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Wu D, Tian P, Zhang S, Wang Q, Yu K, Wang Y, Gao Z, Huang L, Li X, Zhai X, Tian M, Huang C, Zhang H, Zhang J. A Surface Electromyography (sEMG) System Applied for Grip Force Monitoring. SENSORS (BASEL, SWITZERLAND) 2024; 24:3818. [PMID: 38931601 PMCID: PMC11207591 DOI: 10.3390/s24123818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Revised: 05/31/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024]
Abstract
Muscles play an indispensable role in human life. Surface electromyography (sEMG), as a non-invasive method, is crucial for monitoring muscle status. It is characterized by its real-time, portable nature and is extensively utilized in sports and rehabilitation sciences. This study proposed a wireless acquisition system based on multi-channel sEMG for objective monitoring of grip force. The system consists of an sEMG acquisition module containing four-channel discrete terminals and a host computer receiver module, using Bluetooth wireless transmission. The system is portable, wearable, low-cost, and easy to operate. Leveraging the system, an experiment for grip force prediction was designed, employing the bald eagle search (BES) algorithm to enhance the Random Forest (RF) algorithm. This approach established a grip force prediction model based on dual-channel sEMG signals. As tested, the performance of acquisition terminal proceeded as follows: the gain was up to 1125 times, and the common mode rejection ratio (CMRR) remained high in the sEMG signal band range (96.94 dB (100 Hz), 84.12 dB (500 Hz)), while the performance of the grip force prediction algorithm had an R2 of 0.9215, an MAE of 1.0637, and an MSE of 1.7479. The proposed system demonstrates excellent performance in real-time signal acquisition and grip force prediction, proving to be an effective muscle status monitoring tool for rehabilitation, training, disease condition surveillance and scientific fitness applications.
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Affiliation(s)
- Dantong Wu
- Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100029, China; (D.W.); (P.T.); (S.Z.); (Q.W.); (K.Y.); (Y.W.); (Z.G.); (L.H.); (X.L.); (X.Z.); (M.T.); (C.H.)
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Peng Tian
- Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100029, China; (D.W.); (P.T.); (S.Z.); (Q.W.); (K.Y.); (Y.W.); (Z.G.); (L.H.); (X.L.); (X.Z.); (M.T.); (C.H.)
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Shuai Zhang
- Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100029, China; (D.W.); (P.T.); (S.Z.); (Q.W.); (K.Y.); (Y.W.); (Z.G.); (L.H.); (X.L.); (X.Z.); (M.T.); (C.H.)
| | - Qihang Wang
- Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100029, China; (D.W.); (P.T.); (S.Z.); (Q.W.); (K.Y.); (Y.W.); (Z.G.); (L.H.); (X.L.); (X.Z.); (M.T.); (C.H.)
| | - Kang Yu
- Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100029, China; (D.W.); (P.T.); (S.Z.); (Q.W.); (K.Y.); (Y.W.); (Z.G.); (L.H.); (X.L.); (X.Z.); (M.T.); (C.H.)
| | - Yunfeng Wang
- Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100029, China; (D.W.); (P.T.); (S.Z.); (Q.W.); (K.Y.); (Y.W.); (Z.G.); (L.H.); (X.L.); (X.Z.); (M.T.); (C.H.)
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Zhixing Gao
- Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100029, China; (D.W.); (P.T.); (S.Z.); (Q.W.); (K.Y.); (Y.W.); (Z.G.); (L.H.); (X.L.); (X.Z.); (M.T.); (C.H.)
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Lin Huang
- Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100029, China; (D.W.); (P.T.); (S.Z.); (Q.W.); (K.Y.); (Y.W.); (Z.G.); (L.H.); (X.L.); (X.Z.); (M.T.); (C.H.)
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiangyu Li
- Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100029, China; (D.W.); (P.T.); (S.Z.); (Q.W.); (K.Y.); (Y.W.); (Z.G.); (L.H.); (X.L.); (X.Z.); (M.T.); (C.H.)
