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MemoryNCT04402294

Individualized Closed Loop TMS for Working Memory Enhancement

A study testing Functional Magnetic Resonance Imaging (fMRI) and Repetitive Transcranial Magnetic Stimulation (rTMS) in people with Memory, run by University of Pennsylvania at 1 site in United States.

Completed

Finished. The study has ended and is not enrolling. Results may be posted on the official record.

Official record
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Trial summary

The study is investigating working memory brain states by using transcranial magnetic stimulation (TMS) in combination with functional magnetic resonance imaging (fMRI). The study uses a novel, individualized targeting approach for TMS based on each subject's individual multi-modal fMRI data. Read more about this study

Who is it for?
Ages 18 to 60 yearsHealthy volunteers can take part
Conditions the study is for
Memory
What is being tested?
Functional Magnetic Resonance Imaging (fMRI) and Repetitive Transcranial Magnetic Stimulation (rTMS)
Type of treatment
Medical device
Could I receive a placebo?
No, everyone receives an active treatment
How many people
27 participants
Where
1 siteUnited States
Study dates
24 Nov 2021to 13 Jun 2024
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 18 to 60 years
  • All sexes
  • Healthy volunteers accepted
  • Adult

Who may be able to join

  • 1)18-60 years old 2) Right handed 3) No psychiatric history as diagnosed by the SCID-V 4) Normal cognition 5) Capacity to give informed consent and follow study procedures 6) Sufficient command of English language to understand and respond to written as well as verbal instructions

Who cannot join

  • History of neurological disorder or traumatic brain injury (other than mild)
  • Unable to have an MRI scan, or current or prior medical condition that could interfere with the collection or interpretation of MRI data
  • Unable to receive TMS
  • Implanted devices, such as an aneurysm clip or cardiac pacemaker
  • History of stroke, epilepsy, or brain scarring
  • Recent use of psychoactive medications, as determined by investigators
Show all 9Show fewer
  • Pregnant, nursing, or trying to become pregnant (self-attestation alone)
  • Color blindness
  • Otherwise determined by investigator to be unfit for study

Trial locations and contacts

1 site in 1 country.

United States1 site
  • University of Pennsylvania

    Philadelphia, Pennsylvania, 19104

Other trials in United States

About this study

Official title: Individualized Closed Loop Transcranial Magnetic Stimulation (TMS) for Working Memory Enhancement

The study is investigating working memory brain states by using transcranial magnetic stimulation (TMS) in combination with functional magnetic resonance imaging (fMRI). The study uses a novel, individualized targeting approach for TMS based on each subject's individual multi-modal fMRI data. The individualized target will be stimulated in a TMS/ fMRI imaging session to investigate working memory states and optimal stimulation frequencies.

Read the detailed description

Prior to any study visits, all subjects will be pre-screened through a REDCap online self-report screening REDCap. The study involves 11 study visits.

The first study visit will consist of a consenting and extended screening visit. All participants will have the opportunity to ask questions before signing the electronic consent form. We will complete a semi-structured clinical interview and will demonstrate TMS to ensure the participant is comfortable with all study procedures. This visit will be completed both remote and in-person.

The second study visit will involve a 1-hour MRI scan. During the scan, the participant will complete multiple computerized tasks. The MRI scan will include both structural and functional scans, and those scans will be used to localize the stimulation target for the subsequent sessions.

The third study visit will be a 2-hour TMS/fMRI session, and the participant will engage in behavioral tasks while interleaved rTMS rounds are delivered at different excitatory frequencies (frequency range:

2Hz-20Hz). This scan will be used to determine the optimal stimulation frequency for the individual participant.

The fourth, fifth, and sixth study visits will involve neuromodulation with either the optimized frequency or the frequency least successful in moving a participants brain state, as determined from the third study visit. Each subject will receive ~3000 pulses in each session, including the pulses from the motor threshold determination. We will determine the stimulation amplitude by using the Stokes equation, which accounts for differences in cortical distance from the site relative to motor cortex (where the motor threshold is found).

The seventh study visit will involve a 1-hour TMS/fMRI session while the participant is engaging in a behavioral task. This visit is designed to examine brain and behavioral changes after the first round of neuromodulation.

