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| ID | Type | Description | Link |
|---|---|---|---|
| 1K99MH126161-01A1 | U.S. NIH Grant/Contract | View source |
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| Name | Class |
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| National Institute of Mental Health (NIMH) | NIH |
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The purpose of this clinical trial is to investigate the causal role that frontostriatal circuitry plays in goal-directed behavior. The participants will perform a reward-based decision-making task. During the task, cross-frequency patterned rhythmic transcranial magnetic stimulation (TMS) will be delivered at delta-beta frequency, a control-frequency, or an active sham to either the dorsolateral or medial prefrontal cortex (PFC). Electroencephalography will be collected concurrent with stimulation. Structural and functional magnetic resonance imaging (MRI) will be collected during performance of the reward-based decision-making task to localize the stimulation targets.
This study is a pilot, four-session, crossover study with transcranial magnetic stimulation (TMS), electroencephalography (EEG), and magnetic resonance imaging (MRI) to understand the causal role of delta-beta coupling in goal-directed behavior in the dorsolateral prefrontal cortex (dlPFC) to dorsal striatum circuit. Participants that request to be in the experiment will provide verbal, documented consent to undergo a phone screening to assess that the participant meets initial exclusion/inclusion criteria. Participants complete an MRI and TMS screening form over the phone to ensure eligibility.
The first session will be an EEG session with the reward-based decision-making task. At the start of the session, the investigators will acquire written informed consent. Then, the investigators will administer a pregnancy test if applicable. Participants will complete five assessments: the Snaith Hamilton Pleasure Scale, Behavioral Activation System and Behavioral Inhibition System, Temporal Experience of Pleasure Scale, the State-Trait Anxiety Inventory, and Ruminative Responses Scale. Note that the participants are from a convenient sample and are not required to be diagnosed with major depressive disorder. Thus, these assessments were selected as they survey various personality traits that might be relevant to performance in the task.
The scalp dimensions of each participant are calculated and an EEG net is applied. Next, the participants complete an eyes-open and eyes-closed resting-state recording of EEG. Then, the streamlined version of the Expenditure of Effort for Reward Task (S-EEfRT) is completed. These data serve as baseline measurement of brain activity without any form of stimulation. This session takes approximately 1.5 hours to complete. After each block of the task, the task difficulty will increase or decrease based on performance. At the end of the session, if the participant chose to perform the hard task greater than 85% of the time or less than 15% of the time, then the participant will not be invited to the next session of the experiment. Participants that do not dynamically change their response based on the incentive are not engaged with the relevant cognitive constructs under investigation in this study.
The second session takes place at the MRI facility. In the 24 hours prior to this session, participants complete an MRI screening form to ensure eligibility based on common contraindications for MRI. During the 60 minutes of scanning, a 5-minute structural MR is acquired and the remaining time is used to complete as many blocks of the S-EEfRT as possible. The minimal number of sessions required to use the data is 5 blocks, which requires approximately 25 minutes to collect. If a participant was unable to complete the requisite number of sessions, then they will be excluded from the study. Functional MRI data is analyzed before the 3rd and 4th session to localize the regions of dorsolateral prefrontal cortex (dlPFC) and medial prefrontal cortex (mPFC) for stimulation. In the localization analysis, a region of interest mask in the head of the left caudate and in left nucleus accumbens are drawn and the region in dlPFC and mPFC with peak functional connectivity in task-based functional connectivity to these regions. In a pilot dataset collected by the investigators, it was found that the contrast of trails in which there was a decision to perform the hard task versus trials in which the easy task was selected was sufficient to localize the anterior middle frontal gyrus. The contrast of trials in which high versus low incentive was offered was sufficient to localize the medial prefrontal cortex. Thus, the investigators will choose regions in these anatomical areas with maximal connectivity to their respective nucleus in the striatum.
