Effects of training strategies implemented in a complex videogame on functional connectivity of attentional networks

NeuroImage

Volumn 59, Issue 1, 2012, Pages 138-148

  Voss, Michelle W ^a   Prakash, Ruchika Shaurya ^b   Erickson, Kirk I ^c   Boot, Walter R ^d   Basak, Chandramallika ^e   Neider, Mark B ^a   Simons, Daniel J ^a   Fabiani, Monica ^a   Gratton, Gabriele ^a   Kramer, Arthur F ^a  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

^b OHIO STATE UNIVERSITY   (United States)

^c UNIVERSITY OF PITTSBURGH SCHOOL OF MEDICINE   (United States)

^d FLORIDA STATE UNIVERSITY   (United States)

^e RICE UNIVERSITY   (United States)

Author keywords

Cognitive training; fMRI; Functional connectivity; Plasticity; Space Fortress; Videogame

Indexed keywords

ADULT; ARTICLE; ATTENTION; CONTROLLED STUDY; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; LEARNING; MALE; MOTOR CONTROL; NERVE CELL NETWORK; NERVE CELL PLASTICITY; NORMAL HUMAN; PRIORITY JOURNAL; RECREATION; SKILL; TASK PERFORMANCE; TRAINING; VOLUNTEER; WORKING MEMORY;

ATTENTION; BRAIN; BRAIN MAPPING; FEMALE; HUMANS; LEARNING; MAGNETIC RESONANCE IMAGING; MALE; NERVE NET; NEURAL PATHWAYS; NEURONAL PLASTICITY; TEACHING; VIDEO GAMES; YOUNG ADULT;

EID: 80054109529     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2011.03.052     Document Type: Article

References (50)

