Shoes with active insoles mitigate declines in balance after fatigue

Fatigue can induce postural instability and even lead to falls. However, most current methods to delay or reduce fatigue require long preparatory time, or large and expensive equipment. We propose a convenient method to alleviate postural instability due to fatigue. We paid attention to that fatigue and aging share similar neurophysiological deterioration of sensory-motor function. Considering that stochastic resonance via sub-sensory mechanical vibration increases postural stability in the elderly, we propose that sub-sensory insole vibration reduces the negative effect of fatigue on postural control. We performed experiments with 21 young and healthy adult participants, and demonstrated that insole vibration compensates for the loss of balance ability due to fatigue. The sub-sensory insole vibration restored both the area of center of pressure and the complexity of the time series of the motor output after fatigue to the pre-fatigue levels. The insole units generating the vibration were completely concealed in shoes and controlled by a smart phone. This compact implementation contrasts with the cumbersome procedure of current solutions to fatigue-induced postural instability.

[1]  S. Morrison,et al.  Walking-Induced Fatigue Leads to Increased Falls Risk in Older Adults. , 2016, Journal of the American Medical Directors Association.

[2]  Amir Pourmoghaddam,et al.  Effects of aging and tactile stochastic resonance on postural performance and postural control in a sensory conflict task , 2015, Somatosensory & motor research.

[3]  M. Kaufman,et al.  Effect of metabolic products of muscular contraction on discharge of group III and IV afferents. , 1988, Journal of applied physiology.

[4]  D. Kenshalo Somesthetic sensitivity in young and elderly humans. , 1986, Journal of gerontology.

[5]  Jeffrey M. Hausdorff,et al.  Altered fractal dynamics of gait: reduced stride-interval correlations with aging and Huntington's disease. , 1997, Journal of applied physiology.

[6]  John Jeka,et al.  Stochastic resonance stimulation improves balance in children with cerebral palsy: a case control study , 2018, Journal of NeuroEngineering and Rehabilitation.

[7]  S. Gandevia Spinal and supraspinal factors in human muscle fatigue. , 2001, Physiological reviews.

[8]  Amir Pourmoghaddam,et al.  Do Aging and Tactile Noise Stimulation Affect Responses to Support Surface Translations in Healthy Adults? , 2016, Current gerontology and geriatrics research.

[9]  M. J. Hartman,et al.  The effect of beta-alanine supplementation on neuromuscular fatigue in elderly (55–92 Years): a double-blind randomized study , 2008, Journal of the International Society of Sports Nutrition.

[10]  S. Garland,et al.  Role of muscle afferents in the inhibition of motoneurons during fatigue. , 1995, Advances in experimental medicine and biology.

[11]  Manuel Montero-Odasso,et al.  Noise-enhanced vibrotactile sensitivity in older adults, patients with stroke, and patients with diabetic neuropathy. , 2002, Archives of physical medicine and rehabilitation.

[12]  L. M. Ward,et al.  Touch Noise Increases Vibrotactile Sensitivity in Old and Young , 2005, Psychological science.

[13]  F. Horak Postural orientation and equilibrium: what do we need to know about neural control of balance to prevent falls? , 2006, Age and ageing.

[14]  M. Burns,et al.  Case-Control Study , 2020, Definitions.

[15]  Jaap H van Dieën,et al.  Effect of muscle fatigue and physical activity level in motor control of the gait of young adults. , 2013, Gait & posture.

[16]  R. Johansson,et al.  Reflex origin for the slowing of motoneurone firing rates in fatigue of human voluntary contractions. , 1986, The Journal of physiology.

[17]  Dagmar Sternad,et al.  Complexity of human postural control in young and older adults during prolonged standing , 2008, Experimental Brain Research.

[18]  T. Meyer,et al.  Is determination of exercise intensities as percentages of VO2max or HRmax adequate? , 1999, Medicine and science in sports and exercise.

[19]  Romuald Lepers,et al.  Posture control after prolonged exercise , 1997, European Journal of Applied Physiology and Occupational Physiology.

[20]  E. Gutmann,et al.  Basic mechanisms of aging in the neuromuscular system. , 1973, Mechanisms of ageing and development.

[21]  D. Allen,et al.  Skeletal muscle fatigue: cellular mechanisms. , 2008, Physiological reviews.

[22]  Jung Yong Kim,et al.  South Korean anthropometric data and survey methodology: ‘Size Korea’ project , 2017, Ergonomics.

[23]  Jorge M. Serrador,et al.  Improving balance function using vestibular stochastic resonance: optimizing stimulus characteristics , 2011, Experimental Brain Research.

[24]  J. Nadal,et al.  Calculation of area of stabilometric signals using principal component analysis , 1996, Physiological measurement.

[25]  Thomas T. Imhoff,et al.  Noise-enhanced tactile sensation , 1996, Nature.

[26]  D G Pelli,et al.  Effects of noise on detection of amplitude increments of sinusoidal vibration of the skin. , 1992, The Journal of the Acoustical Society of America.

