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2020 | OriginalPaper | Chapter

Mechanomyography Spasticity Assessment of Flexor and Extensor Wrist Muscles for the Classification of Boccia Athletes in Para Sports: A Pilot Study

Authors : Elgison da Luz dos Santos, Maria de Fátima Fernandes Vara, Maira Ranciaro, Gustavo Tanaka Zelaga, Amanda Mayara Pereira Gomes, Isabel Cristina Bini, Guilherme Nunes Nogueira Neto, Eddy Krueger, Percy Nohama

Published in: VIII Latin American Conference on Biomedical Engineering and XLII National Conference on Biomedical Engineering

Publisher: Springer International Publishing

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Abstract

The Paralympic boccia is a sport played by athletes with spasticity and severe impairment in the four limbs. Three (BC1, BC2, and BC3) of the four classes in boccia allow People with Cerebral Palsy (CP) to participate. The ranking is performed manually through the American Spasticity Scale. Like all qualitative scales, however, this evokes controversy among the evaluation board members who apply it, altering the classification of the athletes. A helpful option would be the use of mechanomyography (MMG), a method of acquiring muscle vibrations quantitatively based on accelerometers. Thus, the objective of this article was to conduct a pilot study analyzing the differences in the MMG signals of flexors and extensors muscles between two groups: 6 boccia athletes with spasticity and 6 non-impaired. Volunteers remained seated on the wheelchair, with their elbow bent close to 90°. They were verbally stimulated to perform the manual grip by pressing the evaluator’s hand while the MMG signals were recorded and stored. The mean MMGRMS descriptor was calculated for each signal. The experimental tests indicated differences between the two groups. For the spasticity group: 0.4058 and 0.4258 mV for the left flexor and extensor wrist muscles, respectively; 0.4215 and 0.4529 mV for the right flexor and extensor wrist muscles, respectively. For the non-impaired group, the MMGRMS was 0.3694 and 0.3945 mV for the left flexor and extensor wrist muscles, respectively; 0.35033 and 0.3728 mV for the right flexor and extensor wrist muscles, respectively. Thus, these results indicate greater spasticity for the spastic group and so, volunteers classification in lower levels.

