title: Computational study of NMDA conductance and cortical oscillations in schizophrenia.
abstract: N-methyl-D-aspartate (NMDA) receptor hypofunction has been implicated in the pathophysiology of schizophrenia. The illness is also characterized by gamma oscillatory disturbances, which can be evaluated with precise frequency specificity employing auditory cortical entrainment paradigms. This computational study investigates how synaptic NMDA hypofunction may give rise to network level oscillatory deficits as indexed by entrainment paradigms. We developed a computational model of a local cortical circuit with pyramidal cells and fast-spiking interneurons (FSI), incorporating NMDA, α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic (AMPA), and γ-aminobutyric acid (GABA) synaptic kinetics. We evaluated the effects of varying NMDA conductance on FSIs and pyramidal cells, as well as AMPA to NMDA ratio. We also examined the differential effects across a broad range of entrainment frequencies as a function of NMDA conductance. Varying NMDA conductance onto FSIs revealed an inverted-U relation with network gamma whereas NMDA conductance onto the pyramidal cells had a more monotonic relationship. Varying NMDA vs. AMPA conductance onto FSIs demonstrated the necessity of AMPA in the generation of gamma while NMDA receptors had a modulatory role. Finally, reducing NMDA conductance onto FSI and varying the stimulus input frequency reproduced the specific reductions in gamma range (~40 Hz) as observed in schizophrenia studies. Our computational study showed that reductions in NMDA conductance onto FSIs can reproduce similar disturbances in entrainment to periodic stimuli within the gamma range as reported in schizophrenia studies. These findings provide a mechanistic account of how specific cellular level disturbances can give rise to circuitry level pathophysiologic disturbance in schizophrenia.
authors.affiliation: Program in Neural Computation, Carnegie Mellon University Pittsburgh, PA, USA ; Center for the Neural Basis of Cognition Pittsburgh, PA, USA.
authors.forename: Kübra Komek
authors.initials: KK
authors.lastname: Kirli
authors.affiliation: Center for the Neural Basis of Cognition Pittsburgh, PA, USA ; Department of Mathematics, University of Pittsburgh Pittsburgh, PA, USA.
authors.forename: G B
authors.initials: GB
authors.lastname: Ermentrout
authors.affiliation: Center for the Neural Basis of Cognition Pittsburgh, PA, USA ; Department of Psychiatry, University of Pittsburgh Pittsburgh, PA, USA ; Department of Psychiatry, University of Texas Health Science Center at Houston Houston, TX, USA.
authors.forename: Raymond Y
authors.initials: RY
authors.lastname: Cho
keywords: NMDA receptor; computational modeling; cortical oscillations; gamma band; schizophrenia; synchrony