Behavioral FlexibilityFLAMENCT06634771
Flexibility, Alcohol Misuse, and Excitation
A study testing 10 Hz transcranial alternating current stimulation (tACS) in people with Behavioral Flexibility and Healthy Volunteers, run by University of North Carolina, Chapel Hill at 1 site in United States.
Trial summary
The goal of this study is to learn whether a single non-invasive brain stimulation alpha-transcranial alternating current stimulation (alpha-tACS) session changes measures of excitability in the prefrontal cortex. Read more about this study
- Who is it for?
- Ages 22 to 50 yearsHealthy volunteers can take part
- Conditions the study is for
- Behavioral Flexibility, Healthy Volunteers, High Risk Alcohol Use
- What is being tested?
- 10 Hz transcranial alternating current stimulation (tACS)
- Could I receive a placebo?
- Yes, some participants may receive a placebo
- How many people
- 7 participants
- Where
- 1 siteUnited States
- Study dates
- 18 Jul 2024to 24 Jan 2025
- Phase
- Interventional
- Are there results?
- Yes, posted in the registrySummary in the doctors' view
Key requirements
Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.
- Ages 22 to 50 years
- All sexes
- Healthy volunteers accepted
- Adult
Who may be able to join
- • 22-50 years old
- Have a high school diploma or equivalent
- Medically healthy
- Fluent in English
- For RISK group only:
- High risk alcohol use in the past month [World Health Organization (WHO ) risk level 2-4]
Show all 14Show fewer
- No history of adolescent binge drinking
- For RISK+ Adolescent binge alcohol (AIE) group only:
- High risk alcohol use in the past month (WHO risk level 2-4)
- High levels of adolescent alcohol use (4 or more binge drinking episodes before age 18)
- For Control (CON) group only:
- Low risk alcohol use throughout the lifetime (WHO risk level 0-1)
- No history of adolescent binge drinking
- No lifetime history of Alcohol Use Disorder (AUD)
Who cannot join
- Any individual who meets one or more of the following criteria will be excluded from participation [excluding positive breath alcohol concentration (BAC), urine drug screen, psychiatric diagnoses, and color blindness, all will be self-reported]:
- Lifetime history of a substance use disorder (SUD; including nicotine) but participants will not be excluded for an AUD.
- Neurological disease such as dementia, seizures or head trauma
- History of psychosis or psychotic episodes
- Diagnosis of attention deficit hyperactivity disorder (ADHD)
- Any systemic or inflammatory disease that could affect cognitive functioning (e.g., cancer, cardiovascular disease)
Show all 20Show fewer
- Any motor or visual disturbances that could hinder task performance (e.g., color blindness)
- Use of psychoactive recreational drugs in the past month (excluding caffeine and alcohol)
- Use of psychotropic medications in the past month including antidepressants, mood stabilizers, antipsychotics, anxiolytics, stimulants, or hypnotics (excluding antidepressant use when dosage has been stable for 1 month or longer)
- Use of therapeutic brain stimulation [e.g. transcranial magnetic stimulation (TMS) or electroconvulsive therapy (ECT)] in the past month
- Any history of brain surgery
- History of migraine headaches
- Pregnancy
- Any brain implants or devices
- First degree relative with primary epilepsy
- Claustrophobia
- Any magnetic resonance imaging (MRI) contraindication based on the University of North Carolina Biomedical Research Imaging Center's MRI safety checklist
- Breath alcohol above 0.0% at time of session
- Positive urine drug screen at time of session
- If a participant should have an exclusion criterion arise in the course of their participation (e.g. pregnancy or psychotic episode), their participation in the study will end unless the circumstances are transitory in nature (e.g. positive breath alcohol or urine drug screen).
Trial locations and contacts
1 site in 1 country.
United States1 site
University of North Carolina, Chapel Hill
Chapel Hill, North Carolina, 27599
About this study
Official title: Frontal E/I Balance Mediation of tACS Effects on Behavioral Flexibility
The goal of this study is to learn whether a single non-invasive brain stimulation alpha-transcranial alternating current stimulation (alpha-tACS) session changes measures of excitability in the prefrontal cortex. It will also learn whether these changes predict differences in habitual action selection in a laboratory task and whether the effects depend on alcohol use history. The main questions it aims to answer are:
Does alpha-tACS reduce habitual action selection by reducing excitability in the prefrontal cortex? Is alpha-tACS most effective in reducing habitual action selection in hazardous drinkers who engaged in binge-drinking during adolescence?
Read more
Researchers will compare alpha-tACS to sham stimulation to see if alpha-tACS changes habitual action selection by changing prefrontal excitability.
Participants will:
Visit the lab for behavioral training Visit the imaging center for an MRI session Visit the lab to receive alpha-tACS or sham stimulation during behavioral testing and undergo EEG recordings before and after stimulation Visit the imaging center for a repeat MRI session Provide a small sample of blood from a finger-prick in the first and last visits.
