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Chebolu E, Schwandt ML, Ramchandani VA, Stangl BL, George DT, Horneffer Y, Vinson T, Vogt EL, Manor BA, Diazgranados N, Goldman D. Common Factors Underlying Diverse Responses in Alcohol Use Disorder. PSYCHIATRIC RESEARCH AND CLINICAL PRACTICE 2021; 3:76-87. [PMID: 34746678 PMCID: PMC8552111 DOI: 10.1176/appi.prcp.20200028] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 10/19/2020] [Accepted: 10/24/2020] [Indexed: 01/23/2023] Open
Abstract
Objective Interindividual variation in responses to alcohol is substantial, posing challenges for medical management and for understanding the biological underpinnings of alcohol use disorders (AUD). It is important to understand whether diverse alcohol responses such as sedation, which is predictive of risk and partly heritable, occur concurrently or independently from responses such as blackouts and withdrawal. We hypothesized that latent factors accounting for sources of variance in diverse alcohol response phenotypes could be identified in a large, deeply phenotyped sample of patients with AUD. Methods We factor analyzed 17 alcohol response related items from the Alcohol Dependence Scale (ADS) in 938 individuals diagnosed with AUD via structured clinical interviews. Demographic, genetic, and clinical characteristics were tested as predictors of the latent factors by multiple indicators, multiple causes analysis. Results The final factor solution included three alcohol response factors: Physical Symptoms, Perceptual Disturbances, and Neurobiological Effects. Both gender and genetic ancestry were identified as variables influencing alcohol response. Major depressive disorder positively predicted physical symptoms and aggression negatively predicted physical symptoms. Barratt's Impulsivity Scale total score predicted the Physical and Perceptual domains. Family history, average drinks per drinking day, and negative urgency (an impulsivity measure) predicted all three domains. Conclusions Diverse items from the ADS concurrently load onto three correlated alcohol response factors rather than loading independently. Genetic ancestry and clinical characteristics predicted the severity of items that define the alcohol response factors even after accounting for degree of alcohol consumption. Co‐occurring phenotypes point towards an underlying shared physiology of diverse alcohol responses. Three common factors relevant for diverse alcohol responses are identified: Physical Symptoms, Perceptual Disturbances, and Neurobiological Effects Alcohol response items from the Alcohol Dependence Scale concurrently load onto these three factors rather than loading independently The three factors are correlated; patients presenting to clinical settings with a problem such as blackout are likely to experience several other problems either acutely or in the future
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Affiliation(s)
- Esha Chebolu
- Office of the Clinical Director Laboratory of Neurogenetics NIAAA Bethesda MD
| | | | | | | | | | | | | | - Emily L Vogt
- University of Michigan Medical School Ann Arbor MI
| | | | | | - David Goldman
- Office of the Clinical Director Laboratory of Neurogenetics NIAAA Bethesda MD
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2
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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: 6] [Impact Index Per Article: 1.5] [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.
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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
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Lai D, Wetherill L, Kapoor M, Johnson EC, Schwandt M, Ramchandani VA, Goldman D, Joslyn G, Rao X, Liu Y, Farris S, Mayfield RD, Dick D, Hesselbrock V, Kramer J, McCutcheon VV, Nurnberger J, Tischfield J, Goate A, Edenberg HJ, Porjesz B, Agrawal A, Foroud T, Schuckit M. Genome-wide association studies of the self-rating of effects of ethanol (SRE). Addict Biol 2020; 25:e12800. [PMID: 31270906 PMCID: PMC6940552 DOI: 10.1111/adb.12800] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 05/06/2019] [Accepted: 05/27/2019] [Indexed: 12/22/2022]
Abstract
The level of response (LR) to alcohol as measured with the Self-Report of the Effects of Alcohol Retrospective Questionnaire (SRE) evaluates the number of standard drinks usually required for up to four effects. The need for a higher number of drinks for effects is genetically influenced and predicts higher risks for heavy drinking and alcohol problems. We conducted genome-wide association study (GWAS) in the African-American (COGA-AA, N = 1527 from 309 families) and European-American (COGA-EA, N = 4723 from 956 families) subsamples of the Collaborative Studies on the Genetics of Alcoholism (COGA) for two SRE scores: SRE-T (average of first five times of drinking, the period of heaviest drinking, and the most recent 3 months of consumption) and SRE-5 (the first five times of drinking). We then meta-analyzed the two COGA subsamples (COGA-AA + EA). Both SRE-T and SRE-5 were modestly heritable (h2 : 21%-31%) and genetically correlated with alcohol dependence (AD) and DSM-IV AD criterion count (rg : 0.35-0.76). Genome-wide significant associations were observed (SRE-T: chromosomes 6, rs140154945, COGA-EA P = 3.30E-08 and 11, rs10647170, COGA-AA+EA P = 3.53E-09; SRE-5: chromosome13, rs4770359, COGA-AA P = 2.92E-08). Chromosome 11 was replicated in an EA dataset from the National Institute on Alcohol Abuse and Alcoholism intramural program. In silico functional analyses and RNA expression analyses suggest that the chromosome 6 locus is an eQTL for KIF25. Polygenic risk scores derived using the COGA SRE-T and SRE-5 GWAS predicted 0.47% to 2.48% of variances in AD and DSM-IV AD criterion count in independent datasets. This study highlights the genetic contribution of alcohol response phenotypes to the etiology of alcohol use disorders.
