4.5 Article

Track-Density Ratio Mapping With Fiber Types in the Cerebral Cortex Using Diffusion-Weighted MRI

Journal

FRONTIERS IN NEUROANATOMY
Volume 15, Issue -, Pages -

Publisher

FRONTIERS MEDIA SA
DOI: 10.3389/fnana.2021.715571

Keywords

nerve fibers; brain mapping; diffusion-weighted MRI; human connectome project; tractography

Funding

  1. Brain Research Program of the National Research Foundation of Korea (NRF) - Ministry of Science and ICT [2017M3C7A1049026]
  2. NIH [1U54MH091657]
  3. McDonnell Center for Systems Neuroscience at Washington University

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This study introduced a novel cortical mapping method based on three categories of nerve fibers: projection, commissural, and association fibers. Analysis of MRI data revealed that the majority of nerve fibers in the brain are association fibers, with specific regions showing distinct distributions of projection and commissural fibers. Hemispheric asymmetries in fiber density were also observed in certain brain areas.
The nerve fibers are divided into three categories: projection, commissural, and association fibers. This study demonstrated a novel cortical mapping method based on these three fiber categories using MR tractography data. The MR fiber-track data were extracted using the diffusion-weighted 3T-MRI data from 19 individuals' Human Connectome Project dataset. Anatomical MR images in each dataset were parcellated using FreeSurfer software and Brainnetome atlas. The 5 million extracted tracks per subject by MRtrix software were classified based on the basic cortical structure (cortical area in the left and right hemisphere, subcortical area), after the tracks validation procedure. The number of terminals for each categorized track per unit-sized cortical area (1 mm(3)) was defined as the track-density in that cortical area. Track-density ratio mapping with fiber types was achieved by mapping the density-dependent color intensity for each categorized tracks with a different primary color. The mapping results showed a highly localized, unique density ratio map determined by fiber types. Furthermore, the quantitative group data analysis based on the parcellation information revealed that the majority of nerve fibers in the brain are association fibers, particularly in temporal, inferior parietal, and occipital lobes, while the projection and commissural fibers were mainly located in the superior part of the brain. Hemispheric asymmetries in the fiber density were also observed, such as long association fiber in the Broca's and Wernicke's areas. We believe this new dimensional brain mapping information allows us to further understand brain anatomy, function.

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