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Accelerated free-breathing 3D T1ρ cardiovascular magnetic resonance using multicoil compressed sensing

机译:加速自由呼吸3DT1ρ心血管磁共振,使用多杆压缩传感

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摘要

Abstract Background Endogenous contrast T1ρ cardiovascular magnetic resonance (CMR) can detect scar or infiltrative fibrosis in patients with ischemic or non-ischemic cardiomyopathy. Existing 2D T1ρ techniques have limited spatial coverage or require multiple breath-holds. The purpose of this project was to develop an accelerated, free-breathing 3D T1ρ mapping sequence with whole left ventricle coverage using a multicoil, compressed sensing (CS) reconstruction technique for rapid reconstruction of undersampled k-space data. Methods We developed a cardiac- and respiratory-gated, free-breathing 3D T1ρ sequence and acquired data using a variable-density k-space sampling pattern (A = 3). The effect of the transient magnetization trajectory, incomplete recovery of magnetization between T1ρ-preparations (heart rate dependence), and k-space sampling pattern on T1ρ relaxation time error and edge blurring was analyzed using Bloch simulations for normal and chronically infarcted myocardium. Sequence accuracy and repeatability was evaluated using MnCl2 phantoms with different T1ρ relaxation times and compared to 2D measurements. We further assessed accuracy and repeatability in healthy subjects and compared these results to 2D breath-held measurements. Results The error in T1ρ due to incomplete recovery of magnetization between T1ρ-preparations was T1ρhealthy = 6.1% and T1ρinfarct = 10.8% at 60 bpm and T1ρhealthy = 13.2% and T1ρinfarct = 19.6% at 90 bpm. At a heart rate of 60 bpm, error from the combined effects of readout-dependent magnetization transients, k-space undersampling and reordering was T1ρhealthy = 12.6% and T1ρinfarct = 5.8%. CS reconstructions had improved edge sharpness (blur metric = 0.15) compared to inverse Fourier transform reconstructions (blur metric = 0.48). There was strong agreement between the mean T1ρ estimated from the 2D and accelerated 3D data (R 2 = 0.99; P < 0.05) acquired on the MnCl2 phantoms. The mean R1ρ estimated from the accelerated 3D sequence was highly correlated with MnCl2 concentration (R2 = 0.99; P < 0.05). 3D T1ρ acquisitions were successful in all human subjects. There was no significant bias between undersampled 3D T1ρ and breath-held 2D T1ρ (mean bias = 0.87) and the measurements had good repeatability (COV2D = 6.4% and COV3D = 7.1%). Conclusions This is the first report of an accelerated, free-breathing 3D T1ρ mapping of the left ventricle. This technique may improve non-contrast myocardial tissue characterization in patients with heart disease in a scan time appropriate for patients.
机译:摘要背景内源性对比T1ρ心血管磁共振(CMR)可以检测缺血性或非缺血性心肌病患者的瘢痕或渗透纤维化。现有的2DT1ρ技术有限的空间覆盖范围或需要多次呼吸持有。该项目的目的是使用多杆,压缩检测(CS)重建技术进行整个左心室覆盖的加速,自由呼吸的3DT1ρ映射序列,用于快速重建未采样的K空间数据。方法我们开发了一种心脏和呼吸门控,自由呼吸的3DT1ρ序列,并使用可变密度k空间采样模式(a = 3)获取数据。瞬态磁化轨迹的效果,在T1ρ - 制剂(心率依赖性)(心率依赖性)之间的磁化恢复和T1ρ弛豫时间误差和边缘模糊的k空间采样模式之间的影响进行了分析了正常和长期梗死的心肌。使用MNCl2幻影评估序列精度和可重复性,其具有不同的T1ρ松弛时间并与2D测量相比。我们进一步评估了健康受试者的准确性和可重复性,并将这些结果与2D呼吸测量进行了比较。结果T1P制剂之间磁化不完全恢复的T1ρ误差是T1ρHealthy= 6.1%和T1PinFarct = 10.8%,在60 bpm和T1ρhealthy= 13.2%和T1Pinfarct = 19.6%,90 bpm。以60 bpm的心率为60 bpm,来自读数依赖性磁化瞬变的综合影响的误差,k空间欠采样和重新排序是t1ρhealthy= 12.6%和t1ρinfarct= 5.8%。与逆傅里叶变换重建相比,CS重建具有改善的边缘清晰度(模糊度量= 0.15)(模糊度量= 0.48)。在MNCl2幻影上获得的2D和加速3D数据(R 2 = 0.99; P <0.05)估计的平均T1ρ之间存在强烈的一致性。从加速3D序列估计的平均R1ρ与MnCl 2浓度高(R2 = 0.99; P <0.05)。 3DT1ρ采集在所有人类受试者中都是成功的。遮光率3DT1ρ之间没有显着的偏压,并且呼吸保持的2DT1ρ(平均偏压= 0.87),测量具有良好的重复性(CoV2D = 6.4%和CoV3D = 7.1%)。结论这是左心室的加速,自由呼吸3DT1ρ映射的第一个报告。该技术可以在适合患者的扫描时间内改善心脏病患者的非对比心肌组织表征。

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