Behzad Sharif1, Rohan Dharmakumar1, Daniel Berman2, Debiao Li1, and Noel Bairey Merz2
1Biomedical Imaging Research Institute, Dept of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, United States, 2Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, United States
Synopsis
A significant portion of patients with ischemic heart disease suffer from coronary microvascular dysfunction. Despite intense interest and several recent advancements, reliable diagnosis of coronary microvascular dysfunction on the basis of stress first-pass perfusion (FPP) cardiac MRI is an ongoing challenge. We hypothesized that high-resolution systolic FPP imaging can detect diffuse vasodilator-induced subendocardial defects and transmural perfusion gradients consistent with microvascular dysfunction in a swine model of diet-induced diabetes with no obstructive disease. To this end, we developed, optimized, and tested a new high-resolution FPP method with hybrid 2D/3D excitation capable of imaging all myocardial slices at the end-systolic phase.Background
Among the spectrum of patients without known disease
undergoing elective invasive angiography, nearly 40% do not have coronary
artery disease (CAD).
1 It is likely that a
significant portion of such patients suffer from ischemic heart disease with
underlying coronary microvascular dysfunction (CMD).
2 Despite intense interest and several recent
advancements, reliable diagnosis of CMD on the basis of stress first-pass
perfusion (FPP) cardiac MRI is an ongoing challenge. We hypothesized that high-resolution
systolic FPP imaging can detect diffuse stress-induced subendocardial
defects and transmural perfusion gradients (TPGs) consistent with CMD in a
swine model of diet-induced diabetes with no obstructive CAD. To this end, we developed,
optimized, and tested a new high-resolution FPP method with hybrid 2D/3D
excitation capable of imaging all myocardial slices at the end-systolic phase.
Purpose
To develop a new steady-state "continuous" acquisition scheme for
end-systolic first-pass perfusion myocardial MRI at 1.2x1.2 mm
2 in-plane resolution, and test its effectiveness for reliable detection of subendocardial perfusion defects in a large animal model of coronary microvascular dysfunction.
Methods
Yucatan
mini-pigs (n=8 males) were fed either a high-fat high-sugar diet (n=4 “HFHS” group)
or a normal chow diet (n=4 aged-matched “control” group) for ~20 weeks. Compared
to controls, the HFHS pigs were obese (68±8 kg vs. 45±7), and had abnormally elevated
fasting glucose (177±19 mg/dL vs. 94±12) and insulin levels, indicating
early-stage type-2 diabetes and expected to have CMD based on previous
validation studies.
3 Obstructive CAD was ruled out in all pigs using
invasive coronary angiography on the day of the MRI study, consistent with normal serum
lipid levels in all animals. There was no difference between baseline arterial
systolic blood pressure between the two groups measured during anesthesia (112±8
mmHg vs. 109±6) suggesting absence of hypertension in the HFHS group. Vasodilator
stress/rest FPP data (adenosine dose: 210 μg/kg/min) was acquired using a novel T1-weighted steady-state
ungated pulse sequence with spoiled GRE readouts (without saturation recovery
preparation). Fig. 1 describes the proposed hybrid 2D/3D acquisition scheme in comparison
to (a) the conventional magnetization-prepared approach, and (b,c) two recently-introduced “continuous” ungated 3D
4 and 2D
5 methods, respectively. The developed pulse sequence used a 16-degree flip angle for both 2D and 3D
pulses, which was determined based on phantom experiments to achieve maximal contrast-to-noise ratio (echo spacing = 2.5 ms, acquired in-plane resolution: 1.2x1.2 mm
2).
Images were reconstructed using a recently-validated compressed sensing (CS) scheme for accelerated radial FPP imaging,
5 based on a data-adaptive “reference constrained”
transform, described in Fig. 2(a). An overview of the reconstruction scheme is
provided in Fig. 2(b). The “real-time” navigator (Step 1) is generated by
low-resolution reconstruction of the mid ventricular slice at a frame rate of 30
frames/s. Following systolic self-gating (automatic assignment of end-systolic time
stamps), a set of sliding window “reference frames” are reconstructed using conjugate-gradient SENSE for each of the 3 slices and used to perform end-systolic
time-resolved reconstruction for all 3 slices. The CS scheme incorporated apodization to minimize the subendocardial dark-rim artifact. TPG analysis was performed according
to a previously established approach.
6Results
Representative
myocardial perfusion images for a HFHS pig are shown in Fig. 3(a) demonstrating
presence of global adenosine-induced subendocardial perfusion defects at the
end-systolic phase. The zoomed-in image in Fig. 3(b) shows the highly-resolved
subendocardium with >10 pixels covering the transmural distance. Visual assessment
of stress FPP images (2 blinded readers in consensus) showed normal perfusion
in the control group but a delayed wash-in of contrast in the subendocardium vs.
subepicardium for all HFHS pigs. Quantitative TPG analysis, shown in Fig. 4, demonstrated a significantly
higher mean TPG across all myocardial segments in HFHS pigs compared to
controls (slice-averaged value: 24%±5% vs. 5%±3%), consistent with the qualitative results (example shown in Fig. 3).
Discussion and Conclusion
The developed steady-state
FPP imaging approach with hybrid 2D/3D acquisition is the first method
to enable reconstruction of all myocardial slices at the end-systolic phase with an unprecedented 1.2x1.2 mm2 resolution without the need for ECG gating. The significantly higher TPG for the HFHS pigs is indicative of impaired myocardial perfusion reserve in the subendocardial layer (corresponding to the location of the microvascular network) during stress, consistent with CMD. In
conclusion, the presented results demonstrate that subendocardial ischemia and stress-induced
TPGs can be visually detected in the absence of obstructive CAD using the developed high-resolution end-systolic FPP method. The combination of high in-plane resolution,
end-systolic imaging of all slices, and dark-rim-minimized reconstruction enables
reliable detection of perfusion defects at the subendocardial layer. Our
results suggest that this methodology may be a promising approach for accurate diagnosis
of CMD in clinical settings.
Acknowledgements
Grant sponsor: NIH National Heart, Lung and Blood Institute; Grant
number: NIH K99/R00 HL124323. References
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