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

磁共振弥散成像 白质 连接组学 纤维束成像 物理 连接体 部分各向异性 不对称 核磁共振 人类连接体项目 血管周围间隙 磁共振成像 神经科学 解剖 心理学 医学 放射科 量子力学 功能连接
作者
Kurt G. Schilling,Allen T. Newton,Chantal M. W. Tax,Markus Nilsson,Maxime Chamberland,Adam Anderson,Bennett A. Landman,Maxime Descoteaux
出处
期刊:Human Brain Mapping [Wiley]
卷期号:46 (10) 被引量:7
标识
DOI:10.1002/hbm.70282
摘要

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, λ 2 = λ 3 ) and interpret deviations (i.e., radial asymmetry, where λ 2 > λ 3 ) 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.
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