Information processing architecture of functionally defined clusters in the macaque cortex

Journal of Neuroscience

Volumn 32, Issue 48, 2012, Pages 17465-17476

  Shen, Kelly ^a   Bezgin, Gleb ^a   Matthew Hutchison, R ^b,c   Gati, Joseph S ^c   Menon, Ravi S ^b,c   Everling, Stefan ^b,c   McIntosh, Anthony R ^a,d  

^a ROTMAN RESEARCH INSTITUTE   (Canada)

^b UNIVERSITY OF WESTERN ONTARIO   (Canada)

^c ROBARTS RESEARCH INSTITUTE   (Canada)

^d UNIVERSITY OF TORONTO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ANIMAL EXPERIMENT; ANTERIOR CINGULATE; ARTICLE; BOLD SIGNAL; BRAIN CORTEX; COMPARATIVE STUDY; COMPUTER MODEL; DATA BASE; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HEMISPHERE; MACACA FASCICULARIS; MALE; NERVE CELL NETWORK; NEUROANATOMICAL TRACT TRACING; NONHUMAN; PARIETAL CORTEX; PREFRONTAL CORTEX; PRIORITY JOURNAL; TEMPORAL CORTEX;

ANIMALS; BRAIN MAPPING; CEREBRAL CORTEX; FEMALE; MACACA FASCICULARIS; MAGNETIC RESONANCE IMAGING; MALE; MODELS, NEUROLOGICAL; NERVE NET; NEURONS; SYNAPSES;

EID: 84870159038     PISSN: 02706474     EISSN: 15292401     Source Type: Journal    
DOI: 10.1523/JNEUROSCI.2709-12.2012     Document Type: Article

References (83)

