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Li L, Zhang L, Cui H, Zhao Y, Zhu C, Fan Q, Li W. Gait and sEMG characteristics of lower limbs in children with unilateral spastic cerebral palsy during walking. Gait Posture 2024; 108:177-182. [PMID: 38100956 DOI: 10.1016/j.gaitpost.2023.12.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 08/19/2023] [Accepted: 12/06/2023] [Indexed: 12/17/2023]
Abstract
BACKGROUND Children with unilateral spastic cerebral palsy (USCP) have muscle hypertonia, balance, and coordination defects that affect gross motor skills, especially walking. Understanding the gait characteristics and lower limb muscle activation patterns of USCP children can provide an objective and quantitative basis for patient assessment and treatment plan formulation. OBJECTIVE This study compared the gait and lower limb muscle activation characteristics of children with USCP and with typical development (TD) during walking. METHODS We recorded gait and sEMG data of 20 children with USCP, and 20 with typical development. sEMG signals were acquired from the bilateral tibialis anterior (TA) and lateral gastrocnemius muscles (LG) during walking. The root mean square (RMS) value, integrated electromyographic (iEMG) value and co-contraction ratio (CR) were used to evaluate muscle activity. Student's t Test and non-parametric rank sum Test were used to compare the differences between the data groups (significance level of 0.05). RESULTS The stance time, step length, speed, single leg support time ratio, ground impact, pre-swing angle, and muscle strength of the affected side were significantly decreased compared to those of the unaffected side in children with USCP (P < 0.05), while the swing phase, muscle tonus of LG were significantly prolonged (P < 0.05). Compared with TD children, children with USCP exhibited reduced bilateral walking ability, particularly noticeable in their smaller pre-swing angle(P < 0.05), diminished muscle strength of the TA and LG, as well as LG spasms(P < 0.05). SIGNIFICANCE Children with USCP have decreased ambulatory gait stability. Step length, pull acceleration, pre-swing angle, and CR can be used as sensitive indicators for gait assessment. Strengthening the TA muscle and reducing ankle spasm may help improve gait and postural stability in children with USCP.
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Affiliation(s)
- Longfei Li
- School of Rehabilitation Medicine, Binzhou Medical University, Yantai, Shandong 264003, China
| | - Lina Zhang
- Department of Rehabilitation, Binzhou Medical University Hospital, Binzhou, Shandong 256603, China
| | - Hongxing Cui
- Department of Rehabilitation, Binzhou Medical University Hospital, Binzhou, Shandong 256603, China
| | - Yixuan Zhao
- School of Rehabilitation Medicine, Binzhou Medical University, Yantai, Shandong 264003, China
| | - Chuanhua Zhu
- Department of Rehabilitation, Binzhou Medical University Hospital, Binzhou, Shandong 256603, China
| | - Qianqian Fan
- Department of Rehabilitation, Binzhou Medical University Hospital, Binzhou, Shandong 256603, China.
| | - Wei Li
- Department of Rehabilitation, Binzhou Medical University Hospital, Binzhou, Shandong 256603, China.
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Morimoto T, Hirata H, Kobayashi T, Tsukamoto M, Yoshihara T, Toda Y, Mawatari M. Gait analysis using digital biomarkers including smart shoes in lumbar spinal canal stenosis: a scoping review. Front Med (Lausanne) 2023; 10:1302136. [PMID: 38162877 PMCID: PMC10757616 DOI: 10.3389/fmed.2023.1302136] [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: 09/26/2023] [Accepted: 11/23/2023] [Indexed: 01/03/2024] Open
Abstract
Lumbar spinal canal stenosis (LSS) is characterized by gait abnormalities, and objective quantitative gait analysis is useful for diagnosis and treatment. This review aimed to provide a review of objective quantitative gait analysis in LSS and note the current status and potential of smart shoes in diagnosing and treating LSS. The characteristics of gait deterioration in LSS include decreased gait velocity and asymmetry due to neuropathy (muscle weakness and pain) in the lower extremities. Previous laboratory objective and quantitative gait analyses mainly comprised marker-based three-dimensional motion analysis and ground reaction force. However, workforce, time, and costs pose some challenges. Recent developments in wearable sensor technology and markerless motion analysis systems have made gait analysis faster, easier, and less expensive outside the laboratory. Smart shoes can provide more accurate gait information than other wearable sensors. As only a few reports exist on gait disorders in patients with LSS, future studies should focus on the accuracy and cost-effectiveness of gait analysis using smart shoes.