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Affiliation(s)
- Dongbing Lai
- Department of Medical and Molecular Genetics, Indiana
University School of Medicine, Indianapolis, IN
| | - Leah Wetherill
- Department of Medical and Molecular Genetics, Indiana
University School of Medicine, Indianapolis, IN
| | - Manav Kapoor
- Department of Neuroscience, Icahn School of Medicine at
Mt. Sinai, New York, NY
| | - Emma C. Johnson
- Department of Psychiatry, Washington University School of
Medicine, St. Louis, MO
| | - Melanie Schwandt
- Office of the Clinical Director, National Institute on
Alcohol Abuse & Alcoholism, Bethesda, MD
| | - Vijay A. Ramchandani
- Section on Human Psychopharmacology, Division of
Intramural Clinical and Biological Research, National Institute on Alcohol Abuse and
Alcoholism, Bethesda, MD
| | - David Goldman
- Office of the Clinical Director, National Institute on
Alcohol Abuse & Alcoholism, Bethesda, MD
| | - Geoff Joslyn
- Ernest Gallo Clinic and Research Center, Emeryville,
CA
| | - Xi Rao
- Department of Medical and Molecular Genetics, Indiana
University School of Medicine, Indianapolis, IN
| | - Yunlong Liu
- Department of Medical and Molecular Genetics, Indiana
University School of Medicine, Indianapolis, IN
| | - Sean Farris
- Waggoner Center for Alcohol and Addiction Research, The
University of Texas at Austin, Austin, TX
| | - R. Dayne Mayfield
- Waggoner Center for Alcohol and Addiction Research, The
University of Texas at Austin, Austin, TX
| | - Danielle Dick
- Department of Psychology, Virginia Commonwealth
University, Richmond, VA
| | | | - John Kramer
- Department of Psychiatry, Roy Carver College of
Medicine, University of Iowa, Iowa City, IA
| | - Vivia V. McCutcheon
- Department of Psychiatry, Washington University School of
Medicine, St. Louis, MO
| | - John Nurnberger
- Department of Medical and Molecular Genetics, Indiana
University School of Medicine, Indianapolis, IN
- Department of Psychiatry, Indiana University School of
Medicine, Indianapolis, IN
| | - Jay Tischfield
- Department of Genetics and the Human Genetics Institute
of New Jersey, Rutgers University, Piscataway, NJ
| | - Alison Goate
- Department of Neuroscience, Icahn School of Medicine at
Mt. Sinai, New York, NY
| | - Howard J. Edenberg
- Department of Medical and Molecular Genetics, Indiana
University School of Medicine, Indianapolis, IN
- Department of Biochemistry and Molecular Biology,
Indiana University School of Medicine, Indianapolis, IN
| | - Bernice Porjesz
- Henri Begleiter Neurodynamics Lab, Department of
Psychiatry, State University of New York, Downstate Medical Center, Brooklyn,
NY
| | - Arpana Agrawal
- Department of Psychiatry, Washington University School of
Medicine, St. Louis, MO
| | - Tatiana Foroud
- Department of Medical and Molecular Genetics, Indiana
University School of Medicine, Indianapolis, IN
| | - Marc Schuckit
- Department of Psychiatry, University of California, San
Diego Medical School, San Diego, CA
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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: 2.8] [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.
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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
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5
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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: 43] [Impact Index Per Article: 5.4] [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.
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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
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Wu SH, Guo Q, Viken RJ, Reed T, Dai J. Heritability of usual alcohol intoxication and hangover in male twins: the NAS-NRC Twin Registry. Alcohol Clin Exp Res 2015; 38:2307-13. [PMID: 25156618 DOI: 10.1111/acer.12487] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2013] [Accepted: 05/02/2014] [Indexed: 11/29/2022]
Abstract
BACKGROUND Alcohol consumption is influenced by heritable factors. The genetic influence on usual high-density drinking, including alcohol intoxication and hangover, is unknown. We aim to estimate the heritability of usual high-density drinking. METHODS A total of 13,511 male twins in this cross-sectional study were included from the National Academy of Sciences-National Research Council (NAS-NRC) Twin Registry. Data on the frequency of alcohol intoxication and alcohol hangover over the past year, that is, usual high-density drinking (phenotypes), were collected through a self-administered questionnaire when twins were middle-aged in 1972. Structural equation modeling was used to estimate the variance components of phenotypes. RESULTS The mean of the frequency of usual high-density drinking in the entire twin population was 0.16 times per month for intoxication and 0.18 times per month for hangover. The heritability of usual alcohol intoxication was 50.7% (95% confidence interval [CI] 46.2 to 55.0) before and 49.9% (95% CI 45.3 to 54.2) after the body mass index (BMI) adjustment. The heritability of usual hangover was 55.4% (95% CI 51.2 to 58.6) before and 54.8% (95% CI 50.6 to 58.8) after adjustment for BMI. Unshared environmental factors between co-twins explained the remaining variance in alcohol intoxication and in hangover. CONCLUSIONS Both genetic and unshared environmental factors have important influences on usual alcohol intoxication and hangover. These findings are important in understanding the occurrence of and developing interventions for usual high-density drinking.