Read the detailed description
This study is designed to probe the role of the balance between excitatory (E) and inhibitory (I) signaling (E/I) in key nodes of control circuitry in mediating the relationship between alcohol misuse and inflexible behavior. In addition, the investigators aim to determine whether adolescent binge alcohol exposure amplifies the effects of binge exposure in adulthood. The investigators will accomplish this goal via a single multi-session study. Participants (n=66) will comprise three groups: adults self-reporting high risk drinking [World Health Organization (WHO) risk levels 2, 3, or 4], with (n=22) or without (n=22) a history of adolescent alcohol misuse (AIE), and lifetime low risk drinking adults (WHO risk levels 0 or 1; n=22).
Design: a 3-session study that includes an initial screening session and behavioral training (Session 1), behavioral testing and a magnetic resonance imaging (MRI) scan session (Session 2), bifrontal 10Hz-transcranial alternating current stimulation (tACS; true or sham) during behavioral testing with pre- and post-electroencephalogram (EEG) recording in a resting-state, followed by a second MRI scan session (Session 3). The investigators predict that adolescent and adult binge history will have interacting effects on E/I balance indices derived from EEG and magnetic resonance spectroscopy (MRS) and on behavioral flexibility measured in the Hidden Association between Images Task (HABIT) Test and that E/I balance indices will mediate the relationship between alcohol misuse and behavioral flexibility. The investigators also propose to test a causal relationship between E/I balance and behavioral flexibility by testing whether 10Hz-tACS to bilateral dorsolateral prefrontal cortex (dlPFC) alters habitual action selection in the HABIT Test in proportion to its effects on the dlPFC 1/f EEG slope and/or the MRS-derived gamma-amino-butyric acid (GABA)/glutamate+glutamine (Glx) ratio. The investigators predict that changes in indices of E/I balance induced by tACS will inversely associate with changes in habitual response selection. The investigators will collect a small amount of blood from a finger prick in Sessions 1 and 3 will use the collected dried blood spots to measure inflammatory markers.
- Being tested
- 10 Hz transcranial alternating current stimulation (tACS), sham transcranial alternating current stimulation (tACS)
- Keywords
- alcohol, brain stimulation, MRI, EEG
What participants receive
What participants receive. In a randomised study each person is assigned to one group by chance.
10 Hz transcranial alternating current stimulation (tACS)Other
10 Hz bi-frontal tACS: Alternating current stimulation is delivered by an XCSITE 100 device (Pulvinar Neuro, Chapel Hill, NC), through three conductive carbon-rubber electrodes. Electrodes are placed over the apex of the head (Cz) and the prefrontal cortex bilaterally (F3 and F4). Stimulation is delivered during the second half of the HABIT Test session. Stimulation parameters: 2mA peak-to-peak 10Hz sine-wave flanked by 10 second linear envelope ramps in and out for a total duration of 30 min and 20 seconds.
sham transcranial alternating current stimulation (tACS)Other
Sham tACS: The procedure for sham stimulation will be identical, but it will last for 2 minutes instead of 30 minutes.
| Study group | Role | What they receive |
|---|---|---|
| 10Hz bi-frontal tACS | Experimental | For Session 3, participants will complete a Habitual Association between Images Task (HABIT) Test Session in the Howell Hall Neurostimulation Core Lab or electroencephalogram (EEG) Core Lab, which is located one floor below the Boettiger Lab. Participants will receive either 10Hz bi-frontal transcranial alternating current stimulation (tACS) or sham tACS.
10 Hz bi-frontal tACS: Alternating current stimulation is delivered by an XCSITE 100 device (Pulvinar Neuro, Chapel Hill, NC), through three conductive carbon-rubber electrodes. Electrodes are placed over the apex of the head (Cz) and the prefrontal cortex bilaterally (F3 and F4). Stimulation is delivered during the second half of the HABIT Test session. Stimulation parameters: 2mA peak-to-peak 10Hz sine-wave flanked by 10 second linear envelope ramps in and out for a total duration of 30 min and 20 seconds. Receives: Other: 10 Hz transcranial alternating current stimulation (tACS) |
| sham tACS | Sham comparator | Sham transcranial alternating current stimulation (tACS): The procedure for sham stimulation will be identical, but the actual stimulation will last for 2 minutes instead of 30 minutes. Participants generally report that stimulation is felt most strongly at the beginning of active stimulation, before they adjust to the sensation. Sham stimulation is meant to mimic this progression in terms of tactile salience. Stimulation is delivered for 2 minutes at the beginning of the HABIT reversal task, flanked by 10 second linear envelope ramps. The stimulating electrodes are left on the head until completion of the HABIT task, as is the case in active stimulation. There is no visual or auditory indication to the participant or researcher when the 2-minute sham stimulation period has ended, allowing the sham stimulation condition to feel similar to active stimulation. Receives: Other: sham transcranial alternating current stimulation (tACS) |
What is being measured
The primary outcome is the main question the study is designed to answer.
Change in Proportion of Errors
In the HABIT task participants are trained to associate abstract images on the computer screen with specific responses (button presses). They initially learn two stimulus-response pairings and then practice these two pairings at the beginning of each session; these are referred to as the familiar (FAM) sets. At sessions 2 and 3 they also learn two new stimulus-response pairings, which are referred to as the novel (NOV) sets and which they do not encounter at later sessions. During sessions 2 and 3 they undergo a reversal test, during which the correct responses for one familiar set and one novel set are changed, and they must learn the new correct responses by trial and error. The outcome measure here is the proportion of total errors made in response to the devalued familiar set during the reversal test that are perseverative errors, or errors in which they respond with a button press that was previously correct but is no longer correct.
