Akinniyi Oluwasegun, Gainey Maxwell, Martelli Dario, Zhang Qiang
IEEE Int Conf Rehabil Robot. 2025 May;2025:1293-1298. doi: 10.1109/ICORR66766.2025.11063075.
Reactive balance responses, which involve corrective and protective strategies, are highly dependent on rapid muscle activation to restore postural stability. Although electromyography (EMG) is commonly used to measure muscle activity, it has limitations such as signal interference, particularly during fast responses to external disturbances. Ultrasound imaging (US), in contrast, provides visualization of both superficial and deep muscles. Combining EMG and US imaging offers complementary insight into muscle behavior during reactive balance tasks. In this study, we investigated muscle activation and fascicle length changes in the medial gastrocnemius (MGS), lateral gastrocnemius (LGS), and soleus (SOL) muscles of the dominant (stepping) leg during stepping responses to unexpected low-amplitude ($57.6 \pm 5.8 ~\mathrm{N}$) and high-amplitude ($123.4 \pm 11.1 ~\mathrm{N}$) waist-pull perturbations in the anterior and posterior directions. Five young male adults (age: $25.2 \pm 5.5$ years) participated in the study. Results showed that perturbation amplitude significantly affected the EMG activation of both the MGS and SOL muscles in both directions, consistent with previous studies. Similarly, perturbation amplitude impacted fascicle length shortening in the LGS and SOL muscles. Significant differences in MGS and SOL activation were observed between high-amplitude and lowamplitude perturbations in both directions. Fascicle shortening in the LGS also differed significantly between perturbation amplitudes, whereas SOL fascicle shortening did not. By combining EMG and US imaging within the same participants, this study provides new insights into the neuromuscular mechanisms underlying balance control. These findings may inform the development of improved control strategies for neurorehabilitation devices and fall-prevention systems.
反应性平衡反应涉及纠正和保护策略,高度依赖快速肌肉激活来恢复姿势稳定性。虽然肌电图(EMG)常用于测量肌肉活动,但它存在局限性,如信号干扰,尤其是在对外部干扰的快速反应期间。相比之下,超声成像(US)可提供浅表和深部肌肉的可视化。将EMG和US成像相结合,能对反应性平衡任务期间的肌肉行为提供互补性见解。在本研究中,我们调查了优势(迈步)腿的内侧腓肠肌(MGS)、外侧腓肠肌(LGS)和比目鱼肌(SOL)在对意外的低幅度(57.6±5.8 N)和高幅度(123.4±11.1 N)腰部牵拉扰动在前后方向上的迈步反应过程中的肌肉激活和肌束长度变化。五名年轻男性成年人(年龄:25.2±5.5岁)参与了该研究。结果表明,扰动幅度在两个方向上均显著影响MGS和SOL肌肉的EMG激活,这与先前的研究一致。同样,扰动幅度影响LGS和SOL肌肉的肌束长度缩短。在两个方向上,高幅度和低幅度扰动之间在MGS和SOL激活方面观察到显著差异。LGS的肌束缩短在扰动幅度之间也存在显著差异,而SOL的肌束缩短则没有。通过在同一参与者中结合EMG和US成像,本研究为平衡控制的神经肌肉机制提供了新的见解。这些发现可能为神经康复设备和跌倒预防系统的改进控制策略的开发提供信息。