To the Editor:
Two recent papers report that problem gamblers exhibit altered striatal responses to cues that predict monetary reward, as compared with healthy controls. Significantly, however, in one study the activation was increased (1), whereas in the other it was decreased (2). We propose that this discrepancy could result from the fact that different types of cues were used. In the study by van Holst et al. (1), the cues were images of familiar playing cards. In comparison, Balodis et al. (2) used cues that consisted of text. One interpretation of these divergent results could be that in individuals with reward-seeking disturbances incentive processes become pathologically tied to a narrow set of stimuli. When the relevant cues are present, striatal activation is greater; when the cues are absent, it is blunted. Both changes are likely to be important.
In support of this interpretation, a review of the literature indicates that augmented striatal activation is observed consistently when familiar addiction-related cues are present. For example, in positron emission tomography (PET) [11C]raclopride studies, increased striatal dopamine responses have been observed to the following: 1) alcohol ingested by subjects at risk for alcoholism (3); 2) food stimuli in binge eaters (4); 3) a realistic gambling task in patients with severe pathological gambling (5); 4) familiar gambling cues plus L-3,4-dihydroxyphenylalanine (L-DOPA) in patients with comorbid Parkinson’s disease and pathological gambling (6); 5) L-DOPA medication in Parkinson’s patients exhibiting various impulse control problems (7,8); and 6) the undisguised administration of d-amphetamine pills to gamblers (9).
Functional magnetic resonance imaging studies also indicate that, compared with healthy controls, augmented striatal activation occurs in response to the following: 1) alcohol cues in heavy social drinkers (10)1 and abstinent alcoholics (11–14); 2) playing cards associated with monetary reward in problem gamblers (1); 3) the prospect of reward in high sensation-seeking adolescents (15) and subjects at a familial risk for alcoholism (16,17,18); 4) the Iowa Gambling Task in subjects at familial risk for alcoholism (19); and 5) the receipt of monetary reward in subjects with varying substance use disorders (20). Of note, these augmented responses might aggravate the clinical picture. For example, pathological gamblers who show a greater striatal dopamine release have higher clinical severity scores (5), greater difficulty restraining from gambling (9), and poorer performance scores on the Iowa Gambling Task (21,22).
In striking contrast to the above-mentioned findings, studies that tested subjects in the absence of addiction-related cues have found the opposite effects. Blunted striatal dopamine responses have been observed to stimulant drug challenges administered without drug cues in subjects at ultrahigh risk for substance use disorders (23), in patients with bulimia nervosa (24), and in those with current drug (25–28) and alcohol addictions (29,30).2 Again, these findings are paralleled by functional magnetic resonance imaging data. Blunted striatal activation occurred in response to the following: 1) pictures of food (31) and intravenous ethanol in heavy drinkers (32); 2) unfamiliar or otherwise neutral monetary reward cues in adolescent smokers (33), detoxified alcoholics (13,34) (cf [20]), subjects at risk for substance use disorders (16,35,36), and pathological gamblers (2,37) (cf [38,39]); and 3) the Balloon Analog Risk Task in patients with Parkinson’s disease and comorbid impulse control problems (40).3
Together these findings raise the possibility that the striatal translation of motivation to action is dependent on the cues presented. When familiar addiction-related cues are present, striatal activation is augmented; in their absence, it is not (41,42). Individuals who are especially sensitive to these cue-mediated effects might be particularly prone to addictions.
Footnotes
The authors report no biomedical financial interests or potential conflicts of interest.
Please also see associated correspondence, http://dx.doi.org/10.1016/j.biopsych.2012.06.016 and http://dx.doi.org/0.1016/j.biopsych.2012.06.017.
In a large study of heavy drinkers (n = 326), the greater the severity of alcohol use problems, the greater the alcohol cue-induced striatal activation (43).
The lower responses seen in subjects with a long history of severe substance abuse have been proposed to reflect multiple factors, including toxic drug effects and preexisting vulnerability traits. Whether the presence vs. absence of drug-related cues contributes to the blunted responses in these individuals will require further investigation.
In healthy subjects (individuals whose appetitive urges are not pathologically tied to a particular set of stimuli), tasks such as the Balloon Analog Risk Task and the Monetary Incentive Delay are thought to be good tests of representative responses to rewards. In gamblers or others with addictions or impulse control disorders, though, the cues in these tasks might become less salient and less able to activate the striatum. This progressive narrowing of stimuli that can potently activate the striatum might account for a wide range of motivational perturbations (41,42).
