Stride-time variability and sensorimotor cortical activation during walking

NeuroImage

Volumn 59, Issue 2, 2012, Pages 1602-1607

  Kurz, Max J ^a   Wilson, Tony W ^b   Arpin, David J ^a  

^a UNIVERSITY OF NEBRASKA MEDICAL CENTER   (United States)

^b UNIVERSITY OF NEBRASKA MEDICAL CENTER   (United States)

Author keywords

Cortex; FNRIS; Gait; Locomotion; Mobile brain imaging; NIRS; Optical imaging

Indexed keywords

DEOXYGENATED HEMOGLOBIN; HEMOGLOBIN; OXYGENATED HEMOGLOBIN; UNCLASSIFIED DRUG;

ADULT; ARTICLE; BRAIN FUNCTION; BRAIN LEVEL; FUNCTIONAL NEAR INFRARED SPECTROSCOPY; GAIT; HUMAN; HUMAN EXPERIMENT; MUSCULOSKELETAL FUNCTION; NEAR INFRARED SPECTROSCOPY; NORMAL HUMAN; POSTCENTRAL GYRUS; PRIMARY MOTOR CORTEX; PRIORITY JOURNAL; SENSORIMOTOR CORTEX; STANDING; SUPERIOR PARIETAL LOBULE; SUPPLEMENTARY MOTOR AREA; TREADMILL; WALKING; WALKING SPEED;

BRAIN MAPPING; EVOKED POTENTIALS, SOMATOSENSORY; FEMALE; GAIT; HUMANS; MALE; MOTOR CORTEX; SOMATOSENSORY CORTEX; WALKING; YOUNG ADULT;

EID: 83055181215     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2011.08.084     Document Type: Article

References (60)

