Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Departments of Neurology and Neuroscience, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Magn Reson Med. 2020 Sep;84(3):1564-1578. doi: 10.1002/mrm.28189. Epub 2020 Feb 5.
To investigate diffusion-time dependency of diffusional kurtosis in the mouse brain using pulsed-gradient spin-echo (PGSE) and oscillating-gradient spin-echo (OGSE) sequences.
3D PGSE and OGSE kurtosis tensor data were acquired from ex vivo brains of adult, cuprizone-treated, and age-matched control mice with diffusion-time (t ) ~ 20 ms and frequency (f) = 70 Hz, respectively. Further, 2D acquisitions were performed at multiple times/frequencies ranging from f = 140 Hz to t = 30 ms with b-values up to 4000 s/mm . Monte Carlo simulations were used to investigate the coupled effects of varying restriction size and permeability on time/frequency-dependence of kurtosis with both diffusion-encoding schemes. Simulations and experiments were further performed to investigate the effect of varying number of cycles in OGSE waveforms.
Kurtosis and diffusivity maps exhibited significant region-specific changes with diffusion time/frequency across both gray and white matter areas. PGSE- and OGSE-based kurtosis maps showed reversed contrast between gray matter regions in the cerebellar and cerebral cortex. Localized time/frequency-dependent changes in kurtosis tensor metrics were found in the splenium of the corpus callosum in cuprizone-treated mouse brains, corresponding to regional demyelination seen with histological assessment. Monte Carlo simulations showed that kurtosis estimates with pulsed- and oscillating-gradient waveforms differ in their sensitivity to exchange. Both simulations and experiments showed dependence of kurtosis on number of cycles in OGSE waveforms for non-zero permeability.
The results show significant time/frequency-dependency of diffusional kurtosis in the mouse brain, which can provide sensitivity to probe intrinsic cellular heterogeneity and pathological alterations in gray and white matter.
利用脉冲梯度回波(PGSE)和振荡梯度回波(OGSE)序列研究小鼠脑内扩散峰度的扩散时间依赖性。
从成年、脱髓鞘模型(杯状醇处理)和年龄匹配的对照小鼠的离体脑中采集 3D PGSE 和 OGSE 峰度张量数据,扩散时间(t)约为 20 ms,频率(f)分别为 70 Hz 和 140 Hz。此外,还在多个时间/频率下进行了 2D 采集,频率范围从 f = 140 Hz 到 t = 30 ms,b 值高达 4000 s/mm。蒙特卡罗模拟用于研究在两种扩散编码方案下,不同限制大小和渗透率对峰度的时间/频率依赖性的耦合影响。还进行了模拟和实验,以研究 OGSE 波形中循环数变化的影响。
在灰质和白质区域,扩散时间/频率的变化导致峰度和扩散率图显示出显著的区域特异性变化。PGSE 和 OGSE 基峰度图显示小脑和大脑皮层灰质区域之间的对比相反。在脱髓鞘模型小鼠大脑胼胝体压部中发现了局部的时间/频率依赖性的峰度张量指标变化,与组织学评估中观察到的区域性脱髓鞘相对应。蒙特卡罗模拟表明,在脉冲和振荡梯度波形中,峰度估计在对交换的敏感性方面存在差异。模拟和实验都表明,在 OGSE 波形中,非零渗透率的循环数对峰度有依赖性。
结果表明,小鼠脑内扩散峰度存在显著的时间/频率依赖性,这可以提供对灰质和白质内固有细胞异质性和病理改变的敏感性。