Ketamine “unlocks” the reduced clock-speed effects of cocaine following extended training: Evidence for dopamine–glutamate interactions in timing and time perception

The present study examined the clock-speed modulating effects of acute cocaine administration in groups of male rats that received different amounts of baseline training on a 36-s peak-interval procedure prior to initial drug injection. After injection of cocaine (10, 15, or 20mg/kg, ip), rats that had received a minimal amount of training (e.g., <or=30 sessions) prior to drug administration displayed a horizontal leftward shift in their timing functions indicating that the speed of the internal clock was increased. In contrast, rats that had received an extended amount of training (e.g., >or=180 sessions) prior to cocaine (15 mg/kg, ip) administration did not produce this "classic" curve-shift effect, but instead displayed a general disruption of temporal control following drug administration. Importantly, when co-administered with a behaviorally ineffective dose of ketamine (10mg/kg, ip) the ability of cocaine to modulate clock speed in rats receiving extended training was restored. A glutamate "lock/unlock" hypothesis is used to explain the observed dopamine-glutamate interactions as a function of timing behaviors becoming learned habits.

[1]  R M Church,et al.  Nutrients that modify the speed of internal clock and memory storage processes. , 1987, Behavioral neuroscience.

[2]  T. Rammsayer,et al.  Temporal discrimination in schizophrenic and affective disorders: evidence for a dopamine-dependent internal clock. , 1990, The International journal of neuroscience.

[3]  Viviane Pouthas,et al.  Effects of internal clock and memory disorders on duration reproductions and duration productions in patients with Parkinson’s disease , 2005, Brain and Cognition.

[4]  S. Garside,et al.  Dopamine–glutamate interactions in the striatum: behaviourally relevant modification of excitotoxicity by dopamine receptor-mediated mechanisms , 1996, Neuroscience.

[5]  W. Meck,et al.  Habit formation and the loss of control of an internal clock: inverse relationship between the level of baseline training and the clock-speed enhancing effects of methamphetamine , 2007, Psychopharmacology.

[6]  Warren H. Meck,et al.  Integration of Behavior and Timing: Anatomically Separate Systems or Distributed Processing? , 2003 .

[7]  W. Schultz Predictive reward signal of dopamine neurons. , 1998, Journal of neurophysiology.

[8]  R. Joosten,et al.  The NMDA-receptor antagonist MK-801 selectively disrupts reversal learning in rats , 2003, Neuroreport.

[9]  D. S. Fokkema,et al.  Dose–response characteristics of ketamine effect on locomotion, cognitive function and central neuronal activity , 2006, Brain Research Bulletin.

[10]  S. D. Glick,et al.  Neurochemical and behavioral differences between d-methamphetamine and d-amphetamine in rats , 2003, Psychopharmacology.

[11]  Warren H. Meck,et al.  Chronic treatment with haloperidol induces deficits in working memory and feedback effects of interval timing , 2005, Brain and Cognition.

[12]  A. V. Maricq,et al.  Dopamine and Glutamate Control Area-Restricted Search Behavior in Caenorhabditis elegans , 2004, The Journal of Neuroscience.

[13]  F. Razoux,et al.  Ketamine, at a Dose that Disrupts Motor Behavior and Latent Inhibition, Enhances Prefrontal Cortex Synaptic Efficacy and Glutamate Release in the Nucleus Accumbens , 2007, Neuropsychopharmacology.

[14]  J. McGinty,et al.  D1 and D2 receptor regulation of preproenkephalin and preprodynorphin mRNA in rat striatum following acute injection of amphetamine or methamphetamine , 1996, Synapse.

[15]  S. D. Glick,et al.  Differences between d-methamphetamine and d-amphetamine in rats: working memory, tolerance, and extinction , 2003, Psychopharmacology.

[16]  N. Zahniser,et al.  Individual Differences in Cocaine-induced Locomotor Activity in Rats: Behavioral Characteristics, Cocaine Pharmacokinetics, and the Dopamine Transporter , 2003, Neuropsychopharmacology.

[17]  J. Horvitz,et al.  Effects of dopamine antagonists on the timing of two intervals , 2003, Pharmacology Biochemistry and Behavior.

[18]  I. Whishaw,et al.  Pharmacological manipulations of food protection behavior in rats: Evidence for dopaminergic contributions to time perception during a natural behavior , 2006, Brain Research.

[19]  Catalin V. Buhusi,et al.  Effect of clozapine on interval timing and working memory for time in the peak-interval procedure with gaps , 2007, Behavioural Processes.

[20]  A. Santi,et al.  Amphetamine and memory for event duration in rats and pigeons: Disruption of attention to temporal samples rather than changes in the speed of the internal clock , 1995, Psychobiology.

[21]  M. Çevik Effects of methamphetamine on duration discrimination. , 2003, Behavioral neuroscience.