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xingchen Zhai
- Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100029, China; (D.W.); (P.T.); (S.Z.); (Q.W.); (K.Y.); (Y.W.); (Z.G.); (L.H.); (X.L.); (X.Z.); (M.T.); (C.H.)
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Meng Tian
- Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100029, China; (D.W.); (P.T.); (S.Z.); (Q.W.); (K.Y.); (Y.W.); (Z.G.); (L.H.); (X.L.); (X.Z.); (M.T.); (C.H.)
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Chengjun Huang
- Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100029, China; (D.W.); (P.T.); (S.Z.); (Q.W.); (K.Y.); (Y.W.); (Z.G.); (L.H.); (X.L.); (X.Z.); (M.T.); (C.H.)
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Haiying Zhang
- Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100029, China; (D.W.); (P.T.); (S.Z.); (Q.W.); (K.Y.); (Y.W.); (Z.G.); (L.H.); (X.L.); (X.Z.); (M.T.); (C.H.)
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jun Zhang
- Institute of Microelectronics of the Chinese Academy of Sciences, Beijing 100029, China; (D.W.); (P.T.); (S.Z.); (Q.W.); (K.Y.); (Y.W.); (Z.G.); (L.H.); (X.L.); (X.Z.); (M.T.); (C.H.)
- University of Chinese Academy of Sciences, Beijing 100049, China
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Li J, Xing G, Lu P, Ding Y. Paravertebral Muscular Neurophysiological Function as an Independent Outcome Predictor of Recurring Herniation/Low Back Pain after Radiofrequency Ablation: A Prospective Follow-Up and Case-Control Study Based on Surface Electromyography. Orthop Surg 2024; 16:724-732. [PMID: 38183345 PMCID: PMC10925511 DOI: 10.1111/os.13981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 12/03/2023] [Accepted: 12/04/2023] [Indexed: 01/08/2024] Open
Abstract
OBJECTIVE Spinal endoscopy radiofrequency is a minimally invasive technique for lumbar disc herniation (LDH) and low back pain (LBP). However, recurring LDH/LBP following spinal endoscopy radiofrequency is a significant problem. Paravertebral musculature plays a crucial role in spine stability and motor function, and the purpose of the present study was to identify whether patients' baseline lumbar muscular electrophysiological function could be a predictor of recurring LDH/LBP. METHODS This was a prospective follow-up and case-control study focusing on elderly patients with LDH who were treated in our department between January 1, 2018, and October 31, 2021. The end of follow-up was recurring LBP, recurring LDH, death, missing to follow-up or 2 years postoperation. The surface electromyography test was performed before the endoscopy C-arm radiofrequency (ECRF) operation to detect the flexion-relaxation ratio (FRR) of the lumbar multifidus (FRRLM ) and the longissimus erector spinae (FRRES ), and the other baseline parameters included the general characteristics, the visual analogue scale, the Japanese Orthopaedic Association score, and the Oswestry Disability Index. Intergroup comparisons were performed by independent t-test and χ2 -test, and further binary logistic regression analysis was performed. RESULTS Fifty-four patients completed the 2-year follow-up and were retrospectively divided into a recurring LDH/LBP group (Group R) (n = 21) and a no recurring group (Group N) (n = 33) according to their clinical outcomes. FRRLM and FRRES in Group N were much higher than those in Group R (p < 0.001, p = 0.009). Logistic regression analysis showed that only the FRRLM (odds ratio [OR] = 0.123, p = 0.011) and FRRES (OR = 0.115, p = 0.036) were independent factors associated with the ECRF outcome. CONCLUSIONS Lumbar disc herniation patients' baseline FRRLM and FRRES are independent outcome predictors of recurring LDH/LBP after ECRF. For every unit increase in baseline FRRLM , the risk of recurring LDH/LBP is decreased by 87.7%, and for every unit increase in baseline FRRES , the risk of recurring LDH/LBP is decreased by 88.5%.
