Frontoparietal Plasticity (ds003849)
Individual differences in frontoparietal plasticity in humans
Brain MRI and fMRI of young adults scanned before and after 50 minutes of adaptive n-back training, collected to test whether ventral tegmental connectivity and T1w/T2w myelin maps predict working memory learning. 46 adults aged 18 to 25 from Philadelphia.
Overview
This dataset comes from a training study by Allyson Mackey's lab at the University of Pennsylvania. Young adults were scanned, practised an adaptive n-back working memory task for 50 minutes, and were scanned again with the same protocol. The authors asked whether resting-state connectivity of the ventral tegmental area and T1w/T2w ratios, a proxy for myelin, at baseline predict how much people improve. The images were released on OpenNeuro as ds003849 under CC0 in October 2021; snapshot 1.0.1 from February 2026 adds a README with the n-back block timing.
Composition
The paper's final sample is 46 adults aged 18 to 25 (mean 21.4 years, 30 female), most of them Penn undergraduate or graduate students. Fifteen other participants were excluded, for example for falling asleep, poor accuracy on the 1-back control condition or equipment faults. The release has 92 BIDS subject folders: each participant appears twice, with suffix A and suffix B, one folder per scan session. Every folder holds a T1-weighted and a T2-weighted image, a resting-state BOLD run and an n-back BOLD run. No participants table is included, so age and sex are not available per subject.
Acquisition
All scans were acquired on a Siemens MAGNETOM Prisma 3 T with a 32-channel head coil at Penn's Center for Magnetic Resonance Imaging and Spectroscopy. Structural images are 1 mm isotropic (MPRAGE T1w and SPACE T2w) with volumetric navigators. Resting-state fMRI ran until at least five minutes of low-motion data were collected, and the n-back run lasted about five minutes, both at TR 2 s and 2 mm isotropic voxels.
Annotations
There are no image annotations. The behavioral learning measures and region-of-interest values are kept in the authors' GitHub repository, not in the OpenNeuro release.
Known limitations
- The per-subject events files are empty. The block onsets of the n-back task are only given as a table in the dataset README.
- Without a participants table, pairing the A and B folders as pre- and post-training sessions relies on the folder naming.
- The sample is small, young and largely drawn from one university.
Cohort
Aggregate numbers from the sources below. Bars are relative to the 46 subjects.
Sex
- Female 30 100%
Covers 30 of 46 subjects.
Results, first paragraph in Boroshok et al. 2022, Individual differences in frontoparietal plasticity in humans, npj Science of Learning
Age
mean 21.4 ± 1.9, range 18 to 25
No age bins reported.
Methods, Participants in Boroshok et al. 2022, Individual differences in frontoparietal plasticity in humans, npj Science of Learning
Contrast combinations
How many subjects have exactly each set of contrasts.
| T1w | T2w | bold | Subjects with exactly this set |
|---|---|---|---|
46 |
From File tree of ds003849 (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
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 1.0.1 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
Boroshok AL, Park AT, Fotiadis P, et al. Individual differences in frontoparietal plasticity in humans. npj Science of Learning 7, 14 (2022). doi:10.1038/s41539-022-00130-1
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.