Abstract
Like other drugs, ketamine is abused due to its ability to act as a positive reinforcer in the control of behavior, just as natural reinforcers do. Besides, through Pavlovian conditioning, tolerance to drug effects can become conditioned to specific contextual cues showing that environmental stimuli can act as powerful mediators of craving and relapse. In the present study, we shall investigate the effects of long-term ketamine administration and withdrawal on behavioral measures and emotionality, the drug-context-specific influence on the tolerance to the sedative effects of an anesthetic dose of ketamine, and the neuropharmacological events underlying this phenomenon, in rats conditioned with 10 mg/kg of ketamine and later challenged with a dose of ketamine of 80 mg/kg in a familiar and non-familiar environment. Variations in dopamine and serotonin efflux in the infralimbic cortex-nucleus accumbens shell circuitry (IL-NAcSh) was further recorded in the same conditions. Our results highlight that besides its well-known reinforcing properties, ketamine also shares the ability to induce behavioral and pharmacological conditioned tolerance, associated with increases in cortical (IL), and decreases in striatal (NAcSh) dopamine release. To our knowledge, we are presenting the first set of behavioral and neurochemical data showing that, like other drugs of abuse, ketamine can induce learned context-specific tolerance.
Similar content being viewed by others
References
Olney JW, Farber NB (1995) Glutamate receptor dysfunction and schizophrenia. Arch Gen Psychiatry 52:998–1007
Di Chiara G, North RA (1992) Neurobiology of opiate abuse. Trends Pharmacol Sci 13:185–193
Koob GF (1992) Drugs of abuse: anatomy, pharmacology and function of reward pathways. Trends Pharmacol Sci 13:177–184
Grigson PS (2002) Like drugs for chocolate: separate rewards modulated by common mechanisms? Physiol Behav 76:389–395
Suzuki T, Kato H, Aoki T et al (2000) Effects of the non-competitive NMDA receptor antagonist ketamine on morphine-induced place preference in mice. Life Sci 67:383–389
Gao C, Chen LW, Chen J et al (2003) Ohmefentanyl stereoisomers induce changes of CREB phosphorylation in hippocampus of mice in conditioned place preference paradigm. Cell Res 13:29–34
Suzuki T, Aoki T, Kato H et al (1999) Effects of the 5-HT(3) receptor antagonist ondansetron on the ketamine- and dizocilpine-induced place preferences in mice. Eur J Pharmacol 385:99–102
Adinoff B (2004) Neurobiologic processes in drug reward and addiction. Harv Rev Psychiatry 12:305–320
Haber SN, Knutson B (2010) The reward circuit: linking primate anatomy and human imaging. Neuropsychopharmacology 35:4–26
Siegel S, Larson SJ (1996) Disruption of tolerance to the ataxic effect of ethanol by an extraneous stimulus. Pharmacol Biochem Behav 55:125–130
Woods SC, Ramsay DS (2000) Pavlovian influences over food and drug intake. Behav Brain Res 110:175–182
Robinson TE, Berridge KC (2003) Addiction. Annu Rev Psychol 54:25–53
Trujillo KA, Heller CY (2020) Ketamine sensitization: influence of dose, environment, social isolation and treatment interval. Behav Brain Res 378:112271
Holcomb HH, Lahti AC, Medoff DR et al (2001) Sequential regional cerebral blood flow brain scans using PET with H2(15)O demonstrate ketamine actions in CNS dynamically. Neuropsychopharmacology 25:165–172
Floresco SB, Zhang Y, Enomoto T (2009) Neural circuits subserving behavioral flexibility and their relevance to schizophrenia. Behav Brain Res 204:396–409
Kalivas PW, Lalumiere RT, Knackstedt L, Shen H (2009) Glutamate transmission in addiction. Neuropharmacology 56(Suppl 1):169–173
Peters J, Kalivas P, Quirk G (2010) Extinction circuits for fear and addiction overlap in prefrontal cortex. Learn Memory 30:279–288
Fortier CB, Leritz EC, Salat DH et al (2011) Reduced cortical thickness in abstinent alcoholics and association with alcoholic behavior. Alcohol Clin Exp Res 35:2193–2201
Richard JM, Berridge KC (2013) Prefrontal cortex modulates desire and dread generated by nucleus accumbens glutamate disruption. Biol Psychiatry 73:360–370
