Causal Hierarchy within the Thalamo-Cortical Network in Spike and Wave Discharges

Background Generalised spike wave (GSW) discharges are the electroencephalographic (EEG) hallmark of absence seizures, clinically characterised by a transitory interruption of ongoing activities and impaired consciousness, occurring during states of reduced awareness. Several theories have been proposed to explain the pathophysiology of GSW discharges and the role of thalamus and cortex as generators. In this work we extend the existing theories by hypothesizing a role for the precuneus, a brain region neglected in previous works on GSW generation but already known to be linked to consciousness and awareness. We analysed fMRI data using dynamic causal modelling (DCM) to investigate the effective connectivity between precuneus, thalamus and prefrontal cortex in patients with GSW discharges. Methodology and Principal Findings We analysed fMRI data from seven patients affected by Idiopathic Generalized Epilepsy (IGE) with frequent GSW discharges and significant GSW-correlated haemodynamic signal changes in the thalamus, the prefrontal cortex and the precuneus. Using DCM we assessed their effective connectivity, i.e. which region drives another region. Three dynamic causal models were constructed: GSW was modelled as autonomous input to the thalamus (model A), ventromedial prefrontal cortex (model B), and precuneus (model C). Bayesian model comparison revealed Model C (GSW as autonomous input to precuneus), to be the best in 5 patients while model A prevailed in two cases. At the group level model C dominated and at the population-level the p value of model C was ∼1. Conclusion Our results provide strong evidence that activity in the precuneus gates GSW discharges in the thalamo-(fronto) cortical network. This study is the first demonstration of a causal link between haemodynamic changes in the precuneus - an index of awareness - and the occurrence of pathological discharges in epilepsy.

[1]  E. Niedermeyer Generalized Seizure Discharges and Possible Precipitating Mechanisms , 1966, Epilepsia.

[2]  C. W. Watson,et al.  An Experimental Model of Some Varieties of Petit Mai Epilepsy Electrical‐Behavioral Correlations of Acute Bilateral Epileptogenic Foci in Cerebral Cortex , 1968, Epilepsia.

[3]  M. Bureau,et al.  A Study of the Rhythm of Petit Mai Absences in Children in Relation to Prevailing Situations: The Use of EEG Telemetry during Psychological Examinations, School Exercises and Periods of Inactivity , 1969, Epilepsia.

[4]  P Gloor,et al.  Generalized epilepsy with bilateral synchronous spike and wave discharge. New findings concerning its physiological mechanisms. , 1978, Electroencephalography and clinical neurophysiology. Supplement.

[5]  P. Kellaway,et al.  Proposal for Revised Clinical and Electroencephalographic Classification of Epileptic Seizures , 1981, Epilepsia.

[6]  P Gloor,et al.  Neurophysiological, genetic and biochemical nature of the epileptic diathesis. , 1982, Electroencephalography and clinical neurophysiology. Supplement.

[7]  P. Gloor,et al.  Feline Generalized Penicillin Epilepsy: Changes of Glutamic Acid and Taurine Parallel the Progressive Increase in Excitability of the Cortex , 1983, Epilepsia.

[8]  E. Rodin Henry Gastaut and the Marseilles school's contribution to the neurosciences , 1984 .

[9]  D. Pandya,et al.  Projections to the frontal cortex from the posterior parietal region in the rhesus monkey , 1984, The Journal of comparative neurology.

[10]  D. Pandya,et al.  Corticothalamic connections of the posterior parietal cortex in the rhesus monkey , 1985, The Journal of comparative neurology.

[11]  P. Goldman-Rakic Topography of cognition: parallel distributed networks in primate association cortex. , 1988, Annual review of neuroscience.

[12]  D. Pandya,et al.  Anatomical investigation of projections from thalamus to posterior parietal cortex in the rhesus monkey: A WGA‐HRP and fluorescent tracer study , 1990, The Journal of comparative neurology.

[13]  George K. Kostopoulos,et al.  Thalamocortical Relationships in Generalized Epilepsy with Bilaterally Synchronous Spike-and-Wave Discharge , 1990 .

[14]  Massimo Avoli Generalized Epilepsy: Neurobiological Approaches , 1990 .

[15]  Karl J. Friston,et al.  Comparing Functional (PET) Images: The Assessment of Significant Change , 1991, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[16]  M. Gabriel,et al.  Neurobiology of Cingulate Cortex and Limbic Thalamus , 1993 .

[17]  B. Vogt,et al.  Connections of the Monkey Cingulate Cortex , 1993 .

[18]  C. Asanuma,et al.  Neurobiology of Cingulate Cortex and Limbic Thalamus edited by B. A. Vogt and M. Gabriel, Birkha¨user, 1993. $199.00 (639 pages) ISBN 0 8176 3568 8 , 1994, Trends in Neurosciences.

