Locomotion analysis and its applications in neurological disorders detection: State-of-art review

Network Modeling and Analysis in Health Informatics and Bioinformatics

Volumn 2, Issue 1, 2013, Pages 1-12

  Tang, Wenlong ^a   Su, Di ^b  

^a The Aerospace Engineering and Mechanics Department   (United States)

^b UNIVERSITY OF ALABAMA SCHOOL OF MEDICINE   (United States)

Author keywords

Detection; Locomotion; Neurological disorders

Indexed keywords

CLINICAL RESEARCH; DECISION MAKING; DIAGNOSIS; ERROR DETECTION; NEUROLOGY;

BIOMETRIC IDENTIFICATIONS; CLINICAL PRACTICES; DIAGNOSTIC DECISION MAKINGS; INDUSTRIAL FIELDS; LOCOMOTION ANALYSIS; NEUROLOGICAL DISORDERS; NON-INVASIVE DIAGNOSIS; RESEARCH INTERESTS;

BIPED LOCOMOTION;

ACCELERATION; ARTICLE; BEHAVIOR; BIOMECHANICS; FORCE; GAIT; GROUND REACTION FORCE; HUMAN; KINEMATICS; LOCOMOTION; NEUROLOGIC DISEASE; NONHUMAN; PIEZOELECTRICITY; PRIORITY JOURNAL; SCREENING TEST; SENSOR; VELOCITY; WALKING;

EID: 84908661192     PISSN: None     EISSN: 21926670     Source Type: Journal    
DOI: 10.1007/s13721-012-0020-8     Document Type: Article

References (54)

