Nonlinear cortical modulation of muscle fatigue: A functional MRI study

Brain Research

Volumn 957, Issue 2, 2002, Pages 320-329

  Liu, Jing Z ^a,b   Dai, Te H ^b   Sahgal, Vinod ^a   Brown, Robert W ^b   Yue, Guang H ^a  

^a LERNER RESEARCH INSTITUTE   (United States)

^b CASE WESTERN RESERVE UNIVERSITY   (United States)

Author keywords

Brain activation; Finger muscle EMG; Functional magnetic resonance imaging; Handgrip force; Maximal voluntary contraction; Muscle fatigue

Indexed keywords

ADULT; ARTICLE; ASSOCIATION CORTEX; BEHAVIOR; BRAIN REGION; CINGULATE GYRUS; CONTROLLED STUDY; ELECTROMYOGRAPHY; FEEDBACK SYSTEM; FEMALE; FINGER; HAND GRIP; HUMAN; MALE; MEASUREMENT; MOTOR CORTEX; MUSCLE CONTRACTION; MUSCLE FATIGUE; MUSCLE FORCE; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PREFRONTAL CORTEX; PRIORITY JOURNAL; SENSORIMOTOR CORTEX;

AFFERENT PATHWAYS; ARM; BRAIN MAPPING; CEREBRAL CORTEX; EFFERENT PATHWAYS; ELECTROMYOGRAPHY; FEMALE; GYRUS CINGULI; HAND STRENGTH; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MOTOR CORTEX; MOVEMENT; MUSCLE CONTRACTION; MUSCLE FATIGUE; MUSCLE, SKELETAL; PREFRONTAL CORTEX; SOMATOSENSORY CORTEX;

EID: 0037073550     PISSN: 00068993     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0006-8993(02)03665-X     Document Type: Article

References (44)

