Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China.
Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, Beihang University, Beijing, China.
Hum Brain Mapp. 2021 Nov;42(16):5397-5408. doi: 10.1002/hbm.25628. Epub 2021 Aug 19.
White matter abnormalities represent early neuropathological events in neurodegenerative diseases such as Alzheimer's disease (AD), investigating these white matter alterations would likely provide valuable insights into pathological changes over the course of AD. Using a novel mathematical framework called "Director Field Analysis" (DFA), we investigated the geometric microstructural properties (i.e., splay, bend, twist, and total distortion) in the orientation of white matter fibers in AD, amnestic mild cognitive impairment (aMCI), and cognitively normal (CN) individuals from the Alzheimer's Disease Neuroimaging Initiative 2 database. Results revealed that AD patients had extensive orientational changes in the bilateral anterior thalamic radiation, corticospinal tract, inferior and superior longitudinal fasciculus, inferior fronto-occipital fasciculus, and uncinate fasciculus in comparison with CN. We postulate that these orientational changes of white matter fibers may be partially caused by the expansion of lateral ventricle, white matter atrophy, and gray matter atrophy in AD. In contrast, aMCI individuals showed subtle orientational changes in the left inferior longitudinal fasciculus and right uncinate fasciculus, which showed a significant association with the cognitive performance, suggesting that these regions may be preferential vulnerable to breakdown by neurodegenerative brain disorders, thereby resulting in the patients' cognitive impairment. To our knowledge, this article is the first to examine geometric microstructural changes in the orientation of white matter fibers in AD and aMCI. Our findings demonstrate that the orientational information of white matter fibers could provide novel insight into the underlying biological and pathological changes in AD and aMCI.
脑白质异常代表神经退行性疾病(如阿尔茨海默病,AD)的早期神经病理学事件,研究这些脑白质改变可能会深入了解 AD 病程中的病理变化。我们采用一种新颖的数学框架,称为“director field analysis”(DFA),来研究 AD、遗忘型轻度认知障碍(aMCI)和认知正常(CN)个体脑白质纤维方向的几何微观结构特性(即张开、弯曲、扭转和总扭曲),这些个体均来自阿尔茨海默病神经影像学倡议 2 数据库。结果表明,与 CN 相比,AD 患者双侧前丘脑辐射、皮质脊髓束、下纵束和上纵束、下额枕束和钩束的纤维方向有广泛的定向变化。我们推测,这些脑白质纤维的定向变化可能部分是由 AD 患者侧脑室扩张、脑白质萎缩和灰质萎缩引起的。相比之下,aMCI 患者的左侧下纵束和右侧钩束的纤维方向只有细微的定向变化,与认知表现显著相关,这表明这些区域可能更容易受到神经退行性脑疾病的破坏,从而导致患者认知障碍。据我们所知,这是第一篇研究 AD 和 aMCI 中脑白质纤维方向的几何微观结构变化的文章。我们的研究结果表明,脑白质纤维的定向信息可以为 AD 和 aMCI 中的潜在生物学和病理学变化提供新的见解。