Measuring complexity of muscle force control: Theoretical principles and clinical relevance in musculoskeletal research and practice

Musculoskeletal Science and Practice - Tập 64 - Trang 102725 - 2023
Nicholas C. Clark1, Jamie Pethick1, Deborah Falla2
1School of Sport, Rehabilitation, and Exercise Sciences, University of Essex, Wivenhoe Park, Colchester, Essex, CO4 3SQ, United Kingdom
2School of Sport, Exercise, and Rehabilitation Sciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, United Kingdom

Tài liệu tham khảo

Bali, 2012, Efficacy of immunohistological methods in detecting functionally viable mechanoreceptors in the remnant stumps of injured anterior cruciate ligaments and its clinical importance, Knee Surg. Sports Traumatol. Arthrosc., 20, 75, 10.1007/s00167-011-1526-9 Brownstone, 2010, Spinal interneurons providing input to the final common path during locomotion, Prog. Brain Res., 187, 81, 10.1016/B978-0-444-53613-6.00006-X Bruce, 2000 Chow, 2014, Variability, frequency composition, and complexity of submaximal isometric knee extension force from subacute to chronic stroke, Neuroscience, 273, 189, 10.1016/j.neuroscience.2014.05.018 Clark, 2015, Management of the sensorimotor system: the lower limb, 319 Clark, 2022, Variability and complexity of knee neuromuscular control during an isometric task in uninjured physically active adults: a secondary analysis exploring right/left and dominant/nondominant asymmetry, Appl. Sci., 12, 4762, 10.3390/app12094762 Clark, 2010, The knee, 407 Costa, 2002, Multiscale entropy analysis of complex physiologic time series, Phys. Rev. Lett., 89, 10.1103/PhysRevLett.89.068102 Crevecoeur, 2018, Long-latency reflexes for inter-effector coordination reflect a continuous state feedback controller, J. Neurophysiol., 120, 2466, 10.1152/jn.00205.2018 Enoka, 2021, Force steadiness: from motor units to voluntary actions, Physiology, 36, 114, 10.1152/physiol.00027.2020 Enoka, 2003, Mechanisms that contribute to differences in motor performance between young and old adults, J. Electromyogr. Kinesiol., 13, 1, 10.1016/S1050-6411(02)00084-6 Fino, 2016, Decreased high-frequency center-of-pressure complexity in recently concussed asymptomatic athletes, Gait Posture, 50, 69, 10.1016/j.gaitpost.2016.08.026 Furness, 1977, Long-lasting increases in the tremor of human hand muscles following brief, strong effort, J. Physiol., 265, 821, 10.1113/jphysiol.1977.sp011746 Galganski, 1993, Reduced control of motor output in a human hand muscle of elderly subjects during submaximal contractions, J. Neurophysiol., 69, 2108, 10.1152/jn.1993.69.6.2108 Goldberger, 2002, Fractal dynamics in physiology: alterations with disease and aging, Proceedings of the National Academy of Science USA, 99, 2466, 10.1073/pnas.012579499 Govaerts, 2021, Prevalence and incidence of work-related musculoskeletal disorders in secondary industries of 21st century Europe: a systematic review and meta-analysis, BMC Muscoskel. Disord., 22, 1 Hamberg-van Reenen, 2009, Age-related differences in muscular capacity among workers, Int. Arch. Occup. Environ. Health, 82, 115, 10.1007/s00420-009-0407-8 Hollman, 2021, Diminished neuromuscular system adaptability following anterior cruciate ligament injury: examination of knee muscle force variability and complexity, Clin. BioMech., 90, 10.1016/j.clinbiomech.2021.105513 Hootman, 2007, Epidemiology of collegiate injuries for 15 sports: summary and recommendations for injury prevention initiatives, J. Athl. Train., 42, 311 Johansson, 1986, Actions on gamma‐motoneurones elicited by electrical stimulation