减轻血管周围流体成像中的头部位置偏差:LD-ALPS,一种计算DTI-ALPS的新方法。

IF 2 Q3 CLINICAL NEUROLOGY
NeuroSci Pub Date : 2025-10-07 DOI:10.3390/neurosci6040101
Ford Burles, Emily Sallis, Daniel C Kopala-Sibley, Giuseppe Iaria
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引用次数: 0

摘要

背景/目的:glymphatic系统是最近发现的脑内神经胶质依赖性废物清除途径,它利用血管周围空间进行脑脊液交换。沿着血管周围空间的弥散张量成像分析(DTI-ALPS)提供了一种非侵入性的估计血管周围流量的方法,但其生物学特异性和对方法变化的敏感性,特别是MRI采集时的头部位置,仍然是该技术有效性的威胁。本研究旨在评估目前DTI-ALPS实践的流行程度,评估头部朝向对ALPS指数计算的影响,并提出一种新的计算方法来提高测量的效度。方法:我们简要回顾了DTI-ALPS的文献,以确定头位矫正策略的使用。然后,我们分析了来自172名阿尔茨海默病神经影像学倡议(ADNI)参与者的弥散MRI数据,以量化头部方向对使用传统的未旋转ALPS、矢量校正ALPS和本文提出的新的LD-ALPS方法计算的ALPS指数的影响。结果:大多数研究采用未旋转的alps,它不能校正头部方向。在我们的样本中,unrotation - alps值与绝对头距显著相关(r169 = -0.513, p < 0.001),表明系统偏倚。使用vecreg或LD-ALPS消除了这种关系。此外,LD-ALPS对认知状态表现出更高的敏感性,这是通过迷你精神状态检查分数来衡量的。结论:在DTI-ALPS研究中,头部定向校正是必要的。LD-ALPS方法虽然在计算上要求更高,但提高了血管周围液体估计的可靠性和灵敏度,支持其在未来衰老和神经变性研究中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mitigating Head Position Bias in Perivascular Fluid Imaging: LD-ALPS, a Novel Method for DTI-ALPS Calculation.

Background/objectives: The glymphatic system is a recently characterized glial-dependent waste clearance pathway in the brain, which makes use of perivascular spaces for cerebrospinal fluid exchange. Diffusion tensor imaging analysis along the perivascular space (DTI-ALPS) offers a non-invasive method for estimating perivascular flow, but its biological specificity and susceptibility to methodological variation, particularly head position during MRI acquisition, remain as threats to the validity of this technique. This study aimed to assess the prevalence of current DTI-ALPS practices, evaluate the impact of head orientation on ALPS index calculation, and propose a novel computational approach to improve measurement validity.

Methods: We briefly reviewed DTI-ALPS literature to determine the use of head-orientation correction strategies. We then analyzed diffusion MRI data from 172 participants in the Alzheimer's Disease Neuroimaging Initiative (ADNI) to quantify the influence of head orientation on ALPS indices computed using the conventional Unrotated-ALPS, a vecrec-corrected ALPS, and the new LD-ALPS method proposed within.

Results: A majority of studies employed Unrotated-ALPS, which does not correct for head orientation. In our sample, Unrotated-ALPS values were significantly associated with absolute head pitch (r169 = -0.513, p < 0.001), indicating systematic bias. This relationship was eliminated using either vecreg or LD-ALPS. Additionally, LD-ALPS showed more sensitivity to cognitive status as measured by Mini-Mental State Examination scores.

Conclusions: Correcting for head orientation is essential in DTI-ALPS studies. The LD-ALPS method, while computationally more demanding, improves the reliability and sensitivity of perivascular fluid estimates, supporting its use in future research on aging and neurodegeneration.

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