Neuronal networks in west syndrome as revealed by source analysis and renormalized partial directed coherence

Brain Topography

Volumn 26, Issue 1, 2013, Pages 157-170

  Japaridze, Natia ^a   Muthuraman, Muthuraman ^a   Moeller, Friederike ^a   Boor, Rainer ^a,b   Anwar, Abdul Rauf ^a   Deuschl, Günther ^a   Stephani, Urlich ^a,b   Raethjen, Jan ^a   Siniatchkin, Michael ^a  

^a UNIVERSITY OF KIEL   (Germany)

^b Schwentinental/OT Raisdorf   (Germany)

Author keywords

DICS; EEG fMRI; RDPC; West syndrome

Indexed keywords

ARTICLE; ATONIC SEIZURE; BASAL GANGLION; BRAIN CORTEX; BRAIN HEMORRHAGE; BRAIN STEM; CAUDATE NUCLEUS; CHILD; CLINICAL ARTICLE; CONTROLLED STUDY; CORTICAL DYSPLASIA; DELTA RHYTHM; DYNAMIC IMAGING OF COHERENT SOURCES; EEG ABNORMALITY; ELECTROENCEPHALOGRAPHY; ELECTROOCULOGRAPHY; ENCEPHALOMALACIA; EPILEPTIC DISCHARGE; FEMALE; FOCAL EPILEPSY; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUNCTIONAL NEUROIMAGING; GLIOSIS; HUMAN; HYPSARRHYTHMIA; INFANT; INFANTILE SPASM; MALE; MICROCEPHALY; MYOCLONUS SEIZURE; NERVE CELL NETWORK; NEUROIMAGING; NEUROLOGIC EXAMINATION; OCCIPITAL CORTEX; PARIETAL CORTEX; PERINATAL ASPHYXIA; POSITRON EMISSION TOMOGRAPHY; PRESCHOOL CHILD; PRIMARY MOTOR CORTEX; PRIORITY JOURNAL; PUTAMEN; RENORMALIZED PARTIAL DIRECTED COHERENCE; SENSORIMOTOR CORTEX; TEMPORAL LOBE; TONIC CLONIC SEIZURE; TONIC SEIZURE; WEST SYNDROME;

BRAIN MAPPING; CEREBRAL CORTEX; ELECTROENCEPHALOGRAPHY; FEMALE; HUMANS; INFANT; INFANT, NEWBORN; MAGNETIC RESONANCE IMAGING; MALE; SPASMS, INFANTILE;

EID: 84872289075     PISSN: 08960267     EISSN: 15736792     Source Type: Journal    
DOI: 10.1007/s10548-012-0245-y     Document Type: Article

References (86)

