Cocaine-induced changes in behaviour and DNA methylation in rats are influenced by inter-individual differences in spontaneous exploratory activity
Abstract
Background: Individual differences in behavioural traits influence susceptibility to addictive disorders. Drug addiction involves changes in gene expression, proposed to occur via DNA methylation (DNAm). Aims: To investigate DNAm changes in reward-related brain structures (nucleus accumbens (NAc), lateral habenula (LHb)) in response to cocaine exposure in rats differing in spontaneous exploratory activity. Methods: Rats were observed in the exploration box and categorised as high- (HE) or low explorers (LE). Rats were administered vehicle or cocaine (12 mg/kg, i.p.) for 7 days, followed by a 14-day withdrawal period and cocaine challenge (7 mg/kg); horizontal locomotor activity was recorded. Brain tissue was dissected after 24 h; we analysed messenger RNA (mRNA) and activity levels of epigenetic DNA modifiers (DNMTs and TETs) as well as mRNA and promoter methylation levels at selected genes previously linked to addictive behaviours. Results: The cocaine challenge dose stimulated locomotor activity in both LE- and HE rats only when administered after a repeated cocaine schedule, suggesting development of behavioural sensitisation. Quantitative polymerase chain reaction analyses demonstrated higher basal expression of Dnmt3a, Tet2 and Tet3 in the LHb of HE- vs. LE rats, and we observed differential effects of cocaine exposure on the expression and activity of epigenetic DNA modifiers in the NAc and LHb of HE- and LE rats. Furthermore, cocaine exposure differentially altered promoter methylation levels of A 2A R, Ppp1cc, and Taar7b in the NAc and LHb of HE- and LE rats. Conclusions: DNAm might play a role in the HE- and LE phenotypes as well as mediate behavioural effects of LE- and HE rats in response to drugs of abuse.
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Drug-independent changes in addiction vulnerability triggered by adverse childhood experiences or other environmental factors might have also contributed to the epigenetic modifications reported in individuals with SUDs.
“However, drug- independent changes in addiction vulner ability triggered by adverse childhood experiences or other environ mental factors might have also contributed to the epigenetic modifi cations reported in individuals with SUDs 120 .”
From Substance use disorders: a comprehensive update of classification, epidemiology, neurobiology, clinical aspects, treatment and prevention (2023) · cites this paper as [120]
Cites
The Rat Brain in Stereotaxic Coordinates
Paxinos, G., & Watson, C. (1983) · Elsevier eBooks · doi:10.1016/c2009-0-63235-9 · Cited by 28,585 · see citing works
Analyzing real-time PCR data by the comparative CT method
Schmittgen, T. D., & Livak, K. J. (2008) · Nature Protocols · doi:10.1038/nprot.2008.73 · Cited by 26,190 · see citing works
The neural basis of drug craving: An incentive-sensitization theory of addiction
Robinson, T. (1993) · Brain Research Reviews · doi:10.1016/0165-0173(93)90013-p · Cited by 7,346 · see citing works
Okano, M., Bell, D. W., Haber, D. A., & Li, E. (1999) · Cell · doi:10.1016/s0092-8674(00)81656-6 · Cited by 6,143 · see citing works
DNA methylation and its basic function
Moore, L. D., Le, T., & Fan, G. (2013) · Neuropsychopharmacology · doi:10.1038/npp.2012.112 · Cited by 4,906 · see citing works
Tet proteins can convert 5-methylcytosine to 5-formylcytosine and 5-carboxylcytosine
Ito, S., Shen, L., Dai, Q., Wu, S. C., Collins, L. B., Swenberg, J. A., He, C., & Zhang, Y. (2011) · Science · doi:10.1126/science.1210597 · Cited by 3,451 · see citing works
The Nuclear DNA Base 5-Hydroxymethylcytosine Is Present in Purkinje Neurons and the Brain
Kriaucionis, S., & Heintz, N. (2009) · Science · doi:10.1126/science.1169786 · Cited by 2,700 · cited 1× · see citing works
“In addition, it has been demonstrated that ten-eleven translocation enzymes (Tet1–3) are able to catalyse the addition of the hydroxyl group onto the methyl group of 5-mC to form 5-hydroxymethylcytosine (5-hmC), therefore participating in active DNA demethylation (Ito et al., 2011; Kriaucionis and Heitz, 2009).”