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Affiliation(s)
- Sheng-Hui Wu
- Division of Epidemiology, Department of Medicine, Institute of Medicine and Public Health, Vanderbilt University Medical Center, Nashville, Tennessee
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7
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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: 1.2] [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.
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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
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8
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Slutske WS, Piasecki TM, Nathanson L, Statham DJ, Martin NG. Genetic influences on alcohol-related hangover. Addiction 2014; 109:2027-34. [PMID: 25098862 DOI: 10.1111/add.12699] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2014] [Revised: 05/28/2014] [Accepted: 07/24/2014] [Indexed: 01/23/2023]
Abstract
AIMS To quantify the relative contributions of genetic and environmental factors to alcohol hangover. DESIGN Biometric models were used to partition the variance in hangover phenotypes. SETTING A community-based sample of Australian twins. PARTICIPANTS Members of the Australian Twin Registry, Cohort II who reported consuming alcohol in the past year when surveyed in 2004-07 (n = 4496). MEASUREMENTS Telephone interviews assessed participants' frequency of drinking to intoxication and frequency of hangover the day after drinking. Analyses examined three phenotypes: hangover frequency, hangover susceptibility (i.e. residual variance in hangover frequency after accounting for intoxication frequency) and hangover resistance (a dichotomous variable defined as having been intoxicated at least once in the past year with no reported hangovers). FINDINGS Genetic factors accounted for 45% [95% confidence interval (CI) = 37-53%] and 40% (95% CI = 33-48%) of the variation in hangover frequency in men and women, respectively. Most of the genetic variation in hangover frequency overlapped with genetic contributions to intoxication frequency. Genetic influences accounted for 24% (95% CI = 14-35%) and 16% (95% CI = 8-25%) of the residual hangover susceptibility variance in men and women, respectively. Forty-three per cent (95% CI = 22-63%) of the variation in hangover resistance was explained by genetic influences, with no evidence for significant sex differences. There was no evidence for shared environmental influences for any of the hangover phenotypes. CONCLUSIONS Individual differences in the propensity to experience a hangover and of being resistant to hangover at a given level of alcohol use are genetically influenced.
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Affiliation(s)
- Wendy S Slutske
- Department of Psychological Sciences, University of Missouri, Columbia, MO, USA; Midwest Alcoholism Research Center, University of Missouri, Columbia, MO, USA
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9
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Grisel JE, Beasley JB, Bertram EC, Decker BE, Duan CA, Etuma M, Hand A, Locklear MN, Whitmire MP. Initial subjective reward: single-exposure conditioned place preference to alcohol in mice. Front Neurosci 2014; 8:345. [PMID: 25408633 PMCID: PMC4219544 DOI: 10.3389/fnins.2014.00345] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2014] [Accepted: 10/09/2014] [Indexed: 11/21/2022] Open
Abstract
Most adults consume alcohol with relative impunity, but about 10–20% of users persist (or progress) in their consumption, despite mounting and serious repercussions. Identifying at-risk individuals before neuroadaptative changes associated with chronic use become well ingrained is thus a key step in mitigating and preventing the end stage disease and its devastating impacts. Explaining liability has been impeded, in part, by the absence of animal models for assessing initial sensitivity to the drug's reinforcing properties, an important endophenotype in the trajectory toward excessive drinking. Here we assess the initial rewarding effects of the drug in a novel application of the conditioned place preference paradigm. In contrast to previous studies that have all employed repeated drug administration, we demonstrated a robust preference for a context paired with a single exposure to 1.5 g/kg EtOH in male and female subjects of three strains. This model validates an assay of initial sensitivity to the subjective rewarding effects of alcohol, a widely used drug with multifarious impacts on both brain and society, and provides a new tool for theory-driven endophenotypic pharmacogenetic approaches to understanding and treating addiction.
