Neurophysiological Characterization of a Non-Human Primate Model of Traumatic Spinal Cord Injury Utilizing Fine-Wire EMG Electrodes
This study aims to characterize traumatic spinal cord injury (TSCI) neurophysiologically using an intramuscular fine-wire electromyography (EMG) electrode pair. EMG data were collected from an agonist-antagonist pair of tail muscles of Macaca fasicularis, pre- and post-lesion, and for a treatment an...
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doaj-3d1a1e4f627d4ab99cfee163fb0fc0262020-11-24T21:29:50ZengMDPI AGSensors1424-82202019-07-011915330310.3390/s19153303s19153303Neurophysiological Characterization of a Non-Human Primate Model of Traumatic Spinal Cord Injury Utilizing Fine-Wire EMG ElectrodesFarah Masood0Hussein A. Abdullah1Nitin Seth2Heather Simmons3Kevin Brunner4Ervin Sejdic5Dane R. Schalk6William A. Graham7Amber F. Hoggatt8Douglas L. Rosene9John B. Sledge10Shanker Nesathurai11School of Engineering, University of Guelph, Guelph, ON N1G 2W1, CanadaSchool of Engineering, University of Guelph, Guelph, ON N1G 2W1, CanadaSchool of Engineering, University of Guelph, Guelph, ON N1G 2W1, CanadaThe Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI 53715, USAThe Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI 53715, USAThe Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA 15261, USAThe Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI 53715, USAThe Division of Physical Medicine and Rehabilitation, Department of Medicine, McMaster University, Hamilton, ON L8S 4K1, CanadaThe Center of Comparative Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USAThe Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA 02118, USAThe Lafayette Bone and Joint Clinic, Lafayette, LA 70508, USAThe Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI 53715, USAThis study aims to characterize traumatic spinal cord injury (TSCI) neurophysiologically using an intramuscular fine-wire electromyography (EMG) electrode pair. EMG data were collected from an agonist-antagonist pair of tail muscles of Macaca fasicularis, pre- and post-lesion, and for a treatment and control group. The EMG signals were decomposed into multi-resolution subsets using wavelet transforms (WT), then the relative power (RP) was calculated for each individual reconstructed EMG sub-band. Linear mixed models were developed to test three hypotheses: (i) asymmetrical volitional activity of left and right side tail muscles (ii) the effect of the experimental TSCI on the frequency content of the EMG signal, (iii) and the effect of an experimental treatment. The results from the electrode pair data suggested that there is asymmetry in the EMG response of the left and right side muscles (<i>p</i>-value < 0.001). This is consistent with the construct of limb dominance. The results also suggest that the lesion resulted in clear changes in the EMG frequency distribution in the post-lesion period with a significant increment in the low-frequency sub-bands (D4, D6, and A6) of the left and right side, also a significant reduction in the high-frequency sub-bands (D1 and D2) of the right side (<i>p</i>-value < 0.001). The preliminary results suggest that using the <i>RP</i> of the EMG data, the fine-wire intramuscular EMG electrode pair are a suitable method of monitoring and measuring treatment effects of experimental treatments for spinal cord injury (SCI).https://www.mdpi.com/1424-8220/19/15/3303fine-wire intramuscular EMG electrodenon-human primate modeltraumatic spinal cord injurywavelet transformrelative powerlinear mixed model |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Farah Masood Hussein A. Abdullah Nitin Seth Heather Simmons Kevin Brunner Ervin Sejdic Dane R. Schalk William A. Graham Amber F. Hoggatt Douglas L. Rosene John B. Sledge Shanker Nesathurai |
spellingShingle |
Farah Masood Hussein A. Abdullah Nitin Seth Heather Simmons Kevin Brunner Ervin Sejdic Dane R. Schalk William A. Graham Amber F. Hoggatt Douglas L. Rosene John B. Sledge Shanker Nesathurai Neurophysiological Characterization of a Non-Human Primate Model of Traumatic Spinal Cord Injury Utilizing Fine-Wire EMG Electrodes Sensors fine-wire intramuscular EMG electrode non-human primate model traumatic spinal cord injury wavelet transform relative power linear mixed model |
author_facet |
Farah Masood Hussein A. Abdullah Nitin Seth Heather Simmons Kevin Brunner Ervin Sejdic Dane R. Schalk William A. Graham Amber F. Hoggatt Douglas L. Rosene John B. Sledge Shanker Nesathurai |
author_sort |
Farah Masood |
title |
Neurophysiological Characterization of a Non-Human Primate Model of Traumatic Spinal Cord Injury Utilizing Fine-Wire EMG Electrodes |
title_short |
Neurophysiological Characterization of a Non-Human Primate Model of Traumatic Spinal Cord Injury Utilizing Fine-Wire EMG Electrodes |
title_full |
Neurophysiological Characterization of a Non-Human Primate Model of Traumatic Spinal Cord Injury Utilizing Fine-Wire EMG Electrodes |
title_fullStr |
Neurophysiological Characterization of a Non-Human Primate Model of Traumatic Spinal Cord Injury Utilizing Fine-Wire EMG Electrodes |
title_full_unstemmed |
Neurophysiological Characterization of a Non-Human Primate Model of Traumatic Spinal Cord Injury Utilizing Fine-Wire EMG Electrodes |
title_sort |
neurophysiological characterization of a non-human primate model of traumatic spinal cord injury utilizing fine-wire emg electrodes |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2019-07-01 |
description |
This study aims to characterize traumatic spinal cord injury (TSCI) neurophysiologically using an intramuscular fine-wire electromyography (EMG) electrode pair. EMG data were collected from an agonist-antagonist pair of tail muscles of Macaca fasicularis, pre- and post-lesion, and for a treatment and control group. The EMG signals were decomposed into multi-resolution subsets using wavelet transforms (WT), then the relative power (RP) was calculated for each individual reconstructed EMG sub-band. Linear mixed models were developed to test three hypotheses: (i) asymmetrical volitional activity of left and right side tail muscles (ii) the effect of the experimental TSCI on the frequency content of the EMG signal, (iii) and the effect of an experimental treatment. The results from the electrode pair data suggested that there is asymmetry in the EMG response of the left and right side muscles (<i>p</i>-value < 0.001). This is consistent with the construct of limb dominance. The results also suggest that the lesion resulted in clear changes in the EMG frequency distribution in the post-lesion period with a significant increment in the low-frequency sub-bands (D4, D6, and A6) of the left and right side, also a significant reduction in the high-frequency sub-bands (D1 and D2) of the right side (<i>p</i>-value < 0.001). The preliminary results suggest that using the <i>RP</i> of the EMG data, the fine-wire intramuscular EMG electrode pair are a suitable method of monitoring and measuring treatment effects of experimental treatments for spinal cord injury (SCI). |
topic |
fine-wire intramuscular EMG electrode non-human primate model traumatic spinal cord injury wavelet transform relative power linear mixed model |
url |
https://www.mdpi.com/1424-8220/19/15/3303 |
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