Approximate entropy used to assess sitting postural sway of infants with developmental delay

Infant Behavior and Development

Volumn 34, Issue 1, 2011, Pages 81-99

  Deffeyes, Joan E ^a,b   Harbourne, Regina T ^a   Stuberg, Wayne A ^a   Stergiou, Nicholas ^b,c  

^a UNIVERSITY OF NEBRASKA MEDICAL CENTER   (United States)

^b UNIVERSITY OF NEBRASKA AT OMAHA   (United States)

^c UNIVERSITY OF NEBRASKA MEDICAL CENTER   (United States)

Author keywords

Cerebral palsy; Motor development; Postural control; Regularity; Spectral analysis

Indexed keywords

ARTICLE; BODY EQUILIBRIUM; CALCULATION; CHILD DEVELOPMENT; CLINICAL ARTICLE; CONTROLLED STUDY; DEVELOPMENTAL DISORDER; ENTROPY; HUMAN; INFANT; LONGITUDINAL STUDY; MOTOR DEVELOPMENT; PREMATURITY; PRIORITY JOURNAL; SIGNAL NOISE RATIO; SITTING;

ALGORITHMS; CEREBRAL PALSY; DATA INTERPRETATION, STATISTICAL; DEVELOPMENTAL DISABILITIES; ENTROPY; FEMALE; GAIT; HUMANS; INFANT; LONGITUDINAL STUDIES; MALE; MOTOR SKILLS; PHOTIC STIMULATION; POSTURAL BALANCE;

EID: 79451472926     PISSN: 01636383     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.infbeh.2010.10.001     Document Type: Article

References (79)

