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犬脑扩散张量成像参数的相关性

Correlation of diffusion tensor imaging parameters in the canine brain.

作者信息

Leong Dalun, Calabrese Evan, White Leonard E, Wei Peter, Chen Steven, Platt Simon R, Provenzale James M

机构信息

Duke-NUS School of Medicine; Singapore.

Duke University School of Medicine; Durham, North Carolina, USA.

出版信息

Neuroradiol J. 2015 Feb;28(1):12-8. doi: 10.15274/NRJ-2014-10110.

Abstract

The goal of this study was to determine the degree to which ex vivo diffusion tensor imaging (DTI) parameters correlate to one another in white matter regions on very high resolution MR scans. Specifically, we hypothesized that radial diffusivity (RD) and apparent diffusion coefficient (ADC) would correlate more closely than either would correlate with fractional anisotropy (FA). We performed post mortem DTI imaging on three canine brains on a 7 T MR scanner (TR = 100 ms, NEX = 1, gradient amplitude = 600 mT/m, b = 1492-1,565 s/mm²) and generated maps of FA, RD, and ADC. We measured RD, FA and ADC within 14 regions of interest representative of various portions of white matter. We compared the three combinations of values, i.e., FA vs ADC, FA vs RD and ADC vs RD, using linear regression models. Linear regression demonstrated that RD was significantly correlated with FA (p << 0.01; R² = 0.3053) and also with ADC (p << 0.01; R² = 0.6755), but to a much greater degree. However, ADC was not significantly correlated with FA (p = 0.526; R² = 0.101). Our findings suggest that both RD and ADC reflect similar cytoarchitectural features, most likely that of myelination, whereas FA values likely reflect both myelination and additional microstructural features that constrain the diffusion of water in white matter.

摘要

本研究的目的是确定在超高分辨率磁共振扫描的白质区域中,离体扩散张量成像(DTI)参数之间的相关程度。具体而言,我们假设径向扩散率(RD)和表观扩散系数(ADC)之间的相关性比它们与分数各向异性(FA)的相关性更为紧密。我们在一台7T磁共振扫描仪(TR = 100ms,NEX = 1,梯度幅度 = 600mT/m,b = 1492 - 1565s/mm²)上对三个犬脑进行了死后DTI成像,并生成了FA、RD和ADC图。我们在代表白质不同部分的14个感兴趣区域内测量了RD、FA和ADC。我们使用线性回归模型比较了三组值的组合,即FA与ADC、FA与RD以及ADC与RD。线性回归表明,RD与FA显著相关(p << 0.01;R² = 0.3053),也与ADC显著相关(p << 0.01;R² = 0.6755),但程度要大得多。然而,ADC与FA没有显著相关性(p = 0.526;R² = 0.101)。我们的研究结果表明,RD和ADC都反映了相似的细胞结构特征,很可能是髓鞘形成的特征,而FA值可能反映了髓鞘形成以及限制白质中水扩散的其他微观结构特征。

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