Electromyography Parameters to Discriminate Hand Osteoarthritis and Infer Their Functional Impact.


Journal

Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366

Informations de publication

Date de publication:
18 Oct 2024
Historique:
received: 07 09 2024
revised: 13 10 2024
accepted: 15 10 2024
medline: 26 10 2024
pubmed: 26 10 2024
entrez: 26 10 2024
Statut: epublish

Résumé

Surface-electromyography (sEMG) allows investigators to detect differences in muscle activation due to hand pathologies. However, its use as a functional indicator and the challenges related to the required normalization have not been fully addressed. This study aimed to use forearm muscle sEMG signals to distinguish between healthy individuals and patients with hand osteoarthritis (HOA). sEMG data were collected from seven sensors on the forearms of twenty-one healthy women and twenty women with HOA during the Sollerman test. Amplitude-based parameters (median and range) were normalized using three methods: maximum signals during Sollerman tasks (MAX), during maximum voluntary contraction tasks (MVC), and during maximum effort grasping (GRASP). Waveform parameters (new-zero-crossing and enhanced-wavelength) were also considered. MVC and GRASP resulted in higher values in patients. Discriminant analysis showed the worst success rates in predicting HOA for amplitude-based parameters, requiring extra tasks for normalization (MVC or GRASP), while when using both amplitude (MAX) and waveform parameters and only Sollerman tasks, the success rate reached 90.2% Results show the importance of normalization methods, highlight the potential of waveform parameters as reliable pathology indicators, and suggest sEMG as a diagnostic tool. Additionally, the comparison of sEMG parameters allows the functional impact of suffering from HOA to be inferred.

Identifiants

pubmed: 39460187
pii: s24206706
doi: 10.3390/s24206706
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : Universitat Jaume I of Castelló (SPAIN)
ID : UJI-A2021-03
Organisme : Regional Government of the Comunitat Valenciana (SPAIN)
ID : CIBEST/2023/202

Auteurs

Verónica Gracia-Ibáñez (V)

Department of Mechanical Engineering and Construction, Universitat Jaume I, 12071 Castelló de la Plana, Spain.

Mahdi Mohseni (M)

Department of Bioengineering, Imperial College London, London SW7 2AZ, UK.

Angela E Kedgley (AE)

Department of Bioengineering, Imperial College London, London SW7 2AZ, UK.

Néstor J Jarque-Bou (NJ)

Department of Mechanical Engineering and Construction, Universitat Jaume I, 12071 Castelló de la Plana, Spain.

Pablo Granell (P)

Consorci Hospitalari Provincial de Castelló, Av. del Dr. Clarà, 19, 12002 Castelló de la Plana, Spain.

Margarita Vergara (M)

Department of Mechanical Engineering and Construction, Universitat Jaume I, 12071 Castelló de la Plana, Spain.

Joaquín L Sancho-Bru (JL)

Department of Mechanical Engineering and Construction, Universitat Jaume I, 12071 Castelló de la Plana, Spain.

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Classifications MeSH