Using Portable Ultrasound to Monitor the Neuromuscular Reactivity to Low-Frequency Electrical Stimulation
Neuromuscular electrical stimulation (NMES) is useful for muscle strengthening and for motor restoration of stroke patients. Using a portable ultrasound instrument, we developed an M-mode imaging protocol to visualize contractions elicited by NMES in the quadriceps muscle group. To quantify muscle a...
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doaj-03ccb62aeada40d08ed36f097d2bcae42021-01-04T00:01:23ZengMDPI AGDiagnostics2075-44182021-01-0111656510.3390/diagnostics11010065Using Portable Ultrasound to Monitor the Neuromuscular Reactivity to Low-Frequency Electrical StimulationAlin Petraş0Răzvan Gabriel Drăgoi1Vasile Pupazan2Mihai Drăgoi3Daniel Popa4Adrian Neagu5Department of Medical Rehabilitation, Balneology and Rheumatology, Victor Babeş University of Medicine and Pharmacy Timişoara, 300041 Timişoara, RomaniaDepartment of Medical Rehabilitation, Balneology and Rheumatology, Victor Babeş University of Medicine and Pharmacy Timişoara, 300041 Timişoara, RomaniaDepartment of Functional Sciences, Victor Babeş University of Medicine and Pharmacy Timişoara, 300041Timişoara, RomaniaDepartment of Medical Rehabilitation, Balneology and Rheumatology, Victor Babeş University of Medicine and Pharmacy Timişoara, 300041 Timişoara, RomaniaDepartment of Medical Rehabilitation, Balneology and Rheumatology, Victor Babeş University of Medicine and Pharmacy Timişoara, 300041 Timişoara, RomaniaDepartment of Functional Sciences, Victor Babeş University of Medicine and Pharmacy Timişoara, 300041Timişoara, RomaniaNeuromuscular electrical stimulation (NMES) is useful for muscle strengthening and for motor restoration of stroke patients. Using a portable ultrasound instrument, we developed an M-mode imaging protocol to visualize contractions elicited by NMES in the quadriceps muscle group. To quantify muscle activation, we performed digital image processing based on the Teager–Kaiser energy operator. The proposed method was applied for 35 voluntary patients (18 women and 17 men), of 63.8 ± 14.1 years and body mass index (BMI) 30.2 ± 6.70 kg/m<sup>2</sup> (mean ± standard deviation). Biphasic, rectangular electric pulses of 350 µs duration were applied at two frequencies (60 Hz and 120 Hz), and ultrasound was used to assess the sensory threshold (ST) and motor threshold (MT) amplitude of the NMES signal. The MT was 23.4 ± 4.94 mA, whereas the MT to ST ratio was 2.69 ± 0.57. Linear regression analysis revealed that MT correlates poorly with body mass index (R<sup>2</sup> = 0.004) or with the thickness of the subcutaneous adipose tissue layer that covers the treated muscle (R<sup>2</sup> = 0.013). Our work suggests that ultrasound is suitable to visualize neuromuscular reactivity during electrotherapy. The proposed method can be used in the clinic, enabling the physiotherapist to establish personalized treatment parameters.https://www.mdpi.com/2075-4418/11/1/65M-mode scanmuscle activationTeager–Kaiser energy operator (TKEO)electrotherapysensory thresholdmotor threshold |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Alin Petraş Răzvan Gabriel Drăgoi Vasile Pupazan Mihai Drăgoi Daniel Popa Adrian Neagu |
spellingShingle |
Alin Petraş Răzvan Gabriel Drăgoi Vasile Pupazan Mihai Drăgoi Daniel Popa Adrian Neagu Using Portable Ultrasound to Monitor the Neuromuscular Reactivity to Low-Frequency Electrical Stimulation Diagnostics M-mode scan muscle activation Teager–Kaiser energy operator (TKEO) electrotherapy sensory threshold motor threshold |
author_facet |
Alin Petraş Răzvan Gabriel Drăgoi Vasile Pupazan Mihai Drăgoi Daniel Popa Adrian Neagu |
author_sort |
Alin Petraş |
title |
Using Portable Ultrasound to Monitor the Neuromuscular Reactivity to Low-Frequency Electrical Stimulation |
title_short |
Using Portable Ultrasound to Monitor the Neuromuscular Reactivity to Low-Frequency Electrical Stimulation |
title_full |
Using Portable Ultrasound to Monitor the Neuromuscular Reactivity to Low-Frequency Electrical Stimulation |
title_fullStr |
Using Portable Ultrasound to Monitor the Neuromuscular Reactivity to Low-Frequency Electrical Stimulation |
title_full_unstemmed |
Using Portable Ultrasound to Monitor the Neuromuscular Reactivity to Low-Frequency Electrical Stimulation |
title_sort |
using portable ultrasound to monitor the neuromuscular reactivity to low-frequency electrical stimulation |
publisher |
MDPI AG |
series |
Diagnostics |
issn |
2075-4418 |
publishDate |
2021-01-01 |
description |
Neuromuscular electrical stimulation (NMES) is useful for muscle strengthening and for motor restoration of stroke patients. Using a portable ultrasound instrument, we developed an M-mode imaging protocol to visualize contractions elicited by NMES in the quadriceps muscle group. To quantify muscle activation, we performed digital image processing based on the Teager–Kaiser energy operator. The proposed method was applied for 35 voluntary patients (18 women and 17 men), of 63.8 ± 14.1 years and body mass index (BMI) 30.2 ± 6.70 kg/m<sup>2</sup> (mean ± standard deviation). Biphasic, rectangular electric pulses of 350 µs duration were applied at two frequencies (60 Hz and 120 Hz), and ultrasound was used to assess the sensory threshold (ST) and motor threshold (MT) amplitude of the NMES signal. The MT was 23.4 ± 4.94 mA, whereas the MT to ST ratio was 2.69 ± 0.57. Linear regression analysis revealed that MT correlates poorly with body mass index (R<sup>2</sup> = 0.004) or with the thickness of the subcutaneous adipose tissue layer that covers the treated muscle (R<sup>2</sup> = 0.013). Our work suggests that ultrasound is suitable to visualize neuromuscular reactivity during electrotherapy. The proposed method can be used in the clinic, enabling the physiotherapist to establish personalized treatment parameters. |
topic |
M-mode scan muscle activation Teager–Kaiser energy operator (TKEO) electrotherapy sensory threshold motor threshold |
url |
https://www.mdpi.com/2075-4418/11/1/65 |
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