BackgroundEUKARYOTIC CYTOSINE METHYLTRANSFERASES
Goll, M. G., & Bestor, T. H. (2005) · Annual Review of Biochemistry · doi:10.1146/annurev.biochem.74.010904.153721 · Cited by 2,066 · see citing works
Chromatin modification and epigenetic reprogramming in mammalian development
Li, E. (2002) · Nature Reviews Genetics · doi:10.1038/nrg887 · Cited by 1,900 · see citing works
Factors That Predict Individual Vulnerability to Amphetamine Self-Administration
Piazza, P. V., Deminière, J.-M., Moal, M. L., & Simon, H. (1989) · Science · doi:10.1126/science.2781295 · Cited by 1,355 · see citing works
Lateral habenula as a source of negative reward signals in dopamine neurons
Matsumoto, M., & Hikosaka, O. (2007) · Nature · doi:10.1038/nature05860 · Cited by 1,292 · see citing works
A circuitry model of the expression of behavioral sensitization to amphetamine-like psychostimulants
Pierce, R. C., & Kalivas, P. W. (1997) · Brain Research Reviews · doi:10.1016/s0165-0173(97)00021-0 · Cited by 1,239 · see citing works
Dnmt3a regulates emotional behavior and spine plasticity in the nucleus accumbens
LaPlant, Q., Vialou, V., Covington, H. E., Dumitriu, D., Feng, J., Warren, B. L., Maze, I., Dietz, D. M., Watts, E. L., Iñiguez, S. D., et al. (2010) · Nature Neuroscience · doi:10.1038/nn.2619 · Cited by 612 · see citing works
Epigenetic mechanisms of drug addiction
Nestler, E. J. (2013) · Neuropharmacology · doi:10.1016/j.neuropharm.2013.04.004 · Cited by 458 · see citing works
Sensitive enzymatic quantification of 5-hydroxymethylcytosine in genomic DNA
Szwagierczak, A., Bultmann, S., Schmidt, C. S., Spada, F., & Leonhardt, H. (2010) · Nucleic Acids Research · doi:10.1093/nar/gkq684 · Cited by 433 · see citing works
Volkow, N. D., Wang, G.-J., Fowler, J. S., Logan, J., Gatley, S. J., Gifford, A., Hitzemann, R., Ding, Y.-S., & Pappas, N. (1999) · American Journal of Psychiatry · doi:10.1176/ajp.156.9.1440 · Cited by 406 · see citing works
Volkow, N. D., Wang, G.-J., Fowler, J. S., Hitzemann, R., Angrist, B., Gatley, S. J., Logan, J., Ding, Y.-S., & Pappas, N. (1999) · American Journal of Psychiatry · doi:10.1176/ajp.156.1.19 · Cited by 405 · see citing works
Dynamic expression of de novo DNA methyltransferases Dnmt3a and Dnmt3b in the central nervous system
Feng, J., Chang, H., Li, E., & Fan, G. (2005) · Journal of Neuroscience Research · doi:10.1002/jnr.20404 · Cited by 401 · see citing works
Brain DA D2 receptors predict reinforcing effects of stimulants in humans: Replication study
Volkow, N. D., Wang, G., Fowler, J. S., Thanos, P., Logan, J., Gatley, S. J., Gifford, A. J., Ding, Y., Wong, C., & Pappas, N. R. (2002) · Synapse · doi:10.1002/syn.10137 · Cited by 275 · see citing works
DNA Methylation Regulates Cocaine-Induced Behavioral Sensitization in Mice
Anier, K., Malinovskaja, K., Aonurm‐Helm, A., Zharkovsky, A., & Kalda, A. (2010) · Neuropsychopharmacology · doi:10.1038/npp.2010.128 · Cited by 214 · see citing works