1. Albert N.B., Robertson E.M., Miall R.C. The resting human brain and motor learning. Curr. Biol. 2009, 19:1023-1027.
2. Andrews-Hanna J.R., Snyder A.Z., Vincent J.L., Lustig C., Head D., Raichle M.E., Buckner R.L. Disruption of large-scale brain systems in advanced aging. Neuron 2007, 56:924-935.
3. Beckmann C.F., Jerome G.J., Smith S.M. General multilevel linear modeling for group analysis in fMRI. Neuroimage 2003, 20:1052-1063.
4. Beckmann C.F., Deluca M., Devlin J.T., Smith S.M. Investigations into resting-state connectivity using independent component analysis. Philos. Trans. R. Soc. Lond. B Biol. Sci. 2005, 360:1001-1013.
5. Boot W.R., Basak C., Erickson K.I., Neider M., Simons D.J., Fabiani M., Gratton G., Voss M.W., Prakash R., Lee H., Low K.A., Kramer A.F. Transfer of skill engendered by complex task training under conditions of variable priority. Acta Psychol. (Amst) 2010, 135:349-357.
6. Buckner R.L., Andrews-Hanna J.R., Schacter D.L. The brain's default network: anatomy, function, and relevance to disease. Ann. NY Acad. Sci. 2008, 1124:1-38.
7. Bullmore E., Sporns O. Complex brain networks: graph theoretical analysis of structural and functional systems. Nat. Rev. Neurosci. 2009, 10:186-198.
8. Cools R., Ivry R.B., D'Esposito M. The human striatum is necessary for responding to changes in stimulus relevance. J. Cogn. Neurosci. 2006, 18:1973-1983.
9. Corbetta M., Shulman G.L. Control of goal-directed and stimulus-driven attention in the brain. Nat. Rev. Neurosci. 2002, 3:215-229.
10. Corbetta M., Patel G., Shulman G.L. The reorienting system of the human brain: from environment to theory of mind. Neuron 2008, 58:306-324.
11. Cordes D., Haughton V.M., Arfanakis K., Carew J.D., Turski P.A., Moritz C.H., Quigley M.A., Meyerand M.E. Frequencies contributing to functional connectivity in the cerebral cortex in "resting-state" data. AJNR Am. J. Neuroradiol. 2001, 22:1326-1333.
12. Craik F.I., Govoni R., Naveh-Benjamin M., Anderson N.D. The effects of divided attention on encoding and retrieval processes in human memory. J. Exp. Psychol. Gen. 1996, 125:159-180.
13. Donchin E., Fabiani M., Sanders A.F. The Learning Strategies Program: An Examination of the Strategies in Skill Acquisition 1989, Elsevier, Amsterdam, Netherlands.
14. Dosenbach N.U.F., Visscher K.M., Palmer E.D., Miezin F.M., Wenger K.K., Kang H.C., Burgund E.D., Grimes A.L., Schlaggar B.L., Petersen S.E. A core system for the implementation of task sets. Neuron 2006, 50:799-812.
15. Dosenbach N.U.F., Fair D.A., Miezin F.M., Cohen A.L., Wenger K.K., Dosenbach R.A.T., Fox M.D., Snyder A.Z., Vincent J.L., Raichle M.E., Schlaggar B.L., Petersen S.E. Distinct brain networks for adaptive and stable task control in humans. Proc. Natl Acad. Sci. U.S.A. 2007, 104:11073-11078.
16. Draganski B., Gaser C., Busch V., Schuierer G., Bogdahn U., May A. Neuroplasticity: changes in grey matter induced by training. Nature 2004, 427:311-312.
17. Dux P.E., Tombu M.N., Harrison S., Rogers B.P., Tong F., Marois R. Training improves multitasking performance by increasing the speed of information processing in human prefrontal cortex. Neuron 2009, 63:127-138.
18. Erickson K.I., Colcombe S.J., Wadhwa R., Bherer L., Peterson M.S., Scalf P.E., Kim J.S., Alvarado M., Kramer A.F. Training-induced functional activation changes in dual-task processing: an FMRI study. Cereb. Cortex 2007, 17:192-204.
19. Erickson K.I., Boot W.R., Basak C., Neider M.B., Prakash R.S., Voss M.W., Graybiel A.M., Simons D.J., Fabiani M., Gratton G., Kramer A.F. Striatal volume predicts level of video game skill acquisition. Cereb. Cortex 2010, 20:2522-2530.
20. Fabiani M., Buckley J., Gratton G., Coles M., Donchin E. The training of complex task performance. Acta Psychol. 1989, 71:259-299.
21. Foerde K., Knowlton B.J., Poldrack R.A. Modulation of competing memory systems by distraction. Proc. Natl Acad. Sci. U.S.A. 2006, 103:11778-11783.
22. Fox M.D., Snyder A.Z., Vincent J.L., Corbetta M., Van Essen D.C., Raichle M.E. The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc. Natl Acad. Sci. U.S.A. 2005, 102:9673-9678.
23. Fox M.D., Zhang D., Snyder A.Z., Raichle M.E. The global signal and observed anticorrelated resting state brain networks. J. Neurophysiol. 2009, 101:3270-3283.
24. Gopher D., Weil M., Siegel D. Practice under changing priorities: an approach to the training of complex skills. Acta Psychol. 1989, 71:147-177.
25. Gopher D., Weil M., Baraket T. Transfer of skill from a computer game trainer to flight. Human Factors 1994, 36:387-405.
