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This research study is being done to gain a better understanding about brain networks that may be involved in depression. The investigators plan to examine how these networks change after the brain is stimulated with "Transcranial Magnetic Stimulation" (TMS). TMS is a way of stimulating the brain in order to mildly activate or mildly suppress different brain areas, and is used to treat some forms of depression. It is hoped that this study will facilitate learning more about the structure and function of different brain areas and the ways that they are interconnected to form networks, both in depressed people and in people without depression. In this research study, the effects of TMS will be measured by obtaining "pictures" of the brain with "Magnetic Resonance Imaging" (MRI) and with "Positron Emission Tomography" (PET). More specifically, this will be accomplished with a combined MRI and PET scanner, which is capable of simultaneously obtaining both MRI and PET images of the brain. This scanning paradigm will allow the assessment of local metabolic changes resulting from TMS (with PET images) and brain network changes resulting from TMS (with fMRI). Changes resulting from TMS between 20 subjects with depression and 20 healthy volunteers will be calculated and will form the main outcome measure.
Repetitive transcranial magnetic stimulation (rTMS), when delivered to the dorsolateral prefrontal cortex (DLPFC) is a clinically effective treatment for major depressive disorder (MDD). Network models of MDD are increasingly gaining acceptance, and functional connectivity MRI (fcMRI) has revealed topographically specific aberrations in functional network architecture in MDD. And yet, despite hints that the therapeutic effects of rTMS are actuated through distributed impacts upon cortical and subcortical limbic centers, the network effects of rTMS remain mysterious. This study seeks to investigate the way rTMS to DLPFC modulates network functional connectivity between the site of stimulation and a critical limbic region, the subgenual cingulate (sgACC), and between the sgACC and other limbic regions. In this study, high frequency rTMS will be used to stimulate the left DLPFC (recapitulating the therapeutic methodology), specifically, regions of the DLPFC that are functionally correlated and anti-correlated with the sgACC. This will be accomplished in a group of patients with MDD, and in a group of carefully matched controls. These subjects will be scanned before and after rTMS is delivered, as a way of gauging its effects. The feasibility of this design was recently demonstrated by our group (Eldaief et al. PNAS 2011). Changes induced by the stimulation will be charted with a novel combined MRI-PET (Positron Emission Tomography) scanner at the MGH Martinos Center, which is capable of simultaneously recording fcMRI BOLD (Blood oxygenation level-dependent) and 18Flurodeoxyglucose (FDG) PET data. This will permit cortico-limbic networks to be characterized dynamically through (1) examination of the differential effects of stimulating two networks in the DLPFC, and (2) by tracking the dynamic interplay between rTMS induced changes in local glucose metabolism at DLPFC and sgACC on the one hand, and changes in distributed connectivity between these regions on the other. In an exploratory aim, MDD patients will return three months later (after they have undergone a non-specific treatment intervention with their psychiatric provider) for the identical rTMS/fcMRI/FDG-PET procedures. This aim will establish, as proof of principle, that treatment of MDD is associated with changes in cortico-limbic functional network architecture, and in cortico-limbic dynamics. Eventually, it is hoped that this work will lead to the emergence of aberrant cortical dynamics as a biomarker for MDD. In addition, this work might pollinate future studies which use aberrant cortical dynamics as a novel therapeutic target upon which neuromodulatory interventions might intervene.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| TMS to positively correlated DLPFC | Active Comparator | High frequency TMS to a target region of dorsolateral prefrontal cortex which is positively correlated with the subgenual cingulate cortex |
|
| TMS to negatively correlated DLPFC | Active Comparator | High frequency TMS to a target region of dorsolateral prefrontal cortex which is positively correlated with the subgenual cingulate cortex |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| TMS positively correlated DLPFC | Device | TMS, or transcranial magnetic stimulation, is a technique that is employed to non-invasively activate or suppress targeted regions of the cerebral cortex. One TMS system has been FDA approved to treat certain medically refractory forms of depression. |
| Measure | Description | Time Frame |
|---|---|---|