The seventh and the eighth visit will be scheduled at least one week apart.

The eighth, ninth, and tenth study visits will mirror the fourth, fifth, and sixth study visits and will involve neuromodulation with either the optimized or least-optimized individual frequency. The order of optimized and least-optimized frequencies will be counterbalanced across participants between Visit 4-6 and Visit 8-10 (i.e., half of the participants will receive stimulations of the two frequencies in one order, and the other half will receive stimulations of the two frequencies in the reverse order). The eleventh visit will mirror the seventh visit and will examine brain and behavioral changes after the second round of neuromodulation.

Conditions
Memory
Being tested
Functional Magnetic Resonance Imaging (fMRI), Repetitive Transcranial Magnetic Stimulation (rTMS)
Keywords
memory, healthy, TMS, MRI

What participants receive

What participants receive. In a randomised study each person is assigned to one group by chance.

  • Functional Magnetic Resonance Imaging (fMRI)Diagnostic test

    Participants undergo resting-state and task-based fMRI to identify individualized transcranial magnetic stimulation (TMS) targets and determine optimal and sub-optimal stimulation frequencies. Additional fMRI scans are performed after each neuromodulation phase to assess changes following three days of stimulation at the optimal and sub-optimal frequencies.

  • Repetitive Transcranial Magnetic Stimulation (rTMS)Device

    Participants first receive multiple rTMS frequencies during an fMRI scan to assess brain responses and determine individualized optimal and sub-optimal stimulation frequencies. They then complete two neuromodulation intervention periods, receiving rTMS at the identified optimal and sub-optimal frequencies. Each frequency is administered over three consecutive days, with the order of conditions randomized and counterbalanced.

Study groups in NCT04402294
Study groupRoleWhat they receive
Optimized TMS frequency, Then Sub-Optimal TMS FrequencyExperimentalIn the first neuromodulation session, participants will receive rTMS using their optimal TMS frequency. After washout period of 1 week (minimum), the participants will start their second neuromodulation session using their sub-optimal TMS frequency instead.
Receives: Diagnostic Test: Functional Magnetic Resonance Imaging (fMRI); Device: Repetitive Transcranial Magnetic Stimulation (rTMS)
Sub-Optimal TMS Frequency, Then Optimized TMS frequencyExperimentalIn the first neuromodulation session, participants will receive rTMS using their sub-optimal TMS frequency. After washout period of 1 week (minimum), the participants will start their second neuromodulation session using their optimal TMS frequency instead.
Receives: Diagnostic Test: Functional Magnetic Resonance Imaging (fMRI); Device: Repetitive Transcranial Magnetic Stimulation (rTMS)

What is being measured

The primary outcome is the main question the study is designed to answer.

  1. Reaction Time Changes During N-Back Task in Responses to Different TMS Frequencies

    During the TMS/fMRI scan, participants perform a working memory task (N-back). To evaluate how different repetitive TMS frequencies (5, 10, and 20 Hz) impact reaction time during N-back task, each rTMS train is followed by a block of the N-back task. A decoder identifies one frequency as optimal frequency and another as suboptimal frequency. Reaction Time during optimal, suboptimal, and no stimulation condition is assessed by taking average of reaction time on accurate trials with faster reaction times indicating better performance.

    Measured: Single visit (~2 hours)

  2. Accuracy Changes During N-Back Task in Responses to Different TMS Frequencies

    During the TMS/fMRI scan, participants perform a working memory task (N-back). To evaluate how different repetitive TMS frequencies (5, 10, and 20 Hz) impact accuracy during N-back task, each rTMS train is followed by a block of the N-back task. A decoder identifies one frequency as optimal frequency and another as suboptimal frequency. Accuracy during optimal, suboptimal, and no stimulation condition is assessed by taking average of all the trials with better accuracy indicating better performance.

    Measured: Single visit (~2 hours)

  3. Reaction Time Changes in the Delayed Matching to Sample Task Following Optimal vs. Suboptimal rTMS Stimulation

    Each subject completes two 3-day neuromodulation sessions, one using their 'optimal' rTMS frequency, and the other using their 'suboptimal' rTMS frequency, as determined by their TMS/fMRI visit. After each neuromodulation session, subjects complete a working memory task (Delayed Match to Sample). The delay period reflects how long participants can retain the information in working memory. Common delay periods used in research, including our study, are 0 seconds, 4 seconds, and 12 seconds.The outcome measure shows the reaction time for each of these variables.