[19]  N C Andreasen,et al.  Remembering the past: two facets of episodic memory explored with positron emission tomography. , 1995, The American journal of psychiatry.

[20]  Karl J. Friston,et al.  Movement‐Related effects in fMRI time‐series , 1996, Magnetic resonance in medicine.

[21]  Philip McGuire,et al.  Brain activity during stimulus independent thought. , 1996 .

[22]  M. Hallett Human Brain Function , 1998, Trends in Neurosciences.

[23]  D. Contreras,et al.  Spike-wave complexes and fast components of cortically generated seizures. I. Role of neocortex and thalamus. , 1998, Journal of neurophysiology.

[24]  M Steriade,et al.  Spike-wave complexes and fast components of cortically generated seizures. IV. Paroxysmal fast runs in cortical and thalamic neurons. , 1998, Journal of neurophysiology.

[25]  C. Degueldre,et al.  Functional neuroanatomy of hypnotic state , 1999, Biological Psychiatry.

[26]  J. A. Frost,et al.  Conceptual Processing during the Conscious Resting State: A Functional MRI Study , 1999, Journal of Cognitive Neuroscience.

[27]  B. Jenkins,et al.  Hemodynamic and Metabolic Aspects of Photosensitive Epilepsy Revealed by Functional Magnetic Resonance Imaging and Magnetic Resonance Spectroscopy , 1999, Epilepsia.

[28]  M R Symms,et al.  Methodology: EEG-correlated fMRI. , 2000, Advances in neurology.

[29]  G. Kostopoulos,et al.  Spike-and-wave discharges of absence seizures as a transformation of sleep spindles: the continuing development of a hypothesis , 2000, Clinical Neurophysiology.

[30]  F Andermann,et al.  Idiopathic Generalized Epilepsy with Generalized and Other Seizures in Adolescence , 2001, Epilepsia.

[31]  G L Shulman,et al.  INAUGURAL ARTICLE by a Recently Elected Academy Member:A default mode of brain function , 2001 .

[32]  G Klösch,et al.  Low-resolution brain electromagnetic tomography revealed simultaneously active frontal and parietal sleep spindle sources in the human cortex , 2001, Neuroscience.

[33]  G. Leichnetz Connections of the medial posterior parietal cortex (area 7m) in the monkey , 2001, The Anatomical record.

[34]  G. Shulman,et al.  Medial prefrontal cortex and self-referential mental activity: Relation to a default mode of brain function , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[35]  B. Mazoyer,et al.  Cortical networks for working memory and executive functions sustain the conscious resting state in man , 2001, Brain Research Bulletin.

[36]  M. Raichle,et al.  Searching for a baseline: Functional imaging and the resting human brain , 2001, Nature Reviews Neuroscience.

[37]  Sterling C. Johnson,et al.  Neural correlates of self-reflection. , 2002, Brain : a journal of neurology.

[38]  F. H. Lopes da Silva,et al.  Cortical Focus Drives Widespread Corticothalamic Networks during Spontaneous Absence Seizures in Rats , 2002, The Journal of Neuroscience.

[39]  Anthony B Waites,et al.  fMRI “deactivation” of the posterior cingulate during generalized spike and wave , 2003, NeuroImage.

[40]  Karl J. Friston,et al.  Functional magnetic resonance imaging of human absence seizures , 2003, Annals of neurology.

[41]  Karl J. Friston,et al.  Dynamic causal modelling , 2003, NeuroImage.

[42]  D. Tucker,et al.  Are “Generalized” Seizures Truly Generalized? Evidence of Localized Mesial Frontal and Frontopolar Discharges in Absence , 2004, Epilepsia.

[43]  Karl J. Friston,et al.  Comparing dynamic causal models , 2004, NeuroImage.

[44]  Steven Laureys,et al.  Brain function in coma, vegetative state, and related disorders , 2004, The Lancet Neurology.

[45]  J. Gotman,et al.  fMRI activation during spike and wave discharges in idiopathic generalized epilepsy. , 2004, Brain : a journal of neurology.

[46]  F. H. Lopes da Silva,et al.  Evolving concepts on the pathophysiology of absence seizures: the cortical focus theory. , 2005, Archives of neurology.

[47]  Steven Laureys,et al.  Posterior cingulate, precuneal and retrosplenial cortices: cytology and components of the neural network correlates of consciousness. , 2005, Progress in brain research.

[48]  G. Jackson,et al.  Typical childhood absence seizures are associated with thalamic activation. , 2005, Epileptic disorders : international epilepsy journal with videotape.

