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CompletedNCT03994120Updated Jul 6, 2022Results posted

Modulating the Hippocampal and Striatal Memory Networks With rTMS

An interventional study of RTMS in Normal Behavioral Patterns, sponsored by National Institute of Neurological Disorders and Stroke (NINDS). Completed at 1 site in United States. Open to participants aged 18 Years to 40 Years, including healthy volunteers. Per ClinicalTrials.gov, last updated 2022-07-06.

Sponsored by National Institute of Neurological Disorders and Stroke (NINDS) · Not applicable, Interventional, and Basic science

Phase
Not applicable
Study type
Interventional
Enrollment
13
Allocation
Randomized
Ages
18 Years to 40 Years
Sex
All
01

Study summary

Background:

People have 2 memory systems. One helps them learn skills and the other helps them learn facts. Repetitive transcranial magnetic stimulation (rTMS) uses electric currents to activate brain cells. This can make small changes in how brain systems operate. Researchers will use rTMS to change how memory systems work and to see if changing one system causes the other to change too. This could help find ways to improve learning and memory in people with memory disorders.

Objective:

To learn how different memory systems work with each other.

Eligibility:

Healthy adults ages 18-40 who are not pregnant

Design:

Potential participants will be screened with a neurological exam if they have not had one from NINDS in the past 2 years. They may have urine tests.

Eligible participants will have 5-10 visits at NIH. Each visit will last 1-6 hours. Visits 1-4 will each take place 1 day apart.

At visit 1, participants will have an MRI and take memory tests. For MRI, they will lie on a table that slides in and out of a cylinder that takes pictures of their brain. They will also have rTMS. For rTMS, a metal coil is held on their scalp. Brief electrical currents pass through the coil.

At visits 2 and 3, participants will have rTMS.

At visit 4, participants will have an MRI and do memory tests.

About a week later, participants will have visit 5. They will have an MRI and do memory tests. Participants may be asked to have more visits if any technical problems occur. Participant involvement will last 2 weeks.

...

Read the detailed description

Objective

The Behavioral Neurology Unit studies the human brain systems underlying learning and adaptation with the ultimate goal of finding interventions to make these processes more efficient. We are interested in whether repetitive transcranial magnetic stimulation (rTMS) can alter functional connectivity (FC) and behavioral efficiency in two memory networks in the brain: the hippocampal network, which supports the storage and retrieval of recallable facts, concepts, and events, and the striatal network, which supports the storage and retrieval of skills and habits. Additionally, because these networks interact behaviorally and can interfere with each other, an important question is whether neuromodulation of one network changes connectivity and efficiency in the other network. Pilot data from our group suggest that exogenous stimulation of one network causes it to expand its range of FC and co-opt resources from the other, which is a potential mechanism for the observed behavioral interaction. This study is designed to test a) whether rTMS- modulates within-network FC and memory supported by that network, and b) whether this also causes FC and behavioral changes in the other network.

Study population: Healthy Volunteers

Design

This study contains four between-subjects experiments and is a mixed inter/intra subject design. Experiment 1 will use nominally excitatory stimulation targeting the hippocampal network to increase FC within the hippocampal network. We also expect to increase FC between the hippocampal and striatal networks, increased declarative memory, and a possible decrease in procedural, learning. Experiment 2 will use excitatory stimulation targeted to the striatal network. We expect this to cause stronger within- network FC in the striatal network, increased FC between the hippocampus and the striatal network and concomitant behavioral effects. Experiments 3 and 4 will be similar except that we will target nominally inhibitory stimulation to these networks and look for the inverse results. FC will be measured under resting and task-activated conditions and active rTMS will be compared to vertex sham.

Outcome measures

The primary outcome measure is the change in FC produced by rTMS within the targeted network. Between-network FC changes and corresponding memory changes will be secondary outcomes. Exploratory measures will include correlations between individual cognitive differences (questionnaires and NIH Toolbox scores), and our primary and secondary outcome measures.

02

Conditions studied

  • Normal Behavioral Patterns

Keywords

  • Memory Systems
  • Repetitive Transcranial Magnetic Stimulation
  • Behavioral Efficiency
  • Hippocampal and Striatal Memory Networks
03

In context

Lead sponsor

National Institute of Neurological Disorders and Stroke (NINDS) is the lead sponsor of 592 studies on the registry; 56 are open to participants now.

Of its 18 completed or terminated interventional studies of FDA-regulated products, 8 (44%) have results posted.

