On the Effect of Vibrotactile Stimulation in Essential Tremor

被引:0
|
作者
Cabral, Ariana Moura [1 ]
Lora-Millan, Julio Salvador [2 ]
Pereira, Adriano Alves [1 ]
Rocon, Eduardo [3 ]
Andrade, Adriano de Oliveira [1 ]
机构
[1] Univ Fed Uberlandia, Fac Elect Engn, Ctr Innovat & Technol Assessment Hlth, Postgrad Program Elect & Biomed Engn, BR-38400902 Uberlandia, Brazil
[2] Rey Juan Carlos Univ, Elect Technol Dept, Madrid 28922, Spain
[3] CSIC UPM, Ctr Automat & Robot CAR, BioRobot Grp, Madrid 28500, Spain
关键词
essential tremor; vibrotactile stimulation; gyroscope; wavelet; approximate entropy; frequency analysis;
D O I
10.3390/healthcare12040448
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
(1) Background: Vibrotactile stimulation has been studied for tremor, but there is little evidence for Essential Tremor (ET). (2) Methods: This research employed a dataset from a previous study, with data collected from 18 individuals subjected to four vibratory stimuli. To characterise tremor changes before, during, and after stimuli, time and frequency domain features were estimated from the signals. Correlation and regression analyses verified the relationship between features and clinical tremor scores. (3) Results: Individuals responded differently to vibrotactile stimulation. The 250 Hz stimulus was the only one that reduced tremor amplitude after stimulation. Compared to the baseline, the 250 Hz and random frequency stimulation reduced tremor peak power. The clinical scores and amplitude-based features were highly correlated, yielding accurate regression models (mean squared error of 0.09). (4) Conclusions: The stimulation frequency of 250 Hz has the greatest potential to reduce tremors in ET. The accurate regression model and high correlation between estimated features and clinical scales suggest that prediction models can automatically evaluate and control stimulus-induced tremor. A limitation of this research is the relatively reduced sample size.
引用
收藏
页数:35
相关论文
共 50 条
  • [1] Effect of stimulation frequency on tremor suppression in essential tremor
    Ushe, M
    Mink, JW
    Revilla, FJ
    Wernle, A
    Gibson, PS
    McGee-Minnich, L
    Hong, M
    Rich, KM
    Lyons, KE
    Pahwa, R
    Perlmutter, JS
    MOVEMENT DISORDERS, 2004, 19 (10) : 1163 - 1168
  • [2] Effect of vagus nerve stimulation on essential tremor
    Handforth, A
    Ondo, WG
    Tatter, S
    Mathern, GW
    Simpson, RK
    Walker, F
    Sutton, JP
    Hubble, JP
    Jankovic, J
    NEUROLOGY, 2000, 54 (07) : A238 - A238
  • [3] Thalamic stimulation in essential tremor
    Limousin-Dowsey, P
    LANCET NEUROLOGY, 2004, 3 (02): : 80 - 80
  • [4] Subthalamic stimulation for essential tremor
    Plaha, P
    JOURNAL OF NEUROSURGERY, 2004, 100 (04) : 776 - 776
  • [5] Subthalamic stimulation for essential tremor
    Lind, Goran
    Schechtmann, Gaston
    Lind, Charlotta
    Winter, Jaleh
    Meyerson, Bjorn A.
    Linderoth, Bengt
    STEREOTACTIC AND FUNCTIONAL NEUROSURGERY, 2008, 86 (04) : 253 - 258
  • [6] Effect of Ventral Intermediate Nucleus Deep Brain Stimulation on Vocal Tremor in Essential Tremor
    Ruckart, Kathryn W.
    Wilson, Caroline
    Moya-Mendez, Mary E.
    Madden, Lyndsay L.
    Laxton, Adrian
    Siddiqui, Mustafa S.
    TREMOR AND OTHER HYPERKINETIC MOVEMENTS, 2023, 13
  • [7] The effect of deep brain stimulation in a computational model of essential tremor
    Yousif, N.
    Mace, M.
    Pavese, N.
    Al-Rasheed, S.
    Borisyuk, R.
    Bain, P.
    Nandi, D.
    MOVEMENT DISORDERS, 2017, 32
  • [8] Thalamic Deep Brain Stimulation in Essential Tremor Plus Is as Effective as in Essential Tremor
    Steffen, Julia K.
    Jergas, Hannah
    Petry-Schmelzer, Jan N.
    Dembek, Till A.
    Thies, Tabea
    Jost, Stefanie T.
    Dafsari, Haidar S.
    Kessler, Josef
    Wirths, Jochen
    Fink, Gereon R.
    Visser-Vandewalle, Veerle
    Barbe, Michael T.
    BRAIN SCIENCES, 2020, 10 (12) : 1 - 9
  • [9] Dentate nucleus stimulation for essential tremor
    Paraguay, Isabela Bruzzi
    Franca, Carina
    Duarte, Kleber Paiva
    Diniz, Juliete Melo
    Galhardoni, Ricardo
    Silva, Valquiria
    Iglesio, Ricardo
    Bissoli, Andre Bortolon
    Menezes, Janaina Reis
    Carra, Rafael Bernhart
    Lepski, Guilherme
    Barbosa, Egberto Reis
    de Andrade, Daniel Ciampi
    Teixeira, Manoel Jacobsen
    Cury, Rubens Gisbert
    PARKINSONISM & RELATED DISORDERS, 2021, 82 : 121 - 122
  • [10] Deep brain stimulation and essential tremor
    Lyons, KE
    Pahwa, R
    JOURNAL OF CLINICAL NEUROPHYSIOLOGY, 2004, 21 (01) : 2 - 5