Evaluation and interpretation of DTI-ALPS, a proposed surrogate marker for glymphatic clearance, in a large population-based sample.

IF 7.6 1区 医学 Q1 CLINICAL NEUROLOGY
Siddhartha Satpathi, Robert I Reid, Scott A Przybelski, Sheelakumari Raghavan, Petrice M Cogswell, Nolan K Meyer, Val J Lowe, Jeffrey L Gunter, Ronald C Petersen, Clifford R Jack, Jonathan Graff-Radford, Prashanthi Vemuri
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引用次数: 0

Abstract

Background: The diffusion tensor imaging along perivascular spaces index (DTI-ALPS), which measures diffusivity in the perivascular spaces along the medullary veins, has gained popularity and controversy as a surrogate marker of glymphatic clearance. The goal of this work is to automatically estimate DTI-ALPS in a large population-based sample, evaluate the correlates of the signal observed in the context of aging and dementia biomarkers, and evaluate its clinical usefulness.

Methods: We identified 2715 participants aged 30 + years in the population-based Mayo Clinic Study of Aging with diffusion MRI. We calculated DTI-ALPS through a modified pipeline of previously published methods. We evaluated DTI-ALPS using different protocols and scanners and reported ICC for agreement. We examined the predictors of longitudinal DTI-ALPS with demographics (age, sex), vascular risk, clinical data (diagnosis, global cognition), and imaging markers (white matter hyperintensity (WMH), global amyloid load from PIB-PET, and temporal meta-ROI Tau-PET SUVR) in a subset of participants aged 50 + years using Pearson correlations, ANCOVA with adjustments for age and sex, and linear mixed effect models. We also compared the utility of DTI-ALPS with WMH for prediction of cognitive decline.

Results: With modifications to the automated DTI-ALPS pipeline, consistent measurements can be made from data obtained with different protocols on different scanners. DTI-ALPS was negatively correlated with age, vascular risk, and WMH burden and was positively correlated with cognitive scores and higher in females. In the longitudinal models, WMH explained the greatest variability in decline of DTI-ALPS. The age and sex adjusted associations with AD biomarkers (amyloid and tau) were minimal. DTI-ALPS had a significant interaction with WMH on the rate of cognitive decline.

Conclusions: DTI-ALPS can be reliably automated in large samples. The computed DTI-ALPS was associated with vascular dysfunction (vascular risk and WMH) and may provide additional complementary information about cognitive decline. The low associations with AD biomarkers suggest that DTI-ALPS may be a poor surrogate of AD.

评估和解释DTI-ALPS,一个提议的替代标记淋巴清除,在一个大的人群为基础的样本。
背景:沿血管周围空间弥散张量成像指数(DTI-ALPS)测量沿髓静脉血管周围空间的弥散性,作为淋巴清除率的替代标记物,已经获得了广泛的应用和争议。这项工作的目标是在一个基于大量人群的样本中自动估计DTI-ALPS,评估在衰老和痴呆生物标志物的背景下观察到的信号的相关性,并评估其临床用途。方法:我们在以人群为基础的梅奥诊所衰老扩散MRI研究中确定了2715名年龄在30岁以上的参与者。我们通过先前发表的方法的修改管道计算DTI-ALPS。我们使用不同的协议和扫描仪对DTI-ALPS进行了评估,并报告了ICC的一致性。我们使用Pearson相关性、年龄和性别调整后的方差分析(ANCOVA)和线性混合效应模型,研究了纵向DTI-ALPS的预测因子,包括人口统计学(年龄、性别)、血管风险、临床数据(诊断、整体认知)和成像标记(白质高强度(WMH)、PIB-PET的整体淀粉样蛋白负荷和时间元roi Tau-PET SUVR)。我们还比较了DTI-ALPS与WMH在预测认知能力下降方面的效用。结果:通过对自动化DTI-ALPS管道的改进,可以从不同扫描仪上使用不同协议获得的数据进行一致的测量。DTI-ALPS与年龄、血管危险、WMH负担负相关,与认知评分正相关,且女性较高。在纵向模式中,WMH解释了DTI-ALPS下降的最大变动性。年龄和性别调整与AD生物标志物(淀粉样蛋白和tau蛋白)的关联最小。DTI-ALPS与WMH对认知衰退率有显著交互作用。结论:DTI-ALPS可以在大样本中可靠地自动化检测。计算的DTI-ALPS与血管功能障碍(血管风险和WMH)有关,并可能提供有关认知能力下降的额外补充信息。与阿尔茨海默病生物标志物的低相关性表明DTI-ALPS可能是阿尔茨海默病的不良替代品。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Alzheimer's Research & Therapy
Alzheimer's Research & Therapy 医学-神经病学
CiteScore
13.10
自引率
3.30%
发文量
172
审稿时长
>12 weeks
期刊介绍: Alzheimer's Research & Therapy is an international peer-reviewed journal that focuses on translational research into Alzheimer's disease and other neurodegenerative diseases. It publishes open-access basic research, clinical trials, drug discovery and development studies, and epidemiologic studies. The journal also includes reviews, viewpoints, commentaries, debates, and reports. All articles published in Alzheimer's Research & Therapy are included in several reputable databases such as CAS, Current contents, DOAJ, Embase, Journal Citation Reports/Science Edition, MEDLINE, PubMed, PubMed Central, Science Citation Index Expanded (Web of Science) and Scopus.
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