1
|
Meredith LR, Baskerville WA, Lee C, Grodin EN, Wassum KM, Ray LA. Influence of real-world cue exposure and mood states on drinking: testing neurobiological models of alcohol use disorder. Psychopharmacology (Berl) 2025:10.1007/s00213-025-06752-8. [PMID: 39924613 DOI: 10.1007/s00213-025-06752-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 01/23/2025] [Indexed: 02/11/2025]
Abstract
RATIONALE Two prominent neurobiological models of addiction, the allostatic and incentive-sensitization models, have guided clinical research on alcohol use disorder (AUD). While these models are often viewed in isolation, it is plausible these theories are complimentary. OBJECTIVES Use naturalistic, daily diary reports to determine whether positive and negative mood states influence alcohol cue sensitivity in a clinical sample with AUD. METHODS This is an exploratory analysis of daily diary data collected from a non-treatment seeking sample with current AUD over two weeks. Eligible adult participants (N = 50) were enrolled in a medication trial for AUD. Each morning, participants retrospectively reported on pre-drinking mood states, alcohol cue exposure, and craving levels, and subsequent alcohol intake occurring the previous day. Multilevel models tested the singular and interactive relationships between cue exposure and mood states with craving and drinking. Within-person and between-person outcomes were assessed. Exploratory analyses examined whether individuals with withdrawal-related dysphoria were more vulnerable to mood states and cue-reactivity. RESULTS Greater cue exposure was associated with higher daily drinking levels (p = .001), but not daily alcohol craving. Higher negative mood (p < .0001) and lower positive mood (p = .012) were associated with higher daily alcohol craving, but not same-day drinking. As negative mood levels increased (p < .01) and positive mood levels decreased (p = .010), the relationship between cue exposure and same-day drinking became stronger. These findings were most pronounced among those with withdrawal-related dysphoria. CONCLUSIONS Findings provided concomitant support for the allostatic model and incentive-sensitization model as determinants of alcohol craving and drinking among individuals with AUD.
Collapse
Affiliation(s)
- Lindsay R Meredith
- Department of Psychology, University of California, Los Angeles, CA, USA
| | | | - Carrie Lee
- Department of Psychology, University of California, Los Angeles, CA, USA
| | - Erica N Grodin
- Department of Psychology, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Kate M Wassum
- Department of Psychology, University of California, Los Angeles, CA, USA
- Brain Research Institute, University of California, Los Angeles, CA, USA
| | - Lara A Ray
- Department of Psychology, University of California, Los Angeles, CA, USA.
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA.
- Brain Research Institute, University of California, Los Angeles, CA, USA.
| |
Collapse
|
2
|
Gunn RL, Metrik J, Barnett NP, Jackson KM, Lipperman-Kreda S, Miranda R, Trull TJ, Fernandez ME. Examining the Impact of Simultaneous Alcohol and Cannabis Use on Alcohol Consumption and Consequences: Protocol for an Observational Ambulatory Assessment Study in Young Adults. JMIR Res Protoc 2024; 13:e58685. [PMID: 39321460 PMCID: PMC11464943 DOI: 10.2196/58685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 06/30/2024] [Accepted: 07/05/2024] [Indexed: 09/27/2024] Open
Abstract
BACKGROUND There is significant conflicting evidence as to how using cannabis while drinking alcohol (ie, simultaneous alcohol and cannabis use) impacts alcohol volume consumed, patterns of drinking, and alcohol-related consequences. The impact of simultaneous use on drinking outcomes may be influenced by several within-person (eg, contextual) and between-person (individual) factors. OBJECTIVE This study was designed to examine naturalistic patterns of alcohol and cannabis use to understand how simultaneous use may impact drinking outcomes. The primary aims were to understand the following: (1) if simultaneous use is associated with increased alcohol consumption and riskier patterns of drinking, (2) if simultaneous use leads to increased alcohol consequences, and (3) how contextual circumstances moderate the impact of simultaneous use on consumption and consequences. METHODS Data collection involves a 28-day ambulatory assessment protocol in which a sample of non-treatment-seeking young adults who report simultaneous use of alcohol and cannabis complete ecological momentary assessments (random, event-contingent, and time-contingent surveys) of alcohol and cannabis use, contexts, motives, and consequences on their personal smartphones while continuously wearing an alcohol biosensor bracelet. Participants also complete a baseline assessment, brief internet-based check-in on day 14, and a final session on day 28. Community-based recruitment strategies (eg, social media and flyers) were used to enroll 95 participants to obtain a target sample of 80, accounting for attrition. RESULTS Recruitment and data collection began in May 2021 and continued through June 2024. Initial results for primary aims are expected in October 2024. As of March 2024, the project had recruited 118 eligible participants, of whom 94 (79.7%) completed the study, exceeding initial projections for the study time frame. Remaining recruitment will provide the capacity to probe cross-level interactions that were not initially statistically powered. Strengths of the project include rigorous data collection, good retention and compliance rates, faster-than-expected enrollment procedures, use of a novel alcohol biosensor, and successful adaptation of recruitment and data collection procedures during the COVID-19 pandemic. CONCLUSIONS This is the first investigation to assess the key momentary predictors and outcomes of simultaneous use as well as self-reported and objective (via alcohol biosensor) measures of alcohol consumption and patterns. The results of this study will inform prevention efforts and studies of individuals who use cannabis who are engaged in alcohol treatment. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/58685.
Collapse
Affiliation(s)
- Rachel L Gunn
- Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University, Providence, RI, United States
| | - Jane Metrik
- Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University, Providence, RI, United States
- Providence Veterans Affairs Medical Center, Providence, RI, United States
| | - Nancy P Barnett
- Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University, Providence, RI, United States
| | - Kristina M Jackson
- Rutgers Addiction Research Center, Rutgers Robert Wood Johnson Medical School, Rutgers University, Piscataway, NJ, United States
| | | | - Robert Miranda
- Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University, Providence, RI, United States
| | - Timothy J Trull
- Psychological Sciences, University of Missouri, Columbia, MO, United States
| | - Mary Ellen Fernandez
- Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University, Providence, RI, United States
| |
Collapse
|
3
|
Grodin EN, Kady A, Ray LA. The future of reward and relief drinking profiles: Considerations for social motives, stability of profiles, and tailored interventions. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2024; 48:462-465. [PMID: 38238020 PMCID: PMC10939849 DOI: 10.1111/acer.15269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 12/07/2023] [Accepted: 01/10/2024] [Indexed: 03/14/2024]
Affiliation(s)
- Erica N. Grodin
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA
| | - Annabel Kady
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA
| | - Lara A. Ray
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA
- Brain Research Institute, University of California at Los Angeles, Los Angeles, CA
| |
Collapse
|
4
|
Waddell JT, King SE, Corbin WR. Disentangling between- and within-person alcohol and expectancy effects on acute alcohol craving. Psychopharmacology (Berl) 2023; 240:1333-1342. [PMID: 37133559 DOI: 10.1007/s00213-023-06372-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 04/25/2023] [Indexed: 05/04/2023]
Abstract
OBJECTIVE Alcohol craving is a predictor of continued drinking and a diagnostic criterion for alcohol use disorder. Rewarding subjective effects potentiate craving, but it remains unclear if relations are expectancy-driven vs. alcohol-induced. In addition, it remains unclear if relations operate solely at the person level, or if there is also within-person dynamic change. METHODS Participants (N = 448) come from a placebo-controlled alcohol administration study. Participants in the alcohol condition reported subjective effects and alcohol craving on ascending (BAC = .068), peak (BAC = .079), and descending (BAC = .066) BAC limbs. Participants in the placebo condition were yoked to alcohol condition participants. Multilevel models tested whether (1) within-person deviations in subjective effects predicted within-person deviations in craving, (2) between-person levels of subjective effects predicted between-person levels of craving, and (3) effects were dependent upon experimental condition. RESULTS At the within-person level, increases in high arousal positive/stimulant effects were associated with within-person increases in alcohol craving, regardless of experimental condition. At the between-person level, interactions were observed between high arousal positive/stimulant (and low arousal positive/relaxing) effects and condition. Probing suggested that the association between person-level high arousal positive/stimulant effects and craving was statistically significant in the alcohol but not the placebo condition. Conversely, the association between person-level low arousal positive/relaxing effects and craving was positive and statistically significant in the placebo but negative in the alcohol condition. CONCLUSIONS Findings suggest expectancy-like relations among high arousal positive/stimulant effects and craving within-person. However, alcohol-induced positive reinforcement (i.e., stimulation) facilitated heightened person-level craving, whereas expectancy-like negative reinforcement (i.e., relaxation) attenuated person-level craving.
Collapse
Affiliation(s)
- Jack T Waddell
- Department of Psychology, Arizona State University, 900 S McAllister, Tempe, AZ, 85287-1104, USA.
| | - Scott E King
- Department of Psychology, Arizona State University, 900 S McAllister, Tempe, AZ, 85287-1104, USA
| | - William R Corbin
- Department of Psychology, Arizona State University, 900 S McAllister, Tempe, AZ, 85287-1104, USA
| |
Collapse
|
5
|
Waddell JT, Corbin WR, Leeman RF. Differential effects of UPPS-P impulsivity on subjective alcohol response and craving: An experimental test of acquired preparedness. Exp Clin Psychopharmacol 2023; 31:72-83. [PMID: 34647772 PMCID: PMC10127935 DOI: 10.1037/pha0000524] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Recent studies have extended the acquired preparedness model to experimental data, finding that impulsivity predicts subjective alcohol response, a related yet distinct construct from expectancies. However, studies have not tested whether specific facets of impulsivity predict subjective response, or whether impulsivity indirectly predicts alcohol craving through subjective response. Young adults who reported past-month binge drinking (N = 448) participated in a placebo-controlled alcohol administration study. Mediation models tested whether UPPS-P impulsivity facets indirectly predicted alcohol craving through subjective response on the ascending and descending limbs of the blood alcohol content (BAC). High arousal positive (e.g., sociable), low arousal positive (e.g., relaxed), high arousal negative (e.g., rude), and low arousal negative (e.g., dizzy) subjective effects were measured across limbs. Moderation by beverage condition was not detected, so models were collapsed across beverage condition. Sensation seeking indirectly predicted craving through high arousal positive subjective response on both limbs, whereas positive and negative urgency directly predicted craving. When controlling for baseline subjective response and craving, effects of sensation seeking and negative urgency on subjective response and craving became nonsignificant. The effects of positive urgency on craving remained, and an effect of positive urgency on high arousal positive effects emerged on the ascending limb. Findings suggest that relations among impulsivity, subjective response, and craving are contingent upon the specific facet of impulsivity. Interventions targeting predrink cue exposure and/or positive emotionality may be most effective for sensation seekers, whereas targeting subjective response and/or expectancies may be most efficacious for individuals high in positive urgency. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
Collapse
Affiliation(s)
| | | | - Robert F. Leeman
- University of Florida, Gainesville, FL
- Yale School of Medicine, New Haven, CT
| |
Collapse
|
6
|
Ray LA, Nieto SJ, Grodin EN. Translational models of addiction phenotypes to advance addiction pharmacotherapy. Ann N Y Acad Sci 2023; 1519:118-128. [PMID: 36385614 PMCID: PMC10823887 DOI: 10.1111/nyas.14929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Alcohol and substance use disorders are heterogeneous conditions with limited effective treatment options. While there have been prior attempts to classify addiction subtypes, they have not been translated into clinical practice. In an effort to better understand heterogeneity in psychiatric disorders, the National Institute for Mental Health Research Domain Criteria (RDoC) has challenged scientists to think beyond diagnostic symptoms and to consider the underlying features of psychopathology from a neuroscience-based framework. The field of addiction has grappled with this approach by considering several key constructs with the potential to capture RDoC domains. This critical review will focus on the efforts to apply translational models of addiction phenomenology in human clinical samples, including their relative strengths and weaknesses. Opportunities for forward and reverse translation are also discussed. Deep behavioral phenotyping using neuroscience-informed batteries shows promise for a better understanding of the clinical neuroscience of addiction and advancing precision medicine for alcohol and substance use disorders.
Collapse
Affiliation(s)
- Lara A. Ray
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California at Los Angeles, Los Angeles, CA, USA
- Shirley & Stefan Hatos Center for Neuropharmacology, University of California at Los Angeles, Los Angeles, CA, USA
- Jane & Terry Semel Institute for Neuroscience and Human Behavior, University of California at Los Angeles, Los Angeles, CA, USA
| | - Steven J. Nieto
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA, USA
| | - Erica N. Grodin
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA, USA
| |
Collapse
|
7
|
King AC, Vena A, Howe MM, Feather A, Cao D. Haven't lost the positive feeling: a dose-response, oral alcohol challenge study in drinkers with alcohol use disorder. Neuropsychopharmacology 2022; 47:1892-1900. [PMID: 35701549 PMCID: PMC9485138 DOI: 10.1038/s41386-022-01340-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 04/21/2022] [Accepted: 05/03/2022] [Indexed: 11/09/2022]
Abstract
Models of addiction are based on neurobiological, behavioral, and pharmacological studies in animals, but translational support from human studies is limited. Studies are lacking in examining acute responses to alcohol in drinkers with alcohol use disorder (AUD), particularly in terms of relevant intoxicating doses and measurement of stimulating and rewarding effects throughout the breath alcohol concentration (BrAC) time curve. Participants were N = 60 AUD drinkers enrolled in the Chicago Social Drinking Project and examined in three random-order and blinded sessions for subjective and physiological responses to a beverage containing 0.0 g/kg, 0.8 g/kg, and 1.2 g/kg alcohol. BrAC in the alcohol sessions at 60 min was 0.09 g/dL and 0.13 g/dL, respectively. Both doses of alcohol produced significant biphasic effects on subjective measures of stimulation, euphoria, reward (liking and wanting), sedation, and neuroendocrine and cardiovascular factors. Increased pleasurable effects of alcohol were pronounced during the rising limb-to-peak BrAC and sedating effects emerged during the declining limb. Alcohol dose-dependently increased feel drug ratings and rewarding effects at peak BrAC or early declining limb, and physiological responses at the rising limb. Thus, rather than the notion of an overall tolerance, results show an alcohol response phenotype characterized by sensitivity to alcohol's stimulating, rewarding and physiological effects. The results of this study may aid in the conceptualization of alcohol addiction as a disorder characterized by the persistence of enhanced hedonic alcohol responses rather than chronic tolerance and reward deficiency.