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Affiliation(s)
- Tadatsugu Morimoto
- Department of Orthopaedic Surgery, Faculty of Medicine, Saga University, Saga, Japan
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Xia C, Xie H, Li T, Ding Y, Zhào H, Huang Y. Spatiotemporal gait characteristics during single- and dual-task walking are associated with the burden of cerebral small vessel disease. Front Neurol 2023; 14:1285947. [PMID: 38020659 PMCID: PMC10679325 DOI: 10.3389/fneur.2023.1285947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 10/30/2023] [Indexed: 12/01/2023] Open
Abstract
Introduction Gait impairment is a common symptom among individuals with cerebral small vessel disease (CSVD). However, performance differences between single-task walking (STW) and dual-task walking (DTW) among individuals with CSVD remain unclear. Therefore, we aimed to examine differences in gait characteristics during STW and DTW as well as the association between gait performance and neuroimaging markers. Methods We enrolled 126 older individuals with CSVD. The speed, cadence, stride length, stride time, and their dual-task cost (DTC) or variability were measured under the STW, motor-cognitive DTW (cognitive DTW), and motor-motor DTW (motor DTW) conditions. We examined neuroimaging features such as white matter hyperintensities (WMHs), lacunes, microbleeds, and total burden. Further, we analysed the association of neuroimaging markers with gait performance, including gait variability and DTC. Results Almost all spatiotemporal characteristics, as well as their DTCs or variabilities, showed significant among-group differences according to disease severity in the cognitive DTW condition; however, relatively lesser differences were observed in the STW and motor DTW conditions. The total CSVD burden score was moderately correlated with all the spatial parameters, as well as their DTCs or variabilities, in the cognitive DTW condition. Moreover, WMHs showed a correlation with speed, stride time, and cadence, as well as their DTCs, in the cognitive DTW condition. Furthermore, lacunes showed a moderate correlation with speed, stride length, and the DTC of speed, whilst microbleeds were only related to the DTC of stride length in the cognitive DTW condition. Neuroimaging biomarkers were not correlated with spatiotemporal parameters in STW and motor DTW conditions after Bonferroni correction. Moreover, the correlation coefficient between the total CSVD burden score and gait parameters was greater than those of other biomarkers. Discussion Parameters in the cognitive DTW condition are more appropriate than those in the motor DTW condition for the evaluation of gait abnormalities in patients with CSVD. Moreover, the total CSVD burden score might have better predictive utility than any single neuroimaging marker. Patients with CSVD, especially those with moderate-to-severe disease, should concentrate more on their gait patterns and reduce the load of secondary cognitive tasks whilst walking in daily life.
