Abnormal Gamma Oscillations in N-Methyl-D-Aspartate Receptor Hypofunction Models of Schizophrenia

N-methyl-D-aspartate receptor (NMDAR) hypofunction in parvalbumin-expressing (PV+) inhibitory neurons (INs) may contribute to symptoms in patients with schizophrenia (SZ). This hypothesis was inspired by studies in humans involving NMDAR antagonists that trigger SZ symptoms. Animal models of SZ using neuropharmacology and genetic knockouts have successfully replicated some of the key observations in human subjects involving alteration of gamma band oscillations (GBO) observed in electroencephalography and magnetoencephalography signals. However, it remains to be seen if NMDAR hypofunction in PV+ neurons is fundamental to the phenotype observed in these models. In this review, we discuss some of the key computational models of GBO and their predictions in the context of NMDAR hypofunction in INs. While PV+ INs have been the main focus of SZ studies in animal models, we also discuss the implications of NMDAR hypofunction in other types of INs using computational models for GBO modulation in the visual cortex.

[1]  Bard Ermentrout,et al.  Computational study of NMDA conductance and cortical oscillations in schizophrenia , 2014, Front. Comput. Neurosci..

[2]  M. Scanziani,et al.  Inhibition of Inhibition in Visual Cortex: The Logic of Connections Between Molecularly Distinct Interneurons , 2013, Nature Neuroscience.

[3]  K. Nakazawa,et al.  Brain state-dependent abnormal LFP activity in the auditory cortex of a schizophrenia mouse model , 2014, Front. Neurosci..

[4]  M Slifstein,et al.  Imaging glutamate in schizophrenia: review of findings and implications for drug discovery , 2014, Molecular Psychiatry.

[5]  J. Cowan,et al.  Excitatory and inhibitory interactions in localized populations of model neurons. , 1972, Biophysical journal.

[6]  C. Tamminga,et al.  Schizophrenia and glutamatergic transmission. , 1998, Critical reviews in neurobiology.

[7]  Jingyi Ma,et al.  The supramammillo–septal–hippocampal pathway mediates sensorimotor gating impairment and hyperlocomotion induced by MK-801 and ketamine in rats , 2007, Psychopharmacology.

[8]  Hansel,et al.  Clustering and slow switching in globally coupled phase oscillators. , 1993, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[9]  Stephan Heckers,et al.  Hippocampal interneurons are abnormal in schizophrenia , 2011, Schizophrenia Research.

[10]  G. Wenk,et al.  Neuropathologic changes in Alzheimer's disease. , 2003, The Journal of clinical psychiatry.

[11]  B. Morris,et al.  Advancing schizophrenia drug discovery: optimizing rodent models to bridge the translational gap , 2012, Nature Reviews Drug Discovery.

[12]  Bard Ermentrout,et al.  When inhibition not excitation synchronizes neural firing , 1994, Journal of Computational Neuroscience.

[13]  Kevin L Quick,et al.  Ketamine-Induced Loss of Phenotype of Fast-Spiking Interneurons Is Mediated by NADPH-Oxidase , 2007, Science.

[14]  Marie Balíková,et al.  Electroencephalographic Spectral and Coherence Analysis of Ketamine in Rats: Correlation with Behavioral Effects and Pharmacokinetics , 2011, Neuropsychobiology.

[15]  W Singer,et al.  Visual feature integration and the temporal correlation hypothesis. , 1995, Annual review of neuroscience.

[16]  S. Deutsch,et al.  A "glutamatergic hypothesis" of schizophrenia. Rationale for pharmacotherapy with glycine. , 1989, Clinical neuropharmacology.

[17]  Michael F. Green,et al.  Quantitative Eeg and Low Resolution Electromagnetic Tomography (loreta) Imaging of Patients with Persistent Auditory Hallucinations , 2005 .

[18]  H. M. Morris,et al.  Alterations in somatostatin mRNA expression in the dorsolateral prefrontal cortex of subjects with schizophrenia or schizoaffective disorder. , 2008, Cerebral cortex.

[19]  J. Krystal,et al.  Subanesthetic effects of the noncompetitive NMDA antagonist, ketamine, in humans. Psychotomimetic, perceptual, cognitive, and neuroendocrine responses. , 1994, Archives of general psychiatry.

