SRPBS Multi-disorder MRI
SRPBS Multi-disorder MRI Dataset (DecNef Project Brain Data Repository)
Resting-state fMRI, T1w and optional field maps at 3T from 1,627 Japanese participants (950 healthy controls and patients with autism, depression, schizophrenia spectrum disorders, chronic pain and others) from 12 sites, with a 1,410-participant subset released after registration.
Overview
The SRPBS Multi-disorder MRI Dataset is the imaging release of the DecNef consortium, a group of Japanese universities and institutes formed in 2013 under the Strategic Research Program for the Promotion of Brain Science (SRPBS) and funded by AMED. It was built to train and test functional-connectivity classifiers for psychiatric disorders across sites. Data are hosted on Synapse and on the DecNef Project Brain Data Repository run by ATR.
Composition
The restricted release holds 1,627 participants (958 men, 669 women, mean age 38.2 years): 950 healthy controls, 255 with major depressive disorder, 147 with schizophrenia spectrum disorders, 125 with autism spectrum disorder, 67 with chronic pain, 41 with bipolar disorder, 10 with stroke, 4 with dysthymia and 28 with other diagnoses. The unrestricted release is the subset of 1,410 participants who consented to public release. Each participant has one resting-state fMRI run, one T1w scan and an optional B0 field map, together with age, sex, handedness, diagnosis and clinical rating scales, MRIQC metrics and a defacing quality rating.
Acquisition
All scans were done at 3T on Siemens (TimTrio, Trio, Verio, Spectra) and GE (Signa HDxt, MR750w) scanners at 12 sites in Japan. A shared protocol recommended a 10-minute eyes-open run of 240 volumes with TR 2.5 s and 3.3 mm in-plane resolution, but several sites used shorter runs or other parameters. T1w scans follow the J-ADNI2 protocol at about 1 mm isotropic. Faces were masked with SPM8 and mri_deface.
Annotations
Diagnoses were made by clinicians at each site with DSM-IV, DSM-IV-TR or DSM-5 criteria, supported by the MINI or SCID, and chronic pain by the IASP definition. Three raters scored the defacing of every T1w scan.
Known limitations
- Diagnoses are not balanced across sites, so disorder and site are confounded. A separate Traveling Subject dataset of 9 men scanned at the sites is offered for harmonization.
- Run length, TR and phase-encoding direction differ between sites.
- The summary row of Table 3 in the descriptor gives a wrong sex split for autism; the site rows sum to 109 men and 16 women.
- The two releases carry different terms, and the full release needs an approved application.
Cohort
Aggregate numbers from the sources below. Bars are relative to the 1,627 subjects.
Sex
- Male 958 59%
- Female 669 41%
Age
mean 38.2± 14.8No age bins reported.
Contrast combinations
How many subjects have exactly each set of contrasts.
| T1w | bold | Subjects with exactly this set |
|---|---|---|
1,627 |
Contrast / sequence
subjects, values can overlap
- BOLD fMRI 1,627 100%
- T1-weighted 1,627 100%
Condition
subjects, values can overlap
- Healthy control 950 58%
- Major depressive disorder 255 16%
- Schizophrenia 147 9%
- Autism spectrum disorder 125 8%
- Chronic pain 67 4%
- Bipolar disorder 41 3%
- Stroke 10 <1%
- Dysthymic disorder 4 <1%
Scanner vendor
subjects
- Siemens Healthineers 1,087 67%
- GE HealthCare 540 33%
Field strength
subjects
- 3 T 1,627 100%
Country
subjects
- Japan 1,627 100%
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
Create an account and accept terms online
Registration gives the unrestricted release of 1,410 participants. The full release of 1,627 participants needs a signed application approved by ATR (https://bicr-resource.atr.jp/srpbs1600/). Both are also on Synapse.
Different parts of the data carry different licenses. The summary on the right shows the most restrictive answer per rule.
SRPBS Multi-disorder MRI Dataset (unrestricted) Terms of Use
Online registration on the DecNef Project Brain Data Repository or a Synapse account gives access. The data may not be used commercially and may not be copied or redistributed. Publications must acknowledge the DecNef Project Brain Data Repository, and co-researchers must register and accept the same terms.
What you can do
- No
- Not stated
- Not stated
- Not stated
- Yes
What you can share
- No
- Not stated
- Share trained models Not stated
What you must do
- Yes
- Share alike No
- Yes
- Ethics approval No
- Manuscript review No
- Release code No
- Return results No
- Delete after use No
Limits
- Not stated
- No
Commercial license: Not stated
DecNef Project Consortium Application Form for Data Usage
Signed application approved by ATR, for principal investigators or researchers named by one. The data may not be redistributed, must be kept password protected and may be used for research, technology development and education. The repository page limits use to non-commercial purposes. ATR must be told about publications.