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Affiliation(s)
| | | | | | | | - Chunyu A Duan
- Neuroscience, Furman University Greenville, SC, USA ; Princeton Neuroscience Institute, Princeton University Princeton, NJ, USA
| | - Mahder Etuma
- Neuroscience, Bucknell University Lewisburg, PA, USA
| | - Annie Hand
- Neuroscience, Furman University Greenville, SC, USA
| | - Mallory N Locklear
- Neuroscience, Furman University Greenville, SC, USA ; Neurology and Behavior, Stony Brook University, State University of New York Stony Brook, NY, USA
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10
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Pedersen SL, McCarthy DM. Differences in acute response to alcohol between African Americans and European Americans. Alcohol Clin Exp Res 2013; 37:1056-63. [PMID: 23398190 DOI: 10.1111/acer.12068] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2012] [Accepted: 11/01/2012] [Indexed: 11/30/2022]
Abstract
BACKGROUND Response to alcohol is a widely studied risk factor and potential endophenotype for alcohol use disorders. Research on African American response to alcohol has been limited despite large differences in alcohol use between African Americans and European Americans. Extending our previous work on the African American portion of this sample, the current study examined differences in acute subjective response to alcohol between African Americans and European Americans. Additionally, we tested whether the association between response to alcohol and past month drinking behavior and alcohol-related problems differed across race. METHODS One hundred and seventy-eight participants (mean age = 21.87, SD = 1.23; 57% African American) who were moderate to heavy social drinkers completed an alcohol administration study in a laboratory setting, receiving a moderate dose of alcohol (0.72 g/kg alcohol for men, 0.65 g/kg for women). Acute alcohol response was measured at 8 time points (i.e., baseline, 15, 30, 45, 60, 90, 120, and 150 minutes). RESULTS Latent growth curve models showed that African Americans experienced sharper increases in stimulation on the ascending limb compared to European Americans. African American women experienced sharper increases in sedation on the ascending limb compared to European American women. Change in sedation on the ascending limb was associated with past month drinking behavior. Stimulation on the ascending limb was related to alcohol problems for African Americans but not European Americans. CONCLUSIONS We found differences in response to alcohol across racial groups: African Americans showed a stronger response to alcohol. Future studies are needed to incorporate response to alcohol into a larger model of African American alcohol use.
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Affiliation(s)
- Sarah L Pedersen
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA 15213, USA.
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Jacob T, Sher K, Bucholz K, True W, Sirevaag E, Rohrbaugh J, Nelson E, Neuman R, Todd R, Slutske W, Whitfield J, Kirk K, Martin N, Madden P, Heath A. An Integrative Approach for Studying the Etiology of Alcoholism and Other Addictions. ACTA ACUST UNITED AC 2012. [DOI: 10.1375/twin.4.2.103] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
AbstractStudies of alcoholism etiology often focus on genetic or psy-chosocial approaches, but not both. Greater understanding of the etiology of alcohol, tobacco and other addictions will come from integration of these research traditions. A research approach is outlined to test three models for the etiology of addictions — behavioral undercontrol, pharmacologic vulnerability, negative affect regulation — addressing key questions including (i) mediators of genetic effects, (ii) genotype-environment correlation effects, (iii) genotype x environment interaction effects, (iv) the developmental unfolding of genetic and environmental effects, (v) subtyping including identification of distinct trajectories of substance involvement, (vi) identification of individual genes that contribute to risk, and (vii) the consequences of excessive use. By using coordinated research designs, including prospective assessment of adolescent twins and their siblings and parents; of adult substance dependent and control twins and their MZ and DZ cotwins, the spouses of these pairs, and their adolescent offspring; and of regular families; by selecting for gene-mapping approaches sibships screened for extreme concordance or discordance on quantitative indices of substance use; and by using experimental (drug challenge) as well as survey approaches, a number of key questions concerning addiction etiology can be addressed. We discuss complementary strengths and weaknesses of different sampling strategies, as well as methods to implement such an integrated approach illustrated for the study of alcoholism etiology. A coordinated program of twin and family studies will allow a comprehensive dissection of the interplay of genetic and environmental risk-factors in the etiology of alcoholism and other addictions.
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12
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Gilman JM, Ramchandani VA, Crouss T, Hommer DW. Subjective and neural responses to intravenous alcohol in young adults with light and heavy drinking patterns. Neuropsychopharmacology 2012; 37:467-77. [PMID: 21956438 PMCID: PMC3242308 DOI: 10.1038/npp.2011.206] [Citation(s) in RCA: 74] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Heavy alcohol consumption during young adulthood is a risk factor for the development of serious alcohol use disorders. Research has shown that individual differences in subjective responses to alcohol may affect individuals' vulnerability to developing alcoholism. Studies comparing the subjective and objective response to alcohol between light and heavy drinkers (HDs), however, have yielded inconsistent results, and neural responses to alcohol in these groups have not been characterized. We performed a double-blind, placebo-controlled, randomized crossover alcohol challenge study comparing functional magnetic resonance imaging and subjective response to intravenously administered 6% v/v ethanol to a target blood alcohol concentration of 0.08% or placebo between HDs and social drinkers (SDs). During the imaging, we presented emotional cues in order to measure how emotion modulated the effects of alcohol on the brain's reward circuitry. We found that, at equivalent blood alcohol concentrations, HDs reported lower subjective alcohol effects than SDs. Alcohol significantly activated the nucleus accumbens in SDs, but not in HDs. Self-reported ratings of intoxication correlated with striatal activation, suggesting that activation may reflect subjective experience of intoxication. Fearful faces significantly activated the amygdala in the SDs only, and this activation was attenuated by alcohol. This study shows that HDs not only experience reduced subjective effects of alcohol, but also demonstrate a blunted response to alcohol in the brain's reward system. Our findings indicate that reduced subjective and neural response to alcohol in HDs may be suggestive of either the development of tolerance to alcohol, or of pre-existing decreased sensitivity to alcohol's effects.