Measured: Pre-stimulation (Session 2) up to 2 weeks before, post-stimulation (Session 3), immediately after
Change in Prefrontal GABA:Glutamate/Glutamine Ratio
The researchers will evaluate the difference in the gamma-aminobutyric acid (GABA):glutamate/glutamine ratios in the left dorsolateral prefrontal cortex, measured via single voxel magnetic resonance spectroscopy (MRS) at rest.
Measured: Pre-stimulation (Session 2) up to 2 weeks before, post-stimulation (Session 3), immediately after
Secondary outcomes (6)
Change in C-reactive Protein
The researchers will measure the effect of transcranial alternating current stimulation (tACS) of bilateral dorsolateral prefrontal cortex on C-reactive protein.
Measured: Baseline, study completion (an average of 2 weeks)
Change in Interleukin-6 (IL-6)
The researchers will measure the effect of transcranial alternating current stimulation (tACS) of bilateral dorsolateral prefrontal cortex on interleukin-6 (IL-6).
Measured: Baseline, study completion (an average of 2 weeks)
Change in Tumor Necrosis Factor-alpha (TNF-alpha)
The researchers will measure the effect of transcranial alternating current stimulation (tACS) of bilateral dorsolateral prefrontal cortex on tumor necrosis factor-alpha (TNF-alpha).
Measured: Baseline, study completion (an average of 2 weeks)
Change in Functional Connectivity Between the Bilateral dlPFC and the aIC
The effect of 10Hz-tACS on resting-state functional connectivity between the bilateral dorsolateral prefrontal cortex (dlPFC) and anterior insular cortex (aIC) was quantified as the Fisher Z-transformed Pearson correlation coefficient. The BOLD timeseries for regions of interest were first extracted and then transformed into Z-scores using the Fisher r-to-z transformation. The Z-score represents the number of standard deviations away from the mean of the functional connectivity distribution. A Z-score of 0 represents the mean connectivity in the sample, with positive values indicating greater connectivity after stimulation, and a negative Z-score indicating less connectivity after stimulation.
Measured: Pre-stimulation (Session 2) up to 2 weeks before, post-stimulation (Session 3), immediately after
Change in Functional Connectivity Between the dlPFC and Limbic Striatum
The effect of 10Hz-tACS on resting-state functional connectivity between the bilateral dorsolateral prefrontal cortex (dlPFC) and limbic striatum was quantified as the Fisher Z-transformed Pearson correlation coefficient. The BOLD timeseries for regions of interest were first extracted and then transformed into Z-scores using the Fisher r-to-z transformation. The Z-score represents the number of standard deviations away from the mean of the functional connectivity distribution. A Z-score of 0 represents the mean connectivity in the sample, with positive values indicating greater connectivity after stimulation, and a negative Z-score indicating less connectivity after stimulation.
Measured: Pre-stimulation (Session 2) up to 2 weeks before, post-stimulation (Session 3), immediately after
Change in Functional Connectivity Between aIC and Limbic Striatum
The effect of 10Hz-tACS on resting-state functional connectivity between the aIC and limbic striatum was quantified as the Fisher Z-transformed Pearson correlation coefficient. The BOLD timeseries for regions of interest were first extracted and then transformed into Z-scores using the Fisher r-to-z transformation. The Z-score represents the number of standard deviations away from the mean of the functional connectivity distribution. A Z-score of 0 represents the mean connectivity in the sample, with positive values indicating greater connectivity after stimulation, and a negative Z-score indicating less connectivity after stimulation.
Measured: Pre-stimulation (Session 2) up to 2 weeks before, post-stimulation (Session 3), immediately after
Timeline
From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.
- First posted10 Oct 2024
- Study start18 Jul 2024
- Primary completion24 Jan 2025
- Study completion24 Jan 2025
Why it stopped: The study was terminated due to the death of the Principal Investigator.
Resources
- Official record on ClinicalTrials.govThe registry entry this page is built from, with its full change history.
- Posted resultsParticipant flow, outcome measures and adverse events reported by the sponsor.
- Publications (32)Papers the sponsor has linked to this study.
- Other trials for Behavioral FlexibilityStudies of the same condition, open and under way.
- More trials run by University of North Carolina, Chapel HillThe sponsor's other registered studies.
- What the trial phases meanHow a treatment moves from first tests in people to approval.
More details
For doctors and researchers: how the study is designed, who runs it, and its registry IDs.
