Abstract
Relapse represents a consistent clinical problem for individuals with substance use disorder. In the incubation of craving model of persistent craving and relapse, cue-induced drug seeking progressively intensifies or “incubates” during the first weeks of abstinence from drug self-administration and then remains high for months. Previously, we and others have demonstrated that expression of incubated cocaine craving requires strengthening of excitatory synaptic transmission in the nucleus accumbens core (NAcc). However, despite the importance of dopaminergic signaling in the NAcc for motivated behavior, little is known about the role that dopamine (DA) plays in the incubation of cocaine craving. Here we used fiber photometry to measure DA transients in the NAcc of male and female rats during cue-induced seeking tests conducted in early abstinence from cocaine self-administration, prior to incubation, and late abstinence, after incubation of craving has plateaued. We observed DA transients time-locked to cue-induced responding but their magnitude did not differ significantly when measured during early versus late abstinence seeking tests. Next, we tested for a functional role of these DA transients by injecting DA receptor antagonists into the NAcc just before the cue-induced seeking test. Blockade of either D1 or D2 DA receptors reduced cue-induced cocaine seeking after but not before incubation. We found no main effect of sex or significant interaction of sex with other factors in our experiments. These results suggest that DA contributes to incubated cocaine seeking but the emergence of this role reflects changes in postsynaptic responsiveness to DA rather than presynaptic alterations.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 13 print issues and online access
$259.00 per year
only $19.92 per issue
Buy this article
- Purchase on SpringerLink
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
References
Neisewander JL, Baker DA, Fuchs RA, Tran-Nguyen LT, Palmer A, Marshall JF. Fos protein expression and cocaine-seeking behavior in rats after exposure to a cocaine self-administration environment. J Neurosci. 2000;20:798–805.
Grimm JW, Hope BT, Wise RA, Shaham Y. Incubation of cocaine craving after withdrawal. Nature. 2001;412:141–42.
Lu L, Grimm JW, Hope BT, Shaham Y. Incubation of cocaine craving after withdrawal: a review of preclinical data. Neuropharmacology. 2004;47:214–26.
Altshuler RD, Lin H, Li X. Neural mechanisms underlying incubation of methamphetamine craving: a mini-review. Pharm Biochem Behav. 2020;199:173058.
Reiner DJ, Fredriksson I, Lofaro OM, Bossert JM, Shaham Y. Relapse to opioid seeking in rat models: behavior, pharmacology and circuits. Neuropsychopharmacology. 2019;44:465–77.
Pickens CL, Airavaara M, Theberge F, Fanous S, Hope BT, Shaham Y. Neurobiology of the incubation of drug craving. Trends Neurosci. 2011;34:411–20.
Bedi G, Preston KL, Epstein DH, Heishman SJ, Marrone GF, Shaham Y, et al. Incubation of cue-induced cigarette craving during abstinence in human smokers. Biol Psychiatry. 2011;69:708–11.
Wang G, Shi J, Chen N, Xu L, Li J, Li P, et al. Effects of length of abstinence on decision-making and craving in methamphetamine abusers. PLoS ONE. 2013;8:e68791.
Li P, Wu P, Xin X, Fan Y-L, Wang G-B, Wang F, et al. Incubation of alcohol craving during abstinence in patients with alcohol dependence. Addict Biol. 2015;20:513–22.
Parvaz MA, Moeller SJ, Goldstein RZ. Incubation of cue-induced craving in adults addicted to cocaine measured by electroencephalography. JAMA Psychiatry. 2016;73:1127–34.
Wolf ME. Targeting neuroplasticity in substance use disorders: implications for therapeutics. Annu Rev Pharm Toxicol. 2025;65 (In press).
Wright WJ, Dong Y. Psychostimulant-induced adaptations in nucleus accumbens glutamatergic transmission. Cold Spring Harb Perspect Med. 2020;10:a039255.
Keiflin R, Janak PH. Dopamine prediction errors in reward learning and addiction: from theory to neural circuitry. Neuron. 2015;88:247–63.
Berke JD. What does dopamine mean? Nat Neurosci. 2018;21:787–93.
Bamford NS, Wightman RM, Sulzer D. Dopamine’s effects on corticostriatal synapses during reward-based behaviors. Neuron. 2018;97:494–510.
