Imaging dopamine transmission in cocaine dependence: link between neurochemistry and response to treatment
Open accessAbstract
OBJECTIVE: Previous research has shown that dopamine signaling in the limbic striatum is crucial for selecting adaptive, motivated behavior and that disrupted dopamine transmission is associated with impulsive and maladaptive behavior. In humans, positron emission tomography (PET) imaging studies have shown that cocaine dependence is associated with the dysregulation of striatal dopamine signaling, which is linked to cocaine-seeking behavior. The goal of the present study was to investigate whether this association applies to the treatment setting. The authors hypothesized that dopamine signaling in the limbic striatum would be associated with response to a behavioral treatment that uses positive reinforcement to replace impulsive cocaine use with constructive personal goals. METHOD: Prior to treatment, cocaine-dependent subjects underwent two PET scans using [(11)C]raclopride, before and after the administration of a stimulant (methylphenidate), for measurement of striatal dopamine D(2/3) receptor binding and presynaptic dopamine release. RESULTS: Both of the outcome measures were lower in the volunteers who did not respond to treatment than in those who experienced a positive treatment response. CONCLUSIONS: These findings provide insight into the neurochemistry of treatment response and show that low dopamine transmission is associated with treatment failure. In addition, these data suggest that the combination of behavioral treatment with methods that increase striatal dopamine signaling might serve as a therapeutic strategy for cocaine dependence.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Cocaine abuse is associated with decreased D2 receptor availability in the striatum compared with controls, first reported in 1990 and confirmed by later studies.
“The first report was in 1990, where a study showed that cocaine abuse was associated with a decrease in D2 receptor availability in the striatum compared to controls (Volkow et al, 1990), and has been followed by a series of studies confirming this observation”
From Imaging addiction: D2 receptors and dopamine signaling in the striatum as biomarkers for impulsivity (2014) · cites this paper as Martinez et al., 2011
In both studies, treatment responders did not differ from controls in measures of D2 receptor levels or dopamine release.
“Importantly, in both studies the subjects who responded to treatment did not differ from the control group in measures of D2 receptors levels or dopamine release.”
From Imaging addiction: D2 receptors and dopamine signaling in the striatum as biomarkers for impulsivity (2014) · cites this paper as Martinez et al., 2011
Higher dopamine transmission and D2-dependent dopamine signaling in the nucleus accumbens are associated with greater willingness to work for larger but more effortful rewards.
“In other words, higher dopamine transmission and D2-dependent dopamine signaling in the nucleus accumbens are associated with greater willingness to work for larger but more effortful rewards, while lower dopamine and D2 receptor activity shifts animal’s choice towards less effortful and smaller immediate rewards (Figure 2).”
From Imaging addiction: D2 receptors and dopamine signaling in the striatum as biomarkers for impulsivity (2014) · cites this paper as Martinez et al., 2011
Treatment-seeking cocaine-dependent subjects with higher D2 receptor levels and higher dopamine release in the ventral striatum responded to contingency management treatment, while those with lower levels did not.
“The results showed that the cocaine-abusing subjects with higher D2 receptor levels and higher dopamine release in the ventral striatum responded to treatment, while those with lower levels did not (Martinez et al., 2011).”
From Imaging addiction: D2 receptors and dopamine signaling in the striatum as biomarkers for impulsivity (2014) · cites this paper as Martinez et al., 2011
In cocaine abusers, treatment responders had higher socioeconomic status than relapsers and did not differ from controls.
“the subjects who responded to treatment had a higher socioeconomic status compared to those who relapsed (Barratt Simplified Measure of Social Status: treatment responders 34.1 ± 9.2; non-responders 27.1 ± 4.5, p = 0.01), and actually did not differ from the control group (34.8 ± 7.9, p = 0.8).”