The order of regions (dlPFC then mPFC, or mPFC then dlPFC) targeted by TMS in the third and fourth session will be randomized and counter-balanced. In the third and fourth session, participants will complete a TMS contraindications screening form. The same TMS screening form will be administered over the phone and at the start of each of the TMS session. If there is any ambiguity in the contraindications for the TMS form, then the medical monitor who is an epileptologist is consulted and final approval is acquired. Participants will be fitted with a low-profile EEG net. In the third session, the motor threshold of each participant will be calculated using single-pulse TMS to the hand knob of the left primary motor cortex with real-time monitoring of the motor-evoked potential using electrodes on the first dorsal interosseus muscle. Researchers may also use visible twitch to calculate the motor threshold. The motor threshold is defined as the percent stimulator output when a motor-evoked potential or visible twitch is observed approximately 50% of the time. For the fourth session, the same stimulator intensity will be used as in the third session. The structural MRI and regions of interest (dlPFC and mPFC) are imported into neuronavigation software. The participant wears a three-dimensional stereotaxic tracking headband and their head is registered to their structural MRI using canonical coordinates on the scalp. Then, the TMS coil is targeted to either mPFC or dlPFC and the position of the coil relative to the head is recorded throughout the session. The participant performs the S-EEfRT as the patterned trains of TMS are delivered on every trial. Each block of the study is randomized to receive either delta-beta patterned (triplets of TMS pulses at 20 Hertz every 3 Hertz), theta-gamma patterned (triplets of pulses at 50 Hertz every 5 Hertz), or an arrhythmic pattern (same number of pulses and duration with a random inter-pulse interval). After stimulation, a questionnaire is provided with common side effects of TMS. Based on the results of the stimulation side effects questionnaire, a structured adverse events interview is conducted to acquire more information regarding any side effects that were selected to be "very high" by the participant. The third and fourth session will each take approximately two hours.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| TMS to lateral prefrontal cortex followed by TMS to medial prefrontal cortex | Experimental | Participants will receive TMS while performing a reward-based decision-making task. In the first stimulation session, the TMS coil will be placed over the lateral prefrontal cortex on the scalp. In the second session, the TMS coil will be placed over the medial prefrontal cortex on the scalp. during every session, subjects receive Delta-beta patterned TMS, Theta-gamma patterned TMS, and Arrhythmic TMS. |
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| TMS to medial prefrontal cortex followed by TMS to lateral prefrontal cortex | Experimental | Participants will receive TMS while performing a reward-based decision-making task. In the first stimulation session, the TMS coil will be placed over the medial prefrontal cortex on the scalp. In the second session, the TMS coil will be placed over the lateral prefrontal cortex on the scalp. during every session, subjects receive Delta-beta patterned TMS, Theta-gamma patterned TMS, and Arrhythmic TMS. |
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Delta-beta TMS | Device | TMS will be delivered in a delta-beta pattern in which triplets of pulses delivered at 20 Hz (50 milliseconds between each pulse) are sent every 3 Hz (333 milliseconds between the start of each triplet). |
| Measure | Description | Time Frame |
|---|---|---|
| Percentage of the Trials That the Participant Chooses to Perform the Hard Task | In the Expenditure of Effort for Reward Task, participants are faced with a decision on every trial: to choose an easy task with a low effort exertion for a chance at winning a low amount of money and a hard task with a high effort exertion for a chance at winning a greater amount of money. The incentive for the high effort exertion is changed on each trial and the participant gets physically tired from repeated effort exertion. Goal-directed behavior was calculated as the percentage of trials in which the participant decides to perform the most difficult effort exertion task in the Expenditure of Effort for Reward Task. A higher percentage equates to more goal-directed behavior and is favorable. | 2 hours during the 1st intervention and 2 hours during the 2nd intervention |
| Measure | Description | Time Frame |
|---|---|---|
| Coupling Strength Between Low-frequency Prefrontal Signals and High-frequency Posterior Signals | Phase-amplitude coupling strength is calculated using the mean vector length metric between low-frequency activity in prefrontal electrodes and high-frequency activity in motor electrodes. A Z-score indicates the number of standard deviations away from the mean of distribution generated by randomly time-shifting the data. A Z-score of 0 is equal to the mean coupling strength of random data. Higher values are greater coupling strength. Positive values (> 1) indicate increased prefrontal control over the motor cortex, which is found in healthy individuals during decision-making. |
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Inclusion Criteria:
Exclusion Criteria:
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| Name | Affiliation | Role |
|---|---|---|
| Flavio Frohlich, PhD | University of North Carolina, Chapel Hill | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| University of North Carolina at Chapel Hill | Chapel Hill | North Carolina | 27599 | United States |
Deidentified individual data that supports the results will be shared beginning 9 to 36 months following publication provided the investigator who proposes to use the data has approval from an Institutional Review Board, Independent Ethics Committee, or Research Ethics Board, as applicable, and executes a data use/sharing agreement with the University of North Carolina at Chapel Hill.
