Dynamical intrinsic functional architecture of the brain during absence seizures

Brain Structure and Function

Volumn 219, Issue 6, 2014, Pages 2001-2015

  Liao, Wei ^a,b,c   Zhang, Zhiqiang ^c   Mantini, Dante ^d,e   Xu, Qiang ^c   Ji, Gong Jun ^a,b,f   Zhang, Han ^a,b   Wang, Jue ^a,b   Wang, Zhengge ^c   Chen, Guanghui ^c   Tian, Lei ^c   Jiao, Qing ^c   Zang, Yu Feng ^a,b   Lu, Guangming ^c  

^a HANGZHOU NORMAL UNIVERSITY   (China)

^b Zhejiang Key Laboratory for Research in Assessment of Cognitive Impairments   (China)

^c MEDICAL SCHOOL OF NANJING UNIVERSITY   (China)

^d UNIVERSITY OF OXFORD   (United Kingdom)

^e ETH ZURICH   (Switzerland)

^f BEIJING NORMAL UNIVERSITY   (China)

Author keywords

Absence seizure; Brain connectome; Dynamic; fMRI; Functional connectivity

Indexed keywords

ANGULAR GYRUS; ANTERIOR COMMISSURE; ARTICLE; BASAL GANGLION; BOLD SIGNAL; BRAIN FUNCTION; CAUDATE NUCLEUS; CHILD; CHILDHOOD ABSENCE EPILEPSY; CLINICAL ARTICLE; CONNECTOME; DEFAULT MODE NETWORK; DYNAMICS; ELECTROENCEPHALOGRAM; ELECTROENCEPHALOGRAPHY; FEMALE; FUNCTIONAL CONNECTIVITY; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUNCTIONAL NEUROIMAGING; HEMODYNAMICS; HUMAN; MALE; NUCLEAR MAGNETIC RESONANCE SCANNER; POSTERIOR COMMISSURE; PRESCHOOL CHILD; PRIORITY JOURNAL; PUTAMEN; RESTING STATE NETWORK; SCHOOL CHILD; TEMPORAL CORTEX; THALAMUS; ABSENCE; BIOLOGICAL MODEL; BRAIN; IMAGE PROCESSING; NERVE CELL NETWORK; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOPHYSIOLOGY; PHYSIOLOGY;

BRAIN; CHILD; CHILD, PRESCHOOL; CONNECTOME; ELECTROENCEPHALOGRAPHY; EPILEPSY, ABSENCE; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; MODELS, NEUROLOGICAL; NERVE NET;

EID: 84936081554     PISSN: 18632653     EISSN: 18632661     Source Type: Journal    
DOI: 10.1007/s00429-013-0619-2     Document Type: Article

References (73)