From Imaging addiction: D2 receptors and dopamine signaling in the striatum as biomarkers for impulsivity (2014) · cites this paper as Martinez et al., 2011
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Simplified Reference Tissue Model for PET Receptor Studies
Lammertsma, A. A., & Hume, S. P. (1996) · NeuroImage · doi:10.1006/nimg.1996.0066 · Cited by 2,025 · see citing works
Breier, A., Su, T.-P., Saunders, R., Carson, R. E., Kolachana, B. S., de Bartolomeis, A., Weinberger, D. R., Weisenfeld, N., Malhotra, A. K., Eckelman, W. C., et al. (1997) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.94.6.2569 · Cited by 1,154 · see citing works
Imaging dopamine's role in drug abuse and addiction
Volkow, N. D., Fowler, J. S., Wang, G. J., Baler, R., & Telang, F. (2009) · Neuropharmacology · doi:10.1016/j.neuropharm.2008.05.022 · Cited by 988 · see citing works
Cortico-Basal Ganglia Reward Network: Microcircuitry
Sesack, S. R., & Grace, A. A. (2010) · Neuropsychopharmacology · doi:10.1038/npp.2009.93 · Cited by 985 · see citing works
Laruelle, M. (2000) · Journal of Cerebral Blood Flow & Metabolism · doi:10.1097/00004647-200003000-00001 · Cited by 944 · see citing works
Volkow, N. D., Fowler, J. S., Wang, G., Hitzemann, R., Logan, J., Schlyer, D. J., Dewey, S. L., & Wolf, A. P. (1993) · Synapse · doi:10.1002/syn.890140210 · Cited by 924 · see citing works
Impulsive choice induced in rats by lesions of the nucleus accumbens core
Cardinal, R. N., Pennicott, D. R., Lakmali, C., Sugathapala, Robbins, T. W., & Everitt, B. J. (2001) · Science · doi:10.1126/science.1060818 · Cited by 923 · see citing works
Decreased striatal dopaminergic responsiveness in detoxified cocaine-dependent subjects
Volkow, N. D., Wang, G.-J., Fowler, J. S., Logan, J., Gatley, S. J., Hitzemann, R., Chen, A. D., Dewey, S. L., & Pappas, N. (1997) · Nature · doi:10.1038/386830a0 · Cited by 854 · see citing works
Incentives Improve Outcome in Outpatient Behavioral Treatment of Cocaine Dependence
Higgins, S. T. (1994) · Archives of General Psychiatry · doi:10.1001/archpsyc.1994.03950070060011 · Cited by 806 · see citing works
Addictive Drugs and Brain Stimulation Reward
Wise, R. A. (1996) · Annual Review of Neuroscience · doi:10.1146/annurev.ne.19.030196.001535 · Cited by 792 · see citing works
Volkow, N. D., Wang, G.-J., Fowler, J. S., Logan, J., Gerasimov, M., Maynard, L., Ding, Y.-S., Gatley, S. J., Gifford, A., & Franceschi, D. (2001) · The Journal of Neuroscience · doi:10.1523/jneurosci.21-02-j0001.2001 · Cited by 770 · see citing works
Social dominance in monkeys: dopamine D2 receptors and cocaine self-administration
Morgan, D., Grant, K. A., Gage, H. D., Mach, R. H., Kaplan, J. R., Prioleau, O., Nader, S. H., Buchheimer, N., Ehrenkaufer, R. L., & Nader, M. A. (2002) · Nature Neuroscience · doi:10.1038/nn798 · Cited by 674 · see citing works
Martinez, D., Slifstein, M., Broft, A., Mawlawi, O., Hwang, D.-R., Huang, Y., Cooper, T., Kegeles, L., Zarahn, E., Abi-Dargham, A., et al. (2003) · Journal of Cerebral Blood Flow & Metabolism · doi:10.1097/01.wcb.0000048520.34839.1a · Cited by 569 · see citing works
Self-citationMawlawi, O., Martinez, D., Slifstein, M., Broft, A., Chatterjee, R., Hwang, D.-R., Huang, Y., Simpson, N., Ngo, K., Van Heertum, R., et al. (2001) · Journal of Cerebral Blood Flow & Metabolism · doi:10.1097/00004647-200109000-00002 · Cited by 525 · see citing works
Self-citationSilverman, K., Higgins, S., Brooner, R., Montoya, I., Cone, E. J., Schuster, C. R., & Preston, K. (1996) · Archives of General Psychiatry · doi:10.1001/archpsyc.1996.01830050045007 · Cited by 408 · see citing works
Dynorphin and the pathophysiology of drug addiction
Shippenberg, T. S., Zapata, A., & Chefer, V. I. (2007) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2007.06.011 · Cited by 387 · see citing works