of joint afferent fibres in the hind limb of the cat, J. Physiol., 375, 137, 10.1113/jphysiol.1986.sp016110 Kandel, 2013, From nerve cells to cognition: the internal representations of space and action, 370 Kern, 2001, Long-term activity in upper-and lower-limb muscles of humans, J. Appl. Physiol., 91, 2224, 10.1152/jappl.2001.91.5.2224 Lephart, 2000, Introduction to the sensorimotor system Lipsitz, 1992, Loss of 'complexity' and aging. Potential applications of fractals and chaos theory to senescence, J. Am. Med. Assoc., 267, 1806, 10.1001/jama.1992.03480130122036 Lodha, 2010, Force control and degree of motor impairments in chronic stroke, Clin. Neurophysiol., 121, 1952, 10.1016/j.clinph.2010.04.005 Ludwig, 2015, Altered innervation pattern in ligaments of patients with basal thumb arthritis, J. Wrist Surg., 4, 284, 10.1055/s-0035-1564982 Macpherson, 2013, 935 McQuade, 2004, Anterior glenohumeral force/translation behavior with and without rotator cuff contraction during clinical stability testing, Clin. BioMech., 19, 10, 10.1016/j.clinbiomech.2003.09.011 Mear, 2023, Knee extensor force control as a predictor of dynamic balance in healthy adults, Gait Posture, 100, 230, 10.1016/j.gaitpost.2023.01.004 Nagamori, 2021, Force variability is mostly not motor noise: theoretical implications for motor control, PLoS Comput. Biol., 17, 10.1371/journal.pcbi.1008707 Nathan, 1990, The corticospinal tracts in man: course and location of fibres at different segmental levels, Brain, 113, 303, 10.1093/brain/113.2.303 Nathan, 1996, Vestibulospinal, reticulospinal and descending propriospinal nerve fibres in man, Brain, 119, 1809, 10.1093/brain/119.6.1809 Nowak, 2013, Force control in object manipulation—a model for the study of sensorimotor control strategies, Neurosci. Biobehav. Rev., 37, 1578, 10.1016/j.neubiorev.2013.06.003 Olmstead, 1986, Effect of muscular activity on valgus/varus laxity and stiffness of the knee, J. Biomech., 19, 565, 10.1016/0021-9290(86)90162-4 Ostry, 2003, A critical evaluation of the force control hypothesis in motor control, Exp. Brain Res., 153, 275, 10.1007/s00221-003-1624-0 Pain, 2006, The influence of soft tissue movement on ground reaction forces, joint torques and joint reaction forces in drop landings, J. Biomech., 1, 119, 10.1016/j.jbiomech.2004.10.036 Parker, 2017, The association between corticomotor excitability and motor skill learning in people with painful hand arthritis, Clin. J. Pain, 33, 222, 10.1097/AJP.0000000000000392 Pearson, 2013, Spinal reflexes, 790 Peng, 1994, Mosaic organization of DNA nucleotides, Phys. Rev., 49, 1685 Peng, 2009, Adaptive data analysis of complex fluctuations in physiologic time series, Adv. Adapt. Data Anal., 1, 61, 10.1142/S1793536909000035 Pethick, 2015, Fatigue reduces the complexity of knee extensor torque fluctuations during maximal and submaximal intermittent isometric contractions in man, J. Physiol., 593, 2085, 10.1113/jphysiol.2015.284380 Pethick, 2021, Did you know? Using entropy and fractal geometry to quantify fluctuations in physiological outputs, Acta Physiol., 233, 10.1111/apha.13670 Pethick, 2022, Aging and skeletal muscle force control: current perspectives and future directions, Scand. J. Med. Sci. Sports, 32, 1430, 10.1111/sms.14207 Pethick, 2022, Alterations in peripheral joint muscle force control in adults with musculoskeletal disease, injury, surgery, or arthroplasty: a systematic review and meta-analysis, J. Electromyogr. Kinesiol., 66, 10.1016/j.jelekin.2022.102696 Pincus, 1991, Approximate entropy as a measure of system complexity, Proceedings