White Matter Geometry Confounds Diffusion Tensor Imaging Along Perivascular Space (DTI-ALPS) Measures

IF 3.5 2区 医学 Q1 NEUROIMAGING
Kurt G. Schilling, Allen Newton, Chantal Tax, Markus Nilsson, Maxime Chamberland, Adam Anderson, Bennett Landman, Maxime Descoteaux
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引用次数: 0

Abstract

The perivascular space (PVS) is integral to glymphatic function, facilitating fluid exchange and waste clearance in the brain. Diffusion tensor imaging along the perivascular space (DTI-ALPS) has been proposed as a noninvasive marker of perivascular diffusion, yet its specificity remains unclear. ALPS measures assume radial symmetry in white matter (characterized by equal transverse diffusion eigenvalues, λ2 = λ3) and interpret deviations (i.e., radial asymmetry, where λ2 > λ3) as reflecting PVS contributions. However, anatomical and microstructural confounds may influence these metrics. We systematically evaluated potential biases in ALPS-derived measures using high-resolution, multishell diffusion MRI from the Human Connectome Project (HCP) and high-field imaging. Specifically, we examined (1) the prevalence of radial asymmetry across white matter, (2) the influence of crossing fibers on ALPS indices, (3) the impact of axonal undulations and dispersion, and (4) the spatial alignment of vasculature with white matter in ALPS-associated regions. Radial asymmetry is widespread across white matter and persists even at high b-values, suggesting a dominant contribution from axonal geometry rather than faster PVS-specific diffusion. Crossing fibers significantly inflate ALPS indices, with greater radial asymmetry observed in regions with a greater prevalence of crossing fibers. Furthermore, anisotropic axonal dispersion and undulations introduce systematic asymmetry independent of perivascular diffusion. Finally, high-resolution vascular imaging reveals substantial heterogeneity in medullary vein orientation, challenging the assumption that PVS consistently aligns with the left–right axis in ALPS regions. ALPS indices are significantly influenced by white matter microstructure, including fiber crossings, undulations, and dispersion. These findings suggest that ALPS-derived metrics may not provide a direct measure of glymphatic function but rather reflect underlying axonal geometry. Interpretations of ALPS-derived metrics as biomarkers of glymphatic function must consider these anatomical complexities, and future studies should integrate advanced modeling approaches to disentangle perivascular contributions from white matter structure.

Abstract Image

白质几何形状混淆沿血管周围空间扩散张量成像(DTI-ALPS)测量
血管周围空间(PVS)是淋巴功能不可或缺的一部分,促进脑内液体交换和废物清除。沿血管周围间隙弥散张量成像(DTI-ALPS)已被提出作为血管周围弥散的无创标志物,但其特异性尚不清楚。ALPS测量假设白质的径向对称(以相等的横向扩散特征值为特征,λ2 = λ3),并将偏差(即径向不对称,其中λ2 >; λ3)解释为反映pv贡献。然而,解剖和微观结构的混淆可能会影响这些指标。我们使用来自人类连接组计划(HCP)的高分辨率、多壳扩散MRI和高场成像系统地评估了alps衍生测量的潜在偏差。具体来说,我们研究了(1)白质径向不对称的普遍性,(2)交叉纤维对ALPS指数的影响,(3)轴突波动和弥散的影响,以及(4)ALPS相关区域血管与白质的空间排列。径向不对称在白质中广泛存在,即使在高b值时也持续存在,这表明轴突几何结构的主要贡献,而不是更快的pvs特异性扩散。交叉纤维显著增加了ALPS指数,在交叉纤维更普遍的地区,观察到更大的径向不对称性。此外,各向异性轴突弥散和波动引入了与血管周围扩散无关的系统不对称性。最后,高分辨率血管成像显示髓静脉方向存在很大的异质性,挑战了PVS在ALPS区域始终与左右轴对齐的假设。白质微观结构对ALPS指数有显著影响,包括纤维交叉、波动和色散。这些发现表明,alps衍生的指标可能不能提供淋巴功能的直接测量,而是反映潜在的轴突几何。作为淋巴功能生物标志物的alps衍生指标的解释必须考虑这些解剖学的复杂性,未来的研究应该整合先进的建模方法来解开白质结构对血管周围的贡献。
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来源期刊
Human Brain Mapping
Human Brain Mapping 医学-核医学
CiteScore
8.30
自引率
6.20%
发文量
401
审稿时长
3-6 weeks
期刊介绍: Human Brain Mapping publishes peer-reviewed basic, clinical, technical, and theoretical research in the interdisciplinary and rapidly expanding field of human brain mapping. The journal features research derived from non-invasive brain imaging modalities used to explore the spatial and temporal organization of the neural systems supporting human behavior. Imaging modalities of interest include positron emission tomography, event-related potentials, electro-and magnetoencephalography, magnetic resonance imaging, and single-photon emission tomography. Brain mapping research in both normal and clinical populations is encouraged. Article formats include Research Articles, Review Articles, Clinical Case Studies, and Technique, as well as Technological Developments, Theoretical Articles, and Synthetic Reviews. Technical advances, such as novel brain imaging methods, analyses for detecting or localizing neural activity, synergistic uses of multiple imaging modalities, and strategies for the design of behavioral paradigms and neural-systems modeling are of particular interest. The journal endorses the propagation of methodological standards and encourages database development in the field of human brain mapping.
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