Neuromodulation of Memory in Aging
TMS-AD
Adaptive Neuromodulation of Working Memory Networks in Aging and Dementia
1 other identifier
interventional
150
1 country
1
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
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable
Started Mar 2024
Longer than P75 for not_applicable
1 active site
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
First Submitted
Initial submission to the registry
June 6, 2022
CompletedFirst Posted
Study publicly available on registry
July 15, 2022
CompletedStudy Start
First participant enrolled
March 28, 2024
CompletedPrimary Completion
Last participant's last visit for primary outcome
June 30, 2027
ExpectedStudy Completion
Last participant's last visit for all outcomes
June 30, 2027
October 14, 2025
October 1, 2025
3.3 years
June 6, 2022
October 9, 2025
Conditions
Keywords
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
EXPERIMENTALThree 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.
TMS-Ordered
EXPERIMENTALThree 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.
TMS-Sham
SHAM COMPARATORThree 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.
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.
Eligibility Criteria
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
- Duke Universitylead
- National Institute on Aging (NIA)collaborator
Study Sites (1)
Duke University Hospital
Durham, North Carolina, 27710, United States
MeSH Terms
Conditions
Interventions
Condition Hierarchy (Ancestors)
Intervention Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Simon W Davis, PhD
Duke University
- PRINCIPAL INVESTIGATOR
Andy Liu, MD
Duke University
Central Study Contacts
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
- 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