NCT05460468

Brief Summary

The proposed research will use closed-loop transcranial magnetic stimulation (TMS) based on individualized brain networks to establish parameters that can reliably control brain states. This will be tested in healthy aging and mild cognitive impairment (MCI) cohorts. The investigators will study network activation and neural oscillatory mechanisms underlying the network that regulates working memory and then target this network using closed-loop TMS to the Prefrontal Cortex. Investigators will measure the impact of TMS on working memory performance and task-based neural activity. The project will use brain stimulation and network modeling techniques to enhance working memory in healthy older adults and MCI and will demonstrate the value of closed-loop, network-guided TMS for future clinical applications.

Trial Health

77
On Track

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Enrollment
150

participants targeted

Target at P75+ for not_applicable

Timeline
14mo left

Started Mar 2024

Longer than P75 for not_applicable

Geographic Reach
1 country

1 active site

Status
recruiting

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

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Study Timeline

Key milestones and dates

Study Progress65%
Mar 2024Jun 2027

First Submitted

Initial submission to the registry

June 6, 2022

Completed
1 month until next milestone

First Posted

Study publicly available on registry

July 15, 2022

Completed
1.7 years until next milestone

Study Start

First participant enrolled

March 28, 2024

Completed
3.3 years until next milestone

Primary Completion

Last participant's last visit for primary outcome

June 30, 2027

Expected
Same day until next milestone

Study Completion

Last participant's last visit for all outcomes

June 30, 2027

Last Updated

October 14, 2025

Status Verified

October 1, 2025

Enrollment Period

3.3 years

First QC Date

June 6, 2022

Last Update Submit

October 9, 2025

Conditions

Keywords

TMSTranscranial Magnetic StimulationMemory

Outcome Measures

Primary Outcomes (4)

  • Working Memory Task

    The difference in memory accuracy between TMS conditions (random vs. ordered vs. sham stimulation) on a working memory task. Each trial of the task consists of stimulus presentation of an array of letters, a delay period in which subjects alphabetize the letters, and probe period where subjects indicate whether the number corresponds to the alphabetized position of the letter probe presented. Memory is subsequently assessed as a function of TMS condition.

    Collected during TMS-EEG (Day 4)

  • Functional network connectivity

    Functional network connectivity/activity is estimated by comparing the hemodynamic time courses of two or more regions of the brain. The correlation between the time courses of each pair of regions is termed functional network connectivity. The Working Memory Network (WMN) is identified by comparing fMRI-based functional network connectivity for high vs low working memory load (e.g., remembering 4 versus 3 items).

    Collected during the initial neuroimaging session (Day 2)

  • Vascular density (VAD)

    This measure of neurovascular brain health, vascular density (VAD), as estimated by an automated method of segmenting veins with a magnetic resonance imaging (MRI) sequence known as susceptibility weighted imaging. This measure can be used to estimate the dilation of cerebral veins, and therefore VAD.

    Collected during the second neuroimaging session (Day 3)

  • EEG-based connectivity

    EEG data will be source reconstructed to a fine-grained grid and timecourses of the solution points are averaged per region and per subject. The imaginary part of the coherence (iCoh) of averaged EEG source signals will be assessed within the alpha and theta frequency bands to build EEG-based connectivity matrices ("connectomes") for alpha- and theta-based connectivity, for each subject.

    Collected during TMS-EEG (Day 4)

Secondary Outcomes (7)

  • Montreal Cognitive Assessment (MoCA)

    Collected during the initial screening visit (Day 1)

  • National Institutes of Health (NIH) Toolbox Cognitive Battery

    Collected during the initial screening visit (Day 1)

  • Hopkins Verbal Learning Test (HVLT-2)

    Collected during the initial screening visit (Day 1)

  • Brief Visuospatial Memory Test (BVMT-R)

    Collected during the initial screening visit (Day 1)

  • Number Span Forwards/ Backwards

    Collected during the initial screening visit (Day 1)

  • +2 more secondary outcomes

Study Arms (3)

TMS-Randomized

EXPERIMENTAL

Three different closed-loop conditions will be tested, each triggered by the presence of a sustained period of alpha-band power. In the first condition, arrhythmic TMS trains with a stochastic (randomized) inter-pulse interval, will be used to disrupt cortical alpha oscillations and thus be expected to enhance memory performance.

