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