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MRI Brain

EMBARC

Establishing Moderators and Biosignatures of Antidepressant Response in Clinical Care (EMBARC)

Brain MRI, EEG and blood samples before and one week into treatment from a placebo-controlled trial of sertraline in major depression, built to find markers that predict who improves on an antidepressant. 309 adults with depression and 40 controls at four US sites.

Overview

EMBARC is an NIMH-funded randomized clinical trial built to find clinical and biological markers that predict who improves on an antidepressant. Adults with major depressive disorder were randomized to sertraline or placebo for eight weeks; those who did not respond were switched under double blind to bupropion (after sertraline) or sertraline (after placebo) for eight more weeks. MRI, EEG, behavioral tasks and blood samples were collected before treatment and again after one week, so that both baseline predictors and early changes can be related to outcome. A small healthy control group was tested to measure test-retest reliability and comparability of the markers across sites. Data are held in NIMH Data Archive collection 2199.

Composition

The design paper reports 309 randomized participants with MDD, recruited from August 2011 to December 2015, and 40 healthy controls (10 per clinical site, 12 of whom were also tested at a second site). Patients were outpatients aged 18 to 65 with early-onset, chronic or recurrent MDD and no psychosis or bipolar disorder. Their mean age is 37.3 years and 57% are female. Clinical sites were UT Southwestern, Columbia University, Massachusetts General Hospital and the University of Michigan. The NDA collection shares 336 subjects, 330 of them with imaging data.

Acquisition

All four sites scanned on 3T systems. The protocol covers a 3D T1-weighted structural scan, an emotional conflict task and a reward task in fMRI, resting-state fMRI, pseudo-continuous arterial spin labeling and diffusion tensor imaging. Every sequence except DTI was repeated at week 1. At baseline, 305 patients had anatomical MRI, 300 fMRI and 230 DTI. Resting and evoked-potential EEG were recorded at the same visits.

Annotations

There are no image labels. Each subject carries a SCID diagnosis, treatment arm, repeated Hamilton depression ratings and many clinical scales, which define response and remission outcomes.

Known limitations

The sample is restricted to early-onset or recurrent, chronic MDD, which limits how well findings transfer to other patients. Scanner models differ between sites and vendors are not reported in the design paper. The NDA collection description still names the originally planned citalopram, bupropion and CBT arms with 675 patients, which does not match the trial as run.

Cohort

Aggregate numbers from the sources below. Bars are relative to the 349 subjects.

Condition

Groups can overlap

  • Major depressive disorder 309 89%
    Age mean 37.3 ± 13.2
  • Healthy control 40 11%

Table 3, Healthy Control Sample in Trivedi et al. 2016, EMBARC rationale and design, J Psychiatr Res (author manuscript PMC6100771)

Contrast / sequence by condition

Reported cross table. A dot marks a cell the source does not give.

Major depressive disorderHealthy control
T1-weighted30540
BOLD fMRI30040
Diffusion-weighted23040

Table 5 in Trivedi et al. 2016, EMBARC rationale and design, J Psychiatr Res (author manuscript PMC6100771)

Contrast / sequence

Groups can overlap

  • T1-weighted 345 99%
  • BOLD fMRI 340 97%
  • Diffusion-weighted 270 77%

Table 5 in Trivedi et al. 2016, EMBARC rationale and design, J Psychiatr Res (author manuscript PMC6100771)

License and access

Our reading of the license, not legal advice. Before you use the data, read the original license and confirm that your use is allowed. We take no responsibility for how you use a dataset. Full disclaimer

Access
Application

A research proposal is reviewed and approved

Access page

NIMH Data Archive Data Use Terms and Conditions (Data Use Certification)

Terms every NIMH Data Archive data access request accepts. Data are for research, scholarship or teaching; they may only be shared with collaborators who hold their own access; re-identification is forbidden; each publication needs an NDA Study linked to the data and an acknowledgement; downloaded data must be deleted when the research ends or after the one-year access period.

EMBARC is NIMH Data Archive collection 2199. Access needs an approved NDA data access request; study-specific clauses of the permission group are not broken down here.

Original license text Version read: NDA "Data Use Terms and Conditions" as served by the NDA content API, last updated 2024-08-05 Checked 2026-10-08

What you can do

  • Not stated
  • Not stated
  • Not stated
  • Conditional
  • Conditional

What you can share

  • No
  • Conditional
  • Share trained models Not stated

What you must do

  • Yes
  • Share alike No
  • Yes
  • Conditional
  • Manuscript review No
  • No
  • Yes
  • Yes

Limits

  • Yes
  • Location limits No

Citation

Trivedi MH, McGrath PJ, Fava M, Parsey RV, Kurian BT, Phillips ML, et al. Establishing moderators and biosignatures of antidepressant response in clinical care (EMBARC): Rationale and design. J Psychiatr Res 78:11-23 (2016). doi:10.1016/j.jpsychires.2016.03.001

Sources

Every number on this page comes from one of these documents. Each chart names the table or page it is taken from. The raw numbers are in stats.csv.