Sippy T, Tritsch NX. Unraveling the dynamics of dopamine release and its actions on target cells. Trends Neurosci. 2023;46:228–39.
Day JJ, Roitman MF, Wightman RM, Carelli RM. Associative learning mediates dynamic shifts in dopamine signaling in the nucleus accumbens. Nat Neurosci. 2007;10:1020–8.
Stuber GD, Klanker M, de Ridder B, Bowers MS, Joosten RN, Feenstra MG, et al. Reward-predictive cues enhance excitatory synaptic strength onto midbrain dopamine neurons. Science. 2008;321:1690–2.
Roitman MF, Wheeler RA, Carelli RM. Nucleus accumbens neurons are innately tuned for rewarding and aversive taste stimuli, encode their predictors, and are linked to motor output. Neuron. 2005;45:587–97.
Ito R, Dalley JW, Howes SR, Robbins TW, Everitt BJ. Dissociation in conditioned dopamine release in the nucleus accumbens core and shell in response to cocaine cues and during cocaine-seeking behavior in rats. J Neurosci. 2000;20:7489–95.
Phillips PEM, Stuber GD, Helen MLAV, Wightman RM, Carelli RM. Subsecond dopamine release promotes cocaine seeking. Nature. 2003;422:614–18.
Aragona BJ, Day JJ, Roitman MF, Cleaveland NA, Wightman RM, Carelli RM. Regional specificity in the real-time development of phasic dopamine transmission patterns during acquisition of a cue-cocaine association in rats. Eur J Neurosci. 2009;30:1889–99.
Luján MÁ, Oliver BL, Young-Morrison R, Engi SA, Zhang L-Y, Wenzel JM, et al. A multivariate regressor of patterned dopamine release predicts relapse to cocaine. Cell Rep. 2023;42:112553.
Pribiag H, Shin S, Wang EH, Sun F, Datta P, Okamoto A, et al. Ventral pallidum DRD3 potentiates a pallido-habenular circuit driving accumbal dopamine release and cocaine seeking. Neuron. 2021;109:2165–82.e10.
Sun F, Zeng J, Jing M, Zhou J, Feng J, Owen SF, et al. A genetically encoded fluorescent sensor enables rapid and specific detection of dopamine in flies, fish, and mice. Cell. 2018;174:481–96.e19.
Sun F, Zhou J, Dai B, Qian T, Zeng J, Li X, et al. Next-generation GRAB sensors for monitoring dopaminergic activity in vivo. Nat Methods. 2020;17:1156–66.
Sherathiya VN, Schaid MD, Seiler JL, Lopez GC, Lerner TN. GuPPy, a Python toolbox for the analysis of fiber photometry data. Sci Rep. 2021;11:24212–12.
Jean-Richard-Dit-Bressel P, Clifford CWG, McNally GP. Analyzing event-related transients: confidence intervals, permutation tests, and consecutive thresholds. Front Mol Neurosci. 2020;13:14.
Liu Y, Jean-Richard-Dit-Bressel P, Yau JO, Willing A, Prasad AA, Power JM, et al. The mesolimbic dopamine activity signatures of relapse to alcohol-seeking. J Neurosci. 2020;40:6409–27.
Yau JO, McNally GP. The activity of ventral tegmental area dopamine neurons during shock omission predicts safety learning. Behav Neurosci. 2022;136:276–84.
Deroche-Gamonet V, Belin D, Piazza PV. Evidence for addiction-like behavior in the rat. Science. 2004;305:1014–17.
Wightman RM, Heien ML, Wassum KM, Sombers LA, Aragona BJ, Khan AS, et al. Dopamine release is heterogeneous within microenvironments of the rat nucleus accumbens. Eur J Neurosci. 2007;26:2046–54.
Zachry JE, Nolan SO, Brady LJ, Kelly SJ, Siciliano CA, Calipari ES. Sex differences in dopamine release regulation in the striatum. Neuropsychopharmacology. 2021;46:491–99.
Yoest KE, Cummings JA, Becker JB. Estradiol, dopamine and motivation. Cent Nerv Syst Agents Med Chem. 2014;14:83–9.
