The University of Queensland, The Queensland Brain Institute, Brisbane, Australia.
Neuroimage. 2010 Jul 1;51(3):1027-36. doi: 10.1016/j.neuroimage.2010.03.035. Epub 2010 Mar 18.
Diffusion magnetic resonance imaging (dMRI) tractography can be employed to simultaneously analyze three-dimensional white matter tracts in the brain. Numerous methods have been proposed to model diffusion-weighted magnetic resonance data for tractography, and we have explored the functionality of some of these for studying white and grey matter pathways in ex vivo mouse brain. Using various deterministic and probabilistic algorithms across a range of regions of interest we found that probabilistic tractography provides a more robust means of visualizing both white and grey matter pathways than deterministic tractography. Importantly, we demonstrate the sensitivity of probabilistic tractography profiles to streamline number, step size, curvature, fiber orientation distribution threshold, and wholebrain versus region of interest seeding. Using anatomically well-defined corticothalamic pathways, we show how projection maps can permit the topographical assessment of probabilistic tractography. Finally, we show how different tractography approaches can impact on dMRI assessment of tract changes in a mouse deficient for the frontal cortex morphogen, fibroblast growth factor 17. In conclusion, probabilistic tractography can elucidate the phenotypes of mice with neurodegenerative or neurodevelopmental disorders in a quantitative manner.
弥散磁共振成像(dMRI)束流追踪技术可用于同时分析大脑中的三维白质束。已经提出了许多方法来对扩散加权磁共振数据进行建模以进行束流追踪,我们已经探索了其中一些方法在研究离体小鼠脑的白质和灰质通路中的功能。通过使用各种确定性和概率算法在一系列感兴趣的区域,我们发现概率束流追踪比确定性束流追踪提供了一种更稳健的方法来可视化白质和灰质通路。重要的是,我们证明了概率束流追踪谱对流线数量、步长、曲率、纤维方向分布阈值以及全脑与感兴趣区域播种的敏感性。使用解剖学上定义明确的皮质丘脑通路,我们展示了投影图如何允许对概率束流追踪进行地形评估。最后,我们展示了不同的束流追踪方法如何影响缺乏额皮质形态发生因子纤维母细胞生长因子 17 的小鼠的 dMRI 对束变化的评估。总之,概率束流追踪可以以定量的方式阐明具有神经退行性或神经发育障碍的小鼠的表型。