Nivedita Naresh1, Hassan Haji-Valizadeh2, Bradley D. Allen1, Matthew J. Barrett1, Daniel C. Lee3, Jeremy D. Collins1, James C. Carr1, and Daniel Kim1
1Radiology, Northwestern University, Chicago, IL, United States, 2Biomedical Engineering, Northwestern University, Chicago, IL, United States, 3Cardiology, Northwestern University, Chicago, IL, United States
Synopsis
Aortic valve disease is the most common form of valvular heart disease in the western world and accurate aortic valve visualization is very important for this reason. Accurate imaging of the aortic valve is very critical in grading and diagnosing the severity of the disease. 3D imaging may enable better visualization of the aortic valve as compared to the standard 2D techniques due to both the ability to acquire high resolution volumetric coverage and to visualize in other imaging planes. This
study describes the development and evaluation of an accelerated, 3D cine MRI
pulse sequence using a combination of stack-of-star k-space sampling and XDGRASP
reconstruction.
Introduction
Aortic
valve disease is the most common form of valvular heart disease in the western world
and accurate aortic valve visualization is very important for this reason. Aortic stenosis in particular has high morbidity and mortality and leads to complete heart failure unless the aortic valve replacement is performed. Other forms of aortic diseases such as aortic regurgitation, aortic ectasia, Marfan syndrome and aortic dissection are also fairly common. Accurate imaging of the aortic valve is very critical in grading and diagnosing the severity of the disease. 3D imaging may enable better visualization of the aortic valve as compared to the standard 2D techniques due to both the ability to acquire high resolution volumetric coverage and to visualize in other imaging planes. Methods
(Patients): We enrolled 7 patients (7 males and 5 females)
who were scheduled to undergo a clinical cardiac MRI at 1.5T (Aera/Avanto,
Siemens). (Pulse Sequence): We
modified a b-SSFP pulse sequence with a stack-of-star k-space sampling to
enable high resolution cine imaging. The pulse sequence (shown in Figure 1)
employs a segmented variable density stack of stars k-space sampling1
where the center partitions are oversampled three times more than the outer
partitions. In heartbeat one, a full stack is acquired followed by acquisition
of two center stacks in the second heartbeat. The radial spokes are rotated by
tiny golden angle2 along the partition and cardiac phase dimensions to
produce more incoherent aliasing artifacts3. In each heartbeat, one
ray in the center partition was oriented along the head-to-foot direction to
track the respiratory motion, as previously described for XD-GRASP4.
The proposed pulse sequence was used to perform a free breathing acquisition. Standard
2D cine imaging of the aortic valve was performed as a reference. Relevant imaging
parameters for the 2D and 3D cine MRI sequences are summarized in Table 1. (Image
Reconstruction): The reconstruction pipeline is shown in Figure 2. The k-space
data were sorted into different respiratory states using a respiratory motion
signal obtained from 1D FFT of ray acquired in superior-inferior direction. The
reconstruction was performed in two steps. In step 1, XD-GRASP reconstruction
was performed with 4 respiratory motion states using temporal total variance
(TTV) as the sparsifying transform along the cardiac phase, respiratory and
partition dimensions with normalized weights of 0.03, 0.01 and 0.01,
respectively. In step two, two iterations of low-rank block-wise thresholding
was performed to minimize the residual noise. (Data Analysis): Fourteen cine datasets (2 sets each for 7
patients) were randomized and evaluated by 2 readers in a blinded and
independent manner using a 5-point Likert scale (1: worst; 3: clinically
acceptable; 5: best) for the following four categories: conspicuity of the
valve, artifact, temporal fidelity and noise. Wilcoxon signed rank test was
used to compare the scores (p<0.05 was considered statistically
significant). Results
Figure 3 shows example cine images of the aortic valve at end-diastole
and end-systole obtained using the standard 2D cine and free breathing 3D cine
sequences in two different patients. As summarized in Table 2, the mean reader
scores for all categories were not significantly different (p> 0.05). Conclusion
This
study describes the development and evaluation of an accelerated, 3D cine MRI
pulse sequence using a combination of stack-of-star k-space sampling and XDGRASP
reconstruction. The visual assessment scores were not significantly different between
the standard 2D and rapid 3D cine acquisitions. The proposed 3D method may be
extended to provide more comprehensive evaluation of all the valves using a
single acquisition without the need for breath holding. It may also be useful
for applications where visualization of the valve is required at high
resolution such as for TAVR planning. Acknowledgements
No acknowledgement found.References
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