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Literature
2.
go back to reference Gordon, L.M., Keller, J.L., Stashinko, E.E., Hoon, A.H., Bastian, A.J.: Can spasticity and dystonia be independently measured in cerebral palsy? Pediatr. Neurol. 35(6), 375–381 (2006)CrossRef Gordon, L.M., Keller, J.L., Stashinko, E.E., Hoon, A.H., Bastian, A.J.: Can spasticity and dystonia be independently measured in cerebral palsy? Pediatr. Neurol. 35(6), 375–381 (2006)CrossRef
3.
go back to reference Pandyan, A.D., Price, C.I., Rodgers, H., Barnes, M.P., Johnson, G.R.: Biomechanical examination of a commonly used measure of spasticity. Clin. Biomech. 16(10), 859–865 (2001)CrossRef Pandyan, A.D., Price, C.I., Rodgers, H., Barnes, M.P., Johnson, G.R.: Biomechanical examination of a commonly used measure of spasticity. Clin. Biomech. 16(10), 859–865 (2001)CrossRef
4.
go back to reference Lee, H.M., Chen, J.J.J., Ju, M.S., Lin, C.C.K., Poon, P.P.W.: Validation of portable muscle tone measurement device for quantifying velocity-dependent properties in elbow spasticity. J. Electromyogr. Kinesiol. 14(5), 577–589 (2004)CrossRef Lee, H.M., Chen, J.J.J., Ju, M.S., Lin, C.C.K., Poon, P.P.W.: Validation of portable muscle tone measurement device for quantifying velocity-dependent properties in elbow spasticity. J. Electromyogr. Kinesiol. 14(5), 577–589 (2004)CrossRef
5.
go back to reference Krueger, E., Scheeren, E.M., Nogueira-Neto, G.N., Button, V.L.S.N., Nohama, P.: Advances and perspectives of mechanomyography. Braz. J. Biomed. Eng. 30(4), 384–401 (2014) Krueger, E., Scheeren, E.M., Nogueira-Neto, G.N., Button, V.L.S.N., Nohama, P.: Advances and perspectives of mechanomyography. Braz. J. Biomed. Eng. 30(4), 384–401 (2014)
6.
go back to reference Beck, T.W., Housh, T.J., Cramer, J.T., Weir, J.P., Johnson, G.O., Coburn, J.W., Malek, M.H., Mielke, M.: Mechanomyographic amplitude and frequency responses during dynamic muscle actions: a comprehensive review. BioMed. Eng. OnLine 4(67), 1–23 (2005) Beck, T.W., Housh, T.J., Cramer, J.T., Weir, J.P., Johnson, G.O., Coburn, J.W., Malek, M.H., Mielke, M.: Mechanomyographic amplitude and frequency responses during dynamic muscle actions: a comprehensive review. BioMed. Eng. OnLine 4(67), 1–23 (2005)
7.
go back to reference Alves, N., Sejdić, E., Sahota, B., Chau, T.: The effect of accelerometer location on the classification of single-site forearm mechanomyograms. BioMed. Eng. OnLine 9(23), 1–14 (2010) Alves, N., Sejdić, E., Sahota, B., Chau, T.: The effect of accelerometer location on the classification of single-site forearm mechanomyograms. BioMed. Eng. OnLine 9(23), 1–14 (2010)
8.
go back to reference Nogueira-Neto, G.N.: Viabilidade do emprego de mecanomiografia no controle motor artificial em lesados medulares empregando estimulação elétrica neuromuscular. Tese de Doutorado - Programa de Pós-Graduação em Engenharia Elétrica - Universidade Estadual de Campinas, Campinas/SP, Brazil (2013) Nogueira-Neto, G.N.: Viabilidade do emprego de mecanomiografia no controle motor artificial em lesados medulares empregando estimulação elétrica neuromuscular. Tese de Doutorado - Programa de Pós-Graduação em Engenharia Elétrica - Universidade Estadual de Campinas, Campinas/SP, Brazil (2013)
9.
go back to reference Krueger, E., Scheeren, E.M., Nogueira-Neto, G.N., Button, V.S.N., Nohama, P.: A new approach to assess the spasticity in hamstrings muscles using mechanomyography antagonist muscular group. In: 34th Annual International Conference of the Institute of Electrical and Electronics Engineers Inc. (IEEE): Engineering in Medicine and Biology Society (EMBC), pp. 2060–2063. IEEE, San Diego (2012) Krueger, E., Scheeren, E.M., Nogueira-Neto, G.N., Button, V.S.N., Nohama, P.: A new approach to assess the spasticity in hamstrings muscles using mechanomyography antagonist muscular group. In: 34th Annual International Conference of the Institute of Electrical and Electronics Engineers Inc. (IEEE): Engineering in Medicine and Biology Society (EMBC), pp. 2060–2063. IEEE, San Diego (2012)
10.
go back to reference Santos, E.L., Santos, M.C., Krueger, E., Nogueira-Neto, G.N., Nohama, P.: Mechanomyography signals in spastic muscle and the correlation with the modified Ashworth scale. In: 38th Annual International Conference of the Institute of Electrical and Electronics Engineers Inc. (IEEE): Engineering in Medicine and Biology Society (EMBC), pp. 3789–3792. IEEE, Orlando (2016) Santos, E.L., Santos, M.C., Krueger, E., Nogueira-Neto, G.N., Nohama, P.: Mechanomyography signals in spastic muscle and the correlation with the modified Ashworth scale. In: 38th Annual International Conference of the Institute of Electrical and Electronics Engineers Inc. (IEEE): Engineering in Medicine and Biology Society (EMBC), pp. 3789–3792. IEEE, Orlando (2016)
11.
go back to reference Wang, H., Wang, L., Xiang, Y., Zhao, N., Li, X., Chen, S., Lin, C., Li, G.: Assessment of elbow spasticity with surface electromyography and mechanomyography based on support vector machine. In: 39th Annual International Conference of the Institute of Electrical and Electronics Engineers Inc. (IEEE): Engineering in Medicine and Biology Society (EMBC), pp. 3860–3863. IEEE, Seogwipo (2017) Wang, H., Wang, L., Xiang, Y., Zhao, N., Li, X., Chen, S., Lin, C., Li, G.: Assessment of elbow spasticity with surface electromyography and mechanomyography based on support vector machine. In: 39th Annual International Conference of the Institute of Electrical and Electronics Engineers Inc. (IEEE): Engineering in Medicine and Biology Society (EMBC), pp. 3860–3863. IEEE, Seogwipo (2017)
Metadata
Title
Mechanomyography Spasticity Assessment of Flexor and Extensor Wrist Muscles for the Classification of Boccia Athletes in Para Sports: A Pilot Study
Authors
Elgison da Luz dos Santos
Maria de Fátima Fernandes Vara
Maira Ranciaro
Gustavo Tanaka Zelaga
Amanda Mayara Pereira Gomes
Isabel Cristina Bini
Guilherme Nunes Nogueira Neto
Eddy Krueger
Percy Nohama
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-30648-9_154