IEEE J Biomed Health Inform. 2022 Jul;26(7):3385-3396. doi: 10.1109/JBHI.2022.3166255. Epub 2022 Jul 1.
This study explored the use of parasternal second intercostal space and lower intercostal space surface electromyogram (sEMG) and surface mechanomyogram (sMMG) recordings (sEMG and sMMG, and sEMG and sMMG, respectively) to assess neural respiratory drive (NRD), neuromechanical (NMC) and neuroventilatory (NVC) coupling, and mechanical efficiency (MEff) noninvasively in healthy subjects and chronic obstructive pulmonary disease (COPD) patients. sEMG, sMMG, sEMG, sMMG, mouth pressure (P), and volume (V) were measured at rest, and during an inspiratory loading protocol, in 16 COPD patients (8 moderate and 8 severe) and 9 healthy subjects. Myographic signals were analyzed using fixed sample entropy and normalized to their largest values (fSEsEMG, fSEsMMG, fSEsEMG, and fSEsMMG). fSEsMMG, fSEsEMG, and fSEsEMG were significantly higher in COPD than in healthy participants at rest. Parasternal intercostal muscle NMC was significantly higher in healthy than in COPD participants at rest, but not during threshold loading. P-derived NMC and MEff ratios were lower in severe patients than in mild patients or healthy subjects during threshold loading, but differences were not consistently significant. During resting breathing and threshold loading, V-derived NVC and MEff ratios were significantly lower in severe patients than in mild patients or healthy subjects. sMMG is a potential noninvasive alternative to sEMG for assessing NRD in COPD. The ratios of P and V to sMMG and sEMG measurements provide wholly noninvasive NMC, NVC, and MEff indices that are sensitive to impaired respiratory mechanics in COPD and are therefore of potential value to assess disease severity in clinical practice.
本研究旨在探讨经胸第二肋间和下肋间表面肌电图(sEMG)和表面肌音图(sMMG)记录(分别为 sEMG 和 sMMG,以及 sEMG 和 sMMG)在健康受试者和慢性阻塞性肺疾病(COPD)患者中评估神经呼吸驱动(NRD)、神经机械(NMC)和神经通气(NVC)耦联以及机械效率(MEff)的无创性。在 16 名 COPD 患者(8 名中度和 8 名重度)和 9 名健康受试者中,在休息时和吸气负荷协议期间测量 sEMG、sMMG、sEMG、sMMG、口腔压力(P)和容积(V)。使用固定样本熵(fSE)对肌电信号进行分析,并将其归一化为最大幅值(fSEsEMG、fSEsMMG、fSEsEMG 和 fSEsMMG)。在休息时,COPD 患者的 fSEsMMG、fSEsEMG 和 fSEsEMG 均显著高于健康受试者。在休息时,健康受试者的胸内肋间肌 NMC 显著高于 COPD 患者,但在阈负荷时则不然。在阈负荷时,严重患者的 P 衍生 NMC 和 MEff 比值低于轻度患者或健康受试者,但差异并不始终显著。在休息呼吸和阈负荷时,严重患者的 V 衍生 NVC 和 MEff 比值均显著低于轻度患者或健康受试者。sMMG 是一种潜在的 COPD 患者 NRD 评估的无创替代方法。P 和 V 与 sMMG 和 sEMG 测量值的比值提供了完全无创的 NMC、NVC 和 MEff 指数,这些指数对 COPD 患者呼吸力学受损敏感,因此在临床实践中评估疾病严重程度具有潜在价值。