Abstract
Background
Selective serotonin reuptake inhibitors are often used in alcohol use disorders. Clinical trials with selective serotonin reuptake inhibitors for alcohol use disorders, however, have yielded mixed results. The goal of this project was to assess whether a single i.v. dose of a selective serotonin reuptake inhibitor reduces craving for alcohol and/or simultaneously increases striatal dopamine concentration in individuals with alcohol dependence.
Methods
Alcohol-dependent (DSM-IV-TR criteria) volunteers and matched controls (n = 10/group) underwent a double-blind, placebo-controlled, within-subjects study. Participants received i.v. citalopram (40 mg) or saline (counter-balanced) followed by a cue-induced craving assessment and [18F]-fallypride positron emission tomography scanning.
Results
In the alcohol-dependent individuals, the citalopram (compared with saline) resulted in decreased cue-induced craving for alcohol. For the whole study group, cue-induced alcohol craving was inversely correlated with thalamic (but not striatal) dopamine D2/3 receptor availability.
Conclusions
Acute serotonin reuptake inhibition reduces cue-induced alcohol craving. Furthermore, thalamic dopamine abnormalities and the striatal hyperdopaminergic hypothesis of alcohol use disorder are supported.
Keywords: citalopram, antidepressant, alcohol, PET, craving
Introduction
Misuse of alcohol is a major global public health issue. Alcohol misuse remains extremely common in the United States, where it is estimated that roughly 6.4% of the population age 12 years or older meets criteria for alcohol use disorder (NSDUH, 2015), and alcohol misuse results in roughly 88 000 deaths per year (including alcohol-related motor vehicle accidents) (Stahre et al., 2014).
Alcohol use disorders are frequently comorbid with depressive symptoms in psychiatric clinical populations, and the combination results in an increased severity of both conditions, including an increased risk for suicidality (reviewed in Nunes and Levin, 2004). Human and animal data have provided ample justification to test antidepressants in clinical trials for alcohol use disorders with (and without) comorbid depressive symptoms; however, results from these studies have been disappointing, especially with regard to continued alcohol use (Nunes and Levin, 2004; Kenna, 2010).
Citalopram, a highly selective selective serotonin reuptake inhibitor (SSRI), has been used clinically since 1989, is available in generic formulations, and is FDA-approved for the treatment of major depressive disorder (Bezchlibnyk-Butler et al., 2000). The i.v. administration of serotonergic agents has been studied as a means to speed the time needed to remit depressive symptoms in patients with major depressive disorder (reviewed in Moukaddam and Hirschfeld, 2004).
In alcohol-dependent (AD) participants, visual and olfactory cues reliably increase craving in a manner that is sensitive to pharmacological and environmental manipulation (Ray et al., 2007). Cue-induced craving accompanies increased blood flow, specifically in the nucleus accumbens/ventral striatum in AD individuals, as an indirect measure of increased dopamine signaling, and this cue-induced craving is associated with lower baseline levels of dopamine D2/3 receptor availability (Heinz et al., 2004, 2005). Additionally, AD individuals, on average, have been shown to have lower striatal dopamine receptor D2/3 receptor availability than control participants, as measured with positron emission tomography (PET) and the dopamine D2/3 receptor radioligand [18F]-desmethoxyfallypride (Heinz et al., 2004)
Chronic oral citalopram (20 mg/d for 14 days) results in decreased striatal dopamine receptor binding potential compared with placebo (using PET scanning and the dopamine D2/3 receptor ligand [11C]-raclopride), an indication of increased intrasynaptic dopamine concentration, but a single dose of oral citalopram has not been shown to affect striatal dopamine binding potential (Tiihonen et al., 1996). A single i.v. infusion of citalopram (40 mg) decreased dopamine D2/3 receptor binding potential in the human striatum to a degree comparable with that seen in the earlier study of chronic oral citalopram dosing (Tiihonen et al., 1996; Smith et al., 2009). Therefore, we chose to study single-dose i.v. citalopram administration to test for SSRI-induced changes in cue-induced craving for alcohol and concomitant dopamine signaling in subcortical regions in AD research participants compared with matched healthy nondrinking control participants.
