Institute of Biomedical Engineering, Department of Electrical and Electronic Engineering, Federal University of Santa Catarina, Florianopolis, Santa Catarina, Brazil.
Center for Neuroplasticity and Pain (CNAP), Department of Health Science and Technology, Aalborg University, Aalborg, Denmark.
Biomed Phys Eng Express. 2022 Jan 5;8(2). doi: 10.1088/2057-1976/ac455b.
Diabetic peripheral neuropathy (DPN) is associated with loss of motor units (MUs), which can cause changes in the activation pattern of muscle fibres. This study investigated the pattern of muscle activation using high-density surface electromyography (HD-sEMG) signals from subjects with type 2 diabetes mellitus (T2DM) and DPN. Thirty-five adults participated in the study: 12 healthy subjects (HV), 12 patients with T2DM without DPN (No-DPN) and 11 patients with T2DM with DPN (DPN). HD-sEMG signals were recorded in the tibialis anterior muscle during an isometric contraction of ankle dorsiflexion at 50% of the maximum voluntary isometric contraction (MVIC) during 30-s. The calculated HD-sEMG signals parameters were the normalised root mean square (RMS), normalised median frequency (MDF), coefficient of variation (CoV) and modified entropy (ME). The RMS increased significantly ( = 0.001) with time only for the DPN group, while the MDF decreased significantly ( < 0.01) with time for the three groups. Moreover, the ME was significantly lower ( = 0.005), and CoV was significantly higher ( = 0.003) for the DPN group than the HV group. Using HD-sEMG, we have demonstrated a reduction in the number of MU recruited by individuals with DPN. This study provides proof of concept for the clinical utility of this technique for identifying neuromuscular impairment caused by DPN.
糖尿病周围神经病变(DPN)与运动单位(MU)的丧失有关,这可能导致肌肉纤维的激活模式发生变化。本研究使用高密度表面肌电图(HD-sEMG)信号研究了 2 型糖尿病(T2DM)和 DPN 患者的肌肉激活模式。35 名成年人参与了这项研究:12 名健康受试者(HV)、12 名无 DPN 的 T2DM 患者(No-DPN)和 11 名有 DPN 的 T2DM 患者(DPN)。HD-sEMG 信号在踝关节背屈的等长收缩期间以 50%的最大自主等长收缩(MVIC)记录 30 秒,计算得到的 HD-sEMG 信号参数为归一化均方根(RMS)、归一化中值频率(MDF)、变异系数(CoV)和修正熵(ME)。仅在 DPN 组中,RMS 随时间显著增加(=0.001),而在三组中,MDF 随时间显著降低(<0.01)。此外,与 HV 组相比,DPN 组的 ME 显著降低(=0.005),CoV 显著升高(=0.003)。本研究通过使用 HD-sEMG 证明了 DPN 患者募集的 MU 数量减少。该研究为该技术在识别 DPN 引起的神经肌肉损伤的临床应用提供了概念验证。