[20]  Bita Moghaddam,et al.  Activation of Glutamatergic Neurotransmission by Ketamine: A Novel Step in the Pathway from NMDA Receptor Blockade to Dopaminergic and Cognitive Disruptions Associated with the Prefrontal Cortex , 1997, The Journal of Neuroscience.

[21]  Robert W. McCarley,et al.  γ-Band Auditory Steady-State Responses Are Impaired in First Episode Psychosis , 2008, Biological Psychiatry.

[22]  B. Moghaddam,et al.  Disruption of Prefrontal Cortex Large Scale Neuronal Activity by Different Classes of Psychotomimetic Drugs , 2012, The Journal of Neuroscience.

[23]  C. Carter,et al.  Impairments in frontal cortical gamma synchrony and cognitive control in schizophrenia. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[24]  Vladislav Volman,et al.  Downregulation of Parvalbumin at Cortical GABA Synapses Reduces Network Gamma Oscillatory Activity , 2011, The Journal of Neuroscience.

[25]  W. Singer,et al.  Neuronal Dynamics and Neuropsychiatric Disorders: Toward a Translational Paradigm for Dysfunctional Large-Scale Networks , 2012, Neuron.

[26]  R. Traub,et al.  Synchronized oscillations in interneuron networks driven by metabotropic glutamate receptor activation , 1995, Nature.

[27]  M. Hasselmo,et al.  NMDA-dependent modulation of CA1 local circuit inhibition , 1996, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[28]  Paul H. E. Tiesinga,et al.  Attentional modulation of firing rate and synchrony in a model cortical network , 2005, Journal of Computational Neuroscience.

[29]  R. Traub,et al.  Region-specific changes in gamma and beta2 rhythms in NMDA receptor dysfunction models of schizophrenia. , 2008, Schizophrenia bulletin.

[30]  B. Moghaddam,et al.  NMDA Receptor Hypofunction Produces Opposite Effects on Prefrontal Cortex Interneurons and Pyramidal Neurons , 2007, The Journal of Neuroscience.

[31]  Terrence J. Sejnowski,et al.  Regulating Cortical Oscillations in an Inhibition-Stabilized Network , 2014, Proceedings of the IEEE.

[32]  Fiona E. N. LeBeau,et al.  Recruitment of Parvalbumin-Positive Interneurons Determines Hippocampal Function and Associated Behavior , 2007, Neuron.

[33]  Nicolas Brunel,et al.  Contributions of intrinsic membrane dynamics to fast network oscillations with irregular neuronal discharges. , 2005, Journal of neurophysiology.

[34]  Leif H. Finkel,et al.  Ketamine Modulates Theta and Gamma Oscillations , 2010, Journal of Cognitive Neuroscience.

[35]  P. Bressloff Metastable states and quasicycles in a stochastic Wilson-Cowan model of neuronal population dynamics. , 2010, Physical review. E, Statistical, nonlinear, and soft matter physics.

[36]  W. Singer,et al.  Abnormal neural oscillations and synchrony in schizophrenia , 2010, Nature Reviews Neuroscience.

[37]  C. Beasley,et al.  Parvalbumin-immunoreactive neurons are reduced in the prefrontal cortex of schizophrenics , 1997, Schizophrenia Research.

[38]  Xiao-Jing Wang,et al.  What determines the frequency of fast network oscillations with irregular neural discharges? I. Synaptic dynamics and excitation-inhibition balance. , 2003, Journal of neurophysiology.

[39]  G. Buzsáki,et al.  Analysis of gamma rhythms in the rat hippocampus in vitro and in vivo. , 1996, The Journal of physiology.

[40]  E. Kandel,et al.  Transient and Selective Overexpression of Dopamine D2 Receptors in the Striatum Causes Persistent Abnormalities in Prefrontal Cortex Functioning , 2006, Neuron.

[41]  A. Thomson,et al.  Synaptic alpha 5 subunit-containing GABAA receptors mediate IPSPs elicited by dendrite-preferring cells in rat neocortex. , 2008, Cerebral cortex.

[42]  T. Woo,et al.  A subclass of prefrontal gamma-aminobutyric acid axon terminals are selectively altered in schizophrenia. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[43]  Kevin M. Spencer,et al.  Baseline gamma power during auditory steady-state stimulation in schizophrenia , 2012, Front. Hum. Neurosci..

[44]  Peter J. Siekmeier,et al.  Modeling GABA alterations in schizophrenia: a link between impaired inhibition and altered gamma and beta range auditory entrainment. , 2008, Journal of neurophysiology.