Vollenweider FX, Vontobel P, Oye I et al (2000) Effects of (S)-ketamine on striatal dopamine: a [11C]raclopride PET study of a model psychosis in humans. J Psychiatr Res 34:35–43
Lindefors N, Barati S, OConnor WT, (1997) Differential effects of single and repeated ketamine administration on dopamine, serotonin and GABA transmission in rat medial prefrontal cortex. Brain Res 759:205–212
O’Brien CP, Childress AR, McLellan AT, Ehrman R (1992) Classical conditioning in drug-dependent humans. Ann NY Acad Sci 654:400–415
Bouton ME (2002) Context, ambiguity, and unlearning: sources of relapse after behavioral extinction. Biol Psychiatry 52:976–986
Simon P, Dupuis R, Costentin J (1994) Thigmotaxis as an index of anxiety in mice. influence of dopaminergic transmissions. Behav Brain Res 61:59–64
Prut L, Belzung C (2003) The open field as a paradigm to measure the effects of drugs on anxiety-like behaviors: a review. Eur J Pharmacol 463:3–33
Levin-Arama M, Abraham L, Waner T et al (2016) Subcutaneous compared with intraperitoneal ketamine xylazine for anesthesia of mice. J Am Assoc Lab Anim Sci 55:794–800
Turner PV, Brabb T, Pekow C, Vasbinder MA (2011) Administration of substances to laboratory animals: routes of administration and factors to consider. J Am Assoc Lab Anim Sci 50:600–613
Incrocci RM, Paliarin F, Nobre MJ (2018) Prelimbic NMDA receptors stimulation mimics the attenuating effects of clozapine on the auditory electrophysiological rebound induced by ketamine withdrawal. Neurotoxicology 69:1–10
Bozarth MA (1987) Conditioned place preference (chapter 14): a parametric analysis using systemic heroin injections. In: Bozarth MA (ed) Methods of assessing the reinforcer properties of abused drugs, 1st edn. Springer, New York
Prus AJ, James JR, Rosecrans JA (2009) Conditioned place preference. In: Buccafusco JJ (ed) Methods of behavior analysis in neuroscience, 2nd edn. CRC Press/Taylor & Francis, Boca Raton
Lipkind D, Sakov A, Kafkafi N et al (2004) New replicable anxiety-related measures of wall vs center behavior of mice in the open field. J Appl Physiol 97:347–359
Sestakova N, Puzserova A, Kluknavsky M, Bernatova I (2013) Determination of motor activity and anxiety-related behaviour in rodents: methodological aspects and role of nitric oxide. Interdiscip Toxicol 6:126–135
Gould TD, Dao DT, Kovacsics CE (2009) The open field test. In: Gould TD (ed) Mood and anxiety related phenotypes in mice: characterization using behavioral tests. Humana Press, Totowa, pp 1–20
Feyissa DD, Aher YD, Engidawork E et al (2017) Individual differences in male rats in a behavioral test battery: a multivariate statistical approach. Front Behav Neurosci 11:26
Giroux MC, Hélie P, Burns P, Vachon P (2015) Anesthetic and pathological changes following high doses of ketamine and xylazine in Sprague Dawley rats. Exp Anim 64:253–260
Dodelet-Devillers A, Zullian C, Beaudry F et al (2016) Physiological and pharmacokinetic effects of multilevel caging on Sprague Dawley rats under ketamine-xylazine anesthesia. Exp Anim 65:383–392
Siegel S (1975) Evidence from rats that morphine tolerance is a learned response. J Comp Physiol Psychol 89:498–506
Siegel S, Hinson RE, Krank MD, McCully J (1982) Heroin “overdose” death: contribution of drug-associated environmental cues. Science 216:436–437
Sturman O, Germain P-L, Bohacek J (2018) Exploratory rearing: a context- and stress-sensitive behavior recorded in the open-field test. Stress (Amsterdam, Netherlands) 21:443–452
Paxinos GWC (2008) The rat brain in stereotaxic coordinates, 6th edn. Academic Press, New York
Chaurasia CS, Chen C-E, Ashby CR (1999) In vivo on-line HPLC-microdialysis: simultaneous detection of monoamines and their metabolites in awake freely-moving rats. J Pharm Biomed Anal 19:413–422
Du Y, Du L, Cao J et al (2017) Levo-tetrahydropalmatine inhibits the acquisition of ketamine-induced conditioned place preference by regulating the expression of ERK and CREB phosphorylation in rats. Behav Brain Res 317:367–373
Li F, Fang Q, Liu Y et al (2008) Cannabinoid CB(1) receptor antagonist rimonabant attenuates reinstatement of ketamine conditioned place preference in rats. Eur J Pharmacol 589:122–126
