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Preclinical MR fingerprinting (MRF) at 7 T: effective quantitative imaging for rodent disease models
1Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA.
Abstract:
High-field preclinical MRI scanners are now commonly used to quantitatively assess disease status and the efficacy of novel therapies in a wide variety of rodent models. Unfortunately, conventional MRI methods are highly susceptible to respiratory and cardiac motion artifacts resulting in potentially inaccurate and misleading data. We have developed an initial preclinical 7.0-T MRI implementation of the highly novel MR fingerprinting (MRF) methodology which has been described previously for clinical imaging applications. The MRF technology combines a priori variation in the MRI acquisition parameters with dictionary-based matching of acquired signal evolution profiles to simultaneously generate quantitative maps of T1 and T2 relaxation times and proton density. This preclinical MRF acquisition was constructed from a fast imaging with steady-state free precession (FISP) MRI pulse sequence to acquire 600 MRF images with both evolving T1 and T2 weighting in approximately 30 min. This initial high-field preclinical MRF investigation demonstrated reproducible and differentiated estimates of in vitro phantoms with different relaxation times. In vivo preclinical MRF results in mouse kidneys and brain tumor models demonstrated an inherent resistance to respiratory motion artifacts as well as sensitivity to known pathology. These results suggest that MRF methodology may offer the opportunity for the quantification of numerous MRI parameters for a wide variety of preclinical imaging applications.
Insights
We developed a novel preclinical Magnetic Resonance Fingerprinting (MRF) method for high-field MRI. This technique reduces motion artifacts, enabling accurate quantitative T1, T2, and proton density mapping in preclinical research.
Area of Science:
- Preclinical MRI
- Quantitative Imaging
- Biomedical Engineering
Background:
- High-field preclinical MRI is crucial for disease assessment and therapy evaluation in rodent models.
- Conventional MRI methods suffer from motion artifacts, compromising data accuracy.
- Magnetic Resonance Fingerprinting (MRF) offers a novel solution for quantitative MRI.
Purpose of the Study:
- To implement and evaluate an initial preclinical 7.0-T MRF technique for quantitative MRI.
- To assess the performance of MRF in mitigating motion artifacts and quantifying relaxation times.
- To explore the utility of MRF in preclinical disease models.
Main Methods:
- Developed a preclinical 7.0-T MRF implementation using a fast imaging with steady-state free precession (FISP) sequence.
- Acquired 600 MRF images with evolving T1 and T2 weighting in approximately 30 minutes.
- Utilized dictionary-based matching to generate quantitative T1, T2, and proton density maps.
Main Results:
- Demonstrated reproducible and differentiated quantitative estimates in vitro using phantoms.
- Showcased inherent resistance to respiratory motion artifacts in vivo in mouse kidneys.
- Observed sensitivity to known pathology in mouse brain tumor models.
Conclusions:
- Preclinical MRF provides accurate quantitative T1, T2, and proton density mapping.
- MRF exhibits robustness against motion artifacts in high-field preclinical MRI.
- MRF holds significant potential for diverse preclinical imaging applications and quantitative biomarker discovery.
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