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Affiliation(s)
- Jodi M Gilman
- Section of Brain Electrophysiology and Imaging, Laboratory of Clinical and Translational Studies, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD 20892, USA.
| | - Vijay A Ramchandani
- Section of Brain Electrophysiology and Imaging, Laboratory of Clinical and Translational Studies, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Tess Crouss
- Section of Brain Electrophysiology and Imaging, Laboratory of Clinical and Translational Studies, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Daniel W Hommer
- Section of Brain Electrophysiology and Imaging, Laboratory of Clinical and Translational Studies, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
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13
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Ray LA, Mackillop J, Monti PM. Subjective responses to alcohol consumption as endophenotypes: advancing behavioral genetics in etiological and treatment models of alcoholism. Subst Use Misuse 2010; 45:1742-65. [PMID: 20590398 PMCID: PMC4703313 DOI: 10.3109/10826084.2010.482427] [Citation(s) in RCA: 95] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Individual differences in subjective responses to alcohol consumption represent genetically mediated biobehavioral mechanisms of alcoholism risk (i.e., endophenotype). The objective of this review is three-fold: (1) to provide a critical review the literature on subjective response to alcohol and to discuss the rationale for its conceptualization as an endophenotype for alcoholism; (2) to examine the literature on the neurobiological substrates and associated genetic factors subserving individual differences in subjective response to alcohol; and (3) to discuss the treatment implications of this approach and to propose a framework for conceptualizing, and systematically integrating, endophenotypes into alcoholism treatment.
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Affiliation(s)
- Lara A Ray
- Department of Psychology, University of California, Los Angeles, CA 90095-1563,USA.
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Crabbe JC, Bell RL, Ehlers CL. Human and laboratory rodent low response to alcohol: is better consilience possible? Addict Biol 2010; 15:125-44. [PMID: 20148776 DOI: 10.1111/j.1369-1600.2009.00191.x] [Citation(s) in RCA: 66] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
If people are brought into the laboratory and given alcohol, there are pronounced differences among individuals in many responses to the drug. Some participants in alcohol challenge protocols show a cluster of 'low level of responses to alcohol' determined by observing post-drinking-related changes in subjective, motor and physiological effects at a given dose level. Those individuals characterized as having low level of response (LR) to alcohol have been shown to be at increased risk for a lifetime diagnosis of alcohol dependence (AD), and this relationship between low LR and AD appears to be in part genetic. LR to alcohol is an area where achieving greater consilience between the human and the rodent phenotypes would seem to be highly likely. However, despite extensive data from both human and rodent studies, few attempts have been made to evaluate the human and animal data systematically in order to understand which aspects of LR appear to be most directly comparable across species and thus the most promising for further study. We review four general aspects of LR that could be compared between humans and laboratory animals: (1) behavioral measures of subjective intoxication; (2) body sway; (3) endocrine responses; and (4) stimulant, autonomic and electrophysiological responses. None of these aspects of LR provide completely face-valid direct comparisons across species. Nevertheless, one of the most replicated findings in humans is the low subjective response, but, as it may reflect either aversively valenced and/or positively valenced responses to alcohol as usually assessed, it is unclear which rodent responses are analogous. Stimulated heart rate appears to be consistent in animal and human studies, although at-risk subjects appear to be more rather than less sensitive to alcohol using this measure. The hormone and electrophysiological data offer strong possibilities of understanding the neurobiological mechanisms, but the rodent data in particular are rather sparse and unsystematic. Therefore, we suggest that more effort is still needed to collect data using refined measures designed to be more directly comparable in humans and animals. Additionally, the genetically mediated mechanisms underlying this endophenotype need to be characterized further across species.
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Affiliation(s)
- John C Crabbe
- Portland Alcohol Research Center, Department of Behavioral Neuroscience, Oregon Health & Science University and VA Medical Center, Portland, OR 97239, USA.
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Morean ME, Corbin WR. Subjective response to alcohol: a critical review of the literature. Alcohol Clin Exp Res 2009; 34:385-95. [PMID: 20028359 DOI: 10.1111/j.1530-0277.2009.01103.x] [Citation(s) in RCA: 153] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
BACKGROUND Subjective response to alcohol (SR), which reflects individual differences in sensitivity to the pharmacological effects of alcohol, may be an important endophenotype in understanding genetic influences on drinking behavior and alcohol use disorders (AUDs). SR predicts alcohol use and problems and has been found to differ by a range of established risk factors for the development of AUDs (e.g., family history of alcoholism). The exact pattern of SR associated with increased risk for alcohol problems, however, remains unclear. The Low Level of Response Model (LLR) suggests that high-risk individuals experience decreased sensitivity to the full range of alcohol effects, while the Differentiator Model (DM) asserts that high risks status is associated with increased sensitivity to alcohol's positive effects but decreased sensitivity to negative effects. AIMS The current paper (1) reviews two prominent models of subjective response, (2) reviews extant laboratory-based research on subjective response, (3) highlights remaining gaps in our understanding and assessment of subjective response, and (4) encourages collaborative efforts to address these methodological and conceptual concerns. METHODS This paper reviews studies which employed placebo-controlled and non-placebo-controlled alcohol challenge paradigms to assess a range of alcohol effects including impairment, stimulation, and sedation. RESULTS The research literature provides at least partial support for both the LLR and DM models. High-risk individuals have been shown to have a reduced response to alcohol with respect to sedative or impairing effects, particularly on the descending limb of the blood alcohol curve (BAC). There is also evidence that ascending limb stimulant effects are more pronounced or operate differently for high-risk individuals. DISCUSSION Despite commendable advances in SR research, important questions remain unanswered. Inconsistent results across studies may be attributable to a combination of an inadequate understanding of the underlying construct and methodological differences across studies (e.g., number and timing of assessments across the BAC, inclusion of a placebo condition). With respect to the underlying construct, existing measures fail to adequately distinguish between cognitive/behavioral impairment and sedation, aspects of which may be perceived positively (e.g., anxiolysis) due to their ability to act as negative reinforcers. CONCLUSIONS Addressing the concerns raised by the current review will be integral to making meaningful scientific progress in the field of subjective response.