Study design
- Study type
- Interventional
- Phase
- Phase N/A
- Primary purpose
- Basic science
- Allocation
- Randomised
- Intervention model
- Parallel groups
- Model description
- Study design consists of 3 groups of participants: 1. Control (CON): no adolescent binge drinking (AIE) and current (past month) World Health Organization (WHO) risk drinking levels of either 0 or 1 (abstinent or low-risk) 2. (RISK): no AIE and current WHO level 2, 3, or 4 (medium risk, high risk, or very high risk) 3. (RISK+AIE): history of adolescent binge drinking and current WHO risk level 2, 3, or 4. Within each group (n=22), participants will be randomly assigned to either the 10Hz tACS (stim) group or the sham tACS (sham) group. Study design requires randomly assigning individuals to a stimulation group after completing Session 1. Prior to study onset, Dr. Boettiger will create a randomization table in which stimulation type (true or sham) is pseudo randomly ordered within groups, stratified by sex. Dr. Boettiger will provide assignment to the study team based on this predefined randomization table in order to ensure balanced sex and group for each stimulation type.
- Masking
- Triple blind
- Who is masked
- Participant, Investigator, Outcomes assessor
- Enrolment
- 7 participants (actual)
Sponsor and investigators
- Lead sponsor
- University of North Carolina, Chapel Hill
- Sponsor type
- University, hospital or other
- Collaborators
- National Institute on Alcohol Abuse and Alcoholism (NIAAA)
- Responsible party
- Sponsor
- Investigators
- Charlotte A Boettiger, PhD, Principal investigator, University of North Carolina, Chapel Hill
IDs, dates and publications
- ClinicalTrials.gov ID
- NCT06634771
- Sponsor's protocol ID
- 23-1702
- Other IDs
- P60AA011605
- Acronym
- FLAME
- Status last verified
- Jan 2026
- First submitted
- 3 Oct 2024
- Last updated
- 27 Mar 2026
- Results posted
- Yes, on ClinicalTrials.gov
- Data monitoring committee
- No
- FDA-regulated drug
- No
- FDA-regulated device
- No
- Individual data sharing
- Yes: Brief summary of the assessment schedule for data that will eventually be shared with the NIAAADA: In this 3-visit study, eligibility is first determined at the screening and randomization visit; dried blood spot measures of inflammatory markers will also be collected. In visit 2, measures of baseline habitual action selection in the HABIT, structural MRI, baseline resting-state fMRI, and single-voxel MRS measuring GABA and glutamate/glutamine will be collected. At visit 3, resting-state EEG before and after 10Hz- or sham-tACS, as well as habitual action selection in the HABIT during 10Hz- or sham-tACS, as well as repeat structural and functional MRI and MRS, and dried blood spot collection following 10Hz- or sham-tACS will be collected. Demographic, psychometric, and substance-related information will be collected via REDCap at the participant's convenience. Data will be uploaded to the PI's NIMH Data Archive (NDA) account by established deadlines.
Publications
Zaehle T, Rach S, Herrmann CS. Transcranial alternating current stimulation enhances individual alpha activity in human EEG. PLoS One. 2010 Nov 1;5(11):e13766. doi: 10.1371/journal.pone.0013766.
PubMed 21072168Wood W, Runger D. Psychology of Habit. Annu Rev Psychol. 2016;67:289-314. doi: 10.1146/annurev-psych-122414-033417. Epub 2015 Sep 10.
PubMed 26361052Viner RM, Taylor B. Adult outcomes of binge drinking in adolescence: findings from a UK national birth cohort. J Epidemiol Community Health. 2007 Oct;61(10):902-7. doi: 10.1136/jech.2005.038117.
PubMed 17873228Vanderhasselt MA, De Raedt R, Brunoni AR, Campanha C, Baeken C, Remue J, Boggio PS. tDCS over the left prefrontal cortex enhances cognitive control for positive affective stimuli. PLoS One. 2013 May 21;8(5):e62219. doi: 10.1371/journal.pone.0062219. Print 2013.
PubMed 23704874Smittenaar P, FitzGerald TH, Romei V, Wright ND, Dolan RJ. Disruption of dorsolateral prefrontal cortex decreases model-based in favor of model-free control in humans. Neuron. 2013 Nov 20;80(4):914-9. doi: 10.1016/j.neuron.2013.08.009. Epub 2013 Oct 24.
PubMed 24206669Siqueira L, Smith VC; COMMITTEE ON SUBSTANCE ABUSE. Binge Drinking. Pediatrics. 2015 Sep;136(3):e718-26. doi: 10.1542/peds.2015-2337.
PubMed 26324872Sellers KK, Mellin JM, Lustenberger CM, Boyle MR, Lee WH, Peterchev AV, Frohlich F. Transcranial direct current stimulation (tDCS) of frontal cortex decreases performance on the WAIS-IV intelligence test. Behav Brain Res. 2015 Sep 1;290:32-44. doi: 10.1016/j.bbr.2015.04.031. Epub 2015 Apr 28.
PubMed 25934490Rehm J, Shield KD, Roerecke M, Gmel G. Modelling the impact of alcohol consumption on cardiovascular disease mortality for comparative risk assessments: an overview. BMC Public Health. 2016 Apr 28;16:363. doi: 10.1186/s12889-016-3026-9.
PubMed 27121289Ostlund SB, Balleine BW. Lesions of medial prefrontal cortex disrupt the acquisition but not the expression of goal-directed learning. J Neurosci. 2005 Aug 24;25(34):7763-70. doi: 10.1523/JNEUROSCI.1921-05.2005.
