Aurelien Bustin1, Reza Hajhosseiny1, Imran Rashid1, Gastao Cruz1, Ronak Rajani1, Tevfik Ismail1, René Botnar1, and Claudia Prieto1
1Biomedical Engineering Department, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom
Synopsis
The recent integration of undersampled acquisitions with
image-navigators and non-rigid motion-correction have enabled free-breathing 3D
whole-heart coronary MR angiography (CMRA) with sub-millimeter isotropic
resolution in clinically feasible scan times in healthy subjects. The high
acceleration factor and spatial resolution however must be balanced with the
need for a robust and high-quality image reconstruction. We sought to assess
whether this highly accelerated sub-millimeter isotropic resolution
contrast-free CMRA framework could reliably improve the visualization of
coronary arteries in comparison to lower resolution (and lower acceleration
factor) CMRA in patients with suspected coronary artery disease who underwent
CT coronary angiography.
INTRODUCTION
CT coronary angiography (CTCA) is the clinical gold
standard for the non-invasive assessment of coronary artery stenosis mainly due
to its fast scan time and high sub-millimeter isotropic spatial resolution. The
recent integration of undersampled acquisitions with image-navigators and
non-rigid motion-correction have enabled free-breathing 3D whole-heart coronary
MR angiography (CMRA) with sub-millimeter isotropic resolution (0.9mm3)
in a clinically feasible scan time of ~8min in healthy subjects.1
The high acceleration factor and spatial resolution however has to be balanced
with the need for a robust and high quality reconstruction.2 Here we
sought to assess whether this highly accelerated sub-millimeter isotropic
resolution contrast-free CMRA framework could reliably improve the
visualization of coronary arteries in comparison to lower resolution CMRA in
patients with suspected coronary artery disease (CAD). A lower acceleration
factor was considered for the lower spatial resolution CMRA to obtain similar
scan times, and thus similar respiratory motion artefacts, as compared to the
sub-millimeter scan. CMRA was performed with acceleration factors of 5x (0.9mm3
resolution) and 2.5x (1.2mm3 resolution) in fifteen patients that
underwent CTCA and quantitative image analysis was performed in terms of vessel
sharpness and visible vessel length. METHODS
Imaging: Fifteen patients (3 females,
mean age 55±8 years, range 41-71 years old) with suspected CAD undergoing a clinically
indicated CTCA were recruited for subsequent free-breathing contrast-free whole-heart
CMRA. Accelerated whole-heart CMRA acquisitions were performed on a 1.5T
scanner (Siemens Magnetom Aera) with an undersampled variable-density Cartesian
trajectory with spiral-like order.2,3 A 2D image-navigator (iNAV)
preceded each spiral-like arm acquisition to enable beat-to-beat 2D
translational and bin-to-bin 3D non-rigid respiratory motion correction of the
heart with 100% scan efficiency (no respiratory gating).4 Scan
parameters included: TR/TE=3.7/1.6 ms, bandwidth = 890Hz/px, FOV=320x320x86-130mm3,
flip angle (FA) = 90°, T2-preparation duration = 40 ms, SPIR (Spectral
Presaturation with Inversion Recovery) fat-saturation FA = 130°, 14 linear
ramp-up pulses for iNAV, subject specific mid-diastolic trigger delay and acquisition
window (range: 73-103 ms). Two CMRA datasets were acquired in each patient with
identical parameters, but one with 0.9mm3 isotropic resolution (5x
acceleration), and the other with 1.2mm3 isotropic resolution (2.5x
acceleration). The patients underwent a clinically indicated CTCA with a third-generation
dual source CT 192x2-sections (SOMATOM Force, Siemens Healthcare, Forchleim,
Germany) which included sublingual glyceryl trinitrate and intravenous
beta-blocker (metoprolol). CTCA images were reconstructed to 0.6mm3
isotropic resolution.
Reconstruction & Analysis: Non-rigid 3D motion fields were estimated using respiratory binning and
soft-gating reconstruction5 and incorporated into a non-rigid
motion-compensated reconstruction with patch-based low-rank regularization
(NR-PROST).1,2 The 3D CMRA data was reconstructed to 0.6mm3
isotropic resolution. 3D curved planar reformations were conducted (Horos
software, v3.3.4) for CMRA and CTCA volumes. Vessel sharpness and visible length
of the left and right coronary arteries (LAD/RCA) were measured and compared using
SoapBubble software.6RESULTS
Average scan times were 7min26s±1min45s (0.9mm3)
and 7min51s±1min0s (1.2mm3, P=0.50) with 100% respiratory scan
efficiency. Vessel sharpness (first 4cm and full length) was improved at
sub-millimeter spatial resolution for both LAD (full length: 48±7% vs. 42±9%,
P=0.07, for 0.9mm3 and 1.2mm3 resolution
respectively) and RCA (full length:
53±7% vs. 42±12%, P<0.05, Figure 2a-b). Visible length of the coronary
arteries was also improved at sub-millimeter spatial resolution for both LAD (134±22mm
vs. 119±23mm, P=0.08) and RCA (152±30mm vs. 129±31mm, P=0.05, Figure 2c). The
distal portions of the coronary arteries were better visualized with 0.9mm3
isotropic resolution than with 1.2mm3 isotropic resolution (Figure 3).
A representative CMRA dataset from a 53-year-old healthy male patient is shown
in Figure 4. CMRA with 0.9mm3 isotropic resolution combined with
NR-PROST reconstruction allows for good visualization of the LAD, RCA and left
circumflex territories from the proximal to the distal segments with good image
quality and visual image sharpness. CMRA images in patients show an excellent
delineation of the coronary vasculature, comparable to that of CTCA (Figures 4
and 5).CONCLUSION
The good definition of the coronary vasculature
suggests that highly accelerated sub-millimeter isotropic CMRA might be the
preferred approach over lower resolution (lower undersampling) CMRA for the assessment
of coronary stenosis in CAD patients. With the described framework, high-resolution
3D whole-heart CMRA can be acquired at sub-millimeter isotropic resolution in about
8min, with an overall image quality visually comparable to that of CTCA. More
extensive clinical validation in patients with suspected coronary artery disease
is now warranted.Acknowledgements
This work was supported by EPSRC (EP/P001009, EP/P007619, EP/P032311/1)
and Wellcome EPSRC Centre for Medical Engineering (NS/ A000049/1).References
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