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MRI Brain

Longitudinal Early Brain Development and Language

Longitudinal-Trajectories-Early-Brain-Development-Language (New England cohort)

Brain MRI of children scanned repeatedly from infancy to school age, collected to relate early brain growth to later literacy and language skills, with half the children having a family history of dyslexia. T1-weighted and diffusion MRI from 80 children over 234 sessions, in BIDS.

Overview

This OpenNeuro release holds the New England cohort of a study by Turesky, Escalante, Loh and Gaab at Harvard that traced how the brain grows from infancy to early school age and whether those growth curves relate to later reading skills. Children were enrolled as infants in an NIH-funded longitudinal project on brain and literacy development and were scanned again at up to four later stages. The PNAS paper analysed this cohort together with the separately hosted Calgary Preschool MRI dataset.

Composition

The release contains 80 children (41 female, 39 male by the participants file) and 234 MRI sessions. Every child has T1-weighted and diffusion images from at least two time points that passed the study's quality control; images from further time points of the same children are included whether or not they passed. Sessions are numbered by developmental stage: infant, toddler, pre-reading, beginning reading and emergent reading. Ages at scan range from about 2.5 months to just over 10 years. The paper reports that 40 of the 80 children have a first-degree relative with a history of reading difficulty. The participants file also carries maternal education, a home literacy score, literacy and cognitive test scores (Woodcock-Johnson IV, Woodcock Reading Mastery Tests III, KBIT-2) and quality ratings of the FreeSurfer segmentations and diffusion tracts.

Acquisition

All scans come from a 3 T Siemens scanner with a 32-channel head coil, at Boston Children's Hospital before 2021 and at the Harvard Center for Brain Science afterwards. Structural images are 1 mm MPRAGE. Diffusion scans have 2 mm isotropic voxels, 30 directions at b = 1000 s/mm² and 10 to 11 b = 0 volumes, with simultaneous multi-slice factor 2. A reverse phase-encoded volume is shared as a field map for 178 sessions. Parameters were adapted to head size across ages. T1-weighted images were defaced with mri_deface, or with mideface where that tool failed.

Known limitations

Only children with at least two usable time points were released, so the sample is selected on scan quality and retention. There is no functional MRI and no T2-weighted image. The family history column in the participants file codes 33 children as positive, which differs from the 40 reported in the paper. One session has no row in the participants file. Race data are given only as percentages in the preprint supplement.

Cohort

Aggregate numbers from the sources below. Bars are relative to the 80 subjects.

Age

Studies

mean 1, median 0.8, range 0.2 to 10.4

0
20
40
60
80
98
0-12-34-56-78-910-11

age in participants.tsv of OpenNeuro ds006169 (CC0), one row per session with age in months and sex coded 0 = male, 1 = female

Contrast combinations

How many subjects have exactly each set of contrasts.

T1wdwiSubjects with exactly this set
80

From File listing of OpenNeuro ds006169 snapshot 1.0.9 (CC0), subjects and sessions counted per NIfTI file type

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

Access
Open download

Download without an account

Access page

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 the OpenNeuro release states the license as "CC0".

Original license text Version read: 1.0 Checked 2026-10-07

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

Turesky TK, Escalante ES, Loh M, Gaab N. Longitudinal trajectories of brain development from infancy to school age and their relationship with literacy development. Proc Natl Acad Sci USA 122(24), e2414598122 (2025). doi:10.1073/pnas.2414598122

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.