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CompletedNCT03050801Updated Apr 12, 2021Results posted

Functional Connectivity as a Biomarker of rTMS

A Phase 1/2 interventional study of rTMS in Traumatic Brain Injury, sponsored by National Institute of Neurological Disorders and Stroke (NINDS). Completed at 1 site in United States. Open to participants aged 18 Years to 50 Years, including healthy volunteers. Per ClinicalTrials.gov, last updated 2021-04-12.

Sponsored by National Institute of Neurological Disorders and Stroke (NINDS) · Phase 1/2, Interventional, and Treatment

Phase
Phase 1/2
Study type
Interventional
Enrollment
68
Allocation
Randomized
Ages
18 Years to 50 Years
Sex
All
01

Study summary

Background:

Traumatic brain injury (TBI) damages the connections between brain cells. This can lead to problems like memory loss. Repetitive transcranial magnetic stimulation (rTMS) can help improve connections between brain areas in healthy people. Researchers want to see if it can be useful in patients with memory problems after TBI.

Objective:

To see how repetitive transcranial magnetic stimulation can be used to improve the connections between parts of the brain and whether this will lead to changes in memory.

Eligibility:

Adults 18-50 years old with TBI who can speak and write in English.

Healthy volunteers the same age and English ability.

Design:

Participants will be screened with a neurological exam and may have a urine pregnancy test.

Participants with TBI will have 7-15 visits. Healthy volunteers will have 2-8 visits.

At the visits, participants will have all or some of the following:

  • MRI for about 1 hour. Participants will lie in a machine that takes pictures in a magnetic field. Participants will do some memory tasks.
  • Memory and attention tasks with pictures and with a computer
  • Questions about their mental state and well-being
  • TMS: A wire coil is held on the scalp and a short electrical current passes through it. Participants will hear a click and feel a pulling or twitch. They may be asked to make simple movements. rTMS is repeated magnetic pulses in short bursts. They will have this for about 20 minutes.

A week after the last visit, some participants will return for a memory test.

Read the detailed description

Objective: To use resting state functional connectivity (FC) as a biomarker of synaptic modulation by repetitive transcranial magnetic stimulation (rTMS) in paradigms intended to improve memory and learning. Ancillary outcomes include the effects of rTMS on the interaction between the explicit implicit memory systems.

Study population: Healthy adult volunteers

Design: The study contains two experiments. Experiment 1 is designed to establish the number of rTMS sessions required to produce a meaningful change in resting parieto-hippocampal FC in healthy subjects. Experiment 2 will replicate a prior experiment which used rTMS to enhance the explicit memory system in healthy subjects, and look for potential effects on the implicit system. This intervention will be contrasted with a negative control condition (vertex stimulation) in a between-groups design.

Outcome measures: The primary outcome measure is the change in FC produced by serially applied rTMS and improvement in explicit memory. We will explore whether enhancement of the explicit system has effects on resting state connectivity in the implicit system and whether white matter integrity predicts changes in FC in healthy subjects.

02

Conditions studied

  • Traumatic Brain Injury

Keywords

  • Explicit Memory
  • Implicit Memory
  • Memory Disorder
03

In context

Brain Injuries

2,112 studies on the registry are indexed under Brain Injuries; 384 are open to participants now.

This study's enrollment of 68 is above the median of 48 across 1,331 interventional studies indexed under Brain Injuries.

Browse Brain Injuries studies →

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 50 Years
Sexes eligible
All
Accepts healthy volunteers
Yes

Inclusion criteria

Experiments 1 and 2:

Healthy individuals

Age 18-50 (inclusive)

English speaking and writing

Experiment 3:

Age 18-50 (inclusive)

English speaking and writing

History of mild to moderate TBI

Performance 1 standard deviation below age-adjusted population norms on the

CVLT-2 within the past year from the date of visit.

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

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 1 hour

Pregnancy, nursing, or plans to become pregnant during the study.

