Afzali Maryam, Aja-Fernández Santiago, Jones Derek K
Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Cardiff, United Kingdom.
Laboratorio de Procesado de Imagen, ETSI Telecomunicación Edificio de las Nuevas Tecnologías, Universidad de Valladolid, Valladolid, Spain.
Magn Reson Med. 2020 Sep;84(3):1579-1591. doi: 10.1002/mrm.28191. Epub 2020 Feb 21.
It has been shown, theoretically and in vivo, that using the Stejskal-Tanner pulsed-gradient, or linear tensor encoding (LTE), and in tissue exhibiting a "stick-like" diffusion geometry, the direction-averaged diffusion-weighted MRI signal at high b-values ( ) follows a power-law, decaying as . It has also been shown, theoretically, that for planar tensor encoding (PTE), the direction-averaged diffusion-weighted MRI signal decays as 1/b. We aimed to confirm this theoretical prediction in vivo. We then considered the direction-averaged signal for arbitrary b-tensor shapes and different tissue substrates to look for other conditions under which a power-law exists.
We considered the signal decay for high b-values for encoding geometries ranging from 2-dimensional PTE, through isotropic or spherical tensor encoding to LTE. When a power-law behavior was suggested, this was tested using in silico simulations and, when appropriate, in vivo using ultra-strong (300 mT/m) gradients.
Our in vivo results confirmed the predicted 1/b power law for PTE. Moreover, our analysis showed that using an axisymmetric b-tensor a power-law only exists under very specific conditions: (a) "stick-like" tissue geometry and purely LTE or purely PTE waveforms; and (b) "pancake-like" tissue geometry and a purely LTE waveform.
A complete analysis of the power-law dependencies of the diffusion-weighted signal at high b-values has been performed. Only three specific forms of encoding result in a power-law dependency, pure linear and pure PTE when the tissue geometry is "stick-like" and pure LTE when the tissue geometry is "pancake-like". The different exponents of these encodings could be used to provide independent validation of the presence of different tissue geometries in vivo.
理论研究及体内实验均已表明,在呈现“棒状”扩散几何结构的组织中,使用斯泰伊卡尔 - 坦纳脉冲梯度或线性张量编码(LTE)时,高b值( )下的方向平均扩散加权磁共振成像(MRI)信号遵循幂律,衰减形式为 。理论研究还表明,对于平面张量编码(PTE),方向平均扩散加权MRI信号按1/b衰减。我们旨在通过体内实验验证这一理论预测。随后,我们考虑了任意b张量形状和不同组织基质的方向平均信号,以寻找存在幂律的其他条件。
我们研究了从二维PTE、各向同性或球形张量编码到LTE等多种编码几何结构在高b值下的信号衰减情况。当出现幂律行为时,通过计算机模拟进行测试,适当时在体内使用超强(300 mT/m)梯度进行测试。
我们的体内实验结果证实了PTE预测的1/b幂律。此外,我们的分析表明,使用轴对称b张量时,幂律仅在非常特定的条件下存在:(a)“棒状”组织几何结构以及纯LTE或纯PTE波形;(b)“薄饼状”组织几何结构以及纯LTE波形。
已对高b值下扩散加权信号的幂律依赖性进行了全面分析。只有三种特定形式的编码会导致幂律依赖性,即组织几何结构为“棒状”时的纯线性和纯PTE,以及组织几何结构为“薄饼状”时的纯LTE。这些编码的不同指数可用于在体内独立验证不同组织几何结构的存在。