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Affiliation(s)
- Cuiqiao Xia
- Department of Neurology, Chinese PLA General Hospital, Beijing, China
| | - Hongyang Xie
- Department of Neurology, Chinese PLA General Hospital, Beijing, China
| | - Tianjiao Li
- Outpatient Department of Haidian No. 58 Retired Cadre Rest Centre of the PLA, Beijing, China
| | - Yu Ding
- Department of Neurology, Chinese PLA General Hospital, Beijing, China
| | - Hóngyi Zhào
- Department of Neurology, Chinese PLA General Hospital, Beijing, China
- Department of Neurology, Number 984 Hospital of the PLA, Beijing, China
| | - Yonghua Huang
- Department of Neurology, Chinese PLA General Hospital, Beijing, China
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Nüesch C, Mandelli F, Przybilla P, Schären S, Mündermann A, Netzer C. Kinematics and paraspinal muscle activation patterns during walking differ between patients with lumbar spinal stenosis and controls. Gait Posture 2023; 99:44-50. [PMID: 36327537 DOI: 10.1016/j.gaitpost.2022.10.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 08/30/2022] [Accepted: 10/23/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND The narrowing of the spinal canal due to degenerative processes may lead to symptomatic lumbar spinal stenosis (sLSS) and impairments in the patients' gait. Changes in lower extremity joint kinematics and trunk flexion angles have been reported, yet less is known about muscle activation patterns of paraspinal and gluteal muscles in patients with sLSS compared to healthy participants. RESEARCH QUESTION Do muscle activation patterns together with sagittal joint kinematics differ between patients with sLSS and healthy controls and do these differences-quantified using gait scores-correlate with clinical scores? METHODS In 20 patients with sLSS scheduled for surgery and 19 healthy participants, gait was assessed using seven inertial sensors and muscle activation of gluteus medius, erector spinae and multifidus using wireless surface electromyography (EMG). Differences in joint kinematics and EMG patterns were assessed using statistical parametric mapping with non-parametric independent sample t tests (P < 0.05). Gait scores that describe the overall deviation in joint angles (mGPS) and muscle activation patterns (EMG-Profile Score) were calculated as root mean square distances between patients and healthy participants and their associations with clinical scores (pain, Oswestry Disability Score (ODI)) were analyzed using Spearman's correlation coefficients rho (P < 0.05). RESULTS Patients had larger mGPS (+1.9°) and EMG-Profile Scores (+50%) and walked on average slower (-0.26 m/s) than controls. EMG patterns revealed higher activation of multifidus, erector spinae and gluteus medius during midstance in patients compared to controls. Clinical scores (pain, ODI) did not correlate with mGPS or EMG-Profile Scores within patients. SIGNIFICANCE Observed differences in gait and muscle activation patterns and in the summary scores of gait and EMG deviations between patients with sLSS and healthy controls may represent additional functional outcomes reflecting the functional status of patients that can be measured using wearable sensors and hence is suitable for application in clinical practice.
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Affiliation(s)
- Corina Nüesch
- Department of Spine Surgery, University Hospital Basel, Basel, Switzerland; Department of Orthopaedics and Traumatology, University Hospital Basel, Basel, Switzerland; Department of Biomedical Engineering, University of Basel, Basel, Switzerland; Department of Clinical Research, University of Basel, Basel, Switzerland.
| | - Filippo Mandelli
- Department of Spine Surgery, University Hospital Basel, Basel, Switzerland; Department of Biomedical Engineering, University of Basel, Basel, Switzerland
| | - Philip Przybilla
- Department of Spine Surgery, University Hospital Basel, Basel, Switzerland; Department of Orthopaedics and Traumatology, University Hospital Basel, Basel, Switzerland
| | - Stefan Schären
- Department of Spine Surgery, University Hospital Basel, Basel, Switzerland
| | - Annegret Mündermann
- Department of Spine Surgery, University Hospital Basel, Basel, Switzerland; Department of Orthopaedics and Traumatology, University Hospital Basel, Basel, Switzerland; Department of Biomedical Engineering, University of Basel, Basel, Switzerland; Department of Clinical Research, University of Basel, Basel, Switzerland
| | - Cordula Netzer
- Department of Spine Surgery, University Hospital Basel, Basel, Switzerland; Department of Biomedical Engineering, University of Basel, Basel, Switzerland