Kerstetter KA, Aguilar VR, Parrish AB, Kippin TE. Protracted time-dependent increases in cocaine-seeking behavior during cocaine withdrawal in female relative to male rats. Psychopharmacol. 2008;198:63–75.
Nicolas C, Russell TI, Pierce AF, Maldera S, Holley A, You ZB, et al. Incubation of cocaine craving after intermittent-access self-administration: sex differences and estrous cycle. Biol Psychiatry. 2019;85:915–24.
Corbett CM, Dunn E, Loweth JA. Effects of sex and estrous cycle on the time course of incubation of cue-induced craving following extended-access cocaine self-administration. eNeuro. 2021;8:ENEURO.0054–21.2021.
White FJ, Wolf ME. Psychomotor stimulants. In: Pratt JA, editor. The biological basis of drug tolerance and dependence. United Kingdom: Academic Press; 1991. p. 153–97.
Anderson SM, Pierce RC. Cocaine-induced alterations in dopamine receptor signaling: implications for reinforcement and reinstatement. Pharm Ther. 2005;106:389–403.
Conrad KL, Ford K, Marinelli M, Wolf ME. Dopamine receptor expression and distribution dynamically change in the rat nucleus accumbens after withdrawal from cocaine self-administration. Neuroscience. 2010;169:182–94.
Burgeno LM, Farero RD, Murray NL, Panayi MC, Steger JS, Soden ME, et al. Cocaine seeking and taking are oppositely regulated by dopamine. bioRxiv. 2023:2023.04.09.536189.
Alonso IP, O’Connor BM, Bryant KG, Mandalaywala RK, España RA. Incubation of cocaine craving coincides with changes in dopamine terminal neurotransmission. Addict Neurosci. 2022;3:100029.
Hamid AA, Pettibone JR, Mabrouk OS, Hetrick VL, Schmidt R, Vander Weele CM, et al. Mesolimbic dopamine signals the value of work. Nat Neurosci. 2016;19:117–26.
Mohebi A, Pettibone JR, Hamid AA, Wong J-MT, Vinson LT, Patriarchi T, et al. Dissociable dopamine dynamics for learning and motivation. Nature. 2019;570:65–70.
Kutlu MG, Zachry JE, Melugin PR, Cajigas SA, Chevee MF, Kelley SJ, et al. Dopamine release in the nucleus accumbens core signals perceived saliency. Curr Biol. 2021;31:4748–61.
Jeong H, Taylor A, Floeder JR, Lohmann M, Mihalas S, Wu B, et al. Mesolimbic dopamine release conveys causal associations. Science. 2022;0:eabq6740.
Allichon MC, Ortiz V, Pousinha P, Andrianarivelo A, Petitbon A, Heck N, et al. Cell-type-specific adaptions in striatal medium-sized spiny neurons and their roles in behavioral responses to drugs of abuse. Front Synaptic Neurosci. 2021;13:799274.
Burke DA, Rotstein HG, Alvarez VA. Striatal local circuitry: a new framework for lateral inhibition. Neuron. 2017;96:267–84.
Bariselli S, Fobbs WC, Creed MC, Kravitz AV. A competitive model for striatal action selection. Brain Res. 2019;1713:70–9.
Tritsch NX, Sabatini BL. Dopaminergic modulation of synaptic transmission in cortex and striatum. Neuron. 2012;76:33–50.
Corkrum M, Araque A. Astrocyte-neuron signaling in the mesolimbic dopamine system: the hidden stars of dopamine signaling. Neuropsychopharmacology. 2021;46:1864–72.
Jiménez-González A, Gómez-Acevedo C, Ochoa-Aguilar A, Chavarría A. The role of glia in addiction: dopamine as a modulator of glial responses in addiction. Cell Mol Neurobiol. 2022;42:2109–20.
Kim R, Testen A, Harder EV, Brown NE, Witt EA, Bellinger TJ, et al. Abstinence-dependent effects of long-access cocaine self-administration on nucleus accumbens astrocytes are observed in male, but not female, rats. eNeuro. 2022;9:ENEURO.0310–22.2022.
Reverte I, Marchetti C, Pezza S, Zenoni SF, Scaringi G, Ferrucci L, et al. Microglia-mediated calcium-permeable AMPAR accumulation in the nucleus accumbens drives hyperlocomotion during cocaine withdrawal. Brain Behav Immun. 2024;115:535–42.
