Anatomical White Matter Tracts Span the Cortical Hierarchy to Support Cognitive Diversity

Bagautdinova, J.; Shafiei, G.; Luo, A. C.; Pecsok, M. K.; Salo, T.; Alexander-Bloch, A. F.; Bassett, D. S.; Gardner, M. E.; Gur, R. E.; Gur, R. C.; Mackey, A. P.; Misic, B.; Moore, T. M.; Roalf, D. R.; Shinohara, R. T.; Sydnor, V. J.; Tong, T. T.; Yeh, F.-C.; Poldrack, R. A.; Cieslak, M.; Satterthwaite, T. D.

doi:10.64898/2025.12.20.695692

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bioRxiv · 10.64898/2025.12.20.695692

Anatomical White Matter Tracts Span the Cortical Hierarchy to Support Cognitive Diversity

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Abstract

Long-range white matter (WM) tracts support cognition by enabling communication between distant cortical regions, which are organized along a hierarchy defined by the sensorimotor-to-association (S-A) axis. However, it remains unknown how WM tracts are positioned within the cortical hierarchy to support cognition. Here, we show that WM tracts are differentially positioned in the cortical hierarchy to support specific cognitive functions, and that tracts spanning the hierarchy connect regions with greater cognitive diversity. Moreover, tracts situated within the same hierarchical level connect biologically similar regions, while those crossing the hierarchy bridge distinct biological milieux to support diverse cognitive functions. The placement of tracts in the cortical hierarchy also reflects developmental variation in tract microstructure and individual differences in cognition. Together, these findings provide a framework that moves beyond conventional categories of association or projection tracts and links WM tract anatomy to cortical organization, cognitive function, cortical neurobiology, and neurodevelopment. We anticipate that this cortex-anchored framework for describing WM tracts may aid the interpretation of individual differences in WM structure related to development and behavior.

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Bagautdinova, J., Shafiei, G., Luo, A. C., Pecsok, M. K., Salo, T., Alexander-Bloch, A. F., Bassett, D. S., Gardner, M. E., Gur, R. E., Gur, R. C., Mackey, A. P., Misic, B., Moore, T. M., Roalf, D. R., Shinohara, R. T., Sydnor, V. J., Tong, T. T., Yeh, F.-C., Poldrack, R. A., Cieslak, M., Satterthwaite, T. D.. 2025-12-22. Anatomical White Matter Tracts Span the Cortical Hierarchy to Support Cognitive Diversity. https://doi.org/10.64898/2025.12.20.695692

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