Members of the NINDS Behavioral Neurology Unit (BNU)

For Experiment 2: Participation in Experiment 1

05

Study design

Phase
Phase 1 / Phase 2
Primary purpose
Treatment
Allocation
Randomized
Intervention model
Parallel assignment
Masking
Double (Participant, Outcomes assessor)
Enrollment
68 participants (actual)

Study arms

  • Experimental
    Parietal Cortex rTMS stimulation - 1 day

    Experiment 1

    Device: rTMS

  • Experimental
    Parietal Cortex rTMS stimulation - 3 days

    Experiment 1

    Device: rTMS

  • Experimental
    Parietal Cortex rTMS stimulation - 4 days

    Experiment 1

    Device: rTMS

  • Experimental
    Experiment 2 - Parietal Cortex rTMS stimulation - 3 days

    Experiment 2

    Device: rTMS

  • Experimental
    Experiment 2 - Vertex rTMS stimulation - 3 days

    Experiment 2

    Device: rTMS

  • Experimental
    Experiment 2 - Prefrontal Cortex rTMS stimulation - 3 days

    Experiment 2

    Device: rTMS

Interventions

  • DevicerTMS

    Altering the connectivity of trans-synaptic pathways

06

What researchers measure

Primary outcomes

  1. Functional Connectivity (FC) Changes Between the Left Hippocampus and Left Parietal Cortex

    Transcranial Magnetic Stimulation (TMS) is a non-invasive technique which applies magnetic pulses to the brain via a coil inducing an electrical current in the brain. Stimulation is typically applied at sufficient intensity to trigger action potentials in nearby neurons.The motor threshold is defined as the minimum percentage of the stimulator output to elicit a motor evoked potential. Repetitive TMS (rTMS) was delivered at 100% of the motor evoked potential threshold with repeated magnetic pulses at a frequency of 20 Hz. Functional MRI (fMRI) measures the change in oxygenated blood in the brain; at rest these levels fluctuate over time. These fluctuations can be similar between different parts of the brain. FC is the similarity in fluctuations of these fMRI signals and suggest how strongly two regions communicate with each other. We measured how TMS can change FC between specific areas of the brain. A positive score suggests a stronger communication between regions of the brain.

    Time frame: Changes are calculated before and the day after rTMS

  2. Associative Memory Test Score Changes

    Participants studied 20 face-word pairs, and after a short delay, were required to recall the word associated with each pair. The number of correctly remembered pairs was recorded. rTMS was administered over different regions of the brain over 3 days. The Associative Memory test was administered at baseline (within a week before the first rTMS session), 1 day after the last rTMS session, and again 7-14 days after the last rTMS session. We calculated improvements on this task by subtracting the number of successfully remembered pairs 1 day after stimulation from the number remembered at baseline ("Changes one day after rTMS"). We also calculated whether these improvements lasted longer by subtracting the number of successfully remembered pairs 7-14 days after stimulation from the number remembered at baseline ("Changes 7-14 days after rTMS"). Positive scores represent increases in associative memory.

    Time frame: Changes are calculated before and the day after rTMS and before and 7-14 days after rTMS

Secondary outcomes

  1. Implicit Weather Prediction Task (WPT)

    Participants learn implicit, probabilistic relationships between stimuli and responses through feedback. 1, 2 and 3 card combinations of 4 possible cards are presented on a computer; the subject is asked to predict whether it will be rainy or fine. After each prediction, the subject receives corrective feedback. Each card is independently associated with one outcome with a fixed probability.The WPT was administered at baseline and 1 day after and 7-14 days after the last rTMS session. Scores at each time point represent the proportion of responses associated with a reward (optimal responses). We calculated improvement by subtracting the number of optimal responses 1 day after stimulation from the number at baseline (Changes one day after rTMS). We also calculated if these improvements lasted longer by subtracting the number of optimal responses 7-14 days after stimulation from the number at baseline (Changes 7-14 days after rTMS).Positive scores represent increases in implicit memory.