[27]  Gerardo Rojas-Piloni,et al.  Stochastic Resonance within the Somatosensory System: Effects of Noise on Evoked Field Potentials Elicited by Tactile Stimuli , 2003, The Journal of Neuroscience.

[28]  Hirofumi Tanaka,et al.  Age-predicted maximal heart rate revisited. , 2001, Journal of the American College of Cardiology.

[29]  E Otero-Siliceo,et al.  Is it healthy to be chaotic? , 2003, Medical hypotheses.

[30]  A J Fuglevand,et al.  Impairment of neuromuscular propagation during human fatiguing contractions at submaximal forces. , 1993, The Journal of physiology.

[31]  R. Lopes-Martins,et al.  Effect of cluster multi‐diode light emitting diode therapy (LEDT) on exercise‐induced skeletal muscle fatigue and skeletal muscle recovery in humans , 2009, Lasers in surgery and medicine.

[32]  E. C. Conchola,et al.  Effects of neuromuscular fatigue on the electromechanical delay of the leg extensors and flexors in young and old men , 2013, European Journal of Applied Physiology.

[33]  M Schieppati,et al.  Influence of aging on leg muscle reflex responses to stance perturbation. , 1995, Archives of physical medicine and rehabilitation.

[34]  Frank Huethe,et al.  Improved Sensorimotor Performance via Stochastic Resonance , 2012, The Journal of Neuroscience.

[35]  Nicholas D. J. Strzalkowski,et al.  Foot sole skin vibration perceptual thresholds are elevated in a standing posture compared to sitting. , 2016, Gait & posture.

[36]  A. Vandervoort Aging of the human neuromuscular system , 2002, Muscle & nerve.

[37]  C. Rice,et al.  Neuromuscular fatigue and aging: Central and peripheral factors , 2002, Muscle & nerve.

[38]  M Schieppati,et al.  Fatigue effects on body balance. , 1997, Electroencephalography and clinical neurophysiology.

[39]  J. Oñate,et al.  Differential effects of fatigue on movement variability. , 2014, Gait & posture.

[40]  L. Lipsitz Dynamics of stability: the physiologic basis of functional health and frailty. , 2002, The journals of gerontology. Series A, Biological sciences and medical sciences.

[41]  Robert C. Wolpert,et al.  A Review of the , 1985 .

[42]  Thierry Paillard,et al.  Effects of general and local fatigue on postural control: A review , 2012, Neuroscience & Biobehavioral Reviews.

[43]  E Cafarelli,et al.  Effects of caffeine on neuromuscular function. , 1999, Journal of applied physiology.

[44]  Bethany J. Wilcox,et al.  Baseline-dependent effect of noise-enhanced insoles on gait variability in healthy elderly walkers. , 2012, Gait & posture.

[45]  Michael R Hamblin,et al.  Low-level laser (light) therapy (LLLT) on muscle tissue: performance, fatigue and repair benefited by the power of light , 2012, Photonics & lasers in medicine.

[46]  R. Moe-Nilssen,et al.  Physical fatigue affects gait characteristics in older persons. , 2007, The journals of gerontology. Series A, Biological sciences and medical sciences.

[47]  L M Ward,et al.  Statistical analysis of stochastic resonance in a simple setting. , 1999, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[48]  Brad Manor,et al.  A shoe insole delivering subsensory vibratory noise improves balance and gait in healthy elderly people. , 2015, Archives of physical medicine and rehabilitation.

[49]  George E. Stelmach,et al.  Sensorimotor impairment in the elderly , 1993 .

[50]  Jay Hertel,et al.  Effect of hip and ankle muscle fatigue on unipedal postural control. , 2004, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.

[51]  Karen Davranche,et al.  Critical Flicker Frequency Threshold Increment After an Exhausting Exercise , 2005 .

[52]  C. Peng,et al.  Mosaic organization of DNA nucleotides. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[53]  Michelle Mielke,et al.  Effects of Arginine-Based Supplements on the Physical Working Capacity at the Fatigue Threshold , 2010, Journal of strength and conditioning research.

[54]  Frank Moss,et al.  Noise in human muscle spindles , 1996, Nature.

[55]  M. Deschenes,et al.  Motor unit and neuromuscular junction remodeling with aging. , 2011, Current aging science.

[56]  Jay Hertel,et al.  The Effects of Fatigue and Chronic Ankle Instability on Dynamic Postural Control. , 2010, Journal of athletic training.

[57]  Eugen Gallasch,et al.  Myoelectric Signs of Muscle Fatigue and Physiological Tremor from Childhood to Seniority , 1993 .

[58]  L. Griffin,et al.  Reflex gain of muscle spindle pathways during fatigue , 2007, Experimental Brain Research.

[59]  Attila Priplata,et al.  Noise-enhanced human balance control. , 2002, Physical review letters.

[60]  Jeffrey M. Hausdorff,et al.  Fractal dynamics in physiology: Alterations with disease and aging , 2002, Proceedings of the National Academy of Sciences of the United States of America.