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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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Integrated intravoxel incoherent motion tensor and diffusion tensor brain MRI in a single fast acquisition
Olaf Dietrich1, Mengfei Cai2, Anil Man Tuladhar2
1Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
NMR in Biomedicine
|January 13, 2023
Summary
This study integrated intravoxel incoherent motion (IVIM) and diffusion tensor imaging (DTI) for brain scans. A nine-parameter model best described normal white matter, while an eleven-parameter model fit white matter hyperintensities and gray matter.
Area of Science:
- Neuroimaging
- Medical Physics
- Radiology
Background:
- Intravoxel incoherent motion (IVIM) and diffusion tensor imaging (DTI) are established MRI techniques for brain analysis.
- Integrating IVIM and DTI allows for orientation-dependent perfusion parameter assessment.
- Current IVIM acquisitions typically use three diffusion gradient directions, limiting detailed analysis.
Purpose of the Study:
- To evaluate the feasibility of a combined IVIM-DTI protocol within a clinically practical scan time (<6 minutes).
- To identify the most suitable IVIM-DTI model for describing brain data using a model-selection approach.
- To explore the potential for advanced diffusion and perfusion parameter quantification.
Main Methods:
- Acquired brain diffusion-weighted images at 3T in 20 elderly participants with cerebral small vessel disease.
- Utilized a multiband echoplanar imaging sequence with 15 b-values (0-1000 s/mm²) and six non-collinear diffusion directions.
- Implemented and compared seven IVIM-DTI models (4-14 parameters) assessing diffusion and pseudo-diffusion as scalar or tensor quantities.
Main Results:
- Model fitting performance was evaluated using goodness of fit (chi²) and Akaike weights.
- A nine-parameter IVIM-DTI model (isotropic perfusion) was optimal for normal-appearing white matter (NAWM).
- An eleven-parameter model (including pseudo-diffusion anisotropy) best described white matter hyperintensities (WMH) and gray matter (GM).
Conclusions:
- A combined IVIM-DTI protocol is feasible within a 6-minute scan time for brain imaging.
- The optimal IVIM-DTI model varies by brain tissue type, with anisotropy parameters being crucial in WMH and GM.
- This integrated approach enables calculation of pseudo-diffusion tensor fractional anisotropy, offering insights beyond standard IVIM.
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