Collapse
Affiliation(s)
- Andrea C King
- Department of Psychiatry & Behavioral Neuroscience, University of Chicago 5841 S, Maryland Avenue (MC-3077), Chicago, IL, 60637, USA.
| | - Ashley Vena
- Department of Psychiatry & Behavioral Neuroscience, University of Chicago 5841 S, Maryland Avenue (MC-3077), Chicago, IL, 60637, USA
| | - Meghan M Howe
- Department of Psychiatry & Behavioral Neuroscience, University of Chicago 5841 S, Maryland Avenue (MC-3077), Chicago, IL, 60637, USA
| | - Abigayle Feather
- Department of Psychiatry & Behavioral Neuroscience, University of Chicago 5841 S, Maryland Avenue (MC-3077), Chicago, IL, 60637, USA
| | - Dingcai Cao
- Department of Psychiatry & Behavioral Neuroscience, University of Chicago 5841 S, Maryland Avenue (MC-3077), Chicago, IL, 60637, USA
| |
Collapse
|
8
|
Meredith LR, Grodin EN, Montoya AK, Miranda R, Squeglia LM, Towns B, Evans C, Ray LA. The effect of neuroimmune modulation on subjective response to alcohol in the natural environment. Alcohol Clin Exp Res 2022; 46:876-890. [PMID: 35362101 PMCID: PMC10460619 DOI: 10.1111/acer.14821] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 01/28/2022] [Accepted: 03/18/2022] [Indexed: 01/25/2023]
Abstract
BACKGROUND Despite the promising implications for novel immune therapeutics, few clinical trials have tested these therapies to date. An understanding of how immune pharmacotherapies influence complex alcohol use disorder (AUD) profiles, including subjective response to alcohol, is very limited. Initial findings show that ibudilast, a neuroimmune modulator, reduces rates of heavy drinking and measures of alcohol craving. METHODS This study is a secondary analysis of a 2-week clinical trial of ibudilast that enrolled a nontreatment-seeking sample with AUD. Eligible participants (N = 52) were randomized to receive ibudilast or matched placebo and completed daily diary assessments (DDAs) during the 2-week period. Each morning, participants reported on their mood and craving levels both before and during the previous day's drinking episode, as well as stimulation and sedation levels during the previous day's drinking episode. Multilevel models were used to compare the effects of ibudilast and placebo on subjective alcohol response. Exploratory analyses tested whether ibudilast moderated the relationship between daily stimulation/sedation and alcohol intake and whether withdrawal-related dysphoria moderated ibudilast's effects on subjective response. RESULTS Ibudilast did not significantly alter mean levels of stimulation or sedation (p's > 0.05). It did, however, moderate the effect of daily stimulation on drinking (p = 0.045). Ibudilast attenuated alcohol-induced increases in craving compared with placebo (p = 0.047), but not other subjective response measures. Ibudilast significantly tempered daily alcohol-induced changes in urge to drink and positive mood only among individuals without withdrawal-related dysphoria. CONCLUSIONS Ibudilast's effects on subjective alcohol responses appear to be nuanced and perhaps most salient for individuals drinking for positive reinforcement as distinguished from those who drink to feel normal. Consistent with previous findings, reductions in alcohol craving may represent a primary mechanism of ibudilast's effects on drinking. The ecologically valid nature of DDAs provide a clinically useful window into how individuals experience alcohol's effects while taking ibudilast.
Collapse
Affiliation(s)
| | - Erica N. Grodin
- Department of Psychology, University of California, Los Angeles, CA, USA
| | - Amanda K. Montoya
- Department of Psychology, University of California, Los Angeles, CA, USA
| | - Robert Miranda
- Center for Alcohol and Addiction Studies, Brown University, Providence, RI, USA
- E. P. Bradley Hospital, Riverside, RI, USA
| | - Lindsay M. Squeglia
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Brandon Towns
- Department of Psychology, University of California, Los Angeles, CA, USA
| | - Christopher Evans
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Lara A. Ray
- Department of Psychology, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| |
Collapse
|
9
|
Nieto SJ, Grodin EN, Ho D, Baskerville WA, Ray LA. Moderators of subjective response to alcohol in the human laboratory. Alcohol Clin Exp Res 2022; 46:468-476. [PMID: 35084054 PMCID: PMC9153269 DOI: 10.1111/acer.14783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 01/14/2022] [Accepted: 01/18/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Subjective response (SR) to alcohol represents a biobehavioral risk factor for heavy drinking and for developing alcohol use disorder (AUD). Identifying moderators of SR have been hindered by small sample sizes that are often used in alcohol administration studies. METHODS This study combined data from multiple alcohol administration trials to test whether sex, family history of alcohol problems, and impulsivity (via delay discounting) predict SR to alcohol, comprised of four domains: stimulation, sedation, negative affect, and craving. Non-treatment-seeking heavy drinkers (N = 250) completed a battery of self-report scales and behavioral measures of alcohol use and problems, mood, and impulsivity. All participants completed an intravenous alcohol administration session wherein SR domains were measured at baseline, 20, 40, and 60 mg%. RESULTS Analyses using multilevel modeling showed that male sex independently predicted higher alcohol-induced stimulation and alcohol craving, after controlling for other moderators. A family history of alcohol problems also independently predicted alcohol craving after controlling for other moderators. CONCLUSIONS Using a large sample and advanced data analytic methods, this study extends the literature on alcohol administration by identifying important moderators of SR in heavy drinkers: namely, male sex and family history of alcohol problems. These findings consolidate and extend a growing body of research aimed at differentiating individuals most likely to report the SR features that confer risk for AUD.
Collapse
Affiliation(s)
- Steven J. Nieto
- University of California Los Angeles, Department of Psychology, Los Angeles, CA, USA
| | - Erica N. Grodin
- University of California Los Angeles, Department of Psychology, Los Angeles, CA, USA
| | - Diana Ho
- University of California Los Angeles, Department of Psychology, Los Angeles, CA, USA
| | | | - Lara A. Ray
- University of California Los Angeles, Department of Psychology, Los Angeles, CA, USA,University of California Los Angeles, Brain Research Institute, Los Angeles, CA, USA,University of California, Los Angeles, Department of Psychiatry and Biobehavioral Sciences, Los Angeles, CA, USA
| |
Collapse
|
10
|
Creswell KG, Sayette MA. How laboratory studies of cigarette craving can inform the experimental alcohol craving literature. Alcohol Clin Exp Res 2022; 46:344-358. [PMID: 35037262 PMCID: PMC8920775 DOI: 10.1111/acer.14773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 01/03/2022] [Accepted: 01/05/2022] [Indexed: 11/28/2022]
Abstract
Interest in alcohol and other drug craving has flourished over the past two decades, and evidence has accumulated showing that craving can be meaningfully linked to both drug use and relapse. Considerable human experimental alcohol craving research since 2000 has focused on craving as a clinical phenomenon. Self-reported craving to drink typically has served as a catch-all for the craving construct in these studies, whereas few studies have considered craving as a process (or hypothetical construct) that interacts with other phenomena to affect use. In contrast to alcohol, we believe that recently there has been more mechanistic work targeting cigarette craving-related processes. Here, we briefly present a narrative review of studies of acute alcohol craving in humans that have been conducted during the past two decades. We then specify important ways in which alcohol and tobacco differ (e.g., the role of withdrawal), and we note the unique challenges in inducing robust alcohol craving states in the laboratory. Finally, we offer recommendations for how the alcohol field might advance its conceptual understanding of craving by adopting ideas and methods drawn from the smoking research literature. Specifically, we suggest that researchers extend their studies to not only examine the link between alcohol craving and relapse but also to focus on why and, in some instances, how alcohol cravings matter clinically, and the circumstances under which craving especially matters. We propose research to investigate the shifts in alcohol-related cognitive and affective processing that occur during alcohol craving states. Furthermore, we highlight the value of research examining the level of insight that individuals with varying levels of alcohol involvement possess about their own craving-related processing shifts. We believe that laboratory studies can provide rich opportunities to examine conceptual questions about alcohol craving that are central to addiction.
Collapse
Affiliation(s)
- Kasey G. Creswell
- Department of PsychologyCarnegie Mellon UniversityPittsburghPennsylvaniaUSA
| | - Michael A. Sayette
- Department of PsychologyUniversity of PittsburghPittsburghPennsylvaniaUSA
| |
Collapse
|
11
|
Niculescu M, Dunnick J. Acute and chronic ethanol administration: A potential model of behavioral sensitization using wheel-running in male CD1 mice. Pharmacol Biochem Behav 2022; 213:173336. [PMID: 35041858 DOI: 10.1016/j.pbb.2022.173336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 11/21/2021] [Accepted: 01/07/2022] [Indexed: 11/19/2022]
Abstract
RATIONALE We define behavioral sensitization as an augmented response to subsequent dosing after chronic intermittent administration of a drug. However, the biphasic effects of ethanol (EtOH), first stimulatory followed by depressive, make animal models of behavioral sensitization rare. OBJECTIVES This study aimed to determine a dose of EtOH that did not depress wheel-running (WR) in CD1 mice and then to develop a model of EtOH-induced behavioral sensitization. METHODS For the first part of this study, male CD1 mice (n = 24, 6/group) were administered either phosphate buffer saline (PBS), 0.5 g/kg, 1 g/kg, or 2 g/kg EtOH at a volume of 3 ml/kg, intraperitoneally (IP). Mice were divided into equal groups and received the weight-based dose once daily on Days 1, 2, 3, 4, and 5. All mice received a challenge dose of 0.5 g/kg on Day 10. In both parts of the study, mice were habituated to the running wheel for 5 min prior to dosing and wheel running was measured for 10 min after each dose. RESULTS The acute dose-response of EtOH effects on wheel running determined a significant difference between doses in wheel running (p < 0.05), with a post-hoc analysis establishing that 0.5 g/kg EtOH resulted in significantly more WR compared to 2 g/kg EtOH (p < 0.05). The chronic study demonstrated a significant main effect of Day (1 vs. 5 vs. Challenge, p < 0.001) and an interaction between Day and Treatment, with post-hoc analysis determining the effect to be between PBS and EtOH WR on Day 5 (p < 0.05). In addition, Bonferroni post-hoc analysis determined no differences between Days in the PBS condition, but a significant difference in the EtOH condition between Day 1 and Day 5 (p < 0.001) and that difference from Day 1 persisted when comparing to the Challenge Day (p < 0.01). CONCLUSION After chronic, intermittent, low dose administration of EtOH, male mice showed an increase in activity as measured by wheel running. Therefore, we laid the groundwork for a potentially useful rodent model for EtOH-induced behavioral sensitization.
Collapse
Affiliation(s)
- Michelle Niculescu
- Department of Social Sciences, Chatham University, Woodland Road, Pittsburgh, PA 15232, United States of America; Department of Psychology/Neuroscience Program, Lebanon Valley College, 101 North College Avenue, Annville, PA 17003, United States of America.
| | - Jennifer Dunnick
- Division of Pediatric Emergency Medicine, UPMC Children's Hospital of Pediatrics, Pittsburgh, PA 15224, United States of America; Department of Psychology/Neuroscience Program, Lebanon Valley College, 101 North College Avenue, Annville, PA 17003, United States of America.
| |
Collapse
|
12
|
Relationship between alcohol craving dimensions and features of comorbid mental health in an alcohol dependent sample. Addict Behav 2022; 124:107106. [PMID: 34530206 DOI: 10.1016/j.addbeh.2021.107106] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Revised: 08/05/2021] [Accepted: 08/29/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND AIMS Negative affect and alcohol craving are common features of Alcohol Use Disorder (AUD). Both independently contribute to AUD severity and poorer treatment outcomes, but their relationship is poorly understood. Multidimensional alcohol craving measures now allow for examination of key dimensions of craving. This study explored the relationship between depression, anxiety, stress, and the alcohol craving dimensions of intensity, imagery and intrusiveness. METHOD Five-hundred and twenty-five treatment seeking AUD patients (mean age of 39.79 years, SD = 11.57 years, 67% male) completed the Depression Anxiety Stress Scales (DASS), Alcohol Use Disorder Identification Test-Consumption items (AUDIT-C), and Alcohol Craving Experience (ACE-F) questionnaire, which measured the frequency of craving intensity, imagery and intrusiveness. Regression models predicted main effects of predictors and moderation by alcohol consumption. RESULTS Higher levels of stress were independently associated with increased craving intensity, imagery and intrusiveness. Significant positive associations were also found between anxiety and craving imagery. The association between depression and craving was not significant after controlling for other predictors. CONCLUSIONS AUD patients experienced higher cravings when stressed and greater imagery when anxious. These results support the need to consider the relationships between stress and craving when managing alcohol dependence.
