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Updated: Jun 5, 2026

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Co-analysis of Brain Structure and Function using fMRI and Diffusion-weighted Imaging
Published on: November 8, 2012
Human white matter tracts aligned with canonical functional brain networks
Biorxiv : the Preprint Server for Biology
|June 4, 2026
Summary
White matter tracts form brain networks, linking structure to function. This study reveals tract ensembles mirroring intrinsic brain networks, offering a framework for understanding cognition and neuropsychiatric conditions.
Area of Science:
- Neuroscience
- Brain Connectivity
- Cognitive Neuroscience
Background:
- White matter tracts are crucial for brain networks but their functional organization is unclear.
- Anatomical pathways are known, but their link to cognitive systems needs systematic study.
Purpose of the Study:
- To create a white matter tract termination atlas.
- To link white matter tracts to functional brain organization and cognitive processes.
- To establish a framework connecting structural connectivity to cognition.
Main Methods:
- Constructed a population-level white matter tract termination atlas.
- Projected tract endpoints onto the cortical surface.
- Integrated the atlas with meta-analytic decoding for functional profiling.
- Used hierarchical clustering to group tracts by functional associations.
Main Results:
- White matter tracts showed distinct cognitive signatures.
- Tracts organized into ensembles mirroring intrinsic brain networks.
- A specific ensemble aligned with default mode, salience, and frontoparietal control networks (triple-network model).
Conclusions:
- White matter architecture is organized by large-scale functional principles.
- Identified a structural backbone linking functional systems relevant to neuropsychiatric disorders.
- Established a tract-to-network framework for linking brain structure, function, and cognition.
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