2013, Number 1
<< Back Next >>
Rev Cubana Invest Bioméd 2013; 32 (1)
Current Status of simultaneous EEG-fMRI research applied to epilepsy and pain study
Aldana RCA, Buitrago BE
Language: Spanish
References: 57
Page:
PDF size: 664.22 Kb.
ABSTRACT
Recent advances in neuroimaging techniques have contributed in functional dynamics comprehension of the brain. Specially, the simultaneous studies of EEG-fMRI have provided valuable information, by studying that brain dynamics from two points of view: bioelectricity and hemodynamics. In this paper, we review the technique, the required hardware and the methods of analysis. The main drawbacks and achievements obtained in the study of epilepsy and pain are presented, as well.
REFERENCES
Olejniczak P. Neurophysiological Basis of EEG, Clinical Neurophysiology, 2006;23:186-189.
Jasper HH, The ten-twenty electrode system of the International Federation. Electroencephalogr Clin Neurophysiol 1958;10:371-375.
Caicedo O, Aldana C. Resonancia magnética funcional: evolución y avances en clínica. Tecnura 2010; 13(25): 91-106.
Lindquist M, Zhang C-H, Glover G, Shepp L. Rapid three-dimensional functional magnetic resonance imaging of the initial negative BOLD response. Journal of magnetic resonance imaging 2008; 191:100-111.
Ives JR, Warach S, Schmitt F, Edelman RR, Schomer DL. Monitoring the patient's EEG during echo planar MRI. Electroencephalogr. Clin. Neurophysiol 1993; 87(6):417-420.
Warach S, Ives JR, Schlaug G, Patel MR, Darby DG, Thangaraj V, Edelman R.R, Schomer D.L. EEG-triggered echo-planar functional MRI in epilepsy. Neurology 1996; 47:89_93.
Garreffa G, Bianciardi M, Hagberg G, Macaluso E, Marciani M, Maraviglia B, Abbafati M, Carní M, Bruni I and Bianchi L. Simultaneous EEG_fMRI acquisition: how far is it from being a standardized technique? Magnetic Resonance Imaging 2004; 22:1445-1455.
Goldman, R.I., Stern, J.M., Engel Jr., J., Cohen, M.S. Acquiring simultaneous EEG and functional MRI. Clinical Neurophysiology, 2000; 111:1974-1980.
Laufs H, Daunizeau J, Carmichael D. W, Kleinschmidt A. Recent advances in recording electrophysiological data simultaneously with magnetic resonance imaging. NeuroImage, 2008; 40:515-528.
Herrmann CS, Debener S. Simultaneous recording of EEG and BOLD responses: A historical perspective. International Journal of Psychophysiology 2008; 67:161-168.
Allen P, Josephs O and Turner R. A Method for Removing Imaging Artifact from Continuous EEG Recorded during Functional MRI. NeuroImage 2000; 12:230-239.
Salek-Haddadi A, Friston KJ, Lemieux L, Fish DR. Studying spontaneous EEG activity with fMRI. Brain Research Reviews 2003; 43:110-133.
Vasios CE, Angelone LM, Purdon PL, Ahveninen J, Belliveau JW, Bonmassar G. EEG/(f)MRI measurements at 7 Tesla using a new EEG cap ("InkCap"). NeuroImage 2006; 33:1082-1092.
Al-Asmi A, Bénar C-G, Gross DW, Khani YA, Adermann F, Pike B, Bubeau F, Gotman J. fMRI activation in continuous and spike-triggered EEG-fMRI studies of epileptic spikes. Epilepsia 2003; 44(10):1328-1339.
Menon V, Crottaz-Herbette S. Combined EEG and fRMI estudies of human brain function. International review of neurobiology, 2005; 6:291-321.
Krakow K, Woermann FG, Symms MR, Allen PJ, Lemieux L, Barker GJ, Duncan JS, Fish DR. EEG triggered functional MRI of interictal epileptiform activity in patients with parcial seizures. Brain 1999; 122:1679-1688. Disponible en: http://brain.oxfordjournals.org/content/122/9/1679.full.pdf+html
Bénar C-G, Aghakhani Y, Wang Y, Izenberg A, Al-Asmi A, Dubeau F, Gotman J. Quality of EEG in simultaneous EEG-fMRI for epilepsy. Clin. Neurophysiol. 2003; 114: 569-580.
Allen P, Polizzi G, Krakow K, Fish D, Lemieux L. Identification of EEG Events in the MR Scanner: The Problem of Pulse Artifact and a Method for Its Subtraction. NeuroImage 1998; 12:230-239.
