GSP
Brain Genomics Superstruct Project
Open access release of 1,570 healthy young adults aged 18 to 35 from Boston, each with a multi-echo MPRAGE T1w scan and one or two eyes-open resting-state BOLD runs at 3T, plus FreeSurfer morphometrics, fMRI quality metrics and behavioral measures, and 69 test-retest pairs.
Overview
The Brain Genomics Superstruct Project collected a short structural and resting-state MRI protocol, saliva for DNA and online behavioral tests from healthy volunteers who were already taking part in other studies on matched scanners in the Boston area. Its first open data release, from Harvard University and Massachusetts General Hospital, covers 1,570 young adults scanned between 2008 and 2012 and is meant for large-sample work on normal brain structure, functional networks and their relation to personality and cognition. It is hosted on Harvard Dataverse.
Composition
All 1,570 participants are 18 to 35 years old (mean 21.5), and about 58% are women. Each has one T1-weighted scan and at least one resting-state BOLD run; 1,139 have a second run. A separate archive holds 69 people scanned a second time within six months for test-retest work. Spreadsheets give demographics, fMRI quality metrics and FreeSurfer morphometrics computed before face blurring. Self-report measures exist for 926 people and cognitive tasks for 892. A set of more sensitive phenotypes sits on the LONI archive under stricter terms. Genotypes were planned but are not part of this release.
Acquisition
Scans came from Siemens 3T Tim Trio scanners at Harvard and MGH, all with the 12-channel head coil. The T1w image is the root mean square of a four-echo MPRAGE at 1.2 mm isotropic, taking about two minutes. Each BOLD run lasts about six minutes at 3 mm isotropic with a 3 s TR, eyes open. Images are NIfTI, and anatomical scans were defaced by face blurring.
Annotations
There are no manual labels. FreeSurfer 4.5.0 outputs were produced automatically and only checked visually.
Known limitations
- A convenience sample: many are college students, education and estimated IQ are above the population average, and about 62% are white non-Hispanic.
- Sessions with artifacts, low signal-to-noise or a large shift in head size after face blurring were dropped, so the sample is filtered on data quality.
- The scanner software version changed during collection (B13, B15, B17); it is recorded per session.
- Face blurring changes some regional morphometric estimates.
Cohort
Aggregate numbers from the sources below. Bars are relative to the 1,570 subjects.
Sex
- Female 905 58%
- Male 665 42%
Age
mean 21.5± 2.9 · range 18 to 35Age by sex
Reported cross table. Missing cells were not published (fewer than 10 subjects or not reported).
- 234-352
- 532-336
- 730-3113
- 1428-2914
- 4026-2726
- 6824-2541
- 14922-23114
- 28920-21220
- 33118-19229
Contrast combinations
How many subjects have exactly each set of contrasts.
| T1w | bold | Subjects with exactly this set |
|---|---|---|
1,570 |
Modality
subjects
- MRI 1,570 100%
Contrast / sequence
subjects, values can overlap
- T1-weighted 1,570 100%
- BOLD fMRI 1,570 100%
Condition
subjects, values can overlap
- Healthy control 1,570 100%
Scanner vendor
subjects
- Siemens Healthineers 1,570 100%
Field strength
subjects
- 3 T 1,570 100%
Country
subjects
- United States 1,570 100%
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
Sign a data use agreement, often reviewed by the provider
Brain Genomics Superstruct Project Open Access Data Use Terms
Accepted on Harvard Dataverse before requesting the files. Users must not try to identify or contact participants or link the data to other data about them, must follow their institution's human-subjects rules and must acknowledge the GSP. Original and derived data may be passed on only under the same terms.
Covers the open access release on Dataverse. An extended set of more sensitive phenotypes is held on the LONI Image Data Archive and needs separately signed GSP Restricted Data Use Terms, whose text is not public.
What you can do
- Not stated
- Not stated
- Yes
- Yes
What you can share
- Conditional
- Conditional
- Share trained models Not stated
What you must do
- Yes
- Yes
- Yes
- Conditional
- Manuscript review No
- Release code No
- Return results No
- Delete after use No
Limits
- Yes
- No
Commercial license: Not stated
Citation
Holmes AJ, Hollinshead MO, O'Keefe TM, et al. Brain Genomics Superstruct Project initial data release with structural, functional, and behavioral measures. Scientific Data 2, 150031 (2015). doi:10.1038/sdata.2015.31
All numbers
Every number on this page, as stored in stats.csv, with its source.