1. Adolph K.E. Learning to move. Current Directions in Psychological Science 2008, 17(3):213-218.
2. Adolph K.E., Young J.W., Robinson S.R., Gill-Alvarez F. What is the shape of developmental change?. Psychological Review 2008, 115(3):527-543.
3. Ballantyne A.O., Spilkin A.M., Hesselink J., Trauner D.A. Plasticity in the developing brain: Intellectual, language and academic functions in children with ischaemic perinatal stroke. Brain 2008, 131(Pt 11):2975-2985.
4. Bertenthal B.I., Rose J.L., Bai D.L. Perception-action coupling in the development of visual control of posture. Journal of Experimental Psychology Human Perception and Performance 1997, 23(6):1631-1643.
5. Blauw-Hospers C.H., de Graaf-Peters V.B., Dirks T., Bos A.F., Hadders-Algra M. Does early intervention in infants at high risk for a developmental motor disorder improve motor and cognitive development?. Neuroscience and Biobehavioral Reviews 2007, 31(8):1201-1212.
6. Blauw-Hospers C.H., Hadders-Algra M. A systematic review of the effects of early intervention on motor development. Developmental Medicine and Child Neurology 2005, 47(6):421-432.
7. Bove M., Trompetto C., Abbruzzese G., Schieppati M. The posture-related interaction between Ia-afferent and descending input on the spinal reflex excitability in humans. Neuroscience Letters 2006, 397(3):301-306.
8. Brosseau-Lachaine O., Casanova C., Faubert J. Infant sensitivity to radial optic flow fields during the first months of life. Journal of Vision 2008, 8(4):5.
9. Bushnell E.W. Two steps forward, one step back. Infancy 2000, 1(2):225-230.
10. Campos J.J., Anderson D.I., Barbu-Roth M.A., Hubbard E.M., Hertenstein M.J., Witherington D. Travel broadens the mind. Infancy 2000, 1(2):149-219.
11. Castiglioni P., Di Rienzo M. How the threshold "r" influences approximate entropy analysis of heart-rate variability. Computers in Cardiology 2008, 35:561-564.
12. Cavanaugh J.T., Guskiewicz K.M., Giuliani C., Marshall S., Mercer V., Stergiou N. Detecting altered postural control after cerebral concussion in athletes with normal postural stability. British Journal of Sports Medicine 2005, 39(11):805-811.
13. Cavanaugh J.T., Guskiewicz K.M., Giuliani C., Marshall S., Mercer V.S., Stergiou N. Recovery of postural control after cerebral concussion: New insights using approximate entropy. Journal of Athletic Training 2006, 41(3):305-313.
14. Cavanaugh J.T., Mercer V.S., Stergiou N. Approximate entropy detects the effect of a secondary cognitive task on postural control in healthy young adults: A methodological report. Journal of Neurological Engineering and Rehabilitation 2007, 4:42.
15. Chang C.L., Kubo M., Ulrich B.D. Emergence of neuromuscular patterns during walking in toddlers with typical development and with Down syndrome. Human Movement Science 2009, 28:283-296.
16. Chen L.C., Metcalfe J.S., Jeka J.J., Clark J.E. Two steps forward and one back: Learning to walk affects infants' sitting posture. Infant Behavior and Development 2007, 30(1):16-25.
17. Chen J., Wollacott M.H. Lower extremity kinetics for balance control in children with cerebral palsy. Journal of Motor Behavior 2007, 39(4):306-316.
18. Costa M., Goldberger A.L., Peng C.K. Multiscale entropy analysis of complex physiologic time series. Physical Review Letters 2002, 89(6):068102.
19. Costa M., Priplata A.A., Lipsitz L.A., Wu Z., Huang N.E., Goldberger A.L., et al. Noise and poise: Enhancement of postural complexity in the elderly with a stochastic-resonance-based therapy. Europhysics Letters 2007, 77:68008.
20. de Graaf-Peters V.B., Blauw-Hospers C.H., Dirks T., Bakker H., Bos A.F., Hadders-Algra M. Development of postural control in typically developing children and children with cerebral palsy: Possibilities for intervention?. Neuroscience and Biobehavioral Reviews 2007, 31(8):1191-1200.
21. Deffeyes, J. E. (2009). Nonlinear dynamics of infant sitting postural sway. Dissertation Abstracts International, AAT 3386549. Retrieved 8 May, 2010 from: http://digitalcommons.unl.edu/cgi/viewcontent.cgi%3Farticle=1012%26context=psychdiss.
22. Deffeyes J.E., Harbourne R.T., DeJong S.L., Kyvelidou A., Stuberg W.A., Stergiou N. Use of information entropy measures of sitting postural sway to quantify developmental delay in infants. Journal of Neurological Engineering and Rehabilitation 2009, 6(1):34.
23. Deffeyes J.E., Harbourne R.T., Kyvelidou A., Stuberg W.A., Stergiou N. Nonlinear analysis of sitting postural sway indicates developmental delay in infants. Clinical Biomechanics 2009, 24(7):564-570.
24. Deffeyes J.E., Kochi N., Harbourne R.T., Kyvelidou A., Stuberg W.A., Stergiou N. Nonlinear detrended fluctuation analysis of sitting center-of-pressure data as an early measure of motor development pathology in infants. Nonlinear Dynamics, Psychology and Life Sciences 2009, 13(4):351-368.
