Re-thinking the role of motor cortex: Context-sensitive motor outputs?

NeuroImage

Volumn 91, Issue , 2014, Pages 366-374

  Gandolla, Marta ^a   Ferrante, Simona ^a   Molteni, Franco ^b   Guanziroli, Eleonora ^b   Frattini, Tiziano ^b   Martegani, Alberto ^b   Ferrigno, Giancarlo ^a   Friston, Karl ^c   Pedrocchi, Alessandra ^a   Ward, Nick S ^c  

^a POLITECNICO DI MILANO   (Italy)

^b VALDUCE HOSPITAL   (Italy)

^c UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

Functional electrical stimulation; Motor cortex; Proprioception

Indexed keywords

ADULT; ARTICLE; CONTROLLED STUDY; FEMALE; FUNCTIONAL ASSESSMENT; FUNCTIONAL ELECTRICAL STIMULATION; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; MALE; MOTOR CONTROL; MOTOR CORTEX; MOTOR PERFORMANCE; NORMAL HUMAN; PRIMARY SOMATOSENSORY CORTEX; PRIORITY JOURNAL; PROPRIOCEPTION; SENSORIMOTOR FUNCTION; SENSORIMOTOR INTEGRATION; SENSORY FEEDBACK; SYNAPTIC POTENTIAL; VOLUNTARY MOVEMENT;

FUNCTIONAL ELECTRICAL STIMULATION; MOTOR CORTEX; PROPRIOCEPTION;

ADULT; BIOMECHANICAL PHENOMENA; EFFERENT PATHWAYS; ELECTRIC STIMULATION; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; LEARNING; LEG; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; MODELS, NEUROLOGICAL; MOTOR CORTEX; POSTURE; PROPRIOCEPTION; SOMATOSENSORY CORTEX; SYNAPSES; YOUNG ADULT;

EID: 84896739081     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2014.01.011     Document Type: Article

References (50)