Collapse
|
13
|
Clinical and demographic factors associated with stimulant use disorder in a rural heart failure population. Drug Alcohol Depend 2021; 229:109060. [PMID: 34628093 PMCID: PMC9511175 DOI: 10.1016/j.drugalcdep.2021.109060] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 09/05/2021] [Accepted: 09/07/2021] [Indexed: 01/29/2023]
Abstract
BACKGROUND Heart failure is becoming increasingly common among patients under 50 years of age, particularly in African Americans and patients with stimulant use disorder. Yet the sources of these disparities remain poorly understood. This study identified key demographic and clinical factors associated with stimulant use disorder in a largely rural heart failure patient registry. METHODS Patient records reporting a diagnosis of heart failure between January 2008 and March 2020 were requested from West Virginia University Hospital Systems (n=37,872). Odds of stimulant use disorder were estimated by demographic group (age, race, sex), insurance carrier, and clinical comorbidities using logistic regression. RESULTS Multivariable regression analysis identified higher odds of stimulant use disorder among Black/African Americans (1.95 [1.32, 2.77]) and patients who report drinking one or more alcoholic drinks per week (2.23 [1.72, 2.88]). Lower odds of stimulant use disorder were identified among patients with hypertension (0.59 [0.47, 0.73]), or diabetes (0.65 [0.52, 0.81]).. Likewise, lower odds of stimulant use disorder were noted among females, patients older than 30 years of age and those not enrolled in Medicaid. CONCLUSION These results highlight the alarming extent to which Medicaid enrollees, Black/African Americans, people aged 18-24 and 25-44, or persons with a past alcohol use disorder diagnosis are associated with stimulant use disorder among heart failure populations living in largely rural areas. Additionally, they emphasize the need to develop policies and refine clinical care that affects this vulnerable population's prognoses.
Collapse
|
14
|
Nieto SJ, Grodin EN, Aguirre CG, Izquierdo A, Ray LA. Translational opportunities in animal and human models to study alcohol use disorder. Transl Psychiatry 2021; 11:496. [PMID: 34588417 PMCID: PMC8481537 DOI: 10.1038/s41398-021-01615-0] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 08/20/2021] [Accepted: 09/03/2021] [Indexed: 12/16/2022] Open
Abstract
Animal and human laboratory paradigms offer invaluable approaches to study the complex etiologies and mechanisms of alcohol use disorder (AUD). We contend that human laboratory models provide a "bridge" between preclinical and clinical studies of AUD by allowing for well-controlled experimental manipulations in humans with AUD. As such, examining the consilience between experimental models in animals and humans in the laboratory provides unique opportunities to refine the translational utility of such models. The overall goal of the present review is to provide a systematic description and contrast of commonly used animal paradigms for the study of AUD, as well as their human laboratory analogs if applicable. While there is a wide breadth of animal species in AUD research, the paradigms discussed in this review rely predominately on rodent research. The overarching goal of this effort is to provide critical analysis of these animal models and to link them to human laboratory models of AUD. By systematically contrasting preclinical and controlled human laboratory models, we seek to identify opportunities to enhance their translational value through forward and reverse translation. We provide future directions to reconcile differences between animal and human work and to improve translational research for AUD.
Collapse
Affiliation(s)
- Steven J. Nieto
- grid.19006.3e0000 0000 9632 6718Department of Psychology, University of California at Los Angeles, Los Angeles, CA USA
| | - Erica N. Grodin
- grid.19006.3e0000 0000 9632 6718Department of Psychology, University of California at Los Angeles, Los Angeles, CA USA
| | - Claudia G. Aguirre
- grid.19006.3e0000 0000 9632 6718Department of Psychology, University of California at Los Angeles, Los Angeles, CA USA
| | - Alicia Izquierdo
- grid.19006.3e0000 0000 9632 6718Department of Psychology, University of California at Los Angeles, Los Angeles, CA USA
| | - Lara A. Ray
- grid.19006.3e0000 0000 9632 6718Department of Psychology, University of California at Los Angeles, Los Angeles, CA USA ,grid.19006.3e0000 0000 9632 6718Department of Psychiatry and Biobehavioral Sciences, University of California at Los Angeles, Los Angeles, CA USA
| |
Collapse
|
15
|
Chavarria J, Fridberg DJ, Obst E, Zimmermann US, King A. Subjective alcohol responses in high- and low-risk adolescents: results from the Dresden Longitudinal Study on Alcohol Use in Young Adults. Addiction 2021; 116:1716-1724. [PMID: 33283325 PMCID: PMC8729170 DOI: 10.1111/add.15368] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 08/12/2020] [Accepted: 11/30/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND AND AIMS Research shows that sensitivity to certain alcohol responses conveys risk for problem drinking. This study aimed to determine if high-risk adolescent drinkers infuse more alcohol and experience greater alcohol-induced stimulation and wanting and less sedation than low-risk adolescent drinkers. DESIGN AND PARTICIPANTS Ninety-two low- (n = 38) and high-risk (n = 54) adolescent drinkers, as determined by Alcohol Use Disorders Identification Test scores of < 6 or ≥ 6, respectively, participated in the Dresden Longitudinal Study on Alcohol Use in Young Adults in which intravenous alcohol self-administration was examined in a mixed within- and between-subjects design. SETTING Technische Universität Dresden. Dresden, Germany. MEASUREMENTS Predictors were drinking status (high- versus low-risk), time and their interactions. Outcomes were arterial blood alcohol concentration (aBAC); alcohol-induced stimulation, sedation and wanting assessed at baseline, 10 (alcohol prime), 45, 65, 85, 105, 125 and 145 minutes. Covariates were family history of alcohol use disorder, sex and aBAC. RESULTS The alcohol prime dose produced similar sharp increases in stimulation and sedation in high- and low-risk drinkers (time P < 0.001; group × time P > 0.05). During self-administration, high-risk drinkers reached higher aBACs (P = 0.028) at a faster rate (group × time P < 0.001), and experienced further increases in stimulation (group × time P = 0.005) but with similar sedation (group × time P = 0.794) than in low-risk drinkers. High-risk drinkers also exhibited greater tonic alcohol wanting (group P = 0.003) throughout the session. CONCLUSIONS High-risk adolescent drinkers appear to have heightened sensitivity to alcohol-induced stimulation and tonic high levels of wanting compared with low-risk adolescent drinkers.
Collapse
Affiliation(s)
- Jesus Chavarria
- Institute for Mental Health and Policy Research, Centre for Addiction and Mental Health, Toronto, ON M5S 2S1 Canada
| | - Daniel J. Fridberg
- Department of Psychiatry & Behavioral Neuroscience, The University of Chicago, Chicago, IL, USA 60637
| | - Elisabeth Obst
- Department of Psychiatry and Psychotherapy, University Hospital Carl Gustav Carus, Technische Universität Dresden, Fetscherstraße 74, 01307 Dresden, Germany
| | - Ulrich S. Zimmermann
- Department of Psychiatry and Psychotherapy, University Hospital Carl Gustav Carus, Technische Universität Dresden, Fetscherstraße 74, 01307 Dresden, Germany
- Department of Addiction Medicine and Psychotherapy, Isar-Amper-Klinikum München-Ost, Ringstr. 9, 85540 Haar, Germany
| | - Andrea King
- Department of Psychiatry & Behavioral Neuroscience, The University of Chicago, Chicago, IL, USA 60637
| |
Collapse
|
16
|
Green R, Du H, Grodin EN, Nieto SJ, Bujarski S, Roche DJ, Ray LA. A meta-regression of methodological features that predict the effects of medications on the subjective response to alcohol. Alcohol Clin Exp Res 2021; 45:1336-1347. [PMID: 34120356 PMCID: PMC9098140 DOI: 10.1111/acer.14643] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 04/19/2021] [Accepted: 05/14/2021] [Indexed: 01/20/2023]
Abstract
BACKGROUND Alcohol administration paradigms have been used for early efficacy testing of novel compounds for alcohol use disorder (AUD). There has been an ongoing debate about sample characteristics and methodological features that affect the likelihood of detecting an early efficacy signal for AUD medications. We conducted a meta-regression to test whether the drinking level of the study sample and the peak breath alcohol concentration (BrAC) in the alcohol administration study predict the efficacy of AUD pharmacotherapies on the subjective responses to alcohol. METHODS We computed the effects of 21 medications on alcohol-induced stimulation, sedation, negative mood, and craving during alcohol administration in 49 studies. RESULTS Meta-regression analyses indicated a significant and positive effect of pre-study drinks per month on alcohol-induced stimulation (β = 0.142, p < 0.0001), such that as drinking increases, the benefit of medication over placebo decreases. There was an effect of drinks per month on negative mood (β = -0.164, p = 0.0248), such that at higher levels of drinks per month, the effects of medications on negative mood are stronger. For sedation, there was an effect of peak BrAC (β = 0.119, p = 0.0002), such that at low levels of peak BrAC, the effects of medication on sedation were null. For craving, there was a peak BrAC × drinks per month interaction such that at low levels of BrAC, a heavier drinking sample is required to detect the effects of medication on craving. Sensitivity analyses comparing naltrexone studies and non-naltrexone studies suggested that naltrexone was less sensitive to drinks per month across subjective response domains. CONCLUSIONS These analyses show that design features are critical in studies that test the effects of medications on the subjective responses to alcohol. By specifying the significance and directionality of these effects, as well as the specific points in BrAC or drinks per month at which medication effects are detectable, the study offers recommendations for design features of alcohol administration studies that aim to inform AUD medication development.
Collapse
Affiliation(s)
- ReJoyce Green
- University of California Los Angeles, Department of Psychology
| | - Han Du
- University of California Los Angeles, Department of Psychology
| | - Erica N. Grodin
- University of California Los Angeles, Department of Psychology
| | - Steven J. Nieto
- University of California Los Angeles, Department of Psychology
| | | | | | - Lara A. Ray
- University of California Los Angeles, Department of Psychology
- University of California, Los Angeles, Department of Psychiatry and Biobehavioral Sciences, United States
| |
Collapse
|
17
|
King A, Vena A, Hasin D, deWit H, O’Connor SJ, Cao D. Subjective Responses to Alcohol in the Development and Maintenance of Alcohol Use Disorder. Am J Psychiatry 2021; 178:560-571. [PMID: 33397141 PMCID: PMC8222099 DOI: 10.1176/appi.ajp.2020.20030247] [Citation(s) in RCA: 74] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
OBJECTIVE Alcohol use disorder (AUD) remains an urgent public health problem. Longitudinal data are needed to clarify the role of acute subjective responses to alcohol in the development and maintenance of excessive drinking and AUD. The authors report on 10 years of repeated examination of acute alcohol responses in the Chicago Social Drinking Project. METHODS Young adult drinkers (N=190) participated in an initial alcohol challenge (0.8 g/kg of alcohol compared with placebo) that was repeated 5 and 10 years later. They were also assessed on drinking behavior and AUD symptoms at numerous intervals across the decade. Retention was high, as 184 of the 185 (99%) nondeceased active participants completed the 10-year follow-up, and 91% (163 of 179) of those eligible for alcohol consumption engaged in repeated laboratory testing during this interval. RESULTS At the end of the decade, 21% of participants met criteria for past-year AUD. Individuals who reported the greatest alcohol stimulation, liking, and wanting at the initial alcohol challenge were most likely to have developed AUD 10 years later. Further, alcohol-induced stimulation and wanting increased in reexamination testing among those with the highest AUD symptoms as the decade progressed. CONCLUSIONS Initial stimulant and rewarding effects of alcohol predicted heavy alcohol use, and the magnitude of these positive subjective effects increased over a 10-year period in those who developed AUD compared with those who did not develop the disorder. The findings demonstrate systematic changes in subjective responses to alcohol over time, providing an empirical basis for prevention, early intervention, and treatment strategies.
