 2025-07-25.

Sponsored by University of Illinois at Chicago · Observational

From the registry’s dates

  • Primary completion was expected by Sep 2025, 1 year ago, but the record still lists the study as recruiting.
  • Started Feb 2025; still recruiting 1 year 8 months later.
Study type
Observational
Model
Cohort
Time perspective
Prospective
Enrollment
70
Ages
22 Years to 85 Years
Sex
All
01

Study summary

The US is suffering from a national opioid epidemic characterized by significant costs, overdoses, and deaths. Conventional Opioid Use Disorder (OUD) treatments (i.e., pharmacological and psychosocial interventions) are characterized by limited or diminishing efficacy, ceiling effects, and/or serious side effects. The availability of validated OUD biomarkers would be a key step in the development and approval of better treatments. Ultimately, the scarcity of OUD biomarkers represents a significant unmet need in the fight against opioid addiction as recognized by NIDA and the FDA with their support for development of Medical Device Development Tools (MDDT) and biomarker tests for OUD. Advances in neuroimaging techniques, and in particular recent evidence supports electroencephalography (EEG) as a promising candidate to investigate the correlation between addiction and brain state. To address the clear medical and market need for OUD biomarkers, this is a feasibility study to identify and assess potential EEG biomarkers for OUD diagnoses, disease monitoring, and prediction of OUD treatment response.

Read the detailed description

We will recruit up to 130 subjects for this study, with the intention of enrolling 50 OUD subjects at various stages of treatment and 20 age-matched non-OUD controls.

Eligible subjects will contact or give verbal permission to be contacted via their referring provider, by a co-investigator to obtain more information about the study. At the first point of contact (usually a phone call), study co- investigator will administer a phone-screening questionnaire. Once the phone screening process is complete, the information gathered by the co-investigator will be taken to the PI of the study for further review to confirm eligibility. Data obtained from screening will be safely stored in the PI's locked office.

Informed consent will be obtained by the study PI and/or a co-investigator (not involved in the patient's care) in person. The test procedures will be described and the testing equipment will be shown to the subject. Study co-investigators will clearly explain all the procedures and risks of the testing outlined in the consent form. The subject will be given the time needed to consider their decision and will be encouraged to ask questions, both during the initial phone interview and throughout the study. The PI or a co-investigator will answer any questions regarding the study at the time consent is given. Once enrolled, the subject may pause or terminate his/her participation at any time during the study.

Procedures Involved* This is an observational study that includes an EEG at rest and also an EEG conducted while the subject is simultaneously completing a computer assessment. The study will have 50 OUD patients and 20 age-matched controls. Subjects will undergo EEG testing in addition to testing done concurrently with computer assessments. An additional visit will be conducted around 1 week after the initial visit. Additionally, subjects will undergo questionnaires/assessments regarding demographics, HPI, craving, mood, impulsivity, and drug use. Urine toxicology and Hair follicle (when available) will also be conducted.

02

Conditions studied

  • Opiod Use Disorder

Keywords

  • opioid use disorder
  • EEG
03

In context

Opioid-Related Disorders

1,411 studies on the registry are indexed under Opioid-Related Disorders; 290 are open to participants now.

This study's planned enrollment of 70 is below the median of 129 across 174 observational studies indexed under Opioid-Related Disorders.

Browse Opioid-Related Disorders studies →

Lead sponsor

University of Illinois at Chicago is the lead sponsor of 515 studies on the registry; 133 are open to participants now.

Of its 31 completed or terminated interventional studies of FDA-regulated products, 18 (58%) have results posted.

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

04

Who can participate

Ages eligible
22 Years to 85 Years
Sexes eligible
All
Accepts healthy volunteers
Yes
Sampling method
Probability sample

Study population

Adults aged 22-85 years who live locally and consent will be enrolled in two groups: an OUD cohort (DSM-5 opioid use disorder ≥6 months, positive urine toxicology, ongoing craving) and an age-matched non-OUD control group. All must reside in the study area with no relocation plans. Exclusion criteria (both cohorts) include recent antiepileptic initiation; history of stroke, brain tumor, epilepsy, unexplained syncope, significant head injury with loss of consciousness, or brain surgery; severe depression; active malignancy; and, for OUD subjects, recent ingestion of poppy seeds or Papaveris fructus products.

Inclusion criteria

  • For OUD Subjects:

    1. Providing informed consent to participate in the study.
    2. 22 to 85 years old.

Having a diagnosis of OUD

  • OUD of more than 6 months duration as defined by Diagnostic and Statistical Manual of Mental Disorders (DSM-5) [71] with a positive urine toxicology screen who still feel craving.

4. Lives in immediate area with no plans to relocate.

For age-matched controls:

  1. Providing informed consent to participate in the study.
  2. 22 to 85 years old.
  3. Lives in immediate area with no plans to relocate

Exclusion criteria

Exclusion Criteria:

  • For OUD Subjects:

    1. Recently started on antiepileptic drug therapy.
    2. Ingestion of poppy seeds or herbal teas containing Papaveris fructus (may cause a positive opiate test for morphine, codeine [72,73]).
    3. History of neurological disorders involving stroke, brain tumors, or epilepsy as self- reported.
    4. History of unexplained fainting spells as self-reported.
    5. History of head injury resulting in more than a momentary loss of consciousness as self-reported.
    6. History of brain surgery as self-reported.
    7. Suffering from severe depression.
    8. Active malignancy.

For age-matched controls:

  1. Recently started on antiepileptic drug therapy.
  2. History of neurological disorders involving stroke, brain tumors, or epilepsy as self- reported.
  3. History of unexplained fainting spells as self-reported.
  4. History of head injury resulting in more than a momentary loss of consciousness as self-reported.
  5. History of brain surgery as self-reported.
  6. Suffering from severe depression.
  7. Active malignancy.
05

Study design

Observational model
Cohort
Time perspective
Prospective
Enrollment
70 participants (estimated)
Patient registry
No

Groups and cohorts

  • Opioid Use Disorder

    Diagnosed Opioid Use Disorder subjects will perform 2 EEG sessions done at the initial visit and one week later. EEG recordings will be taken to monitor brain activity

  • Healthy Control

    Age-matched healthy controls. Subjects will perform 2 EEG sessions done at the initial visit and one week later. EEG recordings will be taken to monitor brain activity

06

What researchers measure

Primary outcomes

  1. Electroencephalogram power in Delta through Gamma bands

    High-density electroencephalogram power will be assessed during rest (eyes open, eyes closed) and activity

    Time frame: 1 week

07

Study locations

1 of 1 sites recruiting
  • Clinical & Imaging Research Outcomes Lab
    Chicago, Illinois 60612, United States
    • Aksarapak Hengyotmark, MD · Contact · ahengy2@uic.edu · 312-257-4158
    • Ciro Ramos-Estebanez, MD., Ph.D. · Principal investigator
    Recruiting
08

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Jul 25, 2025, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
09

Registry details

Key details

Study ID
NCT07085351
Lead sponsor
University of Illinois at Chicago
Collaborators
National Institute on Drug Abuse (NIDA)
Responsible party
Ciro Ramos Estebanez (Principal Investigator, University of Illinois at Chicago) — Principal investigator
First posted
Jul 25, 2025
Start date
Feb 4, 2025
Primary completion
Sep 15, 2025 (estimated)
Completion
Sep 15, 2025 (estimated)
Last update
Jul 25, 2025

Study contacts

Aksarapak Hengyotmark, MD
Contact
ahengy2@uic.edu
312-257-4158

Oversight

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

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