1. Arndt S., Cizadlo T., O'Leary D., Gold S., Andreasen N.C. Normalizing counts and cerebral blood flow intensity in functional imaging studies of the human brain. Neuroimage. 3:1996;175-184.
2. Bannister P.R., Flitney D., Woolrich M., Smith S. Lowpass temporal filtering in fMRI time series. Sixth Int. Conf. on Functional Mapping of the Human Brain:2000;658.
3. Bigland-Ritchie B. EMG/force relations and fatigue of human voluntary contractions. Exer. Sport Sci. Rev. 9:1981;75-117.
4. Bigland-Ritchie B., Johansson R., Lippold O.C., Smith S., Woods J.J. Changes in motoneurone firing rates during sustained maximal voluntary contractions. J. Physiol. (London). 340:1983;335-346.
5. Brasil-Neto J.P., Cohen L.G., Hallet M. Central fatigue as revealed by postexercise decrement of motor evoked potentials. Muscle Nerve. 17:1994;713-719.
6. Dai T.H., Liu J.Z., Sahgal V., Brown R.W., Yue G.H. Relationship between muscle output and functional MRI-measured brain activation. Exp. Brain Res. 140:2001;290-300.
7. Dettmers C., Fink G.R., Lemon R.N., Stephan K.M., Passingham R.E., Silbersweig D., Holmes A., Ridding M.C., Brooks D.J., Frackowiak R.S. Relation between cerebral activity and force in the motor areas of the human brain. J. Neurophysiol. 74:1995;802-815.
8. Disbrow E.A., Slutsky D.A., Roberts T.P., Krubitzer L.A. Functional MRI at 1.5 tesla: a comparison of the blood oxygenation level-dependent signal and electrophysiology. Proc. Natl. Acad. Sci. USA. 97:2000;9718-9723.
9. Duong T.Q., Kim D.S., Ugurbil K., Kim S.G. Spatiotemporal dynamics of the BOLD fMRI signals: toward mapping submillimeter cortical columns using the early negative response. Magn. Reson. Med. 44:2000;231-242.
10. Enoka R.M., Stuart D.G. Neurobiology of muscle fatigue. J. Appl. Physiol. 72:1992;1631-1648.
11. Friston K.J., Worsley K.J., Frackowiak R.S.J., Mazziotta J.C., Evans A.C. Assessing the significance of focal activations using their spatial extent. Hum. Brain Mapping. 1:1994;210-220.
12. Garland S.J. Role of small diameter afferents in reflex inhibition during human muscle fatigue. J. Physiol. (London). 435:1991;547-558.
13. Garland S.J., Kaufman M.P. Role of muscle afferents in the inhibition of motoneurons during fatigue. Gandevia S.C., Enoka R.M., McComas A.J., Thomas C.K., Fatigue - Neural and Muscular Mechanisms. 1995;271-278 Plenum, New York.
14. Garland S.J., Garner S.H., McComas A.J. Reduced voluntary electromyographic activity after fatiguing stimulation of human muscle. J. Physiol. (London). 401:1988;547-556.
15. Haxby J.V., Gobbini M.I., Furey M.L., Ishai A., Schouten J.L., Pietrini P. Distributed and overlapping representations of faces and objects in ventral temporal cortex. Science. 293:2001;2425-2430.
16. Hayward L., Breitbach D., Rymer W.Z. Increased inhibitory effects on close synergists during muscle fatigue in the decerebrate cat. Brain Res. 440:1988;199-203.
17. Hayward L., Wesselmann U., Rymer W.Z. Effects of muscle fatigue on mechanically sensitive afferents of slow conduction velocity in the cat triceps surae. J. Neurophysiol. 65:1991;360-370.
18. Heeger D.J., Huk A.C., Geisler W.S., Albrecht D.G. Spikes versus BOLD: what does neuroimaging tell us about neuronal activity? Nat. Neurosci. 3:2000;631-633.
19. Holmes A.P., Josephs O., Büchel C., Friston K.J. Statistical modeling of low frequency confounds in fMRI. Neuroimage. 5:1997;s480.
20. Iversen S., Kupfermann I., Kandel E.R. Emotional states and feelings. Kandel E.R., Schwartz J.H., Jessell T.M., Principles of Neural Science. 4th Edition:2000;982-997 McGraw-Hill, New York.
21. Johnson M.J., Alloway K.D. Sensory modulation of synchronous thalamocortical interactions in the somatosensory system of the cat. Exp. Brain Res. 102:1994;181-197.
22. Jueptner M., Weiller C. Review: Does measurement of regional cerebral blood flow reflect synaptic activity? - Implications for PET and fMRI. Neuroimage. 2:1995;148-156.
23. Kim S.G., Ashe J., Georgopoulos A.P., Merkle H., Ellermann J.M., Menon R.S., Ogawa S., Ugurbil K. Functional imaging of human motor cortex at high magnetic field. J. Neurophysiol. 69:1993;297-302.
24. König P., Engel A.K. Correlated firing in sensory-motor systems. Curr. Opin. Neurobiol. 5:1995;511-519.
25. Kwong K.K., Belliveau J.W., Chesler D.A., Goldberg I.E., Weisskoff R.M., Poncelet B.P., Kennedy D.N., Hoppel B.E., Cohen M.S., Turner R. Dynamic magnetic resonance imaging of human brain activity during primary sensory stimulation. Proc. Natl. Acad. Sci. USA. 89:1992;5675-5679.
26. Lerner E.J. New tools for imaging the brain. Indust. Phys. 6:2000;18-21.
27. Liu J.Z., Dai T.H., Elster T.H., Sahgal V., Brown R.W., Yue G.H. Simultaneous measurement of human joint force, surface electromyograms, and functional MRI-measured brain activation. J. Neurosci. Methods. 101:2000;49-57.
28. Liu J.Z., Zhang L.D., Yao B., Yue G.H. Accessory hardware for neuromuscular measurements during functional MRI experiments. Magn. Reson. Mater. Phys. Biol. Phys. Med. 13:2002;164-171.
29. Logothetis N.K., Pauls J., Augath M., Trinath T., Oeltermann A. Neurophysiological investigation of the basis of the fMRI signal. Nature. 412:2001;150-157.
30. McComas A.J., Miller R.G., Gandevia S.C. Fatigue sought on by malfunction of the central and peripheral nervous system. Gandevia S.C., Enoka R.M., McComas A.J., Thomas C.K., Fatigue - Neural and Muscular Mechanisms. 1995;495-512 Plenum, New York.
31. Murthy V.N., Fetz E.E. Coherent 25- to 35-Hz oscillations in the sensorimotor cortex of awake behaving monkeys. Proc. Natl. Acad. Sci. USA. 89:1992;5670-5674.
32. Nowak L.G., Munk M.H.J., Nelson J.I., James A.C., Bullier J. Structural basis of cortical synchronization. I. Three types of interhemispheric coupling. J. Neurophysiol. 74:1995;2379-2400.
33. Ogawa S., Menon R.S., Tank D.W., Kim S.G., Merkle H., Ellermann J.M., Ugurbil K. Functional brain mapping by blood oxygenation level-dependent contrast magnetic resonance imaging: a comparison of signal characteristics with a biophysical model. Biophys. J. 64:1993;803-812.
34. Poline J.B., Mazoyer B.M. Enhanced detection in brain activation maps using a multifiltering approach. J. Cereb. Blood Flow Metab. 14:1994;639-642.
35. Poline J.B., Mazoyer B.M. An analysis of individual brain activation maps using hierarchical description and multiscale detection. IEEE Trans. Med. Image. 13:1994;702-710.
36. Rees G., Friston K., Koch C. A direct quantitative relationship between the functional properties of human and macaque V5. Nat. Neurosci. 3:2000;716-723.
37. Siegmund D.O., Worsley K.J. Testing for a signal with unknown location and scale in a stationary Gaussian random field. Ann. Stat. 23:1995;640-669.
38. Siemionow V., Yue G.H., Ranganathan V.K., Liu J.Z., Sahgal V. Relationship between motor activity-related cortical potential and voluntary muscle activation. Exp. Brain Res. 133:2000;303-311.
39. Taylor J.L., Butler J.E., Allen G.M., Gandevia S.C. Changes in motor cortical excitability during human muscle fatigue. J. Physiol. (London). 490:1996;519-528.
40. Taylor J.L., Allen G.M., Butler J.E., Gandevia S.C. Supraspinal fatigue during intermittent maximal voluntary contractions of the human elbow flexors. J. Appl. Physiol. 89:2000;305-313.
41. Thomas C.K., Bigland-Ritchie B., Johansson R.S. Force-frequency relationships of human thenar motor units. J. Neurophysiol. 65:1991;1509-1516.
42. Woods R.P., Cherry S.R., Mazziotta J.C. Rapid automated algorithm for aligning and reslicing PET images. J. Comput. Assist. Tomogr. 16:1992;620-633.
43. Woods R.P., Mazziotta J.C., Cherry S.R. MRI-PET registration with automated algorithm. J. Comput. Assist. Tomogr. 17:1993;536-546.
44. Yue G.H., Liu J.Z., Siemionow V., Ranganathan V.K., Ng T.C., Sahgal V. Brain activation during human finger extension and flexion movements. Brain Res. 856:2000;291-300.