1. Beres-Jones J.A., Harkema S.J. The human spinal cord interprets velocity-dependent afferent input during stepping. Brain 2004, 127:2232-2246.
2. Boas D.A., Dale A.M., Franceschini M.A. Diffuse optical imaging of brain activation: approaches to optimizing image sensitivity, resolution, and accuracy. NeuroImage 2004, 23(Suppl. 1):S275-S288.
3. Brach J.S., Berlin J.E., VanSwearingen J.M., Newman A.B., Studenski S.A. Too much or too little step width variability is associated with a fall history in older persons who walk at or near normal gait speed. J. Neuroeng. Rehabil. 2005, 2:21.
4. Choi J.T., Bastian A.J. Adaptation reveals independent control networks for human walking. Nat. Neurosci. 2007, 10:1055-1062.
5. Cope M., Delpy D.T. System for long-term measurement of cerebral blood and tissue oxygenation on newborn infants by near infra-red transillumination. Med. Biol. Eng. Comput. 1988, 26:289-294.
6. Dobkin B.H., Firestine A., West M., Saremi K., Woods R. Ankle dorsiflexion as an fMRI paradigm to assay motor control for walking during rehabilitation. NeuroImage 2004, 23:370-381.
7. Donelan J.M., Shipman D.W., Kram R., Kuo A.D. Mechanical and metabolic requirements for active lateral stabilization in human walking. J. Biomech. 2004, 37:827-835.
8. Edgerton V.R., Roy R.R. Robotic training and spinal cord plasticity. Brain Res. Bull. 2009, 78:4-12.
9. Enzinger C., Dawes H., Johansen-Berg H., Wade D., Bogdanovic M., Collett J., Guy C., Kischka U., Ropele S., Fazekas F., Matthews P.M. Brain activity changes associated with treadmill training after stroke. Stroke 2009, 40:2460-2467.
10. Fong A.J., Cai L.L., Otoshi C.K., Reinkensmeyer D.J., Burdick J.W., Roy R.R., Edgerton V.R. Spinal cord-transected mice learn to step in response to quipazine treatment and robotic training. J. Neurosci. 2005, 25:11738-11747.
11. Frenkel-Toledo S., Giladi N., Peretz C., Herman T., Gruendlinger L., Hausdorff J.M. Effect of gait speed on gait rhythmicity in Parkinson's disease: variability of stride time and swing time respond differently. J. Neuroeng. Rehabil. 2005, 2:23.
12. Fukuyama H., Ouchi Y., Matsuzaki S., Nagahama Y., Yamauchi H., Ogawa M., Kimura J., Shibasaki H. Brain functional activity during gait in normal subjects: a SPECT study. Neurosci. Lett. 1997, 228:183-186.
13. Gabell A., Nayak U.S. The effect of age on variability in gait. J. Gerontol. 1984, 39:662-666.
14. Grasso R., Bianchi L., Lacquaniti F. Motor patterns for human gait: backward versus forward locomotion. J. Neurophysiol. 1998, 80:1868-1885.
15. Gwin J.T., Gramann K., Makeig S., Ferris D.P. Electrocortical activity is coupled to gait cycle phase during treadmill walking. NeuroImage 2010, 54:1289-1296.
16. Hackney M.E., Earhart G.M. Backward walking in Parkinson's disease. Mov. Disord. 2009, 24:218-223.
17. Hanakawa T., Fukuyama H., Katsumi Y., Honda M., Shibasaki H. Enhanced lateral premotor activity during paradoxical gait in Parkinson's disease. Ann. Neurol. 1999, 45:329-336.
18. Hanakawa T., Katsumi Y., Fukuyama H., Honda M., Hayashi T., Kimura J., Shibasaki H. Mechanisms underlying gait disturbance in Parkinson's disease: a single photon emission computed tomography study. Brain 1999, 122(Pt 7):1271-1282.
19. Harada T., Miyai I., Suzuki M., Kubota K. Gait capacity affects cortical activation patterns related to speed control in the elderly. Exp. Brain. Res. 2009, 193:445-454.
20. Harkema S.J., Hurley S.L., Patel U.K., Requejo P.S., Dobkin B.H., Edgerton V.R. Human lumbosacral spinal cord interprets loading during stepping. J. Neurophysiol. 1997, 77:797-811.
21. Hatakenaka M., Miyai I., Mihara M., Sakoda S., Kubota K. Frontal regions involved in learning of motor skill-a functional NIRS study. NeuroImage 2007, 34:109-116.
22. Hausdorff J.M. Gait dynamics, fractals and falls: finding meaning in the stride-to- stride fluctuations of human walking. Hum. Mov. Sci. 2007, 26:555-589.
23. Hausdorff J.M. Gait dynamics in Parkinson's disease: common and distinct behavior among stride length, gait variability, and fractal-like scaling. Chaos 2009, 19:026113.
24. Hausdorff J.M., Edelberg H.K., Mitchell S.L., Goldberger A.L., Wei J.Y. Increased gait unsteadiness in community-dwelling elderly fallers. Arch. Phys. Med. Rehabil. 1997, 78:278-283.
25. Hausdorff J.M., Cudkowicz M.E., Firtion R., Wei J.Y., Goldberger A.L. Gait variability and basal ganglia disorders: stride-to-stride variations of gait cycle timing in Parkinson's disease and Huntington's disease. Mov. Disord. 1998, 13:428-437.
26. Hausdorff J.M., Rios D.A., Edelberg H.K. Gait variability and fall risk in community-living older adults: a 1-year prospective study. Arch. Phys. Med. Rehabil. 2001, 82:1050-1056.
27. Hausdorff J.M., Lowenthal J., Herman T., Gruendlinger L., Peretz C., Giladi N. Rhythmic auditory stimulation modulates gait variability in Parkinson's disease. Eur. J. Neurosci. 2007, 26:2369-2375.
28. Holper L., Biallas M., Wolf M. Task complexity relates to activation of cortical motor areas during uni- and bimanual performance: a functional NIRS study. NeuroImage 2009, 46:1105-1113.
29. Hoshi Y., Kobayashi N., Tamura M. Interpretation of near-infrared spectroscopy signals: a study with a newly developed perfused rat brain model. J. Appl. Physiol. 2001, 90:1657-1662.
30. Huppert T.J., Hoge R.D., Diamond S.G., Franceschini M.A., Boas D.A. A temporal comparison of BOLD, ASL, and NIRS hemodynamic responses to motor stimuli in adult humans. NeuroImage 2006, 29:368-382.
