Computational modelling of movement-related beta-oscillatory dynamics in human motor cortex

NeuroImage

Volumn 133, Issue , 2016, Pages 224-232

  Bhatt, Mrudul B ^a   Bowen, Stephanie ^a   Rossiter, Holly E ^a   Dupont Hadwen, Joshua ^a   Moran, Rosalyn J ^b   Friston, Karl J ^a   Ward, Nick S ^a  

^a UNIVERSITY COLLEGE LONDON   (United Kingdom)

^b VIRGINIA TECH CARILION SCHOOL OF MEDICINE   (United States)

Author keywords

Beta; DCM; M1; MEG; Movement related beta desynchronisation; Oscillations; Primary motor cortex

Indexed keywords

ADULT; ARTICLE; BETA RHYTHM; BRAIN FUNCTION; CEREBROVASCULAR ACCIDENT; CONTROLLED STUDY; DYNAMIC CAUSAL MODELLING; FEMALE; HAND GRIP; HUMAN; HUMAN EXPERIMENT; IN VIVO STUDY; INHIBITION (PSYCHOLOGY); MAGNETOENCEPHALOGRAPHY; MALE; MATHEMATICAL MODEL; NEUROMUSCULAR FUNCTION; NEURONAL OSCILLATION; NORMAL HUMAN; PARKINSON DISEASE; PRECISION GRIP; PRIMARY MOTOR CORTEX; PRIORITY JOURNAL; REST; BIOLOGICAL MODEL; BIOLOGICAL RHYTHM; BRAIN MAPPING; COMPUTER SIMULATION; MOTOR CORTEX; MOTOR EVOKED POTENTIAL; MOVEMENT (PHYSIOLOGY); NERVE CELL NETWORK; PHYSIOLOGY; PROCEDURES; YOUNG ADULT;

BETA RHYTHM; BIOLOGICAL CLOCKS; BRAIN MAPPING; COMPUTER SIMULATION; EVOKED POTENTIALS, MOTOR; FEMALE; HUMANS; MAGNETOENCEPHALOGRAPHY; MALE; MODELS, NEUROLOGICAL; MOTOR CORTEX; MOVEMENT; NERVE NET; YOUNG ADULT;

EID: 84961618713     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2016.02.078     Document Type: Article

References (53)