Self-citationJhou, T. C., Good, C. H., Rowley, C. S., Xu, S., Wang, H., Burnham, N. W., Hoffman, A. F., Lupica, C. R., & Ikemoto, S. (2013) · Journal of Neuroscience · doi:10.1523/jneurosci.3634-12.2013 · Cited by 198 · see citing works
The lateral habenula in addiction and depression: an anatomical, synaptic and behavioral overview
Lecca, S., Meye, F. J., & Mameli, M. (2014) · European Journal of Neuroscience · doi:10.1111/ejn.12480 · Cited by 196 · see citing works
Tet3 regulates synaptic transmission and homeostatic plasticity via DNA oxidation and repair
Yu, H., Su, Y., Shin, J., Zhong, C., Guo, J. U., Weng, Y., Gao, F., Geschwind, D. H., Coppola, G., Ming, G., et al. (2015) · Nature Neuroscience · doi:10.1038/nn.4008 · Cited by 194 · see citing works
Individual differences in locomotor activity and sensitization
Hooks, M. S., Jones, G. H., Smith, A. D., Neill, D. B., & Justice, J. B. (1991) · Pharmacology Biochemistry and Behavior · doi:10.1016/0091-3057(91)90308-o · Cited by 191 · see citing works
Role of Tet1 and 5-hydroxymethylcytosine in cocaine action
Feng, J., Shao, N., Szulwach, K. E., Vialou, V., Huynh, J. L., Zhong, C., Le, T. T., Ferguson, D., Cahill, M. E., Li, Y., et al. (2015) · Nature Neuroscience · doi:10.1038/nn.3976 · Cited by 175 · see citing works
Drugs and addiction: an introduction to epigenetics
Wong, C. C. Y., Mill, J. S., & Fernandes, C. (2010) · Addiction · doi:10.1111/j.1360-0443.2010.03321.x · Cited by 159 · see citing works
Role of DNA Methylation in the Nucleus Accumbens in Incubation of Cocaine Craving
Massart, R., Barnea, R., Dikshtein, Y., Suderman, M. J., Meir, O., Hallett, M. T., Kennedy, P., Nestler, E. J., Moshe Szyf, A., & Yadid, G. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.3053-14.2015 · Cited by 150 · see citing works
Friedman, A., Lax, E., Dikshtein, Y., Abraham, L., Flaumenhaft, Y., Sudai, E., Ben‐Tzion, M., Ami-Ad, L., Yaka, R., & Yadid, G. (2010) · Neuropharmacology · doi:10.1016/j.neuropharm.2010.06.008 · Cited by 145 · see citing works
CDKL5 is a brain MeCP2 target gene regulated by DNA methylation
Carouge, D., Host, L., Aunis, D., Zwiller, J., & Anglard, P. (2010) · Neurobiology of Disease · doi:10.1016/j.nbd.2010.02.014 · Cited by 106 · see citing works
Wright, K. N., Hollis, F., Duclot, F., Dossat, A. M., Strong, C. E., Francis, T. C., Mercer, R., Feng, J., Dietz, D., Lobo, M. K., et al. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.5227-14.2015 · Cited by 103 · see citing works
Mällo, T., O’Leary, A., Kõiv, K., Tõnissaar, M., Eller, M., & Harro, J. (2006) · Behavioural Brain Research · doi:10.1016/j.bbr.2006.11.022 · Cited by 98 · see citing works
Self-citationTian, W., Zhao, M., Li, M., Song, T., Zhang, M., Li, Q., Li, S., & Sun, Z. S. (2012) · PLoS ONE · doi:10.1371/journal.pone.0033435 · Cited by 98 · see citing works