Collapse
Affiliation(s)
- Andrea King
- University of Chicago, Department of Psychiatry & Behavioral Neuroscience, Chicago IL
| | - Ashley Vena
- University of Chicago, Department of Psychiatry & Behavioral Neuroscience, Chicago IL
| | - Deborah Hasin
- Columbia University College of Physicians and Surgeons, Department of Psychiatry, Mailman School of Public Health, Department of Epidemiology, New York, NY
| | - Harriet deWit
- University of Chicago, Department of Psychiatry & Behavioral Neuroscience, Chicago IL
| | - Sean J. O’Connor
- Indiana University School of Medicine and Purdue University, Departments of Psychiatry and Biomedical Engineering, Indianapolis and West Lafayette, IN
| | - Dingcai Cao
- University of Illinois at Chicago, Department of Ophthalmology and Visual Sciences, Chicago, IL
| |
Collapse
|
18
|
Ray LA, Grodin EN, Leggio L, Bechtholt AJ, Becker H, Ewing SWF, Jentsch JD, King AC, Mason BJ, O’Malley S, MacKillop J, Heilig M, Koob GF. The future of translational research on alcohol use disorder. Addict Biol 2021; 26:e12903. [PMID: 32286721 PMCID: PMC7554164 DOI: 10.1111/adb.12903] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2019] [Revised: 03/06/2020] [Accepted: 03/13/2020] [Indexed: 12/13/2022]
Abstract
In March 2019, a scientific meeting was held at the University of California, Los Angeles (UCLA) Luskin Center to discuss approaches to expedite the translation of neurobiological insights to advances in the treatment of alcohol use disorder (AUD). A guiding theme that emerged was that while translational research in AUD is clearly a challenge, it is also a field ripe with opportunities. Herein, we seek to summarize and disseminate the recommendations for the future of translational AUD research using four sections. First, we briefly review the current landscape of AUD treatment including the available evidence-based treatments and their uptake in clinical settings. Second, we discuss AUD treatment development efforts from a translational science viewpoint. We review current hurdles to treatment development as well as opportunities for mechanism-informed treatment. Third, we consider models of translational science and public health impact. Together, these critical insights serve as the bases for a series of recommendations and future directions. Towards the goal of improving clinical care and population health for AUD, scientists are tasked with bolstering the clinical applicability of their research findings so as to expedite the translation of knowledge into patient care.
Collapse
Affiliation(s)
- Lara A. Ray
- University of California Los Angeles, Department of Psychology, Los Angeles, CA, USA
| | - Erica N. Grodin
- University of California Los Angeles, Department of Psychology, Los Angeles, CA, USA
| | - Lorenzo Leggio
- Section on Clinical Psychoneuroendocrinology and Neuropsychopharmacology, National Institute on Alcohol Abuse and Alcoholism Division of Intramural Clinical and Biological Research and National Institute on Drug Abuse Intramural Research Program, National Institutes of Health, Bethesda, MD; Medication Development Program, National Institute on Drug Abuse Intramural Research Program, National Institutes of Health, Baltimore, MD; Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University, Providence, RI, USA
| | - Anita J. Bechtholt
- National Institute on Alcohol Abuse and Alcoholism, Division of Treatment and Recovery Research, National Institutes of Health, Bethesda, MD, USA
| | - Howard Becker
- Charleston Alcohol Research Center, Department of Psychiatry and Behavioral Science; Department of Neuroscience, Medical University of South Carolina; Ralph H. Johnson VA Medical Center, Charleston, SC, USA
| | - Sarah W. Feldstein Ewing
- Oregon Health and Science University, Department of Child and Adolescent Psychiatry, Portland, Oregon, USA
| | - J. David Jentsch
- Binghamton University, Department of Psychology, Binghamton, NY, USA
| | - Andrea C. King
- University of Chicago, Department of Psychiatry and Behavioral Neuroscience, Chicago, IL, USA
| | - Barbara J. Mason
- The Scripps Research Institute, Pearson Center for Alcoholism and Addiction Research, La Jolla, CA, USA
| | | | - James MacKillop
- McMaster University and St. Joseph’s Healthcare Hamilton, Peter Boris Center for Addictions Research, Hamilton, ON, CAN
| | - Markus Heilig
- Linkoping University, Center for Social and Affective Neuroscience, Linkoping, Sweden
| | - George F. Koob
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, USA; National Institute on Drug Abuse, Baltimore, MD, USA
| |
Collapse
|
19
|
Ray LA, Grodin EN. Clinical Neuroscience of Addiction: What Clinical Psychologists Need to Know and Why. Annu Rev Clin Psychol 2021; 17:465-493. [PMID: 33472009 DOI: 10.1146/annurev-clinpsy-081219-114309] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The last three decades in psychological research have been marked by interdisciplinary science. Addiction represents a prime example of a disorder marked by a complex interaction among psychosocial and biological factors. This review highlights critical findings in the basic neuroscience of addiction and translates them into clinical language that can inform clinical psychologists in their research, teaching, and practice. From mechanisms of reward processing, learning and memory, allostasis, incentive-sensitization, withdrawal, tolerance, goal-directed decision making, habit learning, genetics, inflammation, and the microbiome, the common theme of this review is to illustrate the clinical utility of basic neuroscience research and to identify opportunities for clinical science. The thoughtful integration of basic and clinical science provides a powerful tool to fulfill the scientific mission of improving health care. Clinical psychologists have a crucial role to play in the translational science of addiction.
Collapse
Affiliation(s)
- Lara A Ray
- Department of Psychology, University of California, Los Angeles, California 90095, USA; .,Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, California 90095, USA.,Brain Research Institute, University of California, Los Angeles, California 90095, USA
| | - Erica N Grodin
- Department of Psychology, University of California, Los Angeles, California 90095, USA;
| |
Collapse
|
20
|
Qiu Z, Wang J. A voxel-wise meta-analysis of task-based functional MRI studies on impaired gain and loss processing in adults with addiction. J Psychiatry Neurosci 2021; 46:E128-E146. [PMID: 33185525 PMCID: PMC7955844 DOI: 10.1503/jpn.200047] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Disturbances in gain and loss processing have been extensively reported in adults with addiction, a brain disorder characterized by obsession with addictive substances or behaviours. Previous studies have provided conflicting results with respect to neural abnormalities in gain processing in addiction, and few investigations into loss processing. METHODS We conducted voxel-wise meta-analyses of abnormal task-evoked regional activities in adults with substance dependence and gambling addiction during the processing of gains and losses not related to their addiction (mainly monetary). We identified 24 studies, including 465 participants with substance dependence, 81 with gambling addiction and 490 healthy controls. RESULTS Compared with healthy controls, all participants with addictions showed hypoactivations in the prefrontal cortex, striatum and insula and hyperactivations in the default mode network during gain anticipation; hyperactivations in the prefrontal cortex and both hyper- and hypoactivations in the striatum during loss anticipation; and hyperactivations in the occipital lobe during gain outcome. In the substance dependence subgroup, activity in the occipital lobe was increased during gain anticipation but decreased during loss anticipation. LIMITATIONS We were unable to conduct meta-analyses in the gambling addiction subgroup because of a limited data set. We did not investigate the effects of clinical variables because of limited information. CONCLUSION The current study identified altered brain activity associated with higher- and lower-level function during gain and loss processing for non-addiction (mainly monetary) stimuli in adults with substance dependence and gambling addiction. Adults with addiction were more sensitive to anticipatory gains than losses at higher- and lower-level brain areas. These results may help us to better understand the pathology of gain and loss processing in addiction.
Collapse
Affiliation(s)
- Zeguo Qiu
- From the Department of Applied Psychology, Guangdong University of Foreign Studies, Guangzhou 510006, China (Qiu, Wang); and the School of Psychology, The University of Queensland, Brisbane 4067, Australia (Qiu)
| | - Junjing Wang
- From the Department of Applied Psychology, Guangdong University of Foreign Studies, Guangzhou 510006, China (Qiu, Wang); and the School of Psychology, The University of Queensland, Brisbane 4067, Australia (Qiu)
| |
Collapse
|
21
|
Burnette EM, Grodin EN, Schacht JP, Ray LA. Clinical and Neural Correlates of Reward and Relief Drinking. Alcohol Clin Exp Res 2021; 45:194-203. [PMID: 33119924 PMCID: PMC7855771 DOI: 10.1111/acer.14495] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Accepted: 10/19/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND Alcohol use disorder (AUD) is heterogenous. One approach to parsing this heterogeneity is to phenotype individuals by their underlying motivation to drink, specifically drinking for reward (i.e., positive reinforcement) or for relief (i.e., negative reinforcement/normalizing). Reward- versus relief-motivated behavior is thought to be associated with a shift from ventral to dorsal striatal (DS) signaling. The present study examined whether reward and relief drinking were differentially associated with other clinical characteristics and with alcohol cue-elicited activation of the ventral and dorsal striatum. METHODS Non-treatment-seeking heavy drinkers (N = 184; 61 female, 123 male) completed the UCLA Reward, Relief, Habit Drinking Scale (RRHDS) and the Reasons for Heavy Drinking Questionnaire (RHDQ), to categorize drinking motivation. Measures of alcohol use, alcohol problems, mood, and craving were also collected. A subset of participants (N = 45; 17 female, 28 male) also completed a functional neuroimaging alcohol cue reactivity task. RESULTS RRHDS-designated relief/habit drinkers scored lower than reward drinkers on the RHDQ Reinforcement subscale (p = 0.04) and higher on the RHDQ Normalizing subscale (p = 0.004). Relief/habit drinkers also demonstrated greater AUD severity on a host of clinical measures. Relief/habit drinkers displayed higher cue-elicited DS activation compared with reward drinkers (p = 0.04), while ventral striatal cue-elicited activation did not significantly differ between groups. CONCLUSIONS Our findings support and extend the differentiation of reward from relief/habit-motivated drinking and suggest that differences in DS response to conditioned alcohol cues may underlie this distinction. Elucidating neurobiological and clinical differences between these subtypes may facilitate treatment matching and precision medicine for AUD.
Collapse
Affiliation(s)
- Elizabeth M. Burnette
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA
- Neuroscience Interdepartmental Program, University of California at Los Angeles, Los Angeles, CA
| | - Erica N. Grodin
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA
| | - Joseph P. Schacht
- Department of Psychiatry, University of Colorado - Anschutz Medical Campus, Denver, CO
| | - Lara A. Ray
- Department of Psychology, University of California at Los Angeles, Los Angeles, CA
- Department of Psychiatry and Biobehavioral Sciences, University of California at Los Angeles, Los Angeles, CA
| |
Collapse
|
22
|
Acute effects of alcohol on error-elicited negative affect during a cognitive control task. Psychopharmacology (Berl) 2020; 237:3383-3397. [PMID: 32944790 PMCID: PMC7572864 DOI: 10.1007/s00213-020-05619-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 07/21/2020] [Indexed: 10/23/2022]
Abstract
RATIONALE Alcohol intoxication can dampen negative affective reactions to stressors. Recently, it has been proposed that these acute anxiolytic effects of alcohol may extend to dampening of negative affective reactions to error commission during cognitive control tasks. Nonetheless, empirical verification of this claim is lacking. OBJECTIVES Test the acute effect of alcohol on negative affective reactions to errors during an effort-demanding cognitive control task. METHODS Healthy, young adult social drinkers (N = 96 [49 women], 21-36 years old) were randomly assigned to consume alcohol (0.80 g/kg; n = 33 [15 female]), active placebo (0.04 g/kg; n = 33 [18 women]), or a non-alcoholic control beverage (n = 30 [16 women]) before completing the Eriksen flanker task. Corrugator supercilii (Corr) activation, a psychophysiological index of negative affect, was tracked across the task. Two neurophysiological reactions to errors, the error-related negativity (ERN) and the error positivity (Pe), were also measured. RESULTS Erroneous actions increased Corr activation in the control and (to a lesser extent) placebo groups, but not in the alcohol group. Error-induced Corr activation was coupled to ERN and Pe in the control, but not in the alcohol and placebo groups. Error-induced Corr activation was not coupled to post-error performance adjustments in any group. CONCLUSIONS The ability of alcohol to dampen error-related negative affect was verified. It was also shown that placebo alone can disrupt coupling of affective and (neuro)cognitive reactions to errors. Although its behavioral relevance remains to be demonstrated, more attention should be paid to the role of affect in action monitoring and cognitive control processes.
Collapse
|
23
|
Kramer J, Dick DM, King A, Ray LA, Sher KJ, Vena A, Vendruscolo LF, Acion L. Mechanisms of Alcohol Addiction: Bridging Human and Animal Studies. Alcohol Alcohol 2020; 55:603-607. [PMID: 32781467 DOI: 10.1093/alcalc/agaa068] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Revised: 06/18/2020] [Accepted: 06/19/2020] [Indexed: 12/27/2022] Open
Abstract
AIM The purpose of this brief narrative review is to address the complexities and benefits of extending animal alcohol addiction research to the human domain, emphasizing Allostasis and Incentive Sensitization, two models that inform many pre-clinical and clinical studies. METHODS The work reviewed includes a range of approaches, including: a) animal and human studies that target the biology of craving and compulsive consumption; b) human investigations that utilize alcohol self-administration and alcohol challenge paradigms, in some cases across 10 years; c) questionnaires that document changes in the positive and negative reinforcing effects of alcohol with increasing severity of addiction; and d) genomic structural equation modeling based on data from animal and human studies. RESULTS Several general themes emerge from specific study findings. First, positive reinforcement is characteristic of early stage addiction and sometimes diminishes with increasing severity, consistent with both Allostasis and Incentive Sensitization. Second, evidence is less consistent for the predominance of negative reinforcement in later stages of addiction, a key tenant of Allostasis. Finally, there are important individual differences in motivation to drink at a given point in time as well as person-specific change patterns across time. CONCLUSIONS Key constructs of addiction, like stage and reinforcement, are by necessity operationalized differently in animal and human studies. Similarly, testing the validity of addiction models requires different strategies by the two research domains. Although such differences are challenging, they are not insurmountable, and there is much to be gained in understanding and treating addiction by combining pre-clinical and clinical approaches.
