Stability of synchronization clusters and seizurability in temporal lobe epilepsy

PLoS ONE

Volumn 7, Issue 7, 2012, Pages

  Palmigiano, Agostina ^b   Pastor, Jesús ^a   de Sola, Rafael García ^a   Ortega, Guillermo J ^a  

^a HOSPITAL UNIVERSITARIO DE LA PRINCESA   (Spain)

^b UNIVERSIDAD DE BUENOS AIRES   (Argentina)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; BRAIN FUNCTION; BRAIN REGION; CLINICAL ARTICLE; CORTICAL SYNCHRONIZATION; DISEASE ACTIVITY; ELECTROCORTICOGRAPHY; EPILEPTIC NERVE CELL; FEMALE; HUMAN; MALE; NERVE CELL NETWORK; NEUROSURGERY; PEROPERATIVE ECHOGRAPHY; SEIZURE THRESHOLD; TEMPORAL LOBE EPILEPSY; TREATMENT OUTCOME;

ADULT; EPILEPSY, TEMPORAL LOBE; FEMALE; HUMANS; MALE; MODELS, NEUROLOGICAL; SEIZURES; TEMPORAL LOBE; YOUNG ADULT;

EID: 84864264325     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0041799     Document Type: Article

References (53)

1. Dichter MA, (1997) Basic Mechanisms of Epilepsy: Targets for Therapeutic Intervention. Epilepsia 38: S2-S6.
2. Rosenow F, Luders H, (2001) Presurgical evaluation of epilepsy. Brain 124: 1683-1700.
3. Bertram EH, Xing Zhang D, Mangan P, Fountain N, Rempe D, (1998) Functional anatomy of limbic epilepsy: a proposal for central synchronization of a diffusely hyperexcitable network. Epilepsy Res 32: 194-205.
4. Bartolomei F, Wendling F, Régis J, Gavaret M, Guye M, et al. (2004) Pre-ictal synchronicity in limbic networks of mesial temporal lobe epilepsy. Epilepsy Res 61: 89-104.
5. Bartolomei F, Wendling F, Bellanger J, Regis J, Chauvel P, (2001) Neural networks involved in temporal lobe seizures: a nonlinear regression analysis of SEEG signals interdependencies. Clin Neurophysiol 112: 1746-60.
6. Spencer SS, (2002) Neural networks in human epilepsy: evidence of and implications for treatment. Epilepsia 43(3): 219-27.
7. Schevon CA, Capell J, Emerson R, Isler J, Grieve P, et al. (2007) Cortical abnormalities in epilepsy revealed by local EEG synchrony. NeuroImage 35: 140-148.
8. Binder DK, Schramm J, (2008) Resective surgical techniques: mesial temporal lobe epilepsy. In Lüders HO, editor. Textbook of Epilepsy Surgery. Informa UK Ltd pp. 1083-1092.
9. Spencer DD, Doyle WK, (1995) Temporal lobe operations for epilepsy: radical hippocampectomy. In: Schmidek HH, Sweet WH, editors. Philadelphia: W. B. Saunders pp. 1305-1316 editors. Operative Neurosurgical Techniques: Indications, Methods and Results, 3rd edn.
10. Albert R, Barabási A-L, (2002) Statistical mechanics of complex networks. Rev Mod Phys 74: 47-97.
11. Boccaletti S, Latora V, Moreno Y, Chavez M, Hwang D-H, (2006) Complex networks: Structure and dynamics. Physics Reports 424: 175-308.
12. Sporns O, Chialvo DR, Kaiser M, Hilgetag CC, (2004) Organization, development and function of complex brain networks. Trends in Cognitive Sciences 8(9): 418-25.
13. Barrat A, Barthelemy M, Vespignani A, (2008) Dynamical processes on complex networks, Cambridge University Press, The Edinburgh Building, Cambridge CB2 8RU, UK.
14. Arenas A, Díaz-Guilera A, Kurths J, Moreno Y, Zhoug CS, (2008) Synchronization in complex networks. Physics Reports 469: 93153.
15. Wilke C, Worrell G, He B, (2011) Graph analysis of epileptogenic networks in human partial epilepsy. Epilepsia 52(1): 84-93.
