Department of Biomedical Engineering, University of Arizona, Tucson, Arizona, USA.
Department of Radiology, Stanford University, Stanford, California, USA.
J Neuroimaging. 2022 Sep;32(5):956-967. doi: 10.1111/jon.13023. Epub 2022 Jul 15.
Altered brain vasculature is a key phenomenon in several neurologic disorders. This paper presents a quantitative assessment of the anatomical variations in the Circle of Willis (CoW) and vascular morphology in healthy aging, acute ischemic stroke (AIS) and Alzheimer's Disease (AD).
We used our novel automatic method to segment and extract geometric features of the cerebral vasculature from MR angiography scans of 175 healthy subjects, which were used to create a probabilistic atlas of cerebrovasculature and to study normal aging and intersubject variations in CoW anatomy. Subsequently, we quantified and analyzed vascular alterations in 45AIS and 50 AD patients, two prominent cerebrovascular and neurodegenerative disorders.
In the sampled cohort, we determined that the CoW is fully formed in only 35% of healthy adults and found significantly (p < .05) increased tortuosity and fractality, with increasing age and also with disease in both AIS and AD. We also found significantly lower vessel length, volume, and number of branches in AIS patients, as expected. The AD cerebral vessels exhibited significantly smaller diameter and more complex branching patterns, compared to age-matched healthy adults. These changes were significantly heightened (p < .05) among healthy, early onset mild AD, and moderate/severe dementia groups.
Although our study does not include longitudinal data due to paucity of such datasets, the specific geometric features and quantitative comparisons demonstrate the potential for using vascular morphology as a noninvasive imaging biomarker for neurologic disorders.
改变的脑脉管系统是几种神经疾病的一个关键现象。本文提出了对威利环(CoW)的解剖变异和健康老化、急性缺血性中风(AIS)和阿尔茨海默病(AD)中的血管形态进行定量评估。
我们使用新的自动方法从 175 名健康受试者的磁共振血管造影扫描中分割和提取脑血管的几何特征,这些特征用于创建脑血管概率图谱,并研究 CoW 解剖结构的正常老化和个体间变异。随后,我们量化和分析了 45 名 AIS 和 50 名 AD 患者的血管改变,这两种疾病是突出的脑血管和神经退行性疾病。
在抽样队列中,我们确定只有 35%的健康成年人的 CoW 完全形成,并且发现随着年龄的增长以及在 AIS 和 AD 中,CoW 的迂曲度和分形明显增加(p < 0.05)。我们还发现 AIS 患者的血管长度、体积和分支数量明显减少,这是预期的。与年龄匹配的健康成年人相比,AD 大脑血管的直径明显更小,分支模式更复杂。这些变化在健康、早期轻度 AD 和中度/重度痴呆组中显著升高(p < 0.05)。
尽管由于缺乏此类数据集,我们的研究没有包括纵向数据,但特定的几何特征和定量比较表明,血管形态有可能作为神经疾病的一种非侵入性成像生物标志物。