Evaluation of Multilevel Surgeries in Children With Spastic Cerebral Palsy Based on Surface Electromyography

The root mean square (RMS) of the surface electromyography (sEMG) signal can respond to neuromuscular function, which displays a positive correlation with muscle force and muscle tension under positive and passive conditions, respectively. The purpose of this study was to investigate the changes in...

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Main Authors: Sujiao Li, Xueqin Luo, Song Zhang, Yuanmin Tang, Jiming Sun, Qingyun Meng, Hongliu Yu, Chengyan Sun
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2021.680645/full
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author Sujiao Li
Sujiao Li
Xueqin Luo
Xueqin Luo
Song Zhang
Song Zhang
Yuanmin Tang
Yuanmin Tang
Jiming Sun
Qingyun Meng
Hongliu Yu
Hongliu Yu
Chengyan Sun
spellingShingle Sujiao Li
Sujiao Li
Xueqin Luo
Xueqin Luo
Song Zhang
Song Zhang
Yuanmin Tang
Yuanmin Tang
Jiming Sun
Qingyun Meng
Hongliu Yu
Hongliu Yu
Chengyan Sun
Evaluation of Multilevel Surgeries in Children With Spastic Cerebral Palsy Based on Surface Electromyography
Frontiers in Neuroscience
sEMG signal
muscle activity
cerebral palsy
gait analysis
multilevel surgery
author_facet Sujiao Li
Sujiao Li
Xueqin Luo
Xueqin Luo
Song Zhang
Song Zhang
Yuanmin Tang
Yuanmin Tang
Jiming Sun
Qingyun Meng
Hongliu Yu
Hongliu Yu
Chengyan Sun
author_sort Sujiao Li
title Evaluation of Multilevel Surgeries in Children With Spastic Cerebral Palsy Based on Surface Electromyography
title_short Evaluation of Multilevel Surgeries in Children With Spastic Cerebral Palsy Based on Surface Electromyography
title_full Evaluation of Multilevel Surgeries in Children With Spastic Cerebral Palsy Based on Surface Electromyography
title_fullStr Evaluation of Multilevel Surgeries in Children With Spastic Cerebral Palsy Based on Surface Electromyography
title_full_unstemmed Evaluation of Multilevel Surgeries in Children With Spastic Cerebral Palsy Based on Surface Electromyography
title_sort evaluation of multilevel surgeries in children with spastic cerebral palsy based on surface electromyography
publisher Frontiers Media S.A.
series Frontiers in Neuroscience
issn 1662-453X
publishDate 2021-07-01
description The root mean square (RMS) of the surface electromyography (sEMG) signal can respond to neuromuscular function, which displays a positive correlation with muscle force and muscle tension under positive and passive conditions, respectively. The purpose of this study was to investigate the changes in muscle force and tension after multilevel surgical treatments, functional selective posterior rhizotomy (FSPR) and tibial anterior muscle transfer surgery, and evaluate their clinical effect in children with spastic cerebral palsy (SCP) during walking. Children with diplegia (n = 13) and hemiplegia (n = 3) with ages from 4 to 18 years participated in this study. They were requested to walk barefoot at a self-selected speed on a 15-m-long lane. The patient's joints' range of motion (ROM) and sEMG signal of six major muscles were assessed before and after the multilevel surgeries. The gait cycle was divided into seven phases, and muscle activation state can be divided into positive and passive conditions during gait cycle. For each phase, the RMS of the sEMG signal amplitude was calculated and also normalized by a linear envelope (10-ms running RMS window). The muscle tension of the gastrocnemius decreased significantly during the loading response, initial swing, and terminal swing (p < 0.05), which helped the knee joint to get the maximum extension when the heel is on the ground and made the heel land smoothly. The muscle force of the gastrocnemius increased significantly (p < 0.05) during the mid-stance, terminal stance, and pre-swing, which could generate the driving force for the human body to move forward. The muscle tension of the biceps femoris and semitendinosus decreased significantly (p < 0.05) during the terminal stance, pre-swing, and initial swing. The decreased muscle tension could relieve the burden of the knee flexion when the knee joint was passively flexed. At the terminal swing, the muscle force of the tibial anterior increased significantly (p < 0.05), which could improve the ankle dorsiflexion ability and prevent foot drop and push forward. Thus, the neuromuscular function of cerebral palsy during walking can be evaluated by the muscle activation state and the RMS of the sEMG signal, which showed that multilevel surgical treatments are feasible and effective to treat SCP.
