Reliability of surface electromyography timing parameters in gait in cervical spondylotic myelopathy.

The aims of this study were to validate a computerised method to detect muscle activity from surface electromyography (SEMG) signals in gait in patients with cervical spondylotic myelopathy (CSM), and to evaluate the test-retest reliability of the activation times designated by this method. SEMG signals were recorded from rectus femoris (RF), biceps femoris (BF), tibialis anterior (TA), and medial gastrocnemius (MG), during gait in 12 participants with CSM on two separate test days. Four computerised activity detection methods, based on the Teager-Kaiser Energy Operator (TKEO), were applied to a subset of signals and compared to visual interpretation of muscle activation. The most accurate method was then applied to all signals for evaluation of test-retest reliability. A detection method based on a combined slope and amplitude threshold showed the highest agreement (87.5%) with visual interpretation. With respect to reliability, the standard error of measurement (SEM) of the timing of RF, TA and MG between test days was 5.5% stride duration or less, while the SEM of BF was 9.4%. The timing parameters of RF, TA and MG designated by this method were considered sufficiently reliable for use in clinical practice, however the reliability of BF was questionable.

[1]  Patricia A Shewokis,et al.  Time-frequency changes in electromyographic signals after hamstring lengthening surgery in children with cerebral palsy. , 2007, Journal of biomechanics.

[2]  Jean-Yves Hogrel,et al.  Clinical applications of surface electromyography in neuromuscular disorders , 2005, Neurophysiologie Clinique/Clinical Neurophysiology.

[3]  S. Haley,et al.  Interpreting change scores of tests and measures used in physical therapy. , 2006, Physical therapy.

[4]  Richard T. Lauer,et al.  Use of the Teager-Kaiser Energy Operator for Muscle Activity Detection in Children , 2009, Annals of Biomedical Engineering.

[5]  Brian Caulfield,et al.  Increasing the number of gait trial recordings maximises intra-rater reliability of the CODA motion analysis system. , 2007, Gait & posture.

[6]  M. Stokes,et al.  Reliability of assessment tools in rehabilitation: an illustration of appropriate statistical analyses , 1998, Clinical rehabilitation.

[7]  J. Perry,et al.  Computer algorithms to characterize individual subject EMG profiles during gait. , 1992, Archives of physical medicine and rehabilitation.

[8]  J. Andrysek,et al.  Single-session reliability of discrete gait parameters in ambulatory children with cerebral palsy based on GMFCS level. , 2008, Gait & posture.

[9]  V. Rajshekhar,et al.  Quantitative changes in gait parameters after central corpectomy for cervical spondylotic myelopathy. , 2005, Journal of neurosurgery. Spine.

[10]  P H Veltink,et al.  Surface electromyography analysis for variable gait. , 2003, Gait & posture.

[11]  A closer look at electromyographic correlates of locomotor performance after stroke , 2006, Clinical Neurophysiology.

[12]  J M Bland,et al.  Statistical methods for assessing agreement between two methods of clinical measurement , 1986 .

[13]  J. F. Kaiser,et al.  On a simple algorithm to calculate the 'energy' of a signal , 1990, International Conference on Acoustics, Speech, and Signal Processing.

[14]  Dara Meldrum,et al.  Reliability of three-dimensional gait analysis in cervical spondylotic myelopathy. , 2010, Gait & posture.

[15]  J. Duysens,et al.  Gait recovery is not associated with changes in the temporal patterning of muscle activity during treadmill walking in patients with post-stroke hemiparesis , 2006, Clinical Neurophysiology.

[16]  Roberto Merletti,et al.  Technology and instrumentation for detection and conditioning of the surface electromyographic signal: state of the art. , 2009, Clinical biomechanics.

[17]  J. Fleiss,et al.  Intraclass correlations: uses in assessing rater reliability. , 1979, Psychological bulletin.

[18]  R. Brower,et al.  Cervical spondylotic myelopathy. Clinical syndrome and natural history. , 1992, The Orthopedic clinics of North America.

[19]  T. Hortobágyi,et al.  Teager–Kaiser energy operator signal conditioning improves EMG onset detection , 2010, European Journal of Applied Physiology.

[20]  Joyce P Trost,et al.  Measurement and management of errors in quantitative gait data. , 2004, Gait & posture.

[21]  S. Nurjck The pathogenesis of the spinal cord disorder associated with cervical spondylosis. , 1972 .

[22]  D. Streiner,et al.  Health Measurement Scales: A practical guide to thier development and use , 1989 .

[23]  Carlo Frigo,et al.  Multichannel SEMG in clinical gait analysis: a review and state-of-the-art. , 2009, Clinical biomechanics.

[24]  Ping Zhou,et al.  Teager–Kaiser Energy Operation of Surface EMG Improves Muscle Activity Onset Detection , 2007, Annals of Biomedical Engineering.

[25]  S. Nurick The pathogenesis of the spinal cord disorder associated with cervical spondylosis. , 1972, Brain : a journal of neurology.