1. Adachi Y, Osada T, Sporns O, Watanabe T, Matsui T, Miyamoto K, Miyashita Y (2012) Functional connectivity between anatomically unconnected areas is shaped by collective network-level effects in the macaque cortex. Cereb Cortex 22:1586-1592.
2. Bassett DS, Bullmore ET (2009) Human brain networks in health and disease. Curr Opin Neurol 22:340-347.
3. Bezgin G, Wanke E, Krumnack A, Kötter R (2008) Deducing logical relationships between spatially registered cortical parcellations under conditions of uncertainty. Neural Netw 21:1132-1145.
4. Bezgin G, Vakorin VA, van Opstal AJ, McIntosh AR, Bakker R (2012) Hundreds of brain maps in one atlas: Registering coordinate-independent primate neuro-anatomical data to a standard brain. Neu-roimage 62:67-76.
5. Binkofski F, Buccino G (2006) The role of ventral premotor cortex in action execution and action understanding. J Physiol Paris 99:396-405.
6. Blondel VD, Guillaume JL, Lambiotte R, Lefebvre E (2008) Fast unfolding of communities in large networks. J Stat Mech P10008.
7. Bressler SL (1995) Large-scale cortical networks and cognition. Brain Res Brain Res Rev 20:288-304.
8. Bressler SL, Kelso JA (2001) Cortical coordination dynamics and cognition. Trends Cogn Sci 5:26-36.
9. Bressler SL, Menon V (2010) Large-scale brain networks in cognition: emerging methods and principles. Trends Cogn Sci 14:277-290.
10. Buckner RL, Andrews-Hanna JR, Schacter DL (2008) The brain's default network: anatomy, function, and relevance to disease. Ann N Y Acad Sci 1124:1-38.
11. Buckner RL, Sepulcre J, Talukdar T, Krienen FM, Liu H, Hedden T, Andrews-Hanna JR, Sperling RA, Johnson KA (2009) Cortical hubs revealed by intrinsic functional connectivity: mapping, assessment of stability, and relation to Alzheimer's disease. J Neurosci 29:1860-1873.
12. Buckner RL, Krienen FM, Castellanos A, Diaz JC, Yeo BT (2011) The organization of the human cerebellum estimated by intrinsic functional connectivity. J Neurophysiol 106:2322-2345.
13. Cardinal RN, Parkinson JA, Hall J, Everitt BJ (2002) Emotion and motivation: the role of the amygdala, ventral striatum, and prefrontal cortex. Neurosci Biobehav Rev 26:321-352.
14. Chang C, Glover GH (2010) Time-frequency dynamics of resting-state brain connectivity measured with fMRI. Neuroimage 50:81-98.
15. Chen ZJ, He Y, Rosa-Neto P, Germann J, Evans AC (2008) Revealing modular architecture of human brain structural networks by using cortical thickness from MRI. Cereb Cortex 18:2374-2381.
16. Chudasama Y, Izquierdo A, Murray EA (2009) Distinct contributions of the amygdala and hippocampus to fear expression. Eur J Neurosci 30:2327-2337.
17. Cole MW, Pathak S, Schneider W (2010) Identifying the brain's most globally connected regions. Neuroimage 49:3132-3148.
18. Damoiseaux JS, Greicius MD (2009) Greater than the sum of its parts: a review of studies combining structural connectivity and resting-state functional connectivity. Brain Struct Funct 213:525-533.
19. Davare M, Kraskov A, Rothwell JC, Lemon RN (2011) Interactions between areas of the cortical grasping network. Curr Opin Neurobiol 21:565-570.
20. Deco G, Jirsa VK, McIntosh AR (2011) Emerging concepts for the dynamical organization of resting-state activity in the brain. Nat Rev Neurosci 12:43-56.
21. Efron B, Tibshirani RJ (1993) An introduction to the bootstrap. New York: Chapman and Hall.
22. Fair DA, Cohen AL, Power JD, Dosenbach NU, Church JA, Miezin FM, Schlaggar BL, Petersen SE (2009) Functional brain networks develop from a "local to distributed" organization. PLoS Comput Biol 5:e1000381.
23. Felleman DJ, Van Essen DC (1991) Distributed hierarchical processing in the primate cerebral cortex. Cereb Cortex 1:1-47.
24. Gentilucci M, Dalla Volta R (2008) Spoken language and arm gestures are controlled by the same motor control system. Q J Exp Psychol (Hove) 61:944-957.
25. Greicius M (2008) Resting-state functional connectivity in neuropsychiat-ric disorders. Curr Opin Neurol 21:424-430.
26. Greicius MD, Supekar K, Menon V, Dougherty RF (2009) Resting-state functional connectivity reflects structural connectivity in the default mode network. Cereb Cortex 19:72-78.
27. Guimerá R, Nunes Amaral LA (2005) Functional cartography of complex metabolic networks. Nature 433:895-900.
28. Habas C, Kamdar N, Nguyen D, Prater K, Beckmann CF, Menon V, Greicius MD (2009) Distinct cerebellar contributions to intrinsic connectivity networks. J Neurosci 29:8586-8594.