1. Akaike H (1974) A new look to the statistical model identification. IEEE Trans Autom Control 19(6):716-723
2. Allen PJ, Polizzi G, Krakow K, Fish DR, Lemieux L (1998) Identification of EEG events in the MR scanner: the problem of pulse artifact and a method for its subtraction. Neuroimage 8(3):229-239. doi: 10.1006/nimg.1998.0361
3. Allen PJ, Josephs O, Turner R (2000) A method for removing imaging artifact from continuous EEG recorded during functional MRI. Neuroimage 12(2):230-239. doi: 10.1006/nimg.2000.0599
4. Alva-Moncayo E, Diaz-Leal MC, Olmos-Garcia De Alba G (2002) Electroencephalographic discoveries in children with infantile massive spasms in Mexico. Rev Neurol 34(10):928-932
5. Astolfi L, Cincotti F, Mattia D, Marciani MG, Baccala LA, de Vico FF, Salinari S, Ursino M, Zavaglia M, Ding L, Edgar JC, Miller GA, He B, Babiloni F (2007) Comparison of different cortical connectivity estimators for high-resolution EEG recordings. Hum Brain Mapp 28(2):143-157. doi: 10.1002/hbm.20263
6. Baccala LA, Sameshima K (2001) Partial directed coherence: a new concept in neural structure determination. Biol Cybern 84(6):463-474
7. Chiron C, Dulac O, Bulteau C, Nuttin C, Depas G, Raynaud C, Syrota A (1993) Study of regional cerebral blood flow in West syndrome. Epilepsia 34(4):707-715
8. Chugani HT (2002) Pathophysiology of infantile spasms. Adv Exp Med Biol 497:111-121
9. Chugani HT, Shields WD, Shewmon DA, Olson DM, Phelps ME, Peacock WJ (1990) Infantile spasms: I. PET identifies focal cortical dysgenesis in cryptogenic cases for surgical treatment. Ann Neurol 27(4):406-413. doi: 10.1002/ana.410270408
10. Chugani HT, Shewmon DA, Sankar R, Chen BC, Phelps ME (1992) Infantile spasms: II. Lenticular nuclei and brain stem activation on positron emission tomography. Ann Neurol 31(2):212-219. doi: 10.1002/ana.410310212
11. Curio G, Oppel F (1988) Intraparenchymatous ponto-mesencephalic field distribution of brain-stem auditory evoked potentials in man. Electroencephalogr Clin Neurophysiol 69(3):259-265
12. Curio G, Oppel F, Scherg M (1987) Peripheral origin of BAEP wave II in a case with unilateral pontine pathology: a comparison of intracranial and scalp records. Electroencephalogr Clin Neurophysiol 66(1):29-33
13. Ding M, Bressler SL, Yang W, Liang H (2000) Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment. Biol Cybern 83(1):35-45
14. Drongelen W, Yuchtman M, VanVeen BD, van Huffelen AC (1996) A spatial filtering technique to detect and localize multiple sources in the brain. Brain Topogr 9(1):39-49
15. Dulac O (2001) What is West syndrome? Brain Dev 23(7):447-452. doi: 10.1016/S0387-7604(01)00268-6
16. Fuchs M, Kastner J, Wagner M, Hawes S, Ebersole JS (2002) A standardized boundary element method volume conductor model. Clin Neurophysiol 113(5):702-712
17. Fusco L, Vigevano F (1993) Ictal clinical electroencephalographic findings of spasms in West syndrome. Epilepsia 34(4):671-678
18. Glass RB, Fernbach SK, Norton KI, Choi PS, Naidich TP (2004) The infant skull: a vault of information. Radiographics 24(2):507-522. doi: 10.1148/rg.24203510524/2/507
19. Groening K, Brodbeck V, Moeller F, Wolff S, van Baalen A, Michel CM, Jansen O, Boor R, Wiegand G, Stephani U, Siniatchkin M (2009) Combination of EEG-fMRI and EEG source analysis improves interpretation of spike-associated activation networks in paediatric pharmacoresistant focal epilepsies. Neuroimage 46(3):827-833. doi: 10.1016/j.neuroimage.2009.02.026
