Diffusion tensor image analysis along the perivascular space (DTI-ALPS) in Parkinson's disease patients with subjective cognitive decline.

IF 5.2 2区 医学 Q2 GERIATRICS & GERONTOLOGY
Frontiers in Aging Neuroscience Pub Date : 2026-09-18 eCollection Date: 2026-01-01 DOI:10.3389/fnagi.2026.1935631
Shanzhen Wei, Mengdi Qiu, Mengyu Gong, Wenwei Zou, Jiaxin Ren, Wenchao Qiu
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引用次数: 0

Abstract

Introduction: This study aimed to examine diffusion alterations indexed by the diffusion tensor image analysis along the perivascular space (DTI-ALPS) in patients with Parkinson's disease presenting with subjective cognitive decline (PD-SCD), and to investigate their associations with impairments across specific cognitive domains.

Methods: This is a cross-sectional study. A total of 607 eligible participants were enrolled and categorized into three groups: healthy controls (HC), Parkinson's disease with normal cognition (PD-NC), and PD-SCD. The DTI-ALPS index was calculated as a diffusion-based metric reflecting water diffusivity along the perivascular space relative to adjacent fiber tracts. To ensure the robustness of the findings, Region of Interest (ROI) delineation was performed and validated using both manual anatomical delineation and JHU atlas-based methods. Statistical analyses included inter-group comparisons, Receiver Operating Characteristic (ROC) curves to assess predictive performance for PD-SCD, and partial correlation analyses between ALPS indices and cognitive domains.

Results: The DTI-ALPS indices were significantly lower in the PD-SCD group compared to both PD-NC and HC groups, exhibiting a significant stepwise decline (HC > PD-NC > PD-SCD). ROC analysis showed that the left ALPS index (AUC = 0.6503) and the mean ALPS index (AUC = 0.6452) had modest discriminatory performance in differentiating PD-SCD from PD-NC. Partial correlation analysis revealed that ALPS indices were specifically and significantly associated with attention and working memory deficits. Notably, the side of motor symptom onset in PD did not significantly influence ALPS values. High consistency was observed between the manual and atlas-based ROI methods.

Discussion: In this cross-sectional cohort, PD-SCD was associated with a lower DTI-ALPS index, and this diffusion alteration was related to attention and working-memory performance. These findings suggest that the DTI-ALPS index may serve as a potential diffusion-based marker for early cognitive risk stratification in PD; however, its precise biological basis and longitudinal significance require further investigation.

帕金森病患者主观认知能力下降的沿血管周围间隙弥散张量图像分析(DTI-ALPS)
摘要:本研究旨在探讨帕金森病主观认知能力下降(PD-SCD)患者沿血管周围间隙扩散张量图像分析(DTI-ALPS)所指示的扩散改变,并探讨其与特定认知领域损伤的关系。方法:这是一个横断面研究。共有607名符合条件的参与者被纳入研究,并被分为三组:健康对照(HC)、认知正常的帕金森病(PD-NC)和PD-SCD。DTI-ALPS指数是一种基于扩散的指标,反映了相对于邻近纤维束沿血管周围空间的水扩散率。为了确保结果的稳健性,使用手动解剖描绘和基于JHU图谱的方法对感兴趣区域(ROI)进行了描绘和验证。统计分析包括组间比较,受试者工作特征(ROC)曲线评估PD-SCD的预测性能,以及ALPS指数与认知领域之间的部分相关分析。结果:PD-SCD组DTI-ALPS指数明显低于PD-NC组和HC组,且呈显著的逐步下降趋势(HC > PD-NC > PD-SCD)。ROC分析显示,左侧阿尔卑斯指数(AUC = 0.6503)和平均阿尔卑斯指数(AUC = 0.6452)对PD-SCD和PD-NC具有适度的区分作用。偏相关分析显示,ALPS指数与注意和工作记忆缺陷有显著的相关性。值得注意的是,PD患者运动症状的发作对ALPS值没有显著影响。在手工和基于地图集的ROI方法之间观察到高度一致性。讨论:在这个横断面队列中,PD-SCD与较低的DTI-ALPS指数相关,这种扩散改变与注意力和工作记忆表现有关。这些发现提示DTI-ALPS指数可能作为PD早期认知风险分层的潜在的基于弥散的标志物;然而,其确切的生物学基础和纵向意义有待进一步研究。
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来源期刊
Frontiers in Aging Neuroscience
Frontiers in Aging Neuroscience GERIATRICS & GERONTOLOGY-NEUROSCIENCES
CiteScore
6.30
自引率
8.30%
发文量
1426
期刊介绍: Frontiers in Aging Neuroscience is a leading journal in its field, publishing rigorously peer-reviewed research that advances our understanding of the mechanisms of Central Nervous System aging and age-related neural diseases. Specialty Chief Editor Thomas Wisniewski at the New York University School of Medicine is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide.
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