PubMed 16120777Olsen RW, Liang J. Role of GABAA receptors in alcohol use disorders suggested by chronic intermittent ethanol (CIE) rodent model. Mol Brain. 2017 Sep 20;10(1):45. doi: 10.1186/s13041-017-0325-8.
PubMed 28931433Miller EK, Cohen JD. An integrative theory of prefrontal cortex function. Annu Rev Neurosci. 2001;24:167-202. doi: 10.1146/annurev.neuro.24.1.167.
PubMed 11283309McKim TH, Dove SJ, Robinson DL, Frohlich F, Boettiger CA. Addiction history moderates the effect of prefrontal 10-Hz transcranial alternating current stimulation on habitual action selection. J Neurophysiol. 2021 Mar 1;125(3):768-780. doi: 10.1152/jn.00180.2020. Epub 2020 Dec 23.
PubMed 33356905McKim TH, Bauer DJ, Boettiger CA. Addiction History Associates with the Propensity to Form Habits. J Cogn Neurosci. 2016 Jul;28(7):1024-38. doi: 10.1162/jocn_a_00953. Epub 2016 Mar 11.
PubMed 26967944Matsumoto H, Ugawa Y. Adverse events of tDCS and tACS: A review. Clin Neurophysiol Pract. 2016 Dec 21;2:19-25. doi: 10.1016/j.cnp.2016.12.003. eCollection 2017.
PubMed 30214966Lam NH, Borduqui T, Hallak J, Roque A, Anticevic A, Krystal JH, Wang XJ, Murray JD. Effects of Altered Excitation-Inhibition Balance on Decision Making in a Cortical Circuit Model. J Neurosci. 2022 Feb 9;42(6):1035-1053. doi: 10.1523/JNEUROSCI.1371-20.2021. Epub 2021 Dec 9.
PubMed 34887320
Study at a glance
From the registry record, last updated by the sponsor on 27 Mar 2026. Recruitment status is as the sponsor reported it: confirm with the study team.
- Official title
- Frontal E/I Balance Mediation of tACS Effects on Behavioral Flexibility
- ClinicalTrials.gov ID
- NCT06634771
- Acronym / sponsor ID
- FLAME / 23-1702
- Keywords
- alcohol, brain stimulation, MRI, EEG
- Study type
- Interventional
- Recruitment status
- TerminatedReason stopped: The study was terminated due to the death of the Principal Investigator.
- Enrolment
- 7 participants (actual)
- Lead sponsor
- University of North Carolina, Chapel HillUniversity, hospital or other
- Collaborators
- National Institute on Alcohol Abuse and Alcoholism (NIAAA)
- Study start
- 18 Jul 2024 (actual)
- Primary completion
- 24 Jan 2025 (actual)
- Study completion
- 24 Jan 2025 (actual)
- First posted
- 10 Oct 2024 (actual)
- Results
- Posted 27 Mar 2026
Clinical summary
The research question as the sponsor registered it. This describes what the study plans to test, not what it found.
The goal of this study is to learn whether a single non-invasive brain stimulation alpha-transcranial alternating current stimulation (alpha-tACS) session changes measures of excitability in the prefrontal cortex. It will also learn whether these changes predict differences in habitual action selection in a laboratory task and whether the effects depend on alcohol use history. The main questions it aims to answer are:
Does alpha-tACS reduce habitual action selection by reducing excitability in the prefrontal cortex? Is alpha-tACS most effective in reducing habitual action selection in hazardous drinkers who engaged in binge-drinking during adolescence?
Researchers will compare alpha-tACS to sham stimulation to see if alpha-tACS changes habitual action selection by changing prefrontal excitability.
Participants will:
Visit the lab for behavioral training Visit the imaging center for an MRI session Visit the lab to receive alpha-tACS or sham stimulation during behavioral testing and undergo EEG recordings before and after stimulation Visit the imaging center for a repeat MRI session Provide a small sample of blood from a finger-prick in the first and last visits.
Detailed description
This study is designed to probe the role of the balance between excitatory (E) and inhibitory (I) signaling (E/I) in key nodes of control circuitry in mediating the relationship between alcohol misuse and inflexible behavior. In addition, the investigators aim to determine whether adolescent binge alcohol exposure amplifies the effects of binge exposure in adulthood. The investigators will accomplish this goal via a single multi-session study. Participants (n=66) will comprise three groups: adults self-reporting high risk drinking [World Health Organization (WHO) risk levels 2, 3, or 4], with (n=22) or without (n=22) a history of adolescent alcohol misuse (AIE), and lifetime low risk drinking adults (WHO risk levels 0 or 1; n=22).