Collapse
Affiliation(s)
- John Kramer
- Department of Psychiatry, University of Iowa Carver College of Medicine, 200 Hawkins Dr, 1882JPP, Iowa City, IA 52242-1009, USA
| | - Danielle M Dick
- Department of Psychology, Virginia Commonwealth University, 612 N. Lombardy St., Richmond, VA 23284, USA.,Department Human and Molecular Genetics, Virginia Commonwealth University, 806 West Franklin Street, Box 842018, Richmond, VA 23284, USA
| | - Andrea King
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, 5841 S. Maryland Ave., Room L470, Chicago, IL 60637, USA
| | - Lara A Ray
- Department of Psychology, UCLA, 1285 Franz Hall, Los Angeles, CA 90095, USA
| | - Kenneth J Sher
- Department of Psychological Sciences, University of Missouri, 210 McAlester Hall, Columbia, MO 65211, USA
| | - Ashley Vena
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, 5841 S. Maryland Ave., Room L470, Chicago, IL 60637, USA
| | - Leandro F Vendruscolo
- Neurobiology of Addiction Section, National Institute on Drug Abuse Intramural Research Program, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
| | - Laura Acion
- Department of Psychiatry, University of Iowa Carver College of Medicine, 200 Hawkins Dr, 1882JPP, Iowa City, IA 52242-1009, USA.,Instituto de Cálculo, Universidad de Buenos Aires-CONICET, Intendente Güiraldes 2160, C1428EGA, Buenos Aires, Argentina
| |
Collapse
|
24
|
Haass-Koffler CL, Perciballi R. Alcohol Tolerance in Human Laboratory Studies for Development of Medications to treat Alcohol Use Disorder. Alcohol Alcohol 2020; 55:129-135. [PMID: 31950152 PMCID: PMC7082491 DOI: 10.1093/alcalc/agz103] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Revised: 11/17/2019] [Accepted: 11/26/2019] [Indexed: 01/28/2023] Open
Abstract
AIMS Human laboratory studies have contributed extensively in the research and development of novel medications to treat alcohol use disorder (AUD). Alcohol tolerance may represent one additional variable that can be utilized to expand the understanding of the AUD wide phenotypic profile and provide support to the medication development process. Tolerance is characterized as an individual's subjective response to alcohol and has been recognized as a predictor of AUD progression. Tolerance can be evaluated both by self-reported response (e.g. assessments) and objective measurements (e.g. motor impairment); as such, it represents an exploitable variable in the field of alcohol research. METHODS This Narrative Review focuses on the use of alcohol tolerance, specifically within alcohol laboratory studies, for medication development. It seeks to identify a research gap and a research opportunity in clinical studies to evaluate biobehavioral responses captured in order to develop medications to treat AUD. RESULTS Alcohol tolerance may provide additional information on the safety and tolerability of medications to treat AUD, in particular, when novel medications are co-administered with alcohol within the AUD population. CONCLUSIONS As such, alcohol tolerance represents an additional outcome that may be included in randomized clinical trial (RCT) protocols designed for developing AUD pharmacotherapies.
Collapse
Affiliation(s)
- Carolina L Haass-Koffler
- Department of Psychiatry and Human Behavior, Center for Alcohol and Addiction Studies, Brown University, 121 South Main Street, Providence, RI 02912, USA
- Department of Behavioral and Social Sciences, Center for Alcohol and Addiction Studies, School of Public Health, Brown University, 121 South Main Street, Providence, RI 02912, USA
- Section on Clinical Psychoneuroendocrinology and Neuropsychopharmacology, National Institute on Alcohol Abuse and Alcoholism Division of Intramural Clinical and Biological Research and National Institute on Drug Abuse Intramural Research Program, National Institutes of Health, 10 Center Drive, Bethesda, MD 20892-1108, USA
| | - Roberta Perciballi
- Department of Behavioral and Social Sciences, Center for Alcohol and Addiction Studies, School of Public Health, Brown University, 121 South Main Street, Providence, RI 02912, USA
- Sapienza University, Rome, Italy, Piazzale Aldo Moro, 5, 00185 Roma RM, Italy
| |
Collapse
|
25
|
Bach P, Weil G, Pompili E, Hoffmann S, Hermann D, Vollstädt‐Klein S, Mann K, Perez‐Ramirez U, Moratal D, Canals S, Dursun SM, Greenshaw AJ, Kirsch P, Kiefer F, Sommer WH. Incubation of neural alcohol cue reactivity after withdrawal and its blockade by naltrexone. Addict Biol 2020; 25:e12717. [PMID: 30748046 DOI: 10.1111/adb.12717] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Revised: 12/15/2018] [Accepted: 01/08/2019] [Indexed: 12/25/2022]
Abstract
During the first weeks of abstinence, alcohol craving in patients may increase or "incubate." We hypothesize that Naltrexone (NTX) blocks this incubation effect. Here, we compared NTX effects on neural alcohol cue reactivity (CR) over the first weeks of abstinence and on long-term clinical outcomes to standard treatment. Male alcohol-dependent patients (n = 55) and healthy controls (n = 35) were enrolled. Participants underwent baseline psychometric testing and functional magnetic resonance imaging (fMRI) assessment of mesolimbic alcohol CR. Patients participated in a standard treatment program with the option of adjuvant NTX. They received another scan after 2 weeks of treatment. We found higher CR in several brain regions in patients versus healthy controls. CR significantly increased over 2 weeks in the standard treatment group (n = 13) but not in the NTX group (n = 22). NTX significantly attenuated CR in the left putamen and reduced relapse risk to heavy drinking within 3 months of treatment. Additionally, increased CR in the left putamen and its course over time predicted both NTX response and relapse risk. Carrier status for the functional OPRM1 variant rs1799971:A > G was considered but had no effect on NTX efficacy. In conclusion, NTX was most effective in patients with high CR in the left putamen. While the results from our naturalistic study await further confirmation from prospective randomized trials, they support a potential role of neural CR as a biomarker in the development of precision medicine approaches with NTX.
Collapse
Affiliation(s)
- Patrick Bach
- Department of Addictive Behavior and Addiction MedicineCentral Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim Mannheim Germany
- Feuerlein Center on Translational Addiction Medicine (FCTS)University of Heidelberg Heidelberg Germany
| | - Georg Weil
- Department of Addictive Behavior and Addiction MedicineCentral Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim Mannheim Germany
| | - Enrico Pompili
- Department of Addictive Behavior and Addiction MedicineCentral Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim Mannheim Germany
| | - Sabine Hoffmann
- Department of Addictive Behavior and Addiction MedicineCentral Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim Mannheim Germany
- Feuerlein Center on Translational Addiction Medicine (FCTS)University of Heidelberg Heidelberg Germany
| | - Derik Hermann
- Department of Addictive Behavior and Addiction MedicineCentral Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim Mannheim Germany
- Feuerlein Center on Translational Addiction Medicine (FCTS)University of Heidelberg Heidelberg Germany
| | - Sabine Vollstädt‐Klein
- Department of Addictive Behavior and Addiction MedicineCentral Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim Mannheim Germany
| | - Karl Mann
- Department of Addictive Behavior and Addiction MedicineCentral Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim Mannheim Germany
| | - Ursula Perez‐Ramirez
- Center for Biomaterials and Tissue Engineering, Universitat Politècnica de València Valencia Spain
| | - David Moratal
- Center for Biomaterials and Tissue Engineering, Universitat Politècnica de València Valencia Spain
| | - Santiago Canals
- Instituto de Neurociencias, Consejo Superior de Investigaciones Científicas and Universidad Miguel Hernández San Juan de Alicante Spain
| | | | | | - Peter Kirsch
- Department for Clinical PsychologyCentral Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim Mannheim Germany
| | - Falk Kiefer
- Department of Addictive Behavior and Addiction MedicineCentral Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim Mannheim Germany
- Feuerlein Center on Translational Addiction Medicine (FCTS)University of Heidelberg Heidelberg Germany
| | - Wolfgang H. Sommer
- Department of Addictive Behavior and Addiction MedicineCentral Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim Mannheim Germany
- Institute of Psychopharmacology, Central Institute of Mental HealthUniversity of Heidelberg, Medical Faculty Mannheim Mannheim Germany
| |
Collapse
|
26
|
Cofresí RU, Bartholow BD, Piasecki TM. Evidence for incentive salience sensitization as a pathway to alcohol use disorder. Neurosci Biobehav Rev 2019; 107:897-926. [PMID: 31672617 PMCID: PMC6878895 DOI: 10.1016/j.neubiorev.2019.10.009] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Revised: 10/14/2019] [Accepted: 10/15/2019] [Indexed: 12/12/2022]
Abstract
The incentive salience sensitization (ISS) theory of addiction holds that addictive behavior stems from the ability of drugs to progressively sensitize the brain circuitry that mediates attribution of incentive salience (IS) to reward-predictive cues and its behavioral manifestations. In this article, we establish the plausibility of ISS as an etiological pathway to alcohol use disorder (AUD). We provide a comprehensive and critical review of evidence for: (1) the ability of alcohol to sensitize the brain circuitry of IS attribution and expression; and (2) attribution of IS to alcohol-predictive cues and its sensitization in humans and non-human animals. We point out gaps in the literature and how these might be addressed. We also highlight how individuals with different alcohol subjective response phenotypes may differ in susceptibility to ISS as a pathway to AUD. Finally, we discuss important implications of this neuropsychological mechanism in AUD for psychological and pharmacological interventions attempting to attenuate alcohol craving and cue reactivity.
Collapse
Affiliation(s)
- Roberto U Cofresí
- University of Missouri, Department of Psychological Sciences, Columbia, MO 65211, United States.
| | - Bruce D Bartholow
- University of Missouri, Department of Psychological Sciences, Columbia, MO 65211, United States
| | - Thomas M Piasecki
- University of Missouri, Department of Psychological Sciences, Columbia, MO 65211, United States
| |
Collapse
|
27
|
Hansson AC, Gründer G, Hirth N, Noori HR, Spanagel R, Sommer WH. Dopamine and opioid systems adaptation in alcoholism revisited: Convergent evidence from positron emission tomography and postmortem studies. Neurosci Biobehav Rev 2019; 106:141-164. [DOI: 10.1016/j.neubiorev.2018.09.010] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Revised: 09/08/2018] [Accepted: 09/14/2018] [Indexed: 12/20/2022]
|
28
|
Ray LA, Green R, Roche DJ, Magill M, Bujarski S. Naltrexone effects on subjective responses to alcohol in the human laboratory: A systematic review and meta-analysis. Addict Biol 2019; 24:1138-1152. [PMID: 31148304 DOI: 10.1111/adb.12747] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Revised: 02/13/2019] [Accepted: 02/24/2019] [Indexed: 02/03/2023]
Abstract
Naltrexone (NTX) has been widely studied for the treatment of alcohol use disorder with overall support for its efficacy. The mechanisms of action of naltrexone are thought to involve attenuation of the hedonic effects of alcohol and potentiation of its aversive effects. In order to provide a quantitative estimate of the effects of naltrexone on subjective response to alcohol, the aims of this meta-analytic review are to examine the effects of naltrexone across four domains of subjective response. Meta-analyses of naltrexone effects on alcohol craving (k = 16, N = 686), stimulation (k = 15, N = 675), sedation (k = 18, N = 777), and negative mood (k = 9, N = 281) suggested that under laboratory conditions and compared with placebo, naltrexone reduces craving (Hedges g = -0.252; SE = 0.054; 95% CI, -0.375 to -0.130; P < 0.01), reduces stimulation (g = -0.223; SE = 0.067; 95% CI, -0.372 to -0.074; P < 0.01), increases sedation (g = 0.251; SE = 0.064; 95% CI, 0.112-0.389; P < 0.01), and increases negative mood (g = 0.227; SE = 0.047; 95% CI, 0.100-0.354; P < 0.01). Results were robust when drinks per month and alcohol dose were added to the models as covariates. The effects of naltrexone varied by severity of alcohol use with medication effects on craving and stimulation being observed in sample of both heavy drinkers and AUD individuals. These results are consistent with the hypothesized mechanisms of action of NTX, although the effects are of small magnitude. This meta-analysis aggregates across multiple human laboratory studies of NTX's effects on subjective response to alcohol, providing a comprehensive summary of a key mechanism of NTX efficacy, namely, alteration of the subjective experience of alcohol.