METHODS
Overview of Study Procedures
All procedures were approved by the Veterans Administration Greater Los Angeles institutional review board. Participants were enrolled and screened on the first visit. Qualifying participants were invited back for 3 subsequent visits: a structural MRI scan and 2 study medication/[18F]-fallypride PET scanning days (citalopram 40 mg i.v., or saline placebo, double-blinded, administered in counter-balancing order) more than 1 week apart. All completing participants had breathalyzer-confirmed exhaled alcohol concentration of 0 and alcohol withdrawal scores (confirming no intoxication and minimal alcohol withdrawal symptoms) on all study visits (Clinical Institute Withdrawal Assessment for Alcohol [CIWA] < 10). On study medication/PET scanning days, the following procedures were completed in order: (1) breathalyzer, withdrawal, and psychiatric symptomatology screening; (2) i.v. citalopram (or saline placebo) infusion (1 hour); (3) cue-induced craving assessment (approximately 20 minutes); and (4) [18F]-fallypride PET scanning (approximately 3 hours). Smoking was allowed during study days but proscribed for 2 hours prior to PET scanning.
Research Participants
AD and healthy control (HC) participants were screened via the SCID-IV, excluding any participants with any Axis I psychiatric diagnosis within the last 6 months (aside from nicotine dependence in both groups and alcohol dependence in the AD group). Fourteen potential AD and 17 potential HC participants were enrolled and screened. Ten participants in each group completed the study. Alcohol dependence in potential participants was confirmed using the SCID-IV diagnostic criteria. AD participants were active drinkers with no history of complicated alcohol withdrawal symptoms who agreed to stop drinking by 6:00 pm on the day prior to all study procedure days; significant alcohol withdrawal symptoms on study procedure days (CIWA > 10) was exclusionary. Inclusion criteria included age 21 to 55 years and no recent use (last 30 days) of any psychoactive medications. All participants had a normal physical exam, EKG, and laboratory studies, along with negative alcohol breathalyzer and saliva toxicology screens for opiates, benzodiazepines, amphetamine, cocaine, and cannabinoids on study days. Of the participants who completed the study, 7 AD and 6 HC participants had analyzable PET scan data due to technical PET scanning issues (PET scanner malfunction or radiosynthesis failure).
Assessments
Baseline rating scales included the Beck Depression Inventory-II to test for current depression/suicidality (Beck and Steer, 1996) and the CIWA (Sullivan et al., 1989; score <10 needed on all study days to ensure safe participation). Recent (last 90 days) average alcohol intake was assessed using the Timeline Follow Back assessment (Sobell et al., 1996). Craving for alcohol was assessed using the Alcohol Urge Questionnaire (AUQ) (MacKillop, 2006).
Intravenous Citalopram Infusions
Intravenous citalopram (Seropram) was provided by Lundbeck (Copenhagen, Denmark). On infusion days, participants received 40 mg i.v. citalopram or saline placebo in a double-blinded manner, followed by the assessments described below. Citalopram and counter-balanced saline placebo was infused in 250 mL of normal saline over 1 hour by infusion pump on separate scanning days. Two to 3 hours after the infusion was completed, participants underwent PET scanning. PET scans were acquired after administration of 5 mCi of [18F]-fallypride, in two 80-minute blocks separated by a 20-minute break. The mean (SD) dose of [18F]-fallypride received by participants was 4.96 (0.20) mCi. Participants returned at least 1 week later to complete the second infusion/PET scan, counter-balanced. They completed the study after the second infusion/PET scan day.
Cue-Induced Craving Assessment
Cue reactivity was assessed after each of the intravenous infusions (i.e., citalopram 40 mg or saline control) and followed standardized procedures as described (Monti et al., 1987; Ray et al., 2007). After each period, craving was assessed using the AUQ. The mean of the 3 AUQ determinations was used as a covariate in further data analysis to compare with PET results. Craving scores were assessed by repeated-measures ANOVA.
