Skip to main content
Top
Published in: Experimental Brain Research 3/2008

01-11-2008 | Research Article

Complexity of human postural control in young and older adults during prolonged standing

Authors: Marcos Duarte, Dagmar Sternad

Published in: Experimental Brain Research | Issue 3/2008

Login to get access

Abstract

Aging is known to have a degrading influence on many structures and functions of the human sensorimotor system. The present work assessed aging-related changes in postural sway using fractal and complexity measures of the center of pressure (COP) dynamics with the hypothesis that complexity and fractality decreases in the older individuals. Older subjects (68 ± 4 years) and young adult subjects (28 ± 7 years) performed a quiet stance task (60 s) and a prolonged standing task (30 min) where subjects were allowed to move freely. Long-range correlations (fractality) of the data were estimated by the detrended fluctuation analysis (DFA); changes in entropy were estimated by the multi-scale entropy (MSE) measure. The DFA results showed that the fractal dimension was lower for the older subjects in comparison to the young adults but the fractal dimensions of both groups were not different from a 1/f noise, for time intervals between 10 and 600 s. The MSE analysis performed with the typically applied adjustment to the criterion distance showed a higher degree of complexity in the older subjects, which is inconsistent with the hypothesis that complexity in the human physiological system decreases with aging. The same MSE analysis performed without adjustment showed no differences between the groups. Taken all results together, the decrease in total postural sway and long-range correlations in older individuals are signs of an adaptation process reflecting the diminishing ability to generate adequate responses on a longer time scale.
Literature
go back to reference Bridger RS (1991) Some fundamental aspects of posture related to ergonomics. Int J Ind Ergon 8:3–15CrossRef Bridger RS (1991) Some fundamental aspects of posture related to ergonomics. Int J Ind Ergon 8:3–15CrossRef
go back to reference Cabrera JL, Milton JG (2004) Human stick balancing: tuning Levy flights to improve balance control. Chaos 14:691–698PubMedCrossRef Cabrera JL, Milton JG (2004) Human stick balancing: tuning Levy flights to improve balance control. Chaos 14:691–698PubMedCrossRef
go back to reference Collins JJ, De Luca CJ (1993) Open-loop and closed-loop control of posture: a random-walk analysis of center-of-pressure trajectories. Exp Brain Res 95:308–318PubMedCrossRef Collins JJ, De Luca CJ (1993) Open-loop and closed-loop control of posture: a random-walk analysis of center-of-pressure trajectories. Exp Brain Res 95:308–318PubMedCrossRef
go back to reference Costa M, Goldberger AL, Peng CK (2002) Multiscale entropy analysis of complex physiologic time series. Phys Rev Lett 89:068102PubMedCrossRef Costa M, Goldberger AL, Peng CK (2002) Multiscale entropy analysis of complex physiologic time series. Phys Rev Lett 89:068102PubMedCrossRef
go back to reference Costa M, Goldberger AL, Peng CK (2005) Multiscale entropy analysis of biological signals. Phys Rev E Stat Nonlin Soft Matter Phys 71:021906PubMed Costa M, Goldberger AL, Peng CK (2005) Multiscale entropy analysis of biological signals. Phys Rev E Stat Nonlin Soft Matter Phys 71:021906PubMed
go back to reference Costa M, Priplata AA, Lipsitz LA, Wu Z, Huang NE, Goldberger AL, Peng CK (2007) Noise and poise: enhancement of postural complexity in the elderly with a stochastic-resonance-based therapy. Europhys Lett 77:68008PubMedCrossRef Costa M, Priplata AA, Lipsitz LA, Wu Z, Huang NE, Goldberger AL, Peng CK (2007) Noise and poise: enhancement of postural complexity in the elderly with a stochastic-resonance-based therapy. Europhys Lett 77:68008PubMedCrossRef
go back to reference Dijkstra TMH (2000) A gentle introduction to the dynamic set-point model of human postural control during perturbed stance. Hum Mov Sci 19:567–595CrossRef Dijkstra TMH (2000) A gentle introduction to the dynamic set-point model of human postural control during perturbed stance. Hum Mov Sci 19:567–595CrossRef