Harro, J., Oreland, L., Vasar, E., & Bradwejn, J. (1995) · European Neuropsychopharmacology · doi:10.1016/0924-977x(95)80003-k · Cited by 92 · see citing works
Self-citationCocaine-evoked negative symptoms require AMPA receptor trafficking in the lateral habenula
Meye, F. J., Valentinova, K., Lecca, S., Marion‐Poll, L., Maroteaux, M. J., Musardo, S., Moutkine, I., Gardoni, F., Huganir, R. L., Georges, F. E., et al. (2015) · Nature Neuroscience · doi:10.1038/nn.3923 · Cited by 90 · see citing works
Filip, M., Frankowska, M., Zaniewska, M., Przegaliński, E., Müller, C. E., Agnati, L. F., Franco, R., Roberts, D. C. S., & Fuxé, K. (2006) · Brain Research · doi:10.1016/j.brainres.2006.01.038 · Cited by 87 · see citing works
Maternal separation is associated with DNA methylation and behavioural changes in adult rats
Anier, K., Malinovskaja, K., Pruus, K., Aonurm‐Helm, A., Zharkovsky, A., & Kalda, A. (2013) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2013.07.012 · Cited by 82 · see citing works
Self-citationThe Role of Adenosine Receptors in Psychostimulant Addiction
Ballesteros-Yáñez, I., Castillo, C. A., Merighi, S., & Gessi, S. (2018) · Frontiers in Pharmacology · doi:10.3389/fphar.2017.00985 · Cited by 80 · see citing works
The ‘de novo’ DNA methyltransferase Dnmt3b compensates the Dnmt1-deficient intestinal epithelium
Elliott, E. N., Sheaffer, K. L., & Kaestner, K. H. (2016) · eLife · doi:10.7554/elife.12975 · Cited by 68 · see citing works
Harro, J. (2009) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2009.11.006 · Cited by 59 · see citing works
Self-citationBodetto, S. P., Carouge, D., Fonteneau, M., Dietrich, J., Zwiller, J., & Anglard, P. (2013) · Neuropharmacology · doi:10.1016/j.neuropharm.2013.05.005 · Cited by 59 · see citing works
O’Leary, A., Eller, M., Herm, L., Rinken, A., & Harro, J. (2006) · Brain Research · doi:10.1016/j.brainres.2006.10.075 · Cited by 54 · see citing works
Self-citationAnier, K., Zharkovsky, A., & Kalda, A. (2013) · The International Journal of Neuropsychopharmacology · doi:10.1017/s1461145713000394 · Cited by 52 · see citing works
Self-citationO’Leary, A., Kõiv, K., Hinsley, T. A., Brass, A., & Harro, J. (2009) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2009.09.005 · Cited by 47 · see citing works
Self-citationEffect of chronic heroin and cocaine administration on global DNA methylation in brain and liver
Fragou, D., Zanos, P., Kouidou, S., Njau, S. N., Kitchen, I., Bailey, A., & Kovatsi, L. (2013) · Toxicology Letters · doi:10.1016/j.toxlet.2013.01.022 · Cited by 45 · see citing works
Lateral Habenula Involvement in Impulsive Cocaine Seeking
Zapata, A. G., Hwang, E.-K., & Lupica, C. R. (2016) · Neuropsychopharmacology · doi:10.1038/npp.2016.286 · Cited by 42 · see citing works
O’Leary, A., Seeman, P. M., Kõiv, K., Eller, M., & Harro, J. (2009) · Synapse · doi:10.1002/syn.20620 · Cited by 34 · see citing works
Self-citationCharacterization of rat exploratory behavior using the exploration box test.