MRI and PET Scans and Analyses
Details of research structural MRI scans (acquired on a 3-T Siemens tomograph) and [18F]-fallypride (approximately 5 mCi) PET scans have been described previously (Okita et al., 2016a). [18F]-fallypride was synthesized in the cyclotron facility of the VA by procedures described previously (Lee et al., 2009), supported by an Investigational New Drug application (no. 78 226) from the FDA. Each batch of radiotracer was tested for quality control, including radiochemical purity, specific activity, and apyrogenicity. All complete scans were analyzed for all subjects, with the result being that no partially completed studies (e.g., having only one PET scan for a given subject) were available.
PET Volume of Interest (VOI) and Whole-Brain Voxelwise Analysis
Reconstructed PET data were automatically segmented into standardized subcortical VOIs, and VOI binding potential (BPND) was estimated using the simplified reference tissue modeling with the cerebellum as the reference region via PMOD Kinetic Modeling (PMOD Technologies Ltd., Zurich, Switzerland) (see Okita et al., 2016a, 2016b for more detail). VOIs were established for the following brain regions: striatum (caudate nucleus, putamen, and nucleus accumbens as separate VOIs), amygdala, hippocampus, globus pallidus, and thalamus.
Correlation analyses for region-specific dopamine D2/3 receptor BPND and mean cue-induced craving were done using Spearman rank coefficient testing. A further test of the association between cue-induced craving and regional BPND (group × BPND interaction) was conducted with a whole-brain voxelwise analyses. Voxelwise parcellation of BPND estimation was done using FSL. ANOVA for effect of craving and group was done using SPM12 (Friston, 2007). All whole-brain voxelwise BPND statistics were computed with a voxel height threshold of F = 86.5 (P < .0001), minimum cluster size of n = 20 voxels, and family-wise error correction of P < .0001 for correction for multiple comparisons.
RESULTS
Demographics
The AD and HC groups did not differ in mean age (38 [7.6] vs 41 [7.9] years, P = .38), sex distribution (8/10 vs 5/10 males, P = 0.44), fraction of ethnically white individuals (5/10 vs 4/10, P = .52), years education (12.9 [1.5] vs 13.8 [1.4], P = .2), or intake Beck Depression Inventory (9.5 [8.1] vs. 3.9 [4.2], P = .08). Therefore, subsequent analyses were not adjusted for demographic or clinical variables that did not differ between study groups. Seven AD participants but none of the HC participants were current smokers (though 7 of the HC group were former smokers; P = .003). Current smoking and AD status were highly collinear, as smoking is highly prevalent in individuals with alcohol dependence; therefore, smoking status was excluded from subsequent analysis (Grant et al., 2004). AD participants reported consuming 6.9 (2.3) drinks per day on average in the 90 days prior to study entry, whereas HC participants reported consuming 0.1 (0.14) drink per day (P < .0001).
Cue-Induced Alcohol Craving: Effect of i.v. Citalopram
Cue-induced alcohol craving was decreased by a single infusion of i.v. citalopram compared with saline placebo in AD participants (P = .003). Notably, there was a low baseline level of cue-induced craving for alcohol in HC participants, and it tended to decrease with i.v. citalopram as well, compared with saline placebo (P = .06). There was no group × citalopram interaction (F(1,17) = 1.28; P = .27).
Thalamic Dopamine D2/3 BPND Levels in AD Participants
Using ANOVA, there was a strong trend to decreased thalamic (but not striatal) dopamine D2/3 BPND in AD participants compared with HC participants (2.7 vs 2.1; uncorrected P = .014; see Table 1). However, after Bonferroni correction for multiple comparisons, the group difference in thalamic 18F-fallypride BPND did not meet P = .05 significance criteria (Table 1). No overall effect of condition (i.v. citalopram vs saline placebo) on regional BPND was found (Table 1), although a trend to reduced BPND is seen in the thalamus (P = .06 uncorrected).
Table 1.