Design: a 3-session study that includes an initial screening session and behavioral training (Session 1), behavioral testing and a magnetic resonance imaging (MRI) scan session (Session 2), bifrontal 10Hz-transcranial alternating current stimulation (tACS; true or sham) during behavioral testing with pre- and post-electroencephalogram (EEG) recording in a resting-state, followed by a second MRI scan session (Session 3). The investigators predict that adolescent and adult binge history will have interacting effects on E/I balance indices derived from EEG and magnetic resonance spectroscopy (MRS) and on behavioral flexibility measured in the Hidden Association between Images Task (HABIT) Test and that E/I balance indices will mediate the relationship between alcohol misuse and behavioral flexibility. The investigators also propose to test a causal relationship between E/I balance and behavioral flexibility by testing whether 10Hz-tACS to bilateral dorsolateral prefrontal cortex (dlPFC) alters habitual action selection in the HABIT Test in proportion to its effects on the dlPFC 1/f EEG slope and/or the MRS-derived gamma-amino-butyric acid (GABA)/glutamate+glutamine (Glx) ratio. The investigators predict that changes in indices of E/I balance induced by tACS will inversely associate with changes in habitual response selection. The investigators will collect a small amount of blood from a finger prick in Sessions 1 and 3 will use the collected dried blood spots to measure inflammatory markers.
Study design
- Primary purpose
- Basic science
- Allocation
- Randomised
- Intervention model
- Parallel groups
- Masking
- Triple blind (participant, investigator, outcomes assessor)
- Number of arms
- 2
- Model description
- Study design consists of 3 groups of participants: 1. Control (CON): no adolescent binge drinking (AIE) and current (past month) World Health Organization (WHO) risk drinking levels of either 0 or 1 (abstinent or low-risk) 2. (RISK): no AIE and current WHO level 2, 3, or 4 (medium risk, high risk, or very high risk) 3. (RISK+AIE): history of adolescent binge drinking and current WHO risk level 2, 3, or 4. Within each group (n=22), participants will be randomly assigned to either the 10Hz tACS (stim) group or the sham tACS (sham) group. Study design requires randomly assigning individuals to a stimulation group after completing Session 1. Prior to study onset, Dr. Boettiger will create a randomization table in which stimulation type (true or sham) is pseudo randomly ordered within groups, stratified by sex. Dr. Boettiger will provide assignment to the study team based on this predefined randomization table in order to ensure balanced sex and group for each stimulation type.
| Arm | Type | Receives |
|---|---|---|
| 10Hz bi-frontal tACS | Experimental | Other: 10 Hz transcranial alternating current stimulation (tACS)For Session 3, participants will complete a Habitual Association between Images Task (HABIT) Test Session in the Howell Hall Neurostimulation Core Lab or electroencephalogram (EEG) Core Lab, which is located one floor below the Boettiger Lab. Participants will receive either 10Hz bi-frontal transcranial alternating current stimulation (tACS) or sham tACS. 10 Hz bi-frontal tACS: Alternating current stimulation is delivered by an XCSITE 100 device (Pulvinar Neuro, Chapel Hill, NC), through three conductive carbon-rubber electrodes. Electrodes are placed over the apex of the head (Cz) and the prefrontal cortex bilaterally (F3 and F4). Stimulation is delivered during the second half of the HABIT Test session. Stimulation parameters: 2mA peak-to-peak 10Hz sine-wave flanked by 10 second linear envelope ramps in and out for a total duration of 30 min and 20 seconds. |
| sham tACS | Sham comparator | Other: sham transcranial alternating current stimulation (tACS)Sham transcranial alternating current stimulation (tACS): The procedure for sham stimulation will be identical, but the actual stimulation will last for 2 minutes instead of 30 minutes. Participants generally report that stimulation is felt most strongly at the beginning of active stimulation, before they adjust to the sensation. Sham stimulation is meant to mimic this progression in terms of tactile salience. Stimulation is delivered for 2 minutes at the beginning of the HABIT reversal task, flanked by 10 second linear envelope ramps. The stimulating electrodes are left on the head until completion of the HABIT task, as is the case in active stimulation. There is no visual or auditory indication to the participant or researcher when the 2-minute sham stimulation period has ended, allowing the sham stimulation condition to feel similar to active stimulation. |
Who may qualify
- Ages
- 22 to 50 years
- Sex
- All
- Healthy volunteers
- Accepted
- Age groups
- Adult
Key inclusion criteria (14 listed)
- • 22-50 years old
- High risk alcohol use in the past month [World Health Organization (WHO ) risk level 2-4]
- No history of adolescent binge drinking
- High risk alcohol use in the past month (WHO risk level 2-4)
- High levels of adolescent alcohol use (4 or more binge drinking episodes before age 18)
Key exclusion criteria (20 listed)
- Any individual who meets one or more of the following criteria will be excluded from participation [excluding positive breath alcohol concentration (BAC), urine drug screen, psychiatric diagnoses, and color blindness, all will be self-reported]:
- If a participant should have an exclusion criterion arise in the course of their participation (e.g. pregnancy or psychotic episode), their participation in the study will end unless the circumstances are transitory in nature (e.g. positive breath alcohol or urine drug screen).
Eligibility is decided by the study team after screening; this overview does not establish that a patient qualifies. Full inclusion and exclusion criteria.