[45]  C. Carter,et al.  Impairments in frontal cortical γ synchrony and cognitive control in schizophrenia , 2006, Proceedings of the National Academy of Sciences.

[46]  D. Javitt,et al.  Negative schizophrenic symptomatology and the PCP (phencyclidine) model of schizophrenia. , 1987, The Hillside journal of clinical psychiatry.

[47]  D. Pinault,et al.  NMDA Receptor Hypofunction Leads to Generalized and Persistent Aberrant γ Oscillations Independent of Hyperlocomotion and the State of Consciousness , 2009, PloS one.

[48]  R. Tremblay,et al.  Neocortical Somatostatin-Expressing GABAergic Interneurons Disinhibit the Thalamorecipient Layer 4 , 2013, Neuron.

[49]  D R Medoff,et al.  Ketamine activates psychosis and alters limbic blood flow in schizophrenia , 1995, Neuroreport.

[50]  L. H. Finkel,et al.  N-methyl-d-aspartic acid receptor antagonist–induced frequency oscillations in mice recreate pattern of electrophysiological deficits in schizophrenia , 2009, Neuroscience.

[51]  G. Buzsáki,et al.  Mechanisms of gamma oscillations. , 2012, Annual review of neuroscience.

[52]  M. Stryker,et al.  A Cortical Circuit for Gain Control by Behavioral State , 2014, Cell.

[53]  Kenneth D Harris,et al.  Selective Impairment of Hippocampal Gamma Oscillations in Connexin-36 Knock-Out Mouse In Vivo , 2003, The Journal of Neuroscience.

[54]  Marc Benayoun,et al.  Emergent Oscillations in Networks of Stochastic Spiking Neurons , 2011, PloS one.

[55]  S. Epstein,et al.  Background gamma rhythmicity and attention in cortical local circuits: a computational study. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[56]  D. Lodge,et al.  Effects of phencyclidine on excitatory amino acid activation of spinal interneurones in the cat. , 1982, European journal of pharmacology.

[57]  R. McCarley,et al.  Chronic Ketamine Reduces the Peak Frequency of Gamma Oscillations in Mouse Prefrontal Cortex Ex vivo , 2013, Front. Psychiatry.

[58]  G B Ermentrout,et al.  Fine structure of neural spiking and synchronization in the presence of conduction delays. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[59]  T. Sejnowski,et al.  Cortical oscillations arise from contextual interactions that regulate sparse coding , 2014, Proceedings of the National Academy of Sciences.

[60]  K. Nakazawa,et al.  Postnatal NMDA receptor ablation in corticolimbic interneurons confers schizophrenia-like phenotypes , 2010, Nature Neuroscience.

[61]  A. Sampson,et al.  Decreased glutamic acid decarboxylase67 messenger RNA expression in a subset of prefrontal cortical gamma-aminobutyric acid neurons in subjects with schizophrenia. , 2000, Archives of general psychiatry.

[62]  K. Spencer The Functional Consequences of Cortical Circuit Abnormalities on Gamma Oscillations in Schizophrenia: Insights from Computational Modeling , 2009, Front. Hum. Neurosci..

[63]  Adriano B. L. Tort,et al.  Ketamine alters oscillatory coupling in the hippocampus , 2013, Scientific Reports.

[64]  L. Leung,et al.  Spectral analysis of hippocampal EEG in the freely moving rat: effects of centrally active drugs and relations to evoked potentials. , 1985, Electroencephalography and clinical neurophysiology.

[65]  P. Seeman,et al.  Antipsychotic drug doses and neuroleptic/dopamine receptors , 1976, Nature.

[66]  Arne V. Blackman,et al.  Target-Specific Expression of Presynaptic NMDA Receptors in Neocortical Microcircuits , 2012, Neuron.

[67]  B. Kocsis,et al.  Comparison of the effects of acute and chronic administration of ketamine on hippocampal oscillations: relevance for the NMDA receptor hypofunction model of schizophrenia , 2011, Brain Structure and Function.

[68]  T. Hashimoto,et al.  Lamina-specific alterations in cortical GABA(A) receptor subunit expression in schizophrenia. , 2011, Cerebral cortex.