References
- 1.van Holst RJ, Veltman DJ, Büchel C, van den Brink W, Goudriaan AE. Distorted expectancy coding in problem gambling: is the addictive in the anticipation? Biol Psychiatry. 2012;71:741–748. doi: 10.1016/j.biopsych.2011.12.030. [DOI] [PubMed] [Google Scholar]
- 2.Balodis IM, Kober H, Worhunsky PD, Stevens MC, Pearlson GD, Potenza MN. Diminished frontostriatal activity during processing of monetary rewards and losses in pathological gambling. Biol Psychiatry. 2012;71:749–757. doi: 10.1016/j.biopsych.2012.01.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Setiawan E, Pihl RO, Casey KF, Dagher A, Benkelfat C, Leyton M. Canadian College of Neuropsychopharmacology. Ottawa, Ontario, Canada: 2010. May 14–17, Increased alcohol-induced dopamine release in subjects at risk for alcohol dependence: a PET [11C]raclopride study. 2010 (Abstract). [Google Scholar]
- 4.Wang GJ, Geliebter A, Volkow ND, Telang FW, Logan J, Jayne MC, et al. Enhanced striatal dopamine release during food stimulation in binge eating disorder. Obesity. 2011;19:1601–1608. doi: 10.1038/oby.2011.27. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Joutsa J, Johansson J, Niemela S, Ollikainen A, Hirvonen MH, Piepponen P, et al. Mesolimbic dopamine release is linked to symptom severity in pathological gambling. Neuroimage. 2012;60:1992–1999. doi: 10.1016/j.neuroimage.2012.02.006. [DOI] [PubMed] [Google Scholar]
- 6.Steeves TDL, Miyasaki J, Zurowski M, Lang AE, Pellecchia G, Van Eimeren T, et al. Increased striatal dopamine release in Parkinsonian patients with pathological gambling: a [11C]raclopride PET study. Brain. 2009;132:1376–1385. doi: 10.1093/brain/awp054. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Evans AH, Pavese N, Lawrence AD, Tai YF, Appel S, Doder M, et al. Compulsive drug use linked to sensitized ventral striatal dopamine transmission. Ann Neurol. 2006;59:852–858. doi: 10.1002/ana.20822. [DOI] [PubMed] [Google Scholar]
- 8.O’Sullivan SS, Wu K, Politis M, Lawrence AD, Evans AH, Bose SK, et al. Cue-induced striatal dopamine release in Parkinson’s disease-associated impulsive-compulsive behaviours. Brain. 2011;134(Pt 4):969–978. doi: 10.1093/brain/awr003. [DOI] [PubMed] [Google Scholar]
- 9.Payer D, Boileau I, Lobo D, Chugani B, Behzadi A, Wilson A, et al. Society of Biological Psychiatry. Philadelphia, Pennsylvania: 2012. May 3–5, Investigating dopamine function with [11C]raclopride and [11C]-(+)-PHNO PET. abstract, 434; 2012. [Google Scholar]
- 10.Ihssen N, Cox WM, Wiggett A, Fadardi JS, Linden DEJ. Differentiating heavy from light drinkers by neural responses to visual alcohol cues and other motivational stimuli. Cereb Cortex. 2011;21:1408–1415. doi: 10.1093/cercor/bhq220. [DOI] [PubMed] [Google Scholar]
- 11.Braus DF, Wrase J, Grüsser S, Hermann D, Ruf M, Flor H, et al. Alcohol-associated stimuli activate the ventral striatum in abstinent alcoholics. J Neural Transmiss. 2001;108:887–894. doi: 10.1007/s007020170038. [DOI] [PubMed] [Google Scholar]
- 12.Myrick H, Anton RF, Li X, Henderson S, Drobes D, Voronin K, George MS. Differential brain activity in alcoholics and social drinkers to alcohol cues: relationship to craving. Neuropsychopharmacology. 2004;29:393–402. doi: 10.1038/sj.npp.1300295. [DOI] [PubMed] [Google Scholar]
- 13.Wrase J, Schlagenhauf F, Kienast T, Wüstenberg T, Bermpohl F, Kahnt T, et al. Dysfunction of reward processing correlates with alcohol craving in detoxified alcoholics. Neuroimage. 2007;35:787–794. doi: 10.1016/j.neuroimage.2006.11.043. [DOI] [PubMed] [Google Scholar]
- 14.Grüsser SM, Wrase J, Klein S, Hermann D, Smolka MN, Ruf M, et al. Cue-induced activation of the striatum and medial prefrontal cortex is associated with subsequent relapse in abstinent alcoholics. Psychopharmacology. 2004;175:296–302. doi: 10.1007/s00213-004-1828-4. [DOI] [PubMed] [Google Scholar]
- 15.Bjork JM, Knutson B, Hommer DW. Incentive-elicited striatal activation in adolescent children of alcoholics. Addiction. 2008;103:1308–1319. doi: 10.1111/j.1360-0443.2008.02250.x. [DOI] [PubMed] [Google Scholar]