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Objective Evaluation of Neurogenic Intermittent Claudication for Patients With Lumbar Spinal Stenosis Based on Plantar Pressure Analysis. Spine (Phila Pa 1976) 2022; 47:1746-1752. [PMID: 35917289 DOI: 10.1097/brs.0000000000004444] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 07/14/2022] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN A cross-sectional study. OBJECTIVE To quantify the severity of neurogenic intermittent claudication (NIC) for patients with lumbar spinal stenosis (LSS) based on the center of pressure trajectory. SUMMARY OF BACKGROUND DATA NIC is one of the typical symptoms of LSS. So far, the severity level of NIC is mainly evaluated by the subjective description of patients, which might be biased by patients' background differences and thus lead to an ineffective diagnosis or inappropriate treatment for LSS. Therefore, it remains necessary to develop a reliable clinical technique for quantitative evaluation of NIC to achieve more effective therapy for LSS. MATERIALS AND METHODS In the present study, the Footscan pressure system was used to detect the center of pressure trajectory. The real-time walking distance (rtWD) and the corresponding displacement of the medial-lateral center of pressure (ML-COP) were calculated based on the trajectory. The differences of ML-COP between LSS and control groups were analyzed using a one-way repeated measures analysis of variance. Regression and Pearson correlation analysis were used to investigate the correlation between rtWD and ML-COP, as well as the relation between the Oxford Claudication Score (OCS) and clinical evaluation indicators. RESULTS The present study included 31 LSS patients and 31 healthy controls. There were no significant differences in demographic data between the two groups ( P >0.05). The results indicated that ML-COP would increase with the number of laps in the LSS group while not in the control group. Also, a linear relationship was identified between the ML-COP and rtWD for LSS patients ( R2 >0.80, P <0.05). Since the incremental rate of ML-COP for LSS patients was reflected by the regression coefficients of the linear regression analysis, thus the regression coefficients were defined as the claudication correlation coefficients (CCCs). In addition, it was indicated by the statistical analysis that there was a strong positive correlation between OCS and CCC ( r =0.96; P <0.001) and a medium negative correlation with final walking distance ( r =-0.67; P <0.001). It was also noticed that there was no significant correlation between the average ML-COP and OCS ( r =-0.03; P =0.864). CONCLUSIONS The ML-COP of LSS patients would increase with the patients' walking distance. This incremental rate, characterized by the CCC, would be used as an effective indicator to quantify the severity level of the NIC for potentially more accurate and reliable diagnosis, evaluation, and treatment of LSS. LEVEL OF EVIDENCE 3.
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Natarajan P, Fonseka RD, Sy LW, Maharaj MM, Mobbs RJ. Analysing Gait Patterns in Degenerative Lumbar Spine Disease Using Inertial Wearable Sensors: An Observational Study. World Neurosurg 2022; 163:e501-e515. [PMID: 35398575 DOI: 10.1016/j.wneu.2022.04.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 04/03/2022] [Accepted: 04/04/2022] [Indexed: 11/15/2022]
Abstract
OBJECTIVE Using a chest-based inertial wearable sensor, we examined the quantitative gait patterns associated with lumbar disc herniation (LDH), lumbar spinal stenosis (LSS), and chronic mechanical low back pain (CMLBP). 'Pathological gait signatures' were reported as statistically significant group difference (%) from the 'normative' gait values of an age-matched control population. METHODS A sample of patients presenting to the Prince of Wales Private Hospital (Sydney, Australia) with primary diagnoses of LDH, LSS, or CMLBP were recruited. Spatial, temporal, asymmetry, and variability metrics were compared with age-matched (±2 years) control participants recruited from the community. Participants were fitted at the sternal angle with an inertial measurement unit, MetaMotionC, and walked unobserved (at a self-selected pace) for 120 m along an obstacle-free, carpeted hospital corridor. RESULTS LDH, CMLBP, and LSS groups had unique pathological signatures of gait impairment. The LDH group (n = 33) had marked asymmetry in terms of step length, step time, stance, and single-support asymmetry. The LDH group also involved gait variability with increased step length variation. However, distinguishing the CMLBP group (n = 33) was gait variability in terms increased single-support time variation. The gait of participants with LSS (n = 22) was both asymmetric and variable in step length. CONCLUSIONS Wearable sensor-based accelerometry was found to be capable of detecting the gait abnormalities present in patients with LDH, LSS, and CMLBP, when compared to age-matched controls. Objective and quantitative patterns of gait deterioration uniquely varied between these subtypes of lumbar spine disease. With further testing and validation, gait signatures may aid clinical identification of gait-altering pathologies.
