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MRI Brain

DMCC55B

Dual Mechanisms of Cognitive Control project, 55-participant baseline subset

Task fMRI and structural brain MRI of healthy young adults performing four cognitive control tasks (AX-CPT, cued task-switching, Sternberg working memory, Stroop), shared to study individual differences in cognitive control and for methods benchmarking.

Overview

DMCC55B is the first public release of the Dual Mechanisms of Cognitive Control (DMCC) project at Washington University in St. Louis. The project scans each participant while they perform a battery of four established cognitive control tasks, aiming at enough data per person to study individual differences in proactive and reactive control. This release covers the baseline scanning session of 55 unrelated participants and is meant for individual difference analyses and for benchmarking analysis methods. It is shared on OpenNeuro as ds003465 under a CC0 waiver.

Composition

The 55 participants (34 female, mean age 31.7 years) were selected from a pool of 97, about two thirds of them twins, by keeping one member per twin pair and only people with complete, good quality baseline data. Recruitment required an age of 18 to 45 and no severe mental illness or neurological trauma. Of the 55, 31 also took part in the Human Connectome Project Young Adult study; the key that links both ID sets sits in the HCP restricted data. Each subject has one T1-weighted and one T2-weighted scan and eight task BOLD runs: two each of AX-CPT, cued task-switching, Sternberg working memory and Stroop. Events files with trial-level responses, cardiac and respiratory recordings, E-Prime output, 28 questionnaire measures and fMRIPrep 1.3.2 outputs are included.

Acquisition

All data come from one 3T Siemens Prisma with a 32-channel head coil. BOLD runs used CMRR multiband EPI with factor 4, 2.4 mm isotropic voxels and a TR of 1.2 s; each task was run once with anterior-to-posterior and once with posterior-to-anterior phase encoding. A single-band reference precedes every run, and spin echo fieldmap pairs were acquired. The T1-weighted and T2-weighted structural scans have 0.8 mm isotropic voxels.

Annotations

There are no image annotations. Task events, responses and reaction times are given per run.

Known limitations

  • Baseline session only; the proactive and reactive sessions and the resting state runs are not in this release.
  • The paper states that 12 participants have structural scans from a later session, used when the baseline anatomy failed quality review.
  • Participants were chosen for data quality, which may bias motion and performance measures.
  • Demographics are minimal: participants.tsv has age and sex for only part of the subjects.
  • Physiological recordings are missing for some runs and vary in quality.

Cohort

Aggregate numbers from the sources below. Bars are relative to the 55 subjects.

Sex

  • Female 34 100%

Covers 34 of 55 subjects.

Methods: Participants in Etzel et al. 2022, The Dual Mechanisms of Cognitive Control dataset, Scientific Data

Condition

Groups can overlap

  • Healthy control 55 100%

Abstract in Etzel et al. 2022, The Dual Mechanisms of Cognitive Control dataset, Scientific Data

Age

mean 31.7 ± 5.9

No age bins reported.

Methods: Participants in Etzel et al. 2022, The Dual Mechanisms of Cognitive Control dataset, Scientific Data

Contrast / sequence

Groups can overlap

  • T1-weighted 55 100%
  • T2-weighted 55 100%
  • BOLD fMRI 55 100%

From BIDS file tree of ds003465 snapshot 1.0.8 (CC0), raw NIfTI files under sub-*/ counted per suffix

Contrast combinations

How many subjects have exactly each set of contrasts.

T1wT2wboldSubjects with exactly this set
55

From BIDS file tree of ds003465 snapshot 1.0.8 (CC0), raw NIfTI files under sub-*/ counted per suffix

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
Open download

Download without an account

Access page

Creative Commons Zero 1.0 Universal

Public domain dedication. Do anything with the data, including commercial use, without asking and without having to give credit.

dataset_description.json of snapshot 1.0.8 states "License" CC0.

Original license text Version read: 1.0 Checked 2026-10-07

What you can do

  • Yes
  • Yes
  • Yes
  • Yes
  • Yes

What you can share

  • Yes
  • Yes
  • Yes

What you must do

  • No
  • Share alike No
  • No
  • No
  • Manuscript review No
  • Release code No
  • Return results No
  • Delete after use No

Limits

  • No
  • Location limits No

Citation

Etzel JA, Brough RE, Freund MC, Kizhner A, Lin Y, Singh MF, Tang R, Tay A, Wang A, Braver TS. The Dual Mechanisms of Cognitive Control dataset, a theoretically-guided within-subject task fMRI battery. Scientific Data 9, 114 (2022). doi:10.1038/s41597-022-01226-4

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.