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帕金森病运动亚型的皮质复杂性改变:基于表面的分形维形态测量分析

Cortical complexity alterations in motor subtypes of Parkinson's disease: A surface-based morphometry analysis of fractal dimension.

作者信息

Dehghan Yousef, Sarbaz Yashar

机构信息

Biological Systems Modeling Laboratory, Department of Biomedical Engineering, Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran.

出版信息

Eur J Neurosci. 2024 Dec;60(12):7249-7262. doi: 10.1111/ejn.16612. Epub 2024 Dec 3.

Abstract

Based on motor symptoms, Parkinson's disease (PD) can be classified into tremor dominant (TD) and postural instability gait difficulty (PIGD) subtypes. Few studies have examined cortical complexity differences in PD motor subtypes. This study aimed to investigate differences in cortical complexity and grey matter volume (GMV) between TD and PIGD. We enrolled 36 TD patients, 27 PIGD patients and 66 healthy controls (HC) from the PPMI (Parkinson's Progression Markers Initiative) database. Voxel-based morphometry (VBM) and surface-based morphometry (SBM) were utilized to assess differences in GMV, cortical thickness and cortical complexity. The structural MRI data of participants was analysed using CAT12/SPM12 (p < 0.05, FDR corrected). Additionally, correlations between clinical data and structural changes were examined (p < 0.05, Holm-Bonferroni corrected). In comparison to both HC and TD groups, PIGD patients exhibited a significant fractal dimension (FD) decrease in many cortical regions. A significant negative correlation between age and FD was observed in the left insula for the PIGD patients and in the bilateral insula for the TD patients. However, no significant differences were found in GMV, cortical thickness or other complexity indices. Altered FD in the bilateral insula indicates that postural instability and gait disturbances may result from a failure to integrate information from various structures, whereas parkinsonian rest tremor is not associated with this integration. Also, widespread decreases in cortical FD demonstrate that FD is more sensitive than other complexity measures and can serve as a novel biomarker for identifying subtle changes in cortical morphology in the PIGD subtype.

摘要

基于运动症状,帕金森病(PD)可分为震颤为主型(TD)和姿势不稳步态障碍型(PIGD)亚型。很少有研究探讨PD运动亚型的皮质复杂性差异。本研究旨在调查TD和PIGD之间皮质复杂性和灰质体积(GMV)的差异。我们从帕金森病进展标记物倡议(PPMI)数据库中纳入了36例TD患者、27例PIGD患者和66例健康对照(HC)。采用基于体素的形态学测量(VBM)和基于表面的形态学测量(SBM)来评估GMV、皮质厚度和皮质复杂性的差异。使用CAT12/SPM12对参与者的结构MRI数据进行分析(p < 0.05,经FDR校正)。此外,还检查了临床数据与结构变化之间的相关性(p < 0.05,经Holm-Bonferroni校正)。与HC组和TD组相比,PIGD患者在许多皮质区域的分形维数(FD)显著降低。在PIGD患者的左侧岛叶以及TD患者的双侧岛叶中,观察到年龄与FD之间存在显著负相关。然而,在GMV、皮质厚度或其他复杂性指标方面未发现显著差异。双侧岛叶FD的改变表明,姿势不稳和步态障碍可能是由于未能整合来自各种结构的信息所致,而帕金森病静止性震颤与这种整合无关。此外,皮质FD的广泛降低表明,FD比其他复杂性测量更敏感,可作为识别PIGD亚型皮质形态细微变化的新型生物标志物。

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