Assessing postural control and postural control strategy in diabetes patients using innovative and wearable technology

Journal of Diabetes Science and Technology

Volumn 4, Issue 4, 2010, Pages 780-791

  Najafi, Bijan ^a   Horn, Deena ^a   Marclay, Samuel ^a,b   Crews, Ryan T ^a   Wu, Stephanie ^a   Wrobel, James S ^a  

^a ROSALIND FRANKLIN UNIVERSITY OF MEDICINE AND SCIENCE   (United States)

^b EPFL   (Switzerland)

Author keywords

Balance; Body worn sensor; Diabetic peripheral neuropathy; Postural compensatory strategy; Sensory feedback

Indexed keywords

ADULT; AGED; ALGORITHM; ARTICLE; BIOMECHANICS; BODY EQUILIBRIUM; BODY POSTURE; DIABETES MELLITUS; FEEDBACK SYSTEM; FEMALE; GAIT; HISTOLOGY; HUMAN; JOINT; MALE; MIDDLE AGED; PATHOPHYSIOLOGY; PHYSIOLOGY; PROPRIOCEPTION; SENSORY DYSFUNCTION; VISION;

ADULT; AGED; ALGORITHMS; BIOMECHANICS; DIABETES COMPLICATIONS; FEEDBACK, PHYSIOLOGICAL; FEMALE; GAIT; HUMANS; JOINTS; MALE; MIDDLE AGED; POSTURAL BALANCE; POSTURE; PROPRIOCEPTION; SENSATION DISORDERS; VISION, OCULAR; YOUNG ADULT;

EID: 78049524908     PISSN: None     EISSN: 19322968     Source Type: Journal    
DOI: 10.1177/193229681000400403     Document Type: Conference Paper

References (51)

