Brain connectivity during resting state and subsequent working memory task predicts behavioural performance

Cortex

Volumn 48, Issue 9, 2012, Pages 1187-1196

  Sala Llonch, Roser ^a,b   Peña Gómez, Cleofé ^a   Arenaza Urquijo, Eider M ^a   Vidal Piñeiro, Dídac ^a   Bargalló, Nuria ^b,c   Junqué, Carme ^a,b   Bartrés Faz, David ^a,b  

^a UNIVERSITY OF BARCELONA   (Spain)

^b INSTITUT D INVESTIGACIONS BIOMÈDIQUES AUGUST PI I SUNYER IDIBAPS   (Spain)

^c HOSPITAL CLÍNIC   (Spain)

Author keywords

Attention; Default mode network; FMRI; ICA

Indexed keywords

ADULT; ARTICLE; BRAIN FUNCTION; CONTROLLED STUDY; DEFAULT MODE NETWORK; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; IMAGING SYSTEM; MALE; NORMAL HUMAN; PREDICTION; TASK PERFORMANCE; WORKING MEMORY;

EID: 84864593356     PISSN: 00109452     EISSN: 19738102     Source Type: Journal    
DOI: 10.1016/j.cortex.2011.07.006     Document Type: Article

References (45)

1. Astafiev S.V., Shulman G.L., Stanley C.M., Snyder A.Z., Van Essen D.C., Corbetta M. Functional organization of human intraparietal and frontal cortex for attending, looking, and pointing. The Journal of Neuroscience 2003, 23(11):4689-4699.
2. Axmacher N., Schmitz D.P., Wagner T., Elger C.E., Fell J. Interactions between medial temporal lobe, prefrontal cortex and inferior temporal regions during visual working memory: A combined intracranial EEG and functional magnetic resonance imaging study. The Journal of Neuroscience 2008, 28(29):7304-7312.
3. Baddeley A. Working Memory 1986, Oxford University Press.
4. Baddeley A. Working memory. Current Biology 2010, 20(4):R136-140.
5. Bassett D.S., Bullmore E.T. Human brain networks in health and disease. Current Opinion in Neurology 2009, 22(4):340-347.
6. Beckmann C.F., Smith S.M. Probabilistic independent component analysis for functional magnetic resonance imaging. IEEE Transactions on Medical Imaging 2004, 23(2):137-152.
7. Beckmann C.F., De Luca M., Devlin J.T., Smith S.M. Investigations into resting-state connectivity using independent component analysis. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences 2005, 360(1457):1001-1013.
8. Bluhm R.L., Clark C.R., McFarlane A.C., Moores K.A., Shaw M.E., Lanius R.A. Default mode connectivity during a working memory task. Human Brain Mapping 2010, 32(7):1029-1035.
9. Braver T.S., Cohen J.D., Nystrom L.E., Jonides J., Smith E.E., Noll D.C. A parametric study of prefrontal cortex involvement in human working memory. NeuroImage 1997, 5(1):49-62.
10. Broyd S.J., Demanuele C., Debener S., Helps S.K., James C.J., Sonuga-Barke E.J.S. Default-mode brain dysfunction in mental disorders: A systematic review. Neuroscience and Biobehavioral Reviews 2008, 33(3):279-296.
11. Buckner R.L., Andrews-Hanna J.R., Schacter D.L. The brain's default network. Anatomy, function and relevance to disease. Annals of the New York Academy of Sciences 2008, 1124:1-38.
12. Callicott J.H., Mattay V.S., Bertolino A., Finn K., Coppola R., Frank J.A., et al. Physiological characteristics of capacity constraints in working memory as revealed by functional MRI. Cerebral Cortex 1999, 9(1):20-26.
13. Cavanna A.E., Trimble M.R. The precuneus: A review of its functional anatomy and behavioural correlates. Brain 2006, 129(3):564-583.
14. Cauda F., Geminiani G., D'Agata F., Sacco K., Duca S., Bagshaw A.P., et al. Functional connectivity of the posteromedial cortex. PLoS ONE 2010, 5(9):e13107.
15. Damoiseaux J.S., Rombouts S.A., Barkhof F., Scheltens P., Stam C.J., Smith S.M., et al. Consistent resting-state networks across healthy subjects. Proceedings of the National Academy of Sciences of the United States of America 2006, 103(37):13848-13853.
16. Esposito F., Aragri A., Latorre V., Popolizio T., Scarabino T., Cirillo S., et al. Does the default-mode functional connectivity of the brain correlate with working memory performances?. Archives italennes de biologie 2009, 147(1-2):11-20.
17. Fan J., McCandliss B.D., Fossella J., Flombaum J.I., Posner M.I. The activation of attentional networks. NeuroImage 2005, 26(2):471-479.
18. Filippini N., MacIntosh B.J., Hough M.G., Goodwin G.M., Frisoni G.B., Smith S.M., et al. Distinct patterns of brain activity in young carriers of the APOE-epsilon4 allele. Proceedings of the National Academy of Sciences of the United States of America 2009, 106(17):7209-7214.
19. 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. Proceedings of the National Academy of Sciences of the United States of America 2005, 102(27):9673-9678.
20. Fox M.D., Zhang D., Snyder A.Z., Raichle M.E. The global signal and observed anticorrelated resting state networks. Journal of Neurophysiology 2009, 101(6):3270-3283.
21. Fransson P., Marrelec G. The precuneus/posterior cingulate cortex plays a pivotal role in the default mode network: Evidence from a partial correlation network analysis. NeuroImage 2008, 42(3):1178-1184.