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Affiliation(s)
- Meghan E Morean
- Department of Psychology, Yale University, New Haven, Connecticut 06520, USA.
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Ray LA, MacKillop J, Leventhal A, Hutchison KE. Catching the alcohol buzz: an examination of the latent factor structure of subjective intoxication. Alcohol Clin Exp Res 2009; 33:2154-61. [PMID: 19764932 DOI: 10.1111/j.1530-0277.2009.01053.x] [Citation(s) in RCA: 73] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND The goal of this study was to examine the latent structure among measures of alcohol-induced subjective feelings of intoxication from a behavioral pharmacology perspective. METHODS Data on subjective intoxication, measured concomitantly by the Subjective High Assessment Scale, Biphasic Alcohol Effect Scale, and the Short Version of the Profile of Mood States, were collected at 3 levels of breath alcohol concentration during an alcohol administration study in a sample of heavy drinkers (n = 135). RESULTS Results of exploratory factor analyses supported a 3-factor model which captured the following dimensions of subjective intoxication: (1) stimulation and other pleasant effects, (2) sedative and unpleasant effects, and (3) alleviation of tension and negative mood. The tension-reduction factor was most consistently associated with more frequent drinking and alcohol problems in this sample. CONCLUSIONS These findings support the notion that the neuropharmacological and behavioral effects of alcohol are multifaceted and cannot be simply defined as either positive or negative. Rather, moderate levels of intoxication appear to have concomitant dimensions of positive reinforcement, negative reinforcement, and punishment. This study also suggests that factor scores may be useful in future alcohol administration studies to reduce the number of comparisons and perhaps increase statistical power to detect meaningful effects.
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Affiliation(s)
- Lara A Ray
- Department of Psychology, University of California-Los Angeles, CA 90095-1563, USA.
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Pedersen SL, McCarthy DM. An examination of subjective response to alcohol in African Americans. J Stud Alcohol Drugs 2009; 70:288-95. [PMID: 19261241 DOI: 10.15288/jsad.2009.70.288] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE Alcohol response is a widely studied risk factor for heavy drinking behavior and alcohol-use disorders. This study examined acute subjective response to alcohol as a predictor of drinking behavior, alcohol-related problems, and family history of alcoholism in African Americans. The convergent validity of self-reported response to alcohol (Self-Rating of the Effects of Alcohol scale [SRE]) in an African-American sample was also examined. METHOD One hundred and three African-American young adults participated in an alcohol-challenge study, receiving a moderate dose of alcohol (0.72 g/kg alcohol for men, 0.65 g/kg for women). Breath alcohol concentration and subjective response to alcohol were assessed before beverage consumption, in 15-minute intervals for the first hour following consumption, and in 30-minute intervals thereafter. RESULTS Latent variable growth models indicated that experiencing increased acute stimulation from alcohol was related to past-month drinking behavior and alcohol-related problems. Regression analyses indicated that the SRE was related to drinking behavior, alcohol-related problems, having an alcohol-use disorder, and a family history of alcoholism. The SRE was not related to either sedation or stimulation following alcohol administration. CONCLUSIONS Results support alcohol response as a marker of risk for increased drinking behavior and alcohol-related problems in African Americans. Further research is required to directly compare African-American and white response to alcohol within an alcohol-challenge paradigm.
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Affiliation(s)
- Sarah L Pedersen
- Department of Psychological Sciences, 210 McAlester Hall, University of Missouri, Columbia, Missouri 65211, USA
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Hansell NK, Agrawal A, Whitfield JB, Morley KI, Zhu G, Lind PA, Pergadia ML, Madden PAF, Todd RD, Heath AC, Martin NG. Long-term stability and heritability of telephone interview measures of alcohol consumption and dependence. Twin Res Hum Genet 2008; 11:287-305. [PMID: 18498207 DOI: 10.1375/twin.11.3.287] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Alcohol dependence symptoms and consumption measures were examined for stability and heritability. Data were collected from 12,045 individuals (5376 twin pairs, 1293 single twins) aged 19 to 90 years in telephone interviews conducted in three collection phases. Phases 1 and 2 were independent samples, but Phase 3 targeted families of smokers and drinkers from the Phase 1 and 2 samples. The stability of dependence symptoms and consumption was examined for 1158 individuals interviewed in both Phases 1 and 3 (mean interval = 11.0 years). For 1818 individuals interviewed in Phases 2 and 3 (mean interval = 5.5 years) the stability of consumption was examined. Heritability was examined for each collection phase and retest samples from the selected Phase 3 collection. The measures examined were a dependence score, based on DSM-IIIR and DSM-IV criteria for substance dependence, and a quantity x frequency measure. Measures were moderately stable, with test-retest correlations ranging from .58 to .61 for dependence and from .55 to .64 for consumption. However, the pattern of changes over time for dependence suggested that the measure may more strongly reflect recent than lifetime experience. Similar to previous findings, heritabilities ranged from .42 to .51 for dependence and from .31 to .51 for consumption. Consumption was significantly less heritable in the younger Phase 2 cohort (23-39 years) compared to the older Phase 1 cohort (28-90 years).
