Developmental Relaxometry 2023 (ds004611)
Developmental Relaxometry 2023: normative volumes and relaxation times at 3T during brain development
Quantitative T1 and T2 relaxation maps of the brain from healthy children aged 3 to 17, collected to build normative developmental curves of regional volumes and relaxation times that a short clinical protocol can be compared against. Includes MP2RAGE images and regional normative model outputs.
Overview
This OpenNeuro dataset (ds004611) holds quantitative T1 and T2 relaxation maps of the brain from 73 healthy children and adolescents, scanned at Lausanne University Hospital (CHUV) with a protocol of about six minutes that fits into routine clinical imaging. The authors used it to fit age-dependent normative models of regional brain volumes and relaxation times, so that a new pediatric scan can be checked against the expected range for its age. The data are described in a 2024 Scientific Data paper and released under CC0.
Composition
The study recruited 80 children without neurological or learning disorders reported by their parents; 7 were excluded for motion artifacts, leaving 73 participants aged 3.4 to 17.2 years. Each participant has one session with age at scan. All 73 have the two MP2RAGE inversion images, the uniform image and the T1 map. T2 maps are shared for 64: eight were dropped for flow artifacts and one was missing. The participants file lists 37 girls and 36 boys, while the paper reports 36 females. Derivatives include regional volume, T1 and T2 values per subject from an automated segmentation into 38 regions, regression slopes, offsets and 95% prediction intervals per region as CSV and Excel files, slope maps, and movies of how the age-dependent templates change.
Acquisition
All scans were acquired on one 3 T Siemens MAGNETOM Prisma Fit with a 64-channel head coil. T1 maps come from MP2RAGE and T2 maps from GRAPPATINI, a prototype sequence that fits a single-compartment decay model to undersampled k-space data. Both share field of view and resolution. Images were defaced with pydeface and resampled to 0.7 x 0.7 x 1.0 mm.
Annotations
No manual labels. Segmentations came from the MorphoBox research application with a pediatric atlas, and a radiologist reviewed each segmentation and scan for quality. Only one example label volume is shared.
Known limitations
- Single site, single scanner, and the T2 sequence is a vendor prototype, so values may not transfer to other protocols.
- The paper's counts of excluded scans differ between sections (seven or eight with T2 flow artifacts), and its sex count and mean age differ slightly from the shared participant files.
- Ages are spread unevenly: only 8 participants were 13 or older at the scan.
Cohort
Aggregate numbers from the sources below. Bars are relative to the 73 subjects.
Sex
- Female 37 51%
- Male 36 49%
participants.tsv sex in participants.tsv and sub-*/sub-*_sessions.tsv of ds004611 snapshot 1.0.2 (CC0), sex and age counted
Contrast / sequence
Groups can overlap
- MP2RAGE 73 100%
- T1 map 73 100%
- T2 map 64 88%
anat/*_MP2RAGE.nii.gz, anat/*_T1map.nii.gz in File tree of ds004611 snapshot 1.0.2 (CC0), files counted per subject and suffix; Methods, Study population in Romascano et al. 2024, Normative volumes and relaxation times at 3T during brain development, Scientific Data
Scanner vendor
- Siemens Healthineers 73 100%
Methods, MR image acquisition in Romascano et al. 2024, Normative volumes and relaxation times at 3T during brain development, Scientific Data
Country
- Switzerland 73 100%
Methods, Study population in Romascano et al. 2024, Normative volumes and relaxation times at 3T during brain development, Scientific Data
Age
mean 9.7 ± 2.8, median 9.3, range 3.4 to 17.2
sessions.tsv age in participants.tsv and sub-*/sub-*_sessions.tsv of ds004611 snapshot 1.0.2 (CC0), sex and age counted; Methods, Study population in Romascano et al. 2024, Normative volumes and relaxation times at 3T during brain development, Scientific Data
Condition
Groups can overlap
- Healthy control 73 100%
Methods, Study population in Romascano et al. 2024, Normative volumes and relaxation times at 3T during brain development, Scientific Data
Field strength
- 3 T 73 100%
Methods, MR image acquisition in Romascano et al. 2024, Normative volumes and relaxation times at 3T during brain development, Scientific Data
Age by sex
Reported cross table. Missing cells were not published (fewer than 10 or not reported).
- 1510-1916
- 220-920
participants.tsv sex; sessions.tsv age in participants.tsv and sub-*/sub-*_sessions.tsv of ds004611 snapshot 1.0.2 (CC0), sex and age counted
Contrast combinations
How many subjects have exactly each set of contrasts.
| MP2RAGE | T1map | T2map | Subjects with exactly this set |
|---|---|---|---|
64 | |||
9 |
sub-*/ses-*/anat/ in File tree of ds004611 snapshot 1.0.2 (CC0), files counted per subject and suffix; Methods, Study population in Romascano et al. 2024, Normative volumes and relaxation times at 3T during brain development, Scientific Data
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
Romascano D, Piredda GF, Caneschi S, Hilbert T, Corredor R, Maréchal B, Kober T, Ledoux JB, Fornari E, Hagmann P, Denervaud S. Normative volumes and relaxation times at 3T during brain development. Scientific Data 11, 429 (2024). https://doi.org/10.1038/s41597-024-03267-3
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.
- Romascano et al. 2024, Normative volumes and relaxation times at 3T during brain development, Scientific Data paper
- OpenNeuro ds004611 snapshot 1.0.2 (dataset_description.json, README, CHANGES and snapshot summary) website
- File tree of ds004611 snapshot 1.0.2 (CC0), files counted per subject and suffix computed
- participants.tsv and sub-*/sub-*_sessions.tsv of ds004611 snapshot 1.0.2 (CC0), sex and age counted computed