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Four in vivo g-ratio-weighted imaging methods: Comparability and repeatability at the group level
Isabel Ellerbrock1, Siawoosh Mohammadi1
1Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
The study compared four in vivo g-ratio imaging methods, finding that combining neurite orientation dispersion and density imaging (NODDI) with magnetization transfer (MT) offered the highest repeatability for myelin imaging. Calibration values significantly impact results.
Area of Science:
- Neuroimaging
- Biophysics
- Histology
Background:
- In vivo g-ratio-weighted imaging links noninvasive MRI markers to the microscopic g-ratio.
- Optimal combinations of MRI markers for g-ratio imaging remain undetermined.
Purpose of the Study:
- To assess the repeatability and comparability of four g-ratio methods using different MRI markers.
- To evaluate the impact of processing steps like voxel masking and calibration on g-ratio imaging.
Main Methods:
- Scan-rescan experiments were conducted on two groups using four g-ratio methods.
- Methods combined two fiber volume fraction (FVF) markers (TFD, NODDI) and two myelin volume fraction (MVF) markers (MT, MTV).
- The influence of group-level voxel masking and calibration values was analyzed.
Main Results:
- Neurite orientation dispersion and density imaging (NODDI) for FVF showed better repeatability than tract-fiber density (TFD).
- Voxel masking improved both repeatability and comparability.
- The NODDI and MT combination yielded the highest repeatability (90%) and lowest inter-group variability (3.5%).
Conclusions:
- The choice of FVF marker (NODDI preferred) and processing steps significantly affect g-ratio imaging outcomes.
- Calibration procedures are critical and can alter repeatability, comparability, and marker dependencies.
- The NODDI+MT method demonstrates high potential for reliable in vivo g-ratio estimation.
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