1. Adams R.A., Shipp S., Friston K.J. Predictions not commands: active inference in the motor system. Brain Struct. Funct 2012, 10.1007/s00429-012-0475-5.
2. Andersen P., Raastad M., Storm J.F. Excitatory synaptic integration in hippocampal pyramids and dentate granule cells. Cold Spring Harb. Symp. Quant. Biol. 1990, 55:81-86.
3. Andersson J.L., Hutton C., Ashburner J., Turner R., Friston K.J. Modeling geometric deformations in EPI time series. NeuroImage 2001, 13:903-919.
4. Backes W.H., Mess W.H., van Kranen-Mastenbroek V., Reulen J.P.H. Somatosensory cortex responses to median nerve stimulation: fMRI effects of current amplitude and selective attention. Clin. Neurophysiol. 2000, 111:1738-1744.
5. Barsi G.I., Popovic D.B., Tarkka I.M., Sinkjaer T., Grey M.J. Cortical excitability changes following grasping exercise augmented with electrical stimulation. Exp. Brain Res. 2008, 191:57-66.
6. Bergquist A.J., Clair J.M., Lagerquist O., Mang C.S., Okuma Y., Collins D.F. Neuromuscular electrical stimulation: implications of the electrically evoked sensory volley. Eur. J. Appl. Physiol. 2011, 111:2409-2426.
7. Binkofski F., Buccino G., Posse S., Seitz R.J., Rizzolatti G., Freund H. A fronto-parietal circuit for object manipulation in man: evidence from an fMRI-study. Eur. J. Neurosci. 1999, 11:3276-3286.
8. Blakemore S.J., Frith C.D., Wolpert D.M. The cerebellum is involved in predicting the sensory consequences of action. Neuroreport 2001, 12:1879-1884.
9. Burke D., Gandevia S.C., McKeon B. The afferent volleys responsible for spinal proprioceptive reflexes in man. J. Physiol. 1983, 339:535-552.
10. Casellato C., Ferrante S., Gandolla M., Volonterio N., Ferrigno G., Baselli G., Frattini T., Martegani A., Molteni F., Pedrocchi A. Simultaneous measurements of kinematics and fMRI: compatibility assessment and case report on recovery evaluation of one stroke patient. J. Neuroeng. Rehabil. 2010, 7:49.
11. Chapman C.E., Ageranioti-Bélanger S.A. Discharge properties of neurones in the hand area of primary somatosensory cortex in monkeys in relation to the performance of an active tactile discrimination task. I. Areas 3b and 1. Exp. Brain Res. 1991, 87:319-339.
12. Chen T.L., Babiloni C., Ferretti A., Perrucci M.G., Romani G.L., Rossini P.M., Tartaro A., Del Gratta C. Effects of somatosensory stimulation and attention on human somatosensory cortex: an fMRI study. NeuroImage 2010, 53:181-188.
13. Christensen M.S., Grey M.J. Modulation of proprioceptive feedback during functional electrical stimulation: an fMRI study. Eur. J. Neurosci. 2013, 37:1766-1778.
14. Ciccarelli O., Toosy A.T., Marsden J.F., Wheeler-Kingshott C.M., Sahyoun C., Matthews P.M., Miller D.H., Thompson A.J. Identifying brain regions for integrative sensorimotor processing with ankle movements. Exp. Brain Res. 2005, 166:31-42.
15. Ciccarelli O., Toosy A.T., Marsden J.F., Wheeler-Kingshott C.M., Miller D.H., Matthews P.M., Thompson A.J. Functional response to active and passive ankle movements with clinical correlations in patients with primary progressive multiple sclerosis. J. Neurol. 2006, 253:882-891.
16. Cohen D.A., Prud'homme M.J., Kalaska J.F. Tactile activity in primate primary somatosensory cortex during active arm movements: correlation with receptive field properties. J. Neurophysiol. 1994, 71:161-172.
17. Collins D.F. Central contributions to contractions evoked by tetanic neuromuscular electrical stimulation. Exerc. Sport Sci. Rev. 2007, 35:102-109.
18. 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.
19. Donoghue J.P., Parham C. Afferent connections of the lateral agranular field of the rat motor cortex. J. Comp. Neurol. 1983, 217:390-404.
20. Duvernoy H.M. The Human Brain: Surface, Blood Supply, and Three-dimensional Anatomy 1991, Springer-Verlag, New York, USA.
21. Ferretti A., Del Gratta C., Babiloni C., Caulo M., Arienzo D., Tartaro A., Rossini P.M., Romani G.L. Functional topography of the secondary somatosensory cortex for nonpainful and painful stimulation of median and tibial nerve: an fMRI study. NeuroImage 2004, 23:1217-1225.
22. Francis S., Lin X., Aboushoushah S., White T.P., Phillips M., Bowtell R., Constantinescu C.S. fMRI analysis of active, passive and electrically stimulated ankle dorsiflexion. NeuroImage 2009, 44:469-479.
23. Freund P., Weiskopf N., Ward N.S., Hutton C., Gall A., Ciccarelli O., Craggs M., Friston K., Thompson A.J. Disability, atrophy and cortical reorganization following spinal cord injury. Brain 2011, 134:1610-1622.