D2/3 Receptor Binding Potential ANOVA Results
| Region | Group | Condition | ||
|---|---|---|---|---|
| F value | P value | F value | P value | |
| Amygdala | 0.01 | .92 | 0.09 | .77 |
| Caudate | 1.07 | .32 | 0.98 | .34 |
| Hippocampus | 0.96 | .35 | 0.92 | .36 |
| Nucleus accumbens | 0.03 | .87 | 2.02 | .18 |
| Pallidus | 3.55 | .09 | 1.56 | .24 |
| Putamen | 1.70 | .22 | 0.87 | .37 |
| Thalamus | 8.62 | .01 | 4.47 | .06 |
F and P values indicate ANOVA results for region BPND for group and condition effects. Condition = saline vs citalopram. Listed P values are uncorrected. After Bonferonni correction for multiple comparisons, none of the P values fall below the P < .05 significance threshold.
Correlations between Cue-Induced Alcohol Craving and D2/3 BPND
There was a strong correlation between mean cue-induced craving for alcohol and thalamic D2/3 BPND across all participants and conditions, even after correction for multiple comparisons (P = .0003 uncorrected; Figure 1A). There were no correlations between mean cue-induced craving for alcohol and region-specific BPND values in other regions tested.
Figure 1.
Thalamic dopamine binding potential (BPND) correlates with mean cue-induced craving scores in alcohol-dependent (AD) and healthy control (HC) subjects. Correlation between thalamic dopamine BPND and mean scores of cue-induced craving (Alcohol Urge Questionnaire [AUQ]). (A) Region-specific volume of interest (VOI) correlations. Group = participant group; cond = condition (active- citalopram, saline- placebo). Red indicates AD participants, blue indicates HC participants, circles indicate citalopram, triangles indicate saline. Diagonal line indicates linear correlation (coefficient r = −0.59) across conditions and participant groups. (B) Heat map of voxelwise correlation between dopamine D2/3 receptor BPND and mean cue-induced craving. Coronal section at z = 7 mm representing a map of mean voxelwise correlation between dopamine D2/3 receptor BPND and mean cue-induced craving. Average voxelwise binding was warped into a sample participant MRI for demonstration purposes. Colors correspond to the F value of relevant voxelwise correlations, with strongest correlations seen in the bilateral thalamus (F values > 3000) after family-wise error correction of P < .0001 for multiple comparisons.
Whole-brain voxelwise BPND analysis with mean cue-induced craving for alcohol as a covariate demonstrates strong correlations in bilateral thalamic regions (P < .0001), with weaker correlations in other subcortical regions, across conditions (Figure 1B). There were also weaker signals for bilateral amygdalae, and left stronger than right Brodmann’s Area 38 cortical regions.
Discussion
Single-Dose i.v. Citalopram Reduces Cue-Induced Alcohol Craving
The results demonstrate that a single infusion of i.v. citalopram (40 mg) reduces cue-induced alcohol craving. Although many studies have shown the potential for a differential response to SSRIs in subtypes of AD individuals (“type I vs II” and “type A vs B”; Kenna, 2010), all of our participants had less craving for alcohol in the citalopram than the placebo condition. Given that there was no association between changes in dopaminergic neurotransmission and changes in cue-induced craving for alcohol, it is likely that the mechanism of action of single-dose i.v. citalopram craving attenuation is independent of changes in striatal dopamine.
No Effect of Single-Dose i.v. Citalopram on Striatal BPND as Assessed by Fallypride PET Scanning
Although a prior study with [11C]-raclopride showed that a single dose of i.v. citalopram decreased striatal dopamine receptor availability significantly, albeit only by approximately 5% (Smith et al., 2009), the current results showed not even a trend for a change in striatal BPND with i.v. citalopram, as measured with [18F]-fallypride PET scanning (Table 1). However, given the relatively lower affinity of [11C]-raclopride for dopamine D2/3 receptors compared with [18F]-fallypride, these results may be explained by pharmacology and neurophysiology (see following section for a more complete explanation).