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Affiliation(s)
- Jian Li
- Department of OrthopaedicsChina Aerospace Science & Industry Corporation Hospital 731BeijingChina
- Department of OrthopaedicsThe Third Medical Center of PLA General HospitalBeijingChina
| | - Gengyan Xing
- Department of OrthopaedicsThe Third Medical Center of PLA General HospitalBeijingChina
| | - Pengfei Lu
- Department of OrthopaedicsThe People's Hospital of Changshou ChongqingChongqingChina
| | - Yi Ding
- Department of OrthopaedicsThe Third Medical Center of PLA General HospitalBeijingChina
- Rehabilitation Hospital Affiliated to National Research Center for Rehabilitation Technical AidsBeijingChina
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Wang H, Wang Y, Li Y, Wang C, Qie S. A diagnostic model of nerve root compression localization in lower lumbar disc herniation based on random forest algorithm and surface electromyography. Front Hum Neurosci 2023; 17:1176001. [PMID: 37469999 PMCID: PMC10353737 DOI: 10.3389/fnhum.2023.1176001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Accepted: 06/19/2023] [Indexed: 07/21/2023] Open
Abstract
Objective This study aimed to investigate the muscle activation of patients with lumbar disc herniation (LDH) during walking by surface electromyography (SEMG) and establish a diagnostic model based on SEMG parameters using random forest (RF) algorithm for localization diagnosis of compressed nerve root in LDH patients. Methods Fifty-eight patients with LDH and thirty healthy subjects were recruited. The SEMG of tibialis anterior (TA) and lateral gastrocnemius (LG) were collected bilaterally during walking. The peak root mean square (RMS-peak), RMS-peak time, mean power frequency (MPF), and median frequency (MF) were analyzed. A diagnostic model based on SEMG parameters using RF algorithm was established to locate compressed nerve root, and repeated reservation experiments were conducted for verification. The study evaluated the diagnostic efficiency of the model using accuracy, precision, recall rate, F1-score, Kappa value, and area under the receiver operating characteristic (ROC) curve. Results The results showed that delayed activation of TA and decreased activation of LG were observed in the L5 group, while decreased activation of LG and earlier activation of LG were observed in the S1 group. The RF model based on eight SEMG parameters showed an average accuracy of 84%, with an area under the ROC curve of 0.93. The RMS peak time of TA was identified as the most important SEMG parameter. Conclusion These findings suggest that the RF model can assist in the localization diagnosis of compressed nerve roots in LDH patients, and the SEMG parameters can provide further references for optimizing the diagnosis model in the future.
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Yazici A, Yerlikaya T. The relationship between the degeneration and asymmetry of the lumbar multifidus and erector spinae muscles in patients with lumbar disc herniation with and without root compression. J Orthop Surg Res 2022; 17:541. [PMID: 36514168 PMCID: PMC9749279 DOI: 10.1186/s13018-022-03444-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 12/07/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND The determination of muscle pathologies in lumbar disc herniation (LDH) and other conditions with low back pain is important for understanding low back problems and determining appropriate treatment methods. In patients with lumbar disc herniation with radiculopathy, elucidating the effect of root compression on the severity of muscle degeneration may predict the importance of alleviating root compression. For this purpose, magnetic resonance imaging (MRI) was used to compare the degeneration and asymmetries of the lumbar musculus multifidus (MF) and lumbar musculus erector spinae (ES) muscles in patients with lumbar discopathy without root compression (radiculopathy) and in patients with lumbar discopathy with root compression (radiculopathy). METHODS The patients were examined in two groups: 56 patients with lumbar discopathy and no radiculopathy (Non-rad group) and 51 patients with lumbar discopathy and radiculopathy (Rad group). On axial MRI sections passing through the centre of the disc at the L3-S1 level, the asymmetry, cross-sectional area (CSA), fat infiltration, and total CSA (TCSA = MF + ES) of the MF and ES muscles were measured and compared. RESULTS No difference was seen between the groups with respect to the CSA values of the right and left MF and left ES, but a significant difference was found in the right ES CSA (p = 0.021). The CSA and TCSA of the MF and ES showed no asymmetry according to group. Severe fat infiltration of > 50% in the right and left MF and left ES was found in the Rad group at a higher rate than in the Non-rad group. Fat infiltration was significantly positively correlated with age, body mass index, and the duration of pain (p < 0.001, p < 0.001, p = 0.004, respectively). CONCLUSIONS The study results showed a correlation between LDH and paraspinal muscle degeneration, while no correlation was found with asymmetry. Severe (> 50%) fat infiltration is associated with root compression, and the severity of fat filtration increases in the presence of root compression. The development of more severe degeneration due to denervation associated with root compression plays a role in the emergence of this situation. Therefore, in patients with lumbar disc herniation with radiculopathy, it can be foreseen that to stop and correct severe fat infiltration and muscle degeneration, first, nerve root compression should be corrected with appropriate medical treatment methods, and in patients in whom there is no response, the pressure should be alleviated with appropriate surgical methods.
