Ketamine-Induced Modulation of the Thalamo-Cortical Network in Healthy Volunteers As a Model for Schizophrenia

Background: Schizophrenia has been associated with disturbances of thalamic functioning. In light of recent evidence suggesting a significant impact of the glutamatergic system on key symptoms of schizophrenia, we assessed whether modulation of the glutamatergic system via blockage of the N-methyl-d-aspartate (NMDA)-receptor might lead to changes of thalamic functional connectivity. Methods: Based on the ketamine model of psychosis, we investigated changes in cortico-thalamic functional connectivity by intravenous ketamine challenge during a 55-minute resting-state scan. Thirty healthy volunteers were measured with pharmacological functional magnetic resonance imaging using a double-blind, randomized, placebo-controlled, crossover design. Results: Functional connectivity analysis revealed significant ketamine-specific changes within the thalamus hub network, more precisely, an increase of cortico-thalamic connectivity of the somatosensory and temporal cortex. Conclusions: Our results indicate that changes of thalamic functioning as described for schizophrenia can be partly mimicked by NMDA-receptor blockage. This adds substantial knowledge about the neurobiological mechanisms underlying the profound changes of perception and behavior during the application of NMDA-receptor antagonists.

[1]  R. Kikinis,et al.  Progressive decrease of left superior temporal gyrus gray matter volume in patients with first-episode schizophrenia. , 2003, The American journal of psychiatry.

[2]  J. Lisman,et al.  NMDAR antagonist action in thalamus imposes delta oscillations on the hippocampus , 2012 .

[3]  D. Lorrain,et al.  Effects of ketamine and n-methyl-d-aspartate on glutamate and dopamine release in the rat prefrontal cortex: modulation by a group II selective metabotropic glutamate receptor agonist LY379268 , 2003, Neuroscience.

[4]  P. Celada,et al.  Activation of Thalamocortical Networks by the N-methyl-D-aspartate Receptor Antagonist Phencyclidine: Reversal by Clozapine , 2011, Biological Psychiatry.

[5]  Otto W. Witte,et al.  Thalamocortical connectivity during resting state in schizophrenia , 2014, European Archives of Psychiatry and Clinical Neuroscience.

[6]  A Dittrich,et al.  The Standardized Psychometric Assessment of Altered States of Consciousness (ASCs) in Humans , 1998, Pharmacopsychiatry.

[7]  N. Volkow,et al.  Association between functional connectivity hubs and brain networks. , 2011, Cerebral cortex.

[8]  J. Walecki,et al.  Proton magnetic resonance spectroscopy measures related to short-term symptomatic outcome in chronic schizophrenia , 2013, Neuroscience Letters.

[9]  Mark Slifstein,et al.  Elevated prefrontal cortex γ-aminobutyric acid and glutamate-glutamine levels in schizophrenia measured in vivo with proton magnetic resonance spectroscopy. , 2012, Archives of general psychiatry.

[10]  B. Biswal,et al.  Functional connectivity in the motor cortex of resting human brain using echo‐planar mri , 1995, Magnetic resonance in medicine.

[11]  Simon B. Eickhoff,et al.  Resting State Functional Connectivity in Patients with Chronic Hallucinations , 2012, PloS one.

[12]  K. Heekeren,et al.  Neuronal correlates of visual and auditory alertness in the DMT and ketamine model of psychosis , 2010, Journal of psychopharmacology.

[13]  Abraham Z. Snyder,et al.  Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion , 2012, NeuroImage.

[14]  K. Hugdahl,et al.  Resting-state glutamate level in the anterior cingulate predicts blood-oxygen level-dependent response to cognitive control , 2012, Proceedings of the National Academy of Sciences.

[15]  F. Xavier Castellanos,et al.  Altered default network resting state functional connectivity in patients with a first episode of psychosis , 2012, Schizophrenia Research.

[16]  J. Ford,et al.  Default mode network activity and connectivity in psychopathology. , 2012, Annual review of clinical psychology.

[17]  Nanxin Li,et al.  mTOR-Dependent Synapse Formation Underlies the Rapid Antidepressant Effects of NMDA Antagonists , 2010, Science.