1. Andlin-Sobocki P, Jonsson B, Wittchen HU, Olesen J (2005) Cost of disorders of the brain in Europe. Eur J Neurol 1: 1-27.
2. Babu GN, Kumar A, Chandra R, Puri SK, Singh RL, Kalita J, Misra UK (2008) Oxidant-antioxidant imbalance in the erythrocytes of sporadic amyotrophic lateral sclerosis patients correlates with the progression of disease. Neurochem Int 52(6): 1284-1289. doi: 10. 1016/j. neuint. 2008. 01. 009.
3. Bamberg SJ, Benbasat AY, Scarborough DM, Krebs DE, Paradiso JA (2008) Gait analysis using a shoe-integrated wireless sensor system. IEEE Trans Inf Technol Biomed 12(4): 413-423.
4. Berryman ER, Harris RL, Moalli M, Bagi CM (2009) Digigait™ quantitation of gait dynamics in rat rheumatoid arthritis model. J Musculoskelet Neuronal Interact 9(2): 89-98.
5. Bozkurt A, Deumens R, Scheffel J, O'Dey DM, Weis J, Joosten EA, Führmann T, Brook GA, Pallua N (2008) CatWalk gait analysis in assessment of functional recovery after sciatic nerve injury. J Neurosci Methods 173(1): 91-98. doi: 10. 1016/j. jneumeth. 2008. 05. 020.
6. Cheng H, Almstrom S, Gimenez-Llort L, Chang R, Ove Ogren S, Hoffer B, Olson L (1997) Gait analysis of adult paraplegic rats after spinal cord repair. Exp Neurol 148(2): 544-557.
7. Clarke KA, Still J (2001) Development and consistency of gait in the mouse. Physiol Behav 73(1-2): 159-164. doi: 10. 1016/s0031-9384(01)00444-9.
8. Costa ACS, Walsh K, Davisson MT (1999) Motor dysfunction in a mouse model for Down syndrome. Physiol Behav 68(1-2): 211-220. doi: 10. 1016/s0031-9384(99)00178-x.
9. Deumens R, Jaken RJP, Marcus MAE, Joosten EAJ (2007) The CatWalk gait analysis in assessment of both dynamic and static gait changes after adult rat sciatic nerve resection. J Neurosci Methods 164(1): 120-130. doi: 10. 1016/j. jneumeth. 2007. 04. 009.
10. Dunlop J, Beal McIlvain H, She Y, Howland DS (2003) Impaired spinal cord glutamate transport capacity and reduced sensitivity to riluzole in a transgenic superoxide dismutase mutant rat model of amyotrophic lateral sclerosis. J Neurosci 23(5): 1688-1696.
11. Fischer LR, Culver DG, Tennant P, Davis AA, Wang M, Castellano-Sanchez A, Khan J, Polak MA, Glass JD (2004) Amyotrophic lateral sclerosis is a distal axonopathy: evidence in mice and man. Exp Neurol 185(2): 232-240. doi: 10. 1016/j. expneurol. 2003. 10. 004.
12. Full RJ, Tu MS (1990) Mechanics of six-legged runners. J Exp Biol 148: 129-146.
13. Galan L, Vela A, Guerrero A, Barcia JA, Garcia-Verdugo JM, Matias-Guiu J (2007) Experimental models of amyotrophic lateral sclerosis. Neurologia 22(6): 381-388.
14. Guillot TS, Asress SA, Richardson JR, Glass JD, Miller GW (2008) Treadmill gait analysis does not detect motor deficits in animal models of Parkinson's disease or amyotrophic lateral sclerosis. J Mot Behav 40(6): 568-577.
15. Hamers FP, Lankhorst AJ, van Laar TJ, Veldhuis WB, Gispen WH (2001) Automated quantitative gait analysis during overground locomotion in the rat: its application to spinal cord contusion and transection injuries. J Neurotrauma 18(2): 187-201.
16. Hampton TG, Amende I (2010) Treadmill gait analysis characterizes gait alterations in Parkinson's disease and amyotrophic lateral sclerosis mouse models. J Mot Behav 42(1): 1-4.
17. Hampton TG, Stasko MR, Kale A, Amende I, Costa ACS (2004) Gait dynamics in trisomic mice: quantitative neurological traits of Down syndrome. Physiol Behav 82(2-3): 381-389. doi: 10. 1016/j. physbeh. 2004. 04. 006.
18. Hampton TG, Kale A, Amende I, Tang W, McCue S, Bhagavan HN, VanDongen CG (2011) Gait disturbances in dystrophic hamsters. J Biomed Biotechnol 235354: 13.
19. Heglund NC (1981) A simple design for a force-plate to measure ground reaction forces. J Exp Biol 93: 333-338.
20. Kale A, Amende I, Meyer GP, Crabbe JC, Hampton TG (2004) Ethanol's effects on gait dynamics in mice investigated by ventral plane videography. Alcohol Clin Exp Res 28(12): 1839-1848.
21. Koopmans GC, Brans M, Gomez-Pinilla F, Duis S, Gispen WH, Torres-Aleman I, Joosten EA, Hamers FP (2006) Circulating insulin-like growth factor I and functional recovery from spinal cord injury under enriched housing conditions. Eur J Neurosci 23(4): 1035-1046.
22. Li S, Kim J-E, Budel S, Hampton TG, Strittmatter SM (2005) Transgenic inhibition of Nogo-66 receptor function allows axonal sprouting and improved locomotion after spinal injury. Mol Cell Neurosci 29(1): 26-39. doi: 10. 1016/j. mcn. 2004. 12. 008.
23. Liao F, Wang J, He P (2008) Multi-resolution entropy analysis of gait symmetry in neurological degenerative diseases and amyotrophic lateral sclerosis. Med Eng Phys 30(3): 299-310. doi: 10. 1016/j. medengphy. 2007. 04. 014.
24. Liu J, Neerchal NK, Tasch U, Dyer RM, Rajkondawar PG (2009a) Enhancing the prediction accuracy of bovine lameness models through transformations of limb movement variables. J Dairy Sci 92(6): 2539-2550. doi: 10. 3168/jds. 2008-1301.
25. Liu T, Inoue Y, Shibata K (2009b) Development of a wearable sensor system for quantitative gait analysis. Measurement 42(7): 978-988. doi: 10. 1016/j. measurement. 2009. 02. 002.
26. Lopez-Meyer P, Fulk GD, Sazonov ES (2011) Automatic detection of temporal gait parameters in poststroke individuals. IEEE Trans Inf Technol Biomed 15(4): 594-601.
27. Morris SJ (2004) A shoe-integrated sensor system for wireless gait analysis and real-time therapeutic feedback. Harvard/MIT, Cambridge.