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Affiliation(s)
- Alikemal Yazici
- grid.412132.70000 0004 0596 0713Faculty of Medicine, Orthopaedics and Traumatology Department, Near East University, Nicosia, Cyprus ,Orthopaedics and Traumatology Department, Buyuk Anadolu Hospital, Samsun, Turkey
| | - Tuba Yerlikaya
- grid.412132.70000 0004 0596 0713Faculty of Health Sciences, Physiotherapy and Rehabilitation Department, Near East University, Nicosia, Cyprus
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Chen Z, Li M, Cui H, Wu X, Chen F, Li W. Effects of kinesio taping therapy on gait and surface electromyography in stroke patients with hemiplegia. Front Physiol 2022; 13:1040278. [DOI: 10.3389/fphys.2022.1040278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 11/17/2022] [Indexed: 12/02/2022] Open
Abstract
Background: The application of Kinesio Taping (KT) on the lower extremity of stroke patients can improve the quality of somatosensory information by activating lower extremity muscles involved in postural control. Gait analysis and surface electromyography (SEMG) are valuable in assessing the motor ability of the lower extremities.Objective: This study aimed to investigate the effects of KT therapy on gait and SEMG in stroke patients with hemiplegia.Methods: Twenty-one stroke patients were included in the study. KT was applied to the lower extremities of the hemiplegic side. Quantitative gait parameters were measured by a gait analysis system (IDEEA, by MiniSun, United States) and activation of the lower extremity muscles were evaluated by the SEMG (Trigno™ Wireless Systems, Delsys Inc., United States) before and after taping. Step length, stride length, pulling acceleration, swing power, ground impact, and energy expenditure were used to evaluate when patients walk as usual. SEMG signals were collected from the anterior bilateral tibialis (TA) and the lateral gastrocnemius (LG). The root mean square (RMS) value was used to assess muscle activity. SEMG signals were examined before and after KT treatment in three different locomotor conditions of the patients: walking at a natural speed, walking with a weight of 5 kg, dual-tasking walking (walking + calculation task) while carrying a weight of 5 kg. The calculation task was to ask the patients to calculate the result of subtracting 7 from 100 and continuing to subtract 7 from the resulting numbers. Comparisons between two normally distributed samples (before and after KT treatment) were evaluated using the two-tailed, paired Student’s t-test.Results: Stride length (0.89 ± 0.19 vs. 0.96 ± 0.23; p = 0.029), pulling acceleration (0.40 ± 0.21 vs. 1.11 ± 0.74; p = 0.005), and swing power (0.42 ± 0.24 vs. 1.14 ± 0.72; p = 0.004) improved in the hemiplegia side after KT treatment. The RMS value of TA SEMG signals in the limbs on the hemiplegia side decreased after KT treatment during dual-tasking walking carrying a weight of 5 kg (3.65 ± 1.31 vs. 2.93 ± 0.95; p = 0.030).Conclusion: KT treatment is effective in altering gait and SEMG characteristics in stroke patients with hemiplegia.