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

04

Who can participate

Ages eligible
18 Years to 40 Years
Sexes eligible
All
Accepts healthy volunteers
Yes

Inclusion criteria

-Age 18-40 (inclusive)

Exclusion criteria

EXCLUSION CRITERIA:

  • Any current major neurological or psychiatric disorder such as (but not limited to) stroke, Parkinson disease, Alzheimer disease, schizophrenia or major depression
  • History of seizure
  • Medications acting on the central nervous system, such as those that lowers the seizure threshold such as neuroleptics, beta lactams, isoniazid, metronidazole; benzodiazepines, tricyclic or other antidepressants; or prescription stimulants.
  • Ferromagnetic metal in the cranial cavity or eye, implanted neural stimulator, cochlear implant, or ocular foreign body
  • Implanted cardiac pacemaker or auto-defibrillator or pump
  • Non-removable body piercing
  • Claustrophobia
  • Inability to lie supine for 2 hours
  • Pregnancy, or plans to become pregnant during the study.
  • Members of the NINDS BNU
  • Subjects that received rTMS under protocol 17-N-0055 are excluded in order avoid learning effects from previously being exposed to the same behavioral tasks
  • Subjects who have contraindications to MRI (we will follow the NMR Center guidelines for MR safety). Some of the exclusions are:
  • Have non-MRI compatible metal in the body, such as a cardiac pacemaker, brain stimulator, shrapnel, surgical metal, clips in the brain or on blood vessels, cochlear implants, artificial heart valves or ferromagnetic fragments in the eye or oral cavity as these make having an MRI unsafe.

    • Unable to lie flat on the back for the expected length of the experiment (2 hours).
    • Have an abnormality on the brain imaging or neurologic examination not related to the diagnosis.
    • Non-removable body piercing or
    • Pregnancy (urine pregnancy test)
05

Study design

Phase
Not applicable
Primary purpose
Basic science
Allocation
Randomized
Intervention model
Parallel assignment
Masking
Single (Participant)
Enrollment
13 participants (actual)

Study arms

  • Active comparator
    Motor Cortex rTMS

    Motor Cortex rTMS

    Other: RTMS

  • Active comparator
    PPC rTMS

    PPC rTMS

    Other: RTMS

  • Placebo comparator
    vertex rTMS

    vertex rTMS

    Other: RTMS

Interventions

  • OtherRTMS

    Altering the connectivity of trans-synaptic pathways

06

What researchers measure

Primary outcomes

  1. Change From Baseline in Resting-state Functional Connectivity Between the Caudate and the Caudate Network

    Participants underwent repetitive transcranial magnetic stimulation (rTMS) to the caudate network, which supports learning skills. rTMS uses electric currents to activate brain cells, which can temporarily change brain connections and memory. We measured how rTMS affects caudate network brain connectivity. These changes were observed with MRI. To measure brain connection strength, we calculated how closely neural activity correlates in the caudate network. We measured how rTMS affects connection strength before and 1 day after stimulation (immediate effects), and before and 14-21 days after stimulation (long-term effects) and then calculated the change as a Z-transformation score. A change in the Fisher Z-transformation correlation coefficient score of 0 suggests no difference in the connections between brain areas after rTMS; a score of \< 0 suggests a weakening of the connections between brain areas; and a score of \> 0 suggests a strengthening of the connections between brain areas.

    Time frame: Baseline, 1 day and 14-21 days after rTMS

  2. Change From Baseline in Task-based Functional Connectivity Between the Caudate and the Caudate Network

    Participants underwent repetitive transcranial magnetic stimulation (rTMS) to the targeted memory network, i.e., caudate network. rTMS uses electric currents to activate brain cells, which can temporarily change brain connections and memory. We measured how rTMS affects caudate network brain connectivity on MRI during a Weather Prediction Task. To measure brain connection strength, we calculated how closely neural activity correlates in the caudate network. We measured how rTMS affects connection strength and skill learning by measuring them before and 1 day after stimulation (immediate effects), and before and 14-21 days after stimulation (long-term effects) and then calculated the change as a Z-transformation score. A change in the Fisher Z-transformation score of 0 suggests no difference in the connections between brain areas; a score of \< 0 suggests a weakening of the connections between brain areas; and a score of \> 0 suggests a strengthening of connections between brain areas.