go back to reference Duarte M, Zatsiorsky VM (1999) Patterns of center of pressure migration during prolonged unconstrained standing. Motor Control 3:12–27PubMed Duarte M, Zatsiorsky VM (1999) Patterns of center of pressure migration during prolonged unconstrained standing. Motor Control 3:12–27PubMed
go back to reference Duarte M, Zatsiorsky VM (2000) On the fractal properties of natural human standing. Neurosci Lett 283:173–176PubMedCrossRef Duarte M, Zatsiorsky VM (2000) On the fractal properties of natural human standing. Neurosci Lett 283:173–176PubMedCrossRef
go back to reference Duarte M, Zatsiorsky VM (2001) Long-range correlations in human standing. Phys Lett A 283:124–128CrossRef Duarte M, Zatsiorsky VM (2001) Long-range correlations in human standing. Phys Lett A 283:124–128CrossRef
go back to reference Duarte M, Harvey W, Zatsiorsky VM (2000) Stabilographic analysis of unconstrained standing. Ergonomics 43:1824–1839PubMedCrossRef Duarte M, Harvey W, Zatsiorsky VM (2000) Stabilographic analysis of unconstrained standing. Ergonomics 43:1824–1839PubMedCrossRef
go back to reference Feder J (1988) Fractals. Plenum Press, New York Feder J (1988) Fractals. Plenum Press, New York
go back to reference Freitas SM, Wieczorek SA, Marchetti PH, Duarte M (2005) Age-related changes in human postural control of prolonged standing. Gait Posture 22:322–330PubMedCrossRef Freitas SM, Wieczorek SA, Marchetti PH, Duarte M (2005) Age-related changes in human postural control of prolonged standing. Gait Posture 22:322–330PubMedCrossRef
go back to reference Gell-Mann M (1995) What is complexity? Complexity 1:16–19 Gell-Mann M (1995) What is complexity? Complexity 1:16–19
go back to reference Goldberger AL, Amaral LA, Hausdorff JM, Ivanov P, Peng CK, Stanley HE (2002a) Fractal dynamics in physiology: alterations with disease and aging. Proc Natl Acad Sci USA 99(Suppl 1):2466–2472PubMedCrossRef Goldberger AL, Amaral LA, Hausdorff JM, Ivanov P, Peng CK, Stanley HE (2002a) Fractal dynamics in physiology: alterations with disease and aging. Proc Natl Acad Sci USA 99(Suppl 1):2466–2472PubMedCrossRef
go back to reference Goldberger AL, Peng CK, Lipsitz LA (2002b) What is physiologic complexity and how does it change with aging and disease? Neurobiol Aging 23:23–26PubMedCrossRef Goldberger AL, Peng CK, Lipsitz LA (2002b) What is physiologic complexity and how does it change with aging and disease? Neurobiol Aging 23:23–26PubMedCrossRef
go back to reference Havlin S, Blumberg Selinger R, Schwartz M, Stanley HE, Bunde A (1988) Random multiplicative processes and transport in structures with correlated spatial disorder. Phys Rev Lett 61:1438–1441PubMedCrossRef Havlin S, Blumberg Selinger R, Schwartz M, Stanley HE, Bunde A (1988) Random multiplicative processes and transport in structures with correlated spatial disorder. Phys Rev Lett 61:1438–1441PubMedCrossRef
go back to reference Horak FB, Shupert CL, Mirka A (1989) Components of postural dyscontrol in the elderly: a review. Neurobiol Aging 10:727–738PubMedCrossRef Horak FB, Shupert CL, Mirka A (1989) Components of postural dyscontrol in the elderly: a review. Neurobiol Aging 10:727–738PubMedCrossRef
go back to reference Lipsitz LA (2002) Dynamics of stability: the physiologic basis of functional health and frailty. J Gerontol A Biol Sci Med Sci 57:B115–B125PubMed Lipsitz LA (2002) Dynamics of stability: the physiologic basis of functional health and frailty. J Gerontol A Biol Sci Med Sci 57:B115–B125PubMed
go back to reference Lipsitz LA (2004) Physiological complexity, aging, and the path to frailty. Sci Aging Knowl Environ 2004:pe16CrossRef Lipsitz LA (2004) Physiological complexity, aging, and the path to frailty. Sci Aging Knowl Environ 2004:pe16CrossRef
go back to reference Lipsitz LA, Goldberger AL (1992) Loss of ‘complexity’ and aging. Potential applications of fractals and chaos theory to senescence. JAMA 267:1806–1809PubMedCrossRef Lipsitz LA, Goldberger AL (1992) Loss of ‘complexity’ and aging. Potential applications of fractals and chaos theory to senescence. JAMA 267:1806–1809PubMedCrossRef