Imaging endogenous dopamine competition with [<sup>11</sup>C]raclopride in the human brain
Volkow, N. D., Wang, G., Fowler, J. S., Logan, J., Schlyer, D., Hitzemann, R., Lieberman, J., Angrist, B., Pappas, N., MacGregor, R., et al. (1994) · Synapse · doi:10.1002/syn.890160402 · Cited by 379 · see citing works
Martinez, D., Narendran, R., Foltin, R. W., Slifstein, M., Hwang, D.-R., Broft, A., Huang, Y., Cooper, T. B., Fischman, M. W., Kleber, H. D., et al. (2007) · American Journal of Psychiatry · doi:10.1176/ajp.2007.164.4.622 · Cited by 351 · see citing works
Self-citationLimbic and cortical information processing in the nucleus accumbens
Goto, Y., & Grace, A. A. (2008) · Trends in Neurosciences · doi:10.1016/j.tins.2008.08.002 · Cited by 332 · see citing works
Overexpression of dopamine D2 receptors reduces alcohol self‐administration
Thanos, P. K., Volkow, N. D., Freimuth, P., Umegaki, H., Ikari, H., Roth, G., Ingram, D. K., & Hitzemann, R. (2001) · Journal of Neurochemistry · doi:10.1046/j.1471-4159.2001.00492.x · Cited by 324 · see citing works
Cue-Induced Brain Activity Changes and Relapse in Cocaine-Dependent Patients
Kosten, T. R., Scanley, B. E., Tucker, K. A., Oliveto, A. H., Prince, C. N., Sinha, R., Potenza, M. N., Skudlarski, P., & Wexler, B. E. (2005) · Neuropsychopharmacology · doi:10.1038/sj.npp.1300851 · Cited by 306 · see citing works
Martinez, D., Broft, A., Foltin, R. W., Slifstein, M., Hwang, D.-R., Huang, Y., Perez, A., Frankel, W. G., Cooper, T., Kleber, H. D., et al. (2004) · Neuropsychopharmacology · doi:10.1038/sj.npp.1300420 · Cited by 306 · see citing works
Self-citationThe Dopamine Hypothesis of Drug Addiction: Hypodopaminergic State
Melis, M., Spiga, S., & Diana, M. (2005) · International review of neurobiology · doi:10.1016/s0074-7742(05)63005-x · Cited by 271 · see citing works
Acetylcholine–Dopamine Interactions in the Pathophysiology and Treatment of CNS Disorders
Lester, D. B., Rogers, T. D., & Blaha, C. D. (2010) · CNS Neuroscience & Therapeutics · doi:10.1111/j.1755-5949.2010.00142.x · Cited by 260 · see citing works
Agonist-like, replacement pharmacotherapy for stimulant abuse and dependence
Grabowski, J. G., Shearer, J., Merrill, J., & Negus, S. S. (2004) · Addictive Behaviors · doi:10.1016/j.addbeh.2004.06.018 · Cited by 257 · see citing works
Community Reinforcement Therapy for Cocaine-Dependent Outpatients
Higgins, S. T., Sigmon, S. C., Wong, C. J., Heil, S. H., Badger, G. J., Donham, R., Dantona, R. L., & Anthony, S. (2003) · Archives of General Psychiatry · doi:10.1001/archpsyc.60.9.1043 · Cited by 205 · see citing works
Slifstein, M., & Laruelle, M. A. (2001) · Nuclear Medicine and Biology · doi:10.1016/s0969-8051(01)00214-1 · Cited by 204 · see citing works
Self-citationMartínez, D., Greene, K. A., Broft, A. I., Kumar, D. J. S., Liu, F., Narendran, R., Slifstein, M., Heertum, R. V., & Kleber, H. D. (2009) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2009.08121801 · Cited by 166 · see citing works
Self-citationD2R DNA transfer into the nucleus accumbens attenuates cocaine self-administration in rats
Thanos, P. K., Michaelides, M., Umegaki, H., & Volkow, N. D. (2008) · Synapse · doi:10.1002/syn.20523 · Cited by 143 · see citing works
Treatment Outcome Predictors for Cocaine Dependence
Poling, J. C., Kosten, T. R., & Sofuoglu, M. (2007) · The American Journal of Drug and Alcohol Abuse · doi:10.1080/00952990701199416 · Cited by 131 · see citing works
Levodopa pharmacotherapy for cocaine dependence: choosing the optimal behavioral therapy platform
Schmitz, J. M., Mooney, M. E., Moeller, F. G., Stotts, A. L., Green, C., & Grabowski, J. (2008) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2007.11.004 · Cited by 124 · see citing works
Cognition, commitment language, and behavioral change among cocaine-dependent patients.
