Tytuł artykułu
Treść / Zawartość
Pełne teksty:
Identyfikatory
Warianty tytułu
Języki publikacji
Abstrakty
This study examined the use of nonlinear measures – sample entropy (SampEn), fractal dimension (FD), and the Lyapunov exponent (LyE) – to evaluate postural control in adults during standing on an unstable surface, with and without visual feedback. Methods: 14 healthy young adults (24.07 ± 7.32 years) completed bipedal standing trials on an unstable-plate Biodex Balance System (BBS) connected to a Vicon system, with eyes open and closed. Each trial lasted 20 sec. Analysis was performed based on the center of mass (CoM), for which the three nonlinear measures were calculated. Results: Excluding visual feedback was found to cause a significant increase in linear and nonlinear parameters. Moreover, SampEn and FD values were found to be significantly higher in the PD direction, compared to AP or ML, whereas LyE values in this direction were minimal. Conclusions: Results show that the three nonlinear measures provide a useful way of evaluating postural control in healthy adults. Moreover, it seems that introducing an unstable surface meant that the projection of the CoM was not perpendicular to the surface, but rather set at a certain continually changing angle, forcing the whole system to adapt to chaotic and unpredictable conditions. Such refined changes in conditions can be evaluated in a precise way only by using nonlinear measures.
Słowa kluczowe
Czasopismo
Rocznik
Tom
Strony
9--17
Opis fizyczny
Bibliogr. 37 poz., rys., tab., wykr.
Twórcy
autor
- The Józef Piłsudski University of Physical Education in Warsaw, Warsaw, Poland.
autor
- The Józef Piłsudski University of Physical Education in Warsaw, Warsaw, Poland.
autor
- The Józef Piłsudski University of Physical Education in Warsaw, Warsaw, Poland.
Bibliografia
- [1] ARNOLD B.L., SCHMITZ R.J., Examination of balance measures produced by the biodex stability system, J. Athl. Train., 1998, 33 (4), 323–327.
- [2] BIEC E., ZIMA J., WOJTOWICZ D., WOJCIECHOWSKA-MASZKOWSKA B., KRECISZ K., KUCZYNSKI M., Postural stability in young adults with Down syndrome in challenging conditions, PLoS One, 2014, 9 (4), e94247.
- [3] BŁAŻKIEWICZ M., Nonlinear measures in posturography as compared to linear measures in base on yoga poses performance, Acta of Bioengineering and Biomechanics, 2020, 22 (4).
- [4] CACHUPE W.J.C., SHIFFLETT B., KAHANOV L., WUGHALTER E.H., Reliability of Biodex Balance System Measures, Measurement in Physical Education and Exercise Science, 2001, 5 (2), 97–108.
- [5] CIMOLIN V., GALLI M., RIGOLDI C., GRUGNI G., VISMARA L., MAINARDI L., CAPODAGLIO P., Fractal dimension approach in postural control of subjects with Prader-Willi Syndrome, J. Neuroeng. Rehabil., 2011, 8, 45.
- [6] CORRIVEAU H., HEBERT R., PRINCE F., RAICHE M., Postural control in the elderly: an analysis of test-retest and interrater reliability of the COP-COM variable, Arch. Phys. Med. Rehabil., 2001, 82 (1), 80–85.
- [7] DELIGNIERES D., MARMELAT V., Fractal fluctuations and complexity: current debates and future challenges, Crit. Rev. Biomed. Eng., 2012, 40 (6), 485–500.
- [8] DOHERTY C., BLEAKLEY C., HERTEL J., CAULFIELD B., RYAN J., DELAHUNT E., Balance failure in single limb stance due to ankle sprain injury: an analysis of center of pressure using the fractal dimension method, Gait Posture, 2014, 40 (1), 172–176.
- [9] DOHERTY C., BLEAKLEY C., HERTEL J., CAULFIELD B., RYAN J., DELAHUNT E., Postural control strategies during single limb stance following acute lateral ankle sprain, Clin. Biomech. (Bristol, Avon), 2014, 29 (6), 643–649.
- [10] FINO P.C., MOJDEHI A.R., ADJERID K., HABIBI M., LOCKHART T.E., ROSS S.D., Comparing Postural Stability Entropy Analyses to Differentiate Fallers and Non-fallers, Ann. Biomed. Eng., 2016, 44 (5), 1636–1645.
- [11] GHOFRANI M., OLYAEI G., TALEBIAN S., BAGHERI H., MALMIR K., Test-retest reliability of linear and nonlinear measures of postural stability during visual deprivation in healthy subjects, J. Phys. Ther. Sci., 2017, 29 (10), 1766–1771.
- [12] GIBBONS C.T., AMAZEEN P.G., LIKENS A.D., Effects of Foot Placement on Postural Sway in the Anteroposterior and Mediolateral Directions, Motor Control, 2019, 23 (2), 149–170.
- [13] GOLDBERGER A.L., AMARAL L.A., GLASS L., HAUSDORFF J.M., IVANOV P.C., MARK R.G., STANLEY H.E., PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals, Circulation, 2000, 101 (23), E215–20.
- [14] HANSEN C., WEI Q., SHIEH J.-S., FOURCADE P., ISABLEU B., MAJED L., Sample Entropy, Univariate, and Multivariate Multi-Scale Entropy in Comparison with Classical Postural Sway Parameters in Young Healthy Adults, Frontiers in Human Neuroscience, 2017, 11 (206).
