Pathological tremor is defined as a rapid and rhythmic movement of a body part, involuntarily shown in individuals with neurological disorders (1). These patients revealed resting, action, and postural tremor with 4–12 Hz of oscillations interfering with activities of daily living. Thus, minimizing involuntary tremulous movements is an important goal for therapists and rehabilitation researchers.Medications and deep brain stimulation (DBS) were often investigated for improving pathological tremor. However, only 50% of patients after medications revealed positive treatment effects on reducing tremor and DBS intervention has still very expensive cost and possible risks during brain surgery (2). One alternative protocol is functional electrical stimulation (FES) that uses electrodes on the skin for electrically stimulating the desired motor nerves improving a weak or paralyzed muscle. FES is economical, portable, and easily accessible device, and this could be a viable option for the suppression of pathological tremor via modulating and enhancing intrinsic muscle properties and feedback loops (3). Given that no one determined the comprehensive contribution of FES to pathological tremor, we conducted meta-analysis to provide the quantitative evidence of pathological tremor changes after FES interventions.For study identification, we performed computerized literature searches using PubMed and Web of Science. Search keywords were: (a) functional electrical muscle stimulation and (b) tremor. Initial systematic literature search identified 83 potential articles, and we excluded 73 studies: (a) seven review article, (b) six animal studies, (d) 26 DBS articles, (e) 34 articles not related to our topic (e.g., simulation studies and no pathological tremor reported). Finally, total 10 studies met our inclusion criteria were analyzed (1–10).Ten qualified studies included patients with Parkinson’s disease, essential tremor, multiple sclerosis, and cerebellar tremor. Tremor changes were quantified by calculating changes in amplitude and power of tremor during either active movement or resting position. FES protocols were based on two different strategies (i.e., co-contraction vs. out-of-phase). Co-contraction strategy provides simultaneously continuous stimulation on antagonist muscles increasing the stiffness and viscosity of the tremulous limbs, and this co-activation reduces tremor oscillations. Out-of-phase strategy activates antagonist muscles when agonist muscles are involuntarily contracted. To compare effect sizes between the two different FES protocols, we performed moderator variable analysis.A random effects model meta-analysis revealed a significant overall effect sizes across 10 included studies (Hedges’g = 0.86 and P < 0.001; Fig. 1). Variability tests showed low level of heterogeneity (Q = 14.43 and P = 0.11; I2 = 37.61%). Further, publication bias was relatively minimal: (a) Begg and Mazumdar rank correlation: P = 0.07 and (b) three imputed values in a revised funnel plot (Fig. 2). Moderator variable analysis on two different FES protocols reported significant effect sizes. Specific results were: (a) co-contraction (Hedges’g = 0.85 and P < 0.001; Q = 6.87 and P = 0.23; I2 = 27.26%) and (b) out-of-phase (Hedges’g = 0.94 and P = 0.02; Q = 7.41 and P = 0.06; I2 = 59.52%).
Fig. 1:
Experimental characteristics and meta-analytic findings
Fig. 2:
A revised funnel plot after trim and fill technique
Experimental characteristics and meta-analytic findingsA revised funnel plot after trim and fill techniqueThe current meta-analytic findings on 113 patients support a proposition that FES intervention effectively reduced the level of tremor with minimal heterogeneity levels. Moderator variable analysis identified similar treatment effects of FES between co-contraction and out-of-phase strategies. However, the effect size for out-of-phase strategy needs to be cautiously interpreted because of relatively medium level of heterogeneity that might be influenced by different control system modulating timing of stimulating antagonist muscles. To the best of our knowledge, our meta-analytic results are the first to report overall positive effects of FES on pathological tremor. However, small number of participants, the absence of control groups, short-term treatment effects only reported, and potential fatigue and discomfort of stimulated muscles remain as limitations. As shown in a prior study that reported the effectiveness of a new Tremor’s Glove incorporating tremor detection module and FES on PDpatients (9), developing more convenient and adjusted FES system and identifying individualized stimulation protocols may contribute to optimizing the suppression of pathological tremor.
Authors: Lana Popović Maneski; Nikola Jorgovanović; Vojin Ilić; Strahinja Došen; Thierry Keller; Mirjana B Popović; Dejan B Popović Journal: Med Biol Eng Comput Date: 2011-07-14 Impact factor: 2.602
Authors: Strahinja Dosen; Silvia Muceli; Jakob Lund Dideriksen; Juan Pablo Romero; Eduardo Rocon; Jose Pons; Dario Farina Journal: IEEE Trans Neural Syst Rehabil Eng Date: 2014-07-15 Impact factor: 3.802