    Measured: Up to 1 month

  4. Accuracy Changes in the Delayed Matching to Sample Task Following Optimal vs. Suboptimal rTMS Stimulation

    Each subject completes two 3-day neuromodulation sessions, one using their 'optimal' rTMS frequency, and the other using their 'suboptimal' rTMS frequency, as determined by their TMS/fMRI visit. After each neuromodulation session, subjects complete a working memory task (Delayed Match to Sample). The delay period reflects how long participants can retain the information in working memory. Common delay periods used in research, including our study, are 0 seconds, 4 seconds, and 12 seconds.The outcome measure shows the accuracy for each of these variables.

    Measured: Up to 1 month

Secondary outcomes (2)
  1. Reaction Time Changes in the Reaction Time Index Task Following Optimal vs. Suboptimal rTMS Stimulation

    Each subject completes two 3-day neuromodulation sessions, one using their 'optimal' rTMS frequency, and the other using their 'suboptimal' rTMS frequency, as determined by their TMS/fMRI visit. After each neuromodulation session, subjects complete a reaction time index task that acted as a control task. The outcome measure shows the reaction time.

    Measured: Up to 1 month

  2. Movement Time Changes in the Reaction Time Index Task Following Optimal vs. Suboptimal rTMS Stimulation

    Each subject completes two 3-day neuromodulation sessions, one using their 'optimal' rTMS frequency, and the other using their 'suboptimal' rTMS frequency, as determined by their TMS/fMRI visit. After each neuromodulation session, subjects complete a reaction time index task that acted as a control task. The outcome measure shows the movement time.

    Measured: Up to 1 month

Timeline

From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.

  1. First posted26 May 2020
  2. Study start24 Nov 2021
  3. Primary completion13 Jun 2024
  4. Study completion13 Jun 2024

Resources

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
Crossover
Model description
Task and resting fMRI will be used to determine an individualized brain target for each participant. In a subsequent session, participants will complete a task fMRI with repetitive TMS neuromodulation; during this session, various stimulation protocols will be interleaved with working memory task blocks to result in online brain readouts of the degree in which modulation affected the brain state in regards to working memory performance. Based on this testing, an optimal and sub-optimal TMS stimulation frequency will be determined for each individual participant. Each frequency will be administered separately across three stimulation days using a crossover design, with the order of frequencies being randomized and counterbalanced. Therefore, each subject will receive six days of TMS stimulation: three using the optimal frequency, and three using the sub-optimal frequency. The initial TMS/ task fMRI testing session will be completed at the midpoint and end of the study.
Masking
Single blind
Who is masked
Participant
Enrolment
27 participants (actual)
IDs, dates and publications
ClinicalTrials.gov ID
NCT04402294
Sponsor's protocol ID
832891
Other IDs
R01MH120811-05
Status last verified
Jul 2025
First submitted
4 May 2020
Last updated
17 Jul 2025
Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
Yes
Individual data sharing
No

Publications

  • Khan A, Li H, Blaine C, Grier J, Hammett E, Figueroa-Gonzalez A, Garcia S, Duprat R, Reber J, Deluisi J, Davatzikos C, Satterthwaite TD, Fan Y, Oathes DJ. Personalized Network-Guided Neuromodulation Enhances Human Working Memory. Adv Sci (Weinh). 2026 Jun 12:e23009. doi: 10.1002/advs.202523009. Online ahead of print.

    PubMed 42284508

Questions about this trial

What is this clinical trial studying?

A study testing Functional Magnetic Resonance Imaging (fMRI) and Repetitive Transcranial Magnetic Stimulation (rTMS) in people with Memory, run by University of Pennsylvania 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 1 inclusion and 9 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: finished, as of the sponsor's last update on 17 Jul 2025. 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. 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 17 Jul 2025). 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?

Reaction Time Changes During N-Back Task in Responses to Different TMS Frequencies (time frame: Single visit (~2 hours)). The study lists 4 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 NCT04402294, which also lists 1 linked publication.

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 17 Jul 2025.

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