TY - GEN
T1 - High-Density Surface Electromyography Allows for Longitudinal Assessment of the Neural Drive to Muscle in Individuals with Acute Stroke
AU - Benedini, Marco
AU - Cabral, Helio V.
AU - Cogliati, Marta
AU - Falciati, Luca
AU - Bissolotti, Luciano
AU - Orizio, Claudio
AU - McPherson, Laura M.
AU - Negro, Francesco
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - Previous work on neuromuscular impairments following stroke has mainly focused on the chronic phase of recovery, and relatively little is known regarding the acute phase. Studies demonstrating impairments in muscle activation have typically used single bipolar surface electromyography (sEMG) recordings, which may lead to a mischaracterization of muscle excitation. In this study, we assessed neuromuscular function of patients undergoing rehabilitation therapy in the acute phase post-stroke, combining high-density sEMG (IIDsEMG) decomposition with isometric force recording to quantity changes in force production and motor unit discharge rates in comparison with global amplitude of a single bipolar sEMG signal. Seven patients with acute hemiparetic stroke were tested, beginning when a detectable dorsi- and plantarflexion movement could be observed (T0) and then again 15 and 30 days later (T15 and T30). The isometric maximal voluntary contraction (MVC) in dorsi- and plantarflexion were measured at these time points. HDsEMG signals recorded from tibialis anterior, gastrocnemius lateralis and medialis, and soleus muscles during isometric contractions at 10% and 30% MVC were decomposed into motor unit discharge offline. Our main results revealed significant impairments in maximal force production at T0, which improved over the 30 days of inpatient rehabilitation therapy. There were also increases in mean motor unit discharge rate for TA and SOL muscles at 10% MVC. These neuromuscular changes could not be captured by using the classical, bipolar sEMG approach. Our results suggest that the combination of force recordings with HDsEMG may provide useful information in the acute phase of stroke and, longitudinally, during inpatient rehabilitation therapy.
AB - Previous work on neuromuscular impairments following stroke has mainly focused on the chronic phase of recovery, and relatively little is known regarding the acute phase. Studies demonstrating impairments in muscle activation have typically used single bipolar surface electromyography (sEMG) recordings, which may lead to a mischaracterization of muscle excitation. In this study, we assessed neuromuscular function of patients undergoing rehabilitation therapy in the acute phase post-stroke, combining high-density sEMG (IIDsEMG) decomposition with isometric force recording to quantity changes in force production and motor unit discharge rates in comparison with global amplitude of a single bipolar sEMG signal. Seven patients with acute hemiparetic stroke were tested, beginning when a detectable dorsi- and plantarflexion movement could be observed (T0) and then again 15 and 30 days later (T15 and T30). The isometric maximal voluntary contraction (MVC) in dorsi- and plantarflexion were measured at these time points. HDsEMG signals recorded from tibialis anterior, gastrocnemius lateralis and medialis, and soleus muscles during isometric contractions at 10% and 30% MVC were decomposed into motor unit discharge offline. Our main results revealed significant impairments in maximal force production at T0, which improved over the 30 days of inpatient rehabilitation therapy. There were also increases in mean motor unit discharge rate for TA and SOL muscles at 10% MVC. These neuromuscular changes could not be captured by using the classical, bipolar sEMG approach. Our results suggest that the combination of force recordings with HDsEMG may provide useful information in the acute phase of stroke and, longitudinally, during inpatient rehabilitation therapy.
KW - acute stroke
KW - high-density surface EMG
KW - motor recovery
KW - motor unit discharge behavior
UR - http://www.scopus.com/inward/record.url?scp=85185794599&partnerID=8YFLogxK
U2 - 10.1109/MetroXRAINE58569.2023.10405698
DO - 10.1109/MetroXRAINE58569.2023.10405698
M3 - Conference contribution
AN - SCOPUS:85185794599
T3 - 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2023 - Proceedings
SP - 840
EP - 845
BT - 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2023 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2nd Edition IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2023
Y2 - 25 October 2023 through 27 October 2023
ER -