[18]  Stephan Heckers,et al.  Thalamocortical dysconnectivity in schizophrenia. , 2012, The American journal of psychiatry.

[19]  P. Cowen,et al.  Lack of effect of ketamine on cortical glutamate and glutamine in healthy volunteers: a proton magnetic resonance spectroscopy study , 2012, Journal of psychopharmacology.

[20]  Mathias Hoehn,et al.  Differential Effects of NMDA and AMPA Glutamate Receptors on Functional Magnetic Resonance Imaging Signals and Evoked Neuronal Activity during Forepaw Stimulation of the Rat , 2006, The Journal of Neuroscience.

[21]  A. Egerton,et al.  Anterior Cingulate Glutamate Levels Related to Clinical Status Following Treatment in First-Episode Schizophrenia , 2012, Neuropsychopharmacology.

[22]  M. Fox,et al.  Intrinsic functional relations between human cerebral cortex and thalamus. , 2008, Journal of neurophysiology.

[23]  J. Meador-Woodruff,et al.  Molecular Abnormalities of the Glutamate Synapse in the Thalamus in Schizophrenia , 2003, Annals of the New York Academy of Sciences.

[24]  Lei Wang,et al.  Thalamic morphology in schizophrenia and schizoaffective disorder. , 2011, Journal of psychiatric research.

[25]  P. Celada,et al.  Phencyclidine Inhibits the Activity of Thalamic Reticular Gamma-Aminobutyric Acidergic Neurons in Rat Brain , 2014, Biological Psychiatry.

[26]  Yuan Zhou,et al.  Functional disintegration in paranoid schizophrenia using resting-state fMRI , 2007, Schizophrenia Research.

[27]  M. Allin,et al.  Ketamine-induced disruption of verbal self-monitoring linked to superior temporal activation. , 2010, Pharmacopsychiatry.

[28]  Xiao-Jing Wang,et al.  NMDA receptor function in large-scale anticorrelated neural systems with implications for cognition and schizophrenia , 2012, Proceedings of the National Academy of Sciences.

[29]  Rupert Lanzenberger,et al.  Correlations and anticorrelations in resting-state functional connectivity MRI: A quantitative comparison of preprocessing strategies , 2009, NeuroImage.

[30]  J. Meador-Woodruff,et al.  Thalamic dysfunction in schizophrenia: neurochemical, neuropathological, and in vivo imaging abnormalities , 2004, Schizophrenia Research.

[31]  P. Celada,et al.  Disruption of thalamocortical activity in schizophrenia models: relevance to antipsychotic drug action. , 2013, The international journal of neuropsychopharmacology.

[32]  G. McCarthy,et al.  Relationship of Resting Brain Hyperconnectivity and Schizophrenia-like Symptoms Produced by the NMDA receptor Antagonist Ketamine in Humans , 2012, Molecular Psychiatry.

[33]  J. Lauriello,et al.  Effects of ketamine on anterior cingulate glutamate metabolism in healthy humans: a 4-T proton MRS study. , 2005, The American journal of psychiatry.

[34]  Tracy Warbrick,et al.  Ketamine effects on brain function — Simultaneous fMRI/EEG during a visual oddball task , 2011, NeuroImage.

[35]  F. Artigas,et al.  Clozapine and Haloperidol Differently Suppress the MK-801-Increased Glutamatergic and Serotonergic Transmission in the Medial Prefrontal Cortex of the Rat , 2007, Neuropsychopharmacology.

[36]  Cheng-Ta Li,et al.  Schizophrenia and the brain's control network: Aberrant within- and between-network connectivity of the frontoparietal network in schizophrenia , 2013, Schizophrenia Research.

[37]  G. Reynolds,et al.  (3H]MK-801 binding sites in postmortem brain regions of schizophrenic patients , 2005, Journal of Neural Transmission.

[38]  Pia Baldinger,et al.  Imaging treatment effects in depression , 2012, Reviews in the neurosciences.

[39]  P. Boesiger,et al.  Ketamine Decreases Resting State Functional Network Connectivity in Healthy Subjects: Implications for Antidepressant Drug Action , 2012, PloS one.

[40]  K. Davis,et al.  Implications for altered glutamate and GABA metabolism in the dorsolateral prefrontal cortex of aged schizophrenic patients. , 2002, The American journal of psychiatry.