- [15] HIGUCHI T., Approach to an irregular time series on the basis of the fractal theory, Physica D: Nonlinear Phenomena, 1988, 31 (2), 277–283.
- [16] HORAK F.B., Postural orientation and equilibrium: what do we need to know about neural control of balance to prevent falls?, Age Ageing, 2006, 35 Suppl 2, ii7–ii11.
- [17] HORAK F.B., HLAVACKA F., Somatosensory loss increases vestibulospinal sensitivity, J. Neurophysiol., 2001, 86 (2), 575–585.
- [18] HORAK F.B., WRISLEY D.M., FRANK J., The Balance Evaluation Systems Test (BESTest) to differentiate balance deficits, Phys. Ther., 2009, 89 (5), 484–498.
- [19] KĘDZIOREK J., BŁAŻKIEWICZ M., Ocena stabilności posturalnej w funkcji różnego ustawienia stóp na podłożu przy wykorzystaniu miar dynamiki nieliniowej, Aktualne Problemy Biomechaniki, 2020, 19, 20–26.
- [20] KHAYAT O., NOWSHIRAVAN-RAHATABAD F., Complex feature analysis of center of pressure signal for age-related subject classification, Annals of Military & Health Sciences Research, 2014, 12 (1), 2–7.
- [21] KINZEY S.J., ARMSTRONG C.W., The reliability of the starexcursion test in assessing dynamic balance, J. Orthop. Sports Phys. Ther., 1998, 27 (5), 356–360.
- [22] LEE C.-H., CHEN S.-H., JIANG B.C., SUN T.-L., Estimating Postural Stability Using Improved Permutation Entropy via TUG Accelerometer Data for Community-Dwelling Elderly People, Entropy, 2020, 22, 1097.
- [23] LIU J., ZHANG X., LOCKHART T.E., Fall risk assessments based on postural and dynamic stability using inertial measurement unit, Saf Health Work, 2012, 3 (3), 192–198.
- [24] LIU K., WANG H., XIAO J., The Multivariate Largest Lyapunov Exponent as an Age-Related Metric of Quiet Standing Balance, Comput. Math. Methods Med., 2015, 2015, 309756.
- [25] MACIASZEK J., OSIŃSKI W., SZEKLICKI R., SALOMON A., STEMPLEWSKI R., MACIASZEK J., Body balance parameters established with closed and open eyes in young and elderly men, Biology of Sport, 2006, 23.
- [26] NAJAFI B., LEE-ENG J., WROBEL J.S., GOEBEL R., Estimation of Center of Mass Trajectory using Wearable Sensors during Golf Swing, J. Sports Sci. Med., 2015, 14 (2), 354–363.
- [27] PATEL M., FRANSSON P.A., LUSH D., GOMEZ S., The effect of foam surface properties on postural stability assessment while standing, Gait Posture, 2008, 28 (4), 649–656.
- [28] QUEK J.B.S.G., CLARK R., TRELEAVEN J., New insights into neck-pain-related postural control using measures of signal frequency and complexity in older adults, Gait and Posture, 2014, 39, 1069–1073.
- [29] RAFFALT P.C., SPEDDEN M.E., GEERTSEN S.S., Dynamics of postural control during bilateral stance – Effect of support area, visual input and age, Hum. Mov. Sci., 2019, 67, 102462.
- [30] RAMDANI S., SEIGLE B., VAROQUI D., BOUCHARA F., BLAIN H., BERNARD P.L., Characterizing the dynamics of postural sway in humans using smoothness and regularity measures, Ann. Biomed. Eng., 2011, 39 (1), 161–171.
- [31] RAZJOUYAN J., GHARIBZADEH S., FALLAH A., KHAYAT O., GHERGHEREHCHI M., AFARIDEH H., MOGHADDASI M., A neuro-fuzzy based model for accurate estimation of the Lyapunov exponents of an unknown dynamical system, International Journal of Bifurcation and Chaos, 2012, 22 (03), 1250043.
- [32] ROBERT M.T., BALLAZ L., LEMAY M., The effect of viewing a virtual environment through a head-mounted display on balance, Gait Posture, 2016, 48, 261–266.
- [33] RUGELJ D., GOMISCEK G., SEVSEK F., The influence of very low illumination on the postural sway of young and elderly adults, PLoS One, 2014, 9 (8), e103903.
- [34] STEVENS D.L., TOMLINSON G.E., Measurement of human postural sway, Proc. R. Soc. Med., 1971, 64 (6), 653–655.
- [35] STINS J.F., MICHIELSEN M.E., ROERDINK M., BEEK P.J., Sway regularity reflects attentional involvement in postural control: effects of expertise, vision and cognition, Gait Posture, 2009, 30 (1), 106–109.
- [36] TASSANI S., FONT-LLAGUNES J.M., GONZALEZ BALLESTER M.A., NOAILLY J., Muscular tension significantly affects stability in standing posture, Gait Posture, 2019, 68, 220–226.
- [37] WODARSKI P., JURKOJĆ J., GZIK M., Wavelet Decomposition in Analysis of Impact of Virtual Reality Head Mounted Display Systems on Postural Stability, Sensors, 2020, 20 (24), 7138.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-d231241b-93cf-4840-a463-f03d03095225