Lara A. Ray

Delayed reward discounting and addictive behavior: a meta-analysis

RationaleDelayed reward discounting (DRD) is a behavioral economic index of impulsivity and numerous studies have examined DRD in relation to addictive behavior. To synthesize the findings across the literature, the current review is a meta-analysis of studies comparing DRD between criterion groups exhibiting addictive behavior and control groups.ObjectivesThe meta-analysis sought to characterize the overall patterns of findings, systematic variability by sample and study type, and possible small study (publication) bias.MethodsLiterature reviews identified 310 candidate articles from which 46 studies reporting 64 comparisons were identified (total N = 56,013).ResultsFrom the total comparisons identified, a small magnitude effect was evident (d = .15; p < .00001) with very high heterogeneity of effect size. Based on systematic observed differences, large studies assessing DRD with a small number of self-report items were removed and an analysis of 57 comparisons (n = 3,329) using equivalent methods and exhibiting acceptable heterogeneity revealed a medium magnitude effect (d = .58; p < .00001). Further analyses revealed significantly larger effect sizes for studies using clinical samples (d = .61) compared with studies using nonclinical samples (d = .45). Indices of small study bias among the various comparisons suggested varying levels of influence by unpublished findings, ranging from minimal to moderate.ConclusionsThese results provide strong evidence of greater DRD in individuals exhibiting addictive behavior in general and particularly in individuals who meet criteria for an addictive disorder. Implications for the assessment of DRD and research priorities are discussed.

A Polymorphism of the μ-Opioid Receptor Gene (OPRM1) and Sensitivity to the Effects of Alcohol in Humans

BACKGROUND Recent research has implicated the endogenous opioid system in the development of alcohol use disorders. The A118G polymorphism of the OPRM1 gene has been shown to confer functional differences to mu-opioid receptors, such that the G variant binds beta-endorphin three times more strongly than the A variant. The goal of this study was to test whether the A118G polymorphism is associated with sensitivity to the effects of alcohol. METHODS Participants who were either homozygous for the A allele (n = 23) or heterozygous (n = 15) received intravenous doses of alcohol designed to reach three target levels of breath alcohol concentration: 0.02, 0.04, and 0.06. The testing procedure consisted of measures of subjective intoxication, stimulation, sedation, and mood states at baseline and at each of the three target breath alcohol concentrations. RESULTS The results suggested that individuals with the G allele reported higher subjective feelings of intoxication, stimulation, sedation, and happiness across trials as compared with participants with the A allele. Furthermore, participants with the G allele were almost three times more likely to report a positive family history of alcohol use disorders than participants with the A allele. CONCLUSIONS These findings may help to explain previous research suggesting that naltrexone is more effective among individuals with the G allele. A medication that reduces feelings of euphoria after alcohol consumption may be more successful among individuals with a genetic predisposition to greater feelings of euphoria after consuming alcohol.

Alcohol demand, delayed reward discounting, and craving in relation to drinking and alcohol use disorders

A behavioral economic approach to alcohol use disorders (AUDs) emphasizes both individual and environmental determinants of alcohol use. The current study examined individual differences in alcohol demand (i.e., motivation for alcohol under escalating conditions of price) and delayed reward discounting (i.e., preference for immediate small rewards compared to delayed larger rewards) in 61 heavy drinkers (62% with an AUD). In addition, based on theoretical accounts that emphasize the role of craving in reward valuation and preferences for immediate rewards, craving for alcohol was also examined in relation to these behavioral economic variables and the alcohol-related variables. Intensity of alcohol demand and delayed reward discounting were significantly associated with AUD symptoms, but not with quantitative measures of alcohol use, and were also moderately correlated with each other. Likewise, craving was significantly associated with AUD symptoms, but not with alcohol use, and was also significantly correlated with both intensity of demand and delayed reward discounting. These findings further emphasize the relevance of behavioral economic indices of motivation to AUDs and the potential importance of craving for alcohol in this relationship.

Differential neural response to alcohol priming and alcohol taste cues is associated with DRD4 VNTR and OPRM1 genotypes.

