Department of Biomedical Engineering, Cornell University, Ithaca, NY, USA.
Neuroimage. 2013 Apr 15;70:363-76. doi: 10.1016/j.neuroimage.2012.12.050. Epub 2013 Jan 4.
White matter is an essential component of the central nervous system and is of major concern in neurodegenerative diseases such as multiple sclerosis (MS). Recent MRI studies have explored the unique anisotropic magnetic properties of white matter using susceptibility tensor imaging. However, these measurements are inhibited in practice by the large number of different head orientations needed to accurately reconstruct the susceptibility tensor. Adding reasonable constraints reduces the number of model parameters and can help condition the tensor reconstruction from a small number of orientations. The macroscopic magnetic susceptibility is decomposed as a sum of molecular magnetic polarizabilities, demonstrating that macroscopic order in molecular arrangement is essential to the existence of and symmetry in susceptibility anisotropy and cylindrical symmetry is a natural outcome of an ordered molecular arrangement. Noise propagation in the susceptibility tensor reconstruction is analyzed through its condition number, showing that the tensor reconstruction is highly susceptible to the distribution of acquired subject orientations and to the tensor symmetry properties, with a substantial over- or under-estimation of susceptibility anisotropy in fiber directions not favorably oriented with respect to the acquired orientations. It was found that a careful acquisition of three non-coplanar orientations and the use of cylindrical symmetry guided by diffusion tensor imaging allowed reasonable estimation of magnetic susceptibility anisotropy in certain major white matter tracts in the human brain.
脑白质是中枢神经系统的重要组成部分,在多发性硬化症(MS)等神经退行性疾病中受到广泛关注。最近的 MRI 研究利用磁化率张量成像技术探索了脑白质独特的各向异性磁性质。然而,在实际应用中,由于需要大量不同的头部方向来准确重建磁化率张量,这些测量受到限制。增加合理的约束可以减少模型参数的数量,并有助于从少量方向对张量进行条件重建。宏观磁化率可分解为分子磁极化率的和,这表明分子排列的宏观有序性对于磁化率各向异性的存在和对称性至关重要,并且圆柱对称性是有序分子排列的自然结果。通过其条件数分析磁化率张量重建中的噪声传播,表明张量重建对采集的受检者方向的分布以及张量对称性特性非常敏感,对于与采集方向不匹配的纤维方向,磁化率各向异性的估计过高或过低。结果发现,仔细采集三个非共面方向,并结合扩散张量成像引导的圆柱对称性,可以合理估计人脑某些主要白质束的磁化率各向异性。