- 16.Andrews MM, Meda SA, Thomas AD, Potenza MN, Krystal JH, Worhunsky P, et al. Individuals family history positive for alcoholism show functional resonance imaging differences in reward sensitivity that are related to impulsivity factors. Biol Psychiatry. 2011;69:675–683. doi: 10.1016/j.biopsych.2010.09.049. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Kareken DA, Claus ED, Sabri M, Dzemidzic M, Kosobud AEK, Radnovich AJ, et al. Alcohol-related olfactory cues activate the nucleus accumbens and ventral tegmental area in high-risk drinkers: preliminary findings. Alcohol Clin Exp Res. 2004;28:550–557. doi: 10.1097/01.alc.0000122764.60626.af. [DOI] [PubMed] [Google Scholar]
- 18.Oberlin BG, Dzemidzic M, Bragulat V, Lehigh CA, Talavage T, O’Connor SJ, Kareken DA. Limbic responses to reward cues correlate with antisocial trait density in heavy drinkers. Neuroimage. 2012;60:644–652. doi: 10.1016/j.neuroimage.2011.12.043. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Acheson A, Robinson JL, Glahn DC, Lovallo WR, Fox PT. Differential activation of the anterior cingulate cortex and caudate nucleus during a gambling simulation in persons with a family history of alcoholism: studies from the Oklahoma Family Health Patterns Project. Drug Alcohol Depend. 2009;100:17–23. doi: 10.1016/j.drugalcdep.2008.08.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Bjork JM, Smith AR, Hommer DW. Striatal sensitivity to reward deliveries and omissions in substance dependent patients. Neuroimage. 2008;42:1609–1621. doi: 10.1016/j.neuroimage.2008.06.035. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Linnet J, Peterson E, Doudet DJ, Gjedde A, Moller A. Dopamine release in ventral striatum of pathological gamblers losing money. Acta Psychiatrica Scand. 2010;122:326–333. doi: 10.1111/j.1600-0447.2010.01591.x. [DOI] [PubMed] [Google Scholar]
- 22.Linnet J, Peterson E, Gjedde A, Doudet DJ. Inverse association between dopaminergic neurotransmission and Iowa Gambling Task performance in pathological gamblers and healthy controls. Scand J Psychol. 2011;52:28–34. doi: 10.1111/j.1467-9450.2010.00837.x. [DOI] [PubMed] [Google Scholar]
- 23.Casey KF, Benkelfat C, Cherkasova MV, Baker GB, Dagher A, Leyton M. Attenuated amphetamine-induced dopamine release in subjects at high familial risk for substance dependence. Meeting of the American College of Neuropsychopharmacology; December 5–9, 2010; Miami, Florida. 2010. (abstract) [Google Scholar]
- 24.Broft A, Shingleton R, Kaufman J, Liu F, Kumar D, Slifstein M, et al. Striatal dopamine in bulimia nervosa: a PET imaging study. Int J Eat Disorders. 2012;45:648–656. doi: 10.1002/eat.20984. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Volkow ND, Wang GJ, Fowler JS, Logan J, Gatley SJ, Hitzemann R, et al. Decreased striatal dopaminergic responsiveness in detoxified cocaine-dependent subjects. Nature. 1997;386:830–833. doi: 10.1038/386830a0. [DOI] [PubMed] [Google Scholar]
- 26.Martinez D, Narendran R, Foltin RW, Slifstein M, Hwang DR, Broft A, et al. Amphetamine-induced dopamine release: markedly blunted in cocaine dependence and predictive of the choice to self-administer cocaine. Am J Psychiatry. 2007;164:622–629. doi: 10.1176/ajp.2007.164.4.622. [DOI] [PubMed] [Google Scholar]
- 27.Martinez D, Carpenter KM, Liu F, Slifstein M, Broft A, Friedman AC, et al. Imaging dopamine transmission in cocaine dependence: link between neurochemistry and response to treatment. Am J Psychiatry. 2011;168:634–641. doi: 10.1176/appi.ajp.2010.10050748. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Martinez D, Saccone PA, Liu F, Slifstein M, Orlowska D, Grassetti A, et al. Deficits in dopamine D2 receptors and presynaptic dopamine in heroin dependence: commonalities and differences with other types of addiction. Biol Psychiatry. 2012;71:192–198. doi: 10.1016/j.biopsych.2011.08.024. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Martinez D, Gil R, Slifstein M, Hwang D-R, Huang Y, Perez A, et al. Alcohol dependence is associated with blunted dopamine transmission in the ventral striatum. Biol Psychiatry. 2005;58:779–786. doi: 10.1016/j.biopsych.2005.04.044. [DOI] [PubMed] [Google Scholar]
