Physiology of Human Brain Connectivity

November 7, 2025 updated by: Tommi A. Raij, Massachusetts General Hospital
The purpose of this study is to investigate the effective connectivity between different regions of the human brain in healthy participants, and the mechanisms which influence and modulate its development. Specifically, the investigators will examine the effects of cortico-cortical paired associative stimulation (ccPAS) which is induced by the application of brief (< 1 ms) transcranial magnetic stimulation (TMS) pulses separated by a short millisecond-level time intervals ("asynchrony") to two different areas of the brain. All techniques are non-invasive and considered safe in humans: TMS, electroencephalography (EEG), and magnetic resonance imaging (MRI). Based on previous animal and human studies, it is hypothesized that ccPAS will increase or decrease effective connectivity between the stimulated areas depending on the asynchrony value. The main outcome measure is source-resolved EEG cortico-cortical evoked potentials (ccEPs) elicited by single-pulse TMS.

Study Overview

Detailed Description

The purpose of this study is to determine the extent to which effective connectivity between different regions in the human brain can be selectively modulated by cortico-cortical paired associative stimulation (ccPAS) induced by transcranial magnetic stimulation (TMS). Study subjects will consist of healthy adults between the ages of 18 and 64 (N=80) . Participants will have TMS pulses applied to two brain regions, one in each hemisphere, where the two regions will be stimulated at a range of different temporal offsets ("asynchronies") characterized as being either shorter, longer, or approximately equal to the theorized inter-regional conduction delays, with absolute disparities between the asynchrony conditions on the order of milliseconds. Additionally, electroencephalography (EEG) will be concurrently measured to record cortico-cortical evoked potentials (ccEPs), which are the study's primary outcome measure. Asynchronies longer than the delay are hypothesized to increase effective connectivity and ccEP amplitudes, while shorter delays are expected to decrease them. This will be further supported by magnetic resonance imaging (MRI), functional MRI (fMRI), and diffusion MRI (dMRI) scans to provide structural and functional data to assist with ccPAS application.

The initial study visit will consist of the MRI scans followed by a TMS session to record participant motor thresholds. The ccPAS TMS-EEG procedures will then be performed over the course of three additional visits, with each asynchrony condition conducted on its own separate visit and at least a week between them. Prior to ccPAS application, single-pulse TMS will be applied to one brain area to record ccEPs, in addition to resting-state EEG and a behavioral motor test. These will be repeated two additional times, once 5 minutes after ccPAS and again at 60 minutes after, to observe effect duration. All techniques and devices are non-invasive and considered safe within the parameters of the study, with overall participation carrying only non-significant risk.

Study Type

Interventional

Enrollment (Estimated)

80

Phase

  • Not Applicable

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

Study Contact Backup

Study Locations

    • Massachusetts
      • Boston, Massachusetts, United States, 02129
        • Recruiting
        • Massachusetts General Hospital

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

  • Adult

Accepts Healthy Volunteers

Yes

Description

Inclusion Criteria:

  • Age from 18 to 64 years
  • Right-handed
  • Normal hearing and (corrected) vision
  • Able to understand and give informed consent

Exclusion Criteria:

  • Cardiac pacemaker or pacemaker wires; neurostimulators; implanted pumps
  • Metal in the body (e.g., rods, plates, screws, shrapnel, dentures that cannot be removed during the recordings, IUD)
  • Suspected metallic particles in the eye
  • Surgical clips in the head or previous neurosurgery
  • Any magnetic particles in the body
  • Cochlear implants
  • Prosthetic heart valves
  • Epilepsy or any other type of seizure history
  • Any neurological diagnoses or medications influencing brain function
  • History of significant head trauma (i.e., extended loss of consciousness, neurological sequelae)
  • Known structural brain lesion
  • Significant other disease (heart disease, malignant tumors, mental disorders)
  • Significant claustrophobia; Ménière's disease
  • Pregnancy (ruled out by urine ß-HCG if answers to screening questions suggest that pregnancy is possible), breast feeding
  • Non prescribed drug use
  • Failure to perform the behavioral tasks or neuropsychological evaluation tests
  • Prisoners

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

  • Primary Purpose: Basic Science
  • Allocation: N/A
  • Interventional Model: Single Group Assignment
  • Masking: None (Open Label)

Arms and Interventions

Participant Group / Arm
Intervention / Treatment
Experimental: Healthy Participants

All participants will be scheduled for a minimum of four separate visits. The first visit will consist of MRI scanning sessions (including T1 and T2 structural MRI, diffusion MRI, and resting-state fMRI), followed by a single-pulse TMS session to determine the participant's resting motor threshold. The remaining three visits consist of a series of TMS-EEG runs using the paired associative stimulation (PAS) methodology. Each visit will be restricted to a single asynchrony condition with every participant receiving all three conditions over the course of the three visits. Participants will not be informed of which asynchrony condition they are receiving on any given visit.