20. Gross J, Kujala J, Hamalainen M, Timmermann L, Schnitzler A, Salmelin R (2001) Dynamic imaging of coherent sources: studying neural interactions in the human brain. Proc Natl Acad Sci USA 98(2):694-699. doi: 10.1073/pnas.98.2.69498/ 2/694
21. Gross J, Timmermann L, Kujala J, Dirks M, Schmitz F, Salmelin R, Schnitzler A (2002) The neural basis of intermittent motor control in humans. Proc Natl Acad Sci USA 99(4):2299-2302. doi: 10.1073/pnas.03268209999/4/2299
22. Guzzetta F, Frisone MF, Ricci D, Rando T, Guzzetta A (2002) Development of visual attention in West syndrome. Epilepsia 43(7):757-763. doi: 10.1046/j.1528-1157.2002.34601.x
23. Haginoya K, Kon K, Yokoyama H, Tanaka S, Kato R, Munakata M, Yagi T, Takayanagi M, Yoshihara Y, Nagai M, Yamazaki T, Maruoka S, Iinuma K (2000) The perfusion defect seen with SPECT in West syndrome is not correlated with seizure prognosis or developmental outcome. Brain Dev 22(1):16-23. doi: 10.1016/S0387-7604(99)00081-9
24. Hellwig B, Haussler S, Lauk M, Guschlbauer B, Koster B, Kristeva-Feige R, Timmer J, Lucking CH (2000) Tremor-correlated cortical activity detected by electroencephalography. Clin Neurophysiol 111(5):806-809. doi: 10.1016/S1388-2457(00)00248-0
25. Hellwig B, Haussler S, Schelter B, Lauk M, Guschlbauer B, Timmer J, Lucking CH (2001) Tremor-correlated cortical activity in essential tremor. Lancet 357(9255):519-523. doi: 10.1016/S0140-6736(00)04044-7
26. Hellwig B, Schelter B, Guschlbauer B, Timmer J, Lucking CH (2003) Dynamic synchronisation of central oscillators in essential tremor. Clin Neurophysiol 114(8):1462-1467. doi: 10.1016/S1388-2457(03)00116-0
27. Holmes MD (2008) Dense array EEG: methodology and new hypothesis on epilepsy syndromes. Epilepsia 49:3-14. doi: 10.1111/j.1528-1167.2008.01505.x
28. Holmes MD, Brown M, Tucker DM (2004) Are "generalized" seizures truly generalized? Evidence of localized mesial frontal and frontopolar discharges in absence. Epilepsia 45(12):1568-1579. doi: 10.1111/j.0013-9580. 2004.23204.x
29. Holmes MD, Quiring J, Tucker DM (2010) Evidence that juvenile myoclonic epilepsy is a disorder of frontotemporal corticothalamic networks. Neuroimage 49(1):80-93. doi: 10.1016/j.neuroimage.2009.08.004
30. Hrachovy RA, Frost JD Jr (1989) Infantile spasms. Pediatr Clin N Am 36(2):311-329
31. Hrachovy RA, Frost JD Jr (2003) Infantile epileptic encephalopathy with hypsarrhythmia (infantile spasms/West syndrome). J Clin Neurophysiol 20(6):408-425
32. Hrachovy RA, Frost JD Jr, Kellaway P (1981) Sleep characteristics in infantile spasms. Neurology 31(6):688-693
33. Jambaque I, Chiron C, Dulac O, Raynaud C, Syrota P (1993) Visual inattention in West syndrome: a neuropsychological and neurofunctional imaging study. Epilepsia 34(4):692-700
34. Juhasz C, Chugani HT, Muzik O, Chugani DC (2001) Neuroradiological assessment of brain structure and function and its implication in the pathogenesis of West syndrome. Brain Dev 23(7):488-495. doi: 10.1016/S0387-7604(01)00295-9
35. Kaminski MDM, Truccolo WA, Bressler SL (2001) Evaluating causal relations in neural systems: Granger causality, directed transfer function and statistical assessment of significance. Biol Cybern 85(2):145-157
36. Kobayashi K, Oka M, Inoue T, Ogino T, Yoshinaga H, Ohtsuka Y (2005) Characteristics of slow waves on EEG associated with epileptic spasms. Epilepsia 46(7):1098-1105. doi: 10.1111/j.1528-1167.2005.63004.x
