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Published on: April 18, 2015
Fast magnetic resonance fingerprinting for dynamic contrast-enhanced studies in mice
Yuning Gu1, Charlie Y Wang1, Christian E Anderson1
1Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio.
Purpose:
The goal of this study was to develop a fast MR fingerprinting (MRF) method for simultaneous T1 and T2 mapping in DCE-MRI studies in mice.
Methods:
The MRF sequences based on balanced SSFP and fast imaging with steady-state precession were implemented and evaluated on a 7T preclinical scanner. The readout used a zeroth-moment-compensated variable-density spiral trajectory that fully sampled the entire k-space and the inner 10 × 10 k-space with 48 and 4 interleaves, respectively. In vitro and in vivo studies of mouse brain were performed to evaluate the accuracy of MRF measurements with both fully sampled and undersampled data. The application of MRF to dynamic T1 and T2 mapping in DCE-MRI studies were demonstrated in a mouse model of heterotopic glioblastoma using gadolinium-based and dysprosium-based contrast agents.
Results:
The T1 and T2 measurements in phantom showed strong agreement between the MRF and the conventional methods. The MRF with spiral encoding allowed up to 8-fold undersampling without loss of measurement accuracy. This enabled simultaneous T1 and T2 mapping with 2-minute temporal resolution in DCE-MRI studies.
Conclusion:
Magnetic resonance fingerprinting provides the opportunity for dynamic quantification of contrast agent distribution in preclinical tumor models on high-field MRI scanners.
Insights
This study developed a fast Magnetic Resonance Fingerprinting (MRF) method for simultaneous T1 and T2 mapping in dynamic contrast-enhanced MRI (DCE-MRI) studies in mice, achieving 2-minute temporal resolution.
Area of Science:
- Biomedical Imaging
- Magnetic Resonance Imaging
- Preclinical Research
Background:
- Dynamic contrast-enhanced MRI (DCE-MRI) is crucial for preclinical tumor studies.
- Accurate T1 and T2 mapping is essential for quantitative analysis in DCE-MRI.
- Current methods can be time-consuming, limiting dynamic assessment.
Purpose of the Study:
- To develop a rapid Magnetic Resonance Fingerprinting (MRF) technique for simultaneous T1 and T2 quantification.
- To enable high temporal resolution mapping in DCE-MRI studies of mouse models.
- To improve the dynamic assessment of contrast agent distribution in preclinical research.
Main Methods:
- Implemented MRF sequences using balanced SSFP and fast imaging with steady-state precession on a 7T preclinical scanner.
- Utilized a zeroth-moment-compensated variable-density spiral trajectory for k-space acquisition.
- Evaluated MRF accuracy in vitro and in vivo (mouse brain) with fully sampled and undersampled data.
Main Results:
- MRF T1 and T2 measurements in phantoms showed excellent agreement with conventional methods.
- Up to 8-fold undersampling with spiral encoding was achieved without compromising accuracy.
- Simultaneous T1 and T2 mapping with 2-minute temporal resolution was demonstrated in DCE-MRI studies.
Conclusions:
- Magnetic Resonance Fingerprinting offers a powerful tool for dynamic contrast agent quantification.
- This method is suitable for preclinical tumor models using high-field MRI scanners.
- The developed fast MRF technique enhances the capabilities of DCE-MRI in preclinical research.
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