Interventions
| Intervention | Type | Arms |
|---|---|---|
| 10 Hz transcranial alternating current stimulation (tACS)10 Hz bi-frontal tACS: Alternating current stimulation is delivered by an XCSITE 100 device (Pulvinar Neuro, Chapel Hill, NC), through three conductive carbon-rubber electrodes. Electrodes are placed over the apex of the head (Cz) and the prefrontal cortex bilaterally (F3 and F4). Stimulation is delivered during the second half of the HABIT Test session. Stimulation parameters: 2mA peak-to-peak 10Hz sine-wave flanked by 10 second linear envelope ramps in and out for a total duration of 30 min and 20 seconds. | Other | 10Hz bi-frontal tACS |
| sham transcranial alternating current stimulation (tACS)Sham tACS: The procedure for sham stimulation will be identical, but it will last for 2 minutes instead of 30 minutes. | Other | sham tACS |
Primary outcome
Change in Proportion of Errors
Time frame: Pre-stimulation (Session 2) up to 2 weeks before, post-stimulation (Session 3), immediately after
In the HABIT task participants are trained to associate abstract images on the computer screen with specific responses (button presses). They initially learn two stimulus-response pairings and then practice these two pairings at the beginning of each session; these are referred to as the familiar (FAM) sets. At sessions 2 and 3 they also learn two new stimulus-response pairings, which are referred to as the novel (NOV) sets and which they do not encounter at later sessions. During sessions 2 and 3 they undergo a reversal test, during which the correct responses for one familiar set and one novel set are changed, and they must learn the new correct responses by trial and error. The outcome measure here is the proportion of total errors made in response to the devalued familiar set during the reversal test that are perseverative errors, or errors in which they respond with a button press that was previously correct but is no longer correct.
Change in Prefrontal GABA:Glutamate/Glutamine Ratio
Time frame: Pre-stimulation (Session 2) up to 2 weeks before, post-stimulation (Session 3), immediately after
The researchers will evaluate the difference in the gamma-aminobutyric acid (GABA):glutamate/glutamine ratios in the left dorsolateral prefrontal cortex, measured via single voxel magnetic resonance spectroscopy (MRS) at rest.
6 secondary outcomes
Change in C-reactive Protein
Time frame: Baseline, study completion (an average of 2 weeks)
Change in Interleukin-6 (IL-6)
Time frame: Baseline, study completion (an average of 2 weeks)
Change in Tumor Necrosis Factor-alpha (TNF-alpha)
Time frame: Baseline, study completion (an average of 2 weeks)
Change in Functional Connectivity Between the Bilateral dlPFC and the aIC
Time frame: Pre-stimulation (Session 2) up to 2 weeks before, post-stimulation (Session 3), immediately after
Change in Functional Connectivity Between the dlPFC and Limbic Striatum
Time frame: Pre-stimulation (Session 2) up to 2 weeks before, post-stimulation (Session 3), immediately after
Change in Functional Connectivity Between aIC and Limbic Striatum
Time frame: Pre-stimulation (Session 2) up to 2 weeks before, post-stimulation (Session 3), immediately after
Results and safety
Loading the posted results from ClinicalTrials.gov…
Research links
- Official record on ClinicalTrials.govLast updated by the sponsor 27 Mar 2026.
- Posted resultsParticipant flow, baseline, all outcome measures and adverse events.
- Background: PubMed 21072168Zaehle T, Rach S, Herrmann CS. Transcranial alternating current stimulation enhances individual alpha activity in human EEG. PLoS One. 2010 Nov 1;5(11):e13766. doi: 10.1371/journal.pone.0013766.
- Background: PubMed 26361052Wood W, Runger D. Psychology of Habit. Annu Rev Psychol. 2016;67:289-314. doi: 10.1146/annurev-psych-122414-033417. Epub 2015 Sep 10.
- Background: PubMed 17873228Viner RM, Taylor B. Adult outcomes of binge drinking in adolescence: findings from a UK national birth cohort. J Epidemiol Community Health. 2007 Oct;61(10):902-7. doi: 10.1136/jech.2005.038117.
- Background: PubMed 23704874Vanderhasselt MA, De Raedt R, Brunoni AR, Campanha C, Baeken C, Remue J, Boggio PS. tDCS over the left prefrontal cortex enhances cognitive control for positive affective stimuli. PLoS One. 2013 May 21;8(5):e62219. doi: 10.1371/journal.pone.0062219. Print 2013.
- Background: PubMed 24206669Smittenaar P, FitzGerald TH, Romei V, Wright ND, Dolan RJ. Disruption of dorsolateral prefrontal cortex decreases model-based in favor of model-free control in humans. Neuron. 2013 Nov 20;80(4):914-9. doi: 10.1016/j.neuron.2013.08.009. Epub 2013 Oct 24.
- Background: PubMed 26324872Siqueira L, Smith VC; COMMITTEE ON SUBSTANCE ABUSE. Binge Drinking. Pediatrics. 2015 Sep;136(3):e718-26. doi: 10.1542/peds.2015-2337.
- Background: PubMed 25934490Sellers KK, Mellin JM, Lustenberger CM, Boyle MR, Lee WH, Peterchev AV, Frohlich F. Transcranial direct current stimulation (tDCS) of frontal cortex decreases performance on the WAIS-IV intelligence test. Behav Brain Res. 2015 Sep 1;290:32-44. doi: 10.1016/j.bbr.2015.04.031. Epub 2015 Apr 28.