1. Allegrini Paolo, Menicucci Danilo, Bedini Remo, Fronzoni Leone, Gemignani Angelo, Grigolini Paolo, West Bruce J., Paradisi Paolo Spontaneous brain activity as a source of ideal 1/F noise. Phys. Rev. E 2009, 80.6. (n. pag. Web).
2. Anderson Charles T., Sheets Patrick L., Kiritani Taro, Shepherd Gordon M.G. Sublayer-specific microcircuits of corticospinal and corticostriatal neurons in motor cortex. Nat. Neurosci. 2010, 13(6):739-744.
3. Barnes Gareth R., Hillebrand Arjan, Fawcett Ian P., Singh Krish D. Realistic spatial sampling for MEG Beamformer Images. Hum. Brain Mapp. 2004, 23(2):120-127.
4. Bastos Andre M., Martin Usrey W., Adams Rick A., Mangun George R., Fries Pascal, Friston Karl J. Canonical microcircuits for predictive coding. Neuron 2012, 76(4):695-711.
5. Bastos A.m., Litvak V., Moran R., Bosman C.a., Fries P., Friston K.j. A DCM study of spectral asymmetries in feedforward and feedback connections between visual areas V1 and V4 in the monkey. NeuroImage 2015, 108:460-475.
6. Bédard C., Kröger H., Destexhe A. Does the 1/F frequency scaling of brain signals reflect self-organized critical states?. Phys. Rev. Lett. 2006, 97(11). (n. pag. Web).
7. Bédard Claude, Destexhe Alain Macroscopic models of local field potentials and the apparent 1/f noise in brain activity. Biophys. J. 2009, 96(7):2589-2603. (Web).
8. Benjamini Yoav, Wei Liu A step-down multiple hypotheses testing procedure that controls the false discovery rate under independence. J. Stat. Plan. Infer. 1999, 82(1-2):163-170.
9. Bollimunta A., Mo J., Schroeder C.E., Ding M. Neuronal mechanisms and attentional modulation of corticothalamic alpha oscillations. J. Neurosci. 2011, 31(13):4935-4943.
10. Brecht Michael, Krauss Andreas, Muhammad Sajjad, Sinai-Esfahani Laleh, Bellanca Sebastiano, Margrie Troy W. Organization of rat vibrissa motor cortex and adjacent areas according to cytoarchitectonics, microstimulation, and intracellular stimulation of identified cells. J. Comp. Neurol. 2004, 479(4):360-373.
11. Brodmann Korbinian, Garey Laurence Brodmann's Localisation in the Cerebral Cortex 1999, Imperial College, London, (Print).
12. Brookes Matthew J., Vrba Jiri, Robinson Stephen E., Stevenson Claire M., Peters Andrew M., Barnes Gareth R., Hillebrand Arjan, Morris Peter G. Optimising experimental design for MEG beamformer imaging. NeuroImage 2008, 39.4:1788-1802. (Web).
13. Brown P. Bad oscillations in Parkinson's disease. J. Neural Transm. 2006, 27-30. (Supplementa Parkinson's Disease and Related Disorders).
14. Buffalo E.A., Fries P., Landman R., Buschman T.J., Desimone R. Laminar differences in gamma and alpha coherence in the ventral stream. Proc. Natl. Acad. Sci. 2011, 108(27):11262-11267.
15. Engel Andreas K., Fries Pascal Beta-band oscillations-signaling the status quo?. Curr. Opin. Neurobiol. 2010, 20(2):156-165.
16. Freestone Dean R., Karoly Philippa J., Nešić Dragan, Aram Parham, Cook Mark J., Grayden David B. Estimation of effective connectivity via data-driven neural modeling. Front. Neurosci. 2016, (Frontiers Media S.A., n.d. Web. 22 Jan.).
17. Friston K., Kiebel S. Predictive coding under the free-energy principle. Phil. Trans. R. Soc. B 2009, 364(1521):1211-1221.
18. Friston Karl, Penny Will Post hoc Bayesian model selection. NeuroImage 2011, 56(4):2089-2099.
19. Friston Karl J., Stephan Klaas E. Free-energy and the brain. Synthese 2007, 159(3):417-458.
20. Friston K.j., Bastos A., Litvak V., Stephan K.e., Fries P., Moran R.j. DCM for complex-valued data: cross-spectra, coherence and phase-delays. NeuroImage 2012, 59(1):439-455.
21. Hillebrand Arjan, Barnes Gareth R. Beamformer analysis of MEG data. Magnetoencephalography Int. Rev. Neurobiol. 2005, 149-71.
22. Hooks B.M., Mao T., Gutnisky D.A., Yamawaki N., Svoboda K., Shepherd G.M.G. Organization of cortical and thalamic input to pyramidal neurons in Mouse Motor cortex. J. Neurosci. 2013, 33(2):748-760.
23. Kass Robert E., Raftery Adrian E. Bayes factors. J. Am. Stat. Assoc. 1995, 90(430):773-795.
24. Van Kerkoerle Timo, Self Matthew W., Dagnino Bruno, Gariel-Mathis Marie-Alice, Poort Jasper, Van Der Togt Chris, Roelfsema Pieter R. Alpha and gamma oscillations characterize feedback and feedforward processing in monkey visual cortex. Proc. Natl. Acad. Sci. U. S. A. 2014, 111(40):14332-14341.
25. Kiebel Stefan J., David Olivier, Friston Karl J. Dynamic causal modeling of evoked responses in EEG/MEG with lead field parameterization. NeuroImage 2006, 30(4):1273-1284.
26. Lacey Michael G., Gooding-Williams Gerard, Prokic Emma J., Yamawaki Naoki, Hall Stephen D., Stanford Ian M., Woodhall Gavin L. Spike firing and IPSPs in layer V pyramidal neurons during beta oscillations in rat primary motor cortex (M1) in vitro. PLoS ONE 2014, 9.1. (n. pag.).