| Relative Changes in Corticolimbic Functional Connectivity as a Result of TMS | The primary outcome measure is the relative change in functional connectivity in prefrontal corticolimbic brain networks resulting from TMS stimulation of two nodes in the dorsolateral prefrontal cortex: one which is positively correlated to the subgenual cingulate and one which is negatively correlated to this area. Functional connectivity is a measure of correlation strength which biologically reflects correlations between low-frequency oscillations in the fMRI blood oxygenation level dependent signal. As a correlation, this ranges from -1 to 1. This is then Fisher transformed from an r value to a z value (range -2 to -2). | Assessed immediately following each intervention |
| Measure | Description | Time Frame |
|---|---|---|
| Changes in Local Glucose Metabolism at Corticolimbic Network Nodes | This outcome measure will employ FDG PET scanning to assess changes in local glucose metabolism resulting from TMS to two dorsolateral prefrontal stimulation targets. More specially, changes in glucose metabolism will be assessed at the stimulation targets, in the subgenual cingulate and in the amygdala. This is measured in whole brain normalized standardized uptake values (wbnSUV). |
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Inclusion Criteria:
Exclusion Criteria:
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| Name | Affiliation | Role |
|---|---|---|
| Mark C Eldaief, M.D. | Brigham and Women's Hospital | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Martinos Center for Biomedical Imaging/Massachusetts General Hospital | Charlestown | Massachusetts | 02129 | United States |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 41326377 | Derived | Sun W, Billot A, McMains S, Rodrigues K, Braga RM, Izquierdo-Garcia D, Eldaief MC. Relationships between local metabolic activity and distributed functional connectivity in major depressive disorder. Transl Psychiatry. 2025 Dec 1;16(1):65. doi: 10.1038/s41398-025-03766-w. |
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45 subjects were enrolled and 37 subjects completed all three sessions. No randomization was done.
45 subjects were recruited between February 2013 and June 2016. All subjects were recruited in Boston, Massachusetts.
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| ID | Title | Description |
|---|---|---|
| FG000 | TMS to Positively Correlated DLPFC | Subjects first received High frequency TMS to a target region of dorsolateral prefrontal cortex which is positively correlated with the subgenual cingulate cortex TMS positively correlated DLPFC: TMS, or transcranial magnetic stimulation, is a technique that is employed to non-invasively activate or suppress targeted regions of the cerebral cortex. One TMS system has been FDA approved to treat certain medically refractory forms of depression. Following this, there was a washout period of at least 6 days, after which they received TMS to negatively correlated DLPFC. |
| FG001 | TMS to Negatively Correlated DLPFC | Subjects first received high frequency TMS to a target region of dorsolateral prefrontal cortex which is negatively correlated with the subgenual cingulate cortex TMS to negatively correlated DLPFC: TMS, or transcranial magnetic stimulation, is a way of non-invasively activating or suppressing targeted regions of the cerebral cortex. One TMS system has been FDA approved to treat certain medically refractory forms of depression. After a washout period of at least 6 days they received stimulation with the other treatment (TMS to positively correlated DLPFC). |
| Title | Milestones | Reasons Not Completed | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| First Intervention (1 Day) |
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| Washout (at Least 6 Days) |
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| Second Intervention (1 Day) |
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| ID | Title | Description |
|---|---|---|
| BG000 | TMS to Positively Correlated DLPFC | High frequency TMS to a target region of dorsolateral prefrontal cortex which is positively correlated with the subgenual cingulate cortex TMS positively correlated DLPFC: TMS, or transcranial magnetic stimulation, is a technique that is employed to non-invasively activate or suppress targeted regions of the cerebral cortex. One TMS system has been FDA approved to treat certain medically refractory forms of depression. |
| Units | Counts |
|---|---|
| Participants |
|