[41]  Siegfried Kasper,et al.  Reduced resting-state functional connectivity between amygdala and orbitofrontal cortex in social anxiety disorder , 2011, NeuroImage.

[42]  R. Elliott,et al.  Neuronal effects of acute citalopram detected by pharmacoMRI , 2005, Psychopharmacology.

[43]  N. Tzourio-Mazoyer,et al.  Automated Anatomical Labeling of Activations in SPM Using a Macroscopic Anatomical Parcellation of the MNI MRI Single-Subject Brain , 2002, NeuroImage.

[44]  Hans-Jochen Heinze,et al.  Association between heart rate variability and fluctuations in resting-state functional connectivity , 2013, NeuroImage.

[45]  Guy M. McKhann,et al.  Non-invasive Mapping of Connections Between Human Thalamus and Cortex Using Diffusion Imaging , 2004 .

[46]  Philipp Sterzer,et al.  Altered Contextual Modulation of Primary Visual Cortex Responses in Schizophrenia , 2013, Neuropsychopharmacology.

[47]  Timothy Edward John Behrens,et al.  Non-invasive mapping of connections between human thalamus and cortex using diffusion imaging , 2003, Nature Neuroscience.

[48]  M. Fox,et al.  Noninvasive functional and structural connectivity mapping of the human thalamocortical system. , 2010, Cerebral cortex.

[49]  S. Heckers,et al.  Testing models of thalamic dysfunction in schizophrenia using neuroimaging , 2006, Journal of Neural Transmission.

[50]  Nanxin Li,et al.  Glutamate N-methyl-D-aspartate Receptor Antagonists Rapidly Reverse Behavioral and Synaptic Deficits Caused by Chronic Stress Exposure , 2011, Biological Psychiatry.

[51]  M. Walter,et al.  Functional mapping of thalamic nuclei and their integration into cortico-striatal-thalamo-cortical loops via ultra-high resolution imaging—from animal anatomy to in vivo imaging in humans , 2013, Front. Neurosci..

[52]  Claus Lamm,et al.  Comparing neural response to painful electrical stimulation with functional MRI at 3 and 7T , 2013, NeuroImage.

[53]  K. Sim,et al.  Glutamatergic abnormalities of the thalamus in schizophrenia: a systematic review , 2008, Journal of Neural Transmission.

[54]  G. Dichter,et al.  Affective context interferes with cognitive control in unipolar depression: an fMRI investigation. , 2009, Journal of affective disorders.

[55]  R. Adolphs Investigating the cognitive neuroscience of social behavior , 2003, Neuropsychologia.

[56]  Cameron S Carter,et al.  Cognitive Control Deficits in Schizophrenia: Mechanisms and Meaning , 2011, Neuropsychopharmacology.

[57]  John Suckling,et al.  Attenuation of the neural response to sad faces in major depression by antidepressant treatment: a prospective, event-related functional magnetic resonance imaging study. , 2004, Archives of general psychiatry.

[58]  Stephen M. Smith,et al.  Advances and Pitfalls in the Analysis and Interpretation of Resting-State FMRI Data , 2010, Front. Syst. Neurosci..

[59]  Ravi S. Menon,et al.  Glutamate and glutamine measured with 4.0 T proton MRS in never-treated patients with schizophrenia and healthy volunteers. , 2002, The American journal of psychiatry.

[60]  John J. Foxe,et al.  Sensory deficits and distributed hierarchical dysfunction in schizophrenia. , 2010, The American journal of psychiatry.

[61]  Matthew P. G. Allin,et al.  Ketamine alters neural processing of facial emotion recognition in healthy men: an fMRI study , 2003, Neuroreport.

[62]  Nicolette Marshall,et al.  Neural response to specific components of fearful faces in healthy and schizophrenic adults , 2010, NeuroImage.

[63]  J. Lauriello,et al.  1H-MRS at 4 Tesla in minimally treated early schizophrenia , 2010, Molecular Psychiatry.

[64]  G. Barker,et al.  Ketamine effects on brain GABA and glutamate levels with 1H-MRS: relationship to ketamine-induced psychopathology , 2012, Molecular Psychiatry.