Abstract:
The relation between large-scale brain structure and function is an outstanding open problem in neuroscience. We approach this problem by studying the dynamical regime under which realistic spatiotemporal patterns of brain activity emerge from the empirically derived network of human brain neuroanatomical connections. The results show that critical dynamics unfolding on the structural connectivity of the human brain allow the recovery of many key experimental findings obtained from functional magnetic resonance imaging, such as divergence of the correlation length, the anomalous scaling of correlation fluctuations, and the emergence of large-scale resting state networks. © 2013 American Physical Society.
Registro:
Documento: |
Artículo
|
Título: | Brain organization into resting state networks emerges at criticality on a model of the human connectome |
Autor: | Haimovici, A.; Tagliazucchi, E.; Balenzuela, P.; Chialvo, D.R. |
Filiación: | Departamento de Física, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires 1428, Argentina Consejo Nacional de Investigaciones Científicas y Tecnológicas, Buenos Aires 1033, Argentina Neurology Department and Brain Imaging Center, Goethe University, Frankfurt am Main 60528, Germany Facultad de Ciencias Médicas, Universidad Nacional de Rosario, Rosario 2000, Argentina David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, United States
|
Palabras clave: | Anomalous scaling; Correlation lengths; Critical dynamics; Dynamical regime; Functional magnetic resonance imaging; Human Connectome; Spatiotemporal patterns; Structural connectivity; Magnetic resonance imaging; Brain; article; biological model; brain; connectome; histology; human; methodology; nerve cell network; nerve tract; physiology; rest; Brain; Connectome; Humans; Models, Neurological; Nerve Net; Neural Pathways; Rest |
Año: | 2013
|
Volumen: | 110
|
Número: | 17
|
DOI: |
http://dx.doi.org/10.1103/PhysRevLett.110.178101 |
Título revista: | Physical Review Letters
|
Título revista abreviado: | Phys Rev Lett
|
ISSN: | 00319007
|
CODEN: | PRLTA
|
Registro: | https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_00319007_v110_n17_p_Haimovici |
Referencias:
- Hagmann, P., Cammoun, L., Gigandet, X., Meuli, R., Honey, C.J., Wedeen, V.J., Sporns, O., (2008) PLoS Biol., 6, p. 159. , PBLIBG 1544-9173 10.1371/journal.pbio.0060159
- Sporns, O., Tononi, G., Kotter, R., (2005) PLoS Comput. Biol., 1, p. 245. , PCBLBG 1553-7358 10.1371/journal.pcbi.0010042
- Sporns, O., (2012) Discovering the Connectome, , MIT, Cambridge, MA
- Fox, M.D., Raichle, M.E., Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging (2007) Nature Reviews Neuroscience, 8 (9), pp. 700-711. , DOI 10.1038/nrn2201, PII NRN2201
- Beckmann, C.F., DeLuca, M., Devlin, J.T., Smith, S.M., Investigations into resting-state connectivity using independent component analysis (2005) Philosophical Transactions of the Royal Society B: Biological Sciences, 360 (1457), pp. 1001-1013. , DOI 10.1098/rstb.2005.1634
- Smith, S.M., Fox, P.T., Miller, K.L., Glahn, D.C., Fox, P.M., MacKay, C.E., Filippini, N., Beckmann, C.F., (2009) Proc. Natl. Acad. Sci. U.S.A., 106, p. 13. , PNASA6 0027-8424 10.1073/pnas.0905267106 040
- Bak, P., (1996) How Nature Works: The Science of Self-Organized Criticality, , Copernicus Books, New York
- Chialvo, D.R., (2010) Nat. Phys., 6, p. 744. , NPAHAX 1745-2473 10.1038/nphys1803
- Expert, P., Lambiotte, R., Chialvo, D.R., Christensen, K., Jensen, H.J., Sharp, D.J., Turkheimer, F., (2011) J. R. Soc. Interface, 8, p. 472. , 1742-5689 10.1098/rsif.2010.0416
- Tagliazucchi, E., Balenzuela, P., Fraiman, D., Chialvo, D.R., (2012) Front. Physiol., 3, p. 15. , FROPBK 1664-042X 10.3389/fphys.2012.00015
- Fraiman, D., Balenzuela, P., Foss, J., Chialvo, D.R., (2009) Phys. Rev. e, 79, p. 061922. , PLEEE8 1539-3755 10.1103/PhysRevE.79.061922
- Kitzbichler, M.G., Smith, M.L., Christensen, S.R., Bullmore, E., (2009) PLoS Comput. Biol., 5, p. 1000314. , PCBLBG 1553-7358 10.1371/journal.pcbi.1000314
- Deco, G., Jirsa, V., (2012) J. Neurosci., 32, p. 3366. , JNRSDS 0270-6474 10.1523/JNEUROSCI.2523-11.2012
- Greenberg, J.M., Hastings, S.P., (1978) SIAM J. Appl. Math., 34, p. 515. , SMJMAP 0036-1399 10.1137/0134040
- Friston, K.J., Frith, C.D., Turner, R., Frackowiak, R.S.J., (1995) NeuroImage, 2, p. 157. , NEIMEF 1053-8119 10.1006/nimg.1995.1018
- Stauffer, D., Aharony, A., (1991) Introduction to Percolation Theory, , Taylor & Francis, London
- http://link.aps.org/supplemental/10.1103/PhysRevLett.110.178101; Fraiman, D., Chialvo, D.R., (2012) Front. Physiol., 3, p. 307. , FROPBK 1664-042X 10.3389/fphys.2012.00307
- Cavagna, A., Cimarelli, A., Giardina, I., Parisi, G., Santagati, R., Stefanini, F., Viale, M., (2010) Proc. Natl. Acad. Sci. U.S.A., 107, p. 11. , PNASA6 0027-8424 10.1073/pnas.1005766107 865
- Beckmann, C.F., Smith, S.M., (2004) IEEE Trans. Med. Imaging, 23, p. 137. , ITMID4 0278-0062 10.1109/TMI.2003.822821
- Norton, L., Hutchison, R.M., Young, G.B., Lee, D.H., Sharpe, M.D., Mirsattari, S.M., (2012) Neurology, 78, p. 175. , NEURAI 0028-3878 10.1212/WNL.0b013e31823fcd61
Citas:
---------- APA ----------
Haimovici, A., Tagliazucchi, E., Balenzuela, P. & Chialvo, D.R.
(2013)
. Brain organization into resting state networks emerges at criticality on a model of the human connectome. Physical Review Letters, 110(17).
http://dx.doi.org/10.1103/PhysRevLett.110.178101---------- CHICAGO ----------
Haimovici, A., Tagliazucchi, E., Balenzuela, P., Chialvo, D.R.
"Brain organization into resting state networks emerges at criticality on a model of the human connectome"
. Physical Review Letters 110, no. 17
(2013).
http://dx.doi.org/10.1103/PhysRevLett.110.178101---------- MLA ----------
Haimovici, A., Tagliazucchi, E., Balenzuela, P., Chialvo, D.R.
"Brain organization into resting state networks emerges at criticality on a model of the human connectome"
. Physical Review Letters, vol. 110, no. 17, 2013.
http://dx.doi.org/10.1103/PhysRevLett.110.178101---------- VANCOUVER ----------
Haimovici, A., Tagliazucchi, E., Balenzuela, P., Chialvo, D.R. Brain organization into resting state networks emerges at criticality on a model of the human connectome. Phys Rev Lett. 2013;110(17).
http://dx.doi.org/10.1103/PhysRevLett.110.178101