29. Hagmann P, Kurant M, Gigandet X, Thiran P, Wedeen VJ, Meuli R, Thiran JP (2007) Mapping human whole-brain structural networks with diffusion MRI. PLoS One 2:e597.
30. Hagmann P, Cammoun L, Gigandet X, Meuli R, Honey CJ, Wedeen VJ, Sporns O (2008) Mapping the structural core of human cerebral cortex. PLoS Biol 6:e159.
31. He Y, Wang J, Wang L, Chen ZJ, Yan C, Yang H, Tang H, Zhu C, Gong Q, Zang Y, Evans AC (2009) Uncovering intrinsic modular organization of spontaneous brain activity in humans. PLoS One 4:e5226.
32. Hilgetag CC, Burns GA, O'Neill MA, Scannell JW, Young MP (2000) Anatomical connectivity defines the organization of clusters of cortical areas in the macaque monkey and the cat. Philos Trans R Soc Lond B Biol Sci 355:91-110.
33. Holland PC, Gallagher M (2004) Amygdala-frontal interactions and reward expectancy. Curr Opin Neurobiol 14:148-155.
34. Honey CJ, Kötter R, Breakspear M, Sporns O (2007) Network structure of cerebral cortex shapes functional connectivity on multiple time scales. Proc Natl Acad Sci U S A 104:10240-10245.
35. Honey CJ, Sporns O, Cammoun L, Gigandet X, Thiran JP, Meuli R, Hagmann P (2009) Predicting human resting-state functional connectivity from structural connectivity. Proc Natl Acad Sci U S A 106:2035-2040.
36. Honey CJ, Thivierge JP, Sporns O (2010) Can structure predict function in the human brain? Neuroimage 52:766-776.
37. Hoshi E, Tanji J (2007) Distinctions between dorsal and ventral premotor areas: anatomical connectivity and functional properties. Curr Opin Neu-robiol 17:234-242.
38. Hutchison RM, Leung LS, Mirsattari SM, Gati JS, Menon RS, Everling S (2011) Resting-state networks in the macaque at 7 T. Neuroimage 56: 1546-1555.
39. Hutchison RM, Womelsdorf T, Gati JS, Everling S, Menon RS (2012a) Resting-state networks show dynamic functional connectivity in awake humans and anesthetized macaques. Hum Brain Mapp. Advance online publication. Retrieved November 4, 2012. doi:10.1002/hbm.22058.
40. Hutchison RM, Gallivan JP, Culham JC, Gati JS, Menon RS, Everling S (2012b) Functional connectivity of the frontal eye fields in humans and macaque monkeys investigated with resting-state fMRI. J Neurophysiol 107:2463-2474.
41. Johnston K, Everling S (2008) Neurophysiology and neuroanatomy of reflexive and voluntary saccades in non-human primates. Brain Cogn 68: 271-283.
42. Kaiser M, Hilgetag CC (2004) Modelling the development of cortical systems networks. Neurocomputing 58-60:297-302.
43. Katz PS, Harris-Warrick RM (1999) The evolution of neuronal circuits underlying species-specific behavior. Curr Opin Neurobiol 9:628-633.
44. Kelly C, Uddin LQ, Shehzad Z, Margulies DS, Castellanos FX, Milham MP, Petrides M (2010) Broca's region: linking human brain functional con-nectivity data and non-human primate tracing anatomy studies. Eur J Neurosci 32:383-398.
45. Koch MA, Norris DG, Hund-Georgiadis M (2002) Aninvestigationof functional and anatomical connectivity using magnetic resonance imaging. Neuroimage 16:241-250.
46. Kötter R, Stephan KE (2003) Network participation indices: characterizing component roles for information processing in neural networks. Neural Netw 16:1261-1275.
47. Kötter R, Wanke E (2005) Mapping brains without coordinates. Philos Trans R Soc Lond B Biol Sci 360:751-766.
48. Lewis JD, Theilmann RJ, Sereno MI, Townsend J (2009) The relation between connection length and degree of connectivity in young adults: a DTI analysis. Cereb Cortex 19:554-562.
49. Lord A, Horn D, Breakspear M, Walter M (2012) Changes in community structure of resting state functional connectivity in unipolar depression. PLoS One 7:e41282.
50. Mantini D, Gerits A, Nelissen K, Durand JB, Joly O, Simone L, Sawamura H, Wardak C, Orban GA, Buckner RL, Vanduffel W (2011) Default mode of brain function in monkeys. J Neurosci 31:12954-12962.
51. Margulies DS, Vincent JL, Kelly C, Lohmann G, Uddin LQ, Biswal BB, Villringer A, Castellanos FX, Milham MP, Petrides M (2009) Precuneus shares intrinsic functional architecture in humans and monkeys. Proc Natl Acad Sci U S A 106:20069-20074.
52. McIntosh AR (2000) Towards a network theory of cognition. Neural Netw 13:861-870.
53. McIntosh AR (2004) Contexts and catalysts: a resolution of the localization and integration of function in the brain. Neuroinformatics 2:175-182.
54. Meunier D, Achard S, Morcom A, Bullmore E (2009) Age-related changes in modular organization of human brain functional networks. Neuroim-age 44:715-723.
