Problem Statement: In mechanomyography (MMG), crosstalk refers to the contamination of the signal from the muscle of interest by the signal from another muscle or muscle group that is in close proximity.

Purpose: The aim of the present study was two-fold: i) to quantify the level of crosstalk in the mechanomyographic (MMG) signals from the longitudinal (Lo), lateral (La) and transverse (Tr) axes of the extensor digitorum (ED), extensor carpi ulnaris (ECU) and flexor carpi ulnaris (FCU) muscles during isometric wrist flexion (WF) and extension (WE), radial (RD) and ulnar (UD) deviations; and ii) to analyze whether the three-directional MMG signals influence the level of crosstalk between the muscle groups during these wrist postures.

Methods: Twenty, healthy right-handed men (mean ± SD: age = 26.7±3.83 y; height = 174.47±6.3 cm; mass = 72.79±14.36 kg) participated in this study. During each wrist posture, the MMG signals propagated through the axes of the muscles were detected using three separate tri-axial accelerometers. The x-axis, y-axis, and z-axis of the sensor were placed in the Lo, La, and Tr directions with respect to muscle fibers. The peak cross-correlations were used to quantify the proportion of crosstalk between the different muscle groups.

Results: The average level of crosstalk in the MMG signals generated by the muscle groups ranged from: 34.28-69.69% for the Lo axis, 27.32-52.55% for the La axis and 11.38-25.55% for the Tr axis for all participants and their wrist postures. The Tr axes between the muscle groups showed significantly smaller crosstalk values for all wrist postures [F (2, 38) = 14-63, p<0.05, η2 = 0.416-0.769].

Significance: The results may be applied in the field of human movement research, especially for the examination of muscle mechanics during various types of the wrist postures.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4121292PMC
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0104280PLOS

Publication Analysis

Top Keywords

mmg signals
16
wrist postures
12
level crosstalk
12
muscle groups
12
longitudinal lateral
8
lateral transverse
8
transverse axes
8
crosstalk mechanomyographic
8
isometric wrist
8
muscle
8

Similar Publications

Article Synopsis
  • Deficient Anterior pituitary with common Variable Immune Deficiency (DAVID) syndrome is caused by heterozygous mutations leading to adrenocorticotropic hormone deficiency and immune system issues.
  • Researchers created pituitary organoids from edited human stem cells to study how specific genetic mutations affect pituitary development and found that these mutations significantly reduced the number of hormone-producing cells called corticotrophs.
  • The study identified changes in gene expression related to pituitary development and suggested that the observed mutations have a direct impact on endocrine function, classifying them as pathogenic for pituitary development.
View Article and Find Full Text PDF

Background Breast cancer (BC) is one of the leading causes of cancer death in females worldwide. Screening with mammography (MMG) is limited in low- and middle-income countries (LMICs). The implementation of an affordable and effective screening method is crucial.

View Article and Find Full Text PDF

In hand gesture recognition, classifying gestures across multiple arm postures is challenging due to the dynamic nature of muscle fibers and the need to capture muscle activity through electrical connections with the skin. This paper presents a gesture recognition architecture addressing the arm posture challenges using an unsupervised domain adaptation technique and a wearable mechanomyogram (MMG) device that does not require electrical contact with the skin. To deal with the transient characteristics of muscle activities caused by changing arm posture, Continuous Wavelet Transform (CWT) combined with Domain-Adversarial Convolutional Neural Networks (DACNN) were used to extract MMG features and classify hand gestures.

View Article and Find Full Text PDF

The goal of therapeutic cancer vaccines and immune checkpoint therapy (ICT) is to promote T cells with anti-tumor capabilities. Here, we compared mutant neoantigen (neoAg) peptide-based vaccines with ICT in preclinical models. NeoAg vaccines induce the most robust expansion of proliferating and stem-like PD-1TCF-1 neoAg-specific CD8 T cells in tumors.

View Article and Find Full Text PDF

Mechano-responses of quadriceps muscles evoked by transcranial magnetic stimulation.

Biomed Tech (Berl)

September 2024

Department of Biomedical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur, Malaysia.

Mechanomyography (MMG) may be used to quantify very small motor responses resulting from muscle activation, voluntary or involuntary. The purpose of this study was to investigate the MMG mean peak amplitude (MPA) and area under the curve (AUC) and the corresponding mechanical responses following delivery of transcranial magnetic stimulation (TMS) to the knee extensors. Fourteen adults (23 ± 1 years) received single TMS pulses at intensities from 30-80 % maximum stimulator output to elicit muscle responses in the relaxed knee extensors while seated.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!