    Time frame: Changes are calculated before and the day after rTMS, and before and 7-14 days after rTMS

07

Results

Posted Apr 12, 2021

Participant flow

Healthy Volunteers with an age range of 18-50 years were recruited for participation in Experiment 1 and 2. HV participants self-referred either directly or via the NIH Clinical Research Volunteer Program. Interested participants were pre-screened over the telephone. Participants with Traumatic Brain Injury were not recruited for this study, as Experiment 3 was not performed.

Experiment 1
Participant flow — Experiment 1
MilestoneExperiment 1: Parietal Cortex rTMS Stimulation - 1 DayExperiment 1: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 1: Parietal Cortex rTMS Stimulation - 4 DaysExperiment 2: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 2: Vertex rTMS Stimulation - 3 DaysExperiment 2: Prefrontal Cortex Stimulation
Started3138000
Completed366000
Not completed072000
Withdrew: Lost to follow-up010000
Withdrew: Physician decision030000
Withdrew: Change of experimental design030000
Withdrew: Unable to obtain critical rtms measure002000
Experiment 2
Participant flow — Experiment 2
MilestoneExperiment 1: Parietal Cortex rTMS Stimulation - 1 DayExperiment 1: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 1: Parietal Cortex rTMS Stimulation - 4 DaysExperiment 2: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 2: Vertex rTMS Stimulation - 3 DaysExperiment 2: Prefrontal Cortex Stimulation
Started00021194
Completed00015152
Not completed000642
Withdrew: Lost to follow-up000110
Withdrew: Physician decision000010
Withdrew: Pregnancy000010
Withdrew: Withdrawal by subject000100
Withdrew: Poor data quality000410
Withdrew: Discomfort during stimulation000002

Outcome measures

PrimaryFunctional Connectivity (FC) Changes Between the Left Hippocampus and Left Parietal Cortex

Transcranial Magnetic Stimulation (TMS) is a non-invasive technique which applies magnetic pulses to the brain via a coil inducing an electrical current in the brain. Stimulation is typically applied at sufficient intensity to trigger action potentials in nearby neurons.The motor threshold is defined as the minimum percentage of the stimulator output to elicit a motor evoked potential. Repetitive TMS (rTMS) was delivered at 100% of the motor evoked potential threshold with repeated magnetic pulses at a frequency of 20 Hz. Functional MRI (fMRI) measures the change in oxygenated blood in the brain; at rest these levels fluctuate over time. These fluctuations can be similar between different parts of the brain. FC is the similarity in fluctuations of these fMRI signals and suggest how strongly two regions communicate with each other. We measured how TMS can change FC between specific areas of the brain. A positive score suggests a stronger communication between regions of the brain.

Time frame:
Changes are calculated before and the day after rTMS
Reported as:
Mean · Change in z-transformed R-value
Functional Connectivity (FC) Changes Between the Left Hippocampus and Left Parietal Cortex
Change in z-transformed R-valueExperiment 1: Parietal Cortex rTMS Stimulation - 1 DayExperiment 1: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 1: Parietal Cortex rTMS Stimulation - 4 DaysExperiment 2: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 2: Vertex rTMS Stimulation - 3 DaysExperiment 2: Prefrontal Cortex rTMS Stimulation - 3 Days
Functional Connectivity (FC) Changes Between the Left Hippocampus and Left Parietal Cortex-0.03 ± 0.0890.13 ± 0.2020.02 ± 0.123-0.01 ± 0.109-0.05 ± 0.1410.03 ± 0.088
PrimaryAssociative Memory Test Score Changes

Participants studied 20 face-word pairs, and after a short delay, were required to recall the word associated with each pair. The number of correctly remembered pairs was recorded. rTMS was administered over different regions of the brain over 3 days. The Associative Memory test was administered at baseline (within a week before the first rTMS session), 1 day after the last rTMS session, and again 7-14 days after the last rTMS session. We calculated improvements on this task by subtracting the number of successfully remembered pairs 1 day after stimulation from the number remembered at baseline ("Changes one day after rTMS"). We also calculated whether these improvements lasted longer by subtracting the number of successfully remembered pairs 7-14 days after stimulation from the number remembered at baseline ("Changes 7-14 days after rTMS"). Positive scores represent increases in associative memory.