of the National Academy of Science USA, 88, 2297, 10.1073/pnas.88.6.2297 Richman, 2000, Physiological time-series analysis using approximate entropy and sample entropy, Am. J. Physiol. Heart Circ. Physiol., 278, H2039, 10.1152/ajpheart.2000.278.6.H2039 Riemann, 2002, The sensorimotor system, part I: the physiologic basis of functional joint stability, J. Athl. Train., 37, 71 Riemann, 2002, Sensorimotor system measurement techniques, J. Athl. Train., 37, 85 Rudenko, 2016, Skeletal muscle contraction in protecting joints and bones by absorbing mechanical impacts, Acoust Phys., 62, 615, 10.1134/S1063771016050134 Saccol, 2014, Shoulder rotator strength and torque steadiness in athletes with anterior shoulder instability or SLAP lesion, J. Sci. Med. Sport, 17, 463, 10.1016/j.jsams.2013.10.246 Seely, 2004, Complex systems and the technology of variability analysis, Crit. Care, 8, 1, 10.1186/cc2948 Sejdić, 2013, Necessity of noise in physiology and medicine, Comput. Methods Progr. Biomed., 111, 459, 10.1016/j.cmpb.2013.03.014 Shaffer, 2000, Effects of immobilization on plantar-flexion torque, fatigue resistance, and functional ability following an ankle fracture, Phys. Ther., 80, 769, 10.1093/ptj/80.8.769 Sherrington, 1906 Skurvydas, 2011, Extension and flexion torque variability in ACL deficiency, Knee Surg. Sports Traumatol. Arthrosc., 19, 1307, 10.1007/s00167-011-1425-0 Slifkin, 1999, Noise, information transmission, and force variability, J. Exp. Psychol., 25, 837 Stanislovaitienė, 2009, Feedback information affects accuracy and stability of continuous isometric contraction performed with different target force, Biologija, 55, 133, 10.2478/v10054-009-0020-5 Stergiou, 2011, Human movement variability, nonlinear dynamics, and pathology: is there a connection?, Hum. Mov. Sci., 30, 869, 10.1016/j.humov.2011.06.002 Stergiou, 2006, Optimal movement variability: a new theoretical perspective for neurologic physical therapy, J. Neurol. Phys. Ther., 30, 120, 10.1097/01.NPT.0000281949.48193.d9 Terada, 2016, Corticospinal excitability and inhibition of the soleus in individuals with chronic ankle instability, PM&R, 8, 1090, 10.1016/j.pmrj.2016.04.006 Tracy, 2007, Visuomotor contribution to force variability in the plantarflexor and dorsiflexor muscles, Hum. Mov. Sci., 26, 796, 10.1016/j.humov.2007.07.001 Vaillancourt, 2003, Aging and the time and frequency structure of force output variability, J. Appl. Physiol., 94, 903, 10.1152/japplphysiol.00166.2002 Vaillancourt, 2001, Regularity of force tremor in Parkinson's disease, Clin. Neurophysiol., 112, 1594, 10.1016/S1388-2457(01)00593-4 Valeriani, 1999, Clinical and neurophysiological abnormalities before and after reconstruction of the anterior cruciate ligament of the knee, Acta Neurol. Scand., 99, 303, 10.1111/j.1600-0404.1999.tb00680.x Veiga, 2011, Airflow pattern complexity and airway obstruction in asthma, J. Appl. Physiol., 111, 412, 10.1152/japplphysiol.00267.2011 Vos, 2017, Global, regional, and national incidence, prevalence, and years lived with disability for 328 diseases and injuries for 195 countries, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016, Lancet, 390, 1211, 10.1016/S0140-6736(17)32154-2 Wakeling, 2001, Muscle activity in the leg is tuned in response to ground reaction forces, J. Appl. Physiol., 91, 1307, 10.1152/jappl.2001.91.3.1307 Williams, 2001, Dynamic knee stability: current theory and implications for clinicians and scientists, J. Orthop. Sports Phys. Ther., 31, 546, 10.2519/jospt.2001.31.10.546 Wolpert, 2013, The organization and planning of movement, 744