1. Allen EA, Damaraju E, Plis SM, Erhardt EB, Eichele T, Calhoun VD (2012) Tracking whole-brain connectivity dynamics in the resting state. Cereb Cortex. doi:10.1093/cercor/bhs352
2. Archer JS, Abbott DF, Waites AB, Jackson GD (2003) fMRI “deactivation” of the posterior cingulate during generalized spike and wave. Neuroimage 20(4):1915–1922
3. Bai X, Vestal M, Berman R, Negishi M, Spann M, Vega C et al (2010) Dynamic time course of typical childhood absence seizures: EEG, behavior, and functional magnetic resonance imaging. J Neurosci 30(17):5884–5893
4. Bassett DS, Bullmore E (2006) Small-world brain networks. Neuroscientist 12(6):512–523
5. Bassett DS, Wymbs NF, Porter MA, Mucha PJ, Carlson JM, Grafton ST (2011) Dynamic reconfiguration of human brain networks during learning. Proc Natl Acad Sci USA 108(18):7641–7646
6. Benuzzi F, Mirandola L, Pugnaghi M, Farinelli V, Tassinari CA, Capovilla G et al (2012) Increased cortical BOLD signal anticipates generalized spike and wave discharges in adolescents and adults with idiopathic generalized epilepsies. Epilepsia 53(4):622–630
7. Bernhardt BC, Chen Z, He Y, Evans AC, Bernasconi N (2011) Graph-theoretical analysis reveals disrupted small-world organization of cortical thickness correlation networks in temporal lobe epilepsy. Cereb Cortex 21(9):2147–2157
8. Biswal B, Yetkin FZ, Haughton VM, Hyde JS (1995) Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn Reson Med 34(4):537–541
9. Blumenfeld H (2005) Cellular and network mechanisms of spike-wave seizures. Epilepsia 46(Suppl 9):21–33
10. Blumenfeld H (2012) Impaired consciousness in epilepsy. Lancet Neurol 11(9):814–826
11. Bullmore ET, Bassett DS (2011) Brain graphs: graphical models of the human brain connectome. Annu Rev Clin Psychol 7:113–140
12. Carney PW, Masterton RA, Harvey AS, Scheffer IE, Berkovic SF, Jackson GD (2010) The core network in absence epilepsy. Differences in cortical and thalamic BOLD response. Neurology 75(10):904–911
13. Carney PW, Masterton RA, Flanagan D, Berkovic SF, Jackson GD (2012) The frontal lobe in absence epilepsy: EEG-fMRI findings. Neurology 78(15):1157–1165
14. Chang C, Glover GH (2010) Time-frequency dynamics of resting-state brain connectivity measured with fMRI. Neuroimage 50(1):81–98
15. Chang BS, Lowenstein DH (2003) Epilepsy. N Engl J Med 349(13):1257–1266
16. Chaudhary UJ, Duncan JS, Lemieux L (2013) Mapping hemodynamic correlates of seizures using fMRI: a review. Hum Brain Mapp 34(2):447–466
17. Danielson NB, Guo JN, Blumenfeld H (2011) The default mode network and altered consciousness in epilepsy. Behav Neurol 24(1):55–65
18. David O, Guillemain I, Saillet S, Reyt S, Deransart C, Segebarth C et al (2008) Identifying neural drivers with functional MRI: an electrophysiological validation. PLoS Biol 6(12):2683–2697
19. de Pasquale F, Della Penna S, Snyder AZ, Lewis C, Mantini D, Marzetti L et al (2010) Temporal dynamics of spontaneous MEG activity in brain networks. Proc Natl Acad Sci USA 107(13):6040–6045
20. Engel J Jr, Thompson PM, Stern JM, Staba RJ, Bragin A et al (2013) Connectomics and epilepsy. Curr Opin Neurol 26(2):186–194
21. Fair DA, Cohen AL, Power JD, Dosenbach NU, Church JA, Miezin FM et al (2009) Functional brain networks develop from a “local to distributed” organization. PLoS Comput Biol 5(5):e1000381
22. Fornito A, Zalesky A, Bullmore ET (2010) Network scaling effects in graph analytic studies of human resting-state FMRI data. Front Syst Neurosci 4:22
23. Fornito A, Harrison BJ, Zalesky A, Simons JS (2012) Competitive and cooperative dynamics of large-scale brain functional networks supporting recollection. Proc Natl Acad Sci USA 109(31):12788–12793
24. 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(27):9673–9678
25. Fox MD, Zhang D, Snyder AZ, Raichle ME (2009) The global signal and observed anticorrelated resting state brain networks. J Neurophysiol 101(6):3270–3283
26. Genovese CR, Lazar NA, Nichols T (2002) Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neuroimage 15(4):870–878
27. Gotman J (2008) Epileptic networks studied with EEG-fMRI. Epilepsia 49(Suppl 3):42–51
