Palombo Marco, Gentili Silvia, Bozzali Marco, Macaluso Emiliano, Capuani Silvia
Physics Department "Sapienza" University of Rome, Rome, Italy; Neuroimaging laboratory, IRCCS Santa Lucia foundation, Rome, Italy.
Magn Reson Med. 2015 May;73(5):2015-24. doi: 10.1002/mrm.25308. Epub 2014 Jun 3.
In this MRI study, diffusional kurtosis imaging (DKI) and T2 * multiecho relaxometry were measured from the white matter (WM) of human brains and correlated with each other, with the aim of investigating the influence of magnetic-susceptibility (Δχ (H2O-TISSUE) ) on the contrast.
We focused our in vivo analysis on assessing the dependence of mean, axial, and radial kurtosis (MK, K‖ , K⊥ ), as well as DTI indices on Δχ (H2O-TISSUE) (quantified by T2 *) between extracellular water and WM tissue molecules. Moreover, Monte Carlo (MC) simulations were used to elucidate experimental data.
A significant positive correlation was observed between K⊥ , MK and R2 * = 1/T2 *, suggesting that Δχ (H2O-TISSUE) could be a source of DKI contrast. In this view, K⊥ and MK-map contrasts in human WM would not just be due to different restricted diffusion processes of compartmentalized water but also to local Δχ (H2O-TISSUE) . However, MC simulations show a strong dependence on microstructure rearrangement and a feeble dependence on Δχ (H2O-TISSUE) of DKI signal.
Our results suggests a concomitant and complementary existence of multi-compartmentalized diffusion process and Δχ (H2O-TISSUE) in DKI contrast that might explain why kurtosis contrast is more sensitive than DTI in discriminating between different tissues. However, more realistic numerical simulations are needed to confirm this statement.
在这项磁共振成像(MRI)研究中,对人脑白质进行扩散峰度成像(DKI)和T2*多回波弛豫测量,并将两者相互关联,以研究磁敏感性(Δχ(H2O - 组织))对对比度的影响。
我们的体内分析重点在于评估平均峰度、轴向峰度和径向峰度(MK、K‖、K⊥)以及扩散张量成像(DTI)指标对细胞外水与白质组织分子之间的Δχ(H2O - 组织)(通过T2*量化)的依赖性。此外,使用蒙特卡罗(MC)模拟来阐释实验数据。
观察到K⊥、MK与R2* = 1/T2*之间存在显著正相关,表明Δχ(H2O - 组织)可能是DKI对比度的一个来源。据此观点,人类白质中的K⊥和MK图对比度不仅归因于分隔水的不同受限扩散过程,还归因于局部的Δχ(H2O - 组织)。然而,MC模拟显示DKI信号对微观结构重排有强烈依赖性,而对Δχ(H2O - 组织)依赖性较弱。
我们的结果表明,在DKI对比度中多分隔扩散过程和Δχ(H2O - 组织)同时存在且相互补充,这可能解释了为什么峰度对比度在区分不同组织时比DTI更敏感。然而,需要更逼真的数值模拟来证实这一说法。