37. Kramer U, Sue WC, Mikati MA (1997) Hypsarrhythmia: frequency of variant patterns and correlation with etiology and outcome. Neurology 48(1):197-203
38. Kujala J, Gross J, Salmelin R (2008) Localization of correlated network activity at the cortical level with MEG. Neuroimage 39(4):1706-1720. doi: 10.1016/j.neuroimage.2007.10.042
39. Kwan P, Arzimanoglou A, Berg AT, Brodie MJ, Allen Hauser W, Mathern G, Moshe SL, Perucca E, Wiebe S, French J (2010) Definition of drug resistant epilepsy: consensus proposal by the ad hoc Task Force of the ILAE Commission on Therapeutic Strategies. Epilepsia 51(6):1069-1077. doi: 10.1111/j.1528-1167. 2009.02397.x
40. Lado FA, Moshe SL (2002) Role of subcortical structures in the pathogenesis of infantile spasms: what are possible subcortical mediators? Int Rev Neurobiol 49:115-140
41. Langlais PJ, Wardlow ML, Yamamoto H (1991) Changes in CSF neurotransmitters in infantile spasms. Pediatr Neurol 7(6):440-445
42. Legatt AD (2002) Mechanisms of intraoperative brainstem auditory evoked potential changes. J Clin Neurophysiol 19(5):396-408
43. Legatt AD, Arezzo JC, Vaughan HG Jr (1986) Short-latency auditory evoked potentials in the monkey. II. Intracranial generators. Electroencephalogr Clin Neurophysiol 64(1):53-73
44. Maris E, Oostenveld R (2007) Nonparametric statistical testing of EEG- and MEG-data. J Neurosci Methods 164(1):177-190. doi: 10.1016/j.jneumeth.2007. 03.024
45. Maris E, Schoffelen JM, Fries P (2007) Nonparametric statistical testing of coherence differences. J Neurosci Methods 163(1):161-175. doi: 10.1016/j.jneumeth.2007.02.011
46. Metsahonkala L, Gaily E, Rantala H, Salmi E, Valanne L, Aarimaa T, Liukkonen E, Holopainen I, Granstrom ML, Erkinjuntti M, Gronroos T, Sillanpaa M (2002) Focal and global cortical hypometabolism in patients with newly diagnosed infantile spasms. Neurology 58(11):1646-1651
47. Michel CM, Murray MM, Lantz G, Gonzalez S, Spinelli L, Grave de Peralta R (2004) EEG source imaging. Clin Neurophysiol 115(10):2195-2222. doi: 10.1016/j.clinph.2004.06.001
48. Moeller F, Muthuraman M, Stephani U, Deuschl G, Raethjen J, Siniatchkin M (2012) Representation and propagation of epileptic activity in absences and generalized photoparoxysmal responses. Hum Brain Mapp. doi: 10.1002/hbm.22026
49. Moller AR, Burgess J (1986) Neural generators of the brain-stem auditory evoked potentials (BAEPs) in the rhesus monkey. Electroencephalogr Clin Neurophysiol 65(5):361-372
50. Moller AR, Jho HD, Yokota M, Jannetta PJ (1995) Contribution from crossed and uncrossed brainstem structures to the brainstem auditory evoked potentials: a study in humans. Laryngoscope 105(6):596-605. doi: 10.1288/00005537- 199506000-00007
51. Morimatsu Y, Murofushi K, Handa T, Shinoara T, Shiraki H (1972) Pathology in severe physical and mental disabilities in children-with special reference to 4 cases of nodding spasm. Shinkei Kenkyu No Shimpo 16(3):465-470
52. Muthuraman M, Raethjen J, Hellriegel H, Deuschl G, Heute U (2008) Imaging coherent sources of tremor related EEG activity in patients with Parkinson's disease. Conf Proc IEEE Eng Med Biol Soc 2008:4716-4719. doi: 10.1109/IEMBS.2008.4650266
53. Muthuraman M, Heute U, Deuschl G, Raethjen J (2010) The central oscillatory network of essential tremor. Conf Proc IEEE Eng Med Biol Soc 2010:154-157. doi: 10.1109/IEMBS.2010.5627211