Rossi LM, Reverte I, Ragozzino D, Badiani A, Venniro M, Caprioli D. Role of nucleus accumbens core but not shell in incubation of methamphetamine craving after voluntary abstinence. Neuropsychopharmacology. 2020;45:256–65.
Schmidt HD, Pierce RC. Cooperative activation of D1-like and D2-like dopamine receptors in the nucleus accumbens shell is required for the reinstatement of cocaine-seeking behavior in the rat. Neuroscience. 2006;142:451–61.
Schmidt HD, Anderson SM, Pierce RC. Stimulation of D1-like or D2 dopamine receptors in the shell, but not the core, of the nucleus accumbens reinstates cocaine-seeking behaviour in the rat. Eur J Neurosci. 2006;23:219–28.
Mahler SV, Brodnik ZD, Cox BM, Buchta WC, Bentzley BS, Quintanilla J, et al. Chemogenetic manipulations of ventral tegmental area dopamine neurons reveal multifaceted roles in cocaine abuse. J Neurosci. 2019;39:503.
Solecki W, Wilczkowski M, Pradel K, Karwowska K, Kielbinski M, Drwięga G, et al. Effects of brief inhibition of the ventral tegmental area dopamine neurons on the cocaine seeking during abstinence. Addict Biol. 2020;25:e12826.
Grimm JW, Harkness JH, Ratliff C, Barnes J, North K, Collins S. Effects of systemic or nucleus accumbens-directed dopamine D1 receptor antagonism on sucrose seeking in rats. Psychopharmacology. 2011;216:219–33.
Counotte DS, Schiefer C, Shaham Y, O’Donnell P. Time-dependent decreases in nucleus accumbens AMPA/NMDA ratio and incubation of sucrose craving in adolescent and adult rats. Psychopharmacology. 2014;231:1675–84.
Le Moine C, Bloch B. Expression of the D3 dopamine receptor in peptidergic neurons of the nucleus accumbens: comparison with the D1 and D2 dopamine receptors. Neuroscience. 1996;73:131–43.
Xi ZX, Li X, Li J, Peng XQ, Song R, Gaál J, et al. Blockade of dopamine D3 receptors in the nucleus accumbens and central amygdala inhibits incubation of cocaine craving in rats. Addict Biol. 2013;18:665–77.
Fuchs RA, Lasseter HC, Ramirez DR, Xie X. Relapse to drug seeking following prolonged abstinence: the role of environmental stimuli. Drug Discov Today Dis Models. 2008;5:251–58.
Conrad KL, Tseng KY, Uejima JL, Reimers JM, Heng LJ, Shaham Y, et al. Formation of accumbens GluR2-lacking AMPA receptors mediates incubation of cocaine craving. Nature. 2008;454:118–21.
Loweth JA, Scheyer AF, Milovanovic M, LaCrosse AL, Flores-Barrera E, Werner CT, et al. Synaptic depression via mGluR1 positive allosteric modulation suppresses cue-induced cocaine craving. Nat Neurosci. 2014;17:73–80.
Kawa AB, Hwang EK, Funke JR, Zhou H, Costa-Mattioli M, Wolf ME. Positive allosteric modulation of mGlu1 reverses cocaine-induced behavioral and synaptic plasticity through the integrated stress response and oligophrenin-1. Biol Psychiatry. 2022;92:871–79.
Stuber GD, Sparta DR, Stamatakis AM, van Leeuwen WA, Hardjoprajitno JE, Cho S, et al. Excitatory transmission from the amygdala to nucleus accumbens facilitates reward seeking. Nature. 2011;475:377–80.
Nicola SM, Surmeier J, Malenka RC. Dopaminergic modulation of neuronal excitability in the striatum and nucleus accumbens. Annu Rev Neurosci. 2000;23:185–215.
Sun X, Milovanovic M, Zhao Y, Wolf ME. Acute and chronic dopamine receptor stimulation modulates AMPA receptor trafficking in nucleus accumbens neurons cocultured with prefrontal cortex neurons. J Neurosci. 2008;28:4216–30.
O’Donnell P. Dopamine gating of forebrain neural ensembles. Eur J Neurosci. 2003;17:429–35.