    Time frame: Baseline, one day and 14-21 days after rTMS

Secondary outcomes

  1. Feedback Weather Prediction Task (WPT-F)

    The Feedback Weather Prediction Task (WPT-F) tests the participant's ability to learn an association by trial and error. One, two, or three-card combinations of four possible cards are presented on a computer and the subject is asked to predict the "weather;" i.e. whether it will be rainy or sunny. After each prediction, the subject receives corrective feedback. Each card is independently associated with one outcome with a fixed probability. Participants learn the probabilistic relationship between stimuli and outcomes through feedback (reward). The WPT-F was administered during the MRI session at three time periods, i.e., prior to rTMS, one day after rTMS, and 14-21 days after rTMS. The proportion of trials where the participant selected the best option, i.e., the option most tightly linked to reward, was calculated at each visit. Changes in scores between baseline and one day after and 14-21 days after rTMS were calculated.

    Time frame: Changes are calculated before and one day after rTMS and before and 14-21 days after rTMS

  2. Observational Weather Prediction Task (WPT-O)

    The Observational Weather Prediction Task (WPT-O) is a paired associates test where the cue and feedback are displayed on the screen together. After all pairs are shown the cards are again shown and the participant is asked to remember which feedback outcome (sun or rain) is paired with that set of cards. Participants learn the pairing between sets of stimuli and one of two outcomes through memorization. The WPT-O was administered during the MRI session at three time periods, i.e., prior to rTMS, one day after rTMS, and 14-21 days after rTMS. The proportion of trials where the participant accurately remembered the pair, was calculated at each visit. Changes in scores between baseline and one day after and 14-21 days after rTMS will be calculated.

    Time frame: Changes are calculated before and one day after rTMS and before and 14-21 days after rTMS

  3. Change From Baseline in Resting-state Functional Connectivity Between the Caudate and the Hippocampal Network

    Participants underwent repetitive transcranial magnetic stimulation (rTMS) to the hippocampal network, which supports learning skills. rTMS uses electric currents to activate brain cells, which can temporarily change brain connections and memory. We measured how rTMS affects hippocampal network brain connectivity. These changes can be observed with MRI. To measure brain connection strength, we calculated how closely neural activity correlates in the hippocampal network. We measured how rTMS affects connection strength before and 1 day after stimulation (immediate effects), and before and 14-21 days after stimulation (long-term effects) and then calculated the change as a Z-transformation score. A change in the Fisher Z-transformation score of 0 suggests no difference in the connections between brain areas after rTMS; a score of \< 0 suggests a weakening of the connections between brain areas; and a score of \> 0 suggests a strengthening of the connections between brain areas.

    Time frame: Baseline, one day and 14-21 days after rTMS

  4. Change From Baseline in Task-based Functional Connectivity Between the Caudate and the Hippocampal Network

    Participants underwent repetitive transcranial magnetic stimulation (rTMS) to the targeted memory network, i.e., hippocampal network. rTMS uses electric currents to activate brain cells, and this can temporarily change brain connections and memory. We measured how rTMS affects hippocampal network brain connectivity on MRI during a Weather Prediction Task. To measure brain connection strength, we calculated how closely neural activity correlates in the hippocampal network. We measured how rTMS affects connection strength and skill learning before and 1 day after stimulation (immediate effects), and before and 14-21 days after stimulation (long-term effects) and then calculated the change as a Z-transformation score. A change in the Fisher Z-transformation score of 0 suggests no difference in the connections between brain areas; a score of \< 0 suggests a weakening of the connections between brain areas; and a score of \> 0 suggests a strengthening of the connections between brain areas.

    Time frame: Baseline, one day and 14-21 days after rTMS

07

Results

Posted Jun 14, 2022

Participant flow

Healthy Volunteers were recruited and enrolled between September 2019 and March 2020 through the NIH Recruitment Office.

Participant flow — Overall Study
MilestoneMotor Cortex StimulationVertex Stimulation
Started76
Completed45
Not completed31
Withdrew: Lost to follow-up31

Outcome measures

PrimaryChange From Baseline in Resting-state Functional Connectivity Between the Caudate and the Caudate Network

Participants underwent repetitive transcranial magnetic stimulation (rTMS) to the caudate network, which supports learning skills. rTMS uses electric currents to activate brain cells, which can temporarily change brain connections and memory. We measured how rTMS affects caudate network brain connectivity. These changes were observed with MRI. To measure brain connection strength, we calculated how closely neural activity correlates in the caudate network. We measured how rTMS affects connection strength before and 1 day after stimulation (immediate effects), and before and 14-21 days after stimulation (long-term effects) and then calculated the change as a Z-transformation score. A change in the Fisher Z-transformation correlation coefficient score of 0 suggests no difference in the connections between brain areas after rTMS; a score of \< 0 suggests a weakening of the connections between brain areas; and a score of \> 0 suggests a strengthening of the connections between brain areas.