54. Muthuraman M, Tamas G, Hellriegel H, Deuschl G, Raethjen J (2012a) Source analysis of Beta-synchronisation and cortico-muscular coherence after movement termination based on high resolution electroencephalography. PLoSOne 7(3):e33928
55. Muthuraman M, Heute U, Arning K, Anwar AR, Elble R, Deuschl G, Raethjen J (2012b) Oscillating central motor networks in pathological tremors and voluntary movements. What makes the difference?. NeuroImage. doi: 10.1016/j.neuroimage.2012.01.088
56. Neumaier A, Schneider T (2001) Estimation of parameters and eigenmodes of multivariate autoregressive models. ACM Trans Math Softw 27(1):27-57
57. Neville BG (1972) The origin of infantile spasms: evidence from a case of hydranencephaly. Dev Med Child Neurol 14(5):644-647
58. Oostenveld RFP, Maris E, Schoffelen JM (2011) FieldTrip: open source soft ware for advanced analysis of MEG, EEG, and invasive electrophysiological data. Comput Intell Neurosci. doi: 10.1155/2011/156869
59. Panayiotopoulos CP (2005) Epileptic encephalopathies in infancy and early childhood in which the epileptiform abnormalities may contribute to progressive dysfunction. In: Panayiotopoulos CP (ed) The epilepsies. Seizures, syndromes and management, 2010/09/08 edn. Bladon Medical Publishing, Oxfordshire. doi: NBK2606 [bookaccession]
60. Paquereau J, Meurice JC, Neau JP, Ingrand P, Patte F (1994) Auditory brain-stem responses (ABRs) in sleep respiratory disorders. Eur J Clin Invest 24(3):156-160
61. Plourde G, Garcia-Asensi A, Backman S, Deschamps A, Chartrand D, Fiset P, Picton TW (2008) Attenuation of the 40-hertz auditory steady state response by propofol involves the cortical and subcortical generators. Anesthesiology 108(2):233-242. doi: 10.1097/01.anes.0000299839.33721.6d
62. Rando T, Baranello G, Ricci D, Guzzetta A, Tinelli F, Biagioni E, La Torre G, Epifanio R, Signorini S, Fazzi E, Mercuri E, Cioni G, Guzzetta F (2005) Cognitive competence at the onset of West syndrome: correlation with EEG patterns and visual function. Dev Med Child Neurol 47(11):760-765. doi: 10.1017/S0012162205001593
63. Riedel H, Kollmeier B (2002) Auditory brain stem responses evoked by lateralized clicks: is lateralization extracted in the human brain stem? Hear Res 163(1-2):12-26. doi: S0378595501003628
64. Sameshima K, Baccala LA (1999) Using partial directed coherence to describe neuronal ensemble interactions. J Neurosci Methods 94(1):93-103
65. Satoh J, Mizutani T, Morimatsu Y (1986) Neuropathology of the brainstem in age-dependent epileptic encephalopathy: especially of cases with infantile spasms. Brain Dev 8(4):443-449
66. Schack B, Hesse W, Moller E, Arnold M (2003) The use of time-variant EEG Granger causality for inspecting directed interdependencies of neural assemblies. J Neurosci Methods 124(1):27-44. doi: 10.1016/S0165-0270(02)00366-7
67. Schelter B, Timmer J, Eichler M (2009) Assessing the strength of directed influences among neural signals using renormalized partial directed coherence. J Neurosci Methods 179(1):121-130. doi: 10.1016/j.jneumeth.2009.01.006
68. Scherg M, von Cramon D (1985) A new interpretation of the generators of BAEP waves I-V: results of a spatio-temporal dipole model. Electroencephalogr Clin Neurophysiol 62(4):290-299
69. Schneider T, Neumaier A (2001) Algorithm 808: ARfit: a Matlab package for the estimation of parameters and eigenmodes of multivariate autoregressive models. ACM Trans Math Softw 27(1):58-65
70. Schnitzler A, Timmermann L, Gross J (2006) Physiological and pathological oscillatory networks in the human motor system. J Physiol Paris 99(1):3-7. doi: 10.1016/j.jphysparis.2005.06.010