Tseng KY, Snyder-Keller A, O’Donnell P. Dopaminergic modulation of striatal plateau depolarizations in corticostriatal organotypic cocultures. Psychopharmacology. 2007;191:627–40.
Flores-Barrera E, Vizcarra-Chacón BJ, Bargas J, Tapia D, Galarraga E. Dopaminergic modulation of corticostriatal responses in medium spiny projection neurons from direct and indirect pathways. Front Syst Neurosci. 2011;5:15.
Dobbs LK, Kaplan AR, Lemos JC, Matsui A, Rubinstein M, Alvarez VA. Dopamine regulation of lateral inhibition between striatal neurons gates the stimulant actions of cocaine. Neuron. 2016;90:1100–13.
Witten IB, Lin SC, Brodsky M, Prakash R, Diester I, Anikeeva P, et al. Cholinergic interneurons control local circuit activity and cocaine conditioning. Science. 2010;330:1677–81.
Alburges ME, Hunt ME, McQuade RD, Wamsley JK. D1-receptor antagonists: comparison of [3H]SCH39166 to [3H]SCH23390. J Chem Neuroanat. 1992;5:357–66.
McQuade RD, Duffy RA, Coffin VL, Chipkin RE, Barnett A. In vivo binding of SCH 39166: a D-1 selective antagonist. J Pharm Exp Ther. 1991;257:42–9.
Grundt P, Husband SLJ, Luedtke RR, Taylor M, Newman AH. Analogues of the dopamine D2 receptor antagonist L741,626: binding, function, and SAR. Bioorg Med Chem Lett. 2007;17:745–49.
Kulagowski JJ, Broughton HB, Curtis NR, Mawer IM, Ridgill MP, Baker R, et al. 3-((4-(4-Chlorophenyl)piperazin-1-yl)-methyl)-1H-pyrrolo-2,3-b-pyridine: an antagonist with high affinity and selectivity for the human dopamine D4 receptor. J Med Chem. 1996;39:1941–2.
Papp M, Gruca P, Lason-Tyburkiewicz M, Litwa E, Niemczyk M, Tota-Glowczyk K, et al. Dopaminergic mechanisms in memory consolidation and antidepressant reversal of a chronic mild stress-induced cognitive impairment‘. Psychopharmacology. 2017;234:2571–85.
Werner CT, Stefanik MT, Milovanovic M, Caccamise A, Wolf ME. Protein translation in the nucleus accumbens is dysregulated during cocaine withdrawal and required for expression of incubation of cocaine craving. J Neurosci. 2018;38:2683–97.
Christian DT, Stefanik MT, Bean LA, Loweth JA, Wunsch AM, Funke JR, et al. GluN3-containing NMDA receptors in the rat nucleus accumbens core contribute to incubation of cocaine craving. J Neurosci. 2021;41:8262–77.
Acknowledgements
We thank Dr. John Williams for providing the GRAB_DA2m virus, Dr. Rajtarun Madangopal for assistance with MedPC code and python code, Dr. Venus Sherathiya for assistance with GuPPy, and Randall Olson for assistance with MATLAB code.
Funding
F31 DA057063 to SJW (as well as support from T32 DA007262); K99-R00 DA057360 to ABK; DA049930 and OHSU startup funds to MEW.
Author information
Authors and Affiliations
Contributions
SJW and MEW developed the experiments and wrote the manuscript. SJW, ABK, MMB, HMK, ALM, JGW, LMK, and CDM conducted the experiments. AMW provided input on fiber photometry.
Corresponding author
Ethics declarations
Competing interests
MEW and OHSU have a financial interest in Eleutheria Pharmaceuticals LLC, a company that may have a commercial interest in results related to the research described herein. This potential conflict of interest has been reviewed and managed by OHSU. Wolf also serves as a Consultant for the University of Texas-Austin and has received compensation. The other authors declare no competing interests.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Weber, S.J., Kawa, A.B., Beutler, M.M. et al. Dopamine transmission at D1 and D2 receptors in the nucleus accumbens contributes to the expression of incubation of cocaine craving. Neuropsychopharmacol. (2024). https://doi.org/10.1038/s41386-024-01992-2
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41386-024-01992-2