Time frame:
Baseline, 1 day and 14-21 days after rTMS
Reported as:
Mean · Fisher Z-Transformation Score
Change From Baseline in Resting-state Functional Connectivity Between the Caudate and the Caudate Network
Fisher Z-Transformation ScoreMotor Cortex StimulationVertex Stimulation
Change one day after rTMS-0.073 ± 0.073-0.021 ± 0.046
Change 14-21 days after rTMS-0.029 ± 0.004-0.007 ± 0.048
PrimaryChange From Baseline in Task-based Functional Connectivity Between the Caudate and the Caudate Network

Participants underwent repetitive transcranial magnetic stimulation (rTMS) to the targeted memory network, i.e., caudate network. rTMS uses electric currents to activate brain cells, which can temporarily change brain connections and memory. We measured how rTMS affects caudate network brain connectivity on MRI during a Weather Prediction Task. To measure brain connection strength, we calculated how closely neural activity correlates in the caudate network. We measured how rTMS affects connection strength and skill learning by measuring them before and 1 day after stimulation (immediate effects), and before and 14-21 days after stimulation (long-term effects) and then calculated the change as a Z-transformation score. A change in the Fisher Z-transformation score of 0 suggests no difference in the connections between brain areas; a score of \< 0 suggests a weakening of the connections between brain areas; and a score of \> 0 suggests a strengthening of connections between brain areas.

Time frame:
Baseline, one day and 14-21 days after rTMS
Reported as:
Mean · Fisher Z-Transformation score
Change From Baseline in Task-based Functional Connectivity Between the Caudate and the Caudate Network
Fisher Z-Transformation scoreMotor Cortex StimulationVertex Stimulation
Changes one day after rTMS0.028 ± 0.107-0.083 ± 0.115
Changes 14-21 days after rTMS0.121 ± 0.026-0.026 ± 0.094
SecondaryFeedback Weather Prediction Task (WPT-F)

The Feedback Weather Prediction Task (WPT-F) tests the participant's ability to learn an association by trial and error. One, two, or three-card combinations of four possible cards are presented on a computer and the subject is asked to predict the "weather;" i.e. whether it will be rainy or sunny. After each prediction, the subject receives corrective feedback. Each card is independently associated with one outcome with a fixed probability. Participants learn the probabilistic relationship between stimuli and outcomes through feedback (reward). The WPT-F was administered during the MRI session at three time periods, i.e., prior to rTMS, one day after rTMS, and 14-21 days after rTMS. The proportion of trials where the participant selected the best option, i.e., the option most tightly linked to reward, was calculated at each visit. Changes in scores between baseline and one day after and 14-21 days after rTMS were calculated.

Time frame:
Changes are calculated before and one day after rTMS and before and 14-21 days after rTMS
Reported as:
Mean · Proportion change in score
Feedback Weather Prediction Task (WPT-F)
Proportion change in scoreMotor Cortex StimulationVertex Stimulation
Changes one day after rTMS0.003 ± 0.167-0.109 ± 0.153
Changes 14-21 days after rTMS-0.040 ± 0.151-0.198 ± 0.211
SecondaryObservational Weather Prediction Task (WPT-O)

The Observational Weather Prediction Task (WPT-O) is a paired associates test where the cue and feedback are displayed on the screen together. After all pairs are shown the cards are again shown and the participant is asked to remember which feedback outcome (sun or rain) is paired with that set of cards. Participants learn the pairing between sets of stimuli and one of two outcomes through memorization. The WPT-O was administered during the MRI session at three time periods, i.e., prior to rTMS, one day after rTMS, and 14-21 days after rTMS. The proportion of trials where the participant accurately remembered the pair, was calculated at each visit. Changes in scores between baseline and one day after and 14-21 days after rTMS will be calculated.

Time frame:
Changes are calculated before and one day after rTMS and before and 14-21 days after rTMS
Reported as:
Mean · Proportion change in score
Observational Weather Prediction Task (WPT-O)
Proportion change in scoreMotor Cortex StimulationVertex Stimulation
Changes one day after rTMS-0.026 ± 0.107-0.150 ± 0.165
Changes 14-21 days after rTMS-0.005 ± 0.087-0.027 ± 0.049
SecondaryChange From Baseline in Resting-state Functional Connectivity Between the Caudate and the Hippocampal Network

Participants underwent repetitive transcranial magnetic stimulation (rTMS) to the hippocampal network, which supports learning skills. rTMS uses electric currents to activate brain cells, which can temporarily change brain connections and memory. We measured how rTMS affects hippocampal network brain connectivity. These changes can be observed with MRI. To measure brain connection strength, we calculated how closely neural activity correlates in the hippocampal network. We measured how rTMS affects connection strength before and 1 day after stimulation (immediate effects), and before and 14-21 days after stimulation (long-term effects) and then calculated the change as a Z-transformation score. A change in the Fisher Z-transformation score of 0 suggests no difference in the connections between brain areas after rTMS; a score of \< 0 suggests a weakening of the connections between brain areas; and a score of \> 0 suggests a strengthening of the connections between brain areas.