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Affiliation(s)
- Pragadesh Natarajan
- Faculty of Medicine, University of New South Wales, Sydney, Australia; NeuroSpine Clinic, Prince of Wales Private Hospital, Randwick, Australia; NeuroSpine Surgery Research Group, Sydney, Australia; Wearables and Gait Assessment Research Group, Sydney, Australia.
| | - R Dineth Fonseka
- Faculty of Medicine, University of New South Wales, Sydney, Australia; NeuroSpine Clinic, Prince of Wales Private Hospital, Randwick, Australia; NeuroSpine Surgery Research Group, Sydney, Australia; Wearables and Gait Assessment Research Group, Sydney, Australia
| | - Luke Wincent Sy
- School of Mathematics, University of New South Wales, Sydney, Australia
| | - Monish Movin Maharaj
- Faculty of Medicine, University of New South Wales, Sydney, Australia; NeuroSpine Clinic, Prince of Wales Private Hospital, Randwick, Australia; NeuroSpine Surgery Research Group, Sydney, Australia; Wearables and Gait Assessment Research Group, Sydney, Australia
| | - Ralph Jasper Mobbs
- Faculty of Medicine, University of New South Wales, Sydney, Australia; NeuroSpine Clinic, Prince of Wales Private Hospital, Randwick, Australia; NeuroSpine Surgery Research Group, Sydney, Australia; Wearables and Gait Assessment Research Group, Sydney, Australia
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Fonseka RD, Natarajan P, Maharaj MM, Mobbs RJ. Tracking the disease progression of lumbar spinal stenosis using objective gait metrics: a case report. JOURNAL OF SPINE SURGERY (HONG KONG) 2022; 8:163-169. [PMID: 35441109 PMCID: PMC8990394 DOI: 10.21037/jss-21-101] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Accepted: 01/19/2022] [Indexed: 06/14/2023]
Abstract
We present the case of an 85-year-old woman who presented to our clinic with neurogenic claudication due to lumbar spinal stenosis (LSS) over a period of two years. During this time a series of walking metrics were monitored including daily step count, walking speed, and step length. All metrics showed a deterioration over time and objectively document the disease progression of LSS (initial: walking speed =1.03 m/s, step length =0.49 m, and daily step count =3,136; final: walking speed =0.49 m/s, step length =0.37 m, and daily step count =334). At this time, the patient had also begun experiencing bilateral lower limb weakness and paraesthesia upon exertion, preventing her from mobilizing for more than a few meters at a time. After a shared decision-making process with the patient and her family, surgical management was recommended. The deterioration of the patient's walking metrics matched their increasing requirement for walking assistance, with no walking assistance being needed initially, compared to a four-wheel walker being required in the weeks prior to her surgery. Therefore, the extent of walking deterioration may be able to inform clinical decision-making regarding appropriate walking assistance. To our knowledge, this is the first report that objectively documents the deterioration of LSS using walking metrics for such a prolonged duration of time.