| Measure | Breakdown | Value | Source |
|---|---|---|---|
| Subjects | total main release; 69 test-retest participants are distributed separately | 1,570 | holmes2015 Table 2 |
| Subjects | condition=healthy no history of Axis I or neurological disorder, no psychotropic medication | 1,570 | holmes2015 Methods, Participants |
| Subjects | modality=MR | 1,570 | holmes2015 Table 2 |
| Subjects | field_strength=3 | 1,570 | holmes2015 Methods, MRI data acquisition |
| Subjects | vendor=siemens matched Siemens 3T Tim Trio scanners | 1,570 | holmes2015 Methods, MRI data acquisition |
| Subjects | country=US recruited from the Boston community | 1,570 | holmes2015 Methods, Participants |
| Subjects | contrast=T1w multi-echo MPRAGE | 1,570 | holmes2015 Abstract |
| Subjects | contrast=bold resting state; 1139 subjects have two runs | 1,570 | holmes2015 Table 2 |
| Subjects | contrast_set=bold+T1w | 1,570 | holmes2015 Abstract |
| Subjects | sex=female sum of the female column (57.6% in Table 2) | 905 | holmes2015 Table 3 |
| Subjects | sex=male sum of the male column | 665 | holmes2015 Table 3 |
| Subjects | age=18-19 sum of males and females | 560 | holmes2015 Table 3 |
| Subjects | age=20-21 sum of males and females | 509 | holmes2015 Table 3 |
| Subjects | age=22-23 sum of males and females | 263 | holmes2015 Table 3 |
| Subjects | age=24-25 sum of males and females | 109 | holmes2015 Table 3 |
| Subjects | age=26-27 sum of males and females | 66 | holmes2015 Table 3 |
| Subjects | age=28-29 sum of males and females | 28 | holmes2015 Table 3 |
| Subjects | age=30-31 sum of males and females | 20 | holmes2015 Table 3 |
| Subjects | age=32-33 sum of males and females | 11 | holmes2015 Table 3 |
| Subjects | age=34-35 sum of males and females | 4 | holmes2015 Table 3 |
| Subjects | sex=male;age=18-19 | 229 | holmes2015 Table 3 |
| Subjects | sex=female;age=18-19 | 331 | holmes2015 Table 3 |
| Subjects | sex=male;age=20-21 | 220 | holmes2015 Table 3 |
| Subjects | sex=female;age=20-21 | 289 | holmes2015 Table 3 |
| Subjects | sex=male;age=22-23 | 114 | holmes2015 Table 3 |
| Subjects | sex=female;age=22-23 | 149 | holmes2015 Table 3 |
| Subjects | sex=male;age=24-25 | 41 | holmes2015 Table 3 |
| Subjects | sex=female;age=24-25 | 68 | holmes2015 Table 3 |
| Subjects | sex=male;age=26-27 | 26 | holmes2015 Table 3 |
| Subjects | sex=female;age=26-27 | 40 | holmes2015 Table 3 |
| Subjects | sex=male;age=28-29 | 14 | holmes2015 Table 3 |
| Subjects | sex=female;age=28-29 | 14 | holmes2015 Table 3 |
| Subjects | sex=male;age=30-31 | 13 | holmes2015 Table 3 |
| Subjects | sex=female;age=30-31 | 7 | holmes2015 Table 3 |
| Subjects | sex=male;age=32-33 | 6 | holmes2015 Table 3 |
| Subjects | sex=female;age=32-33 | 5 | holmes2015 Table 3 |
| Subjects | sex=male;age=34-35 | 2 | holmes2015 Table 3 |
| Subjects | sex=female;age=34-35 | 2 | holmes2015 Table 3 |
| Mean age | total | 21.5 | holmes2015 Table 2 |
| Age SD | total | 2.9 | holmes2015 Table 2 |
| Minimum age | total | 18 | holmes2015 Table 2 |
| Maximum age | total | 35 | holmes2015 Table 2 |
| Scans | total 1570 T1w plus 2709 BOLD runs, summed; main release only | 4,279 | holmes2015 Abstract; Data Records, Imaging data |
| Scans | contrast=T1w one RMS-averaged multi-echo MPRAGE per subject in the main release | 1,570 | holmes2015 Data Records, Imaging data |
| Scans | contrast=bold 1570 first runs plus 1139 second runs, summed; main release only | 2,709 | holmes2015 Abstract |
Sources
The keys used in the table above.
- holmes2015 Holmes et al. 2015, Brain Genomics Superstruct Project initial data release, Scientific Data paper
- dataverse-gsp-25833 Harvard Dataverse dataset doi:10.7910/DVN/25833, version 10.6 (description, terms of use and file list) website
- nrg-gsp-page Neuroinformatics Research Group GSP open data release page (access steps) website