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Peng G, Zheng Y, Luo D. Effects of Acupuncture and Moxibustion Combined with Needle-Knife on Pain and Lumbar Function in Patients with Lumbar Disc Herniation. JOURNAL OF HEALTHCARE ENGINEERING 2022; 2022:9185384. [PMID: 35432832 PMCID: PMC9010147 DOI: 10.1155/2022/9185384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 03/09/2022] [Accepted: 03/12/2022] [Indexed: 11/18/2022]
Abstract
This study aimed for the analysis of the effect of acupuncture and moxibustion combined with needle-knife on pain and lumbar function in patients with lumbar disc herniation. From June 2019 to February 2021, the medical records of 126 patients with lumbar disc herniation admitted to the department of orthopedics of our hospital were selected and divided into the control group (n = 63) treated with acupuncture and moxibustion and the observation group (n = 63) treated with acupuncture and moxibustion combined with needle-knife according to different treatment regimens. After 4 weeks of treatment, the clinical efficacy, pain status, and lumbar function were compared between the two groups. The concentrations of relevant inflammatory factors (IL-6, IL-10, TNF-α, and MMP-2) in peripheral blood of the two patients before and after treatment were measured by enzyme-linked immunosorbent assay (ELISA). After treatment, the overall response rate was 93.65% in the observation group, which was higher than 80.95% in the control group (P < 0.05); the visual blurred score (VAS) scores of lower limbs and waist in the observation group were lower than those in the control group, while the expression of pain mediators serotonin (5-HT) and prostaglandin E2 (PEG2) was also lower than that in the control group (P < 0.05); the Oswestry disability index (ODI) in the observation group was lower than that in the control group, while the Japanese Orthopedic Association assessment treatment score (JOA) was higher than that in the control group (P < 0.05). After treatment, the concentration levels in peripheral blood (IL-6, IL-10, TNF-α, and MMP-2) were significantly lower in the observation group than in the control group (P < 0.05). Acupuncture and moxibustion combined with needle-knife is effective in the treatment of lumbar disc herniation, which helps to improve the clinical efficacy, relieve pain symptoms, promote the improvement of lumbar function, and contribute to the reduction of inflammatory factors.
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Affiliation(s)
- Guoqiang Peng
- Orthopedics Department of Traditional Chinese Medicine, Taizhou Jiangyan Hospital of Traditional Chinese Medicine, Taizhou, China
| | - Yanfang Zheng
- Comprehensive Nursing Clinic, PLA Rocket Force Characteristic Medical Center, Beijing, China
| | - Dejun Luo
- Department of Orthopedics, the People's Hospital of Jianyang City, Jianyang, China
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Lin S, Zhu B, Zheng Y, Liu S, Wang C. Effect of RUSI-based core stability exercise on chronic non-specific low back pain patients: study protocol for a randomised controlled trial. BMJ Open 2021; 11:e047317. [PMID: 34907039 PMCID: PMC8671944 DOI: 10.1136/bmjopen-2020-047317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION Low back pain (LBP) is one of the most highly prevalent pain both in developed countries and low-income and middle-income countries. Despite increasing healthcare resources and numerous treatment methods for LBP, the efficacy of these therapeutic strategies is still uncertain. Recently, core stability exercise (CSE) is popularly applied as a preventive or rehabilitative method in the treatment of LBP. However, the adequate activation of the local muscle systems of CSE needs further optimisation and quantification. This trial aims to investigate the feasibility and efficacy of CSE monitored by real-time ultrasound image (RUSI) on LBP individuals. METHODS AND ANALYSIS Forty subjects with chronic non-specific LBP (CNLBP), aged from 20 to 50 years, will be randomly allocated into two groups using sealed, consecutively numbered opaque envelopes: (1) study group (SG): CSE monitored by RUSI and (2) control group (CG): identical CSE without monitoring. Interventions will last 30 mins, two times a week for 8 weeks. The primary outcomes include pain intensity, disability and quality of life, and the secondary outcomes will be the postural control static stability, onset timing of trunk muscles activation, ultrasound images of muscle thickness and surface electromyography (sEMG) signal of muscle activities. Outcome measures will be collected at baseline, 4 and 8 weeks during training, and at 6 months follow-up. Data will be collected and analysed by an assessor blinded to group allocation. Effect sizes and mixed-model repeated measures analysis of variance (2 groups×4 time points) will be calculated. ETHICS AND DISSEMINATION This protocol and informed consent has been approved by the Institutional Research Ethics Committee of the First Affiliated Hospital, Sun Yat-sen University (Approval number: [2020] 254-1). The findings of this study will be disseminated to participants through social networks and will be submitted to peer-reviewed journals and scientific conferences. TRIAL REGISTRATION NUMBER Chinese Clinical Trial Registry (ChiCTR2000034498).
