Functional connectivity between anatomically unconnected areas is shaped by collective network-level effects in the macaque cortex

Cerebral Cortex

Volumn 22, Issue 7, 2012, Pages 1586-1592

  Adachi, Yusuke ^a   Osada, Takahiro ^a   Sporns, Olaf ^b   Watanabe, Takamitsu ^a   Matsui, Teppei ^a,c   Miyamoto, Kentaro ^a   Miyashita, Yasushi ^a,c  

^a UNIVERSITY OF TOKYO   (Japan)

^b INDIANA UNIVERSITY   (United States)

^c UNIVERSITY OF TOKYO   (Japan)

Author keywords

anatomical connectivity; computational model; fMRI; functional connectivity; network

Indexed keywords

ANATOMICAL CONNECTIVITY; ANIMAL EXPERIMENT; ARTICLE; BOLD SIGNAL; BRAIN FUNCTION; BRAIN REGION; CORRELATION COEFFICIENT; FEMALE; FUNCTIONAL CONNECTIVITY; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HEMISPHERE; MACACA; MATHEMATICAL MODEL; NEOCORTEX; NERVE FIBER; NONHUMAN; PRIORITY JOURNAL; SYNAPSE;

ANIMALS; BRAIN MAPPING; CEREBRAL CORTEX; COMPUTER SIMULATION; FEMALE; MACACA; MODELS, ANATOMIC; MODELS, NEUROLOGICAL; NEURAL PATHWAYS; OXYGEN CONSUMPTION;

EID: 84862892867     PISSN: 10473211     EISSN: 14602199     Source Type: Journal    
DOI: 10.1093/cercor/bhr234     Document Type: Article

References (41)

