Madelin Guillaume, Babb James, Xia Ding, Regatte Ravinder R
Center for Biomedical Imaging, Department of Radiology, New York University Langone Medical Center, New York, NY, USA.
PLoS One. 2015 Mar 9;10(3):e0118692. doi: 10.1371/journal.pone.0118692. eCollection 2015.
The purpose of this study is to assess the repeatability of the quantification of pseudo-intracellular sodium concentration (C1) and pseudo-extracellular volume fraction (α) estimated in brain in vivo using sodium magnetic resonance (MRI) at 3 T. Eleven healthy subjects were scanned twice, with two sodium MRI acquisitions (with and without fluid suppression by inversion recovery), and two double inversion recovery (DIR) proton MRI. DIR MRIs were used to create masks of gray and white matter (GM, WM), that were subsequently applied to the C1 and α maps calculated from sodium MRI and a tissue three-compartment model, in order to measure the distributions of these two parameters in GM, WM or full brain (GM+WM) separately. The mean, median, mode, standard deviation (std), skewness and kurtosis of the C1 and α distributions in whole GM, WM and full brain were calculated for each subject, averaged over all data, and used as parameters for the repeatability assessment. The coefficient of variation (CV) was calculated as a measure of reliability for the detection of intra-subject changes in C1 and αfor each parameter, while intraclass correlation (ICC) was used as a measure of repeatability. It was found that the CV of most of the parameters was around 10-20% (except for C1 kurtosis which is about 40%) for C1 and α measurements, and that ICC was moderate to very good (0.4 to 0.9) for C1 parameters and for some of the α parameters (mainly skewness and kurtosis). In conclusion, the proposed method could allow to reliably detect changes of 50% and above of the different measurement parameters of C1 and αin neuropathologies (multiple sclerosis, tumor, stroke, Alzheimer's disease) compared to healthy subjects, and that skewness and kurtosis of the distributions of C1 and αseem to be the more sensitive parameters to these changes.
本研究的目的是评估在3T场强下使用钠磁共振成像(MRI)在体内估计大脑中伪细胞内钠浓度(C1)和伪细胞外体积分数(α)的可重复性。11名健康受试者接受了两次扫描,包括两次钠MRI采集(一次有反转恢复液体抑制,一次没有)以及两次双反转恢复(DIR)质子MRI。DIR MRI用于创建灰质和白质(GM、WM)的掩码,随后将其应用于根据钠MRI和组织三室模型计算得到的C1和α图,以便分别测量这两个参数在GM、WM或全脑(GM+WM)中的分布。计算每个受试者在整个GM、WM和全脑中C1和α分布的均值、中位数、众数、标准差(std)、偏度和峰度,对所有数据求平均值,并将其用作可重复性评估的参数。计算变异系数(CV)作为检测每个参数C1和α受试者内变化的可靠性指标,同时使用组内相关系数(ICC)作为可重复性指标。结果发现,对于C1和α测量,大多数参数的CV约为10-20%(C1峰度除外,约为40%),并且对于C1参数和一些α参数(主要是偏度和峰度),ICC为中等至非常好(0.4至0.9)。总之,与健康受试者相比,所提出的方法能够可靠地检测神经病理学(多发性硬化症、肿瘤、中风、阿尔茨海默病)中C1和α不同测量参数50%及以上的变化,并且C1和α分布的偏度和峰度似乎是对这些变化更敏感的参数。