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姿势摆动特征受阿尔茨海默病影响。

Postural Sway Characteristics Are Affected by Alzheimer's Disease.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:7219-7222. doi: 10.1109/EMBC46164.2021.9630746.

Abstract

The vestibular system, responsible for balance, is affected by Alzheimer's disease (AD). In this paper, linear and non-linear balance features were used to assess the postural stability of 13 AD individuals at mild stages in comparison with 16 healthy controls. Utilizing two accelerometers, the anterior-posterior (AP) and medial-lateral (ML) sways were recorded from the T2 vertebrae and lateral malleolus of participants standing on a solid and soft foam surface under both eyes-open and eyes-closed conditions. From the recorded signals, four features were extracted and used for statistical analysis: Number of Position Changes (NPC), Number of Non-Zero Accelerations (NNZA), Katz, and Higuchi fractal dimensions (KFD and HFD, respectively). The results show: 1) postural stability is significantly worse for the eyes-closed compared to eyes-open condition (P<0.05 for all features except HFD) as well as whilst standing on soft foam compared to the solid surface (P<0.05 for all features) in both groups; 2) balance perturbations were larger for AP sway than ML on both solid and foam surfaces in both groups (P<0.05 for NPC and NNZA); and 3) stationary balance is significantly poorer for AD individuals compared to controls (P<0.05 for all features). These observations show that both linear and non-linear characteristics of postural stability data have the potentials to be used as objective diagnostic aids for the detection of AD.

摘要

前庭系统负责平衡,受阿尔茨海默病(AD)影响。在本文中,线性和非线性平衡特征被用于评估 13 名轻度 AD 患者与 16 名健康对照者的姿势稳定性。利用两个加速度计,从参与者的 T2 椎骨和外侧踝骨记录前后(AP)和内外(ML)摆动,参与者在睁眼和闭眼两种条件下站在固体和软泡沫表面上。从记录的信号中提取了四个特征进行统计分析:位置变化数(NPC)、非零加速度数(NNZA)、Katz 和 Higuchi 分形维数(分别为 KFD 和 HFD)。结果表明:1)与睁眼相比,闭眼时两组的姿势稳定性都明显更差(除 HFD 外,所有特征均 P<0.05),且在软泡沫表面站立时也比在固体表面站立时更差(所有特征均 P<0.05);2)两组在固体和泡沫表面上,AP 摆动的平衡扰动均大于 ML 摆动(NPC 和 NNZA 均 P<0.05);3)与对照组相比,AD 患者的静止平衡明显较差(所有特征均 P<0.05)。这些观察结果表明,姿势稳定性数据的线性和非线性特征都有可能作为 AD 检测的客观诊断辅助手段。

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