Food and Brain Study (ds004697)
Food and Brain Study
Task and resting-state fMRI with T1-weighted brain MRI of 7- to 8-year-old children without obesity, scanned while viewing food images of larger and smaller portions to study brain responses linked to overeating. 84 children from Penn State, 3T Siemens, BIDS, under CC0.
Overview
This OpenNeuro dataset holds the raw brain MRI of the Food and Brain Study, a Penn State project led by Kathleen Keller that asks how children's brains respond to portion size and energy density of food, and whether those responses relate to how much more they eat when served larger meals. Children aged 7 to 8 at enrollment came for six baseline visits between 2017 and 2022, with test meals at increasing portion sizes, and were scanned at the last of these visits. The images were released in 2023 under a CC0 waiver; the protocol is on OSF.
Composition
Snapshot 1.0.2 has image folders for 84 children, 42 girls and 42 boys, with a mean baseline age of 7.8 years. participants.tsv lists 94 children, so 10 of them have demographics but no images. Every imaged child has a T1-weighted scan. 82 have the resting-state run and 82 have food-cue runs, 77 of them all five. Field maps exist for 79 children. participants.tsv also records BMI percentile, race, ethnicity and a familial obesity risk group (low or high) based on the mother's BMI.
Acquisition
All data come from one 3T Siemens scanner at Penn State's University Park campus, one session per child. The protocol is an MPRAGE at 1 mm isotropic resolution (defaced with pydeface), a resting-state run during which children watched an abstract video, five food-cue fMRI runs (TR 2 s, 3 mm voxels) and a gradient-echo field map. In the task, children saw blocks of food pictures that varied in portion size and energy density, plus office supplies as a control, and indicated whether they wanted each item.
Annotations
There are no image annotations. Event files of the food-cue runs give the onset, condition, picture and button response of every trial.
Known limitations
- The Nutrients paper names a Siemens Magnetom Trio, while the image sidecars report a Prisma fit.
- The paper excluded 25 of 88 children from its analyses, mainly for head motion or too few usable runs.
- The sample is small, nearly all White and non-Hispanic, from higher-income families, and excludes children with obesity.
- Ages in participants.tsv are from the first baseline visit, not the scan date.
Cohort
Aggregate numbers from the sources below. Bars are relative to the 84 subjects.
Sex
- Female 42 50%
- Male 42 50%
sex in participants.tsv of ds004697 snapshot 1.0.2 (CC0), restricted to the 84 subjects with image folders
Contrast / sequence
Groups can overlap
- T1-weighted 84 100%
- BOLD fMRI 84 100%
anat/sub-*_ses-1_T1w.nii.gz, func/sub-*_ses-1_task-*_bold.nii.gz in File listing of ds004697 snapshot 1.0.2 (CC0), counted per subject folder from anat, func and fmap NIfTI files
Scanner vendor
- Siemens Healthineers 84 100%
Manufacturer in BIDS JSON sidecars of ds004697 snapshot 1.0.2 (CC0)
Country
- United States 84 100%
README in OpenNeuro ds004697 snapshot 1.0.2 (README, dataset_description.json and snapshot summary)
Age
mean 7.8 ± 0.6, median 7.7, range 7 to 9
age in participants.tsv of ds004697 snapshot 1.0.2 (CC0), restricted to the 84 subjects with image folders
Condition
Groups can overlap
- Healthy control 84 100%
Field strength
- 3 T 84 100%
MagneticFieldStrength in BIDS JSON sidecars of ds004697 snapshot 1.0.2 (CC0)
Contrast combinations
How many subjects have exactly each set of contrasts.
| T1w | bold | Subjects with exactly this set |
|---|---|---|
84 |
anat and func NIfTI files in File listing of ds004697 snapshot 1.0.2 (CC0), counted per subject folder from anat, func and fmap NIfTI files
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 1.0.2 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
Fuchs BA, Pearce AL, Rolls BJ, Wilson SJ, Rose EJ, Geier CF, Garavan H, Keller KL. The Cerebellar Response to Visual Portion Size Cues Is Associated with the Portion Size Effect in Children. Nutrients 16(5):738 (2024). doi:10.3390/nu16050738. Dataset: OpenNeuro ds004697, doi:10.18112/openneuro.ds004697.v1.0.2.
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.
- Fuchs et al. 2024, The Cerebellar Response to Visual Portion Size Cues Is Associated with the Portion Size Effect in Children, Nutrients paper
- OpenNeuro ds004697 snapshot 1.0.2 (README, dataset_description.json and snapshot summary) website
- File listing of ds004697 snapshot 1.0.2 (CC0), counted per subject folder from anat, func and fmap NIfTI files computed
- participants.tsv of ds004697 snapshot 1.0.2 (CC0), restricted to the 84 subjects with image folders computed
- BIDS JSON sidecars of ds004697 snapshot 1.0.2 (CC0) computed