Starting 9 months and continuing for 36 months following publication
Deidentified individual data that supports the results will be shared provided the investigator who proposes to use the data has approval from an Institutional Review Board, Independent Ethics Committee, or Research Ethics Board and an executed data use/sharing agreement with the University of North Carolina at Chapel Hill.
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| ID | Title | Description |
|---|---|---|
| FG000 | TMS to Lateral Prefrontal Cortex Followed by TMS to Medial Prefrontal Cortex | Participants will receive transcranial magnetic stimulation (TMS) while performing a reward-based decision-making task. In the first stimulation session, the TMS coil will be placed over the lateral prefrontal cortex on the scalp. In the second session, the TMS coil will be placed over the medial prefrontal cortex on the scalp. during every session, subjects receive Delta-beta patterned TMS, Theta-gamma patterned TMS, and Arrhythmic TMS. Delta-beta TMS: TMS will be delivered in a delta-beta pattern in which triplets of pulses delivered at 20 Hz (50 milliseconds between each pulse) are sent every 3 Hz (333 milliseconds between the start of each triplet). Theta-gamma TMS: TMS will be delivered in a theta-gamma pattern in which triplets of pulses delivered at 50 Hz (20 milliseconds between each pulse) are sent every 5 Hz (200 milliseconds between the start of each triplet). Arrhythmic TMS: TMS will be delivered in an arrhythmic pattern in which pulses are delivered with a random inter-pulse interval. The number of pulses and duration is matched to that of the Delta-beta TMS and Theta-gamma TMS. |
| FG001 | TMS to Medial Prefrontal Cortex Followed by TMS to Lateral Prefrontal Cortex | Participants will receive TMS while performing a reward-based decision-making task. In the first stimulation session, the TMS coil will be placed over the medial prefrontal cortex on the scalp. In the second session, the TMS coil will be placed over the lateral prefrontal cortex on the scalp. during every session, subjects receive Delta-beta patterned TMS, Theta-gamma patterned TMS, and Arrhythmic TMS. Delta-beta TMS: TMS will be delivered in a delta-beta pattern in which triplets of pulses delivered at 20 Hz (50 milliseconds between each pulse) are sent every 3 Hz (333 milliseconds between the start of each triplet). Theta-gamma TMS: TMS will be delivered in a theta-gamma pattern in which triplets of pulses delivered at 50 Hz (20 milliseconds between each pulse) are sent every 5 Hz (200 milliseconds between the start of each triplet). Arrhythmic TMS: TMS will be delivered in an arrhythmic pattern in which pulses are delivered with a random inter-pulse interval. The number of pulses and duration is matched to that of the Delta-beta TMS and Theta-gamma TMS. |
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| 1st Intervention (1 Day) |
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| ID | Title | Description |
|---|---|---|
| BG000 | TMS to Lateral Prefrontal Cortex Followed by TMS to Medial Prefrontal Cortex | Participants will receive TMS while performing a reward-based decision-making task. In the first stimulation session, the TMS coil will be placed over the lateral prefrontal cortex on the scalp. In the second session, the TMS coil will be placed over the medial prefrontal cortex on the scalp. during every session, subjects receive Delta-beta patterned TMS, Theta-gamma patterned TMS, and Arrhythmic TMS. Delta-beta TMS: TMS will be delivered in a delta-beta pattern in which triplets of pulses delivered at 20 Hz (50 milliseconds between each pulse) are sent every 3 Hz (333 milliseconds between the start of each triplet). Theta-gamma TMS: TMS will be delivered in a theta-gamma pattern in which triplets of pulses delivered at 50 Hz (20 milliseconds between each pulse) are sent every 5 Hz (200 milliseconds between the start of each triplet). Arrhythmic TMS: TMS will be delivered in an arrhythmic pattern in which pulses are delivered with a random inter-pulse interval. The number of pulses and duration is matched to that of the Delta-beta TMS and Theta-gamma TMS. |
| Units | Counts |
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| Participants |
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| Title | Description | Population Description | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Denominator Units Selected | Denominators | Classes |
|---|---|---|---|---|---|---|---|---|---|
| Age, Categorical | Count of Participants |
| Type | Title | Description | Population Description | Reporting Status | Anticipated Posting Date | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Time Frame | Units Analyzed | Denominator Units Selected | Arm/Group Information | Denominators | Classes | Analyses | |||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Primary | Percentage of the Trials That the Participant Chooses to Perform the Hard Task | In the Expenditure of Effort for Reward Task, participants are faced with a decision on every trial: to choose an easy task with a low effort exertion for a chance at winning a low amount of money and a hard task with a high effort exertion for a chance at winning a greater amount of money. The incentive for the high effort exertion is changed on each trial and the participant gets physically tired from repeated effort exertion. Goal-directed behavior was calculated as the percentage of trials in which the participant decides to perform the most difficult effort exertion task in the Expenditure of Effort for Reward Task. A higher percentage equates to more goal-directed behavior and is favorable. | Posted | Mean | Standard Deviation | Percentage of trials | 2 hours during the 1st intervention and 2 hours during the 2nd intervention |
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Adverse events were monitored during the first and second intervention, a total of four hours across 1 week
In this cross-over design, the interventions were administered in a block design such that each block included the same type of stimulation (delta-beta, theta-gamma, or arrhythmic patterned). Adverse events were assessed at the end of the session. Thus, there are adverse events reported for each stimulation location (lateral prefrontal cortex or medial prefrontal cortex), but there is no way to determine which of the patterns of stimulation might be more or less related to the adverse events.