Reduced Dopamine Receptor Availability in Alcohol Dependence: Thalamus in Fallypride Studies, Striatum in Raclopride Studies
Previous studies have shown mixed results when assessing whether AD individuals have lower striatal dopamine receptor availability than controls using various weakly binding PET ligands (such as [11C]-raclopride; cf Oberlin et al., 2015). However, one prior study showed that AD individuals at admission to a hospital program had lower thalamic (but not striatal) dopamine D2/3 receptor availability than controls using the PET ligand [18F]-fallypride (Rominger et al., 2012). Similarly, our study demonstrates a strong trend that actively drinking AD participants have lower thalamic dopamine D2/3 receptor availability than comparison HC participants with [18F]-fallypride, consistent with findings in (Rominger et al., 2012). Although fallypride has a greater affinity for dopamine D2 receptors than D3 receptors, a prior finding that the thalamus contains a higher level of D3 receptors than D2 receptors indicates that some of the thalamic differences we have observed may actually represent reduced thalamic D3 receptors in alcoholics compared with matched controls (Sun et al., 2012). Future studies may consider investigating both thalamic dopamine D2 and D3 receptor availability separately in alcohol use disorder.
Alcohol Use Disorder: Aberrant Striatal Dopamine Signaling?
Our results and prior studies described above are consistent with the notion that alcohol use disorder represents a striatal hyperdopaminergic state (Hirth et al., 2016). Autoradiographic studies of human postmortem brain tissue (corroborated by a rodent model for alcohol use disorder) demonstrate that individuals with alcohol use disorder do not differ from controls in striatal dopamine D2 receptor density or D2 mRNA levels but do have lower dopamine transporter density (Hirth et al., 2016). However, it should be noted that the findings of Hirth et al. (2016) may conflict with some earlier animal and human postmortem findings. The possibility that striatal alterations in alcohol dependence are more likely due to increased dopamine release rather than reduced dopamine receptor availability is broadly consistent with the results of this study, but more studies are needed to confirm this hypothesis.
Correlation of Cue-Induced Craving for Alcohol With Thalamic Dopamine D2/3 Receptor BPND
Our finding of a strong correlation between cue-induced craving for alcohol and thalamic dopamine D2/3 receptor availability in a group of AD and HC individuals is novel. Thalamic dopamine signaling has been little-studied in the field of alcohol use disorders. However, the results presented here, combined with the earlier demonstration that AD individuals had lower thalamic dopamine D2/3 receptor availability than controls, should stimulate future studies on the role of aberrant thalamic dopamine signaling in alcohol use disorders (Rominger et al., 2012). Interestingly, these results parallel those of a prior study showing that methylphenidate-induced craving for cocaine in cocaine-dependent subjects was also correlated with reduced thalamic dopamine receptor availability, indicating that aberrant thalamic dopamine signaling may represent a more widespread feature of substance use disorders (Volkow et al., 1997).
Limitations
A limitation of the study is the modest sample size, which was (at least partly) due to the detailed study methods (including 2 full day sessions, including PET scanning, per participant). Another limitation was that, due to the extensive collinearity between smoking and alcohol dependence in the sample, we were unable to effectively disentangle any specific effect of smoking status on any of the measures reported. Additionally, we did not keep track of smoking behavior on study days of our smoking participants (aside from proscribing smoking for 2 hours prior to PET scanning), which may have influenced dopamine binding potential measurements. We did not keep track of the last drink consumed by participants prior to study procedures, though all participants were breathalyzer-negative during all procedures. Our samples represent approximately equal numbers of males and females and therefore may obscure any gender-specific effect on any of the reported measures. We excluded participants with active psychiatric illness and those taking psychoactive medications; thus, these findings may not generalize to clinical samples of patients with alcohol use disorder where psychiatric comorbidities are common.
Conclusions
A single dose of i.v. citalopram reduces cue-induced craving for alcohol in AD participants. As noted above, it is unlikely that our observed decrease in cue-induced craving with a single dose of i.v. citalopram is due to any changes in brain dopamine release. Cue-induced craving for alcohol is highly correlated with thalamic dopamine D2/3 receptor availability in a mixed group of AD and HC research participants. The overall results are broadly consistent with the striatal hyperdopaminergic hypothesis of alcohol dependence, whereby increased dopamine release, rather than reduced postsynaptic dopamine receptor activity, is likely to be the major striatal dopaminergic neurochemical alteration.
Interest Statement
None.
