Department of Computer Science, University of Georgia, Athens, Georgia.
Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
Hum Brain Mapp. 2018 Oct;39(10):3871-3883. doi: 10.1002/hbm.24217. Epub 2018 May 24.
Huntington's disease (HD) is an inherited neurodegenerative disorder that causes progressive breakdown of striatal neurons. Standard white matter integrity measures like fractional anisotropy and mean diffusivity derived from diffusion tensor imaging were analyzed in prodromal-HD subjects; however, they studied either a whole brain or specific subcortical white matter structures with connections to cortical motor areas. In this work, we propose a novel analysis of a longitudinal cohort of 243 prodromal-HD individuals and 88 healthy controls who underwent two or more diffusion MRI scans as part of the PREDICT-HD study. We separately trace specific white matter fiber tracts connecting the striatum (caudate and putamen) with four cortical regions corresponding to the hand, face, trunk, and leg motor areas. A multi-tensor tractography algorithm with an isotropic volume fraction compartment allows estimating diffusion of fast-moving extra-cellular water in regions containing crossing fibers and provides quantification of a microstructural property related to tissue atrophy. The tissue atrophy rate is separately analyzed in eight cortico-striatal pathways as a function of CAG-repeats (genetic load) by statistically regressing out age effect from our cohort. The results demonstrate a statistically significant increase in isotropic volume fraction (atrophy) bilaterally in hand fiber connections to the putamen with increasing CAG-repeats, which connects the genetic abnormality (CAG-repeats) to an imaging-based microstructural marker of tissue integrity in specific white matter pathways in HD. Isotropic volume fraction measures in eight cortico-striatal pathways are also correlated significantly with total motor scores and diagnostic confidence levels, providing evidence of their relevance to HD clinical presentation.
亨廷顿病 (HD) 是一种遗传性神经退行性疾病,可导致纹状体神经元进行性破坏。在前驱期 HD 患者中分析了来自弥散张量成像的标准白质完整性指标,如各向异性分数和平均弥散度;然而,他们研究的是全脑或与皮质运动区有联系的特定皮质下白质结构。在这项工作中,我们对 PREDICT-HD 研究中 243 名前驱期 HD 个体和 88 名健康对照者的纵向队列进行了一项新的分析,这些个体接受了两次或更多次弥散 MRI 扫描。我们分别追踪连接纹状体(尾状核和壳核)与对应手部、面部、躯干和腿部运动区的四个皮质区域的特定白质纤维束。具有各向同性体积分数隔室的多张量轨迹算法允许估计包含交叉纤维的区域中快速运动的细胞外水的扩散,并提供与组织萎缩相关的微观结构特性的量化。通过从我们的队列中统计回归年龄效应,分别分析 8 条皮质纹状体通路中的组织萎缩率作为 CAG-重复(遗传负荷)的函数。结果表明,随着 CAG-重复的增加,双侧手纤维与壳核的连接中各向同性体积分数(萎缩)呈统计学显著增加,这将遗传异常(CAG-重复)与特定白质通路中组织完整性的基于成像的微观结构标志物联系起来在 HD 中。8 条皮质纹状体通路中的各向同性体积分数测量值与总运动评分和诊断置信度水平显著相关,为其与 HD 临床表现的相关性提供了证据。