Journal
NMR IN BIOMEDICINE
Volume 33, Issue 8, Pages -Publisher
WILEY
DOI: 10.1002/nbm.4323
Keywords
cine; ejection fraction; low rank; magnetic resonance fingerprinting; myocardial tissue characterization; T-1 mapping; T-2 mapping
Funding
- Division of Chemical, Bioengineering, Environmental, and Transport Systems [1553441]
- National Heart, Lung, and Blood Institute [R01HL094557]
- National Institute of Biomedical Imaging and Bioengineering [R01EB016728]
- National Institute of Diabetes and Digestive and Kidney Diseases [R01DK098503]
- Society for Cardiovascular Magnetic Resonance [Seed Grant]
- Siemens Healthineers
- National Science Foundation [NSF CBET 1553441]
- Div Of Chem, Bioeng, Env, & Transp Sys
- Directorate For Engineering [1553441] Funding Source: National Science Foundation
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This study introduces a technique called cine magnetic resonance fingerprinting (cine-MRF) for simultaneous T-1, T-2 and ejection fraction (EF) quantification. Data acquired with a free-running MRF sequence are retrospectively sorted into different cardiac phases using an external electrocardiogram (ECG) signal. A low-rank reconstruction with a finite difference sparsity constraint along the cardiac motion dimension yields images resolved by cardiac phase. To improve SNR and precision in the parameter maps, these images are nonrigidly registered to the same phase and matched to a dictionary to generate T-1 and T-2 maps. Cine images for computing left ventricular volumes and EF are also derived from the same data. Cine-MRF was tested in simulations using a numerical relaxation phantom. Phantom and in vivo scans of 19 subjects were performed at 3 T during a 10.9 seconds breath-hold with an in-plane resolution of 1.6 x 1.6 mm(2) and 24 cardiac phases. Left ventricular EF values obtained with cine-MRF agreed with the conventional cine images (mean bias -1.0%). Average myocardial T-1 times in diastole/systole were 1398/1391 ms with cine-MRF, 1394/1378 ms with ECG-triggered cardiac MRF (cMRF) and 1234/1212 ms with MOLLI; and T-2 values were 30.7/30.3 ms with cine-MRF, 32.6/32.9 ms with ECG-triggered cMRF and 37.6/41.0 ms with T-2-prepared FLASH. Cine-MRF and ECG-triggered cMRF relaxation times were in good agreement. Cine-MRF T-1 values were significantly longer than MOLLI, and cine-MRF T-2 values were significantly shorter than T-2-prepared FLASH. In summary, cine-MRF can potentially streamline cardiac MRI exams by combining left ventricle functional assessment and T-1-T-2 mapping into one time-efficient acquisition.
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