BACKGROUND Studies suggest that polymorphisms in the D4 dopamine receptor (DRD4) and opioid receptor, mu 1 (OPRM1) genes are involved in differential response to the effects of alcohol and to alcohol cues. However, to date, the mechanisms that underlie these differences remain largely unknown. METHODS Using functional magnetic resonance imaging, hemodynamic response in mesocorticolimbic structures after exposure to alcohol tastes was contrasted with a control taste and compared between DRD4 variable number of tandem repeats (VNTR) genotypes and OPRM1 A118G genotypes. Additionally, the effects of a priming dose of alcohol on this response were examined. RESULTS The results indicated that DRD4 VNTR >7 repeat individuals (DRD4.L) had significantly greater response to alcohol cues in the orbitofrontal cortex, anterior cingulate gyrus, and striatum compared with individuals with <7 repeats (DRD4.S) prior to a priming dose of alcohol (p < 0.05), but not after a priming dose. In the OPRM1 comparisons, results showed that individuals with at least 1 copy of the OPRM1 + 118 G allele had greater hemodynamic response in mesocorticolimbic areas both before and after priming compared with those who were homozygous for the OPRM1 + 118 A allele. For the DRD4.L and OPRM1 + 118 G groups, brain response in the striatum was highly correlated with measures of alcohol use and behavior such that greater activity corresponded with greater frequency and quantity of alcohol use. CONCLUSIONS The DRD4 VNTR and OPRM1 A118G polymorphisms are associated with functional neural changes in mesocorticolimbic structures after exposure to alcohol cues. This provides evidence for the contributions of the DRD4 and OPRM1 genes in modulating neural activity in structures that are involved in the motivation to drink.

Further validation of a cigarette purchase task for assessing the relative reinforcing efficacy of nicotine in college smokers.

The authors sought to further validate a cigarette purchase task (CPT), a self-report analogue of a progressive-ratio operant schedule, for the assessment of the relative reinforcing efficacy (RRE) of nicotine in smokers. The measure was assessed in terms of its correspondence to typically observed operant behavior, convergent validity, and divergent validity. Participants were 33 individuals (58% male, age M = 19.30 years) who smoked at least weekly (M = 5.31 cigarettes/day) and underwent a single assessment session. Data from the CPT exhibited the predicted inverse relationship between consumption and price, the predicted relationship between consumption and expenditure, and a heterogeneous pattern of interrelationships among the indices of reinforcement. In addition, 2 indices from the measure, intensity of demand and maximum expenditure for cigarettes, exhibited robust convergent and divergent validity. Although this is an incipient research area and the current study used a relatively small sample, these findings support the validity of a CPT as a time- and cost-efficient method for assessing nicotine reinforcement. Theoretical implications of the findings, limitations, and future directions are also discussed.

The Effect of Olanzapine on Craving and Alcohol Consumption

Previous studies have indicated that olanzapine decreases craving after a priming dose of alcohol, that craving after a priming dose of alcohol is greater among individuals with the seven-repeat allele of the DRD4 variable number of tandem repeats (VNTR) polymorphism, and that the effect of olanzapine (a D2/D4 antagonist) is more pronounced among individuals with this allele. The present study tested the hypothesis that olanzapine may be differentially effective at reducing cue-elicited craving and differentially effective as a treatment for alcohol dependence over the course of a 12-week, randomized, placebo-controlled trial among individuals with and without the seven-repeat allele. Participants who met DSM IV criteria for alcohol dependence were randomly assigned to receive olanzapine (5 mg) or a placebo over the course of the trial. After 2 weeks of treatment, participants completed a cue reactivity assessment. The results suggested that participants who were homozygous or heterozygous for the seven (or longer)-repeat allele of the DRD4 VNTR responded to olanzapine with reductions in cue-elicited craving as well as reductions in alcohol consumption over the course of the 12-week trial, whereas individuals with the shorter alleles did not respond favorably to olanzapine.

Polymorphisms of the mu-opioid receptor and dopamine D4 receptor genes and subjective responses to alcohol in the natural environment.

Polymorphisms of the mu-opioid receptor (OPRM1) and dopamine D4 receptor (DRD4) genes are associated with subjective responses to alcohol and urge to drink under laboratory conditions. This study examined these associations in the natural environment using ecological momentary assessment. Participants were non-treatment-seeking heavy drinkers (n = 112, 52% female, 61% alcohol dependent) who enrolled in a study of naltrexone effects on craving and drinking in the natural environment. Data were culled from 5 consecutive days of drinking reports prior to medication randomization. Analyses revealed that, after drinking, carriers of the Asp40 allele of the OPRM1 gene reported higher overall levels of vigor and lower levels negative mood, as compared to homozygotes for the Asn40 variant. Carriers of the long allele (i.e., >or=7 tandem repeats) of the DRD4 endorsed greater urge to drink than homozygotes for the short allele. Effects of OPRM1 and DRD4 variable-number-of-tandem-repeats genotypes appear to be alcohol dose-dependent. Specifically, carriers of the DRD4-L allele reported slight decreases in urge to drink at higher levels of estimated blood alcohol concentration (eBAC), and Asp40 carriers reported decreases in vigor and increases in negative mood as eBAC rose, as compared to carriers of the major allele for each gene. Self-reported vigor and urge to drink were positively associated with alcohol consumption within the same drinking episode. This study extends findings on subjective intoxication, urge to drink, and their genetic bases from controlled laboratory to naturalistic settings.