25. Deutsch K.M., Newell K.M. Age-related changes in the frequency profile of children's finger tremor. Neuroscience Letters 2006, 404(1-2):191-195.
26. Donker S.F., Roerdink M., Greven A.J., Beek P.J. Regularity of center-of-pressure trajectories depends on the amount of attention invested in postural control. Experimental Brain Research 2007, 181(1):1-11.
27. Donker S.F., Ledebt A., Roerdink M., Savelsbergh G.J., Beek P.J. Children with cerebral palsy exhibit greater and more regular postural sway than typically developing children. Experimental Brain Research 2008, 184(3):363-370.
28. Ebner T.J., Pasalar S. Cerebellum predicts the future motor state. Cerebellum 2008, 7(4):583-588.
29. Fiser J., Berkes P., Orban G., Lengyel M. Statistically optimal perception and learning: From behavior to neural representations. Trends in Cognitive Sciences 2010, 14(3):119-130.
30. Folio M.R., Fewell R.R. Peabody development motor scale 2000, PRO-ED, Inc., Austin, TX. 2nd ed.
31. Fujii S., Kudo K., Ohtsuki T., Oda S. Tapping performance and underlying wrist muscle activity of non-drummers, drummers, and the world's fastest drummer. Neuroscience Letters 2009, 459(2):69-73.
32. Georgoulis A.D., Moraiti C., Ristanis S., Stergiou N. A novel approach to measure variability in the anterior cruciate ligament deficient knee during walking: The use of the approximate entropy in orthopaedics. Journal of Clinical Monitoring and Computing 2006, 20(1):11-18.
33. Goldberger A.L., Peng C.K., Lipsitz L.A. What is physiologic complexity and how does it change with aging and disease?. Neurobiology of Aging 2002, 23(1):23-26.
34. Granata K.P., Slota G.P., Bennett B.C. Paraspinal muscle reflex dynamics. Journal of Biomechanics 2004, 37(2):241-247.
35. Hadders-Algra M. General movements: A window for early identification of children at high risk for developmental disorders. Journal of Pediatrics 2004, 145(2 Suppl.):S12-S18.
36. Hadders-Algra M. Development of postural control during the first 18 months of life. Neural Plasticity 2005, 12(2-3):99-108.
37. Hadders-Algra M. Putative neural substrate of normal and abnormal general movements. Neuroscience and Biobehavioral Reviews 2007, 31(8):1181-1190.
38. Hadders-Algra M. Reduced variability in motor behaviour: An indicator of impaired cerebral connectivity?. Early Human Development 2008, 84(12):787-789.
39. Hadders-Algra M., Brogren E., Forssberg H. Ontogeny of postural adjustments during sitting in infancy: Variation, selection and modulation. Journal of Physiology 1996, 493(Pt 1):273-288.
40. Harbourne R.T., Stergiou N. Nonlinear analysis of the development of sitting postural control. Developmental Psychobiology 2003, 42:368-377.
41. Hong S.L., James E.G., Newell K.M. Age-related complexity and coupling of children's sitting posture. Developmental Psychobiology 2008, 50(5):502-510.
42. Hong S.L., Manor B., Li L. Stance and sensory feedback influence on postural dynamics. Neuroscience Letters 2007, 423(2):104-108.
43. Horak F.B. Postural orientation and equilibrium: What do we need to know about neural control of balance to prevent falls?. Age and Ageing 2006, 35(Suppl. 2):ii7-ii11.
44. Ijkema-Paassen J., Gramsbergen A. Development of postural muscles and their innervation. Neural Plasticity 2005, 12(2-3):141-151.
45. Kaplan, D., & Staffin, P. (1996). Software for heart rate variability. Retrieved from http://www.macalester.edu/~kaplan/hrv/doc/.
46. Kaplan D.T., Furman M.I., Pincus S.M., Ryan S.M., Lipsitz L.A., Goldberger A.L. Aging and the complexity of cardiovascular dynamics. Biophysical Journal 1991, 59(4):945-949.
47. Kumar A., Anand S., Chari P., Yaddanapudi L.N., Srivastava A. A set of EEG parameters to predict clinically anaesthetized state in humans for halothane anaesthesia. Journal of Medical Engineering and Technology 2007, 31(1):46-53.
48. Kuzawa C.W. Adipose tissue in human infancy and childhood: An evolutionary perspective. American Journal of Physical Anthropology 1998, 27(Suppl.):177-209.
49. Lichtman J.W., Colman H. Synapse elimination and indelible memory. Neuron 2000, 25(2):269-278.
50. Liu P.Y., Iranmanesh A., Keenan D.M., Pincus S.M., Veldhuis J.D. A noninvasive measure of negative-feedback strength, approximate entropy, unmasks strong diurnal variations in the regularity of LH secretion. American Journal of Physiology - Endocrinology and Metabolism 2007, 293(5):E1409-E1415.
51. Lu S., Chen X., Kanters J.K., Solomon I.C., Chon K.H. Automatic selection of the threshold value r for approximate entropy. IEEE Transactions on Biomedical Engineering 2008, 55(8):1966-1972.
