neuroCOVID dMRI and reversal learning fMRI (ds005364)
neuroCOVID MRI dWI and fMRI with reversal learning
Structural, diffusion and task fMRI brain scans of adults recovering from COVID-19 or from other respiratory infections, collected to relate anosmia and hospitalization to brain structure and reversal learning. 100 participants scanned in Santiago, Chile.
Overview
This OpenNeuro dataset holds the raw brain MRI of a Chilean study on adults who had recovered from a mild or moderate respiratory infection, most of them from COVID-19. The group at Universidad del Desarrollo and Clínica Alemana de Santiago asked whether two features of the acute illness, loss of smell and the need for hospital admission, go along with differences in decision making, brain activity and white matter months later. Participants played a probabilistic reversal learning card game, once outside and once inside the scanner. Snapshot 1.0.0 was published in July 2024 under a CC0 waiver.
Composition
The cohort has 100 adults recruited between February 2020 and May 2023 from public and private hospitals in Santiago. 73 had a PCR-confirmed SARS-CoV-2 infection and 27 had a respiratory infection from another agent, with repeated negative PCR tests and no history of COVID-19; these 27 serve as the comparison group, so there are no healthy controls. People needing invasive ventilation or intensive care, or with prior brain lesions, neuropsychiatric disorders or neurological symptoms other than smell loss, were excluded. Imaging took place 2 to 27 months after diagnosis. The participants table gives age, sex, education, COVID-19 status, smell loss and hospitalization during the acute episode, persistent cognitive complaints, months since diagnosis, and scores for depression (PHQ-9), anxiety (GAD-7), cognition (ACE-III), executive function (IFS-Ch), smell (KOR test) and the six-minute walk test.
Acquisition
All scans come from one 3 T Siemens Skyra. Each participant has a sagittal 3D MPRAGE T1-weighted image and a 3D SPACE T2-weighted image at 1 mm isotropic resolution. Most have a diffusion series with 30 directions at b = 1000 s/mm² plus b = 0, at 2 mm isotropic, and a task fMRI run (TR 2.39 s, 3 mm voxels) recorded during the reversal learning game with its event files. Gradient echo fieldmaps accompany most fMRI runs. Data are in BIDS with NIfTI images and JSON sidecars.
Known limitations
- Single site and scanner, one imaging session per person.
- The paper describes a 3D FLAIR acquisition for every participant, but no FLAIR images are in the snapshot.
- Ten participants lack the diffusion series and three lack the fMRI run.
- The snapshot has no dataset README, and participants.json mislabels the hospitalization levels as anosmia.
- Counts in participants.tsv differ slightly from the paper (44 versus 43 with smell loss; mean age 41.6 versus 40.1).
- Only raw images are shared; no derived maps or tractography.
Cohort
Aggregate numbers from the sources below. Bars are relative to the 100 subjects.
Contrast / sequence
Groups can overlap
- T1-weighted 100 100%
- T2-weighted 100 100%
- BOLD fMRI 97 97%
- Diffusion-weighted 90 90%
sub-*/anat, sub-*/dwi, sub-*/func in OpenNeuro ds005364 snapshot 1.0.0 (dataset_description.json, participants.json, file tree and sidecars)
Scanner vendor
- Siemens Healthineers 100 100%
Methods: Imaging acquisition in Kausel et al. 2024, Patients recovering from COVID-19 who presented with anosmia during their acute episode have behavioral, functional, and structural brain alterations, Scientific Reports 14, 19049
Age by condition
Reported cross table. A dot marks a cell the source does not give.
| COVID-19 | |
|---|---|
| 30-39 | 24 |
| 40-49 | 22 |
COVID; age in participants.tsv of OpenNeuro ds005364 snapshot 1.0.0 (CC0)
Age
mean 40.1, median 39, range 19 to 65
age in participants.tsv of OpenNeuro ds005364 snapshot 1.0.0 (CC0); Methods: Sample in Kausel et al. 2024, Patients recovering from COVID-19 who presented with anosmia during their acute episode have behavioral, functional, and structural brain alterations, Scientific Reports 14, 19049
Condition
Groups can overlap
- Respiratory tract infection 100 100%
- COVID-19 73 73%
- Olfactory dysfunction 43 43%
Methods: Sample, Results: Persistent symptoms in Kausel et al. 2024, Patients recovering from COVID-19 who presented with anosmia during their acute episode have behavioral, functional, and structural brain alterations, Scientific Reports 14, 19049
Field strength
- 3 T 100 100%
Methods: Imaging acquisition in Kausel et al. 2024, Patients recovering from COVID-19 who presented with anosmia during their acute episode have behavioral, functional, and structural brain alterations, Scientific Reports 14, 19049
Sex by condition
Reported cross table. A dot marks a cell the source does not give.
| COVID-19 | |
|---|---|
| Female | 36 |
| Male | 37 |
COVID; sex in participants.tsv of OpenNeuro ds005364 snapshot 1.0.0 (CC0)
Age by sex
Reported cross table. Missing cells were not published (fewer than 10 or not reported).
- 1440-4913
- 1930-3913
sex; age in participants.tsv of OpenNeuro ds005364 snapshot 1.0.0 (CC0)
Contrast combinations
How many subjects have exactly each set of contrasts.
| T1w | T2w | dwi | bold | Subjects with exactly this set |
|---|---|---|---|---|
87 | ||||
10 | ||||
3 |
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 1.0.0 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
Kausel L, Figueroa-Vargas A, Zamorano F, Stecher X, et al., Billeke P. Patients recovering from COVID-19 who presented with anosmia during their acute episode have behavioral, functional, and structural brain alterations. Scientific Reports 14, 19049 (2024). doi:10.1038/s41598-024-69772-y
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.
- Kausel et al. 2024, Patients recovering from COVID-19 who presented with anosmia during their acute episode have behavioral, functional, and structural brain alterations, Scientific Reports 14, 19049 paper
- OpenNeuro ds005364 snapshot 1.0.0 (dataset_description.json, participants.json, file tree and sidecars) website
- participants.tsv of OpenNeuro ds005364 snapshot 1.0.0 (CC0) computed