Transdiagnostic Connectome Project (ds005237)
The Transdiagnostic Connectome Project: an open dataset for studying brain-behavior relationships in psychiatry
Resting-state and task fMRI with T1- and T2-weighted brain MRI from adults with a range of affective and psychotic psychiatric illnesses and healthy controls, collected to study brain-behavior relationships across diagnoses. Comes with clinical interviews and over 50 questionnaires and cognitive tests.
Overview
The Transdiagnostic Connectome Project (TCP) scanned adults with and without psychiatric illness at Yale University and McLean Hospital between November 2019 and March 2023. Recruitment targeted psychiatric hospitals, community mental health centers and online platforms so that the sample covers a wide range of affective and psychotic psychopathology next to a healthy comparison group. The aim is to relate brain function to symptoms and behavior across diagnostic categories. Raw data are on OpenNeuro as ds005237 under CC0; the data descriptor appeared in Scientific Data in 2025.
Composition
The open release holds 241 participants aged 18 to 68 at scan: 148 who met criteria for a psychiatric diagnosis on the SCID-5 research interview and 93 healthy comparison participants. Five more participants did not agree to open sharing and are left out. The most common primary diagnoses are current or past major depression, anxiety disorders, bipolar disorder, PTSD and schizophrenia or schizoaffective disorder. Phenotype tables cover clinician ratings (MADRS, PANSS, YMRS and others), more than 25 self-report scales, TestMyBrain cognitive tests and in-scanner task performance.
Acquisition
Both sites used harmonized 3 T Siemens Magnetom Prisma scanners with a 64-channel head coil. Each person has a multi-echo MPRAGE T1-weighted image and a T2-weighted image at 1.2 mm, up to four resting-state runs, two Stroop task runs and one emotional faces task run, all multiband EPI at 2 mm with a TR of 800 ms following the Human Connectome Project protocol, plus spin-echo field maps in both phase encoding directions. Images were defaced before upload and organized in BIDS. Later snapshots added framewise displacement traces and parcellated, denoised timeseries.
Known limitations
- Group counts differ slightly between sources: the paper gives 148 patients and 93 controls, while participants.tsv labels 149 imaged subjects as Patient and 92 as GenPop.
- The run counts in the file tree are a little lower than the per-run sample sizes reported in the paper.
- Primary diagnoses are free text in the phenotype table; the condition counts here group them and cover only the primary diagnosis, so comorbidity is not reflected.
- The face images used in the emotional faces task cannot be shared.
- Full HCP-pipeline derivatives sit in the NIMH Data Archive rather than on OpenNeuro.
Cohort
Aggregate numbers from the sources below. Bars are relative to the 241 subjects.
Sex
- Female 137 57%
- Male 100 41%
- Other 4 2%
Contrast / sequence
Groups can overlap
- T1-weighted 241 100%
- T2-weighted 241 100%
- BOLD fMRI 241 100%
From File tree of ds005237 snapshot 1.1.3 (CC0), NIfTI files counted per subject folder
Scanner vendor
- Siemens Healthineers 241 100%
MRI data acquisition in Chopra et al. 2025, The Transdiagnostic Connectome Project: an open dataset for studying brain-behavior relationships in psychiatry, Scientific Data 12, 923
Field strength
- 3 T 241 100%
MRI data acquisition in Chopra et al. 2025, The Transdiagnostic Connectome Project: an open dataset for studying brain-behavior relationships in psychiatry, Scientific Data 12, 923
Age by condition
Reported cross table. A dot marks a cell the source does not give.
| Healthy control | |
|---|---|
| 10-19 | 11 |
| 20-29 | 40 |
| 30-39 | 19 |
| 50-59 | 10 |
Group and age columns in participants.tsv of ds005237 snapshot 1.1.3 (CC0), age, sex and Group columns, restricted to the 241 subjects with image folders
Age
mean 34 ± 13.2, median 29.3, range 18.1 to 68.3
Condition
Groups can overlap
- Healthy control 93 39%
- Major depressive disorder 35 15%
- Anxiety disorder 29 12%
- Bipolar disorder 24 10%
- Post-traumatic stress disorder 15 6%
- Psychotic disorder 13 5%
Abstract in Chopra et al. 2025, The Transdiagnostic Connectome Project: an open dataset for studying brain-behavior relationships in psychiatry, Scientific Data 12, 923; Primary_Dx column in phenotype/demos.tsv of ds005237 snapshot 1.1.3 (CC0), Primary_Dx column, restricted to the 241 subjects with image folders
Country
- United States 241 100%
Sex by condition
Reported cross table. A dot marks a cell the source does not give.
| Healthy control | |
|---|---|
| Female | 50 |
| Male | 41 |
Group and sex columns in participants.tsv of ds005237 snapshot 1.1.3 (CC0), age, sex and Group columns, restricted to the 241 subjects with image folders
Age by sex
Reported cross table. Missing cells were not published (fewer than 10 or not reported).
- 1550-5914
- 2240-49n/a
- 2130-3921
- 6120-2946
- 1310-19n/a
age and sex columns in participants.tsv of ds005237 snapshot 1.1.3 (CC0), age, sex and Group columns, restricted to the 241 subjects with image folders
Contrast combinations
How many subjects have exactly each set of contrasts.
| T1w | T2w | bold | Subjects with exactly this set |
|---|---|---|---|
241 |
From File tree of ds005237 snapshot 1.1.3 (CC0), NIfTI files counted per subject folder
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
Download without an account
Raw defaced MRI, events files, phenotype tables, framewise displacement traces and parcellated timeseries are an open download on OpenNeuro. HCP-pipeline derivatives are co-deposited in NIMH Data Archive study 2932, which has its own access process.
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 1.1.3 states "License" CC0.
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
Chopra S, Cocuzza CV, Lawhead C, et al. The Transdiagnostic Connectome Project: an open dataset for studying brain-behavior relationships in psychiatry. Scientific Data 12, 923 (2025). doi:10.1038/s41597-025-04895-z
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.
- Chopra et al. 2025, The Transdiagnostic Connectome Project: an open dataset for studying brain-behavior relationships in psychiatry, Scientific Data 12, 923 paper
- OpenNeuro ds005237 snapshot 1.1.3 (dataset_description.json, README, CHANGES and snapshot summary) website
- participants.tsv of ds005237 snapshot 1.1.3 (CC0), age, sex and Group columns, restricted to the 241 subjects with image folders computed
- phenotype/demos.tsv of ds005237 snapshot 1.1.3 (CC0), Primary_Dx column, restricted to the 241 subjects with image folders computed
- File tree of ds005237 snapshot 1.1.3 (CC0), NIfTI files counted per subject folder computed