[22]  W. Meck Neuropsychology of timing and time perception , 2005, Brain and Cognition.

[23]  C. Gallistel,et al.  Toward a neurobiology of temporal cognition: advances and challenges , 1997, Current Opinion in Neurobiology.

[24]  W. Meck,et al.  Hippocampal function is required for feedback control of an internal clock's criterion. , 1988, Behavioral neuroscience.

[25]  Catalin V Buhusi,et al.  Interval timing with gaps and distracters: evaluation of the ambiguity, switch, and time-sharing hypotheses. , 2006, Journal of experimental psychology. Animal behavior processes.

[26]  R M Church,et al.  Scalar Timing in Memory , 1984, Annals of the New York Academy of Sciences.

[27]  M. West,et al.  Loss of Lever Press-Related Firing of Rat Striatal Forelimb Neurons after Repeated Sessions in a Lever Pressing Task , 1997, The Journal of Neuroscience.

[28]  D. S. Fokkema,et al.  Effects of the mGluR2/3 agonist LY379268 on ketamine-evoked behaviours and neurochemical changes in the dentate gyrus of the rat , 2006, Pharmacology Biochemistry and Behavior.

[29]  W. Meck,et al.  Neuropsychological mechanisms of interval timing behavior. , 2000, BioEssays : news and reviews in molecular, cellular and developmental biology.

[30]  Jason M. Williams,et al.  Cocaine increases medial prefrontal cortical glutamate overflow in cocaine‐sensitized rats: a time course study , 2004, The European journal of neuroscience.

[31]  D. Durstewitz,et al.  Bidirectional Dopamine Modulation of GABAergic Inhibition in Prefrontal Cortical Pyramidal Neurons , 2001, The Journal of Neuroscience.

[32]  M. Amalric,et al.  Dysfunction of the cortico‐basal ganglia‐cortical loop in a rat model of early parkinsonism is reversed by metabotropic glutamate receptor 5 antagonism , 2005, The European journal of neuroscience.

[33]  Warren H Meck,et al.  Frontal-striatal circuitry activated by human peak-interval timing in the supra-seconds range. , 2004, Brain research. Cognitive brain research.

[34]  B. Moghaddam,et al.  Glutamatergic Regulation of Basal and Stimulus‐Activated Dopamine Release in the Prefrontal Cortex , 1998, Journal of neurochemistry.

[35]  L. M. Lieving,et al.  Effects of D-amphetamine in a temporal discrimination procedure: selective changes in timing or rate dependency? , 2002, Journal of the experimental analysis of behavior.

[36]  D. Schoepp,et al.  The metabotropic glutamate 2/3 receptor agonists LY354740 and LY379268 selectively attenuate phencyclidine versus d-amphetamine motor behaviors in rats. , 1999, The Journal of pharmacology and experimental therapeutics.

[37]  P. Mcgeer,et al.  A glutamatergic corticostriatal path? , 1977, Brain Research.

[38]  Warren H. Meck,et al.  Frontal cortex lesions eliminate the clock speed effect of dopaminergic drugs on interval timing , 2006, Brain Research.

[39]  Differential Effects of D1 and D2 Dopamine Receptor Antagonists on Acute Amphetamine‐ or Methamphetamine‐Induced Up‐Regulation of zif/268 mRNA Expression in Rat Forebrain , 1995, Journal of neurochemistry.

[40]  C. Bregonzio,et al.  A Glutamate–Dopamine Interaction in the Persistent Enhanced Response to Amphetamine in Nucleus Accumbens Core but not Shell Following a Single Restraint Stress , 2007, Neuropsychopharmacology.

[41]  T. Rammsayer Effects of pharmacologically induced changes in NMDA receptor activity on human timing and sensorimotor performance , 2006, Brain Research.

[42]  M. Reith,et al.  Autoregulation and monoamine interactions in the ventral tegmental area in the absence and presence of cocaine: a microdialysis study in freely moving rats. , 1994, Journal of Pharmacology and Experimental Therapeutics.

[43]  Warren H. Meck,et al.  Interaction of raclopride and preparatory interval effects on simple reaction time performance , 2006, Behavioural Brain Research.

[44]  M. Bateson,et al.  Single-trials analyses demonstrate that increases in clock speed contribute to the methamphetamine-induced horizontal shifts in peak-interval timing functions , 2006, Psychopharmacology.

[45]  J. McGinty,et al.  Glutamate‐dopamine interactions mediate the effects of psychostimulant drugs , 1999, Addiction biology.

[46]  W. Meck,et al.  Cortico-striatal circuits and interval timing: coincidence detection of oscillatory processes. , 2004, Brain research. Cognitive brain research.

