Compressed Sensing Single–Breath-Hold CMR for Fast Quantification of LV Function, Volumes, and Mass

Abstract

ObjectivesThe purpose of this study was to compare a novel compressed sensing (CS)–based single–breath-hold multislice magnetic resonance cine technique with the standard multi–breath-hold technique for the assessment of left ventricular (LV) volumes and function. BackgroundCardiac magnetic resonance is generally accepted as the gold standard for LV volume and function assessment. LV function is 1 of the most important cardiac parameters for diagnosis and the monitoring of treatment effects. Recently, CS techniques have emerged as a means to accelerate data acquisition. MethodsThe prototype CS cine sequence acquires 3 long-axis and 4 short-axis cine loops in 1 single breath-hold (temporal/spatial resolution: 30 ms/1.5 × 1.5 mm2; acceleration factor 11.0) to measure left ventricular ejection fraction (LVEFCS) as well as LV volumes and LV mass using LV model–based 4D software. For comparison, a conventional stack of multi–breath-hold cine images was acquired (temporal/spatial resolution 40 ms/1.2 × 1.6 mm2). As a reference for the left ventricular stroke volume (LVSV), aortic flow was measured by phase-contrast acquisition. ResultsIn 94% of the 33 participants (12 volunteers: mean age 33 ± 7 years; 21 patients: mean age 63 ± 13 years with different LV pathologies), the image quality of the CS acquisitions was excellent. LVEFCS and LVEFstandard were similar (48.5 ± 15.9% vs. 49.8 ± 15.8%; p = 0.11; r = 0.96; slope 0.97; p < 0.00001). Agreement of LVSVCS with aortic flow was superior to that of LVSVstandard (overestimation vs. aortic flow: 5.6 ± 6.5 ml vs. 16.2 ± 11.7 ml, respectively; p = 0.012) with less variability (r = 0.91; p < 0.00001 for the CS technique vs. r = 0.71; p < 0.01 for the standard technique). The intraobserver and interobserver agreement for all CS parameters was good (slopes 0.93 to 1.06; r = 0.90 to 0.99). ConclusionsThe results demonstrated the feasibility of applying the CS strategy to evaluate LV function and volumes with high accuracy in patients. The single–breath-hold CS strategy has the potential to replace the multi–breath-hold standard cardiac magnetic resonance technique.