55. Meunier D, Lambiotte R, Bullmore ET (2010) Modular and hierarchically modular organization of brain networks. Front Neurosci 4:200.
56. Miller EK, Cohen JD (2001) An integrative theory ofprefrontal cortex function. Annu Rev Neurosci 24:167-202.
57. Miyashita Y, Hayashi T (2000) Neural representation of visual objects: encoding and top-down activation. Curr Opin Neurobiol 10:187-194.
58. Moeller S, Nallasamy N, Tsao DY, Freiwald WA (2009) Functional connectivity of the macaque brain across stimulus and arousal states. J Neurosci 29:5897-5909.
59. Moore T, Armstrong KM, Fallah M (2003) Visuomotor origins of covert spatial attention. Neuron 40:671-683.
60. Mori S, Zhang J (2006) Principles of diffusion tensor imaging and its applications to basic neuroscience research. Neuron 51:527-539.
61. Nelissen K, Luppino G, Vanduffel W, Rizzolatti G, Orban GA (2005) Observing others: multiple action representation in the frontal lobe. Science 310:332-336.
62. Passingham RE, Stephan KE, Kötter R (2002) The anatomical basis of functional localization in the cortex. Nat Rev Neurosci 3:606-616.
63. Picard N, Strick PL (2001) Imaging the premotor areas. Curr Opin Neuro-biol 11:663-672.
64. Preuss TM (2000) Taking the measure ofdiversity: comparative alternatives to the model-animal paradigm incortical neuroscience. Brain Behav Evol 55:287-299.
65. Preuss TM (2007) Evolutionary specializationsofprimate brain systems. In: Primate origins: adaptations and evolution (Ravosa MJ, Dagosto M, eds), pp 625-675. Chicago: Springer.
66. Rolls ET, Cahusac PM, Feigenbaum JD, Miyashita Y (1993) Responses of single neurons in the hippocampus of the macaque related to recognition memory. Exp Brain Res 93:299-306.
67. Rowe JB (2010) Connectivity analysis is essential to understand neurological disorders. Front Syst Neurosci 4.pii:144.
68. Rubinov M, Sporns O (2011) Weight-conserving characterization of complex functional brain networks. Neuroimage 56:2068-2079.
69. Skudlarski P, Jagannathan K, Calhoun VD, Hampson M, Skudlarska BA, Pearlson G (2008) Measuring brain connectivity: diffusion tensor imag-ing validates resting state temporal correlations. Neuroimage 43:554-561.
70. Snyder AZ, Raichle ME (2012) A brief history of the resting state: the Washington University perspective. Neuroimage 62:902-910.
71. Sporns O, Kötter R (2004) Motifs in brain networks. PLoS Biol 2:e369.
72. Sporns O, Honey CJ, Kötter R (2007) Identification and classification of hubs in brain networks. PLoS One 2:e1049.
73. Stephan KE, Kamper L, Bozkurt A, Burns GA, Young MP, Kötter R (2001) Advanced database methodology for the Collation of Connectivity data on the Macaque brain (CoCoMac). Philos Trans R Soc Lond B Biol Sci 356:1159-1186.
74. Tononi G, McIntosh AR, Russell DP, Edelman GM (1998) Functional clustering: identifying strongly interactive brain regions in neuroimaging data. Neuroimage 7:133-149.
75. Tsao DY, Freiwald WA, Knutsen TA, Mandeville JB, Tootell RB (2003) Faces and objects in macaque cerebral cortex. Nat Neurosci 6:989-995.
76. van den Heuvel MP, Mandl RC, Kahn RS, Hulshoff Pol HE (2009a) Functionally linked resting-state networks reflect the underlying structural connectivity architectureof the human brain. Hum Brain Mapp 30:3127- 3141.
77. van den Heuvel MP, Stam CJ, Kahn RS, Hulshoff Pol HE (2009b) Efficiency of functional brain networks and intellectual performance. J Neurosci 29:7619-7624.
78. Van Essen DC (2004) Surface-based approaches to spatial localization and registration in primate cerebral cortex. Neuroimage 23 [Suppl 1]: S97-S107.
79. Van Essen DC, Drury HA, Dickson J, Harwell J, Hanlon D, Anderson CH (2001) An integrated software suite for surface-based analyses ofcerebral cortex. J Am Med Inform Assoc 8:443-459.
80. Varela F, Lachaux JP, Rodriguez E, Martinerie J (2001) The brainweb: phase synchronization and large-scale integration. Nat Rev Neurosci 2:229-239.
81. Vincent JL, Patel GH, Fox MD, Snyder AZ, Baker JT, Van Essen DC, Zempel JM, Snyder LH, Corbetta M, Raichle ME (2007) Intrinsic functional architecture in the anaesthetized monkey brain. Nature 447:83-86.
82. Wedeen VJ, Wang RP, Schmahmann JD, Benner T, Tseng WY, Dai G, Pandya DN, Hagmann P, D'Arceuil H, de Crespigny AJ (2008) Diffusion spectrum magnetic resonance imaging (DSI) tractography of crossing fibers. Neuroimage 41:1267-1277.
83. Zeki SM (1978) Functional specialisation in the visual cortex of the rhesus monkey. Nature 274:423-428.