- 30.Volkow ND, Wang GJ, Telang F, Fowler JS, Logan J, Jayne M, et al. Profound decreases in dopamine release in striatum in detoxified alcoholics: possible orbitofrontal involvement. J Neurosci. 2007;27:12700–12706. doi: 10.1523/JNEUROSCI.3371-07.2007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Ihssen N, Cox WM, Wiggett A, Fadardi JS, Linden DEJ. Differentiating heavy from light drinkers by neural responses to visual alcohol cues and other motivational stimuli. Cereb Cortex. 2011;21:1408–1415. doi: 10.1093/cercor/bhq220. [DOI] [PubMed] [Google Scholar]
- 32.Gilman JM, Ramchandani VA, Crouss T, Hommer DW. Subjective and neural responses to intravenous alcohol in young adults with light and heavy drinking patterns. Neuropsychopharmacology. 2012;37:467–477. doi: 10.1038/npp.2011.206. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Peters J, Bromberg U, Schneider S, Brassen S, Menz M, Banaschewski T, et al. IMAGEN Consortium. Lower ventral striatal activation during reward anticipation in adolescent smokers. Am J Psychiatry. 2011;168:540–549. doi: 10.1176/appi.ajp.2010.10071024. [DOI] [PubMed] [Google Scholar]
- 34.Beck A, Schlagenhauf F, Wüstenberg T, Hein J, Kienast T, Kahnt T, et al. Ventral striatal activation during reward anticipation correlates with impulsivity in alcoholics. Biol Psychiatry. 2009;66:734–742. doi: 10.1016/j.biopsych.2009.04.035. [DOI] [PubMed] [Google Scholar]
- 35.Schneider S, Peters J, Bromberg U, Brassen S, Medl SF, Banaschewski T, et al. Risk taking and the adolescent reward system: a potential common link to substance abuse. Am J Psychiatry. 2012;169:39–46. doi: 10.1176/appi.ajp.2011.11030489. [DOI] [PubMed] [Google Scholar]
- 36.Yau W-YW, Zubieta J-K, Weiland BJ, Samudra PG, Zucker RA, Heitzeg MH. Nucleus accumbens response to incentive stimuli anticipation in children of alcoholics: relationships with precursive behavioral risk and lifetime alcohol use. J Neurosci. 2012;32:2544–2551. doi: 10.1523/JNEUROSCI.1390-11.2012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Miedl SF, Peters J, Büchel C. Altered neural reward representations in pathological gamblers revealed by delay and probability discounting. Arch Gen Psychiatry. 2012;69:177–186. doi: 10.1001/archgenpsychiatry.2011.1552. [DOI] [PubMed] [Google Scholar]
- 38.Reuter J, Raedler T, Rose M, Hand I, Gläscher J, Büchel C. Pathological gambling is linked to reduced activation of the mesolimbic reward system. Nat Neurosci. 2005;8:147–148. doi: 10.1038/nn1378. [DOI] [PubMed] [Google Scholar]
- 39.de Ruiter MB, Veltman DJ, Goudriaan AE, Oosterlaan J, Sjoerds Z, van den Brink W. Response perseveration and ventral prefrontal sensitivity to reward and punishment in male problem gamblers and smokers. Neuropsychopharmacology. 2009;34:1027–1038. doi: 10.1038/npp.2008.175. [DOI] [PubMed] [Google Scholar]
- 40.Rao H, Mamikonyan E, Detre JA, Siderowf AD, Stern MB, Potenza MN, Weintraub D. Decreased ventral striatal activity with impulse control disorders in Parkinson’s disease. Mov Disorders. 2010;25:1660–1669. doi: 10.1002/mds.23147. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Vezina P, Leyton M. Conditioned cues and the expression of sensitization in animals and humans. Neuropharmacology. 2009;56(Suppl 1):160–168. doi: 10.1016/j.neuropharm.2008.06.070. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Leyton M. Conditioned and sensitized responses to stimulant drugs in humans. Prog Neuropsychopharmacol Biol Psychiatry. 2007;31:1601–1613. doi: 10.1016/j.pnpbp.2007.08.027. [DOI] [PubMed] [Google Scholar]
- 43.Claus ED, Ewing SWF, Filbey FM, Sabbineni A, Hutchison KE. Identifying neurobiological phenotypes associated with alcohol use disorder severity. Neuropsychopharmacology. 2011;36:2086–2096. doi: 10.1038/npp.2011.99. [DOI] [PMC free article] [PubMed] [Google Scholar]