Methamphetamine: An update on epidemiology, pharmacology, clinical phenomenology, and treatment literature

BACKGROUND Despite initial reports of a decline in use in the early 2000s, methamphetamine remains a significant public health concern with known neurotoxic and neurocognitive effects to the user. The goal of this review is to update the literature on methamphetamine use and addiction since its assent to peak popularity in 1990s. METHODS We first review recent epidemiological reports with a focus on methamphetamine accessibility, changes in use and disorder prevalence rates over time, and accurate estimates of the associated burden of care to the individual and society. Second, we review methamphetamine pharmacology literature with emphasis on the structural and functional neurotoxic effects associated with repeated use of the drug. Third, we briefly outline the findings on methamphetamine-related neurocognitive deficits as assessed via behavioral and neuroimaging paradigms. Lastly, we review the clinical presentation of methamphetamine addiction and the evidence supporting the available psychosocial and pharmacological treatments within the context of an addiction biology framework. CONCLUSION Taken together, this review provides a broad-based update of the available literature covering methamphetamine research over the past two decades and concludes with recommendations for future research.

Behavioral economic analysis of cue-elicited craving for alcohol

AIMS Craving as a motivational determinant of drug use remains controversial because of ambiguous empirical findings. A behavioral economic approach may clarify the nature of craving, theorizing that subjective craving functionally reflects an acute increase in a drugs value. The current study tested this hypothesis via a multidimensional assessment of alcohol demand over the course of an alcohol cue reactivity procedure. DESIGN One-way within-subjects design. SETTING Human laboratory environment. PARTICIPANTS Heavy drinkers (n = 92) underwent exposures to neutral (water) cues followed by personalized alcohol cues. ASSESSMENTS Participants were assessed for craving, alcohol demand, affect, and salivation following each exposure. FINDINGS Alcohol versus neutral cues significantly increased craving and multiple behavioral economic measures of the relative value of alcohol, including alcohol consumption under conditions of zero cost (intensity), maximum expenditure on alcohol (O(max)), persistence in drinking to higher prices (breakpoint) and proportionate price insensitivity (normalized P(max)). Craving was significantly correlated with demand measures at levels ranging from 0.21-0.43. CONCLUSIONS These findings support the potential utility of a behavioral economic approach to understanding the role of environmental stimuli in alcohol-related decision making. Specifically, they suggest that the behavioral economic indices of demand may provide complementary motivational information that is related to though not entirely redundant with measures of subjective craving.

Effects of topiramate on urge to drink and the subjective effects of alcohol: a preliminary laboratory study.

BACKGROUND Topiramate was recently reported to be efficacious in reducing drinking rates and craving among individuals with alcohol dependence in a randomized controlled trial, but dose effects could not be determined. This laboratory study systematically examined the dose-dependent effects of topiramate on cue-elicited craving and other putative mechanisms of its pharmacotherapeutic effects on drinking. METHODS Male and female heavy drinkers (n = 61) were randomized to 1 of 3 medication conditions (200 mg/d; 300 mg/d; placebo) in a double-blind study. Participants reached the target dose after a 32-day titration period, then were stabilized for approximately 1 week. All then participated in a laboratory assessment of alcohol cue reactivity and of the subjective effects of a moderate dose of alcohol. RESULTS Both doses of topiramate reduced the frequency of heavy drinking during the titration period as compared to placebo. However, topiramate did not affect self-reported craving for alcohol during the titration period, during the cue reactivity protocol, or in response to the alcohol challenge procedure. Topiramate reduced the stimulating effects of alcohol ingestion compared to placebo, but only in the 200 mg group. CONCLUSIONS The results of this study support previous findings that topiramate reduces drinking, but the behavioral mechanism underlying this effect does not appear to be attenuation of craving for alcohol as measured using the approaches employed in this study. Rather, the results tentatively suggest that topiramate may exert its beneficial effects by altering the subjective experiences of alcohol consumption. Limitations of the current study are discussed and complementary methods are recommended for future studies, such as the use of behavioral economic paradigms and ecological momentary assessment.