Neural signatures of hand kinematics in leaders vs. followers: A dual-MEG study

NeuroImage

Volumn 125, Issue , 2016, Pages 731-738

  Zhou, Guangyu ^a   Bourguignon, Mathieu ^a   Parkkonen, Lauri ^a   Hari, Riitta ^a  

^a AALTO UNIVERSITY   (Finland)

Author keywords

Hand kinematics; Hyperscanning; MEG; Modulation index; Sensorimotor integration; Social interaction

Indexed keywords

ACCELEROMETRY; ADULT; ARTICLE; CONTROLLED STUDY; EXECUTIVE FUNCTION; FEMALE; HAND MOVEMENT; HUMAN; HUMAN EXPERIMENT; KINEMATICS; LEADERSHIP; MAGNETOENCEPHALOGRAPHY; MALE; MENTAL TASK; NEUROMODULATION; OCCIPITAL CORTEX; OSCILLATION; PRIORITY JOURNAL; SENSORIMOTOR CORTEX; SIGNAL DETECTION; SOCIAL INTERACTION; STIMULUS RESPONSE; TASK PERFORMANCE; VISUAL CORTEX; VISUAL INFORMATION; BIOMECHANICS; BRAIN MAPPING; HAND; HUMAN RELATION; PERSONALITY; PHYSIOLOGY; PROCEDURES; YOUNG ADULT;

ACCELEROMETRY; ADULT; BIOMECHANICAL PHENOMENA; BRAIN MAPPING; FEMALE; HAND; HUMANS; INTERPERSONAL RELATIONS; MAGNETOENCEPHALOGRAPHY; MALE; PERSONALITY; VISUAL CORTEX; YOUNG ADULT;

EID: 84946882304     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2015.11.002     Document Type: Article

References (49)