Time frame:
Changes are calculated before and the day after rTMS and before and 7-14 days after rTMS
Reported as:
Mean · Change in proportion of remembered pairs
Associative Memory Test Score Changes
Change in proportion of remembered pairsExperiment 2: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 2: Vertex rTMS Stimulation - 3 DaysExperiment 2: Prefrontal Cortex rTMS Stimulation - 3 Days
Changes one day after rTMS0.08 ± 0.1330.01 ± 0.1660.03 ± 0.035
Changes 7-14 days after rTMS0.08 ± 0.1730.02 ± 0.1490.13 ± 0.071
SecondaryImplicit Weather Prediction Task (WPT)

Participants learn implicit, probabilistic relationships between stimuli and responses through feedback. 1, 2 and 3 card combinations of 4 possible cards are presented on a computer; the subject is asked to predict whether it will be rainy or fine. After each prediction, the subject receives corrective feedback. Each card is independently associated with one outcome with a fixed probability.The WPT was administered at baseline and 1 day after and 7-14 days after the last rTMS session. Scores at each time point represent the proportion of responses associated with a reward (optimal responses). We calculated improvement by subtracting the number of optimal responses 1 day after stimulation from the number at baseline (Changes one day after rTMS). We also calculated if these improvements lasted longer by subtracting the number of optimal responses 7-14 days after stimulation from the number at baseline (Changes 7-14 days after rTMS).Positive scores represent increases in implicit memory.

Time frame:
Changes are calculated before and the day after rTMS, and before and 7-14 days after rTMS
Reported as:
Mean · Change in proportion of optimal response
Implicit Weather Prediction Task (WPT)
Change in proportion of optimal responseExperiment 2: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 2: Vertex rTMS Stimulation - 3 DaysExperiment 2: Prefrontal Cortex rTMS Stimulation - 3 Days
Changes one day after rTMS-0.03 ± 0.1580.06 ± 0.1960.06 ± 0.02
Changes 7-14 days after rTMS-0.02 ± 0.1430.02 ± 0.1560.01 ± 0.03

Adverse events

Collected over Adverse events were collected during and immediately after study procedures. Participants experiencing adverse events at completion of study procedures, were followed until AE resolution.. Non-serious events are listed at a 4.4% frequency threshold.

Adverse event summary by group
GroupDeathsSeriousOther
Experiment 1: Parietal Cortex rTMS Stimulation - 1 Day0/3 (0%)0/3 (0%)0/3 (0%)
Experiment 1: Parietal Cortex rTMS Stimulation - 3 Days0/13 (0%)0/13 (0%)0/13 (0%)
Experiment 1: Parietal Cortex rTMS Stimulation - 4 Days0/8 (0%)0/8 (0%)0/8 (0%)
Experiment 2: Parietal Cortex rTMS Stimulation - 3 Days0/21 (0%)0/21 (0%)1/21 (4.8%)
Experiment 2: Vertex rTMS Stimulation - 3 Days0/19 (0%)0/19 (0%)0/19 (0%)
Experiment 2: Prefrontal Cortex rTMS Stimulation - 3 Days0/4 (0%)0/4 (0%)2/4 (50%)
Most frequent other events
Most frequent other events
EventExperiment 1: Parietal Cortex rTMS Stimulation - 1 DayExperiment 1: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 1: Parietal Cortex rTMS Stimulation - 4 DaysExperiment 2: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 2: Vertex rTMS Stimulation - 3 DaysExperiment 2: Prefrontal Cortex rTMS Stimulation - 3 Days
Intolerance to stimulationNervous system disorders0/30/130/80/210/192/4
MigraineNervous system disorders0/30/130/81/210/190/4