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| ID | Title | Description | Deaths (Affected) | Deaths (At Risk) | Serious Events (Affected) | Serious Events (At Risk) | Other Events (Affected) | Other Events (At Risk) |
|---|---|---|---|---|---|---|---|---|
| EG000 | TMS to Lateral Prefrontal Cortex | Participants received TMS to the lateral prefrontal cortex while performing a reward-based decision-making task. |
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| Term | Organ System | Source Vocabulary | Assessment Type | Notes | Statistical Information |
|---|---|---|---|---|---|
| Trouble concentrating | Nervous system disorders | Systematic Assessment |
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| Title | Organization | Phone | Extension | |
|---|---|---|---|---|
| Justin Riddle, PhD | University of North Carolina at Chapel Hill | (919) 966-4584 | justin_riddle@med.unc.edu |
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| Type | Includes Protocol | Includes SAP | Includes ICF | Document Label | Document Date | Document Uploaded Date | Document File Name |
|---|---|---|---|---|---|---|---|
| Prot_SAP | Yes | Yes | No | Study Protocol and Statistical Analysis Plan | Dec 26, 2022 | May 29, 2024 | Prot_SAP_001.pdf |
| ICF | No | No | Yes | Informed Consent Form | Dec 26, 2022 | Sep 11, 2023 | ICF_000.pdf |
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| Theta-gamma TMS | Device | TMS will be delivered in a theta-gamma pattern in which triplets of pulses delivered at 50 Hz (20 milliseconds between each pulse) are sent every 5 Hz (200 milliseconds between the start of each triplet). |
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| Arrhythmic TMS | Device | TMS will be delivered in an arrhythmic pattern in which pulses are delivered with a random inter-pulse interval. The number of pulses and duration is matched to that of the Delta-beta TMS and Theta-gamma TMS. |
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| 2 hours during the 1st intervention and 2 hours during the 2nd intervention |
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| BG001 | TMS to Medial Prefrontal Cortex Followed by TMS to Lateral Prefrontal Cortex | Participants will receive TMS while performing a reward-based decision-making task. In the first stimulation session, the TMS coil will be placed over the medial prefrontal cortex on the scalp. In the second session, the TMS coil will be placed over the lateral prefrontal cortex on the scalp. during every session, subjects receive Delta-beta patterned TMS, Theta-gamma patterned TMS, and Arrhythmic TMS. Delta-beta TMS: TMS will be delivered in a delta-beta pattern in which triplets of pulses delivered at 20 Hz (50 milliseconds between each pulse) are sent every 3 Hz (333 milliseconds between the start of each triplet). Theta-gamma TMS: TMS will be delivered in a theta-gamma pattern in which triplets of pulses delivered at 50 Hz (20 milliseconds between each pulse) are sent every 5 Hz (200 milliseconds between the start of each triplet). Arrhythmic TMS: TMS will be delivered in an arrhythmic pattern in which pulses are delivered with a random inter-pulse interval. The number of pulses and duration is matched to that of the Delta-beta TMS and Theta-gamma TMS. |
| BG002 | Total | Total of all reporting groups |
| Participants |
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| Age, Continuous | Mean | Standard Deviation | years |
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| Sex: Female, Male | Count of Participants | Participants |
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| Ethnicity (NIH/OMB) | Count of Participants | Participants |
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| Race (NIH/OMB) | Count of Participants | Participants |
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| Region of Enrollment | Count of Participants | Participants |
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| Percentage of the Trials That the Participant Chooses to Perform the Hard Task | In the Expenditure of Effort for Reward Task, participants are faced with a decision on every trial: to choose an easy task with a low effort exertion for a chance at winning a low amount of money and a hard task with a high effort exertion for a chance at winning a greater amount of money. The incentive for the high effort exertion is changed on each trial and the participant gets physically tired from repeated effort exertion. Goal-directed behavior was calculated as the percentage of trials in which the participant decides to perform the most difficult effort exertion task in the task. | Mean | Standard Deviation | percentage of trials |