1. Babiloni F., Astolfi L. Social neuroscience and hyperscanning techniques: past, present and future. Neurosci. Biobehav. Rev. 2014, 44:76-93.
2. Babiloni C., Babiloni F., Carducci F., Cincotti F., Cocozza G., Del Percio C., Moretti D.V., Rossini P.M. Human cortical electroencephalography (EEG) rhythms during the observation of simple aimless movements: a high-resolution EEG study. NeuroImage 2002, 17:559-572.
3. Babiloni F., Cincotti F., Mattia D., Mattiocco M., De Vico Fallani F., Tocci A., Bianchi L., Marciani M.G., Astolfi L. Hypermethods for EEG hyperscanning. Conf. Proc. IEEE Eng. Med. Biol. Soc. 2006, 1:3666-3669.
4. Baess P., Zhdanov A., Mandel A., Parkkonen L., Hirvenkari L., Mäkelä J.P., Jousmäki V., Hari R. MEG dual scanning: a procedure to study real-time auditory interaction between two persons. Front. Hum. Neurosci. 2012, 6:83.
5. Berens P. CircStat: a MATLAB toolbox for circular statistics. J. Stat. Softw. 2009, 31.
6. Bourguignon M., De Tiège X., Op de Beeck M., Pirotte B., Van Bogaert P., Goldman S., Hari R., Jousmäki V. Functional motor-cortex mapping using corticokinematic coherence. NeuroImage 2011, 55:1475-1479.
7. Bourguignon M., Jousmäki V., Op de Beeck M., Van Bogaert P., Goldman S., De Tiège X. Neuronal network coherent with hand kinematics during fast repetitive hand movements. NeuroImage 2012, 59:1684-1691.
8. Bourguignon M., De Tiège X., de Beeck M.O., Van Bogaert P., Goldman S., Jousmäki V., Hari R. Primary motor cortex and cerebellum are coupled with the kinematics of observed hand movements. NeuroImage 2013, 66:500-507.
9. Caetano G., Jousmäki V., Hari R. Actor's and observer's primary motor cortices stabilize similarly after seen or heard motor actions. Proc. Natl. Acad. Sci. U. S. A. 2007, 104:9058-9062.
10. Canolty R.T., Edwards E., Dalal S.S., Soltani M., Nagarajan S.S., Kirsch H.E., Berger M.S., Barbaro N.M., Knight R.T. High gamma power is phase-locked to theta oscillations in human neocortex. Science 2006, 313:1626-1628. (80.).
11. Capilla A., Schoffelen J.-M., Paterson G., Thut G., Gross J. Dissociated α-band modulations in the dorsal and ventral visual pathways in visuospatial attention and perception. Cereb. Cortex 2014, 24:550-561.
12. Cochin S., Barthelemy C., Roux S., Martineau J. Observation and execution of movement: similarities demonstrated by quantified electroencephalography. Eur. J. Neurosci. 1999, 11:1839-1842.
13. Cui X., Bryant D.M., Reiss A.L. NIRS-based hyperscanning reveals increased interpersonal coherence in superior frontal cortex during cooperation. NeuroImage 2012, 59:2430-2437.
14. Dumas G., Nadel J., Soussignan R., Martinerie J., Garnero L. Inter-brain synchronization during social interaction. PLoS One 2010, 5.
15. Dumas G., Lachat F., Martinerie J., Nadel J., George N. From social behaviour to brain synchronization: review and perspectives in hyperscanning. IRBM 2011, 32:48-53.
16. Dumas G., Martinerie J., Soussignan R., Nadel J. Does the brain know who is at the origin of what in an imitative interaction?. Front. Hum. Neurosci. 2012, 6:128.
17. Faes L., Pinna G.D., Porta A., Maestri R., Nollo G. Surrogate data analysis for assessing the significance of the coherence function. IEEE Trans. Biomed. Eng. 2004, 51:1156-1166.
18. Fairhurst M.T., Janata P., Keller P.E. Leading the follower: an fMRI investigation of dynamic cooperativity and leader-follower strategies in synchronization with an adaptive virtual partner. NeuroImage 2014, 84:688-697.
19. Foxe J.J., Simpson G.V., Ahlfors S.P. Parieto-occipital approximately 10Hz activity reflects anticipatory state of visual attention mechanisms. Neuroreport 1998, 9:3929-3933.
20. Goodale M.A., Milner A.D. Separate visual pathways for perception and action. Trends Neurosci. 1992, 15:20-25.
21. Grafton S.T., Hamilton A.F.de C. Evidence for a distributed hierarchy of action representation in the brain. Hum. Mov. Sci. 2007, 26:590-616.
22. Hari R., Kujala M.V. Brain basis of human social interaction: from concepts to brain imaging. Physiol. Rev. 2009, 89:453-479.
23. Hari R., Forss N., Avikainen S., Kirveskari E., Salenius S., Rizzolatti G. Activation of human primary motor cortex during action observation: a neuromagnetic study. Proc. Natl. Acad. Sci. U. S. A. 1998, 95:15061-15065.
24. Hari R., Henriksson L., Malinen S., Parkkonen L. Centrality of social interaction in human brain function. Neuron 2015, 88:181-193.
25. Hirata M., Ikeda T., Kikuchi M., Kimura T., Hiraishi H., Yoshimura Y., Asada M. Hyperscanning MEG for understanding mother-child cerebral interactions. Front. Hum. Neurosci. 2014, 8:118.