Collapse
Affiliation(s)
- Lara A. Ray
- Department of PsychologyUniversity of California, Los Angeles Los Angeles CA USA
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los Angeles Los Angeles CA USA
| | - ReJoyce Green
- Department of PsychologyUniversity of California, Los Angeles Los Angeles CA USA
| | | | - Molly Magill
- Center for Alcohol and Addiction StudiesBrown University Providence RI USA
| | - Spencer Bujarski
- Department of PsychologyUniversity of California, Los Angeles Los Angeles CA USA
| |
Collapse
|
29
|
Green R, Grodin E, Lim AC, Venegas A, Bujarski S, Krull J, Ray LA. The Interplay Between Subjective Response to Alcohol, Craving, and Alcohol Self-Administration in the Human Laboratory. Alcohol Clin Exp Res 2019; 43:907-915. [PMID: 30860603 PMCID: PMC6519957 DOI: 10.1111/acer.14001] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Accepted: 02/17/2019] [Indexed: 11/28/2022]
Abstract
BACKGROUND Despite a rich literature on human laboratory paradigms of subjective response (SR) to alcohol, craving for alcohol, and alcohol self-administration, few studies have examined the interplay across these 3 constructs. The present study addresses this gap in the literature by examining the interplay between SR, craving, and self-administration in the human laboratory. METHODS Data were culled from a medication study (NCT02026011) in which heavy drinking participants of East Asian ancestry completed 2 double-blinded and counterbalanced experimental sessions. In each experimental session, participants received a priming dose of intravenous (IV) alcohol to a target breath alcohol concentration (BrAC) of 0.06 g/dl and measures of SR (stimulation and sedation) and alcohol craving were collected across rising BrACs. The IV alcohol challenge was immediately followed by a 1-hour alcohol self-administration period. RESULTS Mixed model analyses found a positive and significant relationship between the slope of stimulation and the slope of craving during the alcohol challenge. The relationship between sedation and craving, however, was not significant. The slope of craving during the alcohol challenge significantly predicted a higher number of mini-drinks consumed and lower latency to first drink. Further, mediation analyses found that craving was a significant mediator of the relationship between stimulation and total number of mini-drinks consumed, but the same pattern was not found for sedation. CONCLUSIONS Insofar as alcohol self-administration represents the end point of interest for a host of experimental and clinical research questions, the present study suggests that alcohol craving represents a more proximal predictor of self-administration than measures of alcohol-induced stimulation. It is recommended that human laboratory models interpret measures of SR and craving in light of their relative predictive utility for drinking outcomes.
Collapse
Affiliation(s)
- ReJoyce Green
- Department of Psychology, University of California, Los Angeles, Los Angeles, California
| | - Erica Grodin
- Department of Psychology, University of California, Los Angeles, Los Angeles, California
| | - Aaron C Lim
- Department of Psychology, University of California, Los Angeles, Los Angeles, California
| | - Alexandra Venegas
- Department of Psychology, University of California, Los Angeles, Los Angeles, California
| | - Spencer Bujarski
- Department of Psychology, University of California, Los Angeles, Los Angeles, California
| | - Jennifer Krull
- Department of Psychology, University of California, Los Angeles, Los Angeles, California
| | - Lara A Ray
- Department of Psychology, University of California, Los Angeles, Los Angeles, California
| |
Collapse
|
30
|
Cho SB, Su J, Kuo SIC, Bucholz KK, Chan G, Edenberg HJ, McCutcheon VV, Schuckit MA, Kramer JR, Dick DM. Positive and negative reinforcement are differentially associated with alcohol consumption as a function of alcohol dependence. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2019; 33:58-68. [PMID: 30667237 PMCID: PMC6459181 DOI: 10.1037/adb0000436] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
A multistage model of drug addiction in which individuals' motivations for use change as they develop problems is widely accepted; however, the evidence for this model comes mostly from animal work and cross-sectional studies. We used longitudinal data to test whether positive and negative reinforcement associated with alcohol consumption differed as a function of alcohol dependence (AD). Specifically, we tested whether (a) positive reinforcement is more strongly associated with alcohol consumption than is negative reinforcement among individuals without AD, (b) negative reinforcement is more strongly associated with AD than is positive reinforcement, and (c) in the presence of AD, the association between positive reinforcement and alcohol consumption becomes weaker, whereas the association with negative reinforcement becomes stronger. We included assessments between Ages 18 and 30 years from participants who indicated they ever had a drink (N = 2,556; 51.6% female) from the Collaborative Study on the Genetics of Alcoholism Prospective Study. Results from generalized estimating equations indicated that positive, but not negative, reinforcement was associated with alcohol consumption among individuals without AD. Both positive and negative reinforcement were associated with AD, but the association was stronger with negative reinforcement. Results from the multilevel growth model indicated that the association between negative reinforcement and alcohol consumption became stronger with the presence of AD, whereas the association between positive reinforcement and alcohol consumption did not differ as a function of AD. We provide empirical evidence that positive and negative reinforcement are differentially associated with alcohol consumption as a function of AD. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
Collapse
Affiliation(s)
- Seung Bin Cho
- Department of Psychology, Virginia Commonwealth University
| | - Jinni Su
- Department of Psychology, Virginia Commonwealth University
| | | | | | - Grace Chan
- Department of Psychiatry, University of Connecticut
| | - Howard J Edenberg
- Department of Biochemistry and Molecular Biology, Indiana University
| | | | - Marc A Schuckit
- Department of Psychiatry, University of California at San Diego
| | | | | |
Collapse
|
31
|
Nona CN, Hendershot CS, Lê AD. Behavioural sensitization to alcohol: Bridging the gap between preclinical research and human models. Pharmacol Biochem Behav 2018; 173:15-26. [DOI: 10.1016/j.pbb.2018.08.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Revised: 07/31/2018] [Accepted: 08/07/2018] [Indexed: 12/28/2022]
|
32
|
Stathopoulou G, Pollack MH, Otto MW. Anxiety sensitivity moderates drug cravings in response to induced negative affect in opioid dependent outpatients. Addict Behav 2018; 84:75-78. [PMID: 29631093 DOI: 10.1016/j.addbeh.2018.03.020] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 03/12/2018] [Accepted: 03/12/2018] [Indexed: 11/19/2022]
Affiliation(s)
- Georgia Stathopoulou
- Addiction Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States.
| | - Mark H Pollack
- Department of Psychiatry, Rush University Medical Center, Chicago, IL, United States
| | - Michael W Otto
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, United States
| |
Collapse
|
33
|
Bujarski S, Jentsch JD, Roche DJO, Ramchandani VA, Miotto K, Ray LA. Differences in the subjective and motivational properties of alcohol across alcohol use severity: application of a novel translational human laboratory paradigm. Neuropsychopharmacology 2018; 43:1891-1899. [PMID: 29802367 PMCID: PMC6046045 DOI: 10.1038/s41386-018-0086-9] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2017] [Revised: 04/27/2018] [Accepted: 04/29/2018] [Indexed: 11/09/2022]
Abstract
The Allostatic Model proposes that Alcohol Use Disorder (AUD) is associated with a transition in the motivational structure of alcohol drinking: from positive reinforcement in early-stage drinking to negative reinforcement in late-stage dependence. However, direct empirical support for this preclinical model from human experiments is limited. This study tests predictions derived from the Allostatic Model in humans. Specifically, this study tested whether alcohol use severity (1) independently predicts subjective responses to alcohol (SR; comprised of stimulation/hedonia, negative affect, sedation and craving domains), and alcohol self-administration and 2) moderates associations between domains of SR and alcohol self-administration. Heavy drinking participants ranging in severity of alcohol use and problems (N = 67) completed an intravenous alcohol administration paradigm combining an alcohol challenge (target BrAC = 60 mg%), with progressive ratio self-administration. Alcohol use severity was associated with greater baseline negative affect, sedation, and craving but did not predict changes in any SR domain during the alcohol challenge. Alcohol use severity also predicted greater self-administration. Craving during the alcohol challenge strongly predicted self-administration and sedation predicted lower self-administration. Neither stimulation, nor negative affect predicted self-administration. This study represents a novel approach to translating preclinical neuroscientific theories to the human laboratory. As expected, craving predicted self-administration and sedation was protective. Contrary to the predictions of the Allostatic Model, however, these results were inconsistent with a transition from positively to negatively reinforced alcohol consumption in severe AUD. Future studies that assess negative reinforcement in the context of an acute stressor are warranted.
Collapse
Affiliation(s)
- Spencer Bujarski
- Department of Psychology, University of California, Los Angeles, CA, USA.
| | - J. David Jentsch
- 0000 0001 2164 4508grid.264260.4Department of Psychology, Binghamton University, Binghamton, NY USA
| | - Daniel J. O. Roche
- 0000 0000 9632 6718grid.19006.3eDepartment of Psychology, University of California, Los Angeles, CA USA
| | - Vijay A. Ramchandani
- 0000 0001 2297 5165grid.94365.3dSection on Human Psychopharmacology, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD USA
| | - Karen Miotto
- 0000 0000 9632 6718grid.19006.3eDepartment of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA USA
| | - Lara A. Ray
- 0000 0000 9632 6718grid.19006.3eDepartment of Psychology, University of California, Los Angeles, CA USA ,0000 0000 9632 6718grid.19006.3eDepartment of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA USA
| |
Collapse
|
34
|
Cardiac vagal dysfunction moderates patterns of craving across the day in moderate to heavy consumers of alcohol. PLoS One 2018; 13:e0200424. [PMID: 30016350 PMCID: PMC6049906 DOI: 10.1371/journal.pone.0200424] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Accepted: 06/26/2018] [Indexed: 01/09/2023] Open
Abstract
Background Alcohol craving, a known correlate of vulnerability to Alcohol Use Disorder (AUD), has been found to be inversely related to cardiac vagal tone (CVT). Here we examine how resting CVT, CVT reactivity to a postural challenge, and their interaction influence craving during imposed alcohol abstinence and their usual drinking among moderate to heavy drinkers. Methods Participants were recruited from the local community (final n = 29) and assessed for CVT functioning via respiratory sinus arrhythmia (RSA) at rest (RSA-rest) and during a postural challenge (RSA-react). Craving intensity was assessed throughout the day during 3-day periods of imposed alcohol abstinence (abstained days) and drinking as usual (normal days) via Ecological Momentary Assessment (EMA). Multilevel statistical modeling assessed relationships between patterns of CVT and diurnal craving. The primary hypothesis of interest was that the interaction of RSA-rest with RSA-react would be significantly associated with increased craving across the day. Results Overall, craving increased throughout the day and significantly decreased after drinking (p < 0.001). There was a significant interaction between RSA-rest and RSA-react with plots revealing that this effect was driven by an aberrant craving pattern among participants with higher RSA-rest and a sluggish vagal brake in response to a postural shift—atypical RSA-react. Conclusion Although additional research is needed to corroborate these findings, our results suggest that moderate-heavy drinkers characterized by higher RSA-rest and atypical RSA-react exhibit aberrant patterns of craving across the day that may represent a risk factor for AUD.
Collapse
|
35
|
Hendershot CS, Nona CN. A Review of Developmental Considerations in Human Laboratory Alcohol Research. CURRENT ADDICTION REPORTS 2017; 4:364-378. [PMID: 29326866 DOI: 10.1007/s40429-017-0173-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
PURPOSE OF REVIEW Human laboratory studies involving alcohol administration have generated critical knowledge about individual differences in risk for alcohol use disorder (AUD), but have primarily involved adult populations and cross-sectional research designs. Ethical constraints have largely precluded human laboratory alcohol research in adolescence, and prospective studies have been rare. This paper provides an overview of developmental considerations in human laboratory alcohol research, with a focus on studies conducted with youth. RECENT FINDINGS Recent human laboratory studies from Europe and Canada have examined aspects of alcohol response during late adolescence, while recent survey studies from the United States have highlighted methods for circumventing alcohol administration in studies of adolescents. SUMMARY Across several decades of research, exceedingly few laboratory studies have examined developmental differences in alcohol responses or utilized prospective designs. Efforts to prioritize prospective research would further clarify the role of alcohol sensitivity traits as predictors or markers of AUD onset and progression.
Collapse
Affiliation(s)
- Christian S Hendershot
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.,Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.,Department of Psychology, University of Toronto, Toronto, Ontario, Canada
| | - Christina N Nona
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| |
Collapse
|
36
|
Nona CN, Nobrega JN. A role for nucleus accumbens glutamate in the expression but not the induction of behavioural sensitization to ethanol. Behav Brain Res 2017; 336:269-281. [PMID: 28919158 DOI: 10.1016/j.bbr.2017.09.024] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Revised: 08/23/2017] [Accepted: 09/13/2017] [Indexed: 12/27/2022]
Abstract
Mechanisms underlying differential sensitivity to behavioural sensitization to ethanol (EtOH) remain poorly understood, although accumulating evidence suggests a role for glutamatergic processes in the ventral striatum. Efforts to address this issue can benefit from the well-documented fact that in any given cohort, some of the mice (High sensitized; HS) show robust sensitization, while others (Low sensitized; LS) show little, if any, sensitization. Here, we examined whether this variability might be differentially associated with nucleus accumbens (NAc) glutamate processes. Male DBA mice received 5 EtOH (2.2g/kg) or saline injections twice a week and were challenged with EtOH (1.8g/kg) 2 weeks after injection 5. When an EtOH challenge was administered 2 weeks following the induction of sensitization, HS, but not LS, mice showed a robust increase in glutamate levels (67%, P<0.01) as measured by in vivo microdialysis. In a separate cohort, the mGlu2/3 agonist LY354740 (10mg/kg), given prior to the EtOH challenge, abolished the expression of sensitization. To ascertain whether enhanced release could also be observed during the induction of sensitization, glutamate levels were measured after the 1st and 5th EtOH injection and were found to be unchanged in HS mice, although briefly elevated in LS mice at injection 5. To further assess possible glutamate involvement during the induction of sensitization, sensitizing EtOH injections were co-administered with NMDAR antagonists. At the doses used, MK-801 (0.25mg/kg) and CGS 19755 (10mg/kg) blocked the expression of sensitization, but did not significantly interfere with the development of EtOH sensitization. Within the limitations of the present design, the results suggest an important role for EtOH-induced glutamate release in the NAc when sensitization is well established, but not necessarily during the development of sensitization.
