SUDMEX CONN (ds003346)
SUDMEX CONN: The Mexican MRI dataset of patients with cocaine use disorder
Brain MRI of 144 adults from Mexico City, people with cocaine use disorder and healthy controls, with T1w, multishell diffusion and resting-state fMRI from one 3T Philips scanner, in BIDS on OpenNeuro under CC0.
Overview
SUDMEX CONN comes from a cross-sectional case-control study at the National Institute of Psychiatry Ramón de la Fuente Muñiz in Mexico City. The study set out to describe how crack cocaine affects the brain. It pairs brain MRI of people with cocaine use disorder (CUD) with healthy controls and was released on OpenNeuro as ds003346 in 2020 under a CC0 waiver. The data descriptor appeared in Scientific Data in 2022.
Composition
Snapshot 1.1.3 holds 144 subject folders. The participants table assigns 74 to the CUD group and 64 to the control group, leaves 6 without a group, and records age (18 to 50) and sex for most of them plus drug use variables and an exclusion flag. All 144 have a T1w scan, 141 a resting-state fMRI run and 135 a diffusion scan. Clinical and cognitive test results are published separately on Zenodo. CUD patients had to use cocaine at least three days a week and be abstinent for no more than 60 days; medical, neurological and other psychiatric disorders were exclusion criteria for everyone.
Acquisition
All scans were made between March 2015 and October 2016 on one Philips Ingenia 3T scanner with a 32-channel head coil, in a single session of about 50 minutes. The protocol was a 10-minute eyes-open resting-state EPI (TR 2 s, 3 mm voxels, 300 volumes), a mostly 1 mm isotropic 3D T1-weighted scan and a multishell HARDI diffusion scan (2 mm voxels, b = 1000 and 3000 s/mm²) with reverse phase-encoded field maps for both EPI series. Images were converted to BIDS NIfTI and defaced with pydeface.
Annotations
There are no image annotations. Diagnosis of cocaine dependence used the MINI-Plus interview. MRIQC quality reports are available on OpenNeuro.
Known limitations
- The paper reports a final sample of 138 after removing 7 of 145 scanned people, but the release keeps 144 subjects. Its participants table flags 36 of them for exclusion with a short reason, more than the paper removed.
- Counts in the paper disagree with each other: the text gives 75 CUD and 62 controls in one place and 74 and 64 in another, and the female counts differ between the abstract and Table 1.
- The CUD group moved more during scanning; the authors recommend motion correction.
- The snapshot contains a GPL v3 LICENSE file, while its dataset description declares CC0.
Cohort
Aggregate numbers from the sources below. Bars are relative to the 144 subjects.
Sex
- Male 116 85%
- Female 20 15%
Covers 136 of 144 subjects.
Age
mean 30.8± 7.7 · range 18 to 50Age by sex
Reported cross table. Missing cells were not published (fewer than 10 subjects or not reported).
- n/a40-4914
- n/a30-3946
- n/a20-2948
Contrast combinations
How many subjects have exactly each set of contrasts.
| T1w | dwi | bold | Subjects with exactly this set |
|---|---|---|---|
135 | |||
6 | |||
3 |
Contrast / sequence
subjects, values can overlap
- T1-weighted 144 100%
- BOLD fMRI 141 98%
- Diffusion-weighted 135 94%
Condition
subjects, values can overlap
- Cocaine use disorder 74 51%
- Healthy control 64 44%
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
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. The snapshot also contains a LICENSE file with the GNU GPL v3 text next to a README titled "Addimex_Conn, Repository of the Addiction Connectome project".