26. Jerbi K., Lachaux J.-P., N'Diaye K., Pantazis D., Leahy R.M., Garnero L., Baillet S. Coherent neural representation of hand speed in humans revealed by MEG imaging. Proc. Natl. Acad. Sci. U. S. A. 2007, 104:7676-7681.
27. Jones S.R., Kerr C.E., Wan Q., Pritchett D.L., Hämäläinen M., Moore C.I. Cued spatial attention drives functionally relevant modulation of the mu rhythm in primary somatosensory cortex. J. Neurosci. 2010, 30:13760-13765.
28. Kilner J.M., Baker S.N., Salenius S., Hari R., Lemon R.N. Human cortical muscle coherence is directly related to specific motor parameters. J. Neurosci. 2000, 20:8838-8845.
29. Kilner J.M., Salenius S., Baker S.N., Jackson A., Hari R., Lemon R.N. Task-dependent modulations of cortical oscillatory activity in human subjects during a bimanual precision grip task. NeuroImage 2003, 18:67-73.
30. Klimesch W. EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis. Brain Res. Rev. 1999, 29:169-195.
31. Koike T., Tanabe H.C., Sadato N. Hyperscanning neuroimaging technique to reveal the "two-in-one" system in social interactions. Neurosci. Res. 2015, 90:25-32.
32. Konvalinka I., Vuust P., Roepstorff A., Frith C.D. Follow you, follow me: continuous mutual prediction and adaptation in joint tapping. Q. J. Exp. Psychol. 2010, 63:2220-2230.
33. Konvalinka I., Bauer M., Stahlhut C., Hansen L.K., Roepstorff A., Frith C.D. Frontal alpha oscillations distinguish leaders from followers: multivariate decoding of mutually interacting brains. NeuroImage 2014, 94:79-88.
34. Lachaux J.P., Rodriguez E., Martinerie J., Varela F.J. Measuring phase synchrony in brain signals. Hum. Brain Mapp. 1999, 8:194-208.
35. Montague P.R., Berns G.S., Cohen J.D., McClure S.M., Pagnoni G., Dhamala M., Wiest M.C., Karpov I., King R.D., Apple N., Fisher R.E. Hyperscanning: simultaneous fMRI during linked social interactions. NeuroImage 2002, 16:1159-1164.
36. Naeem M., Prasad G., Watson D.R., Kelso J.A.S. Electrophysiological signatures of intentional social coordination in the 10-12Hz range. NeuroImage 2012, 59:1795-1803.
37. Noy L., Dekel E., Alon U. The mirror game as a paradigm for studying the dynamics of two people improvising motion together. Proc. Natl. Acad. Sci. U. S. A. 2011, 108:20947-20952.
38. Oostenveld R., Fries P., Maris E., Schoffelen J.-M. FieldTrip: open source software for advanced analysis of MEG, EEG, and invasive electrophysiological data. Comput. Intell. Neurosci. 2011, 2011:156869.
39. Piitulainen H., Bourguignon M., De Tiège X., Hari R., Jousmäki V. Coherence between magnetoencephalography and hand-action-related acceleration, force, pressure, and electromyogram. NeuroImage 2013, 72:83-90.
40. Press C., Cook J., Blakemore S.-J., Kilner J. Dynamic modulation of human motor activity when observing actions. J. Neurosci. 2011, 31:2792-2800.
41. Schilbach L., Timmermans B., Reddy V., Costall A., Bente G., Schlicht T., Vogeley K. Toward a second-person neuroscience. Behav. Brain Sci. 2013, 36:393-414.
42. Scholkmann F., Holper L., Wolf U., Wolf M. A new methodical approach in neuroscience: assessing inter-personal brain coupling using functional near-infrared imaging (fNIRI) hyperscanning. Front. Hum. Neurosci. 2013, 7:813.
43. Sebanz N., Bekkering H., Knoblich G. Joint action: bodies and minds moving together. Trends Neurosci. 2006, 10:70-76.
44. Taulu S., Kajola M., Simola J. Suppression of interference and artifacts by the Signal Space Separation Method. Brain Topogr. 2004, 16:269-275.
45. Tort A.B.L., Kramer M.A., Thorn C., Gibson D.J., Kubota Y., Graybiel A.M., Kopell N.J. Dynamic cross-frequency couplings of local field potential oscillations in rat striatum and hippocampus during performance of a T-maze task. Proc. Natl. Acad. Sci. U. S. A. 2008, 105:20517-20522.
46. Van Ede F., Szebényi S., Maris E. Attentional modulations of somatosensory alpha, beta and gamma oscillations dissociate between anticipation and stimulus processing. NeuroImage 2014, 97:134-141.
47. Van Veen B.D., van Drongelen W., Yuchtman M., Suzuki A. Localization of brain electrical activity via linearly constrained minimum variance spatial filtering. IEEE Trans. Biomed. Eng. 1997, 44:867-880.
48. Vigário R., Särelä J., Jousmäki V., Hämäläinen M., Oja E. Independent component approach to the analysis of EEG and MEG recordings. IEEE Trans. Biomed. Eng. 2000, 47:589-593.
49. Zhdanov A., Nurminen J., Baess P., Hirvenkari L., Jousmäki V., Mäkelä J., Mandel A., Hari R., Parkkonen L. An Internet-based real-time audiovisual link for dual MEG recordings. PLoS One 2015, 10.