[49]  J. Gotman,et al.  Generalized epileptic discharges show thalamocortical activation and suspension of the default state of the brain. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[50]  A. Cavanna,et al.  The precuneus: a review of its functional anatomy and behavioural correlates. , 2006, Brain : a journal of neurology.

[51]  Walter van Emde Boas,et al.  Are absences truly generalized seizures or partial seizures originating from or predominantly involving the pre-motor areas? Some clinical and theoretical observations and their implications for seizure classification , 2006, Epilepsy Research.

[52]  A. Kleinschmidt,et al.  Linking Generalized Spike‐and‐Wave Discharges and Resting State Brain Activity by Using EEG/fMRI in a Patient with Absence Seizures , 2006, Epilepsia.

[53]  Karl J. Friston,et al.  Modelling cardiac signal as a confound in EEG-fMRI and its application in focal epilepsy studies , 2006, NeuroImage.

[54]  Karl J. Friston,et al.  EEG–fMRI of idiopathic and secondarily generalized epilepsies , 2006, NeuroImage.

[55]  Karl J. Friston,et al.  Hemodynamic correlates of epileptiform discharges: An EEG-fMRI study of 63 patients with focal epilepsy , 2006, Brain Research.

[56]  F. Vargha-Khadem,et al.  Impact of interictal epileptic activity on normal brain function in epileptic encephalopathy: An electroencephalography–functional magnetic resonance imaging study , 2007, Epilepsy & Behavior.

[57]  S. Charpier,et al.  Deep Layer Somatosensory Cortical Neurons Initiate Spike-and-Wave Discharges in a Genetic Model of Absence Seizures , 2007, The Journal of Neuroscience.

[58]  B. Clemens,et al.  Characteristic Distribution of Interictal Brain Electrical Activity in Idiopathic Generalized Epilepsy , 2007, Epilepsia.

[59]  H. Laufs,et al.  Electroencephalography/functional MRI in human epilepsy: what it currently can and cannot do , 2007, Current opinion in neurology.

[60]  L. Lemieux,et al.  Combined EEG-fMRI and tractography to visualise propagation of epileptic activity , 2007, Journal of Neurology, Neurosurgery, and Psychiatry.

[61]  Karl J. Friston,et al.  Dynamic causal modelling of evoked potentials: A reproducibility study , 2007, NeuroImage.

[62]  D. Tucker,et al.  Discharges in ventromedial frontal cortex during absence spells , 2007, Epilepsy & Behavior.

[63]  A. Cavanna The Precuneus and Consciousness , 2007, CNS Spectrums.

[64]  A. Kleinschmidt,et al.  Temporal lobe interictal epileptic discharges affect cerebral activity in “default mode” brain regions , 2006, Human brain mapping.

[65]  Karl J. Friston,et al.  Dynamic causal models of neural system dynamics: current state and future extensions , 2007, Journal of Biosciences.

[66]  Michal Mikl,et al.  Effective connectivity in target stimulus processing: A dynamic causal modeling study of visual oddball task , 2007, NeuroImage.

[67]  L. Lemieux,et al.  Modelling large motion events in fMRI studies of patients with epilepsy. , 2007, Magnetic resonance imaging.

[68]  Impact of interictal epileptic activity on normal brain function in epileptic encephalopathy: An EEG-fMRI study , 2007 .

[69]  Oliver Granert,et al.  Changes in activity of striato–thalamo–cortical network precede generalized spike wave discharges , 2008, NeuroImage.

[70]  C. Segebarth,et al.  Identifying Neural Drivers with Functional MRI: An Electrophysiological Validation , 2008, PLoS biology.

[71]  S Laureys,et al.  Intrinsic Brain Activity in Altered States of Consciousness , 2008, Annals of the New York Academy of Sciences.

[72]  John S. Duncan,et al.  BOLD and perfusion changes during epileptic generalised spike wave activity , 2008, NeuroImage.

[73]  Karl J. Friston,et al.  Dynamic causal modeling for EEG and MEG , 2009, Human brain mapping.

[74]  Peter Fransson,et al.  The precuneus/posterior cingulate cortex plays a pivotal role in the default mode network: Evidence from a partial correlation network analysis , 2008, NeuroImage.

[75]  Karl J. Friston,et al.  Dynamic causal modeling for EEG and MEG , 2009, Human brain mapping.

[76]  Frédérique Amor,et al.  Cortical local and long-range synchronization interplay in human absence seizure initiation , 2009, NeuroImage.

[77]  Karl J. Friston Causal Modelling and Brain Connectivity in Functional Magnetic Resonance Imaging , 2009, PLoS biology.

[78]  B. Biswal,et al.  Functional connectivity of default mode network components: Correlation, anticorrelation, and causality , 2009, Human brain mapping.

[79]  Karl J. Friston,et al.  Dynamic causal modeling , 2010, Scholarpedia.