Baseline characteristics

Age, Categorical
Age, Categorical(Participants)Experiment 1: Parietal Cortex rTMS Stimulation - 1 DayExperiment 1: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 1: Parietal Cortex rTMS Stimulation - 4 DaysExperiment 2: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 2: Vertex rTMS Stimulation - 3 DaysExperiment 2: Prefrontal rTMS Stimulation - 3 DaysTotal
<=18 years0000000
Between 18 and 65 years3661515247
>=65 years0000000
Age, Continuous
Age, Continuous(Years)Experiment 1: Parietal Cortex rTMS Stimulation - 1 DayExperiment 1: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 1: Parietal Cortex rTMS Stimulation - 4 DaysExperiment 2: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 2: Vertex rTMS Stimulation - 3 DaysExperiment 2: Prefrontal rTMS Stimulation - 3 DaysTotal
Mean28.33 ± 9.2423.83 ± 2.6426.67 ± 3.1425.60 ± 5.4624.93 ± 4.4021.00 ± 2.8225.27 ± 4.88
Sex: Female, Male
Sex: Female, Male(Participants)Experiment 1: Parietal Cortex rTMS Stimulation - 1 DayExperiment 1: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 1: Parietal Cortex rTMS Stimulation - 4 DaysExperiment 2: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 2: Vertex rTMS Stimulation - 3 DaysExperiment 2: Prefrontal rTMS Stimulation - 3 DaysTotal
Female03366119
Male33399128
Ethnicity (NIH/OMB)
Ethnicity (NIH/OMB)(Participants)Experiment 1: Parietal Cortex rTMS Stimulation - 1 DayExperiment 1: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 1: Parietal Cortex rTMS Stimulation - 4 DaysExperiment 2: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 2: Vertex rTMS Stimulation - 3 DaysExperiment 2: Prefrontal rTMS Stimulation - 3 DaysTotal
Hispanic or Latino0106209
Not Hispanic or Latino356913238
Unknown or Not Reported0000000
Race (NIH/OMB)
Race (NIH/OMB)(Participants)Experiment 1: Parietal Cortex rTMS Stimulation - 1 DayExperiment 1: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 1: Parietal Cortex rTMS Stimulation - 4 DaysExperiment 2: Parietal Cortex rTMS Stimulation - 3 DaysExperiment 2: Vertex rTMS Stimulation - 3 DaysExperiment 2: Prefrontal rTMS Stimulation - 3 DaysTotal
American Indian or Alaska Native0000000
Asian10152110
Native Hawaiian or Other Pacific Islander0000000
Black or African American0211105
White233510124
More than one race0011204
Unknown or Not Reported0103004
08

Study locations

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

References and documents

Publications

  • Wang JX, Rogers LM, Gross EZ, Ryals AJ, Dokucu ME, Brandstatt KL, Hermiller MS, Voss JL. Targeted enhancement of cortical-hippocampal brain networks and associative memory. Science. 2014 Aug 29;345(6200):1054-7. doi: 10.1126/science.1252900. PubMed 25170153 ↗

Study documents

  • Protocol and statistical analysis plan · Nov 13, 2019

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

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Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Apr 12, 2021, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
11

Registry details

Key details

Study ID
NCT03050801
Lead sponsor
National Institute of Neurological Disorders and Stroke (NINDS)
Responsible party
Sponsor
First posted
Feb 13, 2017
Start date
Mar 24, 2017
Primary completion
Mar 10, 2020
Completion
Aug 7, 2020
Results posted
Apr 12, 2021
Last update
Apr 12, 2021

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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