RECOVERS - Realigning Emotion and COgnition Via prEcision Regulation networkS

August 25, 2025 updated by: Medical University of South Carolina

RECOVERS - Realigning Emotion and COgnition Via prEcision Regulation networkS - Phase I Study: Multimodal Computational Modeling of Cognitive Flexibility and Emotion Regulation Networks

In this research study, the investigators are examining how brain activity (electrical and blood flow) changes during tests of emotional processing, attention and memory in the magnetic resonance imaging (MRI) scanner and outside the MRI using functional near-infrared spectroscopy (fNIRS). Investigators are also using non-invasive brain stimulation to probe different parts of the brain and measuring brain activity (electrical and blood flow).

Study 1

This study includes healthy participants and researchers hope this will help us develop improved brain-based treatments for emotional difficulties like depression.

Study 2

This study includes participants with depression and researchers hope this will help us develop improved brain-based treatments for emotional difficulties like depression.

Study Overview

Detailed Description

Investigators hypothesize that targeted neuroplastic changes induced by individually-tailored rTMS will substantially reduce clinical symptoms underlying depression, anxiety and suicidality, and in general, revolutionize non-invasive treatments of mental health disorders. Investigators hypothesize that functional coupling in cognitive flexibility (CF) and emotion regulation (ER) networks is indexed by the phase of the brain's alpha oscillations. Using a novel integrated instrument that enables simultaneous functional magnetic resonance imaging (fMRI), electroencephalography (EEG) and transcranial magnetic stimulation (TMS), investigators propose to identify individualized stimulation parameters that reflect the strongest coupling of the CF/ER networks. Investigators will also use an instrument that enables simultaneous functional near-infrared spectroscopy (fNIRS), EEG, and TMS in attempt to identify the same parameters outside the scanner. The neuromechanistic model further posits that by applying repetitive TMS (rTMS) with these individualized parameters, one can induce entrainment in brain networks that drive neuroplastic changes in CF and ER.

Study 1

This study is a proof-of-principle study in healthy control participants.

Study 2

This study is a proof-of-principle study in participants with depression.

Study Type

Observational

Enrollment (Estimated)

30

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

    • South Carolina
      • Charleston, South Carolina, United States, 29425
        • Recruiting
        • Medical Univeristy of South Carolina
        • Contact:
        • Contact:

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
  • Older Adult

Accepts Healthy Volunteers

Yes

Sampling Method

Non-Probability Sample

Study Population

Participants are healthy and depressed volunteers from the community.

Description

Study 1

Inclusion Criteria

  • Male or female
  • Age 18-65
  • Endorse good health with no history of mental or physical illness or implanted metal
  • English as a primary language
  • Capacity to consent
  • Negative urine pregnancy test if female of childbearing potential
  • Willingness to adhere to the study schedule and assessments

Exclusion Criteria

  • Any current psychiatric diagnosis or current Clinical Global Impression ratings of psychiatric illness > 1
  • Neurodevelopmental disorders, history of CNS disease, concussion, overnight hospitalization, or other neurologic sequela, tumors, seizures, meningitis, encephalitis, or abnormal CT or MRI of the brain
  • Any head trauma resulting in loss of consciousness
  • Visual impairment (except the use of glasses)
  • Inability to complete cognitive testing
  • Active participation or plan for enrollment in clinical trial affecting the psychosocial function
  • Repeated abuse or dependence upon drugs (excluding nicotine and caffeine) or taking medications including stimulants, modafinil, thyroid medication, or steroids
  • Implanted devices/ferrous metal of any kind
  • History of seizure or epilepsy, currently taking medications that lower seizure thresholds
  • Claustrophobia or other conditions that would prevent the MRI assessment.
  • Pregnancy (or suspected/possible pregnancy or plan to become pregnant in the short term).

    o Urine Pregnancy Test: If the subject is a woman of childbearing potential and /or a man capable of fathering a child before, during, and/or after participation precautions should be taken. Examples of acceptable methods of birth control for participants involved in the study include birth control pills, patches, IUDs, condoms, sponges, diaphragm with spermicide, or avoiding sexual activity that could cause the subject to become pregnant.

  • Inability to adhere to the treatment schedule

Study 2

Inclusion Criteria

  • Male or female
  • Age 18-65
  • Endorse current depression, identified via the Hamilton Depression Rating Scale (HAM-D scores ≥ 17), but no history of psychosis or mania, determined via the Quick Structured Clinical Interview for DSM-5 Disorders (SCID).
  • English as a primary language
  • Capacity to consent
  • Negative urine pregnancy test if female of childbearing potential
  • Willingness to adhere to the study schedule and assessments