27. Litvak Vladimir, Mattout Jérémie, Kiebel Stefan, Phillips Christophe, Henson Richard, Kilner James, Barnes Gareth, Oostenveld Robert, Daunizeau Jean, Flandin Guillaume, Penny Will, Friston Karl EEG and MEG data analysis in SPM8. Comput. Intell. Neurosci. 2011, 2011:1-32.
28. Maier Distinct superficial and deep laminar domains of activity in the visual cortex during rest and stimulation. Front. Syst. Neurosci 2010, (n. pag.).
29. Moran R.j., Stephan K.e., Kiebel S.j., Rombach N., O'connor W.T., Murphy K.J., Reilly R.B., Friston K.J. Bayesian estimation of Synaptic physiology from the spectral responses of neural masses. NeuroImage 2008, 42(1):272-284.
30. Moran R.j., Stephan K.e., Seidenbecher T., Pape H.-C., Dolan R.j., Friston K.j. Dynamic causal models of steady-state responses. NeuroImage 2009, 44(3):796-811.
31. Moran Rosalyn, Pinotsis Dimitris A., Friston Karl Neural masses and fields in dynamic causal modeling. Front. Comput. Neurosci. 2013, 7. (n. pag).
32. Moran Rosalyn J., Symmonds Mkael, Stephan Klaas E., Friston Karl J., Dolan Raymond J. An in vivo assay of synaptic function mediating human cognition. Curr. Biol. 2011, 21(15):1320-1325.
33. Muthukumaraswamy S.D., Carhart-Harris R.L., Moran R.J., Brookes M.J., Williams T.M., Errtizoe D., Sessa B., Papadopoulos A., Bolstridge M., Singh K.D., Feilding A., Friston K.J., Nutt D.J. Broadband cortical desynchronization underlies the human psychedelic state. J. Neurosci. 2013, 33(38):15171-15183.
34. Penny W.D., Stephan K.E., Mechelli A., Friston K.J. Comparing dynamic causal models. NeuroImage 2004, 22(3):1157-1172.
35. Roopun A.K., Middleton S.J., Cunningham M.O., LeBeau F.E.N., Bibbig A., Whittington M.A., Traub R.D. A beta2-frequency (20-30 Hz) oscillation in nonsynaptic networks of somatosensory cortex. Proc. Natl. Acad. Sci. U. S. A. 2006, 103:15646-15650.
36. Rossiter Holly E., Davis Emma M., Clark Ella V., Boudrias Marie-Hélène, Ward Nick S. Beta oscillations reflect changes in motor cortex inhibition in healthy ageing. NeuroImage 2014, 91:360-365.
37. Rossiter H.E., Boudrias M.-H., Ward N.S. Do movement-related beta oscillations change after stroke?. J. Neurophysiol. 2014, 112(9):2053-2058.
38. Salmelin R., Hari R. Characterization of spontaneous MEG rhythms in healthy adults. Electroencephalogr. Clin. Neurophysiol. 1994, 91(4):237-248.
39. Sekihara K., Nagarajan S.S., Poeppel D., Marantz A. Asymptotic SNR of scalar and vector minimum-variance beamformers for neuromagnetic source reconstruction. IEEE Trans. Biomed. Eng. 2004, 51:1726-1734.
40. Shepherd G.M. Intracortical cartography in an agranular area. Front. Neurosci. 2009, 3:337-343.
41. Shipp S. The importance of being agranular: a comparative account of visual and motor cortex. Philos. Trans. R. Soc. B 2005, 360(1456):797-814.
42. Smith M.A., Jia X., Zandvakili A., Kohn A. Laminar dependence of neuronal correlations in visual cortex. J. Neurophysiol. 2012, 109(4):940-947.
43. Traub R.D., Kopell N., Bibbig A., Buhl E.H., LeBeau F.E., Whittington M.A. Gap junctions between interneuron dendrites can enhance synchrony of gamma oscillations in distributed networks. J. Neurosci. 2001, 21:9478-9486.
44. Tokuno H. Organization of nonprimary motor cortical inputs on pyramidal and nonpyramidal tract neurons of primary motor cortex: an electrophysiological study in the macaque monkey. Cereb. Cortex 2000, 10(1):58-68.
45. Ward Nick S. Does neuroimaging help to deliver better recovery of movement after stroke?. Curr. Opin. Neurol. 2015, 28(4):323-329.
46. Ward Nick S. Using oscillations to understand recovery after stroke. Brain 2015, 138(10):2811-2813.
47. Weiler Nicholas, Wood Lydia, Yu Jianing, Solla Sara A., Shepherd Gordon M.G. Top-down laminar organization of the excitatory network in motor cortex. Nat. Neurosci. 2008, 11(3):360-366.
48. Wilson Hugh R., Cowan Jack D. Excitatory and inhibitory interactions in localized populations of model neurons. Biophys. J. 1972, 12(1):1-24.
49. Xing D., Shen Y., Burns S., Yeh C.-I., Shapley R., Li W. Stochastic generation of gamma-band activity in primary visual cortex of awake and anesthetized monkeys. Front. Comput. Neurosci. 2012, 6. (n. pag).
50. Yamawaki N., Stanford I.M., Hall S.D., Woodhall G.L. Pharmacologically induced and stimulus evoked rhythmic neuronal oscillatory activity in the primary motor cortex in vitro. Neuroscience 2008, 151:386-395.
51. Yamawaki Naoki, Borges Katharine, Suter Benjamin A., Harris Kenneth D., Shepherd Gordon M.G. A genuine layer 4 in motor cortex with prototypical synaptic circuit connectivity. ELife 2014, 4. (n. pag).
52. Yamawaki N., Shepherd G.M.G. Synaptic circuit organization of motor corticothalamic neurons. J. Neurosci. 2015, 35:2293-2307.
53. Yu J., Anderson C.T., Kiritani T., Sheets P.L., Wokosin D.L., Wood L., Shepherd G.M.G. Local-circuit phenotypes of layer 5 neurons in motor-frontal cortex of YFP-H mice. Front. Neural. Circ. 2008, 2:1-8. 10.3389/neuro.04.006.2008.