[47]  C. Frith,et al.  The Substantia Nigra Pars Compacta and Temporal Processing , 2006, The Journal of Neuroscience.

[48]  J. McGinty,et al.  A single injection of amphetamine or methamphetamine induces dynamic alterations in c-fos,zif/268 and preprodynorphin messenger RNA expression in rat forebrain , 1995, Neuroscience.

[49]  A. Nieoullon,et al.  N-methyl-d-aspartate receptor blockade impairs behavioural performance of rats in a reaction time task: New evidence for glutamatergic-dopaminergic interactions in the striatum , 1994, Neuroscience.

[50]  S. Snyder,et al.  Dopamine receptors localised on cerebral cortical afferents to rat corpus striatum , 1978, Nature.

[51]  R. Church,et al.  The differential effects of haloperidol and methamphetamine on time estimation in the rat , 2004, Psychopharmacology.

[52]  W. Meck,et al.  Differential modulation of clock speed by the administration of intermittent versus continuous cocaine. , 2004, Behavioral neuroscience.

[53]  Warren H. Meck,et al.  Choline Uptake in the Frontal Cortex Is Proportional to the Absolute Error of a Temporal Memory Translation Constant in Mature and Aged Rats , 2002 .

[54]  J. Gibbon,et al.  Coupled Temporal Memories in Parkinson's Disease: A Dopamine-Related Dysfunction , 1998, Journal of Cognitive Neuroscience.

[55]  C. I. Connolly,et al.  Building neural representations of habits. , 1999, Science.

[56]  C. Wynne,et al.  Effects of d-amphetamine on the behavior of pigeons exposed to the peak procedure , 2006, Behavioural Processes.

[57]  W. Danysz,et al.  Infusion of (+) -MK-801 and memantine -- contrasting effects on radial maze learning in rats with entorhinal cortex lesion. , 1996, European journal of pharmacology.

[58]  J. Horvitz,et al.  Extended Habit Training Reduces Dopamine Mediation of Appetitive Response Expression , 2005, The Journal of Neuroscience.

[59]  W. Meck Neuroanatomical localization of an internal clock: A functional link between mesolimbic, nigrostriatal, and mesocortical dopaminergic systems , 2006, Brain Research.

[60]  S. Killcross,et al.  Amphetamine Exposure Enhances Habit Formation , 2006, The Journal of Neuroscience.

[61]  M. Jahanshahi,et al.  Time estimation and reproduction is abnormal in Parkinson's disease. , 1992, Brain : a journal of neurology.

[62]  R D Spealman,et al.  Cocaine Administered into the Medial Prefrontal Cortex Reinstates Cocaine-Seeking Behavior by Increasing AMPA Receptor-Mediated Glutamate Transmission in the Nucleus Accumbens , 2002, The Journal of Neuroscience.

[63]  W H Meck,et al.  Paying Attention to Time as one Gets Older , 2001, Psychological science.

[64]  B. Moghaddam,et al.  NMDA receptor antagonists impair prefrontal cortex function as assessed via spatial delayed alternation performance in rats: modulation by dopamine , 1996, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[65]  C. Bradshaw,et al.  Effect of quinpirole on timing behaviour in the free-operant psychophysical procedure: evidence for the involvement of D2 dopamine receptors , 2007, Psychopharmacology.

[66]  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.

[67]  M. Wolf,et al.  Effects of lesions of prefrontal cortex, amygdala, or fornix on behavioral sensitization to amphetamine: Comparison with N-methyl-d-aspartate antagonists , 1995, Neuroscience.

[68]  S. Hyman,et al.  Metabotropic Glutamate Receptors and Dopamine Receptors Cooperate to Enhance Extracellular Signal-Regulated Kinase Phosphorylation in Striatal Neurons , 2005, The Journal of Neuroscience.

[69]  J. Horvitz Dopamine gating of glutamatergic sensorimotor and incentive motivational input signals to the striatum , 2002, Behavioural Brain Research.

[70]  R. Church,et al.  Application of scalar timing theory to individual trials. , 1994 .

[71]  C. Buhusi,et al.  Differential effects of methamphetamine and haloperidol on the control of an internal clock. , 2002, Behavioral neuroscience.

[72]  J. Devin McAuley,et al.  Modeling the effects of the NMDA receptor antagonist MK-801 on timing in rats. , 2006, Behavioral neuroscience.

[73]  W. Meck,et al.  Differential effects of clozapine and haloperidol on interval timing in the supraseconds range , 2005, Psychopharmacology.

[74]  J. Radulovic,et al.  In vivo NMDA/dopamine interaction resulting in Fos production in the limbic system and basal ganglia of the mouse brain. , 2000, Brain research. Molecular brain research.

[75]  W H Meck,et al.  The use of timing behaviors in animals and humans to detect drug and/or toxicant effects. , 1999, Neurotoxicology and teratology.