What you can do
- No
- Not stated
- Not stated
- Not stated
- Conditional
What you can share
- No
- Not stated
- Share trained models Not stated
What you must do
- Yes
- Share alike No
- Yes
- Ethics approval No
- No
- Release code No
- Return results No
- Delete after use No
Limits
- Not stated
- No
Commercial license: Not stated
Citation
Tanaka SC, Yamashita A, Yahata N, et al. A multi-site, multi-disorder resting-state magnetic resonance image database. Scientific Data 8:227 (2021). doi:10.1038/s41597-021-01004-8
All numbers
Every number on this page, as stored in stats.csv, with its source.
| Measure | Breakdown | Value | Source |
|---|---|---|---|
| Subjects | total restricted release; 1,410 of them are in the unrestricted release (Table 4) | 1,627 | tanaka2021 Table 3 |
| Subjects | sex=male | 958 | tanaka2021 Table 3 |
| Subjects | sex=female | 669 | tanaka2021 Table 3 |
| Subjects | condition=healthy | 950 | tanaka2021 Table 3 |
| Subjects | condition=autism | 125 | tanaka2021 Table 3 |
| Subjects | condition=depression | 255 | tanaka2021 Table 3 |
| Subjects | condition=schizophrenia schizophrenia spectrum disorders | 147 | tanaka2021 Table 3 |
| Subjects | condition=chronic_pain | 67 | tanaka2021 Table 3 |
| Subjects | condition=stroke | 10 | tanaka2021 Table 3 |
| Subjects | condition=bipolar_disorder | 41 | tanaka2021 Table 3 |
| Subjects | condition=dysthymia | 4 | tanaka2021 Table 3 |
| Subjects | condition=healthy;sex=male | 539 | tanaka2021 Table 3 |
| Subjects | condition=healthy;sex=female | 411 | tanaka2021 Table 3 |
| Subjects | condition=autism;sex=male sum of the SWA and UTO site rows; the printed summary row repeats the depression split | 109 | tanaka2021 Table 3 |
| Subjects | condition=autism;sex=female sum of the SWA and UTO site rows; the printed summary row repeats the depression split | 16 | tanaka2021 Table 3 |
| Subjects | condition=depression;sex=male | 135 | tanaka2021 Table 3 |
| Subjects | condition=depression;sex=female | 120 | tanaka2021 Table 3 |
| Subjects | condition=schizophrenia;sex=male | 86 | tanaka2021 Table 3 |
| Subjects | condition=schizophrenia;sex=female | 61 | tanaka2021 Table 3 |
| Subjects | condition=chronic_pain;sex=male | 39 | tanaka2021 Table 3 |
| Subjects | condition=chronic_pain;sex=female | 28 | tanaka2021 Table 3 |
| Subjects | condition=stroke;sex=male | 6 | tanaka2021 Table 3 |
| Subjects | condition=stroke;sex=female | 4 | tanaka2021 Table 3 |
| Subjects | condition=bipolar_disorder;sex=male | 26 | tanaka2021 Table 3 |
| Subjects | condition=bipolar_disorder;sex=female | 15 | tanaka2021 Table 3 |
| Subjects | condition=dysthymia;sex=male | 3 | tanaka2021 Table 3 |
| Subjects | condition=dysthymia;sex=female | 1 | tanaka2021 Table 3 |
| Subjects | contrast=bold every participant folder holds rs-fMRI and T1w; field maps are optional | 1,627 | tanaka2021 Table 9 |
| Subjects | contrast=T1w defaced | 1,627 | tanaka2021 Table 9 |
| Subjects | contrast_set=bold+T1w | 1,627 | tanaka2021 Table 9 |
| Subjects | field_strength=3 | 1,627 | bicr-srpbs1600 |
| Subjects | country=JP | 1,627 | tanaka2021 Table 3 |
| Subjects | vendor=ge sum of the HUH, HRC and UTO site rows, the sites scanned on GE Signa HDxt or MR750w | 540 | tanaka2021 Tables 3 and 5 |
| Subjects | vendor=siemens sum of the other ten site rows | 1,087 | tanaka2021 Tables 3 and 5 |
| Mean age | total | 38.2 | tanaka2021 Table 3 |
| Age SD | total | 14.8 | tanaka2021 Table 3 |
Sources
The keys used in the table above.
- tanaka2021 Tanaka et al. 2021, Scientific Data paper
- synapse-srpbs SRPBS project page on Synapse (syn22317076) website
- bicr-srpbs1600 SRPBS Multidisorder MRI Dataset (restricted) page, DecNef Project Brain Data Repository website