Collapse
Affiliation(s)
- Christina N Nona
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada; Behavioural Neurobiology Laboratory, Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, ON, Canada.
| | - José N Nobrega
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada; Behavioural Neurobiology Laboratory, Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, ON, Canada; Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada; Departments of Psychiatry and Psychology, University of Toronto, Toronto, ON, Canada
| |
Collapse
|
37
|
Roche DJO, Worley MJ, Courtney KE, Bujarski S, London ED, Shoptaw S, Ray LA. Naltrexone moderates the relationship between cue-induced craving and subjective response to methamphetamine in individuals with methamphetamine use disorder. Psychopharmacology (Berl) 2017; 234:1997-2007. [PMID: 28357460 PMCID: PMC5480611 DOI: 10.1007/s00213-017-4607-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Accepted: 03/14/2017] [Indexed: 01/03/2023]
Abstract
RATIONALE Reductions in cue-induced craving and subjective response to drugs of abuse are commonly used as initial outcome measures when testing novel medications for the treatment of addiction. Yet neither the relationship between these two measures at the individual level nor the moderating effects of pharmacotherapies on this relationship has been examined. OBJECTIVE This secondary data analysis sought to examine (1) the predictive relationship between cue-induced craving and subsequent acute subjective response to methamphetamine (MA) and (2) whether the opioid-receptor antagonist naltrexone moderated this association in a sample of non-treatment-seeking individuals who met DSM-IV criteria for MA use disorder (abuse or dependence). METHODS Participants (n = 30) completed two 4-day medication regimens (oral naltrexone 50 mg or placebo, in a randomized, counterbalanced, and double-blind fashion). On day 4 of each medication regimen, participants completed a cue-reactivity paradigm followed by intravenous MA administration. Methamphetamine craving was assessed after the cue-reactivity paradigm, and subjective response to MA was assessed during MA infusion. RESULTS Cue-induced craving for MA was positively associated with post-infusion subjective MA effects, including positive (i.e., stimulation, good effects, feel drug, high), negative (i.e., anxious and depressed), and craving-related (i.e., want more, would like access to drug, crave) responses. Naltrexone, vs. placebo, significantly reduced the association between cue-induced craving and positive subjective response to MA. CONCLUSIONS The findings indicate that naltrexone moderates the predictive relationship between cue-induced craving and positive subjective effects of MA, thereby suggesting a behavioral mechanism by which naltrexone may be efficacious in treating MA use disorder.
Collapse
Affiliation(s)
- Daniel J O Roche
- Department of Psychology, University of California, Los Angeles, 1285 Franz Hall, Box 951563, Los Angeles, CA, 90095-1563, USA
| | - Matthew J Worley
- Department of Psychiatry, University of California, San Diego, San Diego, CA, USA
| | - Kelly E Courtney
- Department of Psychiatry, University of California, San Diego, San Diego, CA, USA
| | - Spencer Bujarski
- Department of Psychology, University of California, Los Angeles, 1285 Franz Hall, Box 951563, Los Angeles, CA, 90095-1563, USA
| | - Edythe D London
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Steven Shoptaw
- Department of Family Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Lara A Ray
- Department of Psychology, University of California, Los Angeles, 1285 Franz Hall, Box 951563, Los Angeles, CA, 90095-1563, USA.
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA.
| |
Collapse
|
38
|
Dennhardt AA, Murphy JG, McDevitt-Murphy ME, Williams JL. Drinking motives mediate the relationship between alcohol reward value and alcohol problems in military veterans. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2017; 30:819-826. [PMID: 28068111 DOI: 10.1037/adb0000197] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Elevated alcohol reward value (RV) has been linked to higher levels of drinking and alcohol-related consequences, and there is evidence that specific drinking motives may mediate the relationship between demand and problematic alcohol use in college students, making these variables potentially important indicators of risk for high RV and alcohol problems. The present study evaluated these relationships in a high-risk sample of military veterans. Heavy-drinking (N = 68) veterans of Operations Enduring Freedom or Iraqi Freedom (OEF/OIF) completed the alcohol purchase task (APT) measure of alcohol demand (RV), and standard assessments of alcohol consumption, alcohol-related problems, and drinking motives. RV was associated with overall alcohol consequences, interpersonal alcohol consequences, social responsibility consequences and impulse control consequences. Mediation analyses indicated significant mediation of the relationships between RV and a number of problem subscales by social motives, coping-anxiety motives, coping-depression motives and enhancement motives. This suggests that individuals who have a high valuation of alcohol may have increased motivation to drink in social, mood-enhancement, and coping situations, resulting in increased alcohol-related consequences. Demand and drinking motives should be examined as potential indicators of need for intervention services and as treatment targets in veterans. (PsycINFO Database Record
Collapse
|
39
|
Alcohol Stimulation and Sedation: a Critical Review of the Biphasic Alcohol Effects Scale. CURRENT ADDICTION REPORTS 2017. [DOI: 10.1007/s40429-017-0150-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|
40
|
Otto JM, Gizer IR, Deak JD, Fleming KA, Bartholow BD. A cis-eQTL in OPRM1 is Associated with Subjective Response to Alcohol and Alcohol Use. Alcohol Clin Exp Res 2017; 41:929-938. [PMID: 28273335 PMCID: PMC5404990 DOI: 10.1111/acer.13369] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Accepted: 02/25/2017] [Indexed: 12/22/2022]
Abstract
BACKGROUND A functional polymorphism within the μ-opioid receptor (OPRM1) gene, rs1799971 (A118G), previously has been associated with measures of alcohol use and sensitivity to its effects, but findings have been inconclusive. A recent study suggested that a second nearby variant within OPRM1, rs3778150, is robustly associated with heroin dependence and fully explained a smaller observed association with rs1799971. Given evidence that the rs3778150-C allele is associated with decreased OPRM1 expression levels in the human brain, the current study sought to test the hypothesis that rs3778150 represents a causal variant within OPRM1 that increases risk for a variety of alcohol use phenotypes. METHODS Participants with genotype and phenotype data from a larger experimental study (N = 152) were assessed on measures of subjective response to alcohol and alcohol use. Measures included (i) the Self-Rating of the Effects of Alcohol and the Alcohol Sensitivity Questionnaire, (ii) the Biphasic Alcohol Effects Scale (BAES) and ratings of subjective intoxication, and (iii) average number of drinks per week in the past month. RESULTS Compared to rs3778150-T homozygous individuals, carriers of the rs3778150-C allele exhibited significantly lower retrospective self-report levels of alcohol sensitivity. Carriers of the rs3778150-C allele also exhibited lower levels of BAES alcohol-related stimulation during an alcohol challenge and reported higher levels of drinking in the last 30 days. With the exception of lower levels of BAES alcohol-related sedation, the rs1799971 variant did not show consistent significant association with any of the alcohol phenotypes in the presence of rs3778150. CONCLUSIONS Results suggest that rs3778150 may be causally related to alcohol use phenotypes, and could potentially account for previously observed associations of rs1799971 with substance use phenotypes. Future studies may investigate potential causal relations among genetic variants in OPRM1, subjective response to alcohol, and drinking phenotypes to further delineate the effects of rs3778150.
Collapse
Affiliation(s)
- Jacqueline M Otto
- Department of Psychological Sciences, University of Missouri, Columbia, Missouri
| | - Ian R Gizer
- Department of Psychological Sciences, University of Missouri, Columbia, Missouri
| | - Joseph D Deak
- Department of Psychological Sciences, University of Missouri, Columbia, Missouri
| | - Kimberly A Fleming
- Department of Psychological Sciences, University of Missouri, Columbia, Missouri
| | - Bruce D Bartholow
- Department of Psychological Sciences, University of Missouri, Columbia, Missouri
| |
Collapse
|
41
|
Subjective alcohol responses in a cross-sectional, field-based study of adolescents and young adults: Effects of age, drinking level, and dependence/consequences. Drug Alcohol Depend 2017; 170:156-163. [PMID: 27918951 PMCID: PMC5218599 DOI: 10.1016/j.drugalcdep.2016.11.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2016] [Revised: 10/24/2016] [Accepted: 11/09/2016] [Indexed: 11/24/2022]
Abstract
BACKGROUND Adolescents are physically, cognitively, socially, and emotionally different than adults in ways that may partially explain why alcohol misuse typically develops during this period. Ample animal-science evidence and nascent ecological evidence points toward developmentally limited differences in sensitivity to alcohol's stimulatory and sedative effects. Field-based research methods were used to test for such age-related differences in a sample of adolescents through young adults. Potential moderating influences of estimated blood alcohol content (eBAC), as well as typical consumption and level of dependence/consequences were explored. METHODS Subjective alcohol responses were collected from 1,364 participants, aged 17 to 32 years, recruited outside of venues where drinking takes place in a small metropolitan bar district. RESULTS Self-reports of stimulatory response to alcohol were age-related, such that younger participants reported increased subjective stimulation at the time of data collection relative to older participants. Age-related differences in stimulatory responses were more pronounced at lower eBACs and among younger participants who typically drank more heavily. Stimulatory responses generally diminished among older than younger participants, although individuals with greater dependence/consequences consistently reported greater stimulation from drinking. Contrastingly, age, typical consumption, and dependence/consequences were not related to sedation in this sample. CONCLUSIONS This research provides cross-sectional evidence to support age-, consumption-, and dependence/consequences-related differences in stimulatory alcohol responses among adolescents and young adults assessed within a bar-area context. While cross-sectional, the results of this field-based study provide support for the theory that addiction liability is developmentally linked and associated, in part, with age-related differences in subjective alcohol responses.
Collapse
|
42
|
Bujarski S, Hutchison KE, Prause N, Ray LA. Functional significance of subjective response to alcohol across levels of alcohol exposure. Addict Biol 2017; 22:235-245. [PMID: 26256114 DOI: 10.1111/adb.12293] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2014] [Revised: 07/09/2015] [Accepted: 07/13/2015] [Indexed: 12/13/2022]
Abstract
Pre-clinical neurobiological models of addiction etiology including both the allostatic model and incentive sensitization theory suggest that alcohol consumption among alcohol-dependent (AD) individuals will be dissociated from hedonic reward as positive reinforcement mechanisms wane in later stage dependence. The aims of this study are to test this claim in humans by examining the relationship between dimensions of subjective responses to alcohol (SR) and alcohol craving across levels of alcohol exposure. Non-treatment-seeking drinkers (n = 205) completed an i.v. alcohol challenge (final target breath alcohol concentration = 0.06 g/dl) and reported on SR and craving. Participants were classified as light-to-moderate drinkers (LMD), heavy drinkers (HD) or AD. Analyses examined group differences in SR and craving response magnitude, as well as concurrent and predictive associations between SR domains and craving. At baseline, LMD and AD reported greater stimulation than HD, which carried over post-alcohol administration. However, stimulation was dose-dependently associated with alcohol craving in HD only. Furthermore, lagged models found that stimulation preceded craving among HD only, whereas this hypothesized pattern of results was not observed for craving preceding stimulation. Sedation was also positively associated with craving, yet no group differences were observed. In agreement with the prediction of diminished positive reinforcement in alcohol dependence, this study showed that stimulation/hedonic reward from alcohol did not precede craving in AD, whereas stimulation was dose-dependently associated with and preceded craving among non-dependent HD.
Collapse
Affiliation(s)
- Spencer Bujarski
- Department of Psychology; University of California Los Angeles; Los Angeles CA USA
| | | | - Nicole Prause
- Semel Neuropsychiatric Institute, Department of Psychiatry; University of California; Los Angeles CA USA
| | - Lara A. Ray
- Department of Psychology; University of California Los Angeles; Los Angeles CA USA
- Department of Psychiatry and Biobehavioral Sciences; University of California; Los Angeles CA USA
| |
Collapse
|
43
|
Bujarski S, Ray LA. Experimental psychopathology paradigms for alcohol use disorders: Applications for translational research. Behav Res Ther 2016; 86:11-22. [PMID: 27266992 PMCID: PMC5067182 DOI: 10.1016/j.brat.2016.05.008] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2016] [Revised: 05/12/2016] [Accepted: 05/26/2016] [Indexed: 02/05/2023]
Abstract
In spite of high prevalence and disease burden, scientific consensus on the etiology and treatment of Alcohol Use Disorder (AUD) has yet to be reached. The development and utilization of experimental psychopathology paradigms in the human laboratory represents a cornerstone of AUD research. In this review, we describe and critically evaluate the major experimental psychopathology paradigms developed for AUD, with an emphasis on their implications, strengths, weaknesses, and methodological considerations. Specifically we review alcohol administration, self-administration, cue-reactivity, and stress-reactivity paradigms. We also provide an introduction to the application of experimental psychopathology methods to translational research including genetics, neuroimaging, pharmacological and behavioral treatment development, and translational science. Through refining and manipulating key phenotypes of interest, these experimental paradigms have the potential to elucidate AUD etiological factors, improve the efficiency of treatment developments, and refine treatment targets thus advancing precision medicine.