What you can do
- 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
Angeles-Valdez D, Rasgado-Toledo J, Issa-Garcia V, et al. The Mexican magnetic resonance imaging dataset of patients with cocaine use disorder: SUDMEX CONN. Scientific Data 9, 133 (2022). doi:10.1038/s41597-022-01251-3
All numbers
Every number on this page, as stored in stats.csv, with its source.
| Measure | Breakdown | Value | Source |
|---|---|---|---|
| Subjects | total 144 subject folders; participants.tsv has 145 rows including sub-161 which CHANGES says was deleted (defacing problems). The paper's final sample is 138 (74 CUD and 64 HC) of 145 scanned | 144 | ds003346-files |
| Subjects | condition=cocaine_use_disorder group 2 (CUD); the paper also reports 74 | 74 | ds003346-participants group |
| Subjects | condition=healthy group 1 (HC); the paper also reports 64. 6 further subjects have no group | 64 | ds003346-participants group |
| Subjects | sex=male sex 1 | 116 | ds003346-participants sex |
| Subjects | sex=female sex 2; 8 subjects have no sex | 20 | ds003346-participants sex |
| Subjects | age=10-19 all aged 18 or 19 | 7 | ds003346-participants age |
| Subjects | age=20-29 | 56 | ds003346-participants age |
| Subjects | age=30-39 | 54 | ds003346-participants age |
| Subjects | age=40-49 | 18 | ds003346-participants age |
| Subjects | age=50-59 8 subjects have no age | 1 | ds003346-participants age |
| Subjects | contrast=T1w | 144 | ds003346-files anat |
| Subjects | contrast=bold resting state | 141 | ds003346-files func |
| Subjects | contrast=dwi one subject has two dwi runs | 135 | ds003346-files dwi |
| Subjects | contrast_set=bold+dwi+T1w | 135 | ds003346-files |
| Subjects | contrast_set=bold+T1w | 6 | ds003346-files |
| Subjects | contrast_set=T1w | 3 | ds003346-files |
| Subjects | condition=cocaine_use_disorder;sex=male Table 1 of the paper reports 66 | 65 | ds003346-participants group and sex |
| Subjects | condition=healthy;sex=male Table 1 of the paper also reports 51 | 51 | ds003346-participants group and sex |
| Subjects | condition=healthy;sex=female Table 1 of the paper also reports 11 | 11 | ds003346-participants group and sex |
| Subjects | condition=cocaine_use_disorder;sex=female | 9 | angelesvaldez2022 Table 1 |
| Subjects | condition=cocaine_use_disorder;age=20-29 | 29 | ds003346-participants group and age |
| Subjects | condition=cocaine_use_disorder;age=30-39 | 34 | ds003346-participants group and age |
| Subjects | condition=healthy;age=20-29 | 27 | ds003346-participants group and age |
| Subjects | condition=healthy;age=30-39 | 20 | ds003346-participants group and age |
| Subjects | condition=healthy;age=40-49 | 11 | ds003346-participants group and age |
| Subjects | sex=male;age=20-29 | 48 | ds003346-participants sex and age |
| Subjects | sex=male;age=30-39 | 46 | ds003346-participants sex and age |
| Subjects | sex=male;age=40-49 | 14 | ds003346-participants sex and age |
| Subjects | condition=cocaine_use_disorder;contrast_set=bold+dwi+T1w | 69 | ds003346-participants group; contrast sets from the file tree |
| Subjects | condition=healthy;contrast_set=bold+dwi+T1w | 60 | ds003346-participants group; contrast sets from the file tree |
| Mean age | total 136 subjects with an age | 30.8 | ds003346-participants age |
| Age SD | total | 7.7 | ds003346-participants age |
| Median age | total | 30 | ds003346-participants age |
| Minimum age | total | 18 | ds003346-participants age |
| Maximum age | total | 50 | ds003346-participants age |
| Mean age | condition=healthy SD 8.26 | 30.6 | angelesvaldez2022 Table 1 |
| Mean age | condition=cocaine_use_disorder SD 7.20 | 31 | angelesvaldez2022 Table 1 |
Sources
The keys used in the table above.
- angelesvaldez2022 Angeles-Valdez et al. 2022, The Mexican magnetic resonance imaging dataset of patients with cocaine use disorder, Scientific Data paper
- openneuro-ds003346-v113 OpenNeuro ds003346 snapshot 1.1.3 (dataset_description.json, CHANGES and snapshot summary) website
- ds003346-participants participants.tsv of ds003346 snapshot 1.1.3 (CC0), counted over the 144 rows with an image folder; group, sex and age columns computed
- ds003346-files File tree of ds003346 snapshot 1.1.3 (CC0), subjects with a T1w, dwi or bold NIfTI file computed