Title :
Impaired motor unit control in paretic muscle post stroke assessed using surface electromyography: A preliminary report
Author :
Xiaogang Hu ; Suresh, A.K. ; Xiaoyan Li ; Rymer, William Z. ; Suresh, Nina L.
Author_Institution :
Sensory Motor Performance Program of the Rehabilitation Inst. of Chicago, Chicago, IL, USA
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
The objective of this preliminary study was to examine the possible contribution of disordered control of motor unit (MU) recruitment and firing patterns in muscle weakness post-stroke. A novel surface EMG (sEMG) recording and decomposition system was used to record sEMG signals and extract single MU activities from the first dorsal interosseous muscle (FDI) of two hemiparetic stroke survivors. To characterize MU reorganization, an estimate of the motor unit action potential (MUAP) amplitude was derived using spike triggered averaging of the sEMG signal. The MUs suitable for further analysis were selected using a set of statistical tests that assessed the variability of the morphological characteristics of the MUAPs. Our preliminary results suggest a disrupted orderly recruitment based on MUAP size, a compressed recruitment range, and reduced firing rates evident in the paretic muscle compared with the contralateral muscle of one subject with moderate impairment. In contrast, the MU organization was largely similar bilaterally for the subject with minor impairment. The preliminary results suggest that MU organizational changes with respect to recruitment and rate modulation can contribute to muscle weakness post-stroke. The contrasting results of the two subjects indicate that the degree of MU reorganization may be associated with the degree of the functional impairment, which reveals the differential diagnostic capability of the sEMG decomposition system.
Keywords :
brain; diseases; electromyography; feature extraction; medical signal processing; neurophysiology; statistical analysis; compressed recruitment range; contralateral muscle; decomposition system; disordered control; dorsal interosseous muscle; firing patterns; firing rates; hemiparetic stroke; impaired motor unit control; motor unit action potential; paretic muscle post stroke; sEMG; statistical tests; surface EMG; surface electromyography; Electromyography; Electronic mail; Firing; Force; Indexes; Muscles; Recruitment; Algorithms; Diagnosis, Computer-Assisted; Electromyography; Feedback, Physiological; Humans; Male; Middle Aged; Motor Neurons; Muscle Contraction; Muscle Weakness; Muscle, Skeletal; Paresis; Pilot Projects; Reproducibility of Results; Sensitivity and Specificity; Stroke;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346872