Device: Transcranial Magnetic Stimulation

TMS-Ordered

EXPERIMENTAL

Three different closed-loop conditions will be tested, each triggered by the presence of a sustained period of alpha-band power. In the second condition, rhythmic (ordered) alpha-frequency TMS trains, with the expectation that this alpha stimulation will further entrain a synchronization during the task and thereby worsen memory performance.

Device: Transcranial Magnetic Stimulation

TMS-Sham

SHAM COMPARATOR

Three different closed-loop conditions will be tested, each triggered by the presence of a sustained period of alpha-band power. In a third condition, sham stimulation will be delivered at the same randomized inter-pulse interval, but with no TMS delivered to the brain.

Device: Transcranial Magnetic Stimulation

Interventions

Transcranial magnetic stimulation (TMS) is a noninvasive procedure that uses magnetic fields to stimulate nerve cells in the brain to improve a variety of cognitive conditions, and to probe the dynamics of normal brain function.

Also known as: TMS rTMS
TMS-OrderedTMS-RandomizedTMS-Sham

Eligibility Criteria

Age18 Years - 75 Years
Sexall
Healthy VolunteersYes
Age GroupsAdult (18-64), Older Adult (65+)

You may qualify if:

  • English Speaking
  • Willing to provide consent

You may not qualify if:

  • History of any Axis I DSM-V disorder, excluding major depressive disorder or generalized anxiety disorders
  • Current history of substance abuse or dependence (excluding nicotine)
  • Intracranial implants (e.g. aneurysms clips, shunts, stimulators, cochlear implants, or electrodes), cardiac pacemakers, or vagus Nerve stimulation device
  • Increased risk of seizure for any reason, including prior diagnosis of epilepsy, seizure disorder, increased intracranial pressure, or history of significant head trauma with loss of consciousness for ≥ 5 minutes.
  • Neurological disorder including, but not limited to: space occupying brain lesion; any history of seizures, history of cerebrovascular accident; fainting, cerebral aneurysm, Dementia, Hungtington chorea; Multiple Sclerosis.
  • Current use of medications known to lower the seizure threshold and/or affect working memory

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

Duke University Hospital

Durham, North Carolina, 27710, United States

RECRUITING

MeSH Terms

Conditions

Cognitive Dysfunction

Interventions

Transcranial Magnetic Stimulation

Condition Hierarchy (Ancestors)

Cognition DisordersNeurocognitive DisordersMental Disorders

Intervention Hierarchy (Ancestors)

Magnetic Field TherapyTherapeutics

Study Officials

  • Simon W Davis, PhD

    Duke University

    PRINCIPAL INVESTIGATOR
  • Andy Liu, MD

    Duke University

    PRINCIPAL INVESTIGATOR

Central Study Contacts

Simon W Davis, PhD

CONTACT

Emily Finch, BA

CONTACT

Study Design

Study Type
interventional
Phase
not applicable
Allocation
NON RANDOMIZED
Masking
SINGLE
Who Masked
PARTICIPANT
Masking Details
This is a within-subjects design, such that both active and sham stimulation (i.e., masking) trials will occur in all subjects.
Purpose
BASIC SCIENCE
Intervention Model
SINGLE GROUP
Model Details: The study has three Aims and thus three models. For Aim 1, the primary outcome measure is fMRI BOLD. Researchers will estimate the dose-response relationship between TMS intensity and BOLD response in two cortical sites for response to TMS. For Aim 2 the primary outcome measure is impact of closed-loop TMS treatment on working memory task performance. For Aim 3, the primary outcome measure is the strength of mediation of brain health (e.g., vascular density) predictors of cognition.
Sponsor Type
OTHER
Responsible Party
SPONSOR

Study Record Dates

First Submitted

June 6, 2022

First Posted

July 15, 2022

Study Start

March 28, 2024

Primary Completion (Estimated)

June 30, 2027

Study Completion (Estimated)

June 30, 2027

Last Updated

October 14, 2025

Record last verified: 2025-10

Data Sharing

IPD Sharing
Will not share

Locations