Aharonovich, E., Amrhein, P. C., Bisaga, A. M., Nunes, E. V., & Hasin, D. S. (2008) · Psychology of Addictive Behaviors · doi:10.1037/a0012971 · Cited by 117 · see citing works
Self-citationWorking memory fMRI activation in cocaine-dependent subjects: Association with treatment response
Moeller, F. G., Steinberg, J. L., Schmitz, J. M., Ma, L., Liu, S., Kjome, K. L., Rathnayaka, N. S., Kramer, L. A., & Narayana, P. A. (2010) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2009.11.003 · Cited by 98 · see citing works
Decreasing Striatal 6-FDOPA Uptake with Increasing Duration of Cocaine Withdrawal
Wu, J. C. (1997) · Neuropsychopharmacology · doi:10.1016/s0893-133x(97)00089-4 · Cited by 93 · see citing works
Skinbjerg, M., Liow, J.-S., Seneca, N., Hong, J., Lu, S., Thorsell, A., Heilig, M., Pike, V. W., Halldin, C., Sibley, D. R., et al. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.01.055 · Cited by 86 · see citing works
Dean, A. C., London, E. D., Sugar, C. A., Ramirez, C. M., Swanson, A., Heinzerling, K. G., Kalechstein, A. D., & SHOPTAW, S. J. (2009) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2009.06.008 · Cited by 43 · see citing works
Logan, J., Fowler, J., Dewey, S., Volkow, N., & Gatley, S. (2001) · Journal of neural transmission · doi:10.1007/s007020170073 · Cited by 16 · see citing works
Ikoma, Y., Watabe, H., Hayashi, T., Miyake, Y., Teramoto, N., Minato, K., & Iida, H. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.05.099 · Cited by 16 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
The brain on drugs: from reward to addiction
Volkow, N. D., & Morales, M. (2015) · Cell · doi:10.1016/j.cell.2015.07.046 · Cited by 1,306 · see citing works
Fineberg, N. A., Chamberlain, S. R., Goudriaan, A. E., Stein, D. J., Vanderschuren, L. J. M. J., Gillan, C. M., Shekar, S., Gorwood, P. A. P. M., Voon, V., Morein-Zamir, S., et al. (2014) · CNS Spectrums · doi:10.1017/s1092852913000801 · Cited by 488 · see citing works
Ashok, A. H., Mizuno, Y., Volkow, N. D., & Howes, O. D. (2017) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2017.0135 · Cited by 330 · see citing works
The search for imaging biomarkers in psychiatric disorders
Abi-Dargham, A., & Horga, G. (2016) · Nature Medicine · doi:10.1038/nm.4190 · Cited by 311 · see citing works
Decreased dopamine activity predicts relapse in methamphetamine abusers
Wang, G. J., Smith, L., Volkow, N. D., Telang, F., Logan, J., Tomasi, D., Wong, C. T., Hoffman, W., Jayne, M., Alia-Klein, N., et al. (2012) · Molecular Psychiatry · doi:10.1038/mp.2011.86 · Cited by 214 · see citing works
Increasing dopamine D2 receptor expression in the adult nucleus accumbens enhances motivation
Trifilieff, P., Feng, B., Urizar, E., Winiger, V, Ward, R. D., Taylor, K. M., Martinez, D., Moore, H., Balsam, P. D., Simpson, E. H., et al. (2013) · Molecular Psychiatry · doi:10.1038/mp.2013.57 · Cited by 206 · see citing works
Boileau, I., Payer, D., Chugani, B., Lobo, D. S. S., Houle, S., Wilson, A. A., Warsh, J., Kish, S. J., & Zack, M. (2014) · Molecular Psychiatry · doi:10.1038/mp.2013.163 · Cited by 198 · see citing works
Boileau, I., Payer, D., Chugani, B., Lobo, D., Behzadi, A., Rusjan, P. M., Houle, S., Wilson, A. A., Warsh, J., Kish, S. J., et al. (2013) · Addiction · doi:10.1111/add.12066 · Cited by 190 · see citing works