topic sEMG signal
muscle activity
cerebral palsy
gait analysis
multilevel surgery
url https://www.frontiersin.org/articles/10.3389/fnins.2021.680645/full
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spelling doaj-8c4bb23c1e7b445ca331400c144cd02a2021-07-15T08:42:53ZengFrontiers Media S.A.Frontiers in Neuroscience1662-453X2021-07-011510.3389/fnins.2021.680645680645Evaluation of Multilevel Surgeries in Children With Spastic Cerebral Palsy Based on Surface ElectromyographySujiao Li0Sujiao Li1Xueqin Luo2Xueqin Luo3Song Zhang4Song Zhang5Yuanmin Tang6Yuanmin Tang7Jiming Sun8Qingyun Meng9Hongliu Yu10Hongliu Yu11Chengyan Sun12Institute of Rehabilitation Engineering and Technology, School of Medical Device and Food Engineering, University of Shanghai for Science and Technology, Shanghai, ChinaShanghai Engineering Research Center of Assistive Devices, University of Shanghai for Science and Technology, Shanghai, ChinaInstitute of Rehabilitation Engineering and Technology, School of Medical Device and Food Engineering, University of Shanghai for Science and Technology, Shanghai, ChinaShanghai Engineering Research Center of Assistive Devices, University of Shanghai for Science and Technology, Shanghai, ChinaDepartment of Functional Neurosurgery, Shanghai Punan Hospital, Shanghai Eber Medical Group, Shanghai, ChinaDepartment of Pediatric Neurosurgery, Xinhua Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, ChinaInstitute of Rehabilitation Engineering and Technology, School of Medical Device and Food Engineering, University of Shanghai for Science and Technology, Shanghai, ChinaShanghai Engineering Research Center of Assistive Devices, University of Shanghai for Science and Technology, Shanghai, ChinaDepartment of Functional Neurosurgery, Shanghai Punan Hospital, Shanghai Eber Medical Group, Shanghai, ChinaCollege of Rehabilitation Sciences, Shanghai University of Medicine and Health Sciences, Shanghai, ChinaInstitute of Rehabilitation Engineering and Technology, School of Medical Device and Food Engineering, University of Shanghai for Science and Technology, Shanghai, ChinaShanghai Engineering Research Center of Assistive Devices, University of Shanghai for Science and Technology, Shanghai, ChinaDepartment of Functional Neurosurgery, Shanghai Punan Hospital, Shanghai Eber Medical Group, Shanghai, ChinaThe root mean square (RMS) of the surface electromyography (sEMG) signal can respond to neuromuscular function, which displays a positive correlation with muscle force and muscle tension under positive and passive conditions, respectively. The purpose of this study was to investigate the changes in muscle force and tension after multilevel surgical treatments, functional selective posterior rhizotomy (FSPR) and tibial anterior muscle transfer surgery, and evaluate their clinical effect in children with spastic cerebral palsy (SCP) during walking. Children with diplegia (n = 13) and hemiplegia (n = 3) with ages from 4 to 18 years participated in this study. They were requested to walk barefoot at a self-selected speed on a 15-m-long lane. The patient's joints' range of motion (ROM) and sEMG signal of six major muscles were assessed before and after the multilevel surgeries. The gait cycle was divided into seven phases, and muscle activation state can be divided into positive and passive conditions during gait cycle. For each phase, the RMS of the sEMG signal amplitude was calculated and also normalized by a linear envelope (10-ms running RMS window). The muscle tension of the gastrocnemius decreased significantly during the loading response, initial swing, and terminal swing (p < 0.05), which helped the knee joint to get the maximum extension when the heel is on the ground and made the heel land smoothly. The muscle force of the gastrocnemius increased significantly (p < 0.05) during the mid-stance, terminal stance, and pre-swing, which could generate the driving force for the human body to move forward. The muscle tension of the biceps femoris and semitendinosus decreased significantly (p < 0.05) during the terminal stance, pre-swing, and initial swing. The decreased muscle tension could relieve the burden of the knee flexion when the knee joint was passively flexed. At the terminal swing, the muscle force of the tibial anterior increased significantly (p < 0.05), which could improve the ankle dorsiflexion ability and prevent foot drop and push forward. Thus, the neuromuscular function of cerebral palsy during walking can be evaluated by the muscle activation state and the RMS of the sEMG signal, which showed that multilevel surgical treatments are feasible and effective to treat SCP.https://www.frontiersin.org/articles/10.3389/fnins.2021.680645/fullsEMG signalmuscle activitycerebral palsygait analysismultilevel surgery