Development of the arcuate fasciculus is linked to learning gains in reading
Past studies leveraging cross-sectional data have raised questions surrounding the relationship between diffusion properties of the white matter and academic skills. Some studies have suggested that white matter properties serve as static predictors of academic skills, whereas other studies have observed no such relationship. However, longitudinal studies have suggested that within-individual changes in the white matter are linked to learning gains over time. In the present study, we look to replicate and extend the previous longitudinal results linking longitudinal changes in the white matter properties of the left arcuate fasciculus to individual differences in reading development. To do so, we analyzed diffusion MRI data, along with reading and mathematics scores in a longitudinal sample of 340 students as they progressed from first grade into fourth grade. Longitudinal growth models revealed that year-to-year within-individual changes in reading scores, but not mathematics, were related to the development of the left arcuate fasciculus. These findings provide further evidence linking the dynamics of white matter development and learning in a unique sample and highlight the importance of longitudinal designs.
Authors
- Laurie E. Cutting (ORCID: https://orcid.org/0000-0002-2362-6028)
- Emily M. Harriott (ORCID: https://orcid.org/0000-0002-5853-5054)
- Ariel Rokem (ORCID: https://orcid.org/0000-0003-0679-1985)
- Jason D. Yeatman (ORCID: https://orcid.org/0000-0002-2686-1293)
- Adam Richie-Halford (ORCID: https://orcid.org/0000-0001-9276-9084)
- Ethan Roy (ORCID: https://orcid.org/0000-0002-4956-2237)
- Tin Q. Nguyen
Institutions
- Vanderbilt University (US)
- University of Washington (US)
- Stanford Medicine (US)
- Vanderbilt Health (US)
- Stanford University (US)
Publication Details
- Journal
- Imaging Neuroscience
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1162/imag_a_00542
- Citations
- 2
- Primary Topic
- Cognitive and developmental aspects of mathematical skills
- Type
- article
- Field-Weighted Citation Impact
- 5.26
Funders
- Foundation for the National Institutes of Health
- NIH Office of the Director
- National Institute of Biomedical Imaging and Bioengineering
- National Center for Advancing Translational Sciences
- Eunice Kennedy Shriver National Institute of Child Health and Human Development