Acknowledgments
We thank Judah Farahi, PhD, and Bryan Garrison for radiochemistry synthesis. We thank Zach Erickson and Irina Arnold for technical assistance with recruitment and baseline screening. Support for this study was provided by VA Career Development Award IK1 BX007080 to T.Z. Partial support was provided to EDL by the Thomas P and Katherine K Pike Chair in Addiction Studies at UCLA and to K.O. by the Department of Psychiatry in the Graduate School of Medicine, Chiba University, DOMONKAI fund. Partial support was provided to A.L.B. by the National Institute on Drug Abuse (R01 DA044909), Tobacco-Related Disease Research Program (23XT-0002), and Department of Veterans Affairs, Office of Research and Development (CSR&D Merit Review Award I01 CX000412).
References
- Beck A, Steer R (1996) Manual for BDI-II. San Antonio, TX: Psychological Corporation. [Google Scholar]
- Bezchlibnyk-Butler K, Aleksic I, Kennedy SH (2000) Citalopram--a review of pharmacological and clinical effects. J Psychiatry Neurosci 25:241–254. [PMC free article] [PubMed] [Google Scholar]
- Friston KJ, Ashburner J, Kiebel SJ, Nichols TE, Penny WD, editors (2007) Statistical parametric mapping: the analysis of functional brain images. Cambridge, MA: Academic Press. [Google Scholar]
- Grant BF, Hasin DS, Chou SP, Stinson FS, Dawson DA (2004) Nicotine dependence and psychiatric disorders in the United States: results from the national epidemiologic survey on alcohol and related conditions. Arch Gen Psychiatry 61:1107–1115. [DOI] [PubMed] [Google Scholar]
- Heinz A, Siessmeier T, Wrase J, Hermann D, Klein S, Grüsser SM, Grüsser-Sinopoli SM, Flor H, Braus DF, Buchholz HG, Gründer G, Schreckenberger M, Smolka MN, Rösch F, Mann K, Bartenstein P (2004) Correlation between dopamine D(2) receptors in the ventral striatum and central processing of alcohol cues and craving. Am J Psychiatry 161:1783–1789. [DOI] [PubMed] [Google Scholar]
- Heinz A, Siessmeier T, Wrase J, Buchholz HG, Gründer G, Kumakura Y, Cumming P, Schreckenberger M, Smolka MN, Rösch F, Mann K, Bartenstein P (2005) Correlation of alcohol craving with striatal dopamine synthesis capacity and D2/3 receptor availability: a combined [18F]DOPA and [18F]DMFP PET study in detoxified alcoholic patients. Am J Psychiatry 162:1515–1520. [DOI] [PubMed] [Google Scholar]
- Hirth N, Meinhardt MW, Noori HR, Salgado H, Torres-Ramirez O, Uhrig S, Broccoli L, Vengeliene V, Roßmanith M, Perreau-Lenz S, Köhr G, Sommer WH, Spanagel R, Hansson AC (2016) Convergent evidence from alcohol-dependent humans and rats for a hyperdopaminergic state in protracted abstinence. Proc Natl Acad Sci U S A 113:3024–3029. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kenna GA. (2010) Medications acting on the serotonergic system for the treatment of alcohol dependent patients. Curr Pharm Des 16:2126–2135. [DOI] [PubMed] [Google Scholar]
- Lee B, London ED, Poldrack RA, Farahi J, Nacca A, Monterosso JR, Mumford JA, Bokarius AV, Dahlbom M, Mukherjee J, Bilder RM, Brody AL, Mandelkern MA (2009) Striatal dopamine d2/d3 receptor availability is reduced in methamphetamine dependence and is linked to impulsivity. J Neurosci 29:14734–14740. [DOI] [PMC free article] [PubMed] [Google Scholar]
- MacKillop J. (2006) Factor structure of the alcohol urge questionnaire under neutral conditions and during a cue-elicited urge state. Alcohol Clin Exp Res 30:1315–1321. [DOI] [PubMed] [Google Scholar]
- Monti PM, Binkoff JA, Abrams DB, Zwick WR, Nirenberg TD, Liepman MR (1987) Reactivity of alcoholics and nonalcoholics to drinking cues. J Abnorm Psychol 96:122–126. [DOI] [PubMed] [Google Scholar]
