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Published on: June 12, 2015
Effects of motion on MRI signal decay from micron-scale particles
Daniel D Borup1, Christopher J Elkins1, John K Eaton1
1Department of Mechanical Engineering, 488 Escondido Mall, Building 500, Stanford, CA 94305, USA.
Abstract:
Transverse decay rate (R2∗) mapping is an established method for measuring iron overload in various biological tissues. Recently, R2∗ mapping was used to measure the mean 3D concentration distribution of micron-size particles dispersed in turbulent flows. However, some discrepancy was observed between the measured R2∗ and the expected decay based on existing theory. The present paper examines three flow-related mechanisms that could be responsible for this discrepancy. Computational simulations were used to study the effects of relative particle-fluid motion and preferential concentration by turbulence, while the effect of enhanced proton dispersion due to turbulence was examined via the existing MRI relaxation theory. Each flow phenomenon was shown to produce a different effect on the signal-time curve, as well as the extracted R2∗. Comparison to experimental data in a square channel flow showed that relative motion between the particles and fluid was the most likely cause of the discrepancy in the previous experiments; however, all three effects may be present in both medical and non-medical flows, and their differing effects on the MRI signal may eventually allow for their identification from MRI data.
Insights
Transverse decay rate (R2*) mapping, used for iron overload measurement, showed discrepancies in turbulent flow particle tracking. Relative particle-fluid motion was identified as the primary cause of these R2* measurement errors.
Area of Science:
- Magnetic Resonance Imaging (MRI)
- Fluid Dynamics
- Biophysics
Background:
- Transverse decay rate (R2*) mapping is a standard technique for quantifying iron concentration in biological tissues.
- Recent applications of R2* mapping to measure particle distribution in turbulent flows revealed discrepancies with theoretical predictions.
- Understanding these discrepancies is crucial for accurate particle concentration measurements in both medical and engineering contexts.
Purpose of the Study:
- To investigate three flow-related mechanisms causing discrepancies between measured and theoretically expected R2* values in particle-laden turbulent flows.
- To differentiate the signal-time curve and R2* effects of relative particle-fluid motion, turbulent preferential concentration, and enhanced proton dispersion.
- To validate simulation findings against experimental data from a square channel flow.
Main Methods:
- Computational simulations were employed to model the effects of relative particle-fluid motion and turbulent preferential concentration.
- Existing MRI relaxation theory was utilized to examine the impact of turbulence-induced enhanced proton dispersion.
- Experimental data from a square channel flow were used for comparison and validation.
Main Results:
- Each investigated flow phenomenon (relative motion, preferential concentration, proton dispersion) exhibited distinct effects on the MRI signal-time curve and extracted R2* values.
- Comparison with experimental data indicated that relative particle-fluid motion was the most significant contributor to the observed R2* discrepancies.
- The study successfully differentiated the MRI signal characteristics associated with each flow mechanism.
Conclusions:
- Relative particle-fluid motion is identified as the primary cause of discrepancies in previous R2* mapping experiments of particle-laden turbulent flows.
- All three investigated mechanisms may concurrently influence MRI signal behavior in diverse medical and non-medical applications.
- The distinct MRI signal signatures of these mechanisms offer potential for their future identification directly from MRI data.
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