[69]  R. McCarley,et al.  Neural synchrony indexes disordered perception and cognition in schizophrenia. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[70]  Leonardo A. Molina,et al.  Acute NMDA Receptor Antagonism Disrupts Synchronization of Action Potential Firing in Rat Prefrontal Cortex , 2014, PloS one.

[71]  Nicolas Brunel,et al.  Sparsely synchronized neuronal oscillations. , 2008, Chaos.

[72]  G. Buzsáki,et al.  Gamma Oscillation by Synaptic Inhibition in a Hippocampal Interneuronal Network Model , 1996, The Journal of Neuroscience.

[73]  Nancy Kopell,et al.  Synchronization in Networks of Excitatory and Inhibitory Neurons with Sparse, Random Connectivity , 2003, Neural Computation.

[74]  K. Staley Neurons Skip a Beat during Fast Ripples , 2007, Neuron.

[75]  Michael J. Shelley,et al.  LFP spectral peaks in V1 cortex: network resonance and cortico-cortical feedback , 2010, Journal of Computational Neuroscience.

[76]  T. Woo,et al.  Density of glutamic acid decarboxylase 67 messenger RNA-containing neurons that express the N-methyl-D-aspartate receptor subunit NR2A in the anterior cingulate cortex in schizophrenia and bipolar disorder. , 2004, Archives of general psychiatry.

[77]  T. Sejnowski,et al.  Cortical Enlightenment: Are Attentional Gamma Oscillations Driven by ING or PING? , 2009, Neuron.

[78]  P. O’Donnell,et al.  Gamma and Delta Neural Oscillations and Association with Clinical Symptoms under Subanesthetic Ketamine , 2010, Neuropsychopharmacology.

[79]  D. Lewis,et al.  GABA neurons and the mechanisms of network oscillations: implications for understanding cortical dysfunction in schizophrenia. , 2008, Schizophrenia bulletin.

[80]  H. M. Morris,et al.  Cell and receptor type-specific alterations in markers of GABA neurotransmission in the prefrontal cortex of subjects with schizophrenia , 2008, Neurotoxicity Research.

[81]  T. Sejnowski,et al.  Correlated neuronal activity and the flow of neural information , 2001, Nature Reviews Neuroscience.

[82]  E. G. Jones,et al.  Gene expression for glutamic acid decarboxylase is reduced without loss of neurons in prefrontal cortex of schizophrenics. , 1995, Archives of general psychiatry.

[83]  David A Lewis,et al.  The role of glutamatergic inputs onto parvalbumin-positive interneurons: relevance for schizophrenia , 2012, Reviews in the neurosciences.

[84]  J. Olney,et al.  NMDA Antagonists as Neurotherapeutic Drugs, Psychotogens, Neurotoxins, and Research Tools for Studying Schizophrenia , 1995, Neuropsychopharmacology.

[85]  Danko D. Georgiev,et al.  Deficits in transcriptional regulators of cortical parvalbumin neurons in schizophrenia. , 2012, The American journal of psychiatry.

[86]  J. Olney,et al.  Glutamate receptor dysfunction and schizophrenia. , 1995, Archives of general psychiatry.

[87]  Hannah Monyer,et al.  NMDA Receptor Ablation on Parvalbumin-Positive Interneurons Impairs Hippocampal Synchrony, Spatial Representations, and Working Memory , 2010, Neuron.

[88]  R. Coppola,et al.  Schizophrenia: reduced signal-to-noise ratio and impaired phase-locking during information processing , 2000, Clinical Neurophysiology.

[89]  Cameron S Carter,et al.  Gamma Oscillatory Power is Impaired During Cognitive Control Independent of Medication Status in First-Episode Schizophrenia , 2010, Neuropsychopharmacology.

[90]  G. Buzsáki,et al.  Temporal structure in spatially organized neuronal ensembles: a role for interneuronal networks , 1995, Current Opinion in Neurobiology.

[91]  R. McCarley,et al.  γ-Band Auditory Steady-State Responses Are Impaired in First Episode Psychosis , 2008, Biological Psychiatry.

[92]  Rachel S White,et al.  Pyramidal Cell Selective Ablation of N-Methyl-D-Aspartate Receptor 1 Causes Increase in Cellular and Network Excitability , 2015, Biological Psychiatry.

[93]  A. Carlsson,et al.  EFFECT OF CHLORPROMAZINE OR HALOPERIDOL ON FORMATION OF 3METHOXYTYRAMINE AND NORMETANEPHRINE IN MOUSE BRAIN. , 2009, Acta pharmacologica et toxicologica.