71. Schnitzler A, Münks C, Butz M, Timmermann L, Gross J (2009) Synchronized brain network associated with essential tremor as revealed by magnetoencephalography. Mov Disord 24(11):1629-1635
72. Schoffelen JM, Oostenveld R, Fries P (2008) Imaging the human motor system's beta-band synchronization during isometric contraction. Neuroimage 41(2):437-447. doi: 10.1016/j.neuroimage.2008.01.045
73. Siniatchkin M, van Baalen A, Jacobs J, Moeller F, Moehring J, Boor R, Wolff S, Jansen O, Stephani U (2007) Different neuronal networks are associated with spikes and slow activity in hypsarrhythmia. Epilepsia 48(12):2312-2321. doi: 10.1111/j.1528-1167.2007.01195.x
74. Siniatchkin M, Groening K, Moehring J, Moeller F, Boor R, Brodbeck V, Michel CM, Rodionov R, Lemieux L, Stephani U (2010) Neuronal networks in children with continuous spikes and waves during slow sleep. Brain 133(9):2798-2813. doi: 10.1093/brain/awq183
75. Sudmeyer M, Saleh A, Wojtecki L, Cohnen M, Gross J, Ploner M, Hefter H, Timmermann L, Schnitzler A (2006) Wilson's disease tremor is associated with magnetic resonance imaging lesions in basal ganglia structures. Mov Disord 21(12):2134-2139. doi: 10.1002/mds.21136
76. Tass P, Rosenblum MG, Weule J, Kurths J, Pikovsky A, Volkmann J, Schnitzler A, Freund HJ (1998) Detection of n:m phase locking from noisy data: application to magnetoencephalography. Phys Rev Lett 81(15):3291-3294
77. Timmermann L, Gross J, Butz M, Kircheis G, Haussinger D, Schnitzler A (2003a) Mini-asterixis in hepatic encephalopathy induced by pathologic thalamo-motor-cortical coupling. Neurology 61(5):689-692
78. Timmermann L, Gross J, Dirks M, Volkmann J, Freund HJ, Schnitzler A (2003b) The cerebral oscillatory network of parkinsonian resting tremor. Brain 126(Pt 1):199-212
79. Van Veen BD, van Drongelen W, Yuchtman M, Suzuki A (1997) Localization of brain electrical activity via linearly constrained minimum variance spatial filtering. IEEE Trans Biomed Eng 44(9):867-880. doi: 10.1109/10.623056
80. Volkmann J, Joliot M, Mogilner A, Ioannides AA, Lado F, Fazzini E, Ribary U, Llinas R (1996) Central motor loop oscillations in parkinsonian resting tremor revealed by magnetoencephalography. Neurology 46(5):1359-1370
81. Vulliemoz S, Thornton R, Rodionov R, Carmichael DW, Guye M, Lhatoo S, McEvoy AW, Spinelli L, Michel CM, Duncan JS, Lemieux L (2009) The spatio-temporal mapping of epileptic networks: combination of EEG-fMRI and EEG source imaging. Neuroimage 46(3):834-843
82. Wenzel D (1987) Evoked potentials in infantile spasms. Brain Dev 9(4):365-368
83. Wilke C, van Drongelen W, Kohrman M, He B (2010) Neocortical seizure foci localization by means of a directed transfer function method. Epilepsia 51(4):564-572. doi: 10.1111/j.1528-1167.2009.02329.x
84. Wilke C, Worrell G, He B (2011) Graph analysis of epileptogenic networks in human partial epilepsy. Epilepsia 52(1):84-93. doi: 10.1111/j.1528-1167.2010. 02785.x
85. Wolters CH, Anwander A, Maess B, Macleod RS, Friederici AD (2004) The influence of volume conduction effects on the EEG/MEG reconstruction of the sources of the Early Left Anterior Negativity. Conf Proc IEEE Eng Med Biol Soc 5:3569-3572. doi: 10.1109/IEMBS.2004.1404003
86. Zhang Z (1995) A fast method to compute surface-potentials generated by dipoles within multilayer anisotropic spheres. Phys Med Biol 40(3):335-349