Otter, M.-H., Matto, V., Söukand, R., et al. (1997) · PubMed · Cited by 34 · see citing works
Cocaine-induced epigenetic DNA modification in mouse addiction-specific and non-specific tissues
Anier, K., Urb, M., Kipper, K., Herodes, K., Timmusk, T., Zharkovsky, A., & Kalda, A. (2018) · Neuropharmacology · doi:10.1016/j.neuropharm.2018.06.036 · Cited by 34 · see citing works
Self-citationNielsen, D. A., Huang, W., Hamon, S., Maili, L., Witkin, B. M., Fox, R. G., Cunningham, K. A., & Moeller, F. G. (2012) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2012.00060 · Cited by 33 · see citing works
Association of genetic ancestry with striatal dopamine D2/D3 receptor availability
Wiers, C. E., Towb, P., Hodgkinson, C. A., Shen, P.-H., Freeman, C. R., Miller, G., Lindgren, E., Kojori, E. S., Demiral, Ş. B., Kim, S. W., et al. (2017) · Molecular Psychiatry · doi:10.1038/mp.2017.208 · Cited by 30 · see citing works
Mällo, T., Kõiv, K., Koppel, I., et al. (2007) · Brain Research · doi:10.1016/j.brainres.2007.11.041 · Cited by 27 · see citing works
Saad, L., Sartori, M., Bodetto, S. P., Romieu, P., Kalsbeek, A., Zwiller, J., & Anglard, P. (2019) · Molecular Neurobiology · doi:10.1007/s12035-018-1453-6 · Cited by 22 · see citing works
The epigenetic basis of individuality
Sweatt, J. D. (2018) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2018.06.009 · Cited by 16 · see citing works
Urb, M., Niinep, K., Matsalu, T., Kipper, K., Herodes, K., Zharkovsky, A., Timmusk, T., Anier, K., & Kalda, A. (2019) · Addiction Biology · doi:10.1111/adb.12720 · Cited by 16 · see citing works
Self-citationShelton, K., Bogyo, K., Schick, T., & Ettenberg, A. (2016) · Behavioural Brain Research · doi:10.1016/j.bbr.2016.05.002 · Cited by 13 · see citing works
Raudkivi, K., O’Leary, A., Leito, I., & Harro, J. (2015) · Pharmacological Reports · doi:10.1016/j.pharep.2015.02.002 · Cited by 7 · see citing works
Self-citation
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Volkow, N. D., & Blanco, C. (2023) · World psychiatry · doi:10.1002/wps.21073 · Cited by 503 · see citing works
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Kaplan, G., Xu, H., Abreu, K., & Feng, J. (2022) · Frontiers in Genetics · doi:10.3389/fgene.2022.806685 · Cited by 34 · see citing works
- Authors
- Vaher, K., Anier, K., Jürgenson, M., Harro, J., & Kalda, A.
- Affiliations
- University of Tartu (EE)
- Corresponding author
- Kalda, Anti
- Venue
- Journal of Psychopharmacology
- Publisher
- SAGE Publications
- Published
- 2020-04-27
- Volume
- 34
- Issue
- 6
- Pages
- 680-692
- ISSN
- 0269-8811 (ISSN-L)
- 1461-7285
- OpenAlex
- W3018157131
- Cited by
- 12
- References
- 56
- Citations by year
- 2025: 1 · 2024: 3 · 2023: 3 · 2022: 3 · 2021: 1 · 2020: 1
- FWCI
- 0.92
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Psychopharmacology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- eesti teadusagentuur (PUT1686 and IUT20-40)
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neuropharmacology Research
- Keywords
- cocaine, DNA methylation, individual differences, nucleus accumbens, lateral habenula, behavioral sensitization, DNMT3A, TET2, TET3, promoter methylation, adenosine A2A receptor, PPP1CC, drug addiction, locomotor activity, cocaine withdrawal
- MeSH terms
- Animals, Behavior, Animal, Cocaine, Exploratory Behavior, Locomotion, Male, Nucleus Accumbens, Promoter Regions, Genetic, Rats, Wistar, DNA Methylation, Habenula, Cocaine-Related Disorders, Rats
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