Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:4214-4217. doi: 10.1109/EMBC48229.2022.9871872.
Post-stroke patients often suffer from gait deficits along with Fear of Fall (FoF) that adversely affect their ambulation. The FoF has been reported to be negatively correlated with one's performance in daily life. Clinical scales, e.g., Falls Efficacy Scale are often used to assess one's FoF. Though powerful, it can suffer from subjectivity. Thus, it is important to have reliable assessment of FoF. Motivated by this, we used one's lower limb muscle activation during specific gait phases to assess one's FoF. For this, we developed a portable electromyogram-sensitive system that can synchronously measure one's muscle activation along with gait phases. We conducted an experimental study with post-stroke patients and age-matched healthy controls who walked under Dual-Task condition. We investigated the lower limb muscle (Gastrocnemius Lateralis (GM) and Tibialis Anterior (TA)) activation during Loading Response, Terminal Stance and Initial Swing phases of gait, associated with slips contributing to FoF. Results show that our system could quantify the disparity (∆) in muscle activation between the affected and unaffected sides of patients (∆ = ∼ 84% during Loading response for both GM and TA, ~32%for GM during Terminal Stance and TA during Initial Swing) which was considerably higher than that between dominant and non-dominant sides of healthy controls. This might infer reduced dynamic stability of patients leading to their FoF. Also, muscle activation could classify patients from healthy controls with 90% accuracy during Loading Response and Initial Swing phases with clinical relevance in diagnostics and monitoring rehabilitation outcomes. Clinical Relevance- This study indicated that our system has potential to be utilized as a tool for diagnostic and monitoring rehabilitation outcomes as it can quantify the residual muscle ability of the post-stroke patients during gait.
脑卒中患者常伴有步态障碍和跌倒恐惧(Fear of Fall,FoF),这会严重影响他们的步行能力。有研究表明,FoF 与患者日常生活中的表现呈负相关。临床量表,如跌倒效能量表,常被用来评估患者的 FoF。虽然这些量表很有效,但可能存在主观性。因此,对 FoF 进行可靠的评估非常重要。受此启发,我们使用患者在特定步态阶段的下肢肌肉激活来评估其 FoF。为此,我们开发了一种便携式肌电图敏感系统,可以同步测量患者的肌肉激活和步态阶段。我们对脑卒中患者和年龄匹配的健康对照组进行了一项实验研究,这些患者在双重任务条件下行走。我们研究了与跌倒恐惧相关的步态中负荷反应、终末站立和初始摆动阶段的下肢肌肉(腓肠肌外侧(Gastrocnemius Lateralis,GM)和胫骨前肌(Tibialis Anterior,TA))激活情况。结果表明,我们的系统可以量化患者患侧和健侧肌肉激活之间的差异(∆)(GM 在负荷反应期间为∼84%,TA 在负荷反应期间为∼32%),明显高于健康对照组优势侧和非优势侧之间的差异。这可能暗示患者的动态稳定性降低,导致其 FoF。此外,肌肉激活可以在负荷反应和初始摆动阶段以 90%的准确率区分患者和健康对照组,这在诊断和监测康复效果方面具有临床意义。临床相关性-本研究表明,我们的系统有可能成为一种诊断和监测康复效果的工具,因为它可以量化脑卒中患者在步态中的剩余肌肉能力。