- Background: PubMed 27121289Rehm J, Shield KD, Roerecke M, Gmel G. Modelling the impact of alcohol consumption on cardiovascular disease mortality for comparative risk assessments: an overview. BMC Public Health. 2016 Apr 28;16:363. doi: 10.1186/s12889-016-3026-9.
- Background: PubMed 16120777Ostlund SB, Balleine BW. Lesions of medial prefrontal cortex disrupt the acquisition but not the expression of goal-directed learning. J Neurosci. 2005 Aug 24;25(34):7763-70. doi: 10.1523/JNEUROSCI.1921-05.2005.
- Background: PubMed 28931433Olsen RW, Liang J. Role of GABAA receptors in alcohol use disorders suggested by chronic intermittent ethanol (CIE) rodent model. Mol Brain. 2017 Sep 20;10(1):45. doi: 10.1186/s13041-017-0325-8.
- Background: PubMed 11283309Miller EK, Cohen JD. An integrative theory of prefrontal cortex function. Annu Rev Neurosci. 2001;24:167-202. doi: 10.1146/annurev.neuro.24.1.167.
- Background: PubMed 33356905McKim TH, Dove SJ, Robinson DL, Frohlich F, Boettiger CA. Addiction history moderates the effect of prefrontal 10-Hz transcranial alternating current stimulation on habitual action selection. J Neurophysiol. 2021 Mar 1;125(3):768-780. doi: 10.1152/jn.00180.2020. Epub 2020 Dec 23.
- Individual participant dataSharing planned: Yes. Brief summary of the assessment schedule for data that will eventually be shared with the NIAAADA: In this 3-visit study, eligibility is first determined at the screening and randomization visit; dried blood spot measures of inflammatory markers will also be collected. In visit 2, measures of baseline habitual action selection in the HABIT, structural MRI, baseline resting-state fMRI, and single-voxel MRS measuring GABA and glutamate/glutamine will be collected. At visit 3, resting-state EEG before and after 10Hz- or sham-tACS, as well as habitual action selection in the HABIT during 10Hz- or sham-tACS, as well as repeat structural and functional MRI and MRS, and dried blood spot collection following 10Hz- or sham-tACS will be collected. Demographic, psychometric, and substance-related information will be collected via REDCap at the participant's convenience. Data will be uploaded to the PI's NIMH Data Archive (NDA) account by established deadlines.
Related trials for Behavioral Flexibility
Recruiting
Wrist Injury Strengthening Exercise (WISE) Versus Usual Care Advice for Improving Pain and Function
Distal Radius Fracture, Colles Fracture
Active, not recruiting
Acceptance and Commitment Therapy-Based Group Psychotherapy for Chronic Headache
Chronic Headache
Enrolling by invitationPhase 2
Ketamine Effects on Learning In Eating Disorders
Anorexia Nervosa, Atypical Anorexia Nervosa
Active, not recruitingPhase 2
Novel and Conventional Interventions for Cognitive and Emotional Flexibility in Patient Trauma
Depression, Anxiety
Not yet recruiting
Exercise and Prolonged Fasting to Improve Brown Adipose Tissue Function in Postmenopausal Women
Cardiometabolic Diseases, Postmenopause
Referral and contact
AzTrials does not enrol participants or take referrals. Contact the study team or a site listed below; they decide who can take part. This study is not recruiting at the moment.
Charlotte A Boettiger, PhD principal investigator
University of North Carolina, Chapel Hill
1 site in 1 country: see every site and its status.
Questions about this trial
What is this clinical trial studying?
A study testing 10 Hz transcranial alternating current stimulation (tACS) in people with Behavioral Flexibility and Healthy Volunteers, run by University of North Carolina, Chapel Hill at 1 site in United States.
The full registered description is in the About this study section and the official record.
Who may be eligible to take part?
The sponsor lists 14 inclusion and 20 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.
Is this clinical trial currently recruiting?
The record says: stopped early, as of the sponsor's last update on 27 Mar 2026. Status can change between updates, so confirm with the study contact before making plans.
Where is the study taking place?
The record lists 1 site in United States. Whether a site is taking part right now should be confirmed with that site. See every site.
What are the possible benefits and risks?
They depend on the study and the treatment, and no study can promise a benefit. Some participants in this study may receive a placebo. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.
Are results available for this study?
Yes. Results are posted in the registry (first posted 27 Mar 2026). A summary is in the For doctors view, and the full results are on ClinicalTrials.gov.
How can a doctor refer a patient or contact the research team?
The record lists no contact. The official record names the sponsor, who can be asked directly. AzTrials does not enrol participants or take referrals.
What does the primary outcome measure?
Change in Proportion of Errors (time frame: Pre-stimulation (Session 2) up to 2 weeks before, post-stimulation (Session 3), immediately after). The study lists 2 primary outcomes in all. It is what the study was designed to measure, not a finding.
Where can I read the original study information?
On the ClinicalTrials.gov record for NCT06634771, which also lists 32 linked publications.
Does a listing mean the treatment is approved or proven to work?
No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.
How often is this information updated?
AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 27 Mar 2026.