[76]  W. Meck,et al.  Differential effects of cocaine and ketamine on time estimation: Implications for neurobiological models of interval timing , 2006, Pharmacology Biochemistry and Behavior.

[77]  R. Church,et al.  Arginine vasopressin innoculates against age-related increases in sodium-dependent high affinity choline uptake and discrepancies in the content of temporal memory. , 1986, European journal of pharmacology.

[78]  Warren H. Meck,et al.  Systems-level integration of interval timing and reaction time , 2004, Neuroscience & Biobehavioral Reviews.

[79]  W. Meck Selective adjustment of the speed of internal clock and memory processes. , 1983, Journal of experimental psychology. Animal behavior processes.

[80]  P. Kalivas,et al.  Prefrontal Glutamate Release into the Core of the Nucleus Accumbens Mediates Cocaine-Induced Reinstatement of Drug-Seeking Behavior , 2003, The Journal of Neuroscience.

[81]  W. Meck Neuropharmacology of timing and time perception. , 1996, Brain research. Cognitive brain research.

[82]  Catalin V. Buhusi,et al.  What makes us tick? Functional and neural mechanisms of interval timing , 2005, Nature Reviews Neuroscience.

[83]  S. Haber,et al.  Dopamine Neurons Make Glutamatergic Synapses In Vitro , 1998, The Journal of Neuroscience.

[84]  W. Meck,et al.  Characterization of the facilitative effects of perinatal choline supplementation on timing and temporal memory , 1997, Neuroreport.

[85]  W. Meck,et al.  Dissecting the Brain's Internal Clock: How Frontal–Striatal Circuitry Keeps Time and Shifts Attention , 2002, Brain and Cognition.

[86]  J. Devin McAuley,et al.  Effects of the NMDA receptor antagonist MK-801 on short-interval timing in rats. , 2006, Behavioral neuroscience.

[87]  A. Nieoullon,et al.  Functional interactions between glutamate and dopamine in the rat striatum , 1994, Neurochemistry International.

[88]  W. Meck,et al.  Neuroimaging of interval timing. , 2004, Brain research. Cognitive brain research.

[89]  Catalin V. Buhusi,et al.  Time sharing in rats: A peak-interval procedure with gaps and distracters , 2006, Behavioural Processes.

[90]  J. Gibbon,et al.  Interval-timing deficits in individuals at high risk for schizophrenia , 2005, Brain and Cognition.

[91]  Cindy Lustig,et al.  Grandfather's clock: Attention and interval timing in older adults. , 2003 .

[92]  C. Lustig,et al.  Not “just” a coincidence: Frontal‐striatal interactions in working memory and interval timing , 2005, Memory.

[93]  G. Rebec,et al.  Characterization of striatal activity in conscious rats: Contribution of NMDA and AMPA/kainate receptors to both spontaneous and glutamate‐driven firing , 2003, Synapse.

[94]  Dennis S. Charney,et al.  Neuropsychopharmacology : The Fifth Generation of Progress , 2002 .

[95]  Kuei Y Tseng,et al.  Dopamine–Glutamate Interactions Controlling Prefrontal Cortical Pyramidal Cell Excitability Involve Multiple Signaling Mechanisms , 2004, The Journal of Neuroscience.

[96]  R. Church,et al.  Methamphetamine and time estimation. , 1981, Journal of experimental psychology. Animal behavior processes.

[97]  W. Meck Functional and neural mechanisms of interval timing , 2003 .

[98]  M. Nicolelis,et al.  Interval timing and the encoding of signal duration by ensembles of cortical and striatal neurons. , 2003, Behavioral neuroscience.

[99]  C. Buhusi Dopaminergic Mechanisms of Interval Timing and Attention , 2003 .

[100]  Warren H. Meck,et al.  Symmetrical and asymmetrical sources of variance in temporal generalization , 1991 .

[101]  N. Swerdlow,et al.  Sensorimotor gating in rats is regulated by different dopamine-glutamate interactions in the nucleus accumbens core and shell subregions , 1996, Brain Research.

[102]  W. Meck,et al.  Clonidine-Induced Antagonism of Norepinephrine Modulates the Attentional Processes Involved in Peak-Interval Timing , 1996 .

[103]  R. Church,et al.  Cholinergic modulation of the content of temporal memory. , 1987, Behavioral neuroscience.

[104]  Warren H. Meck,et al.  Affinity for the dopamine D2 receptor predicts neuroleptic potency in decreasing the speed of an internal clock , 1986, Pharmacology Biochemistry and Behavior.

[105]  Warren H Meck,et al.  alpha7 Nicotinic acetylcholine receptors and temporal memory: synergistic effects of combining prenatal choline and nicotine on reinforcement-induced resetting of an interval clock. , 2006, Learning & memory.