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定量磁化率映射和 R1 测量:在老化的离体大鼠胼胝体中测定髓鞘体积分数。

Quantitative susceptibility mapping and R1 measurement: Determination of the myelin volume fraction in the aging ex vivo rat corpus callosum.

机构信息

Department of Biomedical Engineering, Ulsan National Institute of Science and Technology, Ulsan, South Korea.

Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, Massachusetts, USA.

出版信息

NMR Biomed. 2022 Mar;35(3):e4645. doi: 10.1002/nbm.4645. Epub 2021 Nov 5.

Abstract

In studies of the white matter (WM) in aging brains, both quantitative susceptibility mapping (QSM) and direct R measurement offer potentially useful ex vivo MRI tools that allow volumetric characterization of myelin content changes. Despite the technical importance of such MRI methods in numerous age-related diseases, the supposed linear relationship between the estimates of either the QSM or R method and age-affected myelin contents has not been validated. In this study, the absolute myelin volume fraction (MVF) was determined by transmission electron microscopy (TEM) as a gold standard measure for comparison with the values obtained by the aforementioned MR methods. To theoretically evaluate and understand the MR signal characteristics, QSM simulations were performed using the finite perturber method (FPM). Specifically, the simulation geometry modeling was based on TEM-derived structures aligned orthogonally to the main magnetic field, the construct of which was used to estimate the magnetic field shift (ΔB) changes arising from the conjectured myelin structures. Experimentally, ex vivo corpus callosum (CC) samples from rat brains obtained at 6 weeks (n = 3), 4 months (n = 3), and 20 months (n = 3) after birth were used to establish the relationship between changes quantified by either QSM or R with the absolute MVF by TEM. From the ex vivo brain samples, the scatterplot of mean MVF versus R was fitted to a linear equation, where R  = 0.7948 × MVF  + 0.8118 (Pearson's correlation coefficient r = 0.9138; p < 0.01), while the scatterplot of mean MVF versus MRI-derived magnetic susceptibility (χ) was also fitted to a line where χ  = -0.1218 × MVF  - 0.006345 (r = -0.8435; p < 0.01). As a result of the FPM-based QSM simulations, a linearly proportional relationship between the simulated magnetic susceptibility, χ , and MVF (r = -0.9648; p < 0.01) was established. Such a statistically significant linear correlation between MRI-derived values by the QSM (or R ) method and MVF demonstrated that variable myelin contents in the WM (i.e., CC) can be quantified across multiple stages of aging. These findings further support that both techniques based on QSM and R provide an efficient means of studying the brain-aging process with accurate volumetric quantification of the myelin content in WM.

摘要

在研究衰老大脑的白质(WM)时,定量磁化率映射(QSM)和直接 R 测量都提供了潜在有用的离体 MRI 工具,可用于对髓鞘含量变化进行体积特征描述。尽管这些 MRI 方法在许多与年龄相关的疾病中具有重要的技术意义,但 QSM 或 R 方法的估计值与受年龄影响的髓鞘含量之间的假定线性关系尚未得到验证。在这项研究中,通过透射电子显微镜(TEM)确定绝对髓鞘体积分数(MVF)作为金标准测量值,与上述 MR 方法获得的值进行比较。为了从理论上评估和理解 MR 信号特征,使用有限扰流器方法(FPM)进行了 QSM 模拟。具体而言,模拟几何结构建模基于 TEM 衍生的结构,这些结构垂直于主磁场排列,该结构用于估计源于推测的髓鞘结构的磁场位移(ΔB)变化。在实验中,使用从出生后 6 周(n=3)、4 个月(n=3)和 20 个月(n=3)的大鼠脑中获得的离体胼胝体(CC)样本,建立了 QSM 或 R 定量变化与 TEM 测量的绝对 MVF 之间的关系。从离体脑组织样本中,平均 MVF 与 R 的散点图拟合为线性方程,其中 R=0.7948×MVF+0.8118(皮尔逊相关系数 r=0.9138;p<0.01),而平均 MVF 与 MRI 衍生的磁化率(χ)的散点图也拟合为线,其中 χ=-0.1218×MVF-0.006345(r=-0.8435;p<0.01)。基于 FPM 的 QSM 模拟的结果建立了模拟磁化率 χ与 MVF 之间的线性比例关系(r=-0.9648;p<0.01)。QSM(或 R)方法的 MRI 衍生值与 MVF 之间存在这种具有统计学意义的线性相关性表明,WM(即 CC)中的可变髓鞘含量可以在多个衰老阶段进行定量。这些发现进一步支持基于 QSM 和 R 的这两种技术为研究大脑衰老过程提供了一种有效的方法,可以对 WM 中的髓鞘含量进行准确的体积定量。

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