28. Morris RG, Lawson SEM (2009) A review and evaluation of available gait analysis technologies, and their potential for the measurement of impact transmission. Newcastle University, UK.
29. Muir GD, Whishaw IQ (1999a) Complete locomotor recovery following corticospinal tract lesions: measurement of ground reaction forces during overground locomotion in rats. Behav Brain Res 103(1): 45-53. doi: 10. 1016/s0166-4328(99)00018-2.
30. Muir GD, Whishaw IQ (1999b) Ground reaction forces in locomoting hemi-parkinsonian rats: a definitive test for impairments and compensations. Exp Brain Res 126(3): 307-314.
31. Neumann M, Wang Y, Kim S, Hong SM, Jeng L, Bilgen M, Liu J (2009) Assessing gait impairment following experimental traumatic brain injury in mice. J Neurosci Methods 176(1): 34-44. doi: 10. 1016/j. jneumeth. 2008. 08. 026.
32. Noldus IT (2006) CatWalk. http://www. noldus. com/animal-behavior-research/products/catwalk.
33. Paradiso JA, Morris SJ, Benbasat AY, Asmussen E (2004) Interactive therapy with instrumented footwear. Paper presented at the CHI '04 extended abstracts on Human factors in computing systems, Vienna, Austria.
34. Reiner A, Lafferty DC, Wang HB, Del Mar N, Deng YP (2012) The group 2 metabotropic glutamate receptor agonist LY379268 rescues neuronal, neurochemical and motor abnormalities in R6/2 Huntington's disease mice. Neurobiol Dis 47(1): 75-91.
35. Sazonov ES, Fulk G, Hill J, Schutz Y, Browning R (2011) Monitoring of posture allocations and activities by a shoe-based wearable sensor. IEEE Trans Biomed Eng 58(4): 983-990.
36. Sazonova NA, Browning RC, Sazonov ES (2011a) Accurate prediction of energy expenditure using a shoe-based activity monitor. Med Sci Sports Exerc 43(7): 1312-1321.
37. Sazonova NA, Browning RC, Sazonov ES (2011b) Prediction of bodyweight and energy expenditure using point pressure and foot acceleration measurements. Open Biomed Eng J 5: 110-115.
38. Suresh Babu SR, Sunandhini RL, Sridevi D, Periasamy P, Namasivayam A (2012) Locomotor behavior of bonnet monkeys after spinal contusion injury: footprint study. Synapse 66(6): 509-521.
39. Tang W, Lovering RM, Roche JA, Bloch RJ, Neerchal NK, Tasch U (2009a) Gait analysis of locomotory impairment in rats before and after neuromuscular injury. J Neurosci Methods 181(2): 249-256. doi: 10. 1016/j. jneumeth. 2009. 04. 027.
40. Tang W, Tasch U, Neerchal NK, Zhu L, Yarowsky P (2009b) Measuring early pre-symptomatic changes in locomotion of SOD1-G93A rats-a rodent model of amyotrophic lateral sclerosis. J Neurosci Methods 176(2): 254-262. doi: 10. 1016/j. jneumeth. 2008. 08. 032.
41. Tang W, McDowell K, Limsam M, Neerchal NK, Yarowsky P, Tasch U (2010) Locomotion analysis of Sprague-Dawley rats before and after injecting 6-OHDA. Behav Brain Res 210(1): 131-133. doi: 10. 1016/j. bbr. 2010. 02. 012.
42. Tang W, Yarowsky P, Tasch U (2012) Detecting ALS and Parkinson's disease in rats through locomotion analysis. Netw Model Anal Health Inf Bioinf 1: 63-68. doi: 10. 1007/s13721-012-0004-8.
43. Tasch U, Moubarak P, Tang W, Zhu L, Lovering RM, Roche JA, Bloch RJ (2008) An instrument that simultaneously measures spatial gait parameters and ground reaction forces of locomoting rats. In: The 9th biennial ASME conference on engineering systems design and analysis (ESDA 08), Haifa, Israel, July 7-9 2008.
44. Thomsen PT, Munksgaard L, Sørensen JT (2012) Locomotion scores and lying behaviour are indicators of hoof lesions in dairy cows. Vet J 193(3): 644-647.
45. Tien I, Glaser SD, Bajcsy R, Goodin DS, Aminoff MJ (2010) Results of using a wireless inertial measuring system to quantify gait motions in control subjects. IEEE Trans Inf Technol Biomed 14(4): 904-915. doi: 10. 1109/titb. 2009. 2021650.
46. Toro B, Farren P, Nester C (2002) Review of observational gait assessment in clinical practice. Physiotherapy 88(11): 701. doi: 10. 1016/s0031-9406(05)60117-4.
47. van Uden CJ, Besser MP (2004) Test-retest reliability of temporal and spatial gait characteristics measured with an instrumented walkway system (GAITRite). BMC Musculoskelet Disord 5: 13.
48. Wall JC, Brunt D (1996) Clinical gait analysis: temporal and distance parameters. In: van Deussen JV (ed) Assesment in occupational therapy and physical therapy.
49. Wooley CM, Sher RB, Kale A, Frankel WN, Cox GA, Seburn KL (2005) Gait analysis detects early changes in transgenic SOD1 (G93A) mice. Muscle Nerve 32: 43-50.
50. Woollacott M, Shumway-Cook A (2002) Attention and the control of posture and gait: a review of an emerging area of research. Gait Posture 16(1): 1-14. doi: 10. 1016/s0966-6362(01)00156-4.
51. Wu Y, Cai S, Lu M, Zhong Z, He J, Zheng F, Xu F, Shi L, Xia C (2012) A gait cadence measurement method based on match filter and turns detection for human locomotion monitoring. In: IEEE-EMBS international conference on biomedical and health informatics, Hong Kong, China, pp 530-533.
52. Young MD, Streicher MC, Beck RJ, van den Bogert AJ, Tajaddini A, Davis BL (2012) Simulation of lower limb axial arterial length change during locomotion. J Biomech 45(8): 1485-1490.
53. Zhou Y, Qureshi R, Sacan A (2012) Data simulation and regulatory network reconstruction from time-series microarray data using stepwise multiple linear regression. Netw Model Anal Health Inf Bioinf 1(1): 3-17. doi: 10. 1007/s13721-012-0008-4.
54. Zillner S, Sonntag D (2012) Image metadata reasoning for improved clinical decision support. Netw Model Anal Health Inf Bioinf 1(1): 37-46. doi: 10. 1007/s13721-012-0003-9.