Ritter P, Villringer A. Simultaneous EEG-fRMI. Neuroscience and biobehavioral reviews 2006; 30:823-838.
Stern J. Simultaneous electroencephalography and functional magnetic resonance imaging applied to epilepsy. Epilepsy & Behavior 2006; 8:683-692.
Kim K. H, Yoon H. W, Park H. W. Improved ballistocardiac artifact removal from the electroencephalogram recorded in fMRI. Journal of Neuroscience Methods 2004; 135:193-203.
Srivastava G, Crottaz-Herbette S, Lau K.M, Glover G.H, Menon V. ICA-based procedures for removing ballistocardiogram artifacts from EEG data acquired in the MRI scanner. NeuroImage 2005; 24:50-60.
Niazy R.K, Beckmann C.F, Iannetti G.D, Brady J.M, Smith S.M. Removal of FMRI environment artifacts from EEG data using optimal basis sets. NeuroImage 2005; 28:720-737.
McKeown M, Makeig S, Brown G, Jung T-P, Kindermann S, Bell A, and Sejnowski T. Analysis of fMRI Data by Blind Separation Into Independent Spatial Components. Human Brain Mapping 1998; 6:160-188.
Hoffmann A, Jäger L.,Werhahn K.J, Jaschke M., Noachtar S, Reiser M.. Electroencephalography During Functional Echo-Planar Imaging: Detection of Epileptic Spikes Using Post-processing Methods. Magnetic Resonance in Medicine 2000; 44:791-798.
Anami K, Mori T, Tanaka F, Kawagoe Y, Okamoto J, Yarita M, Ohnishi T, Yumoto M, Matsuda H, and Saitoh O. Stepping stone sampling for retrieving artifact-free electroencephalogram during functional magnetic resonance imaging. NeuroImage 2003; 19:281-295.
Garreffa G, Carní M, Gualniera G, Ricci G.B, Bozzao L, Carli D de. Morasso P, Pantano P, Colonnese C, Roma V, Maraviglia B. Real-time MR artifacts filtering during continuous EEG/fMRI acquisition. Magnetic Resonance Imaging 2003; 21:1175-118.
Friston K.J, Holmes A.P, Worsley K.J, J.-P. Poline, C.D. Frith, and R.S.J. Frackowiak. Statistical Parametric Maps in Functional Imaging: A General Linear Approach. Human Brain Mapping 1995; 2:189-210.
Friston K.J, Jezzard P, and Turner R, Analysis of Functional MRI Time-Series. Human Brain Mapping 1994; 1:153:171.
Fristol K. J, Holmes A. P, Poline J-B, Grasby P. J, Williams S C R, R. Frackowiak S. J and Turner R. Analysis of fMRI Time Series Revisited. NeuroImage 1995; 2:45-53.
Lemieux L, Laufs H, Carmichael D, Paul J S, Walker M and Duncan J. Noncanonical Spike-Related BOLD Responses in Focal Epilepsy. Human Brain Mapping 2008; 29:329-345.
Worsley K. J., Liao C. H, Aston J, Petre V, Duncan G. H, Morales F and Evans A. C. A General Statistical Analysis for fMRI Data. NeuroImage 2002; 15:1-15.
Lu Y, Grova C, Kobayashi E, Dubeau F, and Gotman J. Using voxel-specific hemodynamic response function in EEG-fMRI data analysis: An estimation and detection model. NeuroImage 2007; 34:195-203.
Calhoun V, Liu J, Adali T. A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic and ERP data. NeuroImage 2009; 45:163-172.
Formaggio E, Storti S, Bertoldo A, Manganotti P, Fiaschi A, Toffolo G. Integrating EEG and fMRI in epilepsy. NeuroImage 2011; 54: 2719-2731
Daunizeau J, Grova C, Marrelec G, Mattout J, Jbabdi S, Pélégrini-Issac M, Lina M-C, and Benalib H. Symmetrical event-related EEG/fMRI information fusion in a variational Bayesian framework. NeuroImage 2007; 36:69-87.
Martinez-Montes E, Valdés-Sosa P, Miwakeichi F, Goldman R.I, and Cohen M. Concurrent EEG/fMRI analysis by multiway Partial Least Squares. NeuroImage 2004; 22:1023-1034.
Salek-Haddadi A, Diehl B, Hamandi K, Merschhemke M, Liston A, Friston K, Duncan J, Fish D, Lemieux L. Hemodynamic correlates of epileptiform discharges: An EEG-fMRI study of 63 patients with focal epilepsy. BRAIN RESEARCH 2006; 1088: 148-166.