Time frame:
Baseline, one day and 14-21 days after rTMS
Reported as:
Mean · Fisher Z-Transformation score
Change From Baseline in Resting-state Functional Connectivity Between the Caudate and the Hippocampal Network
Fisher Z-Transformation scoreMotor Cortex StimulationVertex Stimulation
Changes one day after rTMS-0.054 ± 0.073-0.049 ± 0.080
Changes 14-21 days after rTMS-0.093 ± 0.013-0.024 ± 0.033
SecondaryChange From Baseline in Task-based Functional Connectivity Between the Caudate and the Hippocampal Network

Participants underwent repetitive transcranial magnetic stimulation (rTMS) to the targeted memory network, i.e., hippocampal network. rTMS uses electric currents to activate brain cells, and this can temporarily change brain connections and memory. We measured how rTMS affects hippocampal network brain connectivity on MRI during a Weather Prediction Task. To measure brain connection strength, we calculated how closely neural activity correlates in the hippocampal network. We measured how rTMS affects connection strength and skill learning before and 1 day after stimulation (immediate effects), and before and 14-21 days after stimulation (long-term effects) and then calculated the change as a Z-transformation score. A change in the Fisher Z-transformation score of 0 suggests no difference in the connections between brain areas; a score of \< 0 suggests a weakening of the connections between brain areas; and a score of \> 0 suggests a strengthening of the connections between brain areas.

Time frame:
Baseline, one day and 14-21 days after rTMS
Reported as:
Mean · Fisher Z-Transformation score
Change From Baseline in Task-based Functional Connectivity Between the Caudate and the Hippocampal Network
Fisher Z-Transformation scoreMotor Cortex StimulationVertex Stimulation
Changes one day after rTMS0.027 ± 0.165-0.066 ± 0.181
Changes 14-21 days after rTMS-0.168 ± 0.0250.034 ± 0.176

Adverse events

Collected over 21 days. Non-serious events are listed at a 0% frequency threshold.

Adverse event summary by group
GroupDeathsSeriousOther
Motor Cortex Stimulation0/4 (0%)0/4 (0%)0/4 (0%)
Vertex Stimulation0/5 (0%)0/5 (0%)0/5 (0%)

Baseline characteristics

Age, Categorical
Age, Categorical(Participants)Motor Cortex StimulationVertex StimulationTotal
<=18 years000
Between 18 and 65 years459
>=65 years000
Sex: Female, Male
Sex: Female, Male(Participants)Motor Cortex StimulationVertex StimulationTotal
Female145
Male314
Ethnicity (NIH/OMB)
Ethnicity (NIH/OMB)(Participants)Motor Cortex StimulationVertex StimulationTotal
Hispanic or Latino202
Not Hispanic or Latino257
Unknown or Not Reported000
Race (NIH/OMB)
Race (NIH/OMB)(Participants)Motor Cortex StimulationVertex StimulationTotal
American Indian or Alaska Native000
Asian011
Native Hawaiian or Other Pacific Islander000
Black or African American022
White325
More than one race000
Unknown or Not Reported101
08

Study locations

1 site
  • National Institutes of Health Clinical Center
    Bethesda, Maryland 20892, United States
09

References and documents

Study documents

  • Protocol and statistical analysis plan · Oct 23, 2020

Documents are hosted by the registry — open the source record to download them.

10

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Jul 6, 2022, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
11

Registry details

Key details

Study ID
NCT03994120
Lead sponsor
National Institute of Neurological Disorders and Stroke (NINDS)
Responsible party
Sponsor
First posted
Jun 21, 2019
Start date
Sep 26, 2019
Primary completion
Mar 24, 2021
Completion
Mar 24, 2021
Results posted
Jun 14, 2022
Last update
Jul 6, 2022

Study contacts

Eric M Wassermann, M.D.
principal investigator · National Institute of Neurological Disorders and Stroke (NINDS)

Oversight

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

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