1. Alstott J, Breakspear M, Hagmann P, Cammoun L, Sporns O. 2009. Modeling the impact of lesions in the human brain. PLoS Comput Biol. 5:e1000408.
2. Biswal B, Yetkin F, Haughton V, Hyde J. 1995. Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn Reson Med. 34:537-541.
3. Boussaoud D, Ungerleider LC, Desimone R. 1990. Pathways for motion analysis: conical connections of the medial superior temporal and fundus of the superior temporal visual areas in the macaque. J Comp Neurol. 296:462-495.
4. Bressler S, Menon V. 2010. Large-scale brain networks in cognition: emerging methods and principles. Trends Cogn Sci. 14:277-290.
5. 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.
6. Bullmore ET, Sporns O. 2009. Complex brain networks: graph theoretical analysis of structural and functional systems. Nat Rev Neurosci. 3:186-198.
7. Ekstrom LB, Roelfsema PR, Arsenault JT, Bonmassar G, Vanduffel W. 2008. Bottom-up dependent gating of frontal signals in early visual cortex. Science. 321:414-417.
8. Felleman DJ, Van Essen DC. 1991. Distributed hierarchical processing in the primate cerebral cortex. Cereb Cortex. 1:1-47.
9. Fox MD, Raichle ME. 2007. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat Rev Neurosci. 8:700-711.
10. Fox MD, Snyder AZ, Vincent JL, Corbetta M, Van Essen DC, Raichle ME. 2005. The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc Natl Acad Sci USA. 102:9673-9678.
11. Friston KJ. 1994. Functional and effective connectivity in neuroimaging: a synthesis. Hum Brain Mapp. 2:56-78.
12. Hilgetag CC, Kaiser M. 2004. Clustered organization of cortical connectivity. Neuroinformatics. 2:353-360.
13. 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 USA. 104:10240-10245.
14. 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 USA. 106:2035-2040.
15. Honey CJ, Thivierge JP, Sporns O. 2010. Can structure predict function in the human brain? Neuroimage. 52:766-776.
16. Koch MA, Norris DG, Hund-Georgiadis M. 2002. An investigation of functional and anatomical connectivity using magnetic resonance imaging. Neuroimage. 16:241-250.
17. Koyama M, Hasegawa I, Osada T, Adachi Y, Nakahara K, Miyashita Y. 2004. Functional magnetic resonance imaging of macaque monkeys performing visually guided saccade tasks: comparison of cortical eye fields with humans. Neuron. 41:795-807.
18. Logothetis NK, Augath M, Murayama Y, Rauch A, Sultan F, Goense J, Oeltermann A, Merkle H. 2010. The effects of electrical microstimulation on cortical signal propagation. Nat Neurosci. 13:1283-1291.
19. Lynall ME, Bassett DS, Kerwin R, McKenna PJ, Kitzbichler M, Muller U, Bullmore E. 2010. Functional connectivity and brain networks in schizophrenia. J. Neurosci. 30:9477-9487.
20. Matsui T, Tamura K, Koyano KW, Takeuchi D, Adachi Y, Osada T, Miyashita Y. Forthcoming 2011. Direct comparison of spontaneous functional connectivity and effective connectivity measured by intracortical microstimulation: an fMRI study in Macaque monkeys. Cereb Cortex. In press.
21. Meunier D, Lambiotte R, Bullmore ET. 2010. Modular and hierarchically modular organization of brain networks. Front Neurosci. 4:200.
22. 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.
23. Nakahara K, Adachi Y, Osada T, Miyashita Y. 2006. Exploring the neural basis of cognition: multi-modal links between human fMRI and macaque neurophysiology. Trends Cogn Sci. 11:84-92.
24. Nakahara K, Hayashi T, Konishi S, Miyashta Y. 2002. Functional MRI of macaque monkeys performing a cognitive set-shifting task. Science. 295:1532-1536.
25. Nelson SM, Cohen AL, Power JD, Wig GS, Miezin FM, Wheeler ME, Velanova K, Donaldson DI, Phillips JS, Schlaggar BL, et al. 2010. A parcellation scheme for human left lateral parietal cortex. Neuron. 67:156-170.
26. Passingham RE, Stephan KE, Kötter R. 2002. The anatomical basis of functional localization in the cortex. Nat Rev Neurosci. 3:606-616.
27. Rubinov M, Sporns O. 2010. Complex network measures of brain connectivity: uses and interpretations. Neuroimage. 52:1059-1069.
28. Scannell JW, Blakemore C, Young MP. 1995. Analysis of connectivity in the cat cerebral cortex. Cereb Cortex. 15:1463-1483.
29. Scholvinck ML, Maier A, Ye FQ, Duyn JH, Leopold DA. 2010. Neural basis of global resting-state fMRI activity. Proc Natl Acad Sci USA. 107:10238-10243.
30. Skudlarski P, Jagannathan K, Calhoun VD, Hampson M, Skudlarska BA, Pearlson G. 2008. Measuring brain connectivity: diffusion tensor imaging validates resting state temporal correlations. Neuroimage. 43:554-561.
31. Sporns O, Honey CJ, Kötter R. 2007. Identification and classification of hubs in brain networks. PLoS ONE. 2:e1049.
32. 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
33. Trusina A, Sneppen K, Dodd IB, Shearwin KE, Egan JB. 2005. Functional alignment of regulatory networks: a study of temperate phages. PLoS Comput Biol. 1:e74.
34. Van Dijk KR, Hedden T, Venkataraman A, Evans KC, Lazar SW, Buckner RL. 2010. Intrinsic functional connectivity as a tool for human connectomics: theory, properties, and optimization. J. Neurophysiol. 103:297-321.
35. Van Essen DC, Drury HA, Dickson J, Harwell J, Hanlon D, Anderson CH. 2001. An integrated software suite for surface-based analyses of cerebral cortex. J Am Med Inform Assoc. 8:443-459.
36. 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.
37. Wang L, Zhu C, He Y, Zang Y, Cao Q, Zhang H, Zhong Q, Wang Y. 2009. Altered small-world brain functional networks in children with attention-deficit/hyperactivity disorder. Hum Brain Mapp. 30:638-649.
38. Wardak C, Vanduffel W, Orban GA. 2010. Searching for a salient target involves frontal regions. Cereb Cortex. 20:2464-2477.
39. Young MP. 1992. Objective analysis of the topological organization of the primate cortical visual system. Nature. 358:152-155.
40. Young MP. 1993. The organization of neural systems in the primate cerebral cortex. Proc R Soc Lond B Biol Sci. 252:13-18.
41. Zeng H, Constable RT. 2002. Image distortion correction in EPI: comparison of field mapping with point spread function mapping. Magn Reson Med. 48:137-146.