go back to reference Maurer C, Peterka RJ (2005) A new interpretation of spontaneous sway measures based on a simple model of human postural control. J Neurophysiol 93:189–200PubMedCrossRef Maurer C, Peterka RJ (2005) A new interpretation of spontaneous sway measures based on a simple model of human postural control. J Neurophysiol 93:189–200PubMedCrossRef
go back to reference Peng CK, Havlin S, Stanley HE, Goldberger AL (1995) Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time series. Chaos 5:82–87PubMedCrossRef Peng CK, Havlin S, Stanley HE, Goldberger AL (1995) Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time series. Chaos 5:82–87PubMedCrossRef
go back to reference Pincus SM (1991) Approximate entropy as a measure of system complexity. Proc Natl Acad Sci USA 88:2297–2301PubMedCrossRef Pincus SM (1991) Approximate entropy as a measure of system complexity. Proc Natl Acad Sci USA 88:2297–2301PubMedCrossRef
go back to reference Richman JS, Moorman JR (2000) Physiological time-series analysis using approximate entropy and sample entropy. Am J Physiol Heart Circ Physiol 278:H2039–H2049PubMed Richman JS, Moorman JR (2000) Physiological time-series analysis using approximate entropy and sample entropy. Am J Physiol Heart Circ Physiol 278:H2039–H2049PubMed
go back to reference Roerdink M, De Haart M, Daffertshofer A, Donker SF, Geurts AC, Beek PJ (2006) Dynamical structure of center-of-pressure trajectories in patients recovering from stroke. Exp Brain Res 174:256–269PubMedCrossRef Roerdink M, De Haart M, Daffertshofer A, Donker SF, Geurts AC, Beek PJ (2006) Dynamical structure of center-of-pressure trajectories in patients recovering from stroke. Exp Brain Res 174:256–269PubMedCrossRef
go back to reference Theiler J, Eubank S, Longtin A, Galdrikian B, Farmer DJ (1992) Testing for nonlinearity in time series: the method of surrogate data. Phys D Nonlinear Phenom 58:77–94CrossRef Theiler J, Eubank S, Longtin A, Galdrikian B, Farmer DJ (1992) Testing for nonlinearity in time series: the method of surrogate data. Phys D Nonlinear Phenom 58:77–94CrossRef
go back to reference Thurner S, Mittermaier C, Ehrenberger K (2002) Change of complexity patterns in human posture during aging. Audiol Neurootol 7:240–248PubMedCrossRef Thurner S, Mittermaier C, Ehrenberger K (2002) Change of complexity patterns in human posture during aging. Audiol Neurootol 7:240–248PubMedCrossRef
go back to reference Vaillancourt DE, Newell KM (2002) Changing complexity in human behavior and physiology through aging and disease. Neurobiol Aging 23:1–11PubMedCrossRef Vaillancourt DE, Newell KM (2002) Changing complexity in human behavior and physiology through aging and disease. Neurobiol Aging 23:1–11PubMedCrossRef
go back to reference Vaillancourt DE, Sosnoff JJ, Newell KM (2004) Age-related changes in complexity depend on task dynamics. J Appl Physiol 97:454–455PubMedCrossRef Vaillancourt DE, Sosnoff JJ, Newell KM (2004) Age-related changes in complexity depend on task dynamics. J Appl Physiol 97:454–455PubMedCrossRef
go back to reference Whistance RS, Adams LP, van Geems BA, Bridger RS (1995) Postural adaptations to workbench modifications in standing workers. Ergonomics 38:2485–2503PubMedCrossRef Whistance RS, Adams LP, van Geems BA, Bridger RS (1995) Postural adaptations to workbench modifications in standing workers. Ergonomics 38:2485–2503PubMedCrossRef
go back to reference Zatsiorsky VM, Duarte M (1999) Instant equilibrium point and its migration in standing tasks: rambling and trembling components of the stabilogram. Motor Control 3:28–38PubMed Zatsiorsky VM, Duarte M (1999) Instant equilibrium point and its migration in standing tasks: rambling and trembling components of the stabilogram. Motor Control 3:28–38PubMed
Metadata
Title
Complexity of human postural control in young and older adults during prolonged standing
Authors
Marcos Duarte
Dagmar Sternad
Publication date
01-11-2008
Publisher
Springer-Verlag
Published in
Experimental Brain Research / Issue 3/2008
Print ISSN: 0014-4819
Electronic ISSN: 1432-1106
DOI
https://doi.org/10.1007/s00221-008-1521-7

Other articles of this Issue 3/2008

Experimental Brain Research 3/2008 Go to the issue