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Co-analysis of Brain Structure and Function using fMRI and Diffusion-weighted Imaging
Published on: November 8, 2012
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White matter fascicles and cortical microstructure predict reading-related responses in human ventral temporal cortex
Mareike Grotheer1, Jason Yeatman2, Kalanit Grill-Spector3
1Psychology Department, Stanford University, Stanford, CA 94305, USA..
Neuroimage
|December 28, 2020
Summary
Brain white matter tracts, including the arcuate fasciculus (AF), inferior longitudinal fasciculus (ILF), and vertical occipital fasciculus (VOF), alongside gray matter microstructure, predict consistent reading responses in the lateral ventral temporal cortex (VTC).
Area of Science:
- Neuroscience
- Cognitive Neuroscience
- Neuroimaging
Background:
- Reading engages specific brain regions, notably the lateral ventral temporal cortex (VTC).
- The consistent spatial organization of reading responses in the lateral VTC across individuals is not fully understood, especially given that reading is a learned skill.
Purpose of the Study:
- To investigate whether white matter fascicles and gray matter microstructure predict the precise location of reading-related activity in the lateral VTC.
- To determine the contribution of specific white matter tracts and cortical microstructure to the individual mapping of reading responses.
Main Methods:
- Acquired functional MRI (fMRI), diffusion MRI (dMRI), and quantitative MRI (qMRI) data from 30 adults.
- Mapped reading-related responses using fMRI by contrasting reading tasks with control tasks (adding, color).
- Analyzed white matter fascicle endpoint densities (arcuate fasciculus - AF, inferior longitudinal fasciculus - ILF, vertical occipital fasciculus - VOF) and cortical gray matter microstructure (proton relaxation time - T1) using dMRI and qMRI.
Main Results:
- Endpoint densities of the AF, ILF, and VOF significantly predicted reading-related responses in the lateral VTC.
- Cortical T1 measurements further improved the predictive accuracy of the fascicle model.
- A combined model including T1, AF, ILF, and VOF accurately predicted the spatial map of reading responses and the location of the visual word form area.
Conclusions:
- White matter architecture (AF, ILF, VOF) and gray matter microstructure (T1) are key determinants of the individual spatial layout of reading-related activity in the lateral VTC.
- This data-driven approach elucidates the neural basis for the consistent organization of reading networks in the human brain.
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