Wu Dan, Turnbill Victoria, Lee Hong-Hsi, Wang Xiaoli, Ba Ruicheng, Walczak Piotr, Martin Lee J, Fieremans Els, Novikov Dmitry S, Northington Frances J, Zhang Jiangyang
bioRxiv. 2023 Aug 10:2023.08.08.552374. doi: 10.1101/2023.08.08.552374.
Non-invasive mapping of cellular pathology can provide critical diagnostic and prognostic information. Recent developments in diffusion MRI have produced new tools for examining tissue microstructure at a level well below the imaging resolution. Here, we report the use of diffusion time ( )-dependent diffusion kurtosis imaging ( DKI) to simultaneously assess the morphology and transmembrane permeability of cells and their processes in the context of pathological changes in hypoxic-ischemic brain (HI) injury. Through Monte Carlo simulations and cell culture organoid imaging, we demonstrate feasibility in measuring effective size and permeability changes based on the peak and tail of DKI curves. In a mouse model of HI, imaging at 11.7T detects a marked shift of the DKI peak to longer in brain edema, suggesting swelling and beading associated with the astrocytic processes and neuronal neurites. Furthermore, we observed a faster decrease of the DKI tail in injured brain regions, reflecting increased membrane permeability that was associated with upregulated water exchange upon astrocyte activation at acute stage as well as necrosis with disrupted membrane integrity at subacute stage. Such information, unavailable with conventional diffusion MRI at a single can predict salvageable tissues. For a proof-of-concept, DKI at 3T on an ischemic stroke patient suggested increased membrane permeability in the stroke region. This work therefore demonstrates the potential of DKI for detection of the pathological changes in microstructural morphology and transmembrane permeability after ischemic injury using a clinically translatable protocol.
细胞病理学的无创成像能够提供关键的诊断和预后信息。扩散磁共振成像(MRI)的最新进展产生了新的工具,可在远低于成像分辨率的水平上检查组织微观结构。在此,我们报告了使用依赖于扩散时间( )的扩散峰度成像( DKI),在缺氧缺血性脑(HI)损伤的病理变化背景下,同时评估细胞及其突起的形态和跨膜通透性。通过蒙特卡罗模拟和细胞培养类器官成像,我们证明了基于 DKI曲线的峰值和尾部测量有效大小和通透性变化的可行性。在HI小鼠模型中,11.7T的成像检测到脑水肿中 DKI峰明显向更长的扩散时间偏移,表明与星形胶质细胞突起和神经元神经突相关的肿胀和串珠样改变。此外,我们观察到损伤脑区 DKI曲线尾部下降更快,反映出膜通透性增加,这与急性期星形胶质细胞激活时水交换上调以及亚急性期膜完整性破坏的坏死有关。这种传统单扩散时间的扩散MRI无法获得的信息可以预测可挽救的组织。作为概念验证,对一名缺血性中风患者进行3T的 DKI检查显示中风区域膜通透性增加。因此,这项工作证明了 DKI使用临床可转化方案检测缺血性损伤后微观结构形态和跨膜通透性病理变化的潜力。