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Affiliation(s)
- Shanshan Lin
- Department of Rehabilitation Medicine, Jiangmen Central Hospital, Jiangmen, Guangdong, China
- Department of Rehabilitation Medicine, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
| | - Bo Zhu
- Department of Hepatobiliary Surgery, Jiangmen Central Hospital, Jiangmen, Guangdong, China
| | - Yiyi Zheng
- Department of Rehabilitation Medicine, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
| | - Shufeng Liu
- Department of Rehabilitation Medicine, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
| | - Chuhuai Wang
- Department of Rehabilitation Medicine, Sun Yat-sen University First Affiliated Hospital, Guangzhou, Guangdong, China
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Deane JA, Lim AKP, McGregor AH, Strutton PH. Understanding the impact of lumbar disc degeneration and chronic low back pain: A cross-sectional electromyographic analysis of postural strategy during predicted and unpredicted postural perturbations. PLoS One 2021; 16:e0249308. [PMID: 33793605 PMCID: PMC8016216 DOI: 10.1371/journal.pone.0249308] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 03/16/2021] [Indexed: 11/17/2022] Open
Abstract
People with chronic low back pain (LBP) exhibit changes in postural control. Stereotypical muscle activations resulting from external perturbations include anticipatory (APAs) and compensatory (CPAs) postural adjustments. The aim and objective of this study was to determine differences in postural control strategies (peak amplitude, APAs and CPAs) between symptomatic and asymptomatic adults with and without Lumbar Disc Degeneration (LDD) using surface electromyography during forward postural perturbation. Ninety-seven subjects participated in the study (mean age 50 years (SD 12)). 3T MRI was used to acquire T2 weighted images (L1-S1). LDD was determined using Pfirrmann grading. A bespoke translational platform was designed to deliver horizontal perturbations in sagittal and frontal planes. Electromyographic activity was analysed bilaterally from 8 trunk and lower limb muscles during four established APA and CPA epochs. A Kruskal-Wallis H test with Bonferroni correction for multiple comparisons was conducted. Four groups were identified: no LDD no pain (n = 19), LDD no pain (n = 38), LDD pain (n = 35) and no LDD pain (n = 5). There were no significant differences in age or gender between groups. The most significant difference between groups was observed during forward perturbation. In the APA and CPA phases of predictable forward perturbation there were significant differences ankle strategy between groups (p = 0.007–0.008); lateral gastrocnemius and tibialis anterior activity was higher in the LDD pain than the LDD no pain group. There were no significant differences in the unpredictable condition (p>0.05). These findings were different from the remaining groups, where significant differences in hip strategy were observed during both perturbation conditions (p = 0.004–0.006). Symptomatic LDD patients exhibit different electromyographic strategies to asymptomatic LDD controls. Future LBP electromyographic research should benefit from considering assessment of both lower limbs in addition to the spine. This approach could prevent underestimation of postural control deficits and guide targeted rehabilitation.