|
| Coupling Strength Between Low-frequency Prefrontal Signals and High-frequency Posterior Signals | Phase-amplitude coupling strength is calculated using the mean vector length metric between low-frequency activity in prefrontal electrodes and high-frequency activity in motor electrodes. A Z-score indicates the number of standard deviations away from the mean of distribution generated by randomly time-shifting the data. A Z-score of 0 is equal to the mean coupling strength of random data. Higher values are greater coupling strength. Positive values (> 1) indicate increased prefrontal control over the motor cortex, which is found in healthy individuals during decision-making. | Mean | Standard Deviation | Z-score |
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Participants received delta-beta TMS to lateral prefrontal cortex while performing a reward-based decision-making task. Delta-beta TMS: TMS will be delivered in a delta-beta pattern in which triplets of pulses delivered at 20 Hz (50 milliseconds between each pulse) are sent every 3 Hz (333 milliseconds between the start of each triplet).
| OG001 | Theta-gamma TMS to Lateral Prefrontal Cortex | Participants received theta-gamma TMS to lateral prefrontal cortex while performing a reward-based decision-making task. Theta-gamma TMS: TMS will be delivered in a theta-gamma pattern in which triplets of pulses delivered at 50 Hz (20 milliseconds between each pulse) are sent every 5 Hz (200 milliseconds between the start of each triplet). |
| OG002 | Arrhythmic TMS to Lateral Prefrontal Cortex | Participants received arrhythmic TMS to lateral prefrontal cortex while performing a reward-based decision-making task. Arrhythmic TMS: TMS will be delivered in an arrhythmic pattern in which pulses are delivered with a random inter-pulse interval. The number of pulses and duration is matched to that of the Delta-beta TMS and Theta-gamma TMS. |
| OG003 | Delta-beta TMS to Medial Prefrontal Cortex | Participants received delta-beta TMS to medial prefrontal cortex while performing a reward-based decision-making task. Delta-beta TMS: TMS will be delivered in a delta-beta pattern in which triplets of pulses delivered at 20 Hz (50 milliseconds between each pulse) are sent every 3 Hz (333 milliseconds between the start of each triplet). |
| OG004 | Theta-gamma TMS to Medial Prefrontal Cortex | Participants received theta-gamma TMS to medial prefrontal cortex while performing a reward-based decision-making task. Theta-gamma TMS: TMS will be delivered in a theta-gamma pattern in which triplets of pulses delivered at 50 Hz (20 milliseconds between each pulse) are sent every 5 Hz (200 milliseconds between the start of each triplet). |
| OG005 | Arrhythmic TMS to Medial Prefrontal Cortex | Participants received arrhythmic TMS to medial prefrontal cortex while performing a reward-based decision-making task. Arrhythmic TMS: TMS will be delivered in an arrhythmic pattern in which pulses are delivered with a random inter-pulse interval. The number of pulses and duration is matched to that of the Delta-beta TMS and Theta-gamma TMS. |
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| Secondary | Coupling Strength Between Low-frequency Prefrontal Signals and High-frequency Posterior Signals | Phase-amplitude coupling strength is calculated using the mean vector length metric between low-frequency activity in prefrontal electrodes and high-frequency activity in motor electrodes. A Z-score indicates the number of standard deviations away from the mean of distribution generated by randomly time-shifting the data. A Z-score of 0 is equal to the mean coupling strength of random data. Higher values are greater coupling strength. Positive values (> 1) indicate increased prefrontal control over the motor cortex, which is found in healthy individuals during decision-making. | Posted | Mean | Standard Deviation | Z-score | 2 hours during the 1st intervention and 2 hours during the 2nd intervention |
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| 0 |
| 24 |
| 0 |
| 24 |
| 1 |
| 24 |
| EG001 | TMS to Medial Prefrontal Cortex | Participants received TMS to the medial prefrontal cortex while performing a reward-based decision-making task. | 0 | 23 | 0 | 23 | 0 | 23 |
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