28. Gotman J, Grova C, Bagshaw A, Kobayashi E, Aghakhani Y, Dubeau F (2005) Generalized epileptic discharges show thalamocortical activation and suspension of the default state of the brain. Proc Natl Acad Sci USA 102(42):15236–15240
29. Greicius MD, Flores BH, Menon V, Glover GH, Solvason HB, Kenna H et al (2007) Resting-state functional connectivity in major depression: abnormally increased contributions from subgenual cingulate cortex and thalamus. Biol Psychiatr 62(5):429–437
30. Hagmann P, Cammoun L, Gigandet X, Meuli R, Honey CJ, Wedeen VJ et al (2008) Mapping the structural core of human cerebral cortex. PLoS Biol 6(7):e159
31. Hagmann P, Cammoun L, Gigandet X, Gerhard S, Ellen Grant P, Wedeen V et al (2010) MR connectomics: principles and challenges. J Neurosci Methods 194(1):34–45
32. Handwerker DA, Roopchansingh V, Gonzalez-Castillo J, Bandettini PA (2012) Periodic changes in fMRI connectivity. Neuroimage 63(3):1712–1719
33. He Y, Wang J, Wang L, Chen ZJ, Yan C, Yang H et al (2009) Uncovering intrinsic modular organization of spontaneous brain activity in humans. PLoS ONE 4(4):e5226
34. Hutchison RM, Womelsdorf T, Gati JS, Everling S, Menon RS (2012) Resting-state networks show dynamic functional connectivity in awake humans and anesthetized macaques. Hum Brain Mapp. doi:10.1002/hbm.22058
35. Kang J, Wang L, Yan C, Wang J, Liang X, He Y (2011) Characterizing dynamic functional connectivity in the resting brain using variable parameter regression and Kalman filtering approaches. Neuroimage 56(3):1222–1234
36. Killory BD, Bai X, Negishi M, Vega C, Spann MN, Vestal M et al (2011) Impaired attention and network connectivity in childhood absence epilepsy. Neuroimage 56(4):2209–2217
37. Kiviniemi V, Vire T, Remes J, Elseoud AA, Starck T, Tervonen O et al (2011) A sliding time-window ICA reveals spatial variability of the default mode network in time. Brain Connect 1(4):339–347
38. Kramer MA, Cash SS (2012) Epilepsy as a disorder of cortical network organization. Neuroscientist 18(4):360–372
39. Kramer MA, Eden UT, Kolaczyk ED, Zepeda R, Eskandar EN, Cash SS (2010) Coalescence and fragmentation of cortical networks during focal seizures. J Neurosci 30(30):10076–10085
40. Laufs H (2012) Functional imaging of seizures and epilepsy: evolution from zones to networks. Curr Opin Neurol 25(2):194–200
41. Lee HL, Zahneisen B, Hugger T, LeVan P, Henning J (2013) Tracking dynamic resting-state networks at higher frequencies using MR-encephalography. Neuroimage 65:216–222
42. Liao W, Zhang Z, Pan Z, Mantini D, Ding J, Duan X et al (2010) Altered functional connectivity and small-world in mesial temporal lobe epilepsy. PLoS ONE 5(1):e8525
43. Luo C, Li Q, Lai Y, Xia Y, Qin Y, Liao W et al (2011) Altered functional connectivity in default mode network in absence epilepsy: a resting-state fMRI study. Hum Brain Mapp 32(3):438–449
44. Luo C, Li Q, Xia Y, Lei X, Xue K, Yao Z et al (2012) Resting state basal ganglia network in idiopathic generalized epilepsy. Hum Brain Mapp 33(6):1279–1294
45. Moeller F, Siebner HR, Wolff S, Muhle H, Boor R, Granert O et al (2008a) Changes in activity of striato-thalamo-cortical network precede generalized spike wave discharges. Neuroimage 39(4):1839–1849
46. Moeller F, Siebner HR, Wolff S, Muhle H, Granert O, Jansen O et al (2008b) Simultaneous EEG-fMRI in drug-naive children with newly diagnosed absence epilepsy. Epilepsia 49(9):1510–1519
47. Moeller F, LeVan P, Muhle H, Stephani U, Dubeau F, Siniatchkin M et al (2010) Absence seizures: individual patterns revealed by EEG-fMRI. Epilepsia 51(10):2000–2010
48. Moeller F, Maneshi M, Pittau F, Gholipour T, Bellec P, Dubeau F et al (2011) Functional connectivity in patients with idiopathic generalized epilepsy. Epilepsia 52(3):515–522
49. Mormann F, Andrzejak RG, Elger CE, Lehnertz K (2007) Seizure prediction: the long and winding road. Brain 130(Pt 2):314–333
50. Murphy K, Birn RM, Handwerker DA, Jones TB, Bandettini PA (2009) The impact of global signal regression on resting state correlations: are anti-correlated networks introduced? Neuroimage 44(3):893–905