Exclusion Criteria

  • Neurodevelopmental disorders, history of CNS disease, concussion, overnight hospitalization, or other neurologic sequela, tumors, seizures, meningitis, encephalitis, or abnormal CT or MRI of the brain
  • Any head trauma resulting in loss of consciousness
  • Visual impairment (except the use of glasses)
  • Inability to complete cognitive testing
  • Active participation or plan for enrollment in clinical trial affecting the psychosocial function
  • Repeated abuse or dependence upon drugs (excluding nicotine and caffeine) or taking medications including stimulants, modafinil, thyroid medication, or steroids
  • Implanted devices/ferrous metal of any kind
  • History of seizure or epilepsy, currently taking medications that lower seizure thresholds

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

Cohorts and Interventions

Group / Cohort
Intervention / Treatment
Healthy Participants
Endorse good health with no history of mental or physical illness or implanted metal
Participants will undergo a magnetic resonance imaging (MRI) scan with combined electroencephalography (EEG), and single-pulse transcranial magnetic stimulation (TMS) while completing cognitive flexibility (CF) and emotion recognition (CR) tasks.
Participants brain activity will be measured using functional near-infrared spectroscopy (fNIRS) with combined electroencephalography (EEG), and single-pulse transcranial magnetic stimulation (TMS) while completing cognitive flexibility (CF) and emotion recognition (CR) tasks.
Depressed Participants
Endorse current depression, identified via the Hamilton Depression Rating Scale (HAM-D scores ≥ 17), but no history of psychosis or mania, determined via the Quick Structured Clinical Interview for DSM-5 Disorders (SCID).
Participants will undergo a magnetic resonance imaging (MRI) scan with combined electroencephalography (EEG), and single-pulse transcranial magnetic stimulation (TMS) while completing cognitive flexibility (CF) and emotion recognition (CR) tasks.
Participants brain activity will be measured using functional near-infrared spectroscopy (fNIRS) with combined electroencephalography (EEG), and single-pulse transcranial magnetic stimulation (TMS) while completing cognitive flexibility (CF) and emotion recognition (CR) tasks.
Participants brain activity will be measured using functional near-infrared spectroscopy (fNIRS) with combined electroencephalography (EEG), and repetitive transcranial magnetic stimulation (rTMS). rTMS will be delivered via a MagVenture MagPro100 and Cool-B65 coil. The investigators will use a standard resting motor threshold (rMT) determination to determine the TMS dose. Treatment will be delivered at 120% of the motor threshold. The accelerated paradigm will consist 6 session a day for 5-6 days. Each rTMS session will be separated by 30 minutes of Cognitive Behavioral Therapy (CBT). rTMS treatment will be delivered at an individualized left DLPFC target based on each participant's individualized scans from prior neuroimaging sessions.

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Change in reaction time (RT) tasks - Incongruent Stimuli
Time Frame: Day 1, Day 2, Day 3
Tasks will be used to see differences between incongruent emotional stimuli.
Day 1, Day 2, Day 3
Change in reaction time (RT) tasks - Congruent Stimuli
Time Frame: Day 1, Day 2, Day 3
Tasks will be used to see differences between congruent emotional stimuli.
Day 1, Day 2, Day 3
Change in reaction time (RT) tasks and accuracy - Incongruent Stimuli
Time Frame: Day 1, Day 2, Day 3
Tasks will be used to see differences between incongruent emotional stimuli.
Day 1, Day 2, Day 3
Change in reaction time (RT) tasks and accuracy - Congruent Stimuli
Time Frame: Day 1, Day 2, Day 3
Tasks will be used to see differences between congruent emotional stimuli.
Day 1, Day 2, Day 3
Clinical Improvement
Time Frame: Day 13, Day 18
25% reduction in Hamilton Score (HAMD) as a meaningful treatment response.
Day 13, Day 18
Clinical Improvement
Time Frame: Day 13, Day 18
25% reduction in Passive and Active Suicidal Ideation Scale (PASIS) as a meaningful treatment response.
Day 13, Day 18
Clinical Improvement
Time Frame: Day 13, Day 18
25% reduction in Patient Health Questionnaire (PHQ-9) as a meaningful treatment response.
Day 13, Day 18
Clinical Improvement
Time Frame: Day 13, Day 18
25% reduction in Generalized Anxiety Disorder -7 Questionnaire (GAD7) as a meaningful treatment response.
Day 13, Day 18

Collaborators and Investigators

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

Investigators

  • Principal Investigator: Lisa McTeague, PhD, Medical University of South Carolina

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)

February 1, 2024

Primary Completion (Estimated)

October 1, 2027

Study Completion (Estimated)

October 1, 2028

Study Registration Dates

First Submitted

June 29, 2023

First Submitted That Met QC Criteria

July 26, 2023

First Posted (Actual)

August 4, 2023

Study Record Updates

Last Update Posted (Estimated)

September 2, 2025

Last Update Submitted That Met QC Criteria

August 25, 2025

Last Verified

August 1, 2025

More Information

Terms related to this study

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

NO

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

Yes

product manufactured in and exported from the U.S.

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.

Clinical Trials on Healthy

Clinical Trials on fMRI-EEG-TMS

Subscribe