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Meso-Scale Particle Image Velocimetry Studies of Neurovascular Flows In Vitro
Published on: December 3, 2018
Coherent flow effects on IVIM-based perfusion measurements: A phantom study in 3 T
Kamil Lipiński1, Grzegorz Domański2, Piotr Bogorodzki1
1Institute of Radioelectronics and Multimedia Technology, Faculty of Electronics and Information Technology, Warsaw University of Technology, Nowowiejska 15/19 00-665, Warsaw, Poland; Nalecz Institute of Biocybernetics and Biomedical Engineering, Polish Academy of Sciences, Ks. Trojdena 4 st 02-109, Warsaw, Poland.
Intravoxel Incoherent Motion (IVIM) MRI can estimate brain perfusion (CBF) and volume (CBV). While accurate at physiological flow rates, IVIM overestimates higher velocities, particularly in arterial or vein-like conditions.
Area of Science:
- Magnetic Resonance Imaging (MRI)
- Biomedical Engineering
- Neuroimaging
Background:
- Quantitative, non-invasive measurement of perfusion is a challenge in MRI.
- Intravoxel Incoherent Motion (IVIM) technique, based on Diffusion-Weighted Imaging (DWI), estimates perfusion at the sub-voxel level.
- IVIM parameters like perfusion fraction (f) and pseudo-diffusion coefficient (D*) are key, but direct conversion to Cerebral Blood Flow (CBF) needs validation.
Purpose of the Study:
- Investigate the accuracy of IVIM-based perfusion measures.
- Explore the influence of coherent flow on voxel signal.
- Assess the relationship between ground truth CBF, IVIM parameters, and calculated CBF.
Main Methods:
- Constructed a phantom with agarose gel and tubes mimicking arterioles with regulated flow velocity.
- Simulated Cerebral Blood Volume (CBV) and CBF values by controlling flow in tubes.
- Scanned the phantom using an IVIM-optimized DWI protocol and processed data for IVIM measures.
- Proposed a model based on extended Bloch-Torrey equations with a coherent flow term.
Main Results:
- IVIM yielded reasonable estimates of CBF and CBV within physiological flow ranges (0.5-2 mm/s).
- Consistent overestimation of flow (up to 200%) was observed at higher velocities.
- Higher velocities showed significant overestimation, especially in arterial or vein-like flow conditions.
Conclusions:
- IVIM is a viable technique for estimating brain perfusion and blood volume within relevant physiological flow ranges.
- The accuracy of IVIM for CBF estimation is limited at higher flow velocities due to overestimation.
- Further research and model refinement are needed to address discrepancies at high flow rates.
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