TY - JOUR
T1 - Validation of highly accelerated real-time cardiac cine MRI with radial k-space sampling and compressed sensing in patients at 1.5T and 3T
AU - The CKD Optimal Management with Binders and NicotinamidE (COMBINE) Study Group
AU - Haji-Valizadeh, Hassan
AU - Rahsepar, Amir A.
AU - Collins, Jeremy D.
AU - Bassett, Elwin
AU - Isakova, Tamara
AU - Block, Tobias
AU - Adluru, Ganesh
AU - DiBella, Edward V.R.
AU - Lee, Daniel C.
AU - Carr, James C.
AU - Kim, Daniel
N1 - Funding Information:
1Biomedical Engineering, Northwestern University, Evanston, Illinois, USA. 2Department of Radiology, Northwestern University, Chicago, Illinois, USA. 3Division of Nephrology, Internal Medicine, Northwestern University, Chicago, Illinois, USA. 4Physics Department, University of Utah, Salt Lake City, Utah, USA. 5Department of Radiology, New York University, New York, New York, USA. 6Department of Radiology and Imaging Science, University of Utah, Salt Lake City, Utah, USA. 7Division of Cardiology, Internal Medicine, Northwestern University, Chicago, Illinois, USA. Grant sponsor: National Institutes of Health; Grant numbers: R01HL116895, R01HL138578, R21EB024315, R21AG055954, R01DK102438. *Correspondence to: Daniel Kim, PhD, Department of Radiology, North-western University, 737 N. Michigan Avenue, Suite 1600, Chicago, IL 60611. E-mail: daniel.kim3@northwestern.edu Received 28 June 2017; revised 17 August 2017; accepted 22 August 2017 DOI 10.1002/mrm.26918 Published online 17 September 2017 in Wiley Online Library (wileyonlinelibrary.com).
Publisher Copyright:
© 2017 International Society for Magnetic Resonance in Medicine
PY - 2018/5
Y1 - 2018/5
N2 - Purpose: To validate an optimal 12-fold accelerated real-time cine MRI pulse sequence with radial k-space sampling and compressed sensing (CS) in patients at 1.5T and 3T. Methods: We used two strategies to reduce image artifacts arising from gradient delays and eddy currents in radial k-space sampling with balanced steady-state free precession readout. We validated this pulse sequence against a standard breath-hold cine sequence in two patient cohorts: a myocardial infarction (n = 16) group at 1.5T and chronic kidney disease group (n = 18) at 3T. Two readers independently performed visual analysis of 68 cine sets in four categories (myocardial definition, temporal fidelity, artifact, noise) on a 5-point Likert scale (1 = nondiagnostic, 2 = poor, 3 = adequate or moderate, 4 = good, 5 = excellent). Another reader calculated left ventricular (LV) functional parameters, including ejection fraction. Results: Compared with standard cine, real-time cine produced nonsignificantly different visually assessed scores, except for the following categories: 1) temporal fidelity scores were significantly lower (P = 0.013) for real-time cine at both field strengths, 2) artifacts scores were significantly higher (P = 0.013) for real-time cine at both field strengths, and 3) noise scores were significantly (P = 0.013) higher for real-time cine at 1.5T. Standard and real-time cine pulse sequences produced LV functional parameters that were in good agreement (e.g., absolute mean difference in ejection fraction <4%). Conclusion: This study demonstrates that an optimal 12-fold, accelerated, real-time cine MRI pulse sequence using radial k-space sampling and CS produces good to excellent visual scores and relatively accurate LV functional parameters in patients at 1.5T and 3T. Magn Reson Med 79:2745–2751, 2018.
AB - Purpose: To validate an optimal 12-fold accelerated real-time cine MRI pulse sequence with radial k-space sampling and compressed sensing (CS) in patients at 1.5T and 3T. Methods: We used two strategies to reduce image artifacts arising from gradient delays and eddy currents in radial k-space sampling with balanced steady-state free precession readout. We validated this pulse sequence against a standard breath-hold cine sequence in two patient cohorts: a myocardial infarction (n = 16) group at 1.5T and chronic kidney disease group (n = 18) at 3T. Two readers independently performed visual analysis of 68 cine sets in four categories (myocardial definition, temporal fidelity, artifact, noise) on a 5-point Likert scale (1 = nondiagnostic, 2 = poor, 3 = adequate or moderate, 4 = good, 5 = excellent). Another reader calculated left ventricular (LV) functional parameters, including ejection fraction. Results: Compared with standard cine, real-time cine produced nonsignificantly different visually assessed scores, except for the following categories: 1) temporal fidelity scores were significantly lower (P = 0.013) for real-time cine at both field strengths, 2) artifacts scores were significantly higher (P = 0.013) for real-time cine at both field strengths, and 3) noise scores were significantly (P = 0.013) higher for real-time cine at 1.5T. Standard and real-time cine pulse sequences produced LV functional parameters that were in good agreement (e.g., absolute mean difference in ejection fraction <4%). Conclusion: This study demonstrates that an optimal 12-fold, accelerated, real-time cine MRI pulse sequence using radial k-space sampling and CS produces good to excellent visual scores and relatively accurate LV functional parameters in patients at 1.5T and 3T. Magn Reson Med 79:2745–2751, 2018.
KW - Cartesian k-space
KW - cardiac function
KW - compressed sensing
KW - radial k-space
KW - real-time cine MRI
KW - tiny golden angles
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U2 - 10.1002/mrm.26918
DO - 10.1002/mrm.26918
M3 - Article
C2 - 28921631
AN - SCOPUS:85042214041
SN - 0740-3194
VL - 79
SP - 2745
EP - 2751
JO - Magnetic Resonance in Medicine
JF - Magnetic Resonance in Medicine
IS - 5
ER -