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Affiliation(s)
- Narelle K Hansell
- Genetic Epidemiology Unit, Queensland Institute of Medical Research, Post Office Royal Brisbane Hospital, Queensland, 4029, Australia.
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Ray LA, Rhee SH, Stallings MC, Knopik V, Hutchison KE. Examining the heritability of a laboratory-based smoking endophenotype: initial results from an experimental twin study. Twin Res Hum Genet 2007; 10:546-53. [PMID: 17708695 DOI: 10.1375/twin.10.4.546] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The objective of this study was to examine the heritability of an endophenotype relevant to nicotine dependence, namely tension reduction after smoking. This study also examined whether common genetic, shared environmental, and nonshared environmental factors influence this endophenotype measured repeatedly during an experimental paradigm. Twin and sibling pairs, all of whom were regular smokers, completed a laboratory paradigm in which they reported on levels of tension at baseline and after smoking each of 3 cigarettes. Univariate twin analyses suggested a sizeable role of additive genetic effects on tension reduction, with heritability estimates ranging between 47 and 68%. Result of multivariate Cholesky analyses indicated that there were additive genetic influences common to tension reduction assessed after cigarettes 1, 2, and 3. Multivariate models including genetic and nonshared environmental effects provided the best fit to the data. To the best of our knowledge, this is the first study to examine the genetic basis of a laboratory smoking endophenotype, in this case tension reduction after smoking. Implications for genetic association studies are discussed.
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Affiliation(s)
- Lara A Ray
- Department of Psychology and Institute for Behavioral Genetics, University of Colorado, Boulder, Colorado, United States of America.
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Viken RJ, Rose RJ, Morzorati SL, Christian JC, Li TK. Subjective intoxication in response to alcohol challenge: heritability and covariation with personality, breath alcohol level, and drinking history. Alcohol Clin Exp Res 2003; 27:795-803. [PMID: 12766624 DOI: 10.1097/01.alc.0000067974.41160.95] [Citation(s) in RCA: 92] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Numerous studies have identified differences in subjective response to alcohol in subjects differentiated by family history of alcoholism. Results suggest that genetic influences on individual variation in subjective response to alcohol may be a mechanism for genetic effects on alcohol problems. However, direct evidence for genetic effects on subjective response to alcohol is very limited. METHODS In a sample of 99 adult twin pairs, we studied genetic influences on subjective intoxication after alcohol challenge. The twins ingested a standard dose of ethanol (0.70 g/kg for men/0.65 g/kg for women), and two measures of subjective response to alcohol were assessed. RESULTS Genetic effects on variation in subjective intoxication reported 1 hr after drinking were significant and substantial: heritability was 0.60 for a 22-item scale and 0.48 for a brief 2-item measure. Self-report measures of neuroticism, psychasthenia, hostility, and family problems shared significant genetic covariation with subjective intoxication. Achieved breath alcohol level, rate of change in breath alcohol on the descending limb, and individual drinking history all shared familial variation with subjective intoxication. No significant genetic effects for subjective intoxication were found 2 hr after drinking, but familial influences remained present, and many of the same personality, drinking history, and breath alcohol variables were predictive of intoxication. CONCLUSIONS Subjective response to alcohol is heritable, and genetic effects on subjective intoxication are partly shared with genetic effects on personality.
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Affiliation(s)
- Richard J Viken
- Department of Psychology, Purdue School of Science, Indiana University-Purdue University Indianapolis, Indianapolis, IN 46202, USA.
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Wadsworth SJ, DeFries JC, Fulker DW, Olson RK, Pennington BF. Reading performance and verbal short-term memory: A twin study of reciprocal causation. INTELLIGENCE 1995. [DOI: 10.1016/0160-2896(95)90030-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Heath AC, Martin NG. Genetic influences on alcohol consumption patterns and problem drinking: results from the Australian NH&MRC twin panel follow-up survey. Ann N Y Acad Sci 1994; 708:72-85. [PMID: 8154691 DOI: 10.1111/j.1749-6632.1994.tb24699.x] [Citation(s) in RCA: 78] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Self-report questionnaire data from 3,000 adult twin pairs participating in the 1988-1989 follow-up survey of the Australian NH&MRC twin panel were analyzed to determine (1) the contribution of genetic factors to risk of problem drinking in males and females; and (2) the magnitude of the correlation between genetic effects on problem drinking and genetic effects on alcohol consumption level. Significant genetic contributions were found both for average weekly consumption of alcohol and for problem-drinking history. For level of consumption, genetic factors accounted for approximately 58% of the variation in females and 45% of the variation in males. Heritability estimates for problem drinking, though significantly greater than zero, were variable in magnitude, ranging (under different models) from 8-44% in females and 10-50% in males. Likewise, estimates of the magnitude of the genetic correlation, whilst in all cases significantly greater than zero, ranged from 0.42-1.00 in females and 0.45-1.00 in males under different models.