Some subjects may be invited for additional sessions for the purposes of optimizing TMS, EEG, or MRI parameters, and to assess test-retest reliability.

Single-pulse TMS (spTMS) will be delivered with a TMS stimulator (MagPro X100 w/ MagOption, MagVenture, Farum, Denmark) and a figure-of-eight TMS coil. 80 spTMS will be repeated at 0.2 Hz. An MRI-based TMS navigation system will be used to navigate the TMS coil (Localite, Bonn, Germany).
Paired associative stimulation (PAS) will be applied with two TMS stimulators (MagPro X100 w/ MagOption, MagVenture, Farum, Denmark) and two TMS coils. The pulses from each stimulator/coil will be repeated at 0.2 Hz, duration of run 15 minutes (180 pulses for each stimulator/coil). In different sessions, we will deliver PAS with different asynchrony values to examine their effects on effective connectivity. Coils will be navigated using an MRI-based TMS navigation system (Localite, Bonn, Germany).
Structural, diffusion, and functional MRI with a 3-Tesla Siemens scanner

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Changes in EEG effective connectivity
Time Frame: Within-session (Before PAS, 5 minutes after PAS, 60 minutes after PAS)
EEG will be recorded with a 64-channel whole-head TMS-compatible device (NeurOne 64, Bittium, Kuopio, Finland). Data will be collected before (Pre) and at 5 minutes (Post-1) and at 60 minutes (Post-2) after PAS. To record spTMS-evoked EEG responses the investigators will deliver 80 single TMS pulses to the two areas receiving PAS, one target after the other in separate runs. Effective connectivity will be measured by comparing the source-resolved EEG evoked response waveforms before (Pre) and at 5 (Post-1) and at 60 minutes after PAS (Post-2).
Within-session (Before PAS, 5 minutes after PAS, 60 minutes after PAS)

Secondary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Changes in resting-state EEG coherence
Time Frame: Within-session (Before PAS, 5 minutes after PAS, 60 minutes after PAS)
Resting-state EEG will be recorded with a 64-channel whole-head device (NeurOne 64, Bittium, Kuopio, Finland). Data will be collected before (Pre) and at 5 minutes (Post-1) and at 60 minutes (Post-2) after PAS. Resting-state EEG coherence will be computed in the source space for the two areas receiving PAS.
Within-session (Before PAS, 5 minutes after PAS, 60 minutes after PAS)
Changes in bimanual coordination task performance
Time Frame: Within-session (Before PAS, 5 minutes after PAS, 60 minutes after PAS)
Participants will engage in a simple bimanual coordination task before (Pre), 5 minutes following (Post-1), and 60 minutes following (Post-2) PAS application for the purpose of providing behavioral data on inter-hemisphere connections between the motor cortices. The measure will be quantified by comparisons between participant task performance pre- and post- PAS application.
Within-session (Before PAS, 5 minutes after PAS, 60 minutes after PAS)

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Investigators

  • Principal Investigator: Tommi Raij, MD, PhD, Massachusetts General Hospital

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

December 13, 2024

Primary Completion (Estimated)

April 15, 2027

Study Completion (Estimated)

April 15, 2027

Study Registration Dates

First Submitted

January 30, 2024

First Submitted That Met QC Criteria

January 30, 2024

First Posted (Actual)

February 7, 2024

Study Record Updates

Last Update Posted (Actual)

November 10, 2025

Last Update Submitted That Met QC Criteria

November 7, 2025

Last Verified

November 1, 2025

More Information

Terms related to this study

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

YES

IPD Plan Description

Anonymized EEG and MRI data

IPD Sharing Time Frame

After publication

IPD Sharing Access Criteria

Reasonable request

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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