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Affiliation(s)
- R. Dineth Fonseka
- Faculty of Medicine, University of New South Wales, Sydney, Australia
- NeuroSpine Surgery Research Group (NSURG), Sydney, Australia
- Wearables and Gait Analysis Research Group (WAGAR), Sydney, Australia
| | - Pragadesh Natarajan
- Faculty of Medicine, University of New South Wales, Sydney, Australia
- NeuroSpine Surgery Research Group (NSURG), Sydney, Australia
- Wearables and Gait Analysis Research Group (WAGAR), Sydney, Australia
| | - Monish M. Maharaj
- Faculty of Medicine, University of New South Wales, Sydney, Australia
- NeuroSpine Surgery Research Group (NSURG), Sydney, Australia
- Wearables and Gait Analysis Research Group (WAGAR), Sydney, Australia
- Department of Neurosurgery, Prince of Wales Hospital, Sydney, Australia
| | - Ralph J. Mobbs
- Faculty of Medicine, University of New South Wales, Sydney, Australia
- NeuroSpine Surgery Research Group (NSURG), Sydney, Australia
- Wearables and Gait Analysis Research Group (WAGAR), Sydney, Australia
- Department of Neurosurgery, Prince of Wales Hospital, Sydney, Australia
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Jin Q, Huang L. Research progress on multicomponent physical exercise for patients with neurocognitive impairment. Zhejiang Da Xue Xue Bao Yi Xue Ban 2022; 51:38-46. [PMID: 35576108 PMCID: PMC9109772 DOI: 10.3724/zdxbyxb-2021-0312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Accepted: 01/20/2022] [Indexed: 06/15/2023]
Abstract
Neurocognitive impairment is a group of clinical syndromes characterized by impaired cognitive function and decreased motor ability. Non-pharmacological interventions such as physical exercise have advantages in the treatment of patients with neurocognitive impairment. Multicomponent exercise is a combination of various physical exercises, including strength training, endurance training, balance training and flexibility training, that can improve gait, balance and cardiopulmonary function by increasing muscle mass, strength and endurance in people with neurocognitive impairment, while also reducing the risk of falls in elders. This article reviews the benefits of multicomponent exercise for patients with neurocognitive impairment and its evaluation methods; also describes 4 intervention programs and their clinical application, to provide evidence for clinical practice and promote the application of multicomponent exercise in patients with neurocognitive impairment.
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Affiliation(s)
- Qun Jin
- 1. Nursing Department, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
- Department, the Third Hospital of Quzhou, Quzhou 324000, Zhejiang Province, China
| | - Lihua Huang
- 1. Nursing Department, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
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Nikitin AS, Kamchatnov PR. [Neurogenic intermittent claudication in patients with degenerative lumbar stenosis]. Zh Nevrol Psikhiatr Im S S Korsakova 2021; 121:7-11. [PMID: 34184471 DOI: 10.17116/jnevro20211210517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE To study the clinical manifestations of neurogenic intermittent claudication (NIC) in patients with degenerative lumbar stenosis (DLS). MATERIAL AND METHODS The neurological status, intensity and nature of pain syndrome, and pain-free walking distance were evaluated in 83 NIC patients with DPS, who underwent surgical treatment. RESULTS The predominance of the clinical picture of sensorimotor pain (n=30; 36.1%) and isolated pain (n=31; 37.3%) forms of NIC was established. Isolated sensory (n=1; 1.2%), sensorimotor (n=3; 3.6%), and motor-pain (n=4; 4.8%) forms were significantly less common. In 6 (7.2%) patients, there was a pain-free form of NIC. In most patients, surgical treatment led to regression of neurological symptoms and an increase in the distance of pain-free walking. No relationship was found between the demographic and clinical characteristics of patients (gender, age, pain severity, pain-free walking distance), MRI results and the features of NIC clinical picture. In 4 patients, the phenomenon of pacing was revealed in the form of an increase in pain at the beginning of walking and a significant decrease or complete regression as walking continues. CONCLUSION The clinical picture of NIC is polymorphic, its pain-free course is possible. The decision on the feasibility of surgical treatment of patients with PLS is possible taking into account the clinical picture of NIC and MRI results.
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Affiliation(s)
- A S Nikitin
- Evdokimov Moscow State University of Medicine and Dentistry, Moscow, Russia
| | - P R Kamchatnov
- Pirogov Russian National Research Medical University Moscow, Russi, Pirogov Russian National Research Medical University Moscow, Russia
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