Kaden Enrico, Gyori Noemi G, Rudrapatna S Umesh, Barskaya Irina Y, Dragonu Iulius, Does Mark D, Jones Derek K, Clark Chris A, Alexander Daniel C
Centre for Medical Image Computing, University College London, London, UK.
Great Ormond Street Institute of Child Health, University College London, London, UK.
Magn Reson Med. 2020 Nov;84(5):2739-2753. doi: 10.1002/mrm.28303. Epub 2020 May 7.
The gradient-echo MR signal in brain white matter depends on the orientation of the fibers with respect to the external magnetic field. To map microstructure-specific magnetic susceptibility in orientationally heterogeneous material, it is thus imperative to regress out unwanted orientation effects.
This work introduces a novel framework, referred to as microscopic susceptibility anisotropy imaging, that disentangles the 2 principal effects conflated in gradient-echo measurements, (a) the susceptibility properties of tissue microenvironments, especially the myelin microstructure, and (b) the axon orientation distribution relative to the magnetic field. Specifically, we utilize information about the orientational tissue structure inferred from diffusion MRI data to factor out the -direction dependence of the frequency difference signal.
A human pilot study at 3 T demonstrates proxy maps of microscopic susceptibility anisotropy unconfounded by fiber crossings and orientation dispersion as well as magnetic field direction. The developed technique requires only a dual-echo gradient-echo scan acquired at 1 or 2 head orientations with respect to the magnetic field and a 2-shell diffusion protocol achievable on standard scanners within practical scan times.
The quantitative recovery of microscopic susceptibility features in the presence of orientational heterogeneity potentially improves the assessment of microstructural tissue integrity.
脑白质中的梯度回波磁共振信号取决于纤维相对于外部磁场的方向。因此,为了在取向异质材料中绘制微观结构特异性磁化率图谱,消除不必要的取向效应势在必行。
本研究引入了一种新的框架,称为微观磁化率各向异性成像,该框架可区分梯度回波测量中合并的两个主要效应,(a)组织微环境的磁化率特性,尤其是髓鞘微观结构,以及(b)轴突相对于磁场的方向分布。具体而言,我们利用从扩散磁共振成像数据推断出的取向组织结构信息,以消除频率差信号的 - 方向依赖性。
一项在3T场强下进行的人体初步研究展示了微观磁化率各向异性的代理图谱,该图谱不受纤维交叉、取向离散以及磁场方向的干扰。所开发的技术仅需要在相对于磁场的1或2个头部取向上采集的双回波梯度回波扫描,以及在实际扫描时间内标准扫描仪上可实现的双壳扩散协议。
在存在取向异质性的情况下对微观磁化率特征进行定量恢复,可能会改善对微观结构组织完整性的评估。