31. Jasper H.H. The ten-twenty electrode system of the International Federation. Electroencephalogr. Clin. Neurophysiol. 1958, 10:371-375.
32. Kurz M.J., Stergiou N. The aging human neuromuscular system expresses less certainty for selecting joint kinematics during gait. Neurosci. Lett. 2003, 348:155-158.
33. Kyvelidou A., Kurz M.J., Ehlers J.L., Stergiou N. Aging and partial body weight support affects gait variability. J. Neuroeng. Rehabil. 2008, 5:22.
34. la Fougere C., Zwergal A., Rominger A., Forster S., Fesl G., Dieterich M., Brandt T., Strupp M., Bartenstein P., Jahn K. Real versus imagined locomotion: a [18F]-FDG PET-fMRI comparison. NeuroImage 2010, 50:1589-1598.
35. Laufer Y. Effect of age on characteristics of forward and backward gait at preferred and accelerated walking speed. J. Gerontol. A Biol. Sci. Med. Sci. 2005, 60:627-632.
36. Leff D.R., Orihuela-Espina F., Elwell C.E., Athanasiou T., Delpy D.T., Darzi A.W., Yang G.Z. Assessment of the cerebral cortex during motor task behaviours in adults: a systematic review of functional near infrared spectroscopy (fNIRS) studies. NeuroImage 2011, 54(4):2922-2936.
37. Luft A.R., Macko R.F., Forrester L.W., Villagra F., Ivey F., Sorkin J.D., Whitall J., McCombe-Waller S., Katzel L., Goldberg A.P., Hanley D.F. Treadmill exercise activates subcortical neural networks and improves walking after stroke: a randomized controlled trial. Stroke 2008, 39:3341-3350.
38. MacKinnon C.D., Winter D.A. Control of whole body balance in the frontal plane during human walking. J. Biomech. 1993, 26:633-644.
39. Maki B.E. Gait changes in older adults: predictors of falls or indicators of fear. J. Am. Geriatr. Soc. 1997, 45:313-320.
40. Minetti A.E., Ardigo L.P. The transmission efficiency of backward walking at different gradients. Pflugers Arch. 2001, 442:542-546.
41. Miyai I., Tanabe H.C., Sase I., Eda H., Oda I., Konishi I., Tsunazawa Y., Suzuki T., Yanagida T., Kubota K. Cortical mapping of gait in humans: a near-infrared spectroscopic topography study. NeuroImage 2001, 14:1186-1192.
42. Miyai I., Yagura H., Hatakenaka M., Oda I., Konishi I., Kubota K. Longitudinal optical imaging study for locomotor recovery after stroke. Stroke 2003, 34:2866-2870.
43. Miyai I., Suzuki M., Hatakenaka M., Kubota K. Effect of body weight support on cortical activation during gait in patients with stroke. Exp. Brain. Res. 2006, 169:85-91.
44. Obrig H., Villringer A. Beyond the visible-imaging the human brain with light. J. Cereb. Blood Flow Metab. 2003, 23:1-18.
45. Okamoto M., Dan I. Automated cortical projection of head-surface locations for transcranial functional brain mapping. NeuroImage 2005, 26:18-28.
46. Okamoto M., Dan H., Sakamoto K., Takeo K., Shimizu K., Kohno S., Oda I., Isobe S., Suzuki T., Kohyama K., Dan I. Three-dimensional probabilistic anatomical cranio-cerebral correlation via the international 10-20 system oriented for transcranial functional brain mapping. NeuroImage 2004, 21:99-111.
47. Phillips J.P., Sullivan K.J., Burtner P.A., Caprihan A., Provost B., Bernitsky- Beddingfield A. Ankle dorsiflexion fMRI in children with cerebral palsy undergoing intensive body-weight-supported treadmill training: a pilot study. Dev. Med. Child Neurol. 2007, 49:39-44.
48. Redfern M.S., Schumann T. A model of foot placement during gait. J. Biomech. 1994, 27:1339-1346.
49. Reynolds R.F., Day B.L. Visual guidance of the human foot during a step. J. Physiol. 2005, 569:677-684.
50. Rosano C., Brach J., Studenski S., Longstreth W.T., Newman A.B. Gait variability is associated with subclinical brain vascular abnormalities in high-functioning older adults. Neuroepidem. 2007, 29:193-200.
51. Sato T., Ito M., Suto T., Kameyama M., Suda M., Yamagishi Y., Ohsima A., Uehara T., Fukuda M., Mikuni M. Time courses of brain activation and their implications for function: a multichannel near-infrared spectroscopy study during finger tapping. Neurosci. Res. 2007, 58:297-304.
52. Strangman G., Culver J.P., Thompson J.H., Boas D.A. A quantitative comparison of simultaneous BOLD fMRI and NIRS recordings during functional brain activation. NeuroImage 2002, 17:719-731.
53. Strangman G., Franceschini M.A., Boas D.A. Factors affecting the accuracy of near-infrared spectroscopy concentration calculations for focal changes in oxygenation parameters. NeuroImage 2003, 18:865-879.
54. Thorstensson A. How is the normal locomotor program modified to produce backward walking?. Exp. Brain Res. 1986, 61:664-668.
55. van Deursen R.W., Flynn T.W., McCrory J.L., Morag E. Does a single control mechanism exist for both forward and backward walking?. Gait Posture 1998, 7:214-224.
56. Vilensky J.A., Gankiewcz E., Gehlsen G. A kinematic comparison of backward and forward walking in humans. J. Hum. Mov. Stud. 1987, 13:29-50.
57. Winter D.A., Pluck N., Yang J.F. Backward walking: a simple reversal of forward walking?. J. Mot. Behav. 1989, 21:291-305.
58. You S.H., Jang S.H., Kim Y.H., Hallett M., Ahn S.H., Kwon Y.H., Kim J.H., Lee M.Y. Virtual reality-induced cortical reorganization and associated locomotor recovery in chronic stroke: an experimenter-blind randomized study. Stroke 2005, 36:1166-1171.
59. Zelenin P.V., Deliagina T.G., Orlovsky G.N., Karayannidou A., Stout E.E., Sirota M.G., Beloozerova I.N. Activity of motor cortex neurons during backward locomotion. J. Neurophysiol. 2011, 105(6):2698-2714.
60. Zhang Y., Brooks D.H., Franceschini M.A., Boas D.A. Eigenvector-based spatial filtering for reduction of physiological interference in diffuse optical imaging. J. Biomed. Opt. 2005, 10:11014.