16. Ponten SC, Douw L, Bartolomei F, Reijneveld JC, Stam CJ, (2009) Indications for network regularization during absence seizures: weighted and unweighted graph theoretical analyses. Exp Neurol 217: 197-204.
17. van Dellen E, Douw L, Baayen JC, Heimans JJ, Ponten SC, et al. (2009) Long-Term Effects of Temporal Lobe Epilepsy on Local Neural Networks: A Graph Theoretical Analysis of Corticography Recordings. PLoS ONE 4(11): e8081.
18. Zhang Z, Lu G, Zhong Y, Tan Q, Liao W, Chen Z, et al. (2009) Impaired perceptual networks in temporal lobe epilepsy revealed by resting fMRI. J Neurol 256: 1705-1713.
19. Tang J, Scellato S, Musolesi M, Mascolo C, Latora V, (2010) Small-world behavior in time-varying graphs. Physical Review E 81: 055101R.
20. Watts DJ, Strogatz SH, (1998) Collective dynamics of "small-world" networks. Nature 393: 440-442.
21. Ortega GJ, Menendez de la Prida L, Sola RG, Pastor J, (2008) Synchronization clusters of interictal activity in the lateral temporal cortex of epileptic patients: intraoperative electrocorticographic analysis. Epilepsia 49(2): 269-80.
22. Dauwels J, Eskandar E, Cash S, (2009) Localization of the Seizure Onset Area from Intracranial Non-Seizure EEG by Exploiting Locally Enhanced Synchrony. Conf Proc IEEE Eng Med Biol Soc. 2009: 2180-3.
23. Bancaud J, Talairach J, Bonis A, Schaub C, Szikla G, et al. (1965) La stéréoélectroencéphalographie dans l'épilepsie: informations neurophysiopathologiques apportées par l'investigation fonctionnelle stereotaxique. Paris: Masson.
24. Bartolomei F, Chauvel P, Wendling F, (2008) Epileptogenicity of brain structures in human temporal lobe epilepsy: a quantified study from intracerebral EEG. Brain 131: 1818-30.
25. Rosow C, Manberg PJ, (2001) Bispectral index monitoring. Anesthesiol Clin North America 19(4): 947-66.
26. Guevara R, Velazquez JL, Nenadovic V, Wennberg R, Senjanovic G, et al. (2005) Phase synchronization measurements using electroencephalographic recordings: what can we really say about neuronal synchrony? Neuroinformatics 3(4): 301-14.
27. Towle VL, Carder RK, Khorasani L, Lindberg D, (1999) Electrocorticographic coherence patterns. J Clin Neurophysiol. 16(6): 528-47.
28. Pastor J, Hernando-Requejo V, Domínguez-Gadea L, de Llano I, Meilán-Paz ML, et al. (2005) Impact of experience on improving the surgical outcome in temporal lobe epilepsy. Revista Neurología 41: 709-716.
29. Spencer DD, Spencer SS, Mattson RH, Williamson PD, Novelly RA, (1984) Access to the posterior medial temporal lobe structures in the surgical treatment of temporal lobe epilepsy. Neurosurgery 15(5): 667-71.
30. Quian Quiroga R, Kraskov A, Kreuz T, Grassberger G, (2002) Performance of different synchronization measures in real data: a case study on electroencephalographic signals. Physical Review E 65: 041903.
31. Netoff TI, Schiff SJ, (2002) Decreased neuronal synchronization during experimental seizures. J. Neurosci. 22: 7297-307.
32. Ortega GJ, Sola RG, Pastor J, (2008) Complex network analysis of human ECoG data. Neuroscience Letters 447: 129-33.
33. Palmigiano A, Pastor J, García Sola R, Ortega GJ, (2012) Significance of complex analysis of electrical activity in temporal lobe epilepsy: Electrocorticography. Revista de Neurología in press.
