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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Main Authors: Alin Petraş, Răzvan Gabriel Drăgoi, Vasile Pupazan, Mihai Drăgoi, Daniel Popa, Adrian Neagu
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Diagnostics
Subjects:
Online Access:https://www.mdpi.com/2075-4418/11/1/65
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spelling 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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