1. Tinetti ME, Speechley M, Ginter SF. Risk factors for falls among elderly persons living in the community. N Engl J Med. 1988;319(26):1701-7.
2. Doughty K, Lewis R, McIntosh A. The design of a practical and reliable fall detector for community and institutional telecare. J Telemed Telecare. 2000;6 Suppl 1:S150-4.
3. De Bruin ED, Najafi B, Murer K, Uebelhart D, Aminian K. Quantification of everyday motor function in a geriatric population. J Rehabil Res Dev. 2007;44(3):417-28.
4. Maki BE. Gait changes in older adults: predictors of falls or indicators of fear. J Am Geriatr Soc. 1997;45(3):313-20.
5. Najafi B. Physical activity monitoring and risk of falling evaluation in elderly people [dissertation]. Lausanne: Ecole Polytechnique Federale de Lausanne (EPFL); 2003. p. 1-178.
6. Najafi B, Aminian K, Loew F, Blanc Y, Robert PA. Measurement of stand-sit and sit-stand transitions using a miniature gyroscope and its application in fall risk evaluation in the elderly. IEEE Trans Biomed Eng. 2002;49(8):843-51.
7. Najafi B, Aminian K, Paraschiv-Ionescu A, Loew F, Büla CJ, Robert P. Ambulatory system for human motion analysis using a kinematic sensor: monitoring of daily physical activity in the elderly. IEEE Trans Biomed Eng. 2003;50(6):711-23.
8. Zijlstra W, Aminian K. Mobility assessment in older people: new possibilities and challenges. Eur J Ageing. 2007;4:3-12.
9. Vileikyte L, Leventhal H, Gonzalez JS, Peyrot M, Rubin RR, Ulbrecht JS, Garrow A, Waterman C, Cavanagh PR, Boulton AJ. Diabetic peripheral neuropathy and depressive symptoms: the association revisited. Diabetes Care. 2005;28(10):2378-83.
10. Morasso PG, Baratto L, Capra R, Spada G. Internal models in the control of posture. Neural Netw. 1999;12(7-8):1173-1180.
11. Massion J. Postural control system. Curr Opin Neurobiol. 1994;4(6):877-87.
12. National Diabetes Information Clearing house. National diabetes statistics [cited 2008 Apr]. Available from: http://diabetes.niddk.nih.gov/dm/ pubs/statistics.
13. Diabetes Mellitus. Fact sheet no. 138." World Health Organization revised; 2002.
14. Lord SR, Caplan GA, Colagiuri R, Colagiuri S, Ward JA. Sensori-motor function in older persons with diabetes. Diabet Med. 1993;10(7):614-8.
15. Van Schie CH. Neuropathy: mobility and quality of life. Diabetes Metab Res Rev. 2008;24 Suppl 1:S45-51.
16. Tilling LM, Darawil K, Britton M. Falls as a complication of diabetes mellitus in older people. J Diabetes Complications. 2006;20(3):158-62.
17. Boucher P, Teasdale N, Courtemanche R, Bard C, Fleury M. Postural stability in diabetic polyneuropathy. Diabetes Care. 1995;18(5):638-45.
18. Peterka RJ. Sensorimotor integration in human postural control. J Neurophysiol. 2002;88(3):1097-118.
19. Peterka RJ, Loughlin PJ. Dynamic regulation of sensorimotor integration in human postural control. J Neurophysiol. 2004;91(1):410-23.
20. Nardone A, Galante M, Pareyson D, Schieppati M. Balance control in sensory neuron disease. Clin Neurophysiol. 2007;118(3):538-50.
21. Nardone A, Grasso M, Schieppati M. Balance control in peripheral neuropathy: are patients equally unstable under static and dynamic conditions? Gait Posture. 2006;23(3):364-73.
22. Nardone A, Schieppati M. Balance control under static and dynamic conditions in patients with peripheral neuropathy. G Ital Med Lav Ergon. 2007;29(1):101-4.
23. Richardson JK, Ching C, Hurvitz EA. The relationship between electromyographically documented peripheral neuropathy and falls. J Am Geriatr Soc. 1992;40(10):1008-12.
24. van Deursen RW, Simoneau GG. Foot and ankle sensory neuropathy, proprioception, and postural stability. J Orthop Sports Phys Ther. 1999;29(12):718-26.
25. Aminian K, Najafi B. Capturing human motion using body-fixed sensors: outdoor measurement and clinical applications. Comput Animation Virtual Worlds. 2004;15(2):79-94.
26. Favre J, Aissaoui R, Jolles B, Siegrist O, de Guise J, Aminian K. 3D joint rotation measurement using MEMs inertial sensors: application to the knee joint. Valenciennes, France: ISB-3D; 2006.
27. Favre J, Jolles BM, Siegrist O, Aminian K. Quaternion-based fusion of gyroscopes and accelerometers to improve 3D angle measurement. Electron Lett. 2006;42(11):612-4.
28. Favre J, Luthi F, Jolles BM, Siegrist O, Najafi B, Aminian K. A new ambulatory system for comparative evaluation of the three-dimensional knee kinematics, applied to anterior cruciate ligament injuries. Knee Surg Sports Traumatol Arthrosc. 2006;14(7):592-604.
29. Aminian K, Favre J. Body fixed sensors and their application in sport science. Lausanne, Switzerland: ECSS; 2006. p. 261.
30. Hart JC, Francis GK, Kauffman LH. Visualizing quaternion rotation. ACM Trans. Graphics. 1994;13(3):256-76.
31. Kingston DB, Beard RW. Real-time attitude and position estimation for small UAVs using low-cost sensors. Brigham Young University; 2004.
32. Adlerton AK, Moritz U, Moe-Nilssen R. Forceplate and accelerometer measures for evaluating the effect of muscle fatigue on postural control during one-legged stance. Physiother Res Int. 2003;8(4):187-99.
33. Moe-Nilssen R, Helbostad JL. Estimation of gait cycle characteristics by trunk accelerometry. J Biomech. 2004;37(1):121-6.
34. Smedal T, Lygren H, Myhr KM, Moe-Nilssen R, Gjelsvik B, Gjelsvik O, Strand LI. Balance and gait improved in patients with MS after physiotherapy based on the Bobath concept. Physiother Res Int. 2006;11(2):104-16.
35. Winter DA. Biomechanics and motor control of human movement. Hoboken: John Wiley & Sons; 2009.
36. Report of the Expert Committee on the Diagnosis and Classification of Diabetes Mellitus. Diabetes Care. 1997;20(7):1183-97.
37. Boulton AJ, Vinik AI, Arezzo JC, Bril V, Feldman EL, Freeman R, Malik RA, Maser RE, Sosenko JM, Ziegler D; American Diabetes Association. Diabetic neuropathies: a statement by the American Diabetes Association. Diabetes Care. 2005;28(4):956-62.
38. Young MJ, Breddy JL, Veves A, Boulton AJ. The prediction of diabetic neuropathic foot ulceration using vibration perception thresholds. A prospective study. Diabetes Care. 1994;17(6):557-60.
39. Armstrong DG, Lavery LA, Vela SA, Quebedeaux TL, Fleischli JG. Choosing a practical screening instrument to identify patients at risk for diabetic foot ulceration. Arch Intern Med. 1998;158(3):289-92.
40. Alexander E, Young ME. Analyzing rater agreement: manifest variable methods. London: Lawrence Erlbaum Associates, Publishers; 2005.
41. Menz HB, Latt MD, Tiedemann A, Mun San Kwan M, Lord SR. Reliability of the GAITRite walkway system for the qualification of temporo-spatial parameters of gait in young and older people. Gait Posture. 2004;20(1):20-5.
42. Najafi B, Helbostad JL, Moe-Nilssen R, Zijlstra W, Aminian K. Does walking strategy in older people change as a function of walking distance? Gait Posture. 2009;29(2):261-6.
43. R-Development-Core-Team. R: A language and environment for statistical computing. R Foundation for Statistical Computing; 2006. Available from: http://www.R-project.org. Accessed on June 1, 2009.
44. Smith MA, Ghazizadeh A, Shadmehr R. Interacting adaptive processes with different timescales underlie short-term motor learning. PLoS Biol. 2006;4(6):e179.
45. Shadmehr R, Mussa-Ivaldi FA. Adaptive representation of dynamics during learning of a motor task. J Neurosci. 1994;14(5 Pt 2):3208-24
46. Horak FB, Dickstein R, Peterka RJ. Diabetic neuropathy and surface sway-referencing disrupt somatosensory information for postural stability in stance. Somatosens Mot Res. 2002;19(4):316-26
47. DeMott TK, Richardson JK, Thies SB, Ashton-Miller JA. Falls and gait characteristics among older persons with peripheral neuropathy. Am J Phys Med Rehabil. 2007;86(2):125-32.
48. Richardson JK, Ashton-Miller JA, Lee SG, Jacobs K. Moderate peripheral neuropathy impairs weight transfer and unipedal balance in the elderly. Arch Phys Med Rehabil. 1996;77(11):1152-6.
49. Simoneau GG, Ulbrecht JS, Derr JA, Cavanagh PR. Role of somatosensory input in the control of human posture. Gait Posture. 1995;3:115.
50. Lafond D, Corriveau H, Prince F. Postural control mechanisms during quiet standing in patients with diabetic sensory neuropathy. Diabetes Care. 2004;27(1):173-8.
51. Horak FB, Nashner LM, Diener HC. Postural strategies associated with somatosensory and vestibular loss. Exp Brain Res. 1990;82(1):167-77. Diseases