[94]  D. Pinault,et al.  N-Methyl d-Aspartate Receptor Antagonists Ketamine and MK-801 Induce Wake-Related Aberrant γ Oscillations in the Rat Neocortex , 2008, Biological Psychiatry.

[95]  J. Horáček,et al.  Models of schizophrenia in humans and animals based on inhibition of NMDA receptors , 2008, Neuroscience & Biobehavioral Reviews.

[96]  Jessica A. Cardin,et al.  A critical role for NMDA receptors in parvalbumin interneurons for gamma rhythm induction and behavior , 2011, Molecular Psychiatry.

[97]  D. Lewis,et al.  Cortical inhibitory neurons and schizophrenia , 2005, Nature Reviews Neuroscience.

[98]  Nicolas Brunel,et al.  Dynamics of Sparsely Connected Networks of Excitatory and Inhibitory Spiking Neurons , 2000, Journal of Computational Neuroscience.

[99]  Joshua I. Sanders,et al.  Cortical interneurons that specialize in disinhibitory control , 2013, Nature.

[100]  J. Maunsell,et al.  Differences in Gamma Frequencies across Visual Cortex Restrict Their Possible Use in Computation , 2010, Neuron.

[101]  Joseph T. Coyle,et al.  The Glutamatergic Dysfunction Hypothesis for Schizophrenia , 1996, Harvard review of psychiatry.

[102]  Richard Coppola,et al.  Magnetoencephalographic gamma power reduction in patients with schizophrenia during resting condition , 2009, Human brain mapping.

[103]  R. McCarley,et al.  Left auditory cortex gamma synchronization and auditory hallucination symptoms in schizophrenia , 2009, BMC Neuroscience.

[104]  D. Pinault,et al.  Opposite effects of ketamine and deep brain stimulation on rat thalamocortical information processing , 2011, The European journal of neuroscience.

[105]  W. Singer,et al.  Neural Synchrony in Brain Disorders: Relevance for Cognitive Dysfunctions and Pathophysiology , 2006, Neuron.

[106]  S. Chaki,et al.  Differential effects of NMDA receptor antagonists at lower and higher doses on basal gamma band oscillation power in rat cortical electroencephalograms , 2014, Neuropharmacology.

[107]  T. Woo,et al.  N-Methyl-D-Aspartate Receptor and Calbindin-Containing Neurons in the Anterior Cingulate Cortex in Schizophrenia and Bipolar Disorder , 2008, Biological Psychiatry.

[108]  W. Singer,et al.  Distributed Fading Memory for Stimulus Properties in the Primary Visual Cortex , 2009, PLoS biology.

[109]  W. Singer,et al.  Gap Junctions among Dendrites of Cortical GABAergic Neurons Establish a Dense and Widespread Intercolumnar Network , 2006, The Journal of Neuroscience.

[110]  A. Sampson,et al.  Gene Expression Deficits in a Subclass of GABA Neurons in the Prefrontal Cortex of Subjects with Schizophrenia , 2003, The Journal of Neuroscience.

[111]  K. Deisseroth,et al.  Parvalbumin neurons and gamma rhythms enhance cortical circuit performance , 2009, Nature.

[112]  Jessica A. Cardin,et al.  Driving fast-spiking cells induces gamma rhythm and controls sensory responses , 2009, Nature.

[113]  H. Adesnik,et al.  A neural circuit for spatial summation in visual cortex , 2012, Nature.

[114]  Fiona E. N. LeBeau,et al.  Region-Specific Reduction in Entorhinal Gamma Oscillations and Parvalbumin-Immunoreactive Neurons in Animal Models of Psychiatric Illness , 2006, The Journal of Neuroscience.

[115]  H. M. Morris,et al.  Alterations in GABA-related transcriptome in the dorsolateral prefrontal cortex of subjects with schizophrenia , 2008, Molecular Psychiatry.

[116]  W. Singer,et al.  Cortical Oscillatory Activity Is Critical for Working Memory as Revealed by Deficits in Early-Onset Schizophrenia , 2009, The Journal of Neuroscience.

[117]  N Kopell,et al.  Gap Junctions between Interneuron Dendrites Can Enhance Synchrony of Gamma Oscillations in Distributed Networks , 2001, The Journal of Neuroscience.