24. Friston K.J., Ashburner J., Frith C.D., Poline J.B., Heather J.D., Frackowiak R.S.J. Spatial registration and normalization of images. Hum. Brain Mapp. 1995, 3:165-189.
25. Friston K.J., Harrison L., Penny W. Dynamic causal modelling. NeuroImage 2003, 19:1273-1302.
26. Friston K.J., Daunizeau J., Kiebel S.J. Reinforcement learning or active inference?. PLoS ONE 2009, 4:e6421.
27. Gandolla M., Ferrante S., Casellato C., Ferrigno G., Molteni F., Martegani A., Frattini T., Pedrocchi A. fMRI brain mapping during motion capture and FES induced motor tasks: signal to noise ratio assessment. Med. Eng. Phys. 2011, 33:1027-1032.
28. Genewein T., Braun D.A. A sensorimotor paradigm for Bayesian model selection. Front. Hum. Neurosci. 2012, 6:291.
29. Hinkley L.B., Krubitzer L.A., Nagarajan S.S., Disbrow E.A. Sensorimotor integration in S2, PV, and parietal rostroventral areas of the human sylvian fissure. J. Neurophysiol. 2007, 97:1288-1297.
30. Iftime-Nielsen S.D., Christensen M.S., Vingborg R.J., Sinkjaer T., Roepstorff A., Grey M.J. Interaction of electrical stimulation and voluntary hand movement in SII and the cerebellum during simulated therapeutic functional electrical stimulation in healthy adults. Hum. Brain Mapp. 2012, 33:40-49.
31. Johnstone T., Ores Walsh K.S., Greischar L.L., Alexander A.L., Fox A.S., Davidson R.J., Oakes T.R. Motion correction and the use of motion covariates in multiple-subject fMRI analysis. Hum. Brain Mapp. 2006, 27:779-788.
32. Khaslavskaia S., Sinkjaer T. Motor cortex excitability following repetitive electrical stimulation of the common peroneal nerve depends on the voluntary drive. Exp. Brain Res. 2005, 162:497-502.
33. Kido Thompson A., Stein R.B. Short-term effects of functional electrical stimulation on motor-evoked potentials in ankle flexor and extensor muscles. Exp. Brain Res. 2004, 159:491-500.
34. Knash M.E., Kido A., Gorassini M., Chan K.M., Stein R.B. Electrical stimulation of the human common peroneal nerve elicits lasting facilitation of cortical motor-evoked potentials. Exp. Brain Res. 2003, 153:366-377.
35. Körding K.P., Wolpert D.M. Bayesian integration in sensorimotor learning. Nature 2004, 427:244-247.
36. Leis A.A., Grubwieser G.J., Schild J.H., West M.S., Stokic D.S. Control of Ia afferent input to Triceos Surae (Soleus) locomotor nucleus precedes agonist muscle activation during gait. J. Electromyogr. Kinesiol. 1995, 5:95-100.
37. Léonard G., Mercier C., Tremblay L.E. Effect of repetitive afferent electrical stimulation of the lower limb on corticomotor excitability and implications for rehabilitation. J. Clin. Neurosci. 2013, 20:435-439.
38. Padberg J., Disbrow E., Krubitzer L. The organization and connections of anterior and posterior parietal cortex in titi monkeys: do new world monkeys have an area 2?. Cereb. Cortex 2005, 15:1938-1963.
39. Penny W.D., Stephan K.E., Mechelli A., Friston K.J. Comparing dynamic causal models. NeuroImage 2004, 22:1157-1172.
40. Picard N., Strick P.L. Imaging the premotor areas. Curr. Opin. Neurol. 2001, 11:663-672.
41. Rocco M.M., Brumberg J.C. The sensorimotor slice. J. Neurosci. Methods 2007, 162:139-147.
42. Rosenkranz K., Rothwell J.C. Modulation of proprioceptive integration in the motor cortex shapes human motor learning. J. Neurosci. 2012, 32:9000-9006.
43. Schwarz D.W., Deecke L., Fredrickson J.M. Cortical projection of group I muscle afferents to areas 2, 3a, and the vestibular field in the rhesus monkey. Exp. Brain Res. 1973, 17:516-526.
44. Stephan K.E., Roebroeck A. A short history of causal modeling of fMRI data. NeuroImage 2012, 62:856-863.
45. Stephan K.E., Penny W.D., Moran R.J., Den Ouden H.E., Daunizeau J., Friston K.J. Ten simple rules for dynamic causal modeling. NeuroImage 2010, 49:3099-3109.
46. Stinear J.W., Hornby T.G. Stimulation-induced changes in lower limb corticomotor excitability during treadmill walking in humans. J. Physiol. Lond. 2005, 567:701-711.
47. Talairach J., Tournoux P. Co-planar Stereotaxic Atlas of the Human Brain 1988, Thieme, Stuttgart.
48. Ward N.S., Swayne O.B.C., Newton J.M. Age-dependent changes in the neural correlates of force modulation: an fMRI study. Neurobiol. Aging 2008, 29:1434-1446.
49. Wolpert D.M., Ghahramani Z. Computational principles of movement neuroscience. Nat. Neurosci. Suppl. 2000, 3:1212-1217.
50. Wolpert D.M., Kawato M. Multiple paired forward and inverse models for motor control. Neural Netw. 1998, 11:1317-1329.