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Multi-parametric MRI Characterization of Healthy Human Thigh Muscles at 3.0T - Relaxation Magnetization Transfer Fat/Water and Diffusion Tensor Imaging

机译:健康人大腿肌肉在3.0T时的多参数MRI表征-松弛磁化转移脂肪/水和扩散张量成像

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摘要

Muscle diseases commonly have clinical presentations of inflammation, fat infiltration, fibrosis, and atrophy. However, the results of existing laboratory tests and clinical presentations are not well correlated. Advanced quantitative MRI techniques may allow the assessment of myo-pathological changes in a sensitive and objective manner. To progress towards this goal, an array of quantitative MRI protocols was implemented for human thigh muscles, their reproducibility was assessed, and the statistical relationships among parameters were determined. These quantitative methods included fat/water imaging, multiple spin-echo T2 imaging (with and without fat signal suppression, FS), selective inversion recovery for T1 and quantitative magnetization transfer (qMT) imaging (with and without FS), and diffusion tensor imaging. Data were acquired at 3.0 T from nine healthy subjects. To assess the repeatability of each method, the subjects were re-imaged on an average of 35 days later. Pre-testing lifestyle restrictions were applied to standardize physiological conditions across scans. Strong between-day intra-class correlations were observed in all quantitative indices except for the macromolecular-to-free water pool size ratio (PSR) with FS, a metric derived from qMT data. Two-way analysis of variance revealed no significant between-day differences in the mean values for any parameter estimate. The repeatability was further assessed with Bland-Altman plots, and low repeatability coefficients were obtained for all parameters. Among-muscle differences in the quantitative MRI indices and inter-class correlations among the parameters were identified. There were inverse relationships between fractional anisotropy (FA) and the 2nd eigenvalue, the 3rd eigenvalue, and the standard deviation of first eigenvector. The FA was positively related to the PSR, while the other diffusion indices were inversely related to the PSR. These findings support the use of these T1, T2, fat/water, and DTI protocols for characterizing skeletal muscle using MRI. Moreover, the data support the existence of a common biophysical mechanism, water content, as a source of variation in these parameters.
机译:肌肉疾病通常具有炎症,脂肪浸润,纤维化和萎缩的临床表现。但是,现有实验室测试的结果和临床表现并没有很好的相关性。先进的定量MRI技术可允许以敏感和客观的方式评估肌病理变化。为了实现这一目标,对人体大腿肌肉实施了一系列定量MRI方案,评估了其可重复性,并确定了参数之间的统计关系。这些定量方法包括脂肪/水成像,多重自旋回波T2成像(有和没有脂肪信号抑制,FS),T1的选择性反转恢复和定量磁化转移(qMT)成像(有和没有FS)以及扩散张量成像。在3.0 T时从九名健康受试者获得数据。为了评估每种方法的可重复性,平均在35天后对受试者进行重新成像。测试前的生活方式限制适用于标准化扫描的生理状况。在所有定量指标中都观察到了强烈的日内类内相关性,除了带有FS的大分子与自由水池大小之比(PSR)(一种从qMT数据得出的指标)。方差的双向分析显示,任何参数估计值的平均值之间均无显着差异。用Bland-Altman图进一步评估了重复性,并且所有参数的重复性系数均较低。肌肉之间的定量MRI指数之间的差异和参数之间的类间相关性被确定。分数各向异性(FA)与2 nd 特征值,3 rd 特征值和第一特征向量的标准偏差之间存在反比关系。 FA与PSR呈正相关,而其他扩散指数与PSR呈负相关。这些发现支持使用这些T1,T2,脂肪/水和DTI方案来使用MRI表征骨骼肌。此外,数据支持存在共同的生物物理机制,即水分,作为这些参数变化的来源。

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