Imaging addiction: D2 receptors and dopamine signaling in the striatum as biomarkers for impulsivity
Trifilieff, P., & Martinez, D. (2014) · Neuropharmacology · doi:10.1016/j.neuropharm.2013.06.031 · Cited by 171 · see citing works
Self-citationStriatal ups and downs: Their roles in vulnerability to addictions in humans
Leyton, M., & Vezina, P. (2013) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.01.018 · Cited by 165 · see citing works
Biomarkers in Substance Use Disorders
Volkow, N. D., Koob, G., & Baler, R. (2015) · ACS Chemical Neuroscience · doi:10.1021/acschemneuro.5b00067 · Cited by 141 · see citing works
Stimulant-induced dopamine increases are markedly blunted in active cocaine abusers
Volkow, N. D., Tomasi, D., Wang, G.-J., Logan, J., Alexoff, D. L., Jayne, M., Fowler, J. S., Wong, C., Yin, P., & Du, C. (2014) · Molecular Psychiatry · doi:10.1038/mp.2014.58 · Cited by 134 · see citing works
On Cue: Striatal Ups and Downs in Addictions
Leyton, M., & Vezina, P. (2012) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.04.036 · Cited by 53 · see citing works
Narendran, R., Lopresti, B. J., Martinez, D., Mason, N. S., Himes, M., May, M. A., Daley, D. C., Price, J. C., Mathis, C. A., & Frankle, W. G. (2012) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2011.11010126 · Cited by 53 · see citing works
Wiers, C. E., Shokri-Kojori, E., Cabrera, E., Cunningham, S., Wong, C., Tomasi, D., Wang, G.-J., & Volkow, N. D. (2016) · Neuroscience Letters · doi:10.1016/j.neulet.2016.01.056 · Cited by 41 · see citing works
- Authors
- Martinez, D., Carpenter, K. M., Liu, F., Slifstein, M., Broft, A., Friedman, A. C., Kumar, D., Van Heertum, R., Kleber, H. D., & Nunes, E.
- Affiliations
- From the Department of Psychiatry and the Department of Radiology, Columbia University College of Physicians and Surgeons, New York.
- Columbia University Irving Medical Center (US)
- Venue
- American Journal of Psychiatry
- Published
- 2011-06
- Volume
- 168
- Issue
- 6
- Pages
- 634-641
- ISSN
- 0002-953X (ISSN-L)
- 1535-7228
- PMC
- PMC3235735
- OpenAlex
- W2166790971
- Cited by
- 212
- References
- 38
- Citations by year
- 2026: 3 · 2025: 10 · 2024: 7 · 2023: 11 · 2022: 12 · 2021: 6 · 2020: 11 · 2019: 13 · 2018: 11 · 2017: 16 · 2016: 20 · 2015: 20 · 2014: 24 · 2013: 25 · 2012: 16
- FWCI
- 9.40
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- American Journal of Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Drug Abuse (K24DA022412, K02DA026525, R01DA020855)
- National Center for Research Resources (UL1RR024156)
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- cocaine dependence, dopamine signaling, limbic striatum, presynaptic dopamine release, treatment response, behavior therapy, positive reinforcement, methylphenidate, cocaine-seeking behavior, impulsivity, treatment failure
- MeSH terms
- Adult, Central Nervous System Stimulants, Corpus Striatum, Dopamine, Female, Humans, Male, Methylphenidate, Neurochemistry, Case-Control Studies, Treatment Outcome, Receptors, Dopamine D2, Cocaine-Related Disorders, Positron-Emission Tomography
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review