- Moukaddam NJ, Hirschfeld RM (2004) Intravenous antidepressants: a review. Depress Anxiety 19:1–9. [DOI] [PubMed] [Google Scholar]
- NSDUH (2015) Behavioral health trends in the United States: results from the 2014 National Survey on Drug Use and Health. In. HHS Publication No. SMA 15–4927, NSDUH Series H-50. [Google Scholar]
- Nunes EV, Levin FR (2004) Treatment of depression in patients with alcohol or other drug dependence: a meta-analysis. JAMA 291:1887–1896. [DOI] [PubMed] [Google Scholar]
- Oberlin BG, Albrecht DS, Herring CM, Walters JW, Hile KL, Kareken DA, Yoder KK (2015) Monetary discounting and ventral striatal dopamine receptor availability in nontreatment-seeking alcoholics and social drinkers. Psychopharmacology (Berl) 232:2207–2216. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Okita K, Mandelkern MA, London ED (2016a) Cigarette use and striatal dopamine D2/3 receptors: possible role in the link between smoking and nicotine dependence. Int J Neuropsychopharmacol 19:1–5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Okita K, Ghahremani DG, Payer DE, Robertson CL, Mandelkern MA, London ED (2016b) Relationship of alexithymia ratings to dopamine D2-type receptors in anterior cingulate and insula of healthy control subjects but not methamphetamine-dependent individuals. Int J Neuropsychopharmacol 19:1–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ray LA, Meskew-Stacer S, Hutchison KE (2007) The relationship between prospective self-rating of alcohol sensitivity and craving and experimental results from two alcohol challenge studies. J Stud Alcohol Drugs 68:379–384. [DOI] [PubMed] [Google Scholar]
- Rominger A, Cumming P, Xiong G, Koller G, Böning G, Wulff M, Zwergal A, Förster S, Reilhac A, Munk O, Soyka M, Wängler B, Bartenstein P, la Fougère C, Pogarell O (2012) [18F]Fallypride PET measurement of striatal and extrastriatal dopamine D 2/3 receptor availability in recently abstinent alcoholics. Addict Biol 17:490–503. [DOI] [PubMed] [Google Scholar]
- Smith GS, Ma Y, Dhawan V, Chaly T, Eidelberg D (2009) Selective serotonin reuptake inhibitor (SSRI) modulation of striatal dopamine measured with [11C]-raclopride and positron emission tomography. Synapse 63:1–6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sobell LC, Brown J, Leo GI, Sobell MB (1996) The reliability of the alcohol timeline followback when administered by telephone and by computer. Drug Alcohol Depend 42:49–54. [DOI] [PubMed] [Google Scholar]
- Stahre M, Roeber J, Kanny D, Brewer RD, Zhang X (2014) Contribution of excessive alcohol consumption to deaths and years of potential life lost in the United States. Prev Chronic Dis 11:E109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sullivan JT, Sykora K, Schneiderman J, Naranjo CA, Sellers EM (1989) Assessment of alcohol withdrawal: the revised clinical institute withdrawal assessment for alcohol scale (CIWA-Ar). Br J Addict 84:1353–1357. [DOI] [PubMed] [Google Scholar]
- Sun J, Xu J, Cairns NJ, Perlmutter JS, Mach RH (2012) Dopamine D1, D2, D3 receptors, vesicular monoamine transporter type-2 (VMAT2) and dopamine transporter (DAT) densities in aged human brain. Plos One 7:e49483. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tiihonen J, Kuoppamäki M, Någren K, Bergman J, Eronen E, Syvälahti E, Hietala J (1996) Serotonergic modulation of striatal D2 dopamine receptor binding in humans measured with positron emission tomography. Psychopharmacology (Berl) 126:277–280. [DOI] [PubMed] [Google Scholar]
- Volkow ND, Wang GJ, Fowler JS, Logan J, Gatley SJ, Hitzemann R, Chen AD, Dewey SL, Pappas N (1997) Decreased striatal dopaminergic responsiveness in detoxified cocaine-dependent subjects. Nature 386:830–833. [DOI] [PubMed] [Google Scholar]