Xu DD, Mo ZX, Yung KKL et al (2006) Individual and combined effects of methamphetamine and ketamine on conditioned place preference and NR1 receptor phosphorylation in rats. Neurosignals 15:322–331
Marglin SH, Milano WC, Mattie ME, Reid LD (1989) PCP and conditioned place preferences. Pharmacol Biochem Behav 33:281–283
Del Pozo E, Barrios M, Baeyens JM (1996) The NMDA receptor antagonist dizocilpine (MK-801) stereoselectively inhibits morphine-induced place preference conditioning in mice. Psychopharmacology 125:209–213
De Luca MT, Badiani A (2011) Ketamine self-administration in the rat: evidence for a critical role of setting. Psychopharmacology 214:549–556
Venniro M, Mutti A, Chiamulera C (2015) Pharmacological and non-pharmacological factors that regulate the acquisition of ketamine self-administration in rats. Psychopharmacology 232:4505–4514
Zhai H, Wu P, Chen S et al (2008) Effects of scopolamine and ketamine on reconsolidation of morphine conditioned place preference in rats. Behav Pharmacol 19:211–216
Moghaddam B, Adams B, Verma A, Daly D (1997) 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. J Neurosci 17:2921–2927
Chatterjee M, Verma R, Ganguly S, Palit G (2012) Neurochemical and molecular characterization of ketamine-induced experimental psychosis model in mice. Neuropharmacology 63:1161–1171
Kim S-Y, Lee H, Kim H-J et al (2011) In vivo and ex vivo evidence for ketamine-induced hyperglutamatergic activity in the cerebral cortex of the rat: Potential relevance to schizophrenia. NMR Biomed 24:1235–1242
Razoux F, Garcia R, Léna I (2007) Ketamine, at a dose that disrupts motor behavior and latent inhibition, enhances prefrontal cortex synaptic efficacy and glutamate release in the nucleus accumbens. Neuropsychopharmacology 32:719–727
Meliska CJ, Trevor AJ (1978) Differential effects of ketamine on schedule-controlled responding and motility. Pharmacol Biochem Behav 8:679–683
Hetzler BE, Swain Wautlet B (1985) Ketamine-induced locomotion in rats in an open-field. Pharmacol Biochem Behav 22:653–655
Irifune M, Shimizu T, Nomoto M (1991) Ketamine-induced hyperlocomotion associated with alteration of presynaptic components of dopamine neurons in the nucleus accumbens of mice. Pharmacol Biochem Behav 40:399–407
Uchihashi Y, Kuribara H, Morita T, Fujita T (1993) The repeated administration of ketamine induces an enhancement of its stimulant action in mice. Jpn J Pharmacol 61:149–151
Ribeiro PO, Rodrigues PC, Valentim AM, Antunes LM (2013) A single intraperitoneal injection of ketamine does not affect spatial working, reference memory or neurodegeneration in adult mice: an animal study. Eur J Anaesthesiol 30:618–626
Chatterjee M, Ganguly S, Srivastava M, Palit G (2011) Effect of “chronic” versus “acute” ketamine administration and its “withdrawal” effect on behavioural alterations in mice: implications for experimental psychosis. Behav Brain Res 216:247–254
Pitsikas N, Georgiadou G, Delis F, Antoniou K (2019) Effects of anesthetic ketamine on anxiety-like behaviour in rats. Neurochem Res 44:829–838
Trujillo KA, Smith ML, Sullivan B et al (2011) The neurobehavioral pharmacology of ketamine: implications for drug abuse, addiction, and psychiatric disorders. ILAR J 52:366–378
Gigliucci V, O’Dowd G, Casey S et al (2013) Ketamine elicits sustained antidepressant-like activity via a serotonin-dependent mechanism. Psychopharmacology 228:157–166
López-Gil X, Jiménez-Sánchez L, Campa L et al (2019) Role of serotonin and noradrenaline in the rapid antidepressant action of ketamine. ACS Chem Neurosci 10:3318–3326
Pham TH, Mendez-David I, Defaix C et al (2017) Ketamine treatment involves medial prefrontal cortex serotonin to induce a rapid antidepressant-like activity in BALB/cJ mice. Neuropharmacology 112:198–209
Fuchikami M, Thomas A, Liu R et al (2015) Optogenetic stimulation of infralimbic PFC reproduces ketamine’s rapid and sustained antidepressant actions. PNAS 112:8106–8111
Grady SE, Marsh TA, Tenhouse A, Klein K (2017) Ketamine for the treatment of major depressive disorder and bipolar depression: a review of the literature. Ment Health Clin 7:16–23
Shin SY, Baek NJ, Han SH, Min SS (2019) Chronic administration of ketamine ameliorates the anxiety- and aggressive-like behavior in adolescent mice induced by neonatal maternal separation. Korean J Physiol Pharmacol 23:81–87