Collapse
Affiliation(s)
- Spencer Bujarski
- Department of Psychology, University of California, Los Angeles, United States.
| | - Lara A Ray
- Department of Psychology, University of California, Los Angeles, United States; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, United States
| |
Collapse
|
44
|
Ray LA, Bujarski S, Roche DJO. Subjective Response to Alcohol as a Research Domain Criterion. Alcohol Clin Exp Res 2016; 40:6-17. [PMID: 26727518 DOI: 10.1111/acer.12927] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2014] [Accepted: 10/12/2015] [Indexed: 01/03/2023]
Abstract
BACKGROUND Individual differences in the subjective experience of the pharmacological effects of alcohol have long been implicated in the likelihood that one will drink heavily and develop alcoholism. The theme of this conceptual review and perspective article is to synthesize the literature on subjective responses to alcohol and to set an agenda for the next generation of research in the area. Specifically, we contend that in order for subjective response to alcohol to play a prominent role in alcoholism research, it is critical that it be studied as a multimodal phenotype. METHODS First, we review the human research on subjective response to alcohol measured under controlled laboratory conditions and draw recommendations for the application of these findings to understanding alcoholism neurobiology in humans. Second, we highlight multimodal approaches, including studies of the genetic and neural substrates of individual differences in subjective response to alcohol. Third, we review treatment implications with a focus on subjective response to alcohol as an intervention target. Upon review of the research on subjective response to alcohol across levels of analyses, we provide recommendations for leveraging these phenotypes in a systematic and methodologically rigorous fashion that can address central questions about alcoholism etiology, disease progression, and personalized treatment. DISCUSSION The approach recommended herein is largely consistent with the Research Domain Criteria (RDoC) initiative across the National Institute of Mental Health. The defining feature of such domains is that they inform behavior yet be amenable to examination through multiple units of analysis, such as molecular, genetic, circuit-level, and behavioral measurements. To that end, we contend that subjective response to alcohol represents a behaviorally and biologically plausible phenotype upon which to build using the RDoC framework for understanding alcohol use disorder.
Collapse
Affiliation(s)
- Lara A Ray
- Department of Psychology, University of California, Los Angeles, Los Angeles, California
| | - Spencer Bujarski
- Department of Psychology, University of California, Los Angeles, Los Angeles, California
| | - Daniel J O Roche
- Department of Psychology, University of California, Los Angeles, Los Angeles, California
| |
Collapse
|
45
|
Wardell JD, Ramchandani VA, Hendershot CS. Drinking Motives Predict Subjective Effects of Alcohol and Alcohol Wanting and Liking During Laboratory Alcohol Administration: A Mediated Pathway Analysis. Alcohol Clin Exp Res 2016; 40:2190-2198. [PMID: 27527738 PMCID: PMC5198843 DOI: 10.1111/acer.13174] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Accepted: 07/14/2016] [Indexed: 12/30/2022]
Abstract
BACKGROUND Motivational models of alcohol use suggest that individual differences in sensitivity to the acute subjective effects of alcohol play an important role in motivational pathways to alcohol use. However, few studies have examined the link between drinking motives and subjective responses to alcohol. This study investigated the associations of coping and enhancement drinking motives with subjective stimulant and sedative effects during a laboratory alcohol administration session. We also examined whether stimulation and sedation following alcohol administration mediated the relationships between drinking motives and postalcohol ratings of alcohol wanting and liking. METHODS Heavy episodic drinkers (n = 147, ages 19 to 25) at 2 sites participated in an intravenous alcohol administration session in which blood alcohol concentration was raised to a target of 80 mg% over 20 minutes. Participants completed measures of stimulation and sedation at baseline and 20 minutes and also rated alcohol liking and wanting at 20 minutes. Drinking motives and alcohol use were assessed during a previous laboratory visit. RESULTS A path analysis controlling for baseline stimulation and sedation showed that enhancement motives were positively associated with postalcohol stimulation and negatively associated with postalcohol sedation. In contrast, coping motives were positively associated with postalcohol sedation. In turn, postalcohol stimulation, but not sedation, was associated with alcohol wanting and liking. Further, indirect pathways from enhancement motives to postalcohol wanting and liking mediated through postalcohol stimulation were statistically significant. Coping motives, on the other hand, were directly associated with increased postalcohol wanting and liking. CONCLUSIONS The results demonstrate that drinking motives are linked with individual differences in sensitivity to the effects of alcohol, which may serve as a mechanism underlying alcohol reinforcement and the motivation to consume more alcohol during a drinking episode.
Collapse
Affiliation(s)
- Jeffrey D Wardell
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Vijay A Ramchandani
- Section on Human Psychopharmacology, Division of Intramural Clinical and Biological Research, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland
| | - Christian S Hendershot
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.
- Department of Psychology, University of Toronto, Toronto, Ontario, Canada.
| |
Collapse
|
46
|
Ray LA, Bujarski S. Mechanisms of topiramate effects: refining medications development for alcoholism. Addict Biol 2016; 21:183-184. [PMID: 25876675 DOI: 10.1111/adb.12226] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Lara A. Ray
- Department of Psychology; University of California; Los Angeles CA 90095-1563 USA
| | - Spencer Bujarski
- Department of Psychology; University of California; Los Angeles CA 90095-1563 USA
| |
Collapse
|
47
|
Wardell JD, Ramchandani VA, Hendershot CS. A multilevel structural equation model of within- and between-person associations among subjective responses to alcohol, craving, and laboratory alcohol self-administration. JOURNAL OF ABNORMAL PSYCHOLOGY 2015; 124:1050-63. [PMID: 26595481 PMCID: PMC5266598 DOI: 10.1037/abn0000121] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Subjective responses to alcohol are important determinants of drinking behavior and have been linked with risk for alcohol use disorders. However, few attempts have been made to examine proximal within-person associations among state changes in subjective responses and ongoing alcohol self-administration in the laboratory. This study disaggregated within- and between-person associations among subjective responses and alcohol self-administration, while also examining the mediating role of craving and the moderating role of trait impaired control over alcohol. Sixty young heavy drinkers (mean age = 19.90, SD = 0.86) completed self-report measures including the Impaired Control Scale, then participated in a 2-hr intravenous alcohol self-administration session using the Computer-Assisted Self-infusion of Ethanol (CASE) paradigm. Repeated assessments of subjective stimulation, subjective sedation, and craving were examined in relation to ongoing in-session self-administration, as indexed by breath alcohol concentration (BrAC) assessed 15 min later. Multilevel structural equation modeling was used to isolate within-person and between-person associations. The results showed few significant associations at the between-person level, except for a direct negative association between sedation and BrAC. At the within-person level, state fluctuations in stimulation were positively associated with both craving and subsequent BrAC, whereas state changes in sedation were negatively associated with craving and positively associated with BrAC. Within-person indirect associations from subjective stimulation and sedation to subsequent BrAC mediated via craving were statistically significant. Also, participants higher on impaired control showed stronger within-person associations between craving and greater subsequent BrAC. The results suggest that subjective responses to alcohol and craving have proximal associations with self-administration behavior, the strength of which is linked with trait impaired control over alcohol.
Collapse
Affiliation(s)
- Jeffrey D. Wardell
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Vijay A. Ramchandani
- Section on Human Psychopharmacology, Laboratory of Clinical and Translational Studies, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Christian S. Hendershot
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Departments of Psychology and Psychiatry, University of Toronto
| |
Collapse
|
48
|
Bujarski S, Hutchison KE, Roche DJ, Ray LA. Factor Structure of Subjective Responses to Alcohol in Light and Heavy Drinkers. Alcohol Clin Exp Res 2015; 39:1193-202. [PMID: 26010049 PMCID: PMC4490987 DOI: 10.1111/acer.12737] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2014] [Accepted: 03/25/2015] [Indexed: 11/29/2022]
Abstract
BACKGROUND Subjective responses (SRs) to alcohol have been implicated in alcoholism etiology, yet less is known about the latent factor structure of alcohol responses. The aim of this study was to examine the factor structure of SR using a battery of self-report measures during a controlled alcohol challenge. METHODS Nontreatment seeking drinkers (N = 242) completed an intravenous alcohol challenge including the following SR measures: Biphasic Alcohol Effects Scale, Subjective High Assessment Scale, Profile of Mood States, Alcohol Urge Questionnaire, and single items assessing alcohol "Liking" and "Wanting." Ascending limb target breath alcohol concentrations were 0.02, 0.04, and 0.06, and descending limb target was 0.04 g/dl. Exploratory factor analyses were conducted separately on estimates of mean and dose responses on the ascending limb and on descending limb data. To examine the generalizability of this factor structure, these analyses were repeated in heavy drinkers (≥14 drinks/wk for men, ≥7 for women; n = 132) and light drinkers (i.e., nonheavy drinkers; n = 110). RESULTS In the full sample, a 4-factor solution was supported for ascending limb mean and dose responses and descending limb data representing the following SR domains: Stimulation/Hedonia, Craving/Motivation, Sedation/Motor Intoxication, and Negative Affect. This 4-factor solution was replicated in heavy drinkers. In light drinkers, however, SR was better summarized by a 3-factor solution where ascending mean and descending limb responses consisted of Stimulation/Hedonia, Craving/Motivation, and a general negative valence factor, and dose responses consisted of a general positive valence factor, Sedation/Motor Intoxication, and Negative Affect. CONCLUSIONS These findings suggest that SR represents a multifaceted construct with consistent factor structure across both ascending and descending limbs. Further, as drinking levels escalate, more defined Craving/Motivation and negative valence dimensions may emerge. Longitudinal studies examining these constructs are needed to further our understanding of SR as potentially sensitive to alcohol-induced neuroadaptation.
Collapse
Affiliation(s)
| | | | | | - Lara A. Ray
- University of California Los Angeles, Department of Psychology
- University of California, Los Angeles, Department of Psychiatry and Biobehavioral Sciences, United States
| |
Collapse
|
49
|
Hendershot CS, Wardell JD, Strang NM, Markovich MS, Claus ED, Ramchandani VA. Application of an alcohol clamp paradigm to examine inhibitory control, subjective responses, and acute tolerance in late adolescence. Exp Clin Psychopharmacol 2015; 23:147-58. [PMID: 26053322 PMCID: PMC4804757 DOI: 10.1037/pha0000017] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Individual differences in acute alcohol effects on cognitive control and subjective responses--and acute tolerance to these effects--are implicated in the risk for heavy drinking and alcohol-related harms. Few studies have examined these effects in drinkers under age 21. Additionally, studies of acute tolerance typically involve bolus oral alcohol administration, such that estimates of tolerance are confounded with blood alcohol concentration (BAC) limb. The current study examined cognitive control and subjective responses in young heavy drinkers (n = 88; M = 19.8 years old, SD = 0.8) during a single-session alcohol clamp protocol. Participants completed an intravenous alcohol session comprising an ascending limb (0 to 80 mg% in 20 min) and a BAC plateau (80 mg% for 80 min). Serial assessments included a cued go/no-go task and measures of stimulation, sedation, and craving. Relevant individual difference factors (attention-deficit hyperactivity disorder [ADHD] symptoms and sensation seeking) were examined as moderators. Multilevel modeling demonstrated that response inhibition worsened following initial rise in BAC and showed increasing impairment during the BAC plateau. ADHD symptoms and sensation seeking moderated this effect. Significant within-person associations between stimulation and craving were evident on the ascending limb only. Participants with higher ADHD symptoms reported steeper increases in stimulation during the ascending limb. These findings provide initial information about subjective and behavioral responses during pseudoconstant BAC, and potential moderators of these outcomes, in late adolescence. Additional studies with placebo-controlled designs are necessary to confirm these findings.
Collapse
Affiliation(s)
- Christian S. Hendershot
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada,Department of Psychology, University of Toronto, Toronto, Ontario, Canada
| | - Jeffrey D. Wardell
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Nicole M. Strang
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | | | - Eric D. Claus
- The Mind Research Network and Lovelace Biomedical and Environmental Research Institute, Albuquerque, NM, USA
| | - Vijay A. Ramchandani
- Section on Human Psychopharmacology, Laboratory of Clinical and Translational Studies, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| |
Collapse
|
50
|
Roche DJ, Ray LA. Subjective response as a consideration in the pharmacogenetics of alcoholism treatment. Pharmacogenomics 2015; 16:721-36. [PMID: 25950242 DOI: 10.2217/pgs.14.143] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Currently available pharmacological treatments for alcoholism have modest efficacy and high individual variability in treatment outcomes, both of which have been partially attributed to genetic factors. One path to reducing the variability and improving the efficacy associated with these pharmacotherapies may be to identify overlapping genetic contributions to individual differences in both subjective responses to alcohol and alcoholism pharmacotherapy outcomes. As acute subjective response to alcohol is highly predictive of future alcohol related problems, identifying such shared genetic mechanisms may inform the development of personalized treatments that can effectively target converging pathophysiological mechanisms that convey risk for alcoholism. The focus of this review is to revisit the association between subjective response to alcohol and the etiology of alcoholism while also describing genetic contributions to this relationship, discuss potential pharmacogenetic approaches to target subjective response to alcohol in order to improve the treatment of alcoholism and examine conceptual and methodological issues associated with these topics, and outline future approaches to overcome these challenges.
Collapse
Affiliation(s)
- Daniel Jo Roche
- 1Department of Psychology, University of California, 1285 Franz Hall, Box 951563, Los Angeles, CA 90095-1563, USA
| | - Lara A Ray
- 1Department of Psychology, University of California, 1285 Franz Hall, Box 951563, Los Angeles, CA 90095-1563, USA
| |
Collapse
|