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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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Mapping the microstructure of human cerebral cortex in vivo with diffusion MRI.
Amir Sadikov1,2, Hannah L Choi3, Jaclyn Xiao3
1Radiology and Biomedical Imaging, University of California, San Francisco, CA, USA. amir.sadikov@ucsf.edu.
Communications Biology
|July 22, 2025
Summary
This study maps 21 brain microstructural metrics in the cerebral cortex using advanced diffusion MRI. These maps reveal how microstructure relates to brain structure, function, and behavior.
Area of Science:
- Neuroimaging
- Human Brain Microstructure Analysis
Background:
- Diffusion MRI has advanced white matter mapping but understanding cerebral cortical microstructure in vivo remains limited.
- The relationship between cortical microstructure and macrostructure, myeloarchitecture, cytoarchitecture, and function requires further investigation.
Purpose of the Study:
- To present comprehensive neuromaps of 21 microstructural metrics in the young adult cerebral cortex.
- To elucidate the relationship between cortical microstructure and its underlying biological and functional organization.
Main Methods:
- Utilized diffusion tensor imaging (DTI), diffusion kurtosis imaging (DKI), mean apparent propagator (MAP) MRI, and neurite orientation dispersion and density imaging (NODDI).
- Derived 21 microstructural metrics from advanced diffusion MRI techniques applied to the cerebral cortex.
Main Results:
- Identified four composite factors explaining the 21 microstructural metrics: diffusion kurtosis, isotropic diffusion, heterogeneous diffusion, and diffusion anisotropy.
- Demonstrated that cortical microstructure aligns with cytoarchitectural differentiation, macroscale axes, functional networks, neural dynamics, neurotransmitter distributions, and cognition.
Conclusions:
- Cortical microstructure is intricately linked to the brain's structural, functional, and cognitive organization.
- Advanced diffusion MRI provides a powerful tool for in vivo mapping of cortical microstructure and its relationships.