22. Greicius M.D., Krasnow B., Reiss A.L., Menon V. Functional connectivity in the resting brain: A network analysis of the default mode brain function. Proceedings of the National Academy of Sciences of the United States of America 2003, 100(1):253-258.
23. Greicius M. Resting-state functional connectivity in neuropsychiatric disorders. Current Opinion in Neurology 2008, 21(4):424-430.
24. Hampson M., Driesen N.R., Skudlarski P., Gore J.C., Constable R. Brain connectivity related to working memory performance. The Journal of Neuroscience 2006, 26(51):13338-13343.
25. Hampson M., Driesen N.R., Roth J.K., Gore J.C., Constable R.T. Functional connectivity between task-positive and task-negative areas and its relation to working memory performance. Magnetic Resonance Imaging 2010, 28(8):1051-1057.
26. Hasson U., Nusbaum H.C., Small S.L. Task-dependent organization of brain regions active during rest. Proceedings of the National Academy of Sciences of the United States of America 2009, 106(26):10841-10846.
27. He Y., Evans A. Graph theoretical modeling of brain connectivity. Current Opinion in Neurology 2010, 23(4):341-350.
28. Honey C.D., Fu C.H.Y., Kim J., Brammer M.J., Croudance T.J., Suckling J., et al. Effects of verbal working memory load on corticocortical connectivity modeled by path analysis of functional magnetic resonance imaging data. NeuroImage 2002, 17(2):573-582.
29. Lewis C.M., Baldassarre A., Committeri G., Romani G.L., Corbetta M. Learning sculpts the spontaneous activity of the resting human brain. Proceedings of the National Academy of Sciences of the United States of America 2009, 106(42):17558-17563.
30. Narayanan N.S., Prabhakaran V., Bunge S.A., Christoff K., Fine E.M., Gabrieli J.D. The role of the prefrontal cortex in the maintenance of verbal working memory: An event-related fMRI analysis. Neuropsychology 2005, 19(2):223-232.
31. Newton A.T., Morgan V.L., Rogers B.P., Gore J.C. Modulation of steady state functional connectivity in the default mode and working memory networks by cognitive load. Human Brain Mapping 2011, doi:10.1002/hbm.21138.
32. Nyberg L., Dahlin E., Stigsdotter Nelly A., Bäckman L. Neural correlates of variable working memory load across adult age and skill: dissociative patterns within the fronto-parietal network. Scandinavian Journal of Psychology 2009, 50(1):41-46.
33. Owen A.M., McMillan K.M., Laird A., Bullmore E. N-Back working memory paradigm: A meta-analysis of normative functional neuroimaging studies. Human Brain Mapping 2005, 25(1):46-59.
34. Posner M.I., Sheese B.E., Odludas I., Tang I. Analyzing and shaping human attentional networks. Neural Networks 2006, 19(9):1422-1429.
35. Pyka M., Beckmann C.F., Schöning S., Hauke S., Heider D., Kugel H., et al. Impact of working memory load on fMRI resting state pattern in subsequent resting phases. PLoS ONE 2009, 4(9):e7198.
36. Raichle M.E., MacLeod A.M., Snyder A.Z., Powers W.J., Gusnard D.A., Shulman G.L. A default mode of brain function. Proceedings of the National Academy of Sciences of the United States of America 2001, 98(2):676-682.
37. Raz A., Buhle J. Typologies of attentional networks. Nature Reviews Neuroscience 2006, 7(5):367-379.
38. Rykhlevskaia E., Gratton G., Fabiani M. Combining structural and functional neuroimaging data for studying brain connectivity: A review. Psychophysiology 2008, 45(2):173-187.
39. Seeley W.W., Crawford R.K., Zhou J., Miller B.L., Greicius M.D. Neurodegenerative diseases target large-scale human brain networks. Neuron 2009, 62(1):42-52.
40. Shulman G.L., Fiez J.A., Corbetta M., Buckner R.L., Miezin F.M., Raichle M.E., et al. Searching for activations that generalize over tasks. Human Brain Mapping 1997, 5(4):317-322.
41. Van den Heuvel M.P., Hulshoff Pol H.E. Exploring the brain network: A review on resting-state fMRI functional connectivity. European Neuropsychopharmacology 2010, 20(8):519-534.
42. Volle E., Kinkingnéhun S., Pochon J.B., Mondon K., Thiebaut de Schotten M., Seassau M., et al. The functional architecture of the left posterior and lateral prefrontal cortex in humans. Cerebral Cortex 2008, 18(10):2460-2469.
43. Waites A.B., Stanislavsky A., Abbott D.F., Jackson G.D. Effect of prior cognitive state on resting state networks measured with functional connectivity. Human Brain Mapping 2005, 24(1):59-68.
44. Wang L., Laviolette P., O'Keefe K., Putcha D., Bakkour A., Van Dijk K.R.A., et al. Intrinsic connectivity between the hippocampus and posteromedial cortex predicts performance in cognitively intact older individuals. NeuroImage 2010, 51(2):910-917.
45. Zang Y.-F., He Y., Zhu C.-Z., Cao Q.-J., Sui M.-Q., Liang M., et al. Altered baseline brain activity in children with ADHD revealed by resting-state functional MRI. Brain & Development 2007, 29:83-91.