Evaluation of left ventricular ejection fraction using through-time radial GRAPPA

BackgroundThe determination of left ventricular ejection fraction using cardiovascular magnetic resonance (CMR) requires a steady cardiac rhythm for electrocardiogram (ECG) gating and multiple breathholds to minimize respiratory motion artifacts, which often leads to scan times of several minutes. The need for gating and breathholding can be eliminated by employing real-time CMR methods such as through-time radial GRAPPA. The aim of this study is to compare left ventricular cardiac functional parameters obtained using current gold-standard breathhold ECG-gated functional scans with non-gated free-breathing real-time imaging using radial GRAPPA, and to determine whether scan time or the occurrence of artifacts are reduced when using this real-time approach.Methods63 patients were scanned on a 1.5T CMR scanner using both the standard cardiac functional examination with gating and breathholding and the real-time method. Total scan durations were noted. Through-time radial GRAPPA was employed to reconstruct images from the highly accelerated real-time data. The blood volume in the left ventricle was assessed to determine the end systolic volume (ESV), end diastolic volume (EDV), and ejection fraction (EF) for both methods, and images were rated for the presence of artifacts and quality of specific image features by two cardiac readers. Linear regression analysis, Bland-Altman plots and two-sided t-tests were performed to compare the quantitative parameters. A two-sample t-test was performed to compare the scan durations, and a two-sample test of proportion was used to analyze the presence of artifacts. For the reviewers´ ratings the Wilcoxon test for the equality of the scores´ distributions was employed.ResultsThe differences in EF, EDV, and ESV between the gold-standard and real-time methods were not statistically significant (p-values of 0.77, 0.82, and 0.97, respectively). Additionally, the scan time was significantly shorter for the real-time data collection (p<0.001) and fewer artifacts were reported in the real-time images (p<0.01). In the qualitative image analysis, reviewers marginally preferred the standard images although some features including cardiac motion were equivalently rated.ConclusionReal-time functional CMR with through-time radial GRAPPA performed without ECG-gating under free-breathing can be considered as an alternative to gold-standard breathhold cine imaging for the evaluation of ejection fraction in patients.

[1]  Zhi-Pei Liang,et al.  Real-time cardiac MRI using prior spatial-spectral information , 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[2]  Nicole Seiberlich,et al.  Real-time imaging with radial GRAPPA: Implementation on a heterogeneous architecture for low-latency reconstructions. , 2014, Magnetic resonance imaging.

[3]  Benoît Naegel,et al.  SNR enhancement of highly-accelerated real-time cardiac MRI acquisitions based on non-local means algorithm , 2009, Medical Image Anal..

[4]  P. Cohn,et al.  Reproducibility of the angiographic left ventricular ejection fraction in patients with coronary artery disease. , 1974, American heart journal.

[5]  Jens Frahm,et al.  Real‐time MRI at a resolution of 20 ms , 2010, NMR in biomedicine.

[6]  Jens Frahm,et al.  Real-time cardiovascular magnetic resonance at 1.5 T using balanced SSFP and 40 ms resolution , 2013, Journal of Cardiovascular Magnetic Resonance.

[7]  Vivek Muthurangu,et al.  Feasibility and reproducibility of biventricular volumetric assessment of cardiac function during exercise using real‐time radial k‐t SENSE magnetic resonance imaging , 2009, Journal of magnetic resonance imaging : JMRI.

[8]  Larry A Allen,et al.  Performance of 3-dimensional echocardiography in measuring left ventricular volumes and ejection fraction: a systematic review and meta-analysis. , 2012, Journal of the American College of Cardiology.

[9]  Robin M Heidemann,et al.  Generalized autocalibrating partially parallel acquisitions (GRAPPA) , 2002, Magnetic resonance in medicine.

[10]  John M. Pauly,et al.  A Practical Acceleration Algorithm for Real-Time Imaging , 2009, IEEE Transactions on Medical Imaging.

[11]  Herbert Köstler,et al.  Free breathing cardiac real-time cine MR without ECG triggering. , 2010, International journal of cardiology.

[12]  Sigmund Frigstad,et al.  Accurate and reproducible measurement of left ventricular volume and ejection fraction by contrast echocardiography: a comparison with magnetic resonance imaging. , 2004, Journal of the American College of Cardiology.

[13]  D. Pennell,et al.  Comparison of interstudy reproducibility of cardiovascular magnetic resonance with two-dimensional echocardiography in normal subjects and in patients with heart failure or left ventricular hypertrophy. , 2002, The American journal of cardiology.

[14]  A. Beckett,et al.  AKUFO AND IBARAPA. , 1965, Lancet.

[15]  H. Seguchi,et al.  Quantitative study of the difference in pulmonary perfusion in different respiratory phases in healthy volunteers , 2002, Annals of nuclear medicine.

[16]  E Fleck,et al.  Comparison of magnetic resonance real-time imaging of left ventricular function with conventional magnetic resonance imaging and echocardiography. , 2001, The American journal of cardiology.

[17]  A de Roos,et al.  Left ventricular measurements with cine and spin-echo MR imaging: a study of reproducibility with variance component analysis. , 1993, Radiology.

[18]  Li Feng,et al.  Highly accelerated real‐time cardiac cine MRI using k–t SPARSE‐SENSE , 2013, Magnetic resonance in medicine.

[19]  Peter Kellman,et al.  Retrospective reconstruction of high temporal resolution cine images from real‐time MRI using iterative motion correction , 2012, Magnetic resonance in medicine.

[20]  C. Chefd'Hotel,et al.  High spatial and temporal resolution cardiac cine MRI from retrospective reconstruction of data acquired in real time using motion correction and resorting , 2009, Magnetic resonance in medicine.

[21]  Jeffrey A Fessler,et al.  On NUFFT-based gridding for non-Cartesian MRI. , 2007, Journal of magnetic resonance.

[22]  Nicole Seiberlich,et al.  Accelerated 2D multi-slice first-pass contrast-enhanced myocardial perfusion using through-time radial GRAPPA , 2014, Journal of Cardiovascular Magnetic Resonance.

[23]  Ralf W. Bauer,et al.  True real-time cardiac MRI in free breathing without ECG synchronization using a novel sequence with radial k-space sampling and balanced SSFP contrast mode , 2013, The International Journal of Cardiovascular Imaging.

[24]  A. Buda,et al.  Effect of intrathoracic pressure on left ventricular performance. , 1979, The New England journal of medicine.

[25]  D. Altman,et al.  STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT , 1986, The Lancet.

[26]  L. Anderson,et al.  The Role of Cardiovascular Magnetic Resonance Imaging in Heart Failure. , 2016, Cardiac failure review.

[27]  I Schnittger,et al.  Reproducibility of left ventricular volumes by two-dimensional echocardiography. , 1983, Journal of the American College of Cardiology.

[28]  Nicole Seiberlich,et al.  Improved radial GRAPPA calibration for real‐time free‐breathing cardiac imaging , 2011, Magnetic resonance in medicine.

[29]  Yu Ding,et al.  Application of the Karhunen–Loeve transform temporal image filter to reduce noise in real-time cardiac cine MRI , 2009, Physics in medicine and biology.

[30]  Nicole Heussen,et al.  Assessment of myocardial function with interactive non-breath-hold real-time MR imaging: comparison with echocardiography and breath-hold Cine MR imaging. , 2004, Radiology.