| 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 | Relative Changes in Corticolimbic Functional Connectivity as a Result of TMS | The primary outcome measure is the relative change in functional connectivity in prefrontal corticolimbic brain networks resulting from TMS stimulation of two nodes in the dorsolateral prefrontal cortex: one which is positively correlated to the subgenual cingulate and one which is negatively correlated to this area. Functional connectivity is a measure of correlation strength which biologically reflects correlations between low-frequency oscillations in the fMRI blood oxygenation level dependent signal. As a correlation, this ranges from -1 to 1. This is then Fisher transformed from an r value to a z value (range -2 to -2). | Posted | Mean | Standard Deviation | Fisher transformed z values | Assessed immediately following each intervention |
|
3 years 4 months
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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 Positively Correlated DLPFC | High frequency TMS to a target region of dorsolateral prefrontal cortex which is positively correlated with the subgenual cingulate cortex TMS positively correlated DLPFC: TMS, or transcranial magnetic stimulation, is a technique that is employed to non-invasively activate or suppress targeted regions of the cerebral cortex. One TMS system has been FDA approved to treat certain medically refractory forms of depression. |
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| Title | Organization | Phone | Extension | |
|---|---|---|---|---|
| Dr. Mark Eldaief | Massachusetts General Hospital | 6177261728 | MELDAIEF@PARTNERS.ORG |
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| Type | Includes Protocol | Includes SAP | Includes ICF | Document Label | Document Date | Document Uploaded Date | Document File Name |
|---|---|---|---|---|---|---|---|
| Prot | Yes | No | No | Study Protocol | Apr 6, 2021 | Jun 15, 2021 | Prot_000.pdf |
| SAP | No | Yes | No | Statistical Analysis Plan | Apr 6, 2021 | Jun 15, 2021 | SAP_001.pdf |
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| ID | Term |
|---|---|
| D003865 | Depressive Disorder, Major |
| D012008 | Recurrence |
| ID | Term |
|---|---|
| D003866 | Depressive Disorder |
| D019964 | Mood Disorders |
| D001523 | Mental Disorders |
| D020969 | Disease Attributes |
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| TMS to negatively correlated DLPFC | Procedure | TMS, or transcranial magnetic stimulation, is a way of non-invasively activating or suppressing targeted regions of the cerebral cortex. One TMS system has been FDA approved to treat certain medically refractory forms of depression. |
|
|
| Assessed immediately following each intervention. |
| Lost to Follow-up |
|
| NOT COMPLETED |
|
| NOT COMPLETED |
|
| BG001 | TMS to Negatively Correlated DLPFC | High frequency TMS to a target region of dorsolateral prefrontal cortex which is positively correlated with the subgenual cingulate cortex TMS to negatively correlated DLPFC: TMS, or transcranial magnetic stimulation, is a way of non-invasively activating or suppressing targeted regions of the cerebral cortex. One TMS system has been FDA approved to treat certain medically refractory forms of depression. |
| BG002 | Total | Total of all reporting groups |
| Participants |
|
| Age, Continuous | Mean | Standard Deviation | years |
|
| Sex: Female, Male | Count of Participants | Participants |
|
| Race (NIH/OMB) | Count of Participants | Participants |
|
| Region of Enrollment | Number | participants |
|
| OG001 | TMS to Negatively Correlated DLPFC | High frequency TMS to a target region of dorsolateral prefrontal cortex which is positively correlated with the subgenual cingulate cortex TMS to negatively correlated DLPFC: TMS, or transcranial magnetic stimulation, is a way of non-invasively activating or suppressing targeted regions of the cerebral cortex. One TMS system has been FDA approved to treat certain medically refractory forms of depression. |
|
|
| Secondary | Changes in Local Glucose Metabolism at Corticolimbic Network Nodes | This outcome measure will employ FDG PET scanning to assess changes in local glucose metabolism resulting from TMS to two dorsolateral prefrontal stimulation targets. More specially, changes in glucose metabolism will be assessed at the stimulation targets, in the subgenual cingulate and in the amygdala. This is measured in whole brain normalized standardized uptake values (wbnSUV). | Posted | Mean | Standard Error | whole brain normalized suv values | Assessed immediately following each intervention. |
|
|
|
| 0 |
| 37 |
| 0 |
| 37 |
| 0 |
| 37 |
| EG001 | TMS to Negatively Correlated DLPFC | High frequency TMS to a target region of dorsolateral prefrontal cortex which is positively correlated with the subgenual cingulate cortex TMS to negatively correlated DLPFC: TMS, or transcranial magnetic stimulation, is a way of non-invasively activating or suppressing targeted regions of the cerebral cortex. One TMS system has been FDA approved to treat certain medically refractory forms of depression. | 0 | 37 | 0 | 37 | 0 | 37 |
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| D010335 |
| Pathologic Processes |
| D013568 | Pathological Conditions, Signs and Symptoms |