34. Pastor J, García de Sola R, Ortega GJ, (2012) Hyper-Synchronization, De-Synchronization, Synchronization and Seizures. In: Stevanovic D, editors. editor. Epilepsy: Histological, Electroencephalographic and Psychological Aspects. InTech Published.
35. Ortega GJ, Peco IH, Sola RG, Pastor J, (2011) Impaired mesial synchronization in temporal lobe epilepsy. Clin Neurophysiol 122(6): 1106-16.
36. Engel J, Van Ness PC, Rasmussen TB, Ojemann LM, (1993) Outcome with respect to epileptic seizures. In: Engel J, editors. pp. 609-621 editor. Surgical Treatment of the Epilepsies. 2nd ed. New York, NY: Raven Press.
37. Feinstein AR, (2002) Principles of Medical Statistics, Chapman & Hall.
38. Efron B, (1979) Computers and the Theory of Statistics: Thinking the Unthinkable. SIAM Rev. 21: 460-80.
39. Theiler J, Eubank S, Longtin A, Galdrikian B, Farmer JD, (1992) Testing for nonlinearity in time series: the method of surrogate data. Physica D 58: 77-94.
40. Pereda E, Quian Quiroga R, Bhattacharya J, (2005) Nonlinear multivariate analysis of neurophysiological signals. Progress in Neurobiology 77: 1-37.
41. Andrzejak RG, Chicharro D, Lehnertz K, Mormann F, (2011) Using bivariate signal analysis to characterize the epileptic focus: The benefit of surrogates. Phys Rev E 83: 046203.
42. Sporns O, Honey CJ, Kotter R, (2007) Identification and Classification of Hubs in Brain Networks. PLoS ONE 2(10): e1049.
43. Ferrer I, Oliver B, Russi A, Casas R, Rivera R, (1994) Parvalbumin and calbindin-D28k immunocytochemistry in human neocortical epileptic foci. J Neurol Sci 123: 18-25.
44. Menendez de la Prida L, Benavides-Piccione R, Sola R, Pozo MA, (2002) Electrophysiological properties of interneurons from intraoperative spiking areas of epileptic human temporal neocortex. Neuroreport 13: 1421-25.
45. Arion D, Sabatini M, Unger T, Pastor J, Alonso-Nanclares L, et al. (2006) Correlation of transcriptome profile with electrical activity in temporal lobe epilepsy. Neurobiol Dis 22(2): 374-87.
46. Bragin A, Wilson CL, Engel J, (2000) Chronic Epileptogenesis Requires Development of a Network of Pathologically Interconnected Neuron Clusters: A Hypothesis. Epilepsia pp. S144-S152.
47. Morgan RJ, Soltesz I, (2008) Nonrandom connectivity of the epileptic dentate gyrus predicts a major role for neuronal hubs in seizures. PNAS 105(16): 6179-84.
48. Song S, Sjostrom PJ, Reigl M, Nelson S, Chklovskii DB, (2005) Highly nonrandom features of synaptic connectivity in local cortical circuits. PLoS Biol 3: e68.
49. Eytan D, Marom S, (2006) Dynamics and effective topology underlying synchronization in networks of cortical neurons. J Neurosci 26: 8465-76.
50. Pereira T, (2010) Hub synchronization in scale-free networks. Physical Review E 82, 036201.
51. Zhoua C, Kurths J, (2006) Hierarchical synchronization in complex networks with heterogeneous degrees. Chaos 16, 015104.
52. Schindler K, Leung H, Elger CE, Lehnertz K, (2007) Assessing seizure dynamics by analyzing the correlation structure of multichannel intracranial EEG. Brain 130: 65-77.
53. Milton GJ, Chkhenkeli SA, Towle VL, (2007) Brain Connectivity and the Spread of Epileptic Seizures. In: Jirsa, VK, McIntosh AR, editors. editors. Handbook of Brain Connectivity. Springer-Verlag Berlin Heidelberg.