Lemieux L, Salek-Haddadi A, Josephs O, Allen P, Toms N, Scott C, Krakow K, Turner R, Fish D. Event-Related fMRI with Simultaneous and Continuous EEG: Description of the Method and Initial Case Report. NeuroImage 2001; 14: 780-787
Aghakhani Y, Bagshaw A. P, Bénar C. G, Hawco C, Andermann F, Dubeau F Gotman J. fMRI activation during spike and wave discharges in idiopathic generalized epilepsy. Brain 2004; 127: 1127-1144.
Hamandi K, Salek-Haddadi A, Laufs H, Liston A, Friston K, Fish D, Duncan J, Lemieux L. EEG_fMRI of idiopathic and secondarily generalized epilepsies. NeuroImage 2006; 31:1700-1710.
Hamandi K, Laufs H, Nöth U, Carmichael D, Duncan J, Lemieux L. BOLD and perfusion changes during epileptic generalized spike wave activity. NeuroImage 2008; 39:608-618.
Carmichael D, Hamandi K, Laufs H, Duncan J, Thomas D, Lemieux L. An investigation of the relationship between BOLD and perfusion signal changes during epileptic generalised spike wave activity. Magnetic Resonance Imaging 2008; 26:870-873.
Bénar C, Gross D, Wang Y, Petre V, Pike B, Dubeau F, Gotman J. The BOLD Response to Interictal Epileptiform Discharges. NeuroImage 2002;17: 1182-92.
Bénar C, Grova C, Kobayashi E, Bagshaw A, Aghakhani Y, Dubeau F, Gotman J. EEG_fMRI of epileptic spikes: Concordance with EEG source localization and intracranial EEG. NeuroImage 2006;30: 1161-70.
Zijlmans M, Huiskamp G, Hersevoort M, Seppenwoolde J-H, van Huffelen A Leijten F. EEG-fMRI in the preoperative work-up for epilepsy surgery. Brain 2007; 130: 2343-53.
Tracey I, Mantyh P. The Cerebral Signature for Pain Perception and Its Modulation. Neuron 2007; 55: 377-391.
Kurata J, Thulborn K, Gyulai F, Firestone L. Early Decay of Pain-related Cerebral Activation in Functional Magnetic Resonance Imaging. Anesthesiology 2002; 96:35-44.
Apkarian A, Bushnell M, Treede R, Zubieta J. Human brain mechanisms of pain perception andregulation in health and disease. European Journal of Pain 9 (2005) 463-84.
Jensen M, Hakimian S, Sherlin L, Fregni F. New Insights Into Neuromodulatory Approaches for the Treatment of Pain. The journal of Pain 2008; 9(3): 193-99.
Iannetti G.D, Niazy R.K, Wise R.G, Jezzard P, Brooks J.C.W, Zambreanu L,Vennart W, Matthews P.M and Tracey I. Simultaneous recording of laser-evoked brain potentials and continuous, high-field functional magnetic resonance imaging in humans NeuroImage 2005; 28: 708 _ 719.
Christmann C, Ruf M, Braus D, Flor H. Simultaneous electroencephalography and functional magnetic resonance imaging of primary and secondary somatosensory cortex in humans after electrical stimulation Neuroscience Letters 2002; 333: 69-73.
Christmann C, Koeppe C, Braus D, Ruf M and Flor H. A simultaneous EEG_fMRI study of painful electric stimulation. NeuroImage 2007; 34: 1428-37.
Mobascher A, Brinkmeyer J, Warbrick T, Musso F, Wittsack H.J, Stoermer R, Saleh A, Schnitzler A, Winterer G. Fluctuations in electrodermal activity reveal variations in single trial brain responses to painful laser stimuli — A fMRI/EEG study. NeuroImage 2009; 44: 1081-92.
55 Mobascher A, Brinkmeyer J, Warbrick T, Musso F, Wittsack H.J, Saleh A, Schnitzler A, Winterer G. Laser-evoked potential P2 single-trial amplitudes covary with the fMRI BOLD response in the medial pain system and interconnected subcortical structures NeuroImage 2009; 45: 917-926.
Hawco C, Bagshaw A, Lu Y, Dubeau F, Gotman J. BOLD changes occur prior to epileptic spikes seen on scalp EEG. NeuroImage 2007; 35: 1450-58.
Jacobs J, LeVan P, Moeller F, Boor R, Stephani U, Gotman J, Siniatchkin M. Hemodynamic changes preceding the interictal EEG spike in patients with focal epilepsy investigated using simultaneous EEG-fMRI. NeuroImage 2009; 45: 1220-31.