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Accelerated free-breathing 3D T1ρ cardiovascular magnetic resonance using multicoil compressed sensing
- Source :
- Journal of Cardiovascular Magnetic Resonance, Journal of Cardiovascular Magnetic Resonance, Vol 21, Iss 1, Pp 1-11 (2019)
- Publication Year :
- 2018
-
Abstract
- Background Endogenous contrast T1ρ cardiovascular magnetic resonance (CMR) can detect scar or infiltrative fibrosis in patients with ischemic or non-ischemic cardiomyopathy. Existing 2D T1ρ techniques have limited spatial coverage or require multiple breath-holds. The purpose of this project was to develop an accelerated, free-breathing 3D T1ρ mapping sequence with whole left ventricle coverage using a multicoil, compressed sensing (CS) reconstruction technique for rapid reconstruction of undersampled k-space data. Methods We developed a cardiac- and respiratory-gated, free-breathing 3D T1ρ sequence and acquired data using a variable-density k-space sampling pattern (A = 3). The effect of the transient magnetization trajectory, incomplete recovery of magnetization between T1ρ-preparations (heart rate dependence), and k-space sampling pattern on T1ρ relaxation time error and edge blurring was analyzed using Bloch simulations for normal and chronically infarcted myocardium. Sequence accuracy and repeatability was evaluated using MnCl2 phantoms with different T1ρ relaxation times and compared to 2D measurements. We further assessed accuracy and repeatability in healthy subjects and compared these results to 2D breath-held measurements. Results The error in T1ρ due to incomplete recovery of magnetization between T1ρ-preparations was T1ρhealthy = 6.1% and T1ρinfarct = 10.8% at 60 bpm and T1ρhealthy = 13.2% and T1ρinfarct = 19.6% at 90 bpm. At a heart rate of 60 bpm, error from the combined effects of readout-dependent magnetization transients, k-space undersampling and reordering was T1ρhealthy = 12.6% and T1ρinfarct = 5.8%. CS reconstructions had improved edge sharpness (blur metric = 0.15) compared to inverse Fourier transform reconstructions (blur metric = 0.48). There was strong agreement between the mean T1ρ estimated from the 2D and accelerated 3D data (R2 = 0.99; P
- Subjects :
- lcsh:Diseases of the circulatory (Cardiovascular) system
medicine.medical_specialty
Respiratory-Gated Imaging Techniques
Parametric mapping
Multicoil reconstruction
Cardiomyopathy
Cardiac-Gated Imaging Techniques
Myocardial Infarction
030218 nuclear medicine & medical imaging
03 medical and health sciences
Electrocardiography
0302 clinical medicine
Heart Rate
Predictive Value of Tests
Heart rate
medicine
Humans
Radiology, Nuclear Medicine and imaging
Fast minimization
Angiology
Radiological and Ultrasound Technology
medicine.diagnostic_test
Fourier Analysis
business.industry
Phantoms, Imaging
Myocardium
Respiration
Research
Models, Cardiovascular
Reproducibility of Results
Magnetic resonance imaging
Repeatability
medicine.disease
Magnetic Resonance Imaging
medicine.anatomical_structure
Compressed sensing
Endogenous contrast techniques
lcsh:RC666-701
Ventricle
Undersampling
Case-Control Studies
Feasibility Studies
Cardiology and Cardiovascular Medicine
business
Biomedical engineering
T1ρ
Subjects
Details
- ISSN :
- 1532429X
- Volume :
- 21
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance
- Accession number :
- edsair.doi.dedup.....421643d421223446187c339448eac9ee