TY - JOUR
T1 - Precision and accuracy of cross-sectional area measurements used to measure coronary endothelial function with spiral MRI
AU - Schär, Michael
AU - Soleimanifard, Sahar
AU - Bonanno, Gabriele
AU - Yerly, Jérôme
AU - Hays, Allison G.
AU - Weiss, Robert G.
N1 - Funding Information:
This work was supported by NIH HL120905, NIH HL125059, NIH HL61912, AHA 17SDG33671007, the Clarence Doodeman Endowment, and the District of Columbia Women’s Board (DCWB).
Funding Information:
This work was supported by NIH HL120905, NIH HL125059, NIH HL61912, AHA 17SDG33671007, the Clarence Doodeman Endowment, and the District of Columbia Women's Board (DCWB).
Publisher Copyright:
© 2018 International Society for Magnetic Resonance in Medicine
PY - 2019/1
Y1 - 2019/1
N2 - Purpose: Coronary endothelial function (CEF) reflects vascular health and conventional invasive CEF measures predict cardiovascular events. MRI can now noninvasively measure CEF by quantifying coronary artery cross-sectional area changes in response to isometric handgrip exercise, an endothelial-dependent stressor. Area changes (10 to 20% in healthy; 2 to −12% in impaired vessels) are only a few imaging voxels because of MRI's limited spatial resolution. Here, with numerical simulations and phantom studies, we test whether Fourier interpolation enables sub-pixel area measurement precision and determine the smallest detectable area change using spiral MRI. Methods: In vivo coronary SNR with the currently used CEF protocol at 3T was measured in 7 subjects for subsequent in vitro work. Area measurements of circular vessels were simulated by varying partial volume, vessel diameter, voxel size, SNR, and Fourier interpolation factor. A phantom with precision-drilled holes (diameters 3–3.42 mm) was imaged 10 times with the current CEF protocol (voxel size, Δx = 0.89 mm) and a high-resolution protocol (Δx = 0.6 mm) to determine precision, accuracy, and the smallest detectable area changes. Results: In vivo coronary SNR ranged from 30–76. Eight-fold Fourier interpolation improved area measurement precision by a factor 6.5 and 4.9 in the simulations and phantom scans, respectively. The current CEF protocol can detect mean area changes of 4–5% for SNR above 30, and 3–3.5% for SNR above 40 with a higher-resolution protocol. Conclusion: Current CEF spiral MRI with in vivo SNR allows detection of a 4–5% area change and Fourier interpolation improves precision several-fold to sub-voxel dimensions.
AB - Purpose: Coronary endothelial function (CEF) reflects vascular health and conventional invasive CEF measures predict cardiovascular events. MRI can now noninvasively measure CEF by quantifying coronary artery cross-sectional area changes in response to isometric handgrip exercise, an endothelial-dependent stressor. Area changes (10 to 20% in healthy; 2 to −12% in impaired vessels) are only a few imaging voxels because of MRI's limited spatial resolution. Here, with numerical simulations and phantom studies, we test whether Fourier interpolation enables sub-pixel area measurement precision and determine the smallest detectable area change using spiral MRI. Methods: In vivo coronary SNR with the currently used CEF protocol at 3T was measured in 7 subjects for subsequent in vitro work. Area measurements of circular vessels were simulated by varying partial volume, vessel diameter, voxel size, SNR, and Fourier interpolation factor. A phantom with precision-drilled holes (diameters 3–3.42 mm) was imaged 10 times with the current CEF protocol (voxel size, Δx = 0.89 mm) and a high-resolution protocol (Δx = 0.6 mm) to determine precision, accuracy, and the smallest detectable area changes. Results: In vivo coronary SNR ranged from 30–76. Eight-fold Fourier interpolation improved area measurement precision by a factor 6.5 and 4.9 in the simulations and phantom scans, respectively. The current CEF protocol can detect mean area changes of 4–5% for SNR above 30, and 3–3.5% for SNR above 40 with a higher-resolution protocol. Conclusion: Current CEF spiral MRI with in vivo SNR allows detection of a 4–5% area change and Fourier interpolation improves precision several-fold to sub-voxel dimensions.
KW - Fourier interpolation
KW - MRI
KW - coronary endothelial function
KW - cross-sectional area measurement, vasodilation
KW - spiral
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U2 - 10.1002/mrm.27384
DO - 10.1002/mrm.27384
M3 - Article
C2 - 30024061
AN - SCOPUS:85050626765
SN - 0740-3194
VL - 81
SP - 291
EP - 302
JO - Magnetic Resonance in Medicine
JF - Magnetic Resonance in Medicine
IS - 1
ER -