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Affiliation(s)
- A C Heath
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri 63130
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Duffy DL, Martin NG. Inferring the direction of causation in cross-sectional twin data: theoretical and empirical considerations. Genet Epidemiol 1994; 11:483-502. [PMID: 7713391 DOI: 10.1002/gepi.1370110606] [Citation(s) in RCA: 78] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
A recent multivariate extension of the classical twin study in theory allows the inference of the direction of causation between correlated traits solely using cross-sectional data. In this paper we briefly review this model and assess its usefulness by applying it to a number of pairs of biological and psychological variables between which the nature of the causative relationship is already known. We conclude that the method has a number of biases and limitations. If a causative relationship at the phenotypic level exists between two traits, the correct direction of causation is usually identifiable, providing the reliability and validity of the measures are known. Failure to correctly specify a measurement model can lead to incorrect tests of hypotheses. Difficulties can also occur when discriminating between a direct causative relationship and a correlation due to common genetic or environmental determinants, but these occur in predictable situations. If these considerations are taken into account in interpretation of results, the true nature of the association between traits can often be correctly identified, or at least included in a subgroup of best fitting models.
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Affiliation(s)
- D L Duffy
- Genetic Epidemiology Laboratory, Queensland Institute of Medical Research, Australia
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Rodriguez LA, Wilson JR, Nagoshi CT. Does psychomotor sensitivity to alcohol predict subsequent alcohol use? Alcohol Clin Exp Res 1993; 17:155-61. [PMID: 8452197 DOI: 10.1111/j.1530-0277.1993.tb00741.x] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Data from 42 male and 58 female subjects who participated in the Colorado Alcohol Research on Twins and Adoptees (CARTA) project were subjected to model-fitting analyses. The aim of the present study was to use linear structural equation models to determine whether differences in previously measured psychomotor sensitivity to alcohol predict differences in self-reported alcohol consumption over a 4-year period. LISREL model-fitting results indicate that, for male subjects, only rail walking insensitivity is predictive of alcohol use reported 2 years after their initial CARTA testing. For females, only hand steadiness sensitivity is predictive of alcohol use reported 2 years after their initial CARTA testing. The results for males support a hypothesis that would consider alcohol insensitive individuals at greater risk for alcohol abuse. The female results, however, would argue against such a hypothesis. With only one measure of sensitivity predicting alcohol use at only one out of four time points, in both men and women, the overall results suggest that our three measures of psychomotor sensitivity to alcohol are, in general, poor predictors of alcohol consumption in this sample.
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Affiliation(s)
- L A Rodriguez
- Institute of Behavioral Genetics, University of Colorado, Boulder 80309-0447
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Abstract
The study of alcoholic hangover is reviewed, with particular concern given to its effects upon skills performance. Different models of hangover, and the evidence gathered in their support, are surveyed. Several factors appear to contribute to hangover, and individuals may be differentially susceptible to these influences. The severity of hangover is affected by dose, coproducts of manufacture, and a number of psychological variables. Hangover is differentiated from post-intoxication effects on performance, and the results of a variety of studies on these effects are considered. Post-intoxication effects have been found in a variety of tasks, but no tasks have been consistently affected in a number of studies. This may reflect the fact that few studies have used the same tasks to assess performance. Proposed mechanisms of post-intoxication effects are considered, and the most consistent symptom accompanying impaired performance is found to be fatigue. This notion finds some support in electroencephalographic data collected during the period following intoxication.
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Affiliation(s)
- J Lemon
- National Drug and Alcohol Research Centre
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Heath AC, Kessler RC, Neale MC, Hewitt JK, Eaves LJ, Kendler KS. Testing hypotheses about direction of causation using cross-sectional family data. Behav Genet 1993; 23:29-50. [PMID: 8476389 DOI: 10.1007/bf01067552] [Citation(s) in RCA: 132] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
We review the conditions under which cross-sectional family data (e.g., data on twin pairs or adoptees and their adoptive and biological relatives) are informative about direction of causation. When two correlated traits have rather different modes of inheritance (e.g., family resemblance is determined largely by family background for one trait and by genetic factors for the other trait), cross-sectional family data will allow tests of strong unidirectional causal hypotheses (A and B are correlated "because of the causal influence of A on B" versus "because of the causal influence of B on A") and, under some conditions, also of the hypothesis of reciprocal causation. Possible sources of errors of inference are considered. Power analyses are reported which suggest that multiple indicator variables will be needed to ensure adequate power of rejecting false models in the presence of realistic levels of measurement error. These methods may prove useful in cases where conventional methods to establish causality, by intervention, by prospective study, or by measurement of instrumental variables, are unfeasible economically, ethically or practically.
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Affiliation(s)
- A C Heath
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri 63130
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