26. Hampson M., Driesen N.R., Skudlarski P., Gore J.C., Constable R.T. Brain connectivity related to working memory performance. J. Neurosci. 2006, 26:13338-13343.
27. Hayasaka S., Laurienti P.J. Comparison of characteristics between region-and voxel-based network analyses in resting-state fMRI data. Neuroimage 2009, 50:499-508.
28. Jenkinson M., Bannister P.R., Brady J.M., Smith S.M. Improved optimisation for the robust and accurate linear registration and motion correction of brain images. Neuroimage 2002, 17:825-841.
29. Kantak S.S., Sullivan K.J., Fisher B.E., Knowlton B.J., Winstein C.J. Neural substrates of motor memory consolidation depend on practice structure. Nat. Neurosci. 2010, 13:923-925.
30. Kramer A.F., Larish J.F., Strayer D.L. Training for attentional control in dual task settings: a comparison of young and old adults. J. Exp. Psychol. Appl. 1995, 1:50-76.
31. Kramer A.F., Larish J., Weber T., Bardell L. Training for executive control: task coordination strategies and aging. Attention and Performance XVII 1999, MIT Press, Cambridge, MA. D. Gopher, A. Koriat (Eds.).
32. Krienen F., Buckner R. Segregated fronto-cerebellar circuits revealed by intrinsic functional connectivity. Cereb. Cortex 2009, 19:2485.
33. Murphy K., Birn R.M., Handwerker D.A., Jones T.B., Bandettini P.A. The impact of global signal regression on resting state correlations: are anti-correlated networks introduced?. Neuroimage 2009, 44:893-905.
34. Myers C.E., Shohamy D., Gluck M.A., Grossman S., Onlaor S., Kapur N. Dissociating medial temporal and basal ganglia memory systems with a latent learning task. Neuropsychologia 2003, 41:1919-1928.
35. Olesen P.J., Westerberg H., Klingberg T. Increased prefrontal and parietal activity after training of working memory. Nat. Neurosci. 2004, 7:75-79.
36. Poldrack R.A., Packard M.G. Competition among multiple memory systems: converging evidence from animal and human brain studies. Neuropsychologia 2003, 41:245-251.
37. Poldrack R.A., Clark J., Paré-Blagoev E.J., Shohamy D., Creso Moyano J., Myers C., Gluck M.A. Interactive memory systems in the human brain. Nature 2001, 414:546-550.
38. Reber P.J., Knowlton B.J., Squire L.R. Dissociable properties of memory systems: differences in the flexibility of declarative and nondeclarative knowledge. Behav. Neurosci. 1996, 110:861-871.
39. Robertson E.M. From creation to consolidation: a novel framework for memory processing. PLoS Biol. 2009, 7:e19.
40. Rushworth M.F.S., Walton M.E., Kennerley S.W., Bannerman D.M. Action sets and decisions in the medial frontal cortex. Trends Cogn. Sci. 2004, 8:410-417.
41. Schilbach L., Eickhoff S.B., Rotarska-Jagiela A., Fink G.R., Vogeley K. Minds at rest? Social cognition as the default mode of cognizing and its putative relationship to the "default system" of the brain. Conscious. Cogn. 2008, 17:457-467.
42. Schmidt R.A., Bjork R.A. New conceptualizations of practice: common principles in three paradigms suggest new concepts for training. Psychol. Sci. 1992, 3:207-217.
43. Scholz J., Klein M.C., Behrens T.E.J., Johansen-Berg H. Training induces changes in white-matter architecture. Nat. Neurosci. 2009, 12:1370-1371.
44. Sepulcre J., Liu H., Talukdar T., Martincorena I., Yeo B.T.T., Buckner R.L. The organization of local and distant functional connectivity in the human brain. PLoS Comput. Biol. 2010, 6:e1000808.
45. Smith S.M. Fast robust automated brain extraction. Hum. Brain Mapp. 2002, 17:143-155.
46. Smith S.M., Fox P.T., Miller K.L., Glahn D.C., Fox P.M., Mackay C.E., Filippini N., Watkins K.E., Toro R., Laird A.R., Beckmann C.F. Correspondence of the brain's functional architecture during activation and rest. Proc. Natl Acad. Sci. U.S.A. 2009, 106:13040-13045.
47. Squire L.R. Memory and the hippocampus: a synthesis from findings with rats, monkeys, and humans. Psychol. Rev. 1992, 99:195-231.
48. Voss M.W., Erickson K.I., Prakash R.S., Chaddock L., Malkowski E., Alves H., Kim J.S., Morris K.S., White S.M., Wójcicki T.R., Hu L., Szabo A., Klamm E., McAuley E., Kramer A.F. Functional connectivity: a source of variance in the association between cardiorespiratory fitness and cognition?. Neuropsychologia 2010, 48:1394-1406.
49. Yechiam E., Erev I., Gopher D. On the potential value and limitations of emphasis change and other exploration-enhancing training methods. J. Exp. Psychol. Appl. 2001, 7:277-285.
50. Zar J.H. Biostatistical Analysis 1996, Prentice-Hall, Upper Saddle River, NJ. 3rd ed.