51. Raichle ME, MacLeod AM, Snyder AZ, Powers WJ, Gusnard DA, Shulman GL (2001) A default mode of brain function. Proc Natl Acad Sci USA 98(2):676–682
52. Richardson MP (2012) Large scale brain models of epilepsy: dynamics meets connectomics. J Neurol Neurosurg Psychiatry 83(12):1238–1248
53. Rubinov M, Sporns O (2010) Complex network measures of brain connectivity: uses and interpretations. Neuroimage 52(3):1059–1069
54. Saad ZS, Gotts SJ, Murphy K, Chen G, Jo HJ, Martin A et al (2012) Trouble at rest: how correlation patterns and group differences become distorted after global signal regression. Brain Connect 2(1):25–32
55. Salvador R, Suckling J, Coleman MR, Pickard JD, Menon D, Bullmore E (2005) Neurophysiological architecture of functional magnetic resonance images of human brain. Cereb Cortex 15(9):1332–1342
56. Schindler KA, Bialonski S, Horstmann MT, Elger CE, Lehnertz K (2008) Evolving functional network properties and synchronizability during human epileptic seizures. Chaos 18(3):033119
57. Sepulcre J, Liu H, Talukdar T, Martincorena I, Yeo BT, Buckner RL (2010) The organization of local and distant functional connectivity in the human brain. PLoS Comput Biol 6(6):e1000808
58. Shirer WR, Ryali S, Rykhlevskaia E, Menon V, Greicius MD (2012) Decoding subject-driven cognitive States with whole-brain connectivity patterns. Cereb Cortex 22(1):158–165
59. Spencer SS (2002) Neural networks in human epilepsy: evidence of and implications for treatment. Epilepsia 43(3):219–227
60. Sporns O (2011) The non-random brain: efficiency, economy, and complex dynamics. Front Comput Neurosci 5:5
61. Stefan H, Lopes da Silva FH (2013) Epileptic neuronal networks: methods of identification and clinical relevance. Front Neurol 4(8). doi:10.3389/fneur.2013.00008
62. Tzourio-Mazoyer N, Landeau B, Papathanassiou D, Crivello F, Etard O, Delcroix N et al (2002) Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 15(1):273–289
63. Vaessen MJ, Jansen JF, Vlooswijk MC, Hofman PA, Majoie HJ, Aldenkamp AP et al (2012) White matter network abnormalities are associated with cognitive decline in chronic epilepsy. Cereb Cortex 22(9):2139–2147
64. Vlooswijk MC, Jansen JF, de Krom MC, Majoie HM, Hofman PA, Backes WH et al (2010) Functional MRI in chronic epilepsy: associations with cognitive impairment. Lancet Neurol 9(10):1018–1027
65. Vlooswijk MC, Vaessen MJ, Jansen JF, de Krom MC, Majoie HJ, Hofman PA et al (2011) Loss of network efficiency associated with cognitive decline in chronic epilepsy. Neurology 77(10):938–944
66. Wang J, Wang L, Zang Y, Yang H, Tang H, Gong Q et al (2009) Parcellation-dependent small-world brain functional networks: a resting-state fMRI study. Hum Brain Mapp 30(5):1511–1523
67. Weissenbacher A, Kasess C, Gerstl F, Lanzenberger R, Moser E, Windischberger C (2009) Correlations and anticorrelations in resting-state functional connectivity MRI: a quantitative comparison of preprocessing strategies. Neuroimage 47(4):1408–1416
68. Wu H, Li X, Guan X (2006) Networking property during epileptic seizure with multi-channel EEG recordings. In: Wang J (ed) Lecture Notes in Computer Science, vol. 3976, pp 573–578
69. Yang T, Luo C, Li Q, Guo Z, Liu L, Gong Q et al (2012) Altered resting-state connectivity during interictal generalized spike-wave discharges in drug-naive childhood absence epilepsy. Hum Brain Mapp. doi:10.1002/hbm.22025
70. Zalesky A, Fornito A, Harding IH, Cocchi L, Yucel M, Pantelis C et al (2010) Whole-brain anatomical networks: does the choice of nodes matter? Neuroimage 50(3):970–983
71. Zhang D, Snyder AZ, Fox MD, Sansbury MW, Shimony JS, Raichle ME (2008) Intrinsic functional relations between human cerebral cortex and thalamus. J Neurophysiol 100(4):1740–1748
72. Zhang Z, Liao W, Chen H, Mantini D, Ding JR, Xu Q et al (2011) Altered functional-structural coupling of large-scale brain networks in idiopathic generalized epilepsy. Brain 134(Pt 10):2912–2928
73. Zuo XN, Ehmke R, Mennes M, Imperati D, Castellanos FX, Sporns O et al (2012) Network centrality in the human functional connectome. Cereb Cortex 22(8):1862–1875