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Affiliation(s)
- Janet A Deane
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom.,Department of Health Sciences, The University of Manchester and Manchester University NHS Foundation Trust, Manchester, United Kingdom
| | - Adrian K P Lim
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom.,Department of Imaging, Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Alison H McGregor
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Paul H Strutton
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
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Wang W, Wei H, Shi R, Lin L, Zhang L, Yue S, Zhao Q, Jia X, Li K, Zhang Y. Dysfunctional muscle activities and co-contraction in the lower-limb of lumbar disc herniation patients during walking. Sci Rep 2020; 10:20432. [PMID: 33235289 PMCID: PMC7686363 DOI: 10.1038/s41598-020-77150-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 11/06/2020] [Indexed: 11/19/2022] Open
Abstract
This study aimed to investigate lower-limb muscle activities in gait phases and co-contraction of one gait cycle in patients with lumbar disc herniation (LDH). This study enrolled 17 LDH patients and 17 sex- and age-matched healthy individuals. Bilateral muscle activities of the rectus femoris (RF), biceps femoris long head (BL), tibialis anterior (TA), and lateral gastrocnemius (LG) during walking were recorded. The gait cycle was divided into four phases by the heel strike and top off according to the kinematics tracks. Root mean square (RMS), mean frequency (MF), and co-contraction of surface electromyography signals were calculated. The LDH patients showed enhanced BL RMS during the single support phase (SS), second double support phase, and swing phase (SW) as well as decreased MF of RF during SS and of TA and LG during SW (p < 0.05). The co-contraction of the TA-LG was increased in LDH patients than in the control group (p < 0.05). Positive correlations were observed between TA-LG co-contraction (affected side, r = 0.557, p = 0.020; contralateral side, r = 0.627, p = 0.007) and the Oswestry disability index scores in LDH patients. LDH patients have increased BL firing rate and insufficient motor unit recruitment in specific phases in the lower limbs during walking. Dysfunction in LDH patients was associated with immoderate intermuscular co-contraction of the TA-LG during walking.
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Affiliation(s)
- Wei Wang
- Department of Physical Medicine and Rehabilitation, Qilu Hospital, Cheeloo College of Medicine, Shandong University, 107 Wenhuaxi Road, Jinan, 250012, Shandong, China
| | - Hui Wei
- Department of Physical Medicine and Rehabilitation, Qilu Hospital, Cheeloo College of Medicine, Shandong University, 107 Wenhuaxi Road, Jinan, 250012, Shandong, China
| | - Runxiu Shi
- Department of Physical Medicine and Rehabilitation, Qilu Hospital, Cheeloo College of Medicine, Shandong University, 107 Wenhuaxi Road, Jinan, 250012, Shandong, China
| | - Leitong Lin
- Laboratory of Motor Control and Rehabilitation, Institute of Biomedical Engineering, School of Control Science and Engineering, Shandong University, 17923 Jingshi Aveue, Jinan, 250061, Shandong, China
| | - Lechi Zhang
- Department of Rehabilitation Medicine, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Shouwei Yue
- Department of Physical Medicine and Rehabilitation, Qilu Hospital, Cheeloo College of Medicine, Shandong University, 107 Wenhuaxi Road, Jinan, 250012, Shandong, China
| | - Qin Zhao
- Department of Physical Medicine and Rehabilitation, Qilu Hospital, Cheeloo College of Medicine, Shandong University, 107 Wenhuaxi Road, Jinan, 250012, Shandong, China
| | - Xiaofeng Jia
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD, 21201, USA.,Department of Orthopedics, University of Maryland School of Medicine, Baltimore, MD, 21201, USA.,Department of Anatomy and Neurobiology, University of Maryland School of Medicine, Baltimore, MD, 21201, USA.,Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA.,Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA
| | - Ke Li
- Laboratory of Motor Control and Rehabilitation, Institute of Biomedical Engineering, School of Control Science and Engineering, Shandong University, 17923 Jingshi Aveue, Jinan, 250061, Shandong, China.
| | - Yang Zhang
- Department of Physical Medicine and Rehabilitation, Qilu Hospital, Cheeloo College of Medicine, Shandong University, 107 Wenhuaxi Road, Jinan, 250012, Shandong, China.
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