Kořínek Radim, Pfleger Lorenz, Eckstein Korbinian, Beiglböck Hannes, Robinson Simon Daniel, Krebs Michael, Trattnig Siegfried, Starčuk Zenon, Krššák Martin
Magnetic Resonance group, Institute of Scientific Instruments of the Czech Academy of Sciences, Brno, Czechia.
Division of Endocrinology and Metabolism, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
Front Phys. 2021 May 7;9:665562. doi: 10.3389/fphy.2021.665562. eCollection 2021.
Fat fraction quantification and assessment of its distribution in the hepatic tissue become more important with the growing epidemic of obesity, and the increasing prevalence of diabetes mellitus type 2 and non-alcoholic fatty liver disease. At 3Tesla, the multi-echo, chemical-shift-encoded magnetic resonance imaging (CSE-MRI)-based acquisition allows the measurement of proton density fat-fraction (PDFF) even in clinical protocols. Further improvements in SNR can be achieved by the use of phased array coils and increased static magnetic field. The purpose of the study is to evaluate the feasibility of PDFF imaging using a multi-echo CSE-MRI technique at ultra-high magnetic field (7Tesla). Thirteen volunteers (M/F) with a broad range of age, body mass index, and hepatic PDFF were measured at 3 and 7T by multi-gradient-echo MRI and single-voxel spectroscopy MRS. All measurements were performed in breath-hold (exhalation); the MRI protocols were optimized for a short measurement time, thus minimizing motion-related problems. 7T data were processed off-line using Matlab® (MRI:multi-gradient-echo) and jMRUI (MRS), respectively. For quantitative validation of the PDFF results, a similar protocol was performed at 3T, including on-line data processing provided by the system manufacturer, and correlation analyses between 7 and 3T data were performed off-line. The multi-echo CSE-MRI measurements at 7T with a phased-array coil configuration and an optimal post-processing yielded liver volume coverage ranging from 30 to 90% for high- and low-BMI subjects, respectively. PDFFs ranged between 1 and 20%. We found significant correlations between 7T MRI and -MRS measurements (R ≅ 0.97; 0.005), and between MRI-PDFF at 7T and 3T fields (R ≅ 0.94; < 0.005) in the evaluated volumes. Based on the measurements and analyses performed, the multi-echo CSE-MRI method using a 32-channel coil at 7T showed its aptitude for MRI-based quantitation of PDFF in the investigated volumes. The results are the first step toward qMRI of the whole liver at 7T with further improvements in hardware.
随着肥胖症的流行趋势不断加剧,以及2型糖尿病和非酒精性脂肪性肝病的患病率日益上升,脂肪含量的定量分析及其在肝组织中的分布评估变得愈发重要。在3特斯拉的磁场强度下,基于多回波、化学位移编码磁共振成像(CSE-MRI)的采集方式甚至在临床方案中也能实现质子密度脂肪分数(PDFF)的测量。通过使用相控阵线圈和提高静磁场强度,可进一步提升信噪比(SNR)。本研究的目的是评估在超高磁场(7特斯拉)下使用多回波CSE-MRI技术进行PDFF成像的可行性。通过多梯度回波MRI和单体素波谱分析(MRS)对13名年龄、体重指数和肝脏PDFF范围各异的志愿者(男/女)在3特斯拉和7特斯拉磁场强度下进行了测量。所有测量均在屏气(呼气)状态下进行;MRI方案针对短测量时间进行了优化,从而将与运动相关的问题降至最低。7特斯拉的数据分别使用Matlab®(MRI:多梯度回波)和jMRUI(MRS)进行离线处理。为了对PDFF结果进行定量验证,在3特斯拉下执行了类似的方案,包括由系统制造商提供的在线数据处理,并离线进行了7特斯拉和3特斯拉数据之间的相关性分析。在7特斯拉下采用相控阵线圈配置并经过优化后处理的多回波CSE-MRI测量结果显示,高体重指数和低体重指数受试者的肝脏体积覆盖率分别为30%至90%。PDFF范围在1%至20%之间。我们发现在评估的体积范围内,7特斯拉MRI和MRS测量结果之间存在显著相关性(R≅0.97;<0.005),以及7特斯拉和3特斯拉磁场下的MRI-PDFF之间存在显著相关性(R≅0.94;<0.005)。基于所进行的测量和分析,在7特斯拉下使用32通道线圈的多回波CSE-MRI方法显示出其在研究体积内基于MRI对PDFF进行定量分析的能力。这些结果是朝着在7特斯拉下对全肝进行定量磁共振成像迈出的第一步,随着硬件的进一步改进,有望实现更精确的肝脏脂肪含量评估。