Hayase T, Yamamoto Y, Yamamoto K (2006) Behavioral effects of ketamine and toxic interactions with psychostimulants. BMC Neurosci 7:25
Ramsay DS, Woods SC (1997) Biological consequences of drug administration: implications for acute and chronic tolerance. Psychol Rev 104:170–193
Verma A, Moghaddam B (1996) NMDA receptor antagonists impair prefrontal cortex function as assessed via spatial delayed alternation performance in rats: modulation by dopamine. J Neurosci 16:373–379
Kokkinou M, Ashok AH, Howes OD (2018) The effects of ketamine on dopaminergic function: meta-analysis and review of the implications for neuropsychiatric disorders. Mol Psychiatry 23:59–69
Millan EZ, Marchant NJ, McNally GP (2011) Extinction of drug seeking. Behav Brain Res 217:454–462
Marchant NJ, Furlong TM, McNally GP (2010) Medial dorsal hypothalamus mediates the inhibition of reward seeking after extinction. J Neurosci 30:14102–14115
Castillo-Gómez E, Gómez-Climent MA, Varea E et al (2008) Dopamine acting through D2 receptors modulates the expression of PSA-NCAM, a molecule related to neuronal structural plasticity, in the medial prefrontal cortex of adult rats. Exp Neurol 214:97–111
Peters J, LaLumiere RT, Kalivas PW (2008) Infralimbic prefrontal cortex is responsible for inhibiting cocaine seeking in extinguished rats. J Neurosci 28:6046–6053
Peters J, Dieppa-Perea LM, Melendez LM, Quirk GJ (2010) Induction of fear extinction with hippocampal-infralimbic BDNF. Science 328:1288–1290
Anderson SM, Schmidt HD, Pierce RC (2006) Administration of the D2 dopamine receptor antagonist sulpiride into the shell, but not the core, of the nucleus accumbens attenuates cocaine priming-induced reinstatement of drug seeking. Neuropsychopharmacology 31:1452–1461
Yan QS, Reith ME, Jobe PC, Dailey JW (1997) Dizocilpine (MK-801) increases not only dopamine but also serotonin and norepinephrine transmissions in the nucleus accumbens as measured by microdialysis in freely moving rats. Brain Res 765:149–158
Brown P, Molliver ME (2000) Dual serotonin (5-HT) projections to the nucleus accumbens core and shell: relation of the 5-HT transporter to amphetamine-induced neurotoxicity. J Neurosci 20:1952–1963
Parsons LH, Koob GF, Weiss F (1996) Extracellular serotonin is decreased in the nucleus accumbens during withdrawal from cocaine self-administration. Behav Brain Res 73:225–228
Weiss F, Parsons LH, Schulteis G et al (1996) Ethanol self-administration restores withdrawal-associated deficiencies in accumbal dopamine and 5-hydroxytryptamine release in dependent rats. J Neurosci 16:3474–3485
Birak KS, Higgs S, Terry P (2011) Conditioned tolerance to the effects of alcohol on inhibitory control in humans. Alcohol Alcohol 46:686–693
Diana M, Pistis M, Muntoni A, Gessa G (1995) Profound decrease of mesolimbic dopaminergic neuronal activity in morphine withdrawn rats. J Pharmacol Exp Ther 272:781–785
Acknowledgements
This work was supported by FAPESP (Proc. no. 2014/23690-5, 2017/18268-0). M.J. Nobre is the recipient of a Productivity Research Grant from CNPq (303144/2015-7). G.K. Silva- Cardoso holds a master scholarship from FAPESP (2015/17568-5). We declare that the sponsors have not been involved in or influenced the design, collection, analysis, or interpretation of study data, nor the writing of the report or the decision to submit it for publication. Moreover, the authors declare that they have no known competing for financial interest or personal relationships that could have appeared to influence the work reported in this paper.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no potential conflicts of interest concerning the research, authorship, and/or publication of this article.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Silva-Cardoso, G.K., Nobre, M.J. Context-Specific Tolerance and Pharmacological Changes in the Infralimbic Cortex-Nucleus Accumbens Shell Pathway Evoked by Ketamine. Neurochem Res 46, 1686–1700 (2021). https://doi.org/10.1007/s11064-021-03300-6
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11064-021-03300-6