52. Manolakis D.G., Ingle V.K., Kogon S.M. Statistical and adaptive signal processing: Spectral estimation, signal modeling, adaptive filtering, and array processing 2005, Artech House, Norwood, MA.
53. Matiello D., Wollacott M. Postural control in children: Development in typical populations and in children with cerebral palsy and Down's syndrome. Neurophysiology and neuropsychology of motor development. Clinics in Developmental Medicine 1997, Vols. 143-144:68-69. Mac Keith Press, London.
54. Morrison S., Hong S.L., Newell K. Upper frequency limits of bilateral coordination patterns. Neuroscience Letters 2009, 454:233-238.
55. Morrison S., Kerr G., Newell K.M., Silburn P.A. Differential time- and frequency-dependent structure of postural sway and finger tremor in Parkinson's disease. Neuroscience Letters 2008, 443(3):123-128.
56. Myklebust B.M., Gottlieb G.L. Development of the stretch reflex in the newborn: Reciprocal excitation and reflex irradiation. Child Development 1993, 64(4):1036-1045.
57. Newell K.M., Deutsch K.M., Morrison S. On learning to move randomly. Journal of Motor Behavior 2000, 32(3):314-320.
58. Paus T., Collins D.L., Evans A.C., Leonard G., Pike B., Zijdenbos A. Maturation of white matter in the human brain: A review of magnetic resonance studies. Brain Research Bulletin 2001, 54(3):255-266.
59. Peterson M.L., Christou E., Rosengren K.S. Children achieve adult-like sensory integration during stance at 12-years-old. Gait and Posture 2006, 23(4):455-463.
60. Pincus S.M. Approximate entropy as a measure of system complexity. Proceedings of the National Academy of Sciences of the United States of America 1991, 88:2297-2301.
61. Pincus S.M., Goldberger A.L. Physiological time-series analysis: What does regularity quantify?. American Journal of Physiology - Heart and Circulatory Physiology 1994, 266(4):H1643-H1656.
62. Poon D.M., Hui-Chan C.W. Hyperactive stretch reflexes, co-contraction, and muscle weakness in children with cerebral palsy. Developmental Medicine and Child Neurology 2009, 51(2):128-135.
63. Rapp P.E., Albano A.M., Schmah T.I., Farwell L.A. Filtered noise can mimic low-dimensional chaotic attractors. Physical Review E, Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics 1993, 47(4):2289-2297.
64. Reynolds A.M., Rhodes C.J. The Levy flight paradigm: Random search patterns and mechanisms. Ecology 2009, 90(4):877-887.
65. Roerdink M., De Haart M., Daffertshofer A., Donker S.F., Geurts A.C., Beek P.J. Dynamical structure of center-of-pressure trajectories in patients recovering from stroke. Experimental Brain Research 2006, 174(2):256-269.
66. Schreiber T., Katz H. Noise in chaotic data: Diagnosis and treatment. Chaos 1995, 5:133.
67. Schumann T., Redfern M.S., Furman J.M., el-Jaroudi A., Chaparro L.F. Time-frequency analysis of postural sway. Journal of Biomechanics 1995, 28(5):603-607.
68. Shinbrot T., Grebogi C., Wisdom J., Yorke J.A. Chaos in a double penduum. American Journal of Physics 1992, 60(6):491-499.
69. Sleigh G., Sullivan P.B., Thomas A.G. Gastrostomy feeding versus oral feeding alone for children with cerebral palsy. Cochrane Database of Systematic Reviews 2004, (2):CD003943.
70. Stergiou N., Harbourne R.T., Cavanaugh J.T. Optimal movement variability: A new theoretical perspective for neurologic physical therapy. Journal of Neurologic Physical Therapy 2006, 30(3):120-129.
71. 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 and Posture 2009, 30(1):106-109.
72. Taube W., Schubert M., Gruber M., Beck S., Faist M., Gollhofer A. Direct corticospinal pathways contribute to neuromuscular control of perturbed stance. Journal of Applied Physiology 2006, 101(2):420-429.
73. Theiler J., Eubank S. Don't bleach chaotic data. Chaos 1993, 771:782.
74. Thelen E., Fisher D.M., Ridley-Johnson R. The relationship between physical growth and a newborn reflex. Infant Behavior and Development 1984, 7:479-493.
75. van der Heide J.C., Hadders-Algra M. Postural muscle dyscoordination in children with cerebral palsy. Neural Plasticity 2005, 12(2-3):197-203.
76. van Doornik J., Kukke S., Sanger T.D. Hypertonia in childhood secondary dystonia due to cerebral palsy is associated with reflex muscle activation. Movement Disorders 2009, 24(7):965-971.
77. Veldhuis J.D., Keenan D.M., Pincus S.M. Motivations and methods for analyzing pulsatile hormone secretion. Endocrine Reviews 2008, 29(7):823-864.
78. Wiener-Vacher S.R., Toupet F., Narcy P. Canal and otolith vestibulo-ocular reflexes to vertical and off vertical axis rotations in children learning to walk. Acta Oto-Laryngologica 1996, 116(5):657-665.
79. Woollacott M.H., Shumway-Cook A. Postural dysfunction during standing and walking in children with cerebral palsy: What are the underlying problems and what new therapies might improve balance?. Neural Plasticity 2005, 12(2-3):211-219.